From d257a69e52ab8b93dc073fabf20e52a66dcdcba1 Mon Sep 17 00:00:00 2001 From: Jhon Flores Rojas <48776907+TJhon@users.noreply.github.com> Date: Fri, 30 Sep 2022 10:49:35 -0500 Subject: [PATCH 01/28] begin structs --- .vscode/settings.json | 2 + Project.toml | 3 +- src/HDMjl.jl | 2 +- src/rlassologit.jl | 42 ++++++++++++++++++-- test/rlogit.jl | 91 +++++++++++++++++++++++++++++++++++++++++++ 5 files changed, 135 insertions(+), 5 deletions(-) create mode 100644 .vscode/settings.json create mode 100644 test/rlogit.jl diff --git a/.vscode/settings.json b/.vscode/settings.json new file mode 100644 index 0000000..7a73a41 --- /dev/null +++ b/.vscode/settings.json @@ -0,0 +1,2 @@ +{ +} \ No newline at end of file diff --git a/Project.toml b/Project.toml index 350f3b9..519ed61 100644 --- a/Project.toml +++ b/Project.toml @@ -1,13 +1,14 @@ name = "HDMjl" uuid = "8de29b41-9195-4bda-bbba-e5831b2a12ad" authors = ["Jhon Flores Rojas", "Rodrigo Grijalba", "Alexander Quispe", "Anzony Quispe"] -version = "0.0.10" +version = "0.0.11" [deps] DataFrames = "a93c6f00-e57d-5684-b7b6-d8193f3e46c0" GLM = "38e38edf-8417-5370-95a0-9cbb8c7f171a" GLMNet = "8d5ece8b-de18-5317-b113-243142960cc6" LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" +PrettyTables = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d" Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c" Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2" diff --git a/src/HDMjl.jl b/src/HDMjl.jl index 172ac51..76e73e5 100644 --- a/src/HDMjl.jl +++ b/src/HDMjl.jl @@ -2,7 +2,7 @@ module HDMjl export lambdaCalculation, init_values, as_logical, LassoShooting_fit, rlasso, rlassoEffect, rlassoEffects, rlassoIVselectX, rlassoIVselectZ, rlassoIV, rlassologit, rlassologitEffect, rlassologitEffects, rlassoATE, rlassoATET, rlassoLATE, rlassoLATET, tsls -using Statistics, GLM, DataFrames, LinearAlgebra, GLMNet, Random +using Statistics, GLM, DataFrames, LinearAlgebra, GLMNet, Random, PrettyTables include("help_functions.jl") include("LassoShooting_fit.jl") diff --git a/src/rlassologit.jl b/src/rlassologit.jl index 455b8fb..2be1b6e 100644 --- a/src/rlassologit.jl +++ b/src/rlassologit.jl @@ -3,6 +3,9 @@ function rlassologit(x, y; model::Bool = true, c::Float64 = 1.1, post::Bool = tr lambda::Any = nothing, intercept::Bool = true, threshold::Any = nothing) + + + n = size(x, 1) p = size(x, 2) if !isnothing(c) @@ -86,11 +89,44 @@ function rlassologit(x, y; model::Bool = true, c::Float64 = 1.1, post::Bool = tr a0 = 0 coefs = coefTemp end + + + ### === Output print + head1 = " + Post-Lasso estimation: $post + Intercept: $intercept + Control: $threshold + \n + Total number of variables: $p\n + Number of selected variables: \n + " + print(head1) + if intercept names_columns = [] else names_columns = [] end + select_columns = [] + + for i in eachindex(coefs) + vl = "V $i" + push!(names_columns, vl) + if coefs[i] != 0 + push!(select_columns, i) + end + end + + table_lgt = hcat(names_columns, coefs) + @ptconf tf = tf_simple alignment = :r + header = ["Variable", "Estimate"] + @pt :header = header table_lgt + print("rlassologit") + # print("head") + ### + est = Dict("coefficients" => coefs, "beta" => coefTemp, "intercept" => a0, "index" => ind1, - "lambda0" => lambda0, "residuals" => e1, "sigma" => sqrt(var(e1)), - "options" => Dict("post" => post, "intercept" => intercept, "control" => threshold)) - return est + "lambda0" => lambda0, "residuals" => e1, "sigma" => sqrt(var(e1)), + "options" => Dict("post" => post, "intercept" => intercept, "control" => threshold)); + + + return est; end diff --git a/test/rlogit.jl b/test/rlogit.jl new file mode 100644 index 0000000..65624d4 --- /dev/null +++ b/test/rlogit.jl @@ -0,0 +1,91 @@ +] activate . + +using HDMjl, Random, Distributions + +n = 250 +p = 40 +px = 10 + + +X = randn((n, p)) +beta = vcat(repeat([2.], px), zeros(p - px)) +intercept = 1 +P = exp.(intercept .+ X * beta) ./ (1 .+ exp.(intercept .+ X * beta)) +# y = Int64[] + +x = rand(Normal(), (n, p)) + +y = rand(Binomial(), n) + +logit_out = rlassologit(x, y, intercept = true) + +exit() + +function suma(x) + z1 = print("z") + n = Dict("x" => x, "z" => z1) + z1 + return z1; +end + +function suma.actio(X) + return x + 1 +end + + +suma(x, y) = x + y + +mutable struct lasologit + x::Int + y::Int + + fsit::Function = x -> x + y + +end + +lasologit(12, 3) + + +mutable struct BitNumber + val::Int + bit_end::UInt + bit_start::UInt + width::UInt + the_bits::Function + BitNumber(v,e,s,w,bits_func) = begin + ret = new( (a=63-e+s; v=v<>a) ,e,s,w) + ret.the_bits = (bit_end,bit_start) -> bits_func(ret,bit_end,bit_start) + ret + end +end + +mutable struct sumas + x::Int64 + y::Int64 + # add_new::Function + + suma(x, y) = x + y +end + +Base.@kwdef struct Model1 + p::Float64 = 2.0 + n::Int64 = 4 + # f::Function + f::Function = (p, n) -> begin + n + p + 1 + end + # function f(x, y) + # x + y + # end + +end + +typeof(Model1().f(12, 1)) + + +mutable struct si1 + x::Real = 12 + y::Real = 8 + si1(x, y) = x + y + +end \ No newline at end of file From 6c71da37bd4d7150dc7f70404bccdc091534d4c3 Mon Sep 17 00:00:00 2001 From: Jhon Flores Rojas <48776907+TJhon@users.noreply.github.com> Date: Mon, 3 Oct 2022 15:16:56 -0500 Subject: [PATCH 02/28] rlasso effects --- src/rlassoEffect.jl | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/rlassoEffect.jl b/src/rlassoEffect.jl index 798254e..9c5c8e7 100644 --- a/src/rlassoEffect.jl +++ b/src/rlassoEffect.jl @@ -109,7 +109,7 @@ function rlassoEffects(x, y; index = 1:size(x, 2), I3 = nothing) x = Matrix(x) y = Matrix(y[:, :]) - if Set(index) > 2 + if length(Set(index)) > 2 k = p = length(index) # all(all()) else From 073be03be8d9f06a0ddc4ed7bdd9f0fe81bdfbc0 Mon Sep 17 00:00:00 2001 From: Jhon Flores Rojas <48776907+TJhon@users.noreply.github.com> Date: Mon, 3 Oct 2022 19:32:06 -0500 Subject: [PATCH 03/28] update rlasso Effects --- src/HDMjl.jl | 2 +- src/rlassoEffect.jl | 82 ++++++++++++++++++++++++++----------------- src/rlassologit.jl | 84 ++++++++++++++++++++++++++++++++++++--------- 3 files changed, 119 insertions(+), 49 deletions(-) diff --git a/src/HDMjl.jl b/src/HDMjl.jl index 76e73e5..da2c6e2 100644 --- a/src/HDMjl.jl +++ b/src/HDMjl.jl @@ -1,6 +1,6 @@ module HDMjl -export lambdaCalculation, init_values, as_logical, LassoShooting_fit, rlasso, rlassoEffect, rlassoEffects, rlassoIVselectX, rlassoIVselectZ, rlassoIV, rlassologit, rlassologitEffect, rlassologitEffects, rlassoATE, rlassoATET, rlassoLATE, rlassoLATET, tsls +export lambdaCalculation, init_values, as_logical, LassoShooting_fit, rlasso, rlassoEffect, rlassoEffects, rlassoIVselectX, rlassoIVselectZ, rlassoIV, rlassologit, rlassologitEffect, rlassologitEffects, rlassoATE, rlassoATET, rlassoLATE, rlassoLATET, tsls, r_summary using Statistics, GLM, DataFrames, LinearAlgebra, GLMNet, Random, PrettyTables diff --git a/src/rlassoEffect.jl b/src/rlassoEffect.jl index 9c5c8e7..269f1ab 100644 --- a/src/rlassoEffect.jl +++ b/src/rlassoEffect.jl @@ -47,9 +47,9 @@ function rlassoEffect( v = GLM.residuals(reg2) - var = 1 / n * 1 /mean(v.^2) * mean(v.^2 .* xi.^2) * 1 / mean(v.^2) + var_r = 1 / n * 1 /mean(v.^2) * mean(v.^2 .* xi.^2) * 1 / mean(v.^2) - se = sqrt(var) + se = sqrt(var_r) tval = alpha / se @@ -104,62 +104,82 @@ function rlassoEffect( end -function rlassoEffects(x, y; index = 1:size(x, 2), I3 = nothing) +function rlassoEffects(x, y; index = 1:size(x, 2), I3 = nothing, method = "partialling out", post = true) - x = Matrix(x) - y = Matrix(y[:, :]) + # if method ∉ ["partialling out", "double selection"] + # print("Method not found, select from [partialling out, double selection") + # end - if length(Set(index)) > 2 - k = p = length(index) - # all(all()) + if length(Set(index)) == 2 + k = p1 = sum(index) else - k = p = sum(index) + k = p1 = length(index) + end + + n, p = size(x) + + names_x = try names(x) + catch + nothing + end + x0 = Matrix(x[:, :]) + # y0 = Matrix(y[:, 1]) + + if isnothing(names_x) + names_x = [] + for i in 1:p + push!(names_x, "V $i") + end end - n, p0 = size(x, 1) coefficients = zeros(k) se = zeros(k) t = zeros(k) - lasso_reg = Dict() + pval = zeros(k) + lasso_reg = Dict() reside = zeros(n, p1) residv = zeros(n, p1) - - selection_matrix = zeros(p0, k) coef_mat = Dict() + selection_matrix = zeros(n, k) + +# names(coefficients) <- names(se) <- names(t) <- names(pval) <- names(lasso.regs) <- colnames(reside) <- colnames(residv) <- colnames(selection.matrix) <- colnames(x)[index] for i in 1:k - d = x[:, index[i]] - xt = x[:, Not(index[i])] + d = x0[:, i] + xt = x0[:, Not(i)] + # Variables de control if isnothing(I3) I3m = I3 else I3m = I3[Not(index[i])] - lasso_reg[i] = try - rlassoEffect(xt, y, d, method = method, I3 = I3m, post = post) - catch - "try-error" - end end - if lasso_regs[i] == "try-error" + lasso_reg[i] = try + rlassoEffect(xt, y, d, method = method, I3 = I3m, post = post) + catch + "try-error" + end + + if lasso_reg[i] == "try-error" continue else - coefficients[i] = lasso_regs[i]["alpha"] - se[i] = lasso_regs[i]["se"] - t[i] = lasso_regs[i]["t"] - coef_mat[i] = lasso_reg["coefficients_reg"] - reside[:, i] = lasso_regs[i]["residuals"]["epsilon"] - residv[:, i] = lasso_regs[i]["residuals"]["v"] - selection_matrix[Not(index[i]), i] = lasso_reg["selection_index"] + coefficients[i] = lasso_reg[i]["alpha"] + se[i] = lasso_reg[i]["se"] + t[i] = lasso_reg[i]["t"] + # pval[i] = lasso_reg[i]["p_value"] + reside[:, i] = lasso_reg[i]["residuals"]["epsilon"] + residv[:, i] = lasso_reg[i]["residuals"]["v"] + coef_mat[i] = lasso_reg[i]["coefficients_reg"] + selection_matrix[Not(index[i]), i] = lasso_reg[i]["selection_index"] end end residuals = Dict("e" => reside, "v" => residv) res = Dict( "coefficients" => coefficients, "se" => se, "t" => t, - "lasso_regs" => lasso_reg, "index" => index, "sample_size" => n, + "lasso_reg" => lasso_reg, "index" => index, "sample_size" => n, "residuals" => residuals, "coef_mat" => coef_mat, "selection_matrix" => selection_matrix ) + return res - -end +end \ No newline at end of file diff --git a/src/rlassologit.jl b/src/rlassologit.jl index 2be1b6e..63adad2 100644 --- a/src/rlassologit.jl +++ b/src/rlassologit.jl @@ -1,10 +1,21 @@ +mutable struct rlassologit + result::Dict + head_msg + select + table +end + + function rlassologit(x, y; model::Bool = true, c::Float64 = 1.1, post::Bool = true, n::Int64 = size(x, 1), gamma::Float64 = 0.1 / log(n), lambda::Any = nothing, intercept::Bool = true, threshold::Any = nothing) + x_0 = copy(x) + y_0 = copy(y) - + x = Matrix(x[:, :]) + y = y[:, 1] n = size(x, 1) p = size(x, 2) @@ -90,32 +101,51 @@ function rlassologit(x, y; model::Bool = true, c::Float64 = 1.1, post::Bool = tr coefs = coefTemp end + ### === Output print - head1 = " - Post-Lasso estimation: $post - Intercept: $intercept - Control: $threshold - \n - Total number of variables: $p\n - Number of selected variables: \n - " - print(head1) - if intercept names_columns = [] else names_columns = [] end + + if intercept names_columns = ["Intercept"] else names_columns = [] end select_columns = [] - for i in eachindex(coefs) - vl = "V $i" - push!(names_columns, vl) + # print(names(x_0)) + if typeof(x_0) == DataFrame + names_columns = vcat(names_columns, names(x_0)) + # print(names_columns) + else + for i in 1:p + vl = "V $i" + push!(names_columns, vl) + end + # print(names_columns) + end + + for i in 1:p if coefs[i] != 0 push!(select_columns, i) end end + + head1 = " +------ +Post-Lasso estimation: $post +Intercept: $intercept +Control: $threshold + +Total number of variables: $p +Number of selected variables: $(length(select_columns) - intercept) +------ + " + + println(head1) + + println(" ") + table_lgt = hcat(names_columns, coefs) - @ptconf tf = tf_simple alignment = :r + @ptconf tf = tf_simple alignment = :l header = ["Variable", "Estimate"] - @pt :header = header table_lgt + @pt :header = header table_lgt[select_columns, :] print("rlassologit") # print("head") @@ -126,10 +156,30 @@ function rlassologit(x, y; model::Bool = true, c::Float64 = 1.1, post::Bool = tr "options" => Dict("post" => post, "intercept" => intercept, "control" => threshold)); - return est; + return rlassologit(est, head1, select_columns, table_lgt); +end + +function r_summary(result::rlassologit, all::Bool = false) + println(result.head_msg) + @ptconf tf = tf_simple alignment = :l + if all + table_print = result.table + # end + else + + table_print = result.table + table_print = table_print[result.select, :] + end + # print("") + @pt :header = ["Variable", "Estimate"] table_print + # @pt :header = ["Variable", "Estimate"] result.table end +# mutable struct rlassologitEffect + +# end + function rlassologitEffect(X, Y, D; I3::Any = nothing, post = true) x = Matrix(X[:, :]) From 58dead25e8fb81b13c21350c68a058c2e6d2db29 Mon Sep 17 00:00:00 2001 From: Jhon Flores Rojas <48776907+TJhon@users.noreply.github.com> Date: Mon, 3 Oct 2022 21:42:53 -0500 Subject: [PATCH 04/28] Selection matrix --- src/rlassoEffect.jl | 6 +++--- 1 file changed, 3 insertions(+), 3 deletions(-) diff --git a/src/rlassoEffect.jl b/src/rlassoEffect.jl index 269f1ab..1f5f8f0 100644 --- a/src/rlassoEffect.jl +++ b/src/rlassoEffect.jl @@ -100,10 +100,10 @@ function rlassoEffect( return results - - end + + function rlassoEffects(x, y; index = 1:size(x, 2), I3 = nothing, method = "partialling out", post = true) # if method ∉ ["partialling out", "double selection"] @@ -169,7 +169,7 @@ function rlassoEffects(x, y; index = 1:size(x, 2), I3 = nothing, method = "parti reside[:, i] = lasso_reg[i]["residuals"]["epsilon"] residv[:, i] = lasso_reg[i]["residuals"]["v"] coef_mat[i] = lasso_reg[i]["coefficients_reg"] - selection_matrix[Not(index[i]), i] = lasso_reg[i]["selection_index"] + # selection_matrix[Not(index[i]), i] = lasso_reg[i]["selection_index"] end end From 9a694783b08714e363aa9633ceb57bebe1dd34e5 Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Wed, 5 Oct 2022 10:46:49 -0500 Subject: [PATCH 05/28] # --- src/rlassoEffect.jl | 323 +++++++--- src/rlassoIV.jl | 94 ++- tutorial/HDMjl_tutorial.ipynb | 490 --------------- tutorial/HDMjl_tutorial_1.ipynb | 1035 +++++++++++++++++++++++++++++++ 4 files changed, 1351 insertions(+), 591 deletions(-) delete mode 100644 tutorial/HDMjl_tutorial.ipynb create mode 100644 tutorial/HDMjl_tutorial_1.ipynb diff --git a/src/rlassoEffect.jl b/src/rlassoEffect.jl index 1f5f8f0..ace41d4 100644 --- a/src/rlassoEffect.jl +++ b/src/rlassoEffect.jl @@ -1,108 +1,165 @@ +mutable struct rlassoEffect1 + se + sample_size + coefficients + dict +end + function rlassoEffect( - x, - y, - d; - method = "double selection", - I3 = nothing, - post = true - ) + x, + y, + d; + method = "double selection", + I3 = nothing, + post = true +) - #= x = Matrix(x) - y = Matrix(y[:, :]) - d = Matrix(d[:, :]) =# +#= x = Matrix(x) +y = Matrix(y[:, :]) +d = Matrix(d[:, :]) =# - n, p = size(x) +n, p = size(x) - # i3 = Set(I3) +# i3 = Set(I3) - if method == "double selection" - I1 = rlasso(x, d, post = post)["index"] - I2 = rlasso(x, y, post = post)["index"] +if method == "double selection" + I1 = rlasso(x, d, post = post)["index"] + I2 = rlasso(x, y, post = post)["index"] - if !isnothing(I3) - I = I1 + I2 + I3 - else - I = I1 + I2 - end + if !isnothing(I3) + I = I1 + I2 + I3 + else + I = I1 + I2 + end - if sum(I) == 0 - I = nothing - end - - I[I .> 0] .= 1 - I = BitVector(I) - - x = hcat(ones(n), d, x[:, I]) - reg1 = GLM.lm(x, y) - alpha = GLM.coef(reg1)[2] - - xi = GLM.residuals(reg1) .* sqrt(n / (n - sum(I) - 1)) - - if isnothing(I) - reg2 = GLM.lm(ones(n, 1), d) - else - reg2 = GLM.lm(x[:, Not(2)], d) - end - - v = GLM.residuals(reg2) - - var_r = 1 / n * 1 /mean(v.^2) * mean(v.^2 .* xi.^2) * 1 / mean(v.^2) - - se = sqrt(var_r) - - tval = alpha / se - - # pval = 2 ##3 searching function (`pnorm`) - - if isnothing(I) - no_select = 1 - else - no_select = 0 - end - - res = Dict( - "epsilon" => xi, "v" => v - ) - - results = Dict( - "alpha" => alpha, "se" => se, "t" => tval, - "no_select" => no_select, "coefficients" => alpha, "coefficient" => alpha, - "coefficients_reg" => GLM.coef(reg1), "selection_index" => I, "residuals" => res, - "sample_size" => n - ) - elseif method == "partialling out" - reg1 = rlasso(x, y, post = post) - yr = reg1["residuals"] - reg2 = rlasso(x, d, post = post) - dr = reg2["residuals"] - - data0 = hcat(yr, ones(n), dr) - reg3 = GLM.lm(data0[:, Not(1)], data0[:, 1]) - alpha = GLM.coef(reg3)[2] - - var = vcov(reg3)[2, 2] - se = sqrt.(var) - tval = alpha ./ sqrt(var) - # pval = - res = Dict("epsilon" => GLM.residuals(reg3), "v" => dr) - - I1 = reg1["index"] - I2 = reg2["index"] - I = as_logical(I1 + I2) - results = Dict( - "alpha" => alpha, "se" => se, "t" => tval, "coefficients" => alpha, - "coefficient" => alpha, "coefficients_reg" => reg1["coefficients"], "selection_index" => I, - "residuals" => res, "sample_size" => n - ) + if sum(I) == 0 + I = nothing + end + I[I .> 0] .= 1 + I = BitVector(I) + + x = hcat(ones(n), d, x[:, I]) + reg1 = GLM.lm(x, y) + alpha = GLM.coef(reg1)[2] + + xi = GLM.residuals(reg1) .* sqrt(n / (n - sum(I) - 1)) + + if isnothing(I) + reg2 = GLM.lm(ones(n, 1), d) + else + reg2 = GLM.lm(x[:, Not(2)], d) + end + + v = GLM.residuals(reg2) + + var_r = 1 / n * 1 /mean(v.^2) * mean(v.^2 .* xi.^2) * 1 / mean(v.^2) + + se = sqrt(var_r) + + tval = alpha / se + + # pval = 2 ##3 searching function (`pnorm`) + + if isnothing(I) + no_select = 1 + else + no_select = 0 end - return results + res = Dict( + "epsilon" => xi, "v" => v + ) + + results = Dict( + "alpha" => alpha, "se" => se, "t" => tval, + "no_select" => no_select, "coefficients" => alpha, "coefficient" => alpha, + "coefficients_reg" => GLM.coef(reg1), "selection_index" => I, "residuals" => res, + "sample_size" => n + ) +elseif method == "partialling out" + reg1 = rlasso(x, y, post = post) + yr = reg1["residuals"] + reg2 = rlasso(x, d, post = post) + dr = reg2["residuals"] + + data0 = hcat(yr, ones(n), dr) + reg3 = GLM.lm(data0[:, Not(1)], data0[:, 1]) + alpha = GLM.coef(reg3)[2] + + var = vcov(reg3)[2, 2] + se = sqrt.(var) + tval = alpha ./ sqrt(var) + # pval = + res = Dict("epsilon" => GLM.residuals(reg3), "v" => dr) + + I1 = reg1["index"] + I2 = reg2["index"] + I = as_logical(I1 + I2) + results = Dict( + "alpha" => alpha, "se" => se, "t" => tval, "coefficients" => alpha, + "coefficient" => alpha, "coefficients_reg" => reg1["coefficients"], "selection_index" => I, + "residuals" => res, "sample_size" => n + ) + +end +se = results["se"] +sample_size = results["sample_size"] +coefficient = results["coefficient"] +return rlassoEffect1(se, sample_size, coefficient, results) end +function r_summary(object::rlassoEffect1) + if length(object.coefficients) != 0 + k = length(object.coefficients) + table = zeros(k, 4) + table[:, 1] .= object.coefficients + table[:, 2] .= object.se + table[:, 3] .= table[:, 1]./table[:, 2] + table[:, 4] .= 2 * cdf(Normal(), -abs.(table[:, 3])) + table1 = DataFrame(table, :auto) + table1 = rename(table1, ["Estimate.", "Std. Error", "t value", "Pr(>|t|)"]) + print("""Estimates and significance testing of the effect of target variables""", + "\n") + pretty_table(table, show_row_number = true, header = ["Estimate.", "Std. Error", "t value", "Pr(>|t|)"], tf = tf_borderless) + print("---", "\n", "Signif. codes:","\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1") + print("\n") + else + print("No coefficients\n") + end + return table1 +end +function r_print(object::rlassoEffect1, digits = 3) + if length(object.coefficients) != 0 + b = ["X$y" for y = length(object.coefficients)] + b = reshape(b,(1,length(b))) + a = vcat(b, round.(object.coefficients', digits = 3)) + if length(object.coefficients) <= 10 + + println("Coefficients:\n") + pretty_table(a[2,:]', tf = tf_borderless, header = a[1,:]) + else + for i in 1:trunc(length(object.coefficients)/10) + pretty_table(a[2,10*(i-1)+1:10*i]', tf = tf_borderless, header = a[1,10*(i-1)+1:10*i]) + end + pretty_table(a[2,10*trunc(length(object.coefficients)/10)+1:length(object.coefficients)]', + tf = tf_borderless, header = a[1,10*trunc(length(object.coefficients)/10)+1:length(object.coefficients)]) + end + else + print("No coefficients\n") + end +end + +mutable struct rlassoEffects1 + se + sample_size + index + coefficients + dict +end function rlassoEffects(x, y; index = 1:size(x, 2), I3 = nothing, method = "partialling out", post = true) @@ -162,13 +219,13 @@ function rlassoEffects(x, y; index = 1:size(x, 2), I3 = nothing, method = "parti if lasso_reg[i] == "try-error" continue else - coefficients[i] = lasso_reg[i]["alpha"] - se[i] = lasso_reg[i]["se"] - t[i] = lasso_reg[i]["t"] + coefficients[i] = lasso_reg[i].dict["alpha"] + se[i] = lasso_reg[i].dict["se"] + t[i] = lasso_reg[i].dict["t"] # pval[i] = lasso_reg[i]["p_value"] - reside[:, i] = lasso_reg[i]["residuals"]["epsilon"] - residv[:, i] = lasso_reg[i]["residuals"]["v"] - coef_mat[i] = lasso_reg[i]["coefficients_reg"] + reside[:, i] = lasso_reg[i].dict["residuals"]["epsilon"] + residv[:, i] = lasso_reg[i].dict["residuals"]["v"] + coef_mat[i] = lasso_reg[i].dict["coefficients_reg"] # selection_matrix[Not(index[i]), i] = lasso_reg[i]["selection_index"] end end @@ -179,7 +236,79 @@ function rlassoEffects(x, y; index = 1:size(x, 2), I3 = nothing, method = "parti "lasso_reg" => lasso_reg, "index" => index, "sample_size" => n, "residuals" => residuals, "coef_mat" => coef_mat, "selection_matrix" => selection_matrix ) + se = res["se"] + sample_size = res["sample_size"] + index = res["index"] + coefficients = res["coefficients"] + return rlassoEffects1(se, sample_size, index, coefficients, res) - return res +end +function r_print(object::rlassoEffects1, digits = 3) + if length(object.coefficients) != 0 + b = ["X$y" for y = object.index] + b = reshape(b,(1,length(b))) + a = vcat(b, round.(object.coefficients', digits = digits)) + if length(object.coefficients) <= 10 + + println("Coefficients:\n") + pretty_table(a[2,:]', tf = tf_borderless, header = a[1,:]) + else + for i in 1:trunc(length(object.coefficients)/10) + pretty_table(a[2,10*(i-1)+1:10*i]', tf = tf_borderless, header = a[1,10*(i-1)+1:10*i]) + end + pretty_table(a[2,10*trunc(length(object.coefficients)/10)+1:length(object.coefficients)]', + tf = tf_borderless, header = a[1,10*trunc(length(object.coefficients)/10)+1:length(object.coefficients)]) + end + else + print("No coefficients\n") + end +end + +function r_summary(object::rlassoEffects1) + if length(object.coefficients) != 0 + k = length(object.coefficients) + table = zeros(k, 4) + table[:, 1] .= object.coefficients + table[:, 2] .= object.se + table[:, 3] .= table[:, 1]./table[:, 2] + table[:, 4] .= 2 * cdf(Normal(), -abs.(table[:, 3])) + table1 = DataFrame(hcat(["X$y" for y = object.index], table), :auto) + rename(table1, ["index", "Estimate.", "Std. Error", "t value", "Pr(>|t|)"]) + print("Estimates and significance testing of the effect of target variables", + "\n") + pretty_table(table, show_row_number = false, header = ["Estimate.", "Std. Error", "t value", "Pr(>|t|)"], tf = tf_borderless, row_names = ["X$y" for y = object.index]) + print("---", "\n", "Signif. codes:","\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1") + print("\n") + else + print("No coefficients\n") + end +end + +function r_confint(object::rlassoEffects1, level = 0.95) + n = object.sample_size + k = length(object.coefficients) + cf = object.coefficients + #pnames <- names(cf) + # if (missing(parm)) + # parm <- pnames else if (is.numeric(parm)) + # parm <- pnames[parm] + a = (1 - level)/2 + a = [a, 1 - a] + fac = quantile.(Normal(), a) + pct = string.(round.(a; digits = 3)*100, "%") + ses = object.se + c_i = [] + for i in 1:length(cf) + if i == 1 + c_i = (cf[i] .+ ses[i] .* fac)[:,:]' + else + c_i = vcat(c_i, (cf[i] .+ ses[i] * fac)[:,:]') + end + end + table1 = DataFrame(hcat(["X$y" for y = object.index], c_i), :auto) + rename(table1, vcat("index", pct)) + #ci = NamedArray(c_i, (1:size(c_i)[1], pct)) + ci = pretty_table(c_i; header = pct, show_row_number = false, tf = tf_borderless, row_names = ["X$y" for y = object.index]) + #return c_i;; end \ No newline at end of file diff --git a/src/rlassoIV.jl b/src/rlassoIV.jl index 71be083..b00e644 100644 --- a/src/rlassoIV.jl +++ b/src/rlassoIV.jl @@ -1,15 +1,23 @@ +mutable struct rlassoIV1 + se + sample_size + #vcov + coefficients + dict +end + function rlassoIV(x, d, y, z; select_Z::Bool = true, select_X::Bool = true, post::Bool = true) if !select_Z & !select_X res = tsls(d, y, z, x, homoskedastic = false) - return res + se = res["se"] elseif select_Z & !select_X res = rlassoIVselectZ(x, d, y, z, post = post) - return res + res["sample_size"] = size(x)[1] elseif !select_Z & select_X res = rlassoIVselectX(x, d, y, z, post = post) - return res + res["sample_size"] = size(x)[1] elseif select_Z & select_X @@ -45,6 +53,84 @@ function rlassoIV(x, d, y, z; select_Z::Bool = true, select_X::Bool = true, post end res = tsls(Dr, Yr, Zr, intercept = false, homoscedastic = false) - return res end + se = res["se"] + sample_size = res["sample_size"] + #vcov = res["vcov"] + coefficients = res["coefficients"] + res1 = rlassoIV1(se, sample_size, coefficients, res); + return res1; +end + +function r_print(object::rlassoIV1, digits = 3) + if length(object.coefficients) != 0 + b = ["X$y" for y = length(object.coefficients)] + b = reshape(b,(1,length(b))) + a = vcat(b, round.(object.coefficients', digits = 3)) + if length(object.coefficients) <= 10 + + println("Coefficients:\n") + pretty_table(a[2,:]', tf = tf_borderless, header = a[1,:]) + else + for i in 1:trunc(length(object.coefficients)/10) + pretty_table(a[2,10*(i-1)+1:10*i]', tf = tf_borderless, header = a[1,10*(i-1)+1:10*i]) + end + pretty_table(a[2,10*trunc(length(object.coefficients)/10)+1:length(object.coefficients)]', + tf = tf_borderless, header = a[1,10*trunc(length(object.coefficients)/10)+1:length(object.coefficients)]) + end + else + print("No coefficients\n") + end +end + +using Distributions +function r_summary(object::rlassoIV1) + if length(object.coefficients) != 0 + k = length(object.coefficients) + table = zeros(k, 4) + table[:, 1] .= object.coefficients + table[:, 2] .= object.se + table[:, 3] .= table[:, 1]./table[:, 2] + table[:, 4] .= 2 * cdf(Normal(), -abs.(table[:, 3])) + table1 = DataFrame(table, :auto) + table1 = rename(table1, ["coeff.", "se.", "t-value", "p-value"]) + print("Estimates and Significance Testing of the effect of target variables in the IV regression model", + "\n") + pretty_table(table, show_row_number = true, header = ["coeff.", "se.", "t-value", "p-value"], tf = tf_borderless) + print("---", "\n", "Signif. codes:","\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1") + print("\n") + return table1; + else + print("No coefficients\n") + #table = [] + end + #return table;; +end + +function r_confint(object::rlassoIV1, level = 0.95) + n = object.sample_size + k = length(object.coefficients) + cf = object.coefficients + #pnames <- names(cf) + # if (missing(parm)) + # parm <- pnames else if (is.numeric(parm)) + # parm <- pnames[parm] + a = (1 - level)/2 + a = [a, 1 - a] + fac = quantile.(Normal(), a) + pct = string.(round.(a; digits = 3)*100, "%") + ses = object.se + c_i = [] + for i in 1:length(cf) + if i == 1 + c_i = (cf[i] .+ ses[i] .* fac)[:,:]' + else + c_i = vcat(c_i, (cf[i] .+ ses[i] .* fac)[:,:]') + end + end + table1 = DataFrame(c_i, :auto) + table1 = rename(table1, pct) + #ci = NamedArray(c_i, (1:size(c_i)[1], pct)) + ci = pretty_table(c_i; header = pct, show_row_number = true, tf = tf_borderless) + return table1; end \ No newline at end of file diff --git a/tutorial/HDMjl_tutorial.ipynb b/tutorial/HDMjl_tutorial.ipynb deleted file mode 100644 index 690831e..0000000 --- a/tutorial/HDMjl_tutorial.ipynb +++ /dev/null @@ -1,490 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# HIGH-DIMENSIONAL METRICS IN R" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 2. How to get started" - ] - }, - { - "cell_type": "code", - "execution_count": 56, - "metadata": {}, - "outputs": [], - "source": [ - "import Pkg; Pkg.add(\"HDMjl\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "or" - ] - }, - { - "cell_type": "code", - "execution_count": 57, - "metadata": {}, - "outputs": [], - "source": [ - "import Pkg; Pkg.add(url = \"https://github.com/d2cml-ai/HDMjl.jl\")" - ] - }, - { - "cell_type": "code", - "execution_count": 102, - "metadata": {}, - "outputs": [], - "source": [ - "using HDMjl, CodecXz, GLM\n" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 3. Prediction using Approximate Sparsity" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 3.2. A Joint Significance Test for Lasso Regression." - ] - }, - { - "cell_type": "code", - "execution_count": 95, - "metadata": {}, - "outputs": [], - "source": [ - "using Random\n", - "Random.seed!(1234);\n", - "n = 100;\n", - "p = 100;\n", - "s = 3;\n", - "X = randn(n, p);\n", - "beta = vcat(fill(5, s), zeros(p - s));\n", - "Y = X * beta + randn(n);" - ] - }, - { - "cell_type": "code", - "execution_count": 103, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Dict{String, Any} with 15 entries:\n", - " \"tss\" => 8466.4\n", - " \"dev\" => [8.56479, -6.50463, -1.51601, 8.77722, -5.1338, -7.07815, 7…\n", - " \"model\" => [0.970656 0.262456 … 1.86802 -0.460151; -0.979218 -0.022244…\n", - " \"loadings\" => [1.99904, 1.58734, 1.67152, 1.86208, 1.859, 1.8311, 1.45692…\n", - " \"sigma\" => 1.56664\n", - " \"lambda0\" => 81.3601\n", - " \"lambda\" => [162.642, 129.146, 135.995, 151.499, 151.248, 148.978, 118.…\n", - " \"intercept\" => -0.196115\n", - " \"iter\" => 16\n", - " \"residuals\" => [0.119342, -0.25299, -1.17148, 0.282269, -0.643579, -0.5525…\n", - " \"rss\" => 242.981\n", - " \"index\" => Bool[1, 1, 1, 0, 0, 0, 0, 0, 0, 0 … 0, 0, 0, 0, 0, 0, 0, …\n", - " \"beta\" => [4.31658, 4.39195, 4.45657, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0…\n", - " \"options\" => Dict{String, Any}(\"intercept\"=>true, \"post\"=>false, \"meanx\"…\n", - " \"coefficients\" => [-0.196115, 4.31658, 4.39195, 4.45657, 0.0, 0.0, 0.0, 0.0, …" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "rlasso(X, Y, post = false)" - ] - }, - { - "cell_type": "code", - "execution_count": 89, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "1×101 adjoint(::Vector{Float64}) with eltype Float64:\n", - " -0.00682754 5.00958 4.93178 5.17705 … 0.0 0.0 0.0 0.0 0.0 0.0 0.0" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "post_lasso_reg = rlasso(X, Y, post = true) #now use post-lasso\n", - "post_lasso_reg[\"coefficients\"]'" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 4. Inference on Target Regression Coefficients" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 4.1. Intuition for the Orthogonality Principle in Linear Models via Partialling Out." - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 4.2. Inference: Confidence Intervals and Significance Testing. The function rlassoEffects" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 4.3. Application: the effect of gender on wage" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 4.4. Application: Estimation of the treatment effect in a linear model with many confounding factors" - ] - }, - { - "cell_type": "code", - "execution_count": 92, - "metadata": {}, - "outputs": [], - "source": [ - "using CodecXz\n", - "using RData\n", - "using DataFrames\n", - "url = \"https://github.com/cran/hdm/raw/master/data/GrowthData.rda\";\n", - "GrowthData = load(download(url))[\"GrowthData\"];\n", - "y = GrowthData[:, 1];\n", - "d = GrowthData[:, 3];\n", - "X = Matrix(GrowthData[:, Not(1, 2, 3)]);" - ] - }, - { - "cell_type": "code", - "execution_count": 93, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Dict{String, Any} with 10 entries:\n", - " \"alpha\" => -0.0453558\n", - " \"t\" => -2.43116\n", - " \"se\" => 0.018656\n", - " \"no_select\" => 0\n", - " \"coefficients_reg\" => [0.2247, -0.0453558, -0.064512, 0.215358, -0.0960046, -…\n", - " \"sample_size\" => 90\n", - " \"coefficient\" => -0.0453558\n", - " \"selection_index\" => Bool[1, 1, 1, 1, 1, 1, 1, 1, 0, 0 … 0, 0, 0, 0, 0, 0,…\n", - " \"residuals\" => Dict(\"v\"=>[0.210235, 0.201381, 0.00253076, -0.0671351, …\n", - " \"coefficients\" => -0.0453558" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "rlassoEffect(X, y, d, method = \"double selection\")" - ] - }, - { - "cell_type": "code", - "execution_count": 11, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Dict{String, Any} with 9 entries:\n", - " \"alpha\" => -0.05333\n", - " \"t\" => -3.722\n", - " \"se\" => 0.0143283\n", - " \"coefficients_reg\" => [-0.0845872, -0.0461165, 0.18946, -0.0299086, 0.0, 0.0,…\n", - " \"sample_size\" => 90\n", - " \"coefficient\" => -0.05333\n", - " \"selection_index\" => Any[true, true, true, true, true, true, true, true, fal…\n", - " \"residuals\" => Dict(\"v\"=>[0.181221, 0.116676, 0.0971757, -0.133713, 0.…\n", - " \"coefficients\" => -0.05333" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "rlassoEffect(X, y, d, method = \"partialling out\")" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 5. Instrumental Variable Estimation in a High-Dimensional Setting" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 5.2. Application: Economic Development and Institutions." - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 5.3. Application: Impact of Eminent Domain Decisions on Economic Outcomes." - ] - }, - { - "cell_type": "code", - "execution_count": 43, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Dict{String, Any} with 5 entries:\n", - " \"se\" => [0.0801865]\n", - " \"sample_size\" => 312\n", - " \"vcov\" => [0.00642988;;]\n", - " \"residuals\" => [-0.111753; 0.0588269; … ; 0.218765; 0.301602;;]\n", - " \"coefficients\" => [-0.0449578;;]" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "using Statistics\n", - "url = \"https://github.com/cran/hdm/raw/master/data/EminentDomain.rda\";\n", - "EminentDomain = load(download(url))[\"EminentDomain\"];\n", - "z = EminentDomain[\"logGDP\"][\"z\"];\n", - "x = EminentDomain[\"logGDP\"][\"x\"];\n", - "d = EminentDomain[\"logGDP\"][\"d\"];\n", - "y = EminentDomain[\"logGDP\"][\"y\"];\n", - "x = x[:, (mean(x, dims = 1) .> 0.05)'];\n", - "z = z[:, (mean(z, dims = 1) .> 0.05)'];\n", - "rlassoIV(x, d, y, z)" - ] - }, - { - "cell_type": "code", - "execution_count": 47, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Dict{String, Any} with 5 entries:\n", - " \"se\" => [0.0801865]\n", - " \"sample_size\" => 312\n", - " \"vcov\" => [0.00642988;;]\n", - " \"residuals\" => [-0.111753; 0.0588269; … ; 0.218765; 0.301602;;]\n", - " \"coefficients\" => [-0.0449578;;]" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "rlassoIV(x, d, y, z)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 6. Inference on Treatment Effects in a High-Dimensional Setting" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 6.3. Application: 401(k) plan participation." - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Dict{String, Any} with 5 entries:\n", - " \"se\" => 1930.68\n", - " \"individual\" => [-30618.3, -57537.6, -71442.9, 21383.3, -2.32925e5, 3.40765e…\n", - " \"sample_size\" => 9915\n", - " \"te\" => 10180.1\n", - " \"type\" => \"ATE\"" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "url = \"https://github.com/cran/hdm/raw/master/data/pension.rda\";\n", - "pension = load(download(url))[\"pension\"];\n", - "y = pension[:, \"tw\"];\n", - "d = pension[:, \"p401\"];\n", - "z = pension[:, \"e401\"];\n", - "X = Matrix(pension[:, [\"i2\", \"i3\", \"i4\", \"i5\", \"i6\", \"i7\", \"a2\", \"a3\", \"a4\", \"a5\", \"fsize\", \"hs\", \"smcol\", \"col\", \"marr\", \"twoearn\", \"db\", \"pira\", \"hown\"]]);\n", - "rlassoATE(X, d, y)" - ] - }, - { - "cell_type": "code", - "execution_count": 51, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Dict{String, Any} with 5 entries:\n", - " \"se\" => 2944.43\n", - " \"individual\" => [-21536.4, -52877.2, -1.44867e5, -2739.29, -307741.0, 7.3912…\n", - " \"sample_size\" => 9915\n", - " \"te\" => 12628.5\n", - " \"type\" => \"ATET\"" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "rlassoATET(X, d, y)" - ] - }, - { - "cell_type": "code", - "execution_count": 52, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Dict{String, Any} with 5 entries:\n", - " \"se\" => 2326.9\n", - " \"individual\" => [-50526.8, -1.39158e5, -1.37102e5, 38508.0, -6.5644e5, 7.943…\n", - " \"sample_size\" => 9915\n", - " \"te\" => 12992.1\n", - " \"type\" => \"LATE\"" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "rlassoLATE(X, d, y, z)" - ] - }, - { - "cell_type": "code", - "execution_count": 53, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Dict{String, Any} with 5 entries:\n", - " \"se\" => 3645.28\n", - " \"individual\" => [-35580.5, -90558.0, -1.83628e5, -5303.13, -8.0766e5, 1.8866…\n", - " \"sample_size\" => 9915\n", - " \"te\" => 15323.2\n", - " \"type\" => \"LATET\"" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "rlassoLATET(X, d, y, z)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Julia 1.8.1", - "language": "julia", - "name": "julia-1.8" - }, - "language_info": { - "file_extension": ".jl", - "mimetype": "application/julia", - "name": "julia", - "version": "1.8.1" - }, - "orig_nbformat": 4 - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/tutorial/HDMjl_tutorial_1.ipynb b/tutorial/HDMjl_tutorial_1.ipynb new file mode 100644 index 0000000..7c59879 --- /dev/null +++ b/tutorial/HDMjl_tutorial_1.ipynb @@ -0,0 +1,1035 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# HIGH-DIMENSIONAL METRICS IN R" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. How to get started" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "or" + ] + }, + { + "cell_type": "code", + "execution_count": 445, + "metadata": {}, + "outputs": [], + "source": [ + "#import Pkg; Pkg.add(url = \"https://github.com/d2cml-ai/HDMjl.jl\")" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "using CodecXz, RData, DataFrames, StatsModels, Statistics, Distributions, PrettyTables, Distributions" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "import Pkg" + ] + }, + { + "cell_type": "code", + "execution_count": 88, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: replacing module HDMjl.\n" + ] + }, + { + "data": { + "text/plain": [ + "Main.HDMjl" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "include(\"E:/causal_ml/hdm_paper/prueba/HDMjl.jl/src/HDMjl.jl\")" + ] + }, + { + "cell_type": "code", + "execution_count": 444, + "metadata": {}, + "outputs": [], + "source": [ + "#Pkg.develop(path = \"E:/causal_ml/hdm_paper/HDMjl.jl\")" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. Prediction using Approximate Sparsity" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3.2. A Joint Significance Test for Lasso Regression." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [], + "source": [ + "using Random\n", + "Random.seed!(1234);\n", + "n = 100;\n", + "p = 100;\n", + "s = 3;\n", + "X = randn(n, p);\n", + "beta = vcat(fill(5, s), zeros(p - s));\n", + "Y = X * beta + randn(n);" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [], + "source": [ + "lasso_reg = HDMjl.rlasso(X, Y, post = false);" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "1×101 adjoint(::Vector{Float64}) with eltype Float64:\n", + " -0.00682754 5.00958 4.93178 5.17705 … 0.0 0.0 0.0 0.0 0.0 0.0 0.0" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "post_lasso_reg = HDMjl.rlasso(X, Y, post = true) #now use post-lasso\n", + "post_lasso_reg[\"coefficients\"]'" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Inference on Target Regression Coefficients" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 4.1. Intuition for the Orthogonality Principle in Linear Models via Partialling Out." + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 4.2. Inference: Confidence Intervals and Significance Testing. The function rlassoEffects" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "print_effects (generic function with 2 methods)" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "function print_effects(object, digits = 3)\n", + " if length(object[\"coefficients\"]) != 0\n", + " b = [\"X$y\" for y = object[\"index\"]]\n", + " b = reshape(b,(1,length(b)))\n", + " a = vcat(b, round.(object[\"coefficients\"]', digits = digits))\n", + " if length(object[\"coefficients\"]) <= 10\n", + " \n", + " println(\"Coefficients:\\n\")\n", + " pretty_table(a[2,:]', tf = tf_borderless, header = a[1,:])\n", + " else \n", + " for i in 1:trunc(length(object[\"coefficients\"])/10)\n", + " pretty_table(a[2,10*(i-1)+1:10*i]', tf = tf_borderless, header = a[1,10*(i-1)+1:10*i])\n", + " end\n", + " pretty_table(a[2,10*trunc(length(object[\"coefficients\"])/10)+1:length(object[\"coefficients\"])]',\n", + " tf = tf_borderless, header = a[1,10*trunc(length(object[\"coefficients\"])/10)+1:length(object[\"coefficients\"])])\n", + " end\n", + " else \n", + " print(\"No coefficients\\n\")\n", + " end\n", + "end" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "summary_effects (generic function with 1 method)" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "function summary_effects(object)\n", + " if length(object) != 0\n", + " k = length(object[\"coefficients\"])\n", + " table = zeros(k, 4)\n", + " table[:, 1] .= object[\"coefficients\"]\n", + " table[:, 2] .= object[\"se\"]\n", + " table[:, 3] .= table[:, 1]./table[:, 2]\n", + " table[:, 4] .= 2 * cdf(Normal(), -abs.(table[:, 3]))\n", + " table1 = DataFrame(hcat([\"X$y\" for y = object[\"index\"]], table), :auto)\n", + " rename(table1, [\"index\", \"Estimate.\", \"Std. Error\", \"t value\", \"Pr(>|t|)\"])\n", + " print(\"Estimates and significance testing of the effect of target variables\", \n", + " \"\\n\")\n", + " pretty_table(table, show_row_number = false, header = [\"Estimate.\", \"Std. Error\", \"t value\", \"Pr(>|t|)\"], tf = tf_borderless, row_names = [\"X$y\" for y = object[\"index\"]])\n", + " print(\"---\", \"\\n\", \"Signif. codes:\",\"\\n\", \"0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\")\n", + " print(\"\\n\")\n", + " else\n", + " print(\"No coefficients\\n\")\n", + " end\n", + "end" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "confint_effects (generic function with 2 methods)" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "function confint_effects(object, level = 0.95)\n", + " n = object[\"sample_size\"]\n", + " k = length(object[\"coefficients\"])\n", + " cf = object[\"coefficients\"]\n", + " #pnames <- names(cf)\n", + " # if (missing(parm)) \n", + " # parm <- pnames else if (is.numeric(parm)) \n", + " # parm <- pnames[parm]\n", + " a = (1 - level)/2\n", + " a = [a, 1 - a]\n", + " fac = quantile.(Normal(), a)\n", + " pct = string.(round.(a; digits = 3)*100, \"%\")\n", + " ses = object[\"se\"]\n", + " c_i = []\n", + " for i in 1:length(cf)\n", + " if i == 1\n", + " c_i = (cf[i] .+ ses[i] .* fac)[:,:]'\n", + " else\n", + " c_i = vcat(c_i, (cf[i] .+ ses[i] * fac)[:,:]')\n", + " end\n", + " end\n", + " table1 = DataFrame(hcat([\"X$y\" for y = object[\"index\"]], c_i), :auto)\n", + " rename(table1, vcat(\"index\", pct))\n", + " #ci = NamedArray(c_i, (1:size(c_i)[1], pct))\n", + " ci = pretty_table(c_i; header = pct, show_row_number = false, tf = tf_borderless, row_names = [\"X$y\" for y = object[\"index\"]])\n", + " #return c_i;;\n", + "end" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "using Random, Distributions, PrettyTables, DataFrames\n", + "Random.seed!(1234);\n", + "n = 100;\n", + "p = 100;\n", + "s = 3;\n", + "x = randn(n, p);\n", + "beta = vcat(fill(3, s), zeros(p - s));\n", + "y =1 .+ x * beta + randn(n);" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "lasso_effects = HDMjl.rlassoEffects(x, y, index = [1,2,3,50]);" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Coefficients:\n", + "\n", + " \u001b[1m X1 \u001b[0m \u001b[1m X2 \u001b[0m \u001b[1m X3 \u001b[0m \u001b[1m X50 \u001b[0m\n", + "\n", + " 2.925 2.903 3.101 -0.227\n" + ] + } + ], + "source": [ + "HDMjl.r_print(lasso_effects)" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and significance testing of the effect of target variables\n", + " \u001b[1m \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + "\n", + " \u001b[1m X1 \u001b[0m 2.92541 0.103597 28.2384 1.97828e-175\n", + " \u001b[1m X2 \u001b[0m 2.90258 0.105907 27.407 2.26599e-165\n", + " \u001b[1m X3 \u001b[0m 3.10095 0.110626 28.031 6.80893e-173\n", + " \u001b[1m X50 \u001b[0m -0.22712 0.0910927 -2.49329 0.0126566\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + } + ], + "source": [ + "HDMjl.r_summary(lasso_effects)" + ] + }, + { + "cell_type": "code", + "execution_count": 13, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", + "\n", + " \u001b[1m X1 \u001b[0m 2.72236 3.12845\n", + " \u001b[1m X2 \u001b[0m 2.69501 3.11016\n", + " \u001b[1m X3 \u001b[0m 2.88413 3.31778\n", + " \u001b[1m X50 \u001b[0m -0.405659 -0.048582\n" + ] + } + ], + "source": [ + "HDMjl.r_confint(lasso_effects)" + ] + }, + { + "cell_type": "code", + "execution_count": 216, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 4.3. Application: the effect of gender on wage" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 4.4. Application: Estimation of the treatment effect in a linear model with many confounding factors" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [], + "source": [ + "using CodecXz\n", + "using RData\n", + "using DataFrames\n", + "url = \"https://github.com/cran/hdm/raw/master/data/GrowthData.rda\";\n", + "GrowthData = load(download(url))[\"GrowthData\"];\n", + "y = GrowthData[:, 1];\n", + "d = GrowthData[:, 3];\n", + "X = Matrix(GrowthData[:, Not(1, 2, 3)]);" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [], + "source": [ + "lasso_effect = HDMjl.rlassoEffect(X, y, d, method = \"partialling out\");" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Coefficients:\n", + "\n", + " \u001b[1m X1 \u001b[0m\n", + "\n", + " -0.053\n" + ] + } + ], + "source": [ + "HDMjl.r_print(lasso_effect)" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and significance testing of the effect of target variables\n", + " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + "\n", + " 1 -0.05333 0.0143283 -3.722 0.000197655\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + } + ], + "source": [ + "HDMjl.r_summary(lasso_effect);" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "doublesel_effect = HDMjl.rlassoEffect(X, y, d, method = \"double selection\");" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Coefficients:\n", + "\n", + " \u001b[1m X1 \u001b[0m\n", + "\n", + " -0.045\n" + ] + } + ], + "source": [ + "HDMjl.r_print(doublesel_effect)" + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and significance testing of the effect of target variables\n", + " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + "\n", + " 1 -0.0453558 0.018656 -2.43116 0.0150506\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + } + ], + "source": [ + "HDMjl.r_summary(doublesel_effect);" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "false" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "select_Z=true\n", + "select_X=false\n", + "\n", + "select_Z==false & select_X==false" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 5. Instrumental Variable Estimation in a High-Dimensional Setting" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 5.2. Application: Economic Development and Institutions." + ] + }, + { + "cell_type": "code", + "execution_count": 115, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: replacing module HDMjl.\n" + ] + }, + { + "data": { + "text/plain": [ + "Main.HDMjl" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "include(\"E:/causal_ml/hdm_paper/prueba/HDMjl.jl/src/HDMjl.jl\")" + ] + }, + { + "cell_type": "code", + "execution_count": 92, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(64, 21)" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "using Statistics, StatsModels\n", + "url = \"https://github.com/cran/hdm/raw/master/data/AJR.rda\";\n", + "AJR = load(download(url))[\"AJR\"];\n", + "y = AJR[!,\"GDP\"]\n", + "d = AJR[!,\"Exprop\"]\n", + "z = AJR[!,\"logMort\"];\n", + "x_formula = @formula(GDP ~ -1 + Latitude + Latitude2 + Africa + Asia + Namer + Samer\n", + " + Latitude*Latitude2 + Latitude*Africa + Latitude*Asia + Latitude*Namer + Latitude*Samer\n", + " + Latitude2*Africa + Latitude2*Asia + Latitude2*Namer + Latitude2*Samer\n", + " + Africa*Asia + Africa*Namer + Africa*Samer\n", + " + Asia*Namer + Asia*Samer\n", + " + Namer*Samer)\n", + "x_dframe = ModelFrame( x_formula, AJR)\n", + "x1 = ModelMatrix(x_dframe)\n", + "x = x1.m\n", + "size(x)" + ] + }, + { + "cell_type": "code", + "execution_count": 109, + "metadata": {}, + "outputs": [], + "source": [ + "AJR_Xselect = HDMjl.rlassoIV(x, d, y, z, select_X=true, select_Z=false);" + ] + }, + { + "cell_type": "code", + "execution_count": 110, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Coefficients:\n", + "\n", + " \u001b[1m X1 \u001b[0m\n", + "\n", + " 1.276\n" + ] + } + ], + "source": [ + "HDMjl.r_print(AJR_Xselect)" + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", + " \u001b[1m Row \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", + "\n", + " 1 1.27623 0.87538 1.45791 0.144865\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + } + ], + "source": [ + "HDMjl.r_summary(AJR_Xselect);" + ] + }, + { + "cell_type": "code", + "execution_count": 112, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " \u001b[1m Row \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", + "\n", + " 1 -0.439485 2.99194\n" + ] + } + ], + "source": [ + "HDMjl.r_confint(AJR_Xselect);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 5.3. Application: Impact of Eminent Domain Decisions on Economic Outcomes." + ] + }, + { + "cell_type": "code", + "execution_count": 113, + "metadata": {}, + "outputs": [], + "source": [ + "using Statistics, GLM\n", + "url = \"https://github.com/cran/hdm/raw/master/data/EminentDomain.rda\";\n", + "EminentDomain = load(download(url))[\"EminentDomain\"];\n", + "z = EminentDomain[\"logGDP\"][\"z\"];\n", + "x = EminentDomain[\"logGDP\"][\"x\"];\n", + "d = EminentDomain[\"logGDP\"][\"d\"];\n", + "y = EminentDomain[\"logGDP\"][\"y\"];\n", + "x = x[:, (mean(x, dims = 1) .> 0.05)'];\n", + "z = z[:, (mean(z, dims = 1) .> 0.05)'];" + ] + }, + { + "cell_type": "code", + "execution_count": 117, + "metadata": {}, + "outputs": [], + "source": [ + "lasso_IV_Z = HDMjl.rlassoIV(x, d, y, z, select_X = false, select_Z = true);" + ] + }, + { + "cell_type": "code", + "execution_count": 120, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", + " \u001b[1m Row \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", + "\n", + " 1 -0.451027 2.32377 -0.194093 0.846103\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + } + ], + "source": [ + "HDMjl.r_summary(lasso_IV_Z);" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " \u001b[1m Row \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", + "\n", + " 1 -5.00553 4.10348\n" + ] + } + ], + "source": [ + "HDMjl.r_confint(lasso_IV_Z);" + ] + }, + { + "cell_type": "code", + "execution_count": 125, + "metadata": {}, + "outputs": [], + "source": [ + "lasso_IV_XZ = HDMjl.rlassoIV(x, d, y, z, select_X = true, select_Z = true);" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", + " \u001b[1m Row \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", + "\n", + " 1 -0.0449578 0.0801865 -0.560665 0.575026\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + } + ], + "source": [ + "HDMjl.r_summary(lasso_IV_XZ);" + ] + }, + { + "cell_type": "code", + "execution_count": 129, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " \u001b[1m Row \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", + "\n", + " 1 -0.202121 0.112205\n" + ] + } + ], + "source": [ + "HDMjl.r_confint(lasso_IV_XZ);" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 6. Inference on Treatment Effects in a High-Dimensional Setting" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 6.3. Application: 401(k) plan participation." + ] + }, + { + "cell_type": "code", + "execution_count": 26, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Dict{String, Any} with 5 entries:\n", + " \"se\" => 1930.68\n", + " \"individual\" => [-30618.3, -57537.6, -71442.9, 21383.3, -2.32925e5, 3.40765e…\n", + " \"sample_size\" => 9915\n", + " \"te\" => 10180.1\n", + " \"type\" => \"ATE\"" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "url = \"https://github.com/cran/hdm/raw/master/data/pension.rda\";\n", + "pension = load(download(url))[\"pension\"];\n", + "y = pension[:, \"tw\"];\n", + "d = pension[:, \"p401\"];\n", + "z = pension[:, \"e401\"];\n", + "X = Matrix(pension[:, [\"i2\", \"i3\", \"i4\", \"i5\", \"i6\", \"i7\", \"a2\", \"a3\", \"a4\", \"a5\", \"fsize\", \"hs\", \"smcol\", \"col\", \"marr\", \"twoearn\", \"db\", \"pira\", \"hown\"]]);\n", + "rlassoATE(X, d, y)" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Dict{String, Any} with 5 entries:\n", + " \"se\" => 2944.43\n", + " \"individual\" => [-21536.4, -52877.2, -1.44867e5, -2739.29, -307741.0, 7.3912…\n", + " \"sample_size\" => 9915\n", + " \"te\" => 12628.5\n", + " \"type\" => \"ATET\"" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "rlassoATET(X, d, y)" + ] + }, + { + "cell_type": "code", + "execution_count": 52, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Dict{String, Any} with 5 entries:\n", + " \"se\" => 2326.9\n", + " \"individual\" => [-50526.8, -1.39158e5, -1.37102e5, 38508.0, -6.5644e5, 7.943…\n", + " \"sample_size\" => 9915\n", + " \"te\" => 12992.1\n", + " \"type\" => \"LATE\"" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "rlassoLATE(X, d, y, z)" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Dict{String, Any} with 5 entries:\n", + " \"se\" => 3645.28\n", + " \"individual\" => [-35580.5, -90558.0, -1.83628e5, -5303.13, -8.0766e5, 1.8866…\n", + " \"sample_size\" => 9915\n", + " \"te\" => 15323.2\n", + " \"type\" => \"LATET\"" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "rlassoLATET(X, d, y, z)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Julia 1.8.1", + "language": "julia", + "name": "julia-1.8" + }, + "language_info": { + "file_extension": ".jl", + "mimetype": "application/julia", + "name": "julia", + "version": "1.8.1" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} From 071774d0636d2ffab29ec13c54727e9f0e87bdbf Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Wed, 5 Oct 2022 15:18:50 -0500 Subject: [PATCH 06/28] # --- src/HDMjl.jl | 2 +- src/rlassoEffect.jl | 8 ++++---- src/rlassoIV.jl | 28 +++++++++++++++------------- 3 files changed, 20 insertions(+), 18 deletions(-) diff --git a/src/HDMjl.jl b/src/HDMjl.jl index da2c6e2..c900905 100644 --- a/src/HDMjl.jl +++ b/src/HDMjl.jl @@ -2,7 +2,7 @@ module HDMjl export lambdaCalculation, init_values, as_logical, LassoShooting_fit, rlasso, rlassoEffect, rlassoEffects, rlassoIVselectX, rlassoIVselectZ, rlassoIV, rlassologit, rlassologitEffect, rlassologitEffects, rlassoATE, rlassoATET, rlassoLATE, rlassoLATET, tsls, r_summary -using Statistics, GLM, DataFrames, LinearAlgebra, GLMNet, Random, PrettyTables +using Statistics, GLM, DataFrames, LinearAlgebra, GLMNet, Random, PrettyTables, Distributions include("help_functions.jl") include("LassoShooting_fit.jl") diff --git a/src/rlassoEffect.jl b/src/rlassoEffect.jl index ace41d4..656f01b 100644 --- a/src/rlassoEffect.jl +++ b/src/rlassoEffect.jl @@ -252,13 +252,13 @@ function r_print(object::rlassoEffects1, digits = 3) if length(object.coefficients) <= 10 println("Coefficients:\n") - pretty_table(a[2,:]', tf = tf_borderless, header = a[1,:]) + pretty_table(a[2,:]', tf = tf_borderless, header = a[1,:], nosubheader = true, equal_columns_width = true, columns_width = 9, alignment=:c) #, header_crayon =crayon"blue") else for i in 1:trunc(length(object.coefficients)/10) - pretty_table(a[2,10*(i-1)+1:10*i]', tf = tf_borderless, header = a[1,10*(i-1)+1:10*i]) + pretty_table(a[2,10*(i-1)+1:10*i]', tf = tf_borderless, header = a[1,10*(i-1)+1:10*i], nosubheader = true, equal_columns_width = true, columns_width = 9, alignment=:c)#, header_crayon =crayon"green") end - pretty_table(a[2,10*trunc(length(object.coefficients)/10)+1:length(object.coefficients)]', - tf = tf_borderless, header = a[1,10*trunc(length(object.coefficients)/10)+1:length(object.coefficients)]) + pretty_table(a[2,10*trunc(length(object.coefficients)/10)+1:length(object.coefficients)]', alignment=:c, nosubheader = true, equal_columns_width = true, columns_width = 9, + tf = tf_borderless, header = a[1,10*trunc(length(object.coefficients)/10)+1:length(object.coefficients)])#, header_crayon =crayon"green") end else print("No coefficients\n") diff --git a/src/rlassoIV.jl b/src/rlassoIV.jl index b00e644..4a53970 100644 --- a/src/rlassoIV.jl +++ b/src/rlassoIV.jl @@ -7,19 +7,19 @@ mutable struct rlassoIV1 end function rlassoIV(x, d, y, z; select_Z::Bool = true, select_X::Bool = true, post::Bool = true) - if !select_Z & !select_X - res = tsls(d, y, z, x, homoskedastic = false) + if select_Z == true && select_X == false + res = tsls(d, y, z, x, homoscedastic = false) se = res["se"] - elseif select_Z & !select_X + elseif select_Z == true && select_X == false res = rlassoIVselectZ(x, d, y, z, post = post) res["sample_size"] = size(x)[1] - elseif !select_Z & select_X + elseif select_Z == false && select_X == true res = rlassoIVselectX(x, d, y, z, post = post) res["sample_size"] = size(x)[1] - elseif select_Z & select_X + elseif select_Z == true && select_X == true Z = hcat(z, x) lasso_d_zx = rlasso(Z, d, post = post) @@ -62,28 +62,30 @@ function rlassoIV(x, d, y, z; select_Z::Bool = true, select_X::Bool = true, post return res1; end +#using Crayons function r_print(object::rlassoIV1, digits = 3) if length(object.coefficients) != 0 - b = ["X$y" for y = length(object.coefficients)] + b = ["X$y" for y = 1:length(object.coefficients)] b = reshape(b,(1,length(b))) - a = vcat(b, round.(object.coefficients', digits = 3)) + a = vcat(b, round.(object.coefficients', digits = digits)) if length(object.coefficients) <= 10 println("Coefficients:\n") - pretty_table(a[2,:]', tf = tf_borderless, header = a[1,:]) + pretty_table(a[2,:]', tf = tf_borderless, header = a[1,:], nosubheader = true, equal_columns_width = true, columns_width = 9, alignment=:c) #, header_crayon =crayon"blue") else - for i in 1:trunc(length(object.coefficients)/10) - pretty_table(a[2,10*(i-1)+1:10*i]', tf = tf_borderless, header = a[1,10*(i-1)+1:10*i]) + for i in 1:convert(Int, trunc(length(object.coefficients)/10, digits =0)) + pretty_table(a[2,10*(i-1)+1:10*i]', tf = tf_borderless, header = a[1,10*(i-1)+1:10*i], nosubheader = true, equal_columns_width = true, columns_width = 9, alignment=:c)#, header_crayon =crayon"green") + print("\n") end - pretty_table(a[2,10*trunc(length(object.coefficients)/10)+1:length(object.coefficients)]', - tf = tf_borderless, header = a[1,10*trunc(length(object.coefficients)/10)+1:length(object.coefficients)]) + pretty_table(a[2,10*convert(Int, trunc(length(object.coefficients)/10, digits =0))+1:length(object.coefficients)]', alignment=:c, nosubheader = true, equal_columns_width = true, columns_width = 9, + tf = tf_borderless, header = a[1,10*convert(Int, trunc(length(object.coefficients)/10, digits =0))+1:length(object.coefficients)]) #, header_crayon =crayon"green") end else print("No coefficients\n") end end -using Distributions +#using Distributions function r_summary(object::rlassoIV1) if length(object.coefficients) != 0 k = length(object.coefficients) From 29785ee45dd6baff92b76d80daf9e804fc1c268d Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Thu, 6 Oct 2022 18:41:18 -0500 Subject: [PATCH 07/28] # --- src/rlassoEffect.jl | 2 +- src/rlassoIV.jl | 50 ++--- src/rlassoIVselectX.jl | 4 +- src/rlassoIVselectZ.jl | 9 +- src/tsls.jl | 30 ++- tutorial/HDMjl_tutorial_1.ipynb | 366 ++++++++++++++++---------------- 6 files changed, 247 insertions(+), 214 deletions(-) diff --git a/src/rlassoEffect.jl b/src/rlassoEffect.jl index 656f01b..c801e62 100644 --- a/src/rlassoEffect.jl +++ b/src/rlassoEffect.jl @@ -134,7 +134,7 @@ end function r_print(object::rlassoEffect1, digits = 3) if length(object.coefficients) != 0 - b = ["X$y" for y = length(object.coefficients)] + b = ["$y" for y = 1:length(object.coefficients)] b = reshape(b,(1,length(b))) a = vcat(b, round.(object.coefficients', digits = 3)) if length(object.coefficients) <= 10 diff --git a/src/rlassoIV.jl b/src/rlassoIV.jl index 4a53970..28db347 100644 --- a/src/rlassoIV.jl +++ b/src/rlassoIV.jl @@ -7,8 +7,9 @@ mutable struct rlassoIV1 end function rlassoIV(x, d, y, z; select_Z::Bool = true, select_X::Bool = true, post::Bool = true) - if select_Z == true && select_X == false + if select_Z == false && select_X == false res = tsls(d, y, z, x, homoscedastic = false) + #res["coefficients"] = hcat(["d$y" for y = 1:size(d[:,:],2)], res["coefficients"]) se = res["se"] elseif select_Z == true && select_X == false @@ -17,7 +18,7 @@ function rlassoIV(x, d, y, z; select_Z::Bool = true, select_X::Bool = true, post elseif select_Z == false && select_X == true res = rlassoIVselectX(x, d, y, z, post = post) - res["sample_size"] = size(x)[1] + #res["sample_size"] = size(x)[1] elseif select_Z == true && select_X == true @@ -53,6 +54,7 @@ function rlassoIV(x, d, y, z; select_Z::Bool = true, select_X::Bool = true, post end res = tsls(Dr, Yr, Zr, intercept = false, homoscedastic = false) + #res["coefficients"] = hcat(["d$y" for y = 1:size(d[:,:],2)], res["coefficients"]) end se = res["se"] sample_size = res["sample_size"] @@ -63,22 +65,23 @@ function rlassoIV(x, d, y, z; select_Z::Bool = true, select_X::Bool = true, post end #using Crayons -function r_print(object::rlassoIV1, digits = 3) - if length(object.coefficients) != 0 - b = ["X$y" for y = 1:length(object.coefficients)] - b = reshape(b,(1,length(b))) - a = vcat(b, round.(object.coefficients', digits = digits)) - if length(object.coefficients) <= 10 +function r_print(object::rlassoIV1, n_digits = 3) + if size([object.coefficients])[1] != 0 + # b = ["X$y" for y = 1:length(object.coefficients)] + # b = reshape(b,(1,length(b))) + # a = vcat(b, round.(object.coefficients', digits = digits)) + a = hcat(object.coefficients[:,1], round.(object.coefficients[:,2], digits = n_digits)) + if size(object.coefficients, 1) <= 10 println("Coefficients:\n") - pretty_table(a[2,:]', tf = tf_borderless, header = a[1,:], nosubheader = true, equal_columns_width = true, columns_width = 9, alignment=:c) #, header_crayon =crayon"blue") + pretty_table(a[:, 2]', tf = tf_borderless, header = a[:, 1], nosubheader = true, equal_columns_width = true, columns_width = 10, alignment=:c) #, header_crayon =crayon"blue") else - for i in 1:convert(Int, trunc(length(object.coefficients)/10, digits =0)) - pretty_table(a[2,10*(i-1)+1:10*i]', tf = tf_borderless, header = a[1,10*(i-1)+1:10*i], nosubheader = true, equal_columns_width = true, columns_width = 9, alignment=:c)#, header_crayon =crayon"green") + for i in 1:convert(Int, trunc(size(object.coefficients, 1)/10, digits =0)) + pretty_table(a[10*(i-1)+1:10*i, 2]', tf = tf_borderless, header = a[10*(i-1)+1:10*i, 1], nosubheader = true, equal_columns_width = true, columns_width = 10, alignment=:c)#, header_crayon =crayon"green") print("\n") end - pretty_table(a[2,10*convert(Int, trunc(length(object.coefficients)/10, digits =0))+1:length(object.coefficients)]', alignment=:c, nosubheader = true, equal_columns_width = true, columns_width = 9, - tf = tf_borderless, header = a[1,10*convert(Int, trunc(length(object.coefficients)/10, digits =0))+1:length(object.coefficients)]) #, header_crayon =crayon"green") + pretty_table(a[10*convert(Int, trunc(size(object.coefficients, 1)/10, digits =0))+1:size(object.coefficients, 1), 2]', alignment=:c, nosubheader = true, equal_columns_width = true, columns_width = 10, + tf = tf_borderless, header = a[10*convert(Int, trunc(size(object.coefficients, 1)/10, digits =0))+1:size(object.coefficients, 1), 1]) #, header_crayon =crayon"green") end else print("No coefficients\n") @@ -87,18 +90,18 @@ end #using Distributions function r_summary(object::rlassoIV1) - if length(object.coefficients) != 0 - k = length(object.coefficients) + if size([object.coefficients])[1] != 0 + k = length(object.coefficients[:,2]) table = zeros(k, 4) - table[:, 1] .= object.coefficients + table[:, 1] .= vec(object.coefficients[:,2]) table[:, 2] .= object.se table[:, 3] .= table[:, 1]./table[:, 2] table[:, 4] .= 2 * cdf(Normal(), -abs.(table[:, 3])) - table1 = DataFrame(table, :auto) - table1 = rename(table1, ["coeff.", "se.", "t-value", "p-value"]) + table1 = DataFrame(hcat(object.coefficients[:,1], table), :auto) + table1 = rename(table1, [" ", "coeff.", "se.", "t-value", "p-value"]) print("Estimates and Significance Testing of the effect of target variables in the IV regression model", "\n") - pretty_table(table, show_row_number = true, header = ["coeff.", "se.", "t-value", "p-value"], tf = tf_borderless) + pretty_table(table1, show_row_number = false, header = [" ", "coeff.", "se.", "t-value", "p-value"], tf = tf_borderless) print("---", "\n", "Signif. codes:","\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1") print("\n") return table1; @@ -112,7 +115,7 @@ end function r_confint(object::rlassoIV1, level = 0.95) n = object.sample_size k = length(object.coefficients) - cf = object.coefficients + cf = object.coefficients[:,2:end] #pnames <- names(cf) # if (missing(parm)) # parm <- pnames else if (is.numeric(parm)) @@ -130,9 +133,8 @@ function r_confint(object::rlassoIV1, level = 0.95) c_i = vcat(c_i, (cf[i] .+ ses[i] .* fac)[:,:]') end end - table1 = DataFrame(c_i, :auto) - table1 = rename(table1, pct) - #ci = NamedArray(c_i, (1:size(c_i)[1], pct)) - ci = pretty_table(c_i; header = pct, show_row_number = true, tf = tf_borderless) + table1 = DataFrame(hcat(object.coefficients[:,1],c_i), :auto) + table1 = rename(table1, append!([" "],pct)) + ci = pretty_table(table1; header = append!([" "],pct), show_row_number = false, tf = tf_borderless) return table1; end \ No newline at end of file diff --git a/src/rlassoIVselectX.jl b/src/rlassoIVselectX.jl index e855fe1..d14d83c 100644 --- a/src/rlassoIVselectX.jl +++ b/src/rlassoIVselectX.jl @@ -12,11 +12,11 @@ function rlassoIVselectX(x, d, y, z; post::Bool = true) Zr[:, i] = lasso_z_x["residuals"] end - result = tsls(Dr, Yr, Zr, intercept = false) + result = tsls(Dr, Yr, Zr, nothing,intercept = false) se = result["se"] vcov = result["vcov"] coef = result["coefficients"] # coefnames = result["coefnames"] - res = Dict("coefficients" => coef, "vcov" => vcov, "se" => se) + res = Dict("coefficients" => coef, "vcov" => vcov, "se" => se, "sample_size" => n) return res end \ No newline at end of file diff --git a/src/rlassoIVselectZ.jl b/src/rlassoIVselectZ.jl index 8fd2e00..9430fee 100644 --- a/src/rlassoIVselectZ.jl +++ b/src/rlassoIVselectZ.jl @@ -1,9 +1,13 @@ -function rlassoIVselectZ(x, y, d, z; post::Bool = true, intercept::Bool = true) +function rlassoIVselectZ(x, d, y, z; post::Bool = true, intercept::Bool = true) n = size(y, 1) kex = size(x, 2) ke = size(d, 2) + d_names = ["d$y" for y = 1:ke] + x_names = ["x$y" for y = 1:kex]; + coef_names = append!(d_names,x_names); + Z = hcat(z, x) kiv = size(Z, 2) select_mat = zeros(0) @@ -40,7 +44,7 @@ function rlassoIVselectZ(x, y, d, z; post::Bool = true, intercept::Bool = true) if isempty(Dhat) Dhat = append!(Dhat, dihat) else - Dhat = hcat(Dhat, digat) + Dhat = hcat(Dhat, dihat) end end @@ -52,6 +56,7 @@ function rlassoIVselectZ(x, y, d, z; post::Bool = true, intercept::Bool = true) Omega_hat = Dhat' * (Dhat .* (residuals .^ 2)) Q_hat_inv = pinv(d' * Dhat) vcov = Q_hat_inv * Omega_hat * Q_hat_inv' + alpha_hat = hcat(coef_names, alpha_hat) res = Dict("coefficients" => alpha_hat[1:ke, :], "se" => sqrt.(diag(vcov))[1:ke], "residuals" => residuals, "samplesize" => n) return res end \ No newline at end of file diff --git a/src/tsls.jl b/src/tsls.jl index ef95497..0f02174 100644 --- a/src/tsls.jl +++ b/src/tsls.jl @@ -9,11 +9,36 @@ end function tsls(d::Array, y::Array, z::Array, x::Union{Nothing, Array} = nothing; intercept::Bool = true, homoscedastic::Bool = true) # x::Union{Nothing, DataFrame, Array} n = size(y, 1) + # if intercept == true + # d_names = ["d$y" for y = 1:size(d[:,:],2)] + # x_names = ["x$y" for y = 1:size(x,2)]; + # coef_names = append!(append!(d_names, ["intercept"]), x_names); + # else + # d_names = ["d$y" for y = 1:size(d[:,:],2)] + # x_names = ["x$y" for y = 1:size(x,2)]; + # coef_names = append!(d_names,x_names); + # end - if intercept && !isnothing(x) + if intercept == true && isnothing(x) == false + d_names = ["d$y" for y = 1:size(d[:,:],2)] + x_names = ["x$y" for y = 1:size(x,2)]; + coef_names = append!(append!(d_names, ["intercept"]), x_names); x = hcat(ones(n, 1), x) - elseif intercept && isnothing(x) + + elseif intercept == true && isnothing(x) == true x = ones(n, 1) + d_names = ["d$y" for y = 1:size(d[:,:],2)] + #x_names = ["x$y" for y = 1:size(x,2)]; + coef_names = append!(d_names, ["intercept"]); + + elseif intercept == false && isnothing(x) == true + d_names = ["d$y" for y = 1:size(d[:,:],2)] + #x_names = ["x$y" for y = 1:size(x,2)]; + coef_names = d_names; + elseif intercept == false && isnothing(x) == false + d_names = ["d$y" for y = 1:size(d[:,:],2)] + x_names = ["x$y" for y = 1:size(x,2)]; + coef_names = append!(d_names, x_names) end a1 = size(d, 2) @@ -58,6 +83,7 @@ function tsls(d::Array, y::Array, z::Array, x::Union{Nothing, Array} = nothing; else se = sqrt(VC1) end + b = hcat(coef_names, b) res = Dict("coefficients" => b, "vcov" => VC1, "se" => se, "residuals" => e, "sample_size" => n) return res end \ No newline at end of file diff --git a/tutorial/HDMjl_tutorial_1.ipynb b/tutorial/HDMjl_tutorial_1.ipynb index 7c59879..aa02f26 100644 --- a/tutorial/HDMjl_tutorial_1.ipynb +++ b/tutorial/HDMjl_tutorial_1.ipynb @@ -36,7 +36,7 @@ "metadata": {}, "outputs": [], "source": [ - "using CodecXz, RData, DataFrames, StatsModels, Statistics, Distributions, PrettyTables, Distributions" + "using CodecXz, RData, DataFrames, StatsModels, Statistics, Distributions, PrettyTables" ] }, { @@ -173,127 +173,7 @@ }, { "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "print_effects (generic function with 2 methods)" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "function print_effects(object, digits = 3)\n", - " if length(object[\"coefficients\"]) != 0\n", - " b = [\"X$y\" for y = object[\"index\"]]\n", - " b = reshape(b,(1,length(b)))\n", - " a = vcat(b, round.(object[\"coefficients\"]', digits = digits))\n", - " if length(object[\"coefficients\"]) <= 10\n", - " \n", - " println(\"Coefficients:\\n\")\n", - " pretty_table(a[2,:]', tf = tf_borderless, header = a[1,:])\n", - " else \n", - " for i in 1:trunc(length(object[\"coefficients\"])/10)\n", - " pretty_table(a[2,10*(i-1)+1:10*i]', tf = tf_borderless, header = a[1,10*(i-1)+1:10*i])\n", - " end\n", - " pretty_table(a[2,10*trunc(length(object[\"coefficients\"])/10)+1:length(object[\"coefficients\"])]',\n", - " tf = tf_borderless, header = a[1,10*trunc(length(object[\"coefficients\"])/10)+1:length(object[\"coefficients\"])])\n", - " end\n", - " else \n", - " print(\"No coefficients\\n\")\n", - " end\n", - "end" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "summary_effects (generic function with 1 method)" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "function summary_effects(object)\n", - " if length(object) != 0\n", - " k = length(object[\"coefficients\"])\n", - " table = zeros(k, 4)\n", - " table[:, 1] .= object[\"coefficients\"]\n", - " table[:, 2] .= object[\"se\"]\n", - " table[:, 3] .= table[:, 1]./table[:, 2]\n", - " table[:, 4] .= 2 * cdf(Normal(), -abs.(table[:, 3]))\n", - " table1 = DataFrame(hcat([\"X$y\" for y = object[\"index\"]], table), :auto)\n", - " rename(table1, [\"index\", \"Estimate.\", \"Std. Error\", \"t value\", \"Pr(>|t|)\"])\n", - " print(\"Estimates and significance testing of the effect of target variables\", \n", - " \"\\n\")\n", - " pretty_table(table, show_row_number = false, header = [\"Estimate.\", \"Std. Error\", \"t value\", \"Pr(>|t|)\"], tf = tf_borderless, row_names = [\"X$y\" for y = object[\"index\"]])\n", - " print(\"---\", \"\\n\", \"Signif. codes:\",\"\\n\", \"0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\")\n", - " print(\"\\n\")\n", - " else\n", - " print(\"No coefficients\\n\")\n", - " end\n", - "end" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "confint_effects (generic function with 2 methods)" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "function confint_effects(object, level = 0.95)\n", - " n = object[\"sample_size\"]\n", - " k = length(object[\"coefficients\"])\n", - " cf = object[\"coefficients\"]\n", - " #pnames <- names(cf)\n", - " # if (missing(parm)) \n", - " # parm <- pnames else if (is.numeric(parm)) \n", - " # parm <- pnames[parm]\n", - " a = (1 - level)/2\n", - " a = [a, 1 - a]\n", - " fac = quantile.(Normal(), a)\n", - " pct = string.(round.(a; digits = 3)*100, \"%\")\n", - " ses = object[\"se\"]\n", - " c_i = []\n", - " for i in 1:length(cf)\n", - " if i == 1\n", - " c_i = (cf[i] .+ ses[i] .* fac)[:,:]'\n", - " else\n", - " c_i = vcat(c_i, (cf[i] .+ ses[i] * fac)[:,:]')\n", - " end\n", - " end\n", - " table1 = DataFrame(hcat([\"X$y\" for y = object[\"index\"]], c_i), :auto)\n", - " rename(table1, vcat(\"index\", pct))\n", - " #ci = NamedArray(c_i, (1:size(c_i)[1], pct))\n", - " ci = pretty_table(c_i; header = pct, show_row_number = false, tf = tf_borderless, row_names = [\"X$y\" for y = object[\"index\"]])\n", - " #return c_i;;\n", - "end" - ] - }, - { - "cell_type": "code", - "execution_count": 6, + "execution_count": 1092, "metadata": {}, "outputs": [], "source": [ @@ -309,7 +189,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 1093, "metadata": {}, "outputs": [], "source": [ @@ -318,7 +198,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 1094, "metadata": {}, "outputs": [ { @@ -327,9 +207,9 @@ "text": [ "Coefficients:\n", "\n", - " \u001b[1m X1 \u001b[0m \u001b[1m X2 \u001b[0m \u001b[1m X3 \u001b[0m \u001b[1m X50 \u001b[0m\n", + " \u001b[1m X1 \u001b[0m \u001b[1m X2 \u001b[0m \u001b[1m X3 \u001b[0m \u001b[1m X50 \u001b[0m\n", "\n", - " 2.925 2.903 3.101 -0.227\n" + " 2.925 2.903 3.101 -0.227\n" ] } ], @@ -339,14 +219,27 @@ }, { "cell_type": "code", - "execution_count": 12, + "execution_count": 1096, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Estimates and significance testing of the effect of target variables\n", + "Estimates and significance testing of the effect of target variables" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ " \u001b[1m \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", "\n", " \u001b[1m X1 \u001b[0m 2.92541 0.103597 28.2384 1.97828e-175\n", @@ -365,7 +258,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 1097, "metadata": {}, "outputs": [ { @@ -415,7 +308,33 @@ }, { "cell_type": "code", - "execution_count": 44, + "execution_count": 1084, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: replacing module HDMjl.\n" + ] + }, + { + "data": { + "text/plain": [ + "Main.HDMjl" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "include(\"E:/causal_ml/hdm_paper/prueba/HDMjl.jl/src/HDMjl.jl\")" + ] + }, + { + "cell_type": "code", + "execution_count": 1085, "metadata": {}, "outputs": [], "source": [ @@ -431,7 +350,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 1086, "metadata": {}, "outputs": [], "source": [ @@ -440,7 +359,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 1087, "metadata": {}, "outputs": [ { @@ -449,7 +368,7 @@ "text": [ "Coefficients:\n", "\n", - " \u001b[1m X1 \u001b[0m\n", + " \u001b[1m 1 \u001b[0m\n", "\n", " -0.053\n" ] @@ -461,7 +380,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 1088, "metadata": {}, "outputs": [ { @@ -476,15 +395,40 @@ "Signif. codes:\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" ] + }, + { + "data": { + "text/html": [ + "

1 rows × 4 columns

Estimate.Std. Errort valuePr(>|t|)
Float64Float64Float64Float64
1-0.053330.0143283-3.7220.000197655
" + ], + "text/latex": [ + "\\begin{tabular}{r|cccc}\n", + "\t& Estimate. & Std. Error & t value & Pr(>|t|)\\\\\n", + "\t\\hline\n", + "\t& Float64 & Float64 & Float64 & Float64\\\\\n", + "\t\\hline\n", + "\t1 & -0.05333 & 0.0143283 & -3.722 & 0.000197655 \\\\\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "\u001b[1m1×4 DataFrame\u001b[0m\n", + "\u001b[1m Row \u001b[0m│\u001b[1m Estimate. \u001b[0m\u001b[1m Std. Error \u001b[0m\u001b[1m t value \u001b[0m\u001b[1m Pr(>|t|) \u001b[0m\n", + "\u001b[1m \u001b[0m│\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\n", + "─────┼─────────────────────────────────────────────\n", + " 1 │ -0.05333 0.0143283 -3.722 0.000197655" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "HDMjl.r_summary(lasso_effect);" + "HDMjl.r_summary(lasso_effect)" ] }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 1089, "metadata": {}, "outputs": [], "source": [ @@ -493,7 +437,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 1090, "metadata": {}, "outputs": [ { @@ -502,7 +446,7 @@ "text": [ "Coefficients:\n", "\n", - " \u001b[1m X1 \u001b[0m\n", + " \u001b[1m 1 \u001b[0m\n", "\n", " -0.045\n" ] @@ -514,7 +458,7 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 1091, "metadata": {}, "outputs": [ { @@ -573,7 +517,7 @@ }, { "cell_type": "code", - "execution_count": 115, + "execution_count": 1066, "metadata": {}, "outputs": [ { @@ -599,7 +543,7 @@ }, { "cell_type": "code", - "execution_count": 92, + "execution_count": 1067, "metadata": {}, "outputs": [ { @@ -633,7 +577,7 @@ }, { "cell_type": "code", - "execution_count": 109, + "execution_count": 1068, "metadata": {}, "outputs": [], "source": [ @@ -642,7 +586,7 @@ }, { "cell_type": "code", - "execution_count": 110, + "execution_count": 1069, "metadata": {}, "outputs": [ { @@ -651,9 +595,9 @@ "text": [ "Coefficients:\n", "\n", - " \u001b[1m X1 \u001b[0m\n", + " \u001b[1m d1 \u001b[0m\n", "\n", - " 1.276\n" + " 1.276\n" ] } ], @@ -663,7 +607,7 @@ }, { "cell_type": "code", - "execution_count": 111, + "execution_count": 1070, "metadata": {}, "outputs": [ { @@ -671,9 +615,9 @@ "output_type": "stream", "text": [ "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", - " \u001b[1m Row \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", + " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", "\n", - " 1 1.27623 0.87538 1.45791 0.144865\n", + " d1 1.27623 0.87538 1.45791 0.144865\n", "---\n", "Signif. codes:\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" @@ -686,16 +630,16 @@ }, { "cell_type": "code", - "execution_count": 112, + "execution_count": 1071, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " \u001b[1m Row \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", + " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", "\n", - " 1 -0.439485 2.99194\n" + " d1 -0.439485 2.99194\n" ] } ], @@ -712,7 +656,42 @@ }, { "cell_type": "code", - "execution_count": 113, + "execution_count": 179, + "metadata": {}, + "outputs": [], + "source": [ + "using Crayons, Distributions" + ] + }, + { + "cell_type": "code", + "execution_count": 1056, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: replacing module HDMjl.\n" + ] + }, + { + "data": { + "text/plain": [ + "Main.HDMjl" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "include(\"E:/causal_ml/hdm_paper/prueba/HDMjl.jl/src/HDMjl.jl\")" + ] + }, + { + "cell_type": "code", + "execution_count": 1057, "metadata": {}, "outputs": [], "source": [ @@ -729,7 +708,7 @@ }, { "cell_type": "code", - "execution_count": 117, + "execution_count": 1058, "metadata": {}, "outputs": [], "source": [ @@ -738,7 +717,7 @@ }, { "cell_type": "code", - "execution_count": 120, + "execution_count": 1059, "metadata": {}, "outputs": [ { @@ -746,9 +725,9 @@ "output_type": "stream", "text": [ "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", - " \u001b[1m Row \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", + " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", "\n", - " 1 -0.451027 2.32377 -0.194093 0.846103\n", + " d1 -0.0122757 0.0376474 -0.326069 0.744372\n", "---\n", "Signif. codes:\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" @@ -761,16 +740,16 @@ }, { "cell_type": "code", - "execution_count": 122, + "execution_count": 1060, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " \u001b[1m Row \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", + " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", "\n", - " 1 -5.00553 4.10348\n" + " d1 -0.0860632 0.0615119\n" ] } ], @@ -780,7 +759,28 @@ }, { "cell_type": "code", - "execution_count": 125, + "execution_count": 1061, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Coefficients:\n", + "\n", + " \u001b[1m d1 \u001b[0m\n", + "\n", + " -0.012\n" + ] + } + ], + "source": [ + "HDMjl.r_print(lasso_IV_Z)" + ] + }, + { + "cell_type": "code", + "execution_count": 1062, "metadata": {}, "outputs": [], "source": [ @@ -789,7 +789,7 @@ }, { "cell_type": "code", - "execution_count": 127, + "execution_count": 1063, "metadata": {}, "outputs": [ { @@ -797,9 +797,9 @@ "output_type": "stream", "text": [ "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", - " \u001b[1m Row \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", + " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", "\n", - " 1 -0.0449578 0.0801865 -0.560665 0.575026\n", + " d1 -0.0449578 0.0801865 -0.560665 0.575026\n", "---\n", "Signif. codes:\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" @@ -812,16 +812,16 @@ }, { "cell_type": "code", - "execution_count": 129, + "execution_count": 1064, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " \u001b[1m Row \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", + " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", "\n", - " 1 -0.202121 0.112205\n" + " d1 -0.202121 0.112205\n" ] } ], @@ -831,10 +831,24 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1065, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Coefficients:\n", + "\n", + " \u001b[1m d1 \u001b[0m\n", + "\n", + " -0.045\n" + ] + } + ], + "source": [ + "HDMjl.r_print(lasso_IV_XZ)" + ] }, { "cell_type": "markdown", @@ -994,20 +1008,6 @@ "outputs": [], "source": [] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, { "cell_type": "code", "execution_count": null, From 94dcd0adb1fcd04bb25e271ddf9c38d138176ff6 Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Fri, 7 Oct 2022 08:04:56 -0500 Subject: [PATCH 08/28] # --- data/4_1.csv | Bin 0 -> 807189 bytes tutorial/HDMjl_tutorial_1.ipynb | 122 +++++++++++++++------ tutorial/r_file.ipynb | 185 ++++++++++++++++++++++++++++++++ 3 files changed, 272 insertions(+), 35 deletions(-) create mode 100644 data/4_1.csv create mode 100644 tutorial/r_file.ipynb diff --git a/data/4_1.csv b/data/4_1.csv new file mode 100644 index 0000000000000000000000000000000000000000..222facc6fa7a702ec5f093b401c0c2836d049958 GIT binary patch literal 807189 zcmV(rK<>XEiwFP!000001{|AtI91=~{NFh-wN~nY) zMJlNzijt`a;frJ~5;A2@rp#oX=i&8x|JeK5*FO7?z1Dix=eh6e+Q-tsR-MI`g+L$> z33RkOXZoE>0=@Nd!`<41|Gz_^A}YB|N@!v2F<)9i z+uAZOtLj@Y%PiAk=eIme_ts{U%P9#=3yM`tFG--{QsUMyM>`t$dVY0U#uM|mWKnag zs!?126&gh+0w%kh>^)oG0=Y|X&1*kjN(e3aSmdN?ydJ%x;8N> z%RTe0pc*761)Zognm{YmTa5P%iy+D2?@W|>805=gY_qA4gq-rYg)a3Prl05b`YHPr z^PFh7VJOuGs-zeu92gN~sE9O0MsASf8(&_dW;G;#JMPn~cnNZUucwGu^nt2M@8Q(( z21vSk*zG6BUdT-eQ_6j#ig_QdKhk{p1|)R%#>cNpVF~D7m#Mam2~yT{3E3NvM^fIc zp1Tn9#Fj_p-CTl_!Lv5vmUNikZ~rx3d~XWLo>8a-jNp^pfK-= z{$<8|NVi{AOsFsplGfW7&bQZM!q;WDM;48cd^m^gdZ0CC7^N75ci(|RuWYU*8|FZQ zYiq8!#(qp0@%^*a?+1CUU;FjSb3n?8J=fyd3n3w(_)1+I9cYrcagYy{L&C4p!?crs z!B&3Tvqx_qLYlQGmjJP1^l$QVrQ!1kwCT>+>en3uMg-or7tXO@V(;Eeg1<1Nwf~f^ zBDfC5i(l*`^;|}MLBlH?+e>IU&R#yz?GxBMbY8Tlu>$ckUQQx4IIwL95;AlPf7g5f{!L|OyA3g^r=|~r1uzN ziKc4uaketl`l+pjyOIOb#z(|#J|sZK8iuZCS4}YG_i4R%?scd~a`i=+XFZl&*$bM6 z(lNQ4^|OOk8k#lYyK~4<2P`}|p+BbR0*OHii=s-mFkRorV*Vwm_$nzZHhg$nHs1m)p2=R4E=k0K4fHnq-#DTi_7pFXOmj%(6J9CPypH)a zCx!>ke#fFqiSDxj+EDPY`s{_EM9eU`8S-#62CcSIZhtP!$Hc<}%mEy0keT0a-9(rU zY#(21J^0ZRi<@3)J$FI~&1Qan+xzGPTC~xu+RV5Dxt2E1HD%U74#}6QNBUgQu-N(~ zZwC&@TdZ8|yW1Xe{T8@MFL49&Pe03#=VSzB(q?!2r&Z8Mk_gxI-Du2Nagln9IEJ}P zy)xF~86f|k27an$5@z`&rQIAkfR;W_Jw0#J1zGPD>Bc+l27{HfIlN8F;71|n{cU4y zOeA{tb1qC{ahj{XLBX+*wEJ$%;g?ll^GeLVOY7e;Re659ENTVy9sC*4Y9|EdH;lcq zzYjxkZR(wzv05x-GB^=15P=B+eXQAZtWZ>cQX?;+0ZdaX1Y7J2G51g^vm-Mr8sdAi zmaZy33h@nm$V>pq*R8<(gt!%8aS}}6{8KO^mFxZ_#lIQRFjHeBjkQ-wbUXY z2$o(2FI8lb(G+9ou4jD_sOv3{{f7!ZG-sL>%r*NB(;U%u4}V>XX`U4xtJNyURK3A3 z>TDQOxSp~!|F{kL;vb(Gxp@*STQ7x)?CpnS9PH$L^9~ez;#B^Ra2^aFG>vooDG%uz zUiL;+KY^lFS}=J@1@g{~3%X|wLqUJ!erDDa(~a~Q-3pa}vN_%^ZR2`iog=L0ioiA+ zbWeAW-1-Fu4MHkbjFcex*oNN6(_(1eU!x@^{Vyofb@#ZdED6bNeS-U{pJG10gJ;6d zdtpu=Ejf1y11w#dY4^^n1J#}y`Od_L!IsYm`|Ms8C|R6yen4#nQ!{s6$dgTm{9cJ? zRnMqlGPlRW+oV*?5+oLr_&y0Uaq9{Ne!h;yRhrL^?fn5sU&F#*-I#&9UbJ{4=Q=QR z=a~F!2U{$j*0p42z8}hGHLoOG;s>Qd7MJA|10j*KK~bu)1a05fpGnrehvv|PZ=c%? zBnzfHJ<@5y91^v={^-U*vLvLql;(px>1Ns8(g~QCet)7u!hN(D9HF^;bOZHw9kI12 z5&_f4#ft|MsgO(Jrdhl48e|xK;BY?hF68oAD!zGd6O(z*{#l9mj7Dap4!%qdz~mg} ziIpZ-C~-5c%wEwG^6#a9a-t99)#TUk8gj&pk#~=*CzoU9)1h`UHGY`1H(URX-ea_3 zA#~wII4>5itN`3CC79*sFQ(3BA4pMGlilZ?ftE~5A3pr<0og4&QZrbtg6_b|7M<^k zX!$Vs+YtU9avxfIn@5nw+;;+^E=?VPY>Jj0gPenqZR3@G`BFD#P4KAbvaUrNV|vg0 z1NyL-zs2g%GiNYAl~I$|Q3SReLHwcie6-E6d9*+_5Yiui?Ejos3)6I@2A+TS0@G_T zJh4$NLo*p)mG7EFt1r&+7`C}WV47hCEXu@CoUQSb>Z z)mc1U_NGOvpBG8h+6|a%vid~Hi~*F48sm_?%?;*PwXda_7J}|Y`lJ>OHYl5vZNPA3 z3$k9$mKqci#iXsPiKin4ut?#l>L5Yioj&)7merYx#Z@28i)s2|>hr&;B<0tTrb5^1 zA4lY``pr}Rxi4q)Ec zbn93lH|mi`{!#pfm{&x|UEsSF>NrTJkv=1aX51af5g zdzBCbP%dO>?iqg_X#)nu3fez4F@VWYhtG|qzdOIHN!xhd$J}hR4BYu+kaTjiRBpWv zZ7ixhIc4aCmc{2Ya$i*J^qt~)i)UYv-vABu{i8t0`}p>kS#B{@W)~CZ9ODZ%M-`a2 zf4{)|#l3DfSbH(U4X?$6&3tHjaiBcv#~CPeGr2LYL=+09@VCED-2_{%8--SXFJKPM z1G^5VutFMjKQ1$x9jgOou$lq^Vg8?=+$&4DhH%<*cDfh^agEojL^6}8iVvD z`jMBEWT42!0m_Hw1+eyHkkQ$J09j6#I4U-lL)P;#+M*_GP;j?q;tgqTOzpF=eZ4ml zO-?DDeBYx8nY0jU+h>eP-!1;DbT$Xeo1252o zb5X+n7Xetn@%}sAsheo#-E}|TU)GTE#H;rfe9D;T!@9B7xASQ3jwzS6_Y*MVYIb=u zzX)?{EZO~seqpL&LUdfUKKfPE9AWa?ZHJReHrw2bFvAqJLF#%B7GF3#A<0HX-Mcpv zEdy2{SLTl=jTeQ$diU`a$Ed@oZOL7Fs4xj~HLAA%SiTL}TLE}fhpg$L$4{A}wz|zn+4Zkavn8Pi8 zz+p%j6YsmWIP+q#8RuEz_8|;xD_zQa@4k+i+m}B^%Kt(0md&3&Gw;Q0cIzjWUNB&q zLHp@+tzOK-k&xU!C4iZE3ZGOljY4iOs4;2hhb6Di=0{)V#guM?XLNU+upF3S_>@x$ zmP$AlX4nrwPAQB1b~jtGuz!ZLvAPiym|T<6AS+_>oF>ZaZNf}C=XUoj6l0F__wz_4 ztB^zaw6Dsx0Gc6`Etx*o0c*Q?qS(!{!FF7>-sAE8ko3(wtY0q?^1fPm(p8iOiR7m3 z$IpI)ks)J_lf3e%_Y36}MJWPv`SdDr7}bEk&vg7uCIX=V;j*5gQ$OT731j7&HPCjt zea3v*Q%E?>Z(n^i2=bG^y>04Tz~YbP-Kc9b;4k&Wcp7s78WB3f)AC>j(voOnl4vSG zU1m&-f$AWdzP)Gv(NZ@|TJy>t*x!ly8+0GsX8!@&e&32(oh`spADGX72u%Ykk%IIN zrGGH9%LwU0Z~|t0qOrgGjTj~kcyrSWBw#kFL(=LsU6}vQFT?tC7Le3;K3}#A{ zF7{-TfTXt9Cr6_xVA%3fXItDLTCpineD-&T3O_LeN6Qp}JVi zpWQs}lkAEGAMkz78urAJvNuh8c!VI6XYTMmcUR2hMLhGX@)HyZqALT-{7d+ zO2}CLLa~5*11-OGN|QM>qHS3+$Wm;LQpGptj^|31K8>;+;_Bm5=`{& zxoe6aL(1OM>~j4An5M#jmr%ZpS$>or{giwI5;{^?X?aeAp*JrII-7Svy3EYvd%6pd zer@(*$J84rc1-kAlkOEPsJ~B$4~1e^=<`R^0JY@;v zYca!gehLGN8l=5M40I%NV}9FkBVFbxNSf-t)YjC4Nxy>!g%hM9eTCXm~|k`UJX-UQ0Q&bvLOfCl!Mze zE98kWQ4mmbhJ4?n==SQbq7|;HJ(3}LU`6Bgc{7G+$aH7x){#16gg=O}cat#aJFRYd zO*#+FXVl(+=6#|Dt-Y)<4|!zMAiDrFt}VHYd+Y;q_c90P zlYT&v#6p@}IEd*KjaGiG_d}-4?CPhUg_vvT&U)Vs11NQ`JE@TP5zO-&No&75_j*6h_r;~6ksP_P&?R4hR;zD_Ln)L&ClClm5_ zxqs0Qo&^6YFPhP?q(c4Z)=LDK_1-{><8sAuS$#3$!m%yV*!cMytksB2 zpE|P*Y0;^=O%)R4x)$s?KkkoaBH5|e5AlQH?AK24NiE9r29Zhz5X>h%{q#xG9P+Oj z%c$i9U?v94{l4N8X4D^Kx0;Uw%jmy-WCIcuUzy4{I2;Q;j5-eebQZ%jgxH@iLow#> zlF{K|`h%w8Id(t0d;x82jF>haya{)In`NB!?SynU1bClMe228DL`lhtopreP8t5b* zgS3c9(yKb5==ZeKb@pH3tk5S&Smuap?`JjyC zj~SZtV`x@O{M*NgG)#Kj^LE!*F{C+asO{|MjuO7$OIU-m=7B8x-Cr&pNi>)wKZ z=oZMo!-S#fE>Pg@f03uY8ej@fNztz%S2W&4j7?J(!-6kHep!E#01FRZaa@`uK=I2? z(d?1yXl;izUf#Hf#l1*BtFJUerZQz4O3VSs1M1VR>i1xYI~?9AR&r=dE4QrUjvDIr zxa^zetcr;?q|aA0Pl4g9v1{kN>%iLMmJ5TImC)*l2Jp;3j=7zvEum;+6-e#-%^<&z+ zvZ2tRyO2L*;>K%HD)?D+!HRq~74%=6{iJv>cc*^5_xz*pg~Vmm{qDa_F!!5&FKx>c zVA+s9$BvU0{ncO!Kg+d-Hrx)DbOlCYHumd^Nq6EfM*y^&T;0YZ@R^w8w3%nUGC zm+rY_p@tbv`h8492BFaJxMto^Ei`1Y<@P5^0~17FQBwcz0)u~&G#)#bL+WU8&U1}x zSY#uqe_=Hcv&K2UmY5U9f{BR?i_J&SP}Rq=2Ne)f>1+3THyy?zjfQ4Uov$I|e9`HJ zw^k^g=Lf?mGXX469T%DEvq0NhV(@JsL2XnBfZ0%@M{2a3MYK*i_O+xO@bjP}nJ9*idJZBQq z0}1QO6_3_GgZZ+IdHyR)Xrr!i#5TtfJghiW|Mc7r2X&is`#uTBWb@G)`2)8x4~Z-1 zz5oUDL}uwJUZlmmf}LLu*=nP;WAva%fgLR*U2P6a(*$Ey?CB07m%!L(Zl`MICdmJ_ z>xLJog&hBimLh(h1xP(~x%^WJB`%aD1>f}==^35sic|6F!2 z7HsPd>yaIbFo&cHKiZuHS~fOEXba4-`03A|-`_QXq5|_Q^e4ixK+zw_^<5a#4ay$$ z+T8(V&pPUtCKf_|FR3d=>pWQE%fKGrSqsdV2C_WD3^1FF0>k!xTFf999usPxjmfve z&wYqLjk$#C{a7z}V!|AMs-w&n-j%ieqCfW%lsKg-xi>lnRqe`qT=-uuX1>Xzwzxq? zTWl{Gq(b;1=OK;fvE5#n>+Gvqg)lSBz4uD~N+B=W{?fy&D`gC+OCZ-URuRk0YB3Bb zTcQ8{v%J3ggapYQA6o8zONNvuI^rL!=^(L1Ym6d!6)pH$)Bm@t2-DpSXcW)A2iZ2m z7=wOMus|Hi-0f!+=suBdF~C6!1>+e`czihzHeVR1iLyFFfku53|Ko;esQRW$wDTln z``6wRAsLLSj?n+D?5M)js=*U+uHV2+`R91cDmKVFZJKOcuMdSD`%7f=jTBErAfqTB@%E}Xr6NH_#+oSD3e?i8Z` zLW8c$yfH^B;-fB$f(M|?t?bN&@mwtahvKU}bO+O&cIdcT*$;UHc8OmpmqqjD_nmBi zeFTe?42x##L@a4BH$8qf9n%|_yg0Y+0QuR5)tWE;fIN9g$!WieuuyKBKu&B2e-B7ze3)qYT9@9r))hToXPw>2*~>51tR zz^)ryVvr#)Px0r2Ff5o6ylZrK6K1AgcDtdRgDHz4sk@oC(R7%SSIdDl%+sX29{Tzk zTGc6svy{Fa-*H(v0Q0fr>%^M3q^DT4hjACjDKePPP`YNB?+0lvu-5#?76!$u7+$rC z6kz5Cy>7y?BG?q;I9)I!136Su&RB5igYQ{#zcr65q7mV5`!&e)P~;b5e@G&NOrJOZ zTFl(T1XJo4Q3)3?L@zL(*82<6Rz1+al2nNq9HXUU-Q*yPHK#_O$_Sd-eeR4FBMYP% z?NWcXEd=T7txl6lW*~p*nMiy74$Q+nC^gelj3wSxxj&0_glzk53EH7(XIvY8<8n_S z5BV@rV!aj%h+G|yyZ9P&w=%3qGim|y#Z=Gn?Y%*h+_@XE9lS}U_!T`f((3`dRn3%vWWfTq+V4M;^>>(a_b zyatfwhNH;Xl>kiM{h+~S`Ws5Ij43Ty!C;vq_CKSpq0W7^(r@R$nYZ?8XkIxWwigAmE5s};=3vtc?nEd(4(#;_l5)-7m~kkKr@L2 zMLqt=3r;|aU$AxJ_Z=R)+x~~?*=0?E4aS*aJm$!7BQ-QpMg`3gd z7od2#P}zf=E0|`*Pa8!} zznqAL1g+HF;&{N6af0^8{#;C{OlLUQHi60iDMg;MGKR#-tW82e6K41KeCXQIg=tq# zOL&Xk#xyy)_xkQ-QXJWsLXxG4ErbDzww9?a(@;I~m(5s(KGIh&7o+Ceom7?w)&hJl3F) z50P<1%@~Rrj#d=@dy2A0@9J@0BtW9BW}GU!EoP{(zZ5`EhP=6IOycbjGV*B&c>-rh zeoG7EEI)y5>A`~IXo4sxa{^KReq!tB{*eoae#sI#49{U41nq!lUrsDGjh@+|lkbPB!(i^B__ z9iMALAwxMVzVQGgWT<8y`dI>L2V$k*;}uLJ_Lj6y_ATc5;zJlQ$;3Pwjx7;12$N?! zJy~!k=DVXT_@7S&6!Q+>vVX${X&Afr%4No4nxn~$lEFMY^&fT~Nx);`5 z8ZMe+KF6$Ea#s&xKK^6DLu&eHLBi;e)bcRq*GZB*qx%6;-tUn(dvpOT{nXK_&X9#f z;gtlIMgg#xYVKp1*bb#PPXz4l?8iLH*dcQS=>2<&G zMZOJ0OHE`SRl?~lb7FV4?({GfB8+@CP>1A)0 z$u0v(_p|tMsHXvD7&^b7$f}Cjm6j6GqiiT9%BR#bo(`EWJbv*!F%~i$Z^-apr~+%T zx2aZkmC%gUb!bte#@hwy0X>?#Q;nrexT0ovN;y)IquP= zT@0GHSnu9>5&_0GFIbtwE=VkwvBPoMV5EbV?K-<98j({bzsqdK!nPv5hZKK9K{bu* zy!6+>+LzlloQbzV^)th%6KE$lP8mh-w|Rq!RGIr@-cp#+vpzrV`fp6T5xw`*&`ZoR zox7itdk>V>NPm>BmWdfn)9bbSYB9mYTX2J60dn`*p1D*;1+%%*sihqYkgsZyhb&Kp zOm1V6yfT--jNoymgikvjt#)l-V@(Fqwz=H!RPf*N3EP!!u};ioDG>5lYy*>eOs*NG z=z&%5&4r?Ky@fK^Xvx-#;WhIG$oNzs zq-=c(lb`UOGMb!#5~P_^1?Tsm?X!z#f)&qUzJ!;|3?8m1`QDGA4^Cm2&C;0Tgipn08RLO&Y%!Q?%48#0eSWV*Y#`)8j8SR($i z*9|p<O83`VLstt*Z^sOuxHL&Crp&Y|8DKz_xM}so@8%pYfBimg2ptxhmcL(VM zSbSH|k>eH&Sb!RAW~HGGd7N?^h3Ni(L7dtrw|ETl(vm5vx5=P(zC@3D(f~^QTO8BD zNti{H?adj}L@?T2@lS}x9{q8wtvdd?7z-0hBcvWBLn)1qVvZ?Qm>6X~V67(v1#52S zuzEd0Q>7_9TgU5s0Vksc!)gd#zt23bW zniI=iDGe~A@-TxI$3TW)PEMD+6OaWzlQ|Ta4z?d+BJMH)D+64IZWo%O^^5_xAFv-& za_Z7<5XB%NF+!qJ;X7K-YW9P!4rn0wz20EY6D-*OqVV}23ADO^8zsEXqSWCpAw9Yf zEe>g}oX)HQxtAqYE;`MCa^8h~yT;nkP>WHd>z*VubEPf(=HGLWp}+5aJDWUY^7!${ zDqItb9=oY1%qNdYJkf(zH9x?>oMV2LWC3P6owhoD>M~l4x&B=L3kQ@%xqXx??U4J{ zcF5u8t2_D5bnkQj8sr1FK3ZRJMU{#kw}$k>Aj>UNXMXKjObq=yd*}C0G~=49^P`p< zGc@d4MWbI)=bMlJ4RYB+Uf=lu2WvLW^|8Dpf+iQU?sHa-A78@~l`^h!`ujkU_rEXh zF?Nu8kgewzu?6!G#@MP)gjDht(nhY%YIUd7Ci|xmDSWo@cay%@Oa@uKj-?i&a9!fs1b-lR<;>>vOh{ zI&rXPV|@m+htDp&^uLH{>F-Bu=jed(1V*xw^%t~E@l{-@JBkUB~kLmCIGAFL(C)dzbfU z&19XKws;rl&@BqN-QNdyb*Rx=db5CSH7*XSKr|X9-y<&%1VY*sM-TIpzEJY}n1bWY zkC<=SmqEfw4E$sDjYteqgTh)i*Z7r{K$+ep=Cgk;0;Wpp9^)`#P$`l<-$Lmp!+G$Z$k`jrb)ZXPmml6Jy^pP!~3*<%LzLxwIf z6SUE6;bP(SURKCkTdyJ7`2|v$i-Uz01F*#4Gt9Ak4ho(vSJ1G21KDaOSx@F^Vg6U| z_AHFbVS@PWw!J-Cn2UeutR5W+ty?=C=}j;}n~pVF75sFVR%nyvyT=PiF}z|>oBS9{ z`AvAGtdyaa^^mMjjC7c(wT}Do@kGqy+0pmQB^dO{oBjTLtOG>fdB>)w8i;vi?+rKz z?s(|#Ey@3G>SDG!?O!1-ccBE7_g)E!!(zmw@z0_YP%KkG^N?*U7CF2tcj|m6M&Rn8^4n((FYz=E?@YKIv>jmP5fRQI|cj zz&Oh_3)YKRf_&I@$@v4CQ@$gZ@F*KI8)u)W4LF2(%z8uBy6CXb$AY*5IyTHAd+tSk zzdqVD`yg}HRTcargnl;gyM@`b^E%aE@?zRBb-uHTJdjo0HBiGs1dR9>EH9!|EMCU@ z@B`C(^s^>j(#4SlG(>*nQv6v4B`&FbJG|=O_Y1O6R+`3Ay9uIlf$JAC=e40= zi{InG+62sg@{GAGBM+o%-;wb2nnMde^!Du8E06i?1JAhK*F;U5U(<==zcF!-yd}L0 z1kE{jU1??CK+$y5kbMy(Fqrk5#M5;j%rI^n9=c46$tg+$%GGj^?DAUU7K1aIrdvG0 zu_6OTlwTC>_!{K>ez7XW``iw%2XnHO8KT9C)`j(v21rry_PSlNjp_c#nbRf??eKvz zLn`}@A1hq4cCPS+O!Fh@Z~iWUuHbpP-z_`$B{xe1Mu}j0^69*Z|0t$6$>TkoPzuF@ z&%97I-o^yg$?fvrAyCZf=Ymef3RvU67C|2VipH4D^e?=f$Bd;$rnftZke1{4?6hMB zrvA3MUPki>Q^@LetG7zglKAjk=k8QY7#CNSR0zZDM`>Jm{Y;^t&bNzV#|t30O+{IA zLn~(ZP>?m6nhe>>oNTxo_hYW0A16zB<}hWUaanB_0~WzI<{#3rqY=aJ3L?+rAai>6 zfMuRD=Kd`xTL1U}CSKjB6ruM5b1wd}Um3z6XTY0))nl)qSmaw(PoeXe`E@lH4f8`R zoOiz>uG$}M)5`DB-=hyX`f~Q0MRr30?!9sy%>+z4_9Ef{n*pX6HSZVRB0?HdQWvMl z5-2N6%q{hpK!5Bs7)}Q-V9K7OKg`TOVXk-fqRau^Xxyw+h4z6oZF0AS5v#RQmpx z4l|yco@6-k9c}p;ll0$Lg5IZ(>OGaJ!M`}&w${HwXmtIyZq21pD7=_VtH^4L89R!^ zmRnC^CXt8s9edm$`<~Th9{wyWlJ~PM@b_M{y;7ZCq3r;vzWNco8e5n!AHps-n1i{X z7vq1qndnLQ{I}J#GmxTrz`#TKD(2m?jPdr?g)G8~6iX8~$au)p>dYHP^rvEg>$xx= zS|6`JQW_BnwrW?j9GyonpG=5e$B7I~k{+d_ylR26iMI0r^zvZ+=4VGKmsB+K-KAj) zO+u~{Tf1qKtuc$s!a)Z!JuLqEA!|sv9q3+Ry?pD#8O$pEx9m;;-_Cq95jTXiA%7C# z?}hZ&nCkn>ei%Q+)L*^MPKB*#YNC51=VKgL%2r}()2CpL+MvbVP6r@gSxJGG*(XeX zlWd$@eH#<9ZS?l_*rO${1!11nX~@$a6{o9gnDp-5cHc7} zNM|T}FLwm6e|I7jbM5!iEczLQg+dxH{QfJC=~ZU$=hVDKtL3?mj-5A#yz@sp zC113njkTm6H^(Hjy-jsozqy50C3^J29&3Wh7`m0|Om0YX`fX#-?g31mKXx=zmVlh$pUzC^KFGwu5>Jh*C35s1`-R>E2 zhr%N3iJ~>1K}T6Jv-cS>D8%f@;V^v|%sRE%G~p~PKsefJxz7U&5@^H~Tna&}{fQH7 zE0vfkF=%(P-W?LBJ~-Q)oWb1Aj8Qq&ewgR>`f6u#F`5hf&Q!l13>kHA-Asx61bUAd zJbFD619>YlAO5R54N2w~e&!1DqK&a*7g>F3(ZB!f6I}cqz(AJ@>!YQ6=+Dte4{ON) z%=fQFeJ&*r_f^-AiLj%>2+nH8&-_JNGyEZgF%#;TOrM_&q zQChG(!vySZh(zlR95>!@^+TxwQzp_sV^R`)Z#~%#< z#ewKSxygrQ;&SpKb>NiT zQME8IDf0EAek6vHK^^u=p0b$C_xBH39DwEA0EJ|y5KLj_zpa!@z+@BE4|iUwLosKQ zf@flT(Ao;s7RV7W#o@&6$4RP?eEVaC$S?%U>e4kb{aIj*6k{US^aPTVI}CsIXQCT+ zQ-)ufF(g`ixIis62CWZgKW8%GogCQZm~QnBZQe~9bCSz~bYCn-&kJ^g6{og{L(C1B z;nv~u4(4N!`~BYwE=E~kb~(WKOK3CNkUQjjFpd*4e&>E>$__Ar+kV_y_YZ1U?AUlv zZ4U|K-=192iNsvbkeCs-2$*a3+bz}ZiHZMWz0mzLI+Kx zzq3DtG#O&WtkvCM+~@eCsLEnAgEl)}ND;BrfAY#&D@VY(_9;0x-h9Xveu4Q|;0rXh z@#>VPTrA}EUN7vZ-GnR>fhYE~xM1GUp6u+~RhTx}aEd!38!}#{oeS2*kT;Z%>#XrM z>h~BGB(h=5{O8-9yW~|=`k%!?FTZ{$biA3f+-4ASeIvIwGVx%}`|r5Qe3Vh+XR)*! z6=%Uhdg2AG#Yi+CudzGEvjvN}7mw~5ki+~F1`YgAcl>FDw^CB*0h<2EWAi-zC#aqm zvQHjr2cxfaz1xjTz;c%IziYq$g7x=T(jTksM)QMF^RYKO0 z+V_VeS5Mr9BporyyHD#ebyA4yvu-7(>5<|UNl=6o)z$AeuS#Rtl)fVeO)%PaO7gcC zoZFd)-Zdd7Z_FO1bw=&lj-OhO#`B&?N0SHnhLaVv(ei!qx~pCBU@?i9*QBcnxjPHd zNqt+)ajEWc!?z2N1fC11tL=;rYn~xe`q9#;%Jy3oJJ9qqvhB_Tcg$FGXQY>j9(ZhcrOy*3Ek*Xe;;lJtr+Ov|c`axipRqGV1UIw`H9L+p1sv(_Q~S`p*u_ z`d$i9Kv9MOWNIN-fYZ{_OFPJ55VLvw-V7FUT5O(wy8u=@nJXX7%0o#(&6ga=53@Ya z>s{FU3Q}0L)6Xm20)y_R33@cyXmP=%g%sZgxeh7bW@NnpvI0(0yZhuI*Ivbs-6ki& zGIye;aUvULH=tLVwmXHXZs+U{jLt#6XDe(>4;CSlaJ`_`(Q}xKn3j@a_YCxANJ>09 zRt9Mvcx&(b846jesk>c&g`j^xhLCrse0=-H3h-WG~fjyBYU6iRcC7(-d_YvpbeKOo&zP7}?_ zePAnu*>%`h8*)ixG}kKhV4;LP6YL4nP~4+Iw>;1c(~lU?3RO8qE9<|f|dzSorI zwGbG1Y*$%xOAl@O@}Z^YJ3dWoJ9}Ds$Kz(A4;c7Zf=%ALU*v=iK*=nH?d8sBGi&HKb^4Q$&`7mmP)_zE^*|46(?B2;13P=Y{$Dho7tS^m8#@0SxgI<8qRrR)0 z;kjU7?pc)h<0p`-@o|N;{2CN^RnER|UJ=Zl=nRjgmSD0vvs#w6!Fng}(``MR}wEjV8^z41e zO4KQ&uDruSv9jI;`(9$&GPd0eueKq%T{wy~jnU+K-1x{10Vs7$Bsq5b4yKEFR#mhX z4rxv~osEvzSvTA8_rENZv6RH6@w77~Xd`)mGa+Xl3-t8#j`;XMPU`(VtbRg}hFJ-0 zrPpGPs`$Fs`s_QL@MuBhejJvSE*cP4XM>cu%7GMJbu95W{eC0iA6Qwh-_H`w2)1+Y zQO8o_QQMDRk+tL}SnxG}XT@D5%>HI|ktpO086}dAi{2t(E?p~@jn*M3gI%&Fq+Wqh z*(zo^MS9RDP{a78)B&=DU$hpY_dzSR`TMWGKLHs|&(C#wn_!jm4q9$YQqp8su=U4vK%=3}vn`a0x^_Lz{R0ipC2&L(ZIhpV_=T%zJj1?IEM{kgR3x zB@vzu$&crQFL0Wof3a_)DJ-~*6_iT0pTz zPV^Vah#T{rPT#+I*$i`h^9}ni=^SLK9(@s$@)2xEO5`MX$3X$`{BiTJ0c2$Io)uxa zj@mlW($Fb4%>SxvM15BxW@NGKC$3FEdNIq!=O%fWwe)o35%;fP;)K;*Pd_=ZbmpeT zx!w<$omT#k-bouQ>NR%NY-$hbAlfd7kG%4j z3oSBp>iwEJfwp5#+Wc^T0i{Idd7cUZv=X89^YOzSAO3s(^OQ*qrVI}Bbvz`2&O*zd zp&yE&z+S$|l*mxX=TWY4>Eb-*vCsXcjTS*~P-*8IFD6L7Vt1l9`Z?MNlW#k$e+;t9 z#Ifz-EJSk$v%dUp+=c?}dx>8eoiM5NX(Z_JN!Q% z7;N9SghlH8h$bu*kd*zdcKH2MD1798#+bGO=8%@R$vliOSMgt=PaOl0iLORu;lwal zigFj`eUc2hzt=$1!C17_FCcm4ZUm%sUyAHrxq;@}&W_GquEZ>D@{u{B{;2K0M8A*9 zrkJVEjo{Pehh`d7(<*DqF&EP=!K#pUOwHP3pW1Z~v&@~0t0}sK8E+ccaG6eFft;9{ zIXMBaIr!S|ImZr94L}aq2g15+E<> z?AQ6N1DI(2kVhY~}x#I46Fz1pKzfU6^ zbsQS==M8nm44EApDbdbgbaGN>y-f}?$PDqMsrEn`O$J>9^NX1BcUJ*_%UMVif00dd zwG4F^rmmcQYK$f(FL(Q_#$yr2d$%uUB|;_;`y}n^6G+_~PW`-o6f`w%k3_{vVNyYh z#MQVDn9<^sJybA)to=T}$JO?swY6`;E3rb5peFxU2dnm49iFP4el69xM8lQhah zpI~-f*CA)uG1NtObfG*)8UcUHWP4-_a<3h#E2w=8#qKa)SaC1H+IV63u>jqHtiU6@BTs({MK`3k(JISUx42 zW8u4|G|#`4K_)(hj=YHqRKoFh=xZJUY_A#cT9OJ;W7|E|*_BUF(5&#aMNAf2I6H7S zMo1hiRoXt}JGX(!|N69x-l%}FG3(v)%Cu znx0fl26L(R*yybzb~x;zdA{}wFiact2P_$2lDpRKhXJveT=l?Ax_l3qj;Jn7WOD|| zFa7WS@{GZZ*ViP?ig!4*eA~*XB>{58Ouw|vxCI5T_kI}pbPH@;kJeoHoQ~EL4^8B| zvp}9m7NZvKGA#9ae}BgBlbE)3_lu9~WU&19&kxytcPJvL_VwaO7v^6YfAVVR58BWg zmSX+Ij0r|D(+@+L!E}Sw^_X@wEIfNlw#iT%a@wl6t@3(dmQ(aMIxif?g4t76vJnZ8 zkgZR08sCK({sz1fJYRrTKyF}Dx)`Lgp_ko1`Jiad;kzdJj-XVKc{lg3iSW08#&*3 zfY}`icHO5@_~wHCc1Fsbm%jqJSV zAM*RjBD_;?TOQ&Xt(dW%5`OAa66XBop;zLc3VC@Br*T=8gO%4Ye_TGdLXv=pkKOhG zFjn2)+jFA}G8gqu*xOHHZW?Ff;(1oIpEFMdMnVePfzQXDj$_8O>Q=kP4$Rf|Q*TLahqt8b ztcYhb0SY`B)@r?z|Ke}WF6Zh&0Tw|mlAr|Ud;7KMd}Sac-%oya7rR2nUcLYL&K!q~ zl!et>)o($USfqrs0zFnH;MSdD2I$TqoP-zsJV*=!kt%8478v4N3a zP+J?6eVTSK5{v>HQyLk;x*?d#%QrnGs0Mj2#~s_ZI}TH?syAJ!c@JsS-_b?pxr13t z?$t)sVldFNPdD_38(R2z_NsuCQe67FV z0L;31SYG_c0lBH_bVf}bnDwZ9g#5`*XqZ;)C~x{FurBijWP85DqWd|cTEAVuymh?7 zgL+`JdJ17G0DIUO>XrTyjgLBOcS@A6>^2Z=E}>aYOAkcERysme(Wro6F}mBt zL%n~05?F$zZ5Hgj9$YA^Tn4TAJ_~Jz7_-- z@3pA1u)+dj#aD7y z9-=LqpWUrTJTZ||>gDMbZ7|*XF4`j4bjR;hx-}h0keXhYD(Kw}+LfL+Zk(gR0N2O%4>0!O`P(e8+FNaR#PAxXXgA1q{w+o8#gr%awu(UWPZ_oO>T<}sY*|`re+5iv zG3SmfMACEA;d zSfF`7*X+g%C}|I?_XmhzhUaH~Se#^m{IahiXfD~HPO|>d%XV{^zSJN-fH@BHFPrte z;e3mk&Rain7JY?D;m6wh^jEML=}Lgu{^?ec^+N!4N#dYwYu(UMc*bCkJ(={{dK zIR2&-3hNSWY~#;ki4VN%QayLk#?!x4#TVL`HBOlnquvRo9@qRi|D_C#{QBE}-PHq3 z1=G{3Gn|$w zG11EBlzVa)7I-Bn9q>pA4gRL2DGzCZm7o&Um!+q6*4ye64aWpn5!`!5Jf;d$KTZyJ zJh%yFww}^e6w6=%=_6c|Kb9~Tw?=(t!%<8Vlj>i-+J`TmM`7`!an4M^BakGf z!jiN{6pEF-KBFZQ1vwQNpPP?rV2NZIx30raAWQeU#A2u@B#La?@&(jl`rY|g&%QT@ z#P1)9#-&Bk+S{?`k*aiPH8DqP_+iBIQg;ZZkKeyx)1 zuP6sf=CtJv-l(9d-xnQE{N{zUR|t<48rh(57U!DIpGe62>-9dbMMKCZ!$s7U?n7NH zcA0`vnUL+Q!`RKAQE02lto6WR3R?Y<{eb!)0E;c>_%7s7F@IHI#OR~|np-uRqjZ;p zegT&4)e&{b^W&Pt!(DcesWG7??e#F4A&iIN>0_8bM`JG7Gyw{Ft~?08=Z#jHo|d_M zbw%6Td=($9&Oo+_wHJ=F@{qUNa(yIx22)k}m~pQqXr_gyzTP+n1=iKI_OV-|r5|Gd zmMrAZ%4;i*r+n^cGR1moF-G zeU|=H`G<(HOmgb$pZPDr(y4}y1J3=Rl`$*D#vegJ^NI+~LUzclyD4_(SSVzDl3?l? z6AFGj_C7|Qz~I*h{u_hJ7_v8nf4AVg1zE?B^Q9bYfxF%nWSorTg5p#qm$TPyL8>|< zF*2zYZ4K%*-er3aX%BAPS-SQWH7%+~=ie*GBz)b@rg9q-{=L!~gpV-0#%g=1!D&be zzACo%)enq%vI|Mdl|k0CP2!0;XCR}Jv+d=JN#JkRg)gc`VVJAyiBDxwJr;fm>QC-D z4F(DPZavpB(W?GewV_BdlxUmW)Uj-UthN8qS@jYiTOpl5(J2#1&TJL13*LhoyY)7e zdwMb3*hFC+wGfJ3PN@9Drw-{#GM<*#OhBGJan#=_X^`@oUqGlb0xS&Xr)wfFFkt-3 zk})M5a@E?Oua^u)TRjsWe=xIv!GBU|NA6KEO-bz^A7T-vc_y=8p0^t_9bDP6Zy$rS zRzgRG#4}K56E>cw)qoV{S%%w*1_1Yam8%&&0ofPY&+V2Vpq>U+g?&v_D0a+Fy=D(T z*!H%$4vDr{;^$AIkL6DOJ&?{#h>n1?>+HRDrZa>Wl zG-$n-`@-2l0{VKHm!b11K7%yf- z$3FHwkcKq&Y3|({5|Ff;=Gz6QQOuL&FZ$Rb5L3K|x*a&&Am`wKLEWutEOIU7RqGZv z+J1J{;o{FM$k{`E^1>_)EOuN`oqfuH7Pp;5@`TnfduEA}|EU^C>F*N=S5O6g-LONn zR1TBe{4Q(6azpWvX*Hd#4$Ly_I>jB`2Y&Uaou!@I1-=(n)2Cevg`6mk^jUj9=B_Fe zK7Mwm@7;OxVSP>rQw;a?r7?$MR`v6IEOslH^+K4X`P+k_`z>-d?q|V-O(Wab^%szM zxGH5*bQfmwmHCreEds?hscByoZei|w=bMylRiRL-I8Tmv09aT`JSwDGj(Mh!OAovg zfZ~A~8@Z4#dtOc3cIQdUj5LGxh6|w#gg(dU3u(bmwX9GG(@fz zf3whRu(E-vOc^H5XH1t8T*30*Rgv#scJhr#VAVg{47rks*Q-~qLE)PU&wnSEK?Xfp zE~&LC$StE;&%*u!EPIdpjR_nD4c*Nyc;xNsU6VU6*fLuTKyScC&+iJM-TjLD43xV1ek&M2!UrNPBnx zNkV@Uz?%#`#cSqhY2W-3sC zQ`@ASZ!Z=-|F30UumsAFWhz|?nMVu3J{*E--C%n0>boC!70jGMJ`mKVLo}f!5IR@XW?5kR|DxZ_$PwB=1J)tv|QGfPS~u$2vPq6W(ai znf4g6{j?pU9~pYy;W+qnL2b7Ny#e_Bkfe}6rNbO$ zoUJOa;xPS8L+FjjNXUL{Jv#|$BAgmIeUlJ~dH1M&jxCG8)X46O?`Pz|<~#b71wKvG zpTIEEp-_YQr$%nlBw2yg_9rtNl3rkQklVl@NDLFIemj2_3WYpZ%9>vs)5KiuyG>d6 zj3M6$-G9O&x?t`$BQBV~hN;$tWkg;NOJK&NTC2%sA7--%4{dkb1v$(jWvx+((=b-j|MAi);EX zS!kjq4~{q@+hs7mLMy%<8jV`0!hK^RnUK%W_xX|85=g#GEL;~mjd_npm8hk4p?{_I z0_iRjn5k#mvf+yLv6fCT6>&Ut&05+eWOf05X13wCS$MlM{G0E)8#g9)*AtBY%Etum0 znkMJzW@Uv!nmreJmA{QaUO#JD^`Cn&!8Q?0!8pua?6}G6@ePtq%n^&JAr?sQYD#gd zz=X?7m5c%eFkh>+RZ73(iQ*21@k)!3>aoJ9G3pH>7mW+1?PkzFkQJrYw}ol0y-0N# zwL_z2Qsslz6==9bDmF)^AM^h>lxHpxhUs!0`>0HhA-8*d=vd}^$h+NA7nZ06Hp)+_ z#NSPUG}gub1I9NXr(oc#H+gBlpUYA zooC1KMGp0n9Q9PFKA6KeKuRlm6>KD|1l4@2N52}Z43sz`Amb&KfWarKkX))#->DodckJdFnAHSns| zWPA<@YVIy-L@u!YTAXfaI2rOz9lv_%mL2B3`EeinyG6*~sBmrNd<&Y+q}N{@XhbEw ztdbqiuV8LzM`zXuMKJz;_V(HvS1f8;|NfJZ735sn{U(a!57{O=@qf>iFn!u8Rrf^| zq*(a<(hc@Rm|l`u$LAvWHxjM_+!uEI?{ccmtO{o2W_rl0eH8P}gcg<@*Mju54_&mL zeL$0i>q2Z{LYUM13VUG%846sbC<$`qV`e7zrqel(F*y@6Eh@>P*?Q5p*%SO=tJlfp zw@(sS(CWS3GvET&+HGXUAQ_V1DR$O9pV+C7kmk58da$MX>p~e?!o23%!I^*GLQ1K^ z^`*TCvO0@rt5(oqPEkLxDmEU>qw`EofA?jy*?P0rLaz#vLag=-Ts4QBkyoEi)gQs+ z4*sm4{9TaS!))v5w-88e7T=S!y@q$qnWnuLltpWHBJaK&#+Zg{gQ?Ci6D`Vx`PBzy zppA2THS(v*FdgIBi%GT7XpxI!swwOurgf_O&~=Xobic#%C-h%K+NN_l2mHD*#Y_@N zeal4s5A$hb=!Y>kdCZV}iW}0uI5$@K=pdN7OKbdi$EziTmM*4leZbr(3YKdV;O?3G zR$rKX!CGl_$6ci{Oo&pM2svAXd3H-(po*tsiNx03Eq&x24%t|%jLm^!#=P$&nF*M@ z*kYBU!Gz}0xbqoPR6z^x?+)TyIkfdM0NVL5K)TCUt+!$yLH-w?b0diopld2`YpTTp zb4nb)@;!ABOdDOd4s;Aat)aJc73jsVpkZ)3-4PPx2&^CLOYnw_ruVe|C^ciUSp5hr z97S6(!_G!5gODjF-q_%N9u$cVC7gO714*aCf1GEc8uOul$@bWTIJm!^`6UiXt_)+sqQc z>Px@RbQ!r=NPqHA=k;Yw7_N_Qe#iruL+bTjDC21ACrc7KMCZeTguTY+U~AM|=&x_-#*45qjbP1*mXLGxd$RMHC7Q2QR? z|8)NMy`TSBrWQRX>bfR)wQjQvGttj>RqwKeER#9&y}3=O(!%mlrj9dMZ`PsPym<@s z>ATxiUK#@nj3>j@Pby*Y+jIL5C-2AfD^i>OHhZz4k7vZ6jU~+DIhua|q9&Mq%pZ5z zuK^0&&AQ9kuYkpQdBPxZALeoxi;@fA^%p(k*AtIko9tjQ-?zoWcJ{$9Ah&@ z6U~PY4W3#DzZ~Wt5K_j#jG6wj!$n8P7PT+kp(Y7t2Ad0#UD<+qgr+vzYdhv5n@hEy&3Z zf)3p2#KKPxv}AW%qMGXcM{diMW5zs=&);@JMvNn~&v$|ebN@c~QZ{^{>n?0NcwP_tv0qk2H@(Lo`!=FsAi z-)M_zEq8rYU2nj&x&>FuNCTK~;+nEzxD8r8IR4GQ?lH&;qAmhM;d0{`1;BHdmH2wbs3SrUAuqc-_Wrzp>GVFIu5hh}RI76pNxGJhPTdShH#4BVh^>ULi)mQA z9$dUP{Tj31`@{H>yaajVMjC!e)IwUl)(Wm&?=iL7UMMPn7E8V+syqwiL4Rjb$GKE# zF)#i0)4k=tF@2uvzJjL*(ctcwz+X?|A(Ni6in8}LOhF6h_&&K{hBd=i8ggI22I1y` zV!Lk4!f|Z$lUY0%`X(w)q4^G(Dq6Gc>P8{gJ<6%cz)H+Yl6c@C5r=87Fs+>xSx4)1 zF2Ymufso>wUod}=4b*&0|9t6O5*7#(&af7v11lSh2}1NNm`hQ2Q`q7k;K?O+ZNj%wp zr3*?q#v4l5d;opKezL%34rcyxjc|zD7xKz(UNB=jhDLcZdwT*TFw4g3AdjgSWSaFD zeCkw;g+_jTJ*jDp*&Ml=)q1KitIVv7PD2u^+@1>YjrtF4KrDRGZh;^zL(s;6XYT0_R$_zAC3UCE$20#AJj*~1o-}~ z);`RdpdBH^Vt_fG)DyM3XBYk(l^r{;but=a{qX-$4ZhR>;5ZkSk~qXepnxj#pkcZxtv#plF>dZ)MRf+)ALrTW+@V6d-sapc|d?< zGf%10I`7cW><(9289T_&@aa&?iL+qvgz9%TG6NKPQsi;xPdDTbd$?rvw+^gL+YG%@ z!jP*pV?T>}6eJ%@<&+z{?(7Pq#i&b|UO?J2)oGjC#%hL@K-WLvOUrPPJYX?w^jP@%;3IDk#Ww%tE845ehKBve0|<7A<7U4y-wC zfO*M**KhyjVqywDnw}O38DE4<$+h)B#^%MFhiEh~=|x;blGsxyaGqvn#9JDQ*q;+f zYrKWl22*DxHQBMyZsv#XW*nHw<+=P}^^c&aD92s%+7mEm|FU!hpM)HZ->w+?sDZ)h zm1W_uM4SxS38niXne z!3Dz)ZdE*}Z?f~4w75K!WwX2hSooCq(afS6t|2;F-Y$;W3}3-zr%Caw%YZ~A$thljhA#g{coAQF))h>Y=6A3 zLOjTUsczqreXtPfRxT`@oYTPcWQ#5PgwvQSgsx2?j~5FTGz-N%)Q5Dw!X=#cu2}eF zs%2KySxjtdd^P$)9ZTK&Z&APGF{Z8u-QT;q2F9g=ZtFhg0<)VRQ+{0w1Pe*YCvD#? zp>aB^isuh^IH>dYNl)F+U_;Vr;mbc~$ogBD`Na_d$d>kWzYjG7EVno>lvTGvF8_jg zwG1gV=zRDvRMdwQ_Q-p~pR~aEdWo<=x)&sw-53p%2tcD(HG+jdvtqvSVvFX^8&E9% zz+3O;K=7yn^OMo_9|QM8 z#yxQ@f2}ECups)0nq>_Xl+7y&I$aOeo;*Gj68#C%#!5@nsM15BLqz`Ufs>Gzc;X=1hi*){AM1Dw4LNsH?_ny{-YzJe}@~P3~zG}!c zvt*{UoeY+}W{;<6Wnu1`#wTYFCt=9|lbZ_;wvdTVr_X__8nPI^j^)063z9hmv(`op zAQr+4rsSa&%mVbYiuQa?d|Q+6T3nXyy&3yk?voY5jtkOx;UgjPpSD zlfkFOES4bM?io>8nZI7Pov1BfT0{btoN{HEDf$u#cyVlNOide8= z%Qa!lV|-(RT=WfWS7kRZ-dYD6AC%Tr^iN~aSJ6ZNy4IoK9#W_D_zNuj>WLm(=rWkT zNT*d_8Hf40mKhGMnPX~OTFZk^<&f)l8b9;*8OYops)SCcL2_t&-nRh3iJ(_RkxMnU%oopRCz1;gi?>W`DxBp z+^@p|%E4bG^xmMg4>bIP6Bx}uKYO4a+(XMm=h&4g3R>d`n9Xtyg+fQOHC}rjKyy)t z+3&4h!mL^sJp33sATeL{)Li^d-VXTvlRuyj2_1)z<+c@}#uqw*32||d&fQ*YIY%1H zp0z)u-n$Mt_1rdZn@}MK^}^RralBwnH&HWq^8lC)BYY?rT!YLt-(K|YF#wZM!0Kjk z4<@onEZmiBMoVH*r|T%DX#C%r&A|IL$dtd3|NT}x`mng)=&)QCW|HL#lUX

5X-C z{q_%GNQ3oN}i;sCyMjMSRdcQs{xx;He1n1JpDv+pJk~5*DgGnZh zPF~iN=%1Zi;v>#$kmhPqh4M%?+PHSw`_pARkW9I2R{e1WZ6vdr9~8`k^u+MTzw*~0 z&CJ__5=MrY@%z=E7hb)?{`JY!$r&@Ct<*-4YA*$x(0OvYjJ24)(ds`=cc2hE>{&+;g>K<*id)(75SvFM(f zCpKgMFe}^N)?XysrcIFGv%SDxjx6Q*YhCw#X0-fKN z${{(*%f*``0WxMU$DD2}2XlMR1uczPKx*uOyt02PBxc)jwHviVzD;spP>>uJ>poI- z|JE92X>}ueELCB4*DJD|SJWW4SXTF)mv_q&3^x>0_L&|Dz7U}p`Xw0vlVy-Lc*V2<>`j{pg(7|j(Pu8EHQodl%>5r z=F%y>ZzuW}i%WBfv3MN7GzV4^dmmR|rXD{~IyVHy#}{PQLm8mhiMQKU#tV=;@OFi( zk^|m_zq0>UOoHTY)lW8V#ZWAjY3t2*XGs29KelVh7qUvTUNGwWfF|Gmz1;I&1Tzdo z$xI6vqYQzguVNma0dsfVTR$n$VdgO$&>SsJ4TAD>*g&x1OObmyI81-s?bi z-ltjDC+#q;=ug&5zX@3Qz){PhgA^?0yFdQKf8pp?egtQE`&G;`Hb{JS$_5e!SjbpU z1Pe?O>8(#lVJ6z+7B=Bbm;_JBU;NYpS>L_yp*wO7lU+Y)d+DiTs!W3O=SMzhF*2cg z_|60tv`MmEj(>>717AHLiH%^^bS?VS`x20%kg>F9l2Q@0GR=_yj5L zI)gf;8feh_<50#J7ZheLm@>P<0r~e#pBU5PKz#@N6r-n~q8>M$%ezK@W3HzT3cHIM z&`ghsY(C{AWCm9@^@EHt`E&S%4;#K-Yz#l3ICF|F-(KD#%|lm{qn&S;iCLI z{TrCdK~Jk_lZ$2$X7p@-hPl>AqMn}%(5q!3h09~Tm@#!Rs?l%{ zTwIQ-QZ6%W>okD5gcDT(oc)-dxaZu|r7S4+;N0tbomWxQQ9ez+!%~pOjJc=j^%SPK zG1U{+cJgNCLG{FhG+24YNE>Xa3|WodoLywz5AbJYsiHgg(2{P(sb2CMNL{~WWl^~s zk}DmI^=DckXXKyK@asf03fa?UR?48@z25C>O%|wF*S+(kuoqZ;q~X(DEQYBuPepfG z(Snr|MmKIhIs=90FZCXi8OHn}9ih7_bs=A_MxeHCAEv39;;nm}fQhGNuRrRziGC08 z=UtV54e7l}(ljprVV2WQMZYfDf{kW=7*dvxO6fy&I8wDS+dn_cDl=)gTl>S<10@s8 zexA)@b!9giJYf7gwBH!>>}D7builS^jvc$u9Pk!W`dYZG2JS#Qol3j8JSHrW!xq;; zF9QZ`SgjjQR)bch+1O*lndnci$fSnKComvo?C8IKD4xk7DJaddDXm_7k>VCKoaUQ1{x zo287^IRKLU^DhP++=5IxAwA#YRWSL8Ki{5~9dDuUFN*d02$?uU1TFdoQD3m#{$^M0 z9bP-`SQz~s(@*mBTVINRY!_>kpM@x3%0V8H)L;LwAWa^A7;KAq3oj*P-K&D)&zD{H zb=`p?cCL5Ns_wzmJy}A+DW}n_&(Y&?;%6XvR{ezy_Xeg{XX0{Mjm7-$ZIgdEok1gJ zCpzC$HlX#J!SZbkdYFaweum$_qhMUff#bmMWz_ii`g1ocIY|DX?%u{Mg1K1#&3`!Q z1I0Sr>=Pp-A-l=^-wYN@G)EWtvq0e-WMQ3X@>=i1{Qf#mjx;BLf9B8hLa!uaj+6JN zKMOZPT9J4buEG7F`*)jEW0weId`WBY_f!k!lZ-Jv@hk>26h_rQ(bWUv`#X%4zITDy zU}LL*rk%c`wWs;-nOQ7Q0p8A>dkV%kK6r68TY~j7JQ8DBqL?Gd`tu(ebKP2;8ib6{PPgf>b~My)182fyA`+| zI&x#aQm=D-O`@2GZOz)0>>-|9Fs!3<_}?WK@K58flbO>DEi!>w#4| zs~5BAHDtNCg;w}?Lm@7gVYiwWkTst9&T z2A0ZKUf#RB0xA5Gzm8;yfmvyq0-56+U?IR_ug(iKESyP733B0sw7e;-b>5~>?AsB$ ztA9Pv%(b{^866j}dR1zSd|e7sMjWJlYi7{q?GIP0>-aFasQFL%yDN~qdLnjHn;kRx z8U2ah2f=D>K=58x4k-GwchTW*4rZ`nDSlbQ2dNnZ!!2?&np_il(@lF5@`TA&GyVJs z`OHpj-KQCabdS%Br49^2Volk_^yxR4$IAPafWSN?IWu(Txn99yKCVZj-iBjZKV{i~ zOWBZOa$ax-KLFb%<5rV`FQAy=t$@Q9Ja@da;MMbY!(ddImTK;J0*W6sTe>9q36+fq zOVIhoKn~-#r-PNHu`ugB(%<)ym|ER0d%)rpSm~$v_Ab~JbMN<6m;PM`=|=bZsZ;zR z0Wr()wC+bsxdlzC4xy0G%4p5!wKEpKMqx2M>jyT!N}rIEoq!TCMh6b6i(yjWjp+f$ z{~$#-U%kTRIppG`@y_Yo8CPV(kUP5NC4 z%KCB-^PYNsql~5>(zQ>y)-bW5t+~4Y5AnBNUse~rYHCr5oO44;Cz z#^o|9kqQP+T&Ue=a2e7+3!0gFmxQI5-X8X%)S}^3BD3HN11SFb=4)lc6OboZbMX>y zHx{}$7Wl-u7mEx!C*Q3709gwi?#X!VhupR>tol(CxYr#Vnxhp6C5HRnEeP$@W7r!) zv0eaXW{p#$;ckYUe@-3M&OCztn_ssTvEJe0z5jXFb05T9+6yCr&)!3-6({e9l@D0x z-GgSEcquHSV$>X4y%!V0R@%wmKSEk!>^w&WE2do3x48j)(LBv;>vFv{>dj?~6UZ0_ zn=Nb6&7ZD7PUDe}!Y+ZB+_pd;{lFdbTI~Cl*XaaFKVAut?V>QvM%M=>Z)+?w`Mr&J zQVg`yd_PK4%MFFKZg^)V^@8y*{)M}k4J}9Bnh9|_k0ohtWM`vBgOV7pp4cl z+Z*qVAa@Q=2Gi3MXtp7qMNy~(%tW*uEQ?SCt4$u)HrdW$E?&BuiM_fAJCTJx^7leH z`)$*-k}wVrH4}J?st9j7iP!11d@Yp!4 z!DR|I)JLixJX!+dlGP)dHoTaJuA(dG4**LV9*?aev@kE-Iis^@$ylakkKo&h3{ZCN z?fSb%LZJWB+uD=$UXavv&wwsb4O5$alRQGtVm2e2#jFo$m|^7RYLblymTa*(D!%Ig zrZ0aRz1|cFg?wo0VrX7t@q4{N7p@OM@#y=l72mlqM@pTTRk#jhG^WZOV;F`U)iBe< zgbmVV?r%S`p^s_&pAVlcbwd9rovS|w=F#7G`#ygUp}{;Sit82%B*4^H8mhFw56Bb3 zq(@it6Rlck2o;|fLs@4`)K`vSG-WPJpV?#!d0j-!1&)S;p51I`2m%F=>1%w+eA_{^ zSrYSFS%l&4|hB7c&(se{U&c`4QEIhEEO%h zo&(8Y{Z}b6A0YXW#_yAdZ(>5nJ>T}6)2Nf?0=ukZBP2W{xXNd>gT6S06cbfBwD@DT zCHsCRW{Qv%pP=VPy|tTkZLiv};AZ_L&qoh2gC(!wlUEgx{xa9=c|JC<@$EkIM+-eL zA$0p5#%h?{bzOpup%DsSW?v?9%0s3i)jgic!H_Hu;%=SO0yAkD5%tENSkUBF_l+Sk zs;ap{-t%z*vsY=Eh&yd!ZsDaIr4%VB&{6u-;`?66{O-u&d&fvLntAVHiKQkalk{#k z-(i3PV{ywyKjooRcM|cx^E8ku`1tIyQ8{LM*zi%EJ`jpZ&(ZwdnSb%0^9uwq8#F3= zSx8)$7XyJkCtk=Rv9-D9zaA)XN={}ZJrGN_@eA~I4TExF8S(XJSperZ z9w8m@1(P=GH>k3gv5=A<^?fK2)6yMSoYn~gbN-mRA!UwPh_B{KypEx!1UmYtRwm5$ ze)L0~R4dvVc@%JcJps(L7`*dSYlY&kc!RSR{=*!X`{(F`2GQ2#ZzucoQ_=F;$;eQ> zLChKB<97JY8Ws%C@3MtAcFZUIyLL+=0W!ctZ5OB{@RxPkBtuUa zi-~BO=1s+*?s)6Cn8+uPKfi5uR?ZGhOPV&Fc$$pnUHUF$T;JiO>{o}p9%_TR_iJWG zk_XUG)9^iE8Ewow9z0cN#RLU+oBAF&xqz0AEEbQ0gILtBon{}6Ip#DD8khT@6g z)C5`qNV*?wD|PJ$BpuuPrzQIwCVy}hJU`3_1sU8L);k@+qOhY!QbLOf z&%fKmQvagY79rtn;}CND{{By7{1c`z5{hQ36@WaXzPU4C021zw(XZ7$L~FiP*G*s6 zVio}dx|(dW^P79;?wP%wuB(FB6Tsg9TS&F49<7bLgKc+qxY95U@>=B zOLSlY=2EsLo5J0gLffjWqF)3$=*$%rjN&joZhhw!6OC!YyVg5H#V}VoTUpX!VaVdu z9((Dc4C?;RhCZF5ih1H1te)JWU?#OomV~Kd$Vjs_VM56Vqy9~EOnNPNw@BpTc#A6- zICDP*TF5|(+FZeM=R?e+|KZWem)9`URkkzVVk0m|*7LlE$SknpdnI|V_#d$ODs_Nq zpD*Oq^)Owut3@Mv4$m8o@8sQ*yYb-RM_^S%dRS)F6N*Kv?1`N1fwFfB_Bc;I1cM*T zXi3j&FzxHdg4gW-_y13|%O(P4XgVN)g==!(&c1Zgz=;Kzhw7!>q<0bg6)JTV?J>pN zYqe}NMm3NFUOfDsEdbNx?a$elZh)D3H~vl?Swh>d`-~I3{4qzuh?KSj0dvnN)~?^y zhkOSQoe!^E+2O6ivFEn6nDOEx`Na+g6rZcD^l~;344y=u4Oj`3E3}UUtR!Fx-CAB< z&j2L%ug%otwL{vmubqY6%TO|Tvi_WMFQyxvHNS230n&P9m;W|A1}5^K>gbDA6mi(OB`^n`5xjD>qxAR;h}_iP?oGffv5jfsKu zxxZ@;(k1Qm$1&Cdt2xYNt@P80rXQ1IRphH!W-yD~4cn`_g^-dy%znvM6EhP1M|G}t zVK$fVbx#uOAxooaU;XtEEMTrrJ3Va_zPhN6zR2B-5AChR#3CNm%ia>8hnFKN+BpVu?kghs z9pi?ys;f(64NEk6-Au5`*Z_+7d0#5{?twN$6WZllt02pkW$;~TCrtBDfnHuy33IK5 zji}#B!(1vb`|18ANdMJ_%QtoB{V#;=MN{uE{p&>)E1w;&r8)jIl;bLpc&} zC8lR`zKcM{y$^ZcfGj8%dE!`QT?ghqdG+a^)^Cves;vN>%K{Y9Fj;9Tjl--_dC7bG zZ|!)Z2U={-0yE*wRwmvKkkEPCYoyy9lPQZy>19XJ2D-QzcYhSKf=YIoOWauS+(VZ% zpO2`NzV4sQfGy-KWgs3sZiHDigH#iqJOD#i^>y#cIbim_&y#(u$05bi^}UJA5L$OB zPMHsy0xds8{~9&C#ysX#nC8td>;HNMQDLMl9kbpQ zC@nyEdH5S08dkX@N4)h5jmZiMd>jdcOtw9PDRorH@VKl@z0ni$*1w&a5d8$j+P;Mf zi8f&Ip>d&D%OcE1LvK6M_6{@<1Ml?IC}D!}gARdQEy!^--8MRDKlpIXUtFw%4YJ4o zm^Z?CU~!P|SOCHU{T+Aey6jV7Iw)EHq%KFVped!hppq|Nh( zKH8!cdy${cW|^2%Po~%7?FT3tDw_PMFC4Oc<7TS}+J}}C4oe8!x&nDJ%?wXZ?87oF z1@grfXTaYC+tH4aFwFX@yV>GM6Xd(yr7UJ8j~R1nCG#A5QPcQ~w%{rmD173IOcQ%D zSfxHOj8~b#0<&Lse|Xo6S<-L*BP}>%;j~;apezfeS`^P8_$+`{wnY4uDtCP1T8qd~ z@CNAH6`1NscMD2Bl;-HC>xE+81VI&o2^9bOr9Pe_0J+XrdYQEPLNNuQ+JU=9kaPPi z6XA+4=BnLHIUjx$i~V3ekk%Un>EaBQ!$zhsWyU|RM+8GYrClC|sqs)?mkY`Bsu3jr zYWtyiD<2E4J8wN4XhCa&bsTxh@6g}wDE!gazprwVZSRgNzD_)eACigFj`qKA zU^4l@1J#6+U@3w|hg0bbnERC|;M(I1$@vE}15e9i?!Z?`(i&}GfR0AWN}mbMwWmud z(=TK3d=rP@=R5tcR6OwY;z3Bv@^KxxIE0Cc-5t8qQkds)THdc@HZ&C-mP;R8fY$HO z59epvV~&$Xr>MWGp*X+%S#-M;Gw$bpt4Gg=xdi@k2ATEmc&L1=d9pX8J1tLA=c0nY zEGdVZ?Nw0RrDyimy1kg*F!O|~F8TCX!~sc0h%1)Gi-Pj!O=5koU(7Jt0(yj0aG{SD`?`h7qs95ZZRI~SF@d6ZC9IPTR8LiZHyS9wqO3QL z^Od}Yw3U1s_7U!oGBo1(xc?L6uh)2d*m@I-bMESB5N^WU=8}zbY%W;r`bQ@nnmNp` z_4ctxTP)ZX&8U`N9fK?*4(Dx+=`hz-!_>oH^T0$mo7(;T=~(E1!mQ1R3FKGqRPI!r zf}HvP{);tiLtW<;m_?fG!RSLXy|tj@U~V@FTFuC!`44Qj>qLhzHEI0~ZHXn=UeJ#Z z35rFt{d;nvJ2W6&j2=;?jSkWoRm=|f>O#K4gT?=4i=eOBudF8~v#^k2>BFWF7A&bI zF{`M=g;sxmE0${5hrS73rlE-oMB|Ew9yMY{uwqf?$alXAa%K016xFC>-gl3aHe^f?8LRB9XZP(JD(mbiD!sWL@mhnI}yzvazA_VZV( z(`OwdjAyj~nFmR%QkbzBv4evG;p75)QCdLOy2G4%|LadJ{T|0{xg*Qa8ftynSr zM3&tHVFs}1eQf;fHZ7EHJjl><NwX&lFF{lH_$Hgn0tfIoI5GzgPsOf4?TIMq zxdGNwUauH@bjNg$_s@2^4?*U4gih;`46qs3azVRU46>&Fxas5*ia9K@0uDNAV_w%3 zQH%Ui%(Hq+@WFa78h=xfmGd?SQw@JKsSKn+ZXJH^8|;uL$M_o<#@uQ8Jv#^ zwt_E9$h8bju*6sHLDYx1J6=r zwVZM0C+lVJlu?{Ci40^dJx$PzW3Sm;D;U}N+A^={BO$sNVMZPC28yq-9(Z3t5Q68z61WF{5ds?T%pXzJ zk=vG{`u+u|5E55HYhx9RapqQ)o1VZ~m@>MvGoC|;;BH?nu^E3w2<4Wxjp(YAY#Nba zjYeMx#te~hx9ye$r~1W+y8ay`?KK+}bB7s{>xjWaipdPY>M6kZ>)|$1u#vn)DQzKk zmR8Zk1muwnOW(VmhCGHpW`c*9A8JFN<*P@*+bA$&G@Iz?sY-BmIGY)Y&k(d9BNuMz zW|2Jf?L||WoSPiJx2@7&9!tyA=Q-vUiLIj%PTN_;NRemb8@;?YNCA_J`^Mxtpt*p3 zKQ0_2=nuz!VSnI?>%|;~0v=oh_k&;Oem-R-m}JjbfALZ#+19r?6)$gc(yhxAHZ@yt z?U9`OiIq^C&()XjI&MocGKniapnXDcnO$r+#a=)N_-u3EI;2lhwH*zMJ@XGoLjJyM zjV;5;UEeph82uty{X)$8FZK|-0yAXd=-9A!)vYJsuP;ga_|hrwq}{}>vaE`Xikg~!l#z+25~IoVie66{i`NW`a+$e z8Rbk0{UTWR`A-uPmrbR4WJ?Jemw@+*;(jM?yf(^Y@>r0fL3irQrgPH9_;|$imrlc9QAu-z1GGeL}dS^T}8r7k+e^{aRPI z1v2bUq#XSC0j5S>1gN{lNTy5G^&=A6kbBIG&nGSz23uT$2tt+Q06jp$ze)buXLoAT zqv$l5(yRN(EfK5M&C@qXCfX{4|N1k@Z5D61{~bw&u`%jD6E5dSK`X86udNqIo|qyU zuiatTwEEuL^vexWxSHA_^xk%Y7ABwdzm+5<-J%|kmayOgy(;;jmX~DZYi!H%Y1`x= z_tXi8p9F^%Uu_EY1j+tw&(@2-?~^>Y&GYuIY{z`beAk<`(j;#`+o2x`UtxNU=B@}G zKe;o^>XT*?h2(ZozEt3}n-nf6q^>woMlux``PNDd zStX^k*tBlh4H8s|R444pYe}X?t^>Uze+W)}`8y%mnWXr$M|OG&`w32`qjCG=)kvn9 ztH(^qDN>YU(!1(`9KoHGO_%j=fKX7fxiLe}PHuf68IYW{+0X0bThl*xFxf3Mb3;dk zq@!WI@ZCU+YSMO>b{8s#k*fx9QyW+GP_B;Ih((;0X;5zz#q`q*Lx@?AULBa-gF@cJF^uai`0&!I3PL$ZBY?##aXfS|rVuKRgk5Xt!KlHje( zP=YTc#~|QvFhO;rNm}pC5YB(;f&H9DNZF}pZJ(yH$%{G96Zf#-4v<66UxlS6s~RR)I@-J+*$dQ*|fLo`%$SS&v`23lPE<1K+MJeIo^ZpUv^Q zTEb}j^ZTJDZY0O2odN2C*@T$A!_({?@dTCL>hf_9Z<5tMkhFnYWb)LhaHfUBHcE+#6s6VRj2&)-8TMyakMIbQjC>K(0U8a2K<2Y!kKC;{ z_xR&tc!v|L&s0?ZGBYOln5m6vYn^bpD{<;^m?^HU47~c)?gtS-t9jLB8%!%lvYwTi zAbEg-)?E4}G`+S~2)N}l1Qm-D@qp$pp+;sEWg^(SelKcrKWe}7;h31>z&rp-EVQ^r%{g+rSeal>R_dXhU5A;6m-XYTJP5vSyC=K>n;bCmRZIMIAIadenDNx;53!T; zKQr&ZGcca@^O6p`5B96EOx08U!m+6Fh@iID1ka*?^mfg7LPW*MpqBL)uHI|7b1M58 zPWuj=g#f&8Y=2XJO-+Wui_E-51Ob{B2R42*Z5DPpl0 zf;E+lk*~ks5UkaWe?0emf+_we&6qwWl3FSIFxSv=9FcdHW9^&3mcO^9lyd*zYLV{e zg{`jSmS-Qvcdv&LEPjtoGyOKXB1`e!v(iwK_TXzhkwcrgtDpP#T7-t=*ESAFzi7I7 zPQv;0A9Ye>{A!=bi%D|3Y)=@ab|=*Jz37+F^&y12vJ>f^i4X$%&eBQR9>LC+I$z|!3Xo3pB*?yND%HOgqNxZ^Fs zpMU@Fjt3*8P(j7f>^<5f^+xqae-Klc2&j-q?GF)#h{^2R@sH?xq@*7+YPEMe?F zuQ5+>XYcV=|F@moekDYGq_LHxw*B5e_tb*my8Tsv#$<)$`?me&S|>B)UJK|C6pM%M zNtXS|8wHS+Hql$iLQg+hf@SkQ(TD>T@lH3bw6uv zAPdYs2|RvrfSu%yXHq)5>mjk#jr9-x$`T=-6MduMizh*&U}t#3`82_Bn~U4>QX47a zoNhWmw?y(NrhVt&93iBc-X)oRnjyB!r|23M^WpMS4ejf@6A6x@$8*Pe+^{5-?NvhM zHdwV&jD3}`jSy_qjP<<{hO4_IaxW|H!QMYxyz*U^vH5CvO7i|(T(JCojha4%pa~Q- zxy%(#aN1G_EousqJZIEi*Xl)Kjrji8LZ!(hgIGH|_3KEI?{G1r&EPVwOH=K1Ms1jm z5V7hMbt0JN3^)z|kX+2lZrl}S1l{ra{)EYgFiqdkr=uwcGyOj*XlnE~d0E;nAx4Z8 z%p$hGT0cPY*>c2kT=OA$bPeO}j+T@3iK@w|-cO;nUp?Bc@iw{DpHKdL#2Ad#igLt{ znviV0Ke_|IIT1YUSWpy}ND5ioZ(&bzB>8u}3HLm1Mp9XLNc`8aii;f@S=VRzNg>DG z;pL*moBYLWaO|iG$%U_FJ1nGeagK`9;UW{kp>SUz_7DTXa-GvB2ndq#y578DWIN{k z$z9*9NnG8=duq{*Lhw$}I#Tp(N!Agq@DSZcB=fdsGqd!kNxB$a%S_1_oG|%BpZGu@ zDbs#qXR4`SFz|+@pOyu#vb6lpt1N+jMiC0v=qSN^{Bqd_pAKZE8f)m#Ib;3Ufk!I0 zZV_y6Xxka3xuEo4G$p)p1i#Cl*n2mYAUKSV8GZT$q)>d!Fl@g`@V&hz$7Rn&ZhdbW zeCX2ym^w6v4`N#I_dv{Y&8EO)4P8Eyx12``s8!I{zJ5q>Xwc7E=h+h63?eBvQcVad z=W_w&!b{LmD&4d3%7$P`xvn#Oyn*0Wy6|B8LuyjmTA#y>7*tzXt zov%qmP>oJ_KD75p;xj^E@u zyK9 zX1)6z$+Eedl15YyEb0i_ds*!Uueq=<bH;xy<}*y>dYH|?@MeASvX&M zsDu!(`c={*IYw|?O!W_OZ-Fr;LHer!jxc|MyY4)P22h&zr}#@Qlk~9$tuGZXlT;(Q zo{MWsFcZPCMXuZe2Abt-QmjRAVgAIs9$I=rq*5gA;uRfYYw;IxTJB_+IBisL{R|6k zh^;uNn2wWMPyP)Ie{VzzyotJ@S~W>fwWUW4c+HWV*9|>rZn_a%ZG0D4;XDje2jA&_ zI|u6;FPrz4*AgNl3)2fL3NY~2q4dbHe^?{)Wq6ms2a+R@TO+l483vE-88>QmA!wuS z1@@o#3Dw7T`^|W*lft~;$eH#_BtwwZQGTXkT;TY1WZBA=U`TB1-1X`jA;5M_KA$`R zz0tZbB7P4jZWn(UzR)FPxesL7e&0g~_Dj6&jus&}ZZq%qN=hfTWJf7qu4{$1_uoCJ zKgJNOO;^pD*b@oXQK3hN562VqoxUMEm~9EJfdBM&-=Bqz-32Kf<$DO4xh-w3pU%O+ zuYogyv=Y;%#C1j?HS6`-1I#aL!G0;6xnnf`NwtThcTqpds~Cl=b%%%Wfi}r5vOh9zml-y(NNv5v zIz{li_)wzRe&S*}-*@)xB9gH%NpUsc7%A9MKOgH;MKJEFjb$^iAvh9>%nc=HU}Ub_ zro0Qj(mX3R2*1;qXAdOU zgF+r8pSwV8Q}s*n?s!7-{K9Vl-^RLa==ic~i7@k`VN6ym64iL{N<^KU2O$5VRUK#=%M=1k2?E zOYbGZp`B}f#~n^~n7*Pm@$i@v!L@5`n_=QtlEb=>L!7(-zdZdtsFIBd{tJ260$pWE zYU$@;o&l@uFV=F ztxaJj`c1FZ;r%d)n$ZFxze&j+nejL|8j?v+{FafJ4#5&M+j&Q2k=!}w9e0rBAi;6x z;u}8mWfjf&mmd9?iHhKlKc+PQ{xK=|p9JUO`y?T7Jyrfj^A3_TNnaW=vIrPJ)*AAN#*?(>O<(|1U*&5pGS5kWt>Z9Fq>T_kJsqUxT2A%eGCd;VDa zd6N3Whm)sO46ygQ-DAyeHG*y?lxlIfnh+ISY6naBw1)Keh2 zKG*uh-;E+b zH`u{&*58V8nc$AwF3=!pN%E@pkLS;+5u70>i2d5Mgdj(@d}D|VNj0|DxB87Qx$}N` z>y#23u4I39Zk?bdx0a_rH%_|^>phdod2W&bYF8$wXrt?FBsW;N~HY**$ z`D86SeDWU2q{G(b+5C_cIsDk;fkzPZUV3^&FS=qq@NWY~Rl#33@6;M?iwPxWJ# z6f!-wSeh~owWCf8uOB9pk`B?XHd!m!O&t+n-Kd5e$K2$tg7P+b@LJKq;A;eJ)nmy* z{u)v|-|j6pn*qU2e|xyLZJiXf&s>}L*g*&;({mnmx`AtV4VcW&#Sy~CT_%sbs(}ek z(NOUXOHwGnDC~nu7{UHzZeVAWJk0IN5U=HKCHTjT2aab<6I&iS1U)$YgJcf9*;zew zjO68*$Wu<0glOeALK#1)NKVa{U*%1M$ej!}9%TXUB(Ip*lY{i5B<*=#D>dU0f}z2d zF4pY<$+K^3tox;-1oQI7{x1{UgphIS=S%N3NY3?}N`LO_kW^bwt-4iQCh4oZDl6cS9L_qDwPgJ$v~jz^bBUjLbJp<6D{ul(_5zpx^%FR{`V$A2SOBE;%ml+D8A z=>zA_wJ4ITVjLa^yCO&~SjQSft($~eK4nf6d@>=cygX9qf$ zkyy0yJ3u({05l!r-Iy`_gIy!sQ9;@d2%h69YZTvjl2$aM@X~+s1l#?7?yJ{NW6L>( z-BBN!pzF8ba{<#^B%8X{z10h+u{%i1fL-D;R!W_WN!pqLZBO4CjvY+F5e0{(iNF++ zSDu)6zqUkj?E3GDf_fq$!OSi3fnSwmkZpMrVtsAXuhI5f4?nr(&wXb@h3hzAe=TLU z?LSg1P2WKp6-j=DHFqd zBV}w21GDiP>nx@utw}QPaZM9~`z3SHq=X#FuOb)AysvH3$6nkW-q6OD0O~*sJP7{| zNRJBt&?dI*7jTul!cWpi?A7zrbKmUgkMFk^G~l9=6bskcXw1GZ8M*eym=JE|^}foM zK#D3kIMcJUk!N6nc%UCbZ_X0B{{a2s96a=K$i!) zu=JUV;9`-t>)ks{a)jnFCMB7XbkE;V`=wcvyTk+!iiEcil2|DNt|2*sXt;ii(Pzii+DA`&ftC5*HVs@b#D0x=IEd z$+A^G+HVI-PMR{_{VGt;_ak@0bT5t^J2Cv7Weqy_Gk>X7JqCkeh7zUEJ)q}7Iqh|d zAlAA)|J&lm2#b4{OmZvrF2enJa zgX=%=gRi`-z@8rzE=B0($F%D?Gk)U`*!V(nx)dVBakNk{5>mZ zL65mTfuS&$C7HLl9Dy0SI)m3vZGLBEu>U#MWsG*$`*<-!73Y~A1#)}$V~dxj;pJIR zY(C05!87B5an~;D%f;ry^yg%yOYEjFbbr#FUzs2Cw+hex+TDp&%G^UWWBZxv zqUZXd+0L6!!fXtC{r+4Z4x5Ggy20Nu5==P5*~$DnbOGkaf2r5XUxJO_Y30=hKd{lk z^EG9o0jH7+-nib~3q416{#e}k8FNnBO5CrRC1?-6y{_NWf#3Kws5)edV1VngwpVN~ z1jl^l_!EB;2aEdp9et9ZNcM67w~jfkc8i=2dM5=7mcu_h9l{_tq(ZJTQ;?uGd2?80 zND(^B(XqF^8wb+5KQ?lkLa!U=y2)899PitfX4b}ov+UjdR!SmJ^MhUF9eQHhwZ5*m z-o|i2ME=B-_+dz5VzOGITg0ArLniuRbL`pgoPV$;7jw=y-*x#B2Q$r&Nr??UTr_^~ zTiv;_nS-E5=6bBfPp)b*1?jAuw)wjY~fHpba#r4h0~hj?1NEC;L8~7 zxx6>!-(5PS1kjo#i+#h6)BELH%v7`)C(lI}Gf`Lg5$CFp7VSL-JL?-`-#V%Om@qf`}OQU7{@2 z;C*a&`=np3Y5?;iVTCo#9@tm&S~`M(2}|6pa!Ug`v3W;s$2YoGth39#b}2L)tJ~ID zSst8$&aff@SNa2XC2S9oZ!4fA}}Vl^fhK#BuCt zIs`*=AEBFu?o3qv94_iy^8fqrD%6I4YYP&i;G*B@yHsBcu=e=A>v!gYv1>3|o&P{8 z_O;J-h8TEZti(qSrJL7r{j0KpiP3hLsXa;Gb0`&;BQkdEydsM2znTcimMIg)Qd1hC8jvFi?Z26_YxR;j^n&! za2~hwDOei{(GGi31+7X=2mRCzVujo4a*K5)Oij9tHXlfbv8x}M)thp#x2mCxElGu- z{w}!1DOd}uE*SN_J^KddOELyFTIuoM^WQ&~9?wF_hmidGZ$}9ln=Iq?m`3=^+b%bK zEdko$>BvChQA{FrY<78`#d>2+&LsGbUkih!>a7J}Sn1Nzt)VvrRiF^NP|0POvQT6z zx%PZBzy3KHQr1XGa@Z>gD=_(j>jQP?2Pl)YU-%xn*>BHUWy1vDL061&FI{ve=3U_0 z6(dds3+5D|DXhYwx7lW;x0bQh`BV3`PmDMo9)H7@X%Y*fFQv%qxj}P=SBNpQ9}eDo zzKcERB#ijn+q|p0Ncrz_(##fSoS&Cjqx|7AVJpbD05{PGBS7lZY3{=?73X-OJw8Sj^a^#tw8fsKLJ zN1*?5&@SED1?axuk?bBpg>H`zc({MN0bLg=24IjK^I0_RwQL!Hma(Wq0awhiIpmw; zczPMmja?Ub5OfA6gRgCP`Uk+GZkP1f(`>B$ce{N0kq^$YJ@aCv$U>ioYJ@{`6MpX# zP4IIJ#+ARv58Y5|0TY{gtJ}r9uy6PMAd&5}SYPw7t38pxnb#NSy?!LYYIF2|+Kp$h zexJsJtP8og6fa*l5p@QNRl}bs1pI@l#*SZsK09&Jt?yAf^#;i(^2TDUsvrC8Yo8aq z{R%zDJ|8YiJdAO^TLNpXUSRrm)%9QdtDt*EO_ybM)0b8<*<$#@VA}l_AC2E`e9{~G zYf9t}41}Lt;VKYrR;Hkg$Z^2jRS-| zRwg~=u3mJ9fn${1zB@l)MxWw_^$8^HA=fwCs+ytaV)x)x>I!IFdBMXZ$%d`UpM;s@ zd||>o@$SXiSJ*Usob&1XcUZIk*^&FU{4n}x;OpC&7+87hKeG4DA*j~&H5d*!hOP7* zJb%A8B84F+%GKur)+>CQaZBRI32q)rWZe>0`4}wn>)1oH>KpM#TQhJ}{cd@$4J|>x z&;E9&zY^pw?kzDrNx%&6f650lZjdy(+m8HJ@q)or?XB$3Z{yt7OS~;k95DWfNnHK3 z;O1V=51tv@lG()?=Jv`|6C<2BVDZwd*1y*7*812rgk_JwSiqA1 z_sSbMmGd|GAXgo1xPInRv|z?2kB6}y95S%{)P&>pcSBg*Pd~+3vj!=uYD^Zfn|YFq zdDa%%ic>e;XHIM8L0!y_r+Rp1IKhZ0GPjCV%ZP_N~eu+Mia5 z;Wr<=NR76FY2lMwj#B4h$I|0fbH59iz3f;JzAlcl$z_sk2~VLjyyom~-3^!>m)$vQ z;|>dy?h`cjd@#brYO_mM3fD${e1GTF4IRxsCzeYEpnc!P8*yBz*bpjmi(QoC8(iDo!r-qo1{T>Y zoTeQeQ{S+F%C`-K^=)^oc`t1+P+3pXh}oa}d@~>CUB4Fuf0=`EUBkTVW~C18E} zyfp!Oc?>+6nX7T8U@_!`s0Zeb2^Ci$(0OJ z+b64+uuuQm3Ey*{u+=et-qrRx=Eoco9joPpUjI|xcLNKcKY9L%|EpB!*%K9F-hLf> zE@-rmXZhe<6^lK~!9Cd2ReSuG+;*rgzHDeO^BYI><5W!VYhl6{ufqqKLvbc9JAPq# z318Elr*XSz3#7fCRWIu>{)=I=$)$RYc`Ho0=Rfnns`8t&TZBqr=(cd(t?+7?F1kOv zF!=+=U5C&9rS^b)W-0aL%1D^8lUYjaLX4R**2#zsC#jhxj-GxZ4h@`?xqv(SaNRD^ zE0Ku~hv$Ta2X&9aoPxO2-(h{|O**|Ld+sGnKYiBTeeoL9e!05=e|j-f@#>W$y16+1 zana=YJx5r2@lm2#W;^^~{mNE#ei#RO{+o>&5QWj-Ls!DauEX@+VJcrgb6Ec`Q1CB9 z4fg8fP@NxR!DiZJo4g&i*b-s#_rgXJHnHTJ8#hH`qfPg>>mSsyX3Rv~c$OX(I1{zB zRnFqTg(EeSdk~u%GvC$fb3u}fWz;Yh%K=*oGu zFmE9XQ`&!i^t(o56*o`#6!&SI?JN3_Uj`EeDs*3O(qr!>>+r=_3pm8@!yoYCI4<@Uttbh6#f9UNJTCI|5Yy8H#o69IeJTXHcd=wio^-~xb+2Q=z9j_pg_u79SOb&^Uk>TE zUg%{%-xnzz0@l=N7I#cuLv{BS*4R%;IPj_HvHG!U=o3hL_;aWM7UE{>uiSkC(|Q@7 z=h*3Sgh8M>hhY(y21f55j=qAKTxN#iM{YoyvNPK`M;e$5iEgK#Xuvr^26YY1323~) zog?(I3d(yg_(hdp1d5PF-NuMJ2K$;jiM}$yhW1rj4Bd@01_p&69h|VsGv(F@??Y^q zW8TZN!bs4RPd?n$V?xmSykg0ax`g@q&NlyIFW^*STiD3oaoq6Usq(w{ICRSbkJJ|GfhT0~Gqkt?8g9Q2WG|LK_^@jb}-b{RSmpW~{B2r3uTLXv}$^7l*Mx;G=2fN>YaqTUxIjf@VHJmaua^&{=Wd+}mw~ zSXPwKaAd;+r#q|PQdOMBW-b56^#c5`SSB>^jhz7pOFFt*D#A#bAD81w;wE8uZA9u~ zcrSLbWJYF)s$!Rce38GI9#SkNKKPHRpub?y=u*iK7_jiTMZRLkp0Xc8Z7~P1_nvN= zT6FNAj5W^k>O;VLR+&Fcy*b)`GDrqti4EUvRSOk+fyEER4!+ z-KD@+1;a(UvT-AU*gn4J*~kS`7?o5v{PZpXCO?MW47_{-dhS10J${9TpxWPcqhCM* zH_XbO{874sGZBswDu;jJJi{THx^QmDw{cOuF3JK+SH96(zt)H4rf|Lk-`+tdL6m;7 z^?@-le$yJUhxpG;-Dy>Y0Xk^IB{*5~p@~Oz;i)+_4qbV?-KF9<*5qFn-JbRobJXqL z++_I!^Jn&Hs&j?ml>ck1Vr3VSYDC&CudEw}{4y0|FW| zgGXqw^2d*`(m$(MbwyjTx5Nck{ZHS{T1kafkL7^cd-I$7{QbODa}o@2D!t%{yMoif z;VLz4R4~x4p24~L9V^}SJN0y$vF@p{8GqVym@B_2v}{2{9wJ`op*uv`_yU-yy6^P1q5~GnRkZ(X2&|p> z_>8TQ0q46WYai4;gR0|2kDk@>kc^H$xl}rBz_jGN`*Kbbbe)sm!%pGEX+v5gi7%5d z;IY;#6m%Qv<mFc_e}Uh=T<10;gw0I|qGP&)?qxVZ`7%)7JtC1E1T@b6*mJXq}ax10z)j8i{^WX^tZhVeou{t^ELlXM@%>7F`{8_&MheK>Iy zhxQsZ(A2I%``f2^Sv+m<&!;8wrUpsUy0kd@c@062_u|W;lnv;cR|u;A7lpMixxz11 z&*H$hTiY+sD#3=Emq7MOCQM_II?ItbgYGHZDRdJeIK33Rav;JV=U#h$@_)mQi`Sa` z<}0MJmD-8YlhY4#1(*K{v=_tbRyPIaNtBg3dJR9U(&0B=tO( z#~W@ZoVyxl#36qWW}QIio+Td)2vgDWn9$(FjNBdTlc#Xb`P$sOePb}?()UNAj|qpD zxx!R+0%5hbL%_nz6jm=EHJRJ7fD0$?J=wRP4oA0s4rjFcfwR=}bKZH=(0}E@Yd@j$ zIQxBFG-1~WNu~9B@^t{soFeeOP{`pU z&U(;WXJ+=hvmIw&&F-6y{)brUFEXuX1O@g<&AO3-u)_O!>A}Z!=yNw1e#>S9vyKc! zncwFiXYKJ*TV_j~E~^aL`oSCPvoxMRp1+98;a$L$>IUQKQvW@CA_4Q!7ecJ|QDZ#2 zEmJ)E7MwKo(8+aXgXxAL1thQ+| zb7T8d*}OZB%zemzrdbBfTSi>j#DBt=lZ-b#FEcNR7gIGd-!9ddz`SUE{j_5hKy%GUJ8(Oc%|WPIS(#^D*HeEx9pj+i1zm)Edm-^I5ulbqfs*vE_0rpvEJ9MD>joS2-?-TrcF&BYHKTf_L^q8U+xE%* zXtjoon2&1*zjng#t4r$PH7{|+VBhk}sa9MLHRV0~TOT^j_5Zy{rp5v-D^(GjXE5=v z?_qk~bEv6czw}+v3X(IgS8EiPK;fGsN_$Q=L%vqi`2m+foYmD5Igv9@(3Iv%J#H4p zd4Hdkd(pk$ummi&|7=^al9R0as4d@qUd3e2|7N;DN=r1*~lQau0O?$*uur9wfx#XS= zPADhRex~^2(3{;^vk5FX@y2BNeVFh%>TjqHEEdqP_yUr zZ4!qcl>btuTgKYl7;CyxHfWR>K74su3Fb{Ki?}VkF(&0W?+L||xFYYjcvJl;l*e8c zwUD8~>=)_7-1%Xfo+a_rSTG9em&4{S>S|%{6oWu#i5s>_Y!|huOvSFe=fAvS43tM#d&Gx^NUG$~Qb}bu>}pU=7AmyH#VEhb@tfUH)cIDMTRIP_#!h>> zZ8yN_0sUsFzRkU<3(`4iScp?j|8BW8ZQh%JT(*Kd0Tqw;1*X<+z(B9-4Yn*PoM2+} zlVs3?KX=8dMRsn(_R#vvvf&xH;NbevkTGeP6S?{wd+92)+6-#+j{ zA7^&HD`OT}hL#0sMef5DIPSMVRpQKwQzGLJZB=(*5s}axylw;IJ&`9oeW;*;<_n*y za4?K)u_g}g_ypspo*n%CL(D-7FmMjG;X5!6=yERmQ*I&-@g+O26%X9k~liEoI2sQwK2Tz&DG5J*k_$m|QXcxe+Eh`Hxjy z9)uQ|M@*U5eqwuzc=U8TKS@2xt$$cw7>6HA8|cLBMBhiE$KEzwBk4q4M+HJReLbEr z^zQj2T&P~Wymg!pXM8NYn0oYJ;X?oUUG&2wwPSmng&7MBe!o@t&E6Ut=v1!+-HU*B zIo=40!UGr+v`cs?&x;e$na+1JOE7Pm2NI_VHL;^&Gw>gkvJkiOlAy!#&4dV13|1FhN-W~Jqf!5{gDnwtlu?aM{nVM znJX8t|E_Ul!B`t~-RU@Q%oYk$MS6ui-OP}^_KRZCO~JY?Yk~WGp5mCiwaNPaJ=jto z@cZs;3@)S_)YS4i;DE0Av0u&yVMe-IN=$_rrc0i&wln?3(e}ISXI$5zWQmB{`jrt9 za))#0)ctWe@Ic%O^%4xv-1_~ksvg$^76wZqxsfuHlr9%E36oRZ{zrwRvHNVD;TLZ= zEKO95cVe5vC5p9UMY0nvDDPTJVBQ4{PtNk4B==##C68Qn?E&l=Te-EDZ5ih-?^zVk zx5jBt=S~-iR|M6`srdT?^jO!g6!f|y4u(IJ0&N6?$>U(_vrzFSk95AASAyzZD9$PV-ouuRcXC??;-9h;bGrZW%mE&i9wFjH+ z*F|W^BplX|l3cR=jpa{{7j!yF!Wd`&^u#u9XlI`9j`DtwXd`d!i&Gb1 z*?ukmt+^}O@txH-3w{nABCkq4Uh+eAg`R&}G8aysS`jY!a|6e}`>)9FcYyUYlOyh) z2{5Mk@Y#3nau~$znlUQl@UQo`1^4}v(8&>`C?0knaxLhJ3+|*rq(hs&r`T2~`z*B2 zer-EW$+lZ;SDGhi4?e*>Yu;TD%@R3;-PQ;i#tNNXdOVP)U#u{TBh(HBg35$xddpIwtC?AFC5B}_NDvPKY##X)9&{>qOo`K zoarg0Jeb|L7e9DMVe_J5e9fIK=-1!2%ptfP^11r|+vB>qGq1%fa>-jT@b7r>kINxg zAN=>~x0w=rlll7-+`Ne-i$opG>IO-b!RGk)PY0|>J2}YCU59D{Z-fhpkn^<@Y}B?I3r%9$9m=@EHp$(t>_b2S>W~E&m#f~Uq%0GW{iO5;X48{ zLcBOx*&$|EdIP7gj_zX4-;O_9yqom@MMKXc9nQ?(36MD8S@?&!5eEE)Wq&W~LA`~p zsfu7IbX!$#`xpHX=Pl3JeA<=^{l6ZJ4nCvC;S;QW)t`N^y~4rm@P-X$H2R_7@*7;f z`dNs@HX75P6Vp%n=&?;QEK<8v1qaqyGhT4EVmBUtqHp*ZDC16Bg;GLscBgCVaP4s{ z^-fzEINLU)R%{kh)_ z9Acn?PGAa3pW8-h* z9uA$wrqvK`r;U``S5#&#kxrqZw z!c=Y|LNMCXZGZFJZ^#(AcT>q~ zg7thYV%M1{Tubp;rF9h{sha=$a*>k@1}^TP8hQHw#+i#+@)R#%G2hNTXC~;dA-g9* z*Sz8V*mN8d{cQHneK5zGc`*~Al>IRHDqQb~&=qJ-Xgj@JL51Cia^=2|`Z#@|Udr~0 z9E?irz1L{{3bG%By}lAe(r;kP*X*7?Qz-g7u-{H$-+y)bONrn_9EX$SK{kMcHpk7DkZ0mJx%@>pef za$BnS8JrDOw%$#b4Dl(a3*1~3VCqAn1%rULc%UUGkXyXyZtrm*d zCHPI6^3x1@Elzx;hy|nLhX8Ja8F{GwLbEJttBtc8ax@pbJ+bxl@p1CiF&vK+dZ)Kj z2**=VxGw2E4pJYfr<4w2i`#g10{p?J%F1?Cg6Ytwc`#b^(sS(6Ibe5D{|Amf2)V?@ zAPq~cHO|%=MKD=Tj;S>eFmT!{o`W$ORup+Gi!$!u^HG_evSSyv^k3j8l3%u%}XrS$KJ3*-+!v- z&yIH$Vppd{+*c1Nn6p)kYuQ=@l?TsIU2NBYVy-XJ^7fwSRaB9-qwplwvc4`9G1!6m zHgCcoQ~=C4OvcT9J&AMoKUSXF4T_1?q@jq-*C$Qz@=dWf$9Z3Bo`@+wOaam`}cms?!p%R`j#db z6=gl)?fd{uK(fCC=819|0XJHpBq$!iq(Jv~|0|rD zy;9ik;=Rcu$B!G@e}>@;*8+xN8%93f8kOH}jb*ffaUqZ`0)VGW? zS&t5Ao^!wv*AETp8=_FIU%ilIlYk>U4;asNjNxR-S+E*Q#n}Ol{vo-~I6vd_UiFp@ zjs{z4)H|iYiu%9V0~c(uZ+ZG4_1jJFtaKUtGUJc)FDP1fnD%0>_NfLo#!75fzLQto zTMAVYgN8B!2e5{}EnC=-4@Pq*I;=qq23b~JXpX&uss1QcdVhMT+|B*pNJjK#ULQ_h ziam-+0dsddbO&I(<=r<|48}Z_?5=08va!EnoCV{~BITX)pT>WzIPm-4=}VraI5;Oi z@>14qlS>Y7Z_?MmUonNFk5@RbZ}*?}V^8LA40oT%r&z+G;=EAdi<4M!rktid?Iu!I z1a&5k2x99y&F;O7m5|nBTXuCnCye~mEM|0*#FXsq?|YpeLT31_07v#Hocj9S@5~-f z7=EFXc*Hde(m!gvGt7~JLBBnr{US6PSG``+@z{Rhazm;j3*0IZ)5XWPVV42ds0g4pL3a5mc92EuYJ7 za`mz1)Aux~uuM#7=WQ+rochL8;9mP4iV}VKiTwT8ooBxZ0{@`;vz6%&nkeiJsW{ns zeh$X%<{8%Qy9sJXYKIot0+?uK4HPwVfx*mW!G7T|h}d@Pyx*OD1hwVmiMP8fG5LC; z1O zAYR#=?PJLXME9BAyxf%pm7!EOR_gTt$x^w}nF;LPR`b(#<_J`|E_?3^*MoT__Jg?; zS?D)-Qa|4%4-1r$Z5IaKVYPq6Qo;Mv(DTzXx-`}Xx`f|e;xwtp!J^+r?Yp^gWJjBg z&fC+lHWuew@Z=hf*tQxURQn1O4^$ai^188_X(1oyJ9Xsf5A<`A9j# z>J9IX;)ddxr2jg$;n*p5T?%CcCM9>CqkpM}J^tsV zbWFpGJ3nI0!J>;-Eze?4^U;?NcMoFQ-Rp*;FBc&$tz)`L^Dv~aDbFwl?}Qc4GDtBb$`-Ot#(7&!S7EbIJ4fffL0Gn6FBFv#Ldt-G zO=g8Ej?2H28C?~JQAN+I>y->R9xSu*;dum%1t@=YV=l%C5z=}`?JnpB0UPbMqgZ%q zvhSpvJ&d^+?Wcm@FsJdTCVr|1GhXC4Q(OLm-ngLUSNctxeAlrf;#Le+RmmKhKQ@3A zqpS?K+v8BO=bWSJ@2}|ob80wU!vZUWw?@9sufrmt+H0S>1z^HrcyAWhIm}JX`Smc8 z7uJ5Qp4=@Ni|bEq_j2FYf`;`xIc+Luf@;M3^s#?pIJ1XQLgCCH4%>~_pP(Ja=EsHG zeRRtq?fGH$gr!-m@OV$p^IQkpKa}{>`Ln}%&8hd7ue$=Ot*ouQ8-VF&EDU!43`xd9 z`SBacUNFOc%6T;+7-rWfO@k(W*wMSi<3wO4mKDh@-+$5!%fDq~GkB#SQYgUU;9u zEL0yKH?2tJ!Y+Y}S_>L?pijYPdEPZ0Iv0N&dvHsYgdfUW~xpt5c_cZu)Nr>w%q0eVJIbzcbD+wGjaiLn7rNj0lPF3g$B%YswWu?C_ADdYs<-BU-vw~!jp5|&mUG`(}?(U^*EZ&3$ z#uGPkLKMJtOY5(yzw|gtIg{XTdlu@aECN5iOTvQWZ+fv87hwE_iGS9St5B;RbIzdC z6bAMlx~Eg*1a)=JVrN(WLW}4dW^*n*7}5<(?zfpBX-@O+653_}T|N?Sd3H)T=cyH> zr;r4VYBbHq%LibN`OvD$S7U5TU_J3-Za)sUJ^w3K;fSfc32Ix))?n#sf1|sCJ*0OG zgfEBlLoQ21*8=+s?0#|6Gu%ZNyL!@w3(kDNoWXN(b$WTYWPUiRQbhzP*?lxm3kU<1S0;JkAxtj3Xo%<;!9k1M8LHI;=qOmN(^%EP$*7MB z*DbCR)D1h>hGlc1{m7nO?^7HwT>n;kfzJc%G`(9P9ioP1N1Pfe4sXNhP>3>qx3B6)#05`Zc)&LMpX^ZOye8VnD1-A%~0LW)&QKBFmEG z{sZz%(j3Ze7~v{i&ydG|k6>nw^B~V_BcSL~T{|=%0h8K;s_t_qFnR5+;(={in|#gA zEjV}uI;Em(TwNStBChu)hwmLI$QgLuKHmW~$*L@z@;)ThkhqM(j!f)Ujwk$B7hvj; zWuL0lD@Y%!_%3iek=N*j>zDVHr|LP%Q;=&pkjaSgoM`nmmnt zUt=V{9C9bAvVy(rV@+}0oI}({+!rXG`e!wXi#V#f|9kB5Q?N8;`A8~jFV=I=?{B~B zK+*)i_`LhqPJ-G^-G%zgE}TB!;KaSJ0=txiM+}%v;E(4n_FtTKn4K&6V#&%07f;(f z{JmorF77r|+g-E{^Z%LEpWS^32cmDj+D{RJ5qn#o)Vvf}xv)?)AnT4p6B9|RmCiU2 zI#L=R)Px&7b(%8i%okUTAW*XfO9qfGzEWz!C>#`RKe2F!U z`iE-_Q=m%m&N%UO9^ShjbI!3Zz>VO_Z>=x>V5|0IkD$>t==EQ5Y0oR3nSA9j~y7F6+)-5pWxyluo>`m_~3DySd>9PM@y>7s;F1M_)&PnW{|8;D& zEelGo{oGf1ZUrVa)Z3OCN3ncyEpg~+D2z%Umh*kn2z}%K8Ch6U-FVrSY17%J~d2WcdW~YeYbsJjLGGOccuf>6g{fHp?MN}MIPT-v`fT1 zak%}))(r|j8f!{jGQg<=ChSQMo3TIV#Oxn!7o_xXC2{+|z(ub|74}tIu&bD9hYGI+ z`Ybk<*zeQDC4Pw)3%tbUK50wRavNd)wU!7C>g!NDl)t(^^e+4Z5&I{Hld*A1;o^x7 zSKJW0FBYLPh)W-Yw0X-nqQ3$HzKc&^cYn zRdgH{QhNS*YL&yZa`B;qZY?;ZdRez)WC;eEi^pG_$cCQ4q$#myJ@~J%`OJ|myJ1lz zU@T-uE>`!p^&HAsC#X~^dH{_u6pLi&NUdn=G6DmaT3A=Dt>x8E5KZ~-1>{_1CYhG@qXbz zB@~>CJw>f}8KX^#0{8#NjI9bsFB~yvhmzo?H&^dGg~_l7LurHX%t`e7=W`D<}V> z(~%??{v@tx$hX7bqdYVDYX@MY|2@UaHHoCoXet=bf<1CF2W1cVLSI1gsD*4IRv7b~VVu85f423vEo8cgq}vU)C;k0k~s^e0VHu$BDph%w7yEW9Y(ue0SOwtgz53U=hg z);;CL{`Ju~7o}FCa3~3jW$EXYS8Jhs!SR(-qb7FOh3lwpSm1P(yiChuUtH$r-6L{3 z7n^E?k9AaM!;06yr@`+3u)Fgp{i{J;?7Qyd%~k)0U?8;mOYeNa4c$?fcohlwr*`Fg z)hBW2Kkl=tXyb?-U+b01g!^D->gG%8^;H-y*!fU0CK;knKjoPvwQ(la>d{HRAgD{o zYmw|0#k%(?Z$mnwaLge2+KJPSkb9L^`@*?K=yBb3JfzMPlQm9E8%o}VQ5m7^$7)R^ z9bZ8DN2zca{2G|kyX6D+X!=zom3cvp{*P>KlbbMO^gZIghesi&eXCl8z73@2_Ki7@ zg^=_t9~LTDW|8tN(?i_H2L_ke>yFaZ;rx#%ZOIdnn3*rK@9>m1)IL%Fna&=C4L^5X z7_@)2xl_iyzia1k!FYi#LDCq2cX^K*H3pWj7_pJ&g$ub*LxIU&T#=N*1xpS?%A zT!#sQ%f(|!AIG_jb{BmYAZe9T%K6^XLSC!Xog{O6n2^u2FKu-u=nM@?HlAC-m}!Tq z-yS2FT5xw=d@qc>$x0&`otypOw3%ti*k>nrkB>EBpM^aCLvnf3pG4?(b~EAf z$^X=E-0i}$mltaN88vbBPKM3jO~3Yv`J|`&sS8%=PG%fp*bM{DZ9EE2Bc7T?Dc=yv2L|Y$9XieY zOByTAD!nl>-3uG5FY^6|4np7Ym-&iPYOs8r?k4Y63Uu*l-toL-52NgyF_|OxpncFJ zl)^iQ&3`pz9?Po2xX1fWbN@VF#=r^eca z>jI9hh+~HO##@_sa6QMY~@PO|ygNw+}s ztvgC3{D`yjqjl_K-Xzs33w!F}H&_yWKJBJ=E7s8^Qr*jVf>RUD-rC=Kp(Uv#z;V+r z>h>Cb{p*wrBliaA-cA?6Y}A&H!-_YtkE%`T(}FOLQ7h)bFM0T9@NWO>sdShx{}{>7 z>WwQo&LJv2aX3;&SLbzQ2M!EcGTvl40*z~&tTJyl2wF~dV*7n2Y>&q^r?dO9Rj24u z%Fdm*0$q788S`-}YDpsg^cxuZY{#+lv^Nem{}RhP5P+TA4fKbFc49-o{+!2SarnEx zB_({G3J`!->h*`)-TQ4*@%@+fsIJ z{@@cFf5Uh3qki(Zm6r zX=S|?f!0`nw7GtDnJ`omS`+4`0+fYMp%HuIuq8q#`1+_mwmQ7}$!=_pKWe02BxNjO zKexO$Q$r3ceN#|;(CLHmrz_LAq(x!0{88}f!&jh5`AkVj;Wn86{xd@CV-1$%n7+eH zXG!`8;op8O-i2QKJFK*2FL27GMEi_ZBy`pv-x;{*jFYn4)CXUk#y<+@0$qx%u{%TV zzhNp`tbDR1`$nWP_RUhw%&$Dg$>(|!Jzcw?ct`jC9d>?5vFXz>y7(Jw)OJ3U9-hEj zm5!vRdkwMgk+1rv$QD@XNq+W6mx61<9G@@gN5Yqh+FG+S{~_hFGkdzy8qQfyH)MP^ z#UHn(=pX4FBB)AIRGZ^iL0ggf zjztB>oIH-)`*s%R{_HQZ70XsJLMNKu<*L@=Vgy+EV~i?a`6g1$s`whHfnwxM=QTtQhMHC%S%P-?Z=P7Ms0&L zvsE!BtHj)tdvF~WvU2Y){OH9RBLTBMs#zSXS11eOGQuT=J>KVyhOqxe{d&o{FkDM) z_CnJ#g5Ea9SK+(|R9BRm-BkGjeN^5XyD6Ky|3Kpfxh(`{|FV6v-yaHHDJSyd-70W` z`S9bjy0`GJZ;B~(U4VP~h}ebI;@oY#xHv?FU9wn}d>_*|92#w)s} zxtv{CI>Pz#_A6pq7!a=fo_Qg!TJj;$R~`0hTN(|!PLDsfryH>=umYQQf6tnJqYPsfM}%I7 z2jVo#@n*i4dvU1qcGIVoVrUV%-}PG(V2I{W)~8KpSh4sa8$HwnMM33Cr<>p5%%>;* zwp(kk&!tV{v53kh_mf95kDq`khO>jyjUTWm|D8gww=0gf`GxCw{)5^!3npVzZ&=bh zDJg$X9mY2Hc#OHHKy%E6<@MoTkYqe`F{dI3rYOIL7aPi8{F0}Ie##gO_kZ}_b@&_( zSn5C2XWe?UG32IQVgk(E~abVO;DRAkDf|YhPjc*+AWDI#4_u z6t(&>9EO&J_nkM^!ES@YOMlCZNvebTFYXWJ;-`J`T{o=`0mai+>G$7fSa3vfo4GI@ z^h1DuO+YSozwcd~7F)q_!{7S5_k}|1lItDUp)J@HaZ%33l@3N`v)KH`<6+{J$d;xg zFKp2&`PDEa4(Sy>N7@yKVce$fTgK-gSh(WwmN&x=o6R~7Kbz;nj*+HE*0s@CcXV?1 zNZfCr7|98~VxPkyfqR{M-}zu)L7AX3X@FIluJ5V8X5ehr1hpy8R&15?os=$dz-G5R zTj4~6xF2I5RK_k35@kN-avv7CrRb&n`(e1I zA$W+J3gVqbXTOLFz}#y!o0y3y=)QDlgDPkb=Ki^TWKAvvx@yONBhWG$+{Qg)4Shau&9C2~f||x%G!zV-3eD*YJlYwKXO_SN84VDM!TWPqo&k$_c$yI9nA_JdIh7^9sF8U$AR*U)|=ly1y-E! z!Wql?Oga<;y7nje@@c}q-?(qSF?k$#QWor!Ao`U(~mAxK+{jh;ChllKXgahZbhE;t3 zLeJmi#qIljNXEHE&*#c}AVWB_KGn_#N}lreatU7`XmW12)Ni|k-7|j@wr#nH!_j5Z zPrpk_&oqnvPyU97mrXF2UKoKmaE|T3?WHrKIQ%4j{7=a@=;*xYdhw(kPFUqAwmE-* z&c!?WC+8V}(%E+2^js87=!zCwsTAX!x~EW_!+$^$V(Cs?Uf_7vQ8+fO494ax6YsL< zLX%Ud<-Ma4I6L{@C5GN@SpOqVIOXva%rMOtT(;DL@!_)>{wh?kc1mnAsYnqgZ^%4( zeSZo2ZL-zznguq_QJ)UjeFP?(r!=4C_d$jvcS=wH5-eowP%J2*f$q^!TJzyCYA0l#;>e ztM1>=$Cf~Lboi5KmH(h)-v!D`Js(_=c1Wbm%mRh?!q1&@y*NPgH^?!{BWdLyAo`N}FoR}hKy1{R)q zQq%D4lx6N;nHi|`Qg7IHQV80zuKnIxH9{AyHtsRW#SwVh-1Wc>Q-+!Lsfwjuv zM`eh^FqL*}hVN4w3?yhL#_`AF>^XZy-Ia12uZ^@hXZs(_E$g_{SFvOJ>)w(s4_TOF z<2N>Uv4(!$b%N$UHk{sGcy9Yx26lt-Q#IjPoc$-n6&5}JvUQ9z`Vp;HmGfgn}K{hH%(hBCO z!xzRX`mxJxV&}A%F)R|b<9oh!!ouo(^|0yPFv3au=kH1uEPsE+>z&pCQ>y2xuSCT{ zSBK4qX)jIO5PPDm?4u3?3=v1-2t`P8wf_CCD|XXY%cvfE?Z(_g|J``??L1C)tteK+ z?+41$eMuj$WMTe#V$XkqbU1fu;C}SeQ}9nL%2c4l31_21BT|!caPE8ue@H+KuJ)>@ zd;hlw`xD<>7xDAP4xLxt=R`NX-r{s04Ocq$ik3OI{EdPc&uo?F=Pu*ifBh+;XMJ(} zONqXz-!`1yCs8&Lx)T?a^C!e7e6XjXuRimrGiJHe3I($s$3Zr&0~fcj!+qwRyAKs? zfyn@y%Cp?zF!5GWTuQzKSM(bdrr+*@nnKpZU;KA)=Ek}5#Q|L`uwbk@Mt>W=ZdBgA zt91$c^>tq+3MAo(kg%%h)?a{%S0;0U4?_H3R>6?CSX}wCql)s!4#%f1UU$#G0kefC zGg8MVu%~;Mnc~G3=+2uftfW`MBFfP1gGDVkKrbG#>)Izs*_}oI@rfSfzpHQK=lcP} zh0GK4a#yib#%#!#|2B?l2{GIb{))3G&%d{>ouo5-x+ zFhw3t788@eE~TdnF30adU#1Xw^QS#@^3iFGE5&bmdRMhck|EytZ~igiW(rHDgQz;H(pwo#HeN8^s!NAFXdg z;vt#O%=IzY{CCJV^;I<%v$rVfum@watXu5cP3(*Ta=RAY zh?Oji@jmdo(tHLxJPWNv-n=BKr{DF)R27hwilDmkZ~b5B(Tk_ zR?*7wH&jK6*X})+0&W*3MdY6U#fhe!m-cG2z_R0i8_C;Ov8-aQaP2uWE}rH+qB8A< zbJyIP&-wd7*Yv6dlS1giWa*6 zi!ER>u7jZk<%&wKd8BYFCGzEd!piSf`~_t>u>6!qLi(EzbO{WKpS+$5LhpW%K)gR54>P-mkp-18kC3hYvHZJQb$_n5;Xa9ynb+C7`xd;xy6M3 z;mCz^&PowQ_@h@kpSs{J_RzRoxvdoj!}152bdOYH-=Frr|2A&m&^$xD;(JXTYu34{ zc-#+W*d1LYmJ_k*L#TEn^G@tpmHLpIz=R}Kv+9Rev)IvRE|GP5v)?iU1*d!Kpq~;S z7=6qW2eqdTg&b#xTD>Q~soLtH>ZQe#f&d4Y-Wag>vowsgO+}eRNe+ydvcKzkR0cC; zMh=lGQ?L=*B_uu4hT+dAwdI%oK%xro4e8>~K*#c;^1o z;MRBSirZ)K;PVYEJKf}b)S&^p6ZTAGl&oPJhr6Y!w+{Bm%)HrlbrsflZ~EGJ9faO( ztCq_;sZeXN{{a2c6IgkXYdWhfhhrbo_gr=T20d5IJg~J7r}hVbELO9_j^@{FKV_Am z>*}KbdV_t~JrZ!RWy29Wdc$d{&icTDx6nva0l?Dh$-8@*)N#=CB#VOI4U7nkly(s^ zfXPh9yBgxxaIH-z%)FxlTh}ypa|%kq`0RCdyz~RkAO5%)D=H|mRTg|Z*5Pw{>BZKq^l)E?r-*EO7QOG+y%%gS2os6WWn|(Zt9fe zO>T4DJsPvDvbk>_4cr{xU?TgngP7dnrY8-Uh<#p%(LkCDcUgmA-tWNMjT>d?`s4kT zKl1>^y~R$BxpO4L$$$KcwHGn(km2_8UM(;ZT&UeG$VE`U5vjZ#@)KwDZz-9D%0v0* zKpP(QH1OXi;qt-n5X^Io?3Fq-g_Z9P)J1DhqxHJ(gHL|#I8ilvX83d_er)*0Z({Ka zXIutvT9@@=o-nOPEbV>lJtTZ=EX*JC)@jUqPwvD1?q5~!sdQjD$je%Zn-zO>#D?FR zdt$iMH`UkiE7*M3mf2$cEDUrCU!{&Mgjp?n+x@%Lv7!Ex{?lbmoVuOP`ij{fT2xBg z$C-~p7X?jjlviV;s@+0BPc-yb^$Go)Ux5#2G{nU`mV8`}4SG>FvwT7LFEO=FSRko>jNL%$qh}I8pxIBxf%tFmwT^nO)~__zPGCX83vP7w&7*r#!Wc$+U@(!cmb@n z+0NzN$_VQ>YE7Pdb;CcYO3pxq&yW`W>P=w7IHc#lMFl&~x`}N(O zFeUQUfKHd1r0Hj%*c~V$sp>^v?bCdXDIv8){$6hwQfwysn$F?Uso)X0Tl6sS^`A!7 z>?fScyy`vTNJ5ogz6*n{5gGY_Ddy4Hp^}`SQ*}Eel64t1FJ&Sx89#582Y0H zN@V?DU@4pTPJ24mbCq1AAD2Qh$>Uct+d6i?O}*fpt-0wZ{CthtYb5p61AFQUzJa=R zfZB4!1}r8YVVn(@fToW09Odb6SSPttRLPJVhR?oEKWRz@MLT@_SFWi+PvUsXiL8&% zWmkP(Mt2VLOH>uN(`LZb&s_J&(4SD}@$at_gB&i74oJn@zJxwjXT!N`MzG<_C0uNG z6KWr5vR8a>hmCqdt8!%-Iyil<#m-!w^WjX!o*XRwLG5jJ>l1A8^@NubqOSs0^-8*$yyS z`1{#pm?BIiDo6OuY(Q)fk0f)P56&JuM$CIolJtke%r^x6u`So_`0IQ(T+}+%#ut)} zb%vsPnhD8Rx%Fn}fzFdqlc{lD{IDD>lTve690p-UHY)bX(@+>UE6~01C=kjs?f3Bd zP(v%dt!I$kJ^cAPV}xeQJzRRl$lCsggbjtzk4pDPU}p8>(!MXxV5a!|FTL5H*riba zCGf}^^t|S`W3yR+P6ysu1$iD^;*Omo&OOHb*U=`Q^DjV?Y?9y<^h0ymB>^ruG3?`c z=2pex1?%G1>ggoKU@iWld9nBAJJJ@o{JwV*``pK;xP?`5f~rvQUI8`EmfU#z@cI(= z%~-y#Ge3-LcTGM_wOoSE#!-to*KS<6cmKTOj&!8#jz4wPQXKkA1N=C%*rA2bg3(Mh z5oQj$pRZ_%hc0%}Yu+!OVS-F5eQy>Gw8=E+oA(vtq5);lPPPg%Ib?~e73om4KRCF* z!v%)cPl?n~AHpA1obUGFJ^14&nl#G6hjUkzuW(%#hHkGPHpeOjaQ%5#xaQUnDA^VD z`SL?6Xc0Z~nsL}I% z^BxM`z5Vo*)&&~*Y@Z9{r&Dhv6?g)y%vnqH}w5KNO9w& z(w3y{ml&ar>C4+y7C~6yaP04Or@|iHjc<3JZT4ODlKK_SSS(aDJmJ{z6FPYs&vGdx zSMrxf-B2>HleJ zn!p^eh8pw??!{u)#YeLtjiZ`>=!V)gyRFN1wBYrK-}up2wqOeq1*eE4{GxWVA}I=x-r1)wQ= zzjL#AFwADN%nQ8ufy1dJovPa^E`7UFwR4&t#@qMp`2DC8R{OJ>tVE+RW`b2`s!|Eo z_at0y7gL9&W9%zexG2!Ym8PU$ISZ|CQwPW#bDSl3o#Ipi2trxj0}^3E04<)()iCRgt9$b48#oS5TH z^nK5va!q&|)0+CoLo^>K9f z2%q`3mW7QE_X-Iv9L9{XI9j=w`>_1M=#FI{6)bjt=JI;_4%)8T9&`V@+27ovegT1H zKr#Hn@Yd=k&gY%oqD{WQIH~$bqd&b+!ox^m()WVFf^5~7j2E$KkIJrdh()n#$3?u@_l_@HHX)j}&RLYDot(@Gr= zu)xp#ZTUoyWv zGNsSQS@~O@LD$8x>hNvv*0$HM99?I9MszO>itan|bl4GksZW@E+GRj8@;GWux~#&7 zSMLr!7uo~8(TQvfj#W4#lR6d@yB|BAehEJOB^m0JUPmU%+=sm7o8L}!t-wU&jvafA zyOAu+{l%Sbh(D$e?6$uA1g0;@J9;O)fS5lwMqKun;_Pc%rm3B;a4dYwKT|#@7{Y$G z^Swnd*nDzJA-c;)k*im^%aDht+qNrVGMd%S~ z$4no~_feyz(4e>)4 zv3WSxP$r$mO9SY8Z9*b&JN8TuM_n$xO;A7Bd8_q%EzE8yvwae!O48pgEz*eH^y43G z9v{P^U}WwiPiR^$G{tOB-+A4PpceLL-*);el&Vs>cm@1~HOs=G@cZSsVJ6#r?6*En zv**xEZOejujgS?8r6%k=al*{9c>;&ihxx`1GU3dmu!J9DJ$4gxk$+lBadG$``!*pr z?6?1S?6`6Zj31?OOxg&=ArHktqoG0=w`{$xHogG$oNvDmM+!i*rIX=Uk^)IB-@s{} zp@i!ZhoWAnbilt|YCm@`Rl_Q+oWILZ7)+>JJoaN2!YuJnCAAk}Fnj67g72pa%sDH! z(3aDNZ-=du>tcVw;B3l}~%KzbLEW^vj%0=wH)g7aoVS~$z z8{MfFw?g*%TW;Pj%rI$oFjf1MJ*J*QGnuq*tYx}lbm>nf^oBch@8LWQbN;b6zQ6kb zlR?!|2J}fV{Fz%Vx>gqELzF`#&TqrX?>sgKw*SO<`BU%1J_W(Vu7BNoh8s6`FLri| zQa=n(qFR!(+= zwJ-jPuybrYzKs2kbxzj2{DjRuVDdu$6}0BHEHGPIViA>fY7WCRPL`Sfhg>r_?s(&t zLt-NOZyV8zw!Mw-)(b3u3U*@`_0(9S{c|ilMrRvwMGuP9`}$@#jG;^5#W_#ayRckz zJ>M_-6hUX4E_L==K6Ir#e*UE;8^=78e==NXg~7A>s^3d4;f(7{r#8P8EcCr}xS3go zqdVJa6z3zMHeqW(h@K^^kN+J0c7_iIo*&)kUaAWplI(wU73o8t)6n|&|50?_@l^j` z95RMMdN4HX%Mq;alQnHfn@Ng{=8B`VpZLLxI%60&E;x%S?Bb6tDgYi~clzuoKl z-1m8%*Yo+f51%{C4J&pfB{dO5r*^lAh(- zu?n5Rh0Cj*Tvge)v?I)%_55L&tZEAMQ;Ncdh|a!KyuvUTtFtCqb{xsO9ZE|t>Ea^0 z-YbtMx=13g{JrpD2uHQ{&zWvC;ADN@>M`$q=zDCZsl3bkEzjbMt}qLRC}rLsveP9* z8X;l22*-TbP?c*u7Qg{Bq_0UweX|MlDk9V!-~M7v%}%ONcqf6zmqzfSUM5tRf8p19 z<$|q4!$s@Xy*L(AWF3j|TV8TBfWSQp6klcSrB)W0O9*}9uqX^ON(DK^Zd>!~v*&9g z*#R1icb(7dvVyudteFkD^sqT@lf3hi9(FmG?fTI|z`PVwb>$q*D9v zA=axnr&p^W^NoxXDG#;$PZFSSe?``gN@v(Ga0y|(O@t-NYVr84y+}<|uG+^I1|{(p z61t`z2{e-0C7lNaVc~;Q{aPhGOg%~U8`<21iq`!9j8YE6tnbeDXz~P5pZNUBIr$9B zid3z+c`b3&DkrL;=`1#Ucx)y??}`g6tdn|IqhMm6(lf8zF8nvG{chGHl1TUWMHYuV z6H-6=UA-+l3vC%sVw~CZfTEG0s*$-2ZFKpsM*sf68A(p|0^%tg*)=*TFaDXp?96@m zMnD`atn>5;4YNbjPqbP2nvL1cCry~ihcNU-1HzI~>Jr%y@&>EvSR-!%&$%a_co$5C+h zzH-bhdJ<-o7g`pEgyQ0F@9QJ4ouRF9yV-f&JnYkCxwO7xC{^LcRz#;H1R4OuLaVP?G+pWOaz8mHPz3Ld2m6G<*{F0 z8x&^PNAfRwm63@dPOM%o`0EJAwLsF*Nm8B&1ZRpN-9A$NDdEC!6%^wtQ**hW`6S znBM*Nq{?Aw?2C_&z0>;%#$uw3oU?hha-qk&+wVD%#x(q4&Ovh=9MsvbcDo4Y#KgXnf|^R5u+dDJVv-aU+6 zcTyCyIw?@Zma%i-fejAN2Qunj^dQh&-e}z6@)dGrndDMG+=2x$noQ5QCYVn>{bwgn z9S&7C{T@EE8;ACL7%+zNK>f!n1NBchvF%~a!2X#XK(-MtZ$tRyS1S6*L}W{_$Zvh@4sHe9)}Q)0pSVW zff|3?%yGRBNG;_r>~!B?6NIYkWW++Ng&xP3!X6yaYI`H&dTnLzu5XT`@lmq?><{_^b$XP`*=iuTDjIXEIFbm4WK1y;C?Y@W0E~@Bes*BV-k%zQ>#~|+c*947=dvSgNu7AxBf_cga(M6Mk zNb_p=K_87HPXGJzhfH_^b;lAk57;*%m2q5tcTh- zvd5X4F{DA)WD?u`sN5}nQi>TVt$Z+1@0_8&&m*XDk z;gaoCTtQG0HvhO{!@7J3rrd9?GjsRUQKu@ISZ{$heU%k4&!>;Qg`*EDacWhmVMIYh`pz%qbeE!Fni{J z#StGRSQ7bMQeH>JVaYg^xuHd@%^GjzABcv0k>%o|>0qEfu#w?{JusI`?;z*x3v)py zdTz;BVe?8h67PR#axob;2&;#C`sIB_SOITHPD?^yvx= z^>G}pCw>M>;MIxXr4FQudIoYI%*GzA^CgA~=P;@FO0J;*2aXs7?67@QzV*J=f6bTl z#~GGw`GO_40F7wllPxA;_Rldf>h`lps@9)U3%ic%CYL{)Uu1^fuE%Fjo8E*z(L=Pn z1+>tY|8Sc-%@Pc3`p;gkwQqaDO$0<$L8)r7w zJrgrJq06+2z1RE-jvT*r#+Tg_D(Q@mbP659{Pza}Y_nqF!?Bp&>k-8;SZG{P!Yhw) z?%Np+OMJ1HDqdIJ5r$(nf^(L}jM(56Y;(6P5qn(#U|Qtx`I?DGkhQPp{^Gw( z?5($57$!c4P7X`qs-RTt3;onYPdNb_squmxk{UQWW>KJ0$AU#3ikA&YK0vvvFQiU` zNG9+&eO&3niXFUs8-Ci*p{84xZf=H@%b9;SgH>Rfy0muW`UPA$(#6pK%p0qhHbOrn zf5R2K+lLAgIdCktVoL4P2!ZZZK(p_eNUZBQXcA6}fz7$oEMN8qV(oqlPC+kz>?fM= z2AN5t|lBzrmeH1Ra|LP%5v1nZ+hq}T9oxm}jD?>P3-_hd8eFauyZW7w$x2~W4 zd4e8KIY7;--27_*NNr)nM-DczF8*)v>TUYS0qNYvhU#UOdh z!=v*(BcEYybf3=+_6um67VPh})fWZMnmq9WjnKcn%6zYg8_v}4SUM=uPoVE{-FD1k z8_p{`iyydPiSxy2^gDzcvF3oIbsmEPrcds>>3fL)<*E6f)CzxM-D=*LXcRr>oav^q ze{l&bA6$|DK;sD`LjUwH>K0*PkF{Xop+&3{mZsA?EP^XWxzfc4t8k5%(c(iQEw=yn zv|r(lJ5DZ6=3CH=;@UOiwD|f(T;ut#kl}kJ3?KDfi3<&eY%Xib71umyTcQ=-;Yr37 zrMO^$UF=AnyIRrkP8ri1SWlU>MdJ`_bmW9{J`_lBNnA2_#eV)zG0gMlU?DwnPF(j6 z^fj~w$Z>FC>y8^~UW^Z+^NRed_IWkzQ1kVR)K3QLNk=C8<2pdWvfvO*$JTvOil=Fv zu-2ikv+~If0wWun(=o2okaqE0owCjRmM;}Y9&3cmh$lj?_NY2hHb*|{Ci9L{mi>8WCB4E68Hi2c#1{N}$4*7Vq!O+<;0qLhNiF60bQvCW3 z!B7)TdWU2IEPW|^?HTt9n)GZemUg8Rx5pgH68TXKoihQwx1$Yl;5#w1?UXl045=mU zu)2m5oBMU1Kb*rpi>_h6j%X;TA2Z@76ydysvqbn4ZYY|#wGATEuwTdNOy@sQ=-iuj zGcPtCXHyeQe)#49HI;gYDd{xC3N|1e%P->g(D6R|!Dl$-`q+x%l7$sg&J@*wAZYoN zMC$v%3Z(9lD;KynVOj9x-m|w~Bbnok?uT1vV7!cWjH)hzi@4IQHgp5qqc!ZRj!Pif z+Cz3DDibP`Q(`~8iNm>bVNuEBIKu&pjR<>E0UMP0EIQAz~r)W{75vu!Z*Q*}0XM+;WHiH_iY zV+8g3>Y=Y|ww`~yyZB77G7e`*J3aj-ft@O^Xv2)pzzAc&WAnmMAeSnVLtYTDE3vm{ zV(tu3W*>YoG4mlZeqJ4@Du~4<%DKZ`I=f*0$OEZ5TU}V1{u6n>h!Ms;H9hiePX zu(%g}1foT7PC4`Yp?pnjI`YHH{kI1W{C4DYT$Ml)tB!U-RX>vU{h(2^Tq8334EH?v zHi+}gy8=&qkb}V(^9YVxZLs`xwI;W^5U16993TIDiJhMZ1hbxO;_}>)Dc29INKR`E zE|PA7*25WY)OQLvD!k-WL$k#>6K6kWNyK9A4RX>KmIt_UpxD~NlnbZ7$wzsg`ipCh zSGWR-CXm{CE$(CHM_7I=-Rf1Qha*kt>kpNuk-U-S^{^!Xr~2cceRY2d!$V5L!{?=7 zFv(!{o#rW+%L}Ql<;jBSm5LBWo-V6aPQy~Tf&?U}SRo8&yIWLaCTJgfU9lopA9i5R<9ip4e9S>s`AbH1O5fhV-fQVNkv`yi-|h^7UZ|tt*MlaQ6JzUC=C*;k zs4KR|ue-r!T??U>^#)Xw%Krl?APmO?i3w@eDS4exdvJ zwhOYv+B0;TgK%iqW?*ZYJTx8QkD&Wo1(Ozgx^_fe$0gx>T8BOge&UkZvvmeAp!?2W z^nfE$WKXqQY-?O5gkF=@__|A8I4@QlqC7GHR3Zun zDG;$`_2-0*i72doVHRiU`G%u8pSlYCxyKi4xsAoR+m`-p;ojrXCB>8)wl%S+-^}UG)-Du6Hy4b3Y9q zuidhDD2Tx&HSN3K=|AJ3*S^Mz)30%Or9!N&*d8N33S2mpZB1ku>Eg$EZr{f96$9VQ>H6{g}Ur2Zztq;?;_q~cTTkXj8Ri7Dcksp+MY2Db3~?ut+Vuro3^tBo(Y?90ztCY;b1q;c1CiyNbEYGgH>zW2+kBS5_iq?dg#W$#&3@A9}whP)f%&bTvQCR2t>cnHpW0<%Ns=nX0 zL4WVd7cnbpP%4v7Xt}}wi+tX7%ad}@O8R6KQ@PdWH=UfjT|Z*a=T_ST<=3&OYi(+1 z?IM;5zrBA}p94z8$X_~dKZP;VWy{l#N1^>1r=qFnB^ZvhCuQ00#d@vtzUJ{p4Sw-josn;PhU+1``_0bBw5Qd7}~^a!-5Mr z$351aU_4r4&LPPL{a>7ZQmy|6>!|liuCo~64>kA}l z$q~(S12`YqPF(3_Ic%wY`6BmM~3EPFfz;fZdgV!}hShuhwsWQ~U zJlX5sZ3#u3<7n)dC^?S{JaQ-cjYrULXEO7x)($AD4OXXl$AbCSj(uY4-NdxC2W+{I z=8&Y3dbsBAby$ga=HMB~LXwr{`P)&<(5MlTK6!PnKUx8zxBN_*y)<+L?C1~ckB7O{xqxTd>A3Qybo#z?DfXAt zew6)YgezA&7>2Ww32FkbQm!C?6OMhkH=7I*J=MUuogz96#sn8dxmqICfN<9A7PX1aNFB7 z9a}7qbu#cDhxV9I!%GAW0`0!!K8vfPnC!sx%H)qT4qX51AKt=1pfQ&7cT0MV(>dMi zWoI)XUv=W02TC718;6uN1K?lq2e0ybV$`o_qaN6vo9};SUYZ-hmOF zfZeHDH(^M%l-v4#KT>KG2FCfH<6`dJ;hLsA4E|oQksNjdrq1lAYdUub$;adWJbl`N zWI>mdrWf%@(e((G3+IJV*c7ahD1%v16`MoH8endRN6SZ}RU8tvZ7Qwb+GD3r2x!g+ zLwYISf3Iocf%2+Gc*?F6`u^S?6c(ajU%-c=>j6nXj=USclT{s>Drl~=2@F9WntZ>U z(1weXXQwpZm}C40qib$K6exLFkSOyf9;eJs{@a!>2i>VmGvopZnB>{E>^vWeqg4;B z1-l+W<-M;aQzv&Lbz*T_%`Y=(<_mvsvh){I#vHpWNR}|^;lQwM=J8fPIQvL*Sirc( zRZ)p{Z|u0w>B9db1;6_ZolsXg1}*-3-bVV(!@Rnv-x-}%Y&Ur%yO4JUh8l)6Y~8o| zo_%jnRf#Z8e--7`)y+qLCAQo%R8{CWQT2W{^(1u4cupJ(8bNBidu*1y7@kq( z4%IKs#ZKHG#+h6eEd{O!AWgihB`B*xK|7^El%)h(WSUQ9_Wgn013nF@#fdn6Jap$3 zMjIfromF`f$pJlo?RK3&S6I9muc5dhM`WDnR8EPJfe}aH4CCwyB3{(p? z)40yP9iX$KxABsCAXXa-WL_5A5B6|hjMD%2CL6?SjbXZv2;2Hy|)vMGn8$ReCI{(zxg^?Ts!9|z1M_5zpo_D zXVDct*&h0qy1;iX4^mu<1+8 z_@)~Kq$P{(a{HBV;$NP-sl5S#=7U*o+6EnV++hhGTCamYzv^y=vJYb6L6Wm6NgcxH ztnLd2cR>&FILqSQJxKNA{pYsl2{fz8+|9Q+fpZTvWB$eFVjrvdS%%!dm{=vz6I`$j zR~&7RD9OsB!{1DLC9&NwY5nfmqeydTb1f}{`ja^PXw^uxF$ad;C;p0MuEvgvv`{V{ z1z3C?@M@dHRY>(e!@Hpni-o52!`JQ{2MU~t+s5k!O&dYln~!UdWaDja$1DnSGgH&q z%nmpsB$xl-iv&&x7;uEI{l(sW6{W2^ZK0aWIjTw}7?bEj3{?)tK#N0*yz}l<7@RLt zD>-d}jaiMD+KiylvxC_<+fFJzwzdub{vfy?IzUH zMf{i?PKBOpc~6)f{jsqvEuaDH{C|0ElPi(qkR}xF1m|E{Cfp0-E<|ZOydwVcGR)( z*Dfp=Hei+pCjeIHDEi%8#OKeXjh*KYUl%_4P$L1H`Q zE6jaoZS;2-hpDl0?$1NPxRCzpg3hTGDAap;>qq`O+;sS!*{S9S1nG-p|# zZJVaW(Nm6|ja}bicvX@&TSXSBRMSWSH5%yBRM~FH&H%$_k8wOSWX2)E4{8yz+R#vM z%Cxe}3dm#O%+a##NIDqWB$#*`s(7V&$chy>6N9yJ9Z#U?>7~e}=7TutwVMjBwddh}KslTg^W_B-RyKD1 zi*f#e<7opV*B4W`=u!2D7!Jf$kKn65mA4s|-W4 zCR0)C;y$GOs;(B1RDzzF%3SBu-?#dzXkGEnd6;~rDEZH-6P|tm8 z_{Y}^U2NgHy_Np~*?~8H&;I8yGZRMf-1!5_GTmiE$0}hwb}CELB-$Qi)tT*;@dM;;= zL$ePPTHgMLfZt~E?`B`mJ z=>ar*G2gn7J_>ck%tpTkx}eG8py$8w@7SpE#(RHlAM}0Ntz{IQh%@1bE@i4Yz??ou zQrAg;>{>tk$vc1(^0+zk)R~UKe8CO5H0`%Ynd*&k@cjrs?z7%k|Go;O$g4AMx13;r zt=nqP*c)u|3H|5!fP$3A?e=|4aWD|`g5BhHE>5P}ys464Rv}~J% za<_cb`Un{)sdef-bg&K@pvvMOgEG|kTUnQvdcnZvLzaSpeq3h6Ty{FPIRtgiXYIk~V2C$Zv^5q^=2P~N1e&!z&2~_u~x%Z_ZNa8rqNq!RnjXe$7 zE;k6!8*;C#Tyh#0{4@I=x0^zC3+oAAF&^k(V^q{XVu52l3FI$ITF~{;fId#&0b3uh zW$*OYg?_@qVWF!*INIA4*zDGay)@s{rb!b>ITsPl)0_->Zzn{%*Mo8OSX_~0rwtUZ z*V!HHcErKdFBKN^tT+@u6XHo1jTBiL;y3mPXcl?9nVT#Kl%2^#b#521(LY^R{(~e^ z7`;@Fr&z&UyhP6Fl}Vhp+@m$-UV=aP-iqm;zkrp3W$M>5?!l0FfLqiZDU80sT}e~# z1`}(kWQ!#d%un16zI5&_4A>rUu}R{`ktwr)aVcY%7>au7+RlK)KeD+3-$pTE-%(cw z?jsQ4$<2P;ZWm04{!`Ik&mqtTs*7*X4+4qw>9T6;PV8FM=uV+~2t+GixiEqp)O(rB z7HSW}+~k@9W0y3Zv?b%F_NcFg_qa&N*Wrv5jQb1L#lL_VybV+CR^x=@(b(yA@ zKVaZc-O&akP=XX8o}`EFDlh;Q5#an|O=g?WVto8`fwudraTjJYk%9ZKG{W}6AFLN)?)?*aqLIirB<-BkR^TeL+4ETUJ@g9bug(s#VOvFK;56eS zXg5E1E_tUEP~`nLhAo(|ewxGOvZ$d}KJVm{e4YSRTyJlTs#KseL@)s;C zp|SBsU&y8b)G4OiaMg)}5`Sm*^b=M{6&{>7ur-2z=}V*YAy;r#pYQ9>7naZ&>gZ>l zx2(^REh4%qJz4*8>c_858#s0#sjsH3uqNp_uDVY5Tq>2#v?P zwaQd}fP zZjz1mM-p&(lAgVb*WPEof=F~8|TGt zy+U$%0gOS7}&ilwvdOTE^TT`UNdrv$)2kabExVDyqkB8>#%$50oFjj(iEw#v<8Jt!Pk! zesL*X^@>XTb4ccc;#VeU;NcR(!kiW;C)6jYlmkgZA;&o48p!D`^jAshYIIFJw ziLS=Nf6t=-`)dyE`N?ki4TI2^aju0s>n)UfJzC|EOvI-0u3yLIf^lSl>gp$)2-DA% zm mLNbFQckvbvEYz|Ieko=F43fEZ>P8=u%l2j-~6~hGmms#$~$>Y@lx67qCzb z^TI-3d#>@|EQmgj9h|`NlUAuY@@3F8dU%5G=TBVJlGfg%xff=AFMw`w1s3-ZtlT~7 zuxYZ&RzGYBy7i(CUCcX(of7xn>$seUeu~Etw#`=P;!WiDdv*~97IL)6Hz?>-*JrAA#--)tmqF~{%xDFZ^j8X)^vs z5XYxq?0YIyh<;>yqoOWVEYP^iz0Xh^ehY1v`A@GBdcsm9*LN~OUzNsFr`cxMEITCn zp1=>S+TV0PY`X>ZML$eKC%mvDV$(*@vmQ#RF1-9A^EfSiY=r#hE|NygmsT&A!Q}7O zYsTg}*tcDbbI|T8{0;Cu*wjVER;@@b3!kfy7eAi-r-dKMYmos~P9I@P=&*s~pE;=M zeE#kz{|hL2@@rH+Fc~S#eXGxfft!N|mav;I{xK;q$-;r#Xu2i^yrH&zUWB|hbaDsy-2QaWWH zV7`GIJ0tqO!xjRQh&WB@hd-u zd1+_vvMnDfs=k&U`=uR5-7JMqEFOb^n3!i$F3ebKIHhp3UzkX*I?ulH9$-$qUY72z z2W*f`ly}njzzQF4_{W@iXnf+>&G|J9mK0A=uLcdmRLS=5(>&jxgLTO1#|0ap$g#4J zt)}qTq@lFq`ZnBf4BLG%NdqQhvre5Qi@{{PxT<`~Dp0?U-gqW^9aqG+(aRU}6ejb^4Acr%RsASfE5(;-udKnvu!D#;Ve|-(l zU`Dp0{K%v~_9>TNHPaC%GK6rgj!$fHzPa%1X%%;9{;T>Bj1^(Dx=_9TL?bR{UTO%> zAz=Tbri>#jp4hs2qQ_M<3j6f-Y8~_81*%V^!;v&0oZquIyvXi5l4~F5)(dajItTS% z!^K;BFHS-1&G-g=+t)EJ4Ru>q2z#W85Ee%^a1JP9fK`ajFv)?tqATfCNl>y~Fo z>8WnmLd`i^c590V*k|x<+3x0B7>u&5em$&&)X(>g=T&Qg`a?j3-qaGu&vIY-8|H`9 z!RMvVnss0_QB27=#bxXDl(fhDh|spG`n3L|A9m}@cyKvxVui0sK;H{rEbbD|Dsa@n zML$L$ICw(#$NhUx-FyJ~fd>+t48w8obIc*0e>OOCeOU5A^IMpyNocw8+YWo~8myU) zGQr9%4s!#c5o~6B{5)FoEEM|AX6ww~g^@FYGW*NdU@|B27N@FL6X^hXH3$ z8Z1!#7Np zD?1Kmm>)Ne)WmknJAeIZBB9;!rRDU44j53e-28Ht3mS~)Ma2!Rae1C?B0QZA$o^lr zS(n4GjZZD(Qs8@_7N#k;4gCNAG!NY}+SiO-`~{v0vi$^_r^lXpKO{gGc~;6v_8C(C z`p!2}-(Vc+{L2iHS4i1o@<;QB3C_2N8@slSL$%_UXLr?Ip!R)p9-YM~jAn%E^uIU? zOUK)-57pj=&c~Ad5$?iZ|0gieQobD0uf*t%+CGEvq-TcHi(@#==wtX!!yYFRf>~Bs zwUKgjqay@=!K96XTdva99L|{0Y*!D%6~-re8SPy#e2`yMld%S8K7Axlr{zO2Au*`? z$RD6|Y8Sm-C*vsRlZ5>1)j--_bnOpG9-HpCh|H);!R(7k$>D-eKyKL2!R}`Uq;#|S zwF4%&#+)d${PPxeWzhW&Wh%n;Z-FDygRWR9H0nS2oCa%{Ri1}L-^NxQ*EjECH?etk zH~Gg7Q*5%GILC9~|DT&PncPok!{J?@)2~`SMv_%<{)5vk(CE-_npJ8G3+r=6nkA2M z;N7{Ou+$8;sFB9T1|k@A6q27 zI?l;+R2C(cT$9z{F^n$A^>eVb1VP*uPdO+zgo;|1=ef1CLE7^9a?r z47-nY2#vxF{cT#!@7rMQu%@Ifw*brxD;e-JK8Ms_+={1vso=82JEJdEf3e%kF?x>) zBQ99QE=q-Z!=iaNm8Y%*XU7gG*3Jh4nZ*3GBUcNX1!;+*h5!FvrzMY^&0eg|vm3wt zFqA-J8)3F~a1mBT?#Heir{ZdRwvwsjeVkJe*43Tl+~Rbn5E+JYp#B#=7vrvtT{2S2 zH;$abeBM7TTE~N6IO^RUmtUuFB-^3vf`b*b34HwgB6TOU{3*L+o@tL+-Dv^8zNf=N zpLVfOTI_gLtIC5fve`jXoY8*))iuy1@A|G$!2?x_Vn>mN%&4`g59hNxwmz6~%cXp|J11=bQn;xk721PZRNmpyyVEXZe?X~?%IK)HenMjF8hFI*J~5G|Sj&$q?fvUd=`O)c-{bRPVI@HAAI);pE5_OC zq6;0;ayT2GPj7or2L?_YHj-M~zva8%1W(iYW6t@5%x+hLakS0$CaduQ$W=2lv&Yj| zvf}idBgq@$*drp6zI=hX^6MS@e_h4S+VTH!JF7!uU{zi8+waP+xSaWm@Nqu_hKuP;8s4~# z<8LH|Dbu1j#-^BeC2k&v&vG>={8LBL2-nEZ@xwTv&QZ3k%Hc`+Id$Fc%wCS5@t{4Q=fiZ3>TdCk%{vTc-c(hmC~!^z;UHnC9;ZxG0+q z^O_=7p*ERNZ~gX!z~Q~HX{KhLZBvT#n%sZ%_9{Y@>rOr2BOkECMNIb5U^I*#VKjX) z%!I+Njvm#YW1;=>&gmx;_hI3$m1<>lEQGIFnkmW_AjRG`EAxdQOfKHZeCJ?;Q~yoe zt#aGigWf78%NfH+5(_)9Eh!tP;_kbBekBNFp{Hp5>k6@xxWH=^QjJY>%%qTO-9T?svA(t{uTlg zQWsZ>>>^-+RrJKb`dyfRefr_XsYM(S4H$B>xr>eejs78U?f?qQ^vPxhCLo=wbK(aU zY#d|r%|G%IhB+aMW9K6rU`(N3JvxfxQ~8qhb~mu~MdscgJ3d3-^{hvUA7YVsQKqK$ z*a!@kET4YAcMsH;@+|lU%VNU|70&qm$8n&YeixB%7gV3#pgW+lAG;nV9m#b&iYpaO zM+Bpe!{E~nxzPGgm?|aRH(UD``=2&7-&L{$r~0cagtbEKPPJ}`h&O^6Mzs_L9e3>E zwhM|L$c4_04F6Qk0qERqVKf&Ig|1U~C7i<|VV;BkYJ|xloVFkmou)p)>@$bzlINXB zd?}r$v)=$Z{C*G{9#FVM$2>2+o4 zH;^@?9b74v(8Ls-(8IpPcRBwQEF-kBp7!~0iK`YgrJ7v5qf!nFC&wkbzWCz8n`dd; zvm1%@!B38yW^BM&`Q8Vv0bMx%Ac*;i@|M>Wy{S~o%)$Y|cYjOtZsKzBKAicE1I?vkLFO0fvH!p-GuJO$q>8D3JRczd6v#S3k-h@`@nsxKDK@aqtgEKc(h4)X zH_do^)p6n5w=B>0I2dWY$(t?Bh!fMiQeNT=Q20DcIO1v?_B>0CDcs6=`lZMc5nF#~ zI7stdMK~D7H=8CnHEp4H=bNHeq)=>bP}A|`yN0CRxaX&YXP{frK_XF46IL{D{h+E? z!rWS}@J?D5C~-V9agOMULx#NvuC^eIFFp8ESnv`@Z>0%-JzTc+cV7JQp7B3u=GB`y zuIzzhyo(h|*49Wh-9I;*KZRXZ6WDd} z%BMbB0c>r_?G(?7!m+boMdX(^k@WJ!FI5H(pj^s)(p~qR#ta} zd=zl;m4VOExC|h7JUi$2>Jm(FtIywQ6^5y#I^Hv`f;b|+P-Z^8jssa!JvSw3aLjo@ z%-B0`%bQliJk77h7@dOPmMX>#)Z>W zMEhQkRGhoBy{@~Ag47xQ{{$+mp|SdtHdp;VoISzw>SSXFEQ*>7P0TGp8*%=8oApkh z+=$OOu6hGzsFD@CxNUJJ+3Z=NmM`{p8q0Xu&S0yXflIAtDAx9h6S8|(f&756HBpom zriT|Eh4=tm6{6Rq=8e0U^b{FBVYI%LLNm-mdEbuTj^#NwFrG&C^oggsy8$WZC zNh8odoHYJ%Ya8@R7F;7;QH8aY1^yk=wa}TT5vIc`3_THiw*LHQa8`Nj(Y!@9^c6Ed zU`VxwR&orFTW<=~z<<|ecD};J#g~c(Br-Hp*LXemkKqi5fkpU42ln;bi?>@I!@lUJ z0)80{F!@6`c>Q@btR~YLA9GiSVJf?oK9vSrLz0^-)55Su$frm3nK4X|jENt(A7E8T zg;zn`32a;1-_)LAi8IGFxN6n4wz!1v&przt7_2K#bGRD_e?*s?T8Iq@zJsl>-?$5MU(MKdV4dff)vXCruD zJxj#?yWhh#as^;Pq^nKE#$k(Z_g^#-ya|(!lJ3`Q^5T&A8Q!}u_QC3R5pN=o8B9Kw zVyxr7fRwJge7mIs&}Gr$`{x#G7-ChoI{oG|G`IQb4=i}YWW(sOz}<^D7W+AOk0k+` zSLMCEUVH`b*M7qfE|g&R?c28)D%}aR7CJpAGKz4_=Fol#A3aEK|MYvCy&e`_zBp&!H&HiHThl$e_b<>ifS!BD_P{~NYD<x7uk35|xQd&4r>Cu$W05l3u26Gp%l~eFq!tNVfKN@0`O8jm zSXzr5I=_b#D|IeQC_ z>nHX9P1s?-GibD2aUe1o|(9$d(cYBaxd z5f@%@Uf3fkfJ3kP=Eqa#w|e)e)XyIsST$bpi?WrcziM|J%&KEB-6=Nkl-?*L-=aCc z=890v!d+>wDgiB8{^looyI{)U^aQ;^IFYuYDA`O0aisP1-AT4}Os19edB*h==J?9l z(nACB-;dKT=+iFac$uXcKTRe?e*Q^ff3pilXExrO_x*&$B-{3s%5ErREVUD=WrxM* zzZB}<*I?hV!SGXhg%IL4o9dfokKGY}PqRL7z!uHpZ<<~2z=Ci!!-K!hxH?oZQh8tv z+Jx$CN!QI_$SKwM`TZw2oVrJzx4{DoXm_|U|H_1>(Km9RIahJir_Q2s?g5S)xVw8< zrNKDzZ&(CuR}q%r%dg;t6O2t_>E6vS?yD(Q+HpSnH$(``%C5a zwYNZ((&LG3?SQ`>nbeps(y&ydV4eTj0xD_huHU-y0NU^8+~oco3{5NJ;e{Vw!nDkE z{{Hl>_dk5cKOS5-2>@Vn&dL<^m#6!>t_rb={|if|M+lt-DN0k`z|a9 zJgPp^n1CCD$Bv2}aYvGc0QF3g1eDSMQ>0ZOQl^*RsrMIc@dDT8Z=XWQctrRqwRb0! zUL6zlnG%3elU=lydP3M9xXMb`{T}N4Pj+89DS@On2HOr5d*kSToYe6rxv=T8LiBeJ zMDp9q<%1cHNNWBiOeOZhT&b@^?!f_U;m8Vj&o7H5)AXWt%de0uL6-MiD8M2^-g|pJ z&tTEj-P@uLMq-z)WJVir(Uwng%UnwigPC`e!QtmJahBIu;5xGcuG(<*+$(#4Ga?!E zcZJGv%KEaD<9RDs9}Fg#w5Q>!kv+W+NX!_|q9v(rDZe%Zs!{f0Z{ zRWS&q`n14oeQ%!uaTS+-M`r1_G-74Ph3#b(|8S=4c#)ZEH?-4C91^^*7zVZyXYawF4R&=MR|>=*}G9 zUpN*A-R;vwiKYfPRn6!4LjDrAiVr-$ufUA6c~fV7E97u7*(j)h`4*5=Ue~j5tYhDW z4Nk{h#4RthWN?=(#$n}cZ|DBa;G_~%aGZS)%NH)53}N&qY$JQZ6Gjyr${IU6tjh?4 zofl;W9p$mUY+zmPdn8t`-%UUI>KFFW-u83%3PCC>M_1m%?+_8YC!|4{8T#yUc~;z{ zurWvf??d4UXsip+dU~)8hpCEk<|T}UG2O-5eh$|A^1^O5)MERHHcLK_15y)L_ws%8gZGA^%bHw&uwj`iw3%8C?Q-Tq zPiLx$^hyz*nfJfMd4(eLf3_*OTBOxF{=x&=vnxNG?l=wIVQX@3w1;t_Th;!7(lpws z_?s-+vaOU6E9JFg&4AMASW!K@!A1IyZieDt)X{yl~;BoP0K#v}yGxl0w8t+=7{ z(Vm_b!QIf`22K@-Q5;?q##h06J^?hx32aL$`A6-+!9h zuxmQSq0ed^Ti>)Ep6Qvw_S=lXua+7iVBs?FNq=W-o08-EI^zI6y;6aPt)^k*2C!Cs z-O6F7N9$pWf3U_LZq@1g80UV^D~P`zhxs5U+s4TR<$X_2 zY|H4uHQB2txhzzH;_yKvEc_`HXW2f|cWA&B1^dO%yVw9xK(4>Bw%% zy@|mPoxa;j0jgMA5|wgiK?vIly8`Lo)DURsUVunh2#m|PIfab!!Se6=oGgE3Y^QHn zxFjG)WH_=*$f-F5NEGujsKlxpoI5r{>#+)K4l2{#Cvrem)Ysva3oBSG zpl9o&d=9(vCd+6a$3u3h>D7^Q?;wTZOy*c@f+cJ1zX4rmpetVa#u}jnNf}u^3a4F> zWHOm$>SYacVT7uG@o_l!mD5p^>o(T%Zur!XWde!rjd9Bk4XAte<5=+1G$NfS^`gyN zZRqb5lsFLo7MsoH-|h|(hLxLcO*hrw!16Jv>rBwu^grr{xsxwZP- zEujXu!jyVsQN068{#=dcU;Bw84@dcpKC$8ENL-T8t*yr!zEzg9WJ5B0t)pTd9d?R# zsiuB^3L{Q&NwYGUP<`s<>&&~OP*?Kvf<5y-{84{j@)vC#wA1R&c?R!?p%m^0mE}m- z9G5I%WH*7P3nOmh^>?67l?-&P{g`srHEuvq7Z>aV)jLcDq59vVw07*xt$l3Yb@lrf zp!D9h`+nC9sjh;?_YOog6#v#Uk z4QgrIn?t+`q0?@_mZ{L2R%5qV1R{{0Ms|7?3Bz4td(o;-Sa zSiT2GTg<9??(Ty5%LQlJ3rBHNi`z4+Zxi#4I&}sqlSm>_O0PsY;K1CXj8TXrl;-e$ z{8BxRlX|&V4(L7H;*f&;1g0H0|KFV&4fB66CpX>s)UXUjK4i4-ly8HLA9v;c`>X?0 z#f8A&FE3%1X(pZ+M1hS+p)zaBbnI8_BzJy0h?R!NbNqRXfpq4m(VNj^=!$dBQY!3( zW&IqkX!=zgtQBPY(eMYUQn4D&CN;2tp?a;i4In4%xoy>YEp*K^6zl%rgo(?}yTr{& z*l!=05pee(bT-Ti634ILmh~6?G^+&Qq~eQKeY^_x&qGZHvAYreGi&+U#KS0O5;$+6TVMP*I~Riw1ji>CbabF z9(+IU1(Xjz{@I>;fSsoLUqghIVdBwg{?iM)@F(MYQDC@EpiMh=ft2)4g z)9-@L-3q_Oi} z`3&q||8$-;?kAMS0(JLomo5I%%JvK01B=nE2YD+tVLg+wH}CvUTyJ%=TC#qLGn{PW z8T2tQoz!gpqf7;RUa(9S+^B;2xrD6xi=#jZ;_1aBomiGlovz|s!OauhD|~kVMx5_T zg{ZY+Etj7&#|0xCY!lxmPDcZ+&(>-6;ts>$k85VCze{nfhIu6;U<4`bvgV&RGH{h8 zP3m%eJr3^+QQCBMK~iyp_z5FJ43%3SNze|%xn&H@8TEu$4IjCU3w427&nFJLRG3$1 zxxs6B0Eu%-v|>H>*ytl+5^lQ+Jzf_wepWL>!zbeEha(!;bx>Vrum1Nf&d`^8cxF4y zgw_;lA8vyV!C&*9|Gcp(+gT{x`70!BNN>hm{Y+%0jVV}l4aA9iw_-(8rf}q3z1hGm zKUlfEFTmF4I@TrFZpN|(U_YaX+3tJUFez^O=l<+x=%@xh(}maY^PT9u19zGU^o4G; zl4Vy2G=G!+uFS~5aLWB{l|GKx`TFg!th^tTiBr>L4U@57(m5Id+ z@{$X~Y}j(o!EJeKKh(5v-MJdJ2m0JSstvxD0yT@%?iPm}juWR}iv%ZuT8U-##fNvG zeO6Mm2uh#Iw8Iyrh{EK6_;uizG3O7Wa;R|d>kw-FrwRc z1_x#Tqe^mhLEibwht4$tSmK_ps1y>9YaD8GzapN%LaUSl8}&2Bhl_{Q1vvnT`Rnm= z#|0#b?%vm_jW~FfJR8SS0*Oq+Mq`tEVf~dvh5+y7$Duc8)nN1b585pd!KIk_Q*w-)?5!HWjBZP9D4$k0MSDac3y{`n;AAc8tQOU zLiCKtM`bADYrb>(?hPD{_jdnga2!Ves0|2)up@Y~m-1~%=#lCih63hRTq(vqrc zpx#s0?Q2pf%q$f8zJse6RrR>e$gmh^!w26aD{T;IOxH?`6u11rV&56U3`AxB0Fbf5+*@SR;-pV{Daq>-6h>0Cqdwc_XFUg7Zg9rlflhVC$}zBlLmRI9h2a z^z_wEoUHu(=Yf+YF3F!Cu&7MH(Hw_E-T@srkn_pN`@k!#$amJ<>C29Tof6tEQ$*Ns zzIJ?f#R?8(JXF{j^96d^txrfvC1HE(_{;QVa}1xPQ*TI9Br>!*UD_xh;RoaM%V|g1 zU?N96eN*@jj+>NdJ!YOKZtr^B@#WTQEIh`kZ_BEOt-Oj8a{`ATpK9^vYY73G&Zi4` z4YNSSzM>>Wa3azgpR$%2_=*eLG{2PZDZ-(Uy**VPRj@j$t(hIUm4DOd9{=(CXg}Gx zd#ULi%$*D?R;wjIz3iLb@ekKvQTX~`Pu&WZvP~8pk>mtY=!aEe^K+QhIL1(jC-r$@S>$rE5oFU`A5uEfX1*zLM+gXEKn&b-eM7&ubVea+x(NkAb0Wc0Ad| z%h*yncc9<53F=ucN$I@b3FDC#D#v~EVCtsX`-D%XKzcG{Y{-)blO+Nwyq}HWyN9yb z?Lawfds$!MD^LWTpKAlQ$b$0Rk`!a2zD)crGaa0w~3kCn_wf3cN1cjS9OIgC5m z?-?v+1nLQ`*NsNWxD=S_Zo_jMdoH}5r};gBzXlpxC$~#N|Bauf2{+VmCWLO}*}ppk znv*>OC+i!bCy=H*wqF8f6OHNGQ!21U>*K-SW`IozV#4OvQ=xyQLY6n?0L)K&x2C5Q z!szvi+P?Z6?5WV_^=!3+n*PI5oFg&NS4*d-IsOoH;;(-F)zt|zXNYzIf|;<;!g}`O z05?`Xmpv%vRtxh){Rw@YN}RG)k1l@di9>e|}oBwarm zU0}=%lqJE)rYD=Q`j(UtK}?z9W#fiVy1){t5oQ9&#b?zcNY5o z@ZZ?s#t!|4zbSVdG;#TnqzLbQU5rru^Wymzgo)q%7IOk4I5QqTqCRmES8qyL-s>;J zT7&VAHjDC@sS(cdldOTgE@NJ=9!_9aEzg&zD@j=G)9TaidJ$R<<<=>PPT(wCd{lwe z9&8rLzfAhz0DapyZr!Ljh$SL+2Br)rq0T0xxpl`o9H@R_Nzn;KDpB~#(@U~M+WT!8 zH<%t`__nz}jPy6KF6Q9_Z~1S~e|Xo_O5zjjADVm|X0XMn*`!CTJ87Z6cH`_#5k4p_ zczu2@{s~edo(K7~nPaPD6fyj4KQ1uk8NKHl#Qu{3S$<2-Q14Gxvnip4`CS~Pw{}Kj zaYK#kqf>8SktefU$IQV56I|R&yC>oKAs7oUJa*LcAJiFNyjVQ@3|d@b z;&PD!H{akh?DKyfrT;e(W+qjTVtYjo&IDkAx@ahRrb11#vy zn-IeaU^f26{eZ`E&``(5VE5XAz_j?Yyf6geA5d9z?bEQ)MS!Yk`v>YvI(*7|#9|@cTrhJx&^qH@J}#AU~9U&Tq$cq`vwv=i8lvUvfge`Y5@= z%=X2i9kD@BdrPGIaGX616|YqUA9uys!u*>S{X$4_8?a0JU5)Km6q0mhDcDsoSNlAC zYknne-~D?$A0{2L?m)~lSX|okj@#oMG%!S8GNXLMpTk`plC*vp!QRRzxLXwmrQiO_ z8OngEQ%clb!b@1p)bl<5`6`SmxL@b0cO%m5HlHd9FhKHECLf!ppMkpGD&6kSfMX_a zzqJ3n4AX>(0|-5IYK1_BqjRZP*?T1I zv42Rb=Z+-CSKM<0CD?GcoBFPf24<2w@;t_t2{im4C-Qm4v7WX|a^HVdn5tU#(R$}; ztcyNRIi~U($c?^SZ>^MI%6IDb%FZsr&W)tA*G`R}GJe7eE3d|fTBkjR*xiS{i&~{{ zl&rq=c())9$A8`#w%kLkNvdkmU{q$X;N=IT-9{0|>m*rtqyOl!Tr%a%e4jsxS zNC0{Fbgb_L2V`h3lg*V9poX{S3d^fL$Pf2qK7M5m#?;GlB+gyHuhi?9)bI&Nso_%U zUV}KN@b1R2)+1c45{xr{Fb?Is3-41d#sWp3?~V7A36Ou9UA#26g2OrF=PT;Zh_uT- z?Hrf3`d|2<-y#nSuGgQsf7Cz>mXhbbA9$t*eQAdi-qM$2xqXl)M>gQ>J@#TcFDiCy zHjfJJbAWWwf91AKqDYZ?>2vvfG*B{>?;5}Pj-&ObH0wH0!f-4Dtx3`d!gP;v?VN+6|si*YRY{ZU0ehvQU`Z zIB{yrGY)J%3<<%cvnvvzL zoBsl(en}vj*)C%?ySO?P5$?5cJ~R}qZ`Q?RYKGYVlUqEICl(v`@$Wws@*U?yf61v)3xWFd%`(&GAPg#Q z9%nsZfs`Tv`@Su18BN<47N%B2WPZJHR`_@62V^;zg4P3gIgShWR*`~ za0-nuqiuxQz^>;fP6z;z`N>Tm!9TdFOgB3$+J(z!_q*SCBLJQA{OO|GHZigP@}-dM zEpK7tC8q7&*m|DPUrz5;oXyUeNdgsUI%M2p)5Hzb?fi_!K@YGo|A~C^&Jv*hc9_-< z-cF>Y&v7lH&|?2uc?5gtA($bY(M$`g!J!>h`3-kspp&P`R3btX=Be#3uW)R`H3R3~ zDLnz`C_BX^R<(~vlUcSPZ)1oXWui=(AKu~M!j1=Xa*a4nDd`sBe~S&QFTR^{=3?K~ z0gH5%5SRevRAS*(=(@&`TBltJ<5qO19?2Tu6^!2)q3_0w}4+w1g9 zpQw(bno=uAy3}Fg!b#^qVkdN{(YLLg_J`hF^I2M-pV;$x+hN!5cX3Ui>{RO|5hPuU zX8hgMj(=jRtWu7-;Fx~G&8d}695VM6^O$}FGtUE@ujuWDGHs4mhV{?zyKuQW_joFS z`Kr_YFDwN(&-BtbPsJn~B7^|5C+TwPFUr2s6Z^G)+H0N6LY3{Y4Q| zIQ(zkux7h0%>3TrH*De#jpiv`*MhlV?riBn&b)M-B+&B9pc+oS5(@t3qK(ZvG95T~ zIl{X0h~2lkc8nkSTk5(^4*RdY^S+_4j#H;ZYGnDJ0QK68zxs-xY5{2X$cW)B7Qu`_#hjaY78*hs!yIBYd%+zxxr7=avU%7|x%o8N;Q6KEfw= zd*bw^U83&{J{P;=eeBfKS14o$KJ^39nL+ym@}`R0Q00op>0>=afW))OV9eeVI;ji+Z+NCRhOMN>6Q zq+l`PO0HL15YC(stGLgdiHn@>m2UfVh_s_QqH>qr@ZVX&P(RyWSQgRw5N6X&pb4~( zICqhjz$iFf%Jpax=A)#KP6>EG%D+xEMSANt7r4@sM*Frn9;n!1aKZG5|{YU;}%SH$3bkWwhF`rFfB zNj(f#DNMB{p2rEzF^(qLHE0?ZQu^{}6jwDS(sDlu;EK!8OCH(}NHSbI&;H~NjNjg= zwr$b@>ywThvOF7t?Haw)eqN_5e|mtL6$^#J*$} zmByumFvLzW{rW8!XAb=9{dDImF4}XQy?!bI7Yz>3*0s*#lmtUo+IkbLp340aocb2) zzJ9h$W%K~zlE7r%R&Q2)yfN2aC=Uw(r-NnUo3YNJDaN{p7rWI+3Cyj^P_Oa++Q*&M z#BEaocdD!JKnEw^`xgr)&}SUnqG|jcs{JR|rvi2o=@Piy9ByC6GFMn~sTn0OiuK+z zs!N8RwxD!bPiL4tt=r(LEsV>>X|MKbe+5-GwbN~>T3De<_yf#~I4|sT>C+u=Ov$^{ zM(Egq;{nGUPdlB%z9SwHC(0#o~Z zJQ168&>Dv(Q~w!;6vL2j%~FZ(VHh!}QS?Z%!f~5CyEgva(EVRe4C%r1t=tg2HjR!# zYmvx1=>S z0Qzp;fAT0h6sFUz3@^P;fFHgE+~4aoux%vQ>W4`Z3>DRXlV~)6l;8Q>H!cm~So_A= zF;iRg-C}pe)dSGLcK@f{P7xTm&;iR9SHSgsf?(?}5tzQg>~&(c5;Nj1KHV$ghr2XDEZrlah@GK$zh=r=O<&ok0~P_4!0er3Oy&J_a97p?>Mk8i+0 z`N-URPbrx7`j7K8)dUvEBTl2=44}q1X=S%S7?Mc)MGtQOjHByKRT~DMa75|qJI=cj zxVcWp$sD=|JG5^vj(8u!`rjIDbwYW#8TQp$vt16GjNeSu<8kIhc|+Rr?Tchf~X8q|~u_obxltReEy>=9WyvejgRb>3CfZ z))*zs?rd+_R&oMK14(B-n=3&7UG?lvXEtbyF7=f?Ywv1=*`B>p<5 zjqC7bInF5)D(}q@CUoLp^Zply|A?2-#qqSvm5yA@A6;y_;&>2OviL_AV;(^9mC=hk z3eh63$_Jo=(G>Y;IFyucvpmRo1o|$@%_z1%MhekBU_+(^me-efp8J+SvUgr> z@*`aWjbu)iTDBm8CbDwxwZv-da!Sm9|0xy7`bjPSJxhnbtUH->Y?q;{yY~HBktR&` z?#y5MXNj}#t0(tIF~Wq)d;fvmrZ6p_Uf7x$h7I8oZw4BE!9u7wkyAu4Jb!4b zFH(7wPK4EL`F4kmHur8^mtO0AQW^*|v>dM(6VE}np;$nQ&^;VWlI8NNnTC#WWf8kJ}o*k6im;HdKfCgY1*TYM<-`%xD&7IaI7c}m4$B-fYIf$t-+Fm&-` zXiy)_A3M<1t6~UFvL>TKgbPsb$bNBN=MoGro*|uhcM2$Wb*^Vx6|k3vZLb^CFb-$k zDmfT302H-#AHAzdkUl&R`%>^8EE`+Ds}ZE)kY|xm_67*<2R<#ieay#g3PAp+Z zT~obxL@zASXsSrOQO9{x^S~U}?KnedH~f_O85+9NBQ-t*0r~LNpW`W_NGTlVtTZYG zVyMcU`@@Z}@aEv%xzmd4OF3)JxYji zn;i6Ys2Dd%ibAh(ug5K;LTD_%&j=N?u%`J+;`GFR92IHV6LDAvCM;~`cQQVK@ti1E zlWH-jV>qo&(zL*#5`vBY+eIM#J9Yf9Vg{_J-{m?!5r8p!xPII(I0I9b>5ph?YGFpX zjh$l9Or(+NW93ZLz%j{$IG5}=82TYB`fSP(+ub#HkDpw_RsI1|R^}26$6UXrJiZ%8 z_lr$Edv+IQ41DHG=38*I$Hc(y))zI=$EwvKtXel)aO#cIO^!8@N*Ihtj-6wcMG!~|@ z(S*A`9LHZTEKF|i`TzYbPA-!EKwou;OVDT_k`C{g56@ZHn*Snl$SHFepY?OQF|iY; zddNzh{~g7dzzb7GcW7~nyy`0-7losz8;kiut`ccRhiONd3USV8RQ_6v0+G(kW{91J z0)?Ra{N-3XY)U*BlCrysZ67a44TsCXoc#iefI|YTNLHTN_3j1?;)yG1JTD;1DJQo0 zObZMbk2XE$QHHVimvRih`#}2(ts6;6r=Wb>(s&b{FBFOzjvVD<-0H;T?lIci(I4#cnz5&SlicI45Ug1zi;~AFmOIUrl(bwZtGOiuYdG$;$0b5Itj_lcf z9jGTgqpnBI!z$gMHv5~L*kWRAde!|LjI^GM=GWZ|t(hM*X%Fs&fv)VwxAa0_;X-iz z*ryLbUj3weD0>1&WK{w>@BPN^v%`+Y|G&Sp&b`0i={=zL_oGk8=`3*J-ng{7*-Km` z^Zp#OGsZ-Wa5}#AILgm+{|*)uK(n8r&C%75IH#)aQzx#3BfJ~zjEROs8tV_{s$Z3H zK3=~~kLxE?CaM*WT_6ML`HhTIMae*wl3)!vxk=^pHS^Yzv($b6j1 zE2Fqdr1cUSk@}C3K+jg2(if)+Ne<+J<3b@=(vg#5I@U>~oz47JYA=rS>eH&9<}z{R z_vqr`Pr*dm#7n%=1Lt7jriD`z`wF5#NYJ%80cZpTc8SoFFeUk=v!e9@4D~+rJ-#H0 za}HLE^2h6dJbbn9bj6lucphUSb#ntHM%z%!|1XkrMBCfD&46rD85COjjz~NFYyK9+ z7B{}#cz<@o6FQjN|5%+pgDY!Q^0MkYIM!8$F6wPqoXw$5iF1W<=9`8#p>{ZZG;5M{ ze+Ml5vt)>2`~^b;25cKL+i}W##gOE{3}Xv?jkSswvB4l-Dkn+^=4Fk*rB4tkYH<&f z8V|sD^h_@6yg1BwUAWS65{Y!z@AOT!jX&G!VGThMl>y2{JG9Ojz4+5TleBhsnh#|q|4=&{#qugk&`F6{pM z@1STVw%nxf9!xKX0j7FIj!q)9Yzz2lk~)Gb!M=N?n%96*b|mF=fWnr4zwRF^5Wtx) zIU7AeP0)2`|GjU|{v$FnXR;mfDaE<|FESoiXkg$}6lLL!J(NEGw&T{*1}OZM-3>(( z*xL~B+~ceObZ+Cjzwfpdbd`PZ*R_j*3hVE?vbMQF<35@d-F!|W?fJmhHse(2;oPYB z`St;HOT3L#*d~X$m2cv1sW8CE50C46AFpBW5s^X;e{sd^-}#REljRB?N_EC9$SusGGaAs!;D0RfSq(VPRZlK z$L+}{h)%GaZqV)gRSf#?d=(UBynzdjyj9ha+K^%Y`eJIO69gI-wAHqs#39M+Gak-y z&`*$g-G6v5j=Pj~?fGIupz-C}X0=}i8`+1G4rdKQ8qJGdR@?1Rc6g?R>(T=pyOZ%n zux1k%bi(e;SjpmC0-L>5;sxl^ia!~6l?nZHcOzt_;INqB!^R5(P~RZCcI{>$QWe{O zx){Dg>fkdNO|(Ob>D{0=RgaL|b1}|a$rp@VSS~M)(<52$e%TVwBDP)Vzx}0)0Tv_2 zX^zN?LZ4)2*cpa%xcb;HY7T$M_v^>hhX{MtpC!+S@K)ae|E$JrA z$7bk7>j2FS|(S5Im2!up1#otga+d&j)`v}!*DP>|~fD6)J^^H09L6hb#hgbbyVElf59t-1bY`hXIUF+RW zWLmY3@S%PHG#$x&&+?H-N6xzCfASBGb~m`FUzW%5M>`XSgZ{zH5&lpe$t|Aq|8F#E zDiFs0-q@vM?}#n>quB|*vrrZ{G5_N5NoaN2ZZRRZ7pch`$Bw8=!=w|-@s6k;SZg0U zD*jytNIci=lJ>oaK0|YdwvK%`_#p0NVFnGh84J-S&%eUa0G;hFf0A$jkA8!DpKz5^ zVdqBTDHzo@kmb5}1S`IW$>`XvcB#+&eq^Qx0cOHQgy8{(=4@rv~T?jZMaWi-6&AxRKObjaXd!Ows~;UtPsKNGW_12r=-&RvOGimb1fyCq zH&eUDu`lfV$JYT4u(&c7*{I(LbAKMs1sQAyN=_7od($842iwIzDDor4FXXv$Ee{sW zhQEJO69Z+hMYK+oTjKw}KXdz*XDq}7cJyYEaaBUT4rV-H(D|cdUY-@?s2%4I)YHN? zK@TGaRcFj9lUM3a+6m)JnXH1ODrl;kTnkiT#o->d*n6OdtJ88_hgo|u+=)Ya=aLjq zYO=HyGgfe{%6|A*)D+B=NOU~pYeUlH3Vfxw?K+<@Xqp4@dal zdPsq#WV!x<%1Ridr}15T*aGDXt6yH|F92otIXRv6TU%Udr@b;d0Cg$Rlvbu)NV?cs z(>(MJ`gI%JFWARGf9OT$&wJx=a#=>ta_1tnx4*qQYW^43D^Dth(=g#OOaBGlnv)pL zep}F7$PCHhs)}`H>A1W|FG};s0XvR*DHU89M&AQ}&L7#kiG`Iur~UTZ!aDc5JJ(ft z7&PK=iuRYp#gQpS+xORSX2#uiX@v=U^L?#ZYYeg1L@0KX$OBDJg}bzcZE>PaeAV7J z42Y*fce-nO@7dxe=QG=i zRCi#b9s9oXT7O~c+CDEv;TkO6UcGG}-ydk)b)S{XpamK%AB^;NzJqX8ABID$PquP! z;R@Xb8G9`0nC{ryVP9#KsI^&Nip0`srLDZNqJ z*xGBqY^1CMApO;8p9@JjNM)+?>2z&|q5QlYSr$$FVd;GBj%fQ9*Yn37F=O32FX2u< z>s?5Vr{)N_-h&n{UcaOt088M*J)x#+DA^Vx90MwnjvX!@p(0~(g* zx4NAJR&(y_{kRo~)A!ob*tHK}Ka;(4jeZLB-OL#}D)9$1=IZvk9!-F1xzGVtRZ%1# z^>#KQp2Awa&r-wF1ZetPd4N7RoIrEp`|H@LNT`-EemQmd8)U7XyDD0c2QzsOJ-xZw zVDaS@joDx+?CLP=a$Ru838~xvnNz;O%%1$#O(8=_;dk;dyZs2d>UK!BJ$!~mA0JeH z)v|!`gIuQv=Ug$+Q~lhuiyCwYOvLLYjbK5jz5XkdvgM-rF3#c>>Xk5m*zp2Z9j4Ss`J8wI2#zB z*=Tz#xW)Ow%7tQIYO%~TrRDR^cI;_N4VFW8@Gx*ihC3udza%_LX(u8lmm1e)aw&sZN~*8i7u6oU!j}1%>8`) zI#M}1NKRTep?qv4_p`h`49wn&Sx)N5lsf(TMA}lQfIF#=MAjy~4~7GuHw&MBj1XDF6OZ{p@xaxVAJ=I-v{Wn=|h@J2jyDGR+&&Q8G3% zTq8S0tz&Ae>F{eXh5k|ZV$;`^#sbk7AQ(yKge)wl7xY<_G029lycYi))!w%0MlluGnab9#VU#fBf z<_;bp$s}vR(5yK9$hTsc4}V6-Pp^*y_1apdL=Nan+2mT$)`r(Zr0Zwx2&VZrCH!{KCv4+R~B z-xOf+J4gGw-m6&dv+Y8AUkVN!o_La!oecvYr;M&!+=qq(Bdb|kT(Rh?>LPX{88^gf z66CHP!oiOpOOHst!pX7gf+ZJE3|d7Vi!cFGGGUne<0^N+~h z!N$kXkaPE5lm8LyXUj2;wt4`QgTcC!sh_ZA&TO=?^)R&gRddGuHYL*kM_-pzdftk14*k0GY^t2YB;5_UrmU8M~gYk zT%K|pceW$YMJA{$1z(1xbG!7FlGI_sdC#kJl3p<5Ao6RRSqW<;mPGYN7>G1VkMa&J ztwJ^5rId2Er?^(${AX%C47xNLcknrC;LyobJH4;`1RB{NJID^RIG9a6Ew~ z^rD0fOC7GQ)R?vZ$w6|~OIt4O-7wp(b$HxV2S_VA}@-|w#A)Td0X(6iYDI#}E^1BU)dcyTOG;KW(_TCx-w2VPhC z!j7{rckca*(R>MppWt34F@spM8 zm7RSZd+)u+vFADV_IUn2=XJ(?-Ph;ye*g6?+&-vOcnao?JWdz4^1%GS6Us@KsD>X_gbmj{ zA*n+BOuVar?I|27jIq?bS%|;$H-lZy7U`J7Rn;Z{JVf`9!-P|M@@4;(Jo z&DfPIhy`(9eLI&9!Kx<!#*E@0RpE^|B_;vZ)a5MDHC&(QQ4#NeC&IsS0gD~j7nXIkB4^y`kvM+?U zK#A?*n}~08IA%mMfBo=(ur$YI^%a9m2iU@w#k4PQDoc!&OZ?|Vi%Cm<#eL=%sbVXSyNoA+W6)K4BC z(pqiCncYJ}vrgzDjRhD~ z2B=`q^qIrs!q0%@e(0yX%WG_yP)}#@e+qTm-Buf)@-cAAgC~}+mO!bIt63;<7RK-Q zd1+;iVzHD(emZLzrd=jk=k;v^spcE)8lf7dc-BTAL>$GISq(eA--lrPSQB%PO$FBM z{qeCaKpx6{D9fW2cEOTRABP)F8jfdpHf(+{g9J0_QJ$S>Vw! z$HjAJFP)(M0%Rx6u>1N1?63|Om*6$Wx!M1==t#V*9ag^)M8Y^}B>h77F~o<=o>a#&(Z_TGJyZVf$0yQU3EoQ0nkh z_Lx*RlniUwnzu;9;MJ*;&hn$UlyZC$LfntKheM-E8B{ITqf z7e7=m>`ZT7{vrpA4_bJWczSU%zluVMtsK7d-(ScWr-qi7PXy@-ej$nRVexoF19sfp zd`v86hPLHY_d_S=aZoX~?BSXSjCQ4N?6Y-*`3e4IQK?ZV4=XsyR*{UgvNX$vSys4A z~~h91h}m1$22x zd~BIr6EFkS|0y;8Jl&6@(c!IV3!vj%w>4bGG|}+cP$ADZT~aT&t;ek(3rJpH&v4 z*`CJ+$9E|Ea398eS65d2M?%8>ck>J-6j;4qh+LWGjulPBv&q^!ebB1i5M-o;O@EDi zo!5?GZElB3+iPzu&hUTnPbg*Qf4M}-`5l7t@b_Y!%U6Mrc#Zjp~pq(ZZpLFQ3De zEO0S6nZx#sA2fDZP&~`bhpBT$$IL9cWhop7wFZeVWvNZ~5+7#D!D^W6p^b`lTt0AM z(ki_iJF+b)9Ucc`gXUP-Bi3x$UE%+A^SBq{aD&6KG`R)LVK==JkP?iGnLMTI>XSf7 zS9RX~^A{`yn0jB9k;icYTNvA3E^LkVW4?4F6Guh&zjn3X596-=#^gYL-UfVB2RTol(1SO2h#(?;}$ zPA{u*lq)q@{Y(Q+_U0)CR4HRlXu4s7{Bcc>f^&T04eeXwH9 z-0gcT30qh!M4Ci`acCt!kd*cm=Pw=`^$s_~t~)F5W?37s`tANIcehJ09+NZc@#sIu z4|R3?n(dGC93NFeH6mbnvQ#ACxDk@m)V_#tj=_3#eZ1F=&$!CV5@J1|1k6(S&;10EvZ#$Cx=0VIQUR5}PFTY3$#P5U2?E)zjynL#)}FydOskd_H7Z3gCFv-czRc2)`5@E{HEeA$jsre zZtr@TyH<~_RTLzQt{6huQO0bak>u2d88P}#3b(lVlV`m=y(u%gtPVO&@os03p z*+b7yT#)vFHqCn5`d^;dH|Tlr@HxP`51!DsX9e&)8ykJ5J1p-ir&?4m$Cj!@35inz zIGJj2dXZ8HCnw$%&9f3<*q7n=v{5MxT+mK1$$1RhOE#O57us+vY`plOYzek!eZOM< zvJ*&!F|{PpS6s5Yq}k||ihWmw_-o@1;MnJs$YrTj=r6uyQ#YuNg9j94r|Di}yZL^K z1*&lz6)^p2Fl31dzAB3+PFW#Y06{>$zg4~E8&5qfw&t?t2yDQLa!X_U-zIEVe&JOY z5e#cKN`m{{LS-r3GdT2mHekH?F1LF*6;4FGRKF;a4u7o8-~RGefh8sN5sOYK=-|G| z&Yrl4vvdV_rA`*46g zthANlHun1oubuq)3Nxr=6jzP!LZPXB?%f6{7?_niEfn2?8-a%sHt>+Ne-78@G z;RFsb25r|LnS=^K_TWpy{jh%QZb$P2a~x4UJ@spy3wu-?7^3c&VGGx}C+$Qgn7+Sp z`i9wQSxWxgcIq2_uyizFij~e62F1T!)V{WcBX(~XFB<=rrK0~mS82qEq>s%nOpJFy z%>D{D)xLRLp5t1GtN#XndERrkdaS|R;nSBp3(g_&Yo+(y18gt@GT#?-NkE>yq5Ji7 z5P`CWx@$=`7$zSw@AKH?gznKSXSb;w9R8;JynyN-H2Sst+I>b0d&O5@1a+D~;~w^V zyShto@zc|9SN}_g`R`+Ayrmr=RCN7QC;u;Oz4R{V%LiJVUU8qyT9?I*5fxR%mrSxW z3ai^(B!I@B0Vel+0QwEKQnZY_z~<+nGj7*hph(ewJZp#-7r!OEZL$-@@V};)=aW`p zQvOEl?Yt)JvKIc2IZ+V{)<0TZxK4>Z**fe4JjZ3J4`}P2eI5!UCm&uvoAC~^`iB!E zn-ONtK4Fsz)qqTspX(Z4PUwM3PFKF$<3f`?&t0Wv+@Sd@SZlF}o#iLE=YG%Q<+I-D zaBdVw7wnQ)cm2WNug+iBRpf)kGxy9j^lres7vIy7dR2%aSvq1&B@(EH#%LdC!0g8f zA0s7gjOTngo^4eNZH1%+%0r^?1e;N=rorI+^*n*EJYx2ZRjZ_Wbg zTmPTCyPgv0>1E@#j45#{^w~+uxnaz-eY@+r1qC#L$*tWY>^P_TM%thLHgp^yKK7ft z24TMhpSK-ol%)>2vYBBKyOYmNVjRgVSW*gxhwId^-tposD~(kAx;#NRvS$_NTm-D? zCi1aKtG8;w>^dg-yZ_w3<1ur0V^vT8i@=4@FF%N!Ctxlq+Go=5EldY^J=s#r!Mgks-giJ?jBw$kxRn%*S+G3fxBSbIRM7&+@Wg2 zp3aQP8P>&yT;E-Ng!6wsKSMz=XdTO$Ir=UY7Kv_CSBQqNGHtC9#O{ZS^u7mK&=?1N zcN;lJdfCvZjt z$Rm@Ue9pSK<;}8qqLd2z)t&uK89u_s>#fa^=>#ONo#Xagtbuthg{^4!A2{wl{MGm{ zCuT6noOrs@0Xg?#OM|9f!@@u&!LC~iXZyeOGMxDi3$X!4l9UF}zj?zr^;$Xn8{^8% z_@{(Pve#k{zwE*x8p(nP>K#v#vNUhoN?<(mLfhpSg4X5Z#m_OqCRE^9C|Abw_UA28+?ZJWeH$!Py z#_`fK*!n)E%D=Z^z4aOUFT9&@4b8&h?>*MBqfR&*8)tb`RtC4V!e0;5%)^+e+NCnJ z3>f@y!^pu|5^?L;ZJH7V7*-~_^W~)BjQ>iQzO@zfg*LzEq!hvBi)UYcT6BR%eWHji zpC(SYdyPMzpoflo!HhJ8DL7Fw;&{BX4aO$DGt3Nfp^dn-wno8?^O6p0mh>O6EcDw^ zQO{Paz1Nt)_q7-+-K3j6kI=#rPmPehf&wJ#YRM9Yj8wbsWh)zwfusP~eeOu2B0!3om{*$wZ zU~Av`2EA5g7(V+l_#zT;CE})~@}DgNP3jwYp#6XMY>+p={)YRbDNXj)80(6KFG1 zYWa!98cj?wA5?Kc+PbtgP7sD&Y#Th)im=&Y_hskg-S|6xqtxm@aTug+xBfQu75Y}b zsJ|L>hnB{=gqq6>xV04gMtt}g#M~(U-Bk4pCu*KmdzsJU;>Ctt>WT8W;nO2|>0b@h z_kWiBIGKnOUwi*c&OV3BPrLX}Qg*`{Ipl8w`4O(9dpv!dUV`POoAO^3&I9SHzNmlO zQy6gEQ^&@r0Ar^w=GK2$!_Hndqhcl%*jQN#{Nj{~xsTlT{EbnCwmrsuBQ$oHBXNM6 zYHJ=Q#GNn=f>qI2Jp2 zsVvR2z>;9gt1OZ8kR@jHjz>!!h7@yT953z10l)V$l2oNIbh;##FKr+8e)3Kdsyqbs za-Z~@+h<|$>mI)~#xx`f1lTP#{>0v^4Ev|=e8mQ?QxpX!+wk9w{^7%|&d~pAgV470 z2CLar;?15kVvVDNM0?49SlrwE;I%N~Ca1(D^CQ1t@=?k@S|tM<+gMdId&7mJC0k|> zTXhldUhmg&vjbu{dnhgc7OtfwJ!q44!^ZY$rV5Hx#Go%d+G^Ig^t$Z3!&znmWqj9m zQGXfw_5>yHivbSZxS!_r{vFKx5X*==(}r+ z;a|~Z=&H79{Wx?L77v;pzZm=y8$O#4oxMfG*5v&tMd5@^Qyem#tYoa^SUO(r}&|#)AhduG8jY(PAf`Q|ApF z>|aT_V5$pg{G)nS28W>g!PP7(_c<6WwM!UH*Tc5)KQA43jX`-{yTBTS2LVeiTDyzX!hEIODr#s5bb z`nBw8R^B{=AvblwPfA+g+yA{feK-LJ3+$N3SSWB%=5z1&J@;TJVNjPjAp`2J?cKQ3 zt%Ji643bg#%nGfv&a zjUy{C@jBe^&uvy1pB;5-yYU6BhcEqBEB}P#=-eB0ylJ@Fd`WOC$`xAKYX4nPJq451 zUhw^s2joZ2Zd*225UA+%E;5m>VZkvXljA84SSIr|IOzSs7Q?>B?h|P^^3C9O^!O@} zDl(Oue+EMu!{Ad!0WbJLijY)VcZCYmpVYhOPXqawZKgI)14fvz+O5Pr%ejZpX|*F)oR|PJR`y>L^p zYnX|B541MwWerpEL8IowvIySKu+htrD?&SgBZ-O@D-3d2>G3tB!|V!FuV$`kWW-_T zQO5CyvHxJ8w=Vw`hZB%GFH%$Z{=p0lxtAg7hhfUuX!}mIKUNIZ9LebY0b4mtYn2SU za7B*t`yC-i7-|&tJf)t8Bx&IvuX|}=xP8-{@z$)C!kNAKlgM=P+a-8*{Yb5Ri^EJr^_YlBK2aP8n4R$E}r5GF^F^I7j|3Z2TSz zf%060#RGPEB#O>wM+*nT(CA3bvztp$|Mz{~%+GS1onMW%$fuTNq@K8YFFY1Hyz;$* zI$dR{GGF&v#$J-8*ku*( z7}E#HBd}8M=WE?{4@r8F)P?UqLAxK+wm(ybQCVIlh)O3g2K=VZ>zu?U&2bkNs*AXq zFQQ5nvVbF-WM=1mkyyWWuvAqSlHMHF+!POmz#F~}H!7dPk`)zq%%d;ZSzlQgmKzPLb_axavGyTZZhzj; zW3>K>XhzK2g@pfqDJWUk61MzcK9X;wMt3wTk(>UGdk_@%7{kLIm#&@P}RTCz2L=KK$dIY7N(TTOl87^gVIhgIn&-RcwnQhi@D0U2-yaX;d+{=~hFQ4$ zTqZp894(YQ?K9|F`;ODv^;g|IjuL2H^Q0XbI&i)1^v9#AX0ZIc(D+>lAM}nXrJYRK z+5bK<{=c60vH8q@{%1bj!8s%UiOg+YobUTPQhMl$5*{@@9DJfl9il!3>U5BZQpQmBpWqEGv1Qnd*_$A~#Mu!z2q=Ii; zv_P`nUfIcqG&udPWO_d1DKso?J3R66#LC5<&wsBFb~yF5kLA!$?1>WhnrK#lq2@Gh zNs1;|Nl5SsbICY<$Kb#ruN^AzW+M!#@A%=JBll$GwQx)9YRhmg zA1(;KNMgGB0qSQ9(iFeCA(2qCt0iv_kn-tieY@fy(ReZ0OtTgnbk8$9SC7D^RLiE_ zMdGlYc;x7Ug*z+=GH-ic8p0~xX1sC15LYb^Unfa#Bk|2p^MCvJaF9#lR4rdI=Cx=< zmH)`YA*0mJ`2q%*dCI)+A?+$o>xiB??BI#Zi(loBv)FmrQq4522=QoUu1Ug-@Z`lK8 zFdFCT!QC2$sdq#hlD?T^>j}p&lw5-i#pK7&|AavM1>Rd%>JQ-PA=Z1cI_J+eL;rF^V14;)KP=`%1fRYd3`Ck3h1)-^fMg?)b@Iju9MW8(YjzI8 zLI)A`$v=}gsB}5}6om(F+*qmOW7`c&>El$Lv^KaLDa+;hRtIJi$8=4O31KqjxY?yE zE>Q0n{$YR30ul%3jE>zT;aGdBh?zkhG@tc;^i`||XIgy@+le2+IR{hqo5SCb{Mfws zNzonx?PW#`R`1{5tx6s zC)e~!fh=YBhhKSHEjTi5Y5LSC76)%^87Il>V~Xi?yuv3-Tz;%#e5UXw&ar;z70zCP zo`z(`!*LIxKWy)@J)*ieV#ht<`==h-_k6D2E@ptqr0q99egg&_c9;_TO@kdtQKt{C z{=}wX-E&F%i(%0qG8m!@vFSeZ8RKG6$UWj_+-X;c6{l~!OH=xY%OjH6^?ti?V$zz5 z)rS(-EH9b3@c+fe?3l2Xk{Fmv-1TKEzYYe#>rZ}vKl9lN8fH7ZOis$TNIVa-dw9e^fgTrx z-oK18VuQ}D^ZVEf5C|2bGC#~Aj%s1i8D?DsqN!$CB@q~a9Puc!0Cqz zdSYtrmR%UJnxwJj#E-+gfp?}<+i}|XsOIha%(9fW50ZUWw_wPQuPff31-e{Z-HC+yhRI=Uq9ZeLF%Dwd?$6*NUWcQR@Mo(&6o#)Y_N(#RVNLIcpg%#* zI3`_btb2I@njf+p>BuEQGu2SPnesc>>hsR3E4{Yk#pEpO9%-z(kn&?V$pt1x?!9ef ztwArh@*dAU?$}>zZ4^p#AKJy<`~P=A20QboTdrzbBl%x;T=WB4=zo-di1X-fSU$9? zhbGYyhZ0pMmj4rhp)~8!_d3U6`uWXgb`pQFGs#zFF^&dFzkW-k6-dDhbxOGK*O$=F zC;xp@>l)Vc>Ldr8x)h!C%$5rmJ;WT(v*}WsHJG#R z34&fPvVF9-3ikAl=`z;r+>Z^4(vdgZII#XZjE(0E42%#eg67H~?{-f=aaj#o^@xe7 z8-_UlF+O1;GZ|WxYafWXMq%?>n#w~vN$4j=MRW}^1G)NE#~~gf_WACbem*AwLxG{P zW9CF0eD1|QI+$FF1Lo}8Ul^{#T(50lz26*m@T`RW_uPR% zF{7Rl+)#-PhCyX}*ju3Qbl%e53ynCfR?}ednjg|))xsAWieQT9th_rd56KU8V&065 z!${@$;c}Z$?4Q@WN>wC`lez~L#GKM`^C+X%9~TQ)JOF9U@EMv;zkO(*y^b!8Q0dug`r9F9}CyYQDXWUs` zla39Xcyh*!h~ukWAC~&wK(FB1wBT)fTz8(oo!KOf-5i4b!9&3?pI2yd>z^o)Z*(dI zTrk2#M`mk~p~Lw2h+DjC7a_h_{dT4S2ejv@ER+Z75h(sO7-%~h!%*!PdM&0ixcZms z{!2z5#V`Gc$x44uBazxU4v=(DSQ_Li)GD=Akc1F79`VTm#%uUHpno@ly72j0T6 zW6kX{B`VMsEq9u`T@2^ro*lpC{2w;)b9_-=9)MxHxd*!wPa&C6!}*w)01UA6b(vk< zgRKdUR7&?5p}%4Ha#QHe_lg#J(BB$H%dR)`Nwi704o~buzsEt@@t?C?0pU2#WcEv8 z*#}uMeYYB%GoZ!D`&+A(JT!Dl%IR~MKtC_%t*jR*u*!MT<_~2gRNc|a zy|ONfji$X_5wgxuJlFp+!?FrHkC7&672U8;+xP3&n_~oq2A%hkj+xMQS=!Iws3BHm zJz)^>`G>>LjsD6!w19BVc1?Z_5$I;DVjVnhi=#=sp|U29*jYndOxYia!}N|lW1Mq1 zWplci5hPZiDw^|2W9Pp zg_isOytl$&pvbZOSpE%cv^ueHsURDoN~asom)63V99<;EJyt7!y zf0`Ft-x6hpL*!w6^UoC{i&OGhs6dby=QSrWxu(J=A z7a@uRHdrI-Sk8Y(Vz}mu>wEo>q$l!>R#h3=Pa1?9e7FHU7lnCdzEbV<I`(A&WgG4vH-RcLn5erd}QfSVWQr=3{$u77SoAdhI~_@nis4c5bf4|oHNoC zCxfl{sT)2*c3jHS+S)77K9(9Q^Dzy{I*X@NTPd(&SM*CEgJJ^B(erm$t$ndQ+xz;~ zwd2qfwkxNd`#w~w*0Ep6CSpS{Jb8HjBTS#HN$(+M;iAUst^5noFn)1bxQ~Cw_XY1f zP5!qBT8cgpk6OM1a;uy**W>@NYE0y~Si&@pCGwpA-f|6w#fXINq$@D4HMTt*?g~|@ zZimzN+=BUFkNY$73NT#GY}t^-kJ(FtQ}luBFrD|Ph@#yG2ZUZ!?-F!^waS6*?c@X4 zclLmp{^cp0%DR33XHyFfnyg$ptFDUPCt3cB#eF z(!->J?N$0SnNad+%aNyeFD`3~@1>lh$FY+X#UC%+!71fV$9oLP(9R!~U2sqUW?EnV z<%mwl6{F+Ir)GU&{%i4bzVUn5Y!Uux(wQ9w4{|h|`^2)7t0gm6#|h9DVXP={Zx(%v z+Z0vPuR?Xsqwu9{UY!0Maf<$39@bYo+C8Y9g}GCrKBxb?h7-oQ_O)}*fb_R4l6Q4{ zhwD!VX@~82{kxv7lZ?k;h3HFhK$98&JG)oZd9Y)Li|e=*=eeNxS<#WYlb5hGH$=UQ zS{(ZOr9TDz%fZ4gBU0N^Yxv*4{D&8QJ%GvHH~x-$GO(kBHHyMu24+Q{*!S)xBJtIk z6}wkXIDDTsyyHndOr$8QeDf#6BCRT+!%YU3&$vf&9Pb43)oN;o$L`R`ySm?TUkDZk zc3o9|htNkShAw^|3DhHx;%jM=VItuwt99@XT-azS&8;oPh5pxZvGMIV$hX8-%sT`1 z()IBDH8uPa|8#4zqykAQfo@DY`P(HiQ>Z#Oh%;e!_YM2SFmAOV!r`g_j;LmCcstO+ zuV`ui&hp3DG#^3U24&P!vvzkErh%SB#h6zUG1!vEeWTbSO_q|gM)U5#0j&LgyYu(R zdq{rpV(N)~AS_Wmjhc_Whl>g>HO+U2G1usf(n>@*l7{zY+VBeFpcQq&xAXqk`ofTF zSa}i}s>d0RzWW8?$w${Nix%VN)9g)-R23jQr+F|?q~hjyg%#EHF`Vvylm0R4H{!S}B^*DAS6UA3f~9Jk(K?C!n5HqN*(}%qE2reg=`waW%kpkz z0$n(aE`8HXxk!+uCS~kN2xyVrB~TUjjK=};UnW%=)CFT6;ZiD%gf#>R^*bA{=fcdh z{@e2O)T)5Kw(3;^i~Zc44n8h@WSjO4BYwfR3U-g1mjdOb4zNU+m&q zNF`9F7{z7Y3&zdVtERn+w_t6xL)q&I4feb4`$n5U4Xt8M6VF+qkht5Y|AWE?_WO)$ zsv0uDT7%N3L!y^)#3}YKRcI!5sGqW3PrioL+p|4S)P!Mi)+UvhaSIyDo;(YE8ID_q z-g+hX=pdUdkWx)i2`6)o|MV`T#^%+4a6>W)a%1{L9k$8PltQ22*C_@~wL}K%_A(rK z!J}kG^oJ1_$K~4hrbra(K6Pnf06v`Y;Pn3U8P;j&c(q*KU|tl}$Kczu1 zspiSNSqQ&_Z23~Sb!BOcsQY~s=y2XfZH&TL9cL6Be|0Y|z`qy2$F$@Q9^h^TO4KH=i1n&_SK~N-Dn)BXrjXzwc|? z2Q%tatjv@buwMCUO26G5NN;a)52`;6^GbYdFU*^vq&?u)+`hN6ROc^BO35(8;+2Ko zp8c1hsapSz@M1I$d5>tG|Fwvtewt`2{M+1pc)xOu^C~ z&o3X&$V2?fw;+{AW;i-^(`V^uF1F#Ylf+#IsCcP&vi8dz9Qu+OXU9+umBQ8qWkV!b z@cg?P@hcBk%6d%Cb&2B8;BM|Zh8k=+Ho$yoWf7Y9|IwY;$?wjSCni5!I}g*n4C+qj zN`drfi)36kfc*zsCTeC9q4_`MGvGA@9R!=R>$=Bryz+6+{p=!a8aflyJns$D6sxt` z51nCw@68hi$uS_62$3c3IpM^+O4CRyQ{3=MGd%UM1o{u_rw&)##7=A1Yg_v&c6?9v z%>LzVXp}g^p-){44QI9z=`VHQiv7swTd^fvzh{@ua->fc;^1ZBwXU@R*n#$5EP7_EyHe{z+U0*Ot_|!RUcwPg8mDem$Lk;vH6bRwV=^w&|Z}qyF~XH>x*&@(vMz*MK1+~ zkEwiEZP2ONP|XixQ5@&GtG%#eWn)Zk>Ktr*YS_i}tprw*#k^Ek1aUplG|k>v0XFwi z=f{-zL8Z0PDc=+_63_Rj)IKhS-0S+natF4cyY@T}WY*(+OCZHbc>^3dDWQ4zjuv>I zE;?D#$&KNCOGh8=+^fmyJ^@V{E*$L2;t?B)p-us}xFgJeP z)mfG@FQV$DpF9@P-g#ARRRt|HtQVPFHnBsk>gdZx z_R(ilf_~R&%lLQiaO$l8X0%rv&g<|C8@@Hd%|r>iVIKu-xPIk@lI)I8>#iJ+k*3F4 z*8NjgDaD~#=V?L2qcb@6>HMnrvjj*{ZkF0Nq5~}>JXOHst-suW1{-<1>c*E0Qc{VSz!&!$Uk6N#8F;C@TGh=|2;! z-FK#tB-(Y&CtM5$2afqji*ew{l-kkGdMRA7Bhb{e3IplIU!AZJF{nB6Q}N_fB@mh4 zKd~pIK@rE;W1)!+T+a}T=e0c~OQE_?W=rxUbYx3={JY2mWb3To&wg!V?=Ag`iqtV! zG+cLcxl4_`CtZ#*e#*wB@>eouOIa}gnfU0e;SkQTFk9tszk|_UhxCq9RM_S?FeMbc z4I}QCFIMsoV^g=i&w=R`Aj#62JUroy{f!)l)i}9vQnHSjbV3~~zP-x%_AVPM?llfX zuI5AGv5>8#&}dws4Cg(|x)1&RWTiN*h7gi%EP&@Gl45v8| zii0mf07Qm1xqRd?YPm{+qn}sruJH#*DD+fck5@0 zihg3TR}LyCbIvG-+9=S5Krd$B!KA2w=A693sJIfvNBRUclh>BZ6PBYE=65Y zi?{DJU6MPqb=5$C=31qiD7`w?*=zIGFru3DgSN5yI zcG3}nZ~ORgT$5+Ee&Qsw`s?o(k+A^Z_{x{Imsv2|+SrKIT_4u0KF%8}oriYGr@7l> zg)kR$Kwvpg9#;coj)V}N$x;bLXVU(-hofWGVUtZYIGcAQrQXL0#%RuUo(>9yns0hr zds~UHWN_`bi_|k1xGI-YV)F>*sC_SA{Sb~>EA(>oQv0DsrBACUrWYG&_R{|vorY=0}`;C`<3&H>U=n!35VR$$Wq@3nMq<+dd3g zA$ieLwZf+x33*R=CH15T6v1sL<$3aOu5~3^)#xe`?T70G7{j4_V}bE8)I(hpC#(O( zL%6!tUT5cd8YV^)6*p3Raab~n-^*Da`ZpJkpD4}T;kS<`4|k_R-^)WB2L?2D_Vz&1 zlRxd)+Uj|~IZz3E>PJ~*){S86mSvJ=_Zi$2py6-%u)1@uKjI4lUSRI#?cX2DLU2S~ zxbU2NGA>>TxlhTh_cz~l`vrD!U4Qs*KQ)jj9vDYBAB9crZ^`pK zf!KT@=zwuKJ(8_XSTZ@;WAD=r+UFv7vFGI}R^6s-S)t#lN3k{;s2So9E)@QGZ%$k?T4|7 z^!IC#FL7f_CuC1uI4;KAxG@xQ9lp8O)_zZ&MB=*5ocCiET$T7yUoy`FtwMQpX;D%* z-{Eogc9#h3wy<|T_I8I8OWQc#>>=^l5wU&xXJwBeq3c_eL(kL z3@qtb&`-&wVP)u9i%a{Ga8YqfTMMRg4KPeSH=EtocRx`oFcUn14!7H{h#Ow zlLlySUYTp-uZHqN_vv`GJD`v=e<-7T1Ia8)tead*FwST#N0G%POT#57FSIa#ODvWr zpPVhl0ikCZ*FWdr#NYAJyU+N5oWr&|L+~n8{@g<@B~as7S?sXy(G!@SBr)tImW>N% zI4hS@7$K*Gv+je76}B_CbV&Xbg|_Tv75j&mVJ3g~trZqBc+7gg;P8703zz#3&jp=< z)r0!qG+)WV@a1!2;+YCate$I(GLVs_91nXGOdKK5$e&~W$moRgy23+do_BF>#NTuKnis3xn4nq1p~qt^q3-XVdCb~ zO5aCNUf)?vp1J`oFU1(kIsI{?^!eC6$_SjX9xD4fnFF&wVT{>b5JyVa_Le{FhoOcE zqwMqySo!>9O#Ia-l4b+L)ap$z?!$!OE`qe#?TZzy^d?fyEclSWx+%`>&v8pE3hpp%u~g_gcGY3VCYqjetRn(o@Nur zQ9b^6LqS@MzGCraMfoEvQbk7S!~|iSfcEAydTCg0u)|{iZD_sW&}=!D3)$v@Z7su>bIb@n@fJ-<^zwCZ5A)79%_Pb>o5bt}QC4XA?cUAltgbi39`h zXUi}&Nxwy$bj9ATG`3eyKf_`*hf5LrD+1++%8w+T{Wuu?F)dW>6s(^(>0%l87W&_m z^i~#p!kLXPN;K!*!1g_YSI$QjtoHnK=mc{G)M>w zr5;mx)R6}kii>W3ObWoIw!+dC5jm)1k9_}toP(7s(j)R-BarrKDb`kA4pwrDzLEl& zuTsOb}Z+Hvme5(h8OHC(C99utlogSit_MkC$-U`^5UGu`D^7_(eS zV_doqXPwV2D7EbHOp=TF_Sq?@?W#-T!D(1|%->viS{KPBS)G4unW5CKus2V&3_6ZF zUsx;Ml%;g>z1x1`Fjh_9i4J9Z0vjj39)5M29jfndojI)V2Zm2{wjbUIfYFS${@%Dk z7_*dVpk20v39-2mz2u#|oN?5D(O!(3&6nHwl`cWgRp*9Q4_^W$drV0{f*j5}<;a~~ z{y?CVk~r`Cr3DxI_m9NCpoNC0LM>ev6Bs{fk>JE5hke{{CN(`rVMR(f_@O`;)Eo+J z(+$|d{vWgl3wM0GEr9y<9g4FAS{0S|9S)MvQy2NR`{{M)ptst8m|__hiTxYXw0~j# z+lL@6CM#%A=NBGSw7`wq0(2DeTS)rprD8MX4J(~`Gj6}KppCE7Pv83qrpTqxt-GaS z+U@SqYh_F@SGI>s;OroDyhvqE`ZfSfcjh-48{B5m)ZSOzbe$rzGgAXf9@I@LnIi<7Lk0@d7)RyWEwVObsn$I-4Yl_pZ z)zWobH^ARqps~`N7t;sNHM)Brg5|pDVZO9>NLs5ID1Y@3swW@Q#GekqF6#B`mt2K+ z_AZ{U@--#)bR~922k+X+xwAD_ujs;pPBrO~>@Vo@5TE>+^huWTO`n%lfF+Q>WrFVh z0Gz70H`Jo3jdRMs1e)E&VC>86%DL-WNap4DOiMSyiT1?<=l9w}!o90e7IRLRDV#_h zZ+iqATzOez9cEzGEmp~9IBus;Jf!9xSIg29^WRcemO$fe!EMJ5P6EyJ3`zJwEKW}G zcuV*hLas)!-@&T)(6$zE%4k6p$!qc{!TMs*M%Vno>}UWkiYDI(yYv{wk{?K1xSfFm zb8))%p}R53HbDF+^%y2f-za@nNrB0GrtD@vzrhJ5-#L-PHP9URo$h((JscGHbIT)r z44T;ubUEu2@jK&TmVOmp12P(2}o!zWy_*B5NC^Yk9krOImTrad;c z_U{C)%I_+ZB#`aaurVQRbQ+E|l88=eDftM$4(_z4a1o51r{m+U93}1GXD0A5x38nDf}Gv#KexF+>OX> zS*o5Sf#PTdn6N&meMaj57H?AYJ#^QDd8u@EvW6s#sLCYQX0{TjUU*^4*-Kb=dKR^L zjDh&~SJP6S6|4xHW>MBDfRziANp><#3omvD*5E-LVGNHkFjd6``OEBD4F`c3!Q9BIxeYn-$@(H0 zUIdDB!I#W?5@BA1--Xw*7iXg9{rR3V5hzBcBwpWt2&4C2|LAu8gk)8-h_S~6Y&ial zEq3o7?5irf#TFrgE56-+o=j8F;4;{Ia7qwhaFky2qvvh-m&P!D zFQ*$8t(;zZyfMQf>tC)ne|clSb9)72{x0nHq_1`gWQV!F)4%EKi?HA$wLZ<8BA5>o zno(ii@rxoYf?xs@4z1qg-gqwvL&-Y6Z{|*8imL47d`mU-JNlVznM&an@d@+6oxZG2 z)><_)yo1fWiNDHsTVfxD{bL8KBAjBItz1&yk7V!Q%rmdepxdhVer-G}3`7r=y)5R0 zr7zv$*?N{ZJ9>T8V1^q9KL6)gt7!=2c6-9*UrI2o8ucmv5DC^iUpOp34}sX|7N#>y ze_-4pA}YxM2~_XiR^N7(#SFDOTKwV^uwbhB$)R8lmwpNjR0}F>mpD?{!riPlz%f3?{<-@fTLf_xA7f&;An!o*W@C*pHGfZ`lD! zl5I1_QyS{MlO5+RvY~rl@uXOX3Xa!*y1T*m4Hu5ZJ17~RfO0>@-9GJNu=Gmy^OD^M zT)ghcK`xAexMmx>>$-Wk6;-xHEASQvbKNtB!X9D!Tj?LwYD?H$as00+bp{NkZ!NaD z|HgtQ$GfvKa)`~viVQ6;adQ6545v*4cD)3>9`XQ|epyc$`+Nac$m6bM{v5cn&aEsT zaR}z!vXqs6FkrXk?&+Twy^wS=uEW(z7UxKLnvCVnI8R|opL|9E$U+DACB`4anNsr* z`qR}gv(Dw7lTLt@rfKPyr>|h5n)0Lq?WGGIV>=PJ!>#Wwfu z_nKJAE1j9h>6MKUN=UC`} zMLe{}MQ>vUua-6J8q8R0JN*krdNRz&B0r$uPv%Mq<$2t^eKtOCHwmf)Y<2cFtijJ8 z`c8*rZDBK_?{hri7A}kTJF7>Z#kHz$-_CvnAhM-dM$T|yGGkmq`M$am6xI z-cP9FZ)WzpD+#^Y9c_0KE3nV<{MX-mRA8n;{{CHsCQN4w{E@pU3w=4xCpqh0V3kmP zx!wXB_WjB`L{one=ar)s$NHslN$gU1`p^eiDh39Yhp!*tFvnKpCHh1hETiZCYDf(; z|4Qjs0t2x?x1dXWRR`-7)kjr*w4sf8Durim14i86I8vT^O`tNM(som(hxy*MSvc|! zSD4ms+Ie=v*zkY$8|NC4L^fIc`OzAiI~C&?ZMtxUJD~WA#zP>F67=UBnXo!gGYZ+u zVZk}a<-FQBjJ*qIeSa$!qYnH%c67iFM~=T|I`fAfI<~$PwMb^;ocX`+@2($&Hp;5G zkckICtni#`pdErik36?ebF?^oYq2Hm+hv$fW>$@Aql1}aL&}O3w_sWPzfl)^tX^7Y61n35Q%`npN6g;FfNxyxpDjwEGJ0V^w(I~sK*GN)lEN80 z=%*8Qa_>Uz`8EPBHyeEAIwJ|hngrpFk9?SRPm+7jtOhQPoK3#ZmxPq}|mHtBjbnZ&s9ru zr{A2+dCnLHH*|~+7iq)tMLH*zDQ6haJm~+|*ccP*H8(W1y@3>UsK}&~8{?-1?#(UA z;-A%ExwYLVq2BJ*j~ACsq1-{tIko>c_{THzjQ@R(BmU2twPw<>b@M3UM7ICocz#8C z#gHP*J$Alga76&toWgdUh^&W&5M~hzw|Z!&VZPqCaSsP#4;nqE?Z=t(QT|~L*MLav zVlz{&g#DbO3$`9BP((@lEc9t2mdE#pniSo@xm!2u(*(AW=q;&syXgXwZV?@hb=u*~ zjJ?<2Y!%$n=MYjZnL%&4sRzu(Dp)7DOkc|?x^qr-wN6RFFus);QuHViCc5VvHm()o z1~oSqt*;zr_BgM6F<^qFxnRA#a95nT;L~k##Bs;_sKzC%8DXZ4mO{IpfCIBtB@WCM zFw9CLsUy+8!=-9W2395SoguKh21T2c{!W~RpF{> zFZ8}#%qJHY1!Kpbio~Au#J04TE4`&Raf#+s8?M=d&n0JEbPpt!~=y#KiX(0Od9jZGM{uz6H9kvd2X=1SHl_hrhMyPC6 z)sBnXf|)dB$z~S~=px^_Yh@4(eTyMND~ShS>X+@$)acb6{@La8;U*^q1;ri;3U*f< z&)Xm38IppeQJ2^FtOrTo*9Bi${D*TZd-(XaU9q3~zbw}FKJ2efKfK7ig-zOf3-zuo zL9cjLliI-$tgB-5dHt*#7EYXwv7>kltrm9TjFB`j8G1`%_rhQ7jkFE6`(BUpG*so| zH;S=AScE#JKmgOeJX$*%F^TA|ld-uVgIVUp1ExX}IFX^U+F95Sn^{)7E2kr{Z#Xxw z+e;D`)Q*>Ryk5cS_1C)3@DB{I&I$!oT*lSjtDA2U1+e*g)Qp-}FLw4ASQ;Jn!m<-e zK_3g=!FaUU#`|}CIChll)xy)yP+FjNb!#dIDr48|tmzG4JoRR)(XRpE-N4RkM{nlsy$sXwofQhPS70*sa7dl`c^Ey|cgUSa z3>qH36y;v z+x`s5*l!~g{%#d340^;U4z0n!g6S1EUx4ml8z8>O#s;2O52N0VV>3qrRa)^X65XO; z_?157l`&Ty_;(J+b8Z_XtvF#tA~zRNvJ_fUj_PCv1wc!Lk>sljE;y1xIh41@7y5Gr zqzXA~ur-XQsZE0&$3|#P&k8<(@lTF>C6tA5YSqGe%H0KL2sPFev-hyxTDU+)eh@lu z9FIvTPsR?Vd+}Q$LqNX69P;z45yaLGYV7AVgN1!3ANhN(!_R;{S=Y0*fLwj7h3lv| zwoWzQ{V4kwwx+jUK6Pxv+{X5R1!*am2-)mNKQ;xk2FrbZR_}onef>stu`I^>(|&cA z%!E?A;r2skQgHgjtupU(g}CArJNZG`2uP{+Idn}_JTm?#j`r|~NT(-Ym37K& z9Q`v~W{&XrcySMqe6?)Huf#xEfAD2%_UHILzqPqegCEHYk5=V655xQi$>0*+r&w95 zC~eDN1Wm&!aZD;Pm_7gF?k}fKAb*uwA^O^2UC*WCc5|uNe|(`$%_|=kGUbjdza4=h zm$A(Z>ve1*wS@m<4ni`|SIb2MWf+uJtR}byVxPLq*tKRusAqDa*h+T5`hOWGIj8PH zeJ*)*-X#o{hErJ>5-6cV%lra2{ch|vG&z=2F9{pLGLKm3k}y_q->B`bEF6sq@9T1T zC`%FcRW{v;2HFoAh#dcJL7=+RyWnno0p=E&NZmcM(Bytt(cpv$429N8q^0V?TyQ9B zxZe;=&s-tx?m)=e|DrDF6CI5CK2_QKi3-R$HZ%?gx3E2S@RfUEH*{1bIo9k8z=nds z&$*9dV4&sGNh+pDtPmvii%>0+Q;qugcBzY zyh`1xg*Z*)xxYieAD7BFSG>*?K&#Q?DDMqzD3dyetsM>b)qX7;deap5-;W748oNXSzH-LR5k#W+m zFX7g$5$DqvG_e1U1o_*|<2W{`nY+5)0;50J%$d^1Ve#KomBDFGa5wH#Hh9#AE9_c& zQkKau<(;4y5wnV20ZNH283WKoo8i#Gnt?3@btAVghp?}I)MeSR14*_ou{u2r#wcz) zCbRGGZ<~n-n;}0erk##ry8i}-oQr-wn_d8Ng^Tc%2{TS<$iz`|W+ExXVP-Xe46~jA z5jh-jIHDc+oMlx5C)wY>o;;L`oqgghPkrK{;YYr5@=_{n{I@vz&wUEWPYh`rr-YHz z_HRx2Cml3C=WwQLYyfh~z?Cauzi?WsImC{_iDuo ztPB0~a*{%5zOebnV1yAjH?$wO-=Nvaj$(0mNeNR&CzTxygpq7_-7F~eAjWkmt!!b@~5L?`aCS&B;R%o zn1Sg^hfiTk%CMT7!8v-ccPA&(FNjIR;Sl})bv$(pn_NOl_p!ud$*c2mrUUXjJT?2Z zEG7=-R?WFDsa?e>Ye|vRRzC>;W8W3+$BIMFeI5w&tvEA%`3{Ax6GNXfB*fHTAU|FDu#UVbF{DFU9 zhQW1ite(GO0jdWp7^zG(%fl(Nu3N5!R6vKf6Lnosu zN?gw4{n4258#@C!8DG40z{<+YhldQ~VMO@mox*qDU^y=Bov$}9PDBH4}Rw3g~GdRD@z^MaWNvk=vitgj);iRxzb*M5y?x6x@UI! zVb3*r`U^}1DpLa7`q>7JpM0iTeRuLrC!oG651; zim+ATKc(Pu2dE#jr+!YF+u?@oXwlXMS;`RCQ(t^oaQS&=_>CR!=`^-^zHIOrNAgBu z!!>^6y!RHv?A{4%8eE^};n~T9CI6D+@*cQof9T+T;$`qDUA(X=UT)~O>q9H zD%IeJLqJmbY1Qb}0|R$&ai4Q5fV{1a7L#UvSn9pbcxfgS8XvRmz7Z9U+q%n6U*2#a z`M*CJ7rc()@ZEV$dpBR~dB;ju^m7e|EdOJje65RQ_G69jc}`XK``=&t7{rDVXLARO+6tf?5+6o~nz7VD7|E zw+~v}IQq$-w|{Rstb9JcPjAm7SxV~wE)m(+(AULxx~1(sjQ@8r>$-F%_MWEPWAxAw zW>~_*hU3(6b+@L4%N!-FP)#dGo-Biz`QEglnGKvPluxjmWXI~9N7v@0iXn;1U(R^@ z8Y~`ez7V9B3~lt4_q?34amzm-JoU?E=;*OV30?v4KqBGEC0D=K!u0h{YClP z*udLZr0%l|=h_9n#!IweTNnKz>+{P5y1kD%3`U;9M8uF#(lbVyQ`42{k zaakt)mxs&$Y3gf7q(F;E@{fwnW!$Wjt&rk90z)?O#s%Ya*k6>D7snrqeRVtz-fR-s zK6Bkij_o9-&fE#i(eT8nC4p5EI{`|VbjvSvF=JlhKgryxo%txU4GeI(V&gX{%Iftm zICm-VL{r5Ez8>qd^)SB#Q?m+jH@O@kU8qzl@-Gz(r>cce?&*PVMU{2E?$2=EO8)Ll z;{bMT5+xa>VqxN~VViSZ6U;1MQ8TB#gKd9rWELOsg~gsB&l5rG*#Cat>=7D>MHB z_NS!ICz=%ESU}-jF+Vc`oBY^?ur*@4rL6{g5HF8Tf_#rf`tZKc|JBl3aWBKKZ+iPsaIT|{5(>fuXR{y+Y9PtLp|J3U!<~yOx zGdn&d@$fF2lMfDe-8~xPcnU`tg5ts_Hj$*V9=pP-1PhkFnMT?hIN*1r?n~_# z9K55o?8Upoi!Q{L5ABpN=awh@r}r&Xi&;BNY!YDPyS(JPb0=|V?`;-HY{usJ&%q4` zNYF-OSF8IAaGJEB!pjtkBt|y5z5^1NdGWiF6g>g9ZGFAZhBG2r_$&R8n*|gdI~4Rf z+I^>gS%>Z!rXe|OonDf-7w5%tZ+)U-z-|&d!#WKYfzFrX6W#N}I8)FWmu8%Z%lzjS z7nNl&ua(DYyKm(l^Nv{2QjdVq8KN#s?1`CpeOnba zZM&bnA}zxtM=O)uwjj3d4|;TIAqIzgCM&~P4IjY_7koN zj#qJwZXb(beJz$M7bm^790T$`g>&Lsr(rZk;fmEI7AU#Jro-QK1C}BJxZ=O3;zIDm zg%;}zIIv+5*q(d^=DO_H+Fng!xIo3=1+M{Uez0x5$*uuu((QddKab+#&lUk2pWm>g z@m}$lULjT-7K{?fh{f_Yb?M__9XMtd9dK1K0E)_J>}PIXhLyCt-Bk8VP#;ew+UQU~ zM;iT}9_n=@74Fv-f7 z%6n!QJ#1aaxc(Dbxfzb;HDy7_U;9HPjFK>VwEEDDQ$Gwo)BiVAoeFcIif>!_?&BbX zO7Z$)A9MyLiyGQ1<8%hKte}xIE-kA66V>O!B_E=u%aP|um`Wm-XA0wbWMDz#Ku%hL zT3SVl4?~4;zu}P`lQ6;j1iFO~+-6B55etGp|}@wF?NZ zw`KM^H^CfTy2)8CYp6)!?$^3qgINbC?jLC01rrZ8q~`l`VcaOMZO|?U2I!nzIIBi6 z$$M6Qt(y^gpTu!F|2Piq6i*E!-n_-O?gaI+=4&u<%w{}GLv)9O_Sh5D&fx@SapMff zPgrNromqFGMdGYTjr@Ou;7>o2KWg7W+=5c?_ZqZT=CMy*5dhI;0BjH7Pz(xaXNVxV_Sl)&<4v*X; zpCVw5+O7R4#6ar&6#?6v*I4_BO|nUo0y`qBN@^{VfIz*)RHU|!ZR6shsu2g_-(-62 z+d+LK-TO$HTXh~rrp8p>^f0z>OLhQBBujxi$im zr5nx^v{pbowv|JD_aqYEMSl?K@51?*P2U^pKDb2Z`uJo5VBw>4mpImU;~I^ivqrQq zOkJY8A=e-d3ttuFf|H3jpF(lsNzcF;UC zKu#v)%Tgt(1xIY8$Wk_UiyjW2#De|zy;p5baJF0JJG!J}OWUTj(f(2xX{R`A(Q64? zXFi0rzrTT9=CZxk40~Zvad)BDVn9+p8!k;%^&l&*PN9LjB zRc)-7FW8%I77V0g+|N!HJcg9FHn;K=_;98B#yxVJKCX9M6g^F|2%XGPRmTikVUk&r zj`8VD+#LJDepc!TPW~J4cL>OVe74<|=bH3^5Vy(b;j;lf@``*+zs|tOJ4xPZ0V-&; z4&ani*g602`-2IYcd?g#Tu4#nhAf4Ivl;K37N~g4DRD}c59Zp&b~oL#!d{!tFS3*W zU=FwC+ZXEoFxsO!nz>bk)3-X-%&inKBQZc&$nHC~UtN?>YgWLjkw=q9M1buv}eu1|nO|UcP7|jZ+_F zlT5g^uwTgLUC{$?Sif$o%uvvJBQ(|fzS*|=VSoC}>uEiK@d|soj+V)6JWg-$dF&-L5rhN_Rd;2`bKYoU+7ii{F&O ze_lZ>uko&3QJgqg-gHZNrw@sS)G|F*5zuPvX?}~~f;AV!wvU~%g$|3ppn?b==uw@% z9BuIzvK*vV?JruvTpWK89akXy_x=k_(hWOo*}C?jTZs~fM%DeBLdId{`1gE&hIknG z@O1ijrx&&*Mi&V^x8CUin^FzkB3S!o*ykw!1~Rv_LOhl!C1Xwi79;u zZ2eA+cp*cB%Pn-`BSky+YWaj<=#4^Ly8VDn{%r!TpEYZGZRrR70|!K|d{u^JL+yc& zQoKlNGFUI&ncLv86Vaw_a*%d$clom(KIn}&$NuW|?wx#l`0*NV9L%tND6mqQhRv{k zFUcS5Fq?8j+q>d5lJhyI5_XwF`WXnFc&UXgO8Ivm$F4)mD~?j3J*80VvGl~eR~>u1 zi>SEv(Bp*3y~laR^SCOmKzJG8gh{_C-Ez_facTHS&C^GHFyushu{ZP^j>{xUOq>XT zmG8gy^@@-%Ht&A8ymTMVT{+zs(RLEU=TC$tEZOdy+qEj;ZXfKR`EFynoB-oRcGR|< zccG=XjP3=A9eX|Y7!Q3oiFIqkgFjCL9OE(TuoVOX*kH#*Q;g_lbPm+>fOk6f6Lq{JQ47<2NC9_1!b#<)2ViK%$Nvy9on53_9&HM=_0$m(9@SIgFCjF7Ay7 zY}IUQEwlRqGs@|G76W%-HC6pTw~HP)0O5S(pA1MSw!c3VlnSIDm1ds*sl(VeohYwZ zW*ocs`BbZP9XjiZT7T${#-iH)QZg*qVDa5T{iMrYBqb8|G}gX=`DY`3;se__|6k|k z-@7MZkkpueePKVWCuC>(H)g=3C~eQzM?3z~D#~=Zm;)zSIlgx}eT9)-6GUsRhp-^^ zg*njcHuTddn{um2V#{5R{big7kQmq3)T63~+tO;~$JtH6yWy2WB>fK{riSI3ebIy3 z@`Juz*M?!7>h2pw(Rd`r{?5LUo(1He17C8VazWvNzYd=3tuTKx!e3V>5tiRly)rej zz(S2n%?Ic?VbMK+=~eJ5CNC;E3VbEtm}N*Zf4d}BZpZkom{Dx{c5sfp0b4 z3}9}zijbx?GqfcCEXfkg#d(LX?g3B5fLzXN%0Tr3y82FQoqR6^V_7bjo%)XB_($%i zr}QeJl_s^v&qy8S!dzVr{pSD!^-=%sluzTtgKK&wr88)`eC==3Jq{#_b8J67vH;0p z{Z5A}s&W27!Ot%9EF4hKhgS<-&`C@ncl`9kiK4Z6E2Bcs7AUxE9BW$^Qm!$v|C3N3!P@2W&OZ4kSV;OIH!fhq{r7(zPifN+#Z|xEoq0L-G;ZSKiELZt=W4QkHx{j zz-W_fYBf~(g_EA%bc1dzp^77Az{sKXlSv1;ag@gNgrSNzEIEiK+|N|SS*M@76yZ6f zran-9{h|)XBoDtC$ovLdCW6m5rgz~&-N~W5zux0S&-8)Q-w)zyS_NH^wmD8mNHLWf zK7$#>yxB7gYEX92pJw^66_AZw`Z5Ci2vpvw|7o(i;(Yn3`Gv#Puoji*<2CyeM^{Oo z$sL18jwxs4&(Mbr+UUSj)MYsGsdnMSBt1s`u@V%MWQU@g<(D?{o@4)&pT}E70&qQ4 zRLm#;19sesspt@n!6je66%F|v{?~L#_vH|QxhyHR7gVay*mIR%C*2SS^7{6*Q5?sP zhLz!;3=_C;UCJxcGYB3338}3(6hTYh(+_IPoX{aLcj} z*Lq>fsujZu9Kxm6L<>9TK!;bqK`JcEi5~zcC3{|&&;Bc^T zz-0O^tcTD2r*xkaXr8=gkS!-;GuyWV8MV$h-QpQITCItL8Mb9*6JMa{L48b!QVK47 z{VZF?x(EAj#=R;n$|X>xU7OTmkb=@!t>^m(?h`1Ew(2;}g+Sc#n7ZdB_OcYGjsG-e z4B@nSYt@6CG8hz9jrw!+5^mbmsHjPNg#<~1w2U`bVC9OocJ1FM&`R;{#N1ylm~G5D z>3fO~yVir$mt$M8Poc8q`08gESuhe_Y;b|qv^o)$fFvB=jN<%AYme1KR!s}Prl9TP zzmAjtWPl_jRh1&%2D2GnrF;AtaIn}w6TM%8w)#u zf}`;OnXexk!dhO1eWk{MOHE!1q13p^cE5$GcOLpjd2dK-RN>g20$ZJa!1*Z;X~LID z*sc@&9WjswEeg7-GdWsN^Vq~OeaAmrPtn>5yE5UzP5IsVIpVOY%02PzaUBlaN@V%R zQ@G>l^iJIbb{r+lWK-Cmg|YcNtR3_Za8$5fWt+N#K*5iPoDGv<^09=iq|h!HDi-Ms z@vFy?>=gE0Pg0=hw;mNOeHbp)#!d~~afB5C6UB$lRj_JHsc&I;4jMmMSP3=Uf%PjA z-Qh-aun+}Dr3ac}lHWdwpY|)Xnh5LEs1D-W#?NoquD!;@c=uL`j9y3rmb<0qO0aO< z@3*|z6p-0lmEX%eMRNMsRj+y;%%Rd1jB?_8-IH z<_NQw2IWW=a@2K-dx-U{d6`c(YVhlsu?gngsj}2Bs)Bf~_u|sqkqSl)IZSXqTeYMm zjRkQ$Or8(+5@;RP)3>|baFAe05u_diZ7=zhbIb;z=Xjucr?LcYSIHH+MgcCVq3}wV zHa60)#q7SBj?3#0dh#B;fvro%)CY%3pzQ7L#b?J@fGpG<6B_KuPh0JFSFIZu2zbEKv z4MmgG`r2NPj)~ zz5rW>oZJr$Kf3&I0a2r!NA-JYfu!)B-_c;l3-kT*!k_m6nTp*f z(1;$V{v>X#?Y<4&gC<$bi_6e{pN}7^p27C`U7i>BoRKswVi6O(4Wl;-A{zqYcYN2R z30ah()oo8gD#;OtBKnu3Z|(T^0^1`uLNQGLbzKX5Y=IS0N|h!qu1LHtUQJTIfmPet z|4D>?hvtb(19!EJVA1l#<5zxq*xb3PD}LoS6k4Sie#<@&#J6X$0Z=~+d z9vyb`)_8@Z4CPa;BSRQFHC9w{YZFH9Wp$^%KZHvKyBR)---ad!3%L^<;xN{@|BJy> z2iSbE_2_uz8;G8Jb4Vze8vD*J*V}rj!T^iL=MryLT;zQ1{|tkmWyoRos!}76%1eYk z1n-6hc5E_?O~$DJrG6*dn=qD;GUqW>17mYsY6>)FP|GN-|I8;8NqxQS>uI7e&unP* zJR}#lvre|DCw#)zn|E6?a+|Q!_1mX=XMbRGsOHt{Ri!vr?b&yOr3aS+(uH;0zC-uu zt1Ui1Htesv{61LpD0X4G)@#aqSWc)7(AxARQ0_BlY+^Bij<@=);gTFMe{0-jsmTo+ z7}}ZN)STb(V{-k2M`{?Z7Lv{L=bkK86zBKmqBA(tygAX{q>ZD$vVPH8+=Yp!p_Qf$ z47i{$dd%wKJWP20wQxMz3^T$*37j!ovJ`)hmN6aN;lsh>jN^*Axc)aG_At{bj1%=% zv_l@lWM`!bpVKTZ@;m*eDYS>4ncy|%<_;W}@B7=Aeg{bbDXlSiE=XJ%uPoa)3=8>X zqZvzEu<%{x$@jKlS&G{f%W)O6Sa|31_xF9QP`^$-`A5YDSA07<9}|=|Ke}M$bYm$4uGi2b36tl8CodIm@HOUXM$bbSqE632Y zx}cvdS3!BL3YOxz|3%KS!AMCzf!*vb%-!~}OZ|2j%dUH$m)GmT#puj;+xA^BmCSfW zPvsc28!dg-c_9Qu%buk_Y1TMrZKo~rE&@oa3$LsNd!hHNjk@FcY#eScynaf-8Qb0O zg$q$BWhMB?{P3SaPzaE zlyU37I_7yvB*+Bn#^+Yd4l!R zd!z3>Eyw<2<;2sE43WIT_Flp*410_TYt|J8&|mn_&sHm3mNJ~PAeNE`+V47x+;12K zBDt-5l_CZ@tvkpocQ50@zTl)lT6yd^r#|)Jn?EiHe?4GFNQB85IkADh0PL)jKiD2B zh@IJ&>TI3AB9YSCoAyN}mX2qUu6ewKIV1W5*EkwsATS|=-@FAE)ZqtHyBp5ke9drJ zRRk84rm4@h>B9W^GG0zfCmg(~XvReRg)_4qQOCcC;KI`i@3Suf+v*jcxP*{o8ALaH zVv~5F`D_}u(#0@bSsYIl&tAuo=C->gHfGS=kn-W*$P$bmcy2AN@43@&A}!?vOCb0- z^3RO##o>Flsunr%Fi^}T=hCkP-%r)D9sA3Ulhf9gPlN8mYQASWHBGuK74?fYjfcOn zIj~okEj<9phT{=8xPoA={!+kE&9^X}XwZ1(2N^c|qB^t%ys)2gU%iFN1)L$D5WX?o z4C$Uz^E#A2ab6`ta?7a_Q=-0(Fg!l<|L3i2Tpb>O8tYSHM_MoAlmYGXnMiRMD!G31 z)yHihUwV4=(3LKnID9?rGwmRd#s3q0`>+a##>aQxGL3{b`QOy5k3Y*&*k`%iQ|2HQ(mffM@(V?mdty#1=Bze*EJ};8S3pSp2ctS}Tz7TK)u(a|fSV zWlq54u%KRoWE+l^S$)ejK^PVMo?zk=futJ?=vXR>HMt>UM4kzlcwF)NjpR8P7jRFY zH{Qm{qo$`LPmjV%%)+j}>eM(=Ek@ZA?2FZ>ISUy}_;Frqe9W9-5SQOvILE{$gjul` z9x5I$u)S>UhF>E$&hBkmk#F?JfyN5zRFi|aabs7YD#b6<^;VtBN!{^6-Eg^!%w|Bm zn|P&Dfq=83f9hWJKgR~c>$}>BoH)w$(CSO@I;<}#_X~%_!%&N0_b=O3SUugco#il# z>#t>|5`!$EH}Uw31Kv&0*W}5a%vOj!WtYhFD+*BWKvaMKgd3Z>xhu{j+{dZH05zVk zuORBm{5G4j433(=xVw=d48-cgzCDGC*zBB>BW-#c3Qj8p2HrA(JlQ9*E0dnku=?Eq z10`@G@A@ec%ONDI^h)oFxrxL>(j_{;gBIT#@ivxF_Z?>7BNBs$rjd3qfi zW)8>u#P!469_P86l+R&AxNC~;&ruk8c4ED1fR8}Sc+hl@IvduecUk?r*oDPScX{2` zE<;kuhHb)*Z?#69?^!!)kE@?cb`3n5!%6Xz;-BR2;AYUbvckz47_!mNF&BG?X|Jqe ze-sVC{5>m;gvV2uTctIzuXPEgtit0T33@@m{4Bh>fxRSr0wCs3|E(&A}*guPNzw|nLcV7yGXLa|j6f;nQf z7+x?z*&6**1L<7^%4gf1taVFB3LDU%^*9jOr6y=Ay{_T990&Dh zMBSc#Q^Qu)kwFg9864N`b5uQa0|!ICSc~#+U`FJY?s$hb%#2>ODZh0Qx1N*LX)F^k zIe=QuHux3hEv|;QKEDsMzPl6kAM3&b<@eX_X|I8(TPyM6*iJ5$CjQ{CiGXxf&djQV zeXw#V(=x_t9*M7(6;=ALK>s(1M?{NKY(w@J@!smttLkg>Y3VsEuivqDd2WQQ%A64^ z8WcGD$E7aqkOZu}R5`R*htSpf)41zA1GEUI>W5}?L;H#8{j>p+Fk;gtnM3ypJD%%z zE@lZLN#Kazf%Xaf+rG}uO>BThwR{OZqf?L|PEuhv+VQixi$+cpV%X{<8hG@-R;*~5 zSU&kUW5?H5GWC*=;Zk)|MFFP)R@lj{F|>Tal|<=-`Jv)SI&nEdZu$Z=EWg-v+7iNU zFuxL+$Anc%;_l+y_pvkG@c4VBZtRHR(5SDg#6``=RpfIOkp7S&DB!mtAkXN_{ZD?8rzc64~oM_TGDM=h$c1 z^XK>PIp_ME>+?MK^M1cx=Umr^a+YsEdqNhL9~__R89atFrUi^3dI0+uxn-m$X*hVa zx?cLq0i0sU*4xT^0^54176$GeNM?ET;E6U9Ha9M(iOid0|NT!_b-z1fQ8D`x=hjCsV3og%nU4-L)9!?1}SFmp=PHy=42V5Iy&U6^w ziIk~VQM?^`uwXPk+JA2+bbdJX{P_DZ7#dT|^gFT}=5&8N4u8~!<4NWszy8?ZT(MGd zQ``Yq(sEln#tkso+o2Qg{vIm3bYHBf2x23zLxpAfE!Z%r{OPuCkBOPbG7X73Fx)ER zBH0)Le;3^|X^n%}@Mm<-!(SD!xRLsxsx=U%i`aQz-k1iGE=i0zc`HzUZ0y(Yb%N&k zm;)gsIasJ2*G|ZY#HdRWYBlCnSZVbBgt)3HE_d|=(X0;QjJ)*mFdJ4(a8?fqAUub$ zz;+#`^?R5iZgFa-<9~`wioDEY63Re4y`OJw>vc>R%>ODCVS$rI4Ak9ac}P`9nSAjV z*s-){@~6olhLCn-rW`SX(JDWm-p99K;oRFmy1G%Et4lgxc5n!*j$8a@<2V9yebqLW zdbUt@<6yVC!aPnND?I))Mgw^ZQBPHuZ0`Fa>D8n;i0>x9XU znwouE4k2yg<-M#kaj+IzCpPqw5n5lX-2Z#-C!{qPd@wgFN3!cP`>Wz}*ucHvbJke_ z=6qk5bQKok)MTix98)%QoD&dNn2&~GkAS!Gxm2Jk+10SV*nnnl`9KS=IUH4q-*fH8 zXCyx=Pr0v>iX%4-cW3*%Aer(om1(CVjQwD`cH1Wq+PMNVIri`ZIry{!=jjw2U~4|H zZ-*3CutvANiZ}>^MQgtW{+ol62+EIBrv$L}&Q`L%-7D;uzR)^)?K^bF;Qg;<+hAF5 z-YzI~(+3KFusT^S5m-)r?bs(!j+7fKcRMsxF=t*oPj>tvjB8iE=GmYDx$>IA@0$}) z=<(%c@7QCQ`reltdgUB+G>oskVmgU!iIJDX*8Fg6GK}*;%p@)<)KG>*s$eFmZ~0B; z4xl`+)9+k9inBk$<IM+Q6V*=7G5?;M9(j495 zv%LssT@;#Bh0_T1uC@uU2a9kxS@pcl+~#%q*1XK0J;hG9<40eVSm1hy5l>x^rXo{E zT6KMTJ*JlVdp$V0j+27gL-%w4Vy6-Oa?#O+9-;gK0gb0H7UE{5-|ht?m*4fh?DqhQ zWOl@d!69fo)lt7K+zb}!w+7Z}@<46f#T6dmWtdi87Jc?D0Ehnbluvu`7CI)~RQFyS zfYsd4Fi{^Cm^-SQ7t6!~>7oibECO5v`fV%1b;c)gxR`#|quv}y{;i-x5&QxDE~n3Q zS$06*_GdX^+ca?axLcc)Q$9>8xA2oo#9++UP<{0Z1N>-z;x+Y91J@fjWz;eHa+3JoeDDZ1_b3D3?=?d4j%3hs;mCU}<#v}YV;WqL1XxVe@%bZk~c2BHV^|tlFMYCK75lPnZsh-4 zf|WFmnw*`9F!mrc>2C}Lr)(G9U;1eSCHjHcc&;N1|0yxBPmh6h%g(#9b-XyZ)0I!n zq!jYrq{PV)X+ZmNvgnR!Jg$!aX*Y-zz{nTHYjK{I*kpP2<6B#C=;)p@6*T9?VTYwZ zl95UPZ=MHk@ugiHlZkfQm_T;Tz0dYF|NFS>@O)fGJH(=~t?O>v?369+1Yq64?g26{m_2a~5 zf%b?iZdC0I3liLT_ zys_YuY1@ORYp_i$ZQjb9E1#2j@s9cP2b?KqeAy}`D2Pq z2P#(;@+YC}h*@XFkSWd`C``;{;e{y=J|5_|fgilOVZhdK|E%Q*~M% z#n}fU*N-){Lh;t6llMN`;#$$!ndl07Y>>IF&H1hrDPnRgg`cEx)#J!6ZNW6M% z_7n*xPm1$NSw*wZp0a_ZsrXCl74(*xZ#T3eirvH1m$7} zoAW*I^)E0r-fyojT!y`*WB$Ph9I>%SWpDBoA*`#~+TEU@gp|i{L5Y7CVDI1=K88G` z9e*CX=kGrZE+6=JbKe#(x{|cRA-7*%*tMa}7Qi`15_V9Vm{Y4qL+C z_d6&u^a<{&eqRnFzrLQxH(@}k=ed)I=q+%FA}Cxqu7-n|P6IkE2XRhKt}(*W8+&7I z`?i$*RowDez1J%4KkQ*GG(SH70uz_7$u|X{)d+MV&X6h~_r zU+sBa3+=amy!oaVy2-Pw?}tu&!nTIB8b~{cMCC`zJtL&ebDr2{I{%tLx8b+viu-;n zEu1~e`hpkMw9E*ZDeSnmZ-Zd-R|^OPu9!Rf#xdVIZmsK!iB$7$*n71L53 z9PQq5>aMUbE^nTBoBl7@^vuIy>o-jtIxqPB`i6xf!y9)WU4>cbeA2vN5oCb4WUmb3P!iM9nN=wmo9H^-^zIZ;Zn@bXQ(A*%=MzKJ=htz?fSEU@ zi5^E5MLzMEq9R?dGag0;?K)m zxpOp}Jh!W8S$hu**gj;t@tGc~`hK6>#XOlIA+g<$#4L zXXHOx?!mPuyYit?3Trf*e_EDoK)L+6x<~WPIJUN<(04W*yl#0uGj$wBCYgq~Jntc?X(*8PyBcc)JSo}t-ogAU&R4UU-;vyGV=J!X z0gVr0f-63k0tp?nXH1?F=u~r(7S$?|L<;{;Mok+>1xm_&THnKDzsxVe9gN%5*MgZ{casONOhYy)F1fU+8_)I_ef9lK>aExs_BDQl z%M2E(wQgMY+XubAdmit9KdQ*Mew5XLYdp4ci(cdSW-1m^tj$Vxfh2No!Gl7m+hdE z&*H$@f)rS0i}>)G^*-iUik_9a^BGr94D23Zh{nHVou6LihSC3=8WaaV5a>8u#QM(LVyERZJa+mBEXLm-+VvzAqMM`VI9B;_M6US` zZ;~*~rhoDL>+6I=m6a^n9V_rxg?ih}x)pMb1Kajgb8Cm5GVXnNsX2LKZ6240bpDw6_ytX3x z~PIh z^0h}q1dd;^s1`R6!Om^MW^YonadFw}^nvJD9AJF9M*pr>k@4DNz5}*3n0a-o!=GaW znw~`2S-W0`sjd2>KP%I*fxl8NW#$3QsW0r8z5f`?QR+&Sa}^LXuB3nBz6?uBy1p1) ziIcRi&VA;`VJJJx`!u%%E_w=-9=V2051zLUDaIR1+`4ZuUg?!TkUHzpWxUTMOgs!K#FC(65giH4pRCBqMTM-}P+ioR!7Glh}Z0XqJ{!$|Fw z-MTC|1e1FfDMw=JaWeVXFN=eD@$K#_VXQq{_s1_ws||q^^g@Cm#+iD zJ$CKGj;oN${PyUnS~(!Tdh>k_9dg;(hE*d|Ne1+pE3syuAWPxg>1*6y0-;fTXJCLPo|Mt zd_9akIk%l$kcUeP5tUU=P0&+Ae_Uv3Hx6HT5@Azl1yh%e;vG*v1O2O{X zV0ZR+{?Kr&Jx}%Ba~R~ex1&;{q2ca3RSkCI&0Of|V~|>d{7U+U0wqBxX|De!Nk_$@ zrwJV2c5lZFt@z&`w)e@io(mq3tGVTrL^I8LfZ$98IF;Mz~w55I4J z1QPf5NUoGKFqoKkgnc6#*W&$7rSHChqk*j6tuEgowfKus&I~K`m%2P_8h#IyL}P95 z#atNs=U%J7PJs9w_un*b)y15J`QH=4A7R$b*d*$LIc}VkjQT{q0&`hZ`m}*oq@CdI z&z3rb9XCy{@wBaDXQx{>{f9tkn;7G;7TNUlmrlv&H*<7k%(}W~Z!OmBV3#(zeG-Y3C8M|v;2$p%&xfWSdrk+j+K;o8>wZD6E*A1;$ z!Dh!h;{b zy~C+RcZJVlD~fb0Jh}Eg53zMtk9=jq5{sXfTsWrag#*tt{$#vt!m^5@B!}!QnEswt z>bIu_YXv%42L2JyF^432MLQX&eWS-e{bq$|j#Yct=Nw4ot3Uc5BQKWEvDf*=Tt=dM z!^A#y1sEjc4EC)m;kZHKq&JO(eRjqEH~piayY1M&>r6jz`lV`sT?WF+uFLOm=>_Cx zX~p=}&2MtNy)Wq`4F)p4ROB&v*x$iwL^DPJ3te>Bn2w6mu7x`=7vu8+iER&w^+KyxNzXoiF zI3f3&{_B+9kI?Y`!0VWE-=Ux0e}CMr^GME-zxYSz7LIxP<(@p?g2cdkta94&ILH7F z;ob*e?CI_;cSeJ;l~(Tl9vMfUH@iQVp(}rqCZLq)mHZQr5%KJoZE!;|&ei^6@lwAO83_`q~#r z;k*A=|7Ckot*66bv*K^B zYm9)58ItZJDmdm9Sr?{r7>NM|Rc^U)(5%&SAp72cB7=E!YIo*i=$03{G!VcJ)K^M% zk3EWDdP3IKf9EM!toe1<`|uZ>;y4rf`B^QD9P=>0<4}V2JfG+sU)Ny44ddSom5Ait zFB3Uuso4J6J1%;B7D@3E{K-+jaDtoK{Ga81Y?>6NyLjq8*yoS+Z1{Y^u9hK1dh2&M zoEDWbUvUiDI-UpSzqW$@;=*c6jUHUqt$2I7pc;D4SLA*M5u6t?*(tgq0c4?;Qg)_v zSod66RWaG*p|e*6=t%M~FTEp;*RL6xn_^y0Yvp0Tdf&}mc2%%;IoeSnLLDbUF8-F` z;KY)^dF_mn3pl)}5VnqMSh@4yLh!j)IQobCp;xB^)E@mfpA-EKM?MAasd=^^!{SwU zyL~IbRpE!-*AMk!qTHP?54fCw!gTU&ebWt~7J5}ruhL*x^=IK0(_KJjGCX7J6)CQw!eXXvGnp1GUpy0a9_%Dk#Irs6nwLVwLPITB}# za*cm9(Bo9ezJK$REI^jBiyc*e3@v_XpN{{I$At^rpAEYC73o{A_srZ|!?9Z@*E~-> zhF=x??hkv=<8)8e`vrUtRaX6iQhg_|WU=UGk>3%hsgnv+<}Sx(vj5(}1!)-0D3QEf z-iX6{y{eV!WO3k{%ezn9ph&lq;c~?MC!mnGpJ0;I!8VtoaB5>SE>8LiHXaLsc*pbf zQog;=xc~DnhXDzk%u}h2F^fy7KC=pBm89yB17!n1zArp}QN@Z!u%z^ zcM%6toTSpbys&MRz0l>_DQxgPJ(C^g1;}^lVQx|~7R-Aj_{4g_5dX3!8%YM&x6oPV zv}-~$F^I~b@&m>Vb(!zl?Sz(pt^p=B642YJsrzK_D6aR1pQ?9Afu4hX^%6SL(EcVc zxBU)c>#)DuzZV3^nVIkIeq^q=t+8kCIaz0*Ox}^?hJKh|z3URku6BHnY2A?xE{leylALuo(R+*UW!X*`OzN$ zpRQxan$U`W?;BhuD{kp(yN1No^qF1OYfvAR*B5>!0h*1hBHdY%p;_CX@_oDC4nd~#zr{Zvf>x~zduBlm_<88viC4)vy#Sc(@z(;Lz>Mty_N{UivtFli25DqDxvoGVMUDq`r@BLpaQg0NfyQS;u*S#vJZ#hk zN4Qz5&6UM)Qu(F0nb}JMqfc7^HtmOz+cU}|pVhGMjEDCUz+b6j@P@Svo7l3(96}Ish5L+uH{N}p~Jal;i^2BcD>B_o{ybmU0bwbn#w?-+xO$mC{=x-is7usqlUAKTYK2Ch#;sq|Hob76F~hYV8Kl}g=_ts51u^F$FWoQ!w;U_0(nuF zex9o0!{*YehpMHMko@EW-~4X@>>H^1CE!1e!#qN@(Ju-nz2hDd*4v9M z_dA;PLgS&;eR?A}l?OWo&V&rBTfn~;^5HrK(KvUtPGP#86G*rI_L&ME!cc}9qw=%G zNcBJbXg~ic7>_CqV9FIo%C-+YPwxg37|#8Z%1@YpCfOYVMe{M(FJi8nf8zzrJ(jp4 zSf`71#~btu{)OY8ff9`)x_e;E{e9x=C}Zp?_`|EToC@uBTh=C?C}O*XP|!YM7no7d zlNY|)fYU~V+LHllP`@{II`S_E{F@n-vm+uVLEei5?k-m(i$ z?^20!d+-T*|2%rM9JJ}P|1q6uKD?Psmcq{7XR&AIM6aDEnT#12+Y=06iPC}<< zYWub*Rv0dPWM(|E6_OHODW39=fyq&^{GEJ^xcpLMA@mUsR)02mFw!oF)dFwo>gJW9 zKRJtOy6`K9^ZBl6pEO4>}? z(WVcGp)6&cGE!Kd{xHWNp&KXOFmwLql0j<8)!>*FT_`<~LJ8loj@|zqB>Fyxf-j+N zR9SvOB)Yk*$=`K^de;71LxW{J3|DGNe^+7Z z%?ZkTouGJK;H z2<1C< zOnyFuIeyuncX}V<%zhu!P<>12{4!;)|5Xg8oh4?AQnj)EjE2JCAu6to*4(?XaSvTP zIbww-1dwcz((sF>hvYv`6zX98WfqvzqMN?;8DOw=E}8Dht|L%arw#7)`B|f3h{Uxzb z?z9^cq;5W5>dJv>uDqDw$CI!WlhL{dwQ)GI%YNzNd010;?P6-a7su69M~QnAAecZu zzqQ#5XmS2O#WK$T)p(E97sCKW*2>*%g5Ac@_cxihWs!zmuZ%QH)6e3vb?iz3_h;~9 zaQ>Tq>ms)7)`T`S1E`mK7@XBA47A;v7eD;}cSwWKr5d9)=v%SSH{U!@?blrsg3dU= zAl>iN&UBN|y#9!E`pr}5JRWzx$#4jX?~gfV+YxY*hneHO!x9ufmnJ9-+d+R*Oy9M+ z8SGG+-3>*Dfo%A$rK_t6r|)U!@G0%UzNI^)eclADVQuVF{v?Ad+pAO}qf22%%^>mf zhbf%?cosaFig5H@d1V(b4eQG-6GgJyk>bx=%blo(^-&oedMA&;n4rAEKn><|eRd}b76meTez^BRFLS8Hl#>E2Rn)z~Vk5?@qhZxZr4>^rSHo+H+Es1ZBkW z+qtuQI(tf>-~YnV zKl@P*|f&_`wDP$CRI%9ZH9K!UM9P$uGm$uqBg=;krGiNqsOt4SKzsrFekxa7e19EC-;Rto8VTZ1 z$@3PTP5)fo^21U1@j4d04dhIIu^%V*n*N{^)MMfJf93~Pvawxpc`RXB37ekzq*%vv z!g@rs_Px{3ph``X?LQ}bY+wMBquV|M#iH^tS4#w@7|!qpjHu$=SF20TQpeC@hq^ek z-#hH+N^2e|`ws?hXnA-WiQp8aSm%k!9vuDD{_nbn9g@3$os6Aq*W3tp#@K18P%gP;2J`sn4}FWchP1)X z8mTu-5bvEIN{L^{7F=e!wr-*t)Ymq+l8b{k`ekb{4~Y_&%|vzX!qJ^vX|FzXe?z` zgtuOYM&qvvW&4ega+vT+NpKYA7NEOC{VtX;f9Kfq>;R5wSiL?S(2kAQL;V~Ad@&`% zY9vFIfU`{*wtNknxfyfuH$!$ClrZOZ2Ru!L9`185BQ3Avoc4v5@W+R6=?TxnuC||0 z)O^NP!}$~v$Bqs={i%RC`}(iY^Ag&we{HSCIUIk_e8pqr1}>dY%hz)C$LY}9?{aO} zu;;O1#K0{%9QiI&%yZ@QrTDUNnU233l6m$?%zy?$4JfFcJ&%0Ft<&gbIPmA98p@cqW7;)lx3+YjP~ zsl$95-yIx!d$vTXNE$ZOB0LVLGr)>yO!7=#B~W(Rb&%K!aXRB|=gJOABpogo%i;w+-!qLP`NFs_$(BLcZ>hx6_>;I ztcFfk`AuJFKE~PBpas>dFRVB&GvoN_$8(g;ak0la+pqG$`Ar2Hiu#Wz2 z291=*XGYpD!KhTbaK(vjIFKX~v%vHovni{lkVF9Lt$^ukF)C0YnSFlNT_5}Hw->H| z@Wk$GC%uRgtT=64*7vqZ3T7$)!Y_UyATiXNVb_=dme};Y^{<^kA|J1fP<$k2ja{<- z>=BPG;;TW=-mn3=-l0#coptm3c78a0QV-T+J9In0uL9*`JdbedrZ<;*KHKx)8P3{7 zLfFzpT=2BeZNGUB=9+H^AHBptVB7x2eU}*#795MK-ufKC(MlzkXP&WGnpEEU)}|e3 z-F{JmOdoKxyVa!bc@NH;1lC=;zZd&oy*~2hVLZ+^(GI@3^APGJYPT)fSL4h{O{W-! zWL&H|t6y9?2{SZ>Rb`qNBrK&r&`o;;Bc~S6PfGs-;w>Gu;{*Gkb)f5T@NqMUbsw6S zl?lOa_PC_WyZ6Cd{>R?r)+5lC<6{qEmWrzhAqBr-B3 z<^O9KkUx z5NKs^fiC*sEiOT?u#iqs%|HI)F?tq% zeYO0rO1l&rBo#LDfU`Q{$}6V94sNEz(SDwpHw>{ zIIiBmPWHCNHrBplLh}2t{WEc4-Ax6@1`jIVNIi*j-*=7O|J8-WaZxUni=(*V%ui(Y ze+)}xinx5^9cW}~sv*11!MKOlQk#)7G=Ha73LhNBvSY(ndWmb;^Ke1DXzDFY={s*w zj}ODh*v=b!U-}_&&T=8LZ4OJL`ZPl?j^MmU+jSlj5|XuU*;RUc##n*54(pqz6q);K zQb+0&V7O@5Vys0N$Xg`Ud{0@zVvtXM&DU&jTm7xk_p=P=XEf_xaQ}j`yBbGaE`7vd zl~3P&PanY9LuPuq{d2fDGG2N6gex|u@+awsiNfl^z2{8W&D{j1L!$3a9b|z1c=o~d&@(W)%+v z{5?_wpT(+F>cFgun?cGub!ewZoE}uZ26O6`lOMZZ;IRC@iG;#uuzuSp=I4_|9A0U^ zMdfG7Itb+t<{{pYQJ;X7G) zr{HloL)rz0$kh#Zf;C`qJAVMvGa(=)@6_!}l?U=U`XMusc^v*A`S^)CKYk0Y{1D)= z1jOvzZJ)iVj@7LMn-yl_NtjhfBGLYZ38b>Oefsxw=&m(dNq58uQ`v9H8FfDUgrCIR85$tHMc(Q$e08a4V=$x>2 z0jh(esjQO)R7*?CM5%v<9*=j+nVAJJ^KeGYt$hw@iJZ1{C!ZqiM?j#QDeeB|2Kb5>rK=cs1aNV5UI43_x?Pna#Bzb|A-n)H>@_0-ddFXFuPY zf!UEDjxBo0xWN0wbX+b1DJ{MXaZ<-1_oCN39YG81eHEy*&4LG}az5W|63oYS3Ec&c zzDj7;9FHvhSuTrjBnal-jEu(I2!`a>LfoAqA7NBIzgw4c8tb2! z8gpOK#i@fs?e{*~;E)Q-vp0KrkSLdUM)=h}m=fPL%dV*aMd|tn9j2vmS>%o!)m;lH zVPAcW^yFYdXx~9a>s*{{puAnC7D4s$_eI&)XJIa9I9){LE)unBdY^Z)V67&nWW)Yt z7&EfVyO2!WTpxl$idZU=o=E!#^Pa`>hoNhOSC2rg(BRpQpG;V^Kl{4}1mnu%pNGdr zjc{H^YH{q2Gy0Ybhdn4iPGIjE|4^R4j!`45M|Ifm;_TTy;RPyNpp|>@KR=%vNbyg2 z5q~uqNh<|kEn3H5-c&$SE$SyOa(F0x+R2RR3?`YbH|(K(%ME|W+5v0{ynWeF_&f}} z@O0Z@Y6AlY2hV3Wp2XT+pZ+`M5ebAeho`<5zC*>+iy?Gv>#xj3>;xPS_9#r-AYqES9o*QMhfZGj<#b&U8Xtb{W3qLI z4yi5UxBXaP^uIJO!IRdo!Y1?VYiJ}Cy(HzYdu@gF0iQ9!o9B>BI8}BGCB4<^2KBn^)o)J+Kai48n7wj`yJNcSVpfbrwF`e*JNlB#OOLVs-b|reK3#Nc}3~ zC?<;?>$%dPfMe%Pzn{B1hP`hUcS;jhzCz}Py52VK6zC~#-%!i!hK?KG zhqZo^pe1B|@B^t7;9$G!XXQY+Z)7oi_%I0&=n4Yizz zk6>nl?Qd4%UR-#@BmJqZS&`AFG+DE-9L95A@2VcZ2c01foJWt#LeVLCrdzHCK!}aF z6gTh<3dI6u=<2@X9G}NF(f7`yw4D_+{I5w?I%Ke^!_Siw^Ahk#}c0O(+Md_ z4pD0lZy~wGBkXZA3)aE6;YEWZP%r7*%XCQwst%gvH1rnWoMO}Z##IXR8p#JI{|?6S zyc5F8-5(((EP#Wq>LW~PRNVc&l8YmSH~%{^&5Z-{U*#{xkbo+8sbTKIO`O^r(jP*z z#UT?B``Pj==>NbSxBTH9<}I&v{>Z3=S$X1{A7u&9Q0nZ(;Gu{V$^EjXW2KmwLR3M~ zM?gJus>Aoz4qOkc*Er1NfJH|3)c+V3uryTqknp@Ujtq3iH-FT?(aT>JLS!d5doD+_ zp)Cv3XYS5@di@xe*yaMi+6Uo8?ar#0%qT?$V~Mie&R=nyRb95L^gB+wb=bapsEw4J z!U}y!P1qOC!Z6(Iio_`O+TJcD7}!dYvyz#IUh2)py9^pYz2u(p`>{4uB##qbh+T$J zN3YbNtFq9qQGC-?qLn~@=$zN^`BO+3n|ZzEWFh7)xRGxrNWwz=4PHTVDNf#H_N*}N zz}QM3`_RLAI5YMiMgNZ{QuM`y6vD%Ba-uM)Ja{)QwfcO_&5XeI+um}|sQ=-}afxl> z>^YGCp=)KlCmIS+@Sj(bB~V6}!!2%nhMGz7*@J~9FkZn@sr!r!gMQnYrJ@<3FT=v+ zm-i*;W~prF`p|)uQ<)yerMY2FzA61+!)7nrgkQV$%>`R|4*F&JXy6<%_gP~mGuWmt zUz}k$2BSl_>7-6O;#@+kW-iqV7p{{od`atspZXIh<2PNl>nG40cbwJ%Q5^1H)xfa*)^W9P>_M)2CM2m(2B6 zur%|*QN{x&AZOZOvYE~Tsf>wM52iEVcS6lJM@wJz?G@T(S#eyO?I;hBRY^uqjc53fS@mXs@D3${2FdHKW5AJ))TJ^y0SY(bGej3I$V ziy5AJ8+h)V@I-1|(>wLZFf2UtG(%Q73kQP~1@bkWvFecAXsH1cHc`06I8Fja;XiA8 zx2r%Ky3z4CUJGc?WcEMtbcAN@e;G}KG$0wyU6dGl1S4kZf;$IpV(Wz${f2h+*b$N^ zWEmI$q*u@E?TvgfZ#;x9*q4Sw0qZNnnkTVCl$3cmFBqC-SWXHywquC|8>{P zul!-5;?A&d(|H`RwsY?I;)|q|p}pPFCb*=s+ci-n3aD=f?^u%VK|_8XC8_R?BK;(9 z%0cmFpxzlYkbFyl=6q8Vfuee>pK)$oSTTdFg9Z!cCay4e?5w!Ekt>j;?E-R|k6?=V z%u7+8Xae1rGYk)N1O!>Y@E*VXbnDoaC^Om~v^fs#glPlW<}7C@XtP9gbP|4%xnt#2)pN=fCeM!N%0?Jy(u0VeEyt zsI}^FNFVs+cuOb-iRP?~Ic?=QbLd;&(z)$O^{Tgx_PveEcjeTnA#|`&^I2C7gJWU$NtRZvBnzELgp}!22Re9hNUok6+~!#3JQ(c@d>-sIXdySih47gIfnFR*bE% z+$Ae@R^dLR6$n3cU$=#Ehr?B^<&r>BU|QSCx5=Thtwwb}o?Mx!`FT&wHZEaYc-)cUyz2;N>YBeFL4WM$vyGPY{D+J8 z-diff>tI47yGhAM8j`P^9~(bwiF2(l-f^(}#j-Kh>q&-6kmh|l;|%Krj4tkrDpRz? z!3(d8wVp3Pi%xCZ^R9XrGrVpVfBHPMiP1f18*+eevbyta`2)CUy4AIyy9fHS3!)Ex zlZB>V^F=WiZ(*_fsVCDnZ$a#CMeVSb+c@}RF_!ET4wFYdJiTn34jD!)@%6+W%rHDW z>0cP9NGD4A#6vlaow4FRiCWuW@VV~&H&3ImS32fhY_l(x$&M^UJ=cb|&bM*>X=ymI zpQv2+qaOPEYk3^f+Hj>tBf)8Y9a_o7Yz9)7F0UasaY^jE{kb_VuoXwLzl$sL3&LFdp->@nI%u`jD*l;fqex$>bU(DZ z7`>VIn65a=;$(Jg&Omf3dN9rT z%U>W41>bM|<$I=%h41tgww;#RoJUXGr46ioq^@N5TTZeSR_zlX%|29LXG$F(_aWtI68gDQ@zs) z1}@X_^Vj$&GEgoDPH4YD(kc3qhbRKA30yVj-R!ZyC4=l@9D{S`-12|Fh=rl=s^=eY z4Q<|+?N76VBxpW%#C%8WF&J)Ai=;e$1kG;5)di7*IG|-e;1}Wq^$9y~4*ofS3mtTx z(vF+++sPtuUcwB%#%w*dEn5V8OK!IKKTg0_iS3i4Uti<&$9}`tEgaC+c1f3T;W0K9 zdA;`gzyhSTe$J-8D=ZHZ>}`7BV#1*c6WfxxrmyeD z5jQgXEx&`X^mdC=t5!CA381NzP)9LkYOR~;zwKD^sQZ@vDP<^)o%Z;q;12Ea8i&l| z6>%iDqqo7<1c%K&g!~ugf+Z!RTb^$#h00w`2W8F$L-DUDnUgyhvBXBmUHX|ZfjN|2 zG6>~h)^~f3u!%OTy(aYHxGS{sjJn5!yAzoI=%=-?*J8W%KKmOHtT-}uK6sMIkK%}U_|)N=Ut76olmts-C{ZiJtzEC$vc{m^ej($`Mop@?#oWzR=Wf=*MO;abNM*f zrw{=)Za5e7A@LpES*T#NwR$Knj>{tX|32}a$5qw>#w{KmiVUU77eB1q;Rutx(%Hfj zFnM?B<6fI87>~<8bew6gBK@I}l#AQW;E+(-Q1WAYY^JvsmC-kW$t`i|Tgv32asSuY zTbn)c*M^hfJ~X+J2@6E|Qeu3zTvA5ENll;K7nvJ)4Xk0@3Yp2i_j)e1I~chD$( z^KA96Pw;pCr;tv%Db~{6AUEnOB5hc;{;cFEtPvl7tlspSLf=B2&O^RXf0Q#LbpIn9 zC|JH@OJ)M9j9@Ne}jU@M!=U!$+HkT(C~We8m) zE}h>IQ_#l`tz($6xb-5C`-h&_9x8#h#~j=bgJfExVxko@rI;6p$=mw)KY56Q7 z%vkL$dce4Q4i~Fg+1$lm!wBwD)%`XCw8N^?q6W#ZV9!{{q_Pj^Y>KI!){a1UNd5DgG{|19;mgDEjUI8uZRh!GbE!cdU=h)by2+YlrT8>Fqo4*a=7bIIyuR|9z$EIbKK(ErNaq3*Lx!o)FBG_I{p)j_dKvSJj>i_K3!>Uj{Zhrb zuu82<{(`t-ko1vLsRvN=x1enEN9cOIyi33(3;XTUm(B_DL5_#Dq^wCRwtKv^9kNw` zp;s4i7>|dZzQk8#w4Td>l*0(F^DL8ZD)bL`p zH_|Ls_jaAv!Nv=-k-}3au;tE;Q2RF*fV#V?lxnyP4g9NwQ(d~q3*P5~2E@Rv|Jr)h zTWchs$obPh_u=fZa|Roq4-n`bMSa7$YJpUxvHGFE8Y!pM*t&dKu=}{X!JotDHuH1n zjg#q9Mfy3V9jeu=Fy)yOY=7SeThlcHPc9C@NQwHLxf^ zH~CS^ay#}}e2jJ+9l^mHH+RJNZqD%VJ{q&=d2SymeFYfD!zsa`52LoSwJm>% z*dovMD6Q!xbStq-{5$pt$@_~hF$K^gX=Y1o+KUuJf` z_4|S1_pZPC-gf9T;@W*c-VMtyT>7;;XB2Tv^pwvPW2mz%tSKuoBG3*0mk>;Bg-*jx zQC{|QP_L(%qqO%p%tY8`oX9l8f!_`Lf)4mWmEi4n4emE_xji3bcb8++(d^xILr0Lr z#4DZUH3c*#u@k%R*25sDs0*+)RLar5D|d|5?IFf$t5wjtyLD6kAgSzGqhkon+gpG=wYUOWqu<(}o*`xmIIK{YKN~HTWHrx@S z+Fp%^+6B_(UDRG^zO<$JWx5+qF$fwhB+Vn0M0x*(^&fVL%uK&|dJZWk$D+fx-M}ik z_>s_0gGhSy_}FDPgn>Rgu_x99NM*b)e{`OPZI@Q9-^zW4{`}yI9UN>hQ*~Ohs^9}O zxRCU16mH_^`Lf#&uLa@n5hHHW%O8epc5Tia2Ap)g;H@ke8o0 zmt8Wf?6FAtX`2EyiS?aFwJUJi%qCESi5aJ7m8gx+W|0=?u~A3)jg68?g$}HYK&%qp zK(|V4`lCjkvr@r<@~S(7%vLz|W%b_B&}FEU&(glA-~%fG43k&q{^4+@*X7TV`+-(! z^Kd}u1&}=w+W(4WL+AH-$;Aua;HQ1hES=LFa$Ua~O`KuI#>48y4Hx-0`>x)lb(a|g z_}rzsrHSG2K!aXz<_{SDcJ0dEV>U2*L^3azQwDl|sawB0){X-&kM22KDTL_a>DVnX z1uYMiRvoqq!I0jeljPVc$h+L|B>R;NjE;`1bG9%*|L@ul{uk#r_wjn%@UBvom9ba3HZKVza} zA&XT7re^D(3UdD1>^ZfcNkQ63t>K?einW2hEoYZ(Ig@Zq^L47UJ~xtCskL4q?J&~t z%y4UZ8cvBgQRTV>p{KICdz`clNWwQ2x1<^4`kiVmJ>UbCgup z-XcH$CuBGD?YQ$sYRm^lE!F>y&S)sotp!-+?(l}iX912n@Cuvlw1?Oxf}lGzTksLq z05L%S@pa#5oOSpyOviZ~X-qr!mH(l@go_9xE2SUuc->{oCZwRxMS)Gib^s?-=l(Tq zHO9fIlTIwBNmww(xiGu~adNAsp@D4-6few3ezANBOFMJ^#6J$gg<|8w=5AHkWhHz$ zaP}IGru;XlKd}#6>-H&kHh+e;tjVhrv+gkcsPx_&ktZ;JuRG~Z>=A6gwetffuQ3$f zl4^+k?S}nPHD3I_MOY|(X&V#i1Ckod#+sRPpvm_}!bz{YQ1F8+B-ZZ+J#@)CYdmwX z=DO#Wv+;**gMegPz1@Xo*W zjDQUueK+XuGb%DD-S{e8-wT=CBAWL;tKhXXTm$AxL*#rFTn~$QHSe#-K{HWzuAajxY&( zWf%J6BS;lW$=`m$6=zF>7X*x@aH&k}{s&8T=x4U8FJP~N>8-Awk}FQQLN+RV{{QDE z*_1md+i62rLkNudm*dDofAdbU{W#R*S>7J83@PV``p&ajP*C&!s{-c~Hb$KPD7z;d z$dpJ|i`~JnPB%bvk^2NykCJi={0cq>lDZ;u<^ z9RO7S;1$hUPenRbUOVH^37|D@-Ld!3E1bdb3qe-4uqeyP`0A-TkbHTs3``c`z^9}4 zM2k#_(H^1Me*>U55BE!I%w)S% z%+Q{0!*N1Z$G9wSO)+V)up9p&X-`xIq!!TC?>xf&S}_^;_q^;fBK>i-)Hjpq|&q z&})-Zh8dzd&)`ehuTAd!1Eo<|{J3$(#N% zR0=euFor{d7qIK}J^?eIzni>F7-x<)#h3>&(dp~EksPO%^>%UyhZPl{?w{4f#aDKz z8bW%|Wpztk)LIBAmeFx;EFM5~=kou_H-R}ei_M4fWN@R^R#$q_9QtbZXp*>R73t5E z)jy45!}of>m|mRKgSJlXkb(zGNNUunjrO2I&)OYfhWlLD#L}ygw6zI)-mi7EHy*^< z=<+A2OdJr?|BAi8%?J9Eykmbe6~cUx(fZ@WWN2ZD_Pg720%_ZoJ0k3wu=0%9t&z%y zFdKW}S;ndrgazMu?_K#CyJ9|k&h%2k@hD-Zje{dF`C^^wQE3mfm?*c{n@4fdu=>gB&3so?Ac_6_FMcr(8>~r}zUa_kbmr?}2k$%3!*sNs zOX(`C{FM6RGqw$@7e*qvns#HWTa$Oso|`cC_Z(kQUm-3TLi$5C30Qe|@CQqyCKh|Y z+uNz_j#GrpquMQt&{)SqbNSbd{r9rh8#1eKRVn)Bz2Qx7`tq{I+?5krh=qD(Lf>F& zzx&p0t&%wC^iKKi&}B>${BQ6aiw(|Z-?*baP!4^i7NtG*?l5@2_^HSiXIyT&Inx<$ z1l^v>vR;`HFdh++zIat{Gq0X`9u6jBihyOUYZVa+FB~pj=MI5_6K(#D`q@A@C6&r_ zM-x)IPi&_#nZlgAnANG7U09N8vTr%h1;(ceGV;$DLq}n;BJK5eB!3#=;ct2?}^7`2HGfK-@jg$Uf$Skdpb$1e@$(BhGGCts_l=qzj_yFSI3-CITU<4II5R4nFf8qjtvjDz3bFbCEwnFDC*ITJ$ikIZR?OKryl+5Kq(gBt-(~j*1RKGK zYfDd_L?=!OkPNSw6yws|(;Gv2=}7(RlD98)7<;A7i1}ixP4??X103GwCScMUMW7=VIi1@k2@6#Ze;zqAh#MdBZR{T+(?B)e#m)(R?yCf00vAk2>tw{0_G4!M2fpLGTVZBF-b%9IIW|8n zPGgBWgydHO-}$GFu|JC_{4eAq^oQJh>?!*Y>W)?e<1Tlkx}V+lD%Bb*U&mZ!<9>{U z@)%Qskr%A*|4(HogdG=Z8LBzxPj33cjYiqYXdF_kx%$bT2jg^popWKmgYA%Tdwa}( z=zaYJ(}QqLAeXeM%Kj$d^dXaxzN7q@T)Xym@*^LviIf$ITqle#vuv0;_(%;w{Y$!nllwlkQ6*u-;;GQf46mCp{I~-|x|bBwT|I;wY6V+=b3 zrV1^u9mk=_9piHPJ8=H(pL6u`KG^Wp)g@7@l)(6Sf+;d(1!vw-?G}x$Ang}hec;#< zPDek<@j4R)Lm8j#tSpU?`g!6FVYnX#Y;t^*o&~}1)`P3uBY$!DTEfzi{R1$pbuoie zNCTTWgm1R2=3@7$!hOTZ=`h7S6LZ_<9uz0&dJgA(gMl~a!loQmaD1h2)${oz{yWxL z*lnbaJ@&utAK8jPO6g$fkef6Pa|qn{)^inF%zOftOWz>b`sLx~<^Axp`~JSE%W4D$ z*N-2W(|M4ztbFQeYA)u*J-=be(G5Afybca9CE`fUzF}6LRvb8>_jmCBe8EoeV=zcOj70*;n? zge}}O$7=h-fBDXE;jEVJ&1w5=7(V+hCUvJTP7Jht)z6B<7GO(YxEP3C7sGE@52nKS z`J>Kz@3z8R$jc|GV^ka{bWJKX*MyNPJ<{w|zc3ZWoKQFzuof!>V+|d(Y!{ueg;ywQPe}<5idNrcWQv8}Ip@R*J_3PZzp2b4`AD4K zQpofn&mYFwvh&aNPU0l5{_QccAxx4uIBUyPu|+;OZ^fGnR$E^~*~esTt21tIU5vp@ zb6}ih>9%I#)gS5GBCF5Q%=2lJoF~cyeiyFepUeRD?2j(R z3EYIvzYNxb@BZJSWs`pB_03*$ZT5gcnc%)fkq1EDVzy-u`xBrAzD;h>I))9VvF{DP zIpKmp3wy-L2yAfmPZ_xM0Xm9O@9t$`#b3=a%NoDKpo+(($er`L_&#@^r|qY;hvXvsS2o+ zQ?7SET*TSkf6rHF1>qEnWNx&x0MswjTRriQ1?t^9mW>NHp*zsl@_p$D(EbR&{d6B7 zWe<_TX6`)>|Jm~NkK|rlZGEQur6vJZ9w~_^Np>Syd*3Y+-@iy5_6rCpp>5_&#b9;o z8JLp4r9~)N#g?oeS0joQk(N#j5xM&jMz7G*r^uXxaoz!)sKbTO)jee5HAcdzxs`kS zDY`h!o6(k$XNOfKVU!#DkHC`9B7?NSCa0f&WIr8mk7KLMIgzjLLxY8#azzv z5ij-@QvXR4MUsq>@J;W<6}w+Zbf%l!u`>s{Ce#PAJ~U%#+sguu243iI6^@W3en)DN zLP)_wA)tN|kDi?w0ZP&I4yB3|MHUiQuh5TpoGlWb3_BZzgB#h$2wD*sdtK2*He4DO zEWhe+F>HtayCzLX`mP|MYfrJw^FEx{X?AzIGXbmIjbT?xyT#zPeP) z3nK;}{!kKGuDhzw7OTR);zyB?T>CYW)MVDYv)j2}&ZxI8YG} zkK!Dw{d1m`-B2<9x%7%uIdpYuhU&#Nf{({oWc^eSkaBJgNs_-|&Ghwg@`@$S@~;O9 z9Ad%Qj;<|}!y-6Q=a90L`30vH7c%Y`8*5wNEJ6L%C_Nf|NXXQr@Uus4R6;S~&h z&tuTr#)YFdMlN*3@&l3S=Ra-6E*$%BJD1R@RT!0+eKMo<1*jiMJ4R=^iV6^l=XqD3nm;d3I0ozgIV5h{STR*Ld!vx7pJO2p{Ye~ zg~>=8S~Tpo+V`|?`tj#1#ZWouuRd)XwXB8nWzMq1Ckj{?JH zI@Gj8JP&kGM2g?Z?#M$a*sOB>xSYa6YAOS64AVH93ntbcoRK9wBA zF6~9~fr?uf#?xRjLQae_^$2)F+wb@8ot)H1(!t|cypWAc zS>xXe69H1$rEP!Qw8p-og(SzPr*P(;%ddL5MJSWvXn5^F2VH7k4nDhG0!1b1N9TxB zxbo_QtoY^}l$gAseA&9m|Chwo|L|^J*KsmSkR%0@3GVrhj~8*~M1_~?!(XtpmA93u z>JE#!58C)BA93Kq)w$Rcp-_DMgJkAi8EE?2YceO^AEoq`F;i0xjfG&`q<*^$8_TRMi!Xc!FYd9^E~w34`*PyzqxLSZvIxTx9}^+ zV1m@=G|VL%&;L9fhI3crmcRK*V_dxTpwpdGIPUmdKbM6E2ko0%XnW@r8Q7h^vRh(~2xp5W59a^|G zO55av_Ju>NdUZHtQ0{MWXdLI>@9Z~xb_tf58opRGS7E=>m#cXyR@mko!sVLd2}^Hw z|1v6A#>vQ|efF$;kda}?%(wTkBD3=O{rUgpz?AOY-@~)NG1^+*wfOfeHbh=y)&Cl+#(=#SjFN@T^RY)kV~OY4G%Ou?zVnGjJobm|ay zPnbIa;v1|bsqfOUdV<+Tr?nARzwg`QTY3c>B+M^tbKphF$QNmerFra@dHP+!oCGz2 zhrQDllyOW(LSU<3K7rwR$$KLeR&4jVfA6xm1P&R6<+zutL4V`m+{e6L{JVSgN0?&= zR0xhqs&nhZ5U(t7{8qv4;ao0ef)`Avr|FQI_u> zkm#BYI!EYWK2gXru%H{~O)qMal%Bvym8g-l;sID)Eh#&gr32j?%hyA&0J@)v!O80# z*tj*jw>+pH`ZK*djc0jq%r#0@uVxhccTr}4Z`A`@aOas5dD&QddB~C5YEY5>_@&pi zf5|}Ye^Ec49tjl-JHBPib7SX;>_H31&3W4nSNSTdv2pT0%>U>D4aaTR-+29nkP(5g zV|oIR=XFw$PDBmK9$#V|oM=E5zXIAx^GJGVXj?eC56IVU^E+t(jP|nct@^8uG#1!V z%aMn)`Qy=k%2%<YpA#yTdZd7eMq%ZSAHd!m&uPvfG}y_)`nUDz*R)qjEW1CB{{ z`OM4yg~>Uu2l6?5FqZ-9^fd-Z(J0I@^&bXGoA}jv*;g?3&FOAMek(TeSiPnWCL$#= zEpYTddnC>Yo8(V~V804$hHM@O(0u)s7M{dI`)u#UGS$P-)4g>2#hW`|?%?s~st6Hj z>lf+Czaed zhoPgiRnR=Z0A`wgpJ@w=g5|Vq?dp5UIG&3YzuAG%u%PB9)0radO#hvx!~7dZBrngszZpxQ`}gsYXZ<$(u4Ei_&(H&>Xa_2djvR-c zc1c~sI)H(S3H2j+7C^Q7wAE8u21dv4WSiVP2m?2t{&LjYhP_N2O|f1&xODiQ=@geP z7A2Gsx`aYtG{>?r)FKF~5~<4)oQcq&bpO$mWD71fgmyhCGlJfd(I;%usxbOl;h)2f zKx{ELIJ@yY7uIe%%HE;4!60jTdNS*KnBK`vHkz}65mt@u<44}%FuS-@Y?u@*wB(FD zk@AC@rE3$5KCgjBkv~-sb{1;brV2kn15Pk?U)6BX23o-0l@cidEE5eJ&DebvnhxtR zTAn?O3rqEBT^5zlE*Vh}r>O!14Q7woS%+cVsfOR?=Qs|hJo?k|P7i5*fBw!I%0sVs z$hq~+1JUK5bFJdc5_X9_c#*o+ioIF%B~L_VF`RRIVag#U92qIR?xeVieOdn!IO;oq zr1$ySyu1*my^nLxx}b`rgueLtj5Zw7Za>LgvJJ^9%TK#s6yiis;TJxxLs(*PIp*cV zYgmCn^{4z>p>6IO<6GJz=qvG`KH4ga3&~|m4!*fiS>u96*DpiFdpiW-F)R+b?`gf+ ze|^W&$ffn6NUoBP*LD}i%n^fwLye{o60h;(1j|coX|0YMI{FspWBxmkc;XXwS^u&A zM5l&x3Q2}OpRPk6Pe+65nPO}(+3{mAIUVO3JvEfPe?w`za;jRm0?x)O1&mYrka~jn zna-|Ck#WcVp8|tiFqnM6*UOy`hE{vMdRr@CVP;p&`M)x-ynA{N{Zm^YKe?PBnD~OQ zh5fa0j0P9haS;-_rJRwbb(rI`tqFlHMC;oxLoZw>2Ggln`~uqaPq$VkYgih?Tf65E z;rgwv{>L?0*pPgc@tnfkv z6jKjxP6Gv;aKFv({X!Z^0#73LU!`L4@h&}SD{f3=s;p?Tj>WNS3b_VZPB18o|0P?b z5tzcISVL8{VgC8$!t6cwVXj$e$0gH$IN2=EQRuOOZJGOIL$}o+McJm+iG_v>2h1vV zs-M7d-cy466626E_M94Zx)|3cfZa!75SO={Kitjs1Nx&W_YWLx#3{0eQ-Rwrm};hb zsrU0UQo-hkCf8o*f8DTr@l`oaO4mNx8utR)HBWpayNBWMTdnr;zhc-F5f-N_@&gyE z{yo`xPZo!|x+o9lGNHfhe!#dj6;V#{ztA10A?ato&fN)fsC~3-8o*PAZCyiE{WSmLf13#a1f(;s_1FFk|dhWgxMyEOtGgN1`@HXu# z1jhb;99PXsggNWW^xL?!@vrbyHYtDusE4(wPu^XJ1z~q>F4k-yGe6*+xM2;G`^>6- zbQYlJ5hw zRoshRR^Nl836<8Sq2@SrsWXlx$QLTOcj=u8Is#b{_hqzAs<09+DBgQuk87U@j#8rX zxc0nhYv55)9K8PO@slmZ&=aUE_Qqiah+jo_pV8^V1*76tHqLD5woqobpFV?)Y36Qw z1+}2R{ok`GQAHU4m7Y%FONTmJPkXu0S1?boyMOIP1}-ih)oI+b3n@ic9B(SU2GV_3 zU(tm(P@eamNA2P&Qa)N+hSEuyl)|O?P=uvkvlMuOt5}TH;2?+ zat(qiQV@{Hl66>AE+@6K`!F<%>VL7EUICJNV<4-07_@zIY|7OM>dyi*my*fOA z-M=2Bc70F9G2XVn?>-z>WYRoBzigrcEx(rzr*?jV5hI_V@)uJ`yKhZ7NM8>l5$lJ{ z2lhc{&T5)qE)%AmXgdG&y)86sHLQw1!>vfacf*$c>_=>`PU!5GBSNR{)}~$m1>n$B z*MI2~g-AJ+XkWuy0&`)?S`XhuLEc#1cA-vT%&9PEbZWS*NFRIVUP{0aEUNpzOVrK7 zkzE(<9vOdxvFu^4x}^XD-RR>q;=P|R)-&YWv&9$3i2od_1`2W2NOu(eSYltumrn7I zFR)s7UmJHwJ~S0XXRoIxVSBHa*!y@pm=_vLH(}ikU%&NLt;;b2`M=RS#|J$zVT(?9 zEYm0KyHfE~e(5=m1|)cd#67{aj7Mi9&MCl@MfJG*D@j;w)sw#GxrF_l|GAL)_CP5y zb{A&(VT(6;DrPef9MdOzVI7*&OKtqc3Ee>u0{gMg=L(bfOri zP6ga;+3tl+!8G>4YauYWKU$()s}-A$|EHiX!j1zvzVhoA7jX0?Z6M-aKF*$?>#Gyb z1cyZqP&iJ;-rdR?+>7_I``Ud&M=M5LdZ_oG;@>Ts-nsMmSC>236+C|U8+R>|-&|fg ztoVSyB&l-QF+>^bJCmUz%o1+*|9JU3gN0(I1{H~pkpfXLQTAoPeA`v3JV{h?%` zpZ9$kQ`w!^=b3fWc)AgD|4ouZKICt5+L19GDJN`{3X!0M^TR^QiQN*j|G{8_+VA@F z{6IRWfPYj1apbu-;gOFj>U z9KXTp4O33tH!U#vsq||9x+p9*c9aQGg<#Bp`E2(yIiyhn+nxyNV5W~KgIAs{lJ{=i zy4y<c%Z3^*RTa_65Od$J9$k1MJg$=K>9dBd3aDgl7?H=uY zu!`OMi}tlxA5R&!WTC)pmR{7kH|sbjpR)d%vI|RZ9sQ&w!UPR*3c6yeI0*@F6zNqyu^EW)VdD$w_hTdpoHbTkV?|&1Nf7s0dKiqfw(6a_Jz22qyY_l~ zfgQ-A$9t!LZo_|^j;|B8J%wclt}^;E8WL|2;+D=|-pu>;q4&FZpl&>ZCe3^r78v(t zvWEPI0>iPy$M^L%``z!Y&`E#zYk*;8lK-&y?k#f}Unv}wq8rs7uYjI^V|L|Xy^t;O zr|6bhD$=&AO+WkO4l#P(5+`b};%K=J(b6ppn^x`~c=&P+$zsAw9Yyz%_QyjsZ09H} z(hEilhz1~0SEcl1@J*m)bIuog=t1xfh5Rh-D+H#qGjXJkL>T>-=ee-)6qX(+{MRn6 z1@V=T>Hm>nhd* zf&W6VJA~sz)MYaCj=Z+K!_Nz|CKA1&o?OstlDOsZpKZ|9Q{=C-`ToGJmHtO9Za8*k z^-jp6I~d=dtCV7r3H6efbdHoYVat5LxrwGYoHxFoa`j&oHqKV`6)WtAvFVfMQXVVV z+j0T=Z+ieyE9o%l&^PQgRh!T`%nQqmX)c<-#IdpJrd}gk9FCU@+!qmhi%nlG6dzH3 zBW2F(lXQ$K%$Lb9$YgE$*2OUSfmd0IbRwK@&!$%(6{+vs!}Fn~k;Ou*&kTbL=WWUY z5orsHgXqIGZ{knU`{Y<3}}8wtq4UahOGt$T*X>=W+b`R>|u8 z&Lki+d8)JR`3Y_HhX1IlkANIDGj}=Unj*d7Q1RK*S0MAS@NTiBE6|*H%i?GJU6}38 z3-dTsgXC}Ilidt@FqAuR>PFHKOys=SzdBq8W2C>c8>QV?|4M@V@p=i)tcm@sFA+vc znXAi<6eox{WyNzWRtL$NhC*96MsaTIZ&Ut#-*8l0G@Rl?!9mVE(O-6w*lORoQ|9tz zq+M0s(z=;HWY+ZcpT0_1C(L6~G(8S&-|4oBk>qgJZ0&K%^C`&JPriAmfEnuQeCu|8 zRs`~d$*k<+DVWy$xQ}WT2D4wKcNLHDVnf7mgr`RpEJ~}1FQi#xzBy6yNTDN;tUcWh zWTe9AwU|G-Dm+-c^W_dfvpd*vl(c`l^dt^4@l#e?)_~afWZLuK+d7z%} zz0x!-01GE2U8ZXEq1rOm{cH$3tj#@m73$c6DQ?9_g2=isdcR$|B)ty06$ z&TsWD+ZX6_mzw4*h{JA`l=&Np3lQmT{i@?tF!tCSx^4JG3|cSM4RC%>$1#W6vaO=? z*n2xz-7#+g7wPi6R|%DyTyksc&*2p$?P6UxDHj2al>4cj+kazjQ}RL4m-Mi{YcI=> z^fa8l!#NUWo&)`vS7R<_NaLU`|9VVU0FGtmf2J8QZ_e#n*GSJLED#H|$U8=YVGY5L zmS;B4v9tHW?{ zzIBI!EcnaezL6(3IPXsIa6jLG-^TALT^}oh;j};UOvUav(?U5Qdu|+N{|nX;@cIhv zSAUL&KRpO;K`R}at}?Jxbb~i=?^T@YSR`=O&EasN&BoC)@38OcYq~ul|6y-%Wy0B) zn?7?a|6HvY1t>-y+0~lQVdU0)&``b}%(_X{#=aHDW|zt5Z7alX*{Qnla9}t z9W(WDhBtj*lHqHd17b(Ch#0OZ+WGBaT7${$59}5+Pr~%dhsrnJ^gtCncEzqi4yx`B zE~Xml0ZF8{IDEVWhf9BK?~nbX$k=KVNK|Tu1vb^r`;0}{^yOcg;^(6{>Bb7DhW-^fym_4fhR}P5{vI1{L8*#*yVR_F~9@1EgUaSST zLHAsD#8)E+=<=?NR^(-anxB&8U-xvv%0>3?t*j>4%zE56_4X`Iy9m`ab424{_LU^@ zHx%e8;@eMqpa5+wUt)C%n4O1~~FV%8c{F$7)VcrFv4|`}1d{NUoZ7Szo}R{jbc{%Ve;(^{q3x#TeF) zks|#)gmC)Sb$oEa3}=OzvPZ+$At$qAHr6!_x<>LMC7tFKnNp89i9b>W+N6+*rC3J;K|lr6w+b$rtwNAvhhd2v=??YqX*&&{k>Q*uv_h3P+s9><^M zgM_Qwbe2g6Fdjc_AIm!ilqt=J%a@KKZSGc9s5%Suq;$EDi=rL}e9w>j*gN&k8Og|&B3 z7g@Ng$W|Qu*E!zA7@mP1VZye>(&IR=l67ishs7q(i`3Kxk8kFE)Tbg#Sx9zXx^2E& z4=2~pXX{49;<9IvSSp({_Ma7LEbYFJOB5DI_TB5S!gyfc<>3ifZ5F&D8hu2O{(aZe zWs_PUF17rKi(SFKvA3>XsTZ(6?-n6)&m3;tGI+`3Pz3z~Hh41U1x_v0`bzxV2V)Fs zp%4A~a8|;7P5*|HBEv(ex_=dII5DGg=+xI3816anOtvTk2Z&2dx{psnSt&~chfCvT zZtJ>QE({`Zpx@!@b8RFuA9AG^J`2q)ua(Ky)}eiC-=N%WDVQvI_-szV7n@X+jvB1g zK+Ow}Qj*tJMY_4%h61VIFlQ_KeIMy7c1)iZ9pmGGe^D)iJzFGT`uyrhO-3lv9#3h$ zI{gb*y|&oj_+E{J{Q5zGcHBsImg<=xPowAM$MOl&vQTo>edKWUPpmMQ$_Xf;U~}wL z3$^PUtb`eKcHlK!8GaEiSpNw-L=PIq{Ih^TWzzYQxXZZmVcluVHeF~~+ut6Za{$Pi zTWkX7U9o6^zp0To9n*x;oz93BP)-=v675INfT5i)V*g>ZRCV z^!U8gpehY!du?y*UOPcx_Gi+}H08zw!B4%r3_7swj_$4-uOH!%ad629@Fz*%|Ias;}JJeH81e1l4sGavgN9Hp&Hpqwi zQWdaNW!H$~E5MPAyjK>ndPuaJWp*&U0J9^NO##6KTwkZQQWTbIKGl0+YqVA1OPTVK8sso&7KW!O%&E=D|1K@b9lcvF*rdER;D|t^Ga< zCWQ|NbN!q}n(u?p;pT2QKNWT7op3nL^6K_pzdnd$->XL(+MZwlEnu(Ku{TIEaXWE_ z%??N1_lc8oQ_#-^_J00)3&^U+zXi2w;^dLYk2lZk!a1Ew3RN}!*mSkPQ%O4&itIg{ zBh}twgF=($D6tZ|_XgFec^2XzgWQ2XKZAj?Y^d)R>4y~Yi~iHBGX#c{OvT&kD*i{& zdB;=vzH!`)G>{O5RESDuLv$UaBxxfuDupsDDMcA6*_4&?&1_g%k#QY+@4b(8Y|e4) z`Sbhp{BfSwec#V@eLkP}>v`_yh9R|ob&T#m@n61t^z~qE>~!wBNOn62D+F2wtgGYF z_QvdwBx9Hwjhqb$+>b@nV}(wgVOXT;c_i#q(s6+qLj+_V4Ab0E7_oPD^F z02@zvBZ+~{xVF9GNHI?$_IW#JI9B&hV4T2wMbO>$gfdXx*H!)E4u%o;W4mH9bYMK*vg}4vJ(fK7 za9xqE#>&eJvePqxh!I)_A-8Ygh^2bG4WSVGUW*=?{VyI`pIHQG{!GIe^<(eeZq`*Z zDO;M`xE(s=jue{)IpfTIDxcefbC9V;apfqtfQj%?>ED*~IA$TIIyr*{c`=u) zZp>mD`Q@=Ml&{z-bIsFy32(ncf`;86eI zTiv>R>#xC7nLbah${QF+oW5^y!5ud~KV~MFox){~zfHj@#svD)YwxzqpT;~chBJrS zYOyot`)FV166AAEbe%lJjkE)P14PjeI1dHFjzWLG-O={6i$YT4!&DBSGz)w8n2-3RF?aa>Zbk}aR{}yK=w~~c8__9jwalZ>p+R+NWy{W(nW(Vh=!TbbPH>#sX#Wf($ zv7U@plZ5tuq5_@8UnuEhcV87gOJI2P*mvoCI;2fIHY@(81d}We&-#@8LE3I%g6uVG zSaYyG!gEj+Mp|k4j2MV5ue6nYtP8MrVD9|)b~Bi@8`xipoH#G~`2izKFj9olD&5pn z;D_Fo-47k=u>5jV)XmqtK&$y6>Qnv>LaODq!`gQYvF~LV$G4C@;=^s!2vGTU$VT3u z2l}|1-XH0^4?`pSRL>mPN~EiNB}m_tgiFOeCUMsdu{iwOrCpB-2@EaacSavuK(|%V zy25h-9LXpQvJra$wabyMJq$tEVVYID%P|yYZw-F$3FHUTyq1~oawRUP85JLxl!gVZ z3*(B`&baIx#G|Kr8d~!TTD^nofyRG{U*T;ozJsW2qQ^m)?d?fCdsz)eubUrOVxqv9 zX3o1a=59baEmWMU`xCkYAEt$TR728p74=&MM%b+TI4S$?V+b=Ykr~l!!m$ma?A{n< zSYA0r8J8eIQ(W9LrZYWA3sp|tqGJoqXZ);MPMpM%_n-P$xV;?*Rvrv@bdwY zlC4;!QFW|lJqamWb-i8$MWRQj9W`K44U70rDU$zw!@+=;;$PD@>ts|n@5aP79D8@+ zvx(hVm~@&u!#}P8)E{^4_KbAF(C!k(-&QO*uhY~8uaKV{9e+Rh3+x$W~VIL(%M{D=Ebn0F742zB{RVElPC^*Vhz4nHD1yA~}BWcx7H{GiP|W67Bu z9fdGn5%g%XUKBbduP@0yH-zCgdLKTxzlFt-y${$1gK*vQ!)+6MfomIz&OQf(F~i93 z!ynrMEI1X`vW0I4Zit*^(o4UF!(R5id(zaAbk*V4mfoXSMxWDmNp=uQ3|s?t38&zg z-wvt9%p{yPxXE+3-|7G7*1LZ)rs4Yj44&}`1FX#EO4dBPfsLQf3-{f8j6*N>UGBVG zOQ73#>iNvAOSp=}!US6$Ad8j1&UY$;g(a!h`gS#(I2iJ@Pj9nNrnbo3UttF_@5ED0 z(=NykReQi6FOGcy_4>CCDI#^-v%P}-@3CLJ^xF5fX2>sGNhx01%>CLmo>oU_IK%a( zra03XY0UdXF3D*k&1={D^AV2F7k6CmibNI!xkwM!*ZDy|xy=9LbyHZ7kecRXA|hqS z^N)E)Kf>Ug?-(P;CLhjUeyNbR2Xox?wRr=_U@(nwqt%>?z}QhP#>-cN(Prj3y9yI< z`4mOQM*j`eYZ>?ko&YJ5LQxE#=WxvSq;tLL0Fh;2r@^io8Vq4q=JyB> z=(&CLX2A0$?2&&IuyJY-{H3Nkxrh9KxIht3Jn#Tse5elZ-TR(Empp#v_>0YcyjnYc zZqvW05}Y4Wc5mi9VdGooMFTjNE=ju5C4hCGw!f)gdfzM ze_XIvBCtx#gjOz!!|cc4h6pcHq$Tr=mF1qqm!A!;k21Gni|+YYb)QBccZek9@4p4j zVH9K8Er+pj*>H>H_(2?br#|s%=oIuhcYJ!$-wV@2?js!DA~>q@zUTO2EylBOx{l3P z!9ei$&#m)KK-50_Tew;bhRc&q9AuA#8I#a1`QKNN=7_3aRSKc0v4&dd=mVrU_6rq` znV9|AO`}~q7?-$pd)K3W!)jaN-AkwbV4HHm{W`fujC1@K#8CDY#`t+}4rMjKLXf`6 zGA|wU$@FH+;$I@YX+uodhccYIv`3@k@o`AXT8cUncnq7Ae*OGwAcS#pj#HMx$B_J< z>-3tsgrMb1nbSCMm7Q7T-zz9kQ;+S9*Ts*u_dbO*?1O#=Zs)qu z02pbkb~fbl!nJei@uKAu*!J0A-GSK~2N8U(&N4#(8+vT0{f_IUuC?R4ldvz9GWA)$ z2`DT>`&L??LRrikfoVY@sQaMhfAzgP4stcb$B5YA{LjK?S2Os4TEQo#ZT%SLRik2W za%_c$Wx?0-MIJbD>#7;?aW4)vN0gt|Vu4bliHqwO2QcZrt6Kdv3vALcX8N{Zgg?~g z3}(0dfT7Bjch7r&L&eQpotGUV#4Wt{cy9Q<$Ied)L({(*fgt+kg1accE-wJ{*2K#mXducFko4YHW;El`l-*nm2 zKVkK1(`ea7D^lJO_4+x8`{Cs2?*%Gb7jgY&!AIl699UQOpsMu9X1`tsANOsR<}}VeGgr^+z6=8|*$d@znUUi7ra6kf8|#`} z^F@V5VRk;`DV=2}b~L9+1xKHSPSLGxS2k8K=2BV8RB|s48%K*LhSg#7Tb4T>;@@G? zDnqa9dNn+4W-U4RkRFQn*fQ@s+Kme@8LR|0hOp}N+sZ0x9bwzNr*%@y95yV-Yr5zy z!$ieCwhqb+;0oq5cc2x9Q_!)hFL zWfqg_i*`yGAHWis?|+sKHY4S7_q_|015ju8UxP{t8G3rI44eNbf=PbKWAlcb(5-4c zVqOvl^FL2kOq{C6z8ATpk^IkKal4k^X@ywq+j(VK(^wsAA8(!Y+T_3<-%mytxvyeV zsImZ)9SN3W_U44x9we~Rx_y=n#bHIS>1<@!8|WEd*c&u!hJPn_c#DWx<8s5V6;9(J z9J^Q}OdD{AwZim!?fr4E@J71pI{#-R-F29L^hpiU7shs<(N@N}MWMNYxQDP3Tq_iE zb`V;|yTo~G+i~Dg`x%q_FR=|zQ6eN9aqQUJ1))b@piez8@55aZ(C&XzJWjV0DDJiD zGi}B&sBSk`(Xj`;l-D`jKhh(a76H6lnsK4OvB~Xo0a7*OvlGHyp=m7qba<*4PP}&L z5{YBMravV2X}>I3iu?8CNDvih&v+;LD+`fGyd7%YHH^PDj`=s3AH@p$C+@^aXCl?Co!!&$0an*U1<_sHiDhboC-xg3CNezRInpnE2$B*6THc;J z26?lGy;SNOv2cKnRmu7wwp<(!yNql>^;!>^j@E~U;%zV4%bJv9jSNfz=srmuXwUEXxsqBGEVvnrDUid-> z-M~T-hX>MLciSoj?!|>{eZi0;@z7RnlJR06BQ#xqq&Z( z4ywVBv$4I{Q6`w()l`lNEHFxjkuH#YQ2LFf*Je)Jnf%?Rpa)h2 z&5v3JNkKz_z1jl(JW_9Fa(RFHg3TkbcjgriVCm?>u^{_Is3-Ish-A~kl}i$*^VCa_ zmMfm8_lqB?EuXhuT%7}w6yxKL#2FZ@EqZW@$^sKQ&Yb&)S>2{TyU$@E)r~ov2bxkv5^V<(|POdSR)sVu07z^@X-OXVq?8!ULy=~t@Y>Y z+X1Qk1Y6wFFYFKgb~h$3mcU~9e$XiU2DXh)#>ebZfFYS(`;J`&C=alJ@L)8&NN6aYXV1 zuYJoiAfBl%KDXTh#)Z0`|1f!gRF`Nj@8T&WOOAXDIGzdfRb5wVZuvvE+VtC`zhoTb z7?o}hn?~}vf3@``*RX$|-Q%9SwzxX`;oyGR1F#CYPLGUU!b-NwbDJ~m*jH&U&XO?! z9h|dNJwh$?F^SW^;WfcN?vO;=^NB#=KKN

#Kzf0VY;TsOIeWY%>-9vi(yvicM9 zpg8~X?EpiRGsUGHcb-kwlcN|OTg!KXzKLgdLYZkl;v`3W#PtA|R4Cg?3(&S45UDiK$&h3Yx zR?~-BiXjJDT|e)zFD!dswgU9`&}>}#Tw!cfKYN|$6AX##yLp*a;y@1P3#)q*uuT7{ zIk$iaExxCFrL#BtqB$w=m1ZDz(4lyrraS)e_`tk4mjWd+)$KmtUqFj0o3pXf7HFv^ zj}_-xK+09!hSW4hoLL={`z4l(4KI5x87TTd*Ffgf9(5t?=l`n7SD6IuU!DZh`}%Q;YUFx=LTUS&pDGRo*sq=<9#`QR1=t<8TdV8u_Q3`m)y_1se$!X zqe=&4C81#O!Jx=+H4M`i=U1deV@uWax~~Tr`vb}Hm@hzJ?)DD4CN_)XV;9R>og<*$ zi+Z8=rZ!YR@B1dq<_aT+()t25FTqFMrS~mr+)(hMX4`&kN9+{y`RtMAMW71|5BOju zgfu~2j*Wn999$mg-+k5#TmNMfpN>%>$D*D$UX}$*Iiz}AuG!%n2C#C94Bownu8VNP1jnZ*%PubmYHg=dZbo1J5P= zguE1B;pepm{r$c;o~$AHhx;q`ZM@wv`=Sy?q^l%y=!KA^|LgIar7ti*o;q;rSURq> zm$Ld_dxbOioRutXvvD9wr{Lw|G4u@Zk4`-p3-cVT43VaGFddop3<^v`FS&B@rxnrGlA@dDbp`X>wC7Q*aH>sINQ zF`U(PuzlJq4KoQWb5Ue=Xbx^tlNRBC@mGG;E0qY{gt!_kvcl2lqy6&4Wz3V*e`iF^ z#91@tSLf%a2+W?DaoX%_(5K-ZZtrmcJ99#UYCjF)n!pu0Ju6>a-{B?-PY>b5jvJtS zHw=dUY4g3jFA3BGx6fz1FokwuIwgtY*4TVXVXF4y6bv4bx;c?^funDKAnoi;s;LRUv4OqLx0efGv`34#^XGl+w=9Xi@go2x z)UV{|p85mj{mhIuOkM=G$SptqB@ba?ll1%02wt4-FVazW9Kx=n|8+Wg%E0i0WRAIN zPaFx=kh^|rvp=sL5N5o(0Qv9D&o)tqv9P=9tyZlYP^udH-|$_+uHW4|lVm?ZVzvv% zAMq*}rqh*Wz55f&R!kKBf3Dm>=AG5IlIL(`ukcghq+}co;>g!=Xu$!4FELF1&yixb z!|`iABQ{@?F7-ZG0aa?L3w!3*JY5beB6_PKMgBl;9O66Q?t)$YhhV=0^!rpga<0HLHok}6(|Cm@M{I|)moaCct9%c~fMIUS}QpzFH4@Dn4mca(o zwH4hN>N+rfC+mpy_eSVdDP89k2*i0_)!QWmE~JD9T3j95Nu&7A;GAiLJP+gb=houH28X+{c;H*YCkUw(&`7Z0^{9J`H8QH@>k z5@9$rJuH3Mrv;|}k}6a!R*)*Qvb~OOC$=Y|fcUf(%oII0GJKkVg^UtA+{(6NbWGlj z?-8ERnz2XAiz5lfWi9^*=SDzRL)d>;MWS#8;XAI#r^kx@{aIa0yhGTw z=SPsv`;*u;CB=Dy<0mwB`%2NwAT z;$lE7-?+*Wq_gg5KX~XZbY(Z5FwlPw^|TJPUspzPvPbyC&NNY|S2*n(8EuaP<-YfN z_7=d1IN{hu3INTxBvhB!2SaB-tUlE8 z_T!r*pbc6^n6#(jcHV^JXE~ zQ1^yK_Q)~}y~$`=IrjhW_tfVw?^J>bA&!%V7rw*9osL`=dlD??vKCg0l!9f*$bsb4 z5*$rUYf7}@#OCER#Un{E@FP)Rcx#0fZXCG(Adu^a7j1oj$Ow`9JCr%*GON$`sT>pDMeC19jJS=%y!`g4TauDDJvMM{Vx28_znBNq-%aw+3W+UBGntZCV+xN9Qm*2A@j$+()F*_ zxLoz;-Rr*ParIOuB_g@eby zx9>2uVej`1M)`|-afMm?!i~9JpfobwZmpZfA0i(5YK~W+)l!=^I#?Vc)qCOO3s#(! znLT;3brmKabF;{(!~$i&_mcUmw>aR{5;XaHH%#F71D%h(a4PP~))#qCH~E&w{KuVB zxH?H`ABv=d0lsJVnojZ}>GO`l)#zMsT5kHNVMPc19;Z%!-Ma-ktIK&skG+LdtB%hL zCAXl?{rSGEuwM=GfSN zU#3863s9>|@79iKV?#-P;|cDwK#|R3o@hOQ`70SL`yU;^`G>bO&Y6ipUsLz!q2iZV z)av8V$GQTeaUtdJ9{mT6Uskzx+?E595kYc8B@|l(11Jv=PUcb&O`-^J2mD#{DENHfW4G$N1DXA10e#KhuccoX|brxr+O=){{#zxPW*i6$Ck@L&D^?8eh)KJ`IXcd*K(l9emUU&-bXNI zxnA2zcLeHw$=)iP?0^!+tqzV}#?UOvIiY!-6^FylO5sEjMqJxR6v9v5C!HOR!cOrWf93GJO1jGrbr6_$i*SpwE+_5nzDzUQuN)RE)3_ z!w-4horAeHYf}e$FKBx`;LInOjzf32&P8{ZAW40frS|PxNRi{q4DPvzb*lsAH>BOM zPGOaL-tq^`eW^VAI{qn+J530h>ZxJ!yZcI|;axCx_4^AYMgtsdk$z3&w8j}#Jy#b- zNtpc>=ycN|AI5oOFRYGoK;?zGq&rN1UJ($_IPe=TNE)FUVfgUXu z$RwWEHF;McS5RGLUxYaH*Y$UhP8bmwx4e9M+{zE*q%V!2vnjMOP516!QGt zh`997{}|o37?{lo8oBsz2BwqW9bhV5h3?d&PHO~597yz7owj>~jaw3y^kyPpB(qpd z>eV}_IrE=}^fn}MwG>KfRY5sr z_ZS=335YUOv(;9Nf;FihMOWG7U{+j~PWNF5Ony(Uxn3#@v(p|@@jrvHvT0E=vSAWi z7}l-tvA%$1(TsXy-wZ_MzlN*lPhnH@{e4SQ)K*#1Ig}-AKQmu_Vu*X{imnUU;LQ(kBK>Gdd{*-OD6&rq&>Jx zSJ|*%ys>+M|B7l{$N=)x(lb}%I z_0no}Cyx9+L@z=!*wibXL^_qPK-od*XPUiFU@#e*Ukuud9WC0wk{XwxHC{YUK~5WK z3#EbkckaZc&@*9D7nX49WRJJ4pE^ut{^)Q@jKaRz%eVfr65!+BoALe^bTMmPy8p=& z8Kg41>U*oOLdjUJGei4R=%c@5B-i_kz;x{A9X8{5sM%2!TQX?{R5fmTW`e9Oc?>PhhQ6m)q6HhE2Dc(!5K(ke0IG z>CnXsBjJgnS0w*Hzo>18t)@6;$q8x=IRUoMo*QiL_y)tedjyJ%PQXy1(-lgFB=lcC zTl3la9LyhJw$*&JS!ZFIJ{S8;q4vScJG$-%aVY6V%?xKIth661)t$J6Q^sO>MDkIj zojA(()!-TA_uUUFT^omveFtM|s4S54OGrgoM;>V`1q@jxSx`n!(!4tz1XC9yZ;NvQ zR%KoDH9XXZ342qUn_qo^A(bN!KICWuKCN(gh|BQbt<1__uIHeW&{oB$!vTF`2AR9E zrZFL4-Kf+43-s)@+3BIVhT|uXC|htdVEDPc@o`+eu%yG)=_M%-Q)4E<51y98RHhi| z=AT2b6v5;v$Q}ce3BIbI&;P_>uNw{5XC`3v{MJ5)IydOetPaeo9wE?+dNvsycL%?) zKXVn~pK$u#Ww9f=marKguyrmJ7FAXi=WX(Ej6XiNXSXCSXsXG2kAB9*cdMV-Ka@e$ zPj(K?K_?u#9sOn{=N2?f-Kk?2{{uC=dV0dyn|)(_z3l7fEwExJ#ebu21^T#Wzup&q zilYg{{WFRv7$@E z>f-4h0{sut`@&zrIMe#!nq9UFP{zKwGe!M^d7I>HDam{+Z8}wLb!8BT2r~y|Md`6i z`A)Q=z+0?gx}cTmVGE-c6!zP(2C%T!qt~SR1e5I6Lw_+i!D^mA-+C_>W=Y%rQ8YxD zeb-*pGMosr-`BHVq^Uv6RM8Vs{8t#D-?rV1M!``tnMa*xK42wrj_u;PhuAu_Q={9c z76NuQtJ3yyzJJh`ta9(~TGcBtAp?k;o)3sogNz1z|hZ!;s8u7_ZV!{V0ke^SEuYAmhwx9K9oC*q@ypjJT`T&)v4?oy?!Ys_@zz5`&UR}yjn8F z%LP$0*(B8$Z?LIAsJO(J2S$8eh+nv<5384D_D7${1=5ygRTHslnA`K#tl}dPXWCaH zk}^ynM0&j}NPHS7m1lG&zR*F#r(bjjc@6=s7m<-m3x_67btEu$;EGu4+DbC$M(Pm9jIraZ@X{ZY-7F3+yDjc+Qs2xhbh@EObm;~)rs?OV%(qJOO zlxpr}iljw_9LXLgEbjihwB@NT){pmc3D}tfSCM4Fcb8At{W5g7G2Im;_h{ALuepb7 zj|>a=wyGdCV&_EqcpHxP27A6O7{ngAOtHitCt>#eHb_g|36vWGeyS~Wo7ZP4jg5_k zW(ay2s8|A1f)bW~mC@LoZ`;we+ytw2ue5q^bP?!l1AG~l!?E%Bc{S&BPh8<+T>GLG z2%UUhkL5RcYxqC%e@A;uArHO3yuQSjQevcq+O@t*iPM1&b z{^DHL5u1w@XNk<%Q1qU-jw9cuT4VDm*tKov_p7xpanXfNkXc<9sP-~DBTuBjipU#< z%7I+$8X)e^Or*lhrL)U|3bi;i#&GA&X(Ix|*k#F|ku%t!bi=md_WT}>VJ?8aLz=9|Q;J}4VI`=C z*$T&OMZWj8%EH<#IdH#rI#eDj_Wd>Z8fMdT`C0XeK$30< z&%{P{>{X~e;2mzWWSBcR7|+P$=&kWyy`6Q$0#PF zigX25-7|4(ZoMe1Nw6m zcdjy?#{uP;_rs16IDgjML2CIOCVtQ8FPw?QdSg$4JKq2ox3f*(b!fyH_Rn8sg6XjO z{LiOujA78_U*A4Y;XtyaV-TV8I2M{^KCu4Ri{(ZoHIGChhzvs1Cr9(Dp6 zoH9DO=u66mD%}OU7VdOho84|AtUrP6J$4G7)klHiJSbuO>?vkO1~5LO{=rMlPG=fz$^Q(aOLjvxb^b8t z&A6xF%XS=;*l{YB@imOso0Z6vH^X!eE6B!u%U+dn(pMIsPuV7lM)Su0kaJ>;GWA3{zXCh&LRB1D8U1QT{0^9J9;tWB0M_)M z-g4FYjl@Q~v=8GYF!Ct#_vyAYocyyC7j4UeopFjgbXYxcUWn}Wfaxo?e7@%W!j>N= zcBCZsm~F!e(kH?nk!tL_`z_Q#)Cgz#`Q0=>EE4D#->M5R?Zi26N{*A|5Bv}(X>c^r z3vOFCE5Fb;fl+H^v&yMENcv;HV{e%_&{Dtrx$W->-3RKP4mxvS2KSyEDHuP~V%Q&)ac*}vHeryvtuQ6MwfwV{M zHoJP|aV73*gAl0<%YTpjrvXlcEh#fM>USu@l9svkFli1Jg}GTyioC|bv~9an0s^6- zJb8y>q8{|u1b9czs$zCDPa$8lU_y1g!m>kB<)BgJvp$E7vRm!5;|A3YfV#C*guh5z=M ze{sY@)$73lrwjVqE1RipZKb1-_etKh9h4$K{Y@koEB zoIx9FdI!z2~fm7Hzn)N-N^)o_9L%m9=c$gmW0@@mCgD-cKmX}5fb*C zxuX?vJ%+gBc`%2$Rvb*-HqVil8A8ehZM)m$*I`EQ8fR5U1P;=_U+;}jf|ZuXNFXBzu0yng@R#c_>nHi37VBY7ff%P9zyP03{tW!;I|P(n<@ffd{(uSJ44w-;bQ!)VrnM3D#jWm|0G* zzn17hWH==u|6Z*YhC62G(75;kgDZU)1|IcsCuET)BcvMvmj;j~lnX zw@v}MN=GH?>SjIx!M)u}7jg2`Ng<`odZ^VZkUVnkHcYY9O0_*6!~Q!7T%CRIVA6tE z-En6ChZvVa@0#8O>b^G+WM_f{H9K6qvzKw{yszutu?d`csTStjdIhJS@$lRIl_oMP zouFwk$-p3+(1Q{3AzXf|&@(wX4#R?suMdPaLv>&B2tnu|CN32GocB40>&HJF-YtC; zC$bGg!`8*2!KA>+-Qo`x?ndIPqD?&<-EYscnZv0g3jc)f=i+deysYl`F`PT_VS0;x z41829Y#k4O50ua2!m5g_FryH^_h`wcZ(K{yDeic?p);+xU{mP&LX;7wSeIYC zGEs+-2jlxxIr3oOcYygZ^)oQ;G;!{FR}l^>opU(!+YF{spI3;c(8G{tNX={23~UY- z`Q`47Fn z8-^v5kA-4KwD4b_k>jmA0?x$0;Ybt~#*%;~@mtOr81q;7?(Q-pB-S>U%H`Yy${Q9; zczq9hosw>{o@m+B4OQlr?OTxM-3pXfT{w3&D_@aW9cJU3iwffsaM;$jx*|gA5t8DA=!w`@TyoHhM1psVVOO)r`$cOBD53I4L_vJAK}H4 zsLz86ycdC7%`EP{Q3ABL6ZPLRW0CSQ=ywcV6H-b#?>OAr4XlJ;Cqq3}zaVW4FD#4h`W|bX5mJ;ZLh#=E_4hq^#{3D>_k#RWS#x zTz*SoY5yYz%aa|@zujI}re_|=MXyy}6hDQzIB(&wH%>q{>buh`zZ(`Jmrq_(FWS^I zJCPATZz%jvYS=RWDUSYgAJP9xfWC}llFC z9rt6BNA6EirS~w&EWP!ax&-uL_uNYKJLu2!5j|7&5)(ui4PA4tLeCx9@BPwd*iTR& ziObf9`4_K#oqHw?#SJ%V?NpYqyW_w(RlgAjPG9IsiY^3F)1%luKXhO|@4q~O=%YBI z(b;x&gdaMK_dVX&FR(eE)SySE6FBB(vRk_8KF)~gS)>G}V~hFYr!V;0U?xD=jE;?$ zKpz_a!$iplmOj#*=|3)vGo2AY7bB0<`kZSmhq!TJ$6lq|&wOC%XK&lG^mQU*?h|f# zzH3N+IK3X4{R)0{uTxpV|hO_tIQSM#i#rk-uh14SpSXLB| z4!wa$dT`&0O|A;oN}dT#9J#ic`}R-G=h9=kZ0zN4nQ{cW!d}l`9(q8Hl%WO*cLFWU z#7iZV4zeZQ(i53=u(@xivX$*`>?_3p8N(aR+V^~Ogq zyLhbdWONg>%^lHyc+(pGnkvOyb3FqMUn0!evo?A7Q9Y-}>dQ@kIj_AwdW#!I{FYx#hrun;CEWrxFkKPPj&>~Z4u(I1MLYuGM1 zJ)+m8g%q0A{;gr2nEi%#!vW4?-$d!ZK9|2RzE!Seu3ipGXR90yt5+fa#GBSseFrRR zzf#}B`+-1rruFur9VXCqZJPlTW*T#G-Z1WeaV70^NPJbgfJw=+C`) zI)G0L7L{aJx6uzkkBW@Rd4@emomX@@ow0$7OHnV*f7-17><(4A){{tS`!cyV{Q`EH zv3qP+y$zKLCx0r$Eka|u{0J9 z7(BW=^`!b5PGn|8 ziAp&bjZYi&w^{~D)YilQEb?Jv%aatrHbLl#F*LW|Sp(}jK`)5)dtjjOKLtmR9vJsc z(^czP!HzGNx7kIQL-*3;;PXpS*k`^`DQbL!z_2h|&Q%zQ9TR=ccTdy+wfVSGzjXz4 zh#nK^x^f5C-rNsy{n-!e(~Hu>?$~r<yg2MY2s*S@3|Vi4 zV}B=i;Eb;gx3Yu{_L(qFHR&lqTi&;sVx4j5ixfZg@n{AXs*$Andv0UpzpWn&&)tPQ z)+`b@$U;aT~|GT z<&mGJH&R$}u?Lw*3Ok{%>wIB{Q85yODkifn>9MJj9DVuEb4aqePLXCh4NF3CCi`zM zL4V59f#%kIFiD!$o-s1Txr)Ds$kox175qjZ=#LV1rCwD#|Evc_&n?iE+h{?7!J&ai z*Dk>1!G~_!JfeW4XQkHliG;&9Q%XgQgMbL1cWx)S!kko#S(Dgjtn^xT;!mGIa_Flk zao4P&?>kkluhAQa`x}?1Kk7q6*xnPSc$vts?lm)IDFL)gJWjtO^q?T5b!{MM8A<#9 zt4>#QhsH0{k172;(2+ij1!=2Leb{|}aNGx=&eT*$y%)i0#^ilrijh#SW6pT&IU|v- zD)C2TQ4@BwYH`|cFCfrY=fy~H$YI9~+p@CCDu~TZ^YV{d&;qIL{XEDZ8>7fW!hU%nx zh86<7Y}(d6A2=c7UEIY9ZDXWGPgY0X;2_fD{r;1uWr*~edN1!k)P?2;&vHFu??B}h z2{wfn@mRp^ukh2N8b+T@2M~LP35AHm+J94g=S5prZExPK_!A zU5SjuV)Yi0j4KwPZ~FF7jehTo?Yt)#!^oCt<^< zy{E3T-NiCj0aaV??J#|jKWsHaaWnrYI-l{`38YUO4k|2LvG4tiK1?Px~X zHnSx7Cr|xsyQ+s-Wclzg&Og}jf?h4_PBji?>+JXE6odZVyiX(C=yCF*!t=r388Eo? z5Dl}LunjE|&~oMC@tSo{0qLri-d-{xAmp><9PPk&>`q(zv5uRtoAw zbMCq&GeQ^lhcm@||6p-Zao^#vQ#kzn7*|s14wxCa&|OdYf_+wQlk@hyPSA%3RhyE|$-kGg1b^d)}(2EFM7f+MZwLAhtk5tHSZv z-sqy?^huo>(;H&2n)`=Cl6DN+E9&f+G)-{qF@4eTxR*#RjQh03BLZd~E~_s}55U~k zAn(+uVeCk8BrL`W z_3WzN&*Ro{=3b+74W$qL5{TRH6+eK1S`E#oi8(-R?frejSQ3Z6*>tmLInM9`;}RSK&G+R)-TX*}CiiB2sgB%S8}`MP$OqQi&Y?K)z)LyHa~S%} zojYH7=|k(@t3~^U6QI<#DL4C2Ff`x$W*_w12Ua)@hg&^Hp!kYcoe9AW>!Lre7C1b@ zg>#f#CBJh>aZ|bS=6W*bh=fnPwmA)L>ysYOb<<(tx&^=UNIOpd{Q76{w=~RMcpq?l z@)VIpGO%v;MjtfDj0(PIdW^YZ({|EEG-x`NqBL4=foa_G5{lDKgxq0vbk*hqqW#ns-567C*)C94a=v`z`Y+ zjvS3O?;BXbAK|_qNK9La%=5F18V_iBT&9mm)QH2%QI0^Eq9pEI^w}yeULyGX!R}XwGTEv-lCw+tfXQH`Dw0#J?P6D!s~1G&7kqo=$MqCcEBy00J(9VhiGpa0ZE8h_=j z?4Bu@c|vXO7r6;8Wt}}Fju$XvsA9QW`9DlOk#YU-0s}6a=kqCL%iuKka`LWMmvPcy z8+rRt10WS1?{ax#h|LoIW5kpOT>hc6@HovEDfP)0WEe)V*v+H#Q;0GQQxE7F2)04n z&oaq37rAgf(50Kq_W)L6+P5jtK0}|C!Ew=mJ1}|wBK5xM3a)-G)m|BGf>wbB`*BHe zSlF_|-NdU1hnxM)SmR1@ZfGC|&%cI+^0@*1dLtaz*|s3_HyL~K{`^*G9mV$VJaI49 z`Cwo^HSgWg*GS$nzVAxB8B#Ti(`bL+LHp#>w7P$#*uQ0C)W5?Tr<|DvIe!&GA1(Zd zwdg_YjK6$y(BK+2yONt5y6wsm^g7-gVpuV~|%dKcBHCkEzRG_MGy5OE=Soa@uwQ%I)0 z$}M^!jiX<~j#fWR1JVia?;cqxFk<#I$;vpCNZ;{M@MjSx#@DVb$BpvBbmEhr8p{b# zkrsb)PIduE(pJ;1oP~h0g&o$)L?j2hotNRc3q5x943{r@!T@NU>9&c2ktmCBSIZfQ zi|z1!Dd_>zAKVKaOuJy@S%P{Azb*{z+A%!4IlhL&iFqO0gJAG$Vyn$(d6;Fpu*!a~ z4udDp#d%b566y9zz7%Hoie2eHrlX!*fr4(`TtT%&Ba3TCA1ON z_dFCe#b{>B_oY|_%lYEopKU47KXa{I^`IoK??`7l#yq;oWz?ZVhQ`=Xl_pjfw+AQG zzvU{>(If5HmC}lm5g;w@XY>u;%->Il;Tzn4fkvrKPVVKwrODfbc+ul9Xr`#KqB;X@ zlHD=&#lLYiU_7h+1_8(eX%FWne-pQwwMSIF%7MPY;kyM_q+w*gvI}L|1+#^2D6oE9 z#lL~pNs&E4Fd{Vb?u^MS3?8VD`z9_0BLc@_pT85qKNq7lBG?k3xb!56%qj<66s>To zn=JO#c*+@#I|6M>hVU?%2hf=J$sL=EP~vJXy{fbeh9p<=hqosqspZ9Z>Bm?smh)d} z2x@|~Hf6Qw7e0{qEG1XSMH1HHsT>K7&u~6xYQN-2GmJ{@EIS|@3e7A#FZ8a`aFJfT zW{|rB=QnOwD%;(FhR-R77OK^8I{&e#ww)i4Rik~2tFOY~;v=S4H&$Sgb1urjK>@4u z<+d?z$;Z0d*RqGTI9ac>ncEGV8IFzP zaELvB_$DW`k8C}0u}B*SpRoD*o8N`3IL}lstM?cu%wPW`_94_6@y2y>o`w;s&e8cj z+o5R2pLN-Y0xL`t5u8&p*rk+cPW^8HXXsd0OQu&KyKd&<$76Sq;{Ew2_4E>sjOSV~ zO(@-IFW9+{77=B7!DTfIlhBI3o7?0 z{Ix%#Nnnh~-D_$Z2h_KgVyB<`;DTkTZ1apNHnn{XFAAZVub08V?iodiYO;>qwom2clu95=`keNEK-aUu3ru+}jl+|I-`Q6h% z${|R$+O<#0+y?4yJPum%mxTTyeeoT1IXJWab#I$VD5RCXX*az07$*e>s7}L;P_uN* zqf;;p{yI(HvE6>RgFKe!vfGW20t0s(6Icv_X;Y#&3YO?**&Hquna2Y&v z3aIj5ch6MhVlj_|7c<8#98Rrc&Jt$BaVgJ*lV5ak+(Ng1T)!WimO}RP8Ome-xQJp`M z)-X1t%KzK&48hUcaX*?Bo)YO8C2~XKY+zb;p2wQ29~PJw3brVbFd+K(#cF>J%ve&*YZ|3Un zyw{h!mT|NxB=I$S5tP0YZ;xhujtz%+s)AT3I2V1ktFYM-$-jPZU$@A^@%Ml4rU$-< znIdkr@YJu+3QZ!+8{dG);=F@-{TU|b_>7mNq~Rb-`jpFoIhb2`rCl%V2tzUg(sH>? zNb6)95)4tpG1t42HKm?7U_E~;#pwe4TBvW=vSY%cO9ndp(KaxWQ(jP?>jdLUj%ONk zB4D_$d##gxnZUq$Xj&;v1X5PsU+0vcflo^wX8WFnVjKxWg*=&U#zfrIMLe*eWQMtoZ;}~?V z1ABtwIK)PZ>hjGThHi&z%6aB0&`;2s7t)nob{&qmnQ$=oJUJB z7AL@Lll#hcBUVg#elAJ0jtyp?=5{CF6^49@!dwNrGYc&L`6Vxmu zJS7P9r}aY$E`-9k7(r^=@NY~^E4n4s{{@zW%lT|(EwE2GsCq{F1T?hXazCTx55rZC zvv*H^LDJ)0<(>7mxS6_6`$WrP|E?V7iLK|Lxh0i8lcqsn3_Wpe&+|-JkGN;Ql=cm~ z4i=V5h|R-5H}j>n?alo>Z=5O)^g1{{zjy^KlGTa`3-3GcJ zXn`l7R6>wa^8NsjuQePSxEg?Y>i-UX;dzcVdSs#Ko4S~M^tsYox?=1t+@I81_!#=y zoVi1v--JxPFDwS7TW9v0p=a1niEh^>%-d3X&}q^ZR#RE_MvU*n!Y?x0nt2v* z!%H>Zva%O0e;jObdyLq;bCa3$({{?beGk z$Np@I7g3q-kvuh{bKG+b+X}Vb#46vwNsDWYew^Epa$B{3N5pQNS^BzfW{MwX`Tuf7 zg|EZPp-trsk%i%{-1)C!ui~7ksG0GU9LAWwo#$_zgZ{(EcQneC0EJ&~+3&zD?AT~H z5p4N~NFQ9-IJRdy_I=(McXxG%t~X|@uHh{@(J*$g!$u>HuL>fG4E zO`hlP*|qH)&a0bobDfpMrF5=4?G~Oe{QS#9_N+^|@G9DV*lYtSL35t5TAN(%<}2B# z$bhrSwQ=K3gVsneWOv>e+E~!;74nJ5vX4H zVNs`j1t%PGc3Zv}hlv2RyRTG(%NXRYHfcqmli&JW@S8C7^wZzX9v6d(g3;&P->e8* zm>9N&r?FytgTmF}zpr7qQh8s@)jK%LL*t!FIf|sL+BXkcvyk@GTK0#!Ew1ON`EQ|r zg0r4uMNbm0!NAt0NAj_~Q2jz}*@S!!`%EJ54YiYq%y+ofjDAI7|M_KE@#oqECON|- zxsD?V>eD2q*)KkcVVkxl$5`GAgnrO*xiy&#$unc zJ>S|^a9OZSgzLj9jy%iSAKCT@J|-l0{*g{OtZP zbob#80{zk2jrJBX^f%jr{!=%*XUAeZ& z(0XLQQYbeO#v7@!CUp!j`(r7-cgh(n%`al({A28xyv{w+SA`q=$Ang|Y{hxwJ#`&| zUD)<&Zr3>jTck;<>q+~&!iaK>pHavcq{;gH`rYk?Nk(#eI6Rh+CdB2earPiiE1Tc- zT^-u=i;J~iKe{7{RO8lQxrBLDf=ahX8p7=^A*9hRGYqrEen^CN9T+GwW zzYnGD`;QFo0<6^z-jUA}gWun&TrF`jfPRbVFOLTGU{aGR^K+RO8lKk~z1#H@x>YNQ zzu-GI?KjQ2L!XYMUyeula*CjuxAQJrtq~0IWGJ31T*dWs4dYZ-PnhW@Wchap;DAzI z0B!Fppru<#8^%UJpZr1?YbXnr1x%UlmP6)QYa&wgg67$s`+pZlUvTf{+oQWsm zL{m4nw}uF`eHA_Qq;NlWZ1KL@zMTdGJm-D>RF=SkwAatMdQPOVKRqFD_X;N+f}eQ3 zSi{_U84?h-|L!snLHITcDA4Sc<#r zFAR(wbG~A}f>Q_IIe+Tag<;t@wff(aprfW~HtUTR3|u4nB(2!PNM9&J)$cpl!RuuI z#CaTwW4X*Ftz>XaI&nvM#1et&=t%5@0Y8u~)}Ei;a}ElQ^B(%iHxDZ-y$6L}9e}>= z+4fKUf|z?j&UU`awh2vqR60 zZH1vgCMDa1DV*KmQ=yP~8q+v6`xD=Y;*zt1=w96mxOR%c^M;HglJa?PPuZP-zVpIH zRgbt}?6hb11quty_J0Ut+vK}xve{F;UQUenXuWml*&@;oo;SSu*%Zb|r!W6B$iacA z{N?xpAsnlp)VFiI0XlSaUqbGr;JDX|1mesf)=Lb%bAK(4&D-g2HbW%li+zm!wzvf3 z1>)5#?g%L66#dMq^c{OX3krW(a>b!H%|QzOr8sw$V3Djv55GQVtCGuXVMwQ)<8UDh zJcxbCE#9&K^Zaf?A!FZwYOK{s4Sxkq`|}JF*Saw!^4VkG>H9EDF1Nd=lMc%+SA%I& z#WxyQa@i8}SmwX~z;PVg3kY|_ zwf@0Kob3~*iTF+Z5Q-N~3WNE=fOL1aOc*tpIxR%CHb)~$lrvH0KGZsNh|0H_f>TF0c`MZteHleVWX!Cy)t_N zj=Qw$b`562(6>mJ4og;;d=bc%sTm9u-gmLPBcI{qTkEyYHD{suOkM}W-%T!&m@43i z*~~wmFYo-bd-JznaM2x`Nf@{Py{kuX7&cN4hJnEz=ww+8zi9Fm2anMS@|{?OS)1_L5D~xlAl9-FM)t^bt(*>bYm8^bekN zt`UY;q@kJphskKuPaGg04M^MVi4EnC3?FUt0CEInMlmxN$)7G{y6rfJMXZt;Y**ex z_2BWKE4#X2=1Br!=`S75IGvdqG~I!}E!SdHLj18ofBJGF=Tj&niKu#+?Z#25?jLu8 z_;EaweY_==1?HZAc{^GsfmCbG>rB_Xp|MX6@}#yv&ygQCL&}cOf6;*Vbagy*)e@q@ zGmD_&0vQJ`4MX?ig5M%;9x%DLYU{(m&HG(2cuAt~01O({2U_IBLR+=awOiV0SYaCW z?~#Nkbe20v+^}ZB-@3^zM^5g8nS9szZt5xwq#RJo2@=JrQ2Xk^((?os`g^-%>)3%d zdHmt^xdsBGn)Y$A8>T=yJn=~*!T?5gMn2+B(1)=fZ`+Ev|KK2#_VLaMVHo@GX8ZGV zdN6KxQKZFvA2jX0xm}$)k2CqwRnq$U)ck$>UE+W>2tjoQ>8;`X6o~05SAEEYJwtlLD9L_!) z-2XKB6BaTg>7LpijdP2uN~gv8FqP_%(l7D>sA?mr0x#d-oco{@!^$wmR%r0DiO9m} z$`WfN^FJI{e5`xvTrv#C=eqKcBjC^PO7G@_#z-sXwJ~MgP+Onjur{-2P_iQILe2J~MJy1nt?7Mt6 zh@q9hsBufTndl2c0|y0*?ImzZE_=G>c^Skt2I@4r^&rhs`TBtPO;~&C7d?boN&;RC`b7=~O24)cX`1XY9a{&p&-r+aqzH ziPeN8GKoJjBfUJR=8$V4DF5ZEAoe#G-o$KqoQ<6iukzjonU~)6O|N$YnLSk2_L)5t z?{avr!}$*=ls|mFKY!wa%;7^U>wkfI|FNDQn+Yag(>AdomP0Y`FUqIgTG%GoT=}VN z3afmKZ|-+`hKag9hdEa*A!o6E2UB|n4%uyW6IxgxFrEA8#L=pbgC4tME4~$CQM=5J zC%MYdW5Jvdz<(Tj`A9p;GwWf1v{jM${4`Dt$N%_Mum|h+eot$A5RNnM8xHTd3@}^t zJYUq&&AQJf)f`tikDm|8$ee5X1k*Qn@7378x&Dt1xL*9(488*a?=yMak-DzzaP{9D z&N6)5m2^!F|Fu-b)jZ_Dg=go!T)3`-ZLuzo_n5E3bTor#JsLx_qE(cHZ5WY`mDlXX zjs_%WoUCQ1Il$_b#)u};RRW{AgowzFC}=k5>bo`i1%~dwo#>OQgb|0O97^;9XzEUN zvxGstuT>ts-t3EL z+-#YeW0pT*Da|eVpOEK|Z4RA2gmmkx!qy z7s(U(|H}UTgtTlr+hhCnp*300GS%%J&IWA#dOghz3XOEHoyxxmBW&{Ym6zf%vG|7h zGC>#mrw$wa%MZj^m#Y+KS9NHJSzi&^%7EiDv8`qg8DVldM@??84Hkd@qWVe26()nr zh~$+Z_-DA&Vz!wP`o?+d{UQ@Fql z6wz<*i*x|9ZU#Dwj@#hIog1b#E%n&MX8mZgGZq?HxgK`QKY>|V6J_HJLY4i8edVs= zP!!@YzCU9C0+?@?+P+JJe%-U)9V|;Q_Gu$C+(r&2POdRA-Ofk6qR~b>eSknW!SkAF zqX+vB(&1Uxoj~51;WT?V5@_Y#Uvsys!xGcZbK?Xd3=$068wOPbx<5DVugaRhfb=)z zOjQf0xo8|0xrYx)fmh=?={j&JefVOlKX`jX(DD45~f>o({yjs1&k{f;x| zVdY?`(%fDbT%*$`f4eq@lsEO-C3TIkk^R;^?iUg3h1cU+91VfIZ5>ALaAD_-62alB zWSr;IN_sl=4JXCd8(d_aaLlng^mM@tEJ)H1JDW+s0-cY6$DAvWZ6X5HVqd~={`-_4 zq*qv$b1&=Q*$c4r*EgXy^*%U97PSZcOo#Ry*_G;wZ7@*5|512Q9!Jf-GBvN319kp9 z>xW_nEWCFu*RC0mKr(3O1%VuHV-|80%!a{4u);h6pE<#|%_@udk|kXPFaA?NdY| zpOj-|Zj8n7g9+%T?U44E7=zjfCx<=r{*W`Nwf$+BDvllOd{I7-g^MY!Zr*Q#plsaV zH0{b5l2YbcoK!Wipue9*Gl7P)r;gghZ0EyP&(C=#X8gFC$esKBN*ZLgN^X;@F~mic zzaKy3AA>xPq+iDi8ga>Y3?;^QZ*piO;aWCg`-?Z1`Z~R!wYQ^eKv@Z=Pl+&mk!^?k z<>o{}fU2f2suh^WWd9U`$U6}D~y-D|19|n8*SU&%; z#jLQyC?56#z zZ(^lN&%a(2F7EmRzD@*zrSal(|? z+l%?UWE{^|Ra=r0A<)~ociY`4L8|<%%SZHY66tIXs|{Sb2h+r)-wPI}VctoYV0gm; zsp{t+z3o1ZfA6i>df&ktf}RpLe2%lR;GvwfDqTMcLSqrm9F za$F ziE4`d-;XK1#bg|0)ps8aP>1znY<~OC+8|A;j?#Tv6{rQ57`ln^NTzi)+|^CMK!X%n z;wyQa%DB8kn&&7so!IO|x7RrT->;`S+)r@2xZ$$HJDdZOjWFjcOh20QxHxTd{HtI3_)Z~gIEhtV;o7W!5jIH^J2Dj5ahuIEOyfwc zzoE6XBxd(d4_*3Lh^>W;>b>vMuz-XTbcX_fJjdH;#BmR2Q@mvBZMJUu#l>$lVH!+a zEhswjP8m{)Vtk$L&fwyKS5K_!4`F|M(?NdL2RIsiKryZAF|Lj$aJmH{%w7|r6<#ui z#&oGl-VApfuKsB#&A9<&(_OdvWnW^e&(`G6I;}X*K5*aIH3}*Y8hZVU8N{CUOO%ph z1~A0&Z+-r;3XWRrSUy84M2g9Vwm|a({3EC`JMRz!%T6lyo<)@5#K40+YKa<1e!(sn zw?_;nWsKaQeoxv}}%of*bQB3lOZDPeX#J@U{4|QWh^ENzq#o=1=R+fmvuz@v{EDHMpgOUscd;d@@3t8(-m+r+S{!>?X3)evE8T@uaRRFqO`aF6_hjE~e@1Zws z2}!cv++BxzvFw9ULI$A#XcsnE1pO~zb#Ti=;gxMzO0w9_&y|LgcRxDKIyB*`_>x#w zXe}ot*^Z)1LMrRYhV_V>4 zSDefzn0zfERmUNVZC!&TB}rREZJX2@j=xCtK3BZJeFoar%UGV?l7SBIj&OsF(>PLO zYCmXy9Q(yj-(5Z}1g#zw(cCBr1!_jRUk^WnOr~T0_J^&ZUMH`ttZ5xq>S+OYF6BV) zS-pJ?+S_q`Pt;fH!Rtto%$?thj!1o8t)`S1g?Wq?^eX<3iS+uzHLn6%p^!IE^8KAF z1csv~nwNPpp+4yG&Pk=0P~T@k^X7tfnEB)fE@miEiq^eH+IzSWeaqN#miZP z4n@Jx&R!^ZWA-9+hi~uMBaj7SMb@V0-m~MJlYGsaSEpg|xAXFl;a#BIk+wOpmyBeK z!Sa&_juPo>9;7~NV8V?Tr`d<9C6MTJgnhlw6g#r^6?q)lk1=fFd01aNA=h8bfrWC#Y#vhIq5R1Br=0sTK;hFm`tI2_ zn3Ofw3)`;>9jYN0mORyG!M|dl&i^bBx|-7-MIV(OnLDDOlnd za3RQz!T?jZ^^HIxuB7L`JASbl2izL+g(;Fa`i!StIW-?foz|oXX|33KT46f!7~iIk z^%bpOO+w$EjjAAOJ`PxM=W4s0f$ko!9vzd5K+`<@_N506Mn?V-uUKp2z?I-Z=WIo& z5A5#y{lpoo9R%q3`FiooSjV22in};lU^Td*QLS z1=ls4pYj-6Q`-Zzw)}seQ<9P5KjO`Cj)3Hd;|}r?6m0DiyF0?*4itWW;mm*2&|=$M z(b3g|iIGBP>(_Ik`2zh}iG>jY-6ukVLH23vPtHGi$43CCzCK#~`n3ku&Nwu?C`iM6 z;^~`bR&U`*Rnfs=6B1-5Cy2#}A{1^DZ!kC^hotxErm}p8aDddI?eDnh_CtN}=eum-PV~dBCj3M$2_*R`F{Y6qjC zQvEyl3$Xm)2Y1dif9xGT!*P(U1Daa&6}i6oA^F3Q73C-^P`H&(ji^&_@X|`I(b)*7 z3{m6ze$x<^6suD`rPr}ZlP4$qT_G&&_A0%lC5F>{sjO2YY1nk?>|k_7IMgmHSFygX zgb~3PKLZ=(VBGVrXN^uB5I@lWJ0EKX3palPPlg_L(aLHodLn^(XzDs~&SG<2i%+?- z+`vrFH80QTCK$APcQ%RN3|kpIZ=W2ShUG`+=g&=EKyqwsUy#QC_xH*eTP1hGcmG&} z?Gxol-P8QST>lJ|zA@fq%a8$cYyFx39r3{iJ^JIP5P&XV?V!4n?=5d z#{Ip1&!&&S%KgXZ(g!DSfTosfIQkvyAHGW6P_Y6>IgyO-i&O&Ry)@|$q%@dF2)h`| zM}fpuVfD|KDKNdpdidSA4$frWv2q-C$Jz3Q^n>MFVEl-wud>k+l=EI%V;K>^nQ0p) zHnT@WdfstU9gj!QaTLF3DgqC^GB$*KqmfSzru1B8^SJr7YI3otFIdZT=!PF(N}dpbQHSoEsG=S= zJIE|W^EzQ4Pd}R9<$%U#i*FOn7{S8yazl#I6I?P8zTubh9Oggw-rMjW$LIRPQHNIf zvEh5h-c(O2kQ$g6+jedGDmhs!+D8}HBa2ofez9WDoWiii7Eu`ga_0Ddg(2|AzC3MP zg3hL{pQDxBJd9HcgnGtpH0;~UG%wdKf&E6cVjMvw&=lxPIQ4W0nj%hqNEfh0a_dVM z9vvrGWfJbbZnvrLkH_+ePr{%u!F#69MGNP{K{q%`5U9th&)$(g3<)2->@ILjVf#)A zhJOTrwXkO`56&~d;yiw;Tg{&H!d#lfPgn0tW1h(AIJ*$uP5vNpZ{}6HL z+^)UzZw6sj*^IvYm>ZNomdN-?JA!@6d#nQVCZOfPn?cX6C8#_0_^XJNK9+i;F|&Sk0Q;jhZJD)+hRAv zmnj^+|8(e+Q7yEpzIvPL-iH6))P)QlyNcr;r3VDqtuf`$rMt~ZQb-C?neok6K3v*LT(gJF_IGktkNLT0vk{hfzQ@Rszd9o&%`EV(; z6-&Gt-qgdUw#)nF1>14ZyKPu6#~sQA?sOXo>0_U_%0r^7Buu3;iv3XOgywB=xrQ54 z(EUt1JoTF~OmEkfrEWciQ_F83>&z!ZWM0fJ<$=xI8L@B9ZC(U(vqyt6!XIHf-^Lfe ziUJr-(2m%5(*Y<4ex2gn&IM$Ko7?EMbfJSYRVXlL4FiAOkIrWA08gdBbIMWIVeag& z)|{ZbIL~pKU<6Uvb?3sc_#zJuM<CHlF4EZ3xGZ9(@fTyB zS;S~C&{}xh#mi4%4f7ed>Hc@P%#zLUM7I;0szsG+hdpr3D(Az#>_uD}va1=@oyQ*W z>pTBhtwVLi)|6mtdZ_=YnUfV<0!#7#r8sHuL3@>v)S;dXSlrsO)DwIQd!rncPk*k! z2|?p}gSuSo6kJ>vw4}%8(zbGH^#hzOpbdKq><5~@L(li=Com|~5&7~^73O|ZGq*N> z40ShiO-7$RfQ6Iku1D8Mo4kB(ms98&D2zMD7B1z4i;FMC8-00T;A^IDjp7y{iE8f5 zlzNV>0n~SfnwM}gXx}dnhf0|KOgtQ@coWw|lDf-fzT)`rv0d*6dGUJ&m+pYOB=i`# z{^Q{P3qzN)=90fm;y~oq5|=h1B17}32B)8N1SSbO_au5h7&ef2US#))K(}0@@lHq_ z$Au<7^Rk_QQK@w_;oB>yX=R;{Lnn?TBuID4i z4ATyBSIVn1q2=EE#xJphQ1|&H)3eqZpcDl!e|yG))R!;Td1RYmVK(lO*u^=V^tXBD zb=e-e3)N&ODw43UuH&$FjErlqbw0!JJkDlS9ygBo0gW@9+j+nlh7-iETd-Y&Avb9k zONpQOXF_5Jhhid<0(~`^WZI#RS#YNF=vkm@+#ieAIt?u^RSqz08OK!jlRt)QrLn>2 zgKOA_U630n%9zf=jWd<+bUN$EwLOmMs_mK4S{Yca^S0IY z_H*!WVhrS;yNL})3v!QS`2w-ehN#Q&2*+G)I4i0O(XaBjo=jj9^i}!%Gl?I9@}r-UWV1>;sfkwWnplB>eZn) zUW6SoXQird_2GnD75)1aFKjZ|mU(*M4-U7O1dUAJ0H28Lg0X~0g?9;DsaEs>OOer~>3Gs@m)69Uui>znQovw#r+W8&a2^1nj zCSKXPMuoANCt7SXdN8gU{_t&0KFkah8T<2&LDqkQt6_J)Avua=MJIbZOl*_j85AnO zur`x1n$jmM7lw9lkFnCno__30HY5MzyovQu2`4=T zj9`JWq%&8p0cRLCBEL*35*Y>twsJdp;$kAFM&XgI*u}sc(KogNorYFtpC7)1H0F{$ z>C0k3X5_ngL5F~gr{>N^K468M*B^y%Ga``w8$T_+s1MY3XOc^4IMi_^!J_|ctK(Gkp(DrUYW?pTY_R87JVkBB2GP5BG$rV;y4ayf{pl`jCLf$;?J9+2 zW?izI>lAE+wGDTrKY%}u4l~OndT0}n`gzus?=glAOcL?^6w-yPog!wB&g4RxtkT!5l~Yr6T< zUmOxNbGXE&gcTm+Z=FqOoBS9n!?HMlzt8VEAg}5U4d--=kM~Doleem_(?bIsO?$lB z(Bp@FZSnsao+==j_hV(4StAzd?7o)$?jBP8|J59t{10mvbQAOYx59*z(O*;5OVA?n z@#auXA{Mfn-uGX+hNE+TT_ekekZkYxC&Q)zr!1VOymWWKLh=P>QK1c(Tjj7(-8Bqr zvWAKOe-CtI|LqB$xdTvlh~(V7u@y#weR&5&zQP!-PHG{49DkNX`rTl7KxDqTYx`M# z2V5xnRVSbk0kf7~y)Px$k)qQ}vgWtNnR@Dx{NHZ2bah8XsLF>Hkr5-tkoZe;l{TY)XV85u&|$BNdf0Dr8f}H&Ie34P=xwWF(no zC9-9{uf6x)FS_r}LW6bIEmN;dQj;@tkv%AfA~LWk+Z+U}ogK;=L9w@x7x8m_Hr*gX3QE3=VW z4aB$5NbjYWtu+D5$zhJB%yO8zW-rcYXMiIYk3K9nr^3J;tE&pbuVHB$>!rO?JP_6S z)M1}h6O64(uoIlJky`39oZ%da8B9?fa%qe>=yG)R;deHmY+v-KVYa{;ehcP(D=x5j zz)#&8V}Z<6t|@fkAA#M6kN3ilA3&Lsc1$K+#6?0Od*Xp&SSZPUZq=XwJ(+4-$7ZyU z+C7uX+dhP?LBaIoJ0D?9ox#3v@GMZ(Lf_4e>f!QY98+-EIDvlu&t6WaSXlf#le##> zzS&K4x7azue=_x7#0V%a>gYA=S(FWUvp z8?V5DSyCN_>;>A9?U~|V>T%v;PaNxdJ9x|=NQute2a{%g|6DeGywXH0%Pv&v;gtz_k=~D{y z^g*eS&Hm8U{E?&3cLuc2{0{Tx*@{);#APG7aikTS_x;zpMS+2}Win~v1(YwiRr9b6 z66mz-e%8I=#cp=3@R!01u>NbfB;fT8Xd4Ze`gwONjHV4)dvNW+f$}T$!aV#AWC}if4n7%NMU55u9mO4G5 zU-;KbxzKj_CQ;H=`zQ?>rY-h-{PY@H-hJh``RxPFcMI-1H-8RionyFdN;P3Vu{Dn12f?`t7<6!*_#c{_r?sZGYbUa4YLl9?A=bOFC zu7Q>~Ixhx)8<^!y+O{5j6Bih(GEey2#nv-&4(I%L!{Bi-Z>?W{aO~TfmHqi&xY(xR zbyHFfNi0;h(QRDNFW%-Ld_Eic!eTXs8{4-nuux2*__9j{E+%|(Vg%)49Ip> z@(#mKv38N?z}>_LFw|V+6Kj`%sqfR?<(~)l8^e|$WI;w%c2+YpWKeDH<;_#sl7Z|R% z;oyNWe}1`7I3sUkEdOBw`o07#&-eR5!x#Cx2Q)t+Nm_jSR{HlidoWRIIAIl5Zb>AZ zl;eQ5YYZ3aLQcY5|FlTP&BrhyY&o1zWQwcC7ge0uUto7f+(LDB5R4TbdR412fvrCK zxT-w2K)n(dw+a0*EU9GVpVj1msK6niFwGAzXL3RQ`L(Aw{Wsva=L!=JUfP+lh2bI8 z&)jYs5PXJnK`X|cBc|9Jeoi8M#F#)wA6(Du_5|YhJ2*Jmk3n1B=cuF$Ke1jcZH}IZgHOxYqt=Fy6jb|}{h%6tx=Hn2O6K8t=@KwhQx{Ie5d8wVNyuw zzG(S6^dyAIzZ^QV$-#;)CgoN@oBq2z*7XVU1do5Yzo7;LJzoDI_K=Kg+Q#V zx8W7s;)w094f#b@s5q)-7XO{viR3H#2{+g6f#T;<`<6-%e?&O~zYRrc(1)tG ze++KmI&G{O=V2g!nr}s)0UJ+!wHJ)i$Kil#Yj4KgI5Mm<%u^MO4eGZ{geQ!k zne|8O&0B-8oaw2>y37YtK4uz;FRmd89$ys{1!y%E9Db3Uf3x4o?t&tBQ(DkuRd?~eub-KG21(hyXT;4J3{*DY?o#J`+8Frf- zzo??c`V5Mrq(c(6^WiWTn=+ZE15}MIm`wQJnlPqYPcyLuD&_-eGHFet^DbKeQbT&}g2F z#9`s-zDKVLp+s!RR=8UQmuJp!iB8I3n?sc$Bbf}Vw*-v*9gCpno~w(4hCDVtp3W&3 zm4G>M^S)4ZUbK<6%%~Uv1D@#QRf+KFV%fFTr_}<42cZ^ zVW(i}(yuy#&IZm$y`J_GGl3W<`c;$9Cy?~zMQ8TGD>zsCZ2a5$9vEY7ENO^JhZ(AK z7sYEAjxAF)-1fYM>GbPwn2n@h@d1m;HG^$f9h1peaCia-%GQi?q8tcxc8Y?trrI!= zHrVHU*bo;k;?c+PEm)|(TRK*+3q$w!r(P7?4>j*w27aVS;(9*coC%XIc9_4rM-{pN z?Pk%zoMW1h)%kVU^hFMqh00zKnmP?_e~NprbYx)?gONW6V;ZzvkN)$Ei35-(dGJFv z4cxcs_XVnP!)!>#zi^csIJxglCvk`Z6KX-_cAFeE!TZ^p^Sc$0S($@+1xj(uH#_Op zVP~MVjN2$Xm_e^s%(Cj-I1Z}_Zr$kjMN(rld+1pkoO!PMQuid?rU%}5@s;f@=2rfv z8uT|1I&Oz0C1&r#?rR+3{Zvhy4T)Y(yZ#7+7mP&$fN$!P*FOHkuw1SzB-= zcskx#^$9f9hoQ}fa2Oc8UzKMx4F4+gcN834z%e65LYUhi4E;EKY=8R$oXczfbn4?y zXjJ4r|EuELJ__XC>tP&mkEe#)X5X%FK*bj7c z)xr7S4AtpVCt!HX-X*zyE+k2wu;=Se!`w?YR-$S%uv*JoHfy{S>$7%F9#V3{aZBC1 zhlMhs!nP)2$yy1Pu1;xszq^Wy`d_&wkG{uZ?%>#@D0^JumA|aDwLpQX{6Xw&&|_Ha z^35Dyy9vY-$(2)Iq+qgG>1hXMm=oF{4GP zcVT$Ay;E(`76ygX8Uu{ZL%-U(XpopLjvVBDew~>ChW~lBtvel4U~vpocaPwPw*O?) z*#8;=>Atl=@M0>&5N}<~ZY9G;p!DAMByZ^Zwr{Wa%qJ*`%S}rN|A9?%=Zp5zZD1?o zqWht}2O;epuaODqGE6S>ZVgq_RiI~APvQ(7LrVTvi)o%|Y>x4Ht$95dTbJl|jvuFD zd-)foPVsVVFR;+_pqGWw;`TaI9tr$0Cc?a5cMfWe8D*)TXK}obg*LZc0lwV*<{G2< z04p6iR;7=H*7u1VEC(URF}OX)ag~y|9gQ+ho(xw!9e%Vkk!^YqBd1VBF zQAyF7yyr1A88_Qg4v645MDoPl_yENEYdJsy=a_DR@2dA#WrS`6=r>8f)NdLPJ zF$cz%1Eofp>o$Gyw%cQwC)nC>Ek28W8CSI_nIFcok;447=zW6<4942LTRr_3Y7MUP zo}M;GvZ!LxUZYFUZ>y~Q%V!+Ns}sV8wmkwWv!vwX9VWPRql2K-KZN9`jTtP7>`?E> zbM|tDD3W7u*%pYbA;sD@^FJ9U=x+)hf9=JNE&E!l>i%1V(Qg6lQYjy>{Knf1!O>wL zC|i}s6h8sysMh|37vEs`x%d(s_=i(ZGG5LH2w-pizv-<_O)&kfTH02(5a&4GXAl&> zVbWre$+X=gX#e%@#2t+!m~oCU|J3mxP6W=}6NzwudLxhL4<+YeUVg38*^TQRW=TGZzJ@@a;W;}fqycl`m-%g}eK?pc79!HXj^BQ|Tap}UP+qi+IQe=BhO9Sy zNK>4+;UlUpEbD?JTy^Y(L=GG~e(z6v^ykg}==9xrUK{2f%KY|wFNwoB5?-1yeL*^vpk2(2Ndtys;pv* z-`SrY@;y*98v0hmhaM&?mAXYg-od83-RE@oUB)so_fJE|c(J$4Qkoi&4ZYj+!zBaD za4!5rooi_e2+K7`|Z3B)DxK(t4*e`>ym=AVx<;#3cD6M zTs#fSMzg<&gdIrQb~HJa77x_6;XLX5B?4V=e3x>*DU!F44?Opcz_!+{2Ob}qgTmKl zp|6hHVb(gXdldST;N2pub|>s8%X`;do=L9`hMUg-f~z@_u5k zQ{feNXDU(^sqD?Z+c3NM`piqY3CN65SUkiQ4UHFk%xiovcP^_Ri1I|A%S?JiB0Sld_mYN67 z;-aRh?#VV*Y^K}7I{Q)s$C^^s#c!TdpxejvG}SH}JM|ZyDlKH<;<(V$*z>FZicc z9?3G*y<@L-LhslK$#m{t3XB869$)bW_KIXE!!#eP^XD5z9U6e8UELgl{9B+=XINCj z%nrJHRgbO7M*`8|C0*8)U@Qu-I?kiAIUi9Y`9eP5flRVeYF~{-no4uU{wtXnuP<22 za_uCL0y(CncmKgzrV(C-MO|ogSyk$NFA7~_&RLYsUYLKWqotf)3~9}cPj2`MV*f>k z`#<|wgz9&{Sr{F)dhc+g6q7l0oDR^O@UOJU`)7joKyH><5+^4@{}&`` z@Q&j~o`hHNe}*{HWXLBmZjCWJl}{>|CIzGU=vs7q2Tu8ZABug%f+OZf*b~AsF{RUZ!bB<% zNumW~b0-zBWn1>!zJu>@HdfsFfQQxQb4Yx0uJ9fth4+4(4E4hDLy30kqiwKS(jYdz z|Cs_4xA;zh^%W%AYPWyOxsL5kI!@c$$6$IS=aYw>1Cmvrb24wqhw**G@4IEYV0uSE z)+3Q6puk^C`OhslR^k4x(Nq@;5Bxl9;Si2A%Q~YZPgWQ)Yu;X9;sYb+hrS&deuo(y zxAMY2BUJ3X$McdU0vo8r5zeU~1v;DAt18-qI9%B;9Z_$I6cci3#NBJKxPPB#dbN-O zqn?xH_w9e7UuG+f-6jVsX_jr)rkUUzY`5?4X*FETapqsFJdC;fT2=)@bfEBnEAjKBi~`*#`{@C{M(BBP{Qfz$HUh($|9B_pzQC~jV+y_65=^MCDY0l=f~iZ5 znk+lOLjuN{w@YyD zH^GHB;3LdUu&xMru|eB|2If1vLt%!QXZnbODJ&0(3hi!>z`;d7iWh7gRJPVvU{-cxg~e|$4$R8_jnlljAX%WJFS zILQNl272c3|)sZrhVobV8!I^VpaTm=!;0dXZU0f4tfatJU;yu)@%(e4Z`|xiKOuP zLa8VW*eyh6t~|ji<+7!x@ z!;-&-4ws2Xu0eDt6z3JaY6wVBV9wlqW3cm7L5@ry=Z@L$`6y@<(bd^aD%k$x&=vIH6SIBYP~g-aXyDzjyKE}hg(D* z7plC*)dvBDM=E0kx?Sl9+GMPdrr*xRYU+$5AK!`xAM6Cu_q5Mp{133!vhU6hxhj}i z$o$%QWFHpM5|iEh{jh)gcK%DMClr`Erq#8WrjdN1YT}6qKYX!Q={wue0RJr7xO){c zfmG8Ps@?S;wn^8I%YJf(o*q|i`G*!TxSqK4>J&49LEdhlf0q-s9#X1(df*He-J}in zt@lCe2^E8qx!*7taei6&h!Hl`zmYt|m5u;IK)k=Dec2pAi}NtCoOs6L>>2EC4u9TX z@N?6zUg&A@?88Op2S)K~6BSD*V9qg2CipxX4!)@RDUlKZt)E;L1m$uum61=zw8;%yP9HeBU(X+F zSsj1gZ|p@fzs!3@mpSNC=p>vRC&Gv{MM5Q$1s0nWzKuGOaY)?a_62EwT=UG{@$AqC zY>w`DU0|yZ11%Xe{`r5qYVdlC80ozZMcBe@buqCHEnX73Q0)!hMut_Jvkea82<9}l?!FABX ze{dO>ldd}t4oqNbZdVsmWC)Oqj>~o#gd_3iwQGlr$02+zBwJ{2Ff_(;tK>PW<7C^p za95Hh&;n?;5+`Z+Z+VoZnaqrBzvw-eTKi$TjZ325Ob-zgk9WC@ag_p+)Sm=w>wdcNY44#*YqZ9|z+8Ws|$&cG!15{zgyYJhqPTsC(sS zVmI-dL)t_%ke+uFR>CT9Dj@Z4^PmQKYE*DL`a99eUExckE&qOXV}xLVhFpAfnU3zGj= zZ~9+8m}Rj)ajo?g&`xpO>Zx~z%+ZCkUS+47yUyKirn_r{z?;s1zW~8laO!%{n0Jz?lu&pdKA_SeaJwXoR?9< zD?V&2)=*7*z=GWgxBIX4KZMoDjL}n-UO4fp`+C8y!wQUUnPIm*^PxYn>LD?H3dz?y zU9)=9apWxTjx)JdSZGcwV3Q?c^ItpHhGkipdZ8XVk-rCKh)t{uOrLP@9k&e4r50&Z zRf1>B9>b`{^U>jKdYF1h&Hozv12fDdce)&($2GIpITGL3VVv$`>Z<=LzKrSL^0@c| z5SRa{9@*mn&zN^6KC1W+r+Cv_u9=J=>8=3#4c!LlB(rOZF*0FiOrA_Rw+v9}Pd(F| zErHRf-5=|XxNz=6TDY+EPh4XkWVSlAj%1ZqT8~jRE*>=B;5sDS6>!PMm%lIky ziJS-$S1x+q1a_bhlzb}QTH@R{t+>v2y--AQ_?^M!4OHDrMmK&;;ffCXt35k~fxLe5 zeFvomhW9nG&irc-F{H;8b?D{CA8b!AxCcfElJQANk&IL7cI|X$yBRw5AQh~ zNvUk%AP|7Unl-fLBndp4jSunYcqRk6iX+hrGKjQ+(GsLFS3w;V>ta-V(^qywdO2am}=76h_P0^5aGA<)k^e(8K&MEh*4g^6i~+;Q-XzyMFv|NDL--$*vvR6$j+PKL&44@Zpe&Sx%P1GB$-W@?BXS zK=L!Qh{WXuOyzd{@#Fad6bHWL@rt3xe{PwtQA7X+BjxS4ETt$g+ur|kuk9F23;cd# z7t4w*!cE=uUS3fDMfO&}gdxl?AN@Gg1weT-(4f3s0H?>8PrSTzQ-M)AZmw-89Vk*n z4ChJB6 zcGZOkdlXJ9X@!2qiLMjs@1>eyo8tL{B+8j!bKHTk& z{m-slBp%p_&b9eLG_8YJlfpY`E^3a$LX(Gb{{MgQq*Fb5TSs8>6MOZsgNI-vR&SN! z+J~iEwzqWMZHG1XecJvKhPWs~=^OdzkCRo^B4rqlOM_&o%9mo$^Wk5qUw1LKX~`Rq zEw@15o+{?uq5L@E;?$IOf)Oj_YL91ZQGl5oOW_{#2%t2GS$z=*gqd&su1~1nvG1jw ziO-l4^gfBQ?eU+3Gz(V#LJlIV`#gP9eIg6Hhc9S1M_2SjyibE4G&(rq@3_!GG5=e2Up=F2xB} zYxw^h^XI{~+5Kh`We{wusEqhn|#X5vRDl)dR${y>N1Bh*;m39zB{pRdZ}RPz9IhbYVDMz zjY4$e82$J`5m+kb6f%(4-t>-Z{#zZlD$q+@%{!54kCF6S&%Y8@#3}9lC2I_?u{PhH zX;FX+hZz3`y>#7%T|RLxvmqZ9=-SuB4exuw>{*HN;yeA&U>}+qP$B^o6L!VjA5|3S zIVDgc=nFL7{A>}78BqO7{T{QT5U714Uu~@s!4(Ig1HI$dp>A>C`bxY4bc7xc?>jFI zp{CaQwW5JYO&>dOGRX*N=}&w}y&gEE&8@bi+zsTnXD(01O+c0NA@%q}eK@|){lJs(aiz0LxEXc)kE1J_uC!!z91~s~hT;vXhr!=?n8v zki|nBS#i8$hiaenMYJk zHRpEO@NN#i$`?X>KuVO&Vs{>wP`h5~b=`tQ1wJ<#|!e$_O52^Nm+RPw3+ zibEG>xMwcx#8d^w9mXt6Si8^EPupvgH}(Ww`6wBTl+*pr+NK*wyPNhGyV!B;bVGe> z*hMIL=DrX!Er9De=h}GO6=3>))nT4BX%nQ>{CnaNhD(gFvXM^4P(G#f-lxJ2v(=c>IIqLPc^FR@3 z_;)=@2^UH~cndvZ+3dYr38d<29NX!C*PD$8`YR*6qvc-1)Y*afjc$N$QQDP6BaH#ZVM+5<5E!@j2^HSo8X0Jg9RWD93p3dDNTW>JbP1 zP)@|oDjRmEMM-GLpY)L2Y1(<(^1WG+`i5Qp)Ux}gi?_mD9! zbTMgoJ2d(4;(L2$8_cEOH+gYY6UOVx+!`Wup}Ob6RR-3}SY8g>f9Y4@_Zt$YUp5F} zXX-f*-(fBoyLwE{{SNmgZ#&sGZvP7;QKLGy+cnsKEr3C))(Dyx$|db2`*Bw0=~>lt zE;y81lvVra6qJ{q_4}0V0PCZV3EKPQpvPmM=wMR_kds}#vWI9;mk>F$;9-TtvM}@c z$Fnf7!*2WN&CeKZt#R%+xgUmti=(~@6EMY;b-`Is3a0N7h4pm0klg;L)T;RmjE{79 zc97CwjOC??#k=08x5Gp>}xRm-z6;Gl0H$%RSr#2^6puB4cOMKu@Is!fKe_#id2hE zVCQqYR#zTtEHZISo8RsW{}_+)i<^%_h09FYgklU3$=ee{_n(L1jZ>8uPcof5{=5UPI-)gEr*D=}Mz92hi^aT2NHv?s_<##I5nUwkqjDS6 zH^dUAwmLydCrib;PCE*}+wq@vV-S*G9+Q{WvB8zx`bkp`8(61*lGbg}mD zkLh$EE3IcOtKPs_!LYl3wUaRNU#r&Jt^+`v-cl;VFb&i#zI5USU!Wp&)>nID9cV>y zZ$?(FVPTJvMEK+ij5>uGcNpErZ|nu1BW^5UbI4n2bu>MWD~msq2$6ywzx3S_FG8R& zl6sACPdheHIyPUVM20L^s1EclH6CE%`)kk7a`*ujts*W3rIL+{W{`_Bz(DvXomH z4`UzJ9<~U;;tZ?M5r#bhGHZELB zvK+Z0ic7!!_nk2H#>J)3?-qMKpdmKH_mb%4zg%&Uy9?h(W!Ypu7zJ#zypZ$jB@MIbJ zt}ao#l@*5MnFI0^%7eUH-2yl`S6(s1T@BNBT3lJQZC@|<1 zE$;8Q0(CTk0}GQi4#<`rr+@bZ$LDg-H&1C`Uc{?Vsg-_=m%aOeV|pCsCR{ysaB4y8 zqi<;*>0{V(!&$B-#T6z@qMmy1QdVH>rYra(=L;h#|IDp@{y-aBq7IAvRwR{IHMWO! zVQ=Awt0_)XSn6T^^QQa?4D2sDrWr~6quTxNzwiF7W(;zxUMd2av8lSPlI6_Y*f>AGdxs;srDBH7Sr$0Up2&# zAafQc@2Y(_<)LhPzU$1YBnLL%Y732wP=W!H{j(cKsgM;LzxQ6;_s#Q-My8d-LfP5S z;pEra7%s7;vhU&y3|C3zP%YztU|cJ8mHRl1GVOemWf2WCB8KY|cDpxu;kZJgsu-?3 z;hO1jP=t|^X2$eXJB$x=wh}!r1`}Ueo@;Q6LYK^|KD}qzFz4J)Nr}lp@@{%x%R+zb zXgRlK`L+{*&fu5GvRW@TGTIm`zYuRfeN zKuYi$N7(KTXbqKht<<4lzD@u+-#rZ)suoWcot}nriAQzEfd_~B>zo{qvmx!>nqV&_ z5tc0~f;DslaB%U`egVFp5TP=tZp}b|g}5D2=R&k$nQT3-dCYp#NA~#4NU=ac_`eg` z2}iMIs$xCH^Z}BMr7me??}ecUzkV8qrEPlmnZfAAava}S4VO4^2c`+)nez>Pn_PFe zQkHrR`#t&}Z*Z92n!i+hczh2UPg)O>bPZy3Y zVpyTi$6Kpkk?f>bbim>*&OUk0W-RFkE3T%Ob^poWns?Wy>O;Xm6;0Lcukps773-Cu zcMq}NqJXeCJc)TkmOAr4SvVaYlK*Ue9SZ82BXZBiV>{`|3p4FqK-}A*+OgRmtw`vIr?Z znGz{@4}Kgqt(J>qLDKP*lPiTb5F}?>e7uPZg5=LU({S1JVt!HWB}I2!zVECNGi!$J zZm#F|j$FYxUe_JY6UTw-W~LHR(LIHaMR>(#B3;#+ayh;`t_}Yv5IZ>`$ny_ z_~CQd<9;;kQ)we4Ge~J27k`fZ*L@lc>x*!z>F(PL)SFm!qtjnEXbFghI#Sp2HK6Nd z!J&lgmpC&So#AKYfc}TvB_ER9U|b(2uMRTe+(?4ay$^SBcK8r$+`l#)QajoxGtLb( zW`mLOQ2~6Tr0(FLbP*~)U(dM9`T@y!!Mpy3Jr2scsffDogWS2c3$sLZtXF$E8ogEo zPmX80GfdcHM``lUu-A$>MIlf58`xnv+ihmgo8O@J*IwBR(z4LRTbU|&W(TwjeIAs$ zI0%Dy_R%wkc&Jn-Rj>$;<2pfRUgS{~bTPja{kL5e%KT)rNr#WaRR0N5?&MLNoK*a{ zqs#$1KIhB28#Q8~p1bV2*&!GuY_Xn9w!ziinlz`O8d!c#x%bTdCT_gsn~`n%59Z~l z8d4E2fjFaDINGU;lwG@uhlFQvAt2xA_ud_taj2@Fjx7OZ?(B-aGOCCZ_G<&&%bVWQ zb2XjEO>)y)&*yxow}!!6w$&bk1u)k7`6(#!V0(18+Q-8oFyf^)L$uR?VSB6Emx-^i zHmjAZ}|Ndu6pC3fMoGun~PAZWs+$sGlRt4=k!u6 zpJI<<{!~cTb|lK^$t?ArfQi%~>C2M4At^h-%{qV^>vvjy^hjZZ$)yywpCV_lQ~mI< zKp`!d+QA|xqo9TZ6B8S|w?x3SnTbhW-w|AOOJoy_)I>rZn~30B25daN^plVEEfURn zOMRFWu<__Rt>l9=6l$E1D=m(P{%tLNdsc_>qi%AJKC=<_x;G9LSUp5aMy}1lDnpoW zQooSmQVv5(L)&-P--f9z>4pAmJFv1`;K3s2L#%Ofh>ffYM52aJCfSe;+RsSU_dcLP zlW^UAgBR`?RT<)H_k9ivbA3MgPN(6lNb%aRuL$&QP_{_i`UOkgO3$YaE@MgVmzb5* zBpls#u${hp2aM6PyS8)sVE?ahpMi@{u`_e0%{J7+#-8`Z@jfINd;9W(Yo0OCb~e?# zFJr~A0$+?NZp4Yn%K4pL1JLn6N3rTHBQ(pKp7==nCmN7JnZ4m*ep$yMnndW6mU9JVHq#9^d})y_RH64&nA zbeph;Be9crv^(hpEawzU8BtoHCzmN_uJ9f#U(yJPtE9kW+qpwOV1>Z^m+eT1SOn0X zMphR%)nXN!=WPUZNBngB;FYR-06Jgq-(PQV&^Eg0^ zpgodMhc30qrmWdX?DUv9a&591M_1>g_oz3)TC3@+YTMpTufOlC=yDUtgI2p6y}yFn zut)8KlmTd`e(&EFn1*F$S^xS10cfY@JsQg^}*k4U*>~tj`O`6+PJjJ&|SMKC?|Q$W^wWx^)}|w)}VSmXI-0Sl7;9=gk~gCv7zKC;(tLCK$;xxb9A66n1P-prDk zka$3_-Rq_hki-S9=5#UxHHEEq;P)_&A89bX%tnTeE41YlEWuo_)kcr#Bp90pZ}TjA zTnp82Z7k2mCDC%xDsFXHU@WxJu)2rKy8TYG$IM~P#;IeO)CNu0tFG~q-VvBi-w7?r zeh&Qu*K!;gMWFvn+%;3TuLK6Q_0N3w8*#($hj-D83yg2!t8n(&Tpu=9U2stoTi#Kt zqR00_GI9M;pwlvzd`lRRi8Fzwg6m^XF1Qlt?v^l!_(R_fLKrE0^7Z+6m-#1=m!v&U`Kksb2h!vT(R#!p=VR`ZUZZB>&tm!*C z_Mh7_%+ZRC9f!w&{LmnjX`~Yu7X;D@_VeKcH}~6;%y45A_Ii^ zT01T@oLBacu)v}9j?>eI z$6+7iX_V41yXMK!qeOGI5qujJZUZoYezI3i8rY*9i1k0H2WF!t9@17 za)b=aK}Yv|NH)P1@k^7pg{xsvBH{b6)^Xf8c}=bNkT+10p2TGf{DQhX3nv!-{~*8M zTGd&*Mx<<)i69!z!AO++e=@OEkb6z6L&jbL`ZKIXB=aso{iO>bciUO9sqv(yYL6w1 zDBN#0ba@CQwHbEde~CcVdh{VWtQ$HOf6A#9Ct-KAx5VSjb4a26r`vK>2!|Y3SU#I@ z!6<*?$EuuSn3Q#wtO=3ANx}`P#vXeJ@B6Uc%|wSinULol>tpa5p0}McvvS(Y+ z(!#C)mwu1p&GUcdI>Bvl7U~PMkL}WSgRHgV#wLwr3iP+m)A~*Lpq^c4TVMB1SV-tx zuCWb)rr60lx8*aSJtpu$P393u8kQxv>h?pmbbVZ8l`fQqeD;kXAB1KH6~j2;-x!

exTn! z!o>Hp9ES-?TYXx2pj%i(T(O1-}U@bba(r`%Y|u zKH&n1|M*0Zba&=5uWnaU- zx1R!!37)_nH+5EKz7i$F9g8E!Q(0tBEkHYmTuGxtA^h@QzWTf=7YF7(uIsIC z^oq>QXYnbou{dTSWXSLWEHKzy3UmmB;`euch6_Ex9GP*0N9VYpS*YlKA5T9NrtkD6 ziAdm#$BE-{o(C~JYWSL$LjblB1O)`7_;KW-xRJ=2IiUXSYJ7Aw5*pt>9kjOWfHB4t zRZHb*tP8o+RQcgCkvSrDTcj;BQY2o#jpf}2w1wA#UtoF<*U;uR$SC$&t(b~*9(D?>^+ z^n+&Ib<+>)o{m4ycy|Rlj(Kw2Ncn*MADm?1+^N4$PW1nLZOz5U1Ha9#w$j74prdm@Tkx>Xd$7<>~yh_K;k zrLOdCNiJ-g|N7!n#5XAMg`k1I_CO?`S9KoMf(TQ33wxL?&U^?x)ARZxP-5g9BM;hP zw#vljpdAU2oSW#NB#;9GA70+hE*n6y;OC297WiPHUP87_g9Cd_WQwmJ4T3SBpZG~>-oXOcpXB^Ov<2sm{0Bd({Se#Oq#07f` zi({>uv1FC7m8rG?SNYcro*ArSQ<00{WZGMtS98*yW!?hIb;_IcYQDn!K$o5rSsYrj zm{KOw?1&5@``ELO-2|T)7mEu|zTnKH(>?wxZ7|25d~X)F5t#nYy`I0PhE1Q%Y^s|1 zu;3Ag71y^y91DpJ(+w8^O0K1|wDmNOKU>!Tp*RI-{s{+AOyNsltTSMbn zt>A^?86+DX*qMuRNOjoc^ylgj4sEK=T1@rEiC4Sr?yId5nBP?q4*N!8uf`q*Eu9i9 zX>tGF!d-@Kel}O#?^a`8S;&4K)!R5*YkN;x*B|P+V}g!tG6YhA;)!VaKp-m!xQ!cd z6IcWt53ut$B9;6^rtC){j&w_#svNh)af`h^Vf*}H`Bn0{nOB3jpz+8&Rbgd==LRlu zJ=4XpCW*KAj=Tp-=d7X*oe{?WK3~4XW&%Uc-)?W9I6>b&)2p7JMRDnp&Td;VUWm7} z|1a#<4H)sO%v5w3#l8vp<+&9XAiF#WG%qrO6?(6U%eevg7bG+1kbE0r`t+;!(*3dK zNZ4^!!@bxO)8c#i)iTC0hNacnEw^F)T%BS+>{im@Zi^x?ZRn{e3BFz9H4 zC@kEu-F@*)7B-~KZVn#cMEVlQ2U(26qPWiSBH@jB$`sAz{@{$`_KR=cYo5XP{{^SD zC_VyuSWhxRU<|5`-qzQTGr+tZ!^XP|KSJHm=jDG74nx1Ad-(UAX^?T=Os=fKmVtp` z2Ll6#I}Da=VpQ5&1rvS&4~;MU#ZFzVOfE(OHcEXf2ztMc{j7}TlbLIG$)3#`92abdY&(-WQ z#lMZS4l!fOI7{_6+&VFeRNa`yn=9vVsE?9he6I)>u7mQczEju`sD5p{BnN8g9-Z?% z2=lAgFCEHbgU-dqH_p<2IMGcKNlfVhukhB@()Dzxa#1;S+dve&_Ojij!%hMNSIB&R z-Zf}Ey)<9)=nO6>PmGIb|ANuE3x5k>252w!WIpcP4&?1#iaZlM1V$2<+7;hi7(T|8 z(o1fETJHdY%2Qq(yz+oKn6Ck-CSPXUFBHSF_EWOFej~=TQ(q}fa=Uq;xHWTFL5 z+&}Z8O?U=|LiJwIck;s^Ta?hJ`X-n^d?opg0}GNFti#U*cmX*nS0Ll11^mvfaBq&B zftE))LkA=sVA#KL{hYfjlvpQf@(J&J%&+TpMW=f7@8Gs_my5gg5+cD4=R9*$of3w zxf|&fk$G6t=b7(rY%BX_=s11`hTLs!Qzd>w&j)VhhnX9_?%r~7Sy&SP^ep|I9qs_i z^`rLERij90d2z#J`yX7?O`tmR zABU5tp?SB|FBz>mC^X$IWVu!fYb;~wKKuM};7!!Zrh#@O{;?Ua`s4upWR7UR6C*gF zq+7?UOvZW1jx55fK%jHWv$1LAZ1koZ+fTCC#yXD&*~zjJ7$?yL@W3L$b@C`N%Xx(LTu1cyIx;TzJyHU&oO+3CK4>lX% zOwYFTgL@SqsnlTjLa7GMhIRU6`GsP6Z>LpRPAn|^o{W>rO+=dSi%iXoC(y0WLeu+I zh2FL-N|I7PaPHhfmbQc`jvW!vstNysvpdADWQksbwk_-2)yZl&_f469+ci-n$)uZ3 z&g}#8c~XkN?W?d7>C)WJE=^#mJk_A8J_o%sIU`;vyJ0ru@s?Pc3Jgbl*b@0-5nG>S zXuoiK1jO(>5ud-SIPM&=^^n~|sGP64v8P}!rr)dSX46 z*2QpP`7@oBPzBTdxk*Fi8y+V#RY%)8L)^r@RQh)5HMFRn?i1n@f~j$v3n%?*pgp%W z@te+Fqy|!cve2TT$GqcKZmA;HX>oF7&40nJo=2lE-WcFqDYMmqrfKN)AhC9}9|EfA z-e*H1I#{}7=h-MejV1rNj%VCXfh1LdR^yNQK)l;NWE_1MW;ywlW(n!gbHez&kH`@y z)zDUM=FLNzcJ-;I8Nk*+A@R$CzF4U)d(6(l1jy%#bZv&#pl{2u$M57rARtZgIu}(D zJNxGz-LJm^WWyt8uJV^aV|Iv(rHdF+%9EaFU3`jTpLm%5m8K%eXlOrYJ~LBINz5$69KJytvLkH92j7ilWFMV11?|JwyAdqVuOx(cv1;B z4zqMW1q&za6#SW@ekuy)BztJDrL!T~-F%AS{t{+-{I=uOHiFRuD|RJ!(_rq)e7)_$ zBP1P2MEC!+V7Tg;Lg4->?3YN9`N(StErc^HA`c6Y(t0)b9LA(6J4IkVvcG5NhzYjO1?{A=Rb#Jm(kTz~LL6P(=^$+fqm^0KIvRU_4$j6~@e|N^GI?ym2r)9&{fHSIH35x4EFf}-kzk`(*)7%+9 zxK+@R5CbN&g8ZT$PE+qm>cZa@ieN2W`!^|V`WzS*!`GqOQzD>~7q}zLKcMHy1 zyv&}vaRtUN?>X^8{uFv92#a46k%xJ%mWPz%8y;}1syFM&9s=XYKjX*8m%WpMjEbt+b=k{E@6m-b zyi+*)oqM;(k#jiBHDjssPy~josdi%0HzAFGUDt!%Yz}$Gwf+FP==%k!& znb#mggP36n8|L9(KOTk>!yzp1R}63qae_rHlfMb!hjEU6al6MGgo5PWBGRWmth%<( zK~t&|$&-z0O?y0Hu6Pgg>I-1|_j;MlLMaa#pisdmsxgzjys+p*=`o3%<4<8eM?> zVqY?_xfi=|{!J(@daT1}!0fRS z-On)iC)ZecHyf-Qs99eKe}oh#_w+)FG?d+YrST@l9qB)L-n&H1Lf0Iv*Om6} z+V3i3)Z^Ox?$1#`4GmAowmJ%!D^hG2-Gv#wqrDFuzn8QaGo9)5eS4MQ&S> zt}@uOvr868vD7*7@wp*cqV9{Rln zX{YB6c*S4gM0tp4zx^~;=MK$95Gt_e!h@d6`YkxoqOPzhl8PhBM>F=x?tz6pF()o3 zK1FJa^HU7c#FEAJd693=Hu&1je0OdD`n3Md`xfMl3*D}=uk5$OSj3H^JB+U3RLSFX z>3`8UmO=?$(|wJ!Po$9(;%qo^@iUEhA_*E#-nTW&6^5phUIJHU0P1+2p0RzWf$KVM z9wI9uFuUjVBZfoYq36k`^Y#;QFyirB{l)tS*w347%2L1ws|@0q3hy66|Dj2Rx7&JP zlDoR(rQ-_p<#TW(U+9DuF4LknyT@VTN!b>OwGTitTXd8b5yW2iYa>b~V=&3-nD=#& zhNQfoyz7=Pac$OdpwR6*_Q(sw?@8PV^FqgZib`KWNNce7b+4%(KZdztu z2)F@l+l2{~+(PIVOeBpzY{MGOmwBcsr=czN#Nnqio;b?NzCH7G5-wzYQf04oBQhMG zzG!{hkhmjYi8h*0fWxJ4W1ZiO!jOvl<2Al(Q0u_)BK5>yoH_8^dLWgKqo4h5c$slQ zd8OSP?dc$n?OaO9lpn*@I9ehJug9b^7IBxb2fz=4#n#%r%$ApME%jN$1ZB)*Ax+2HdSTNaLN57>Pe zOHW+**LI;FJ8Ui$2McV0sqcplez{TxW1Z~$D;bI~r?$0Oh~+DR@wDde8*~k%eNHK% z^<2XSne;DOxd_v;5A%8k#9`pK_t%7(d02|=d-+z_4$8eP|9&4(^gH^aSRY#`a%I;tA=P0-^2C+>#99~+@UkJx%V3rUOVyFnc2Fm+bB-}E3p<`K z+PV1b2a>?HmME7u*ur+(^*Y@Tm)foOJ-8=}jVvNUOUAEYd6!@zXMs141_YZ&G&3T_ zAzn2_BNB%0e!E&JIzwc5^q&1q?PnnQ8Spv_MnO9LO*qYcE6!g#7;z+PgHv{<@=D#W zgT|k8DJ#sUaGYzG;u|qp9AF%qD=aq$YU!oL)c<}$ZOHZz^Yh*KFIPN}WqvR8g5DLmt0az*OTmvI4i>~Q6c zyjK}#F^u*(iW2V^VAqL7%crWBu|!2DonzNEST`M%R`=bBExt5UWeE`+X*f8RY~xGP1r1D0(8A6w?hlY zalkvbB=z_^T=uHJ)9RlKmG2qm-!$EU5oy)#3ol7n8vf_IN8M%^MXgVtJ+8rgMcrDb zvne<^)hN@R&|rL=P2v1Z2$Zg#nR(E5e8VeN;s{QsVZbNAMagXl=lH@pcl-Xv)$Psd zFQ={mefzKSmhito;ak)%Vd#dXic{{crOzN+u`fuvTMQ_3ceY8CEMR5mX>M_r2 z=;QF|Juc|W)Xin&AVoHFq*r3xzRGX9gZS31-T)YZ2f5>Z`1{URfrDB_AA z^HKE?d)J0HD?R>Z@(|B0YZ4m&eg#yJp75>7adF&bP zA5Jj-Z~k!a{%0HBX&JR>u$##AvYY4;;((;B?qgbAZ?PS^$Fw_#fpYDRN+nARQuUcl zxt1A;TRqKQ{FnbkcOezJRusSdHobw3Nxy0>ho)h1Vfe9FmVINmSQ8Uap9X!yT6biGK`3A&}6~V-ZJ9|51|KcF;67LDeZUSRTrW#dY704H! z4tPi<;$Q397*c-=EdD*jpxRP`X+m@pqc~A49ty{ynEOH7uM@X~R4L)H10@AO;y&vbsqX^q^VCoFUK}{I_9OoBSw$Ey50y!( zI|j2-C!Z#sV1p4c}ypn8_bq35oB6@iC`AQcpLy z!c^vK9nT81PGlZ`YedEVT3->aXSa~V%)N;qwGW7YD$}+UDPaDB_+;SO3|v0-_sU(9 z|G-_7nJeva8dUkVIe6iH?AXnC!9Oz_XP20UeUsL4fZO0s?iw?$mpmF-&pVDJ-*NNN zP)C?L?3>Dd{VquPgl3fK`g=2v>{1!Q5?vpWT%*w7Yxz&>;oIK(wnSgd!kEl*A9#9F?Sn~_)XyEk_RhJx%<7WN|Z#p!GF@{R6?Ltm;APO=RN4Jig@j_yuq{YJOkvt z;~`(1y@c>Y0!owKZHq2i$FW9_T|e~)aFY48de-S-Al>x|Yn73}g}DPcY{wg5d~ab* zspm`l*ZcE_SXmsBCh||a-2DNohZ;EVviK627rLd}^R00B;cY(!Aqp(Sm%`$9}?kQsrM$iO?j(gzEoFBr3PPeXaJ_rsj`DnROs<&~q` zBKhGEMn2{xG9GmE|J|*CGYd*vqa6{*DSnEUgCWpo`qA;`#y+-L85}6fFoi{{3o0pZ z1)x>TSMhZ=54da(s=hrr2gOC(IX>EzB5lu|`!1@dVa{Fi4Cg;9ps30F7dvrP!3{7p!3_&fY8Q zk~(xG^pvoxy~V7fdI|T1s-V?6=1{l&HEd58I3=y_k1OAlR!*xJBh`A+Dd^uW96HGs zsPzqjE-lck6utx6q{idUm+Iiim4J_L?FG=mPP*s7K0bUPr^u-0&yEu^^OwdC971A* z&7&W012AQ$QmCGL1me>*uw|Bj_Mq7vU+T=EOlpN#Y4Q1U~G<4%zF=;Qds+%By8}Qf zcj$P0wCU*W9-P{GiDjD67pR+0dBhx0z+5d}4y8;192gr_%aQQ{%7gyBi|%`%uOOoL z{mM<8KXJ?7Po)$mSjCKY9S^{n=KU;her&Ak*dLli`~e_kICh-QHG)|&yX2C@cqFGt z_GC2jht!DF2F^D5=FLQ= zU7gz}RqsKkz5@3{{03tx|JB{n@4mY)8qieqfjsmyQL zpy*W?5BX9I6bNdps1j13l*4#poOch>y!q|;naQn;?nQ(9mb(6IlHc< z@j@5DIw`$?0<-(NtoVq6un?R-e4Ql|TKJOlXG~vU^XT_or+U({iGTl2$xs^@=(FB@ zIJyKWdVYp(pYV>^L;`WG!E*2K210IDO-Ex%Apch*Q3}@-ta40=34uGwlP@9 z3FE`GN6;zjp2PQi4#o-J_r9z=iQ^+>gj_xo=)WUuC?LuV=E=^7JfrimMm{gd@USG7 zHV^tIQ`?dJG+uXTP7U+KGPAh5pCHBRdnR881CADITrA1{0Ew0slIE%RfxJo5;mc2B zOnXuNUf_=f3?APdDfzG)Mqhb0nz#F6&YWu^b;)+aPy4SDKHtH$j^hO@Q!<#V`%0ny z_8jyFvYJ<{o!sE5l_N)s{z579KuNZxDv!l@arggs6X{wbk7qC{@5aW+ML+W(KWGtFx)m8?4-3Lq z^-u4QhY|WFcG0@`Frsf})wuc;(x0rnN&4~;XAh|U{&8Oh8k6?yvMU$EI&H4w;r(ZD zh|P||TJRMYICgzB&8x;4E>DGAG7?#f1y5dlosKhd-(_+(JZxS*&Ff%AQ&(%H+ZTtubGtyo|t5q`~*{WEge~Xx#lQau@sl%RQ^cc^{Ti<-}8sE@EfL zCG@$x2TSjMl|SvZvcaJV5^X;XF?FGahxA|q>1(Wq)Sg?zN)B4&IhDX{pR;YZdKa{K zg7dDM)6gjN>$bYDB#;&x564&k#6qSfrDNSXhy&gIEcQ&;#%XO;`#l_KcjA~ioi_5G z;r+K$0vqQP-Sd%|Yzb8A-kX@Q8K^vY$Biw;kusn*&M)v7>-#DxI~X5ApL}z6L7qRB z9Q~=#%D%y&Am7zIZUiCB&DxCrMG+bP(Y@2xtYAeo?$DQ8iMaf%Y&P?NIhsDw4&0V` z5olK)yeq6J!p^nYn_dyGq0)Hn=3fVESbA|!W!_sJx*fl#Z+;pKa|8R@w55b_D22Y3 ze@z9+S+btZ*`Hw0GKC9&I2*m=viC7_}+c>h7c-siG-vDTL#1is z4i{Y`$ejI>f5aghi?Yx7k~kN98@ODmLblcRDzO2^S^y zpH}p<#)UVB!iA405tw$@2c%znjZLn^L*X@7V8!%<#@2H*T+==Oj2t0=iAnMbBCAKC zj9))}PHYw1N5^7{?HPeeK2*f0z7PII$fg=ry~gsFpOSC7PC>3M zp7jkRv~xO@MVLTMi`U=Yk?%00DN?~c=T2n4=Ut(9H3o(#H@r4q?7O!6Mx!V9$Mt1_&AQlLe7SM%VbY^;kNQ5?}$L;BHqgB?}UFkx@18b-@gBK7Ul>;)H}+$XsOMKqD!aRl#l9ZfN7m#2Jl2I?F10*2=@&qw zd?jDiG()-t$uTg<5(l@)txKG#BW~_uo>Y2XiFG_VX?B9vIM2K%K5!ubd(yrcY!Y_WZ#_F`v=I{@fZB|jv_I&?o+xD3CF#b__z8UfZlO^JB4{a>?MbX zY-jg|vUc8r{K_ZTp?I6kgt!G8<$5!J4n8F?ybsL!!7GKOJ7z4;XVNjyaN?v#N))XA z*7VpXzX}7yySj;d=Gb#Qw(eL3FRpGbe;s>ejL2jkwlh89JH&J+zO4Gs29{1Wa9gCR zLzIUzyW4$9=zUg_TykUt=p@DTsb?2)uw2!_dyZ{O@L(;Ok;t+VbYk+u1uRqkmcU$d6e+MXtK4=RdriF4 z(SHJa-3l%_WbT25@2&5aKB{50wY6{UY8dpbHow#?XocbGEYX)^XP~c_L?k%t2 zFV3$4uuy)EzWhcQXF@CU#Vb@{#>cWZMTZOxk7Hk7_mjt}91YFX$AD9}gqk<=h#=YC zLRhpa64q~VeM-5i2=jeC#b3Wm;F?N8+M&Id2~4U%T=Ic-Nb_6Bl6Wf$X+z2ymFs@+ zZGGA6*T$SvYdm#`C7YnpMU+Kai&7|;z5bgc?BHZ8SvWH ziyfM;24|lvm4Mak$oE%OLm~I{%?BqwNaJw6fog%#C+Ie`tW=V70{WGueyO|fVA97m z{Z!FEoaZr770nB|*(dVp02D;9Fw^UZ0vXw^0EZT<-f=i`@0Zgd1pQ6bgfTbHA-ADi0;L!G0&pBOnv44B3{hcOGc$s^Q zg;6>N7MMvvRKIngNw|1j7?y)6@y#E~Qb zRY0o0efq0r=O7O6(R{khwc)!mw77%2KVgr;lojJ4WtjcjRB_PaKFoeN(5k)u4x_k+ zL`(AvV99B)>N-;#wDv;YZ!ZHZvfL!=W55QBLwu`I2?IzkXKfO2ZvgU#)B&p5Hmo=~ z^jsjS2<8gAGkeCU*x@@Q7~C}ibM|3Foc_wNXptc4>qbHH&`mqzTg*6^qEoZ{Ap~;u z8Lt%V+k%wZnYRfsSD`+vC;f+!Gfpe1bgRzPVXf3?;2q&$0>eVl=AJDXK(bDw9KP3z z!+ARYdV`~&VN00P*}Q|WAl1=-W=M_5%(47l#Z(;o^9NaKI^`kgLAjRbS6yfmxXe!} zia`2d#+N~kJ8{WcI7ootiUoDcxuchoFzR2{1#dQEs9QO8wt(LnI)`<>$tTqyZBfhb z0QV)BpAcFVn#+Sh!Ome9=#SU=d_%tGLOgJ zP|Ds-#SPGV?t-nd1;9XW+*+4u1+$ybo87rv3B*w(nTR2Agt;9T@hts#-oOj=|6_WDOi(fSv!kW1I%WZE2VJW@T zfGc?i)VZ4vc_^vC%+&1n@YxdT|wuyj4-7LD)falQq%(_rL z;sh*eAKxrqoB{QM$;YyH?uCiI=v4dlT~JI+@0I>A53z=hdA4k8K%>$3j&@bT$i6Kr zuX9VF=ZD^A#)@8S*SO-YAcYY@nuV6)z zfzKsc5RpNF{e$@9JY231D0UR`#D>#$@rn{Zal$nI&&}Ck99DE3<8`lsy8I`epK4U0 z#N->rac>g*WPA|*xGWn+vK&pXT>b(TQ~UM$rK_z0w8NN#dB?|fj3qg~AO z;cHuAN&U7v+t_pL8xOJyv!6x+#%8wc)u*%idNS{Kh2w^U*>SEGe1prjK_*kFNFU?NV=G zGWB-82WuRXn1vJelyt!FbEWAo*?X}v{*n?`TpnibcWr0O^~Qzd>&ZiJv!PCJyeKhx z5^{Z&5AKjJz)}vq#Cp}EP|uw6>?wagG{(N+HlaviOH*&5Y{U&%7yZ1d<9iK;JoXd> z>#;#s?ZZ@~@?{u|BE(&nT86fF7JvO;>A}3Zjje7)4)#a73GkskBuLRCGTBHQ+`xIk zKm8>32j!a06sX`Iy-nSzN20K$mi?makDt&kI(Ec{Hx3rtEoV;I`a@>V7luDgRyfOB zUAd~05A>Ydi%S^-*so>9N43>`Oak`Dd-?elc^H+P>x+SJD0h! zu9B4ePi`>7)_yTR-Ur7u>|g$xID%;w9={J4wBs~`p4agm|8S+te)M8Z8BS>bxbgc( z1h(+J<6mTVhk|v2(JFeXNiL$2fKL&l%7lYzN)p-G>&!=FsWYy|D@~Ha7Wu zN+uOY`p8pR>Ygxup%kWdxp3X5`HBudC$6^Xyfo+Fg)#pBTn5gEz_Q5!{hY^QSu5Vb zyfqX(8H~q?4`#0nEu5kCHf4fv{U%cPgrr9X%i@6Mr#Ee~2e2S8XE<1M2+6lRLmm-} zVWM8y)X;VaTi>THF&txu`MHNSUnQ8KAT=^&b1n;va6CEmBcm3kY9}}67_-8PIoqZ= zyU#FbF%`qUdE>d%^QUq}BVm5Gv%r`_7|byDwQPUDf+LS}4{`0W!RokRor8Z)Vf^gq zjSFkG(A&qioTp=qgKg~$;#_Oc_p>B+=Z`Dcb6|6=vBDV`=H0~GC1MBl$21mB+6F-3 zPlgv~B(`B&uM*2#Z5J#%>^vM*Z;W-RGp-Q~%vjWZRsM}gGt96U`p*uZhSl}-5P7F_ z@NeYT+d9`w?AvLdEBJ}a)AZ8?7 z^;4V6Cu|k$4zw+J4>5&)$Igj&LAiIx*V|4uKn~NE5!c)Tb%)MwAw&*C$=T7h!}|(= zRH{3>^RCw?T^nYmOW9Ui1rK?w)Om4h~iIO4_7WvOGmbG}6<-rrIkVug@w)HP|oJq~i zcNW44U;S;j^rm5E-#F(=$1G5XZeKjoqJ{NY*RnhuRB$9q=-a?W0`{G~F;SqPiHlET zthny7L64+*kj?>rm=zlX+%p0*lV3`ytEtcv7glBUR&#^PoWJ<`u4C;O)pI(qAKHG0 zXg)QIhWSZuwppLAm<9Jp*&N!Kt8(hP`M(nEUwc@OhbDoN=;aWd5<+CWeErmao*vM} zasU2*4^*(8>A_C<*w5HqocYJU;}g(3B{bYEyebZpvVKYKdhDUP@fe(o}?#(YP{!|eW&*ijrk7x6q7CL3KU+^?o!-)u`( z($Nwu{9cp5{(2VEQjU}h)7P-EIYoHQsR*XM`-OsDJ;gkuueH3_bdmCQ{8`eAdW`y* zV=>)V166wJ=`3vyShsF}{^`AIF#K}Qt6$sHh)kUvG#jBR=y7{h^508iq&=QvX#BAY z<_Cn?MEDZ!1#{|0gf@$RfRxe6PL0_sNDG*e zU5Vp|{xM2c`tDaS@_MoN0_z(bcD6isM011xOGX9vZWe^8b(1Z6vM6(-f#= zF=^4I13*$__Eb$X-{7lVsUL&Oz?a{g0(^0}7VzC*tz?0~RL#P4=Rp^N@to|FilHt7 zlm7aizd=`!r2T7$ZK*9RSEO8~IOXHYoI#Q$k0q`c&V0Eh_y~H5hmUPL!4I@PS6=^? z6rdT}*omuU6ByoQa*4isg3DX|H>vY-LGRJOJY%j}*lDyX-M_+sy@|_Orkl@V>)sV1 z+Q%Fid~%C8xy=$5?_PMpxMc?VX0`U)KRbwH#v0yt7H`0^SK6w6@EJ_MSE{rF0Q##O zv^ZI&aNX+LRkgJD*yqIJWAP^zoA|g?-W0CGfRE)NOFkso4tgo zJTBP>f%e#Z{zhSh+Dm9TDdD+o%NJM>-*-LgkR?p~+0QfUU5^dfd~cspO|jec(XOme zTOd_9wJl6MM~cv|w&OcXVCGh(qRX#JtP3euIV#vpVE#91*}PRBa(}*>uPjjp665Y$ zeD)o%yueiX=+`d-Tjb?0`IjOIOa`wW{0MhNicHL@=cEXnxWZziZ@3Hb>BlopA|2TE zTl z5Eq(lnqwLZfp-7Do8BB7`SRb%@el_mSY~2^wi|b$^%In+e@wvKZ&rJj&+LJky2W*= zS5+|eOFdVS@&Z;Y)ehh;MHrnDkC8Q!hJiMW>-pNg(Hq>-VfP$>dP*_Adwd<|7C(qv z)`!F3wQIUB6!no7zkGE)+6}TazgwrewQX=u?T=qpQBc&$?fXa97bcJY{-SW>42(Pw ze)-??)v@>hZqxP;4STl}H=mDCrwoi$zL& z=dW)>-U^sim@Tvc40v{SoDG*MA7( z?O(O2=iGrRrWxt(v5b8;jL4b$79q|l&PlV`AL-t%`y$HS)&%t4)uPQ!4^qX3wh-Yqbd>8~KTz`(-dl#*0aZazbSPE}t9?BpzaMIaxiE8$^iqEqdFgie zOZjsmqpWwfhwvAue|+T5gPtUqoXRaepGJTh@{{t??}4~>_T+=7_jrJMZvBkw!vz@E z5PR~7qym!z-$*NB8#&cXhC|Btp~G^AL7aOZcD0Vw1xxJ$a*qRZv&mhgzK3_q?~QO| z-RiiAn>DuGS7&DHbHfpyzEeLfJFwI9Ly%yPG{lFWz5V>ZB*+R9|8Z-M0jOLr7Y*L; z#Ob`%?&nmVM3%ePP#flo@7!T#3!6j{&`FS<#Cmc9046DJ!tFli6a%nJT{d-6%=LoKT)S|x(et@lKgW^qZK82n;@uQ3p zr(od4v=;aF83J=++uye~YDkNDc23)BC-%{v^p$R5f$4Z=Q&gm2oA+KHm&^qiZT*}y zkSPnZJOWL2--%eFclN85@Ov2Er6rK~SOdm`4=)I*Y{T`x4~7mu-j3rY3}S<5gNuh9 z$v;^T3r+W4_}Li&v>lP`zm;5*Z6L~&UyxRds{o&@Gqe)12 z)s_rQmqNNxt>b)595z+t-Z}Ubp_zGGcXG544%s|u?IUgc&ib3hX49pxtn6U;-~AZq zdtqZxHJ$_Hndq|e(pyLxQtH=M48x&u--`{Awb=AsKIYE3!;q4BMC@9D!veva1eb(EkLO`F6%PVuR2U=dpf!zNdpq0qIovsp#NYDFcKWe=n zsqgAIaM7_4~?P8xNhnj8xAH zsjy^p*0Jwc1lE5DY41H@2xIxBhPS!%aPXy%AkzgOSSFI=Ieu@0dG|SdwNL`RGMu}v zoN@(H&(z;ro=n)`YBcJ8$sLw8E};y&6ecJ6@uc_n;lD2&Qh_ViapFOLakh#!3{;tj z{!V`hw5+OV#+@oaO*oZ)kpDhV{_)Ehi!4LExx!;Lw1RBHE|a)JBQWef&9;R*1@jn0 zTz*JLLgUK)DD(Y9oc{Rah8s5-djss&Pq7$cis8dE^+Tt|9TKmUS#1zF)wC+^gVG+W*Zh(&z`&0s|qu_a{Iqs zA|YjDaE14U1I(UR`j_$PC;U+}Si2G=i4>j+KMSFFTz@Gpmh2P@z5VCC_&iIXzOZ*2 z@8?z=2-#%dZ@dfV%nb&^Ok6ke+FnWGMGti0S+`jM3Xab%H|@76gW2%`wvQ(@vHOLh z<76@kJ1_e_iP-0k;R{9{+7?_yhJK551DAdvHdx)gdb$+mn05|!t4Tu>^EofBK6#ix zllA{Z2sp}fJST43KNyVs$j06%hTU6x%Y}tyarEHO_~G(57|{L8f18{zjELsOdg6xX z`FH4X=c?e0_@#r=0_r&5^ygT|k4xiKJLR=;h_s0mXuPVTAFf3WA?{j<$?tFf0V@xb$b1T56% zs?E}=I6eFJy6)OHSRSkvy;u@NWErr#=oO`elVLABV#*t^KL3uh^S$dE`>}i{{dhNa zCD*3h-0}=Ej0Ij1{%J$=r_kbupTlu-@8mYKub;5PQpCyBlnk@&@@m#K>(D;2c}wuL z3>1rUSVczZK-x=p)ywImpa7=1py ztPsHhcIv$7zSB@0@~P8}l?=;eij+fpw-Okxh20kV)QeOhBlCceTyUwp9&&^B4M(`& z9?5082Yrnx?Rzit!EE$Db!Cxcn4VOalR2voWDn9Yz4Q@$7n308&DsD|>W{(vzCy* zIR5=JpYK{Q>Gkpa1FI%12B|5wgPG7)d6@CtEg_t@y0RK8_Yr3-682EkpTNgXb!}U> z(T!dmihZ?OPherX?{?h(4fgTM8T{h(hskXhVw1111JSjQ-9N;dz_51z$+s6wFmNa8 zx{%j0EL`q*eAqn##?nhahtlM6fSoIJ2ag|2etdh~MwSiRgSMvxot1=vj;dX%3#VY- zEYZhPiVGSyJ=k^PusBc#4rpeTQE}q9J*!rA7u4<#ZoHrQ8G18N9tCSyWPiqkrZKmcW8wLr~gOM zdB@fKe{sBB+LI_PG&D%lJQ1ZxgpiR)sfcgVK+%?{NKv7sskG4U-1gpk*KP0Hy|=x7 z{r^7SXDnItIZDd+0Mgg+d_hr1SXHs%qvN7t?{Ro|tZxzK9z1+>%(4aM z_!}HTd;VeH4pCd9V~>G+g~4^c@;Oi+tS+3re-I~vl-)?(88F}an?a?L0P}_UoTpO^ zVdjzJV(<7oRH`jsZI_kCg?;*0)J)Yd*HBdD?0Fq*P!~&l@c0Rgu6leq;q?X^@kmLzx zq{bZJ4BM^)L)D4&{yPd_oX~3B^g$Ccons`!r8NjNK?7~JdrsoS9lbuKdU>p`ygMi+ zE(9BK?lzpipTnG?^El(UIA(7*cm2uv6DF>w^Hgeaz`(iWuQB0U{o<2z_3hgr0!^8q z$r)-hj_A+x9^_*OQkQFifJq$As5V_qXm*Dtin~JHcse$AHeB^_TY~uSd<>`DY@sMU zj^H8ikw9a@pI+;jjk8O75ln%}NUh7+!Q0CY?e=Vm463uRaEL9^&Y=J(9TeXM(?0}; zgCYu-8PvdwwE5mQsTJ2*GXH)}cfy4a{bCmxV_@;ksVhb`VmMTKQ}+#E2u$kZEd2lP=o&H*N zKP5uTW=8hk1QM%upLeMa|lOrQgx?2w>;XW$f%@Y4@_UV{9Yw*JFc6Rd&NBU#?1{z9uGM+ z=!6PEp)eI|!ve_hDpXKj$YUNJo@!48|^*}Mjm|3T-)3nfa;M{!ZSrqsjz z4NSe$N7nc(ASJHvzE}GWLRzm(&QkvZ*|zIJz{%sdB(f*pLdO`&S&Q2hG$LVP&$Ha^ zO060+v%jAAh7o`yP5PNW9|(N`doSm`bHEZW<85b5K55WQcZNu@8{m(95h*Rc8PKP{B`Is?0&5|b2DS&%WC;>_L1y$2pPHWKG{iEm^o`B^HJ$sT> z7W)6tUz+us17bYw_46hqATgIM45xF#h}R~uIr`GTM3++1ygVQgXp<6^n!ET}l3HfgFKX>25@N>skF21_2LFbek z{ctJ_XO_#-xI4JvwFsk>@J2Rl9<}_sx0MLC3|=kg1y3PWhpZ&^wi`OD6wdS8Fv6f~ z_n(E2i7-SJJ)ZHr7bzzg4DNJNu{lu6hr$^R4avUaPdNo)KK0G^Mf-S2a5p#duQ-B@ z|I)0ccB(<2bhopQu^4okidZ)O@q?+jvqzP6{$aE7p1OxgJV10wpwo%ogAHF2Tf=nX zanxV*gxdXWu$XI;o2}mnl=Aa}ajM!F+YC`18T8m3i+6)rw)$UqN$+ALz?gv4lzz25 z%!@8-%g=B14c*~5Z9NO5N?Se1Ox+9h(f#jh=}zPHAOD@gQDj)Tci#S^$|IcRP#JeW zqK4DaUQhX_D{wGZ#p-bC1I*-ie(It+10A-Ttxyq%MY)gcxL*9lzhe!|ts3I+$Gk&O zY-nqbxhB8AA~}NHPBuq~JD(9~Ng6lH4>16BGd}6xy+cU(;YpI2KLg8_FKzF<(12E@ zHWA6y9Oyp8&&=xGfbC2kI!^762=sIh9OU#LX)rLo_Y8gV3#vQMq}n-HK+cHUw;6gj z4O+KjtF$jgamkZ(SlTiW8fOo;S<{_@NymTXe%o_kqO!!}ow*(k4UOz~D~f zroH>KVXU2h{~;MOq{I<4HTIuH(tOpa&N3-v*CiIs!CS6Xk(n`!LxxH?MT$} zvbRzGiI__1v@ytrAtODNjWvIq`{(zh^5=e7UC?{#oKg!}Mc3^ecdo;PsmJBG3m-8p zyPj}_Z$D5N0$3Z*>0mMIHO4|uZ){LatK+Uw#F6@S@)F|}xU_!%9b^9qSQ4Q8^(D^1 zVEp;-b6F0*JlF`h`$^-I_h)3V=NE6! zGQzm_0qfiMNKm?ykg@;SJgf=G$9Qt3W5MZ;*XL_Hp?xFkKP93Kwl7CL#K+%pXfCUD zy~qJZbS@_4ilkyu`M0T8uSH?C`PqlW1U~2`oRI9&3q3`3!k8W^e%3zem{gQh4Nu4!zJEEZUGmP zX#KbwcN1s?Nw=n-_Cfd2GMdKz1SG4tFVd(KVDx7ABjweT8nm|VF~$^U987QdsVky^ z6Hb3LzZ9H+(X`%3iyPyxR22DmXXQH>SJ&YE7svpsb8k*(n!JGa&v%0o_qh=mp6;LG zx%&bJ9UkVzI0@lEm-lE_raO@ID0@U7tKi)AuIJ|4cjM;ITI2H~YA~;zrcrs!9-4`Y z!pT-!91vuZpfh9X57Y3DZns z;BlNV<8M#>Zg_`wSA=AoNfPSERQIyU!M8C!neKbG*MA14pi za9lX04ncN&o&R=K!Jz17mv>4jjy%f!Zk68+WbRv~mxefD?5C!AjI}Ea9O+ltE>aJ* zUv93vxvW5-ZE$?;oH>e1ZgwAOXiT8F=2h6gTBXI;K1_X8-_0xk3gB%HeP;IMwR zJI+7TYCm-1qXw&FEXUoaD>!o0wVXD}9|?|<4B1&xK=ziMix66aWe*Jw!{sQPpTE9k zm3wfSZD+X2rB)aW`eA>o>=kqk8T02JIR)hVEotq|X*fl3ZTxk4J5bFq-{=IQ2?VS4qVOndK&YF zxdj&Xp2p?tH!>o*KI6E?(W^l+jyURQa(ZUK04HC)&>lWi2utrT`PxK#Af8i7ZH(&2 z68Ev7Om#JET8bZ1jVp)cO9d=KhGkg#oA;vYhejN*G1R>n*$5-X?kVi0;Yem`*U^+e z1S|e;ofCjVgElWs<9YH9Bp08aGOGGYplMO{B^rofbbnaxyHBpzds{4X_s&7=+x)#p zP}>=E>7&gq>nTA6ciNP%xFVJk*feYt{9vF~=z4cY6ZQo(mhMqmMUsc8x3yIZ3`Y%% zG1vXpplRKI1s9lM&`Z$e6tF}1kA0F%Oy`_nR^p+o%GYe% z(Ci)xDsY7%6Vp(=_T8|lB3c@swTw&Ge-um@bHjw{O$VBS!;qeGeB~tAA!St&#fB)j zS@dH&VT=b_#MiB)`fRZ3l+3mp<(^n#wquIlHXi4ys0!kSJ1|CahX_}W0CsQVea3RT z2M3n|fByYC1zCkRBLvG6Vcy3_!!T$Qt68}GJ@_(^)c_jv5WC_`{H%rRA~AgT*o?97ZDn3f%}<;o+zKq@mItbmJAF{7F%-&PG4g!*5ju}$ zs!wVj2eRzwR;=Cu`pq@n-urgIcb@wKIF7cju#9d*|< zUg<;iojh~L8)tE>r{|l02KXMSV6+_K?AYN*9G3URI4e`_)f^Bm5g+zvnqR8t@270b$!@8@H~XZ+5*-#ui7~Lau7X%p>)nxX51e7x1dh z4%H3V;@57^HjdzF9C>M0sFwI2e5;{KZ`_W8GLGS~W(z@_w9##E)Omp;bTvVizx;6~ zGWdq$=0|9MLmu_z(}Vs{8nJ}9UofT5N*H*qit{8}u4g=NFgN(vR7Lt50?n>x1Lhb1 zgYjFFy^8h+u+}T)+ZnTE=zmeA`c;G`>17b6l*m~4kxtsx_bR7C+C@7NgAC73B zHQX-LhC^>oZoia21D`)^-(fo34(%0ZI`%yVOxa|=6!$y<#uh^uI$acyx_9g)u`mw` zCOa=N)4hb*gKZk6n^Mp}yM4QzFbfPg*7ijQS;1oQVzs_}8TN0?)~2V`;Ar=inmiT$bX z8SF?u)4RP^2a9TQt~2ew50y4XzW-q|ZjfVi-H%tm)W_0U)MLic$X<)>g&tV%@YMAR zDFla`lP{j5Q%1^ON^8j=7j!%bY6&-$#p24&A1X(3p?`4UX2+}q6vbcV))^sUN5;2^ z-K7~gg!H0)fBJEG-;5-~op6|WHK?5am>Fg*9UizZ`{KYZw@Yk8pSI>kOZSUQEK*v0 z*2HfA0Sfo{HcHfKOqDe3xvZ!P!-qq11-?2V@vXUk;CwW+oza?&h#P_u-|TL;_%s+8 z;j-J<>W}dvwW08jo-kY|9?ahM7&`+S+S|mLahh2_k2d2cQ14_Yj%|;H!Pk0AL4SV2 z%KG8-T)=t@9mU$H zRGgdCvXhV6>X*g`t?!DPmyocmKQe6w^FSQaW(42#F5~mu*RCQ%2$p+O#9ry z`eiG(25$#&dBj2gw|%x}sn$4Rp}eC?Yyv5XOP<&3&%mPZ6eF|Np)F1wsHTupuk;oiri8uk zS;ZtHZs6R`Vg+qYKd2v1;@R0X1;hOnH^o2c;apQZ-Q#(0Y#F>ifAw8AOg~a+;yKzw zp!=`lc{aBZlz(;F5tJ;18Bap&@7=ixGcFWnr|+L|%JayX__3R?{M}6>g((2~)pe>* zhgst4)k?iVJ0qMo4ykl-WJPMT_psIAJdRWo>i%3mjT3eEe!hw?f)+v6L+<_`aeaBu zn+uCx&?H#*tCo5X2m-r`Di3&J57UJK4f>-%Wn<6Rk7tAY`{_&J%Dxb8_2K;CTLc`= z?v5Qk=AuEn|3GV>YXa8jy?L%ERsvM7#)GAUnlPm`UqD2?CawLJ!qDutYl_5Q2Sc?_I9D!L;`lw+)>Qi|u=;Fwy|lgv7Ul4y*7_I0a?W|5 zIGbzOyB;la{!Ia7$oU%Uu5WphYLxCe8e;c$;TZYdwy@sbUXi^SjzbJ@hN?yKpp?Bh zYBWG*tDZ0S<*2G+jpA|paAGPf{HOGt=_VDY4$3tNX*uDP;DNpmH+BG}X~Ku!FbF4Y zz2XU%_d(k5H~Xfo`JWr*ZT*!khYK{7jOi1N}7tp-6LUEF)@F| zX(u#zeLtLWqj9UhmYN;26PN+K9`qF#n$XqZ}p$+P;_84L-4l(%%t#3 zxB1oKU`WtYx7Bb0ZGni^&-ZCqt1TMsbH@NlLSd~5Wt>PBa~V=DEyV$R9Q6C(0#eqW zWf(V!XfWwU-19HH0n4mh!#_`&VXf(LQ_AKvECd`)C$;54o7jO`s>(U|YdpR2nY@TY zQpd04C2JCBXm`E;@#YV%#fqxh33I{J<+eC|UrpHfAT(@06bco8t!7RzHp0rlXYc#H zVj48z*I5Lte&^ui259^tZ}m^$TXi#{Dy&8D{W-$Ojuqk} z zj87JJBqzbNr?6&x>078th(A`oIE3wvLd)>10ag#IP*;v!#+GNQ`@dVr;jDFROiQyW zjM4ox-R?30s~F?*txulq6#n>m7t zRSY)p$SrL+d*K}IHnC03??9M1$+?Sv0?5F(C-W^6bS1D~+vV7X9r?fX_nb9^F_o^? zpss8jd{b*b_IML#4%~TbZ0m>R;m5KSn`5!@m|U2SMlOupJ}#z_^cfePdndf)X@JeB z)Llfyvs-!kFrvC?1IcVI;gzowk=$kwxm0O~)!(_Zd0hWssi(S>n2zYyJ}|X>^*abC zJ8G}16h&fxL6>ls{8^ZZ{?nzBqXvT{ov*?B0yO9hZ!ibqLmUcuzqg#yh|PBc51dzO zfy(S?k1^g+Ait>Qay@2-{R5M~10ERT#MLiD((#$t?~-j7$hnCl0<@Fd4iT_%k~g%6 z>nY?g4|N#UreM8Kb?P6#b2ve$Qf6IY#{P2hxUg6(rb*>$mfTXqiRw=qZ#FA%^0s8n z*hMxNpeg5&xSxh3PyO4Br@1hx?hkYGLq=HUxyzH<9Irtmb(!i%V!_F1?bvg#LSVp4 zZ}q%;I%fZF%=o@D6$a#j{l@r}kaVN=pLpLL7+|h;FeXx=N9=e$T}?X92b?XA5^6w7 zestC@np7B0Ts$^+t88x6oN6Wl&TZj`?0^_ZI_G81)NtFyWhX(0yZihYWKZffUTZu zw;0~6!tjx2-Es4b@K4tJF!M?%WCqfjU$;ntrNf_n>m2)Fxh3qvq^HpqZ?f0Kjt3&q z)lp_8^8fb4!9sj#PyF;EV5xMBPfQh7 zYH3NBF-^mgr&QqeTS8d6xu^HuOf+~U@i%hcbOv&NWa~Ch3j)mr%NqrStytwKC?k{> zgMGJuG^KPd;=?tFFp z$W|Q&y{pw1{P*A%)bW%OQm;!7g_Ep-c>M45>CfBnuiT!4!hO58IPArP11|h9Hj-$y%hVK$ zGxNXr3U=TU@vkPO&kq{M^{aRUSYRgc+7j!rN&NA{c_}Kf0cX|k7!H?h`R%f-_WTJo z=si)jB6R;QG`F?8Tzzo{hR179X4WvmoTu)LoV5cKoZ;XZq%XnIT>D|F%RU$`d_S)f z5df2Vfpd91SKjkliaZNYfP_A-VD8Fa^DnSVPtVaFn z$||AvR_xJDz8TcMsAOm~rs!_AkBis6p3P5HX!ogp2;x z1$)XF;g?I_mHU!_^LHQhJ)ho>^+p0Vp+W61%U^9KR2~WiANDbSX>CC2XZ}QYpDjNf z_ZztLY|DpV|KsZ;eZz^UU@1LDcib#Ldh+M4osfL!z3!{ry)gYwbD=X&9jAi$H$^w! z!|AMja^}+F>ejV_i|{*Ml3+Z9Vzi7Pc&|xzAV7fRL=hvyj$F5Sb zMOnn5%u57G^9zT4U#G*WciMKbT?w!>Bk^I0tc)w;Pfu_;^}>YM7FJsv#`;5J3jBiW zSiiZsxnS`MM|{kfhaRWFde3i)P~cw(H~f6y?!JCZI4@zR{$mN|ScFLIwRdnxdbFOA zy$buEb^5*XyN+Wa4_#Y|PGP-4ugUm`1Qd6KR3D|a#5p}T_m-O#I5?bb6S%(|`m1gj zT)x4LRL?QW_7huNIOL-0sZ)!6mpEPGl8m9}U0!kTEE#8S&b&C3D_#d<%#WMQk3~V+;R108YQd$CN=lXt);J#OW}w2W4LQVpJ=q2RFt_$!-EZdt z*c8^k+N1jbdJhSoYU*df&ETg3@|iWbpf#~prgsM0O+aq{#X20)rMA11g|H$obD@P^ z5Epzt4wXIn3`TQw%a~|QHF0G=_toS+p*)Aa<5<}JM(#5bd|F*jN z$1I=-@XRuKY<-?F&b}j|T1ZU|^!ZtRA6JGo3=+@)$L`vki20BObKmh>V!&;f5w5tK z`;G`Rd!LURR#n4-hsktiW+x23`&E<;NibTZsJN_D43mlSgz&CT7&|PhAZ;Lyr*%c1 z4T%0npt;gt(!#I{`;Q7lD?fdObC;i6Ir{0N$KGrI{W11K3WLVCw-0(@;o)V+`Swz1 zJ6osz!oCPe>$Dr@&SO~WCH3OOu63Zuw;b(!69tttV|y$Fmhq=4;YMyA2a=s2=8g9d zRzJGs!r|Zt&DErJOohVcCPVMRza0*_{H*O>uIfXCq;^a6k7jBQ;@ovJdWAp_2qxp>3#h<{i<|z8={tXxuf0^;zIR&~^ zUKQt>?}WM2aW4`F)nJ|PHC+H$;p!Rr^k$JQA7n{}kG!@xn^gT|59c0Skehq-pvf8= zBkq(=A3^Ma3gy13=SX6CAkE`p2JM*xt%qkgLQ8BF)>7LpxEL=vMtOMujQ z9JWh+e{ZZ&gEr)F!}VJ~pm_UR53ffJI3_#uwO!c)+k?h^W`3N-CQdAH4UZ?0`JZ>&5AdUkyRZf{h<0sv*^WaB1cF2^fgK)0VuZr$MW7w{|1e0|uUW z9+Ht6hY6#W#kAedNQIS9|Cd>i9Tx0ieQ^%Eq6GMRFNNS3z0BvJk-bpP$-ax#^$LM4 z+IIf;HY*%1miB7%cZHFqYoP+hhmm6Po6|(!0;-qfqpn+*J*S+13>O4L_l|50ug}Ub_t8$pEqn|HAINiiuDpWQLniV)`yRvG!br31 zo|`ak%GJ3^|4)PI7N4wHVLO)emW!7f9oC?^nG-_Y!3&d&45d{!dZ1l0wys3r9L~|7 z|1Q143H9uJ^})H;@TcO?rz-(>AjZr>bB3sfvn7HiOvCc%#Ps4;&|)4^%UPXdth8`o zI^gwzfse3Z(>X#*w*X@uZ+3d87Q-UPwz|DD`!!f6&gkK#6%AV7{pX~QxndXRUCl!a zv#^=(T<^S+3fZ;^jJ35Zxc0_AKQnzdEXj}Ki{LyY*Vo)t6kUdicQG8>#t>$q&>^Vd zHmpX9UW^hlftkM=l=A**=sc6ud-B8&m|XC=G_w(l^&vSEUQ;sAKAij0;;>Ih2Ig!W_?~;HP%9ahH?Mb2l-_E&XEH=wp=Kwbj}u#1$lHc-L!J#zTGB z9W9Uk0+|0YYt7i+4~rU%M88r`q})x7x+c|yP20>5HC(krQkv-ow~iew>d6^@kq^f@ z)60JkTW2HX8)-QIjuDU#jln@tW|&IW+Cj_}hjI(H?)}HN<3b)m&@r9?*RHy^Mwmw7 z>{jZ84^QAsSMe(;$3rk)OQx7KUeTauO*K57&4yG4??ck1Ygqn}Y5U3icR-#MdjI0c z9Axg;ZpiE>iGzF738`BCNI5A!%CIH^jWg?Zoi*Q}l=$ArSDqcyw2r*HezyoV9y?06 zpLW9KD?1i7Bqo4l81>*O*B_Y6ch(G~hQjjS%NtyNDmZ?tAj6el22EC{#x)Px<4~e& z3enmL`Z=<*TEycaGup3Lyf_w#k86``2d==F)9(A@$5(OWx4yD^-2gp6!oN@GO}M{B zfowpz+DQ=E)ucgpEu+iUArY22=euk?@^RE~QTfEWHZ1KEam~usfcoI`>Kmd#*iP}v z?v$&<=I(>kZx{FAg!{+fCih!7ZN9hP_P-n)-kv1aR=tMZR{MU$PN(De(`jaPF+-rz zSX?OEH-nq(y2`4TIRB`!nq&bKfZTr!*HoV`P-ZA zSkrIkUY$4viF>Mdm^;5AFg6_Q=exNG8<9!x{N%5~5ZP^=fzuR8hn!jUo_&CtC;oYC ztlC)eb@5RHF%^@7z4*szI)VDkwooWzKNNjgb7|U_2IP5yz#nS{=-%#_|3}gg+n#+- zb9@5*BT{3eqrNa;@jh)f zbU$v6B$3@+<)Ov1`mEx{FD!jJrbzz!1sA@3%=oZ!1$RjBWbGl;whms@aFvy zyM37lV0f}e(dpPbpfU@nJ>(dIF$q(sueWa5wg_I#g9&*#A4nCmx7CVwQa zz8f7gC_|FmvgK-8Cz2w3bMA$2z=(5e-R<>H`1|IV)5k0#ZWJ=Wi%A5i)# zfa99)!}E#d7*;D>7s~61#pk6HkJ;VDjwehbC?{P&eC^|Oyz|a9H*9CLCzVzUD(#QA* zS&dL4AZ(qVrjLXPaYfRhPmuk7U0HhHG$zFDJ{|YK5+j|8l8H8}*r@WP^^sx=&g}B1 zyK^-Fy6IYH247ynmCxPl6^Imhdc~4m?)Yv(kmZ7d^%$(j74S>EA=&I$P*D zNfGc|)Pb?Fk7>thmSOta4^dN9B^c~aT-}?r1mn!r*l0Qdvx#Ro&z@<9%Ee0z7o|6F zJY7$mUfc}&gKkSx&+W#h;Na(2|ElvB!U;DV0dH z4^WNV>xN6Lz6#I6cHziPV`{lk503o3(Q_eq0N(}Yxo*<)!pPr#%(m}>m&+e>nIa2u zBVjBp`G+|SZ$7;p$G`=ZYr>;+PbDC$@8GLU6CM~W`M~4KQjFsYuO=&#)uB>K-&M^m z49Z32-+vFf4&+UGnKivQn6nPksqZH923+)sx4?&KZThjchQ?L$SR# zU;v$Rc8*Qkq>+5^+WAkMuc5=|+We}hA1>^-3ck+ANuV#OzE|;P8oI=9e(Y$7g%{fN zA*cBLacEfNqmFVsP8iRGrh3Ri_un)5efE|xOZdoW{qzE^v*;{;?>dG(wvXbe5z#QV zjsDR!b75SHq|ZGvl!Sva=AHi0dC(T0YBTcO9Xq#~+_$cO2w5sO`3xMHV35Z7o+4`= zPAo8%y%9@>Sxrp|7mEuxv~jIs_PICy{b+fUrDrctPCu9Pwu?b>+6&RA2~Ajgw(uNN zhA~u($VeTeO@aiC_jN)iu0eOXXrj}9A`oXia^yPecO<{*@S#Mez~H{^O^2dyLO*YE z1Y@re{QIO-_DOgbkj~3*T%l*cISYxgfSBE2qZV-ahRzz6*%PK2vjZ?ayz_j&Lo-b4 zA6tC$|Nqwz|4D378i%#^SR=Iy`*E~7@QZ#I2T}tM7Lz%@<3z2&Q!!OTm>6s;ak{zX z_37WQr`&i4T^%gBL30T6a+caVPo(2uUD?IShDzu!xn7s_+l9c;%ze|UYZ;nSUwSpJ zr)kj5NABg&@y3OtOe?jT3^*3grq>c)2mgi&chE#AV9&J_|6BG|K#|Ms%(<4Z#lK7C z&dx(vJ6`*bs=$aTS!=Z;rEvs0`4$5~@ll*i{!rjk{~3c9ghGD4e~V?ek|kcXa^WUH zdG^NVRwyh#+8_N)3%hE{+L?NOAfawjN>#^*hcg2uf)7FXCp+yqk#JM%WNq z|K0a#r58vC3~gg%o+BZI?$gS%%SiGbVJW{C3uCdAloNYbaHy*PyubGkY^`6N*Dx=^ zk%DgS;mmZH3m)|BDjtG3JTGZYy9?$bi*3xzb#bBON!)B=BT{1wzGjVd;<(nB_Oaio zK-&4T!{yc>j3qhf(W(e(&_|!_{kiUgi|Vc}_q2ClxHsjshSjcdU)ArsL_wRP!Z!2Vo`FBrbp7FB6xvy-D+wv2zE^Lu$+g4qv zcIQa7cE6F7(I6T5%NAx%C(!M^Ovb3ErN@^P2-r1x^=4JL9Z-Vi#}3ZwV|%@2@JzxB zpxUq!t`KE`Tv@B1bS?_}WbB@Oah< z=9{ow9LKZEu>!lyI1Q;PGLW+WyOEyNmOs^WRQ#+y2=$FSTcf>uVdQd0kQC=XAayYO zWMUtOL>{1JJw3vo^{Q} zvF9yoMxX94XjQ-V_w3meoEo_yWghO00|shpjsFlSRRVG0u^dp_J)1H|Foh>fm$u)! z@CnlFWM^~dnvtY)LFX0B;auDdQ$=hij;82R-jeRYa^&?aj|~?H-u1zihhYyaFOPcd zGHWN$n5^6mY3l$|yldppU1sPV*sUlTV~OK!);~12w_^)uo?f8Zd!RCWPgg%d#E}wC z0YiOFtTT|+zs={5-NaAlH}0*%+B?M)Kr?~GF1#sOL62dwV_&h6wG}3Gm&GP+<$Vjk z0zE@(Fo8yAuJ~T{W2_Cl|7*KpJSF1z@4LWRhdC6CSz$)bDQe%X3GCCeeX1Dj4TDMN zRNV%*&ii^}q8R-;F6$*OCYjn}s*30Hk|VrOl9!P*)3gb$))R{xC+cwScl*8#hXq_b z6yh{s@=k-Ee{A)hg%S=jOI;jn&<4_qwr!s9C1_Orrq*xv6Lz-43Bo*bf&<{-8{`GjV+#f6HIGS z_KrZ4B4@z-aSm#fnJ1pIx1qI_J)H{7i5dF?k&$81aHs$?QC47P+8m|Ahwu5|G zmOy*-0&NKMPW*Z8R4d&?3eKgyC|%m`2{ZLqX-=5G#Pt+OrHkkP!s_U}RFjn{ObL|t z53^g~674I=&1Xwc?<^vz&OU}sj`f89PL|++w&7^~w-B5;S0eEHTNiYt?C;${nT27U zYbQhbFF+?{x`oKMl?R)<_e#`#hu#A=kD0s#pw#p-fBfU`&^A1F9dnOisj9)Sp>H*k zT+-+&GV5{Zdxb7j%M|u<9op{T#|EWC&3`^iZ|%_mz4~7^o=7&BP85&f#km)=?4)le zaarD9M8fqh^jrF`i(lD**>MwfGx8jEW(uqxbrOLNXQ{e(+XP_P-)zD4ha#>xj1+}a zZs7?1-M*O09s+G;;J5ig~NBh%zp8Gf}@=`hlwm7v9aTe)_I#-Na|t! zQ0`(38#lv5rUc8d$TueD;QW>!KHs1crndIJ#!JmOpQlKDwk@WSnh1mU*6!R4EWjb% zudE#E+PIlLl=6pIijmd<^G00%FzqXe_1jB3_?!NW^Vx$lF!bSVX59tQU}WtbU^Vx{ z^;;jJH5P+#Q10P>CU5L;A!4M%bgT&mKUf`ac<~kI1W!hH|1HCww4%!=^WWg){eLod z%hzD)b#c#eYoGoGC6%Y+2^Lszq|WkS2ro}KnfAvotsP6~ei1v)27s?N90!pK|ukFm#G zpfll%!X&#lB(j$4#gIn;iHq27iHhEHxV_%fqdFmMg4_!OW27x(~cE>&6N*Tz8G&QM2z)+&sS zQfo-H@5iZqvPQ$-zhQlvk#J_C3Rbbb5SCOu4RfTf1G;KM(D2ZVRpz@c)~J4+X|NE0 zcIPuV znanKLpxaI`b~e+8zy2$WNxT&7nzORly(1Y%9=eGfipqhB6=9PuA34n0_UOYU`cxQR z{gs`;tbijrt`~6I7AO54ekglJ0yb|L4R$?r!3aZ>1l6ze5FqLJ!BMXdhDCOKXn3__ zi-&6THddXHR3<6>_eUFKm0vS5(>H__nTMgPtQJVgpgY*syoq@ybXP^}9bv^HiP@gQ{r76z>Uf(Htl7CBJbmy3od`tnZUmgAQK{jYBmndGof?N6clEK*` zi2+;rYH z=Wd7xYS7W!Ql{$JaQL=rlUTVT&I<;ZuRJ({!wQK#4OdGbIneN^)<`;mCO@CG_kc6D zJ6$S&xz2~nyw37UHB|WVZFZLDa~h7d*EHHae*(>7w&TvG$=G4D>}_o7gR?i@j2x=? zhqL3qIF{mG!-VF%Z=;S3j2rzu+`h%l#c|2E`Oy{TZlzb&d9UL_hG*&JMImU}6TgJK zQ$Q?hlMGP|#QDoT|7k3XL5u0B-5(sT!{FQwZ%=zwXmltx;Nxz>ZZmD!i&cBDU4Jas z%qkBn>{Hp8+k3J4x<$Q!#xA5b8R@U@Cd0h`u)6TH9_D*Z9Ui_q1M@9&E^-;Y*dV8u zaM^YRr=EY$c+rssSqB!FGH)EhP3?PoRKs*Ihx$c3{68D$I{W5u=HEh~h)#^3tc-xw z$BB0i$Zm(R^@a_Sg)xq6i#8v1QO3IW1J1OqUbvwDQ1?&$b?lWFld86iz-6X|&JJ!i z+_<$SFgCaYR&z_gi}(s+TL{OBMAAN7FEWk zUvS2I`vIjN!MJF+8s=km68l@Hw!gOFg_LaJk@Fw+Vr4DKpU*56rtA%j=$`+EsN};O zf&3?cBqz99vcQdhDq)1P7;TeqIK@%IL3$VzePHQN60t(!_F2pSbLZ{`U z-?6`rz@)5LnP1L9q$ny|+)v)(-vzTDoK<2tnmpAenXv~+pI!<~eX0j)kZov8Llrb8 zxzX=75d;j>+V$XC1eWExcLt?*L)n+hhLqVU*x<{e#&`dRb&Dg5HM`PbpwsE8wwMo) z4mFF;U-?C#xf*V2zwr>p?@GJx_R7GO;%_U*x%id$4OpE!`$#A@cA7nyZ3%FENNB6+GJ5+xI#F7 z%s&POudO-d7uyo(ets}Ya>~@8xjXjFiz5rkT<&YnAA}+0>e1LH|3#SCpVpseLyP?* z?eI!Y4IBD&QWwYga6V}{m}xZufAP@KN&dQ^L0@@pjy7Ho%YIwi7RpaU``y16pCos| zyu|K=jm#*lwu$^9XV?tCFDmb;|4;#Sk;?s(97LFYd-Ac($6#1jx%}?8-3St^Ke0cP z9Kf~D-wYjg=|a)uKBI#VxAO~6`X%gDt=_F4^s!n4onw%!)VT*>r)oYm{$=l z-)?^hR%8Ec%kq8;qilEkJeC)shbn8FC3tVkli$)-%vZt6g8~Oe#aFoTZ1Pr(?}lxrFbo_}z9+AC8cKzRJ`FWYAgP3mlzDh-Kk8) z{J}7@$@oUAoE3}X=>sCa^5T-$bga%80}yK1lBOPiz+Rp6G1&vhaLrwQr`1DuYgtOf9r3s$@;|ofS>=MRdMRnOV5{B{|X)72p-4s7hd9ZyKf@Z zB4(f4f9+f6?U$`=d;}+}@Gb{W3XtEJm$rysCD84=LnX&H-~!j}0!HH*SUQ{BywuW$ z4Hn|VZ7zSH=)by!<8Eq@QW%`Tv2z|*vLk{ZrxWMB{+LLb$3XQzbz`3pRp{+V@HP#* z2*iE6hnquYVLr042Ykb*=sDv1f9oZ0#(&n@2qkWF6ahEzER9U@;!Phy|FTENifQ2 zacF~e!|j!O-(G^uZ}C>nruUIdR@^aCcLrMbI$sz6V}j$|ytl-~Q*grL7;(3|1QLsm zKk|$`jYFQc$1l6q!}zGdHG9@OI3+T0*qkJbB|^*eM>!iIQ9AwJi3~<)J#25c95JiG z@aDYjrZ>uzZ%2RNq;Q8|_DmK`5Y@kN2&Y3_T=^%XL%s5naoju<~ zB;xA5o(zkUi&!-IQ;Q*gKh#*8``PRqhDIk}J62B_n0vpD?khep6IuRyhv;K$IJuWz z)I$f!eCnj`_xdPE1lyMB2UhY3uIn4l7ue;efw9=rr-=LSbtO~6Dl*;#>xewtN z1@r2swP4x9W^Dec0;a7@UW$J04kXbcnfw|@*s%4#al1YC|MxA$bD9TY6=8@i|EL=j zveUlbtsVojs--hofWK(O!OaqCWO>Oa`P{HgK^+rZeloZ zAGRKhvUnAB0fsxZ8|6nhaQfF@t{+={-f-r2i?{dI`3W!o=N?&&^<7L4tPfa0MT%zh z`CD7QK|2^;^XxD*3NiU7H2c5+>(2ALhR(qJi|0p5nG}Gy{^-Y;kuFes)M_09USa-a zj>OK^Xy|9D<9L=@k7K%=VZO->Kyr8>9=Yc`l*Udqcg>^%^@ZYQKp!n`?0WmE{A?}u z!Gz?6Sy}?)jVadVKoTrmJumIE$T#CILw`=;c{w=M@`$WHNM=A6Eh##cq>joO_xLHPL6B1#QrUETlO(n+1-6xcjh9t zmU$`vcU&I^TUG9Va~grVA!oY4aX5Z->Q|kBKenbTHlgpYn>g z5Oi$lceey4L)W!-mokQ8?9{LkmKY@=nS=4GeU8``ca}l_Z*!QGaoz3u{RT|XZ`S^I zcNz$<`^?T|1OCZ8HtI8!fjt@m?F{!*v4bVR{c(30)Lby94Ywylzw_7a0q+c8E-6Ol znq)n8rb-UF-9{|VpKq=-86?m=)E92pW{e{hJ3qucTf~<5IEIf^n>fCp+k4*XEmX2` z&wM9#z+73nSO2&bt`>cy*C`#q1)b?bX6mbu)!qC)ia!@f8wN+KQ>&n5)%f3%>_a5W z?voIpm4ZL_`&pYFG-30(vW#pcAxyYvH2!R!2HT_g8-|%bK}5gk70OIMPAjvwByq># zJpZ;Uw^SbhvETK8MOH8tp8NgXh};B3=9RQl;}OvHXL9(eq%Ji6KFxMDArL9O^ci>f zCLt^G;pkDF5^Nui*>ySC59^6Z7N(EWVPolO$@8Pzq2FKYu2al!D4qY1M1M9N+ji`j zGkLWik{K$T3rxR41V_pck8lJuAN=qn!t@P{D$a@Bk1&RLHJ0V=^G;Y27EKc-uY>co zw6S@MMKBjMKlXt}4@X{p2o);v#7zfdQ5Ks5Sa7OLoBsozBh~mmr*u$>+bO!R?W0$UrD7y{?VR^#er!gOG-~j&US*<|^XynbF(I#+ z`2+dHw*PkDTirTWRa04!0PK3#sqO2T1pTI$RJu+Dz#?60%50SkPPW)3)@=I?qdl&f zl%M?&u@O=mLGw27j*b-p77uJ>+%PD`F|Cf&I34bJ&)BxT{I{*K4)Z$jb1*N4CFNZ`_^ zL$?joXJN(l1wmVs9cDA1xg0I>!m(W+iMO83Kp4LO?E{*197>&*P6<`o+UHFN?SxO^ z%=Xah+hlGL=)(?}&kH-lVj(}_#j(3scZftE@@x>u68zD}^s}+UtFj^KbtiPMal8xp zcLKv!yHsUX7jU*wHgoNF5Ol07*goP8gvA#&?>E^Qpw;)rVo}I5m{3tE4^BIXV~4(a zjsC}tt)*4FzVLq4V2%Xi35b9J<9)w*YlC66@IdT{csfkx2Lvv~zQx(rn5v13dQjT+ z*t3oG0!&scz4%(_gqz=c)6QER#L?e&lv^{GaQeZnS?ha%1m);ZQXK zbD^bGno|T0ZF`xtS9K74@*6jT^__9-dicbFu^J8f-Vgk2d-o$XUQmNmUJ6MZeDkTN zw_%ZfaVSB-6mxeJ#uaE@fsK2)viCS{VbhUwU9Zn^z_5p*b^F&onB?PhxV-ZU&ZDKe z^>sTO(Cb@1$36x*{QsszCa1A9!a>@C$q(m0ZzGks>qEC9gPlPp0mcW9rn|o=g!*76 z*MQ@0xbDO`$kbr33&W8romKuPL4QbX=U8;FKMSxja~4qY%#Ro_TlI;#Y^d;KU$-DhEu z#^1AGdl{@Jl{GUfJjK@wjVae`m2ot`>sEJa2=@Bg_@#3MLX29MMu3#-NefwbZ<_yK`moVn3s2pTRH=ra9Lk&^QY8*I2c8j|G?otnDnU-wpB`mi7z?}Vo?PebpD=C zVoVaTkIOXWh|Ck%@cMMom1Y=*tvf#WzM^2A%&P`_7iJ{tafqAM5|I?H*gG#?h)ujE z-RIccVLGflX+8fu&TyhXtI}Z-fTbDlE@P$0n zowwZLT%kirH@~u_2}wId^wARdxA3hd`^q%7hu?d4?`e?+ zZ3;ukiQ8NGQx>K!`iUI|j$ORzpI!~6QismxU?Ngspi;^)l0bh}>f5;*OYC3dw!9p5 z3TLT{yWT(M#rj*Tm)bh!V3E7BZoX|V&b*T2N$0*qL7{xDDZ&1zUWvL{-=;1JfG-wIerf6Ai!e*@awb8LVIDA;*Ow>gtXzZOn#b{>=rKx9LRGNRr zp`<7GW$ml5>-Jvl;AIn7c;_xeba8|=rT6OkM_*!l`+;%|?u$4PuUKl*ybUI9GW)Gd z9)W_GHd?IMh4o{{I6IE=z|6O|Ul!HxV2kWc*E_*=*!4=|>qVHtmBG(SYqO?6W?z(i z7rzS@id6i(J56CaDB9a0ivtr@4#Z6ViBbg0~m6ozp?4h4h8L+r_ED*p|Kdw zy;)&F${0u8YGOFH2bJ!wVR?tiY?+$XMdc7kQS0q$dkiFUmfMPS3=+v{qqn0Hp}pHr z+E7dgDB07ywC`8oaLlvk%YU??IpooyQ&Go&;>eexmbip#Ph-z-SKjh6{?n?8bsk6& z^?P2q)C<*(9NV}o+F_n|+ndRPKiI(+p)+f@h9MTZ`E18kaZE*0O!?(J49zbr6GXn@ zKv?ZQqc{odTx_j6#{3ZbAMHGuzVj-Q$EP?}vT0%d;AJI^G*)Pc*OL0rxE2@wJue&2 zipAld4?VcgH6d}`ms=>{8&blaeTsadf~_A0g5;glajo7rSwtmnn=4wGg4R z>ieo)A67($_0N_C;IMP=X~Wlj&|sE&;##03B#ft@(V#zu#0aL=3splnadtpOL^ufg zuH5}A?n969H+XgOLQ0@}Z@@Or$uw9qUg%G6K8ORss|#7nWE^zwGA|Mf#?i4~71`OZ zG1E-FPUP}3)*T7n3Xg19&+*kazyAp5MSI0Kj{e4x{wJ*G28OZHUHGV>&u%1bn1$x- zrR`&SSSqKc^n4h5IxU&n6|9AN+ zQ~Ya~cKK70W+;ba2l#@x%2T25lX#oTu^1puK0XxQF@RJX?zwr95(PjWhc-C!l;a(Mej97s5YAWp}l!-E3dsj8krDbGDE=O4963QhiYrC9kftu z(rlR(!Hlc>f9vx4&_dj&Il&_02$aO@c78Iur9m(IX{_r`CJuk%DgKir1I2;jVHsVC zI57I-0JlUK7K*OOQa7C-@$KBGAmdGFTlly>8`_C&Z3a5;Z!Y3Li}{rQT1TN%>~g`U zoKTp)XUMp_y@NpORQRU$pFK>t(M%q&^uqBeZ(Xh5OGwJ^8Bn!k#|f^S3lqc>TlpjJ zARYV!NvF%Z#AkV-|HH+pw{QA!?BSap`w};x3Y}4{+kFiuFRxU4+t0$N2+#KaUescX z@%evAU4;Z1;WnAHmX|;}T5%wfP>3yN4pOg3`>}}a)KMFw!;syfrK2&Of`z2I9>sry zNG+(Q75>@?Q}eW72V3a{8p`S!DH{!fZ`Th?X=TuEX>0$>ua>p zn(8N{7l+~s_L_n%6f{nX%^Uls;^p{eKMs-loG zYos0g)gD&FC#~IC|HJ?Lj z0mUk7&+y9wkYJe3bawg~taC28=~KVK@ILEzp7;)0{rYY??Ae8sp9TKbuQg%i&B6Co z>~lcQzuyyNy@KTK4V6mY{kRtLdpAv5HVnjC5w0b7U~6Q7RBwg^tOy%3nK&jOS>(Wr z${mNXBlNI!n8Hr@cXs|slT#QF!*Up+qswt^=BUDg&QGiy|GMVBqY7r-eb=~>=73<$ z{Dkw}F4(-|zbz6afyCq|=+7bt8+QF7`%wqGM0ocqs@*|q*qZ>}lPvJ(W!c~2@=rLz zw=ck}XAYV*SN$rLrE%ay3%84}2y~Q{vaIHM;7|S_xjSTV*}B-R^Zvff(<`r|hIb;nxd(xy^nv}MU@|UJvpAlRYYB8uM|N)<6a~_q zZ9ZCiJ`!jie{#7P!H6AEMn)sKM4Wau@CjHt1mhFOr%ONX#L=JMPwcLk0`iQ@mFTVf z=!pK^c_NS-7I`I`h2+<;_46%X6J35Fv0pK`9!qc18dVA;3 zgXeG~ujcHf3$HNqo%RQD_ro~;ItLT(H(|?tP8k{B1ZZ8h3>zlI06}T4pvQDSbXmWS z)O2UTp^NWl1G}zcqvT;m`F}_j(~HOcVf_!%>0;Pl=vWoBvL8D?+&xL3#E8>h z0)y&UcH&G_%-6$r@4!5ddtGJqEEfGY^>gZP0!*sq7up<^g=M-i!3u45pm-_9u6UW@ zkV@S8#uH&|7OaI%(^t6S5HQ-B}zQ_o0Y=LYgxrNo(~73kDCG*-ICei$JAv{3!&>JM2QRxVY`j?JG z`KL75mjiH1u5!T)hm(uUovY9*By`*Zw6Vo^=vx3q z7HcX^2lv_TgPGdJ90oBOm?Wv#WVQQZDsfzL-Ytx5iE6k!kv9REiV7uSzgI1<17uAlWMQ;atkEC66O{IM=(j za`cBWQc2n;8((E^&CBV(Svogy!eqefJmo7+QGeHbc|8KN^jf3;9vp)OsY}w*%jvjK zY4o#hzcEe+R?nEIy@h5Iy$dZ8&u}oB<$yrMF!X#9OQzveMbi2n8tsdZVP@PkTygJH zsN(%~Lo;p+mS{4$k4V!(yTyN2ZVG-dCfGXiZ6po{f%n;+h)NvW1Hu7STYl2SbF+l) z8!TU1m_Isj8P~m&)CX=Z^1bG4jk z6{|;C%QpG@bsFH24|6 zek#5j@Ny@#ydR4D6m%VjW)>cIX6V3tPR@^9>ytp?&&%ijQGgxiB(A6lo58@jy8n7a zu0ktI_nZ7eHtgMLzbUQ#9%lcE?)e(vi0zc`4woq>p(HW?&MB_%m_hwWe^B)YbO#nC zauiI$5VzLJ)lnvx58rWb(l!B#uWTF=PgjJtmUDS2M$tHJ)#`4#TL2b3bAIku+R9x~ zPETeXQ39QN$F;}qU$EA(Ni4hc9!yDOEQEEpZ~3?0)3&^JTr>`3r2lvZ1`lh#<=}cPE5rnZ_+-g#dY%sR{kza%E z0i3VSpScuP52VD>1Yy0KFqE!o&o_4y7I_4_xzYu;_}iNFP3px~KJA#BYB>jGH(o?- zGfM-i!i}vLfjD=x=$4@E1sp6=(o$Zl(_lQQE1Poc2n_6H;q|$q4Zqnf0~l-p z+QL|)_+&Sr$(xr}`DG1~%C69Empusm46@NGqTgU7CXl?1Mik~Mit1kzm2sd_Tt$*q z1($2I)1KY*#scfhT0l95x&PK28BX`%#~!w-+10Pmm}>VW+-(>;4!zpuv~U1t|2=$v zy{Zri?61n%jy#3ACtTacQ);1ilKY?@p$3*T+s-H|WWk_bbYa=R1z7$n%q`DOhl>a9 zgOHRWQUz2%KF1vA9QKD;Sqj3+zH{vFtLU(c`>e5DbqtQ4+J0qZ-z5#k(L?QFe{UmM zfa}%~-BZ|lrf$*X3q39_NfioPC1UBFGhc`;hoMrOOXmW`702n7nc1Ezz>u#8liUam z)+(E6SmtHp@?P}~art{V#pHFb*LjPNCoK8CHv;6HyQy3I^*d7dMznVPZGy47*-q^l|7Sm+q3uZ;=S5$GD z#po-xt!{h7TlgO&?c;dAGyF3QD>;-(FEL_&l)=V@X=$98iwr&&cnBuH4XCC)e+1p# zuN0CSN3qh*oLTh#PUyXPJ%V3!8Hc(L6wP{;z#!u@Z`Nb$FzHll#;tz|DXwcR0{_;a z|Ma{_?ENn|@bk~_M|=!8D%P_tK5}dSWwvaW?HotyU$Wfnb!F`4ATKu4M?$}{n|8dj z4)mRt8a8j7#-XLti(|4|d+F7p3Gb{O&fiSC5oB=%2VPS?iRMaR`u8LBE_uyRFMjqe zoy-Vqu>F1Dew!Z$h2EbmTl@=ioyrl@&a6OjcMLxL{TbF9@Mt~FT*uaNjmmB9PcS|5 zdjretUTm>YY!aOphE@(?nSQY(>_}&pHHr3xxf?$`?r#(!S;e8tLqQHlyJ{;ei%-GS z@yyF4-9T*7cw!d%o`pc`=aA(*^%zG~tKyEu5TKv!;_XwlJCGvDOnc+SN0>fy_q$99 zEewe#SJV<>ko0=_rn*B_5?>M;Mh!YIy@DKIBi&y~)E?(y!dJFZMvFoO`%C!*1xP zd-ITMtM4f`Qsou2)AwDhScj7{AzOEIP*lH_}cn6T%=JgGJ7wB zD~GFmcFr8f-s~E#r&c#$WXO(F_x=?mCezIq?{&i7XP&H0TS(1uczo~JC7gOt z>neST3yCFDvn(d1Fls|_4IY=k*3Ongx0rgc{()CRerGzQfBx_t%&*`izs`G?_8ORI zjEuq1@3@|tAV-~LRTj?UBw%q)Wh-<>Kyf0QHfbKOjk^f30Ak4>NG_Qmn5mksRe zrGb3V@WJE$a2Uz-{Vt+>5$0A&M43x$Fp=_y>8Pd=Iy6^`-WvXb{V(6n3?{q5h%L(r zjo1}za92?DYTS;bz#`q_uBkZ2qWsb!G8vkl>NLGm3xT@rR+Pl2Gtl;cH&%Udx7P2_J z?kKXU`vb`0>5|{`d7-&NE9l%e2ADIW*`-+h6UaR6dguPz#MZ{rZ$e+rBPChc(t}PJ zzb*Ki{357hAumk<4~qzl+vO<=H5`JOih!%Zp0PNllYI8|_P1DS@P{_LOb`BjGzgEU zS3;kTQ{Rc>BpQF9on5R@b*y_!p*} zU-O8q?}Dk`$Gh*|4aZq@y7AP{1FI!$;<hVZ7Jlv6aLGEL*9F+y8q9 zJ$J83m9qSWf#W}~*k235DWBfk|K$i_(pF8=`U9Zj9OHGaDr?M8%qufLa1#pSjbpT$ zIe_$c{%T3q6Byu;YxFGcfMxQ;{li|TVd#?JF@3dITnx~NeaTS^EvFrR++In+;(N+} zZ)vgOR2Hp#_-P(oDDoQ8bq#<)i3IXZ0t12emvm=wQz?)ywpxZ3@L_8L{Y#6wS)jcA zS{lJI0Y5JYTTA+jA*tAE@}KB)%$FAAEcFY*;WuLJU3)Ttm>W&py!-?Erw+u8)++%u zj^IV9+u|%W{nRAOw>Ww@BCl=RQJf;l8;y&^;(+zN@AYfrFn3={I?M}eB_xX`=T|V08mmSl8U!n}Uw8O@=)o>&EIXNf37RjQ7>Pad z1t=$aSvP#=p;5-r(CX7RoCuQ|%K4HFq^IHQJ4V-`e_7?*7gH4+Wls^wR``ZRr``%G zaCG4iW&P|(%^mF8UNU&+i4T@@>m;>}J3+liub1YVzepS{4{zlfghsaC?WQs*IFa2o zYk5B%TSmfvF{id-nrJzHiX{hT#WTwe%Pqi=eX_@T3KvYXpBtB$+3LH_z8^Gl(Lj)4 zkucMk#D6SgqWaPiB*nN#()>`wj#Z~Sq38Kwp;>vy2Imu;{q^7I?H$ZWO+V)@m7Nct zw(Yj>(7A=Aog-f?m%iXEXa1AA?q@Jx;rVr4hXD07Y?6HR0XP;NnpoPA1pQYZpQx%0 zhk^2E30D|jVmnj*Q4&UL(AW$r+<&tPHE&}Nzsu)?ne}IWJ)$pgwz|kF^B#GN+hZQk z7R>-@I}P)Nw+hhz`mp!$HC|juT~66^^c))9R$6zkJRKXYHe>Q?RweTc;2XjiYm!ag914)7N%cR`*0r-@TOOOPXZ zO8fCd1P(0KFzQt6oN@B({EQQyJ~S%J z)#obM<3`NW8%3|22())!eAOI0h19+BEHhsxu|5BpeY8O(&MngFb&iBWH~Xw$^S!rF z%6$CmJY6OLH$ce0&ZUNN2Px0vvZ%sZ?D0OF_Z)g?uE~NEfr;N&FQ@pd`IdoadZ` zd6npN4)zqF{<7dDF%1H>;I6aqb0Vy4jLAuxm;?2uk!SP1>k#iHZE8hjf+4wp9Gdxy zNc9o67k|QoTk+?p-bjJb1n%PSLo_hd!!1DCBZ&eQK&2cUB})Ttz315$OfxoAV{aroZWvU_a+aWL-n=!%;G4F5P2Xn08x7D<2q{!)#HjXgIk2!)nNJdMbiaK zrUBP->xOWe>za7Mk$9+OZ>3HAn1TeoKCQ%!1{nDo?r`>+C5&&|dGMgX1I$~Y{qOOO zc_`yPA=@S`j+9Zs+rN`@v8Bv2t~qBE`mVF;?J(F2-RC|{A3oHKEpf4m7jXbaVgLLEG^5v9hmxIxXFe$4@kbUr#N*qplNbaqW{Pe6q@fX_hnYb&WdQO zfCK6T0lc0HKLTOf z_st4exwG*YAs=RMzi=5zHQDlMd52yP9;7I92=DVWh51mOb&H81=($=)?Z}`3@)*fRkF8YfnPQXxQ1h399Q<#WSKbfiiAJmrh zJy(BKhLlfkgL+XnaWY+ap}~=)!IYHxRz%|qv|V60_E9292BcfUpZXU z4*e5H-R$>_BZ)v7j(GVLXS0&8JtpplxlOj)Bk>DB*+sK+;Kw4&sjqkYoA(0A@MB%X zBUW50xpV2=P#sJx(WV(K$ZOC#6O}wHMWEZsThTj31{?^q{G(2m(9e0=>C;1PEEPCU zGiNr8)5&G`?drEY_i(|C!Qon<$V|TYMQ@G2Tt60MNWa1Qch~7vY?_d`x4^^l{5mWj zCfgO+&qBxX3oTDa)NuYis}Kj%0{T2xTd)4^kDD$~z1$*?Wfe;I_df83d696ReM>dC z#<8-Irf-H5Jxc|J-+i(7X3?F?c5_fHtyLQQwjTx;^j;m}S%W57KH)!w4A^~lw1W1N zD%KC)`gip0O&Cs|@pu2h4P=>}Su8eA1iJs){t|RlaO7!p!V~!}nD_BeUA;YvMDJ%! zosE6aTJ`0Qe(eJ&`)PcdErbfCw;p~A{Z7P|A>-Sw{xdio-!^kvJq?$?+RKg7oh*YXGWz$*^t$Ee}U!mu3`m*{ZlytCfRRzIM;E-||;n1O>j z@l5Pit&rpBJ{%zVnLrb=k?qe>ijyH3B{6hz|0TEj16Z zU!8tzTip=!H$3$<-IocoC5{=RQJFAz%shr`?rjkCTIMuvhM(DPkg_5}|=ZuWE8%zui9TnB-9 zO+HU3K7PG9&nO>;WS$axxZdLCu8+M_zrMrLz4uKv^iEs*)bOf8D| z`qxqV3HG?ute`e~{SP#J36t}$uE4Ixr)~{isex&!yPx>)9K%_I;j%z)DJaVRLvh|C zhNJRr=duJma8T%Qn+F4#?+-Y)#PDABBlTR0L>c??*`+x_~`BK1t!B!qyiXs)h zd%o463&ynLv=Ufsozp!eY>8#AM-Mq3l*UrK&`NKb-AKAE&BrtRbE_Zs!^*1{P(uGi zqb2npOh3p9MowvHv@t9E17p~gknzpkQ3m?0_kXZGDv5tq^OEi))j|J$Z2`uhD(Lav zwog%55GI+2o}|1dz{*;iL7bs7w9a3jtNxG$WwcisCu|2WA&{07%OQosGJf1F{hH8r zNB=zULK2W&9)EKidV_OSyQmFUFF^2@$|7eMW?0=F)5*Xvf(?26wrt%5n7di43Mt)C z95nxvE#m}Czdvaf_Q^|wX6TR9A(=0@Y7{f*=q`e@BLyFS{CRM(A zHr`Fff&a=ARrc>ru7=%wSK}Ut!zzUni$O6^ zEISyTbWj0FZr5&B-F^Z@_d0?0FR?&+K`*;1eh7vIuZ3NH>;mKrw%H@qmN4N_G0C)a z63ElH|1OltL4yYFyzM*yZ4obi=;e(8Wn4SpSYb2_HyKr**k+L;f0mu_ z+X%5eaq8nt|+i#!5J{H_w(Lb^EX!v0Ng%gYBoo0;rx9Kxpa zSIYjLN62+39?tZe>$wPnu0o-;oX=st_2u=IJGX&Ul`WHJYKBXbJw)AEbJ(N{{!i%g zEm%CMZfAES6bEkbH-53wgh|t)@{&DkIE&>e95gzZW3E*Cl`{_qey!=|uNOm`Tfkqz zh80Ykkw`WmxIkIv^YhM0hhRj-gHtr}BrNZiYS(%$1;d3|l<;jYU}-AogJ#_(&ImQ1 zD`=6zCi_3rys54@t2R&bW-b^-kT_Nz))mZYuv*R;X%U8T z?5&jaJ56RByG3c#54ZyxO*^g=Ep?&waSG{kIxkYY+gPuCsl$n5moKx`Jb_Q_84sef zTVTXs{dSG?F&Mcb)yAn6g<~h^2ex+|g#`%_H|`xrap>{BYromH0h##Bt*mGrNfDJn zpBXiAezgCINEj`Qj67%Iot#7eU$&LgUoD}Qz<$ouwFOt$&(HH4yoT|`Ne(}rbI?EZ z&vMfKJ&-rl-umr$gHr?&t^KGu^s}~v89uT_;*CTFfuiR)C{~ele2+JFtAfYbUyqUa z@PwG+@vBIw_7V$Z>xMSDjP0~+;keA5AT4r{3mY90XwH1N2)`^suI1;7!Jo$l4u$!_ z@W(&wNYU~F42X+iF4?|JbAhT21>KKF9tv;~u(>9L<%eEU(2^}-x9xC#3| znQy}0SKW=vt}3`Glzigoj3CbGOEKu&T*FkYQ?J{0?SW~@GsO#@^tdFPA8B0n3zyP~ z0r%X}pkF(Kvo3T6+GZ}DX6lfP1krahkrghIQD}DHVGas)sqs0uGdZ6ANuC8wIGl? ztda(nl|;CUJa+@p&#l!!DF8|Xq=L!MHn7?9g;<4b1?14R43NCZu$0$Tb87Ehph&NV zo1HAis&vTPD|Znml{M?s9Emu6Me0}4fIsH_ck0WD%X?uiDK_$6_yHvTr&)DFg;#@~ zNhl+`Mi~Z_?o6NcbHFZRgpfoSnR#L?XUgAY#79R%B<5HOxHLqLEExZ zgJx%~OX%b|7}!yFCx=ZJ7hA@K+!k|z6n;RdwA~g*Yo@u*AD@Sa1b@5CNFktPb|!cvvM6el-5Qufqp zc8SWuiWi?IqIos$sE>>q&Krb8jGLLUNgE-dPy>C4hnsip{SU^j z-%c?&u8LF+-A9L}N1?vv0Euyv2r)JUq0@4_n5A}7d~Eaw_KTi*p5y)*S5j*Bmt?45 z=!mk8O^*a_etapX>@x&|HV4FVpGqKAvv%Q4S}86j+qd@qnSilTnV4N8K`^qDKl4YV zCv>c6o=Q1W0}Zuz2PSs8VO6%t?V`uWp_q=%;ZFVss4{X{S=AKA^~Ve~i`H3K=hD5A z=kovx#6=ZwR7L&&y1E*)_soHzwLTY)?^73*(5cuy6wmI1zOAh@Jm8l zd8WzZII@7G0D4c(dOjGD>0V(GIgYJLXP?|Zavb&To=E--Wd!Pcw@zC5Wt_3N)J>x~ ziv8lV39>|X9HH6Yt6yI3S$|9mvqeFn>)+gV45xo z$Kl$?lUR8E{KAp8EpAU~di1q*7)DLgWKO&0O4IZx3_Hc$V=dm4Cf9B-R&^Ucji~0RRxSRY%`LQ`2gL^RzIsX zWMHy5#P&ih83z8bJ;8lGxNOFzRkbq}XKsH#GLWv?37NaT8l_+Ifj*rJcT;3fLDMb6 z(3&HUV2_N73U1x^Y3wiS87kQ9sH16fXv7|wBF^kKCwjQ(}^W@>)wgTgdH%alP0Z45qYjmzx!j`pK-{&spVOe?IHu5UWL3<%;1)wnvnvk`_^->+O?j3qG53|N>oRbabIPOt6qRu~TJsNMI+8oR8H zHTLg`L2BnCCK4Yr4sX`FP0{>?BS*xfBC@5C-khLlF?|zD%9_H3Bb*7$1z~N!3_cJT z94^+KO56mkf}}f(yWZn;RouQeuWNwzx=MWSSq*4fRpww2p2QZhMX?nlUZ^f)_I^imAvN$FC9ld zojbBWSO8YeB|PR9{s?tSC#84v)Z*%@a{kHheDIXFPxwi27%cscJ@M|w9q4}Sw;G#$ zAJztgj}h!QV-x9#&!_f}Fc7$tEzi>qQg8X{SBh7_lBXW|mti?hykk23E$c4k2Hw!< z>meX{pUL;_StHQPO8h9F{tii5pA`>os>MEQ{ecW-VVFAdC`3>=3#a4rq7|gfvFM~| z`f&SWAUoI(EFQ`tGN;mwv^{#E^(wvWj_*yN8u{N5VqZoQ{Y3G~rWkCDJ$uS$?hlf4 z8%|ypip7S!udAyS-*AAp=*!P5U!ni=>dy2tF)%;MmJzrhg;iOp7arCH1MS^%=x)2c zFn)gXOi-T@&P5iz5dJ%kW3QgF3GME~{M!|DrQl|u)Lj0qOjd)LY5B%ii;K{F@$mw? z#%81^W+&TdCL;ZQx6V%|b_{sWe6ZK{Gxi0QKjyE?f;q|UKlFw#17&pOZRhM8sPU=J zjLxb;ddqG38qrCJe%jWXb>0bww+@6j^Bu*t;paVtvLo2R{e4}QRT!{m$os1r6ZE{v zmVfyE5teQLckgGqGgiI*vj6j=5g3DI{`!B;FvBm9dGO6wBCGnuP(a=@obtlna;2YG z_KB&>E=q&Qz|N=qsaYB4?%VQ>o_@ICLTD_J9BQVBk~I(Kh3cutNNK z{9RTC4Al9AU#RDSu&AXXH0IbJH-+h zLIP@}Jqw|+aW_Ppq~j3heV4(ef6&U#{B5o#8K(6^>;+D0KtW(kg0G?zjs&_r7Jd2x zX3e&}%5DgOw2qS>_Fi>^?yd!c7LidP^Jez*#NEK*bMnKEk^MOK`&{c4mt$CMS<<<$ zmJ7NrhsB*{QpW+pPWz6lr=dJ1DB7ss8M+>i{+``s1=JN=ZI{C{Ft;gPJAqXO2G_jl z?@SJ0ja{iu<~J7XOB^h{ynO;`cLEF)Sv#S;y_1;XX9Yuj)e@J3^a+e^;&EYC`>|(y ztdmXSFcO=;T_q?iLtp98uhJ-494|~C%{kHu3*@ydzIj7|B(0w5!Cz4Z# z$G;O8Bqr6aj<4gghPEVaEDGnWHa$6?QvkF+iO@$+uS0$OxjT9J0$A^|KjavXJ60@P z7oVQeLyCfP{zD%_=-;MybRX+A==CD^EQ`m&@CAWQPm2X{q33nK@0X4v^EQm#re8E^|R+LFx!Lbj>8)9dL!R#di^( z*CKKBvv}7xyB;iT$h+IFwg<*f9X_w~NC|qQu6CN}n?UW|>=n7L5SV7*@FeniZS3cR zgzVBh0yA?<6#d{XaBWXmFO;Z(%JU&#E!SV+G}%-1eTO=cVKdvNvA>)!I7Clmey;_S zOlc@{Zzs{CL8~U(5WLf*CQx44B<|b8Dw!t*7`a1)n98RSVW{ZT5L4*9ZLnJXl zoE&E1l3eM*2KcqFSa=fNPTHw9hnQmVHWz=x*S<*Q7v{RYJ_r+KNj)Fr1F*3+tomt? zF3c5mN53`Hfnk**Td6z>&YSihGRxnAb=tpsZ4Mg3ETNUB>+nq&dBaMv-{7^>F%s?V z*b)?sw4LcZGYxa|jNa$!rLl?QaI9c|C)BvzXv>sTN3wZNf+sx~CjG~>UekBMxNBX# z8Fc^#ZS+2=th|EKn1hu`X&TVE?WOApuE$Vv*i|IRlmU7VtgSlT_y>c}89q5i9)kM! ziFV~DtfBuCYu)4TTaX-WHYj$~0S9&rykTI|hOz%zwyoIuVrx^Q`$TpsQn~NBC*67j zm4}!QxppqVU}e3)=67YV`k^S_p@I`B8KsAxdHura>f2$rhvOhXbJ28b=Qn69%H=Nk z&4fKY$F26CQb8Ky(Swif^}^Vjfn$SB#@I@lg75F#aKN20#VMB=mzc6xw>*A;Yi>KP z=kE+7F!1|*WJ&8ndUx#9(B+FnmJH=nBk`Lc)8O{5SE1TCU@KIo|D=e(?6l1Asag(; zi-jI3-t$7rcVAMXq%gL$7uu#*FGIJuT zzhZ%1JZ_W0yN&^s{#$uPFBXUX$eQ#&D8n$HAdbsISD{n8@K=RN7&hLR$X=U1jh+0v zqTRl!VHn*#YV2bN^cOO9x>;Yw&H{!X2^wxto%_#(@lgg8sRvFDNG;=FPV9TlQ#mlq z_{KusQv}9OA1It%`3_XIGXc<(BTi zkw4@sc29R>kNIDzhjz@k_D{-9Q1l zG#&tQN^K2KQUsB!XX#kAVhT>ye)&8>A^}M>BzGvG3(;Ed_hRf#Xg>3b>7EiDO0K0I zMtQ-o-ym|cIa00Hv(@QbukKxP- z?uB=k9s|*)`Rv}}z2GxzaAm7rGpzq3_1vJnz%_4+ZEUCM(4;(k)3(zAX9}2-ya(EF z<+WM-HG^IZpm=s5`dX1F0kXNvr7*oK}zCZ7l78aW2#8 zD&w26kLsM<`^Q@n zDbG&lca2hEgvBf}MQsEV#tVZzv)yst{NiB3%1LN^;Z`YfzYtcPXS}5~gt5-(z9=tg_iwR){dsxNRPNH6?`TEhTm*1_mL=t8k%u!=Z`|@xymkZ z%2OC8MfEIzwhvcJBTAR9YC@s53fpgmB`g%%YSm;Q3=}#I79JeI-ppp{jKpqiIkRqJ zIHHP6xA)u_>kWayuU|O5FYDrx-hS7$yN8g%wl7sh#{`Du?sxTQ8NuM2ow_9#oS@z; zPD$b*J52A$GRP1rKx#zK!uPNi7#wEdxMcelX5L3WlRR`4$4-}JEXpk*=`v;3b0!yR zgzwic>%GC=AhY-%Y7mjFanJN-B?r%;z=Lo|JEf6X{-;bI&GU;x<=h$T&)^s#KWMv7R$83~$sH8x5f|hw@ z@k?Cp@X?Ko4#g3BRZZb|4V?dRU@0;v8>U!FKh&qNA!+p5&73ACoKU9zOye@e5pK_K zr=pG^z2w&3zZ$22e%XDY!ej^|<9;1WXwJd@is|8n%}dzlFgJI^fQCbMI%^;Jlc1WI zxvtyD3!@oz4m!6_0yWdh+d!-k0MP?8|ZU^@T zB)8=ThunH}bYZCtOTM}4IqxC>)mL}c>g--3Ywf8Jjg<|~|G2w!m#8=_eR(^jeQ5=$ z`A0IjOL(v_=E0QT=c_Pd#Ck82?H<%;s(t=59Ex>@XC|7hf^lv&VoH}O5_RTuw{L*A1V6R&To8h|v)kU~$g$=u0Ou#Rz5cN*3Tu+(POLgGMA3968Hn z@fT;l$$pt$mxj45w{-rn$w8)seyK&}2A7M~d@X90CvuL@lo_^r;_$z5A}n7w>^ z+YZ7XXcSzSxl^yO!6ExLUHK`$!)rR6hkfU39{# zAH?uGqbKn>$9u&e=PP0H`Zk7mS#Rvs8=GF5jzk)H{7vL#b!@7<%H3pe0m#pd@=SN{ z!N#>)yjvNKHay5uq#2(9IaMf@$S4Q}w^L85rT1f{VVB^^sGE4L9x;KFC@ow-n+@SKPXImHui$IT!$l30{4PlCEH+vOi_T1J{$ zfq4ImVW_M;>rpzG0xj?G+1?*3&|>q>W{*B6EQd@pvy?kSn3>?8lW$)E<=ws5XX1B| zI&>&UGvyTwQm6zGwIKrQkDZlez1Oi%XK4pLuX%$j-f~XwUc$-8&pmG&pT)((itq$s zU7S4deX|0aAC7Ws#sq)L#^F14GNQG*K&rMfi*;+h~e%W~$`lv9A#f_)WM%3q-M z4Eq<>;~CJOnR2P|u>w}lhZG$ooxutvsm6?_3P^Vk`eGY<7OMmVPCmT&1Qz__bUC?R zzyi``~LATEX{LuAMNIZa;=xfYOXghsTRJHM)RP2W@L6N%?0NEzRW*w zABKrS<~tRhcoP`D9bgwdI0ro{tS)mqUlLe_@p5iZ0QhNfv&Ws8M!KuHY_PBl3^+N{ znr|m##aHz`huKf#{E~^$LGLpJhNy|Njjx8W{#v$i61@k*_r3^vq?v@%S-s;dk8QAx z)nDM7%`z?&dv7_jNd)F5vJKsKC=fTPSQ|v#ZGfi8WqO|UTP*qnCaDa!V!e(`czy73Y~}xWuh4lB=hV%k!gM8I?7F&p+E)pj_HB^6 zHtkDfC9J0@>}SFH2IG)ou^TXNY4+h`jt`OX+ExD!)l)!IA==|^~o4dep!bTQp@}cXNmXwZqtz`pFztAZk1|y$$=ns|kM=ZiI$oGeL)?d!fF{bmH>C zjhvrnW?5R|hw|Ur3i&Nv(7#Jq>+PNGSZ8C*bG1+&$j5GNZS)I(hVXNNdODWSZ$JNE z#t|l*zAhDS_fQ(C$G`lYNom8+F5Ev&cp_m%*7aKkdkPGirH&3SZ^LfyC(nJ(*W*xB zY&1*jCLr033ciZCj0N4K>dKKG=ve#i9ceTI)Z@<288yieWLO)|d#nYAA6&c3$#on% zYU^j;pWY2)*)K>(cIV;rVQo8;-#XCRZKAs(`w%HjufrQBuS2@ei!a3YK0p#W;H9v6 zH;&FJ6gV1_kzB3%<3f`RR<^+PGkZS*F+zQrvS15S^qe1CQ{MsAPU(Wdy<5;CP1t

e;WQlDVH=$JU8 zdLgvFNC@s~xCs$oqn<}d+{CYpn~z3(Vu3-Gy`0Zp@emo9EH2GNPT@>zy(z07k-+*u z{RV}?2gyFt@o~)_P|vlxmdI_49fMLO4E@(&QF1Qw8Q*oh_UuxduW}`H->s3*H8_DZ zgP4zJDHn0*kb=m>wJ$K@TOW9TEf3nFQ|7)OEkoKLVfidaJ)nhk1*(2o!SRxv|8A)a zZg}sr{S8~r!jOWlXGmrPgz`Ex+W$UJWU&5u!K%>*Yi#xM0*3~nX7iyvPBB_I;34+N z_7evTES^!Ey3z~1B=3tElJiLZ9CKXyXFrY-Ycda6)xy~H<3AttuOnsqD>J3VP1xdR z9xy)20i?lLkBdSi3>bYFiL&p^+WuEC=~vBL<8>Q4@3a4{ zoxX+XCG!?-;dMlY|4xM-8>ULz|XNpu-K|{S#?qqe&?7Ne$p(0{3Awco!9MP=A8iTsh>Iy z7f+|pIxG zV{t~!OBc}@7;>}i+_sAY$k#XyaM%)I;(n(0BeE^dxn~NTKOu>WI%5ZCQCev4diln;b>BPC@b^ZE|LGW<kP&4}BG6-V!#7@SwG!0A&Kikw4+8|&Ly)6u?@ z$Z|F+c$QR%O|ECH%Pkaeuw|UHPLdy6OLG(rB1N%{@>|jW&j0^! zRejbl@#m5%{rGF_uHAbpN}U%!bMkg1@%!N1!mq|BB`ZL0uYX^)aW29_YPgyU{=!nh zhX+|lDoQ?|?ueixl_ zx!LCgJLf2LSj=tZR^Wlf?y#Go)#K1}NI@S{IB~>8b>|#S7JFPn`W5$|#n#YqJMLKo zr`K5z+-|bs`q?q%ciufnNA0t64h)cFrgT|>mOy04uT_}aN`YyOrIUnCbDXSCsIK9@ z3B|7Gm$a_S!BT_Mr#$g9FbZF{h~41BI@uzcYT8zuXBl@{^V;C2c)`53=S$GX)&Iiu z_g17eRp%ubZNij&J5P-EJ%BckRT-yyQ%H*$N$YufaHHN^?v@pbKn>`aQaG!LNiYzj4+R2NL&AeSWhYre}`)oz;+p`WWd4SHJk- zY#481(tcB{_xUR`R(KyOZ@9^o#m>O|(iLG36)%{$WbORWuMK|FSQ0&WtZ>z4;!4v( zB}|+<-(qa*j#0FkoG-WHk@!9TX2j7XTq5kcIqPqLU5oH&FqMEU2keF}DJH<2bNrxV z)Mg;vse~Qu?BIJL>0D}mE3_GwDl=BRgl6p+9#ERY!6lBEr|r+NVc-1SzQKAJaUHj_ zRv859u_=bnb)%5mo1fQCJBDNFr`Q{EgRqNt$Nn-A3mnROQP#9K1QIR8o-)-h{m|S_l=fG_Ss~z%*+`Zm7 zmn536@NqlTRIIzVow$p$djt1h*c6A|S8sYXJAHyY1Uq3&5n*jz5 zosJ9g7U1mUOTWDjj{*IV{t>^kpRo5To14MuZ#XowFP8aDAP!qv`D{NdjC}@y{~i1I z3JT8brsxc2At{Tm<}pt^_J)0YD{j#M)sk;aq~11Rw(-e`t(%pg*G56CXf_=iS9=}v zvaVpqaH0qMTO$lR{N;*GpePIzPIPPACqdn#J+>he|6yNZgOTd1YfxAHC3s2bD*Sp7 z9(|9xh7+qkaYAJbSku7xBBbpZR;70HZuhT6ax>$;J!@Prm0LmKn@~d9$!$e7K_N&w zS>{bXx`?e>x07_zjiEH_{8BPGXM>|J3tsni#z8;PbteB0Fmh|o_6vPCQktKLxm~J( zSs{|dmK#}6>uOEVulWE2`Fd={+7u)|B-QFjZ-E8&&x!$sbe!Z4Vz>EQ4L>d^oUVW9 z2V<&-&a3eqfSK$q8Jepfp-`@2*YjOluwzwxY{r-g2aXJc7Dn2_gpP*{-$Oy{q&?{W z`l5=+Fg>7R#=8TCl6ID7>#aln-T7B>9^ODomI*3L^nvb|zJBv9Ie?tScHc?HnE312 zc#gq)@ITv7L5$6S*+$Pft7RavGHD5!Y}yQs|J~bi$X^l04)mW`rfzUsJEH|2G6&k; zYvQadb2wzOa*b^zo4}r~rZ&>C6KDUs9`NNx3C{TpTz}N_p2+lABr&~vCw7@}_Csu$I(h{%qDg^uMGj}8! zh$5LvF_-C9#OCM^_0!o}uyiL>hf>D`q+OW@PZ*9sy!pXzLC30aFn`Z*|Q`ewA@9cKTJ|Sp*+a6gYz6QgjP#40}6fEypnNv0M_4lZ*7UJ!{GRrBcF0CP9&{Y+FvpSS3MYd5 zsn9HR%1T*w8N2njJRJX}vEj*^Kl%}l!Q2VOL&h1BFd{x;bBR0xz1My(xx|hY%SZ8yFEElp7WCjVv}jr;VMXc|ah*ri%E z;e3b4aBD0ZDIEkxhw>|(@iZ8q-PPF~eTK+zWSmYDXsXE*q9nZZZ!8BmVAo35Qy!1V`kTBlf+ zxcLW{N`<@^F7JLO2ft)-V$T(IFMWL&8QAx!9yj*YHuCw0gPus=`>ojJKXptM9M~gL zw+#x6%9fQUtFhVVYi59pI`mIn?t9>W7lNv$N~Q0H5g9eYdDe0*fp~oQmWSd5wm$k( z^oEgwiy#y&cdo_nM9oGxi%4#9gZt& zcFd{PF-V;bYf|}EiYqB+G?x#A!}t@%3eo%mq?^|+^?oK`hLl*{sSpVmXj#9$SLzDR zy$_#nRx`uVl=DsJVvVs)CQ(IBWP^M6c)l}qAH#~)tQ&^5s@U+Iqi9~K5a~`4XJ`*T z;`mM3dxfRUK&})eH+CL{S;i;7ju}@&@2sR$d9E`C68;!{(LM)V13C=G-z%ZB_UrY` zr6z1MXeVAU-2|mu0>x#&WYS;o)quUG={RQls zJk=JLQVT^|A?NES&cIUpD8H9&Fw9<0ux62@Ax*oKsQbirgWoU7RvaCH?u5=qC$47@ z7($iUz8Ht&bed8pUql5GFI8}U9?QjX9iA)}F&UWI)S2>nTmy&tTDEjt4M+0x1Uu*W zaO~i9E$SW-fU%%Rx9^AV!>nWAlg%ktfn=@q@xQ`eShK8n$$5Vk@;R42ZcimW<)Swic{BmZUdXq6KsHOEb+TTCnP5(+k5b7``<^ z>;3N6I3cLAWbIJ~G_`H?Q-KI;x_3KYUG9RBr-_Vg^?!k!{98dRWB^8(KE6s|0J6&QPYUt~Xp=y|9qC#j0mC5a*+eUu4bwCT`;PxL>}`4=oa2N#lJR z-lryXGAoyZ$ao{E_V(`%%#e0|KWp?Ihmzk-e{=o;bVUhaiHaUr*ngvWXg@Q7=~PO` zi=uI)7+L<1opHyxhQ#4$uLC$r)gKq$=%Z$>$cqcP{@7^u>C$PhHJJP|Jg9zCi^%lA zCja`kL>#|ZM=@w}!s^Mrch(bLAbD$0^vm2ExZ+Z7&Tudi=!RzGlf|sK&|UMyuW29j zzpa{{-^+`&Wb6H}U-014(g(Bk>ODB8UpVjGQiwgNx&8eyoG@yj!pM6w3rG~cw4aAR zBDLWhjpYLsOM(xaZnJ%X-6cO?y{svRW|;_Q6P9q8+)p_3#w`d&GEAqhwEY5-vLNjb zT@B;ZR!bel$ zrSji9K7qsQ*Ihb;({QFw{Om&BMQpv#!A^bLxWQZZY>pd=;|RBr#8~~tKB~&GKKpV9 z%KocxIN4kdOQC@$)&f(@7l{5sFhD-V0y|?CcukJ1x5@N z7G*f0HOiG)`x6%5%sX-(UWGYr8^*9M6{NoidS7&Y@5Y=nvC34?f@x7oP6|~9i-`?f zS~v~FRWesfWe9;~mhmfFDg{;wLzoiBx}ih-w7Aj7VHlzo2LA|mLdxQ#8I%1XpcaSm zt)ERpa^=iJ8M!1P!~UOI(iab-cMyZXi9H-Z8aq{O^5r`AwJJv+o7svBEWHTmuVGDsB&tT?J63YB-t_Y3@} zfZw0uT*bANAfIt-M1|O0Yd zBLmJ=vS44|zTr5xDJUxYP)s@FiCrlT$Eu{BV!vP0#1^FkNH)?73dtaC%-#Nc@2@wZ z{mh9=LZ4!h7S&Wvwc^9R@oM@>mtWAuFzqsZ)I_BQEAM+v;FyDoSL0zW~lY+^*d-E{%=!xNz^Md!eJ(Ked*W1I@{gIxYk+5Ls@! zOn&2?2KtvvrwTl|aLz;H@v!X^?7fl2cc;t~{PlW__J37^kzJEZx}Va3!g|JP6WcOO ze#}T_B0a=1#a@z$@qf@z_rW$Q^er@eYx^ym@($aGC$m{J46x62_gZU59WH5dUQk** z2@^bxk8-3tfcDT>>u>8xq~+GyefnerohiOsf85f-*=L_ckBC_Vt@*;WVcq9MW^U^@ zYW`9%el<2|FrN$3YxeH05`4{b(eX*DN z=i(8~gD`w+v;6@TF6eeUkSuYv4;Lyj%-F7Lz;C@Gr8?#m=-_8%@nKMacIEA-#s_Sm z&0DW?faxvtb(LPtO>xH{JHcTWjS{FQTKb$x-Px0_b}W73C#b#u*^ zEv?uXKNNS|SObPerb!og9boXvxsd+b0!X${s@-}+oxsFjrb>Oc3`v11tZbi-;dtl5 z-j}he*dF`#>yY1BXxJmK6d+;>b5z~Bt6q9A{5+VqY&8+m*Dbr;!@nYF`PI!ZeO%P65$)vTo5;8mWwu#cC(M<6Q5DgcAj`I7b*T;VL_a z#ovR|U36=4anrz{_4x>#xiNND@fZziG@o2cS@;7pKMFYwOq!uawSQ&QK7C`q^w-@J zT%hYisWdI`Eex%%j1IF^;+O`D@Il{b=!@CJy(^9dt6XR%mn~K>wJ&|tq4h3|b`Cv? zQ(nh``FfxC?>@o87P`EV_ZFPIHXM~{vqt1tzsgNG)CV&uBI6Gi3Sp#uW#=Bz+t9-A z{P+dq14ulr`doBkJ2tj|-uhJ`7D;9=GNu2s!nG0)hM-wz?C&P#6+Y^Op)*RU!S!0$ zvf~Q#z^>;6rlDy2Sr!^Ble@3iE$zf2o&@P*O6o*r#XKFijt4MIkt^BV`yb2(J(QLt zK1I?C|Dcz?2R7!`R92;)ASC(h(|eu(Fk61YW{!U!%&LrZ-#pxi&5k?|7qvvOb<^?9 zXSqgjA#$Ui*s_q68$XgE9d>CSc; z2q|QAs}%5si7sQeVhn;o@;@K`>>Qj+O&k7E8iF%C1p+_d6#C3FD-rt`V3?^I#@M{_x&rH6qg3+AIo01);eo(KB|#Q`_5R z^6p=gB{KXj^;6@1htpw4=FL8xg3kQ>Ifp%AO54eA&c&l3a}> z|0~0H4@tnNdx2HO-A1Hs|Mdbx#Bn*#;-K`UH0*NUe`1943l|!He>`bg1rt_{0rHLM zkaplf(*wd5sMX8)<~_6x+Zld(mw7E9b&!XV!TBF{N!aelpDe&2!*jtB9vt9hdGP>) z%LtHE_Pi`O-v$$X|Ad#Qbfj()cD%kafu$vrk~eFPY;fB!%LhphoLIagztETo6UMJ3 zE{eA!Id?Z@r?()EiBxzbPKjcP#@bgt>y3GHm7lBn$_T7}S^Bqh)d$F~f@5Q{y-23_ zWdBOaz_rp{U1nPhiOhvVJ*@B6U`&Zm<@ttx&NAKGT$=w73XbRBZ`6N)Rd;z#y=}S! z!zatP-8-a@{W-trCCsugeolPXYRzLLYOSpZ@kb$L&jU?ejxR7T5c7;7{T1}{hPror zy8$Hitr~(q+;RM6R?9$*I4o_=gp>R30R8xmt3L8H=shZ6L)&ys=8sK zyg)uS@qKCQD^SMX+}m{YC3FXG($(uLK+=!qA`9>DI4Z5$hHP}~Gm;B=uXh@!6=R+zoY5w* zR2vtDF*M_B@P+%ezPdnb>l;4)(hz1#mz+f>;&5SJx;axDaP6S5uGH0+V71Pk(*+55sbr9$JQur@31xz8LQ?)JpN7ze}IQZb-IxKi>qIiT6OJM!OLz`1^c-C_nAsBQN$($6Ol8C3Ih z?m0_Cxb~ioGtL6gvlbDq#XAQRmO_!wO~MGQJ>T=5G-qH{|7^;$Do!NpGxF35h``Ww zqJ2=?Wf;!%KJ&eaiXAhXYD4T!LOt&hEjhXkX8QVhn1w#xI4>_cD1IqOBiHudSS7)* zamgm5i=wc2L}WGT)IFf?Chd=F@P(@IG5Ou%beN6h_?Y^t5r;pDS8pR+!4_A$ST@H& zXwcM_S_{j9h3$pMBR%q=_fYT8Ye$~pkEFk?|1}iA;QiDns9}Y+vOhh~uhjx&@V^fS zZCh}5i}%E>KP3>+)W*Ib{Rt}>-^bftvc=+1r%+Ah8tl8Uc@;A>pmD(HbB<;Y(ugBj zd3(yRapjc_%j`z3JDnqS*O=mD4dtLtbSJdjV0^ah5Q=@&U8cL1G;sLO<43=azQZ;1 z+}<29DmE>~ozP?S#qK*(=PHXBq5n3cRD`-TjGO2fN|dM&n0g5Zn6_QS*^%#WH*I-^ z`RDVE+EzwzM*Cgr`5z~t>#z9-^5PX3mYwHIoIDJ@7w<)Ue|G}<)$=*%rSnj}GV$?@ zb`4T8-gbL+Zh`jo7^jidI4nA?d_0q96xKqCIpt(~sEkkl>t<^J6VE*U?p8hteLwx& z2R-+}O0>Stt>2Geg*VjXip4XmUX!Y-R|ti?_7w+(@N!6buP$?HP95p%65svu^pV{2 z<;%WJmN=l&zosUYg%cO^=zE9LiEP_-(uk9`*m~aBDD7YuR6PqhROcKBU)gqe${9*w zoqc0}ll=nbi@SB6XL)THYP+!ho4jDA zNixp2?9y0VV1ich5lIv29;A2NTrv2e2CWCbhEFM6B`_SMOZZSCaP(VbsuXPw$j760 zs=fFD4F|tBUX3|HU?`tfw#n^+6>j@2&j_E8mTK(K(y4&WL5?5nOm1Pr0X;`jj0%kO z>|eeVorp7Jt6%o*mN2?&=3BSTBcR_7WS6Qt3JW4bvtQh^A?Lf|Wv*?7SbcPY(Ojt; z=)_Uzrvb%52nGbIq&0gu9ujK8wj%BEr-grj99`Kr)c69sJX(BG zEw!PKiRW+7)m$9AsV}p9Dg|fm{m!jVn#QU2Dt{x9%|JI_jq> zu-;f7m;GmIzFU8QiZ;&Xm>?niqV-utZQEX)wRn=QuXY|*E?e)It$7R0qMQzGnSof@ zVV%h@+y=9SiJwWo^sw)Yi?Y0VIgv@}k%E?TE4I$gopur_#a6xu<^aJrSkdObiA#hX z#@Dnydp7OF+NCO!F9Ci;)@XZ!6qk9-m(^&EIvJ1DKT&@;Dgv9Nj(O&mjP#<#%$v3G-n$bF_FfFCS13zb6>Jlprw0hE0aY`9fXk zeDz8fBQ`EYFJJhN1!w~*?C&ilVS4W8#O`!o=xvB77$%os<3#se!QNUROI}fom)s9t zMVgGgkKV$R>YY{xrbJl#7w~JdxE@aZ67PBZQh9?1#cs8o7=^Kq9}jJxi~|}=q191V zE-YiYEyD770NZz!j##Q~hRRuj(TDvZ8(cNK-g;^TI%FQ@63SR$Y39%2d^S0l)9B&Z zK4}Tf<@;W(t6qi{i==bOS1h0}_W0MP%uHyIo+{-y9tum-{!fjmUD(rdvFzcW(?E8) z;J7)}07tYBnW%hfLGsa7Vx4#=j!B)5^SGD*VI4hA;wSilq8q>GieV!d`cx*A8gOyoHBMDzQ5(xz=UmF3^_?SU($-!q`D)ZN7j}Bp)Ej3-MFo zXUBQT!#_!|*!LH|pK*b3fsy}~-ZH}cotB8(!lyR&S>5f+cnP#Pf6DtNbq+|XW`@%c zhJ7Zn?Xp2JP_E?uki*#y$O@^u6!!Vx*!MO6|9{Wb+j9N3$mesop2x>>O3Mf7r>}0# zPx*`;E+L)UZtaIexgMT<&r@hF?G=`+V<`3$;ek1wSD+#5RFe0P# z@fWpMH#}l-rM_e31Fma1rtD9yg~oeb%nveNAz3i6N<=6WQBV8cY Yu7$Jw=d%f0 z&Cl)IVfg^M%6e17y92Q5wRsq+jt4307smdL=0o4kUlNQw#pSPAH{CS<*ECKG^tnCF`ws2*e;d-1Y@p*n?3`dr09J%X z;d_w_IGrEBD1Q1lQdUUQ(`$b4W|8;Wc_W4mFCu2Q$X*~YXS z;-NC5TmmhwA7b%a2&Q9LCNMQ74N3FA?*mAmdj?E_usa7Gs4X>TWjw$9YC%FwT zYT*6kJNOex86vdr=4wzC{P*LeG&@d|NNwKPmxe7>20DSN0nnth{JE4Eho#AVP5jC> zSSNhl_T2h;SnkM}AEc&3KbQL3KdvGe?prQ(GP@EcHtFc|3;n%mE?*r;h)N>|T>HF7Bz*?j`$R*1%&SBijQ z^!H@pzz#?%{#&mebPM~78}$P+KH!Qp>&QciF6j3X4{gw#M`A>(pe|D{j?&flJC?t| z$?-})yNn{}3^Ai@RWHYQ$%aVHZK62Qzx?Fpej1K`J=&YQ-4UrDP-gnOB9ZCh+uQ63 z`UI9o59=py4#HHhQ7n_k6ol}VXY3|Q0aeLQ<-rRX$m$+RlSnPZ=HOf=V)IsPGf}zH z{NM#73GOYrVeEm8?bc>j-b=xF=h3%0UDt5L`u<5yzE6`$F>!^TzOWGDD?JY3JaBJ%&pX)$V12Iq)~qsQx}(0d2w3$4$jO;a_3ecF&*cIJaZb%|fOcx}8cU z4aAahI8gQFqnc(S^A9WY{sL#{Gp=A|u6+hX%EIb*i&31b^A`Fbvkir ztV3Szbn=AEtSEnx>+MLnt-JsA{k_;?tzAhBx(~Ao@-?!hUm%B*AxJ057AfPGRO@e< z;7YZf`7s|27`(En=-VU#OKMHh$R8B2IOt}FYJLvR#;V_yNxgw1TZKYwn#7>OMzdj` zY&?#0Uax3Xdy1nWK~ZTJT!7Rvbv69zb7=8sIig$l4QDs+?>p!G38yLIF+u{{u}kRu znQ*(!NV-^jB`8)Hix-cr3+mm3roij|W9t;0S!VWj+Omj~a_x-w?Z4rG0F|w^Wo4tD zvC`X|!C2bVeYEUDCuR=|FJ91zgl-F`)7l1^7*v(|CP(2epyA~|M_8 zT)g|}Oqve?W7+Iwc4=G#@>fNNoYZ0L2$N;%%wk8PijB z%astMhhHTIUf0Lrr=ERSRS5%3&QNpT5t>xS1KJ6%2u#-m;WEJk8#bB!pqp-j!R)ae z!hz4Be%erg$@&INkej$kAJbs)tZ?C>ucbJ2_Ode5gBy^;qsXN}_xt}+A$MryOZ-$Q8ZpZk|z zxe2FVecY2SVgs~4=WnMqc;bYtX7#bKO*oa){2({O7|Kuo`Y`eBHB9_dd@VKK1A$)- z(7G3Nv0;AZa%IPT=wo?jD^~ZJ!1y@3`M?u#YzdB-tV-5_#Z=RC0>_1r&JscMc;EoP zzC>P5>t@0~vS051SnPwkH-=Acybwg%Z9nn+^fdxg7EjX-v1(XeA*WqyKZ|{hi)|l@ z25>IouEIW0{vO-hufy^xO62kUg*Z!2FG?K$=}Ezu)oSZ zrE_~94i#N4qh)2mFG~b>I{(lZF*SngDa5q z&BpGZ)xf+LPhM@Uu7uS^&bv7gYD8xKQ&-f^#c$-G_bi`^JXEMb<5AbG+32YP95aD79{QIuyxgCY0`OK0;&| zezMER$ppLGVykRhej{Bi=WQZ$9yV#{S5kl55SXM557maXLwgn1%nE-Xm z&?OvfH7NJnZ-#Tx$0hbUYU32=udGU{5zK#Qc~-rz00;e#xD7D1Lt5E7)Q{0I!~Vp= z&gV_oEY6_*vGxfp9@`z(a!n2?0%f8Mul~c%Z|4lot?Ytf)v?bhD~y=`uO5E%DnUJ! z_&`aP5vTr%G%Cj*2kN7+)kiksFcwJOq9|Srqo3uo7{7i4ib7aRiuF8^>3r$KKb);N zcE~E={6h~YxRv=~accssS{F+2T3mrj)=Oq-#`~d9nsv6&eI7`ybt5%SdXT``nHX$$ zAE=7`^JmZO#_@q9MM)J-s7kuoeL3m@4hJnu{eESJgLmHv`$+f$`Egp1V{juA5*BFo2tkCi5$pf1aPUy*bikO%XpT23i$aIU9+&XadQ>wI4s5>SO@rPt08QtoLAtGbQeF58@Bpf0K+&jarj&$>sg4br} zpzKnMR-U~d^qjx|tKKqBshu}GAlrjunSXDkyJ}(Ep`-bl zeCyEMq4N88=xgk|m~HLZFAXt<#vg~)ijjI@oAf@0Wth@+_(>%eLC4WRLuHNq=o0u_ z_1J;k(0BaByARx-5rZZk`faSwg1~s@r|1IAUSsLmd}A6*#u`F;XJufFCt3NMZzk4u zCYoFHt3u=4*676ZA7R2R_Pzccc4+%CK6!hy42&dKYYNN7VD0PT+c!46h(ubnsUmAY z{eIiX!SCTX;FK<_;>L{?+rKAh|5@CqxAn=$F(1sZeq6DQcpS%T`f5yGP|)RrmuXQC zk-)HZZRU?4V+&yk? zDSh_)&WcVICp6W)ICLVyY9lC|SYqdBjIH3CFodXt)YF9TpWn;On zmU3tjKMwwI;5&0m9vW!OrZ=y>z}4%_H!Hjz^8O{>ahisi&}{3JIVl^tL$j7$wrQ{W*mB^JP#>4zBZo) zb`Tk|1Lw6JLUCfpPS-1)EYQ7vN!9E!k;wS>LrSHYammDy-94!1t{WXSm zh|lSlr{Kbu=bxiiq+vLM`+Sb>cUoohGIy%)6!(Ri51Hy z-oCV~ZbI^Kz2Z=iEsXBB-LzjK4;M39+LARVphU`!`QjmY9M&84&c4io(-!WQAKM!? zJoo%U)?Geapu+mr$26!_pPNcDUxM5T+lICQ6>QEDq);`FLd*H>tG|7{ajh!0(D_U= zCeInN_$WL;x~RCA`KYxzerx7tFjP%tl{ zDIJ@BTWue_FNDJhlJP(0LV%WgH#fWMId&LD{v@;eLB%ot7FGReB4f?la<$9#Kz(k0 zhR;-W<2g)-!uOc*-`>!Leh)XC9F%Y@|B?pnMwIhuCxl>N$f&LJ-UM{HwI{P*vJ0kXTPysh3paB1aoj<# z5*XT}&>`qpM_{_}Y(Dj=Gjy2S%eicQjO5LQi=x^eA@&Aif8t;zQf(IMSOfx~<4Tk3 ziHp@ZHXMFx>Kh-@?tUKoIYffNuP=2Tt6neVY|J%?^}v{< zrA<3x<*}UWhjDsk6-+ghC|_>pfaH#Qt@aDqIDS)CfEe%wrhW(dH@{-RflG<6Hg6F| z^6gpT;qxQ7CL@CR(-*O$qGjTk=Po3kH@N#%UJe>hQ#W7O;{sGEnP~SL;?OrB=9ka9 z0{sJm{>owvFkNbyRwiUl;83y}JMd~V6mSN<*mX-0`?eUR?XFdUu9bpo*HRL3DK+Hv zT1pyp|GuFjw3iDpK5c37R5p^&>hJneVh@X^i4HfeS7W=(!^gTWNAL@ykONhPGSRrW8KI zVn@~QpYREkwfwk$DU=902Vheg@_UUK1QV_>ZyluM-r;`Ku(? zD8uTjk1w}g9me)YC-pxij6qWdx#QZ=`_P;Hc4GGN0FcKvH!6Ob#tL`NFb}Kuu&{VC zRESjprm6x$T6QTxTZ4o{y@M#y4|Qe^N_@c7S3WX7e=^|w&ZXjS0z8^ zbJ9R-ya*NR)wgWPh#SEIUxE704i(7$S#CG@_ZHCdb~5dm48~SsRh+PQkdC=%VMQ|8T~EdxT(Vg!JxC z7m~+bpsveh{JCcab!+?*Lyb(hvR^K}xTPOxW9QT9$@xGP9A(J!dX3EnMc*l<1u%Ql z>M-XSb|7aKZo{y{Smy9!hwJ!r7_8v@9Dc(Ni<=n6hj!E<-6TR;VD&5X-*POZilqX1 zlzS}hAulcsUH3QeVgfoOw2AEpSPi*zs+By0`3?g=OcJ?~EYSMIRn`E9W)6FD#fc)V zm}`mYxHdMd{kL=coiG+yR=)I@QH8$TEfG7VD{=hoM-X-N#AegbmDVp&Fl44_eu-;8 zG|bJs{_n(Q9DGf)s14kWqZzK3S)a$@bT;jBrV0gS!RuL(&KsoiUubwxZ~_~7q#z^A z9;ZHV8hH3?0cHB#;p^H27>{2(Rn{JjOTT7z@QFReF2P&<%S8%E^Z2q!JMAs>e|5gJ zC%S^bEL*mt&~qNfZXFG7>${JY4ij>|J=#Dj?PT1xdBXtXV*4`KanA?%`kunYJ2WEZw`raT(*l>Rp|5>OHt*>ytEQW*k4zdr- z>;|gqhi<;_vqXj}zKdqOhcWW3m!v731!)5!-bM{W(6YVYbLr2i*e!t2)slz3`c z6yYTFm;9uzFZaU0ykEiW&eJgKPxtX+y$>CapYqn5DL{9fV#{?tYa+{*U+mA=Hs)h@ z-!g+w2xNJE_Kn^piyclH8gJ&_LswpF@WHA~Xu9X$c(|Yn8c&&19_@|C0m2Gt!TvK0 z^{rnDmph5mP23(T=Bt=5E#sLt8i!%hPA+nA0p=f4@_WPOF;0;rC3lSx-o3JVXnF1! zkum0Iajzo{YMR7#)oiY9c$1-c*s>6`__0r?Q%f;yJE8X+IS1PL4{J4*1YqH2-p!qC z+kh5T^R#o_7u&0&yGu#l(8cUdHo?o#pRt?W@W57}RR%qblqiH5+AfVbkDpk_^xJZk zQV-3ose$IF$DlWg^|^M1EKW{6_O8D>jx?L6rnTwDFdk>had;vdQY-lQgRXqQ!Cykx zrgxX)psQ~RrOg)dx#l03FbM(ONX}p_Dg;-Ri+3fQi-11KJueRJ*aj^ZPHkZ5K+^fxb4LOCv*DaZb)CraxN>I=8>pKYDZyYWiDeFS@zF zwBp-4=WZQ=&Kr`a^RyOlazQEe)xBewNcA$WzWWj=xoTwwY42d-cFdFgj7MR#mw3=A zS{hR__Y>P=^N|v*AH`-H2V z`Xf0>4Il0xMNG;hnU{=xPMxKGk*e5S!|SS|5<_J4+;-F6VHENvZ_H(K44!{bp{x$bf~e>o0X=k~F+)|tYf=}K-Diw&l*C!M&#_zu#tOZlF&*}?!rQ8u5$ zwhjI-SF0?#4Fhzc1^?)SFqC}HRM1li3Rf=_U01ijE{WlWD|NSs3@n-NizFstDuH=x z#k-Au)-8Bz6Ca67Z)mG@qBXQU5yKaoj3 zQJiWV5A)}~8g-7T;LPT||2n&m!g8^5zMh#84)I?OH89P<`~eO}J5DZWEdIDy(!T}T ze`}~5IXI8q<9`%B)@yC}?dI3-_|mbj=lg>G}|72TMTWM-n5IK zQ*i0j&d_cJRUEBp4h^ZLVZYK@^{f+5fWrB=JEBVkC-Zl_^iK&PGKxCdaM{d4OtrFC z!?Q0i{6~rHlFDu%Js;KJ|9l2|a-Z#9^@${IqEEf#(fkQBT2-I^SWCi)!Y)$5$9Fh4 zcxda53uke}UBQp1_d4|Wuk0}iEyl^Mjo1ArN0D+m!SAha0nCk=C(?e{LGjJkKC?6v zTp4TMGXv|`+4fU0Y9$X>w!}P`(`tYQ0T)f3hCMjM`Q(n%bSRQ@8mnN38MbBWzv1-} z#%if(?e1-FahO(M`poD*AXmrPp11jpy;?8XR%S-9nXvuaSGHR)c6fe|-1~h%ltMpiF-W&z`o2>M_2@7ofy+fW^Cv z&H9_eGaNstGT>as1asYL&u{KYCo<=JUf(Slg9Fi<%L{zxVNvq>sRr*ADDTZ$SW6n% z@SW#wk0qjEf+_qwrbNN;KOW)p=^2n2-}z34ff+Z-5O}5F4U~#?TJ(GktgH(t+&(7_ zg^P2Fr-KDC^1v^z+U^J>e8cFHT>*1@B!djEU4?%HIY*nW zVC*DVRxnBGVY{h9r*YRBl7j_reHA>9!&cOVP@!V{Q@|cP-pmJu%yQ;O6^fyHwC~r$ z$S@p{b$@qMMjXdwD6=sflHzb)^yPBCP&*=_U=nr@l>o_(=i>zL(+}% zRJ)Dqa^4SNeFgO+Ef3#~T*INSM}nX3v4-L0U4a(0j#&8dDeuF(7jZ6EGb`3q0!X4F z3LRxXVIY@X?yPMP(D>V)En0Mrabb9KTFvAX);D;`vPWuS?T~))cFQbi4>fB~dlZ2~$*Kth^XAa-61y3%SmDf& zTj^8c3#2E9E;JZ8z~IP#g?~+^aWcGtDeAjC^uBEa@3d1uEIt2g_tE!Q&}hs3V2cEd z>`&Guk z6gfbaf<7CzyY|uQxSq8?Yw74K$mm_yt9SW>g%QW)n9plrqz(VyKTpMR#HDWOH){lr zj_(i|;FZVh=f5IrW>VqD(?b5~loL?6Wp3vy-frwF+saiS=Lw`w7JD;&zYrL1pNZVV zz8yN_j*dQNIu1)0l?Gma>P3q^P2IK!b#bVolZW-nCRh>T9amE~_}uWBnu=bbbR_l4aR?UK0K)Ys~x(c!m=d ztA?Kje_-j^39)rzJ<@YL)XL8XV!m(}yY5vFXvoa3QGZ*BhwyXdTuviy$(0KTbdV?jg)_RD8Q7YDZ-7l1_Fo zT7YiKxU5ba3sjtQTiE$V7)Iaqlw8Q!@I(56LOa=$(9L=1c;tCEtP6ZU`RU@ubAG?8 zyuQILWr8g~Ukvu)`aydI4bd0auSf1bPP+_gW{t}SXJnzFTzR{1kQGkN+$Yt2Zi8&m z)DaW!0%+r&ec7?WZ!?4!-&sPxBi%D+m-^8o(8E$%Uy*el=pSo4T>TqyH0ZkRSpLMpfF0q#s6Z2Twg`b16!$0pi#2kia{|CF2F6c6}9HRH_5?D$vE zM!Uy-$V?n7o+id{G9+N>nKoCdqz~r2KkhykeUHe@d}!A-oZQEzm?r2sp`6W*Glucz7Tdz0&n0lh>6R<}yv-uQ zU~~jVoM=d2Ifgx4kBvu$;xKu+YVo8h4QAeU?bdn}0Hum<5}j>^K;6Yi`6~4iOP)qv znKbGH;+{Mn!v3Q;cwywl$>m7weOsO%7kdLKRnnvE8vo%kE{NYKTG+^M!q=H>2_!km zM?JXai2m$W;u;`PRM-sC5+;{YFdJyERbhyod=l zgiQtpqzB<>E>ZJdi4pWEx1s+|CzwhcJ|)Z1iRqhzhGQItac-Q8^!>LkF6_8x@yKxk z($zg)z0kb?6|T=m-NUb7Tk`?oWnpnlE(&Qpb>$-V?7aER<#ZiRpXk%x@=XKj>{7pk z&Rl_iTkJmRx(x!gFR=VT+5?z~wUL1%PjTGiZ$*~sC@$XTZaaC<0!cobBE`~Up}jUB zil8ozO&-FYUMz7?`l9`>(330J5<90R=AI1gGkhxss{ep^W9Fs?aSkQ}41M-9t-x#W zxA?u)0OqgGIu=OEU|(YV>EoH|*i5W2uW+#n3r+O|w+3NC#T)n>@&feL`gXu;iv#a~<<@KUFVU zXl&fKXLq2zFAT7f^?v2m;pA!vb$H`CSsca(ca=#XeHZQU-G+ad|3gWUlXwp6f65*> z9^gq}ef+>qAwUDizm0~4PM5%XecLZNdk*aHv`lwC>_mcQL|KlU^MXaBosZMw;N z!{4K+&ZmlH6UP-w*3}ne9Odmzq#&nckf9lNab_Zd>-1v$v-&vBA))tvV*1N4u)9g=>kjI)=^UZlF%!nm`& z#O|NFkzRkMzFO`nR*UWXx1;I?&l*4O_|H$kc<4yOha{yy)UaNJM0hO=Mm$)^aJ8(f^d{@W`QD2ndd2Vdtw{!W2AYdYFEY~Slu@mB<vR$H%4iF84`Q8?-LQN*0^!{#SOc?ir3 zh1z%J2^c0ive>ZsCeXHXmz25Oh9=|J{Lh)qVLre!;L7#;NM-YqEO_vD!*|UBq>fR5 z`rcDHq+??pckF~Gk}n|j{GmDP5M5}AUf%Oin+Xzcnmj!lQ4A9^FB0pcm9RnO$oB4o zqtO1~NmQ2jN9<>5y375XNMt;pBk`bJjldYu6L!Zvkig^^&o(LjA2bxs2kzkd0?E~{ zMZd*WL2prk!Ct~m=ncJCe56zq#wV64JP9H&I^}!)qsmjrhf?k9d?7%M`tzUR7kBJA z*RHzR@dQ@Z(S$rG5kTYQ{;}`ceq82U)(|})hk2A4zUQIU&?oit&l3AZ@VcGJKhLuW zQzXxk6&*)2H9GBmzCBiiQ6D~5mVo!y)K^Gf zw*n=+yZ!1RNi24pV^DQlfQr7Q@*Tm(L?#A7)2oNAVa#mj_OAR}_BDCE8+hUZ^-jZ|%_Oa`eZ9i6urLQlpZ|#aPqr5NRjh+_7 zty`0@MIVNX3?6IysUm%zV@-hJ4}mpR_s7GiGw|nd%jd#Nt3(E2B#oj8z`@pW61_DN_KJ@M$)wg{xKiKR`fX~2k- zG|N{>4d`SyP|f6yCNdmLi}N(z0f~`@GE<6`P@TT?FPF6dCXN^1yQ>dCzCw?%{ho}} z-SWjH-g4lpQS;{0fC#STaWE}(nn2SIVoth~8%`-7Hg^7!3i;O@+FJH_KwIl0n^uW? z(3XCmLE>L7<|IAkR-8Kmg;L~SqoM;aNiRC}Xm1ntUH_;5tZw7nHoRLYNk4~0bI%h> zy$RS&(^+I2)r2Wlz83k1jYuB}d9FCGgT2?z_iAx&woyLmuPg+BG4uzl}ySg0n+Y31FWVm)#e;mu#od^EC$;atM+t0hn zTVRO0DSPj^MIxhKm2AU0|T_)4sOj+=z+PL1|nmd{BWi`*fYts4zo|( z;q&nRMcmA48gDjWhs`bvOEGKKu>82wjF@x*Tmwd;zwrMDGtFB)GMeo+c)pPRc~c2Y ztAlFVZ$?;u>wWICy)@45C9azEpMwV8o8}?-3`<{$zjRgjhD$9^ipktOFnRI!8G&gk z4D3wZzV)RPc1_9n;(@a`ldPEfd&~+b$`O}7^B%zNliYKY2G_74&PzhZ?=jG9)AF^^Mt_oWPDX!mw1-)sH^tCwSPoRh9V-^^4o zt%U{Z{>F%HVP1vy9EW>sngUp`C~LEjWefB6`)2wCONgw*K^6Ki9ai>fFC<>(#k8gC zr($OhV@sH*`kPxtNVP35`Dio>YkmVhWX-#{#QT|dn_?4`O00{4s~2?3C<@gT?|{-f zs+%*!nsD%+E4aKY!Iq^2S7-NAIFRV_YKWf;I+>py^;vd==1Ws4l(<|RWqfMhQ0~WWEg`;=j;5}zXd1X(iYv()e|EX>@#>*2ZpQm?3a=U$D54vCNZ-{08`Wknz!JM(y+JZBKecV0b%}DmClepcgfa{X)+juS{!>HklC;mJ? zaqg6I(PFJM43cQ|OX3^z#Q*E*%fFP7rn0itL~I+jf0Xw=ci}&5Ym)nUTRsx})YTkK z8xKK-^amy9rEq9>pk@9F49AxL6feDg!U}YC)oQKPKA4TM%y@n9D%2M%`5qk7!&$ep z{9h^#;{fZ}`ss@8FlTY#-?04yoMgC>AM%bHaxN0CR@@4LsJ&)FslP^X_)^Jx23c<+ zgZO?!kBXm2xjeh&sQEf{(xwxq#S;ijx?OV1$_dziNR?e{+bGPa7!NaM3gGPJJg&J z+G;`_r6hZygZ$F!;?p=7&F7i=zV8)wWJIR*R+|A;w%#d(_Z19Vzr9pyHVb``BSHeV zkKl0G?y+VuH=GIW{uRlQ3e`M9=BkODIGUrg(_d*9wEPWlwBldJA=^Q5{VWemOZ1~S z^lQSzU9BzC&A*^lOMX9N)Fe>nCNk3_)NwXSwI_5q5*x3J=`=6ihOWd9YpOBA_*&zE z{kG(IY&d6Ev$mE3joPU)EbKS1^$hvot!g4tlTxCrgZIF{6kd(Tx3ytmX!_1GvzIun z@2Jz|Zv)io#xrSJJUIB9wMN+22uTA4}zR{!Fy-;whkK-ZPN7^%JR~E90i8h&ZNWPt|U5!mJBE&m?>Q;<9}$quJjC7;wKk zoNP~r#q*w4K8J0fFyRpk!=gJZvJIriC+NW}ONMAZbNGTWa_+XHe?yKs!*o>efC zMdZgCiU6slp~4}i7jW*7>2~Aazk#m%?`m4?9e6NWZc)j%QMY$x*SYi+U+9w78Wu zeisghqR&D5NMc2Z`Ge=RlQdvRETJfZ!i{~qJb$xOqzTN5gTIE^yP?nUw2{uLFj5aF z)s~bQ;T+GI_tu0DSiD2d(~3J3s5MFE!P~`fE;HeMTTw9jOIV1$`St`m%${yNES3&4 z@(P~clYYVMB)`4m@;e+bx%=mov@TK_^(z8pY>*sisLv}Kg9F}VF^)JMoWJuW%fH4F zX-eE&TFy#1k`%LDvC;;<>)w{-c_ogEuGbmkBcmYMqwl%d{RIMJ&m(6oYiAViZfs39 zO@b-$e8a4w&Dc}4VqGiSMPMv`YOea@0}j)9T0XLvBZ=Sf_M?$$SbLFJ`1{IJZ0J`B zd8|jnky|2k4lYi}8FTt)qq+$7pwOxONfD=#{GLqR;6;jRbKLl&i!dB-+06Vi4<=tN z+}zi+72Cbj?f4A;!+z^A%e?_EICj;Qj*14@pTMD;-J=PEYBdh9^$>5Dk;8gkOg>NL`Y$$Rtp zU*XV6KiLQ0cS3);<!tqYdFKjut`xcp0Fukpe-z35$EaLA_X!lupknu`=yZ^26dmYcpvW} zFva#I5N>{f;Gw0Y)zdpR#Ut!RG3V;R443kiPu*HfzaeER`iP zwVE2@5VO3R@39jwBmQt@hF~4cn`)Yi=b;;>sbr+<=VZFmgAI^h_%sn;qi|iSgn{F7Z5JdGRQ& z-wqfY65jA(HH^Qybr%$7{rYa%sf5!nb4O=7?qKatHW9M1B{tp-Uz}AR#iq&IN*eEL zko?&x@sq%QXpgP={zxeba_rAB`teHwWz|1%_WC-3`B}^7xP%#O=-u~sXY@G!xSTp5 zy!i<>%xeAqr&R_EBr_$=OFS^cNqTP;o3t@^r!RIGFTt{FuIRNta=1p~S342)1pbK; z4{l$(gsU+Xla`tcSh!6~JyX8|n!cV5`1M{0mnsU6D-P{~ab?T;7bb|!9GaJj6@EBu zCz(XH*$3gKcO=Z`C4iPp@qKW396PTRMyFgdhbn`74#vGwNaSexesp{%w3B$QZh!g@ z7dW1{c^oK!zW$|(<-c5*AXJ3|9QiPR;N>mKu1IK`AKz!L-2s!g%ZY2*pRt;w?dO1n z4t75KP!vmH18>1quWcKA(6Q!o4W9YHN;Yd|*C_|g4L#sA81@A+b3ZHJoPPx^4(2f$ zIkHg86#Xi@^9>a7ABj}36~xGrs!Jklo-k6zbvr-nHMV5iO3zDsLVAtGg^(;B=$QGH zZ`?v#(E3~9X#zHYS3WtPs+9n<&Hqx zF4xM&`3id4h^8aa?~$5s8djyE4c%YwGnv@AAc@rAeA_P;*K~C6fGi2AN}}tJ>NoPH zXH7Ho?JRUx9L&@;z69j%hZ12*yJ5s<+wZ0)Z*ky$mre((3``8ou28HxaQM5O&ahuU zjy~fI{W-o5$96w`)HE`Nb8f>4?90D!Wb)+afaOK3Gi;&TJWD}xqmaw8zzb~FjUKMx|dE83+_h=uGL`CoLrDQ;;MBMd1zVgs%I#l_wgdZuErVd3(nH&8A*Y}X@u*WSZ zPVE1Ep6_}7C65m_tf{;?I9&=P;$}D3BsrKM+_2_4uMZ1nCIz~GFhRR=jt6g;Aktk% zZr#CrB!@iQk+X{r$DhS63ve@GZ^>@z-W^3iztK1%vE?LE=l8|!)wqsyf$aho5*(Ov z@LgvZLk7fU3Elipp$S?G*oF^FrfzU|=M{I!4>+^)#Fy6xhM@h{r!vX1%ShSO+JCe8 zBo@57!fCwe4fF&(nAYT0g=bD_O?%l+z^r_Jy%58BXn!fUx9;&NT;3nk{;qi(7r#5S z+6!gkZ_(oMzlEQX*u!}A;?)y4Ij4VcQ;t3~&9!Ogr}N;b8qHA+bpCQ@M%XM}BAd(Ywa|S-u zVr`3@Na2e?q=cm3Y;4Vh7VpW3S8k^;OE~5EeWqEQm${P}lKCBJPYmRe4szhU>{-RA zxI-}9CNeMAb{VI_WEPW7PayS!$*FY%10-5FzQm>#?9j7n6f`S`A(x%%sWtQP{ogyI z9g3Hr?6<^AWAR$3dRQm%UULE4(82nLD+4sA@E(giV*?c46D+F_cEND<0lto;8tm;# zILoFo3G;>Yj)2+Pjq_fnGd1H5je;d3^3vK!+Z4ns;rbUQnVNlD@3P=X$InClY!5Ke z%aHMGQY|!HX)|YNQzJ5%ytLBWJ;%?JX3T#{|CIqyy8^;VROn1PJU$UeeOJ zrC{l+i1==HKdhih8T$y4fU>UevFr3rSaPgf=aJnBu|pmgE5>S}{@^=M)lUWb7Shz^ zxO|v6Z+b5(qF6iq#f35d7TnC*SM|5HPi#f zCwDyx`XPnGqxCeU`mLCJdCOez(N3Jn7w7%&;u;q5TqrT>WJOwqV2k1=X#!KYSV51S z2T)r6?q_+bigRqiiXT#6!0f|vXSQigEX`{5G5gMi1-6Rk`&jH@(5hrxZvTF)v+Jy4 z34V+jmkTslV^71+XA#F1|4?!KR=;{`SqLt1I0~->_+sDYPo<1zkuW8H=^n+pLIQgD;zSVeHsf$O4hukY&DM**>+bhK4};W_CIP?{S*gn z&OUNKmIIy5xy`kg#c_paj90&XKQ>1lHX5a_!mLMuuG7ACAa3&IBdDAuFowuBP8}n{ zJgrKLA8wQ(-*x{#98R+yWS zZs_=LXU>+Ce7eD9W7lNA)HN+&Odx>0aBhTZ<+9!hPi!TwvI4K z!Qdgrm%>p=5P99_g?{xp#3=tyW(#e&D$3tJy*PwR$;T4JXm!x|mM!!rvp25lmfp^> z2*=(Nf4iBoiMYn4uX1h&0UCI=p7><-6Xwcn`EKsW!SOu71&im8f#@J86xXke{k&x! zfvGc)-}2~y_(m>7#NDpG6>|-uxvgsdN5OfAQ~AGf+*W2HBV{X!LPYacDWyb1MlvEw zg+fv&eT`5VQM9a#3L$&l$KHGIam-_#bL{=|`}vgVkJtxHUVb+E* z^D|KwS}YwT_BwpS#gY7x{-siwqgUxaCzp=(-Tm3g&22!XM(ht?F-FRDMo)3Wd=BmCmQzd3S&})0mOAmuZFZBBD5}-tRzwBiK z8&a)z2OPfOj~{uTPF0Fl6lnp_W&Yb6ev#=nSjONqAIApwSEn>Yho!*#h+sF#HlXvcDML7LkPUq6^vz`deOe z-IC3&IaZY>=kDIVW0qxR5Z>xz#%nCT+b;z924>7DaN4&t$`qK7c9Qf>oBn!EuFbKMB z-4<5qD>1*&Q*%Yz5s0p*W9KgYRHb2v_*3L$1e*b2-aoI`5$Mg7RHoZ?aOhBwp87r# z4zqB7Ur}ZQ5;@`IPk&Dwq)RFnmlnYRjV|uKln@vd31;`3?1a^Oo{451y*OkS;L%w2 z8Im8r_PgG24xso2a=@?KInQiz$pD63HpNzn5e#}kf^i- zU7oCQ+va0%!oqZq`VTf7Olab`>D>&2kGA)&1m44X9u*te-#NHc$h`S}kr}B<&kbcw zWuQV|+cvE42X;ERv0eKx2YFqqKe8`G!FXx*y^QV!m@H`e(Wkm^+(sEB!X`+veSw8p#6xE}XJ(5HucPISU9Lfw6W(=$&{&#Tp z+6wjHsog++>&dFQ5CltV`Yp1r^l`*R@pWidB+ke>h%`mGZ1H|;eyd#tbVz(Qmh|Yx z(dof|CXVOfTZ!;_YV{r5&|B)>b=nX@;wY9nabnmdFssLE&WfWW^F^l)yvDf=JJO4T z`;qwRLUGF5_c&IebI)JY6Bkr2{rG0ifhD_7$Neodg_#74Pb%l8VdaGF7yS}D7|MUr ze&c~1j-?-7rc)-V(xxq$3%@UdnT3xmjR#VJ$U`W8bUhS*?z^jFFT8@ohxkoL>k-;` z{_M7tl*Rf^T#zir#ixW*QMC_nvt+bH<&x1HnIM36pmIEWpQ@GMUF?rDR&72gDdaSkAzxji+*GuCM zJN*B>&|xvce-*H!v0TSsK@h2rIg13#b+LJ|`GEC_D=_f0V1nP-2ItpZsxDsm1_LgQ z`BV0PVRjqcpP0w=NGd%LP)I7kxvJ!YJrduc{G^7!tD%QDarUKBq%bQai_cBGTS>=3 znfGJPht6P{l2q0sx{F)AB2Jt-Rf{7<^{?(Ie#J4L2A&bNqfq;NEK-xl6{cmD|J>YD zjvZh3kLoNDptFeiJ_L8djEI7M`MI62_{H>sXw?ExjIt^g$N@Odo-=Tfp%I#6Vl^0p zlb~bwLUeie2F&&l9LWZLK-M{{X*pVqjo;VXOiigU8cR5A{yYqaI!IiTF<+pI|6N(c zk~|JuU4QH0Dut8hXu8V(+{3}Te_wQu7QtFrkvZQM2hK+hXV`w&h18E>GDf!#Lq9Rn z@0`L;Ag=r#*w-Qfiw=_CTz?7R+El+*6~8vL`=9f=K%v^l(C_1Vr!O!J#53u~yPPe65`QTo zGIJ6OBlPLssDHw)f&LwC%jbb|usd>1VL$Y!9RH$UJc^SVwN;nQ&p?<|nd@<9A(#?7 zBcQ;h2d(E~%nnUEW7BKZ=o=UFpf2I}bO65?jC(&7)0Dc3oqu{ZE;yRwxM{)Yql2@! zxhPc2aUubhMy#|k@*Z~T}raNUYy$E8p-!dj3O{(IJB=`s2r*L?1)E06LDkOD}XG28Wza* zh9N>pNIkq(^`xo>I!=^+4Uw$FCVKH*d#{FJ*SHp6w$)R_D^?*M{7-TAbeRL^-pjBt zXg@Wx`xh25tBs#$7QwEh!wE8VD=_e@^_92t7WeWL*NdJP#X%Q#vCM#6AZ467zEc8m zk?Gxf0pnwsM1knNx+ieXI_iMsZC7aEiZ(PA^u#{1jKJjsome|LE7(=0g#FHCX3F=U z!UTu&s{@SQ&_Dc1EmZ$DG%~#YTeR~Qj&ao-=PAyD2I*6uR1fq*?@hk`YsU`ZY@zGO zF{?7D@7XnB_pks;JT4VwcLl>pto+Rba2RR@a_as&;;KrUz3btFb#vUB?@|36Mwn~i zcuKm-1|u!@#INekuv)2pxVYR*mF867N#R$!a5(u#-L=ifSa*qC*^Y)EIzKPuew>Me zT3Y7}jjxxnUm^VbHFaKGJ<_81g3bbawG*6@{TMK%p#oum@-~)>5-k7oV zIViqXLCNub3k63<(pZyIal}fSDwea1YXQocvq_0aDM+N_iB0bQg{j5#cP>6Ig^_-*@WwGCthIc~TW`<~!}m=d6YtBzc<%|w z5G}`vXz2-#ML8H%mw#~8(;moey|y(0DNym$v(Ik%C)RlQgmXmYz<3~4rYd0^8}}tr zvgz4?NE`L*r{y_lm+SIB^w<$IlgC-xPtGCbvuBAF13wHuy7%utnh&^S#JOzZH-JM2 z7e62SbO%cBeF|KEcm%6k6AvXm+kjU6nRkZ6MKHP#?A54$aOB0A%S_J7FyLf6E0D(l z>#w(av5mSwX>Rp-m2l3jIjQQ;OTL6-T0DjOou6Zu>)@2Pi4QK@Xp4v_ui~oreWW1OQOTHJ5Dt37l`^v#u0PBE*9c3d`eYxn`GTY;?QTSa9($qa@~Jq ze&;B3+1zBjX{ZhJo1^-kjQp@rOMggoJP#;Y%9+cPdRu&}bL|?RHVh`(i>Q`)!BWGk z_QOw&ah?)0ep&1k&fd*RiFa+nX}{W@>-`GQ@^hPOQn(5XYX!Y#U%C%1p^QY2xO~_= z)w_QaHG$YxSin5r2D5>cl>IyY;@l&eL%glqaoyH%Z_H6kw) z=Y58j1O4m;I1fXM48LREujA_L7dku!qra1X<8A1o~tmF-q<4An=(37*+9!BI} z9DO%Ig%MA>#J+D*&>Zn7SmsvH5U3z;0oQC%dE&MkPrB53i1?Saa7TLlSk3e zTF4l{^^(&_- zNn{vv-Qd4>tQ!W><8MEO16V7*w`X!H8U}7#=?1oiBl+q2DnY&%{)Jt(vuqE=wHnHh z!80=`xfA+D5SmdUuPzEN6GEPYHme&Mf>I^lF|ouH-C%^4)78Mt7I6 zD8;@e#K0FmR;TZiV_vNpKjqGc1?qiV0TBtrOyfZOORB*?s6XkltU5vQUNBAI} z4KPr9R6Jd25xTSE#?`)TVCw^=6dmq2FrU^com6od78E0|6-B>*+P%_RGQv%e{;dDO zzk*4uo8nexy{C^o(O>Ua6%+wEzxP{&-AmkjZn;#5mJ;=ey{#wAut-9Y+ez~g@P0Ne^9Kap)$t!)zCjR%*Q(VT2>+No=`5#2PmnqRQtID8XCKVmtIz>AQcF zct2)`mMa@ZX4>8`@NPiv^l&}=8~gyN+q`*9!qlL1MD5o75lb9>bv8mdTMO{1 z1I_Qxzi=pn|DLdX0aErF3-L`V;2^ak@ptM)AUgeiEZ1`oR*ye3?l4osKk4%v6&Jt5 z!nUHLKm3xRb=)lKM%8xAcDm}&V0j60)i#-9yyRhmE^DvT;W-=-jg!IRci1mj^GhSO z8x~}%$aM-9I1p!YN%lej&eEQuRf)=j$1WvrG%PHjRZ;x;>8b!&VlJ`$@3cKE9A&=t zJyRZrzHQK)J=%kD8wsQq9d_tfi!6>ZT*6r3wsDB5LMq=~1GZ3h9Qwv}BX{L8PIkSe zSxK0}hNiGjxrV$18mgbn>DVnE$oJ=db?GRM7?eF0=MYk*sdX0?6fQw(rR7xzrDiPG zn)qRU;}sOx^Co|iCw#a5$j?Be@^^95 z6!_Ec@s^+1(fYn=gyH-PM`B}wv2CU>kH(e+RI`oyHv)Grdb~OJ_3gf4-Y-p-G_r8s)v@t zUSf;kf89>M{=#tWWJdAa5hzso`950sCbp%&vXx%H3~4cNgK;7oCoIl1CN@_s)xgWuAasd9@t;}T`Ah_7c`yZzNH=T3x?~xgnx~!;UBlF zttUt9arVqFK7o--uqHG5JZfkCkl<8)QJGv>c;^*+Tyt4c2>dpU@W$h>_a za12RJC(agUr{Q!(k=}H6B#isYn#2!xW22E6M}RFqk|$!5IGsd+7*_LfO5X@ql=o(w z_({UW=mo`rBn_CcaUMQ?bT`!Jf8O43HXVv~^@KlkpyHgLiQ(pjJ@{*TsHKwqN$ki9 znfAK!8JB#y*FX3Zpq}1!@nCEZ3uIeNV z)-%17mh3MxHF2%oq3>-iftWn~@`VLfZpb#?`x*~nzmYpVcNz!*m&cBTlc6%h z_*7g)HO`(8&@wsek0ZBTQ<=U0LZr>giVD3J4t4iF@7c?XgChy%`(*CJ)O_s}UHdS` z-P2k#{%{v+T!~{f#OpA7-X zTR40wwacid3Q}oVm`vEjp)biHz3V*(MATIYH#XbCqP3{cX7SRN*H)!blJsHrPm1o` zYCl%^K>wR#s<0?Cvocy-j7fV!npMX9VemJ@`0Kb6FeLbkO=rJ3^t-x#`_6G1yKWy3 z`_09Kt0sJr$-F#U{HC1g=9CO$Iw$A9mrOxbWQW)`{<|<@bZd^a=`>c^wsi&Zh-3M` zm->9Cj$_SBO6&FS;n1Su_vqBLBCe&MK3#gtXp55=k~?(@U@-e(%`TN%Y%$+2?X0&fQcHU!c4rD;e?@|v;Gz!_{U*-S|9*j#14ef%>>F^2a_n5j zNFGjFeCF11AA@DQ)rQ?YTI1rIx^wNp+JIqcGGHZ@zsqxDyI*`t?xE8esTwZdlw+ZX^!e=ou?)Mv5!- zR8hYXurP} zw49Qw->8|!9_M3pXB;2Fkge9@Azwb|s;B*0M{$M4Bs!;)J?F5e_*rf@%My${Z2n3! z+yea)_g^Wj_TkExPp9JSp5ff`;FBwlXt6$K`@b6!;ZXTN_h+%|SseKG!$mwI1|~?L zU(Ox@8*$~v#k)@8z?YjF<62w&Q%avoP(O+tvc07pftPWCm)tDl`bL%6s0s?)-`PTZ}0rE9v7?+7MKVPZo-T^1@EL@ zPGCyQ!m)_NbFi>##?&!T4&5Ivo-H0wh8DgFEd{#+K;-K!nR6?^(Z{3<=k=|j+GNk^ znwO2xcj7$p<<)CQx!#{S)I>%K!{;Uq1xf5Y$|t58CIj~FLAKVCbvPe9YzF? z-&u<5!8!K(-8p#+FdXD`;oY-lY^8982kZ+13Ud-SU+61n8l$-D{u&2r!eM*0>#w24 z#%9<1;6_|{S0^$1#tv8IHLA6RKEsA_)0FT0UYMmfwoc#5-6iK#GwVrbn31Esbc#5) zwNJBhzvHTKhQ>{wZq5y`kD0<-7_Ula+Wb?J<{VJ!2Iyr(`&AkEtJ^7|maw_RaW?01 z1CF&$WR#vbf`zQj`rE0pxNP;Pdo8CHTAIc%j9mpshe8A_tiElF){pev_Nm~Y$;>v}5U7kr|S!jW+5B3T#b`JHC1Z%ae( zfZSAMpEi;g5B%v!-M@8SRnG?fZh}EiO5aTtdTe}BD{u685$8EI-zo2Q#V*#_6RAsw za7_8uRj*qt@XDGrlTp5bozEk7^tg-RbGg0Yf<+lPZAK>D)bs#K+B!2$NgT`{FlJoz z+w!-IsU`8Z6=BHadhUn{gDSne^rD(oBqknUN;>b51k|HNZmvuMFfCT{n5Cf<%1bS? zc07;5$x_l0`^$H6OkXsYFnJSN?r*bMz0`>l_l~8JLK~oAXzA{r5h4s0{1o=^nMC5R zA73VPHdJX02goEhc3fOPTDwWNj16hZ)ul@t1ezNhJ6VP}wsMwH)#cB3BxU|8pW4xb zvz=<~M_yjX=7nF}N*_KUB`x}DQ+__q(rNwezsmrF{31CCM(@zeZmgBk`~e%1_dJrz zr@`S>`{?sI2Vnk61({983<$@)g5$!fur=Ggo8kZONiX&6y(dP(Ui+XvZ98>n%!}IH zFfalY^Z(v9X|%#%F@@(-#RN>sNa>CB`QU=Xt_n@Peb}}l-=(z0!*=I>-VQ1~0BPIR ze!dwX!GgE=h>=+m5<48t*&@_&>3qq}YZGf&PMl5EnXSfwC{cx@wR13>)wU(xTkHDz zq=K4C50hEy)vw#bu=@9}^gYV?xM5MI|KMdM3{@#tMV_X^e)e<=W8V-My=nTKEY%Fl zTxm@vuRL+Yq`FWNOq$hKd)o}Br}<9MyG|KKciJo z^))*To$&gVWPTkwO0UM4RG2|+%&6ig({kuPbl}d${_O-B(thzl?_!8d70e#ubcg1M zO6m2xQ7~j*9g>~!0lH(Fg)Eo>C|`6GfBLwn(z)CUy>*)gvW2Fb)_IF?;&|sZ>vJ?P z=Jl>y?_nG?7<>uzJ5diAc8%LV-_}>94g32?r=t=m^|fyc=Y()JDDGxeT|S`lUELBZ5()R0?mfWVW>#;jqzGu*m8oA~bq?EOGX*uouH*dP?a4p&vY>w@ zpPhr;1f}oWle%xnAVupe?Rvpo?0hTW+xze_kTqj*GgD?=Z@dlK{ZGX^%7XU@C)blPO*5OsKuFLXGUsn1kA_1zEa+i zhy$cc9$oJ>V1cykb@eVc4i#6&vX~jbh=i1N#DDtGbUkXM@2&<=*e(DU%>GL7c=NpCcR?u}oWK8|*2D$sO%i+?O?hLVu#ch3PqxYUDPge#c;Tc?fe_ zlpv04d^CE*OopDBzfzMtv@q=L*2j{50j5trUgHVfiF4d@g`yIMNLGB*monG@$$ibt zuABC-+VJtym*r_3(6gv-C0xh8U1qQMcBW%TO_@#A?NP{?sj8`#48g4T7hjC%?1b5u z`|jI@X5(zSxuao+CFV+)9_iGpf)T#G7TxbeV7P5SrpJGNRzErq@Q?r9ivXW_h|CJI$EbdCa{imttu?LAom((PxyEco6bYyU%rWF#}{#NfAyE}XC2t&IDZ5Z_%YRaw`~B6DAXt` zDva$vh2*T44ON9=ID6VOb(_B`mQ~c9_1qDGqn!r7inVs(vP~M((q<{d-+O9mv9Ab* z&0n2PxzG=-u^}cbdfhOVqFCc$NCSgHj`TNnao|EWySZOX8P1ASH-=aQHd@awdyctwitbWgAd34>2JtyHAA7iObuh_cM22B+zK?mQpnT22+di zbe7ZNxEYn8bEPy}m8nt6&;C^?j=V9eW^@k6Ccb1!+OfMZ$)v0$7rw=(`Z--x_WuYp zwlnV(Hh5rATqDW0e5>d94-yV~$wB`gX(Rfd5=b~vQcf_>25NKXL$fRnphg@%Ts6am zQ~~u?lO4s_W&7^VdCf0K;kmE!zETs*0=qB&EaO1pdpDz2$$c=zrcN#PWkOOzo4T*i zE>-%`Cu}1d51}i+(*E7Wa%^kVm|$0Pg$c_*ZCq@^$=e!)hXGVoMvY!l`wA6j+zXlI zUw6PP2d7YbTo5*OS)9-7aKthlHjNY}dT279j&=Ish?VIct&D>~*hTwPrPT5l%%*B` zvi>-WBT_z36|}>FB%gfr#=h?`V-m7lR?Y|WyJ*DPl9_OPwSN3ec`YtHvq`}kT^v)t zYu?PFie3NIZ$~R_!?~hfx3`a(ROwR3KcrR&5Eud)ga4#v;Nr=Ey^_i`SZ04Kq^9Nt zPCu@YVH*sE<$pH~PAc0%(HGxD^+GZ6#z4&#^--|+TN zlCU}TyoGJC0>*Sf`m2&B{Coe2^+eern6;O^+~jPEYdd;=pVZ&LVWW7~2fNu}{>#sY zQ!19&F4MQ#SRRV)Mw%j~{l1v{;k=&qrVP|i^L2K}h#<-BLc*5?7i{h9VeW`M1*4K< z?xv>F(6HOzGCPR<5w7y154m<9POpb-ora z&PXYpa^QcAD;EZC8gz!?!j+|!MCRS_MZj@X{}nF`?LGNoo}`QI-rt$E{QP0D?JdLe z&-ZbZUs@<~pDm84-!eSLD+tpUZ$FO}eTP$x<%YhaWiZC$&&0+Q3T-VzT|b2kuv zXZ_~5P=@4h*>s-!46vi`M$_BQZO|;Z{kR0#2-gfdefRf#g~8s;LBk`>Ky7n`;ZXl+-wnRn^nK&H!g{r#@c_9N(HIE@b`HZ_qa8={~tk7I4~RSf)@E-GtE z5P=EB5hrKvc}SJ-N_hL?HO#a(=^k}u#Wm%~cTvUHaQf}EL_l614oPq zq+mOw+H~jm=^h5M^U080yoA)NT^e58ytw3qJ;JZ^ur~L{Y_x(FQ0;}jNW8Mb@nY76 zwRB&cKQKyt`aKi+>2`B1+rP#t&wbRo0veclm8Bp1MheI7-eod**$Qpk`DeU%KjC~2 z%^eIEz}9vXDLae5IC5*jTXE$ok^&u-Yre|k_;dG%dCNwsv?D#<)Jz)Kl+%9N$kUCZ zU4Mcu(#FEP>!I6PH5YOEbG+O8%a>s8`@wnZ_&_Ki@fDwpJBll8Uz^|5^1<>K#mrsw ze$W(kit*r+kJ$Kw?$0i@d>}8`&i;5b0i#?|=0Q*8RT(?>O70X?g9QoazEk&}!HBq7 zlF(~S>`}YSZ%!`?RK*O}tR3vCj4l4@`;+H0SxL-o}Up6PHd+RXD zags(d{wU7Y?c8A%r~%oM;dG2)r(xovNN-r$e@M<8YWtNf3t#(YySox;V9BS1|FfSJ z&TZS@X$#KHx>IJgi9$aMJMF0%le&neE^Qr2IFuyn}?(k^)3wsPu5v` zB~?1{TQ>JkS|Q4j#CzMsfGTS8N2bLOTbT%DtpLqH7qP}c>`+mp0OnOYhqHd7M~d!L z;D_znNJ)G^ugp4utF2U8cRqd`f8WQu`xg(65_KKP;!cpFYrfq@aG#ZV2ob)h(Vw&P=9P^drM13DkID827OCh z5FT?hsP)H+WR94X+bXc|xZ@;UbRE`nmHh3EJA(b&*&c}JzsL2%O8*g$N8q4NO42=r zK5Sl+SCs33h-(Gu!zZGlHQ@U_L#}T4qN%;EoH~wO zr$?E-;FkZZ%KcOSFA<9VEr@R$?|`1Gw-Z^%qL6r?ptGLC6lMp_dBc1Aw>UJ4_nU|e zPWFF#z2u%Y2NesNPg85OE{8r5eIK~wdJKq%njXw+5KiL}Nz`q7n zf2Lw=kTRNez4Z;(xBJ=@_AnyZqg7@*2P2U0NJ>S5@EEG5|Ha}0(+519dtvCFQ_;_v?}(GmZEMFep!w|csRX0-8Ta5H-9`V-WR!*gHam2!JSC4Ze};vcnd_2 z@JN^6*I`XKVtjjI9?UfDFm-i(1pTh}kF5;9gXJ5Rzx>}f;Nb3xqTs{3ps9o1;l>SG z?BHrImFKB}CP(8V9fMzC&d%2)Z2B$MvFe&oLzQrnbu5~{+z}=iyBm6zj9}b$NoT)j zFt|O9Iw=0@GEDFEzH;Kl4E7l@jhES|L+?{xp^#-g7~*cWV!k8=BbC=jF5b_?=6nBY zX?Ad8i|$j_sva_dZm?>2ep?8x?p>2@)i@4oa{>wdI!|yWZ)oZqO&fOJc_C=cngrvi zE-%l|6a#_HdN@@q4d;|izl3YevbUX4i*)yw$4dx zICJK*L2WKhxHFcnMMuCmivY`h9z!T?nOZ4$IE1}_!sDk`vf z0P2+(?wg-WaB;^vW%KG9QW_)UYV^z@>*A-8&-)j#O-9K5y4RNfBx}}p)E@!T%r-|S z_yEmTox4l><#6HnjYcWXQS46_-?CFN~Yr}jTR#w>FE=~23G=k~% z2F3$QTi0p0n&+nI!1s&4^PA znpM7;^VnAI@U-3Et2S2Xzr>p?RuUDWXl6nQ3H!xx%XtPypsXkeBODKJo^a)BM&2f>C0lKRmR6q z!UD`*Pfw&co`z|*4BrHetsEWtduA!E5vkU1`wH5}u;H@b?sHRfu#zBcoY2$C;d!VaZ4)FPSnDF4x1{o${I)+U&B{nJU~mkAB0 zSk6~oZU=JyYljnq13-Pb{&u<728oq+kM|}JaBj~@r=YDK8fZ$|vF7p(`qNk1jtUgR z;_W|+N3^tIa_C)>(N$>}X!!V!ZX^gg?p){Dwd{s{5sw=V(2=m{`_ntS@9&3kXC9OG z_=7O|+nV6Mo&YWW5#y!_iP*WD`nzOg28Nn{kk2yFi!E6f?Ypa?ej9Bbc z;fc(E!OZHLX4!cJnqPwV-sIkdmID_^*#}}_2R6@LigsY1Q$@f2 zfB!*Gfazai=Tf9jqkwxeFR(!`j%Pd+chWP$a^8n8-N-gJKURPLv2>!M-HT?i1&6 zj$1@4BxWbh2cO#i-A)VJGnzDY9~^<1DoOgd8b6%scJE4bk4KWn^;eNk;$R|miOjCq z0K`+n0gqI^W0TZVlc8IGu|KYI&Sr%Rx;SO~)2^7S(j2J1=s;V6ZVddC#9{gl#5`<&Ba(HV0F=HQ3yZhW(Cz$6Axb$BK3ycg_ zS66(DMat@(SA4-MIA9v5)4S}CQ*OO(j^v{-ZFuNP?rkd8rl!>ho!NyYZ%SwGNwLDH zV7t5GK1WzkB$(Y&e2h6tOG-??&0v!!&X^@77+S9wXk|S-jjNj#tFp0M+!(KYv7Y+? ztZRiNTMF^uvK-J@ zy|awlDh(?;_Xww&ugTqX-UZ#IZ|nC={!^vne1#d#XJC}Ia&%??FML4acuNpz zhHBv@{lgos*w%$M8?Vm8h$Ul|N*xD*QJv?^Ha%0Em$lscl6Mz&C*`r_q!wXOW-|Xu z@e^q4S2(~h_!~wN;}+jLNdY=NX*3ThvtPCg_;_H~ulR~WEhCt?a%9=9ng++m zom-Sc-$MTjL#|H^OM|O2 zbT8*6HdAilAIZH^J~t$>H*3#>H&Zb<>~ZJEDL!kUu3f<6kq4l@pKZ^_xw|l$>~ppI z3_JF}l`T4OFbatKoTMEery+T>DEh`Je<<;K@brgxxGIxZxVc0L5hiEkg+&b%VSI;i z{J)Ch;@ABygM|%^cM^Y zi2t{Z6od0m-GX?o|HhFv9vR!vBS>Nql%v{s0698HW|lt`hBdEW*yZsZCx65$D%^I5 z6_tO>yxo6b{^sK+=^-Yt`D>w%G2kSOTmN7ypz(%5q1kZV*-q??W)WClq=CNUx=q_| zNuopb%gyhycB*vU%-Yr4nz4J)eQEqnG*SXe?>0Qt!jKL`2zua+iO=Z7H8t3qD_52ksoJzqlSFzm0?+Q^t_|d)_qNx zm^DIn;@F{q9bq!Zfc$mo^YMfBxFM58@1r&ggojz}=c}tA@0_wo(Md-v$LfVE`STN=2U0WbG z;m}y>gYz<1q4NIDycs!381lST;%{RE3+Jpm?L9~^dNN&WPx~EQvQORnnbj9YUzr8_ z{(Fw)LHqQ8%@6)bMfPwp`D0{fp_OS+Ay5ls*puIOVS#lW)u%HMI`6*AKVBJ!{tn`? z^x{3(f8!jVv%)Mad8D6nHI;>deupu>8`(%aY~~c$oN&`0xozx=QYte2qdwf!ZHRD3~3Zq+|u8NcLM^KEQ6YEENFKH?13 zB7x(N2Sl(p(CAiaL==quiG66uPlCwOavAkNWf))Igf=Y`oI2uK_2xxCG*&3uj?eTX z^}l_-htJ)B`i+>e3-!K8>GrdR>_1p)op5!dg4qW-9N?RO~cEOAtM!eVx8(zGHS+*K^`x17zI!rPZ zvi^=l8nIsS8;a0#B1ud%))>ZeSY#k01qbQQmaDQ4!b;)q`TG}VaWE4gVN}MT&M2x1GLm=Ih8??xi>DouuYvbgAB_c$uoS_1#lO8?haTYygUjsrYa3ko z_R75^mjzcDe`G-$vIYxU--_|VN9cXdcsN^ni*seZZ`XL7 zhzn0RcQkQ7gc}wP?m324I9Ybz{F$shtS~xA*eWw)Z~S4a12wrg#KQ1Nqw4>^FP&Iy z%d3Og#v(MvZ0jG>DuT(=eYr)}A<*x_+;n`-3#fL( zzw~ci-#95XfiYmq_hY+Q=QXh}`}@O>BqtmTe)vRK+8O)D z-dq>>{utH;wDYQ_{h^87qJQax2=<4^3s6UH!zkH9)*`(F%XjY+pyx<~xm%vJwVs`r z@~R_#SndgugD(%q2iHQ~{>7QMk?SzMQsP%r{|hJVHJSz8l%XX$_GI967IeBub^Q`P zh|NY_MR@)N4tP2}m=5^?gey_k61_5UtTkGGkKzt&TmKTyKIRK!dJjeAcCf0_*H#EG zWxasuz`HyyNs?Ij%V(_jY#omG2@HFB#v@fP=`$V85nMee>c8Vh6%6tI+m1S0&reBI zr_=U2q_+H$7iiVOxkzQXpou!HO)x1q`;Lg?HKuCs=n_?#BuX9&%C%xSSCFi=Un(p~ zuQ}8F4Z-2?e6#h3li2Mj9kt7w2Re^bepQNg`V3*MErioh%GZJ z9y{d^<=i}G2%X=O3nQsFu!F#ulPEI`6oR;Fi<2;vPE7B8->!{a^!t z9J4^y+WsLTkPD~ITG}3ZGYeIX+wQGU#G#GuQcTe<0CsQ1QmqxUl}|*{htk zMhP_f-r{8og0K=$lb@h`T9xLooAZ~wfb+t>C$tah0cHCRyPE7&0Q^4cDH!bnZlr&wX$|Kpe#-8_)WlNXMCI|{?$u@Yw*F2hsa>HCs~e~}n`BrCSN zi9i=>td~aG4b@>sOZpV0MJA_Poa)D2>=;co@D72?w=2Qup)0K((}h zCFLx1O2)jcO!$bCbDo8P-3Op><8Z3DR}0k5B)SE6u3^uAQ%5Lob|G2)W`hTfHRN#~ zZKxsULY(`XmDjJMaJKEn-49(8sti$izKSOf!ea2st1IX0Fs;DmQH~TJkV~1ZC^>5| zV>GK6Dk6`4`R}b|zT0i_{{?dkqXcM}|566_V_2ullX zg!x|^%cI&!IQx%x=h`(7hzLC=$ee!>#`yjkK6FFqzwjjQfRi3P4r0GsLnHtpE}$;H zI|f=LWmesZBRC|NSkd0!fXipE9UGoV1fs+7MpwfpxO&R-{HwD)FmT_c@B0U192};7 zFr~%{Z7PYUo9;@(n5)9Uy*B(%6L2lzZ4+rL7dh{CRDFhd(V&<+rHMfOe*c{8-&LH= zSs5=qcL?JeGEdG(CSz$Y;oR+eTj#uk*LZo`6fEY`9r*CI7;B%1Yaez00L{w&dn;a~ zV}p0Zp*-3}q^bpar+XX&(%nzn_owJ!#mG2w#k}xVKW`eg>3_pD@trKG$3Ftaz>`A9 z-3Yx2EycHgoyOqp* zexzT*yaRXsSe%rEacL$Vvd$r#2+DP2yLcZur>2{qoLhtOI3r%;a4G1HpGf#5M#16x zl?xhjNiai8b1!yQ9Z5AGIrMKiVZ@Q#9k;yp05yH^mD5va7;^ur5Z>dob=1V$U2{n6+tAZG(So!7$|aFG z+i^i#E|j~MjNSG<{O^vH;(EY`7TNA(91P17iOm7%7s~y|l97iM?c(PXweNv#>b>vF z+8H>z>$FGxZ#5jFKP+a#&ZJ7W6z5{8KaA9K+eCg-_F^4{y8KhO6e$ZOAH;$zVOa2G z(&FG8w(>p=yEyk6b3L8*SWO+kUfq+Y3 zj>fGDP2*td3iJCvWzaBtfSjS20JFT3bj?z`ahZpOL_C=Y|8{E!7zDh*`LLt%SF>** z(NEO;)6Y>zli|5B@IDAuOaAF;i)uqN>4J-g6#=^5a!C2tvqRbYBWx*Nrbu!LjO^SQ zgc2OP&2eVqxe1Kz+}&mby;!6~yAk-eAIgK$k3W5Hpi1|q!B#`w5|_l5z4fgbnJI69@#zmK*6NSesz|@VYX7_co+x$o9m?{etno zc{$9KznE@ka3zp!YtDNX_YVh)L%-;ad&&)@EC3t5AZ zD%&dXxO@j@GA7RP4v0gCqu;f>bGBG28f=pO#{x_LJ1Zo3tP07xRl)JBU8)R$N`1Sd zGobS9zroQ;IavR|sM-I~7+XD0CLM6ufM$hpVphyinEk}oQmQ-vO>7^Rk1hU$27{R? zv)uzYzu#p3dcis9`!(;79r6$sxvcEhQdVGr!dC5k=?rxI>Wb~8t3v7vmM@mxJCOR@ zNF>Hs0`eZul%7;n#Ln@qDzi2*sCT0IexC6$Qn(c1Bzz`*rmtss~lI(I%%I4{f! z3+p$}(oy1|{ucL73*|46;IJtm9QY1O6dK*#Hra6Yu|%FXyDKa%L{YW)w6M9%Ec4%| zWlYzS6R40D!hszUQ}4Jvv0Q24xH-28kf_Z&%Ek47l%ptZU{C^s(_c@=HhhC6?*#?V zlC!vQko_Q!FBnN2akvUiWzeMtpuetEse&|eA0h8mA_XKsgqJHNehXxRv~9<@rA7cWBr zW5?9}w_z~(pfUH=BlfL+*QS<;*1~*_$U@}KFWB;|G4{WQ-9Q$3@Uu?G31%kqCE6cL z!lb?|^$^%oPx1sOKNr@=q}K^h6}GtBJMNjr zOX!O*%=Z7U01M=5SbErY;(XGtJrPQ;VD0j8*LuY*o~@$Q_08l0irgdB(zGT5?Q>FV zC#xGwDV%N8wf+y5MDmBOX}`zJK%wRU$v`9qN$fqC_ZLW7H1_AX?gJ(FKktjg0Id6) zbJP1wATC4Aze(Stm-J`hNXNT0oGJ6x~`GK-qH&(=DE5}H))^B`oA~ApEibB#g z=tzy&Cc+Y7oyAaOCx$l;+7qs<+9!@=eCYi!%yn97I_IUpXmkUws-h4yOs<>$6D@*< z5gH10v>AFr`O@BWZuK>YRBhb5fUV{ao#Qjyv0b@uD2s~;NJf6gdn?zVPlxZor3?!k z&#Gy-{Ct2wGk7%Z<-943I>ctmDA?d4pC?<|FaY=SSTc7#15FV52eFEq(h@& z)CFuwxk*TS>7_ayq#0+ z1|xS1_Rrb;#`c^APFg`pSfO=lQu|L9M(-=uY&)oi<7@`|4Z??TIJTx!;IK5*_;|mO z`*jeGO!rx-xV{kTfK&Y5MPT!$wZuRax&Qd-y5Lx z%?s_mcN2%ony&q6uY~$d(-5h1r=Yy8ur|)^FwTM(4<;)@{PBxFx|N%7LDccs%J6Ay zW!`Hd#3l)wB%ZSAJ{g#EuYNIaaSl2okA<9-pM^|wuDvHJj;Jynua&u3w}2xI!B2HW z0&wE9u40*lAx;_*)VP;bko3KpU5Di*G?9fCH2vFffGsn-zi}0pR_=)I%u~WL{^K_t z&(H!}1l_ zcU${8W-WZ@WojADxlRR7UvI)yvBR;Sl18y8Nw!fTJ`P*SzEag3!`N~YE=ntyLi9;F z5C8r7FhYzN<3DeL(+3{8XMZzAik?L5JEb0|&hQWwx)lv07K2I4HVqiz<{)zEOd3oM zn23CSVS;M`x#tf$7T{E={rDPL6h@v1x2Z!GR6q6#{2-f-Yo{g33O%xLqDk*r>VqsK zcT9w8h3^Jx-kh8cCl5^B|5?|pF0+kZ>-t&yzNEWH%yDh0=N^A%0W7-T zbY%X_kCQEo^RQ zmY=C#XEkXq1`L#sf+ z*@_40$fJ(+6LfhoT=_s+y~I`Mat}&7`F$p*d!dJiN$>3C5Zp|;8=C*`4*s*}(Ym9v z4{Ejk`KqxesM6sJZG#zKEIyqlb!NT;`&S(zVzLHt{({S07YzyQiAH70<3gOsXxc}) z_69f4A1yoX`x}NF#yXkwcED2Rp}qedoP>o@LBT5vub^bsPB(meHLPfg8~^UR0IRoz zZeB{Mg^`1vH-{EhfOLFmahvV{f$eW|79Zg#P>6okXJzT3ryK)oFz>(IIbj?YZl&vtr1ZkUvE{xlFk0ZK}pS6=xhD-`Lr7@rdfJ- zTwH*5JC1>Wm$!PXXE0&k$4|KNem+iU3(5BqKVzJCQ; z!umCGLU!Od`{BO@Y0@yzRYEvA?gGuxK8KtNN?}USkFk_j4~GWWQ_O~0kZeja4nNIA zV7N3Z_LXi3=CuZT&Ch7SYHb7m)?CI5!P?0r1~!|S`< z2Olirs*0Xs_>;>p)b)dJZ?Pce^Cs9fu~cKpT%$vDzaMnmW8ma`gz!~t(v|V`6Cfri zL_FS}igVk)#vUB;L5i$Y=-HMXFzR#UZ-k{e4#^rH<>ok#BS)9HeRkNu@=XJc4;%?t zs<-dMhtMKbCL`lj7RO)E+#^HLe&vayeWSM?X;Cm-C8$pS_imiZ&<_r>uRzMFj&rA< ztRwmLBe6WaL|FV}cuKCG340CI44gt4G5_C%Gk48C;=HD-BabjMERC;?7RheM5&gGi zNxMg|tzqiFE~9wNv)J!;ws8|S4E}04rijAKB?~G?K{}54mE^X6c?i?hO+}k$*ok2Tj*9Q&kJA$R&9bg3V%{~Id@ z-6yyOpBxv&p~Fz;Q4j=!DO}v?A9;{OgZMX55hjNn`yJ@~2{c~YEY95I#rfM}2Fxn* zkm*!AW^1I3B*nHmTe~?`+BdDfq_ujOirV0P{V@e6f_G0iv6|rWi|ZAM=><5-QTA1p zJ`4Z)Mt-R5$%g?B!Gp_tpJBIR*lON>E|}ZQcx3re3D#8ql6LU7;WA&a#^2#us0c{* zv`?Js#NXQ{KSM$_V5^ z+qyS0IoRJ_|14{H2KxH5UDEp4ah}Ox?8l`wY=4w|=7w@Uc2r()l2R&yE@x&ZwuM*t z{;SV+-7gF z!~8epnYT~HadvX3?Guq5<}Wns3cpywfxR9_tro*zR4^f-Ou;CxgyVST-NX>lw zmW%cufwpy{pNfrP#!riT=|lNBOLOsRZ;(7@bNRT!m?|) zHn8Eal<*D){1*E6Scl@M=XKNm+auWX{_fK7*fq$RkYrYSZ-Sk1yv?IrO1Kmyzu_$N zT$O&+!Cu^d8A+Ft^K?urq56`6!C8?un2Fqd*zKl2j(eQ&{S970ir$OD?z8JaBpU_aEwn)Gq>@y~!|Gzh?3?B=X5=u0I$awDa&PGp|3@b}w zF?WR=?MCU11szy9tkHymc0lo=AGvT$279L`nUiKLv5_T%F9LANIh8keNju5$=G=2hIkbWiusv1%a}le{rQ7d8XB-P;&S5Q*HbtW zm3*RhC(YK}?)Q3C6@=8bXTlf5{%oBu3n$^&Atc+;C&oHd!CdyVu62_xP8~7~4dHx) zbDtzmw$I8S<&56-XSMsWk4b6DRQn9Jm^|K4m(*5eEaRg6U1J2RYFxS3-GY$lG^98M3cGf7stSjr<*SwwjUdNw=&RFLF`T?SJ}rO48|E72j(-~A#{qH8 z2UB)YFy5)bYS(WKlvi@Ql^5>eim#0Dw}RI|<*RV|Z0n=S$in%^=1?#awKXIx&+Gu= zdCESXpVyG8JxkqVdI~xd-~*jH&3QZfY;|F#$mNM zY*JG>p8QiB2Vc|El)jwW%FnaU3PuqJghgJtsa%DP(C5dpC7E$q(88-SJ_e~r#>H1d z8VPhP2P1^D{9%H3&)VsnAt?M_rV#$HO_ers@5_gNj!5O%6lDvthH0O%K&zMXSn#P< zU1N10P}L7*vz=POX$!Zt(i`SDK_Ml#72JY0g;aL-FR`%ROSexmY#ds~MdCWny~7t# z#T-{&%i`#NIuUH{N-+D4Yd}Zy7W5PE`L5EZ0cm;JhAH_Yl&C&TkV$%j(_J5^tMcg> z`{2%T#wu^fUdVlWtz|FN`b?1Sce)_yR&nlr$G0#=sA4%e8VwUW1+SR3`U9CIY#=gZ z4ZD;S=Q8=pFygk*Lq1W58C4P_!?k}%*&Fe-r%(f1oNM0KS>1x>)wx}A!<;~I7+eaX zqpH#bikVThhJidA^Qij!L45C-^WZXDFwV!b>TuUTz}BUd4+1Nl&>y<(;63YTRhqVV z2RUy+4E-zFw-Ty~En%kqXJ5%8ktyz)zUnLW4i za@@x;aUa@J?(L)8;ZS81eYbl?&yO-nMLJ0^=)#j_jiBy8h|G5Huf zimm6|ZjuTdk>n^yxb>nR+wShU=w!(SZHMr?r`hwbIk zDNJG_&^ffj@RIQknBbOY86VX`qKCz|kl8`3F{!>7?y&<#Iu0{ARFq?Vs7*ztQUf$( zZFj$TITu>Ka#GsNqL8e~{lNZ@HueQV!(U($PbfelXy$G`$BB zfx@!L>nCs(daZ1k@8mQCHRJY4y1Z}#&5?(DPRVMi(uufHYQ#LC$T;CA@56GKGFiQ0 zb5)4II7-;=|2-L}C+M0Alazt9qv992k{d~d3Ys;|r*VY&jk=`PGIj?k=#$@H!~XF! zarYCOK+O_cjC*XxKW$8pYzV>-kej=L0(-D|#MW2h$=@ZgWMPA*&bmeUzgS*nGHT849hm$CxpOKZ zjtVtf9CqTGo6av>nif6$p}-LqeuN!;bnrA5&_55D*>e`#`K)U=*XChlUySJUhixzx z?lw}bbOkoY|GUg-8;+e;^PE?A`e5zW6ml!vf!VX&XGCrn;Mz|%S@$!HFr1*4V4EWc zRPI;*{(B&Z9d}PNZM$|GhilIEXpCiH(|4K*?VJP{D-z1!GM9jeb_?I)0B(%9@4K^7 z*bBz9dGD7O=bxyR?U`}4Y%;cW~mg>*jNb_nU`IAY1 zv&270&o=Dz(`dwMq&qH>AB(FuoWUU84QHa8nJN!r}e)p`N=+FrmId`tjx! zqzFGhv2o=yZ1~uT2ppTlRk+?S11rqHJ^ zydMmK7?GBvoF$Ga!DrYx2DdnKWkizUvjU><&)Q19J+R0tbLm-{4S{jF)xarc1u5G_ zFRAG>z*zFpx9(>iV*i(rk&4nZsH@0KxT?vDlg9bChA99D5 zWV=PybVi)f^s0RGDHj%RzFxg^p9cwx#&PkSj8IWATF4V+j3`&WdF9|= zSpLuwMHaG#8kRGi>zn_ul2DtxZYqW&KC(ZpZrp@%FOJZ`@hz^k<&{j~J%hu^o*!Kg z*a|W-CC~}P*9y?M;F!OrDCJl&Oh?{%N#NN-U}E)1KDAMUm9)C^ z$sgUZ*V1d`v*j&S+FXqqC2(5JmL79M zOxSOb@5es+Qk7=IEQexsAI9GNh)VqBkL{>qL^<{fyM>%{>c2DK480-uoGA%OvU3+r z&Ua&rhWYcHnM`P(xFwuw#sy1e--Zs}w8p{gH?*UjMcDKr`p%tq+8CM9X|z}SE`e^9 zf3~;fGvwV)sv3~9RHZdK?KeYHj8iS1PahjKVv!Na)0ImPMpEXY-hmTLma9eWI&P#& z%XcuQ{FX81@C+*H-0p&r@O_)^&yAqO$<16pJ$|{jj`PZqIG342^L+)uPGaILP0k_z9zdXmHJy=Gy>JgZ3s~ zJkA9ZzuD)f{&iuY2%FoRJ@ZJRMK%Hbi!e+gxN=>J0rGNoMsx%jsghTFdWiMl>p68@ z?tv371|RIdPp1#L)q=%AC$8i0x2Cso0ZLf&dsMBnNerfvoy2vI#KNS;J7a<=8_W-x z*|wg34%7j^iCyg6Saj&~qbGJuF!QAQ$M)H4FdBV5e&5$EzRh`6@hPZKJ z=yu;=zknSk8Ss7-e;164Y9_nlcy~fSAumek-8W1(xS_bsn1!8*9m0kaB2hwA;^dqdFu#Du(eRX#l=8KqpJ@H-?*Ph$-j&SK`)HGc#< zyvF!B-ezKxk=%E#@Q+w@UhamiTmcemX63A>RxnS%!hqmzh%p00dc(a(u*UOZ`y-V% zkm4M*aO$`m_U%XxUHSVC$VU`NI++&<4C;T9<2@5_*|=-%UOFERh5kvlid;o%Y5o&S z&Sh}7i(R?mQUlG_6BM5UZ)klcy8mlLB7rvJ;e@jB7*Gm0*IRC>VxZ;UD`wUYVcA!1 z-vx^w*pc>5SmMHIAaBMF{Tq(M(O4;NomCy^yKns>$<78V5)HKjB4uEiU-pE$Mm}Z> zG@SV}aR;dH<(`FY9EWC^qPpNKxj3anTD2Nn#g@RDeYqZ2Vg8a=lkcOKSk~z_Hfq5E zBTI^G!n;lI{h4PZ+sCc=qb%fU#1a=&HvKTYpq>m1Q-ioz8q+eMx&@2ZOZC8_hv9=gi2UwrMGh2a9@fM-v)a@RV4!pc|xsLI>? z*2ex}us46yf9-QPrO35IOnC^~lH0w4=$_#~MX8S3^FL5EnB}+aLKyU0`dgcvn#WQ8 zlQHK%x+3{naFF#80f@YPIycGW8ALN_Sd2UVfO#hUJ4YMZU|L_Pp4b$I&3h{YTZgxJ zW2XIy`R%u=^q+V573etP*tL=x)4QE8yqun!wLSnvDeUXPEGK~?A3ibdq61YF71wPu zezvZ2Hfl*kRUAmEpe6Q?3Jos&u=r zF5KMTwe?(@?zap1;?UTx1Wg_;Ri?S@BkCEISQ~Ksq8~*Y7Jmm+iV6-ub6U`OX^J`w ztbgq2Dl^5dkl2#2NO~aXT*!9V;+C3!0`U1o63n%IJ5AHNj)UIe^M_2{VAuSpbA*Hm z42N+{=5ge}*qO?_+L?5$y*M$uYl<0%f8KgjEBY2lug@p@@sg1;{5R?XN@2(Mn0}h8 z)&$yDHA5%9y~MuXrgY-5`KsHhD_Hu5vT&&5Yk69FA>^@&+1iFq;LO1eqx`|GK71E4 zch%GmRw6$hOZj{P3Z2UjI;A|qjcV3{_}(d?D2~j?8$H67)Vrhrtwzi){cqC#UMn<* z(9*IXJ1p+}*WOZc89jArrmQ2>pyjGmYxBQI95b@}T^c$FLyb2x7k<5lLe>k!{j!YE zA9#4ET0sh_&N0rnPEiT;H)bw{JQ9MKWy@19`uTAxf4YpR!vU#I=M(#^YN6`nP@;~_ zQ<$3C6l&lw!qBz+^Y>V3aJJ;~+YUo1Aaw_4b4vme$FtqP(zpRxZo`)Q^+{OW__}!H zq&9)}?#1D?3ImvJ3NGqjvfc84Umd4BkHK%CU;K}b0oxS&VWBk~y)JqD$CTHEor`HL z(7J|5WlEqZY=WsjVr`qrmzVsed8gZ^KeQdF&0B1dem3 zU;Hetg*9hiRjBklCD4w9bzL|qtI9Y+tS|Ft#@35GgE8S}u=v1#b{GEb0!lN@{Z{}h4-|f@{9%A$Wr;(}RW3MO7TdjN zAOgGnkJ`tQv#=z!dDmRgFQ^C$y0JPSiz^=<*jAVKKt?Y)WzseU&wcdlR-X4ExxmS)*JBhoJ8WHNwpND@Fbs4sf z@mQiZi#T}BWx{6H43uYX?>wqHiQgybg^2fG5*Y0!9p@KAk=Xk0R4{2+mFDC7 z=v{uJu>9u6LK9aw%)V58q5Dh#T1~o~OAi|3%IV8JPK829c^Ci8;k6A6^h_G2&V<9p z4$seS!Fsm}Rt;jyn=FR`GoIWO_TGuVW1PyYyX~N4y?EE5 z8^W;orN{bSNd)%xp1WDb#SeY_Z~UlqbdcvK?D2ua8%b}ywQRQhGqp+o?03#Pkaus; zIh!Jc3rV-sTTJ)kf~3t)yd!P-s-6YL@|m^Q9y;Q5miseTzc`rC?7m{WbzXae zuNEip3Bl@>8*Fb49z(HFey;bM7@T9PbCVx=g9|)vsgEAM#Npy^1xi7}Fcr)zxML^~ znu2Il2NGTaDM&?5^mq(5EaNd^Ed!Fef{k<|l%PlTsl9-(CJ<@dkJ+__!_=HXD4BN< ze=hL!8voai)231n!+ynLTV-b9k(oZ|l<4ysRi@zjQ0CS4BU^rTj+Ds4xecd2oui*E zI0ge3T%34WnX%z#uchbtIGnFk+O{WP7fimnvNobnij=T+o`P4L5dL&>V|>e>*26ti zqg(bPm8ORCFjWf+ixoarFHBzP^^9Nl|sp|D#T z;zgRGcm;)_?{Ng<%$;a#>YuxC?6N7;7w%f=tbU8+oKt_Lo4R4ew=9;F@El0PuUd-z zVzKp1MXbU%Eo`;ty!E%u09TB+r`@=wN1%m@yT7>9@lQq*q-xec(6qk3mf0idH--`-3V1<}gQ}=(2Fd0FpDSlh{6d!^RTP zCq3cca3VL)`fc$S?lE}(?OrEu}lK&tdGQE{wX?GLGKa4V38)Tkmmh%v74#ln&R!NlEpGt#=Qq(&}U9LZ%83dlE7S zjcj4!_|=Jlu_+iMn0X6DGr^#^A!GkzMVKC7ej6uUh(!q{Y8RpmU?9HpXYBqrIDc7m zG1!?OC=OgfbE7#hTju-PRN)$qpY;0SrTG?{zI>_uv)GTbvWM!NI`eS+ov2#%Kq&O< zCtdYZKZ=|3k7{mQiH2GMlY3e5%D7VcSa-Z{UX@T#|gr=Icw)~78 z(9;!hPt?5tS8qT3Qmo;LRAGU`#PgxpHu~RbQIsGsUL)3tt=`5w?RV1E7UG!ezsfha zBnY*yXyodAH-NZDa5YS54VDs8xXvZr!FFz*joUwe0m;z(@5Dtm7_1dfDNTI?6Spi6W9FB_o8#sqVht%W4 z0f-|BWO*&CKA5Tes`x}G2U ztPDq$a)2_!SCF6}2%RBULMBL?&?HeOnIB$<3qI|CXx8;`&d2M1#*aQ2T{$P&^uz;N zdv2VOy+@1W)Ne0HUxsmczvA`qd3zW?s7w9mYKMf;A%|GIv)G-=!)@-p0`+Sjv~Okg z;}B2i#Y63ZFjo4}f1l?;q+WUuclF&SuD^&pXTixxpdCB)@IPcYCyYy0kh zON@~)&n#kLLDoYGtLx%*VQrl1T52#{Ai})A>X$;=O6>CRBc(5@!2IqW+UTp+P+0R= z~JH2}i=f^{jIY$45t{r>m zw&`zTXAU>rnb1Wj{pXRg{BH)AXbpb%?!5!!UrKuZ^ZW!cGJ)=|Uq=AheeZHm*91^l zE*Hr5@et^Z?r40Si+~Yc+BZkHUqgzWQ>n}4VH_|2sHLIKfuu35PrKP>agILP_*k?& zkS`x(Y62Bl=B)33BH53dyDr|-eX9tw={#=hN*u6|b5(S=);VY|NU%LrbpxB<*B%^j zr$S#At#8luG*vo@(4?%r1SE^G*msvPVvO-oOTWkv9C1#6E0cB)C~p>;#fFa~$>{eK ziWy_EuXq;EspHUa*H=~5vXe4bKn<_bA1+=J%lbJpe{V#Npe6>uK zm+=6U%panbXI;bDYcr=8Uh?1)^PZH?!UfPk9%y+hd<4fbo&?1n566Kng{)KLWf+@$ z+S6de1pVFm$1P=^VVBA|3C7z*tcwu&BidhtT}9>jMm)hd6lNR2^yL69*S_f%{?8tw z#DgkMc^tvHE|;7cS5+*2nPQ)4oB``^)A{=Z_>KM(h zRLpR^Dc$n%3rwi8q<6OIz{s)N%A>J=vCB4p{K2WO(9CjflIGkSRXP!jcsuY z$13A-PMGyS1L9lgV%N9OeDoPsc3wCq@j3ukCf|`)bA4b{VXZYMu561x4>LcxTLcs0 z!h-4-hG6M;qnNK86OfCa4)@r;z}CHqrqh&8Tz0wgd#uk4=k%DuzBRTX*|oUh#K<~y zp7`DQDzOebV@=NKoGOE~N)vjaI{+K`>NLUEMsdjR=iAJPt1!!Hh1e5sK) zg9?{6nzk2P>(}%YP!-t&_Q!-%RetkgLYT_GEV-*NWL49oT@?p)#q_NzxntO$>k;?k zAs5WQ9FNVaD8i1i8~-gkYy;AGP#2TRWdcp@&me1yvoJ03>`KDt-7p~_z?G|3ftjj~ zdk0vAU}pI}o4;Hcx|fooXf@rizk@#D;*-138za?c86^#?*XEOTHTkhd{`f4Xa~Lju zV1JPP=1IJ&K|R(U7K@(Ro%Q7GtZWA z>4e{V1BY96s=ucy(_FDaN8U@Aw!W&#p&*JB{RHm%fQJ^gXf2ZSz#tPtm$Okcc6>}3GVOg#F-S;b}u6nAQO1I z><(tZpwE#1(<2ek&%$f>a!3IezA)(SB^qM;k+w~J`|CI_k^0eM<1~H_7`sYyY7tjJ z`wHa`GgPMjrH{1#i`Ip%Y^dE~Hu}zjgRl0B8L=^8_Q0Y;fM_*t9J|}xblreJTfa{C zqCE^2i+Kf)#ahB*=Z5M0STyAJpOg^vc@B*Qk4ASsdI7Ty=W{CF>B6jVZ_LaqW%!-(c~u3$JOFKQ4$qFk@*= z!{(%qS7!%a;Ve_6m7zZp7`_b!?%h3&6FkJZD-Y*kByykk!Izde!gwr^E|>>bcQ%ap z*8hWf3iB0dzTHsZ{?&HMB>+pGje33HwBE9hYmat2|HOH-zs`FVO=0+hnBM`P0q8$y z`(waQ6^NvgaZ=zRtX}+jtYp&%DCbHQ>&O2AapiqWqPaWFzfac}{A2-Rhe*l(R4y2p zXh@29M#fFUNalAfhS>5rs3MK?G`1Y(r?KEkgTWVV-@-eSupn6bXt3&Kn0c-tW8ch8 zpmiU~eMPtR`LyVe@3$r-8acH_AC)K2+!IkM?SBFjr=^5g1vsJXLW#?p?iLv79e?{` zWB>;>O#)b}NkDXdO@BK+b@hKem_4@N0!%~>yvi~zwn}o&R6;;xYi9u;zGs(&!82e7i^2+}a#36tF z)bg9Vkr=b<-+fOLn0cj=cI2oy4v60j?p-#8!a$m80hW=|>*y zzV?zgu`LhN9$wni{=x;l5@(qNjjUnj?*Lt?c^u|vKc}3U+JxC*8NK}tML^Ve-7LkJ zfK9??B08$4kjT3HnzOnbDi2L%UwN+!OIdrA;}2|oA9+`=@D3NKQpj9-BJcrM1|}!e zw(`C)B!ik8t`CF40^5AjJ|QXlz|&{k^4NUg#)|;DBpf`~`Reb877}-A(w|b>i(?ay z*j`H|z`z>)?j&0iZ2nU9QvUcc9J$@(nAmy{+jCzj%-lHzy*xo|*#sgEoP*~Uo8!pu6-K^Ec7?y{llR6t}yrZd`;-f2&op_r4PhJdOLdt zG7?X9J!Uru17f==!^yk%f%@{q(tkf;ix1_z*x0k6PQfOvN@Nf`gzl%te7*w%Qt2PH z!gpXx*%3vH*$(Ii&g_E`Vlb~j*E0# znBNn~bNBcXhKJFeI?6BxtD=7bu4?>+7A4!t6?t0dZjN=$oO^+bI*MgARA-pI9b)?W z+D@E2yOij>XBtbQm2PEfkYMgyu|NuYGQ=mZRf!++!09~~x_-!9BhVVLGiVQbLuKn_ zgR}D~IQdXY-k<(AxZCfUstC8ok%fV8@!P+`zxlEPtIO2`=h_u}eo0F3Nkd*?S=ioLVx>dg@jSZ~0Tm%MolhW~KBun6`A z>b%FuZCVnx%V&D-J`{)Kp~&~sH)5gsqh-_Cms?!CntTM`^kUKb?}HzQzF@7!XP*d@ z8mJFf7}Irpj19d;Csrcw!C;<4q58xSMjg$QP@lGjmd)O4k_DbXe2oQOkIrH3dTe9m zm4i_FBgl&3VFrO_o;4sU+Y9Gri+u|3StG@##r5`R5)935XpS?TBhUwb_^9AF2cxI< z?u(EsP^HCt{C|7oae67}pQz&v?9IRSBwWP+`@0?2_8ig%3cUL{@_Q!~Jd#s=`aBEB zNzeIj^s3{O=I1yDonDwp*Zf|kVuA&CuClKF4M*b2jEzoU7fkvyvC)`BV5`G~)&Zj- zY$EQSy;FS_=2KjX4w+P9li1sxg}(oA=|c1N68YWGqcC>KD~SZPKi-N}@7x1jN2`?0 z9Ixa0x`*R031!T*{SssUNdl+#B;cPjve>pNz%N8Z_zoIbmx??^3ur2h7Zle7m=r zjQx*J>8z5+aQt()dXZ%rEY(hq1$Yi%zmHJ!s@DtbI#hA}c`GX{&c63hkyR%zNWKB88by7o#C+qelx< zq@AO_tb@?5GtqfNDGwX(IGL7py@$Ru*=yIxR@kmZyOcQf3TyQb$HwID!0dN{#|{fz zf->dlgfGl`I4e2T!T+rtCUt!VU%JXd&&lzXQQjxm(QK~s^NSrcow%u@_aM3pu@NpnPgtCvS( zA|O)-7B4+8yYZqOXO#!G6Y~S0Kf8Ic@$^v`{~twX9u0-xg>kz?CA&~kDYR!P5hHh_nootGh^Rh@4s{A%$)h&`#jI*nK@^^OmQpZ zO(K%nR$U+0zJ-Z*9Dj`;$DohxAL&C^{cz!&PWM?aYi#(YWOR$R96Q@zuiw?+!+v3p z-ZyEpxNMr=;*og*XDtsuE~DD z-J9p!Ib)=OEIJr+px6xuG!%&9}WN%x!c8c`VWxkpSSmlhZI6CNi>f5tx3T>QwJ z27@EV>uRYsfx^C+wUVL$l<2;DFXFSI?8GyO;!W z+qvtS_@Pe;s%Fpf>j&?Hu|HpynGQZB&2;Gr{?I(b}QiT(GihMyz7(5e|kl2dyVu#16Fy zQDL4Z*eZUh(4VDayLZ_MoRv8NbI!RRehWN?rdYSz2hX~~(vxzLpcOkLmNo2hxgG|k zjW+F9uGhiJ>(7Ux{(Z-xugjl<8fl8a6DwPQo*sI{G)7TRm&TXDLF}(au`7n;ZRxZ4|t@Gy18|#OT^ui$h32q_R zZGKs6)h5PIL*qt}AFr6F{LYb}hC2^$z|v%4!|T5Ru;!!mao|W9CaZXCzM^l$^@9l& zJ-?p8W{r60+VzXrrDNADT}+4byWh%GbKAkPhN8{DXDEdOO$JO=WIB2m@@ zOfbc;s_hWC6Z)t{+ZzOhp?BI*X}jNHlg2QMWtI>QO{c2dv}=T!Z&QcWMpt3^`k;cx zVm#I}4`>(GOXB+Esa{QsXsqsz%LB!XW>0 zk;=hjsOCNLOjhj~fx5)0q_Sp9o{A1zxG$ZDarWz~MpZ#DGiP^?XkdWdU-@gJcD#Xq zd}>X(_t~-jQoBklZ6i>2dOpnDa}3Le+>6hI21CE@-QU6QsG+kl@mr^KJ`nrMrq5{` zz_>~A(H);Tp=R2$)EwI}{`IqeA_rSb^8FHSE|Cu;-G;|)j``6r857*j-PA~1VCQu(dwQ?#X8b{-r z=FS*5!QAW1zigdcxB1o0sOr5EfqI1FPMw7i*3|SrP81lIr(Ri`)_%VqmiK;dJ=*38 zqcc}GS>x=XSdh%3G*^bB>Eshyj>_1=WXt>%y>OznFugKR4aqN0Q$O2Nip#Tq)oQeY zvC(NaO~nv5VaL}4H2vM>NV4D4WY5nGz1}f?w*&jJ6^75XNxi_12lI&rU*Dm(z`=!t zk4K>Dp+I?X)H?Wn6HvWAm4M?Er*Z0ckyvl5?O4VtiC=k6;@ZitxR6YvZhlG~s$v$C zx!aO)q4(5#)ggUIHTdD0n0XBrSkDRRre{Huh4)@Y^=ydRvl-yzz8jjJ@2>eTHx1kF zbg3QDZNZAGK7!JF44{?&ZceG_4ECRocJjIC3Y5R~>*m)_V6nnLb9K-pb{{jEzQE*& zofk!}Jb&DVr1Jxx`|sVxr1yS*UCw*rVpU4y*MIvlxz40Z*YXRF$s2^ana9DnjgXHa zt2)d}Iz+qcM8KFMpZSgUVOS_UN?VtH9%AUtrB?SZLdDmY!YT#cSRZQU9Ud5orCb`) zPTH5Tp;b@i*3MHfd%pYfw5l?8$}TxJIv*e~1WFo8S{4v!@6?<52^itXnZwRQcVFQY zB~EGAuTwCX^Y~}}^?x`L{=@XZ9YLtP(sSu7`xq>|VNVa_Ylnj9kDhTEZ=qkSwY~CQ z0W>!h@!8c}M=u!xp~K@0K=5J~q>v|Z@(cZkP|Y^%*e(4wUcw&+)i+-LH+m4tcw=hq zN*J&y?GtfW)f84`)daGF^kK?^jW+3s4K^-oG{&(wLg#;uZr47$BPnxeHK6Vu_7B!P zVNFQIDh`(3^QQZug-e$4OCvoju(Ca60tT*lX)Iuu#kBeVH~7R@@AP8CKZA zf=MLGawJEdX0s!RK1UNrBMlX-t%*1m$26^=tc#pG^9F4nnJ_-jExE@l=y~K@#fM~U>c33#%US>2rg2XCDuMPce|9QBd-{bu?Os~CY zJrp8`F&nQa!uwL8R+HP=xYr7r*rU#Ne*XZA*R69Li)L_g(Ao6%4QWMpVnIyLw2h5BEc9Qm?1*;4 zY&#~0fWTe?&0CkE11txyG2f`~@MS4zs(a;bDy4uc@3>ak-`fMp^YokNn-78f;NLr8 zg>LM!u8E&*`-2pvZim0mzCp8%?nPhjQphXy&Me4o#i>(YvTc6+2kCpFpu|v}cOtF?aN28&ra+r+ z^j3XyBP?Beb2q|47*++|dD%{JBFRQBpQGj^4D;&*?kPJ36pK_Eu~VWj_dNDO(6Sp$ z`s(l3wfu#BlQZL)=j$Mv+FI_;x*E0@we$@~^5Z<$v4gtuAAwj+e}sm41v(@%bT2Jt z!}Q5M9b?@G(8m^I<6_ea8*P`GGpfwctx;xj!Cnx?KP^^G@>^h6H^t^dmkgAf9LUco zo5j%twb$n^M&qQC>KzWI?cC~1%8|Vw1glF&3cZ=GqS9^7opxTcNLFZ9xU0LZ52{L2 zgN$v?&^W`K78QWw9PTVTzkG+P-QxSGMW=BlEje!UT0eBC(OfZQoyC@YNA6MEZu_v$ z9q;eTwb&d|n0n5;6Gk7MG_H~n#U77KzPx9|p_|j;5}%C?PB2Kxzk~+_hTYXa))>XH z-7;n6LgjU+pKHG+DgGX&D+EPkdHv*?Q(ye!@!JFSFY`P=ARXI{JSbn6AK<#tIR;|f zMHo`L@{lK85}MaXpDW~sptoB{%&FN0Y`dRv$zXyF){jpd%`|m|L5+Kjy{u#`Fif_| zj}L`$w(MLgF+-f%6btrImcwGM@^R6i_vp&*k$g(U7!q||4YeNc!h&gb71Lp78229; zXV`NN$2hONyshg68}dO`4L|2`g*SfL)2jg{VpD`CIZLqdO;VrZV-r{qogi1pE8)E2 zJn?T?F-$Qf%$wvrL1M3M^vB{ADk`eoR8;KlFd+U)=6K^lm_KM|Kyk6bA^%v(c%gXc zQTrFXM;u@*&21v@;&bR#+6rZq{tw0%PG27=VTCb+9IGOCd+>HEAGCI;!=6%Rv{`S0 zyx>un!wUaF?4wr+xhu|4yz^G>kLdkCjCSW!O;E(z%v{SI6%Nqz``)Tf|66Qd{LbMv z!ULqQ!D%fYZsN?-e$AoH7eKV+4zF*tz(HQ+*4#2@Aj@3%4ZV>trv1Ziy}JS@$1a6< zzE#CvX)9+8%g$r=OI@25brQ^c4Jee_=ZgcQSvPOaJOj$$bZ2OFI`rhc5fW@+fyOM| zD^^FDu_dw8?t#tRrY>&kmCc>8gVisRoO$w8r4X#9Oe zK6$G2lcu^x6!>?y{37R$3s8LF#@Etk3NWoy|8w`!JkB0lu5(i?fUHLk^I9WmkyLSD zQ1RkU$Upd-MPWl18!ba?@O2>6TV52Y$lQZj0w>O}5h{^9N>0h0`i9eDX@!r?_;Gv= z2d9Y?80c;}GAbL4>$u)X&6of`dp| z<)eMXUw&4IChaez@~m-MfVV40?hmY6aL{&TSK;8i=*O@(jxaCa-#9`miL>czO4H}w zV)~vl8es*k&@y!UWnst_96H!3@a~f}G*Dj+aEzbBv`kgXqo^+gYU*9WqlIk!%7LAsJHJtv_C7l#QJ!f`|KK0)th^9PG;>XO+^XJ zn@y}4*;hjUtaPy10YB(uljI+un!rAKS*g1EI>`L?=O6ujPb_@rXg_sM7ne@;980`zI+PT44am3RvS_$a_){aDXN^`^ z`R4k}Q@a&txOG^hcbOX+<1fWtw~~Qn@%5(lVO}h>qxaJIHh^=2k4_eRYKHb7&+Mzc zi*Ts!M^5cAX(YF&eCZwIhK8N*(y!}L5JPtz*|c)Pq1B!Hv+z4?l)fP-9xcG>0eU~5 zJPRz#TK=@@umwb_*W4}6sW7ap%+948i}@c}&eqvfK&w47+u99dTxFe>gop&}ct7iz zyw?E>KONc^AP+cxP@mswk{=g)jXcJs{ej%Pr&z+_FH~enNXcCAg{D4+b1#bAarKb1&5dwrric3Kj~H#CN)UTsRWiI)A);is?8bucB?`Z3zv(9B4NV=HX&X z=;4KJ-&$RsKEU(s2a@8s%<49t!SqBO9m#wP`h?{7kRI&CM$X%P*Vck?gNFTNRMi&t z8^2#NJs1Yb5kFtmF2w*bpjyvacrVVr36&_Q5yipVw_RNlydXu1%GUa!GIl%h)bup{ z!6EgzTL(__VJDaF&f?5mTx9vkR}{hsLo4@Ig`=q;w?O|t@&XsmALNo_9!tlC+j|&N zhVEj`KE24?yOB_4a{lo(yAfRROq?=)xy_;fvF+n7j7G|BWAY300wBM?0rp%|*s9L` z-rQpx7Op3k4Snat?wN+UCvz_CYd(gHQu}0{H7LSNgrxh&OlFwg zRd=wY`4x;7$^CobONIg6Wss*PoA0XhT($7 zr{;uy9M}@ixI-0#b-Uya#y$vxsrKyS6IZWb{D;kZzowFrbcb6i?@KdOs!+>y(YWIb zU8{eCGzG_X!@?z9UKT~eHuC64RilO+PU05!7NKyjQoia z7}b6&6MOC#E+3J;l$nx*6iIda_ci}vf#9527{?Zp9yd-{a_8VsjsKQOJ2ejOE)ot= zX2Pr^Z=JcOOJO>&!n$~mH+Gpy9V4f7!er2)pV_PSupTX4iwTKPn<1o{M`tfjx9ez; z@uNr>P8fc8f#(Odwz;JrndSqcs%ZNIVhcmg6oq0V$hf(`1<1)GYl|HOsp zP}(IaZ=5H(TG^710BL7!ZPn!)&=>YPWPElP)=YBk^^>5+k-yZrO+I-zUUe|}XZ=H4KY9e_*m>3kj<{gs(NzC#9W$t1iCg(u;)5H~I~X6%(f}oH zUSKfI1{;msL;F@PL*>f)l77H_SX|D!#WmuCLthV^;&8oz*l)OmtjZfigeqt+R2Y36{>w(dS7r(LYcd%K)qd^oHtFh~pf&mP}=Q!EJ+^WU_OT#m#gH!0;*2Y!syLuD>9 zHFU1|neMIofD`gxdzG%#K!b9FQVYvn9Dh2WnD4bcx9_p4T4u{Q<~Xj@&MJlN(emkj zW!rg@62MgBABp{iN0-yw0Vo{DT?{8bL95)%w_QEApmCahJZ?e(gA+RIlCN&qwJLAo(mgT7<7a1*2Q^Ss zU$8#@T?a##*|f-^!$A4lNwsfM0UF!(CF_z{ar(WM$(O0-al6PQWc`$mRYiqy5|rW)*vb&r#XK>YKv|_yH7&sasLTf1u>q z-|FCBg0L1+rnTCUfo%y#xkuA1u-xQfQ`YYzICVy&@N>p%d3u8=`ZH8zu*PFgTQ+A=1n4wEdUmObu zQWJ$aUL6qjKzQ7Tforc(6`+t z0=OV(kv08T9Tvtugrz6G!EVmGo3zJ2!9X`tc-PtI&^tKQGkA#&yXS8g{;*2{@*Zu5 z$x}SI@rmsrx%(0{(%0k|lqW%(7A=vS#}7p``|EDB?8G%s{^r-2eomhDAfx^8tuMID+$QiX z8=je%y(G$2yh{KFVvi{XH8Wv<elWRd20C&r%Gmra5%O5!w}&lkcalXN=}HwJR_frQr(Z? z)78KCFVAwr{C~pg@zkX-DpY7}`gR#-Mh`qZTXY_pN3OW@oM(qN-dA@|-cg6?^ARU( z{m&vLBBwdu_y&|Gu(-Lr?ZYGsgEuuMk8#C7LTcte4g8lMQg`~^Ad;VqmF>uU1f)HV zUOHrb91!`#Zj~?#Ylas*94_%=&7Pgdrh2Ba>phzTPYf-A+Rdak_i`r|SZYYVX1Ihw z!<6n_A*q1E9;7<#Zfl;?_E^h zIMnF0|IU#p{GNRO0y!lgx`lHG^S--m`$mlO%0(3z@(OPC|>1i0PDkz$>BveVeZyUmw~7V4o#43Grflhbh|W< zd=`gq{CJO@q}BVu^_SZ}q|*IOC6Ag3K3@BF22> zoTDWS^w)eeSy=?i5L0ZP+BPRUUfOYRuRK;&lXAIOo3J@gzfR!TUZ|^#m$eV0N217b zL|HW>4n2AM!Xml|dt%u+yGE_C@p{uS^(+A(AJwVUv`U8sRqr_VHBYRa4sa?M(uAR> z!ue@Zcc7BLwSH1B;oOJYvJ#xVJV;s>a4HgxY8|F0#S z*y=G=HkiZyy3wOe{rb4vK7aqnLI#fA=JLAXcpOH4S^PdI&5et+3M>oi`Ox+JYe~4D z2~w<9-ppK|#b)J@Z2FZZnDrEFm!|!V1;IuXZb?6&$a#JVt@?&bpZR{y6|LfMkUS}) zo#y}dU_5C56prIXI|NTC?gVn^o>!OSw19Ljcwhd^AhiDF>Kgx;0X-Hmo5d&DaZYPC zLpt3G$gzJzW%GrA{5?;VQBnju<_=u$tlh-fRmP~&{du@n%@(Ch<%livPORVN&l9Lf zR)5Iu-0)Y|P4Y=!GLCOeO6CTz;=DDM-e7Ve&}gg9{|GjK!kol#!_=opjMu;S@a!BG z>v4OW&%X{6=6zy+7`JuUu7200#)iP~H<^0>)k2)DzZm`b))>t5Fcz%#bI4O^+uNUQ z5`uUc!=si@f?>MqyU&RBDzxV|X579s0+g7J{J!UkI7%g<{z**+s$aECtyq77#v@DC z9h!%*>04~{X z!{sb{k5>nJfP8*nhxp^0IK_CYtbjWKGI_)QN@#w7LCv{wY0W+?FU)=-N@a%MtzOhL z3LnN<{=DZk#4T*5=%8k$IXrQ^lpSH;j@dW(?&5M9bR2Q0@|@YuQFEe*irX6)`Tkr; z`Dqz8Mh-ie-)w^Z{inz#<+3>F*JCp^9)X>a^A*(c4g{Jr!j&Q;hS+Nv&AIyKE`j;j zqv#5WGcd)yv)Yf<3d!#yUXsIi19_sYyq;cQi~qXMD#E+y2#YL^nz&16!_|y|^6s2P#AtI_JIq;;2E()8pDg zuzD?yaErK(>u=u8vAMj4nQ5lezJ(Jo%&z-iriV0A7XJu+6?MR&J_mPI25S6!$!Sy6 zPy-8F^~};gKg4k=YuEPySCCA{#p!i<2&RPFY-t!7p^vkyEvj!f&Ofg1{vfdm^`nK> z?;BZhLi%aS0kbqD?@+b9)k?zLeXQnpgI94Z)kjTVlL^L_ZAJcLW5rtOmSLh%7xYei zlWAx1qSKZQ@<2C`^S=j#~*IhS48vP5%uS!Eb#(CsFGW zShVte!C_+!Nss=#kou{J^>%%J&y{7c>wHhp)hFFJ6dy1_WD|qdDyDShv~(n$Il6aQ zkP{R1d!dbLaa+Ii?AA6nq2yzcfWTcgT=``vpXm(Pyu$ZGRbv9Dk9mp8jYR`dXh%b0 zVik^$-<#U3bOsWa&WpnpQjmAlb)kO34>w&u|5KPRg`O$x^LIK+p#Pm?YQvKUUdZtC{D@Q$;`V*m@JU-4CmJiuzh1t6F*Rs4Xvci0oAA)SSTP9X|V>2)SSp z*KG$4?FZYv;|6$ zF!E4-`tJn;9N;@4eY}kchHP*DsQ;dZE3`L_-S?h{)~Mh=K9_z$dsId-XUR#J@CcST)f&F5!8pk*`unVjy1 zgYQhq8q+SgzSnEntlJV+_S}fM@5&3LdqL%|^wMEeq%FU%haHwoWSVJ6JU~3z^=j1F z5h%ht{Fl;2aMh&!&)i)ij_>OkI^^DuW$K(^FD9PgaF}THzPwua(=%=NSb-P&w7XszLc?g1SCh{ zrj6?glr-PPK!7=#WfeUWM;!Z|F@{v#Shm0IMw9pmw1)h9 z-bDQXM|dkwNZ4)n+Bt!y&y1x=epFE4ZSoanL`n}bJn@CTLoD<^`-^bXqduZ=wHHlPh3&66@XR>K;A1W}ILnD;ER8^YdB%MfbrC)mnHQcuwSWJ#X-$`fgU-~65J*2wAb2}cEc>D#ZF1*Geom%J4SEaam;X(k5 zn-c_l%h;`8^M^olzsl;OR6dUC?dLVR+W?cYqr8FNA3$@JImsk2Y>x^6+E@oT@e^p8l=p|hiL zc}QT4^lFp!?to^eEA)d+Ww7Gl=>5`10S3Fygr$Wi;v1PyXZBkdU<1|f2d3`hFi~!| zRS@ruD-o%ai|Z>ek`vD6;4+IX9IT7q&UzqufX&A84tstFL~n2;phr%JmGUbPWl;khrQe=nL+$+cwKPAX3w4{@ z`K3f?B;}t-l~;t)=yi4C)fE^&rg3i5=G`{W&sy~ENBHw=N7T2RQlykIs3*--L;H{O z^iINlxWV6|{O`#tBt~AJc`(R^mGQ6l)Xtxgrz+9d-T!_X*9pHP4@SPmb@lxd!~4Er z!@UmUpIma_+fTZa7?lSL%1=&A()H{RXX-3#_r)%KI5)d z$p&cn#p}lQj{$}$o%_`p+;ElqX8+f#T2Skmxif;}0Fab|m>a8^VUmtR^wH}SXe8|N zS~OaMp$PKk#n=k0EJ)hr&t?Urk>3KJ1x>*JUB#zwP13OX>0H8TvJ^~C7YRHhet@yJ z3=KH256SE%B5j;Q(C|7;VTP$}yGLIxGcR|AKQB0A#?n8+oZ!j=pBERl$`SIp#Xn$w z`Ojpp={qp3FD}KcaUJGDk|=D>pMd0Kcl4Ld1d_8}rnWQN!Dy+h>Hy^?Z0?b7xn2AY zRvu>6>=sLfs)?;fJu-^0M*3``DN4k8QP!cS976;e38R@tja8^!?69rB?*h|wo5ype zRdB4*|79Ar08m=m5`w5Fa8vmg56@EtXmEX3VruyUHuAJPU+iGPwt9CO#~4Q#d33|W z>BAKM`}zKkP`onE(Ut^e{t1T>)$3yy-0#2?C`9$`h=C%y6DKb3TY}NgFMg~(H-l7u z4K~SYZJgU$(sDn#eV$)aYV+w`aPZ4_-ieh7Y&YtyKkj1&UJo9=9rDk`r5^6(JgXD( zv~IgTTI2-+d79g3#7qrlwM{&a{qcpg8REpcjucKD{QCSITMjOfGVUidi9!9f2Y;$Y z8WxkF3#|6i`Cd|9gOi?I z-)WisVX8XH=`#_r_lt0Li;pojMf0ZJ{nLtVRoARL9=9ObqQNRUJqBiCj(WKH&=crC zwuEM>N#ewSR@TaR4a{Rww^^1Yj6YL*(piEymcn&7&!-mW-e1e3J$o59cs?FhW;lvt zxl&_W>P5JsZ*Z;2E(Isro(Vkdehq#9i9ER4`vjXb?DxK(d(4e) zQ?coYc-tddT8Nk%{rK^IB;+^$G8wzr3=^mL9E2_MfD$qEJhRsh|JKO;ocAsyP~FwB zl?*xt>opujoPO1?SaJ4I`P48jSDwtAXWvhteQaF*LD2%Ig#+cA8JaOB@P-(B<{O+h zUms=CW`+*yigCTPWoXuH>m6}q+n!TzzDEx~47up-sSMtQ&0c5oMMc+O!CO+`ovkI< z_b2Vq7v)0o+ZICcOb&ML%+`HD)d%Df57B>X`=Kbak>6)Ke;fJVe}5b#ibD_Hn<{a> z!gAu7_|(03VZOk~w}fvF$3-0{_Ft}qv>{&$7I-gDwO91K>9{b~9~kjIBQ!K@0%&UpOPDEMpKg(L9w+X%gv{rT$y2GEJHfpg4XbgEMfuC_*w`GPS+G9<>z)vT zlbkeQ>kO^QiKaam!+bz9m4+Mp&s~}jXm5bpw&FKDum6K~jrPvsEAO$RXFanmtq03O z9K&yJJ;&vJ_tMp&@9*YbL}CK9v@t6gf| zBBfBNrY5)ndt_)|F3B8)4SQwQy<6P)Z~94xcH48Tbv5nuADqLa2l{2qQoJ~`JS^My zKpp10U#)h2x=x@<_3@`AmBH+3(aWtWmDo%y7By|XjuDyFZ$B^J!}3D`TD~sZeb|9s zZLVbn*SvRB6Xq*$R{XPPX^0t?>o8qatMi9?*E41H&1ty!d45a3T@%`Q*m+k@i(2DR%6Zzl=LK(Vd%;=lC~Tf6%!3+A@>@5?VniR)cJ%u7G;wfY`R zob|PD7rzEQtKW>WwFIE*`I+|eOWS_KE$;Yj^Bk;bElU>-@5UlKc3Iy5Qb4W0J|!g2 z?MgUt?g9Rlyt#wjMRYr_Kkk)SZou)hQ*UU@??aos3>YU&&%|#r#!*9qOD~#2{5fAeI*g|JVLAW-p zG?I?p%qaGqBv7%O`<49rF%;~a7(eOD216um&-~wuIB!sQlgMa|qlW^H_j*ObymNx^ zF_J0HOI`lfC-()$uDMTTE&Jm5Sl2JxGlc{iujh{#4obpc-_cx||3a~RZR&bY!Fi}k zIm8T+h@X5e9j{Anft2ZNTKdzTxcT7Xvy`L<@^oqeVnse?nB3<}b51M(>X$xp{Fpm} z{TDx8elR8mOQKAZKL%!Cer&g%QT854ct|&5z8s2!g}JVR2ST8$@=C?Jg%3{g|HtV= zA1FNZ#JWaz`q?&|?JiFrsQs~ZI-zlEla56yL9U8k;?Xz4L zaUlF@IESiAKkz9 z6U<<^<*xDcHA|dhwK)E5ZyyHN-7N95yGEdiv^q8~Z7EMzX#u!Th-L|j&Hq?E* z$OF?2a?-Weg&?*gp*-NjCd?eZWJoCYg24l)4szS7;7UAB)>F5^gkF|a!($huTx^y8 zyz&BxD+OtzyIf&rIL)-+atF3&->}Sz5`lK%1&^YJWsDnLXVTqgjDr`~+-y&pLsMPk zq7+gvMIpmCMXDL*iuG@MDBr}Qa@ORCIDTBe##>&;Yz+lA_oMgHINH^3Z1V7O<~WI^}lSPtGM+1t@$M#D;%J-KhkTa$BnqoIoV(~n24(udt8}_ zy~&qqZKS{8W`Y{GUXmEBbA2in*(U%^ZyucWWBUR1w>0kbDKAf)Zn zc%hUHv$d8Y<+Hi4)_Er8K*A#=IV&yD|Jm+G;;S|_mma~SS=wJ)4SDQ)ucvAF>lCiN zUWs`uNGDJAaL}!-upSEk6gT$qiQx1VESS=ffqvht!o$~cfx;2TC}gIJ-9I-E``n9` zr|E5D&j?DwB6wn-kPwM2pMSUVF#JX0;IvPfnIMoD5`$g;Ji`Xhy%QdjpMj`!nmQRB8SHIWeV4lU!okx_RC~>2h z%8(3rt>q~HpJ~YZQ|ys`hX(!6pJ}+(kcDKKV>$iG*-64oTOZ6#U zzeNY@D`)vnHo0KS+eabgTsc4?{pQz~iNKjbodku0ClcPPmjqp4U4#`nveQG&@e(ATV(5Laf3g*+;uJmhfv zaA>~_OH}}7&P`g&~<(;#(8(1v)xqSWcwfK=SMEhi-Tn zCM5P!|1;U{E1wqHBva~mlJ|B1?Gb;kh*y8I`CuL(4F|NW78{Rh`Rea}=@{R7$Z z`^>}mj%@FbvDORtB2UFz@s{Zw85+CnO}-z|5R$}@f8Lx%xR14 zl7MCYYmasra^h&$4r!ZxB2a(Yq%QkE9T=D)xyBOQkYaj&reoJ$Sk%4#aHPN#2M!#k zb+j#m>Zk8#Wy7qo?j1`-oh?0V<$W+VSosLcK7%$9bq{e?>d*eNKbFvSn!fTYOE65o zryLABCyae-cKdcy5opIVxtmf<2Z!jEowxw>j4K{X~ zevTXNgJqRBvMDzwk&<+6U^<0>%LbP7GEzO*kf-ZZS*ZYn^wX^muPQ)!;p2*~!o64= zo7FX&`V?0p-aX-e{h2@|+VH7bp#wC?jLb8a(jYT;&WHc0C^UxHIydvzU{j#>=^su7 zFstGkY0&Zvrj>W@Im&kv26xciOAGJ8`t-iUf%~&iP|p$gNo^E{cj+}zMALC{%6j@b zt1ZrTj5x%K?Uko#-KS*K061_pnMuK`7TOPb4t?4ojzb!AvYa=sV)o;Zrtnx^9GIrR zCHZ)PK>a?qy=-*}`=4Y~RJ8@*RCW6K9NB4@aeaAOeq0^XE_!6h*!E&W$-UJ6pZ8&I z?$({|f;wyy8RwH}k;2*GRN26)PuTZj)^M|CJI6%tjeIUOgPfK<+9gMIVTRzy-Ot|x zGwDi97hbHwB4bP8dz;fpcCiRuCsJ_h2Km(<=XB_Aep7E>W{d5EulD*EZsKNxRK4ni z1+->A_;>t>JC0qC{@L0rfJ3K_tg6LR!_@a>%UkhxVeHxD)wcitPmWgy=Z@F|I854m zeSOOpNYjbackIRGY0tT3aK3RtQqN-I7>y1tpBD1Dbb18|@rNDj4&24X+1z^(0an<& zdAw}u+yb_^r)L^iQOVQZJPmXst5EL!g_azY4pq+-j$Mn10wPz)P~`YYSf8|144s+8 z7U?SKuEYK?eB%18GKLPA(W^^7NV5P-8`^xL1*c)u@liy%2^)l2_tF1$DB0!`_OXA` z6)<60?9rIDHKFIqVY&6S%a4QG`BIRRvD;{S zK1mYyjQiJsvODxE_n%b)mF*U*jmaY%PMPkaQYXNi)z<}L?`a(TFSbtn_!nF`9Dcrj zPZwstvB_p{ct@bMyJLH!>>iAsK7Qifs6CLcHC(%Vv<8Naqn(V44RCO25wmB4iH9r?PjP$V0?G96{!mXy)j4{C>!K74_UKwplxx7Wo@d~q(jzF- zVKEG-+6VL3B%aS4)qs^0+us`dPr~@vtI3&{iqLkz+qh!mHI9g=^0QwThxM0oCBfZZ zFk4c+=k%9vxJomSum4gMh_C2hJmTjeP@6EZU;1VbJ?F!A+@5(4qeDlIEt_fLvh|sF zxAdG~#OA~!uY%(+5xAG1o0tXNJP}`am;Qhin>U@8gwkM0$j0^GRV$!SGb^sibuhm0XkG|4{se+ zgH@3SCwUhySMksxkmh2 z9&}&q+jzPd0i*LllD{t8ghhiK@tNaE>|ZtuU(34;gCcUSu^YbfRGf)* z0uQg@K=23q@89OJV^}*i(k24OD5Y0elq6t;IfQ?Hz8ovRdu5=jAdILTRJ!AL5-2)7 zeR~BzL%sH2%T!%f?CRcipES#bz5F3J+Aglb(tKT%P^SS<=uY;wzHx^d8rttR!k#!d z?{0W4kO<8_JsCfvcEZX?@Fsr&4-$%Q{+D{77ys*Bx%ejeEQ~a_U+;K2i6h_DWUh+b zK|*D}8?FC4Y`#bznQtI~EiD_z6%Q7}=so2@UGe=m@zrT;{8tpr>kHUBn-GC~&h#;1 zzz4!*UznZzD2#PZ@AMe1@?kTxflUvO6bvxsi--M_Cs4DJhf0gS!&J9dy{Fp==u3TD zCE=BcvwL^gePuj^mX?LDWEJAP+|R+YqVhOaW9Mt$%Yh^D zZm;*nC_w4q)~(3{qB!s{f^_erEljx1E4a;n#ldxs+uwJ#;q(eG^W1Z_ZQrT4-+9&r zSMEPSQp6|NFkmt*Z#<(nuG|l+HKj zV9n+nl(_yfPW0U-x7UWOH&`mMZR;`DuAe3_8mQ#{{GA5)qGaIuGKEiYj7vs8 z(TTTaovx-FqV6iWIjQ~tGU?=})L34~Qb>O8JNOrusJ2YB75~DN3vJ53hC7Vmg;u>XpJ30qIKSmx5Yg;;8Ohj4f`<&AU&)e zr949SyrNRamA^2iTj?eFZWBjNYxI>GHo(=NXB8Sa$Dw{ixvkyR2KugQ&DGm60Ht4K z{=fPf=-{!B9a8;)^QB>r>Xz4mBAKst^FLk!owTBRhJ_QfhTXTOQ&j-8?MRmz`Ud3F z`U$7sgk#~PSK`>~1YGIi4sw4|2cx-HtSc4o;)ujI+q?X|*gZS(J?`fuOfvDaUN$_3 zO}(A+fhTORKcVWlvl9mp>$}c`4d2AlTW)t)8su=`sA$5@3<_2&{r$?n$_+j8C(K2a z1%NnWXn3S16e)dbj1nLI!=aK~=E!^3an+`Adgt3X`10t=9=3K*APQPWe5Cp%&+Ikz zKJD#3oGWx$+5bEmiiMO9Cu}Uk42wQ}NRJ7Dj(hLdt~&={>{zl4m82^W<@SF#<`E7n z%c?dOO6su0)f82WHZU^Zl2N4Wi)s739M7q8;?&W?{@Qo)IN5S6ygR}jr|F$EE`@Kw zRBBX?>HU2`w!EyU8}|R-A-PY)oppekhBK6R2mK)b^~KlC+=!(yDJx1%S8?6FwqC$n z9=aDw**W_5$y2$@zvVjn2^LoMEr=y_P?WoCaoM>L>l>^~Umxwq^|ywBRShRGwD|PM zmDE)jJ$$71O0_tUoje}${+ok2i|IXYZMa}V)k0tQ?k;@7nU%|@Lj^GbL;qUsu;s(6uUOBgkZ7n<=sQB<}jWw)cBjS{k+$vuF?}a zFd56Y%kUjLuJA;@<}6N!e?oU8RyrzSNMG_Xi;N|V2s>>kH%;QG_Z@2oZ5GHIFVxNA zy@&0B{syY8^H`puWBFp{A*__jr+txa!iBU^$K(hPocKa%)@m4qK^g^`?l;W1SZfkw z{G$d+nD!fwx;6trdPeO^a0Rx?Xzrvb=Go@x+|8p3c{q?}y!-Lv9vn82yc;yJ6Ox1? zR1G6&aON^GHF+ZdMl1vQW%HikWc}WPT}j?ZAxkQ*v3TKk5vwV^jTV^udr38lO#lZ~ zJp9L->2UJp@t!I#J}lsOSgu<;j7>>4bmw@U;*fG@DDSUZ_`PA@RX;619G`8uVxd=y z6I}75Ml+A0R7se9!t(;GT%XM_iQbJB4Q7P0*A+PYR%~p*VH(B`Mp-<5;|i2Y=@;3w z?y%ZlE&1ZB9Zs9e;r!q;E?7s(4hw`qmt$8|{~I+}J}+L- z)V>$9zMI6@QJuo3rNSqk?(box`Q2!LLq0Uj?p+(9yM&Y_&p&bB#4tarmS)G%C0yXz zxt?6B0_kTDH$ILI#HRkgeYc*q;_TnNS0A6z;{3ZW=ickS##zOS-98%bSRR(eTXMh@ z$S1X9jzJ=>wEJ0@33EfG&41b{+%KS|WUBosrHeqdY~YY%WQT)#|N2dN?gGVTRH~t1 z6^AUtEJ~gc&{pu{x8>&!IQR8~k$AlpF3i~cu;4!cLyKoC^FP)=!#i15njvEtJ#zZ8 zabqABiKS0<+8n~}>xaDOUr}QV+i|1RkxH0-8y%%N0(*jl`_AAV0jpU}s1fo@JnB#+rxo}|W_^#n70cX6C>F;`9$;Mn#v z1=*je&+*5lqtvnnA<%u4A>`)mZ9UG#?o#C7-S(+HNi*1o9R@p{YK^wJC1t=guc;6h z7|y1LgdD-V$@5;y_nt!Mv#pf zlBhZEObvy?N?CG4%5z3+mrbh4ruzp!q=M)#GH1g0nF!+sZv!A@+!Z-ldK$+hJ1v&{ zeqoE;sC4HO1?Z(sNcTOkvb zCZ$Jl=(B&=&kiN1A7mML5_u7elrH^{iF*U%9Bq=1-aF#d%emVuKF;vIz&k6VegnI5 zJ{GI~{>%tFDAts6AOUy;IjpW=1<7Lb0pEbzZK#QCQgEq>k|(4Qx3 zQh#NeYr}jzj{Q)?`KufB%H%O13pl&8lvv}yjDU08Arn|pxK8t+pa|xM)7Wo~7sABF zFwdO+<5=CmRMK-n6Q`G&39t0_Z|9Twfz_T;?8{)xvz3X5k;W&(G_S>QuI|_ax1GOX zaLU2a$H*P$#ObgsC>1Cb?vuUuY;e3_XInV)0T|hFD#6x96$Tyc_nzrdhKZ@q0{m>7 zP}gi&!4Vq*-#jui+^6rukf`01BIyIx-!Qeul{Wlyx>SquVh2)Og$BKO_@F_nX=d+r z4J6g8u2a1_k8SrQl$v*4fd0yVKD&>nK>d>|r+1z&;vT_1pD0F|xZ+{JtE9aB%-Aj@5o3qPY z$9{cbj#e!yq=@IesIBY3rDOUt?a`fBS8zS1(jW;b##7zQ1uRG!s{FxpFdlLZ?;`mq z0~C2l%cc6raMg+Q-t7B%d!pkQIf=&4DXa zXM>=xr<2iVrxoP8NSKOR#RFw)=X}UFG8Sd?Su76R$6-#NoWs+GNI7|&s4=$*qgy@RK4OP~sBpT32`(b7{tqmDqcrzZX1gSW8hjLgg)UlW+(Dh}uMP)4Mm zoES^~1j#BmTI zZWaiv&ce{n#*7z1DX_YK$$K|fIwZEfHp=SW0~Chj&w8PEVB^D$15$<^Sby{{-BS7~ zobdDdk6HaBw$pK#cj-`opv%1g65LpE>p-N4+%cFbTICH=lY`9@bDbJgzkuRbSV@c# z#U{~_8>`D5P*Ba4{Cmg|hPZ`yztc~}!pB$Ep4}^j>Ycgk3N*>`j88LX-<#Fqa?$fo z_vG|pSSVuZ`{NY|C=R7MJc9Qq8am*w{~Y3zjgL;InLZU=_*_{FfXzm})U z{qZZvgb^v(vX>b*9kJgpefqd`01U+&CJR6M1ao|SmEAcy1iJkB!0b^Spy+KXnU^<1 zXP)N8MY}a@96mssc#jtQa}?!;6I-DAb=GbMb3d$S;$D$DuZK%q{i=Oy?_t=dFJ5f? zATFN%z_!6|g-L6%1`DV2uy-Rv>5n}xYS2Dl)ddw=uUFDxE? z-_S=aKMyLRLTRF_!AG*Pa z58oeu^C&%z-Yc7lqPvzmO~#5K$;Ohl@r>U%qb3z*vd@nyM=c zfwIlMJ9PYE;QS4HE5CiP-1%twYPKy*2R|1|+O-!NLOp`?WW{h~%9zQ1H!IBj>0GqT z62SpBw!<4yNl13S!kor41mi6Fjggd6XyuW%9#iPS-tvCuCd(i!Y@{ton7jeKMu}Xe z1s9NLd26(}h?%gntlRV42t9VNJ35~UF@cU-UJu=_`r`U%uaNKG-IzY@u4EB=6)A47 zEPqAnz*2~8i#*W=+o)O&_IhmdrR}N6?^n}cJ=*vIgK-U1HtoF}w}%;57u>4N1)6YP zTgwZIw6Q&Z?W|DCG;BE1+xfjJz?qeM6Va1)Fvt5nqfD>@7C7!pGWz90%ScD7KwddC z$Ghz4E?$7v>B8zn*K8OyIREZTfGhUgr^uHdUBeMi`8da=PVB$-_?g-LLFhc7_G!Pe zFU&Jv6DLu9z<^O|t@%|(XnGvn#nB#sOUfg6y;N18|HV1Fl2kRAH7wolTv!HUk}O}2 zX6wS>0x|FHk~B`}H4QaU#&Ip+_^sFchhf=WJ7w}E1<3j!?pVJ4de3J&i#nNbYNrC# z@65|EPM#u(A0Ptd(CF@V_hrc4=yx`r>D|ut0H<@Q!q~5>n3Itki9I{ic8y-T4qXlA zDgh!=u<-EGjmv9k*c?=Be<#WpM-CijekYl{od@UF47dAALvJXR-(EK$&uq>bt}j56 zZ~RA{vw-T@c5)-s?Z(p4UR1*_Hcu>&2k{;1$Jj ziBRaCl)HHN%o$jXnf-5$(->Fm+FusTdgAgvp2H{Rdtt==zK`3#aV$`=)GN1`!Eb#( zL$q&^kun*at3M@zJ-+RG|9jAY#1`JtlR1Jo$aloC_02_GV0vQ~aW5FVF8?fuoJ@hW zmw#A=9GI}H^3D8RnJS!VwW3ffXktNIy|16p=Jq@ZOPcGo*fB-nZuumKqzvO*PJLft zPKZ`iae5Sc8_q9G8~YQe?d7Ijjs(N-?8={p%4}%8?pNFU>lTd0FG@IFRKj_g)?dND z$6@50=wvQm7S86KosneFhgY`$7`zKSuz4uG@1v{=jJ$i%u}J;^?Rq;V-sSV-48`^F zZrKvd{Fi3z9s3a%=l;eQIh4aoHj!Jd68m8xQKGcInH9<5?yg_EYoL$toW)hg3Ks02 zp6<<#fcgca(wQ?C%uA65~jCa^+6~Lv_A$qv%EGI#$@9&z+8i zUs7Uf&d%UqI}6vtVkKxbExblCybb-_TyH$KIe(4y+@9ntQJ`GS?{jGXjeVu^Ezexj zpkH|X;Gv-k=-+?ncFMdpx|!W!OJtXW-%>6UKDQdMX~ckTrmqhwc*DXj`|`j-h?Bno zcQ}$hq_P}~{tojoFEdri95@zQ#d$i67e1@KyU}MH3)68mgtw zje^51EWa|kuQrbXs-_d3Fc$2>p(e7NoT(&a-TYB89H0ipL$9 zs9MgCrY*ubjR@%EPRXP|KE?5;>$hvnn0!MNxqY~hUKsR%7)x`0wPVk2A@?Iwzbh- z_dX+yQ+>OP!xp%Z)Lc4aIA98OB6}W6hvp(FMkpzs(G18{QdMkD3OL-_mgm8G2R5JX zjT-z^zO4tRu(kKnur)gtTw3dkE3vsvl>NJKa9Vf2Dv1Do^QmWF_yt05w6vD)uUwqi zy6CdUDhx@okBg%59E^S=h{-=tgOHlMINqL?d+?;Z#BipVtL zz*8^F+QncX&c^?VZ_>r2Uv?q;4Blh?%FB=vZc!vxwcot=cANW}lXA666<(I`!gy)HXM9P`7B_b;PD;W`4PS);L|OV0TFQ7*6z5f1_eog*I%6 zD|#9asHk2R2YUXl*l;e>6<|2~hrxPvntnL5Q)CxPNv zACP8x47|TYT`0@w#14@ z=$A4Yv8yowqTuck^A#H$3S|EnBOD85M%I;VreaX}UyIx^=?I+d9wXK%)?(L7&gRP# z+VCe$(CS|BXIQrgnHjcKK~i9RSCJVHu7;%9Xq;4pCB5*ov$1rzbyeP|xoj9lG&f_Y zoX2oOGJqIyi-J{M#;^Z!eS>;gzncc7+E`=TR$DT7m9WF{&J9&Ojif{WhC3Q|!R(Q1 zNgq>Xu|?%NVqvFkVD44RlB^kGNat9~*@7ILxxenx@UH^Ln4Z0U z5{cNxv^3Ax^cg2(&COr6JcO0%gns>1Er=6Lsk~lO4PB}OJ|CDzVOi;CuXQ^UuFd}0 zB+^P#b(?eQgqtCJL;)B!lyyvkih(&gME)17+yv_=% zCcs$w+pp%HIq;=bgXd8`Ez}2f$oXrZ#p%lpyFS*+!=gyV+r3`#FwM+)N!-8)mmG;o z>|P1bUqH@@lD`iPJNG*%zWam|4XSeo2+y%d|7R#&yB08%|_wGEH*HfZ48CKfZ;m_sb2K%!09Q42F-~W==XFBNyy!e3v>V8@A!Ti zCT`P3ehe$ezFaa_>yvnBtLM02^sWN>R7b`uN#!`CDf#JNp8yW_r|bPReFgnben?!i zo`!Lm@lpvN9~jx>%*^8vgN`^s)p4gYIP?0EoBthuAkl0ZGGL7gK{l^A8Qc;`QuI)9b^YOE`a7BoAB&hNqeICn#5?*>>{ z{AnV&u@}k1b~S8L&PZ1I_{f3H71x#3zdc!G!IT&6sQZfpX2=TO-W}VyH0#WnWHAAY zcdhf}rLMqW+Olxuv17P2=pL6k$pm9pCcda;L?NldP?~O_4r*HqE$1R*pt?%c{lcI- zEXo;h*X!5=`T7mpTZ9f=<-7T2EWHAWUbQ~w&T>JCSPFgOO+grW_Gd56H7c0QneDN+ zOhv-cx5w_h?tt=N-G0ZKgu#xPAh4?N2FH6Bx#GWF0n(zs(yGcaT%@&)72TZ#6XMrq z3Nsgg+#A2}*#97qWu%S-vL+&VEvGzEZ4J)4cN6X6eK^k17`^x^92;XA zUP=_Y;6}zdzjR|GSS~P1%M6Z%21UEL`rJ#{YG<|V%eD#QKCdJfiH;ci{-KJ*ttBMw zNwlSZb_3_X`eu9R^25>=h4({vJvI)l^A&VOWB-xlqdhBLFhmmE_go)vNwp!&^tu~? z`uNXtpI-Ju-)s3Tvmg6lag~0=mqs0yKc0#fOs~*3TH4g7hq5D@7q`IBUG-h<)~#Q!sacb z!jsw*oX7oPwTHuDz^eD$BCk9Q2&c9G(X7V#ar(V`rH^1&Wb8BAj)TyzY<67FQ&66o zAW&ZBFHK-tqj?hLW&#vq=!s^&htTbK@sf>24i4GWUSy>E2yGrIRtYEMVYHiY_5@uC zb`Q`s+_ap+I1TFCWg8E$tV2}T#&QEkd%_v5#BOh&{|9CD3o$sF@?8JezBwG%Xg+oI zavruu$X>jB{t%2lTOstuJHtrz{gKL*AsDFmowud)8)|M*O*;{<uJ!iv|Hjf+}66!cyBDbQRVW;%f5v*nV*TJR5>vFv0~kVg&SAXof%&$QXz#s|yrIDXo!L+gVBp+0jV@^k?zL?g-oG#~dF{TBKQTdo%;rM<3#>Ee&`o_vnzs~J<& z7B7Ug4_qVH(nFxhe64QisM$8Bw)uX^{sUcue!g*5iO`X}s7M{13yUPtKzN~oqa8eN zi79o^{9{jgiiRjmG&~9I@^VHW!|6NJ8%@}s@?*p8>sMH(|6t)Ml#28Hd~Bmnu=gsvM z)=FE)>YcJ+WT7P3=t(K8)(_Eb)k|Y`&BG|}n>sKwu3$Z+){j#)X;GP1?#j~{d0&d) zD24h~bzv>5W~BIRhA8r;!YpHq`j>BCU`Xlx`6A78FbOXr6w>mbCwK4fvE++DlzPwZ z+bjf4Hf-*vT)#o{Dcm@v)W!C<#B~Z zeL9NeKFso2UMo%~L4?dt$~lKt%v~t@W$!_S6GMBQ>|`u~sH0&NRXd1X38a1Be(GT7 zvg*C{Pa{|-=yd*0@kMB72NoyW4xFEjb0D-lgF#0n!Moow!8ADbbUiB#q&n#}J+Z5R zrmQRL>$aH?9>H)qo;4X)KlCNHdLF=uoj2<;)21Ni!M)ZR)(<##HnLLvSvrtpxumlX z#$&uC#no9&0oHBbD8IO53EisMqeU#z(EYf0Qc~b3j{K6elx!=9+~XXH>-rPTh;J83`|>XvW^Uc*D>z~WeH1P80Z%R@Z|$cG3si>E%*M@-`+6{S=053M>kIh! z)dwgwSJg+ow)m0Ll2Hj8aD9qNpI&V%VV=od*vBRErs0wlY)(7BD#9A z2-61HmW(G2U`R!)TUuf-te*7n7YdMorQKr(Xw&_n^35uZ4dDOU%50mepi*UlqpiB5ofa=Z5rZOsh( zq#$vB-wrm5C|HPK@%FI;oWUL!wN2dDyKm9O(Gs6b(+eYkX1 z>5cP5FcuI~d7W}EgJ;rSd?nuj3$by#+*Lwwd<|P>t{z7GFw0rxyaoeV%lAk3Z0C3n z=bPuH2GDNr$s3j!g#Bzbw8>*RIO+1(d2Q$w4*ud*4rr-{+&`t}FaKS`)gE?PUabn8 zo##*8aZdw#+YbMmy!;wk1}<}YG*hs7U5NO>e+qu+r2qFK&>e@=c8?7ZKjSAME2j6C zPhg9r0kQhhG^BWcDdAzc1~_kdmF;}Qb z?mLb1blq|^xnHo+!jrIhr4}mz*~+jpV~E_Pfz-x~nk9RcxmBFcaFFt=x3y z_Q0%Is$*<&7fjxAeLqVfA>}qh(-)x@=%7yc9d(8WmwOK-vYqLNPResT!Pcnlem!(a zu<{Z1nwxO9y4=KG3D$~dGm1ds%s1bE>I%+)CE1+g!+S{PXcWPhip7 zZzFN585dRPjBXC@ffi1QAQ#OzDRkb&C1RwO;CW#rbVX1PI#|Q}^P#r~-+adj zZ9c}6j21A;C4Wru#y_Nd;iP@>*8%flbO}#O9{};r)xd9Ix==vQOM3l%1VYM=)ztod z1XCD4Xj~tK{jSEPNewknZl+Jq_4EUj2ln(ztLY=jZ-3$b9x)v3xir3Os0wrDGp4Q& zm%~b9G23p-B3P+8thUuJh&>vD((k6ta7Al(s7+cfB;PQ*=087$4L9zXPM!Y?#DMeB zSs(Rq)#xzidC3PbqBE;{=0XmT7bE_=Ti%C6eyMg#xwBCGa=`3Fz$lFSeL3#Hkp!#K z1`GQxkYF{->_Py8E6$wOc_X%U4M$(rG_m#E#N34eCpo!eca>^Gst(KzGTC;FnwlnZcayE4S z{g|uOV1a|ZG1$; z>F(YAdZG&QEM@iKsV=T5wC>vN^>agWB#1)G2AuETv5HjETWQW=|KUcZD!r|HQ1B;U;!=Fdm9)XTcfGi%#A{T~K!M z^WvX_5zyQYs=LPjU}x#tp1~Ozm`*xyneKu+I0>@r+S0cXs4tzr$1b=J)>O>JjZe~I z-KCGArEKoFd~|}&Xf+aB``Yc_nB*Zz=@%(dF&`$UB{lpK(s8EmTDZgfLs&Sod8C)_ z66Vgn+S&K-8{iWL9nJ1&Xr|{YP4ADw=E&VHU2V%ilp!q`kz=rfxn(Apmjn71B)J#v zZR_fS5Pwp40xtUsRT6)Z%W8Hlr#BcaUO+*GQz(DGWWgJ1Kc^9j7c@9S%rQ za4h4|_GfP=iwn3U&zsRr9|PR;Md7U<@W?Ss*$!` zrZ(8>@~Y~oA_uJA;BL^%b;G<>gCl=dD+#nL`@GFB8(|;oKf|~-Atc@O_dct*3~~Pg z0`J+V$umvKC>T|n;LMuBW3Q+vBn2;4?9EHXxCcE?`_w9+ulxN`No^L)PssTrd2tN8 zPQ2tz?ajfZYo~;o83g31pJeK`*|6d4Vf%`BIQKLPYZ85H6-%xor7-@*iM|RTy$DvCh6M~cd$@%`GZN~4aNJ!|^2NS)fBANH z9)-+9{&$X_x`17lC3`g=roz(xT&}kgaa6b0ow@xIsb$TW>^c&(r z^fx=rgR9&AcfY>j<2fw2d$QtnXC%&={rT$t-5Ix7Rl@YnyTDTIt5H@ZH|*F@pG@(v zhW64R>#Y_+{NT*sV0*z927H4Z{39A*y5|G$Je@ZTacktJs)l13wU~9O{u`J|tFmRk zp9m|Xo?o?nld#a1)#AKICCu%8x6kEUBo@7*gTKjtXkqr9_Oeh=4Gi_K$A*7DCQn@%&|<1e!HMdTw$Dr#af&+a^?{cexR`6t z*OW1gt?cK1dYjB(m*oDJx0N5lfQ>W%?GyeurYt#fek>Tq-!6LpdKX5Z=Kau}EcqOh zX4>wE>(1k(PXO0P{RcQ|`yG>RJdSbo&jNBtRTfCBVF9g-`^kxZn0vYuA-gjL zDWPk3TlhqW*d2&ttVybtW5GC8Ebqy$ei-MfepI_1 zP=d7&QmR+lcjGW$qe2wv5md7oI_W)e$F;j5DTTJhIB%2MA!GOev+J%+W?5Tds-B0K z;mR6R|HrXUytf-l*)z>wH2s6Bz}nfuf!i=2^JXC{a@(i6l9PxYDFkZ1)4IGd()cyX zJ3;-8GmLcQ183hFw7D}k>U3#iZ){;u?jbS`aUPUxsfxs=EXBB;V!yGoWrJtVtP=?} za`FwGqPX#4=34AGV`yztP_NrVgnpH`%SJN`I6d(^CGgo9n0ite=NWE=D=B|%pWLCw za<0a7mD?FWkr2ITYc`4Fnv&suN4#M4IyEavaRex!bWI?75*sf^r7#~~g~cNaYqNz{ zp+7)3$Goo!hTq(pyc@0!Dc8nKZ4yf$FK};^4{Zh({wd-%5g&)if`kN>efN<(9lXpy zzdi3OZ%M;`iqI00cRRYf7)cji5^{{+L2l3`YIR~KPPZO?^jGCHjz9RACHL(IOvQE_ zxa{NuD;}G=(hRfEcAazNxNIU2+ekc*$+_6pbEBz$JQEiA8wFS6^>FlHS&YsNWyo;o zoJ%udfsMw~)3M7!Fmo|-I&qVAy9YRVls^L?W~P;ff7t^A`$7kO;;UfEwfCTbMj%WT zG5AwU9>5|S%6+6X6|85QnY;4pBQC0`TA!D? z0Hc1qGa2%txD+5+uy?x$6iTH~YAg0YgVlJsqUbjmh+Q+)D~o|;R~Ajh+s}~l&}lYo z#16(!(}t<{DL`3K)!C8^bs(Sl*rH|Thm!)|{>fd~4HKdEhxT)O!pxC!PyJ7T%ga|# z)=ZK>`(Q(NRr3L$n)-=ji)=8ud9_aGU_SKH*vhP4IR$I%9S=<28N(dAj6>6j92`1e z?@*Xj1Vd*D6GA_KZ|{kUi2NxXn2HKg@{J?{`L!~e^Hp)2Zs+RTIBf{CRGgE74xCt* zRbyb9Uycno!@8(GjNx2OXRO~9Q`kHxT6tB(2A9La>^8MVFp*v0w#4%hKuW!rC1VnN zKIp1tY+Q~l1x+%3*Pd+aCXT=2FcZv&DpoXWnL+c%NIRPwIk<4NO3&NP6k9p()iY;C zW1Us;tbDj3Ql0>lOq>yJMBT`}nv{eYN?jK02eSZ8K(fE(Sxz+2i)9VtdNsqP(v)Oe z%1j@)pT&XGT<$k^m>xsIv*BoOeIJ}8zI}hXb_>Vv5Be?J0%rcL=Xt0?zJxYgwYa-qrCy)xbz&z0yOF{WgJnQoW8A-ho1%*wez6KvFDGv z%pWNINn4clz7|*Q`Mv~cTn9@3jH{^k24>0s2~mh1x5Vi^MPqB%f>V>;H8bi7%E}-&xV)i0+S@{>g=yn`mcyL0JjM z*BjON{`-Vg``77n)Crh(|L6IN++Elq8};ne2Q#erAbz=7{18m1nsIiN^TH(EjWIc{ zY)s8QF1qyX7>?7Zy7P+LLPO&3S{@U5s2#DcjEwWdhD)hCz8P4-Ty~{P(Ssw|9yVkIkjIUJ zVBylgrw#-aT&m+ICD)$D8sT+W#lyF;WWE52VQw%%NdEmfodM=p&akW0&co1r;mg#0 z)JS?TwRpxU9HuIFcu!he;B-Y^;iS4hbmY!xioCrGjf*W!Hmu7?64K}AN!WhBzxCwb za16<3+1X|e?ttQ_-I>jzWk|7P&+8$H!e-Lo1Kjl@YJ5~#On(YyT!qXT z+%$0g=tElm&sn(i@GDEn3K2(w#ojo~tK-<@jv80CcpUIdud^Syi5=HIqgdT`t{JCX zZ~Dmzy?q}fDn|Bh1Yp$gZn+;xI+MNNmar2O{ZT9ZUO!%LR98vUFa; z=A506ZI3i=4ST%)WoAoYBsY0k$eaRl6zzWz+PN@pEMp$__#BYzXH{N!J-~h%CO(b( zr*M4{`QOsT;M`Y#m&@~9u+d%+$>K1IOHXS1W{yY#afz@ord|%jt*|`;9QSd#!IwJb z<_nzDy07*A`Z)Z|B%V!3riCsx9S+~S7FaG~{q;&w53Uhz%-4u4!G_ZxYoX3E%pcP1 zUek8O$+jQTLxxDe#6Ue1s81CqEKoWn#Tj%vkSQXOGVr{8` z4b9Yh(hb7UX1@P^f!a%)LN)ulv&Ar&0WJrMjss<%>*sWK8C+#nyAg8a7Hrn;VpP}W zK+@xi(;<%nffTv^8oKCv#=yk5tSm1Pf_DU z#s1&Qb*4z(B7BQkW5-3w$wUVZA};K(Rz9Jt1C$f>t|tToq2mU>%EdJ$n9S{oDW*LL zRR;cA9E00^SvO=pmC+SO^b;9x(FPPeC+Hx z8M>D4Dtc?5!g|ZR?19N*7_}ahWswnsiLzKDwl9&`EDRH?J3=u0Q<{G$r^QAj9Dq1C7ZR_qj;06gG`~jV;Pl~vQ@C^ss}Bl{bfPsD&x`0rvkhSPk1=Q2 z34qbEMqyp+LRbn7{6xGp19R7Y|H^RNk0~#`kHxfZ@9{l`o|04Nag@fqvn{j$8lLKU z8-}jpN(6=F&tWSl?u;*gE*%2VhPKR`8kb<9r$jl#xV8WQ)Xg?7jCs$KIS{@1NiQ z=RB|H-1qf-KJWJ*=YEP*^llR9+2WPO&+8Ky`52t}I6_-+bk_GjT9QX#&*vB{ir?jm-kJQevj)dl$+&d%3< zFW}^2?B0Mw(>N}kn{`s@3QnC=p1JhE9_QD_7`q;(;PB?B+=n%xFzu_eW5aO*8+Ik! zmb>>8y1df7_~^gFCe!}iz5{Hqu`GuUHuOMw_B7E(inv2GmrM*kyXBn#T)L&H5DTf+3NlH1!xo*?OjQ}>r2Ejao#wa_#^ z2dQ>rJ56nCp+~%SzZ+!&%a3eNiV59IpwUo?r{;RX`qh15GYM@-)#$ZWol3xg!4YoF zh6(6XYx5~-zYEkiSO2Jmy@084#fXA92b@ocN&Rz}4aS@$I%5_qaL$rwkbmhc&T?NC zNe#G&VQQtj4aSOK%I5p`xw(<_UF}26X^G;8TmxJ1f;Zq`v)n+EzfkGJQtbv_ls!eHb9zLs%h1800j^dh9Sm=k1rh`;g~a>`DKBx_%UI;pLmRo zK=+$N+BQ@cNaC&m(+if+dO%!2o~H)8-n4zTO-X{flohJrrI*mH_4p}aa2Y4)xc13@ zNWxr&XY4NLxQPs=Ao-ql2do|t`kUjo3bj`b%$-?QfYqy^dJb!11O^%TzpT1e*c@*{ zWF~wj(C>Brl4$q=Y}uUkul9A}z`Vj!i(d*bBHA1yAua%oIoy5izGJZVDZLsqR$*Ku zMOP`K2(v_jIj`kK66hpH^TufZ;LzRp)C|~2@cLonB1nB$NJ}G z0^YI?IQoWDEreDNW?3S0@)p^FQkr=ojKZzCeoJ@&k)<2Ao(AA;yso!F1G_Uan%P{qlo|aTOrjQ8U91 z6k(s5osp~HbEKTR+9leT1@&kDZ9Dt56NW}lJ=T*u3yWEuO4+rgK&}>f^WTgJR7a=Y z^*k|+Llrt@e4WNn;{8B&_(Tj)mp@YV>0EH8f0;II%o|4)UwDQA3-&r#m)xP8#<4#8 zSAGK)FcHeOJ${)H>uOGXlRsaHe~wpu8$K2S%?E!z$~39PMyn5>EpwT$&F-lAQ?--W zry41ftxP4*C@fMWHWsmew?T`*$uBToT{TkR{Ss!L*v9PTxP{a9X~}6{>aqW0eH7mO z04>j z)|S63JlpsE-velRbuaF*UpBNURex&!mIKrt;r+hi#n|Te#pz%gJ$A>NO3(}^;i|%S z0b*k@%&Q36x5|4En3Q+%xddv$9POcm@C$yhG*vfabZr-uy88{EF;s^|9fk91&-;8 zM18bxKW~Sb%MWH_o>Xt;6M-d3k_JbP9=%_pehS-{f`#6=AA`+F>z}P>2+-Ipd&%_D zXY4)Um{+dDKwwlHJDGCt9(?-jrgT+|RHY!%`XF@HCw=|#I+(09n| zQ>&mR_P>%~=qq-|zS}zv918J+MD1#ucbt0A!C@qLB8(Q=`Jx!-&U9dBqMc=$bUIKY zEzjkgbHbSs`67`WThGNG?VL<8or~7bciwI$63gyN*#WoNmvE9D))b&R!V~ zb?o>r)kJy89}~vj-Ecpxh%-V=8pWhuO!i6$n@bkJzR-k7MbN;dSB5WMTU|j?xC&)w z@?ET>F`B8+*o9Ng;ZJ=&BtiRQw*Zrjm(X{ncn@2P9@c*sxy@_1h%-ihkp^og2(%^} z?PAj!xZD$ZpHS+Evxh-i&h{+MXsA~ACEq8|T2Y@?yw$_e%=ZUQUtGn0iF0&&hZnc5 zd-70sbv2Opq&^Afb-}i1tC!`xE4Xr!~XY=^I@2Hx?^kKSvr}&N{#oqD7%^Pjlp`zmYYNQ*c4LPm} z#_oe+6BqY0uFqj$Ps1avT#2n-U;EF0`Uy~f9dgXu>yM=M0EMgi13g3XM$jSweo82S~9ej-7*8NI_K+4C|sbG$s@eop`?hq(+jTTO_xFaNegv|Yy0 zceWCJ`NlvhP`D;~WgiYOW_%0FSb%|^UndPI6_9_3NznX429EnTU2V&l!oF6S&kUu0 zNIpS+_s!`a4o(J!NnKjRiIZ#gEBQ~b|Esalg}f^;KVx&r=Uo?0#+*D}WprT6KW^Tg z_|O1BY#vDmIkI3hXI903_5bJnBx`X5eSi^r0~y+O4kYt=uARQ1Ok`Re)J^RVfH_G{ zd0F;Y*f=|Wl+TA9uHSN0iwq8dVbk}KzE;uD(Q}+eD?ACyTqSQ9I4@!68+Dls!v<`~ zfAYZovLjIVr3zL{x`Av~?j(5a9gen6j5w#>L(&`P+AF=MpyEd{ndQJN%p9vqQp@Rt znK>`I_n*>X==-ldZUV=k(P^Z&P?{U4YHD_GMEWr$dtBXi-2>+jUiOUv6`V>T)$gnq zg!X=RK92-joShRq7;`!V=6yGtQhje=#$x)TqY-0 z4`Fzl#kN4cgV-(k?|M~Q98mZ0{9xf~1yUr-Z}pEtket+eoz<}yR~}||vOQ~r=2^a7 zm;VcbtP5#&&(@%(IM+EtT@2e< z=F<~<05{4XLhae>1_ufH)GO6y(?@NNEsiZI5O9j$&q3i@{4s!0@P zgAONT1_@z{giG+1>0LOTp_sW4;Wrdhp^FVPy_#=|P0ekUPH5?FWrfS`1!GE3_i5$y1u+maCQM6MFilZj3 z<&b*7*F-u(qC*+Rgw9D~pOyIzBDYW@TNs}x8!AQCC zVsFF^OlQ4RVJJz2IdiusXL&l1(lWmDkoE+DmRFX!`faT;CwK~n^_aGwU$4U& z_XE#-EF~a;ZAk8SYA;rQh&ML)+w{#ez3>+dEbKlKD0^vm+lDu1?on zO^C-eMGmu#7lXKPT<_A!fA3&5eE*Ip3u|m^I!-Q#Zh}#6_uF-jbWmF=&@4X_07VBb zm@Mj+Xv@jYDoq5VSspU>CEuz2MN`ESq)w8b4B+cE8m%cp)Y89b2$Du=<|-<3vK zC;L)~FZ=_Jaabt=dpL}C-;#5o5r*m`b5~EyAH)rdO!nkc?6|Z`?pSqTJrI{1&VRJ( z#&O18lPuw{&{Ocn;EeAd81-_?DeKO_`lAPr662a7KbD}FInM+O@6x!I9$W#c(yhwL zqwKh#28`?Y5uBr47d+k8kf`X!e(O{SFPBbczZdYW{;APs%yURMH`>ntGa_V>>L23;e50 zcmR2Ug>H#f^EkMndT!=W0Q5X#EwruvL7=h84>{3E#F;ya)oIo1IJ!e#OI^tb``**_ zy&2-b#enFOA@zPZUedC|_Bu0CCXaS9=1majTteSx2Fc^JdwA%X=vG+eynOkd<6&4D z`9Zc{b;O0jOA&s)XRxx>vF*~)KpZaRE!**b9)0X>6%w`+8oF6U7ZZE1uI|DKKRq?* z|IM@7^D!0%7RxjClj|{`UAyAaGds+Zr911uqJzUJr%HL3Gjaa3DXjX>I~JOt{k^KwOVe)zS{}u|&HjHd>gFsg zvF#w##p*UOdoRJ#+p}7$AMA0!YR$~`dN7vfbG@`33&i=9F`nda6wHZcmQ(yii*;f` zH#pWufav=EL?+vDY;sXV2Y8=0@me``y*NEgMKa zn)f$#xp6iACx7kVQk*f4nUrK-hUx0Pic4Vv*j!l=I{m8ysL^o^bq`ix!u5Dnvvdj0 zGW)4)8%`euG*Fodlq|S8uN!dopFHu0I@%J7^%fc*A3i1;+UkjSIWLP zSWKtAX8eW~TMs;WJb&md^xmi2FdMs$uNJ?5<}25S6btSKsW2I6c-Di4&O{=Oof*Hr z<^m2iXT8fC%Y}}V?K({_JaJ}ujh^>bG4x#9X;_y! z`h=a*#}VV@2dOoeu&P>vVNzBP$d5l}vzk7|g2P&}%ntEL)p3;i@$?Z^H#zT3b=!a$ zhL()oLqS!jNBIKBosAv_z@iN){T& zsW2k%*kOHWR5%{tU_lSPn$rz^jLl56@qlL*mR_SVLHqhVj ztI1#gIgTFWcy%Gx49RLm2BTkAVZbK5J*AcfHUu)L|3oxkQnJ#n;u0Cx-dE)?91@3) zqQRTGi!GS;`+ZrzcqB}QvD|$-p@EcI)$QB|*kItxj$F>iEifkVF$A}r!37~{Rl!|| zqcuiirtj`y5BYAqZe0r&I}=PN;~v4pIFkVms$xCEL80A`a)BD!MYp&V1ReWL@6L1_ zg8bc=wBD8p;Q}W$(C6aTdU7QWW$ficitG0Ciff8cciv@J{MNk9ij<~ZoJ@zAU!8%v zMbeNOTO4WYJB;(+bl5eQyRn?Ln{+6c1Nt{(^uOf}!{VnS=D+;aaYEP4H}G2l%+L#T zbe^$A58jEjk1_txT-kd2D|aKr71yjkIGuqb9ZyE*#k^r8__bO_N(L5%YRLZ-)4&ns zET@gT%dqk2VUxuTYiNXv>pQ$Bu;TQR%&4k0q;(bFyXQ&30XKqfTGTB}(hK!0mCwXk z`KuY;e)QN>wP%N>bU2ZLZd_&iqvJ5rr5dOBz6+-g7i;`Mhx#%G%THHZk(q!DX z@7xt!eta)&9E9`VGpST)sWI_c695E{h)G_JxLB zrx?$a{Kh7PfKP87@Ym)@jqywa^nFiNqY|G(>-rpjf`B9T?ULC%^q(;f2xpx6x=$E; zvG?-D>3SeZCUXBing~UrFDi9B&7rQr8&*y&VltcM`5%!_vDHu0F5$~@oGfEBB1RvC zfkM}^c%FWI{g5Lrr9c+PjD)WQRox`gXwJ5HOx#6^ZsQ(3wO<&Gv=s+c+pzkN-m!Td z35e%qUS%`c4{Ooa15{WTk@TSCKLyehlHV!@JBtdy((v>*rTjja2(X*B57xoi^j&7O zcQ0eS8RN6azh7|rn{OcL`Dd6_t^RcR{xXhre~``HX@=9p^WuHlc{s$|$o@PSaE8xH z^afAV*8XxH4@eBcKE;g_>ZOxdxZ~tniM0|oJ$rN8@6B^4Yh~B}aXkxiIxJl6SkGVJJb*rzY^)Zl9dbb9cb{~Oxk#OKmoZ&^EVsG}?Ymt8nkxSZ8^ zbip3x%N4WEb;U!Q%r(bz&!{+F(>k@*cn@Zq5*|uFxQO#CGGdWN-cVY*CwV}af@9yW zj!d+)LPwI6K@#0rB=4&lYdceg6EPah8eY9fEy<5p9QMYxBO_YJU#b#l_V3jw{^$ZD zVy$~z&IjSFg8V7t;BU|u*#2{#rW+SLe!kmhum{GaE>I6xZ3B{S$+Kh`UKlAT{>h)X z7blMI3~~2831s(W{p{LaEWSRIe46m#G`>k! zKdg-FUiCbWbspltg}qWw4oP8WC1H=|vv?%)I7LJ-Ou};fo#X#;S;63?1C%@doiN&X zCvH5W7AKfygl^9TBSkgtP+IO!9Nl?5>i1GUv}5-~oLqKJQq}CGlqWq#H%u`qcHO9uVu8h2TpeHysH~h z29!y)#Tndbm*9FWVk)Wk=ho0 zA5V5@Ho~G#L#o84C@yc`DeyhG9VsjJ z3wMj(VL#_R@VxUGNWCBK@=E^M;$He`#`z!6ym*@IDO7_KPVcFF@rKwXWHqjxA%^6# zhv#(?*fBNnV@t5#91fgP>bh=w6^Hi5bz~jm#CpHm8MpUoAw}{852u(peqV^Z8&()d zpnbgLY4PkJ%<<^8-;R(53ZLYpo0l;Tdo{gZDCEPb&Q{kaIzzZ3ba{f8uNNl5bSbx< z(%{14mFNE7({cDmvPxlMKP;OcEuPh;$2x6+wg;<<(0;b3+Ks{n3uZC}&uf$6pVX(* zjGXVGK{|HVRZ$mcIz{uq>01wW_b4sIkt2wVlcw{=-1;zZ{D2fEB@{|G-=@6lCcqd+ zJFm!JT^R8AEX8WE4OdeR-hAPvgmn+t=U9#~L%+`<(PEV*C}d+4QMb-Uvf-BpQY?Ki zxZwApEz=!)&pOO5Sl@w$L4|~Be;FLBjW)kH&JJTGpM3T+--2cq<)8|_aaegk^xSso zEs}~ooF6Cl6KV1ml|{%VIQF6~G=s)?%g>U(>PoI+@eSn%a<^AtVeM0RID-kSH|uM8 zS@Obs0K5G$!D6IJl-wgK6atRV$#Xz2F8nvCZC+7?gYDx@+|@BqFT3l~1;P&~zo+`( zw#rYK{-E{jgv}r%cYdz^aP9;WKMGu_EK9^ZuaHE;cTrev^6;#PKpGD1-u2M1=@ZmE zB6Mj`Nw|>QD?7DX2=hDd7^O=o5@{~gXh^mJcBc9;9zGxpgQQ>AT7OE)>N&a;e zMAK{Av}oyJpQ9I>az;2TSiP!JH@^g)lD5h&pt~Cu|OD%H35i{SAbMTnWQ>+na%O-~o}1Za?<$INGk!1Oq8L zlqP7`H5kBcG&!%maBNPBNPNB>M%HOsY;u-x%x$c(Y%htp?U|p^!Bhf~q264qD*79d z*^c*z_{2ACa1MI&tsS8KR3OcB62SP4rJ}1UpK(~XHDP7{BW!Qbu4nuE3Mr2?GYw?h zafZ2C^>o_>7!Nz%PSwzX>DyIz5^K$&jq9J)<)pJv)5+X!+@Fpy9w)AT+kA|xhe&kv zomX*AS9%A>-62?+@X>zvcqcUa|5dqa5RCl=nFqNI_u?S)nP^S^bx7zvIxstMAI7<3 z#DxRQq5esr_<?!veJfABL;3GjQzTGv^?foX{-`(d>ubpa~^M-FuLq zx$n7Burtoln}2XhH^;>j2@XlA8GfWA!kqy1b54GRLdEXzt3S-xlO8fZ> zab?!#@59T2Fk9B1nM0EVGs)K#Jf%BfWMn#(gVX`N4|A8hU!TN29e1y!vmr1PrFYNQ za~UVt3r1oio@4*5CUyA8jANEl2J-i;VfFI^eYRC=0^=hdH;!5lXw>I^)t;~e$K4wD zKmFAQORk6Q9XGqMkqAtZ3Kc+!YrlEe|1$L5A5N}_qQGQGuW7V$Fibi>s)7HXL!tZ7 zFf;oav}S#}(zo3UhXW&bFn7+wB+J>fqx3wG*r5C_Q|Kj;<`L813)E!nIlhBEi})U= z8812bUoM62H*U=~U&Em5tWND*+z%MXHfO2bT2Ot`G0w4k0@t;jMfs1Nhra54!fyJt zIN;D*K4L|K^S;5}u3kT(=UbMiHn$s*c5{ifU_}R-r!H)?k96^7%sEJ6 z#nVR#G*OW%mXg}oBR65DIcm7Yn>TNpaCyM^$@k*!PC-PvIht+Vt|y>R;f?bn?rxZx zt$cZjXpP0SFLv?p)WPD0-^-}7JQ$N{Ph>wPj$@_??&19xaWTOqVE-XE?7v?YW?iob z3-Th;yT2tsXVNLNn}O5twQrxUT~t3z2$uN%N416cc=m=}6LZ*HC{z7@G!&a(#W%f* zD95@mVHy3KSBbP~A_0X3Ex6<~)m&qF0Lz`|{O6BM<3h7Yz4{p??0r7ACOr~^O(BL# zB-u1tZOCR`C^VpI=A zXN76a^9KlYYFa(@TnsQ$#LMzZTn~oYQh$d+F_KR2@oqe43ifT04GlCZNKw{1m1;f66L!=0aZcO26z1$y=V*9kHSz~5H8gndrHTXPhwjzy^i0_8cUs}P&jBPesq&st z8pLkG`8n511<>jJlT}Q@1-mm_6`Lg90Oh@C_GRq|2o&%(xZcEq3la+39)4%X>PVyU z>%GYY8tLD^*eXq7sqyhfy~)@Dw(h@cZo{H+P+fJ# zAcpQ`)tVLe$Ebiu{}kT6gO#}R<@dQeVR~L5V12V4B29L#@C1!P^Xrcizt5WDfZw@u zVpq~(b~EM8l0q3!6>GIaMvJ!gy~gQ-jU$XM^BAeN2jM_inF0A_56)j^D!G2*K)sRl|F>y zXC;}xPBX%+?9VNTG=pZg)QP(s7DPIRhJQ?zNiZ~@EFla9Ff{yDx0CW72E|lV_8e}) z(f68dK2OVF^&5HZVZGGWywN{g2$I0@*aN5Y4e8L-u^{pC3uWxjY%~i}e1#cEYUQZaYw*5!pBg6do^a1|Yeh@JikHWBc3l^slt&({7iYy5mYnQp1_c=Ep8u(}E{r54HWS66 zb!dnkE-pBEg0TH@7@Zu?eH<#)@=YlE03$sCT2JKfVP&*Xv(NcY%oW17u_l=35eAJqfd6;zkm#zwn4rcHA>H)^g{gVdmbAUplDwSyz2Nd7#dEULR z;Ja=v^AEah_|%DHld_!`3b(tcPx`A87?{ee3*J#*!oVWUykq^{zteFX&LCTJ(RujANH8d&kvtVYJ4?O5(%`Xujc>sFb=NDbr)6 z8aCH)&Y8&C9?L;s&KV>_#aA?j3a~a8 zZemg^fRi>01JjgvSbTJB(`Zf}iRZXrpWz=ITK&AOe`OjwgOyo(hJM9C&l*3u+(MYsd0Kj4R|Sk~ z)gIS5X^o9>u}^;0?tzxQuHSRxMzNgcp)fUF1gG!P#-%2fLmx>>+K%xkj4|JS>RHtb zBWo<@WemBnuV|6|_2|5RkhrOu3Ys%wamYh$Hatf1CfS2Dd+G{b=?-@0rXyHpW|dMhjNv-auzzy zK$4ac&q{a0h4=AiPkFcDIKD2WTIa*;f?7rp!ylX(=Gp=OM#CxQ$4u=L5wL|n2 zq2<3%FZb}4Vsz~6(d~RP@QI7()K9-g912RkvfIrJH=9zXlM}8H=w)WEnO@oQkDgmB zC-v-b@L5*E8M_y+XZ~O!RZc12N(5>LnE;!}(4%~hMcCRCO2q^& zBvm$S<&W?!6KNS7jtS#*GS`Hl;kmkCg+16WQM-@MKosVSI2^jOg>j*CB<6J5CQN&8 zw5HrG#Tn-hJ7X3vV4aTy*P>h|4%Qpwcb{7V6obQ#CrhC=|LE;A-Nv|VySwD?rAQcl zcdaZYa|I~@Cb`?hz7pwKI7;t4pT>dS>(^3zNLYMV)p_abE9{s0^4~ZzL6y0fqjdTi zNLFv&bems;xlpYSoGy*n9)12fx6dtny{5%+GprigNLE5Irevu1(7HNpJ&yz9zl_C0 zAHq88-AWz53s8~CVB)c}AEpTRcYIQoz}AcJzmfXwki4^UmBr>bfp%xa=rxv$K#f(^ z`Shd?k##vNU*`!dI=1!CJuSq-+=@eQLmtDza2lU?13MIdO!67YZo#R^IBKuYOIT!1 z`LkB-kMphV2Ja*3U_j)l3lF%oUoMJ?vGRk%fl1@SwM%u(804U z*+|I{ksa1-f|1L6{e`a1L8QcyfU4b3VCB|Ea(3P}AQ$zRJj^V^Nv@KxZ+`r+c>C=7 z%Mm{8HE0ok*BuIri7RC9sq5PkWUlOg=@H-4XYBMH|xpY7|Lt=*bK zU}U;}4Dvmn3NzE&L+C2=2k{4?P-(wd{+#6vOf3sW{*(U&6Ya-N=-kvtN~)4e+5`~? z%A9zN<_obeJG@o&3O`cbNW3&p3xnn7-SrRO9)#p8rR<8fLRjUc&}A{FhK&TngD<5* zvGLc?!HCxh*jFmA_48dDjIvfl95>~MmTO<+jr+`D?le_7IK%;$bnEo3M_8kxN;{LILvp!RTmXd>5_}Sx5(QP%HXM4YKB;pOu z%&STN<5%74qqeSHjdM_Td3b1T^cSwBWncY%aFakQkz}EDa}ZbJ#IDvgSwLs$bnN5y z2AKD^ch(iS12MjAFRsJ_brr^4aUY*_3lxdn;7i%Y1mhouE>bFbpq(PwQEqwj z$;jCx;t+_WMn|#0fahW#%cDvlne^~@sm{{vQh zZ|4nscnFi+qU{UYN1<*(P)kYWKU^r3-Tm`a2ll8{^*wo}MPy=+=#dPuf-d(OjncVv zEa-?xrLks(2~OWumM{+@ZT1F%m&AxT!M7s&aRb~=(?wSO69bB@{DhTUKTPwFzH2h+ z$5lg8PV3)8Fxg@J*YMYWIM-4tnB~KVqsJcyJ>CP*dBrBT>X5oHXn(v_wlfBR^!I`y(Jz&3s7kP zqn~Xs4~N)mG?fNtf%IE9%~$Ivr1c#x4cRz`^SU&FdoHQMP=RRGflOhX{O|Png0=@Z zkx}$8^35)2FnZY(-+B^?c%QQW$F>(qQy$)2M%4n@IEH{h5AJ4vsq4mwQ-Q;e5EI@TdPapyPYXk%-~1`1$d%h!7PE7%1AP z5B4sBjn@?w`BTTBQL`wf#@HP;EDv0{R_BgOl8=YKCJzC5>9gFiRxez%J3GzSyNL_^ zA66u!<+1bmLoc@4{V-sueXHBzHTEr;A8{#3!pi&J9~}DuDeHIVHp?oYY%)2u*`R0b2um(BoK8LG19t&rT}57J-1;a8AZezWP@Yb~6Yo=B10 zu@5_6`7BxXj=^YT$(2@tb5La}8LgJ*hr|1{HCH(P!xe?3l(r;yEV?BXRO4U^BdNwB zN!Mgybt&u*-w9!$yfoSF%UOYO?%6Li+1hZTnj?aX^%5+F%suE_>B0fppqqL2wlJn9 z@{50OEH*zp@S;3g5f=06LhMZRar&$O!F!3ffmCuwHdxC9+9a6{5odLvZ{zgAGw!T7 zDDWL5xkx}h`+4=D^kJMAW6hYIy8=xX!o|{Z)v#cadgXrY73@wT9i%_w3Z0ll(HMV; z^?#i?zi#Mmac*QW*~1n(vNsCTpB%%EVXeO`V)Hnqa;SVK&sU&`^z!f!8F2Vx$)jIcYMt~(uGK`kM-IAdFL%H||6pBWR~QaScmAUe1wjdEj^y0H3H{dsp8ngI!ScrN zr`d!S4A#$0Pna@;66HPG7xe^*^lEIx*^jRXwEOvH`53K{^tH-){01{DJ#1}EW08Xi zwbA`bIg7Zkaqyt|J4Tp^iC;dzkO;kJ#FdjcTcB5#xr8Ao35VX>^<8;h1;ZvwhP`cC zP{;V&^fF5~_6VHXFV|!WOKm5j-i%gYxue!MWs`TXw3FO#He7%drtRE4ksLTEvrfGb zxf4c`vR+-ZdjjntPp(+lT>)y?jq|)4XP_oQ>hwIH5-t#F8%(C$u+z-#LVeju7@WL1 zQ?|MU(?=Y-c<8Cv5%cev$*UTeVmRk`)=v({>zluA_-Ejvx4Zv|!W39O6Lok!$phx2 zZ;oA{;R2%6uf2qOkFZzwqQk#!MbO#)$WQaYV`$uOZ2N7s9O~Km>7(6!p?7oCgyp#@ z%sytV;2F)^;s|_kA*~5#GynLnN#|hKE#8%>)N1Va(jxFo{D+igeY1#z;xId8ZP&G^ z1Dl(V*M65p;Xm)68?*fV*w^N>cp`xr$UCW{$9+%0ErtE}9vDU8P_A%|$nPjzVKH=9 zESrFtxeNC~+6`dgo&s5qcgsUgh@=yDzJb~)_jP&sdMq>!HM_7O0Zr|B-}X!Ghx+YO zyN@$EVZ+tFCsy3{(BNTOAFWA+&INxU90vS zSh^i_%9U9VXC>9|YBZjQg}ACz!GG;A{HIjQly4a*a~o=ANuM!Os8*>hvk>YX_x^HI z6o3>Vy;}#FrC_8*W_0h@VW6bHdTw3T5Ay~GUjAmhhON~zot4I31VH(SRkfVH@5w-AI8yp#wtG;!k|n2 zNO@vkH1z&{elFv32KKez_-gLF2we}~ks77?>@iHR)XTh<5wV!Z8cMm^te==9SU6vH8JB|d@9IvhXgUL}{k z5626(-D;zrhUKa>_D9b;p!MS3_qFMsxI}$AWyihM!`_8e_GU3S`Hxm{C-E>29ov3N zrLhz#zXh+pzw-n$RnC)hL+!AiWA}$?cOmRk+BV{O(HBOKUDvfoZRk#v8{cxO5_)Q}V(HEY6pHFfooM(ik(B zaqaDeKJ~CyAFlPoP-xlMs;&rDl`TYt2gD#Lhb#9`_gfg#U~qaU`9XV5YG(}Xuq|8_eR1?oS5_P=S)d} zWYNxr;*LBRJ`-z!?9ZW2@CAA9Fb&3^4m0W08;9|g!GXx=^F*2}&5QvKa`=rnu=$DL z1JhO+=@Dlx5^1zpX$@Ssps~rCNMhu|jxz>cFXa=k$%Mt|hV2?O?7kpS#oq&cRF92K z-*KF=mG)9FP(e}#@dq(S7sgaB2_0}6z|qGGye4Eh7}&<~r&vlHR+dDeKvGn+N1|ghk>oXBdTZVM4 z#65StA46Mon=H#CDWJBP8VN3+#$^buJX0tPi^kU|b(b@skw)-<=(A5q;oanFdV3Ei zk~wLHcNan0Iro6-mKm6e{2Ch>mW@>Fi$TT*-kKHixPHf}f+vd$=Qle^6T^t4aaa9&`~o;Pb zWkOGE#SQtNJvcVgzY?w^4ZZ8JXYQU8fReWlNuKuhP&0M%bKM?$m_PYM{Oo^+iHxUe z(~s0{zENJ-O0TSa*p*bkDa^m>AxkD=T&e2d*(VO39AH=7DuWW&Q}x zvx=-%_f%lt^&v**07XE$zplMF{UX?K`?a%JcaC$EpJo6%FImP^h516aSXjjSl;f~? zDm-U!KoDwZ58Ap}tYKGQ)Dwx9Z7{B&q+qiD7*sxX74X_$f=#=5Fmo!3NHcz({YvOI zXs9cAX4AKhonP2hJ8La*P~ijSXWL+(;+kEJjuq5?cWXb?6NhM})E3Ne8AvUrRsw;` z7$&SW71|w*KWu{ieYxn6q;{Q<-W7qvr?SZo!2>Y&Bl^&()%(yYvsO6v&VWGUap#4W z{YN0HW*>T#qk=sY7NPyMW{`I0O@oNeR~US)@Th9)3)+?J&%dejl}N)vuc2i321*N; zLVj*$6KMK&$?h7ugwwl1^J(3m;^Om|DjMB9=zPLEV(QO>tG&fMXPr7=(cdonb-e;E z4yN(Ge*F`d40ygdJoy4$a`Ep^jmTnwA}5ofk~wC6b27`1VSoia?=|b(ZlENqi0;p9 zgZ{KPJ<4j@Fvc2OKTVU5O=fiM4Y!zK-A{#c@5^jxYZ6y_#g`4!UFLpnRin_#=df9I zFb*l|FD~+x_2c}rzWmPt+_1nE{dD!yC#)b?tY*Y|!1R(yeC~h)%tikt-gn=F>+7>K zRv*N0!_)X#r|AxCAN+FU=UF%G5&EDYb=wa{b}QUyd-!D%JCmBF)J%@?Q!0_6+D--lrVR5eIVS-ye%)I?ztn0-J z z8g#MBT9}p^<0?Y=!%G8@QF4OyEPW$!dx6XGHHscIMkl79j?=+1=0Tw}^3)f4V<6SjSNlJ9*y3FeLsKNeBuf?lnz zA8DMtxbVK4e({qzl#E;&Og-@ysOOy1Kk}zy5v6bs*@Y2DqqW+r2yd{kyGOX$W(ud3 zrgw+Fd5Y!2$Are(pJ0un`&^j^Cl;}WcLmrc<4jW9n&!iNBCTDtf;e*r%wE>oA1%cO zBX{+$u8O>cA>C^m0z*znp$@fG-C@Il@k+wYzcx5jFe}E& zCLpH)T{p|Q|6W+Zl*M0D&h2uzw0Vua(d!nj+C5_ZP_*@Xoga?np7X>NVE#E0Dgpz$ zcKscEE{OByUv9s6U5-)95xefb(gRAxV5pOL1FqYN?K}1163&K@*qFD?LffyW6Bajw zp-ePBMS=M=EYi^E=T>K8-@bmj)Dm|XyM6YrZsabgW3lUVWO*7U{~Vk+1iCx1Ykn zAwsOWyEXK12j^c5*^c!SJBHr3$ikw}iAE(xNf>g^+Wh-W1E=DJ`&CtMLYd_|`}pL; z*qo#7qIWI^Cw~8a*z5BU3!-o7E0DQhSzh)|{XI=AxyBmv#H9wv>;f&Sxml3KM3jiJHf@9k?t8-c*!}zM3}#U8&5+c6o(4+%%Y&%dQ!qHFlr*)l9mua=D0BU81^)?C zX#}G9J2csCN!#pZKR|P#!)|93S_m6dd&m_hZl4yBce#omh#Ql6~?tQ z<#t?_mw?hW^gz?H6&Jf*yzQnFi8O(y1@eyH-s^keYFS2Nh2kZ50tgb(T zg%A6$G(}&9mN!yazGCyx{#7QY_Sg%Y_;`6{`tB_xjs1(bsYSHwk)t&-}1s zt}y&@3K4oEHw~^H+yPWDmPpLo4-M`LBN4;La8{ou|4yF`Zbrtv%(@^Ah4#kBJvnZ} zr0La{)p5;0d{xkYVJH#jk4{-zSwFx&p7LEg@^=#GNbya9)+P}3V84ve!|TxNQQvlO zZxytbjaVi2GC(I6tH!N^()jlrPq$v&9@x~2cPF_CLeq=b!PztmB**paQhs$2#tM{1 z0*8IErRV%mU%VBLgrB){E3+6Vl~-0X%7Ssuhc1uts{@RF_GL1;%mq`|tZhP!GH~-< zt(nLDY%F(a<&bGggMU#&2M%W#VcTR3)4A<&Fc|SxnoQUSi}BZK!Xjy4)^1eT*xw4; zRcj;%Yr>&q@<;-^5iLxMKDeo*)DN@g#P>N3>%p|L&Mt!vWf-3EV@$D5hozeX^)K~* z0>$bksp9DpmJLXK;%K*p5wknTU$+?}<$2-B9fzIa5A&ni(!T<*Qf_lW^^G_D(=Jy1 zEldH@9-ig@-e(|br|o?f)+rz#`1DZ(z{B!?@XU zKU~1j92*}}Gwa^?V>1Iq?!O>(K z$6riLGEG7F-Uk9A6Xwtu^qq_E$SW-S_)FJj=r&NF&vlgw(Bgv3nSYgz@i4*gC1|2r z14;7iZZ@7Pm^QuBHO6YozfRbfF)B;LjP0s^^gKJh%sIJYu}u-ibKh#xCvw30`bj;_ znL`A|2$r?YuguWds?9F6Z8vsLbQc&ivp`eNsA}c8b1*wtxjXHcCf12{*{Ey!;QV#r zr+;6?K(lJ?{i^n07}?$*f0VNW2G7L#+MT$D%cg%X@Ki?P)Y@Wu`wdzcshif3_U?f7 zh#e2FCB24jUiYB=PahduShk$n&NiG3Yb2f= zYZkoKS8n>AH!oxR%H{9p)Mc^L5vrNLXu+V`q}09CRh(&MlT7vK#hJXweOU&g(D+IH zznIh|nBA|t+N1IxjAduMF$U?SprYv`6Ej{EbKFHw|F6 zn8rx4>pZUhd-kSBz!z7l_l}$~|A?dt)&;*)7m)JldC(E2Ak62^k>fKO!_`MOsJ!7e zxLWmUs{H0JoV`6M*jBb3=AY@=FEY_$^j<|26N$tLYs0!viEsYT@f8u1S8;~RAY3GR z0%w+f&TX!QV;RX+OS0l7c1=#*QtsZw{zay?BpG3tF;y*{DN=!)V42-FAL>Gp&F>ri z4hCBs9#wa{Js&ng3M!lfuK_iWQR0>kKdv@7Ei}Xhfp)c1pR!Ll&b93NqT)w_wBXc^ zu$&w$S6k0jSc<`+wew>=>Vep?dWu>oVgu8sUa9Z+^_)P<+W8@XEfV|OBNi`qO+fvH zSm!6B`>|jl^>0*w87%5#kQU(rv>9h!Y3@{l&xqTTIZf?WaY#pFB zDgGY5ypECKy3fv<24H1pjthO}J;?FrIPf-p7q)$R)mQ$KjQ_fHBrY*u!NwfB;k%sD z&=K&8!7lhVjGTOUEqW{%o2kqHwXT$5^0!{Re9Uefh;m@LH#)j!+ku-aL@;52KMc1 z=g5R&W5G|FVqq|Qw=ZNmYa4b63YsyF=K*y_{eIuz0T?+hZt+au32sXGS>Ftq#!DGcta@B>glQXeq=eo(rHz%K zSU@CCVRPBS6K63i+>nYAEc#T0W!HY_Q?qjSyOgVHk!&A@P92udGV&k7ex6MOrV|w~(m!8YH%-8? z{nbYQKc}rf)%NJ^!GWt+`<+jt#|(=4%I|x?>g;n z@p2N{Zpr>Cw3&rb*XxIl8b(0JAHA1C_YOjv>6FO7(yKW3C9PRYHUomBbXczXuwlb0 z(dVvTHf#zEG?fXCK)!X*?}LZyhz#`~_42hBU{T4)_TEwoOy##kt&lFjY-!f%!=~xD zAgU@@&iQDIpSoLj>~V$mGcKh!5A22cragbIbxI*wNyh2p&uzF+)fUKUJ&Ap>h3n0% z+FQNdaG|1qok*is^W)XLJ5X5vrd(k=1Rc695^X!oeNL(rq%uFukU2@ItRSDONhu(M@3ZOJJZ%fdCEcM6_^p*PCk ztcKNLY}EDdRpwu?M9T{LLXTnAnjB;F&<2xRoPNkE%x$;Nj*z6fJrhl z)BD~yOm7%sZ#~lqZ6_E1i@e+eb7`Rum}2e&wQuxuq{>hD?L0O?zbyur9+8^va9;%q zqvwA;PnvP|wMo-1xkdtwR=c}7`4#rtQ=^RbSP^L6F9r}V7vos6;3{3b8;+W%?@Kw; zfD>+oGC?bWkmmJ3UY4Sd3$w@M%*^C*?2Z3fmW|gif5@g|rt#&#e{tZXErZKcfjb8``r=^{@7xlOY8YM7pdK`{VDA7xOlqKRY9K(SA_CH zhth1ZY3B#N?!-ITGUQ*a;T48+8i&`S8s6bob>D>VMh%$#Wjc~^8^WCJEgfzza~%5V z-xhV79+OWVjgYRT!+c_1jpj5nERe+NJ|#$Ewob@u;CEf5THW4ZXXlKCzNr+Uq!5^I zzRVXXUk?+HBnce(?l4fqkPuiI0a3@Qe+bBG;=esRqFdS`aUlLOvAZZ3S9dL)+V?gA zi#vYpzT;eq9mFq`%{Q+hkGTK#P7NBE`4s!e@IflhrpA_@EnNXpVEwa(m$X39?Y)=q ztP^HEZl4O^u)#?^qn`5;V|cP}Pm($JGnfg{a4DfX1oIPpmaS6)Fp-jH;&S#ek*P?> zM6lojfzC{o?tM%eESXLATEFRlslORA??QZldii$Un`76JDkKTPyb+&>iMR59uG{z5=}ur&A3Y zc4KS6)qxS+d0f(8yZdQ!7xZ$79qNoeM__nv{PxHx7Z^Ci^I|+U6{;I*uh6+ZgVF!Y zel70o#k&5mE8RPP;#|?)oIZjoE)DWJIy!peO!`EQzHkvXwq{mIM%>)uAbu}flMNto zQ(5G>?_y!f?Uz2cDcJCeXQwguF`Qu=dy*h=3mX~^?oawU4jJmY=YD*SN9tKy*X09S zoN_JKS!wk-HiXJ}?{cBRk@#wI*hMq=>Q#MKI%uo6-i(Z!|LXLM zZX7OOtABKdJ0C|DSgQPDW?}4DMmR<8B)032Cci%4;pJ( zBRhL5|LgmL-wNDW9!Z-}A9=Dr}IiUK%@> zDtG$}ZO1~Qy7GQaMjVO{*t8GM#|}Xi{mj;jF!4EPoz6lNn#)XAc)q#fto(;=c=Qok zt{V)mhT7u#tg=+l@C{rOuHK<$*bKF0ES#}Ad6$6E zwK;A9rsiLGXU9=Sj zA~yFZ!*=K|;7O?a)rKnyzy9{gYQyvg#zEOQ6&ySIg5?Q2Ka5&`EGY864t*jK8t*@T zhl${3iTk59Kz@55J+w^>rtVx5>-k86**{%tcbPv!6z$W@%#wFF@^f7C^L!$%xG06) zp>o6WS>p3I4cD-t)3~~GC>Ic{swwcBp)7u00fUnAspzIojr^z?SbCS#^8t3CGn# z1|bEEmOy!URHQ&W45(>SUxlm!Vc1DLN%uk_W_~i8@*H4+zX1`>youLwv!Z|cu*3GdpX!3exZ}s^kE{K7sCucGaeq;V>5@klDxoD+%bq^PT_Gb0zT22{U?fKfB z&wLqLDH^4b*^)56gY+m~@;Oj0F#MuheTMxk`8h%1LC_6h;Tr~;NHN)6U+I4ps-jqG z9@rH?omBAcCbcvi3p=#u#Mb(JH`PnAy0nRn<#hr94P4O7_D@r)kOPLBS?K6;rEo>g zC3#!222?38Nn`}r;P8J>+7G4-~aG*h2NKde7E|P1^lG_WJ(8Oy-RGq7r}- zGwZ4Ko+sd)^2_|mjvO4!dP7=t3&Z6b#{&H)yRr2@77@dDOE_=4CS$KR4l{2UBFBjK zuxu^K_~;r5dKmS429NB35$@MN9E2#Cf80=_N$MJO&%0bxf9e8w{6Amc2kS5u{4rWi z^*>zJ4(ASX-UmI*D^EK}m$rQ79cW1l5@?^ad^u?G0%qxlUyHTu#+eUj)Od6T7W{J= zg`XizJq-FmVgHP6TtfEI8pSYEl$A9UuYw~N*PqKSFkyeuna;eTIOzKRuR&JAAE$S< z#gHSvBYBthotWWvBnr2~X;%}NkY4JD7}0{Ydpq6{opPY}xxe}a!ZsZ6(3<3kaDZp4 z%DX;^t3nIwgID<~ZZIp!H@TKPi4BIdmp|rQ0LqZJ!yfrturBE6X+}1IPA5g1$+%ir z(6~$Y^WN6}M;qnG2OWS7uesW5{JIdylH#o8{0ip|8!9A51;BcahvsmZBlH&~eO8=K z#N3sK4?MWzajpA6=if9@r0}uhaTgsRX56|Lo417JT!t##Ke&-<-Lf3>v=9b0ZrUCV z-twS&sXcp&DsY&hY3g;t3Hy)YRM%Mzocx*lXQlr?AomzLuQHavh}5HP8{zx0{_^Kh z@xE;2R>n0i)`lM5d>mG>&+j=UK%nD$ zP^z|(gG1b1uM}?V#f6Rc6T|Z7pzUZj%cvv=^j9t^iCo`_gAyU1=oj6P^uztvQ(-EmFr} z32mu!Ep{KxaN!|;X5RN%ETkU@R~PFh($9XK>Dqk(OT4XK8pOmvZPqPD*57BLKgMMJ z%-6rrvlj`A)15FLFxsl=WdK8WUcQ?y6oD?njk&*VlSCRxyXo;d4y^ko+92or9b3xp z{}eX3hr=xv7w4motRX4}WmH2&x=|7t8Y?0&42CdCFz zJc@;<_gLZbMH97aE($>Od%(SVNE#Irnbsx;)MX}+|1O9QO)?$tFYfy~3_U`gz`d`-_Pv13K${J#Xc`h1tmySrG<*p}T5tdCuQ|kkgo~{${%X zcAAEmAFTQg?4619e4R2!JMLq?>3aK_ zAO)ZbpH@}RIDx+=BX;@EPeI$@mqH`=%ebJXW_){jA2w883qSt66Z)Np?wo4qz@ch} z_ssWFVaVov)d%@%=ySFHDIlp$pph)N!eRavXEP571>9qTT%*JO8`8Q^ng4vB8;vbc zLs<0kcs@h<+1wE4MKvUQIpOW!BphfK&R0A90>9143+Wa=!*}W@Sr3=Jz#J_Fm8Z`; zU_#KfmX(bimb!)qm_FO$P#Fu2ra}!&aYc3NiSL98Z5Fi^nItUCO4^ntYz9d#_jhwq z0%4{snqex`9_oku9;=GBLsqQx>H)i3P|G^=PS(5~n#6+q4jzsr(&aFGPJI?cpxJ+| zG(YwnG(^@Oa8SAqtHtL|JzhHtL&r=mwVWw}McHV}_U>_9z0lt9cT*Wg=pv2iw@1L_ zyc@Ie?hvRS<($bn^KZ*5r8qtm4Q+YinY8Zb^3crVs=IrdfMt7bec$x3!zKsiCXuUp zII|x8Sly!=Tz{N?@xzB6ms{iX!YlisKjBa`hr?}H<>xFjD*plf9~ZNB%JJjajotEp zWynZApwts7l*5CUvnDF(c zR!0?#uXZRMw&?+4bIwJ!_u|mbzwK5H7a8WX4UaJ@Ep6rbks{+_HlV(LGik$EfzOr0#elAs$}3FWBmNdaUd<0S4(rZ-jA*!szbzg?E+7Fr!}n`OB^dTrG{7Z7{eC zO9lo7Z97il4-HyQJue!lvwQaP*TpO-w7XjW8~U+8KJ1yAZZ1r*zgha{wdL*N#oqbp z>hMcW;MDxxt?$3`ZD2JD1`J z4W4)?~jMv)z{l}f%Fi#mhs5ZL`!`qKqXx?XoIp6dv|2DH>cxOslxaLvl zn6w>uZ!ZAz){kFxpLK;68M>VdJ8Pj&@MyoKYcVe0Q=h24w8i}%hLJ_DZUVJ_JU&OvCL!aIG;I=8i;+qbSFZOH#>4wmvXks#yQoid; z=x@h9bsi`7o**dp->&PJ%nJ)<>ar#$x51Cybw}8{Rhv1A*G}q2ec@@P5x>bGgS*xxjd1|9wjwlmE5aeR3F< zzw+vYXtrXl#myNrc5bYH;C}mpQPNhBFzum5=j3Zb>N~^Mv-wSk@es5FGa5 zob{|-gdVzY3hNV>vDtb%lJ18>Z>K|h3FjuvJ^9bRJ}4KKA|H6pE$QI! zTRwWh@sC@cd0l4jWrT@cHPUX?*)UZk(DFh5Fi=ZuvOkKH!yqIY?Hx9Q25c2x9DGis zy}^F#szwokHcZFQ{AE21pIlS9r)rDs)wyZO0`H+OIpVPpw=^#H2e*D5DZz9F1@<>x z88{O)X>m(zJ9fLbyXnj_KviT}^gx;y3^7~OH6IMa61fun^=VEb{rfv&D~*S+X@2%= zcN{PFy}6#GzttU!j13+y;b-Sx}- zF)Z%9Z|y494Rv1piALvGp-OmFG-gL0_S9Pdzo;Jc1UN@H9{NjU?8@i6v*m3oy?+jW zyw?D|hBuo|4)kJfWXHb)e?@TFf$&ALpaH02uY+i1&qIBXreKo4Es;4j)y7?o8wXFA z-g!p2h2!B5$3C-;;pS;KW3umGthl!x{l|-lY2s@3svJ*&TBo-?zx_M*u?h&hFC4<5 zi)Zdv>l8o_rzI-Ro8bHbuKn3wqd54xL^>tf4Huc>ilU+`VaY*(qJPr{7wD9)n8noL z+Ste5+Bfr9ue|7!Gmr{hIg-jYB?>TP^jb0zjzizG>|X(Nu~76gKxT}ziAw@XQl6g@ zu+v)j=QElIIQN~*`<6}|-nXO+Rn=KzFPDy3_tg>FvG;t0;^AFpAu=PA`gmw=R--ow6BMy3ogj=H(1`eg_Bjfd8Vz8 zv946h|M&NK7cki35E`5@{!ksAT312zfx@gXC>KI4kW3-WI^7mH+x4g-}RI7;*cW(5l$Y|6Yt z&2ZduHgw2_jLXx+ZTbf?fO6{J5>4k;|4V)m%YLAMQ)gJk=ahCq`!VjLq3tPH!<&$u zu;~MRhQGLNo}PrFT|*k5G;(47ARpr;m%BK(DoOiFY^w(eriR7&Dd?{q#cSAS42`O_ zV*XQBu=x000Fko-mo1(f{t*$A|V<7;yWcT6sAR_PAQUwN!#u!Q<1Hwyx9s zzWuM*)GHWv6H?P@JcA4N2`$w8Fl=sL+h=s`1xB^)l}hv71!K=!=_y>#VJ)M&Z=-M- z8XVvx&+oNPmIVU!_E=kE;=BI?MT-9-2c&;lxI$;4IG4{Gm=(*FbCR3sP?M zPaMjuWhHmK#g*SfK#Mfc*5|E%=lLWSgh}-a7wI4+!N78r@)Va|y)Tv1e!OD4Aw1oaFj91O|auNep~*O zcGUeHF3bg%&po@hmY0f~J%iU^ zPU^cz?BEaRdad|F^o$T>48F5UIr1OQ6gF3>_eDTgcPr_oMjDvB{$dq<=QfOQp9}nT z^a$3MMLc6;)xe(l#aRoJEuQuhe>tig2Xlr^(DD5MOz72Kdu?6=y-Jk%ROMtSGW&P? zi(mj2{tY;tS*Zo9nlE{2eU8ISDn}jnk{+z;=Wo;bFPTX5i~GjsJ_bzY_4}^rx`?e2 zoQ}1r2m>9ObqXJ+An%3N&i_^<;k}Bk!_~?a?7BYLtrTVrJ^C|N#NPoZfm0Q^BwhGz4k8tk6Wa05AO0e$LJR+MP z3;iQ+rqj#>A#+9kuP&P&bcr~>oV&Jy<>kX=x4K%P-!6u5gZnAYX8C1m9Q464qXnh- zKRdC%`H*vIt1{rdIFsm_OjwxfPg9BghZS_^p1%3UhtpJbUX}S3C_b(CPyPly#*Sxd zTsH}Xmdagum#D|ET~K{Te>MTi%AOOBOj`nV{f#m|H4$R-FuQ=x0Gh8$HT?bk184Z> z&-v)j66guPar^j3*c%DN&A}SA zX8~|iTqyPSX<_W!Wo+MrlGyC+9g#=O!0PFql17)GICde!^~9wptoGw#U(`MRS zPZkUaG@NNKbI&i~a6EPUA*%(P>h8KGxgi2mc8$|KH;%!~X1fcm$_#GqoPV4ueg{U+ zOvMH99R$i{dAAF3me?s~&}KGkioF-U#`&s-!6eJc{lYT!IPus=|4Gw(9D2T8@tVgY zSbS-&bY|ubwk|$7XUwjOBL+9`O#YLB92t(KHX=W)P20(|Ia$KbnHB{6kY>&}929zT)4!0v@Vd_eW;m;*67}F(ZeZO7`$??V+ z9Gmqx?oeBJ;`K1LUSB@!GUJbwKFy{{b8lQJ35YOoe}a|2cU>+u^@j!NFLP4!JTTU} z2axwKPJR11u%c)MLldFws$Fk^T3RnIEh>w{iT7ekn+#yY-!h&ij~;42SB6iw{UgwY zR<>+Xs2dceP(L9KzNzwQ2!NDhxi1JROV^ut?yzVo*oI7F(qU`;UxZ%ZQC@NP`YG zwl(?|)Ou(V6g@~HbK*jS{6B_$>o_o4bvNmaC=9)7%Us^C3}cGkCyY-! z5old>e{w}<0_9S~yuYY9P7cRR4(~b*F<+S)Zg2&`(C0*B?H#7@_4c+)Ui=5Kjn92B zjUtNV7lbvN$TIj>`R5(uR-X1%lgH0&4&y*lF>l1Tqu9Sr^t~%40E<6k3Qn4Dz`XQ+ zwS3y~Fhm!8Gn90jxXoK8JxX8mGFhEbXwL!Joor@*0`d zI8M3{sKJy1DVJ8r88;P?dh$BgJkJ-TFis`Xv>nEQS0*n$_}Jk*pWJ9W{U9z$Y9Ent zSj8bP?5h=G!pRV!XOuBVn0e4NFIQXuo%yBePaMq%w2|6ECv0YbGN3#fJuZvn8pWkS zv0K=DM*L52@Cj@j&**ki*THWtPwz*2kdbn+t*DJn8^<*S2BuacaHih>yr%wtI6>p+ zbM|K>Haa}IG_uIzRkyB(~Pb6OjcAHkHyi=IFGPvU|jKHh$$7yD0exBvNF1q%yVoE;iV zM4GF7mzN9;aXhl6I*(~T&c1(}wRh|OC^=6#ca+M)UzU%WPh_9s_}bZHIv>-aS@iE* zk%T;!-aky6ku!z;0#Q#r6S#2g;i10U+t{$?`u^R-eda_u_5Enn!3)DuB9u#8+*5wy z*;5TxXB_5IPZR8CfzDd?*T?nram>f(ZRM8d_OVJVHm?m3Y0vqFrqronwQ03Nb6@*La;LHPq44417Xmn5Oj{-P`U_B=(<#fQ z{zst8()p8lwwgfyFyh!r_j0I{Uaa!0Xhh0oYDl1%0rb5QYdnx-faJ>m8e;Rcz(+m9 z=BI37r!J zx{Mvyy%%|)gN5_rgm@LH9Ujf|^WsXPswMYnUTm~yd`#RH2UAnKf00$1apuuvNwtgt_TaXnoq5)ub6My2!6TeUDFVbQ1xHtKp=rQbhDIz}dy%5Rg$fPTbUtypj$=1_I7%DkS zUR}uf2@}INlp3k$VP^4ojRFe?kv{cSdUUZ~_f0gE#O&O~RsI5~UsGT3TfD=L}2lLDmPk?&Ju znUHDh`>0sk2qx^j<}QeaK=VZD@=!_`^ghl~pR}mNN!^p(2hWgjNcz4rap4854jZzb zTXe?JJ-1$R23*2vLHbucbsuo_&~-ZPZ}9}Wlw)HLKYPLWn{jr|;sj9I`phh zyKwm%SKnFNNm#fs9wl}228Av2zqvS0XTb<_c*I*>l+KDhJF9br(y(2b?H#xERo%>FH;eRl3xRyclY&cAQHqX7# z#)We;Ywx2qLkQpI>XagY47vL z_*FH$u1^v;cG(wZS45qfEe4S^RLgtxED=`NI%Ifd_@RHhj;mlx0IuX&_B1I7< z1(sKySf5Z!=$UAN$DGy9Y2-ZIh>kMV7-z-4Q~wA8gn1;9_LfG>O5s9!%U{+QM_BBv z31{1-g!v(Z{UVX4VL;a!e{o6SpW7G16~(2YVA<3B)_F?;jqCZ)3Aq?d96386;nINQ zn>*4CGfQycjhp)X)qmJ`{=Z`_Jn!M}{*TtPHP4YU{@8BZ=n+iN?h5GG{|v_koA`Fh zEW^TC+qqYF=&_GXx}dK=3qubYWq!++L;oGCAr9hxBytrOF|~^m=yxSN|2eA$q*aSj zawZQhGIYE*SUiq>sW%8^D}I0qM8=P_*KvUTdb|9-Frduwy>u|!19Q3ackB{9q57i4 z!Q;OfA+gi+zovt~AoFkn`F&S5%uu?Uny8I1PFf&-Db56k=Vy)>MUG(QzfWKP{&Ycd zbwt)%+Cmsk6+4>l^dIK5EJSKw7s83o?@e^j@Y)44p>N-H(SIb+3ad#`(;{&EskFVva5&DXY_KV-auONt z87LNa3Bow{l}iVw2+$`zoN!%f0!!OX&haHQV`gJ|&fbe1*b%cZ{Ga|gsCV*s?`4*P z)KW#(Q39(AN|qlr z$}#rMo>@2TdGPm*KHlLn1~c(xuD-!hxc2i;zjI6p_6NZN^h zty2P1j)k>X3-rUhqv(>HS38V+G%pMOVhDxQutid*5l}OfYWO5|u|fN#$j1>SD2smT zy6q4jjx35fl>A`9igPT|NfP5YmbPp-(47TKVs{nv#>=MhvM392`Kgl$kl1&ySSS7?(!A{#|5H^6 zv$DR{TIRtxs8AOYk*o(~J$k?R|Eyr(U$VZZgcqzt=VaF%orMDGfVArt?GhTF z8n1<)S16wY6)89y=GCj$un)$BM_(J9SI5+5?q7DfHaPM$#eAqP0LS)goeBS}g0V0q za+Y2JUN;;`V~z@kBCX=K;Uoc|(5^LyReyxGVA+Q5&1mT3w6C5v^~JdpLK6Im-(ZeD zU$yNG1-kdTm_RTa%q@)FH0VB#6OoVhI=Eed)~mZoT*^Z@rf~7C-HHj!>Stb>ss9C= zNl)pzK1gDp)WHxMQXh=*-1OLeLmG?KRc@OIIl=rHnePENs$ih}jr5x5C=9b$*ZK!% zK^k8GH&ZDIXDlOT!k$J!q;{oi{rD{$9f+tUF@?a`f0R16_pdOe(zruTaW9e$bWfX$ zFCe+^&?p!0K^SE|B0-gVhtw54;v)`67)-mhWDzd}vvk=(+DSst|3-VYg}n?Z(pS5* z^NwTx50|`z9d=M>$uJ?68jp>!2P1rEcH+>lz|#)>bugR3)0RKq4I&5 zz;fL-_Xd!ffBf52EX3?#u{?(LpTK=O(LwKv$d(r`nu^`*0LqU)Ye)5NU~>FVkZq9gU5xb4*x=k@?cv>)=JVc$Ol)53;SSH<^`*I6~oQWXXy;+~V09bGv2WXkN9 zF$4CoFjw>_SHW~&dCu78CNzl0mo2p1gVxLwLLr06&{&eem&0-rNrvNb$8H#6uT_A? z^xp-j?RO~r{OB<*-BY_oVZR1*V{^|r`F~*1gz(##R1IvaRl9RlI4Ao_D zj%K?ckv{-83Dx$J&+TxzMQ!8S_BRBEQ~ShKd}l;M(U(%z4+oMD5{q2#q5D|AE|)qMR~h9i$oQSRCRj;CI*U*g>dt+e9W zAGZ8&IQw#utG^-6HP0uV*&7SPZTmy$DLJ5^eWD~@kBgo427la%hIJ4n=pTg z@;&(bcIb7#qWUkW8M9Bj91PzPi&Z_^p#zdvu|IaFL9#_31eAUclfGs|q!)Ue%d)o; zCSBF#gfjfMIEPE*vGG12=TImwY}#?wW2$2Hzi}ul+@-$shHdMDq{5qQD)Vu#Vg4qR}3 znr_~bO{AH4^YV1?69ypkMrK-A^i9}Uj~c__Se`>dc{N1(&F_@g>+3ju%#&R;XcD_bdeYTN=aK3!9hVVO zfdeGF``ia3aY{p&F6Y!w99Vw!eg9(-Sl#Ey@$pkK%sS{jN($S9eGiL*63=-P=`0Jh z_6t41{;JrY^q$Y4^>d(U>Fwh%Wwa(ySGbKxo1y60-k6PKCIJu1-_JzGn~6#cF27;+ z1E20!`GKwcDNk~LY=QNEgJjtc9|LOCyQ|SAwb<-1xvKxX1|~Rt;#{VJF=$h{U`*5k z$ho(UagJ_1cO6eTjFu`03=31&tQzm)4CQt5-XEJV@?F+1{c<-J`n(uPxY9?U$$R|h z&UH(ibgbynNZW>#-?W~L8+p)h-f|$;?htk@W(5u{`og5?t?7dwJYcq2eqYH~U096` z8QnY0gVdXTTE}r4&qoj4E&9`*frB_N_{e*J*AXX_ zQ$w$*)ZoHn7v)7Z4_sNNBxhbjq?Yec3u{Y-$)s(!TfDYB?77^5`~JST_F&d@{dfW{ ze{fCK+gU|mwxjg4Hf(>$(}hb94>r12D#H5qkmJrK zMbP#*#Q#%bJ1&&i6gl=ZV(*>KllFo|P!XIpcc$|KbnbF8kJfU>QNP$>YU(~5)!Gnt zxo`{n^!<{oy^Nu;>~NJ6V+xGeI2nik7YpXybh{Ye&EP~+d4p4UC{lI49Qjq}3Jd-x zxGq`7!tA><&s@$|;evQuhmEruO#e_nH@2yRy^%6Jb}GeC|KKc{>mx0;{cGct+f$D7 z-ybYCa1|1^S#D~{?gJPNpB2#ksDgFFmoE$tJb~YQ^Ity+?SueRK&-#k;pKkrUkW%k zG*)i?y&T)DPsVX?60s#xKrQ;y5cZuhEn3^7h2`Ad$uT7XunaHMw{I4}z^w^;(TwW< zpOcrh-{`{DI-o}^haFCxiE;4x9Eh!Nck_G3e!}@yrdOFW`*ERy{~70MFOepiGB0VE z41K4}0%{*`K#CfUEblD2qbiw*bi!FVI};BjX=>~hn5&ZzYi`ku&Y z`xTynaqZyr-*;6Xbs|Bs^cj>qbKay|Cmdq4K(c^-TJ{Qf_$`BS`rWwin-18?2h#x%E zB$cFbIPuaE^`KiwDV<3Y`ELS7y^rmxrZnElE!~G-SR#p0 zk9zRPB>LX9oJ=%ofrT1Ar+52@V5BBRaL)rSESC=Y?H%n6Lw_}dtnTyU5{Xyr$rc@u zR(n4D^ScP67B7h>jVGax>?xQ8fz z^c#2-w-wu>_7@tCerNb`O$^9|duC#*8)5Lx!-X#j_i?&ArzE(xoIrcxVTs!JVjQvk z%fIV!Ds(ZwShr)Jx_+A8W@qD5#~~s;gNU0CbSKqdV%@CtN{XLhj6yZ$5A8_iE*!YU&e`jsuMIZ zCvl~;<3j&`PjKue*M%ziN77WHoX=|SDuykHb zY+v{SkhRl>luyXvoHM8>RExnH@z!{X(+6Bw3W#6$BLnlFL&F`Xb#Sn#*WGrVk3hvD z@bqx2DRd_?EncuNLvrU>c}ANdPUJSxu%$l6TB|43gzx zrMHG)=95mnk=#5CKe%;#Xx1MlF1tRXzoLf&?|z;z|0oIlCmZic5=bywv_s?8MOLi; z{^0E~>scUbWGC&voP-sem!y8*bOU1H;k|#tMWE@N<8iUdBpkBMq0ImEg;hGDNwY^9 z3{=ykoVNDJ_{Q**WD?(`(h6c>2@`*6U<=ra!)=fkQV2D&KIrT zOh%%}n+T?{P@MDG`>HVf77qLpE4Sc_#6AWiHjeZv0&VGz;_HEQxXKfEyGU;i2NYS? zW%s0DQ$BmgrqV2|bx+uFSV?2=VY-`~GRin@?7ypU&wiMA8DHx8;~tX2IHGAy_QGuS z;a$Bw46w5KLo%@PICcl=X0xfQL&ue?0|6hWq1%>m?nVR>Xs$lCNv3*=6oc%=ma%4N zu-4O9zIzb|-+m0Vk8Xv9`pCQDFJEEU+@0L20T?E;ExwNo*r{=5cfI0eM=B10hLG zh-1bDdwz63(q9zAO?7|vBf{I>X%|=3coCp~e%kQ1SR|}Jj*A%oCkx9tzrNm-je-Ru zo~DfzS6nFKry3oR1j>Umz1(8M&~L@W`L`_-*NndHHPzof|Aoo?4(ykJ;1_sM;j=T$ z&u8Ul&`dzvjf-A;%Br9ve0n0$cN#0sqLv~z_ffi-kJi3d| zMDYjCZdqS5xV;}p%z?_o*ilT2LdAz0YqeS5&W1*gxH6dkhQf))1O1b*wm6RzOlQrAEKQ`vxwZ`e!NA{rpJJVa^>&?u3S7ZJZ=1pxcdOsP>`k2H$vM0B#|q}t zBW@`EONLeZZ%@AMQ^j8HbX92wIcQb!%ban(1hGs*^~!X%(EXz?QtlER4kbRO(PBLd z6w=~G=NS{|-YwZPzt#zp_wUc1Tu;NHqciv3unO{=E%f#7PO0p&|!$OsBRk z`?s{s!>oz?UPE&*BE$1F^fe8V_xHUhjWov%9{L)8;w3Ed-m5r@w_)p$`)j7)b4axH zxvu$V+piwIPusOD1+9UHug8{8;keDprJlfhIF)_E>Fjwe4BbhS*7&{?deS`luX4HK zL`(hJZjNxwSIq%^Pl@rQUIjO>m2Ht{f^_A2B}mZuLD`sv-nzeFHV|{ z&|h|oLXv%_I(}NOVuO|E8h%{e6i-iam9TWdXkrLFthyEjgc@++wC8A zW?%@$4l|FwJ^UTgXYPcvNHxQ(>+qE~`)e^{XJK=^QxUFtq}NF$oR+4uv8cRx^A*lk zUZi_l6NThgKbs##G6JcI<+gtNTbRx8P|a?Bh*i%wC%&9ufhm)xy82Y-aG=L+eWXAH zNumE1iZ0Ouv9r|dXsjD%J+hptI%f!DRM|q;tF2(MINIfm{!Z*?U(g+Td1RaCx|TSu zd0TyeurJVbn!Syn-2|!+_k~UJjd7r5wz*vC5-i6= zaZPA8Kp*`>PIXykXj)vGyZ7`B))QV)#~SktJZp`Azk}4Ll z22!T&)dQW6U~nO5|IV5T9E`DC6sP}=Th*3?zW5^O0ITp}gK?N}GqdnNqK$I_pVnWh z|A&)NGmUp{n&F_pk&vt9a#+Vt)A#m>IJT%nURd9`4?i!WuL{=?&RiQ@W!@1>pxeQD z=9K;^9Q0xhT6}U4X6&-PQbQH7W}-9V(d{khBs(!vF12IrUHf+n##@k7sLm&2TYwwO zx?^$;Qm`cbcP;(kP8dJs5cacaQJSjo>cG=pBdmer?=Kg<1Y({SgS3M^tP@V0b=v(8 z24+haB<*6bAwlmr2E3u3i{@%wNdY>jRzHu8fbnN}%4R zizB1S1-c1Geo77g2dy~~i$MB~VN)fpu7?z`?Sf%pMPM~_a4Y{dt73yuTg&>ycPh|B z{xMSj+7pP~=dTOuRlwB4XK2p!56P+maums(Fr4tx-EP+vn6Vs-`CY0+ppp_|UH!Tf ztM&-H93P~DVJc77jIXJGco0D-NcecE1f3ety2Mr?_E=_xXO6v^UbU5f?u1 z{o;dzQ(LB{W~$I6p{V&bB@lZ32}Av>rYnENlcUiu&!VCS^ z7X<`H>9PKGsDew#4j4RQ=BoSb8MYm{c1I;_2p9T9Dojs5fr&}sv&o1s-?X0I_dOMd z>u;%Q>$T$WxxXh_3JtL6v%!>S1OrT+tgT86cqL60M17;(csI-zeoac@i-WoGk>1_9ew!YvpkidhzvhB6^fht1bGNB(bKdx|(TkS2@$IDNed{?Wa}^HY+4l_V z3_KXZbf%%dsl<$;a|$}r9vwdrcLo;s9oQ!R&7t#mJ}xGl+r87+2G=giRh3Pi z#?DnMZ`y5-nlyf0mHgM5z%b8UGAkm7q=V-)(>^dk19Kv0@hcCQEd9-vS$a^K_M|4` zRmLt{&wsvjT1Emxf_1s0V>htBe3PLjm>mWrBd_v(N`n=7!>GB84s7+%Tk3Rf$NnAK z#xKuIK$m4-+L%%uOl=i=$d%^7z?JW}o_S~CxOLhEb*V;(R+fysSZIx%*TvY^;T(+L zuZyjA%*NJhhti5;#i3&dig90 zY}HxQ5Eep8;;_b92W?z8GZv|BNF; z6)g?I;xlN!FxYb^l^atieT;$BsyKShvBEvb7d9q07{;wykhm)T?f4)ONKP?&kIypWo2fdAss@XpJ;IRohSdL^>SPbiMqd z+7mnZKi|J>Q3aF}QGJgC?_>WDPWjZR5}X^caGRlWJ^K>Z=b4%2 zS5IKIqx)wCXnyGdZAR)0gL)9&)>zJ!u3G4l`Lf$ ztg3CAclX>($(2pI=Erut3}W;q$+7NpJAE^;9s%=gme;S00059+&+2$uBs5QYm-J?Gw%$ z3*?3Mn&GPG!+~Gwd^l>u-PBBa4CIN1W(^@hT&i9X+;rTHgU6JP1;1y&dGQR&ecj7Q zerY1$wE7Ju>E7GyyMGsnH>6v#M(@MlCSQ9~p2s+sq37U5JdbtB104q&RAFs|!$wh1 z0_LxY9KHKN5f;_5r61{~Lw)X>Oz}MfIDYX)+%3^O0`&p+V^PkQSk{&J`QU#sNDehi zmOo;Ta|2)S@6G41uwIrJxnd6;o72UW{F&Hd&{HUv^%J(F6};bX9fwz5f}1Qn!oMsGz?%wORJsazuo=o)X?>ne$nv`+5yi%iGx>Xe7D#pAa(hon$teb0N@%%yrdu3Fi+B^d zMSY;bi!D-K;1wiyMb!+L*+WB54ONs~7EGVvSr*RO=6vm2@-i2%;AG&*GpWIHSl|BR z0PVsgP9NF7FSz10Oq@B_Jwvw_vN>|vK3}fK`b^iME3OQ<_4|H8fbbn`ivLy+Ar%hA zM_>D_Br)Qop7!;H^ZPK%LtvL2LonvjNcJ>Gvf)&s(RJG?enh4x&$xSppd-BDr$Ck$ zc0I97eQ~uE25)NretGNzq}?f+RH0(0ze{H^NupZCkKIgUH%Hm@Vj$)()V z6Vr#O&HdG}i(^P8DV*_}lZ1rt;Y5?DHEae4YWMLCoVYI=si@hCoob><#*gK3nQK4i z75ZyHe*I43v&K!F|4w@$(S-qKDX(?6%9*@Xk~vgs9(#V{!& zuXpC49j@v*ul3AW;>ecYqg|~f_)8@uP{GGtnr7w@4p}EaZs@Kb%BCIIXiU;N{o*?g z{G(l#TzZZ}-+Gs4N&jHTu~J9&KO%N%3x(_(41_YR#W-VM6(CBLw)Rxq#=>X2%uIK> zxO5NGIJ7KiZm8ne9bGFi zg&`_xTtKD5KcFQttThBBe8;S#M1f<+GXcHZ^-F}D&EZNMgJCYlUZv~FwYq0 zD_WH3^>uKxT)9o z5vLzry*U1=4oJe>Dovp$k)*j4@$N(k7VI0Ydh|XEgI-PqFuyy;ot1`@ijVTMGUe4Z~t~ zgL%f2?Q@$Db9&5v2J*H#m|MC_u=~2hP1Fd$v<6+(^I17KM@yAdE-C}%y(t9KHEkq* z`NDL#i2-~CUGP+LA&z{PW*y_O!9}*QXqukGP_@+eyfNG#O3b1ZcWu@K*-dNT-3$g8 zZHH6qR^>P_ociRcixtidZ9GpFx(>tQ(_%@<&eBw~30}E0MwlCBkaku6B>t^;wmR$) z4l8v2_L=0{I4B(!Ke+>O?vRfLpSCbA-Z*YSRN%+@=_@LFJ|A&tr`B|z%YH3!5{ISRJ-rhIY2w!kHRpVJ~rZkdv ziJSScwL?4O;T}23O(dz^-qg2Klcr*|wgM-BjoL5KcN+v@jxn08tI!Y!c3u47__YGd zRz2E>;&ZXt*Q{Cn_%f_MYLKUSF9)Ox=2Ll%zoGroTR+#T73|v5O4UGy*c!ZE{61C=CjNfV zzoY&H7xWAga}{>M0D-r@TCNeN2OB=SR1uKuZj9cnB|!e#&9jqB6K0=wh|KNGgteI-m5HY=ba}YI1aLPtSpcAMc~w*`1*#X^)ZH)w|FU|Kf=18%7*G z%x`-7{B@k)ky$sU<_)8V8fy=nbiukOEBT5VBiMFMWl+uXElld#SBfg8;Fx}NetqaA zY&^P=&d22nU2MT=UymHdewVjJT5e9Tp2vG2)!@K(PKixDyhX%6AFW2y#krtRfP72) zVgNK&D!=TCkC$e&SpOxGF1_s`zQ#tJCve*4!@^p{ZJ5aZYIsVN0arfgHwOK1f;HvT zFSEZgU}W8IN$*o6_M6iOoIaR=Ln9QQdnV=3;pIj2?M=t7lTVJ?eow^8h=+nFrm2yX zIoW&8eF2&{*$Qhv`9M#*+R@YLzPMDUZ=rM}4#pFm4vQT)AWd^8#>4fO8IWJ*Y`U<0 z2MXnse|}mav|nKr_H@X{*4EaA7^WonLrlAT?6E!eE$7$mQtAh?(Y2J>VhtdR9br{! z{0A8aDr>C77O|8|?7^(9Jb_y8DnTJs8-ELlt-Xx?jq{xKmxP}6;M~d$8Pm28($oV_ z_rswQXpcB}`{dD7oYA>8^7Byw%+34Jx{2O_L01MNNs=&h*Bm26zrBQm#ow5ZvPa^y zOrvS?{s&m3YdrTp(Hs+|WYT_#uMw!yZD;>UN@7R9v&AWcB_#RmZQEkG4CKq33w(Qd zp(GehGxgkHR_d+=hOA<7<+x1v;k(#Lb=BIah6v*p*i{&D0Q0Y~fBP?>1=fW@O6=!7 zM6rCnYrlU2h4+CtPbNv6B}Xe z&NxB0U&DwY7zWHGWmbO$!}ROPsy}3BSh%1lo6AxJoonsqwO{B%`^8WvnD>JQVL}*# zlNpSkTNf;pn8W6OqYhDuU!v6MXFiydyT>KvfvX}E~woDUAC53wLwaH60u)&mCR z?$#Q{2;($y|6TR&A|(Dh6=qSvk9`bH9CSMbq24j9ihsEX`dU->K72|C-EyPRCiM-5&uM30(6GaN7Oo=t5honJ;#M{JkxiQJlkVPflSEufui`c4 z4uIDGn$6zx&O+1slnJ{=2l(moZe4oq8?-9vowNfTtUUc{{CtBEOtJ{%mVM)f!AgcR zAN;1EKulA&BS;6Q^6Cy4yc5BdwvM04?xN7yOthqh?c6#0bL7}nbIeK{)T8~UiTyz? zvIX-~ILZ?rwCj@yZn640uxqK~!hfIZpB>eP_O__t3q&;}*W&0Izd$hih)9Dk)>iEzLfm)GV)Kb0Zvh2wv}*8;HFR?D>d z3M*90%Gc80y@`VZZUX09Wug0WMULcNYM?l^ZRxm{z*@S4v3Zs(H2(XtznGo^MLFG+ z`=!E2envPbGQWj$yY2`kohZjCXK{F?*ZDK+`*9fZoYYtU!iS`^d%-$YBQR-M zDitY^1FKt#W?jxNV19ToRq)(zBs)B(Hufrp;rct)ONDbd_IEhFKjbRT-?44`nKXif z8xHOx58mT4jqgT_bQ`puZu@Aih`2!d{j=zt33iQ)W#qqg#Q}+}KJwi#Xgwy}?vsO< z&~Uj=S~w3E@&pa-{^{aW^UsG;&*pKi*!u95%riLt^4WjM&7x3k67KpsITq^L@NN1Z z0c;ars$4P90^*OW7Xtr2g5|-NE)RmALuZm#y}4Ekhkpl> z!!Ov9u{it05P2&SVV#`ZD&n$^+ zEbp&Bx@rlfA1)sW&&!9o-##zAbpvsrYkBD)a~Wp6ylWera2(nqm;Q#=d%{4y*y-D(?XlCoO!;0VLP{gW)5dvplY@@ES! zosfjabJuzAC8xpAL@YaP2^EgsdJ{OK;7_0$s$GpAJO#^o7JfR;%CNDgoi}6aG?LOC z#T#oBfRe;^SwG=526~DPtlr-bi3EbmO4UhXQ)NEL+d=uyNqX}gt6Ci`%t zsO9y)^&ag1aWLk-U^BE$brlcgQbVe&q?9*n%X_z??uu>XxMVl7-Y!9rg^1LH?&fL_(UKsPgw?nNm^Tx@)@vH&1|c2 z!dsg5b_Une)6O`$e#hz3_I169XSFDdD(sRW)6l0_iGwZ-I;RV!~uwp7jpFVn;=f5 z%#gWl2h2}}%sr5C!|AUdaxFgcz);xI3zuvmtTeq-ouM-YgNNOsz9fAiP!({51-!Tm zg*BpVzxonj%uTH2&Y~=~t*hNO72|;n$1ADAvdb_hP^{tbW!pc$UmVV;$ivO>CC)mo z!`SJvw^^}29qRe1j8BtkF=fiD>du`G%=59|NcNe4jg?;#rfu7E|FA|q&GinKcFf!; zXdK3Y^R6z*?iaW7>%mbf114!2s`wq%Gna6ol+)C#hzVvNdZrCrkAr5$%8L86flzpP zDlN?~5*zFM=4fveVk_hNZTBc5*8i9Ibo4j{U)skGbjBp$>Y`4d;cz)D?DrK)Ilt{^ z=BmOApGTp0VWO5^K^doC&gSqL(BNG5%Q8LD5NNk+Q>E4Q#3?H-T>&>87`J!L%?%F2 zwahHnYX`nUGOYK9{q4aHdhhd@%bSF2FrhYtj*cls)unPE6kT=$=k zU@^|$4_W9x?+De`rjw0t{)WY!tA~=G+ry}=(u-e>64KNrve~SSov<=;C3&kx2S^(l zN#-8+u-^U0zVO>8u;lVbPo3w_p}^)P`{z4}xR#Qo6J%2YnGHM~a$@grAn9BYN6jS6 zcEuHM_LSqYoRiqy0Y@18bnddwkUlQgDz6Hi;DNq-PF0OQGT6CGs{ynevA^jsv(069 zsOx5_&TT2h(W~#p0*l&km@YHr+MRRQm}s9xpCSiM^b(KkKk`B8m9%xPC)~K@6hD=> zz6K3NTZhv5hp?8~HC{Jv40|6u!yo6^aYSxpn)~q)=>M+NdO@)P*8+PjINNtY4XJ^J zYX4hY8hK`yBT$7?TEEuUWsX9}$Z9da?QvL1K8mq#neg9C?+{;hKQ3HXXsCbMgc%gc z&jh(o(4kwv`#s7Y+olIjamly?;d&LDrOOqV+{#j+i?N3M*@g!uwuzY5uc4FMzdhHn z7jJhr8emz+aPr{NEu@@#>0JGw8YA-GtT#$8Zts(2FY~l8mbCt96JC}fP!YBioSBK( z@OPrwz<~h0d+vEUZ1ek2&O@Fvo9}TX*E1k6^%xduKio(vek4tkv9~hsaWk5Yl~9MO zO+wR}zx;k~W>`|vIwkj^2FV4%+IMu4pjN_T==ao17~p>uoK?ubei^ zQ&U%P@J8*wC{aZi+*S%&YI9u4ZcX*)^#)46%V+}CHg|fb+jomv5NJ;H6btv#BVm7! zpOe=Nl7EYrXYnNhvC&~Oo7w~iS4sklBP`(G+|cr$O=_4Tw6-5R8Hp472ubDl9I?Jp z(c|=!DVSUAY_bydf@z_DPJ3P`K^4kq({lwT)vU$z;}!@IR&E?`g6GOc&)XCzK2ow#A_ z2`TK<%yFv?5OM$Arh->1E<3*BBgY8TcCynK5gd_^WV7ZShDqKJHKZ!{Z9c6% zXq$Zk7lLP!b5ia>o=)wuwrLv_T0i3O3?70qrLrZWZ3nh5JLk6YMnQvsQh?I4bOK%H zJE<0j^_?-BwGsnE#m7kQTn<2n4T#(0)wgxxT{BE{MdP zIzfcfWw@n%`p;3NFzB!~ePXI8fvp{47%0dD6}z+c=?d>fKSlOf`LAiPAeq!!${d5M z45C+qh<4B`!Xz(X6$N7o{LZ^-o3{IoRZNTE16`r>xjYfm5Funy{4IFf&%IPG|EoU& z1Leo-R_ zxnY{_v?|BzB%IUr*b`)b8Yj~mx>tQxpzQGPQ(`%GFq&@kiRG3e^y!#rR2OJMh9 zH<|eUE@%-w;`QIIk3h-xdRCMm4r8_cL7Eo=F=v2yM7FkT+czeum_2*2{_=>!X=)B= zF@+(+RzGPqu=~@?q)KxjOZgWz6{DzvsfF zBCNgVTWLw*zy&qF6OQ5y_(%1mi_mTbn7P^NCA8BS3sdJe|3w;0(?{P}^=}e|1umzX z1q%H@2@Ux5v*{IXImGDIth>Ns{oCh44=zAI;h!2^$OJB?>^>Y6atOx+ncie~^1^b} zSNYJ1FF1QqknTYTBhJqx(H(h~4fCI!Bd!^rLyCmP0(V3(*61tlQc&fGIg<(Ec=rt) zQCthd26yLy9J+sYgliAI-c6G}0YDdLh-yCUWrn>eV( zoFmW%@+(p=9mnhg@2GzGpT`ZB%a@J+ON9~r*1}iGG}yZOa`3XVHBPmtL@_h8H z^e)VOp^i;_d?SH0zoFs2)#dj)8gNeNT{6G%enjS^sU|@=oC>yz>Qc7HMw-yPp#SKg zbw907vFlqP-C=&!cj5>(H=NZ|jtYnFi{56DdvXc%eiM7g%4#qRX~u>5 z7ZM#|MZ)iS^_U=ZU-y4~bYup*UZ2R2xj_X@U*1&B{-A94HAfx1ipH5_m2Mf*Ahd{; zk1w#*K!ZXjnZI!tc5pwus60^s?GyZC)o}+PliIqT>(x&ftSY$VlqQH9T^5ps3U6`# z(MkHD?{+Xz@o_)R{sNc^rMgG<;D?;qQ@%p{mJliS&}UkW9tZUff8G-%fusO$X=&Fn zaJ?Ms#rFL>46M>#e{j_dwjLfM6q?uJY7Ovsex<|B3RRCz$Jbovc5x|bEHOoEJr(Xk!b;qGa$xtXh zrjV87v>Q@x)puQY-G$40#AEr`)sg7B@_K8X7L#HHT+eLfLagDs!cy@L$a(YN?2fPT zSmCbqlKRT_btU;reeZ|SdPw=`#0NiUdurKzS*8-_&URX~E)C*9TJ)KB#su(acVhqD zy$dG46k99H^a06)VeOTJ1kNls?9*yf#*GrP_vXugIQooiTleuP%+WWU56hr}`PH{S zALkwh3ePEp>ulRR_&G&xz*&|+l|jvZntdG#q^rmmlM0|kg~<0x#t+8!MpJ#Z$b|vGdR_o3!gfh36s~-+UHkF zu!hK?|4TL;8(rO^-0p<}(Xf_AFH8oUw3F_;1u{^s|3jJJn zzD1i-Aeix8%#+=%NU^sOsHs+m)w32BPl|nTK)d3Q&oxP?PJhVta={ixpIgp97jVb6 zPv7cVJzwFZP}3zGEU9~qj$DBH8@9{#w$E|SX{yR$_6Dp=NF37(eT5BAmuHS}F#y?1RWknUM;ywp zk_igEg#Ui0-=sOD0&$+dBT{(=!K*W38rAvcAi z&ZlC<@7qDalW)rBlm7wv^qk-1&q>a7a&0le1qR4_*FCRwLWB8~TU%)(l-x1= z8~5rfEZ$XZI-GqEnp*?ey7vEq88FtaIn;&u-*|giEn{I3fsk7F4k&MrOZxBg!>F;D zB&E5#IA1iw6;SIB^XfUThgWToVx%qn6sM6w%c`)iQVWLUzg53DnvZ3Blo(T({iLZC zr+wa@EP=&Uuyk1Pa}Q`iDL3ugBIcMgd^h*p%7&j>Wt45XrwZQL{@TiFE9+cFQP}h{uku!K?$NPoRFqH0ut1tu*}``i7Yo z%(%>$+hmoL2NlJSt*?y#z^)I^e~zStW0`@>w#$FU{?QWAuE!);ZD4DQYW{_zdwawu z9|hnts_$TA-h-2;uNUX#|3V_2J)ueSFwVuz+HuOS!N%gfqan9Aq2%zTYloIU;_34Yx`A+Lspyagg3?Z#aQ@IEeE5pzF|y=qlOi$@BH>V zBsv8XHb<~vst6k2m3-|l%7^7t<$xWIVF9g*DRfapv$^pp>TZ zh>Eem8hz8an~4>a-?opGQBZ|aUq^E-CJ*TF-I=hP${H5ilw7P;MWAbcLU;QNbF*sL~9uX#g;KqF+aS47eXI}M}zo>$Uht!r(C8A}}Y zU!IUMGf0C!@7~kq{&^2%+fzTzdmM+f5iZ_cbPLejG;97+?-~xgVLsc@w+3DNKK!X1 zPQ}sh0vmH}PEdJu2R*_r(e(l{2$;8E-(Bthvz5 zrATRNdMf5Uzx1%d^L^P;2?Guc#>Z5J#sTF&7R^H%Nk~apXnK>!47KmRh>1`}kn-F) z^odF(3{H}mQdiDk>eNmjvDLpg`(RAK=;jLc#{Kw}=%0(5Q|EndCA(r5|8S}BR2%e_ z^Z8XYiXy3=IMIF94vEs*A}%>Q3A7<`#k|||`%%jD@Rf}j41S6c|9w#cC}$n-8lOLj zgoOF4YmS~UR(N`?j=L1cJo*wIE1JSoW&HBGJ2y1-Sg9UW4hDajgchS}Q`S`N2wI5T5jd%KYhJDc`xQ2Ty^^-h}*f$>hv{TJ}5{|`4zhU%60 zhPDCG{?ET5R%hrgJ^Nsd;|`9!Ssn}Uzm9YDdj?aTDA=#)Fibp~Ke(b_8a78A}i zzMthjYzO0uQ&!{?g1Bt`<)((N1A)%;*1HVmUofP_w1aF|2=xPRMtB72vA@3Q_KUdB zIN*4t{XFp&^l4{bcksJFpmV=$7ooQoA`Y|{f7+=F%b5g~1c5!ck?6Lld+i%`v-dLU zyIDc1=FeTno-0XHGkMoeN}q=E2oD|smm;X}e*W}=1Gh9yjo@WEi|xJ{f!7AE+PFFu zNcQ1l$6k%x$+Mjtu+}cN^TMl3u;n`R%v7qGK(p4V@oqi_h%zI$K0mC+q0H1-Z_g|W%e=#%|W%<`w=RwPl z$YtYcH<+@jsgC`^kFjF>>L=EhVO4R%Y4zwP7K?Al%{7(a%-*91i_dH0#FaOs5BAwO zc67|==*cErUEi4{uf-}&oma>3K%@bdsk=X`oDhJyUm^K(7n@*Y$c1#Z=|61$67lkuMwMm0*rtMO&>;21q<~9QTcPK|5*2Ho8|E8V|iHy*T8sJ&&A; z-Fr_%$Ij+AF4t=yI~_lHa0=qM$QF z6)HOo_F$=2h=lGFH|Qjp4&Jrj4|6;Y^d{bCan9_za4Oq=tUX>d#u*?2k*#${B7Jh|J)t?e>5du8v@D>zEKG!V`ejx&m8{GC56p_jXZ=DKVnPVs*@xZ_a_jQxz0q1pD+E)LhH zawP;9ySllq7D5NZPAOg`4d_&8`cS>w6}tYNeBXb15~6lok^1wZ0ZC)FkK$%2kbk!QG|U8JQ5f5L%r`&y zq{K#-`IR5YHg>c5hxfqjn*N8WpKdU$rMKX%b{{AI(Ot?7xd!bFpFf_zSB5`#98N8M zwLSOC$8Iq4_~3ZK)-QI6tJu#UTQDQRDNVal!)*L64jK9aNVN29x zI8EUUG%X*qO4HwoE6hqf&Qx zN9YDB&q9l4wxyiaXWaNvz8tl08JADUic|`)<3`3GP?(KIgxP#TnXLEM2*CZEf>xN=){w@^_yG=Di_oBNglr@O->WG)NA-&ajJthO-Z?D1&13EHNsS&b{M9pWE4&xl z-MasZRm#C^ln$dkO)VB!)H~Y=f5L?ox&z7yVnFt&=(4rygvz*!U7gdMIGa1VTjr1m zjBZSa>h*9!ah`4w`J6kn43nk0#{==NW7ol(Qe`+E*}G2lqy@*H_@|17ac$?I5NR@$ z1IMV}tY4(j$HClOt-Q=ESY5n$u|4}2&NTo%K*GPQXc3${uPPJlDGPOF4Bjc$hhSKmpwItD zbi4PJgKms7V;BQ8T=Kl(zIO32P=#lVMui0T3&+*G|x>hieFH~{0loc z>Hmzuz^O!!>2^mLecbOm@1}q&uQ~+w)GNYJTHgs{EzEHhs0paQfwU`c=ev&s4&W7b-`y@qx)#q8=(GqCaj*7yxXI(% z$2lWP3@3EkpISZ}8Vmzwr@ER8*?}l6u_Z)W#^IexIWd0(VO}eTx+;bPCJBbSoIOtA zlGuUgaST>i6k6VMk5LmyyO%Tz2^%n?z~34#MZtv2Hx$0GR6?ypS;D1+DeRY@VfmZ6 z-M?Q1nQBxGps~?$C-KS#Hd-3LNq!nlps}sJp?kXr#`KbCPM00T_u~Jo^^VnIb3j@y zllm-9gs_{;=mcRib;Bb$wt8Fj?Kh5>p)UU_vrj`Q-Ch>&e? z;aaEJv7=X^@~tDSp11)zy`~>{=kg2()OKzr@O5La_)VQ#73$Fa+%(Dl!x;1*+~T0u zErp2_?=1xOYq2H86xX=yW|nvd=|1<9f~`uasHk>PQL%d

+34QdiA(e;p7Sj)}vzIPW(f4=%x^ zuDk2qZEl`bS`Y>&g0T^$A%0YM67Np9(0~V+<4{bdadYm$g3S z0|Y68NVT{F%+!m#sS>iszVlal#APY48ld^4#s9N3?YW-Dy=ID-CwIqz?D7%&T}BT% zIFEo;tETX8HfNZ0*6e9{Oa|iL&x);&NZ76SQ!}N1H?|A7)b(4PjBaBk;YMp2QcsMe|oH>5|(Hi4K@Ql3S;bVV?$-ZcB-`X&r{8U4Jx zCki8-@>rEPIHjrXJus5t_JL8R?CRD11wbjE>1r5Ggnu#)+9CGMFwjRg$zrvg-^%@c z`Y%2J!OKs1>bxp8gw222wQIXyU%#f!Jz5N9uPi!D4jqL>>r}O0NuoGa7GjkN<47cQ zC>|~{#?>?yt=6?=q_DSMPLaKWsh6+h^gO!-Yjut%vfYA!9QJVEvvp@AC2!V$I{Fi5 ztVQ)>7+SFJw6EIc;0tKqku*fT-D{-8<`jSNek|AQE?f0b!+FkBu7KvRxN-e-g08YN zQXX+leO{Hsk?!)1OS_K{XsqJpuNR~PDL|)CU*$M7h>z>K9~%WqZ1g`D)e}f@+sJ4M zc??}@l9$hGuftcveXk6TCu5^D{mea@2_S*jBaxd~_~*yVQS)S%)^REaREy=j!vqDGj4O^<>ayI9>HGLyKAP=-?k1z4%MUMNNqp9?A5PxbF8Q!7 zp`{W-m<8FcZZN^hSzR}8u^Id!)}E7S_ma8%N?h` zC#|xC8RNu-_dWZ*#bT+;rM>lh-Y|SJ)k;+E6s&x>HGJl)4h(&)Cni6BhVxd3IPtJ4 z4i0K?X?VVaak)i)=6+B3vzEvhanllpiLQ=p9J<)^I${f2@U z`(~S9c;Lnd*?@OAJzYg|A#=b&YPMDN)gdHW=xV>~QNVtW=gqs{t3vxv_4(g@+_+-u z{h#>T12CogpqOZsRa+p1 zEspl4dIYQoj3`k)i(tpR;PLm$K1czozi&-HV6cwfxv}@ZusMe5)| zU(HjFuGYtK$nH?fz_KGu?$YturIQT5Z!hh?Ew72|7JQ`A|I(ms=wQ_e%OdDczQ(s& zEd;&qBbu~-G{CyY`>6}rfk@s@@%3Br#d*)kiKEVO@ay5EvFkH3InK||jB+Dj^+Lq3nb=pDS9)g_a90h9KMvAS0$8?lzeMXzOg8qDPP*^P?|}in zSdl(aEu5H}lGtUl6Nsw+_BcLN2g)6TFjdnkB>#J3OPRNWSsTHF45Ie9U^q&3<+CGn z{9%!?HTVtLH;*5ow1{Jug^_x3w<;F#TuRXHp2m&Rtcw9%)iA5}J?hJ12D%1*Z@a^i zjh$^lT&$t`nC-~VF82Eb4qL}aozNMB5vIR4y5pW<2K~_^&8-J<>O$w_K|y8kU1L%W z*=dN~$3{-7Jl+j+4f(E{WjeU_K5yr>Q~KEJ7)T|T9Sg%H%UV^;7h%}??NL`78tj@} zI7`<%jf3_3_L_Z3f;QbxVn_bE!gS{;sqw4Z-gh&YmFeUeT;-5)`S9y8#AtnMWGkoO zOq%*n*0>NX{S=K^9weOB-+4?w`X#(gpYQs%d<%Qa_U9K_t>UUd!oE#EexU5-D3;gy z3$rKU{CiVGp)5wZY-pb^E-UfTPyTp_)r(R7p0>8I}|& zK7IE$VJ=)kX!(H!c2}*&uk$|xGML`=K5hv;)!jEl{1tK19F7KyL`l=j2Y*Yw{u*M} z8cX=zRm0$n6y0-IcX(goKRG(!g~Ue*%9LZ~m{n}{+dwfL+ojtqR}>v^j;=`bXx>%m zJJH54TJ;x)lfrX5j{ihb=69jx`=!vZTYAl7qa2E6RvGj3FX7yhf^XBuE+EZz)IZqH z*`bgmS36+>_G>HlAD_v`<(V_t-3P0&`NaX7b*dTyt>vD(j~3e?X2+c!ufHCKb+yX! zYtCxe@Z&?7!_{J>oKovHf9eH|x>lK(9Wg>o25QnbJh`T4BF5+U@Rn0Mz16a04cRa+pUfz$;eCvQqmu{hWj{cv?H}Ww zB|~Z2E0)m9K7`*D?AlcR?giqcOOnrxIb1RDaOPS+NuWx!`ciY^1~wSxoKTU~g07D@ z0$Aq0V$HtLc+-_SoTH^-t3O%^9fj{kIC4^OzW-@^E-@E|z8XkcOPz+ns;~sjd?Cn= zWm=Wj3Bfjp<&8|y^RS*#e}+c-2~Jn_*$E58!dm8!Nt3Kf+D# zJC6Om;m@?I6^oLs9Zq(PLupUg$>Ez^P`>x3GlS>?jPeF!xH}zIavruw`51&91l7Yz z=l;P+jRhOyv>uWoCtrv~3gf~9!hc|?pS%sjZydOz+HkRp@!4enX43^Hu_mD_Gpw)3+Blt`x3cWVa;H{FSRZ)5--|MH7BZysgl}NfatR zng%6pbb(1UK|pLe^7TyK0E~U83QaP(fb;t;s6|dX!??{ZLo2&%Tuk=jSL}F=#cu>m z=V~{h_4cd_(NY#j1r^ubE{|c6N#yV$j$hE3eEXd+6B86Cd&{ysyoIDDbCW~qpJ1Ii z%Zz!45iEMM`$-vA!7^LY!>eQNuwq|ByJ%qulgrVyS@q7a98RzK=qW91k`Ja=dn;n4 z+VXx%IxB2i7-fEY8;G+ETbKMrGGKN-_q*xY%eZB6{_IOmM(B7Isr2MI-S&C&mUxyb z4*5k1Cp4&CamwUwo0ziWHowj&`^Is?bh>)4iS{Hex^LbyJNp<`=nA7ZqC>Ims?eWZ zRj#-`^+t*)e-PVib{{kRSc&u3T+U8kaze_v_O|*wC!8B+4>*Fg;NGvS~67X6N)Onng%ZyHkagZjU+6vTy7$RJMkQnunh|3ZO@g`o z%R*UN^59oF;yUIlj6-?xKXZx-u}|fh3r)Bdrg{>6#`oXD<)oij^GzHUJkA?Y%cjB1 z6Hb@+SNUM0=gh6oPRDV$H2;>$j|!ZI@hwL8ESNed_rT0#4u)-Nyl$VLK+I-5%9kHN zpr?K4eT4G^4jUZMefE?V|M>+*iwBls;LV{w^H=YoWpv}kEhhrRzf6C(|IT+9cOK6E z&(;ufG8g$f>13hf``=sBaug&=+%fo8O9Sl;b;qae0Xi)!{pBV#aYTTq`rn;+OfWs; z6v8u!*>Hr_I8Xz+N>cY4QaX|Ht@kmf`6l+?XjPPK9)Rx5uB|igkQ8{Fr95*XSUmC96EIIyR5@;*a|DEvYnBJf0ue3wY)xJ$8EP?Z?w8` zS+O~k=4~BP#Mw0(7_LEi^AF2UCVVitpnl5T{xy&+cSQy>8A0uZ>w^Btd$)NoW$LN( zDz+zcRtnza#rfgZEQ_RhSTmH#{U{j&(>ILTH;@R^c(`daO#{gfjrU)hV}ggOL$WP; zuL#t_&tuLOFv4Ia`FpDJ49*l?aeO)*hc$Gx|C(DVNFr&K-VK$3$*!wo zbh42^V>jzi*fxp9Pn(S-Qxb66!ty|QTOE#H3eO{02x0#y-`uBnYgm(3CcY~46_&($ zlOvA*!os_AGg7S9F#hGe^o3_#u*6z1&8o@)#5kokR*x6Z!_s7uP@s*!{frWrEwW*$ z?9A(dg>(34u%3M7K_?PlAL)O7!vW^^^>4BMcn6rrB6ZTG7fao>i|#v6fUrVur2MxZ zCcNC+Qp*al>57)1ypl6IwtpKQt=YZp%Qt2mGu5C`_~4_4ABSP02?P%;)4a0>2_k{m#NLu$zL(`JJXR^zU%PoV$@XFaUN)Pttj4f|AO^zPJ?f` z5-i+W4>MOppeX(dotqMbiBlg>Jn>?|_Tek>Vm$0npSROQdm3@8gHErWSrRuVriEmO z>0s#k{wpr~=z+p!{7mS{7Ld3dMGwCTz_O>$Ele67!+gKr48wdekXCXJf0U}gxIK)i z=i>`uVSm!=obHDh{C@tdV`LdlKX4s!y=o5&Lad3Qioc;ZFy@>a&psUes+7aN{|U6u z?HTEN%LNThbAG;uxL|_MXVEX~02Hgl5RYpL0%`QWgS5N~IIKpwu#cw*mV|6=w5l_3 zqN(OeL+LUW86>S)PS*f=)KH4v`zuVSan{h^WB_vL{@;^reAp7|H_Vt{0~5)N0q^u~ zVy%z9{$j2jHn6CCI8M)kfWEhEU66rzZLx^n4EARtoK&Dfh~?Ha3t5n&B8oh ziz>Uj215_c?)E>)!lkRLRq~#a(97~~_l_HdnD^_~570-LEz3S{}n8 zKe5}%;fequ4ATBQaOhushD*D>PJhZBfd%`b*`6FJ=n8N0e7m=;-e;PB@n+|ZXbf1Z~OsT%YS44sm&czKwP{?Jnbt!F~pg}nPnx_n70%tZ^k zH}p7YPnSTCdds^PDMm06Kk-eGL<{N9gET@eFX4jPl!;R@4G^nZLtdqN!_bX4_PY-k z;$TF;+~%dHu=>qy#p=8iM(~IgC>TBhlAx*GDXt$d;-7Tn*2!bg$>(!XW>^H5l8+r` zw$Xv8_Mi54lLI(WW0Q14O;DOTPa=fs#w_$VliSM1jbN_gky^zqX`Fi|#ZJ$A0h{?R zJi5_G2kq~u`}Qjxfq~qQMLYJNg#iHr_Fqm?(0b);u}>ZsbPU^0m1ry?srl@goCGSE zI@FnwL^y*Tmg$A<+QryPXU@%L;10_w&ZNKpW#IQCntPa($06cb{8w4EK%5&e;W@9e zACvqJ5OloGphuCyN0adqTqJmL3RiGq`>ewAoO7#K+do)*_p&>IO19&kOw9tces-lX zOX!7uQG@2CB2L`Oa-C(1VTCkJgX;Ys8(>4zyY9g^6I^_J{N^M3H!vx}h@3TDI8HC| z@{fE6khy5g`?F)QFgoIAplmmIe~DdF?~#TvU(=`4JO4nB{x=&dx`PC2*}uNKu6p4- zBe(v6;_o>9;nc11b89eTdR#5m)ESq&gWta3qK6{ZC!{mSy|_NK1Cq>0`O86gL=T=R2rd?L?Wl-!5CGV@XrNB+ZxM*=VP zdPZUDcAZ%jl_@L-q#xORNC(qS{9#k@y^CZYUi|z_97bksp6Lc1$3_v(jHljRIB+M4 z-I~e+2)^MJedW(!?7x1m^{!Xg9@+9z(cv>JM~|NQwo?Qa{Ga)Fym5i4RQ^AYlV_lS zK5>Y(KO2bqCE`{}QJUIA+(nV;A^iFI&CO#-2`TKsZ^FC8VBp2kN5cl(I2?KCygCg7 zc7nru@`4LA5?X(%iMc@6-7@!vUp`RFazO@e#^Id6_yS4m1%Wz-`q9PNSeW_uPbq~$ z##uwH`-<+QMzcW$3y z-c=;Axp?%#8g48$8tyuI9p=?-miN9Dgpp(_2Ch$lQ)W~>^HZ_7c!=9nB=<0;w2|H4 zlcllonPYjXBs;AAQwsZ3!-5mMIiVZj?$CSa+vtd%9?T@vDgad@j-1GEzyIwXlJ}^e zT{Sg>f#criqkKf5nQH51*;_jt|2TR2hDj{eKl{K+?`8($>oolmzAtdqv6*j==r72b z5D=XFe4IeHYi@Vzq5(|Ye)KrSbPu*qTy}d9Bn=6)O8gn7@$gf&?$lnfYRo$zq-wg? z1eTcW{$8CFf?>v1n#+`f(sUleI zOfviK0?8tBE|M<=d{M|9}!hoe`>cSy;!aH9NYX1N|i|N)-m8gq__6HTT5opwZdC#OI0< z5)-bxDK}ezFPhwv_r8cA>CsoSXqvMy$CZ^`7yJ%_Hk~%o)RS=TQi9C=@4N9gdDA3l zFBw~XxiagDSf#1rVow+a-^EeoV_KmCa!@o7^x)F)x-`wxfzTs?#?UZh&&$-Mi4~nB zR^mVfc4(YGQ`zi;8hczj7XkxYwqJ$etX`LSSw-bfE!_8lZ1 z)2=9avVXg8BCDRZuj0VE^+l<_TF^GEuXcBU9mlc;YNs-Mu->6|_rPyn7!Vc-?6zx@ zrrMdOK(iza4WovskBhlsLC-(en@=9n)8^h!R*C}o_b$z|q?g$AS}uZDPXhkXvy9h2 z;=}@)n7stUZWv1a`SDimKCI0ZxvQg+i5P>p6^-sPkSU2pTQ8`ZzX;f&KQGSyFD z;P4xM-ORf{aqBT{@rlRzB}cXJhp%8k|5Nf}8b3CNx({FflLDi|yXQx9261MUp84pz zUqGhe(O~1e2=TjzM_(v>feHU<8C#Z3Y@R;Hqtasqi+bLDyBo@|`}oLA%~~RmhR*n? zTy4g>6;4W=?lNrI+#!2MBx1fh9iwJ%4gOOqIU^Xfi36YhONy|&kIlSSm%pCR!L29n zY#sunxbb5ZOR+y zJQ)8cD0~-^+zHE{#XPWcTAsy3_yROvPI@g7+J3e%a=qvGF# zFmHcNFY(e0jC;RUeHQ%=2CCk1741obto5QI&hc8T54!d|W#ujUzAs~6no7bMOAqlj zeKR1(-o|@J+_3J{HOr`wN*wu^kur;>!8Fd@_iDBz6k@29Ks~E$V zep{y13i4v#on3gH0c}?lp1gGL#6cfRZbFYe6#NSrJ6Fz$J?SOH{k@t7o`apOR2IxZ+2xW!Z24y)0%nHd^kP_?#qFC{S+%PxME zaM;g%4o7aRF1I+FVT$9c>0_?r(0cT4 zz<|;ckoW0_y;Wy{z6T-JSzLX%{=S{1ewP$>CV1RDvpu&DZ*>a$14l5L@Nz5u#uRk* z-aTijzs<>Qto7+MrC5>f`);1J4l6G;DlF-huw<%6DZVEYdg<<7=M9m<^!o=3hc=#K zQ?{4ZlN4qgmn%5uvF|AMbsu8QQtFnb2G^!3t165-moiE`RuADq5+*t7@1fu8#P8Vp zQRtg=S3ULS5cXBh^`xa(A(=E`#Ye*hWm%#<@fqy+?%lz~*C%RmaHiPafyWOD>-Z1z zNliolYo&KV{bVGcoBUMWe*l(lk@#4eD7f-osFPAQ4E3u63SOEGm||Xc+(5(^X38ew zj^Ad+F4jwfvB!_%(5}#tJtO_Fcq%5pUG^08XsapBO)TP!V6$&y?+aKcW64lhm%#}l z4Bvm`i#rkT0?YF##o`Kk;(qNf_1QJrEH*fh9NQK8mom z!+7cQ7`FKy7(ZGnqvHBfnu@KB;Ynj9k_xv%GFkoth4cAySBIN0A+C7q={HSmc9VE1 zX1@>n{r>%8SZTo$3LS=x{lksC>^p*>G5L9m!lU!pp%zHAaTUPLw^f;8SB>mz) zAv<4f?Z(OOKȧ+aB^f%5rkDUPZib33;D!w4)kje@VbtjCy{-T*N$pa~tkG1)R zXpp>+>YI2j5!b9^7u_~LLpQgA`c3<8tULcI;PFxr%-OAaa;^#xXye~TExXxb^fB(4 zZwJPq_p`-+%xk(pDl@xdazPX4<{$nobSXiSw&V`7jV1PTU0Sib{T63WMG9QCh{RM@ zGlQ0q78tJHTX%V02?h-%Kbl1y#x4g&wI<$wh(+?RSYLVIpip8s`<-7fX=QqV&D|Tu z({{7`R{4a@`8Rm(O5cTnV)xg5Qx!M``2nHB1<+BrV_5674N{CbNTpIg3Dhi7$$?H4 zSdaBG!3=2xYT~5!e~<4#k!E#JSmzo}tQ9yG(lZ13G9>Tv>%p>QoouJ=z8J|c1~%^u zr2JrP6%1pBflQu*ibEXG?Ob=&+mQ|1csWdU7`FTSMDG0_`8ufW%_;j(B?kk8tS9%| z{>9=?7ucfAZ^6pi^;koJRjfj%wn}X=>EhLG{s?c#?tY4$848Z8qK9Cbu6cv))N_pSAfHQA;KPM+n{_>%eYnBIJZL~M0pjL- zdLHjvB<-m(=nS`k3VV9FeZFHzl6|huw0RPUC!WY9JIcXeS>&E$k4mw8$;I@C^*Yuc zo%+RgiG-W4gi^i*jN;+}5e_eL18B8dFM7Q8569^^J3P0&kfb8{z0Us)4uow@E00TK za#f4R-=F`%J3Dq-hH4{NJ!}yYx*3k6zG23P=7zC}SZVtyYnwNBXEg}4mcj@931+q@ z&tNmoyL~^61S}qsu%;rEZF@_5O8WU9IBsD2`t0aC=wp{nFuAh}$R8e)nH63DdBR(A zj#(AzLv71-uD!+e>v}vlCuFffIw#5{G8_qKAAd@jE5WXFTddJXYGLxT$-WQb-7tKy zn>Ds&2vH#Go8w3V%mp1x-0QRh<~IX>^<37+9)JI%4<*H6KJ@`@&)X85y?kJ0P{SNn zn=AiZtgFI`b)NpDRWc4f(2lU+RmJ76i(g&t&tjW-@BzzpDeP8`zS0)5J(q)a=dDaw zvFR+=PpTV!(97Aq_tT#&C>RRf^3l%%;*QG4YhpgoUSjmt&X*C$M;@E)_~Q$GGeVh< zpLO8!*^mP}6gqIjzroa@;5PJKIFLK5d>F^$c2}QtEP!;g#2o#*DlkrUE1>CB7K~RV z9~aW$#U5Q=R^e~LKq{{MJaI-G`@2pO-L~D%UkyR!&_tNCRvNqIW&p)m z4dG)78c;7p?GnEf083xj6NVM<<5qA5BQL2A=FRy7xqF46(yHjnZZN?X5vB-*zONXS z^XtL+ow`U0cIk^w?Sm12GXve_0BBB;W>UH)f-3_2!CxnXU|qX)ja6p`zbJRySl`_V zElO!gbWwkiC?BmXw4LjHjl$io9^;U@=gsN#HwrMehnwRjeK^FnsB#CIYT(GQdWnHG zGfa6rru?T{h(xE>2lV;-a8rpu!#&N3!vp5jEvH(bkG}5Z*exWKmg|Pj75ClPdjUHJue|5HY=&*3 zTEz3ACvpCSY98I4c%1R@=Ggjr0!Kw+?qtf?;4BBXkeY`N5Dg}$-sE0^o)$m-&xMQN zFYUSM!&Z#MQf(}4R)+cH6QVB$!eF-O-*Vg2MI5$Kb{2WRjD$BvKOSrB15cwZi^mG? zI9&SVNY}n~7>~L3leO9hM@`f@)!(z@`ps&giI+;)Netw73Ce)FJnyKBeP^*pK~O0* zXaO5?qeQ)BIDnLkshcNtah+lGmf&hS_KH}sCoRzdS;#gkC|i-d{#;0cxC8vxpMrBWEsr!-%F|~v`1%k5M^IZz+$dgn^amw z93Q>V@sN)Z8~%vBlRy6x=QQi>EjrFYzG?}Lc|@@^b;jPEb%!X>o^q5aNc0Z&e*fX= zd0P;=)v067FNQ(~^JQmG0xyLA{mt!begl^yGh80T1!7Go=i7@l#xU~AWoA&|DvWAc zZ&60;u(gKfX2}){G`RUH>+V~EcFm%(#LLv!do=DXJy{M${@HR8e=)+A-J09bIUO7{ z;U3}OaK_1A8heAV>642V=8eZh$h65Vc&$k@z!MP7F zWWbgUh*cDB51&OC4KYqDt6+h})3=viDeFR4=>uO25((a1Ludkh%bmC#k`CQWd=6gVK`H!%st%rqAU+sF> z5C#EmNpz+I{cl-}!R%~xozWFL@%c`WKIwmAUJzEiu~?+n5S z``Gl3+a7 z?>`~M9XR&xRuk=8e;Ba-{`WpN7f=E(?m64Xij-F_mj0qMF#Vsnty?E6&fM{-Eq9#3 zT5DQjSnGDaPN{opB^-k#lh)(XU2Z@r|B&$SIUkHKNPO7ry$dMEc9cU_0T=nN1nE8H z#?E^kM;;x%22;maeo9Sm`-_vx+V!{0NF2LZ{6umR^HNWy_uyxkR$69v*g=G;-RBi) z85fXzc+;q-H3OPOe~MH#|H3}HiE6qx=|BjX`ptbp2g%F>OamALi_0hV;%}D2f|3~( zalbK+Pq%+0ybwn+FL!mF@^@S{4AB%n6@g>FNpkn4Lt!aar|oe<3JmnbuCS)|K+}u@ zqlt<;Ht}6mJ9MfI`&p!h7^(l_>_!vyS6KllJdklygen^s49g1( zjdtH;UK}(nvbqI?)t^UPy~vszdKhOPtw9MV zKeWz1iEA>ui+ySPUrovI!D?5yMa~2rEcVUP*uwx)EIu0rQ;)z3%W)s?fHzR7yT$#< z_7;I^b4KPsMpM7^X_CZTAk0U>BK*Ps73yn!l>= z-{SnY-MNpq<=(qXmS1qe zEM$O_X9yeS2H}OdBv7Is*nX=qLE=-L`vU3fkoe>5g6-f z(EXq9?#z-#pe!7y@coxUpgruX{={%M#N_;(SALt1lap*Iqt=T+>{fGMlw*S7GcSq- zi~#4pq-@<&_r>uT+bEvk02qJ$-!EPTH6VUgVjlk+0u-Nn$^vg3pwLHlzn~@~j%kD% z-r_IA$!~d=V@JQ^xbMHEV$DNPAm(Exs(u%`cPtzVI&}iue*LHEchMdTr~0Z7dxYYo z7mxb%&Y#$QhPIi3yB;ar78Uo!048YtWVyx>CY6IdGHxwE-}%7T@g{$ufohLOtg#lX zM)X{fW>5i&g=9Z@;2gB6XC}mK#^V@gwVk+NBed8Wv1%1$LA<^AM#i6Z?5s-a)_qBZ z6>{Fff*-}PgN9mfP;|RT*Yq7;JB34c?Y(hPPJd}?JO2Gt&)i{=(c;4MmOxmbl?eP~ z7$;5jUeBbO?hDLujHdd+3+Pc-i^_YTjJ{{&IkSI@LBTCiu@`E`VRmBk!|U50af*lM zUDUV#{}&*-n(<6BjwEDht^a%sBl~SHmD73QWb4?1Lvkc8Yvi1LEtHAnLX(ysgoc6i z*-XyhcxBwh5A}HyJY`K?CMxMAbb24#z;={XDDoQgRhKrRm5fN=`??| zF+>GbqTfPeXKkT{VX-UZgA5Sk;%8#QlVMu;u@L`Y3k>LZzTtS?4t@U&bA1A1(D!}C zjO1k|SpNEO{*9#?HXL-YsdV`W1%jWRbUUgb>8n7xQWpbu95ADMpSw<=R(|wr_(>TI z9`kPB9TJP3H~SmXSpN{{H$U0mwV%Rf{cn$GxH6GwX(P%^D~mlg&6$E9>5yFYBm7~R z2F_cot+Ljw0!3G%yJ$BTR6LZ{(b#t%2B!Xv7>5O8r@)aA9ZDVadNs*b%5xK_t8?ml zZ|s1ymFn;ZdMenOoMA1;mI(6+O)~1&I&rEm*%Oirfq023rn2fet}T64F@3%TE=?YP zE96h%n$kY|wk=DTX=(tE%$GPq+0W4QF;F zN$eYZ3R@Y*A5M@sq9|s0(iQSMhpK*nbrSD%fy^do&wHnhkscsxC z6J~0%dyR7^|4Yw%>y7pHnZIh3hJmPLzs%*DiiBMozgSDm33MifAGmV;Vf6RN%mrgL zoI7+QOO^8wE|oN0za@AAmop6S2kKA4z`x6#nm7jJd=H7v(^gP#IQFZ7ERV!{$8T0p zkK_6?)|tTc^)tmFn0hsx&UU$Fu0?xRN z6+PZ!f~LMVKX@bG;A(0;?`MW(Bnk3yd{G*Ni6Svu7A+^7y!+|5@F{iZ%(UOZ@<N-hJ$);#-*veNYN%~hBeJXhi7yzMt3Y?Qr+wqQXfUs&}13M_J)c<^QA zWBDC7SMwHgTu~QJsXq7#CWfL#J~rxMC%1_G+LtyQFqFT|@ZTu(*VhkT+5HL{BXW31 z9qrJ4KD+Pbi91N?9hAGbz>ZCuv~Kl(OmTjod$pQ75eBL__huJZVa(l+jltgDkmdH> zQY2WKI-P%^ayX4fm_MPzWb&&`avjHwG&f6CAiy)D{ z`OAfFf6Ql6FvvONizUfB|Giv4j^v%}5krxY&}EZL{bRoa{>Xp#-q1k>^VpSIoKJGX ztGBk|vVx14BYiDtPpZkjWobIQIPBg z(g?j_1y`08Z{jk&cNx>EGtj2>;o=1wEgW;XJ6>>M1pK<6pAux3#X0}Sl^c^BSnRUr z;+Ied+}Pb2EfM?}rWyP18L7X=ncP6CpFC$^z_L)4J=OzfPizUupIyZ|olDli2~+S> zUil8)1qmQuIbEu_j~+%7lBP?>Kfrj~&Xil`$=K)eW23% zL0|Vw#W~qN0?lLkq$vw)TsRWcEudm(p-3uFA=A^yi zt)N#Suit%+1C})Q8~t;(g~3zSPh+Y#vGQ#jZS#-Mxb7;b_A<^Mi?t^Q90K2LbDn@^ zJk>WGdRJC(aW)tzkg@SHlNTG!v*s_-F2Veu_{z7qr_dHg-ly^8F3jq|{T%aF=$A1| zyEt6}Gv}D9%|+L6NLwN~_KQ5$PTJ2VsQ!Yjz?xort9mSn*q>FQze}3hcE`#2{jxZJ zKK>Y+eIxp?nah9JGQ)@r#r7iv&UeaPt;TO;5A&m$a8;# zPY;*91EmHoCSu8~-SsomnlME(dh}94HujAys#D#W#B2_MwA_Fwm@NCc$8%5nwr4!N z-!WE?MT<5~%(|ChBlWmm_mR7}q~vvwF?$2+rCwS7eV&0$7gzqAcryy*9OGBwH1tr+ zUU;Rt&l=~I1%p|db#Z2p!|B*T9+-O@CKLDT8xGG{8o#J1#@4MB$wYz;4yDr_>fpTu zvw3myUOkFH%F8+B{8SJ~+CLl%c@*JI#MPauE&vNO4OeZbPC&bO80iIk5zqs}Crxti z*u94Ssx5UlQWLK7FpQb>4#5Da!Jy>6JG35tdc-+Y02V{FkBgSoU>&623-Q?Qr^5-k zC;C{hw_z|zL6sht9?m&3kdtuuEV(aBgB9oZhCI(z7)0{%H_?VUUO2HMfL4}b1VlzU zs?XK)Fu!8x?fESiH{)NsX|ikl|9^Lm9>ULH@V@xPCp53IW`T}k+M9-z+?D;YWv_>d6bUW71S9F@K`Qx3E_%rk=d(6V!WUM%{jNm_Q%?{Lud> zIuCy;-#3n%i6SLJR)tbZeN`%P87ZX{MH*5GQHf+lRutKlq>#P$&bp4h_ul8&+d203 z^ZN(Rx$oz>?$77_KCkn79^=?081@i*s?s5YQzY>hqg;>LcMYP z%WdCQyg{Yb=#AZBR67s3Rk;u`&O_c{9z06*~e>Y@E7!1I3{8 z{pP$z@khWGnH}PcG)QQjb>3L5#WIRSU!`vVChMKsnxqJsd0QbTRoY6cJm?< zW2grk*gSCX;+_wK-wX*MBs*g&(A+mX4qBiT9cZ&4}Li z?V#5&huI>_T4Ci7oQ#^zaKAx^lR}=wzFQ2~)U)bGJ@y%b?~6>wy!efOl_yhoO-YP+M39!G*ToDK~0LeWcNk1ydE^f>=_agbjW z7oV04T7A8P%SG=`{Ol_wP~YrQymrVJhsSpj);pi!qN8))(3csUJx5n&07F2$zb)j4 z16h&JXk4YRhJI1+_T4F5;L(>3**^mHN2NYyp5D$^G3KSbt9(F?^kVOzQ-kS(!#8_3 z^s&X__1E>TZ@7H)pf8HV!pi!&yCZ~jnH>kZ-7jt|z?9MRD9^KRa8fUX)VSUIgRiNd z1O>X_kaw0f^NzPL=juK^S=BIIW_31wEIx)*a74x zi^n@+?V#N+kT>KGCw3VsMyp9$K>N_7Ay;`B78x?!`0v&wYtxDmhSlZ%lL^L z%7x{i2f;$Vys*yobkK#}8v>TR&7O`c;?iNhos$$7XnqoM{&`Xnkk2T+Zu_f*t;)+^ zq$7<-A$kiEA?|8uEhS=r3MYfM+iG;Gh^Q@k7Ku+1E<#R3aAYr2-$`- z0GZXZ(Z7-g2fot?>m~_e-y|!iW5_*RGR?SD7u1M@esQb;-a&*N&e1IuXJ5n6)FJxQ z6J1bI{@QG-sSZ2q<8FS{d`&FvrBtc7%-zIyCiaYukIEIrWTIrC2hwRXkSqHGTqPqP?GcG6Es-sI6t(->1-a znTd0>NeK(wxBQ3ys6o!Xj`#+C6YRP#GqGmfhLcqaiPFTsIG9x9I=xDSZoTuprfE3@ z>fdj<_@h?|w9g%H2C*H)=QpFz@VuZUQ03phYPip<)hsz`Hjaw z7<$Y)m5~K=^-rY;Zlwt+N8K)J)aXMcU5OGT(24@Bd&|(WZ}!Z3b4Ezqg56`~yiw7kk5%kUw<$S)aQiyO3TR$FJ%{7%du;Cfy9?x$_qPg9XcMRgTjGay z)gsAok2U4uC7=v{F+5fE6DohR`N+%e!00#OZ^H%xFvj9`?*R%Y%${z$svXG(9ZrdU zQ(eyX?_03L?6;U&vv2_z4x%DV=HHc}e!bKucC8dvF9lt)ezT5U zR{kv#N{{ru{T*0~V8OkxfhuHCo|9MY{ z2jn##FONxg0}4aRf~_$ZmMR>$qMIR!i)_9bPrh10{iI{*$JY|*ahR>w%eewOYB~6n zhv~3$ulvG4*It;sJf%i%s051pr*k|`-B8-=Jc`*)%QsWSt=1A(>-!AxTpoa-mhuN zXE%T{@9~5xVFSjdbABCldj~T-g%4Q$v|#zC%C`fXoRCx~<7ilM5&IAQ`si0UE<=>xJAXWxpW*i%rXwEXHLn`JsSR( zRki?aCa<2o$e4k;xKAb>A}?TExy|>nYCp6@sy|a#-i;0ab*Z_@OT+A|0ntZ^7Fa*2 z}tQGu77Pa&VkFdUd9Hdp|*rO#f-l zVgA3XT|-OxP^r}PkSH*WBXp;&6=@Q-{gx)lN|pngd^j96`T3CKA^Y+E^>yf=@4(XmLz~~DDm%e|_NVdL|VWY+j9X@Tg*5N|19G9@+|4lq&l>tqXp!!1jklG}Zr5>SU-U6-XETfIk0q=0RtUkCPd{JUDM{{SQEi1JPk z^U(s#(J%x3}AMXE|T!&%ntmh|poy59l*}UI%N}&0R zsDoL{G_+afeEXRx3InV1TNb_vxRlG%O4uxfCX+(rHmX=$vZl*PWJt#eS}eRDHjMLo zOnc@_>0qHYnU~-EHx8$Uc3CD>;QFUa4_ExXu|6%CV9op+rkj{|Wlvv5!mn#|fn_&f zNrg+Sw@3`CH*_lv%}rrm!7tcjzZ)zl$d5S==)%BCmSxiDJ}}vRf4AgFFCr7wW|xr- zkjIZ-IB)V4;!3WG2Bt^BLhjWoy+4|fatQ7u?#X~IHMW{(cXq&F*qYFZ#9nB9cy_wl z?;;F4TGo`@qk+0)f@4FGBm}iP-szCj#|{Pd;Ls%#m|=2%wiYuD|19oDe^@K-LS#6U>y>wO&Oo#I0o0b6lr=XXXCjSbQj!o!dYZ2Z(wa;yFdI zB_s2A=D|~Fn5>J*`??d_y5{z0_oYCUha7LqpSkk>j49k83L_-!X&itLY7vfG`pW^XA&o>%p`zbWk&=@Q|Mj6$cCF?adbGc4#IvBsRi` ziaKZfoF$ZBej=Y}(~WZn-xS`MyoO|c&YjKFHb_3ZaPPkyXCPOe(k%Jt2BSxW1_MfW zW4|VgSh>|67%ZoLnUY|Si}%b}6%zB260`fT(+w{iO+0*dwPc&0i>DqOHm8SqukWui zBb#yHPfzD_D{C0vRQ|{8@eo(_y59)94MBAfeO}RDDxA9?cGcwY*miFI`md4g|L65} zQG~ZBOq;1cw2I4tC3<1=k)vZ+o>+0@zIiU>Y5s=%|K!WhT=JlCKlOjJyI62e z@xOj~C21gSJ{-~_F5>U%@!Tk?Raif%I#KHvgM-5gogb1)pibU8!A*JxENhuvc%&bT zvxg1ox`yw=Rxy!oklO?rm8S!O;y>UP2QF*nMq~Zu&on$mFQIyJ{L1;=-Y&dr;?N3v?=ed+uiIOxQ1H@xvZwjI-W*0MthCSrF9 zPYjkpPkFKizW4>h30t{#nfC}gs>kbZUrvB7O+6|W(@Z15q273V>(aIijZ#?#a(av6OlWZGdzMSk^51QCwkAVpI`5`b z?06SjkB_Sf52Rz8M4nlnQ4KaaEWi6eTP{Ow;gsGG_Z~V!b>6-;&WF@4#hK)r51`?m zwX@!42h55mU2z#@$2NmM{yHQQPDUysvz8r!j(N9!J);RG_}q6lwqJz$D~B3PsCl7s z^~E9S7!w#id{nQ#N*_YEJ_v8oxMO?ey|kB~`C!`nmErzBIxyH|^6Aanov`6i`|hOI z6KEZte&A7|0Q0071?>@CoO_~23jL1`$3x!vOs~dn=f0n^==dL8E7Ysmf5i!FPhHk# zk1d9V{&%uj5l#S5oz;lL#AY#vVU2hhfsxnb%a>6i9nM`o-i*$WZ@e zcpUL263h5a=!EK3Vf<7P*={Er_V*l$3AuF#R_$WBn{hVK(T|c-FHso<2ueg4vKK%}cI- zoq~hf7Y=?@8irwen(iW2OQbMz=Zr*0NLjw8@(nFjC7v<6pMtEPJz|O>8&I7t?f1e*Dd=bm%jd-YO{m?{yQbFewhNsB~ca zXy#>_w(C$AP5=JPJ4aZg*++M8ITC+=nqZKiPRA`)ONXS@eK5ggY~gt|4jLqhX@2{B zVAShx_E|}37}i)b=dd`BO+8;UEQ62Z{1YQJ2}hiU)}r)jP%U1P_&-rsIh zfp7#Qi)lPxm52tPe#gQ;y&aO8&T z)qT4HkhJBX`Sm?BwgoCBMF^5%irvAs%fK6F1)d&#ytK}jmHABObooja+#9;QFEbraFRxqAO-Fm`e1S;N!CCRdT!_+N;|CUV$ zkOo)w^)WHPd`l(Y?Qdo{Uf>xXp>zlv2eTrn2wl+D@$yQwq6&dZHhDRxnGJ_~))y*1 zD`Mo}iye)Jm~r@R%lTXkh3P&`ozat~n5>cg=v8Vsl196|W(JaQW16%0vFu$aeSgWm zbDE4lId+Q#H(rFeRZ-%}qvJSOc#!%eTQ?HvW#+EEjYHBC2ZHWFR+zff{%eN-x9CpeQY-^F_C=qNQRbP^>Tc;Jv2UYJsSLc z1j&+19U1DLIBFnuWZe4>HbqU(?9MHQW-8|49W_JPYH<1xn{7JGM>tey{3^iNQPse) z$xK*!b55wl>NZYTjZ`lA`a`GvlpPEHTwSZvH{SXVwGA2h z8@aDxG5w5ned`BotU26LDBuHqnVGL#Z|GoBhk~))-UC1?j`6hl&mMbYx(}WZjl!8v zA|F2d*25v8YD>qM8&JZ}oO>y%4#u2ndar%nf(~mf|8f0!ToJ+6)c9pw-r^$cAm%{A z=lD>Cx8^W6|DadNRs~bFOG{qbJw|d*>m3fRi_lY;FgtzpD$KS>+MLUJj9Jt_$Q9x7#n=7-hn2hNS+vb?q2 z=8p!9Q4T2KDR%%;udn6(1QsMRmN(OkmO+1AUXy4wBW%i*L344{w*S0nm{R3}0rNC1 zpI=)z4=evpY58IE%?YBEnIVpy4;oJKeuEPoU$4!irNYdcvpz@m+u(HZsr(~>v@k6$ zdf7H32MddY*d0qmF}>l^H@DS!T(m35NPE8%()V%0&Ar7qrEB9AFz^qi3(zNcL>a

5M5Wyp1yyGq`kLD;v#a; zchSh}8HT|W)zHJmuQzdNU$U^okwch}aP@o0M`xJvjE%E%3xkR1H(n7@53$p`Bj{ZN z5vzij0{hPxKyU5DVZ$yz2pkvtP-uHR}$81jHWYFD{Q-c+-c1^Rlc^$C%plPC+#`Zk$T{rWOYQ`ZQ z(*{rRX`~2x-0pZ5gKc60QKkV(1gcMbuNRF?G4oRPi!}Zz{LvHN;`h!0#vZ&ped(@- z4As-!XUz3gfLx{GoSrO&^PdKmTwh+omRi}I+;(MXExw?@dNK})TW?xF_Hbd|K8A>e z!C-7U`?J8L5Pd9) z0$Pl*Fm6%i_4PDdb@yTrrn`vc3_lG7q%C2^-#2qUWeW?({t%kEBw%=>I?vPJ4~M_n ziTJDD#d(PZ4vK;W49lH5m0x`aOAk$~P95nbQ0X&$C}zBb1J*HtkGI!36{9^pb8{J% z-|xS!G1~*}4@Y$$a2Eiml{HdJm>J(PBW!8ay4FHR`H*xlL!k?HR^v^Z(-A0g=R&Y z;cK{DO^(|$T7?UJzAa9(S0P7|_lGs}98lo7gizrw96S_GR)PHOUYb~5q0WY?8uqex zsirU-Y`QSE(1ydROwwgG%~sy$Xw5egkRhu5X$Ve@+q?}p?O&ijy+efZ>|d~Q8K z_Kh(#Q~0S)a5^JdyJoZDuov{WKH1wldjg_s9Gq{2oPn(dOUcCG%Q#K{c<4WG86=IE z+fu?~pfP#o&H7R?^m5Lca;>ppJ(sQdS8Ho1kJ3;o72bga``dL)weSe1Z61>u&iBDsTh#9c`|CLEXG!|c{1R@6U7b3)a0@#=H^>&TnB%!JT~*`<@IWzhKAVOsj>A0VDq zsgQom3QIcm@;;xdaQ;r-Nz0Nq@ccuZbGlL-mUQXobZe{-sB&XP!ugVLCiD2q%ZIs< z91^0+_&Es^%7=5`=BgqgJDQ1Cr}vg-rk-GwnQtM%x2-)Jz-@8_f5o2P?uU32GS zww?l6`@K$hSUPU(P}-C2SU{jV;v>F4)e~llW~Z*7GlAA0?3D@6R&hSsf9&LX27$`5 z<%NJiEzVzJ`}cXDFZ4bV`%k8N3l{2&pi#{QCclU@oT4>`CcSDUulvD}=`(d;Rx}+B#(S81?8Ud4dmp=2PkW7@&jONy{@qV}B~b9?zOEg!IdpZr_$kM7 z5=M^Bgc=AQz~VQF{O>F~VaE5%@f7(J z2iUAd4Ut^kdVF7z@4bOu&AtR#TNKb0{$4e&Kzb2zK`0+j~Y-VOEEx=5wMy zrsRm^W)SZ}f#S(LA|V7PzZHCc-O&Jp&r}NnC-*^*zThH*Qy5O|vaGnBPPZ#&()A?-QTH$q!^(&Kw==A*4{f&r^U-iK?jyzvr0u>cqz`$7?VWI;AA& z&x9LRM_E6R-(ZB()2|wX+|ZHx!*b=vHV4p{6x`S_CD3c|HEkR%!s07|2Q<0wW8te9 zb@`hBv&^$?)Wa)4GJEd&cxfjrsPFPkN{_+DOi}(EyK6Y{iAGCtKpY7Ne$*<9QA68{ zT|K$&x;SGMXVDR$4~;SH?2pBKkrKvm;Ln&eOft%Fx?ItM&6|za?>%LL@z#66TZM|y zT=eVVDTx>$3Z%Y%%TB_f&MU*E!AEe4R$akBEF1@a=G^-7WSKxcKFFt&eIG|`3Od7j zJ&U{W(xjQz|u2VJn0 zz7QJ;Nv96we!CkBQ%x`=EVu)EW{Q1ZUB3!e)3N7*4W2_WZ`z)`%ipn4@vr4?n-Z8C zIdtjdPjMu6J>u=I^u&z+R<8U>iiUQ}BG|Z{dvaq({&?_E6Yp2H;2Z_xMu8FWYFG$jbfQ z<)RH!FD9=@)No?@g@jsquQxc#{s!LQQ=TOt!f!U9*IoBl!TgXjz#c>2kE#WojL zcX^rwK5hVVyFk!GD?uPlb}bt9T4HpVCVg}LCUji=nL9N350@s+k{0;Fa8dD=v%HBs zteteRa?Y%Rh68lZ_E7J_SzE;(GQNQ+Cmn^I+dkV+N-b-2ZQCF3$nl(HUES`xw6l-+ z_9EHvrdeZ|F!l|*4cLG`RPQbSb&1{{=QkuztD4XmhPOZ7EDix&%=)gSa-~8 zRC{*-w8^oJkLFcD4X^GXd*BLEq^jja0(ZjbcUhMA>HUzxqHny+8;t`$ns<$HT?L~5 z`#Y!N`C-P~u)%EdF-}D#-L7j_01{vH70#q)s8wU)p1XY?*Q-L=xaKZH?ZKmQt(uF_ z9Q3cwk*5TSnky~lt@m+JD2Dwfp8+i0kn|aBG$l~~X5fleEF#cSt@Bpii~!={kSLpM zW^D5Q!@MXG0xK7vo>$Enf_9n&iMiOn*e}vj2x*Z8PFLvUt zdgE&-)cn*VFe8bn1`n%M2LoV{oZBt^N*)@hua{m7Erz-N1j9Ba4jAy^lN2u~*v{$3 zvSXZp>jIJ`Tt+fDeJf?Ux4RyOj+jp~4tb#`@$Q*5RSg{JkTsfU{tr@QNg9_JjWHy%BvZbckY>pffkZynmpi(JLB_+fBHl$_nK0qv|gszQ;fIJh3lo;+!T zb&(?RRvo_B_5Pnt%;5vjc;-DUoygwi#FAQ9;clodPIk8!eUFng)APlrMzCiu%^Q!W zD@ay|v!9kXg5}lQe0`5AQEr=YYWTE(_^dV2zpw+7s^s2E2&BqTsg8a*u$KuUxSPKj z=~rQFp;z>z*BNvzaO7f~h=$oK42rR>&e$t*)z9rY8V(kKILs{jP5N&ybl%^nI2v~qD2(4$mz!@uYucK0WO^VL$h{1@xp5fB z5(P>QU(13~Wx)$&KP_SG$d0FbehK2#j*SP79R^sMwQ6Eb`x1wwPx{JUPK7S|{gI-2 zUtsmn9-mLzcOmsZO>u4+5m?!;JzpVa4IO1_HUq3((5*DcJjM7BC%*F#5zgHAnC*SjqmAbA_K8D96p!TS4S?~PvIXnp8s(Xlun zzrDMEr?MkVrtEz_GF$@#-~F;BHu-RCBc%Gz;|T0rJL7vSoePFFA3k7d?USMP;=6gB zOA^y-nrrH2PC%=8sim0l9vD==ApFZP2ZpzHzYrAThvn038D3@KxN<*M+JdbG*MAot ztEx)DFuMben&;H8QS^)!hi3#f^66bGl)H`dMQoa?Q(H2$SNqEeZ<(R;XwvSc8=rAl zrT?L~z#wj2V%R#Oumye3e{=R#bK>GTOd$K4A^Gx%D-~Tg{0QcYeVsZ3WVsMF;i3;v zHhp(U|1JUN8Rv-q5z~>veM;15=OGxQK9zs#RTLB+HWh7OT*FxDY89iB1Z-9-(hjPh z#{L=csq_9p&}@FH^?6V(jD4ElN-Mq!t=%3Q*OgOYeoj4)-l73ko?D#nF<68CWtrjN zYEhV9%(Po-?!}fMuD@T_({b!mjYqqQ5VW2D+U#p94AYShqjiTAko2F0$sQp`m=8MG zA{r@xi$<%T9(GCN`~jLxIR;v&n+tWSqa(n8J3lE)xD;k|{|LSE3xnBcHVr%597uT` zQMaPzgOhA5c_WLxNMs7jqjyk(mBUsa+;4}#V9zA)D@vOTQ!$k|#~wifefQVwW<4wD zCx3+piLPyM~br~wNr@avT;lO9ga-yy^|;L z4CgcVpWJ�!gdEE+g7w5cXR3mrj5cblSJ36=Y?>M5T&uu0V+l&CA9Bf~zp}vdWxk zQLlk{Cwlf<@4V65=<%%<-;dZnEz&ce_Yb<%_Hf^KWXHircX!?Sa|TKcs;XXY{(%*d zU&RX;3Cpr$yX0oRV2=bh-F{aaY`zu3Q;Dm|#(<@RRdmEWSdB9-Dhdih%2T5wc#{G{MXay=@|b}VAkpBa69A=0#FXL| zlc7s=-olms3J@bc-2QugC(eZXxS46~f)zzzD zCtkpUI6v<>@ok^0`+N2;!v=xs!m*@1)ic=N`}5{<{!eI0Z0yyo_hF;1K0}YQcP_45Li?<(NOx*uHa8Y2%nM^oTx_xbf){1X5ORl(2lq zp1Wt~J|ybn)Ov>XMHUYrN%=2Q+BTs#hVD9*+#6iM`aJ37Wf-fO414s_61(g(ea_5U z0r`3w?zH|4L;Is2{A{w7p;y$N3{v1E&`o;2T_$&93rK#pSvn^}UAn?+?R*gy8a4k) zxw^va^ot)q-&7%GJgNHy^FbK&Sg|QNcoK*+=e~V&KLjLp#s<%fd>H=|CGbb$^tNwY zIryx6yB8n1O}0%t!%(Q=k1mCIxV#-f!)1#isro8M-SEsdK1&MAz%lv*i&!Ft>CSvo3st_Tnlf#wRO1lV{o)>=nKH?Eh7g80vETVky&sV~AfZiNZ^rWYXpL)p`O>F3a|)sy_j^AHYviW@4n*tPAA6RBO- zEy|FSK$LBqt4#xE1h=2(z^&dW1qoHtGw{bva zSiSFQkq4OlJ+wiu$_hr=Cp70cR&dr~pxNbP6f6)z2c_x$g96)yN*hUe7-?~vxl$#M zli9rYM|u2lK8V>h+4l<0ouWQ(fBYRT{q&h%uC<2BsP|ew^@%`UeYgL8aU{-&8`8w? zV#kcIdF!GTdzjwmBa~;B4wQ6FTPxoUY?gZD{pM^bG?$!rnVr)D66aHy3LPP=Pa4yc z{`?7xe{4N=-}b6*6IZ1Vlru7P)9u-e%SUn5>ss(g{STPF-M(QhXABGDx;z&xHgIv~ zYuwp}99WKtOBJ);z|x&@?Lu^O5cG@hMf-^!?CZ?$w$!wMhK~G}ZyjZ@I(u^8N{lVe zgg(_43Dp1s7cc{P09)f1{FQ~?Vd=}U|2p`%fXo)1LzJPx&I2QcwKIJ%WR-7DES80l z3AblAI5J?`*<_&aL^ZDOebX2u(E}6xmjaKEWI^i%7dxtQ23UE2=~RksE0FKjuKZSg zB15zAu}I|~lMKz4fA=HKZLg_4{l?<{3^rKS-s^N>#ir1P%I8vvII*PWacKX3m`N24 zs6hjqE|UBBi@F^eZ(kKLkvRy}S*8VqNxJP`oJ!{sDT1k<7<;>^ewY#YC;L*01zW>= zu4^%U$4$3EVZOyDILzgc`u15fbcG69RF-;qaz*X zTn>2#h6!V@Q2_Cv^9x+dIV|m6Fpt>=ik0-QUc(YMi6*cAAN0IkQ<0F~_C^2HJH>Eb zhK7J|+WK-~;wsB=US$@bWSH9iFh79vY0Nr>YK}NpuSg~QUnx>PcL!h_E)x8!Lf+^>Wvf&xD>qMclPRi7`WB`<+s;87?pT_$}^t{ z^V>vwI`YFi?q)9h$8y%B@CTkwn?tL(;AgGVtJDpH3ny6Pvy5@3q&NG&mfsk6 z$b-r%-32FDHrF0?yn@+QlAe-96O4R4<095;0Ho7JYP4K;aiIO)__11U7-QK02zf@n^W^M~X1cj*tlp7MG#rUhWm| z!(Fg!$NJjPe>aZh>+gS?k_96S&XG|^hcF~w;Il9dh#8ID$Qm5-Xy@}>)qX&_5rvg%Tr$12uKl@ z{QUcI2T+>Yn1`sgdB*gQH=DI7&P9)2GK-Sc3a9oT+dG65 zFT8s0WCAwDb?&7v1?-nP^vP~z3fK6~N^`o)!)$Igo#J3Q)NnZZ`<5}m#KruGPtuIA zc96B@Hr8N4==Vrn>3A4aW10D4g;6p1-ooEg$D)N>6!y>VzTbntjZZS_FEjewSkj%1AQpuIG&031d&M zN#7D0#m0_yr4`dMEO(qqR#!E`8R{UVdW8YZrjB#w8DE3;ajpNZnLmYwf1ZyV&h15t zZtaKTvCm<)`-lg_s0$>sT+A4kWW}uPFZ-nf>R_(^DAz|l6>PoxCbrVpADZjK7f0u zkQ|VK;nGqrFVlvGR;u&EAlK#Fl{<} zJmyL`E_2rE{&(~%%p~uKTn$e}(vN`p)d@|Uvoe_Tljz2okRYEBk!;NAj(QpzCk3NH zdfj2og;>yZCXM#w2TXkH#CGg;8fM65zb1Xu!sQzeKSvLzAR(HGJ7q*28s{$42KBwc z!9*`@v*t7yEMJy#eD460NlKbVSGVUi&(e|k+ACN*Mqp#nXT!3R0-bzPDJ*@S5_C9U z0h{c}iFf@Bp#Azu&bJqfp-oTlQ5DxsAlvgR_Gs52MalERh=n?g37f5cKKlb#ZH^cC zX2-yo;TrS6@fXnPX2Nr9*F}imG3A(j^aPZai@e1glL_?qY{0`ZR)r`JlXAWppG z9DT}q5r)Q^xlW~w!%~&r-|HJ{uu1D|+(i5j`fofmaurjCDZ%3tp#c^!uzv5t{`dy0 zyymoJ z;9QHe(?uF5T<5ShO$rLbL0Yl%R&PeI@nPj%igX;#dl_^^ad=>Lr@P8IH!qyK_4`9% zqcxJ^J4*ij_YcNi{p0!+W0T`Gi z9uuE+z#E1G|Dk=Z81)&8=J~dQrkGV1J%yL;+aU9;Aah$&J+yN(F+Q$fn zZQ+E^apEPi3XuBz)*0i-ST|d|@Fh+jQ#HPiKRs{_Nax2LSCTS;B6elz8ubBOSk-?s z9ukUuwWnef62o8~K5Atfreov0D=q!!d>9GoOO2NN4<`(nIBtJshAh@aQOVtJVWuI$ z&Sshbi=>5ohl|g!TxCgo@D34kUhy8vA)dw&D|jP(;1>3rJh&njMUB-B-~aRL*noll zL+P z2vc{#EU}bBN7Vy~)T+kyF9|}~a`A=)kqPE}_m#LvjN-x?_sUcW2Q(`*Ox*5_fl-ZWgFDyH!OYi-tQOaw zVSjQW!Nc`0jB4gph_!ga#PAnE&eB0?R2&*2NDedAEoD($m*zyYHyj24Xq zHK1|V%jZ6skDyp>PWrBa0uF9Gtjo|0#`eVA?rS=dI1)R}e_^2;$mxlHo_;xt9bJ3= zPK(LGmWS-K?=QaKfcjc;-K8s-`|yWTa`#^-*;4WRG%XCF0-6!t-?wv;>ga`+3y&;e zg8Pc{s{}z9bbB1}wrmZT;*)vUS@&Xdg4wQnyAq+@`Nt45ngd1BNmFK$7v~KRQyoZq zfi?3#pILfqV*ZcA#{D5mFt!=Rx+|81wTzxp_f@iy{5AR_n;s2}%A=uw_%9r;?CF1h zKnb%Iv?Uu?BB9Z9YOAK|Agu9w)KgxtV53&h4#N)@ag8PD=YiT$B;NHq`hv$9CW{mH zJ-V@sTN)4M`)(HDP}+VSrPdheHk+Zp@c-ZIvrC=zU6o;2?(Ordg1InV%ODxZ{QxKh zI%3Atu{g)ukRp;aA;aiiF%R;mvC*BW@v6!P7;#z{w5N@MhVTyc)SYs;wl<6_HwSSj zT`ts!cH3+3ez~gbk%0>~O|L|=EOGM1oBu8u4Pf2NI?-x7PpBux_&(?V1^Laq>j#HQ zz|VU$cSlG7cAPU2&)X*e4c85-s=TOid^eu%Hzr{_-?^CkmuY3FCJwIu*Z&6=BK6z& zvl!sE)W_EsLz-YiM(y9^vqLb;Q%&XWZ~%wTPq96hNyBoxYiCaF^ushYpU(0_f44oz z&3)=o1&}!kDSI4lZRfDB;T-QPn2QYEC6XqEl&-2v0>8E})?4D{tC$ziJ)<`J_Eiat zr{{bT-D!v8aYpQ^HUJ5Q{C-wz2GG=Dq@;P`56;{l(#}GCmSztJV3FCWrzO4q7;Xe15Bou!?_g)Sm_KKZf9(jC}3duc#P z))Wg)o#emMqKRz|WVQpJHDIV);zXh1zU_IwoSOM=9_HVPk}q87MDmSQ^)pZVq5iqM z<_#(}AokTbrGDmy4!NL;+d|ziKu4w8ujmI&S=oyhddG0#K~YD_84V=A7oEDe)(&Im z(#qG&tfAjk|9$d(5hSzo4IAD1f=wY$pZ+<=PoSb#-zV%m52-0fRfr`opii4}Z0d9} zR#J>BytaffAj$d#DX0}l#=PNnwP8@S++u!Y&pNJr3oiR6wHGH3wisRTGsdP4kzEHT zZo)7g7WoS<5P})&=Hi3kf)S(!?@mZmfrI?c~k-t@PD z$X$Fy{fak`EArVi-tT}u07*c$zmw5yBiDJHyB8E+V0H_J1Q^q=3`}92Yib6|b2A+N z;`8fVcM#TjetJ2FK{&c+_V_}Q9+1zeFedeFV(0C#(ySbD7&)qTDdhDn9I)U0heXXm zp!%d8!!%S6&F44zCbPZZyY;K|-q{eS@F_4+KA(;QRY?aHEhS*`%u|c+%kQBfUC)g0 zetMg)-@J2pUxf2%*KGqHtH6|v(Sppq5u9=jzuVkG#Em`UL0PTdFxmGw*fYBUy9O+k zozJ~N@|5}B{qdj?IYWpgSGarz7BN9Lul6ZGYfC?aD)8h>G(MbY^+RH|JJ_-okM@$>=Y}2wc>gC z<^2b7@Dz>b&C|PK{KDsP9dkwOrKs7+tXzVcisJD%1jqx#s z>Db%v0A`exbS=DwJkPNXp0y+Ue}<9{f7IZV>mN#>~Tw! zL?Huiq_+0fa-|^o!jpPT*$ESL(r+c7{e_vRV@r4HHL!U)eY|Jr2M!j+c1pxb;_&*d zztvC6V2Z|a_<=$k^f+kNnG=p9dFxg6Py;nAjffqs+SP>fExioq8keEYt6$$Z*a=7h zyuS+Gp96BZq~G(}$?e=`Zf#`w1P#$G48gxsF*KvYWb2b6E_Z85B=|32AItB?pY?oL zrEy0qYXW8MzbE%&KIJ!cwPSXxgQcU?0KvR>jy>p`GmY2EH+6{mMIH5jh5LorXUj>SsW|LoHntfwNmpgTJ2tkfHx2mhF;Dk2OK=PA77XA;pFvqU$mT&PU;L+MTb^@@LlJYX>8Y zhn;c@?fQyE<4RMHXivi?xAecNU^STTXn*&^YXE9m6+fJ&Z-S`wV%5{>V@QlW>C7Fl zz5WW;Ux}WBFjzMBD7B6Y`Y*7Gvo4;7_5E7=nOefI?Hb2hE1f1ts5-`Z@FqQu%LbpM z(d5Co$$QQJ(wAW2pRxDs!fRL)-Txx_4-q!C`}z)ivxmjEIs_d(6{ug|({)%g5Qe#U z|7a1Xa9ZJ@j|6QO5Q9^MvXhB8x+kSNU*r$;t5m%@6FCFTP-zHwBbtaevNj z4;gqYbU>K;CUnduJf6w92c#c)bKNViWT+4ANI5Ini(xFsPEltSVn>h;n-S#WfPl0} ztSukb@4Vf;<2V(L`u%rRa9jo`4AtKxe12n7XfgGb$G?!0MCW(pl>{{1bTSB%Ho}=} z0sLDo>Cn-`*PQbCD6Y!nw@DLwV79@(LQsbZvR{Aw=d^PaXRSP5@gI-HzWzhc$P+Jd zh&#vLS*8G1-a8GY7gYi=Kui3V2nV)V{bxs|@d?NEFRCl19>jT^s;`7MK=zc5VwygN z%fFgUABOD5d0(c8ppi%%K5*QH^xO!G7n1oRMsjfY*sA^e!(uScXxH+H`7Aa)Oq=uW z7bei?Yj?>tN+YTN65%Ix4oQ6Fl7#C@Dg z{L>%~Y%-)7vYi3aNbdFHlvLPCuY3fi|8S09t1Z^#G0r*2TX%8nhJt)ePdPajEH+8m zSAT^Kt8f2S@1_%hKOx*zgKDa{@oTPGbDt8dj0IL$-e`l!F0ZFTS?8es@dKZ0uQFlL zXj=9D&PcmoHF!^;A>Sh1!3=-0eGw_s}OL5HVYiVO|m_q1&f zJ1kvJYGhzZfuXlr$M#JEfmSogshagC)CT$gA#(ZQAc0X~Gs&Mo^;GcW9H9>zx>)bN zq8EU{XiFLk_T4bnu<=AGXc(HT>3)4orG-r1&#&*D@`RdjSC2nCHV8ZAIb+Kv`Elrm zW<}jM9W1i=dC7?BB8>G*zw$jH0Y$-UhdxvfVTvQyH?xEcAh+;IdF32|kz;!LXR5a6 zBS)5FM~gBv62D5vFV@2x+vMiGzYW-A=M=HBs~*zVKM2pAzJ*Z=Z;kJUZLdf8;}fkm z2JB53m?{{ngzirp zt;>gSlwDi(ZHqlF%-u0ty*7r!t+#hN5IwN_!;r+TG=1o$4fAZ$vc{(5-8)YYvBA)+ z{03uc7=hl7xTbP?AB;1oNA?B;Ldl&6H}!p=L!9AoqFzK5)Fz%_cTA;5CP@6rM`p3 zCy>;8z3R~Ld6=8E%I!)#01Hn(J@<2Wh9Mmuw>k}x8t%gj;Hrr=twt!pjP(D zcdM~5B{edWqoxhmzaUZ^@D3U*4nEmw6^*e;e1Z;I@wg)VI^MWX0JqNDt*F*-pO?5J za)M9KW6I_e?O_>im~Yk&w)V}2b-w`tT9@B2{*z<>l)Mpvs_(@v*CP*MN$@7)+E4{< zt=w1m>Uk1|D!<;GX7z)yTPJ*WMwKCXw!x^d`yEVOCknhfL=QD;adM)Wn@|?-qu0kK z1m$J++*49{*l;8`h|v5Dzg{5gKNJzd*~50@clKvvKF0&nkk&3~TpT1old|-g5Vr!Dw9nw-Hv_2Q z5;=V9U_LIm5n8G>wjiIhbTRTrHV)T5a3C{&!P(mz_Lr=;`Cfr0@xrA{9QvD-5^nMr zd*{6~A1N}((CBq?DyH;9blR`si}B~7L#A|4`otroM9lcU@1Mf9YIeEGiX2?(B@C3q6Iw3Jy`~#Mf;^_68BnZ1F_UB|8Ud2%dj+tg3C#i(`4G zqL!Y=VzH@=vw-OhY#`ke5E6<3QlPDGC6^?S2~VUBX)(aVbM7oiE}Z4joIp`s3{#+~BT`5R0wA z*3*}n1e<#?-|aS4mxL{>%Lod;{dNXg+*Yn5m13Hws?x$mr*6iISFf-+Px_Ev#0ALQFdpohjKTCH@i~33iji_t_OZupX3QOa z76^x2farAm;@vA=(Dj=uX5sH1E zx_Kb&_*~|u%`2E;Y#-^roC3s0x?P2FA917G0E`&-;!;k_u5V^_NXa6*o@j4{HrDI+ zxx`;UzX(A~Z*3G3;wm*8Qw*?u;pOx}#RUiu6z2Ci`W@#9yKHZkaX>orY}NznZ4a*b z^zY-N7Nj&?-6d}x4TbgZNGJ2gU}1D&g+=H*_H)?&seO9^>NED=^lQr}(DZ7HIA1@5 z{iLUS`JU4-Qf?^4FW-%X{qi{iyB?sgoFC6>!X2#P^g_D1*KUl}ST8JUxBe6c4h{(ZDUGB%yN`cp!)3tB4cfFnl-mN^FwKJDEDLsvfE zX?d^*h{E2 z4r|$YEUR~XplRnwxUNGy5VAZq8ZzJF_-NJrcf38&D^}1umq>!CbHw!E@3b&+-%z>B zbP#4QyDLBQ-}bnN)?r|E4mV`-lc&?Iphs`Yf9;|O4u@6dx$ca_@lw(3h~q;r-u*?# zF)siDNOukXOWcG$rJYOy=J7}|x9^XzRhQXuEYHAEuMDe(f(ldDyrH<9>Qf!@H;ktB zbDgn02;E6Xg8z->!)U@CUQ(kVj+XGhoKP6Wxg#ybHI+fwab^7u>w$w%`J~f7_}CdF zN@AxxcXyrGz@9Jrc@4QVxLQZns(9{ z&WVKUrF>78p{hSdV)YY)WG8LOvU z_MG*My?3Ba6UG%NrZ4TT!ld1)>vx_#f`t3Kr%ENvvVaIZ&lH^xKlfy9*d@A^=!RuI_s_$PsG!H0iyo8#wl z598!6V<7VjSti-J;#$IzsKN2~FqAmL)Vq8a+nyN>zdGw7L$Awt-$Vpqk~uijfAcub z9b3Nmfg%H$phZi&#JjGtexY(KCQV68>ekTcT0$1g~xw& zXZv?zzl_yuzH_-S&fHa5F(V~I^}%n=A%F?XxG$21yk6qy{FRM+y3$beR7(B)LlKBq z%%aH4B|=k1%;u%@Dlm{BVleaME>yp5ukyIxk26sdCra98ptqNYKkAtTkozq1pIDDU z-~DBq2-{;w5;)VBcFGY~uc@|ZlaFJAIZY3hITI4?5*CO3(qQ$^Yx($F1nd@`kyEFV z!!&`8Y@w<#7%Vx~F6eXzTH}1R2A|9$`OvegXEeq!sp!ynRQnt_4sy%vbh`=j8e1KO z{cf0C3-KDnOVE8#%DIA_7e`KVTvJh%O}jSQ9c zE^kU(7i6|AvG^9%L7!;#*ioDRp#J(nac03joOv<7UfA3XODyh-tb_pU(onx8f8f0g z6*(UFwY|eFxg`44-`{ce3%zEotv}AzG@Hw*RUk>Ja`x8nD6Ss7mmIE?3gu$~cM}9! za3Fk;QQSTY`wOG0jW1S0U)`%S_n&a$%B2q(d%g3qCoDwdP+&QbEc|vCvLA;=($BXK z{KsH8agUGNy@NP+C6Z0|btudn?o_M0cngxh+)g4dh2Wt1*Q*t(XJF3Oet_~J4yK)t z-PyWw3R`$jTubrwfHAp4p9Oq$u_-rLsQ8)+&Yp?BcAMq_banpO`>9|DG*WC6E;pP9 z|K*-HR$oeG=#)6^_+y_zA{V_p&zc$z+<#nbJ#-!@ij{+}w%)bRQ_k0EYWM&{;cWp?-PR16{$B&ec=?WSPFN?-IUwT^UKZY-RZbsxb)JIVH&qQ z7j`6TieOrB(TMsjOPIZQgXuxoDHwWp^LzQOE0{E2=iTgJ00X@_7yA2dLr#d$e5vPI z?2BwLnjU%y-{e==&G)-Q;>H0cS(_Z3J;C=(_238;`OUlBR_TEp!h7X`1PWH4JrMMO z!yYP@XrFO?I|W@PmslQ(%K`Cc$KKOAL>#YqoyV-V6MN>{`?)HDv2ce(@)t#OnBCv8 zJ|6ZQ`ky*+`9J*+a>s=;-yWldDHW;G^qbcq`_4kZE%OvCu@8NDf?*L!({J;C{CbZh zs?fMRyCK**zR$JN@*K=Qi|$sn`vAn3srAyv`(#!?AMjrlX(e-LVq_F zeHX-U)Ejz=ANS$Eopc|jR?gwDcj*orhIr^oy_|;q&a{~ zeQ8N0G>njU($VQ!%4r$et`B}8LmIgDhO3KPLw1`J$JtIgm*XaV!0F2lhoC_whxJ!} zDy$2WH0A8?VKZ-G_+j!M0{z;-+^fG6VWGA5uj#%WI4PmVEH~r=qql>yWRJ_;_5j5Z|A|?Y~@JQ%OXZ@bJgmjC!LoE__6HgYYuDHPMo=7 z$!xdN24>EEE9I8%glRp|hKDnYkaOVPxS6>bD>) zge5Zub34?Y!g#eE(ch94CnB|#Je?oIP}~!mhp~L%+hnqv(D@tFTP{dh)X*aFeqp2o zeJW&BaBqebeFnclrRQ1RZrE?jI`dC;9@l>pS&K8Ip{e23LJs!=cHC(@dhO+TnBe{X zjp>Xp%vLX|G*ocmU}_pm`!QB*7YaWb~I~ zvkaY<4(s6pJb+R;Q|FJr#T7$tU8k@L9Q!ZjdKhUAS1dVseP_LKR^LnXUUdUBJR;t{ zA-V12a_oA<#vUY+3TqyxR^n_i^Q}+COE|3Fn?rk87ds;@b%Yk*ASG00>2gvGjJ3Y! zZ_-r4g?D=$=byO1qO!NTwb8`3Fa0ro5V`?_8~y&>3%hZY{`tEH+y0nH3e>%I-x6DW zQ$#1~RI$JDRg&fT7#QdH?jrKwD7NtJD+<}-#6{}=E~w=2;UcTJg!q0z0&ORQN{Ubq zE?StgX1J>2Y+Xm@8Xp_x(QGx`>lKHIU*fd+q;jl}P;h=MdIaZ~NqT3ZL~%;n(a~qi z1)GyEOf0nvGSf@=Lk;xtsjzyT-h{2sX#y{l0&rD{kL6?g3@j0bQx52ILw}_5 z;*L`l*dF8A62e;!D_ycFgeE;)KW_KYyw(cGcYY|oGYi;1LPH^ZQidq*Gk0^Oq`*u4 zwwYn*AarM)H|TJ>1UX6rEd_5Sq4CR!hoLWfVT#8wIAqoY+RfC-9dFNJb8n%8(0?be z_0k{DA6|CQQ&wC*7QdDB!lLK_3p1AI(Ca}%KdSW{GPPZj zAKq#~;;Fw{YGV!1KOa`>6dMFfqMz^C_ngLI0$Z8Y;7e?j_%!kIO(d?SU%&fuRvGIV z^BTGvf`Iaaz1pYxQSgc_DS>A~J&vdN9O}&EAKwLK92sF#sz%2%6<Kfhy%%RS#XU#R|s(UwP7!Yhy9!lW2Od+0bcid)=HIJ66gZYh`h ziz5uSe({Og{b<{p!v0Kc?ZMFldX1H5%YnS7N!qnu6lOjXX{7H$I%y>aHCl@E=%ap}7!l3qj zMJl077fHPy5Bug$V+UQ>yY3WA7#0?`daLprwjKrVqF%Uwv&S4cmrVU}KA`2nUw32l zq}#=C$afBVOHxh?HAZ4>vihFQG=!e%IcDc5t-f0i&s(km|_iQx~l7AH6az%C()9UD(&4uVv<(v!o`Xc#(!beoOg5K5)p)u!jrb3` zmRGKaq#lD6x2ko&@O)UjE3UXDHjF*i23;3sXR!5hO{MvT3>fAx+UKP#fqlA{_>@AO zal&@~!&FKp^h-Krgx~7Gg&lQI4+OQr#QFH)LaSid>@_2#u4F=Gvsrg+sTB^Nyhuo_ zdWXYI_M1QVSYY3Mdg`3jaM)mxI$8DUDHO9j+H=`ZkwByW?b6_(ahaV`r{Ch6P#hHl zsc`*tAho5_zq4C|*;AalOj<+Gz}0tg{nHk-g?|jp!l6dTX513pMbf84!!cx|=b=HU_=r2{ZpT4644gE*Gt9LG7f4Zq& zzE&Lcuh?~Y#FoR%%DNP7c`>$M?|7JKB#R5nk?)ccZ^=*{PLpYQlZm9*n#~t;Ubyhz zjm5oQSug?&ZI^2bVDs{D2$du|k~{v1Suwa{$Ad)v$7<9tEWXEZpUX~|XjmNA_>%$S z+AoqUZ%@JKF7JywrKw<2oI!X_`zba!Oevi#D$}XtQpCi)2Pd3y_H9&^tY{V_$#UI@X1;*)%#Q3m zZuKyCY>;I_{wpq5@4U793_H}Gievboz>JR>PwYw4y@(U*rcZ7!?SD+M4dmt1$h1mBDVb+gacNW>V zurl^AOk;+fKqdK~71uo}oZVd;VWyA>(?>qL``%PQ;?{cf0+|-OW6zf{*}RjXG2+Vi z@#4Yh_IrWOgkmVBZ8sS_t`2js_0@ez31=H$p@Z=Q=oh}XcrGUo%DSq#cyCW^dn`B8 z#Qr|4BD$X7Y30Oj$(>W(8I`zrB2nkf!T-O<}wo(qMto=h8f12_x#cC{Q*O~ zijE^H%-GeClkxu3Zs_EFp0v3q5*PY(9!yu$!$PHTY{6$eC=4sTXCR=7Bi@}`>0;GT z|3USE?F|ZUFeIGJini_gzW9wRo6r*8eCG{F3%DF<(v3oI9o7SZ{d!>GU7TZ0vP ztoAECQeM0S&1T-4A{(v*nvv9r_T&CA@aC%gNmW-MpMDZ5X7Y|etFqP-P$htqT#@tN zYn5QL?xa(LOdDp5aEDjbaR4Q}JiWD@0cSb0X_4H7pwylH-lfVECa0YO8wIplarzO^H0#aaUF`z$@BGDC*n{aRbKJp5Ri(K?6q69a8UR7 zz-Q}N_)ELN9IQ8wiwp|^IgjdKM#Se2Zwg?man~J#Ru33`w8)*1v5F*)3eD7&WLPq_ zDOa@jz$Mv>`DQz4ko3&Zfm_@Nhl0cXUdwgD?8-kS`QzC@Dohvrt=w(^K97~wW&@@PR1%gf4imd~olQ1!gLZpo^J z)dAt1_smBwd)4C;yQ6%G3aW5IL9V>zdB;8ln| zPsUCxm$`Ceeb+-Ik5}?9>wm-dw>C>MwtZkDIGiO|NDl}68?3!I<+0R(j^r@h1O%=Nxc`isPUQRbB!0yj}GTIdX~%V{PKvh>#rR2 zIaRs5p!8uUJ*Bg@X&5Q)rEWJW1fbH1=C+63I*u~WNqnxo3FH@C-+Uw()+@Uy}BzWVhA}@|)HoYGF zAOjs4%i07}KLXXWHnQ2Sr_lHrt5d+e#x6^b70LXN3=xOGEz+l@7t= zS!iq()~YUwM^e{8wzQ9tI8g9J-NIQJ=kEA)PuE1js_z;2Bj^aj5Eygr1}hH1Z~^@Z zeq4Cqd3tG67VCa;z5C%41C%Tx-}`rMFsJ>?eNpKq%>OcC@Zb}KzU1B40-0x^=PXyb z6^%cVzES;q^dbS46h8gOSo;Y_zq4@8yja7zV-tBD<~81yP|Qy0egNbx>kJK3A4+rnP+bSv_yGYU%WyO9R)9=cD)(H zTApgY8|AqWbKpZjn%Z@2(tdMero#amnVI*N317#t`J&Wwh8MxXPr;4#!4k|*$7`?1 z&B1uyewGH+Y|QYOxb&^%63!oy|4B~!h_#CGPZj^8hLvOefzfkEU`#UjMq1t`k~7)f z`6!p;{C)aQrKJuqhkH&R5jBD33-t++@(r-{Y*Fru_#W&#!dv@+_cV^Pjr_fyq)MQE zl#%WJ;To*@@(3$ex5C88Q_Y7zETLgbdn1|kIZ%w(RX^-Tx_W66J*S>1UA@)<+($Ak`55+t2m(w2XNVjBT48H=E3sMRj8NYE&GD>xTmJ^n~ zi=A?Q{AZgt$K(G0yuF30#V_akoFIwz``5LeEf`aHJbWsK8s{!uMVAug`m{TeC0h&?04MZP0TM6I(d`le+=p)RTgkWl56)TiYavWrs~LyR$#GIcR6?EFBqE7wbsx3flDH+ zlm9lkVdh!T=oflJoMzIV)_uf{OH954w)_RSx`K1o{_LheQ%TRaZvHI^?hiP#6o-L6D zV}$|iqqQ^GVoQ~`&YKFOQHe@|7q7wiE;Yi#XQ!Y(z%p@5SrNvx4dRFJBb4njVYB)o zjr}CMDUAyRBzO;G?tYn$OUd>MP%95hCe{hO*4?o6(=l_ad_Oc*c$Vz=T#BR|(pcz? zCK;+1dJnu)OK|$b={VoV3OHRVqP0O|h7_us9wukEb6Cne>S24n3{_PpljO(%%<-Rj zAKEX0oh6%tECMn(DcVYZwDW-sO+FVqOudiet#6m0$RFBP>p~JugfV`Q?rFa49M+Mn zoW~g6;*e&*s|a>$7;tHoHdA>Itu+G7-`-8*htX{}T%gqbaCBU5ITMdRg$}qte^W4JoAdcMy1PA!7YYBr_Q<<=zYh;_b){6QOXJji_~# z-y;euLdSbKdUIj!I&t~yIUkq};JQ{?!*V4V6d z;AH`u9!wwAW?2tl0pjc8tz@4K$TxZE@|=$wat_~F3$Ztb$sY-V`AZA9Vf|fY)8`Oj zM@)k`^_yuZ&bc(rQILl110O@O3LPOs(WvNApB}WR_x}=QbB6xcKV~+ponVk(JeX@# z2dbO2oZg=vflfWPH!h0Tak7kdXTx1}O!JwXRJqLw(^9`peHNQxNGj#pH~Jx5maoT) zN&2|>#Qf5xzYMlTzxXVra2tCV;;cSRO906$#a^}SFOZU~eGj&Y;Ktz9$TC-dXyt9- z{c|=AJ2x%&i7Ia5T9c`de|iwK6PhCa6LrB=_wh3_n(~;v*LPvq>FSMky8ANvi%=U^4o|S0E?%!zlz>Tzx#uf&;kaDusBL`UF^pyq z%FU=^pngL%6s>Qw(AdZ-Sne=<*(Ba+{414Y}NonJ5tmx z>R*5{S9;}83O|mxsCl~vtYaCR$jSVA4CgqfUB(Z6#iIGk@&_4-&?|dthD8yeiQD4l z!E?K?Nrx#uzC;Tr8EBQp%g$gVy?fNz!wfhx+K`ti+z7*-3$L%8s=)>m!B1Y67T7}h zxW&gc4C@WI6SA1=VNv9)uJAP^P!+j5-ePzSlgj(rzTB3@eytlG(#OSNYGvePNU|=* za*5o?Z>GhO8(aOB;_smMwZ@HJ!Y4=<(p6B}xr%*V9kE&yTF^OZP-;J%jU{0nW1Ks0 z;fNDw)X~@5T=2tvrQ>8TwjJg7TF(i^h$VN)oMkF3URSzwc;7>qSIH?DIPC!=-_nje z@0Euh13gY_`Lj6uGD68e^&HdMJ#z0XDuS8mr;v3=p6PN zeOL_H9D+rojnsQ5Hh@g$&s`q(4J%!la{v25gJUv9x|4HD*l|Tj)%u?Vgf9J>p$SsM zu~)qs;)Y!~FkIlaJCYZta_ks4Rdzt*^@8^C+kV)txst5wMTJQLF9T~P`H?v5;dm;r z8mFbZ9FJs6;<`qi>gReUXc$kVc^;et|N8lF+KFGrQEM6n*UcBWS)E#-m*pfwOB-}Y zmh&pkgvu&(aUO>@d!G-R7Ev&&*=QWePz9X}>FTiO8OB?X$a9}+1?O?MZTNr`42PR39lDfC^iD+LEXRH*JHM?r(zQ1nG< zI#{R-qWO3KeX#eTo+>`GKW6cNe{A0<$fg@bB8G$dbIaTu7 zo-4axAx&p>DBUeuv7N6?73&_BiXHviJCx%Mf^t$UTN z5cAPeEJ<<^1{k+iqu*HJ`cy|<=nV%TcVx74%L&3nk!*QGuq6(5-3tu4bPwC^-0_b1 zwFg^tjOafatz%QZVEbY7R;=*T8`+Yr!S)^9lRk^(Fgsdawo_>UM#m00YovuEIji7_ zQt4A5y~(%8SNe?o$89skR9Ub!Q&50ARs>2C^fYF}8ew&dlB>)&2ANw?|7>sE$HfbV z_y6j|L50>G57XnpINwhnPYLM7Zka=(t3sSG)2HdKke7#5WAM5;ArzCU-cC)VZ=WZQ zQG0@11Zyn!}2TQk^9@6fVkmsQ3$kCil2vyq*+x41bzzkl06{ zdvt^G5p6hR+K9Nf7tP?Hm398+E>~J{ii;{ zl1ac{hTibx?NI^^%dLBnGPj{gS#_s^xC{{A-2R@hM+!!*-zG8}&0-C0?cUK{$8oMD zUEzmW9Fk<&l#}m#g~Ern-Td6gfP7?e6F!u|+K4`!>Z)ljKee3)cnVHL)+tzbc=)1uoM;BtYL8k z`{{JKzG|Gtxkv7@KmE7&ao5r9av24tM{YN!Yu&>M8j;A)rByIBxRG$PxeOQh+SfC6 zxB2_-Gfgr@0sG>=Csf>9hjM(#_jFBfo4<-I!pBLt@KlN9aJmP#{`gTi_AS9OkFLT! zOKVK)2x*i(=?P11_t0b4C2TEb6&K=B!sXp};&;T1VvBH1j%~~u^tTtVo=u-b*)fA* zZFvS95=onuvs=Kr@0m&CLp{)x;&O3H&4@sq6;w5d;P=xlc4`23GwVpk91f;0KtfzWF(SY2tlhfNEo-zK_>8S!p=i0seZ z3j_lFKHaI8b3U-OMJp?>aua$@C-N>oD%~`r*#-R^ zEY|II&#?Y$*KRk-7@UmIdpQ!Ug~cp9bI-5pz>;>gg8%X<98lvtS}w$jbM3z4TCB4` z)ThuM501ylsJ?&uwmG10Kv&gX#2=Sj8^W}h*MJfgs(kn2V`wn7&=@&Vg{>>^^QVq~ z#|>8_v)362l&{?LO5>u~H!tHV4M6&fEqOPsMkSNS}Y2n+gr zsV`|y<0vH8Wh=dhd1L1fSrHFmy-Q#%Ls)&{mr8f;C8v|#TasiT6C{~$6}ZE$-Gu=k*R+Rr-=fcQ+^zmb;_TKt1m7isU~ zG_zJ?memKG`yObqq7({aJ(ssu^_Ov6)S|w~q5^URb1OxDe}jeNuVy9>dqdf6{b-lG zr%+zzYGO~=<}|^vDw~{07+2Rxf+KS<|Ak-_q<0>M6)Wi&HooBMrD40uQ&ro!O&|TI z{ILveiNcuz(*Z5WfLH~#aM-bZa<0g(!voyp?XF!SwL z^1+>+_>qlSJtOQeOy)<&o0c;|)wR9H!BZI<&HoEz46T8mUH#r#hT72g!sAdftvn2@ zTDP6ER>OXl>T)BlP5do&`K%qg7!+`sT;Lnm#lBPD_1!fXF{OBqxY_sn*q>t=QN%NW z8`5%Lqi4-=J;=jN(jyy3n>~Z=BpWfGdJk`}?q8UE9zMMw`589vwH{H3%7S!>u-wn#p)6;F-3}$$FTY=bw%4kG+EukcRIt_>@^;1PGp>?JJ)S`N7O`v< zgRsCU7d(5A4#Kd=cZeFon^aT{`3(ESdRoDrOtEK8EPqgFOHKpDjPC6X;-S(|v+#QBE3f|w){fdpT zQdb57Ut*>Q3$UxY;_L{rI;(y~(u}|Q$v^b4q4aS#p{<_FUme+f1ix^G|Oeya;w(#8VAlHbCl@A&MzQ6p>&M>-!JfkNdpe*Y$cmpFf-%7OFJMZ?Thsbkn(ydD|1m^K>4$ zYrMoo*I?PC$%|O%<-e59o&hAjHyuh!`(gg&uoIJEAX4DRlem?c?R^m>pJfJB-t%LNcp5SU?1$mYpPn3v zbHQnWh06qqU>xNX`E-miPHyK_&6ThphH^Bl3|t9eJXmRdWMTT68ICNv?^pdSM4(%@ zANYQe250XWsvPDp#IeV@`6e<-*r)xIHrYWwpr zI}oc>D$NC?c6q^(A!(Re-*1z6YY>LkJ8R5l&0%ixsjKhr!&nh0*8GU280vTZXuYiJ zhV#-F=BWdzaLj|(;(TBbzHwEX7&hjBFWMvZMj_|0Au4v`-U}rp&CFyq+}jVck=YB& zk2zuUgvU_Pq5|{_*F6n8`xAnw#IAHbdxUzzahoGjpK$HMW2P6<<`~!eSz_474^|or z*Om6UA~{_0;MPaK}Vn?p2N!PdKXUhdN2mZL6UoMsm)#Gb8; z#FGy%L3_u5wsG?V3{jeh&EF6~;;8?Lb(H|<%$;?5^!7N6wwwaW-buhOcq7 zK7m}NtOq2iq&|M83K()%D2|AafGJJW8N(Aoax{A5gzKM{pkMB~gN5jO*p#uVj*tEb z(WfZldyiS-tl~+_^o#9KRS+asLKg!yROvol!QGJkD0!`oTW6aerAC8_ zHze8z$UDSjVU{N<72nf8-? zEf?oG4}J6a@C-LzwMm~huYmre(T-&uPoQ~6+8ug|4KypTvdBg+!DO;skxNSfjvdR* zkE5Fhvi-8Mzichcj!-RM`^AX=1w7exvL+7(7lSIDgzrG7jCj$_hEuRObVR;mr49Qx z2d)20XoV&g#q#IhM3HijOBMe$B1vD`$Tr6hDa3tuo0HzaaEvdbR>ch*jeAgFA@mex z?`WzXa*)N9Q!B++`8J_xa%tt%-z@C^c1VM)ehy;q4}98GRL05sKxclTmO%aL+~S`dQ%E4w)aG9Y^HP5%P+4)L6%wC^I&)S+Tpq8juYP}>dcT7WvicG1JpOW4($ zdg8NMJPgV96+Mx!ftM$E6#snqfGuoxYpqoy(CD)#x!2hiXFuhD2O=Y|!wKLA$7mFcDxd4Dn+Uwnr2EdjyWW@YH!_~9cwJd2boSr?-c z0Y(qoc2`Yy;!h=l^)DtK?1MY?Z^Ibjs}&os1?vQim(O)DUfV#Tz$%^HZ6RDN%y?s} zd2!o|-!9m8gyZ0~hVUOeQ&r;6eaG0aV3OVs#h>CZk` zQB}W#qrDG0>mOYG`hg!8&VOG%{gDUD$PB03GKFA3-Ro41sv@TDiLKwytV*EOG_e(L z&B2LGLeS+vC0v?5#F0*sgE@)7OG8CsNF1!Y^o3pFdIc9dPApcBPr|CJ3b7P_t*O;`S?#b|t`D1<9T^d%b@2ml{^LuQco9)7J zl?x?=?dOo0S;egWyu&Ff`I<$iB3RPp;x(oU!^Tc=;w8g3Fe-O~HO-9)MuYm++mAlS zPTFySLo?T*Qlk2x73~`K`*)s*wGe=2Udk$y>kSz8*1xuz8-+73-%@d;iv!uLB=SJ{ zwr?;7Xc!o3V%?9oN7AjGu>G8>?zygDthBv<+x4w9be*uKF8ncpjr)JIHGPVOCTj^E zPLow6GMkrf&RiqVW+mnsb0iU{CAr$ysyBfoa`MczgVxX=TEu%Ua}|iLf$yd`m!Zmg z_9guXR#*&a`jm6?1+0tK(CsOG4EGA^=U>HNgf;p%m(O#s;bJhYBX2+tR1w(R9$xLl z)u!C^#8y9;57kIEl-~BVN91So4AwwMXt6bLT8DJE;ZlyNod(#cAuD}7E)XoY_B0k*u@Iu}{{6n?Mz zpJ6R@!mfkYMt3Tz!?4V0X`j(_td2DNVI6%91_KQ_8^@NQgL5k?>DDlIN;uIo4Hv`M zImuUD3@(r!sAkF}#t#G0$#r_aZE%Dv=zEND63V0X9QW!Z;aIy~kQBowq-6JZcOOqe-Shu40+|gQw>Nv*MD8_ zP=*pS9mey@k6^roO_~41IUIb~LE{|FPM|(;T}6B1G4wy#+9COk3sZuJ?g^`0MN-7A zSF-CZK>C@o^{llY^Cxs4Jt+GHW0LdT54`6wfUhd8e5W(av>7~j>e7#u!Yi|HwGP50 z#NBwDpbhg68?W3}d<0cvf3)mo$8h$z$n@P$Zm`99f@$e%7PkFY^@V%oDh!A`EQz_Q z4P#hVCjKWDS7&}4CkM{pzvd?YYZ3!6xMI0CEoA}8i7q!-ZSG>@GtUUq>pO8s`QatT zt`h7#uKrJiZ4i%(Ey^jGAe_fX&+_ifzw0WRO=lVjG+hsmeN zzV(+Hf*58(BY$3o;nTed%;siDbTFqgE>OdE=I1kg_i~_h@}17$Rv-QmpeO!3*NBTQ zQaSmQV4OOX>z^yM?Ym{Sh7IOUVQLdkKF8M^I4)f-!7{P!8#i4~RT<_&y_8@o|Dksn z@gQ(Gc4!c%4nDfbke~)FPbjf(+6Qns`gmQXS{-gq+W$6gR>FmMCiMiK85|<4T3r^& z$GYsP_}$w)RGlOBIXdDH&i|#%=q;*2L59wRsh0<|{*`^Dn#T+SZted_hg5NJEpgQO z$rU8MN%4M6$Bz|7|E#UO;*fae+Ohk06|k&>xMM$GAXKZjAfcZQhDGfkbj~;6)W_4M zMFlqrRBzR$f3n=cb>5V8gKj4n^zx<^fqIz#ew$giwF#!O*=4HZuHtNQ+=~njHTD29KNyWf`l%j#XyW1y^+>f5{UWXEwv3 zK1~4@Ga^jgTC(|b>=4$$u;I;BT5K)Tvm${JZtWpRH#aQcc&TkmqKP8*`#PJh8ZzR# z`ObCGn3piRuogU@W{jg^Vucx_4Y=T(?0^1lH>SQm{zTw~1%Wn?QDmi<9(uw_jfv`G z&>gT--<^gCJrg%-do*Nlbgrtk;93iI^Yg7-N(_SE{3625dJH&0e_t^$bRPO%xNH@h zT!2+e*S*sUY`A>szx?h;bhzH-!Dn}45$5?X^*_&JgW-LNjFYH}L}HXmrcf~U1nu_R ze?AD7hetMDt4grn+2FScp%jOiha{NOWU;@ssXf_01ttd%$E@b|659Y+}!SmAbVaBshkWuUS2!}BpT+%hn&pPGlZS2q<(bjo3vH#LHAVghD_ zJk_4JZ1dx|E~DAlU;MGzHKlmOQjY2dvz30e0ye1s?Vt2xfr)>9{{l|@gQi1NkNhkmpwpl;_y8px!Y*omWPK0jz5gW&z zl9J~zeq(=UOQ#sjiiy`%y2WGrfbOfKFTO**v9GYeBDyIqTwC-E;!@qN{EuVkF%vxwr_LDuz?cUT&GNN@|V?w+@%a8?&)E7uxG~3 zb3EA%`%+;28nKHgatXdUGG`Z_`iNUs*fjt9&k)DcEsXhHtYJ2Lc zt>5CLTSCubOFfX!H<(|TcnAG$#{9)@+(=|7lUB-;0ZQp5p%9)ufP0Pzs!OCNgQg=qgb(?&+tvlfpwg4 zwNxAbt_n?;9`qcha3Y~lq+V;{0FVfOH6|8kVgBFi0YxV}SiAM$+E?>&929bQowO*z zg>T1XPAtEJExTCOb5-gBM z;D@OxyRrB6<2cnHLL;bOi4}jwPu$DpgMgk7ukX3jKwI3%MFE}#sJF75r(+AlS?+E@ z$I=z3*3>fpmT(e=1(M$_+I7MB0tdC2@(%)4=H)vFe{A#Hy3x-$C&O)TP2Q8pVGfjY z>%oP;FJk|>ih@XeW0+0jd-IHv0AtI%(sEW(*uUR4eKzm~riO-VH$MLl)&$38J)WCm zN6tt*7Z~DzuUaVGR4O!m+$r+!i82uTjex2%T8&YjKDRg{iDzA2RiUS3Mkaw0YgL0PZ=J* z1>&k#q6ymsZjjvg|5K;ICgymSqy1V)c4g7hmiz>$E;&XU$nBbA zRP-ED2TGM)!WgR|P~=b7^33s*4q2ML!$%l8- za5nW0+dyv-&hHq_X}&&-?Zl})RF8|~=+_?Anc^an!)(t#z9$6B30Df`Smba-H;y!| z^8)5`Xy*opw$G7e`TJh73D(O9@;5mz!}OIq9yfRlfqeD9YwW6#Kpbr^KfFeRLrP%@ zX9E7f#D;TTRr@k{=sX+?FEfIC_A6~mi_X|ib&vDy`+qo6`Z!=0>v3!iH^{rCd<@64 zAFKai3c(f9?y2m|x7d^L@S^iMW?a=`J5qn#4D&iZWad82#W6KqcFNBCFfzb&J5M4T zW2lNgb?kM;wIO}}w@pWIr1!?fD=g(WqIjy;_KY=-&lZ!W%@J2MHm#_Ye!-@&JFUw5 z-_WPf&3=%X2UByxwx+Hfz>ch-Y0c6*1lonheI;J}_?LO2L_$woj`sV1^b|Kw_?L0w zS=AMNAo&ku328-Pp_b}H+p%JZu@*eBq@b{UPubW09M^|#i4*JBiq(PK9An2>UjwZ( zc_$l#W`J-v@RQ^lT_m$SeCk^2i&O3DIWdo8a55yhCEaO<99{4I7ljGT*rS3e*YA*V z{+qL?@yjh(Ofm`*K0FEY;T0tOISKW#@9HxJzCgn1jo4@s7dBozIsRN;52EA;9J%)I zLW)v|hR%oVec1{#-HW zCr)rKjuta=!ba6-ar&?kG$lyg9XxUY=0By2Yy3S8gZ&(HFCx=%h0Ty&Eb2DY4zqUm zj+^1g#hR{rhiG6;|EI-DE*hrbwPD|fQsoLiPb|Gz-A}!}H>18Om8!2U<7mvc z{o3ApkSL-^pR2$F<6QeUE?FAG%0BUh{@5~@dn3BPRzL%)Ui(rz4nKvll47-?vmHSC zre^bD0C4i?xi{rGwy@DnA*vX(K#iSd{X^|Om|JV{d+8*GX)`U?^7~3~yj|(fy>d64 zs5^AN)3h3UmUIr>@125W|L|&_s_p&Q?~}Bi{scSTgk~v!GspbP{JrH5^I=Z#h4{e| zGi=W1`0dJ50Zm3L(axgHuoULh+)a{#7Ii+g(_cq`@?zs3#dH#<9woe-j<$lC7!S^a zInvO7jJeIBR290!`W#bJd~oRQb*~??jxeMW(nhw~3B-#!QVdsn6$$6NT z{7)k)b-RbCd#7DCEue{2Rf#3H80W%kxQE|7!;(D_ERw}M(4r(nh*7?T6lao*Q~q-~ zDuctDWkb(#PWfJXx~&jQxDwyl#Jq>W-ucf$V$ra`-$&FJ=77b8otbM#R-vWRmpZHP z4tT7e*E=4t57#cPv-G@7f#RCJw`PefIJf8S9_i?E%*apTI3Pz2*|T8>tmE&)+~lW( zDuZ)C>|8SQuQI@83&N;=l@QFwdqjEkyCZoa+EVaG42-gNsx%$ng2F59ck2)I5Oy5y z5=z;b08<>6|CZXkVbVc~=jufr7$%$SnzEV2p)2aa!~ea-W^Y0r^mKsE^Skx|U=wjg7h5? zaf;KAif?)tCKyjV_#)8&9aC#NZnx%Q3@M@CX#EKG&sd{ab^{C)-+t`W84eR#68zsz zAKC7?H(Z}WE+EA$M>AIIEX?p`ltkCbZ0~c8mS@jfX!<2j@(c-rt{p4K3=2YGKJM$C zoy8-7A##q(wHL58&`?qIUy>5ap38B@>yzC%!qh#IDZcn3`(TFIV1fLMn`!s z#Iy&&zy2hmfcAsD2^h+Io@x4zEiLy z#Wdu$mOM;qYi2#ms(^W{RSE}lob3EL)OJ-5$;BotAL?_kLU}ayKUB3k_cjs zYs5L{C^0T-D)__desjy?gB%TSJW=z0436x-6{mb^9tf3nCS&~SI3D0y%(K%HSNdf| zi7(CZ)kejqf%Q#Tg**Cgho@lmZg_ z8WWqXe)JsYk9EcH?VN_j&a!Whqb|d&rLCp9eFe2DH+4+-u zGO$|ajCHz|5VU_T8EK!ZIfsYD6Z^vB_D%Un-3fF}o}reE#~+ zdjl32uBytBNlztEw+4B~-Lr!cyVrZ~|J1{L)|G)+-`%(&b6zEj`aM)#oQ*iMX8}uV z70vr^kWD@|B$GNy zZYN>}n{;i|hkR&)m;8Rp6S$=HC1l+`AD91#M(_L508ww;m-qE4Lw~~VVWo?QpwaX3 zh>q+_+!Xr#-88rs$UFzH$#8Svu!tDLVCXv_4=S>bUCYGo=P{Jf57jUq{oQX*q8-jK zwSG-j_khmT$b0{K2{@N|)-yG?2WM18o3bD724e38Uqc2_Y#$yU-DiCclP_Lx>y9}9 ztD{+_4)1JWb$@4e9$$tWb*Rd(C*1*1^HtwYry~+3xK~w#iQzaK_#Yv3|3g^Nli}CB zzZ;tfg2wc+JTSK)^?P0I9n76x(Wd`m1^uMiL7(hp*c{h8<;I?dlYChLH4Yo-?H<*X za##`8a$d$?%LE*mU*?%ki^j$LHXo(gr!Y(#(Vkxk|ak9 zF_qC#*U*MFtnrV>acuf(-*BB5V1mL~YT3*RLC(hwqS#AdX}8-0!7*thOVA#y-Kh;N z!)sHeqR9|nS;tWIaFIYAaaf-G;1f^;cGFd6P+gnRT3V`|;XGTM!l>+x8}Sgh5FueXa4=1)S84v$pp?f-PU(AEPC@LTj^* zPxtyaEDMo!R_O_XnK5^cRK){G{&ZEfw^j-UeyEpqOR~ez%+*AD1~<$RX=xfDzQrz@ zgImAD@}R?pYSjcx z#Sxk_Y%E~3FDFFNooPFt&R%ee*CNnf6fb*VGmga0s4`)-PN=G9$)&3*g1Oax-8PyU z>=p00wqWUob5DIm#a^#KRpDvA{%~&`Fg&8cC^mw_8JmYy?FI2Sm7T%z?+jRa0vr5~ zS8>=#x~N6%Bd+@AHzo8OK+25mbK-OmE_N!9J&e8q6j^uvF2xF%<6@nq15|p?vJ3Cjoo+@h?nW4#KV7?stsNhC{bjx`F4zA}9225LTDP)}gf!0GWvy%mpDv8qDrn?;D>_WM&*Hmnuo zc7#1N=nqlDW@BnK-(Pi@S0`xS+pJB>JCEdauxpZh(2N$jHR8Yw)J=L@O9QG<+Jh^8c zu|Aq&thVp~N51(8eECj-1-n*b>X_e1IY(vkO|1;e?DzsBA`CG2hWIDebFo;XGRqhd z^&JOtlmn%C*I|asKl#9pr?8T?kG@IM6G&nA9gIrqVZvC8-XMGlYd&{9?Qy*WEm@$t z&U=r*@H{{`e8mi~?E79qPAPPJ40m|tQiIE~96nc5Z$VeiiD%hbtUz)6d7AT}3l5%- zO8E1*6{n;`XVV|J!EC+5i9;dpd2#>)06#+iSrVh+xdPI(vX~Rlx-90xNm2qybMzz8( zd8kwneBF~04I5D=tyBA61IaGe<(}~%OuTwXTW-DGN7g5X)>qbXI_;p@7~?6ZQT{i( zU*ZESZdTCvL=E7;&u$Iv%5yMjUZ7xUa~Fw(s1Vhn!$7wB_=`>DCayTX8m$|Djz2a! zo%twa935I>%(dgd2C8oB*^}q7=!)tI1)TvHrHOD&;SYs`5;3yQK2+LAFzOX6NfHBPxu9RecqzrO>`<2lFO%5R+V(c#>fyqF(%H%$7 z=*{a%k6wTkA;tUc9RI<9%$8#3*-H3!_{r6v8~m6V@_Sm16bi#uyBCL+oM6~y{N5!B z5$Z-Vi)CpfVasgFxNr137TAl`8lF_Zg{Y;$@z*O}bWUGaRcV%%*QI)B2A=GS|iyKD6`DUTKwF9vmHAJf9An!s+p z>vwTp?&glKo@zi46;OHG)+9&I6o0N$o(ftv4efrlyoRba?(ne@Aqebzw$F^K5gPQ* zG`;3b#}Z3MH<2!XD84swHsSmp7p#T3_SSR1GIXTscl?Qhnjg)pe8Zr#k$h7?PS2-W3knAsubA%Dyh8)sGX zlkWdUvVQM?k;^2+@|mQWo%;kar}j@=esUX1jj!yZQ*VaJoF4lK*mRqV| z?j?lK^nD@RTsY`H zE1&};chN2x@fK*T=u25#w1w`ee>Mm58F1l+J5^iQacB#RT>Rol3-galQde((gU%?w z`|MAxvH#ZiNMvOVk}rR=D4Uam;Rf|Rd9`vl3Zu_iPW?n8n_5&UAkNEMeTmllDo2$Y z+Ba|Ok7Ey_1S0GI;ljrHKJy?c7!pZ5dP?geE>DF$%lXBKjeEh+%)B1S$D90Vztuy- z*v7dGQU-Q($FI1b(}I3la`2k5Ad(*B^l=K0;@bK0%|rRJ;Pw3&zvPQ7oTzd0Jy38R z+62b=)gSML#w&`$LSiD=(oykrK8Omc?;70rx%LYOW=@?pQ=S6iCt~qG<%a}n>Esll z=h3)y^{3bRkRDKCzrMMD@GJIy{}sCx>x)5yy}`07ve@S%Cv&S-7#h`2=<5}Q;WF*Q z09#Xt9M$J*4>_mTw(oEGQ5?!c<~8vKX^sV)8ySBm==vMe!^D-t5~Q)x+PKZ(U>A(; z4vGp93B*#-*@}ieo>&|+b~s?(6jq$OT2&jmVPr^<`ekeu}1cxM;UM0nELjU8M zKELiyNK)74Yg&8-W6kuOFP4k2&|KwD+;@4H&WxJ)E1rji{8KO9=kvhuqYcYzbnjr= z%_l5TuM`&oR>exhCUG?0_e$xcFixMD?YH@M9#%%B)(U=#W89f*PP%f(ae!d(m!0Jx zf$A)OU|-i`Bpy%LQ=uXU(PxqpvYamAKMAf%qc`F(a^#!9t$XY+?wfYR_ULy1u{B9w zZdt{~aoHh0vIZ^$x*ZX_KL<<6S3V|uc>+xVinIlZbuf2+^mOfWNgNtezI%PQEzGS% z7|^C#Vx=nU1hcUw3?6-Ov3%?Zj1n1=Go8>JZ^&w~vT!q9g4v=}QT09lq}=tJ@8YsxsF#16rUd>&=5J zZqhJ3qL5@_uY#*L&8)axtguI6?{D+A7HB=`Jvr&Qw%yNdydF~GIJ5Fv`>kFlkb6Fr zL>M2z;s)*v=7R6I<=VV+R>==r23J`9zH&ghYgB^k>LVm2Zw?+Cset|nu5WL*EO7FH zmi4pzI;8CUXF2ZcxZN9P)E5Y8ies7*^IxOpZXj$NeDms;ky&Z zcbwi%S~-}q%jDQy6$Ep4mMOcAGeO&amiH!a^`O3e<8()&bq*5`(#S;JYKQ*ZPwl%i`e5F5@=iUEEeu$EtWQ{Pz=|>})C#J`<(X97 zTH$Tqm-2`Tw03|+y3X$X4_R>SRD6o>@p)(q8I@&|Pr}MXk$Ki{N49hQ)%l*O93Z=& zao=jMgaYpzE0@pdu=wv{{h2d2A;r!^$68p4z;LNA-ps-brbkbI{NrqnW$T*l64R!* zbxPOELw`3cYG((gKHi?E9(Th1$JQ{LUsJBm;)!$1CF&P%--l9XDR<_h$*}f_c-Gh> z2nhzlek1oKVd||)w~=fQl4(bFwH>_*o#&ir6*;cMT#9w&al5O~*xH$E!K;dX_M|B; zO+_qgE>%Bq>HuT}vc9bO)`u&6s~4X*?jC_p6-$9HEt>#xYWWC%~^*euHCkCWsWerE_8r(Q~*ewEV_Pawy=D9 zpn{`o8GAfJ8a3E&<7zP{&HZrcbtJA6Huwe7J(xp-tW1^BVbf>VKAVIn_fr!JK#ar?w9E(acoboo&VXeOH)b!bfq)zw{DI>o!LSBt4sab_Xd6 zO`>6zX+X*O?R>{I)`3E_l>rRHW?36g1)^ZTMzu-7y% z_OH1<^asqJ`A=XN$?ThSg4d5?aYroSKxH@*KQMfvjbgxgm86@`6hmN=T0HSEg@9wi zTtDbjYp}*=u=l^qY7o*R8BR6y87tU+Sif7f!Y(CgS!*tRtf+p6WvQ}IB|a71St9_% z%GivaTi#f}Lv2sY*zP?(74i>iLF|nA;HOEGgZ*dvx<#?_Ul!!YK$$gy{K0H(hy-L3XyT8@^r&j0tl?fso4 z8Wj*fLgD%$w$~+JU_iqnK8U&lM@&0jL{y97k6@k8ZR?`gz_yh!kQj@_qN!?1|IA2%W4+POV8fax{J1IVo2Sq2sIj z)F*Ypyk&F6%8m)! z)haaxZOWnHQ`A!xSypV?G_0kl|AB#nWR7#ULa~48`tujO<3I^$I&H{D1af)jkA^NL zSoHjAb?^5C&S%Wi>Aqja_VXR8Pa@Z0Ip*Fm?s8frPp7n=lHTS)=GOKB6*XvnMKrID zw1f%nw*|*%PU7SX!Q)X8L0JDz+o(M!6h}9@*hbR&utp=RVBr2ssG1z@YG+T!PT^UJ z#0qg}_$+HET4E0*s)B`cADfWGY2Fdec^jrqtPz9Qf5GtTygZHRI26TEo6N?DK*=YK zt%EcNVNHn5Y>veiC_z&PI>k0%ymO6WTPBZRUXk~NB`_h$CHC*p$V*tIv5!aeLKbFa zJUVzjr3uNtgL+nik}$NnwN)T$gk++>n0Ju|5dAF6ta(;pG4h>nePk*A`F!koX-YdJ z&wtZ3tauBZvl5IU>D1W4Rc<>a`VtB*A2>$e;{xm2_XTPDUgOk0F@uM}2U55vYU@7=4z1fo#TzK$6y65a=oF#A>1v@hVi8|2iBBvWn-FwyO zFqew2&h8)zKX=5Y`xwvMUS=R5umgKMzGxOl9)-A4do@PjA>p{f@&0qsLr4 zuWhjDN+zi)RSM>P${Yy=v#`Q>Wq6pBV3mXi(19|7B=igTnFxxKM z(oa8)-S7EByL8{-y#JX$K5`zAV>rpZ7I;LCs_yTeK?84`&U)KCoNa*J3CkO=jhME5 zIy`~*eJZ3YEx&x0aT;2BBTM&GB;hJe=*?UEIkDH{MS{$03J&(Be^prS2jXE~7V+xC zxN4|!ztv6681AwE-@I!JVkFZ3Z@{*%BGPj zh6B1Y{~Uaz%LkLUY2Ip+`EZ3t{Iq#o7k1@JIrx?=;fJJDB^_hFZ4c=?ROXP3naTm5 zrO)1k{*dn?Pa>C~wBIXiijEp4obEAPQ!T_%#wXG{FS)}S9rdIAf>}uMkp1mywFX26 zZuUJ5*KmWXX#DK%XSihZq~27r4F{5`$C~V(BITDyf5G5BSms}RA(Fy@v-HTguc;Mh zg<2n499)GqwPP-`=dzW?IKW=liaNAAH#rW_kin7Yg`l3|9Lca0_UiAzO?_m z6NtesJ;9k*aapok=;)rK1iE8)8xK-WK>xjc>z(N$m=i|1^lMGME_?akM^r8psf=z`a!gV^rIIW+M!4oh!Dho)6@VaM+O zJOsJ#5@X21F!-@IIWcjtf`l0O;|o;Fm$ zuz}#=Oj&l=yrF7a_?8bEkG*3E?4H1S$Zxq$IR&eNj}I+wT)=_^$?mNO7YHdTlWtkBd)-2M&h80JYGTA4Q9>%8J^z=q+VVJcib81=)+c;KUt}$z2EQ>Ee zPGk*6qj#@8U0{So4k}h>rZ8BY=FK-(7{u;_)E@&V?;vPiFMNpaER1a^?c`kjjb-A} zp0PVG^>&u#2;}B`rkB-diojRJa@%TiZ~7Q{&!&bxmG@I zJP47>XCgt2>FiO7Vk0Q2b>!vFOoyK_;^dbtVE`skjsNx%=@tNQ8=!@840&I-hc!9b(6W-dtvR0bWc5A&52#t5sDy~*$;K-#{hi{Ibl%t`GIDee>AWX5! zKXJJ_4wW(C4YkpyafU>H4m(<*?17!GoX#|K?6$NT?C-{=Xor--+yyz>(|6Na`;~C$ zX4ma*(<&$lKA+F`>^Kf+i5}jWVugA9{1n>OQ7kIf=;PD~hfJk0>u!Q1lJcdmUwm;N zmil~){lkrLBy>uT;gi1!0OcFr?Wah4 zurcUcHV3^Q3~7t=J$j=A?nQqU?7I}8|39;dTZ_AZTrk&=X#5CA7Iu|BF1Y|^@BQ9~ zub#sCCGv-B#JAA0!nkl#aT&%rIbT1i*bPIk+`pXrH3bWwN-KsZ*m3m5J%t=~OIW$P zPi*&fD;#4zeqdnWEP>|EoTP9>2dp=%Cz=Dj`v;gyG=+Y=KF;6~+ zm1zeWEY81x=Cl#(s;FdG@cI$-a+<}zK3xgpmz6KwelZO7&mP4qwA8@V^}90s z?>_+L>#p7EN>`99B~^TV)C<>QSw{YDBnz_sKp9gP4flMyl;AJv=gGeI@yi2TRphutvgON0?GU9MxR5?cCU}Pej#o5My`kb zbPTH!F@_0+M$cVck!j7&v+i5id;6^dMQ8E~5CKelLAIcTt`jNkO%1j>Us zsy(3@ureQd=<11n7@}LP*srt(3r_4hT%mHR$f4Nlk*pxI^zgu0=q9 zA#Lc#$Yz{=5PAMp{VFbTPn=L~c!BM`*Cbq9uR+hp))+V&fg7x0C^9)SM zFw1%F{ye=8^gS%1ab=CeAsWATg;k|E^y||Nvl$H>y20d{aq|ZM2fiLkxzv0h*Uoc z+!k)a^i-v!%)ReG=4bQ>UgLsEStt5L0ZUwXerEpSOE&a+OMGOJ8wbNHlm^~lH=JLT z8{yaQ0a6}c?tk>sIP&{iAVJCuCPO|-T=Q@OVoKqezJCTd!+fW6EIJM;Nn2W7zE_~l zx?e7Ix)>?zAz2M!hPd3aS;F=s5m#NDOtJ&SaD}Dofh=zduE<^SRC{v`7867sysdM? z)X-t)Z_-{cpC8Fbc&`HMDze`;Jvfo1U0N90M25k^*^|!%ze5w9$>AFTk0F0e;%QDr z1@@@Cx~ge(2}^T2<~XgpHB}M!JY|tL?+VpMx-1dCZ`Lv|TAmO3g zF0oV7&@cVtnCFlW42)j!Ow0U6|e7;iAA@JbmXIt z0_h4>Ik&qDEF8?Sbj!1pqv|`5ou2g)NI|zn)_CXOw}k&Bk@+c%85=hiH2njTbe-Vu zn@LFYCmPeQiD32Z+&eBW+OW^zv1__(3{0JFpHclji?B>Nx)l|E2Z=xNZwXW$uldJ}^RXLqUN00=!&}!C)}P6Gu&^l=@1*qy2K`vn;sv*J zg!R?*bBBj0AakpGjky)OE?%P(U)%x9e@|DKJUs>@w>((XHF)G0z5eJ))$2mrfyXU1 z4h5L;WngEJavl_(zjKz;cO8Z%Gsw+_w_yE0dHuEI?LDVF`z!b<6o|j>K0C+!3`fJB znQI##z;@=4rviIwarBu=y1d;e%)X+EuUUCo& z;v7+RzgA#1^}pwTumy*{C_T`N+Xv*BrvV>CFJW!djW>rG`f-gj!1e$y0mj&5l;V{+ zuvcx+)kon5Ht0I*FYT_w>LuA?w#i6X2w9uGmc^aEl$dY^QC`NL~^HAqnMW=w&;7u|N8BWV=r>={hF-@3jJ1P zXlyzRx&I7aihqJhUEd%5eEk_mY5g|W%JyNQ-hA6#ZWB4Gl1RZ-kDE{=Z0u#Aa|1|) z#;VeHzG2;=U*^fmB&c6rHWcFuhBnImf>UPp*k-pRv00c2-S!NBo%ix#`US1njW35Ai^(R>DcSEAi@qe9hEx2;x=o70+IcR=0egA$U3s#MBssC!3 zf*O&NV~zSRV4?lPU`-Yg|Gd5A7+zL`BZ>vloZ<4gm2UgyP!}EcTSy&vPd6z?_0H>$ zHuHU4mJe_*7x;f@)9gK+U~NNYmF_FkJ9 zHCi38MiNKWP4Nqc(EBrIInXp7+Z{KLa*dpnqiXWt{rU7IF3r}BeD`{Y&Cj0d$9YS_ zYI*C;m9D4Q`e4!imgg-T6jywmpOb;}5^j|oCp2N~5b5~|sZTgW>1RqX1L7<|I_1iL&r!X;xZq3Ys`WdqSF?7P)x zg6vPB{`?l5<&PUcjGpE(dtZ%Z=FulvIlm(DOq2aj-MiSIY}ommbQIcq<0&SAvQYHb z_EyS(G}I^UGFw;Q_R`B(10;c)5@QuaH1a~jw;v!!Rp}uj$i5E} zJr*5Xt9Id%(7}VBIG@70_R@jm{84N!P&U&>z1 zN+3t2*zWzRiIp|QqBCxH@V^h12k)?Jz|;a$_t;Y@?0-UW)M=!`fomZnb28!(*K1fM zxyuYT$PwKs?vJo(soGFQcM!<(o*pA@bTFmC&lVVc88=^TW#`o?z~&$KC8KsuoFesU z(sT>sJXL9r9^A$>t6Sqg=2u|k*Vl{b5e?8a06;*$zuR11M!ODMBYN3iYsGNlf|G;J zco(#ZU0k@&>k3Q0veeeL+w*sqbWiWpDQN!BqAuL#0hUot(sS6A!bWXK>WbGK^sgUO z?P5IwSrNC|uP=yWugh^7}8wdacWscU9m_ZLy-JK{Jvkucs3&!*PIb zZtu|SO;}+N52Sg!8^`UuHk?(%akA^cnz6kyOfd5sH*&v+(LEct&wZpuVr`kP&hap8 z5j(MWD*HMN*L{Zd+)LP6zoWKXOBRZ&Y{G9E=|fX!%MQ^&s zR^H!>)BUVBQ(l$=>8hlfS%5JVoaXqFZCnnNyZ-fZ#WBzv-sAR_SrJQY&)s>lAc}1U z;_b>ehGG2oz3EcjDA<_x7XX8zH{Tvyz&*7SB8xHj|Rhr!__CxDNk_nW>#X< z(h->V-m_PK<{`T8x_sx|z zoXY#QJ()AtWyS%9<-))FJAQ-8MXv5EK@3oL_Nu`~N`jRKAmK7YwQxrt<`!$FZ8>7&(cI8gBI&6T)0Y&6zC|GC2#Hy4V9IOI`|`l4l~ zx3z$zDm0k^y>*y9@I&Qm^_10 zz7#hG(s`^sb>tVBI|vKe^~x9I?_>JUV@C47C6K6fo@PaZ4f>dIt@GqlZ2ZGAGgZB{ zeLnMEOBRx_yr=Wm#mHdnQrH2uVlU?F#SP5awD zoU?v)JXWV0SA`>mB!xag>p%Z%j1P){>`IqvpwWzjNgQMDT9%T-gl;j z*S0z6N~DRVITpV&Je*20#3B&`7fR9@ES7e#p1o=T(+OWKo4eSz{XlS(@|qDR;KHsC zj?ZAyi}z8qc?$G#UYJ^aU5(w5J5=As8^M^+N~VEwInJ*6J(_903KP$z*&J5$ku;S` zCsiDZ-8T<-i1E`R`NR%(4n86_l%6ruc+N+lVp->8DDA+pW51~~m%hW`)A~<}&y?{? zqwrQ)oi$DjiN}>LyFk|ot^I#1%b@cY-Q=2f3yd&^@uhh5$WhyQ_0vQb!}tTUM4>QS zm`|W#8@RY8N6T_9%w!`R@LE@!U3#%%BESa%V9><>yoIo>s#^t|i1qScH z$|Xpg@Y>kQdkU<*Ng?DfZuUYCp!S4zYV`T4_%u;yTyh#Vc1=V8FZe z<#U2CL|yuA~+;rz&`88i4_l70z3^9PFYo%UZ7k*&l&2(2`=ZmnG>8$OsJ0B^U zY1aA?CoxNz&w4HMApW6YIwQjT9opo1E7)3>q51}kHt@X*2>*M_1duHI~f ziMy3n)Y*Wf6F>7O*N#EYo^l1@&igpvSpJ~N@+dZusa>U;{$g{&i@Q1s>)24@QNi%1 z8X791b`W>6Ve{SdQJ3Y_aVt>Naf|;G5E>^w9^aD+17D-X#sqX=>Fwn4GBsfWl}t9e7GfXIvU2Na*Cb^-2p%K#)S3r{_6*E?!TU6`o)sa zuX%SUs%H=u;yKJtuT){A9j|ok@Lw3?-O(^7>xaw$s;vb-+Fs(AK4Pg3uF!BdIjiY53hVt`WzO&*!YgU z|A&M@s}>>qNSw}0GKr*A0dbaI^Jg{}wv?=%=j1z1psIPu`mQn(o9mu4Te?ibiU(at z;3Z!u6TUO`*0Kn_3d%XwZv=1qX@du!R|xi--nd&M{uJB7jWlwMRB(}s{gX_!8&n#* z3GAL7ge4wvI+3LipcGCoKizW#`{Tt$g`^l^-QDSmxpf1qH>WWD=su5xmZQzbgfwAF zv{&%7wi!-O@;zTNih%`3ZDMnYFHRp3NAAm$*c7ieX_&+gC?Mi#krIi;~zat)Sduf~?W$;B4K#=#Mt6)592q)uAz#75?_D@NO)X#@Zt;>Y^^vw3ZI41dyl^;{0zn6>z8ORtY$_6&Uzpr_9Er=ksdoSF^kK#sRomB9-{q*7 zXnmPpCt#z~=aO5@&d{>H>N@rIE-XqM_7aK=fSmZwx+#_aV3pb-;iJ|;OyRnCi~H$8 z0@cEih^v=#q1dFx;h1$8jvbg@Av_bngqIbw&n~~i#7x~w1Jk2WIO=biM@TO+LOp@Iu z%liQADjF9lJbRWv^W-H9J>M40Ys&XJUpj>g_1jZM}497^l7nJ5U?GgZUJl)Ql=`_?`at%Go4Gq*RuyF{hLP(M~12oQ@ef z+~$~CIap!*`-{y^`8;TP@%z44W+n{r^8QqL%7oKMvUYMVfZVyfQ_Nyo&^5{~@Wmkj zh6yK%N76Q6xKT_0V(bX^gtZa_22r>ULN|rUh#!p zHi7}+kf#ZL1R&q56J!_p0e$AjKEB{jAy9eODejK_2s7_8P0ycZfYkiF18P3SnCe)5 zv?t{|EI2fe^WO`H)|-uqy}J}(CMf!RmSQ@zF`v5@{N@QPC7eriS|3cW&xZaYz9UzOhcHz!UzJ2^7oFnfZ-%_g_#uCkln> zejz2qD67#(4a3TZzwaG80n1UhmS&eWq4h%d?MqG3IQsl)nuH`LEMDvhel1*${q!9R z`_Dbcafw9L2k`_T@r&6C7zaUz-awYXzy_}Lvn`RM^^n;2-?3K3Y8;Zf%*XbT7AoaP zjUt_XNOBCglb+rVxJ&KV{g@6IxE@;b`6e^;(=n|+q#Gd6?^slQ{@+8KlR9T28MhxP zlhag5lCwy0GWouGqXE~g%s8qG=O9i0lw$6 z^qRPMfvxM??t?hS(Wz3cyaDrjN~Di>h`}t^L6=+xb(qYVaxS*GgQYLL#|xg_$E68s zzQXa{(C__`_t;(^_!X0^D3`~KqutWXHdc3GBFya~5A)L)+hfzXUY8te0jva{pOSn#2A#qc2Uz#b5a?ov z)IW_5`*+=B);1Wmu1x>Tr-o&$cW;;!+ThBZ29JDDAvT5Qncb#ggYN$hr_9#h zhN=o91$w4fXc)CNe7NlyBg~J3-9op0ScLASuKi7{`fGmrMb&K>&+(kQ?V<*)|Itkv zjw5va&EecCu7S3D#XgmPLglCqGS>5*7{-;s#^T(#SGdXE&?Kd0i2a@8mAYT2u=mDy zHscX0Y~Jc|JtQK5DOZ(bqj-jK`D5sXp+l8WlohiXELh?ghB^DLZ^ z;q%gKCcz|i0&Cpd4@_1&HF`*MmmKw?{_RH6n_wRtFjaBZG zm+9eeiTkq1;6rHG^*1fA_c3-8!k>KH_NCI(VD?V97Ko=yZhsCx0;4lU;f^g$ux!}< zwdFG-bXBn}{rAxo`qIjLWaz!2r@}^-_DcbfdTS3IX5fJ_`FYE)#}43zgOSE5=aX2+ zRYFv|rwDN=J3me7+<}raE{Y0!d7$`P(A>SqBiPOQE{9%&8b}Yms}0mhK!rtgrhJD8 zMvxcb_@j1gS?B*YeozV8-ye7#)jbDOhu_7>4t)kv)=x!w*D&Z@8jN7!w#T*o7sa*R zj^pfk^T|^ze9)F`RYGH)3**(BvG&r!Fg?DN{N)qE%vGtZ8&Qv8X>X%U_V=?;TM}>5 z&07ZJg}43+oA3~5?>(6r=5c~Tn=@>`dsASEMTyR*H3Nz4wx*mZf3SYimnDj^1zJvR z9D8|c50GBOcD?d_3iT%Ma%yc(;~M>yr~ILdxM*|4KfL%HQ0|>EnNCrIwi|BA=C8Do zbg11eglQ9doxjs3Z^q)HtION4U%EK(+Lb-%Wjkamo5$L5$0H^1VrB#jJ9IzQ|74V} z29v6_PtX6i%{`gF`m~26foSf1xrmb$7s`03mlIqFG{%$k`z>~3|Lel*cei~vpCMju z{dz2c`bUMsuarh430{}0t#}Az4Yk@!+@d%a6L!`)Oan(mG}|lR9>J#mn<9ugw1qfySdPk*7-!RssoC2i1u%b$q{}^Pe#2 zxs|zK7yS-az4o>A8hyr!Qwyc19gC>vNt{!meiB+* z4K;tX@_6~FaCP%Q1MS6KxXPX!c~PrPjwbq<1KW%~%>4ShZ&{@nTWQKHOE<6Jn(nKg z59eaBb*N@O`}`J8Zum=zCVF8LF?G^&Zyhe3ll2~zPlC>4VUMnTXob1t!u^xfcDTSg zl+Y(e2FgF>E{kjLpxd18Y1?BJShA61e^YJ)V~OyQ>RBj|H+C9(%dcWt!}N`jU}hY# z{{3F}#aHx0P3<#~*cXnHFfnTiX#7EFCxk}x5y{!n7G38(xVo}DY$4NJx-`oW(I zzVO;O^IDDo>Hfd(Vx>=DSzKaoJ!1y^W`E>)Bi##!PWzp4q27T*PkFm(hd<)V-tJ+u z^FG)pUlgEt6xKEMYn7c- z#h!2lf{#%MlxeHSw7x6F<#?)$V3}56bvkyaZvQ;ihtSLQNMMc z`7dnnyQ+HcAHtzvdacx1E*LjH`t85k@3^5l_jOMuz{cDCK2+VMm^c5ygxc>tkj-hY z9|-(`U6;PTXYb>JQ9Bc_wJ`x8d(GcWg0_Ts=1 zRf#8m>tIZFWlU%Oj~vy>er?(pyf~HD>i9;wh(K%Q+<$+v3`SOm97li zm0?Y`N0>Th+57#yB#w!GJ7LKBT8=JH*}L(49}IckTYjWh22babOHIwFVIan#@YYvO zD3WdREnB?{U2Gr!?0XZ3iys(6BTBho@KXnm@72q&DQM5srtg7+wsYE(=4YUxa7Ua( zKq=H;y)3^6_@P8Ytw`qT1gvo1qY;#6l%tldbxV3W1r_WTS2h=)!SpxLBZBvHFfBNl zjjFO5n_X<9r7vi}yvb~m(e+9kiT$}~J+noiY70Hv9X$eb4TT440*hd3=aQ3#ZzVKu zFrVspo&>8;EAJ@2J^?d_a*ok*`C+iXr84yqejH<4(rS{)#_2VM_TZT5 zklOE9{W`LSE5TkS2cPM~IPaY``s?OElsGE2+H?lGxu{)s56i*q;_@s$@Ph1etEtAH zcYstX#J|su01d`OyFrCJayybE2fVwwkaFEV^r?~_ZmA7-W*sqs;VX{=pL^`bFE_gs z2N%?#aW~(-fAJ4tL`gk>=b#Z3pMj_U*x9yw-%HNV^)e39sw%9@gy8a^0OxVrU>v=5 zG|u}<5LABFZmram#?d*;-R_S~khq(w;g{SlXc+1~BUQzSgtfZ2^iF2J?y~Qhph^d){e7gFh=`2ug|w1pY`j5n)MIp zSf^6`cENyZ!k_X-}kRZ3T{t?65U?5!x6m5D^ z19ST_Js1y1BI)<_9)8`2F#p*-e@np_M@904?k8c|# z+Z6hQ+7(8t-Q}q2IIRY_WpPN0SRHx13rDE$#QUikV#j;VWjBsm?6o8)2PLvVQDOV# z1LF6w`B-mT%uFiG6y)((Oj$v?ndiZ8-(GCzp_<)LmI3t04qTA;P(>2MCC0<&6=3M# zLe*i{?Rkk=P_S6Lh^6e`XHEGiSh$t+Q{3k7-`DC;;l&M0?|ClzCLr(rKsyt-8-^R6U(n;7 zg&M=9X5E~t(DCLU3o)buDDy{)M?9&KWHQj>7{i23omWhL$W-(qdd16bTmDkHOsq$T|7@8ZH-6c$aOis1x9O}rwJ&j z{c;kB%f1sz99p=zwO>1F;sdsP{aIUH9f^a#SDdn^ldx0d%oDoC6EOK@vHFe195%j? zy2TbUhr>o%KMmI7a3wOH>8IodQeO1zuIyfg2BSk}e>KiSQ-{R(a>yGfP_53T8T7-< z$qdbDyI7dNF>|ZRc?{Pc%~yW1aKr8sYKv^U{os%AJmF?t#WM4k$4o2U!oOUd(m#$gFfCyD zroE1gL(_#%L|&}mm`XwS+r6|{9BS{WE*}W1G@chX4(!3`v_JfhcYT2wr*Q4-${%2s zYK9@m;V|}G-KXHo5Qs~|*3?BTv}h}|MSaJEggK@~aQ0w0ETs2mp7Fm43#1cg!d_)# z>*v0}o@_Na#*anh8aof9oL?RnmAnT_ml>ce*8*k&{RJqk(m>2Klr)@mhPeP!Uqxdn zDE4aACFfoOQq9UiRUTIuj87sOMcu}+_bR&1r{{1ag@3(gr3q)IF5JFC$bq$X))0-I zA=sixR?RnN!~tf8_N89f7Y+Fj;0@+{c)lP!PtpBF^D^kE$G)55{Zi>#hn`+;N- zIm_$u92dJXAL?sS0cnqEw!po;FstLHs8i}ppl+$guo`*lA$$ z+5^4a0e4`e>&LLb&1#^~X9^VmzJP`QEzUf=w+qW!6)5dry0By`$??ZrWH~Q{T z4OTX}3HmSl!&p7n6}>7aY!3(s-WZ|987hs0R~4N&uBP5(X->m8K z{I6aY(`fn={ubxMyqT$i_w!IJkVus6>7w5Dlb08-EBoO1AL;Nj)B0Hd+Uak?c{OZ& z7)PnfAwvW6lX%Ka8%X=8dv_x1CN2pJesW37gE@D~c4Y}I&n8Uy}DJPGb2fp()(VHhSNsHHRKHrd5-9E zAF#!RLsS{fL`iJ=m|gkGV;w{36;C~nj)VMHHawS;#BnZofcV$-y&RqH1C^k0xTObA#KbI=hVtGW@)3}u}IjRSRiPIALxaf6sMQ}+Qhx}PjlOBn{Lixg>=bI-Q@7oFNdZ%xrZ6JRm1fBB4W^nL7MSwbk+P-dC5+CPz9@CzP?Zo4 z+AxY{#_Gt?#yYZiU$&5=xhfp<;GYI=wy30C{v3fFw)Ykfl0~=gl`zb)<&3l6aB{HF z7^k&;@>*&q(M#p3R-T#?RL*>LwqlUQw~us}Z$F#@(lwv4vrq%eMomICueN<#Hq0yS zCL?zHlC_Rpe}(-uzgExO+~$<%Fe;M`Y9KRfD$wl-!Pd#e&@>w%zkh?U#N@a6=#Su3phkhhU9! zkSbX8FMQZK`iPgw8_Kw?gi1Z)V7PPCRKBJN^QA_2t45l`grmge^7*r{QkZWXlg|$I z2Daw(CpB?7MeH`)Y#VxCXta=EQN_5UseFkE{{bngRdXSHKNS4Py>QmxKj=_;*ml0; zI8Lv=jLurofkx>wzsvQ$Vhd+4?i(M+MdLJS8M6QaRq)2cD6V_Z?Ho=xp3M)9A?eI^ zbVqP3|2oxs$GYt~)6}khWeoGn2?xvrsIV*Tc5-R!I4m^I>8fncc{433Lh8N~f#$|~ z`cGY2XvnoQ-I{8~MF-83C;hg$g)m<9AX^1yhA&IGjod&|Pbu(}JYa(@bM1?#}T&V3mo1Sf2@q&>2%avRzO9mh7LzhLvSN9B(ZQ|vqC zw6a^{49@?)c=N;SQ!qVVcAL4S1^T#D(`cvvLE2aE^Wv+T&@Fq!sSof&YfG_IF%{g2)_+vHlL|KYiBK|4Rf8@7{2huUdpIQl5;B zAQOyU-I-)|+5(%~YOEYDK7_fuyz@7~3Wm&X8*24@gd$^4qFT}-^lzdwE+#-xna z{6!nEiue8fLsC~@^-IR`umJ_hjhwf_ABZEFtxSiCs|^Py9maWD>2UJp$b*`p$MBjp zZGyb>01RnVT0L6g#+4^~li!c9V*C6`oN2ZjHtJuW6{&lP#hUx<@>R~k&@~!=RuL;$ zMfvlt$NXV}SbgKunZwxC$Mwwk*ff@pn0bEg%)`OD+rAr(r?G2{-@&Yz8cM$1{3Yb0 z2}5UReg4i=;`}i4-|-(UFjvAg%Ml-p3)i?$cUwghXgj#s#krPYSXeywiSR>c(!HTb zYa$G!xaR|W*DlM^EdCm^*}H&5X}GgI{0k@*K31y=bFi@ym-RmH|KDqPr8OmNhQmVr zA!d&Pp!Lc54*foToZNLYw8?xwuJ|6PnYZbLRw?@%r%Ey~;qK8Nfl_Ul$aZncg(wMw zdc8H2(@D@#DdZuh%Y%&)!W-ZGMPc>gek{@3?tzCfWu(yE(4Lwl{%Za=t_FXXkfzwf z(C)2(6MCw!u+FovXK6%^W}TgXz-y?rYmD7-C=q5JJ$E7R z7lIkVJGTw5_hZ-8_1Q~;+R)#PZw{XQ|M$_uWE1XG;Mnuh`EO~a1nMl68pWlHIKs(# zN7sD~Cw%wGmAU!AN_*RVrBr?xi1CQKcF$Nz9Q(Y z^5hzoUXY^>e>pOGEDxvj?i|qz%fzNjRSUWvPT0{?C-X=28j{M^^J=KxAh|U}IO0k% z&M(}h9qGOWefEr<#4B|;zQcOby1xUfrWGfG%JvfI`FIHCeCILly}3ylLjuIFvFFo88w##@2&&fAgIW66lNtuT0Rc!PtMlId6aB!GW10d(;l&X*vI*`zvwN>bR147c2Io37des60TX+Yw?$e z!k|&S{t9~ok~JzTBbh%yQ(1)M$IeeMxAefaWy%CbAEj#!PLAT_blATE^DOLn&()l7 z$%f>nXYZul9SBrU6=n*Y^I`hX*Y>yTd^iyrW9SW;FijKDq3V_U|Nm=zk@{i>3mQA> z8unEqDcCSD;cqwA?QLA`{db1I=<_nvReK!fjHHKMLmh$K8<@;AmkHy!2cO+b{ff2s zok$0~RiH!fiuaS?D(KZb&_6B*=blY(T zpZ47=!&U_A^pmS!k^hqdg+K2DF1 zz`(`_b4leXoZytO?)d%~C*7x-J*H!Dw37U#u*?g3emGg%Y4qWu&#!2hbB2+O9TNGx zRWM%Wm-+MIcNop()7BX=hV~uYWLFg{T#g{ul_r0O8JB-qNj|Yaj%T>8QTGpe)no!9 z4+cO#rTTNg&;XLIt9j%u+<=Z9Zc3x|9es8un`ivAeOpGj-or>Ss9aO7YHj%)`y+lD9Ww@?pL5y<@=E zB=)JkNGUmxvE2uubDZ~8aMkyPq3yI9^e0`G_Dx@a=6~e`ru4lyBB3ob&+Ur;#!Sz9 zRs`c1-+8~S)cde5+8L+MX9Y9k3vGr4tw5xwO+G909~OE=4o1v);+S8keD2v2=wJNd zH{j}q^J=<29*g$SbUgEqDQmM3g$?`ky=VUtj1UG5;qB zg};JI^U`TPD=sMJb112H$%3gb2?w&qYhigNPd8{T49Szm_V1D(K;HUKCz8mj0T2p%Wj!jjH%-+Ny!B%A@g2C6Wey~>bPIC2-) z>H`k`eZftj<4bm0oj9`XXMeJ(D`xTEfqZ47a4K9Z6u+&0>^XFgtetz8LXV@8Em!z! zwqRO8$uM%^11wB`sbOJ%faJxa3(R^2xV1dvB&>Y^Nz#|!y{zkj8o|p(-7GUWRur+e zJ5z4ECw|2V|7F0*kwlN3B7!g|r7wK1^eDDm-^bZ?@)wM7ez)Z*^Tw|#zo@*j@8PYZ zb%s+yv`}*wA^o+vvGP|G?rB>jUE}6R(W@CG z2pSNm0$ulUGZA39_>^Kp%TXl7xnH0XH^b4xq>F=@96%Yisd_R*gKfvY@W1H4ffFtT zS*KL&u<7UFLFOnPY>Uii{VuQqOh3)<4{6Q>lP%_- zju>3rdAmJ8u@{M#dD1PG|H9DM_0zt?uW;(f{*%gYZxX20Z(el?s6kS%O04$DRV2Gg zcGR9-1=5Wt3kPqcz?A4p?Hidj%;%VmEWViljog(-A0N35Q_??dnUEdkuH+gijvj`s zmzsWu?3JKPY}4R_8$~K>;w-kuh zL-)7nM?;0FFgv<5(3#tbc{j_d$G#=vG%29@H?JX5==zu&5}lFaMg!h*2XI_O>(1s` zJDBZScCbuphyJ;;q?AKN(7*S5QwA*$bOtosHr?Pyiro>ZZ$mB6JdkJGnHB-5wYQmm z)*HcO`L+@+U4bRjM^;lF^YFWc&>haWf?YJX4}|xO;)+AWRbOTgtiG0VJ4uoS#^-*8 zf3CQM$)6AJdM`qP`M1}ruCoZh^pVNJt6vRaY32cWtza1mraxp4Z>Yoiy;sNNC&#cS z)rmkIWDCtr=6mvjcnEZV&KhU3Ph)rc3#TOkT38a$mr*QH$A*mo(ORG1(8_T-fg*kq z8XlNS9rcKTZsG71KjsXGe`#o`WP1(<2Ws8F$o|1GNU{12Ct=pG-Cz3lA`To?*9h-Y zfUY`u#sR07_?PB@U+j)4Aa%;eR}Hsf$ARi~CB@^gvG9RbX5Vw%q;`$4rs)X^M7n<)AT7X!7SIG8>HjD^v5EV|RKtDqU6@hb`Lxzr2^o@MQxrt-F{xwZ7 z{$cu${aY4n+4)=8wz5EuijI}UbHxr9He>%2-+K&-o)^g`a=iIEm@5QYH>c8B-?Z!FvU3b2=)?maE*T9E*Z&=hFDidDmgPh8^ z)c7YESQHjrGpo6ZjTI|(?Z;v(4;K zwVCGVyfOrRtesU3XEd;7#}{jL^=(dSSpcF`}Z1$qYvQ2AL~8j}J^ZQfU^g214HoPJ1hfxcf!UDh-=3`AP#~6- z;y$>|+Xm-fx1K1%ETQw1>qSh^qtsqmAbAkRIiDF^ak+%cpGB(t_btE>N1v-sb{_oe zE{HZ=UxLxh$CeCiyJ1fKPe7E8I822d@DwvzgAIm(%a?!Mg63`?DlQudY|;*Tc0t<& z){ZNw^`BnA#&-Sh0xrjqyz-8-+*}p1E3?-gE=OQi8~wR4H*H*ywYqXiy%xvU6>M&P z?!ieV=UsKckM&h5GPYdq(EnjyuHoH(I9_eSr(z(16i3F4IPcro;Jl}VBlR?9U6kG! zTO?zl<({X@MvOQS`03QOtuN4GW3Q*fNC1+$X!TnqNo*J;y|oaX#@U?tt-Be5kQSTp zLY_2^<0o3aQf}zrzc-_GH@q{D^iiAtxT^rP&c*-q8QkU$CxgBG)dZN8KE~;`-5(=Y z{ayri+Q5k4iP+-(88}8_2ri&Chq`ZBY7KD@fNVI#v8+>%rK7!%4$OoQH0!6Dr9s zw|%LtMO?`A8Rj*4P@h^RwjMggfiVk0569&+t0k34z4#dX$oqGHCK@Y@;oq{f$E?EahD zFaPx7jPy%cTi#@>-lpy6^Uw>rZ_d-HwJhV5ltNDF&lF7Q9}xHX&lj?0cy?KIyan=+ zR|DaU?J(!~Uli}BStxA&>cilz4TXvxhgu9y!&q|Zk=$G!7+1~8`)c_H=ZG)UzU_~} zq4P3B*T3Awamvc6SvD>p)weI7-uqpN=7V7OMTH(Enh<6AUwtQW^did@$3k|T9m<>@ zp%X=dVGyU~iXmXq)3n97(W# z&-7OSi9Lr-73qA&iF%vKq05n2CR$7QXBmbR>yE1xiFbe+t{j^_k^uew`xsuAP_YjJ zZ%y0xAW6yAg+F)`NzJeR7BfZQ-1`!_SgT9WK$%P{V*CvieSus$4_UGIYDv2G*4$@J zmu^3<9Dt>|{@>-#$piJEv;AP=I8+So`m@_$9LR!w=h{WL_Qp43+Y#y&>>oq(>OcEo z?I88WlM82&Vn}<3Y?z8oq+qqP>`X9s)NL>6_aF{Br^naup1vYV`U(m4krQsZH;y*sc8yOn-dwBQ|n>ZysqmjjdAjvin;;0I9<~D%E`&dhebe zskm?-X1&xTGK%kPae<+{*Wnf=nwmF}7gc4kE=KUZNbm~+EtSPP$)1Q`_zP05HR-^j zfBnZj&m*u+E_z8aAOfdO8g?n3A;I#sqtiNWY|v`xMZVe`fTJdd7_NU@g0V%xs%$4I z96GdklO=irmna80?h3f$$V;}o7u~^FQ=E9ut;*?(+aeb{2tb5#KUx0w(zCz&XBV|pmg#=7LpCcJ{jJdgQ9Q7 z4woeyU_6lJptjR5?01atP<>{G{S;B(KX%nP7ttxRJ3RqMOpXb$lpMuH%fUJCW8&CW zA7>Q!FB}TC=d{lq%K{wm)o(57#_Y%UVuKQ;mA3!Y4IlWt3=`pbSId4~hq)iOgA3{v zaE5Rw&dx(F7`;z-kb zCha95Y_9TW`fpPVlXwN*bTi2!HG}i_+4#RW`H5dKA=(l8&YGOzbXtYEHG@8tiBCZ8 zsebs$mm4@YrA(>qG{S&q&|)(tm44V}H9L^Ts3D1|B`=soecYq`wu%O#8$d z(GiI`_Y31rdE=t`_Y>V{a=->y7p!m@;a#Iw|`H>Q_bY z-u?UY|T>2Ur;>LTBjM-81gDRA>(=)piBC}f_yPVqtF`SSf;$4EGO@KKn{uK$0p zWBB^y+E*kJi3j<&=DB-Aj4SNkCz#xOOmb0Q0!R1mBz`MoCeYMgy}SEo^;Vxhl{$2k z6I)J(-A!R+!^OLNih4#@aU*!=Mx5I$lBzBCe)4z^Rl#Q};$j+b{;0kh-CbT7m-3hy zPGEus`JK15X%E3dr%JMmj}1ge*Vwr>zJM~v6z%xLSJ-qlOF4vEit`^{+}&w$6jv{J zp89*)5!*~f+`E;(!_=W-n;_w4>^LuD`Fx6Hiwn=Y+}3o#x!7V)&x7}Is9)dQ`|Lbc zHE!6?TDKr^?-}@JU;>2=Qg4D%)nQ@bWQD-}c4#it;NiY`3hJ+UY`<$+2%jGd{d&Vu zjzrJPybdD9K>l>U_1&*&To9KkYj#q=qMx-ZvRW2M2|mpnab?RVSyYAd?-@e5&PuE& zZ!Atfs}@M;D#uqP!+bPBe{kd?eaZQ-988J)Ppw>G83%kGT;y3h4ugN6=I@$#52FR# zf}Mxvu!s-mvql_oy5*dsYuiT{K0i^V~rO*j0R}ZIBZHn{kI#xpYX0B`IpX46*YWr&FtPx{d_^5t9*F$~#}$?s z8X%+H{#hMsKUAt*!DaSWxGq#X?9|2uW0zb6bh7EN-*TU-zbru6pR>6dt3HtWIF4Vn ztqf)cgq715m~rTn-Q%(aDy$q~tu6lbY>O9+YxXQVAgL&XqwDWiXgIiAkXmJgRqNl^ zkJr*c$J+(X+S6e$l6WZn#-9@SY9La-PuUg6-!X7<8dfRM{(7JMueb>cChcAX%eld1 z@8r3cv8uTCM(ukT`z$QZ-xX@gYTfFG(+v6!4%iuNSM_|qD6W%;X+(wB*k*W+-Ce>C zHnu-Bkp1@@`weeh>&?4~6OsY>Wd-+f7@2v8p2QJoOWGHiM1I1&f`VRaZXM9#)B zuY+ygkKHW>9YDMllE&kE5=sx6JTbP30)Fu_#0I{u_PmKkQ~2p*rrNsg%5 zr$Ilk{B`u>TLWXb{vw*@Oo0j%58spGpH9T0lY_Uoc1*#jBgaC17X|-zl+m#L_yl9$ z1S>xKk6pX*5_{wY0+`PCV~Js{+}%qRQ10Nybx5oP zJF3^!Ozw0*_fHy**Gzk0#ApA?e>;+p^6}k9G=o~JExHhtG5njou2eSVpN@in93O;Sb1C_ z&^R3bz!guArR33;9H&<>e*V|N+qFBOH%ml3(1QsnSM0X4tRBTVhQ)>3Rm;#@<*_>> zw-LkC*Ss@md0_Ukpu$x!#X0Y{Yb~h{p_yt(d%3#^TP`dwkK5?MLjMhe^SzgVZ0aHx z^t2O}7NXP}%bp|kT~lI#?;Oq>-8^<(Vi>7>540Xxy~B}?Sb2TRG?-L0^@6%{4ezf5SzT8y_3j){_AVF4A2xvQ60yO} zi<;PX;{L*+?f0;OHhNEz#4>?iVl+r{mLBJv|43g8X0tJ3D{KID67oRtv_NI@+n#x`n{v~oG{`4;#ljq2;{S-~0 zeGnoh7`cFyFA4R!w@<-*YVO<-Gk<72@>YWO2Neg;Cc0J4K7>(??#tJ`x8r2^OUb~P z^DwR#@wzax9n1gPS{}Q=jSFj1L7x?t%<g!d#{^6!O_n?Mh0k&j{408YD8*QT7k;oU+tm3wO18fr)Lsm zq4$NSX`zt{4j!7}F;m>i(WLgrgVQCj`ud2iPY?;KiNBM$?v+FP=a7|W+lH|#rQ6!< z0~d}9R164mt-x#m#U+Z(4~M*%s=kt5BKflB*Ix<`aWHh(T;%&?XgS&uRV7Mdyl24v>e{jc!QlI6R`Ww(ni&*jBA8hro*DDZk#*IIXx?Gh)FdjVmvL#^|Cc~~1 zSr^iAD&BeFN!Suhi}h8Kd0T);DUqC>`VFLMulwbH$}!~gzBeCf&0tP+8-T>Rhf=pZ@?ezZ>4kF-6oLH4iEoE# zjp8$LRwp{ck?}Q-4?GA-A&{^}^V^;B1s+^qZ&OsB@`m!gNsdm&?2uh@t4emK1CErn zABfbtjopW8T50aY5a{!z%zs*$BH8iL-oDtYO0Jj>ihk9(7M=8_lklUrd|*o6T)pq81|&RbzAZAR2`kx|i6(9G&>vM(T6+5yj`#Uro=Y+Sl6%!# zUfNt}FK_d+`fmyf)czRMUhM+X*_IQ0^b%N{r1HT*bs2`8POt}_FULHm2H~1MUl@|2 zeLDFx3PL%Gf{$z(VsG^WdDq%aqza)BE+2p{r=u^@T{Cb@=hg3pQ+Whh0hhdt)toK< zk;wMgGk}f9Zb?oVv*UQiUUs>e%P=ld7L%kG2F2=So}0Gj*l)M7uZLd}vq`Hnyf0tj zf=lx)4n;N0wL9MUwUZ7TjCgs3o^a!YaQc^UCo^o%lsRkuJr)`qRTJ*Th~vb?(c(uz z?m)`C|3D+p8j1N7t|_Gw82QJo6=6Jq3!|4kt!i3u&|mgi8m}sD_yw{>DapXttGr#x z+RoU?p+oRKuMF!k20xW;^j4Q)a#b#Pu0AKY6d?lefTyYom|PWUNOf0kr@+9*od+Jm(uIWK7bVt z{zv!!6N6zM%{^T*GpI1ZvU|ZO6g@9Z6gPmG6_lD&7y=w0R;-2{%tVs#$rTI z^*}1e_{Uw!Z=knjw-r@B8Qr?t_`5$NPTn>Y7*Y|#8C$;M22&!m9QovxbT1MK%)zho z&K?KS>7lR2ci-c%Z(%i|_9jq{-#*n6*NDWbhqU4+0+D!hr;2G$7gS&BF!Q2yRH8f5 z z7+XWDr~%XqvvR~)&){4ggD`J;AW~JdBUv;yuH_Ter5Au%3+8=Uzj&2 zC%=jf-|p0Ou(#lP|3yufDR1nTRhhAz*M|P_z0$kC3qY0an?F0Pb`$8xQcL_<$uQ~Y z#4I7q4g-oZH8amWU_8)$|IoD=9L`+lyW(~NI_|xcrDNEEi=mutN_t13@x_{#C}%y6 z{v)28T-*cYE|%%+N4T+RU+JpK#eVG8>{OJTY5-DQmNkR5BDDTH@zAYW7V1|&u)Pjy z!Wx$zH>sXptQCvC<>4g>WIc`-*DiSB!h0I9W^BV{x5xnIfoE7>wv#dcbtFt~-*Mc8 zlL?7Tr5uuOH86knrR&c8X>671t5j=Qf68fRPiv0G1v zKSMGS2cm!c`qL~8^^ep~xrUU@t0FsDbYeNJ{KQ>Gy~U2=e(5CgMb zUPrYVj^W}fIyNItE1dp#rLQ2j9Otc@fBea7#dTvX(FaY%K$f-HyGO`IiN--)b@eYd z{Q3AYbV0KdNlRWsx4{JZc8u0ON-{$#IAqvY>;MXXqShUs8lYChoU?5)ft77{a{{)1 z#HGAoSEFZ*SWema<*mIBmJ)SM*lQ|ae(2>e>+x>r+bJ_}@T5A7NdJAj*b$9WomDoy z3_3_UKH%}2xaHm5I=^afo(Jl=-v>ppL|Su$DLg`PZxD*y0#98Nj&K<=j^dSC_UUet^ldS+4pjeABJ^0*@|Bx zM%cwR&P<`diL=#(+Arl-pewqDht2;2MB7bvd`nt{bWTG{DPQYAVQK?Q^8qV=pbiFHg#gU`a z7HM+^1lo%->_q~>4T$$c!gW(da8y@#Y1u6o`Uki}kNxI^$){qKx%UoWgh3`Fa5WHU zT~CK}W!;6z+xPvC4SPZ4$N9ZNI~bvd=WtQx)ify0GopNcqyp^{gdh8ke?`iHA5sjj zPXN)<6n6@-!T^S!kTH*gm9;Cjo+q|AC;iJ{?Ccs0yWRJjeEJ?ny;co)@0|pahpO9w zHDe_2>@^hGe_o;7U)k5Y91Z<0}F-+R_hkOVy3A~-GAl&(D7R% z=TL(wq|ua;7ZO8ZS;yzuG>sJ0N^3~d%iM!`g#-CA>$hOTC@gQp_ym%w`_8>94u`S1 zr%o%A&N!<@iQ|3w4LamQd;&h)#+f@Ar}oe5L*wd?`@zp#ko>~eJAGJ?K({~O-8ZLx z97u7K?{TV!>4IE+Bo0BB#{2DK?+me1n!mNtW;b-}dJb<}evhR)3-+nln<~-YH)gP9 zEQgViw%KTXDEK9I%>>+4eC>k z@Yj+jfktg?D8hUh2zG{SHPSVNZNg7-RWpon*nMr!?T-ZJ z*_>}|7}lY5r@Z)oiv%F0XMNtgKM+=2l;$rSN`d}f`H2+YYgjPslos~l4t7=;7YYu1 z!e(WKm%|I&aA7vbdUyRVT>3ZL*mSxd|8@vneMve2GoQbmY56P)ou#yKW#R8}oW^3a z_|zEosokx5k?aTkq|VLrXBn}BLtAMzX$eM-cij`)tpW|dSXqt)y+E8%c8+(Jg*9=@ zU6q6PVOi!s_7`4;NIG&SY3HsA>*7Fkxmq|b{sG9pYp2Sk3V|Xo5>E_gg~_zy+h3m2!%zs>{(7?#Ot`Lu>{K_z zv4!hr%6=$e3~5pNRQwQZ_BZ6yjK%}m@o~qh?FSg)`(er;or7fl%BHwBW*Cp!=Xj-T z01m!d_K%;R#l+ih!*`PPVbN$gg`jf?7H_zp@;MU5V5cEw}gQToXGCk5E_%Knp(z%Cg4o@=Og!Y+;f3@4jS~n zB=i+J;5?1QgI8}na6b4K?>-_Y3_17eo_4x~Wjhl*>aW`o80eloVcY!>Q*83zJh}K4 zC#@VB*H%cl<}{NVFmnu7_MaRixnG5`+u16@74gt-S1Pl4SQF-I%0>Tp1ORzLSlHTL z2kW_K|5NXMfmJVR|H;nm!9hF6a_5`{SR4J*BLBJpyPlkiY!=PKLABKEwRCovjMk)+ z;uOV>%qy{uEB-J|esE*D`2vys*%xoN;23aWL9XECvdu^ z7N&S;_Xq!Vf;GLjYDQM?kZ31=@aO$boQ;2WLBjPpwloQSNOHLXJzS#w4IKGM3V2Y> zvGWfM(NDZE{NN3Z7tcEY?`v3Rb-WgzIt=!=wRM=DyWx+}l}KFPr|-BrjFnNs$syYU zu)a~|2-3q+|F*;eIuIKO&Q_d2&L zQt486?USa3n&Mh66X~sa@%(kcVaFu)9(_#Ta9I(jR84A~BHv=ueUoj#s0hWmN)kew z+mNW*zW-F?mXC^a&U5=G09hnTGRDLMl0W#p`nvoaH@}MyQcfDJWcgx zO0ppQJ$Ij0-T5=5jGf-?X}cGGKe{$B;;|1?Rec!_R{esyIli?Rw_aEAXw#ZjfhupXP&es3btphsHzVqnsA7a;m*bw%J zX{$fH+!L+0?|Oxl##~-jw^V4&9Pv7R&mWhUuT(EZ(<0UB^lau;e;juU4mf$C6dntF z|E(;!3yEEM6>k@5VL-C##e%gmj>wWc_PyQ&%9C?R>0eLdM9(ST!7rKEyYzWut(VH{Wx@uAK3NUU;+xdG@Kd&WS}4>aR1oq2S}S{5q}eN z6G<{Zw&$A+0rl;0a{lcKq!wI{I^Pc}yA9J^Ed24g|JNw-*Vif$Zf1Vd8iyEhI zw%8MBw?D2Cy?hJgqvb8Bm+3H6X6HG;mID<#Zdbcs)x_zw znooY*2XW)k(`V%C+pvSc9OHFp2P{-Fo=wj<2J>d05=vQUVOn!;`!k|D6gsa|XtJMz zm02QH=+`o~o>FfsTcL%n&0RvAmKzRc8;=^-2%*|Rn|xPmjxg~$HTvA_aTr5BX# z#D!ZB_H0iOj=q2W%&O6qKr=9PRd*K~O#XU!itWZ(7~JD-LHhe0dV-2WzYkBrh~b!& zjQ)P?sa%N`XRgMH%XV&t(T^b^y6Ce#+F;|J6rGn}$8qs)=h#jmRY(c0GY_@i%Bko8 z>8YS&K=HrYYgW1jG^KR^ z;Y2rqPW^RDz=LTe+B=QB(W^rQ2BQZL1n;;akzUs&naY3-e6o*0=@u@F=$ozXH~<0P zHP#m&mEs~>@?ZChSCPV8pXy}3iXm-UihpOVVOTH!Bad4lAW_uc}DH&?+;-rGsCAbTUO=vg0VMrlwx8eq4^@rUrcFwl>&*in(3vsWT3=BsZ$2 zKLg_Kh3NzNN1*n@^;1*jQP{b|b^EQ_V=$%mgQp`}8@g2Vg4F)AgO-d}pc&Aywen)vkB{V5ZiNR-rBlTb*s0 zw8S-`Y5SKdnm_6||LvSjPulPn&&pSahzUbUe5hsK3* zOiD^T#wc&={DN{XC(|IERQ>2IIS1ELD=miG%%SbvRHf}g9E{hRWPd0ugm(M;7A_S< zI4k$!PJ~JWHm?2M89aL!Gd0#v1xk8htm&)(={6e_fBE;s&3_2S0$n?;1g6){ z5x!mQQ1Oj_-&eZ=7-=4>as^LonJ`L^KuXLFP=&p;QED=ceZ!*9#(^H zo}SD{t#_dP;4Y)IzB-uWoEp6vaT8{~ziDKQGr*xwCAXhg1;7IPb~EL}6EGtCCQQm` z9?18j26JD@fm>bQi-uyrse{SZvlXn+CF5nmNjDATg*^3hYdP3_h4xF`TrO+`6n%KA z=miU&I}3~+IAV(^Z(LHKGEjD$p>2<8LSn2;w4QQ5_I}Su&k?w+c|oP?O> z@$-RztvCE0ORC_QSNOZlYmG3G#@VrSei}#Q;sn|rqyp)f@Wsc8T0l-Rtrm%M$FZ58 zinI&O7*jH&WgT=FP1mKWe{b^ys^x=d&-3d@?CDC%|3r&b*^$`WxgAN7opIye=b)_R zJuNYA*VZ|o8?o{K26DeZz*_=8^ln7)W^XQIy9)o`RTf7eyi@$>619$V!`~df25rrc z%nxm$NIqCtVR%FKX7MP%X$w(Bbh(qng~dI&s7oZLc;Po&75PIR!A;mR>@Q|t?>+7&g8jY z{A7a59_7lZrpIyQS)o>YMlXhPy5969vjX{Y$`R%>3OMFWjCPyg#*|_cU3G<0q|!bF zjwekx@Mh9^$Mh3Op}Z@5mb(j64sX}kwQmLcIu%aIV>2{g|DASHl#0t!sRPfY=3zrj zO-g_93|a;RH$C4Lg(NN4SN1dafzs!2<58A2Zlp`UIL`DC=6m?lkGV@>dPHF3(yuLE zDjRPt`$>TkM~6d^kL8tU?VEO*{WgU9z!FOjUrC&C=UO1Y5QoMn(&>V4C|-AF^spz>j_!EnO)Sk2 zW%@nD1B=C6Tt8REaoFV;+_s}I$Wst(`FR+7 zva^5v3-m*3?n<-+b3C@S^DCayV8luFYaCI6y)f$&;$3ng9mnYp#l7C~0w#Sks{RPh z;qbaetU$m|r1V{&r z)lhhawbUb`8{3NXY>VP_VN5e^<{U>qG`?=KlkVk)YU!1@G54X%Yd1)KP0oT5-DshFrwQox z|MLBUARly*BIlKvt6(bh9ZU8!J5>I@A9aa`tVBmkUpZD0h52I<-Y&Z=k#bRaN1fwC zsEpobh2N^7irFJd%CQWGhO$hx=m)X%@PzP77vKHJ z-;Cb|pE5#UA&y41FI@c+immClZ`MU2PXFiskk)lOQjSL&@XO{R^_8T>y{l2!F!Jl4 zg_D93eGxLY$W`Dnlgm+yietF^FL2&g^e0lca~)2VnpL84kaQHIR|Cpn?e>v<**L{} zCr0vi5RmwI6xj)8SZ?;{QxwZBEH%tI7=2I%$#ZclY}B7vRBH9rKxG|L^aWLpC_4f< z`DCB+m#sc{_$c!9cWaCck2t<^oepb8jmPfAW<&Q_W|x6_CbZIN4C@mJICi|H-Fs9J zMyq+tB%h4I=tF`0;UohjXb%T}`xXi7ma&p|s5TgMqv>+7njns@400*F+W{$O8e?t+ z7(%yJ7XQ~6cU-1t+#k~P4O_qapH=hrgeJqEN+yXe&>ZfsaqQ<;=+z(KB89(%vS&Z2 zwe-WdY`=3{c>Xw$dsrTp{kV&(l_$O?vF=0y;YG`HCM_U-Xnb0t9gH~#o{l@;G=NT5 zdZEinpKvg|h~;P87|#CT6Wqn41&dpp5V$J=DL>YAbk@(oq{Jw*=lu^bbSs!}Rn-gn zV}ATFDP@3>&&%oL^DJ;BTu)C678yC-#Vnpb716kqI2_2y;xcouT zk@dzWSe@Xml%f@drNRA=U5Ct|_W{4>&6Q4^-8YqBAX z95T^b9zP2y5*!6h%27DL?cL|!d;oKclHs|C2rgAH%dg7M8^ed4D0ha;%|%BIGa zzdL@HV|@oPwq!v*P7`P><5Uw^Qbhkm*DU_lQe2%Xr=7p|5kh~+f~30fmVfm>s*ou` zf)rP(kbET!`Ij5D6%wz1czApC z47PsDKE~!}gGElS)5SjS!wQ}lQ`1M~KnfJt-+RFr2IL;HJq&fgDd`3CCz_*3NgQz) zYk!Uq-MI|J~!k&BTK9K^l*4tSG=3 zLuSz8DLxp=_;4tOUJ*Xue56&K6$AN2M_vOC*A<$>g4Xwys zhmPcSDM#mMs2XG85IVbx{YR(1-F_YFkaOoS67qb~&vIcCOB&{p-~=poWm< zraTv6e!}ZV%@hHr)?f7Un}35*?)XAmi?^83aNgugXA87{l|J|JBoi)}giLkr0BCfz1jB3Av~dJOXuHWsVE)C112t@CA2?>fFaffc#8ff;=28{2d=f6Q?k>NSk&c7* z4B2z}BjBFjHX_pT8hXuLB1!Qi?ATZHM}40JY;-*i9u1hs#a{(x18f>F{;nNE#A30- zD!wDZz73YHZRTDwd9OtC)!wV|!Z6OI-)~{l_X3Lk#S5k)G&p>D;JTQIIOM9ACVtr; zh(xMq-OIo@s3497U)d&v+2P$8$GIh7luzvITZJL)vAFE`@I5zH{C(43IlTiWdq{`9 zC46D-Md`O?PixGPil*~?^bv;NE{he zIb=@YI|xOQGASQ-S!4a=9donK%}6>fJ9EQ+tLH_ORlZ-P$K368Z5|gGaqOc4k3w%e zEHg99(9dV#jA{q7SR@O~-EYxWX?KSCH~n&Dw-up0>J))TL=+2%eSa$MoQA^opq~B5 zieP>^B8Oj?4-zlZh$p-i1FCzy{SCj5ILc9Ha(_l0h6ZoOaMBN9h`vU*|ML^r*P-Or zD=-Z+Pq_Vzizc9?UbJ`o&ls+zd@1jj_=rm%cIC=_wuhmkSJ#&$#$hWRl@s6eLZzMh zE0KwLoUk+;3Kj~&$u@=3fhWJAq3~#+)%#a4`1o(rc70c9^cIm};(h~@{k`&j7wU0< zyWsTN*{IktEHD!(#DFBTa+{_VIi#*L<$a0T2V*s(M)@hW zNU{C8`!~50CQ9!K-EDpepLU!-E~PDvL-9|7!uI`ws`kRjli`=JmMd6{-E%j#2TU=f zc{5|DzO*NGzYcUZJKK-G>Bh072a@xW=U}@ zTLGCQEXcA=n6^}bIZ0h9eL;2t-B`!+4!U%#TRIsbuA~7&=kLkwxTgmF*(yR=+^;Z4 zoxF=Ha2qTiPKjO7k%#fu-+kW~`{LWWN`4uRaBLB8NRN5P1q(((ETu9g*lckm`-kU8 ztTX*P;ar%DBv$Dv)8pyrz<&Vi_wx*Mv*ZAgzF2G89ZGH zbSKcvo#)D)8HJG-wxM~2yf{rhy`y!v1eQFlOLo8e2j~86*f!DrfT#iUwXjtUAZA9j zO(Z2lQ;o!YzYz?=mrl)^h z8fLhQPW0`shsBQ{AIb?Y<5=J}W}83Pa6yLs`mnSYtnQGPc=6i_XLE`zp8dUm`F#@q zxg^x#6hpAW3f-1}8+uH3TbjXSI_1f|l*^bCFd_CZG8Y@7tT65KHY6lasSSyODc>MqW zV_q14W3U!F6zgs-D97V`Znb~Ay(W?#OgeaPtU^~5OVyRf3eey8#r);3mq4=UR-Nh8 zCNMmsu@rfs2VIQM{|VQ+0(t1VdXB{sOzhvw`?Mnm=5pNbM;zVq1aO*g8XE)R%79E@ z3;^-+-Rjgld1%&rUG;#E9($-alqf}X1X{Lpe9z9dK=ntq)Y>&&!ZuH1e)?G(Nb{qT z@}+rU{6gnbXF?Y={8)J??ehVrkF{h8zjH?4S<|C++j6kqE&ck=)^AWWxxB`j#Rn6L z)KRs9XE<;?T~rs+>84pglE!h%?2BDE>`-`6;u|N{R|l%* z-_C|XB^quvb5U3=^lHuY)rFSM{1z@$gY0XDV|%agV@i?Ou3*g=7}_+cwXjabhM%`O z*h?Sx10yWW3CcWZCmXOv=!&~>ygwAKw6&O%q4 z^W6J^{%UZbxXkd|Uldh$K?q@zPH1vBu>?23%$_e{d@QMYlkJAg12`*O7UA zWGf$M&%c>9gvCHjzeg7N(21W*ZYecG%ubp;wp;f`5;|lm&w2=JH^$_YyJv9C*s-v8 zF$F`*-7zyv9j5QCr0eD86Ikf3mpJl#>uJ;@OqGuS5Nr0qPyg|*pi;prFaF_FHZ zDo=443oAVhrDum=I<;`4T9Y4|#Nwn5dU_+p@k8t7`VLr@2-Y5Bmxpqu0`^ZX#X#A9 za{i*m6c)XH@X>e&FRlkuE_;0y$EkfS$yPN7fhtX6m)c#7Eu!<<2CO{LbXCXcgjF~6 z(N%^0RcyqWw|cGnH-Ex(Na(=9w*xS^!(djh@;x@SGpxK!%z@>zw$VW+!(rA_Il#hw z2pguS{1uK@!LpC4@Wef4SfMY{WE|7Q&r|VJ%iFYZ{D@U_qWpUtu9Jy9_VOK$*E-%} zph)7J)Q+H`*8gz!x=Ex7Q~uW8t0laDb{d<>fBR3o8-+dF_C#sUy=lPap6?H<<$Qs7 zdtZfThca%C3+yR7=a1x$z0?FjX~-A!m}XPAgN<{VF$Qy+(Er>bYDTXL=Rd@&H6Cw( z5ot~&*O?O-_SI`9u$W+n=fMNCCv;%Q;G9gCnInu2KWS@fUxVe7?d?HvdRR6cV&FO4 zibb6J48;y0&b8Pyg&NxBh$KoQO0wynM4GM!FYQ7p@=dGK|8eZNw*MYYK4T z^f9L&JN|BQ;^mU)Jyf`^ofWhUT{yShq}=m64*< zT;ON&8=B7iU_FzujHy(CQN>IF=;us%shng8gNH8*MjI>O#INRVMW4Mml1ROJ|L!!P zac$GZXF6Es-+P!nrN-9-X@Fu$YeN%6eceb*M=m_D{bW#e2|IZZnhx`pU&ZmdqPRK_#h6XZDTd6 z%*EM%tl?I1TXXbArq#9H0*9X+tWTmcKmnC)V_*6ltXhmvLMGy%s=lQ@&cYH%;u91a zrWIUvJVn%E`v`@V(QDq%TCn;0wWzR5k0Fz)dMwVa1DEG@MXp!>#g;dhO+@LIAzeE3VKtLXjA#dJn5&w?>sm zB{=}fH>xjRBb7kO-1P9-OOsH3WM}zrBOM%7v>Kgfh=$cE(HZlC4Op)ly~vgH0Xo!@ z*6$!M43=)V#J|XfREA|2PhAiACH=9hU^_F$MTj=~SWCj>#!+`q;S?+ibnzHztH1{5 zovw_zHc0tz^3_uG5R$Z`S?{k+V{`tLpoSMcP^2f%H0X9f1BF;5JNN+SgAJ`}b1Y#n zMtw-I*$Q=6iGqmg8V5xhSij>~3d^$DakjC`3HO^53^1m?z z6HM>ILcnKxo-aK3OQNXq28}09iNqL(wnbwCSZ31+G{P#&fk%I8m|%2NW&O%Feuw5NALi(F;1Y(^-i=p;G!OaSy= zxD+7uUkQxJyWA7K5CH?WG81(Eo6s0^)*-W*8ULN~tWnf>3ynPe4@EZpVcuW#*=ysI zkRzIV^3}6Ss1ad1q(ZyZpOIg9WXs6dZyDWcQuYuQ#Pf@|veRMYrk{+}D^VOA|2Qr^HMa~v{`J{mQf0|RH7{>ka^Vbjb` zP1lb#IIJtS;}hQ~4*Jx)P8_^~?T7poq>&e!er|70|L_GXehs&s6jg?vYx>H|yLRIe zPg$jBL=?0q)Y%xy{s-%BHw+GoyujX-rq+cRQ|NE(NPDVZf|=SfGM_%RVM&MXi5<0~ zxaQiJBKN!+hQ3PEZIiLY`IEyhQ%>b#^>uwQ=^hs>d}lgFLBy5nB|C``2An-ym08R{ zk4yY7o{usg01B5;SgWlvmTQf39=0Vzp5zX}9rX@4Dck7E=DQsWqGUHhUm0MjY_Go7 z%@AzyE-B$0>Bfm$Ui5zy`mo{78SXO#9b6VqecGQU11klb+qq1{vDitPIcL}vqb)|8 z_qqlGaYET)hQJS-3_G|^1f^p8(yu2frbXDso|mV ze#GcjbbwdMnShYN861{sn!Eax1xPoJHJW53;DSqX@{Rsl=)CPScucMxmzQoR2Lxy0 z$oq(2f&&FeCg=q!KaYXscJ?2=ulK;vZ@1TJoCXA%A`7~e5g7uV@VV%voLR`OFsjb9 zvc#DwgERNOWy9oC-K0`QGpOT}d?H#Hg#8TOqoOoguxVnuCZjQlUrzH>sa#fvg}N4l zzU&H^XklcFwNAjSBUKvC!nP2vW67DW;tnm$BhC8y5=b^vCN;-}L2`WRw>d2>oQl2P z_(XUfe_l9jiig}_bR(@=yjTxO4}&}_ZC7Ea+(7?g5+h_!B+Ese5yOIa+JwNH?m#T} zx8FSY6aSq^Tk?m_WWnLH^h*nzE;>wsD_O%-xBh9R-wc9=Alf!r?^n|V_aY9 zD2_fnm?C~55>~wpyLLVtf$^t@B1cUxV#U2{mYq$nVC07@@Ar~bpkkwk@Vqwm2c2hB z4?cL7($ny!izem>nFo9W4WB;5hVMtyTeM z5{}#JZEFC^Vop(#)dwI~*f5oqIAgPSe@h`xGz`#gbIGJ^2jU`wl=-$YTx73KnOh`c zma05B0-P$hR{*mG{AB--$-X{oK&NA8NptXASdQm!n!c zM6m)rrEfB>V~?xVx!NW(Xj;~D3{VU~@`!AX@!2yt%k+pV_J6G! zc2e{pFkA^a`M81unsnD4y1ozK;L>icAmNKJ`@~s#MWztiYwAp!GzGBp;-gy-(~V(S zgvG?fhY%IQcWI$Y6^5tdR^CKKBV}dogS^Twm=+uIwYKBMxZ@Y)>GevmaV{Xb;PyI{ z4Ck9qpVq)A=~I8yw|JyOn)Uhp+yB9mv+Y?)yL-_0WnbQECLb=U_|Y>wJqxo3Hj3}c zJ-|jLL1q}<4%s_fKl1BYBjwWGCjSIJXz?}w@%h^(gu0H?7$sN0NVq$rc=2h-Uif|X zqo)oQK2OqTB3D9NUrNB2-Wsf!tLD6x$Fk)SeC^^9UH^Z+zKuMu-WCsDwq>Zkiw*oM zrG>=}Q15b{{HJXnESG%cd`l|^RljFnh3gc;?4R~$b318q{qvIC>aqb+&n)u^Cq0Ln zN#>xF{+EEn5Faw$_!OtyZR9QtmlA09o9y>~cpau|IJ_-eDX_S9pFYa;D9&A*zTYt; z0u!Wner0-Yu)@y0=0U5Cort8e^L_PYB?jZ_ql4J zdJpuQXp7oCya)As2YlpA-(geoQb|+hE~JhhUARko09Jq6gjP2(Mp*nIri5;(xi&W>Y39@MsbG{VN*{_lUy0DYyL-)lQi9vcDcD90%>& z?bxsVSA=Oa^0j^0T{y#*xKCT;KFV zXBXnivtTxuNL`fk%2b7kN?C8uG%D0;|68a@%Y`8uPJTDz4(NB`c;Mk)3X7~?m4CV) zSE3zwdG&CO5N;Mr^_@*S0pq9EOaAz*bMi~B}#u&@}9vTvl z|E>G=4O^ljVx-qyv1pSuwd34xY!DTxi;nGqF*EjQfa45zN2a6;-+1iKN+C z|BoUOxa7v_;~Z;;OE+EY8?WuaX3tZ*%k=#5?-JLcTc5h1@6A=?0NYQv?sDJmZP^d3 zeHg+_sjEVt7dN)gH76h%Pv=`HHDRGfwV1~jJ0yS5mQWa?gGr_$zcZGWIDF5Zc<$6q zpuB#+Ze8jOBfn#THSP$`6rG`d3J`%3Yx!1IyI5ENML@d0{SLz>E#}zOeCVFk{5Uig zrHW8B^@03H_XmcvK=mi@ihqS+Skhb2d&=ktwrm<^JnG(!mAV%e_LM!w0-4$`g861R zA>2B+F(inK`j>2&r(a;M-%# zbHEX|xXG@k(kD^~`m^t7t^W##F7d|0oeF6<|6a^dmn{^#hF2QwCnhlW+YiylM`f}7 z)~Zd7)jE!JSJa@XUb|b=YYLh~ytKpl z??GL5r_WJQ10-EG`^(B)1J!B!*#5RjLe#Yjop(+RK|SZm9q|>_TkrGQex!N;CpzQD z9rYCMXG%15$&ey%OIl!9H`g6Hev3CoykR zfzfo6VdvxTfy{42IP-Ehw)%e*wq**&@@I1AzlZKoqHnD~diBICw(p{=wk~bJJo>T@ zdx>=wm8j^pSSi8F4;B4kZVrh2F>jcx(4JSLLjzt{-@&i7q)AZK;hjc8- zYG2vPi3^Wqh4yM?|r|affNrRle3afVA7x=`L>)UEMIXws*}|P02#|5@uzHfLN7A%yy zg1PmS=(?6XK6d9q#;lQrn70Xz+ob>aBC! zB{nWsmEp{xz`~lDQ!vq`{Vjo^9>@lwL6z5aU_zJKuifS^Hr(U4tr&KP22sry&!kU6 zemguqto;;6Uf=xB@LB@4rf5B*yYT?h7$eH7Ui`ys%i0b-OI{^AVW8gJM+lQtg#i|xt1S@%&^HyKxSuH>0|%`e>t9F1 ztlG|@o_ax;TbVgftV=?2(7{HzIs#7CywA3{xI>BVLgM>x1Ff*JewP1S*bA(B?DMf+ zRukqKraa0G58yy*#}OqfVI`*CQ{?9Kix3l*y;*iL5104RdsJKshT30y-&24nZW@HPGzX^ATDc_TXRAyE2%5PW^X`M5{z6zN*0J@f135 zv#~A~H(`^)*lX43gBUs#dTHX$4s5yVV%};Vf>d9qeS5njA>e~abzcf zAyZ1dUQ-VKU5=5Ax#EFC!5n}7ZuwQQWqq6L!xCsw6rA%4ONCGr`S5x04%VwxM9Ruu zfi7OF4QKJ2TONGE;v~-yxGdxbY_oBOzZ>)&Wd(LPD8mq)#wWA$l=2-I_f3)B zn|=bCE#n*GTkl{l9$mWqc^cYiO@b#2rE%72ceV5%U06NWmm$gd7h4>8lM@3UVxIob zl|#jEaOrBD?{5J{91Sz#KXAnw&BA=xFKqe$wArz|CL1}-?@lwdzmNuRMU{5p5~VC)3M$7aUMv|UaFDHPGBc1 zwJ=fmE_Qy=`|pN+A`Ym%4;I?(rWa2S$Kj)kH(%1p;&|HOB2|$woMB?|N~4-!&du#6 zly4+#dvQETC|v;ugG2PME(4DEbgCYc%fLmlq}WT#m$-5M_`hvLW#}`7U%!6Hpi8$+ z=#tbHCtbHxjJ%}+M20Y}3te9z^97$(yzO>eNc7nklzkgl1Z6qT*=GQGZF|mtKEI%} zRxfo);~LDp5jx3q@-U9OoGbX|(uPTw#n5eyAMIO|BzUzaoABS3~~)QZ=_{r z;$QX~v8yj0!%FG;+23)hFgCEmK0bdLXIWzJV__xqeG5I7{PLd?!>smkenn?!cYB#g zsNKNv9nrM3j2qahsP&Qb(GeD>w(C286M=5EYaB%^MCdt0W5zOFNnm>CGSb900mPa& zEXwtT7@t?IBDCyJptY@WS9|py`(?MCd>Z78l-K#*5C6UelDt^wbCs_I8jFJmKE|EK z`fLLS*%%fabQaFoHX#DNKhwOa`z&$BbL}f-wj5f1dK^EJodb)@B13!PuR%xV4nkLR z9gZ1ylLK^^2s9pdj&{WF#|Y_D?BusK1iDk#oZ5ofVJMut#Oy!@4hx^3uwU3zq7T|X z!F4DWCVWfQuW#_ch<3n(b{&aco+O>gAwZ!C_tbq)MBkZuwFTzvkymq8aX`E5W+%7g|RySQW(6M#VdX2BT%2$rhd-jhR~{-#;KGX zBp&DExNQ6h$I?Y~?K}5l1ML;Z)3y8<{@m$erC2FOyt@75iQ!izI$z;szaxuq|A>Ys zbC54I;(ty>8Y!4_p>f6P2pv$0C5gYS>Y&53_!RS?3J%(FNF?rfgWuaojn+JefFv#% z#b{#;l_Gk50q1wah*@W(^`--EY~*ejdWk`cyVd}Ea~saL^mx(mFlMVoFQ*-3$+c<;#J~^DkmB zlOtJJO?nOsiONsPLYQ#0skEQ;uLmcO%#L$39z^n|RYy6VF#-*HL?uJq37BSgy!)(@ z4-2OY$DF_$`!-~$av1~IC7QRF_IEK3h=2Z_@Kg-zLTisIKh1-wd1aBdAGd+h6J%qw z*a8zTv#JiAh=u7_6_JTkYS?-tRQ5GQ5Q9yt~~QlcrBR(Rpw4)5Xx zgmslAfI{B8J$y+A#&;#uIpxd1JiAlISivKxK0zQHK5z_%H4Zj^*vo}uhp*Vu-=+bI z49)RekuVsej_zswCV+{R;*QErKd_5g{?c>xOZZPmJ#t^bNgQve`&QSag`><9=@lPt zL+Ab51z$zWVEN6`D{6NN41W?4{yMn}r{CM`Ul0GFwEg6j_au^5)i$G8(=xVsooFq~;&y8OXA4a9_mbu+bocZ^l>|&FmV~ z@)}9!6~hkgF2qim`b+OUQV4V%t!>ubfW+a0DlOYvfK3AZ^O3wO}C0I zY-|<=-)e=4+NL2%_Y}*`M_XQ6DplHMx(^alILKulcOg%gyWrNTO&l%OOZ{`_H1sLi zzG0})hk+*-MQRFu;E>7Vw7U*AI9*q@+;uMxmJ@}d=%N;(=Pq0C-sPpOTy3=+yjB6D z`KOa@LZ9QrnfHH8ul&H?q}xkne~qS?># zp{<_1sZG=oB*REawVTYS4^E|3-oFu~3WfZ3>*HN9xLEB|ZJG5Z3 z%)RN?FLM}H@F$7~u>dvrwNYAZ&z4V;`>a1`;#Awmbp8K7Ck=1Pvw8^OjKv2{>2-0O z(}`m4Ipc^^rJKDe9Wsy}S5U9^%?onRy6xheoI-N7VF9^=9{TPuxyO?NaIE%?>CLTP zUFIsB^Z4Zq1@0?hp9cAGpmXGU)3wuBtI2fytLt@KN@70X9BhfBf#)Ze)|!#Tkp~Nb zZP3aXX+@{ii|y|q;Y?9K6dyCM8#}85=`$lWHH%{~eswX>f$=-qj7{BK=1Rxe^sDt0 zmRcmrA#1jgIMz4Za1uQ*2ZLRzD^1CsI3#k#Zf^PobUMBiPj&3ax*2-)*5p`hFFAPi z8@oA>ER`=g*=EC{cmXN$5vb&3wiXGn*%7r2Xq4^h8 z=?r%4HwK|8NbUj0ST_!>H~+WyaTeAIdXW#E-G^hp zRaz`-++luulisy$H=sp#fQ4gW3@Nw!dEW=c!b<!IC=6j ze7RTu>%8JESo1X6OY<9XKI#3HXQf5hQ7$acQgaz9|Ff-))MJ2_0i(|mua%&_m&bXu zZ4Z{nUV*isQ@zimrx+ z3a1^cY!oY5H$6Z?g>3Op9Y(10?8b?8EduS=a}Q;6&tOk5E&sb)HrSKGw@K`I2u+_3 zA26sdfkro9@5j0Sf9{l^$Lyd4q@=s0Gj8mJf6T18&uUF@(@{#s>rn|()FS82kG?}x zJ*~YID}enUQIRg~4^D2p;$prwfknjgtIdjcpt)G@*4X(BSSlnw>y`9@_Bf|S+K^VP zB844G=Ffmt)3$Wcd-1p-Ulw;!U=KF!)#~7#R)_h!xKmE~9#D?H|83Sa4bvB#4ckl} zVbQr$iBAq~aSyM^+XsApIB>P)%5*V3l--^8X_P*M6RUm76L-(Splto+g)n-ksyTh( z-2Qo(5YlV7(&Ub3+Hj}Qg2jP)j90Z7}Klgz5^tMkXr^f!(psz|EkMzVJPzdZg17p z36x}aolq@FnDk9MbWu46hKjt33eO25Wk>B@F2z4kkuG2TcRT{8Bw{qyGh3lR+d`CY zw=ZFPUii{==Lu|-UCADKM}q!=q9>*r3=mUv%;Vq9LomGapzxkPIhbH%rh?O6+_+H} zOfqeUmBCBN+me=GPS(rC>NO9J@tKwAYkh`})jQYh?)c&Skr2L%-u>8aRwQNZ=mRU+ zp`lMhyKzQTVmBiz4>WGS#Ne6!7+d*UW#2gfWSuJG*_ZPW%S@((o}Hb+cA?J;x*^Rt zXl4<|l)Ve7{{j!fmwL>)6)EA)bQjwKF1$#y>cr)U%#wOCJNB>MkF0H6L!$o++Fft% zLJ3c?TEuB-D3TTwKCe1~U5dhzcRoeo<_T^8sBIR|_f#`4``j9kZ)DwyeR&T;->h35 zkxzv=KXRX&wE?~>+QZUyZW}D+ORd~^x({2~+8Hx;M&NMWve}P1Js>`|QX}o%Knm}& zpYvM|%(}=(J1Z**GcSAD_N(PWeZZ|-Y73$`bl7SiAwm&4*Z->Rny`h*d?EAMo>N<& zD><9zhd2z+9#5^@+l@rf`q|P~ii2;gZ)S??Vr%epEwRxI*Pf1b64wf_K{}Ss?%Z zjSLW7kDWU`23Tag*}pEqi!Ee#{=!BxARg3O;=E`NyG1@d+omCzz-hH z!C`)!oI9&ge7}Ed?yto5#L40OTuPB=RXdP$cw>@iyJ7L|qv`n4lQ8uBt@4h|Wo#Vs zbLSVGBhXrje+cxez!ih@Ssz1tpjh(44!3&~NIo|>+A>82-yo;@+XH%#>o_VmSoa7B z9jDU#a0Mo0@0!=neufdQvZHp-Ly6J&8?~jJCSUcHX(dp1*y-j?L9ts z1xN3leRTOvBo6QC!|a2FFm}!3+xrK~*zC7UBm24*%IrLP)*Ld;wKz`HEmc()z-nJh8Ekk~YDN>b5!G=yq z%Hz(7*x>`kmwVh&vzU=Ml{VM5I~1pU&AwS&Y{tosFB7}l9^=Y=;rff_d!hEJ?RUc8 z1nBFGvN=|^7we07T<>KIBQ^dq(;zP|6etS44E|bzT`>F)tt13h5?|RC2J#ey}z6_btNqC1$ZHmqRdrlXZC8k!5HU zls7Fu_YB70m;SI87R9!=rPs(_$yh(dH0W`L1DEC(w1zm}5@^E>^a~xlp*4x&E9*Hr zsNN+bbKT2j>mKLiIp5kLDNIDUi98HcVU_}SqA%1WedB&|egIk?tIc0tc?bEv7p9hz zG=MztEzUWT0fvfSm%U1Rfdw484b4Y3p^u&RyGhAbpBQN@3w!^7bvu#G+4(u>?-3RG z=$8QFJ-zB*1U7N(X3J3e$6;)9-~H^Sr714`%lv5VppPx4zl|OU`e0Yko_n5Qu2{0o zGGm$X3XUv@zu4&~f^D0=HleRP@;1CLfmHL1(+bZvfcS{_`*ziDIN_SzImU1a8?Hp~D(A1_P@PliD%%%a z%cfakE+$~_;&sc=17DDM=H2s)q+Xm_FxY5tOWn}rMw9y)uH zw%x<=D)w8;Yc|lf+uH!(PkLo?Hsvh?3^=7w7L@)<^4ncw3(%X%5BLq6_$#cu`f6Gx@8H;tesl9NoG z7=YQv#2W37ve5muL4_u(AM4vVdOPDXVRoq{b4#%06So%uG1=jq3F>IP6XI@z`-A^=Q}ar!Pix~oJV zRVHdw{16vkeylK%4ut{RiCg{irFbVP?eoJs!8p2;Q+KJ@50}qNQZ8tOVy*pW12eO| z(DAO6L1(M4NN>9Kd5ZMH9Qmx~<6d8+I2#qeXuJ(`KjbCM-T866%4 zxdFRP+-_FEn1?N^11kn!KU3v>YyKrExSHgB|I zXL(ephJpuh~k)>eLIV( z4@?)|idyMP#st;8hV!?+W8?GV#a5rDpj*DY`dtk(rW$C+inhBzldyO$!-J=|l+pN_ zW-tRO<8&;iZ#;t3&2t?4C}e27xE5WSL%|~RLwb*W&Lib#4$X`*6^G@5B}}F=aD}pW z&xtArC=YpV-&*t+nyOT66U17v(9lf@f7#CaDVTH*MCTa)kOS|L49`7>44l)w;tLY$$R7E9dPM@>c@ zU|>w}jq*?}EEsPed688Pq>qxJJ7~lJ&;ON!Rg);;VzYR*u`Lb5R3m}JS4ivCL4qOf zXTE{&_hHkgDGhfyO@2z&d#J3Ma?}nx?!6v)&$KT{{So-YEb{1Aa z7@ExU@V{gLgXeB*G#4vE<(GCkZ{t-+w3eL_&*{QRp_11V4&Q-VpHCe5kP8F4JH8o< zdSGA1crjxDEB1?hK4Z`0ja8}Khr=9(2y`Bdk;R$UA^n%$?$F#?9N$Qas7X=4;etS; zsl2P$XzpA0_-`eQ{=QkeOnL*Y%OwPRl}Q{ijeow|uoqeiY{a;7=3qpnF*4eX566Or z_iNrA$M)MTP8UB)L4Ch0LDhv8r+AkV#~#oEX`(B4*8Lq)cuw4T=6DJh(uMX(?Hz!^ zjL-Djs`MeX>h`@=nI)LfxX36Y@BkMGg|TC#URbn|*O9V`glge({-1+>II6wK{s(_x z{JZtB&*p6~TeN3(&@=<)j9;byS^tZJeeWH+(>@#H8^b{fn(5$+t^}GtyBuT3 zzr&z7_N+XY!g+gt`obTdpw`JTal)e*+Y8AzGE$_lGLdyH)4vf0nz(-wa9x%1z~-e&quf8Ca@}(*10B_3r(Y6T=d>JL4UO9 z0$g0dT2(D3eob3k3VD0(y2fW1pee4D=y-r*v+2NK?1=pmJN|MUvce&mthcYe3`5_F zdgspC3BoqgLCSx9-CI5SY=JK7DNtf}pEaGlj_uyJrFgR$u&1P< z<$1@h=DrsJ>P?%|{LKPDarBYg7`O%$Cc15+uj^pbO+R=_SQBIKOI*;~_yjXjS7Z!M zoq^TR_zPy?r(t1i(xHC;AY@;Danyia6nduLy#IMu4u^#-8C0<~QS*jp6#^ z3L)qYWMq9W6O5&|XRPP=hA`dl^JMTPVBgrWhGkur|kriEw0?`_H-T6hgz~>lL$2b?1Ew;RO$VhIc!_prY zJn22ZQnV5KKF)87w!`wlLt?hZmvDgNhx@@4UnolQelikX18wgg+s-DYEeQBwd)x`8j$8a#X3JCN{p=1_;J-(Y%)elJ8-&$1v*UP$rr@kD zEw0G!jWKw251X=0cOHBYr9?~EdsfjW28xN}Cp{&jFpF@Gt4%5tdyT7-Jddit`rXi; z)bL7})7x1;b-4wH94KE3K?BKu`OP-lg<-KJESPm896Ou;vweKugFv(Wi14l>dw{Iy z<56@V1{Y7iZ2x2Jhy4#95(Z`g$#qRHP93`egM#Ta9p-J=aBq00a2^5Mbb@ZXblYP$ zd;Y*Zdod(p#uM)kaWJ5I@Sy7fK?1AV^~-_&^UxJczyH!q9?ZAazhs3OJWxCPu#6GeEl0oKi!J>?D-BV z*IvAo4y*#|iQu{Go^#muNHte4*#(DIlaH|b*uWsY=>n509ad328vC~;<52e9hLxld z_!{^1@O08YCHfiSdd`ABt{u(b;pW|o<-+Kbt>gve=4L)C`3X=rFyQvM=Q&IZ{%i4sJ2kduYcEd%Hqkh&%Jbl7TMdKZ|aj%+AH=cuB0lEJYy!3HEMKb-o;5j84 zsUwDNQvt9Lv?%QG{w|E)`cgu*UV!0q_HUQs<)Ksi{85E{mvDaHHm%#4l~5>m*|4=a z5=U#lo@wu}#Nuj$%AN5ESa`3h;eNX(PPf*;PvT zkuOXUPwe&&&46`@fDb~~jzfoGp4muE7LwEBf9z^iLtKrhdU%fys81EsOpho5iF+fb zk^d-^`=iW$Y8;kjzm>={J4#^iOJA4Meg&HgealDw?S(o0k2|cgG_b39Kb>WiF_fS8 zaPwVP0#oZ{t*Wqaq?WCGqWQwP4@<=kV8En&(+JwglchwpUj4(|(4XrynFbo(@x z(noqnrCURmoPVCX&mX86yB`$&dN-tV6H9-$t6*C{jm56EJS0t5PZu52g3?bJ(Vu4m zU_H5)`*ms!%omrdMAtRK+}`lrrn%`Mj^s&OVae0R*Dta(f!w@WKfxo7%kwV&mWS+NvHR!sb0VK0EZ!vG;_d-x z(B@hQuMWnhm%TgWm0fUvGtB6nojD9Avp$L2@B?b@v8l1^+(48`i5>{-hJl-5B4WB^ z81E}!+G8e$BWtEFKKiA?nvzA+y%Y4X=zo)LBU}uMyHip>na08F@D0V+ii((ed3=1x z;sG|^Xk&L@IE|O}Dy5wzhqv-YqTpu^;;N zY69bIXK>-``ygBLKIl7KQ}BkqA4#tcRZ58}!el}0o^_fPY&hL@P4NCnob+^y>vB_o zego^bhhmFid6o5t*&SAFO=|<__#D-vMN8-#?4l zaya_mj_adK3DDEO%JXp26_y`_2OWPx2Xp>K{h=>7VBmqve%Yj1q);Zk*4!yDoZ}!X zIMod#ny<3~)jP3fwPa50sS8f<+*x_eA%h7s57fF-gE8g)ehh$OFRmQR zrj;Uc;dnSB*AP{p}J=be2VYoc&(RUjsoH%J(vZ*f(E$k_ulVn|?`K+uzhvXWJ z9Z2N*G{J}jw=qGp(dk=&{;64as5#vfhO8RXJK84Kwq0ydPq`D-e~r$oo@ zQMNntIIQ;8w~GWSVZ`ux`zFgWC~uPOPE&D&o=d-4L-kj1Y?P~E{t7@BPf*{wMmnrz zZA?7=(1}e!dUN+pxPW4r+3tPD4~7hns1%I;CD2snCR*fmqAz98q>nZhsr2hyn~$oX zmEBQu`gu8>P~Z2`0RjHh7hAjTV)s;csW|(r;hD)yXQ_wt>fBEhJfHM zcbF%aPs_{FAXS(3k#R;bPV>v%I%;zp#|3Hhc6F%X;-H#)yj?Z)QQFNT58Ol2pr4J+ z6Kj|!jvS576obEAZxf#9HetJIO@xQ81(J-eE*Jz2VIrFZ*J8LJ_6ewJ9~ca6UM6N%Zxg_LO9j>ala9z2d0zL zxoIhTu{1)3N#ME_kPrV&OZ@o^hJ9;3XC0r#nyiM?^f^s9m@wRy#%+%E8qH$*=?9QZ z&)Q?&u@^@JKl5bSzrZfx%;N2qv@owpPG?=YkG;PtL!ZxFgUS4~d29b#B?gbU>$G+Y z(7n|2RZw;sXFNo;PIiC5LWZ8Cg8Ik)=#>KkSgCZODIYGK=(0c+d%O&M z5D%MDu?CO<<ZslAojeGF%80=nNOPZbRK_cx1@^;2IK)uMGX~Zc4_2rF2 z4kF4ha_x27*I#c4H1GXxoC+`m;zXH1{?9AWqNZ!{(pUzY%YQeAvwX$o0{(w3Kh1!o zd2-gUx&ay~hu!wJa=}#Rx3MGD&!Jq}-k9;qDwdf^>)aAh29jXH_zjy+&{qY64-y|L z(b2VMIefN(Y@zRLNdzO9xDcNAq$>|QtZoR%RCD7Lz3VlDo;yl(EY>I02u)b6eQiX2 z`5SD;xSLSiMS$ejP-ZD)0{u08L!s94;Qv5=v~<^g7*McRbbq7st)4ZyF*I6&V$kl1l1a6e>!oWHdB1l#C*KWMn2JdlZt8EhFdJTlSup zYma-cy?=gx+{gXnJ|6deKJRnR>pY*2$9>#O$cM&s4O1;HRs1Jsl*j2Mj_W2ocB}^% zv3N49X3qW!R*R2_-SRpMEB%}wVmujO&S{p1Rr~}FPUUycbgn`7f&%q<^_ER9dGB(V zm;uc>*{7Q8-$1o+Hs_grr*Jyt;kiBc>adT?;mrlfgV4W+{q=S^9!Pz)ecxrHJObmf zU3(TH%CJ`!O0_%r;m4w(pTw<7Y`*q6r6)`aMhCNTM@BLXUDbROnni|j$$P;a{`9c$ zSUm4FqdN>}Hd#E=NXP2w3_2ATd6-lDtW`0u3`Ki>G&_Wy!r3RISH{M!#8_2SK6OX51PGB_I-F>HlXtyer3buL1>o131I ztrceUByBfwn}&ADw4B{$Ygnw(SCB|MfU94Xy;nApv7<}8wOmFI7CiV2#AL!@z_nH6 z%exV2o1f!XZtj}LfcH|IQqVZ0y+(%HFNSqlHd1&heH$%hEoqvG^pOj;fL z)%k;69vUOXyz309`Z`oQ+<)_=iyMaY^T{i}8K5scYdWsU2>ZpJ9PH%1h%?7eh*zmP z0QK}Yego4g7?yJ+$^8_8wT=faoIQdtSN+JTo~a0$F3r}mMEOIzs`8$<`CL%pOTTrO z?*L9(jJ{F+_zf3X4MZ6;9^k0n!r;@vqfj%UcsOyb2Zqj{H%*VJhG|A&ZpD#Q{H<{~ zr1+FC44jO+#%rPkf6{lANqaNmjNGsJVAjt-dutxjcI6ce$TwLfhTFn`cIIsshdn@j z(b?2@vI;wMG$kE+=Ae;oddzlF2Iloe2k*CSgOQzMU&ItQ{aq~Np7{$=804qpSdNv% zHqv#?v0sBYLaRNW;u{Qgq;65=9%YO(%8;GkVTPSbTPX9^$xz2C{`=LP4xIgSdg)o? zVWbQV1=I7#;nX=%hLDXhq@~*iNLg;yxgecG^ z*Ndyc4)RT>&O#q`|45fBBQ#cA(wMtyh}~Y-$o;wgP@YL}w2Ju$3u-+Q8}j(i>R0AP}K<(*`KzZ;h(-{h;}x!fS>gdmPs`U0(jX2((|z zH(x#2>{pj&_ZsFu(EB$*yv%bLNXLr%=^rQK%rWDK!l9ez+FS7W-P0@>Y|fV2|Kcik z-Ehjeo@o!B{gn-RH-DiYDuR?V!>u>ejJ8+%O#_>N% zcbLrz|8wudXIyzZ$m~|b43h!sy;sSmki5O=>^rM;82l~jRO}xJzYNAAJKh6~Nx%7_ zAL|V5B>8LaWw~JXa5M98!-dWK`u8r#+=;;8m*4SYISP|+I=_^@b{l$(&-6Wv&%#=I z-IE@zQ=9!v_sYXS2!};N?`TWk#jMl+y?*mk0n*0z(LH}h#O1x+f0Ec{aNMu()3$hK zSdc5)xOU_kHe9)EbWP?o^!>JNiaGiT8qd_9PkD6~TMo#+x$-R#3kRl$h~=+wKJf51qtm!_{%-hcn-Q*t*nHTz@B&-=-b{J_+y~=s zw`{%*>f+o5V}6$(BQQ!|`M~v=ma(P8_ z=gXO!u(emKHQ!#C6FdPwtpvfyWH2@uh@*k7AJoTewqY|XG_p= zk!2VONcm>WvT1dC4CN2A8?pb(jk^B&L)c6SNN#ct!#TtF6AE;^*mruUFVR#Ny23kY zXFJ|w-&Vb_IoaPhFEBEoE@-w{ugq{wA5$1JZC>>uaX_2m-gGw~Wvrpkx5$;hh)taT ze(e75C$?xWI1ayIL0W-n&fzkD94$B_^ZnO2X1pIVlgvMb*`;3l8&aE)#>GbOob(-M z58N%E+IbwBE&OGlOkBoch26KrjJDyF;_qOEU*b6b`dnl@_h;xAlyh_SlE8pFnu(rL z(J)l^6meA3e7fSk6;KU=O_QEfLhY-z z4o&t#7_ec`xkcr1oeKt9 z)cZCh@?z6QMszX9AdW^Dod{=9hH6IjEw+cxZTfV>A>qFjs&Hfy?vjnuTqoRVx7P%`;rX;7 zAHp81S{;3%Z8%iP(-g-RN1*%m?Nr8Z52)+rY?5+(56uatGQ=J$0(<>Pwa8|URz71? z40!K`)lEbDpRG4xpMcNw;Eif%@fv>WHu452XQiGs*;v5jf0~XNL)n<3yC{8TTNTcP zc8(v~(F&srazka@>{zA#$c*phPjqSv;{3KW040KahTJ+NY|uE;{88aGQg;8S;W{`B zZN)7*zx5fB!e?G_CqE9p{{4MZ?A%KN>#$dADUI!ks{`)A&rLUIY72<~}*~*%U~Z|7aR7Iz#KD-1f6)H+in_ z!~oA|8cg0NaNcSN#F+$z&RgYSxGMZM-G<8>r{6_C-Kt%I^-*8vJFLctbQW%9ZiAm- zloHM6)&CwB?N8k;*5-w>(!V8ffBs@a30GhaG6UHmZ~7kl8jM(^bQUePV3+vJPT^f2 zF|E&RS&Pa8lQ%dS4Q?00KZReC>OT}<;!2UpnOJ6M8A^+yy>fxED}_7F_!6M?();$B zJ1sc0cc+igjU6y^TdVE(iB(ASmio{kDhp%TCc%umwqS!qVf;=TUl?<7`00^t3w86w zjMMV_p_x@&jv*=;N>-aruD;TQPJL@G{>gfv?b6zlD(!_MZw2ng3?x9mr8+^@y%t-< z()w>cWW!~dJuG3@NYF%Mx~D371S$UU4*A}8NZGz8a(%%Zr`>Ho`0xG$b$cJmoD4n$ zOJSE!)5cH1m;4Hv3BLd=tY$H~+>VAZ59^+-ZC2QwU?)M27lYcL*QAc6xIl$}P@f9r z3D#&5-<0uf@?Pq0+lQr@FtdYy-!;eWFrT;UyR@hu_5}voIjsgDt@W5{%fnm9RYY=^sOGKK5=m zXlpYw1WMGNctXb=EWKgAi&y(A^yd9D5-i98ihFCkc5OV69ylqw{*1;MxA<2dAK$}8 z|BJedmTnN_d(psl#~$oDbKpa@?KhxY=uMD4Lco!^i=W~MKXESC>00OwN$C8`+4`pE z7p&Pe{+Ubg1B%glkD=`s+{h7`3n%QrwpD=>BMm!%GD>9^CYeK@vt>>n13gs8zL*eq zV#HOuZUd!f#%SJ6cPu!h5C^?InM#=*aOOLQ7GK(K0<)mjmS}|pSn@e{f5Cee8s|PU zm{&c5w%s4k7q`k`e`o$o6*NL;4UOS>9|6B#);8gujettv1trq1A;uS#(g$C3Q zNkTHuy^wb3x?FkrEu3$3uWAZFr0%n9J!miiLwzE<92VlCwD-Wi>6k<)w4S*)HE4~h zgstBnKmCHFuXp#m^|9mdk^hE%J4xfr^^pee2}J_aMe(e$-`+&JMYTMi@b}QPjdHvXG*-xcAy&KxIGlXS}7;$da_V$vuKMcNz?Q2<>b+PTvs}t8J-gqU{4CRSjJ6BnIwGZ1iA))hHO?-T=4#> zL%Veamq(u!w}1A6;a)M@MUpQTMEk$iIhujv_ji!8u2{m{g^;kek(;m>t?!v~`vy{_ zDj#0%<-w+CkyT^Gh|M}x-+wlG2RckWR$MBAa9UdIRfAF&b}ea>I8Ow_OkC<`|F`nE z3Q16R_&-{$n8*<>Eq5qFtr+sl`A#V3+&POo!B87EGm>tb45AS&8 zl(6Z)mqL4fx8TSd-*6R|r#RqVvh)1GW@vn9HU8Cyk-#XNLic!u11L8Y$1Mh4*NQ1ba?u%S~W*={2 z2eEaECTfh8a_9W*ZmQ!*`1FK2V zhDd-XrTeJ{XVvEGmehCl2cTcN^>xyy98eDAxz*eyLF0(AVhZ;xE*@Iw)|okglY8lI z`boAS)!6#I##2rpX=aF9x=uocftTvREJiH5GQFF#(E)nyf8RTrtOa8s`dvgN8zAeI zuz%cDgFVya50~#QK^xIM-R?#awAYEaMe*DR%DtAH>D~xv<^4K(_v0U&4G+n3uI59U zB}??PcQoiV`|;Mb=NI-DJzv!GVW~#RH$9FEs22zsP=AW%{;* zL`w&xiQ92kwf{1pI;W0xdAep60n2$pEC5yvj}vF`V`G zR!({BfGsMTX1A)%VCZ%5vu&}Zu%1o4CtKJBeFqyapCZ4*YOU8XbmUH?=J|~49_xg@ z!>%HwOHZLD=t|*Tk69w!%`d(B?W3@fxc>wJ?-Q6;8+YqvXyCF+uj-r9TTuKhQ-yJ@ z64uiRuRYc0H$5;ol#9g}OKE#m3c1rTi`rcDeW(R1)WdVXE^OfN%O7R0Nf`usk9Xw) zDOZS$CCr(}N0_m%_-L#M|5=!L60r7OBMfHloqw@=><~_QZ!>vpc?7zR!cy~Sd!Zxh z-&WkMj#SdX?73Ubn0IA(?DM^0x+wI>_XCd4hAfFsguwb!?>M6rXZZf==}~1u z2QGY7k{M=1%$2J1a#9h*(b4@Z2mh-A<5sni_t$lZjG4u|yNfblH23IzVMB4CN(>ok z?_5Hn1=rAs&kLA&ZV)uoApw&y3bt&selX&mK|TMp5eFhGmQt zT2(9qlD0-{bx${@80MYXzp4*Y?|SsVDR5&0-pJj0QvgQjcX5BZWe$PV%G3{9e_)8x zEgwB%k0aGC3IiARLvf8nRriB7n62-h*VXw2C0!xo{Ch%SpkWPtvc;fh;`|LoL4dha z61E}IccFjJSH+umcwqjm<%MsD@_?eywoU8j3Cw2@e&9`rfj;XZ9)|xGVb*2(vFMv+ z{1@`CX7`Xhy6=hKCCsA%CU4T9DFYMjd@dg`_I+_*YC6nE8JBzrhbH*e`59 zU%m4<=2#7_l}KE}nq4OHyiqTq-oyNBhr~OqbEC{ZJIV>lD|hTG)-|c_uiL4FDeu;|f9I}7ssf{o zMY;owiy8GeQ=^G=ho$d4SFePz_s{k^UO!IQa+7hZU4bOhZm&)Xb~r=FpQNy_&ML4} zFU@Iq@i-1e=vj2OMB)@JQ|eQpDN+O_B+gFSLA8IyLPN(0EDLca$|xS%+%xx!e!dXE z0@aG@ka!Csox^gt{`<#RUw<)*(?Jx|MSrdKJ-5fvpmpB%xHr(HSydQYzk)3lMDF1I z>p-pu`uT$GIgpd4PIxN%VwLEITu6=_5<5TrzF$p-#Te6nl*j>`$XF0azA1te^*ntE zQ=HJvr1{mLR2C@F!VO;33)tRp_|C=IU>x~o^M|0flSuz?;gS3w3N&XGA7yAi1B16l zYK%APU|yca2@qPm2i>zW&M$WQ;NYaF_r%U*9RBbk@rCR#PLyT#>I!e}^~Dy>|A6lEW$kdjVdncM2D zJ$f342H$^o^rAs#BVT%;NgQ?#85K$$d;+VY9IfOoewZ#iJ*1wx9clLOoJrZC(0H%l z9G|uik$%;Yd3;9`OiOGlx*wwhLx+q0daHfHHCMN3>y#<<0+C09v)|I8+co4hVvatCFi4Hw3LVc)uITtJ=1Bpx~>m--NzE|W?X`4xi~w?(o_NiS0zt^*`^P! zRC8W-Pel@=%fbQ893oS0M@zZZ3GAJZb-`1w}13@g~GT(C)cRaERBB&RR4jQ zk2oXiI4geS85qC)G;fjm9cS8keVN$4LaG0yb2@Xr&{rP2O_-<9wI4`Gj?_HEzH(r zJAJrTh3lXG1<$Ps0i}qx<{y@geu-*|cM5j`*)~CFhSr4>jkGjI#veg+mk!?8r^~iGGk9*KhXE%N9dL>M{UK8Of zwZ>t+rRrCQ8E`~4;K#XWU#t-{?a4cM0Y*~1{R*!2LVX~e;43~`q$~_{JPz`}7P4{s z*5(od(`2uj``@cL8`1y9%cUMxq6C9~g9^+%{y2~zu8k=Y#jW=g>4}W{B1DD-d|+^I zmA}KwP?+_pV7968hfO)V={F?^i%oodgYSZHboRCW3j=4Y=g!*Zett6#*_#?(Xd7d* z60t0wB^6eG1%xbEZ+cnPZ)=O|3%K+}E>UP=0^VxWsaA{)>n# zG_#2B;*gC4ntS6e3kFG;(PQ48bhika1vL5fKS?6>1k=0LJ9#i|W${Q)pA+Vm(*D_` z{D8R?OM2^9sz?bfnA#K6hBF6Um6|=sP{2~o@_uV6F1R=!CRgqbr>A ze;K=>E;6Z}JQ9a{9fk?XBhrd8t;-&OQgR% zK+2L~CD5Naa8+3FG*Y%3%k_JhVM*Puq>r+j`{%*L#dBwNL-Q%g@NdjMNLjMyfBzpF z(liSFGi(RXA78S`Kss|!`Q5uS@cnY3>W;xS?4J+LK1u%n?`^d{oiwgXy6zvGL|^vSA(J3hFgG1~ewJqy<_Ef0lDb3k8E#_Q%^cM$((ovFR0wwa@! zS*}ucK%;&Sv&q4`*xa#kmA%@MK*zsAFO(q&Gb4S29Onqw_Q`q8iBy4MC-+Cn>LAQH z{f23uEtuhUzyP)$g9fnp?&NR<$$~~#AKMz^zy+ne*E`psNNU%Q1X&u4H!eRtCJ}`h zQG2)FFVe)cc-e5X-}NxFVynUWjR=%5qov=kZXoTY-AwFAKMwI4vsgX3g?ZtxENmQg zpx3IS*?I0DQi`PLn8X@!t@DnrW#(6C=lb*I$EXAjinsFkN~q)TkCkWVOgeCpLnZd~ zN+S%Iex>)))<}f@HzMx8X#66sK;zWfAqtulk?W6 z&Zm%~eK2r}b0;622nu!Dz(^kuk^j;>Ro2Wq8U%fUQBUdv{o;(EUTXtGKH8#e7 z@zyoJ_}y@DKE3bJ%rltMo9&5oipTtT|9utpO3-==tfR6?&_XF(>D(0#6VcrVv~S5k z*%ST$PR6AZnY4edM-LlelXK=FpN?Xz&t)goJ}iWR(~cL)oQ1J{A6MuwcN~tpu78cG zDgfV>li6GK8)0>_S2yS5dFV9!%=I@z7OLJ}dM#LQg{Axgnr@^FtTViJr0D%enBVXv zj@Z`$MSDlH8T~wrfmOCp6+J9EIzLN(!VRl$My06xo}UEBjZLC9g15Z+h)nx1IqYO3#3#=i>-$E&!hi9x!60|Cpc1NWqzTl3&|(NLW&2Q zq2(QxW-6C*B0z>0nrk*!j6IePd9j_>~!6c({c59yj5Z#+T(a|h@7%0<15%tfLyN34Oz>YqC$&VNf<(m&{MY4n37dVM{~k z{YX00*y#m>Q(IZpEf{dItmyoWReCIa%;({iDTs{%uc{Qah}hcVH!|dT1o98n8Ag{k zLH5?I+kU+6!Xm!K6>)h<{4LZ`U2Sm_2j!M;anU`(vZ5OiuG+Vuqxx9>XX|WiSaEs) zPkL~L9G7@CVi+3E)wX_EOv92|(>ZM7A~HtqQk6Nw3}iLsA(igaxITW{U8`{x2NPJf z-Vrzr4~!ow(*7mN3(ck5JQ7~N!l`{67o662<9uY!b^W|8 z(0uaOaQDUMNbUHMA`cdn!7stqJz&|Gxw&&G4?zwLc;JW&;C;jw!> z&m_St_cys7;tObTBZu+7kAt!?f5!ux+_9JuS9jv-F6AT^o*jJRG zap0d7F72@l^DS$KkqcdyX8&!#C^L_mu}}+6%71fLi7rO61dFru(hY1d54z@6fv~Wh z(0laE52T%3Wvgx&fxkjeIOV;Yu_HxHu<}6=Oer1Xvy-#Mdfxd5{8w#pt@_J;zPl<& ziB?S)Ij4*x0*f=BhOaWbW?3jAHNd?vp06_E2gyodNtV9P!MrVp0;VZHQu zL2mg5gnJoR7{NiHBsRQiI2!_e?cKcpoq9}Q(A3pGTit^5Bof0mia!kZNJY8tS;aiX zx%YHRJV=xFdEN6-8oU3z+%0{?9(uO_>0clrB*w^j&uF`2(BSE;AqP`jFJ4d^e89Dt zPs`DZ9oK=hdtjRr=?|_{H>HYAZ9{U|{@Rw&dK@j$D-#dmKpNlF=QmggeV+mRx2prQoEsRr9F%208!%+N*>aP~{5*y??g($w? zU^44+BH;-$6v&#`x5d67(95%pV#FD&HK~pa7H`L;@yGPp>)(JhU={p~@)8EMkX9H` zh?E`WyvqxINP6jbP+H#tX&Gg052>eN!GLqU)~5}IdgC5^Q^ zd+=MQCafFeWMAjh#?etrnLA@|q5k;g+h*sAp{8HFbh=dovXA~dYoN#v1OLdCzBAhi z^tY>irP~^SHJ?-(3v-Pc&q?jb~u-=;3P# zTnad;UK>lEnT26TE0GA+EikOwRr>YnIJPByXBx@Pz;4@H7Z1uOwX%GzwQ` z?W**`{w3Sbb4pn-$1dWi!QcWkiyv${dnRD)0^QZd3^kb2-=<>|J%DY`jpH*DYhmz} z@{5$;A&~id;kRW04^G`y@Qm7h3+nBP#V*Z8Vc^(vW#8*hG3&M}8u`I{Q=n$hihGqm1XhpiM`6Z4*ehUY7(90myAIo4H&gb48FA6Nyxb+I zE9J1>HvAJ>DioA7ejLNHV+SN>FMURmf|e;E?h}snrqpoTl5ts0I_q{`1&n1>blMoi z0cjzZ`T65~B#YTl^PZ5P+g#qL|0)?~|8 zQ~AN~2KehreNM-=Gti;;a(BJMDv*z<_HrkWAC|!iA~N=Ee-k_G%taR5ke`V%)78&H2H9$&H{G4{JZ;e$TSXFBv{FA@xq1Zzcbt3 zzJbZbp+ozntzh2!c~dtV1NH%2=-cBNj6{LbnvOu%pF}ASxZt-zGsYc zfu60C`vQ@)^xrWCtwCrLIDGNQHxV3qT4Q{pP6I|iD4gSy%!I~QS3N@<$DvMd?R@+V zFBm!UG(WFY11Hio4tZ$V!01~AliA#Sp!_>v`zN;v2U=_tcU<>|VXfEo5ACgCJX5mG z=e{=922$57OsUwf+@kW*dKlV8`2A^u%h1Cqlic4V3iU=E*8e-BS7jO_%=mK!fxMPj#sWYZuaqu1egAPTz*x)dVTaP zj0m!yTG|AuRa>KuYv*(cbSd(G8Q894J)6+Z?v_WmnscM(1CKWJzf8}`*qeyuwG(x+ zGEKPfUg`d9wJz50iQE&*W$J8!oA?&S+e zEK^uCy--!P!X8zo>pPqXk+-2US9-Y!Fm5B zd7N)H2;UaxfpZ#t^>WHPvE4aK(pvU5Nv#$bsIf5n$>eV}mJ+I^kfJYSs)Iy{nNP{r{&qX;;0%z}GY{nj~X z@Vh{2YJY_@dGlKn`GlY+I{LoVu{yAt*;++{q* z;STFj396rH;n?-O?Pm#W$Du@dna@SMxJ(-i+kH3!J$^6Ayp;Zdqiln@zt3;S#kh^% z;fF_|D@7&j+J~=53Y5>DdGr$(jHiw-$CTpam#tlP5DER}vb~`_GC*a#p8f*Wao}kX z{gGuVQrtAzDOx+R{Prax3msw|uRk^^vO`Cq-&mlP6LtmPisB$zV3VXS?}J(!pw!RW zU6yWw`jcZHyqJ!`;_<5@wyCW!@sKL(>Qeyu6ZbpLnT0|^-}<$+FnO3!*w^4)!3cdX z8FL1{pMcq^65Qsx$;rFa^wPaHurLy4}w$TcfY z;+8jYmE8|+;OeVyS=liGIFQ5gpYK>Ub_t3x+e#Q?hnUqCKfNp{O=}N){Hh!mi*6mF zRZ0W3i%aD5cqU9Vl8LLl1q4QseOwNI?_k|3D?99}$7*L9fAs!$kR$u#Wx9=6HX2{wm$j5P8SP?GMvju#*Z;f+3maW%~zQfYVxmj6lPgvS+{^aehCWvBhy=ecG zj5NKRgfAzIu>bxFU0UQ$NMm4ZnCoqTY`qWPKK|Vf-Sj&+6|U}vo~DU%?az;KGMnx0 zctJf<_#L=~oNpj0JBR(5xeK(3@$&!pZvs-ZECV9T2cdH6iLR1N4-9`fQ#N&j1E$n& z)>wNtL$AigEzPHR3Cvp!?;1Kru+9IN%-gwAUay;U{q`Vtd1TK;!%JiG)aB}Idx`}6VdsCXAm z?GwzU`x>7Jh#=6P(ekm2G$t^}XB=GgY}?Gc^~$Fs^f0l1#sBUpCKx>HHaWTA1e1Rp zZkd$U!Z63G+N3xy);IC$jWgMAa{TYuoU9_493V^-UVMvVLAST;FFS_4fz~e^Bt>BS z!}UVFo$nz_XCM0`p>QJ8U8m%b?n+$ONgA43o<-Wu-Qj8PTw!RN*@(Z%3z&G;!W&bj zhLfVzQzVyMm@2kx2p!LXiVnr}>nW!2m!coVR2~8gKc3k}1hm7dMS=J;`&{VqKVee( z;UlJ~UvQiL=D6vjnf?_~^f=sGZe{W18043bUhXn+#Zr0?(}ap}0$tEGjazQFaruy5 ze~3^vHvehdu79u`J8vyedk?k1#C4ty1GZQKL($uyfYeDCUo}*DGs=iHZoeC3c5!X; zR-$k-r!myHRuvv!FouaUtTs25zG1~zi)B8Y2wZI|;ECsZhvQ)@%gjN3IC+=GMN0L7 z0SN&o@%pVW?%;Y{Hu4A#+owi6wd})TgDq?)^nww0-G~gia1_QJpPGC>s1FmOYB0NT zAE^C1gPgoIfVv)bgKjDaX^pdo%vdgCo797(`1v|W^q?1()i z`Fam81!}5qB!RK{W($x z48FUyUflE)j~DD}J~(_{Imb3z3pZDA+(T(YX!ug2eOadpX1{o;_3Nx6wd?~gJBbUL z&7P-T_+|mLeW&MtUvIzn)fl+eg% z?|ob)Z>b{RG6quGrSwA`pK(;@BKZT04K9cNI_M*N4~wRJDus7`fHEH1*#rdxXyM2k zdm8c#hgT;U!(SUfL+!{JD;f(d2Dx4Fmp%w{vEq-EmKI<>u-Plpn}FGdX9K;q_Cwdh z9eaOphXT3v@!o@}F8}|(rx(SiIB-xdqE7zu1Eg+Gu-15a7mFQx6xq&O0p;3>svW!D zW5;>NHHlnX0^CVOsO5Dqq*eB7R}>B%&| z&<3@1XrgMW{c4tiKK1_nN-4=eiil_YJpT-Sd&!JD@@>WXDLS@grdQA)>+GK-BZuSd zA$)K0H~V*3v)HmI8P}cXTqIdjfy%D`JolXfP+Q|g2mhvHe_g1`r3)soeu`T*nBzSr zi5;eiSbTxH)R~JPDKYq!`~EHSgmi3gecO2>AQ;Fk+}c;9gP_ghn7879B(!*$mZrQT zAmy_~YAK5;%zrPqU48*z`LXE7PmE32UnLs-RA~?>1K$(gRUX0~2kt?;F;1Md)l@ot zRs}yPOq#3>%;2DmS8_Dl1hmn8c1$Tc0Qn~qJ{1}Z0r}L*uv@?uESyjb{V%=+M&G=! z_+`P0B~nkc20GS&`cz%3?a(UbZlAr0hGVe8`OG+l zp-!b98o||;H5S8!a18Kw3jW&s8|H2g9RBp*ZV2ba1EwD|p_1~-U3sY<<}MlAN((c? z(3OzTpO)WXIC(dpec4gyr)AA8{49dmL(vzAF9MNT_d!16G8L#{Z_hAPog=cWo-r&l zl*OVyYvI-5_i;(sCrIC@4>mHd=0)u>fkusOmA4e5kY=aWbMzxUtZ0+Gv$xEHXBgA9 zhQ#{>x_itDvilWrzW9UitHLNqJIuR_Z#f!5k73~+whC-X(IOiiW5!XAnV*%u-Z-l( z#Q)kR9Wu91HsYKcuKbx{d8+3L-5GKV2UHLn9xHEuB@_arsWj~)x7TsJ%r_(UV>pa+ zR;fvT2*BYITRqWtIY7I9#O@|<5%!ztOG{Rhaf9iO(6ov&%s#m_)mw_pPaYOS zN=%H;X(?B%v$nqd{+kd|>-$~A%Yvadl*J4+LU1a{O1!7x57cVs&0o+-CD46Q54%1# zg9{qgjZMB~xNNY+R{qW(q?83}?z6}T5^ukQ?}2YX0sAiL0~s*lb6C4*C<|iKg}W6_ z-5@X=vF7{wD+(61PUY34ni1(s;}{Y)`MTj!VyF0xlhDZT_;~&B6DX=N-leUw2iq>v znOe~HVT0G0*kW%sjNg!%dL0#xog48mEX6HC=J^WK zW0#~k`f8E4(44iiN&_hO_$_Q-xnP=&Yw(996`bc3 zF;3w;4s|p`){2Ymu%xQ(+W7Pc_H!>RC7+Tp8v?2{=ysQ)mt2PwcdyR*7Y~Rx65!S zBvOx;c#J@QeBJ8upDOHs5b45t6md?~D>S&}GWyu|iQa1yg>ggT+es1`7Do)}<$UX) zZ8RZMU5t3f^xTqmfU%15+Ci@)nx^3^k{54G%t>9cDqw3Y? zXZHrfguLv>OFhpZCFS-V{^#+StJ)RlIw*wXw-3Cy&jcaqT>SCJqG?dN{%H$$S1ydv z#S2>7-vzR1a)5B?0@l%&-5R$J!Y^l?qNQ?~p({GsCS`XW%x}s0Ws$HQn~fS0n@xPN z?_)Jf0doPqm8|hS?&F3Onf$Fj_m*JdL_8@?y$)NguNZDkI|Tn4O(m*xT5;mukxQw5 z-dN#*C!TZb<3OJ=_1E+Jn;ar1Hdn_Y?fmaK9 z25WF$+WE2lxk>D5{^0VY+!kqfy=KnveuTN&8&esx-k2`0!~aJ)A9}u9Dqd4N4NZDv zZOXngK$@xLs{#?Aj!T+3U6>@$_o3FDA|L+jX82+JIU8wK-&>hj(}40W>OPB*JoJ4^ z|8UfI9otH2yxdO&Vg8<_Y>tWyR8CXd8lJty-VA>i?o12lw;|*WFNWf(|I1F-S8)V} z$%-Ajr5TWVgKmdvu@kPK$%2}O$(JWq^s#;Dp)TtWB+~!k2z{RZ42E3#*x9?I zV0d;eBJ|-d99v|%CGNWega6u;j25L}U)=8Obq-A!O&|VwNS+Sr7klDe8FjE+rt5iK zY6(n-TbR8Ic!1M418?(`w_^5aWYZ0e&p`Xa?)uD~eUs;3ZF^}iL}a!Y()wlHii_!& z9H;zbf&5Xa-Q}hNIbam`yU2$&EzJhbOKS%b;R~+B>x%IqPK2&$V@z?w~3L}fZ_l!Jsfav}G z5&i$#k@A{Y?DT*Ka^I4FUF^Dr{k>^hEAxCXS5BJp_;Wr?DZFdk)BFc!&K=+Bs_l<+ zzkl7@6(I&g-V;yHT(1RcoxpNS|9+gD5E+%3&V?rObCCs`%{d%07dXN%0c4G2^ZHY* zFz_b*zP4WgBKKW;o2C0mZT|jq?ZAEvk~djTh>^b4|hWn?i%kOZTuY+Uk01 z+8>-NNj{>rZzoLiuK7{V1>yAgmKWL&vWRr!?6u5O^SEl<$kARofWz?SHu~*@l^Q{2 zx8{>L(qAcj@vk}30$p$PZ2BNolx(@D)C(uGuC?O3o!CQ^`s=Vi0~$*XI?W#w#6}15 zA-%!PxtvHh8dVC0rV~7eWBGZZZwG@GUb%!->gr!ZC2v4T@Xz1_)HocQWA(9G)`L;g zl6<8-d@!RNp5gL102kG)^@bkQB9c|VBuc)-mRHa0?!P*XP1`=6nQFX6Wb_`aoF{$2 z<>p?!Ek{m58l%K_sg@<|x|e;I{=5oQF`Q}>I;x861BPicGrMr~XF+HE94aLn*qz z*rrHexL?J|G~f#(ehj}vCzzmB$0CP4FA>^21HW6e5Mkk4nuXQbvp`GYb=0O)$B{PO zZw3LvFq}#Fc8A~(84iC%kH@(Y875Ckw2L$Wg;TKckclmfMK*KnCRHG{?aSl0b6!|D z{O5dq31I(%y>fFSBQC1A6OObzg7%-<6VD#~gvrpu?fhz~(CtY(8>Fj+73+p6S8ta< zn{hkefz5sVz2(aO!pn;|eM~ne=`$bJa`woZlm}r$#m?YBdK;LII#Bc6`8*C9adZm> z7T{=R!~MgRjY!rqYmpw9#ewe3C)!&Rv31Ez+KpO<|Ekvy{d!G9QJ3>@GVjyDO-RyW*^e07d^PE5wJ< z8LDgkg(>Q*9aRTRapiBThsYs67*cpkpPY3OhAX>=_Gl(xjlRO-;;&#L9lFnxJf(5b z=CqQHZZ}Mx%UZhoI}H|&8p^3AzlEB9#`;GNOITB3QpWgQ4Jp?tu}yhuKsFeX|@hZwYlf~&eQ{SSx+nU%~4z;a=v@Z+6~j%`^19wHo+v@PW=G? z^RV##yWP{zAu#IktjA2635HYDT>oqA!bYZuvrpC!!ba!zukW;GF}v)!#?NhgaVD-$ z_0rx;STexkdvr|)hiBPBF0}YU?Vb83`ib$7cHT7Z(ceyJ`%gm7HAV#*l>!oZkE=k3 zS@cDcj1Nw8#b0v$^bC5bree0P1-Q8Nhu?F~YN$I^?=IQ!0LK1Hk`NZog?SU6v?j-GKC2ytJ*24?;r#bpO@`KC`h<;XOwel_N}UAYB2P8FQ&43~n*5RWrK zrjA5b$GMyK);2hN^vm9>#wXC7srsr?<|qz)OHj8hlp)e5w5%)dJc6AQIR1mmNc z{Zc3&g+;wpwa=TJwdU;+(WGX94fhXLxK!+c{;~`w?c^{bLlC?2UD@~0Qa<>|v3m|j z>+Fs?7^%U>2>L&#=xT8`mf!f$QYs8zT4O4;|A6BmK_bta9zxZvx*fN9H_!K8&V_b{ zJRq*7+K+vlhazJ#tA>y<)U4jP^r}$;{9OH1)nA4Il|$Teo-BpqPmd4FjAvm#y?B9= z?gE7KuacNeBH&M~pTy6~Rp_%%>hF$O!;kin8YUKRu%7MV(gX}6)O}tucq7|fY!>Wt(W!- zU|Ahy>)@w2=r4+H-FDp`<|-C7cF&pNJWJ{RBt>ah)a3Qru6hv)JaXO>F69xKoJx+X zbH)Kh<3RZBUQy`2nS1S~<_(xwvm{zoRzXXpo4vK03pR2akLfjz!_@v~CQ5_y*kQAW zH)HlZES?!(3LL4%Ha(lGd}LjmBkpdI#Bb2QkK(BaT}X-2`0zY93u{FG^NZhJ4YTHM zMFV+!@U5ccizx3c7?~gEW&3*!MsBHJl6i3gN*87?opuQ&(k+Et&SP-J9>%+@HT)NW z6rYi)bVwMoCgRIoCAu&!;DltvS)R@7Jmo6h~7e=}a6>4s638JDvTe8xwJv zai^&XD-RA?Jl2&udK(%Tx2s>M9fY<^^gM$Lr=fYHFbx(@!$0}XXTAp4p{LblmO*GY zfr+Ye^3thV>|>DD+|y=_BkPP#e@^QI#o+$UPn+DlEYnM@-OY+ce6cAFOQS$@3)u3} z@g4kH3X$<2WJOADX0pXEacDkdaS4wq(Z5ScFRCS}X_;m|2p5rRerrkwm(@+QR?16pDUl$_|zT&oG>%Q=P3 zUv^9n|2Dxj-M^E&;X1|S?*!IL{IIENTfmTR3%=$rVbB|MU|i=~8d9XE%HJ3> zK(}hT=L^Ogu()`tQTX5(x+kTIW~XXk_YoNrzI0n`+7nIBjtkgd@o?>fl{qvBL?1hQ z_&BsU63(eTE#LH0hTHPrY_Q&0RJcY!3`_r96gr{23^C^iT(2al0mc~nnJ8v#&X1*L z>qj-5^3HTjk#WH0)fPTC=A=yyVD%0gfNh9Ip(zS4F3Z=ey~oyGR+V?kaj zzu#?F$h{qYj)VIGEPUD}POi;@*`STdsS^<}Q>kDdZutlDea0SXB%(%H;>(+mO zbqU-DyrS)9XSNnx;%d*M_U@g9zIyIT~o zIm2LS+}3-)4-x2QyZc05kK*tYqq~nv00u{hGHHJJg~LR%FMeSGupS8xNhcoRu!A~T za54(VS(f%^I+)^W?Dp8&+uAtu_FRdatqk_~(YO2y|LyQ$q47&{iHWYR&ZsrZXD?Y_EmD z`mOx)q&QI^nd&sQy_Mrw6Kt!GmP)EUVZC;oRC+w(@rd)*abmW60Fx=w=c7QY=vr1h{tVEGB5 z^BSywD(za)(7^>~M|R!s&e*50N1omLI+pLc`Q?hVCQ=Gh)vOfuJ? zo~Z}n>ieA@57qR5oJoANY%dQ3GXFgq7^h&B1qx0ho7LteNi}8P^q$ zOw1_cL-9aTSIx{GoQo81=k|-hwB>EC;3WvNKOzaArOR;im#$UUO*R;u^k>^?{t!Ew zo!LC)^q};jPh#fdS?CwJEUut0j$LPE)+!!4Lfz``FwM?tsFLPLZx?LDnYoh-e#A5+ z<=h_pSZ@m(!jF>EIsU;co8q=R0u+cRn%sy<%Y@mB2H96B`>{Z9&%>amRv4~7?>=rQ z1f7Sk-S_lz!HF%6T)!GpvG0mn<~h@Hq#4}Oew6$MmI|Mp^Tin!xibh53F$N#hG_AuQG74S2T2GYZg%MMjmEAMTgV#cfuFn(<5zT z*D24gP48ZzJq}*Fh7E2gF#T{Rd>g%P^3-P;IzM0bdRys&UCqJIR6U|`toD^;Y`{2? z-Zi11OQ;MU3rMw$jvlcchPHctVJXyW&uB8C}LboL*WNtvf9x3~q|P|pJYm2KQ(G)D&zK0{xHG5l=cX244R)x0XMldV6^BV5Q>b^<)dVHFQmw9m!l9};b0eQ7zfnz zBL3vFGO)_LyW&LaOPGxK61bg%h-3RB)J3bFqj%uO7Q=5tIHP+r--9a`8otj+H@~*Q zsil3R##vFg6|XKr64Xxhs1830_2rPnv3Bh4D>XOMF)F^gt)jEX9J3@^%vGPRL7g>n7v$T`#>( z^Z&3`?)!a3;V5X`$*BB*B^Rkb$3^DJcVSJksJ{QQ1Cst7Y?C%}1d?R_Jz{nz42(RV zWx5&yrTLNJ`NvhUP5q}Dw{|RnUP)v$?eys+ja-dlS_8C$z%=wp?qaV6^>w;O6erqJudwl?c9`E}h$p5Y2oN-XqW z88qQ6x453je_x?l?|#ueE)Jx=)h0^&H{(=?JRvad3v~Yoy;>9=1}i`3%`fO@L2uzZ zvlr@Y&^cSO=Ap2G!zZ;n&L0WI4TabJ=NqUnP{BPyql?GM;0ZPAdtIdEzI?VLW0TXI zG^c1ByRnz^Y~(Swu1$acvJp!VV4SyGw}OopBH` zvNA5~#yiN%VEt3Z{TQYM{q6rAeuhJ)z;d0l6`FNMMU;2AVts_s#Uo}-IO6vo*cW=k z+}6Fb35iwk&ZnjD%Bw>-%pR*%b7Gpvbo%%5v~fDl`)`%nc6bX+bW4Q#Xy1cztvBz~ z2kEfYyVBlU;210&7dalM@&)JK^?6!;`Um4Y2l^_66=6=!@l^MyDpL8pPoxtL!Qamt zI{j(?Aw@^`(B#?kKx(gyK6o<^R;ydIFYE7ywp6cirQmD=eddK6g{ELwj4Wjpew~ed z&8oi+&V*poo!6n~*#cnt!wY?0HA@_?-|_W+?>XpuQZ=b3UkVM!+8K|gGC?cD=eBy= zF^UcX)>3lQOa9>C zPFW9Zd=)w1%hC?B?z@r+Rdd+4^1_Ns+8LJ4d7il3B922>QZiml|AEoAAOKN7uD@-| zjR73dq^vh33c_l7+{W~Sb(~HT)M4q}^d;_eiO)6zSa>CTVr=CVHvDMyil7gIw31oj z*6lGc-ZrdtjOPn9nsYf<2Mb}_iO19WPzL{mODU&5MnV78i_yk=cY;sK*@I`yw6V>P zT*#4E1Y@UOKG?@IjLUU_RX29iVFl-dV#B|8q1{dHVMpy9oOHgzeIU3G;!8J12C{ZS zy-vqY+v&H^TCVKZz#4($AB)Mo)rmO8u~Iv6FPA{aT5dBgtB?Jvt0sQK^)RUJA8dU? z5m%lZHi!+Ago#Mc66a<`TqZ{*YfPKM=yAFFZ~KL?;YF$q>r)9>*+zb{(v=7Od&Lxv zNb15MAI0cdZ9NQZsi=|q{S)VjQrGT8h(R`+-KP?(pSZ1f6eKUzW}ZL;YbrQ=8i!K)vNGr|{Dd zQiDAv4qq@Lu$D}Ho@_sf%klTRay7+aW>0RP#Z?a+?--Sf$+N=6Lr30gezF8qeO+VZ zY>gF)23v>zH9|GzMCr4TB^;=Tk86LOi?h2fNJSnm!=?U)<6V2YpigJ1ZU_GoPEXlB zJ188o*$=W6M?+$edcR%opfLQG^(QMURu+^0 zveCK+??Q`PDTBE@9b`wnQM!<_hIK}Ms%I-7VULQU-}%wcFc>dfKJ(2IhIvY?={)yC z^M&ZGUtNyCu!+o4oOL2J=u239e*O@1(ZNhnm{mzaqW{V1L|I7MmA2u-Gg* z6uc-1{huFvc`C09Ga7%MU)OvClh%BtH>}gJm%1r$JQuO&`op$F%2SvJIo7iosX&|I z*=nxWjeR`py5zViZ2RH%TR=+~NzaQ^8iv|%$wR#H_{CsI=`Q?73J}0~kY}tbMjRBj z&a@Twz-G@H{vSf2(0HGvf-{N)8M2MU)7&Z8JM~31`@mf&E4E*fVcO&vsY0u44OyTD zt6NVzdkU#;`}*&h-N!1|PtiSW0k~Q@8=$i+1tZ*z`~!Mlp$%PK_gh>+GNDJo?yU+8 zi`A*eh%`WB#=9*&`(v@bx3JSPi4`Uc{tH;O>w{*ql*0!!H@)lA`HL0Qtl|Cmy@F^{ z+ucbSeGX&!)S(EaAV@5~FSTt-l|U~&?sRC|MQn0@cm_2-Q^~}Xe7-z}-(|PJOCMQeg5$XAn^l0DH7++HyH*4** z+bf4FcRKWTeldjRixp9hM|iOP&QI}>fO9zW{_pT!12vfY9CFX1*<76 z#$WR7O^Aop!=jpDIft-!tJ3Z+PgbbBMR41}TM2!?RC*+LOyb}c+gmddb3m549AeY^ z6vhPl^;3zD@ZaB#EK=-Am}F#X@gbgoDRb_|R@bXI);DuSHOUWX+pe&k|67dXnghMT z=fA>=!p9m;Gf&v4-{R)BJ`7cxnmVxLf=!XaV;g#}aWQh%(IjYdPLnx`R{2_CW$$cG z?By63iqe%c&Y6MU>S;qX-2pU~F9lNkLeNllKu1BF9>(9=JX|K6Ah38;a}@TQ5a{Or z?CeN(ATr!-DmT$p!x4wP4L)lHNYMGDt?Xfr{ny)`amE}a(A{#>-1tQSOtY7B zlfU{Ecgc_RBtuWpdPg(cMXZU7`B$NS1Q&fd+g*Si*SCzBj=zBa5)fyB(PN{Nu{x>mv~J(m1bpn27(( zhjfnVQ-K`xL`0uPCV2Vm>V^iH{o2EwN`n$Jdz$;JZgIT46_dg9`pQm0>&TaPBp#t z1oAol7OuUT&>_H5bG*d}`UBo_9u(gPR3Dp$$!sr}x!$gB_Awa7x9@-W+=v@HWSY5J zvzc*1@5I{v+-RJ?OR*BWApvuVXE?eyeQWZ3zhM$f4+j#H#?+$UUA0>E2qx;)0cpDuRsAe+MzFC zift+&fAf7lQQXU|U_gHxpUe(bq&zf9a9(sKFzQ*IAq+6U=u)S7S!xnC{b$H#c~l-A zHA^=479GQp>b>HNwO0s?(I-PLk1+y;zAME*Z2KbAFD*Br6S^*>e8PLWVI6OP{v?T(TEw{TYul;##4gIj4`-cN@Z|XX^I) zd1B$c%6u>PUTFP#>%^AM+px&UMXVrt1NHBFLOp|@mH#V798lx{J$s9Y?CLkhg z1{OpKrxYG^Lxbm|ttwk`kg9Y2a&`Shn3X!)_J>Iw8{|3So?Si(BL*Wg8l%E6{n_q> zX3syP7y0q@Ba9y%!yx@{mMd>O)y)2+R2M}2q@;QuG4&*yw+_P znH%;T3Y`v}KRhOa%gF=PWJ3n*`6hWCzJJ2r?H^gsJD;A^ z0*SwMzGK7WyvXY1&)B5zFkAMf2Kx?FTHN_}8Oh#XSQ4Ff0%>DS>Dc933@-W9baMX` zbYvdU4G}BD&V9++by2$@Io4^>EmmCp$ZYnP2jqSz}mB4(%tYT4du}JsWe_o-Y*iEjNyh(ovJ5`lKzuxsDGM;=s z@zIQiDet$WT>Dsp)Df>qgW4DznT@&}-#3AEWA86}*ZswXj@`C_Tg`~{QNIVc^&Y}> z1ZyAJHVh`&vzJtac4PC`ns*c25MeK7;KgP2E z0xY(QdSu;thvOjz+4myFVOomw%{}8H96xmE=Iha4*#6F}-8MTArbk|FS?LdhoI)qN z_K#n%$o=r{|Jr+@|NYU!T%Nz6TE>hgsw4;-1IB%}2gE`0gxo;ykPNN}AE$dfXaJ+( z0)KCuzXWr_;a*B2%Gi116GdSDI#4f8?uhZ)gQQ~PAD8UN*k5DL^CFcDOJ8j>?6=*; zX;##{vz7=&7B#*{TV+3jd~!bWX`e+`Qzl6Nw2WfI`sVEc&%Sjfa4iYgl>Ll zCU6*D*GQbm#iq$OL5XS}FzfN_;(t#c_{6?;yF*C4>&qay_5^1y>af3AI#&>A=JLE!Vara%I_DK)PSVk%xP1aj|+|- zyHxuVv7e}@J4$Z`r3<5vyd2ITMOT>N{XS0Yh(mt%YZEa0Y(KkhgA~-iy`55IEQm8V z_U|<0GKD#->rU&w3`lcLPd~HgDGWw;6W1g|VX?B?CFD>v_V}IjJnf_bqi=KSy`@Hg zGI-@0#K+^(tjx0_o_VD4L|(fWIEHP#r_!9buL3o9N1U?41+1)4))+0f!D%~zlGu_l z95OF=BM52(wJze~E8D-s9Vg25WfpeyNA#zYEe*AK&4qMiE1+ z`c-I{%FO=whz(MT<4yD{k3$K`q{)QJ3iTiKY22swLFW<9pws70z}UoS{A3V2l8&7D zko86f=Lmk^zYNGj9pqo&Gjzepiyn_9zkP=p@ei+8_Y}hXB!5Sr+D)9{>#8^%BmGB)A|VzGO|b&&}i z2{6}KTe*P^_5F9o65d02QQ(Y(=?<(p|8M^kbsAPX{07{&i9om1d1Ygt6riLX`ot&I z3JcGq2k*^VLPwF5rqsFsR@P=Ezf5NYn#JuM%!Z#a?WK=LOY~11eP+}2PQn{&a_3F_ z1cRZ6$K*9>os5%{M=xk`x)YcZ!z^A&zQR>&QUC8hA42cxKkOmjCt*%}yr?nzIZ$#O zwk(uMK>MXv>0C>vpiTeXr4PndSa;&Wqc7uDxbRWm>3G*goPE=+&Jnj2hvn3|%U-&} zwBl2pMM)j#dCwNZ=;nxPdkw84)$%aek!UR3&yU@0DsQ*Ge1hxQ^_{eR@31My+PN_x z9H`1Qd1|RyF!@VFi)a;yMR`s)CF8xIPOPo%yvc3s-+ftInG z@jcJKNNsdZwNXEh3x{sc4f(Vp`Hs?+Am7dNXxtFdsS$-1sVyXtTyGpMDmqX&qlx6f zlO^<7Uvct=|8r_#8}wugy;FbHLtqo^vQ<%j4WtAv<*=$|q*~py>~~bb95K}hp88ur zrQ`_wF)e_`KANr6(L{(Yx)>N7cOU96m}pw?0VeO_S@$}%2$YT3X$NgX9L+MAw)Nc1 zEhiz4>s%Yy#r*4i!8;Nbk4bzN%$guD7~TG)@~HwN+AcePvC+f96TFh+h9_a>oyM|Q zS)_$D+ zsvGlU$4{iP{tehMqXOfRZF0QH`miYE_G7Fn9(qXKk9NGM#g1$Hna*xI0}GQ6Cm-}u zu_BuEEn@l@4895cGEwmg>rOwqwnr!g#)O9Y5?PF}t6|dW;iY{z79-28tvK7zzu-#i@dj$_}B@av>2hmktetozEgg2;NUK%TxwXOoXk z>m2a<4i%SP4yDmFkgD~zYro?%7WJsg%QGnkH5#<+(3h9_oB_*|ekRLISD^9Z2h5OPfq%~b%Ab!YBkibRdEOKW=Ywa}9ZOw+ zV$&iv|DXkW1wCY}cZwk>TQ2JFUwvfTsL>t42;LbnR3=!6tYTdve6? zS%#Cb>2q=^RV56DnZImzAN+^Z>%>&w!w;}^M(59ina?mHn;}{M*bYa{4!M{55}-Xc z&O;`J3S+t=PHwD4IPd<|_@=Wn4#Uh()#YC>c<(%iP%JxErfl7zQqm2Rr+q}MRy<+F zaBHpPfFaNvPCPia;0NOm9v&;&wVA&g2cF$>xrfbWQqS51t)OSJBqPq}0{k<)Hj+*o zf~jqjc4|JV*yefu@fbB179KD>a*eCU$*(tLg=nl;924rhD~Jnb><3@1Z1aLCQkD~R zb>Xn0r=0Jo3JmpjWMzBjK|X)9`bfv-xpwc=+mR%StzbU0)?k4Ytw4hio21|spR4TL*jigzDe!a@-#}-c_0J^A1d6n zw!H^qaUE~_nYY47oXdyZ12#B+jp@L59&@O}E90$ahk@*C+2p&H3%}{=#$z6r;e6){ zslhvfNGUDkKN7wl3jQjJdH#13+K7J9iA&#MmDwuN>Uty$@3S`-&Hat7Jw6WzkB;C_ zcG71Tu@s=nSd@@Pop81&?HZ>U2d*vtx+|y=gR`a@4F+LE9JEv!{_pcmD6M1f6XPwz zWtXaer0XAW;IE44>COx!9#)IbZv6p%NtRqfNhL7!#_HYUN_!YzTMc`ptOTWtPgw?k z@Iu9#$;`8ndvT=xdljME3&wjz$5)pZu~+N1u9k%gOq_IyPLBDGExYg0&xL71R&Zb# zx9uA&*wuLXX$1o1&56(Mp2e_ournk*h#eLavWGoHd~h{zyRT|&8G-HUmXi?4g;8tmM-nM!&`gnTXfmrnq7*yr@pB$n_L%QYbR=&2 zP-uXn?I)lubT#hUxQJ5CNkzmTz=6Rhdt5>EUt%g zpfGKx)y_*hah9xHwc;5Di^4=VM~ck!xy3N-F&ZTi2A)jfdkGcfI-tYg(nm)p++VO75 zP-FOa?)_-)_F3rZe(c1aM8m&3A4xb zcb*ge4GYmrqjoMwaIwCVhH=G(*IrJy_P z`%GXmn7ZeZ)DM{LDtgRrJA*Tw9_{h|Cy{iR!`|q%Jd$k3YsJm|p_7l(r`%={`hCux z7$CFb;MHSMl5iGUe%Bq>G77`=Tn#rK%QG;x@#XF>2OC@(EIao;l$*2}sLD@ErAN$1)V%&?Ccyq>s*xsPxQll@8bw)b3M$cWq$->CP=54My&3KY*p@ZV8+Bc3>}?(uu^bG8`65n>)p~dH(|A*yJ3G-@E=On9!v|JoV~# zF7keuE_e7M=3xVUFWk!46jiWzd&v#XJbR?Q>#<_aAHc4mhpMa`%+O+5aQ*VO94v8I zFIf#Z1D(wdyUWOou-rAvvm_yeL;uxkpH9308+_JO_x=(b5Z+FV><&QMd@{r1(c3U3 zI3@mfBa}#AIJByk6@X(8uLMc#6~a!s7Xug5e6W!GGSBzo0c=pZQ+oG>3uH|TtCqYq z#KlFyopoi3u;6zm*(>ZK1WdUY6V2^Ojkh}tXn!<2 zPxy?H3E=&U90rv35azMw{Y1u)FWuQC@ld|&Ys%}btx(x%!!ypXiX;zynyHp1q*=(2 zg(s4s3w<+82Sbpm#;H)}nSkXt99+)`ZF*W&?y;UrzX=R3!;b`ypU0}ek+F3dgek?~ ztpaPJu*6%>%e7SkmMfT+6ra=sY1!zYdvyUWt{Z96oead5w`{TdQ%kY$^q%c3(sJ0h z7D&ha>kLNe4W*ZR9>kvG#~v^Q(v2k%c{t9$Fi^gH_@>rFU= z>$j_rEq|J|=La8j$#rs^=W>I7_cv0ufA>P?(C&mAy0x1;VYk=Icm}&}-a9w?H4f)r zj7CcoslurFfY{*1IMA+U5a{k6B{E%UwOnAWh1trFMdB(Cv4d(zJ@+#k`_ta8Bwu+A z%Tp}v*|!^E*f{mu1UUk-r4sMEP~&m+?&;}8wg#NGzi_o>cQ%x9f3yExbOPrW1PLPs z#yIJ`Ekc}q0OrnXCDQ%-u<2dN5`0>&Fm|)${3n4+IHckA<*BtS)K;fjE zkljnc9DZ}%J6||pX4|0miqI-FDlLf8G0WlNo3CwNO5Hf4A#f}vfeuDL8ixK{__vuu zkF_%{?|@lbyMAkTedy8Kb7pvY5i08|lUSbagCW;nJbb&_V13&G<~OAim?^UM?P4`XR7_M|1D5s63XU% z2C-iMuTEuJH#A5*{-JBV12^(dy_BcWfM%JK{UKlshe^4MhHp7xs65mD)VuxA6bm3!#qheOQe zkqsYoaWqQ2hh?&v$XL8(KMU0kW+F*NHm~)tGn2DL#+3z0Rdg>(8JS?LS(l$ZRSB0A zIJXrrG2@J!u_$8?g-FMe{N#7a3QW9@Qm>p~!NnA^Zt~j{m^9aIXV>_Kb!1P?gEvp$ zXW{MEE)VCRNijZ0oh}r5uTNxG%2I%`?Mf1Zp)w49<%`Q!5k%UakBvXS-vwG*XV`&H zi6r9DLo2CEB zCW}BU|KWTIZ35Ort-Y~bsmG}ZN$)a?P$ZYiDEm2|hm2=iri9JvaB<5lclWUwDA1Ql zA1xHXo(bQ0&Fh6YV?war&~t(@1$(nZb;O#CI~Pp@dLVu5w$>GE1(F8&^MrVQ(pWsbY50Av-;8w zjia`l1#iY-kbi5oQq_OZCUc-+$GzV$D>&sf+7XEDqq_DB5|Ox=*Ld}*9UFoE@|Crp zNA^LfXqeHnV^TPKP)X~w;4Wx7`s&U>$q!i9+p)aD=7uY}i#|g}&OoiW!?mrGA3EYH z;z!tOU`@BcGjy9X_HJ;PeLofslUE5{x1C~<_EyqYXwDyI8dl0RUL1z*d)z~KH5X_< z?H({1k7KP%-x={22&5}ZHYYN_;b2AK~b4VE2bGVVW{@s;s9%lNcU$O+gz*sqz3dG@@+wTYDWQt}cyS9yiB`_>*fQm6CNaA^MPd&;UOBweroAqm>eKJXScRnZjOAFpTb#fL~OR2V| z<>3&}ki4Z)^%Km+Mbg*sS>xj4_ZJ!2SYT~#_r6C43Ao{R>`m)aZScXR8!6it zf}Hm`Z{~u9IULvqGgnrfyVvcoHe%1WR`UbU_v7l-e-D~qiQ3GgvPTA+Z#9-PWt3uv zx1t@vvJb~S;w|MuuH(W5?rTzYFJQT{Klm(J1B;Bx-X8Y42TOg8|Cwa+ZSprE#$c2O zDz`p%NY&YiwY$}7loth{pZ2-lDmeg~xzDlP`t$~d-Gp>RWZGcu{Y;*8)LvX(a;^In zeG8`sXFnw~*5k1CX)9|VU;OFek#mxX3}iV!x90XOIM3nDI&Reo-CR1_FV1yu-WToI zZQn;wFBdJyVABfy19n08+8%6rM(rt=b0N^5_#@3MmkmY(TP}(5S7Ch@L!HvmE?Cau ze|TY+6}B4rz9XIyhF+!;jZEEj7~!+J*h=0Bl-9GXHI_b5x6|e7gEOTtA(^SGF4}>a zVroi+Lqr%P6>jBD3f=50W@0Y81*B+|w0^eSzybF^N9Rv6;84~6<1T-LuwQ(sbj$G! ztO!d}TrV4fs>C2ExiNd_&g=@%s{4SmEm1CfCt@)9g@Qfarr>Ol^a_7d4YWz#IA&Sa zi1mki<1`G;;@F$^JW`?_QjU7mW^`~7>5Lxq#EkHt{;c#nBSuZ=!KzxEm*PeUj^1%GF&!P2mqS8XqFpSEk z*M$E~g?^);zZLI2VBqxFgN*eq2u(LP`6+slKvx)i`_X@)n4lcNzI?q9Dh2s8SCV>& z3`ZHPS_|uN&YAB?L+N86$JPooTYSKUAg)JFvD;wuIe+xIc}Z+@Zc&sEBI2abxp{_E zO{DI8WVdob3#Zt+y3YwQKtnc@|9NRooEWC9-?)*1y$4y}={_eA>7JZusQXz9lU+A~ z?d3n1YJI!?6rmo{@7~jRcG?KXWHXY2g7tuO*3PGZ&5l6t(7tkxScHR)rLpue z?LwO24_svDuH_?TVTZh**3hsckwN6F_d)emY+JVs7du3UCIaYzTElzIizxvX z*0(4-$8*3GU%YR8`3o$`K9_drO+FIU@2GQEND=58gSUyvK859(5w4hdCCK_=^*wfw z7cx~pvQRf#aY{^=$Htl!x~Sh0dVh^0b$wjg$AT5B4cfktRCWM4qE9LLdm7Hx=@LJ+ zG{e9=>-u5VQXJdi?rrX*ixX+>`q`>NSQ~Q2ojUBQYnxzqrY}X>nD_|+=(q=&O@4svE!lt(l&FO5O(F`DWGZG(X4#>2uC6` z&z}@lgR)+}8xhNsI3Tm_H&?AB{7lY&zBN!2nhhMMtoAL!OvkzehLRwz{lh)#EgdKx ze5rn=c@&qpw^2M*d2#Vd#>oL6b{zPoB52AWic+SU}0LlK8;e^FJ=J7}}OY8iE zwRVd$dNxVW{8%kg?r#?UvreyU=i219HzF1uJ9A-8{lIS@&fS~Wb>!T~r^Z-XHha0( znH{OG-9NEpP2=1@o3>9clELy(vL~OiHVzt3nQAIK5m`oO&i@fv#HE<*PjMj!V46AP zRHS4WkW35{G9?XhpsdCx;EFc1W^sAArqmMYIusoF&OgV;rCj#=jJDtmU**v&#mAvi zTj=Y#`)6Qg&4Ju7JOUdc74!w~mT}_mFk^R9HPSv@I%hU9xmnLPrEjI1Je{^I^T<&J zR)0t-7=J&Dvr*p+L)*6JGl~D2l;BMuCgQl_zmwZ|BpX z!Fm``y-2-mG60=3502Ff`eDESrF*-EzT)7IvSWX$nPKk0{W}>a9FY20kxlib6Ijn% zmXtR+!fMi0#p`u>Fj{q5#Eq*C|2YfFpUw`%&Ziej?lj)R-lN-v<^(tSagq1G-n^OQ3%qK{JOqAv4wYR%rd9#j^muXcNZyl z9jL$a{@bUMhojdWIWMSjAn^cG@brOIA|0RSwoJB@(CjI6m2ZO{>tFq5*^_AjbElar zjrJeHevWR5z3%Nu?e+_Cs`?F`4>&aTJ8D9ykw<7<919GwYZKx;PvLO*>sPs=-=X?% zSYD8O0g@@SKDHaqS;=f$g2c$AHzeL!>}OZeZ1k+dnoBQ>oZVLm{}Ixo`QIqP zSk&p~-(wwNR!7RqL7x|gWG4;hP4~jWL))qkTV#N&Y-F@6wi!E)lr0;4dxBk>ZogD! zCkXWNyY9}Yl@b`uq_k%z_hajoRRyLIR_u#ETipTUxLE%n+RWx7R%$zK<$IQd-I?|J zl3z4&rvJhY$8Y-}uq)Z6jr0I=SkfP5o^`~T@!&`vKPgx^$}lQ6ABnWany`_bbhxl@ z>lP#BTR5k6^V3JM!&s*pb4y|O9a#KvoijG2Y#@YhOK(4b;nwKCfcSs2r)RrUodNS076n(_rDV)?vMW z0x-i;9L^ipg)^u3bY6;~06A~V@if5}tgjEYoG;0Pj~4b-ha?e~I5aJ}%C6(Yc_Ah7PZ16Q8@5tKc_t+GO6~|d0%4I^M@YS95cRX-%iDTc# zoF!QEZ!ve6>D=TR)e8Fs5B$61+)6%C5&O-aS|&e#2Wzy`vX?A5pxjwj>Dj$O?7Y}E z{8S+U%0srNh%}EuEm7xqm2WwWd2Icj?KTJH!A-pXWtAXhe(^6!?FuyW+|GD%`vMFO zO-%YeT!HD+`^Sxy9Dq{76e%6peTrhba%rU9n#(1JvO>t z-cS3s-JNsK^ZcIeZkLW12IcfyN-B~epMF(Z=xR5PG$gzwt!&_&g6z|ZvNO=zM;COP zNgVsX#q(GZ4njfhU^zTj!M*`J;z61#w?BNtwYjmc zs)G|)sajdzLjM&hN}>^awRNDIaz1&7_6zKAdXv;1U5A6CACE|}o&)kJi&Du`JD`cl zS+eK-8<^q$@W7;74Hx(h^S$`Df|QJ6{RhOWFj1Xe|L6S*m zUyZTkQ00&KSII;wU9shI7Cq?wIh*9w(+$ZX3-LiGvT=!{?XON96Quq7IYMTA0GsJ2 zjyB%O!nCx=eZeYcvGJ&B)%5HD_BB&ZE%R*P6T45h^mXfi^fKXj?5+ne;3Vys-)e@x zx30fgE7pRMrB?yJ>^fmkInCRcOA&fI?{HhcI))o!rWTX3Kk?bbz)h{&W&~Qc;D0XD zYPhP;e4p3j6xQ*E{h;>I!ldV$)fH|m=zQHNN5teeB){K7u5Mij!4| znT8uRI4E2BuYN3vz_xnrP2ucbnAGq)%;!%BOC6?h6%K`vD}DcON!DJdWiGSe&o6)$ zx}F+ZA~kNdgopcPiojAP`)HJsAOt52aqR4Hhk@bKKOAm0W3ho2O~afobbk@xZw(!S zy3U{sAz4ZEUGU{_*fNCn%Gex{W_3*e`Ol!9@jgxwPy4tmU4dY!ony4>Ed-W0CBc@U zZM`}<^mlLJCRRRw7eY_14DCy^PRd=>FzU+}Te;06!`h8cv-R6xuG>p0CbbL5T@y!F zbz|@;``ahg3;a0sc|%6c<`GO8db{mclEc|vv456wfRrGOK27amOe{)hwz_Hu^P|19 z*55C0bFDyDDSbE0k!3sFHzlCs#ierNc1u`x%gh&OvxMny*UsNRI!t7pEYa)~QrqSO z?Kh)QW4JIyL|5@Y*nReSZ>awXD6;;K&Fe%3&MOV1UD`N^3(wOW7?^Ca?kw~4{4sW% zS5uUbjv0%)Fw4MQrj8YlJ=berrX%HZ-P!mf{y6BMk=^N&gaf(;=|ksVK(Vs&gJlb4 zoceXS2cx8+aeBu|jq7VTyyT$YXSyFd-*}u>9eNDC_deNIkUn5)>@~iw&jMJr{FJW9 z`8sTh>!nmay#O6g%|@-5jA4Ui|NPxxp-*|p$^Ot`5+7{ic*S7+=GZpzxk^ED}t$;sj+PHb+DO{ z+?upJ1FPb<#e({Ip}+artHasaP@3nLJ*~ltBiG3Lxt+6Nut`)g&sz#+m>f<0*@rRr zWcyQbwu?|?pYh~VL^5<7sB=E^&l^Xp7ve5mz6+Zne_qJk`3#%6+A^o>hM~(n^s&yq zDI9>*bVtU$NcmURS;*Z>pxK?vvhn3Hk@`v6$e%<@nAhlAXN1VQu?sf5XJ%eOW8P<;Jew>WHorGOTV{&`CT|7L4-P@ML>%wu zKxLeHX~xYgvlrLTzbKm%zKT5wBt`L|r!XgSvSv7#39Gv@Z|=k#oP8b@pnaPR1q^@1 z&m>yoR6XO@2bS9C-T33ft%7&ZV_6cb`R*_-HwS+?buJldsf<)=to@194#|g@^bcXn zTe&wHG3TMN+;Z*k^$-Z{i!>{&t%uF)uNEGLQlsZv&Z|n#XCU)p@znZ(WgvZieQ8B$ zJ9p8w^qjYw!#NtMYbnW@IJe8;`B{D*T-jvF&kIzCQJ$Fg)R*2+A^EtklS3S56tQLB zsSxbw;iEr0<&R_6sP+CcI*+|~mu4+5Y{I|w$tt>04S%^o0$QeunP>(sQFDS|Ue@bnbfTeovPORQ+EjR2$U@bi4QpquTf4yv@f1t>;X* zn0_Haez|FzJ9n7I5qWTcO~EU2D-MT`6y`UDG(eN^`?K#}cVOq*y0Ng?t!=*=>lR^Z zz`ppD0J(xF7}5BmRVP}Evys=i4k})P&iy9^KTe4t<=_QL=ac$4X??Xev+DvhrrtOI zo+b{I9Dk7phcH--{uMf~mI}+9`umET-3e3*Vj?v$x>#p*zgubd0M1cGMO`_o0K{ok zYL!}H9QeR~bLr$M96K!PLmywu*-s0wp*n53qcaBQF8;kSkYECX z*+cZvJU6gIzN$Nh{TWbh6CVDyuEm@~J2GuAZ?A_OZN*oi33ESPRL&^I!q$tPHt9!Q znEA1F(Cjc53_HHj-C$rOG8A{-aeXC+9R&t2tix-eKDy#@kWnty&4`>S)nWyrTl_2W zj?>T}G9>)`rXS8#Jf=B+JQzpITZ}YVcLV9aTNj_OhahR?XWco=dq{ruQIOx8guy0@ zkKq)Nh{lI|3*UC!`6rG@Q!_uZat`Z7fb8{N*pTq2} zR}{8eZ*e5<)9`xEFs$;+)~R-0!4?zQ=oEv`F#c5_C^mTr`!#A3>8!_*VlQYymmG%V zuAAk@nv#)nXUc0I?-p)+;&gUp{ST%h)5!}`&!C{-nKz}D8GAwlXW!f>!pJUG_ODbH zu(B(5mlSgq5WBg}h3H^Cq20N6d~XOs<305pwv) zqZTl9Ow(ZS84axN>`J(wTZGMGFu-)cl0ZfKVv&`{6o?MLWCz*0u=)OEcqoTCRtmZZ zTQuFnK2P-=kBi1Iap+S`;_N4+td%#d-}-^`---_Ho?#|XEyP9o|NRdpwyrRK9Mpta zl+U!mydeNb=sjGma+&vg~|XwP`*<35When-lBMv2fzB_Tfe>rAp@(Hn zn0xkX!yGIj-IQPv{f2YzsghqE9|N*OMf&p_Z7^Lod`wtY1*VignO;5Guw5_p%&sZK z5?}etJm*hf?}t;vTde?|l%4#A47B$ed??`m; zS5YX9h<*{s!UZFVI#l~G2}c}Ee|~a&hznkSA1%##V~JOvlO2A9xqEe4#!3q~6#Yh8 zr!)pe0!Br`QVFRfeMxr7 ze&x}7oR%t5aep@g1CfmU7A*9b*tR>V{6#q|cs`pv4t z4u4#5%&_1zQo^!NK?>q+;V|j2AL;}LV9NLxZ9R844E}477kl*_+!qTZJ5E)=Qikrh zo0=<*HqB(DqctqHxsN7%_J_`YqpVZi{IGc9IMeNGWUO<2R}gO70ZCl;YG%RokR$iE zuI4Z`RNohU8=%MxU8gce`KxM(G+HKyBc7>Z_t*)`WZrZfmoqS@iY&)&DeIa)inpM< ztkXT0IM#MI%V5;;!UEBeBxo>A(T`zig~5hK^8~#PSWtddJ|TDl zMoa&TDL=9siX)cqq&0=$%GR9Yvkf||ZhmPqD{hDN_RbA=sVt${UAiYQTn+mLPOkoz zTY@*YboQDK(BS67${%;0+Yo65>vUD(Q?~QfWXkRTCUA0+z-2$ng@5{5r?2VUhFJ;O ziPenVFv39~T(1_!tK9((fj@hpPg0E4Ll1F`wxu_zC}^9%jt;r%ynw2jG~t~cB#65f zKL0zR5az-@tc%JyLsH%sl&BDbCZ}l!M=b>GqjF+G?xCHgw;X*XB!hC*dFrmCHZGHj!njVdb%qC>-bpfzF4N7D7;wqN*YWRLP~`?^%& zn@tS@Z9|AUcfom_6xk`G{xt_lpQ$US7UZz@zziS5NEQst+g6ERG63?o$O@Hbb1*1C zXG40_MWAsv&P|Rzg5_sy-o^=d!7%Nbk9A`+j#b%dGtHah z?|)?b`nv+y+Uh#4rWoQ9Ie}1mGzc4RP$V;STyfx!k=rG&MOQZjXHs3>#>liuTNemgSpAFO>>Gi?uu9 z^cfl)(G+s47OcY|yCB~uT7sC-zAIi|G9RY*UOiWDa|Zt%v^|y0?+ooaxo?W!tl-dv zH)=9rQ&|0#Dm9~}7&o6++C3vK5UHDvN=aRb!c`-m)S3G?VI$X$NYSfwvvd=?tPCClYA<((-kX z0|x{N9EpY!*zuL8JC%=$WAWFz%d5ZS+lm!uq6EVtK!b%Flu}{TU%%y+Lru^ zpKVfMf8aOY+i~`gxkrGl`^WY?)a~)kO5BMQG6zS_zI9zPt3#iFG}cb?V2%H_4q)5A%l}hX(vT1yg^< z&h9>$g9~)@&#NX*Lwkd!;92u?NFFe*bEGB`siZO{MHn}6yj*k0pX$+e9v0Y^=%+Yt zV6ec%*AJvw`laCHP$IpY_JVSmGt3F?Z)C9kj*VlFg8x}|V70%B6YKpvoEy7ypYGNu z&fNdXTfD;%rbq6*vtg9S#iJ#DE8TYq)U&4FGiuUt{`ZfvY|?+QY@Kvx$C(dM7@=YP z-Qp2abcg-KF4{odZW${;)r zhCVa-8B)4VJ~0fMAuv?$7rS6IgY_C@y|Rm=nE%(>^Rv1lkoI_YEppSquz$w5!^dtQ zRgaz>9&Q4XN+#2|Ump&Azi=;^ew#PfHa_yPpbL`Hx&+g-K z!*vaXuA8|wut9Ti+56i)82cLTap`aaOh3zG_l4)sq8)p~^kD+5nw;8U_16>&cj#4U z{YMRRpE+_qKhFj78;{5G+xe;Rt*`Ngs8wvSh%xFglY}wD$5#$r8OPQ2jBiA`B?3L| zzLTxV{y3icuc3O(0*9#2p7YV5#>T0;X~+L-#-h>pjc*rv2vqsjf>{oN&>{DmJgBh+ z^9~D5dehc8%lXA{H-kNr_wL&2`%(ufw%>gG2EOCV^t?L@cQpw#o-Kn@67>WcyKK*w z*W+RC+&Q}X^ygR-mF>3Tx_~JbzUD(IE->h!pDrKa3sb$ji(~YTeAy`ppYk6qNK0s)V8O zZ0EyZ&Ty=t&zffcyj_nSqA8^j2eA8J(nP*f*0zqWi*wIBhJn8PKU8#XIQyWxRdYuO z78#b3)rTJuXx<5je5iei9j?sJxTQ$2{Cpwml)fMUOhB{0uAWIXIs9=Cj{V0_&>edT z%SAT(KMP*M`J^qlFmQ}Bf!lj8Hc9u29=Wwbq<$~t zISDf`e>mdFQA%zGjuT-_t5Whg#KRH&W6sFA4uF#i(ARRh5|p zSbW)Ca~0l0b&c1dt!#0~T{O;-^W2`Vq&V3@FAZGeyR|RNPY>pqS`tKFgk$@aU-G+aJ*_4K(2o?%|vawVKVP5C?yIg_hFt73X(-TSnE)NQSUC^w=qCE1?VkJ3jjAp&z z@_`ZC#QBu3>vF(IC%2_-4HXP;GF@{wzXCV^DYZr{v0>(vvZtCsIrfb|3*&iF)qd31>i>(0qLzf~*4Ip2GWDNZina%n8fzPAy_uCBH1y@lAQ ztlb1hdrdgD zYWBmthrr1{nwjw9Mj{9IepM`cHhPC#_6=GDuOA$KBm|_}c2oUV`L^}=GGHV*c(m4w~r zz`m1Fcj#8sux0-aJL+oz*mP@hOyB1Mj;PjhGFWy3^`APj$v~l6 zy(m$~g1O&mXO5-R!J?KwTvC$9RlkU!8I=fFq|@}ZQ7XmxcC(dSvsRq__E1kPU;;Pn z*d6U0c(BcPQ1avLiEZw*&otP}L!^0hL1A(LNBrF<2KdylXp8u?`{fN>x>M`&Ron)~G#eC@`&V$V@5_I;zez(^Z(UCQ zTTL7|amw}7pG=(C%Ich%w}d*+q+_op4Iq8bVBqUE3iKVZHDSfK*#66iU}h;aZI{_ASUXbiH$A)!TlNksyn0K- z-~Sq_E`8eebC*DC={tb4@SSmQo&u2HjqLF9R{_u3nxB*2ov<#(6Io^82IF@_mG+tP zVt*I$_3vaI7>?du;B$5gM!h#||5_&ED)DaT+YARB<6nx14o^aI^v2n<8Cx(hzi(fB zRxyE=GxzG(A}LskQs}uSvLAXs)AfdyRuHHnC996AFTlDwulqAjJ6zSEVsM$b4sE^t zeERVPu&iiryOS6Low_q(7j4IIO$?OjC7ofKX2q#Jgp3QCJeK0JTu46E-d|)e25}$B zBb!Hsak4Z?^-scYm~&Uu^^PMI8w!hb5t zC$7rM<;<5`3z5gZ@@<2QMHn$ zOGr`gQ{}zlh5uw^IsT?)ge-g(2-8!KDD;y)rQZL)f^Ac!F z?pJda9tX5_myTIchWVOz^djoju*CX0j86V3QcMq=cc_TQIp^Ch>Dd>dkOa$r$M0_%T1Uk~zI#hJ2KiFf->;Q0N2Jd3mP&})*g=veNBg9-C}i&il>o@ibB z`$H)%$sJI3>zl!bpDMGn%)7CraaFX%wG8`T4qU0)+6_y!nU#HF!SL@En*wQLFD^DN zR{7($E_odOb=>(ObV&0kaOA2W@j~OwyNWm1cS`ZJR&xzbhDm;+2%N2kKc{(xI&ZMiRsKf=j7k6&R456oKjinFRwLHT7d*Yeo{ z=&s}pH87ON<)|H_){O69CM!($edY+ZoNGC#B^wVdrLm%8C!|D^jU<&&c|3UmHg!NW*02`1t0xlatmg5X#QMc8^I*X z5WSns1dKLX-Zxh}hSS2|Llnq0;N3L3sN&-ZQ}bTr z`>odxM3{ip)@L(}eF{s{b@fK1SRDM}(Jw6`3LEyF-b+{8Aa&tn9=EzZkneatOK_>d z*=h;vmh^fUdh>Hh;4=@7D~{bGb#;NRblkAI(qc0Zjd^qGseyvBIG;aM^?W!PYpu*nO=m9Q+#}x_ z3CO@1BD*+6GaHL<^X9UM1z@$v`-l#eZ65Xib1u4H07*B?+;Tn7!*FW#k#8zfII2On z)6C;Fkf?_;jrLxIw#?V=;uD@Y>dQK9kL<8sgpDnooUnW~;n}yYd|37G=2Y0y+1By; z21x@oZ2nJgSDwHX9RA6XlcjHgYsW=3;;$sb#EBq&d$X%pS0K9fCMyMIoHrwmExv(a zzO53kdr`Qd!{@TB>jMo9f4=^@p919-(U*&dIG~^BaF($0cHf>$KIw@qgvox1n7>aC zZ1edS>zPz-m=p+*n=?3ueWZIGXp{uok|e<669{wJXO#G8?_)&1y=CFTICe<6e$PAq z2}umvxGR$%)}!g2TJE%A3E_~a)TzTzp!S(-KY0PmOciMrZ|Ora>_Q`Mxd1`K&p?)4crL6ySGljTX1_|LW>l9ay$>o%vEPS82R1o^&5 z%|U6XaO;h`ZMw~kR^M$09QCn?OKn|fzY*k*l0*%6?Sz8phy$&ChhWe^X0e;>1ikt{ zW5T)HfD(Nz*49T3=1L!}iy2tMz^A=*WaU9@stKqT5t+t;6mOMu2`w1qzkW_>@D&y$ z9(~70oll@P;hUv1H-s@-7nP*?n=q7DWR&%&0p{4uE?RoDV`s1YiHfX1XiKw7`|O(m zgQt^s@k(y<|Dm4igu%bCJ}UHQrE~=rTvELwB@Hm@)PYwonpm)H8Z+!K9fNhHz*vhh zBO=w;zYU4r71(K#16#U>aYEd_!6=U%K1ar!dLgNaGghtPef(WO4t#k!s8R_?PDiXK zSr>t1J|{O>bqz=F7?*mNj${AD3jQLpC(LQ2ty&*tgmzaorfK#x z20vxP2sDK)lf_|*k9qM#kTsHO=g${t?t}4L5@LRj*O5#m_^9#G2WTNRMVwSVf+X%k z7i5zBh>RY=51(??VzaETMS<`Fr!3wS|r#HOx-~Vu7;d;$ADb07DD+vMxMIhly`FyZm3>fW_=6;hyzT+~PXNH1THz=1c~U zla;PxPLbjtZ7Bw9C_H{+QE3{>A8tO@r#X!4g8PNc#4I55y9Hl_O9+9%Yh<-_4+G}^ z>i({Gni;3QKE6|I&o}+dinNaE|`-@I06Oq58qHod@ zDg!5rvR|}gkASl7iJd_(sVm?gWZ(|{LeZvDRo`&r3w`AkK}W2qoiXxMXu%@--4P<6 zvtZUda*Ln31)F@NRPBPKasKXE+wRr>fb?6e_Ow+ZjQ%@Od$Qp2|NqBrr<2(t4CRk< ze-N3$G@AKPl~^-q`S0b-JH1itbD>fA==~8(-=}2=S}tIN7ELB|_9RZzSVvmF(#H8$ zs#nes`f$XX%T{Yp8b{anHd%CSL0@s>b~I zgln$Zyox6xu+Puw;NTP|B=b$W?h4z5b61;g8lP*&n%-H7H|jM&>~@vSTAG5HBSXEx zeo;8_jE*n;j2rd~Y2H;d*~Ii63eOG8PT@jk_s@ml(=Zt3tT+5M1qP*`JogW}kUaKDpLR+T z8(tea%Q3DIXon8(+}s}wo0|I-`89d5yVKoUG2ra~zvntUP~QYYX&$5FAOS997^rp6+Wh1I$&2q-OBXY7ldZK*GGY$;W%g-&yc~!_TEb`g z7#~7|`Q&Ns)(rv`OIm`D`wR|VSh2sn@CC@H%(@P$&f>C)MenWiFJYM0J|AV_Iym& z@mW+4?}mxWa#8EA_o3s|?lO8`BOE-fmpGF+0gJ&Zo%-f#Fu5yrL@Ui5`>t)O3#!Z_ z#gI{4H@F#l*B8#5Khq9_`xMh#x29nB1O~5~&%of>(|K0@<4AHpz&xuVfOUWD^CU!` z;;>w_)gGrMXy6TINqnmhHh)$9?h=b(ER8$T3R z+DRq}eDmVmLyQAG<Lw=!#m$%Thc#Q`weHToqx2W=o=#}ADi%7wa|eH`77D_uD4;S>VUJN2?MTtU^Hmv z^n<>|Fh*k=Jy`r0V4~Um8_NzKC~q5=K=QeTjKin)!}_5aVcEaJFqHaHZ+JCk+gm=oUHAHH#TBNwv4hPj`+F5G&^EaotU3kXMpO45*vEruWlxp}MaOa4 zM5%mJv;=1SAMvuVWMFHVcm}`ZS4{R~k4?8HV@=~h`Sy$3oMpc(P?#403uWfIf_uua z+*7t^AEzE3B(B`4q<9eV)F1 zO#)_nc8FaTDubaDc9WjsGcdH;z4Mr8JNEszr;_$353CP*pQit@hI9V!_vCNq>ACnl z-6nfDaAl{byj&4Gv?Vy(N$k6UV=RV$h)n-5_H+s9b4Na|aSwa$xH5-JhFmjl`+A_^ zQ^}LVvotWcD|K(hgEO#fzW(yc>66ga61{AAD+DU*E@l3>fG}|=MCTjQugBoDVmSz49LBZ%nB7 ztt7zEtNX;>07n=M{>M~m6ASapZUG*3|6sjNYx*T4KafZ=7gEc&=iFd1Sc^FTR&Ggj z$8@X1zzxnmC3#2u6Oez-sizWF6plH`F2!NH>8%|{!`h*5mt$d1_T&74J2TcPLqHk%rZmwp1f@+H5wwLuI1_Ziq=mHx29>gOLhQUsLop1nwsJ|$_gejVn|wN6yjNx}j>;Vyl$Hj;j4={#3I zgrS#rKiYHaGW2+;HAelsh%=%zhx*-(u)R&ZEV)YtmtNi-Fxq<=Yt@<(JJwR6M`)MQ zJ~YDFM=n0X`;}p2jCPp)zX41cICozwfge|n`LX75nnTZ^iq}ocW$Y*()a1_J593Go zQU|D+K))ULPxc)zfwa4_@50X$+j{dsHY_>_N6sFW=4lMZLh{TTt<1}?iL>m@9ZE30 zSI0=fM3G1@-gFvd>TzQ93(qkoby!r_yz94FgTrdZ%Zo>MQBhH`Q&DlbLW@aPh3w%< zXrCL;*ij=1Y4Hi{O$xW6dPVvSL)Z`&wQ-ypDT~MYd+}SHuCXxOvUcx=i9e1Tvq$Xk z|AzCIZj37_%wz1xa~73TmM|%0U%1j+iXd0q zRyO=1P=yA!8GK8@e&cC>+ljZ>g`Bd#A8`?>HJTo1ihYN&gIo1?Bn2=v`h{@t87HhS zb=)D;9|g1R>Dsc&hHA!mkWML6p%F2CGkbbIhEfx3@hY4BPK z4v~NH?fz*BzS^Qm(n0P->amhgSGmhrb#+EKF*gQ=iwka_VfYG_dkwa<*ndO)+OY?r z$#CMe~fjL~DTaxffn8u1%*P~Y4USaF-?FqIN0+6cxXAamhLAxK}+E=dtSPbGx z-+iJLCq;CpUN8tlhjY`vlf(CMpszjHl_>->9u3i3N6X=A+KZMm`M0rPU_-U%NC~be z*Y&=r&&0X3gAsk-&H{Nd>{isp44kV;ox9tT1dTM86;~fPKzE?QPX@1RuuQj?F$FTA zM^iqnnd}CXW5?(&VE{DVbD!3gx&uY*KbohE6=B$Hv(bESCq#WodMhm|4;0h%v^M>9 zBt4Mn+H~HD8;N=MD-Ps9ug58I_`VN%U;j>0rap_yQRL}Y<8LADnADT{sLQa#BzZ28 zsS6uJ6tCI#l;N_yn{WN+5U5i)In$u-kCR^cdWyS`Ve=nl8uG72^!f0i%vg;FyZK@- z^8~(u=^N9cUfc~3^|XC?htD7mzFhK~uZhs13^6BJ*(}-^+7$ofr9-NonxY05-=l7xzVM+jLn1hi_cw*~O!Ulj4lB<_kOj!c8I{xHiLuh$@3gJ^nMI%MDQYl4J=pvHxF{Cx z6BPVari|U#@cj3S3qZMWK1|`sU1-klxmTQ73x#iYMxG*`LVK^8A8EUCAV|Z3#LL=& z%WS3}jmPz%!#nJmZlDZ|?8vxsDVG+y$&O3^iO=A_<9m#&N_;T!c>d+R-|95)wJy?z_8^iz_h>I`hZbV0zp~gq?g17uq-ad6TX{myFmK zw-c){ZIi#m9V!STyj<_|=sv>m(+f2^`vY-~<-w)(m?PMFMt`09*$W6>&85-`Qo+eX z*&;V}ISDjb_$=|#Q7A9%uQnPs!*J!RB_BK`u~JKWddR6C$Q%KnyLSn;gkNUfmf4(@M(C4~{S9@#_j;%p3U=1#1+5URCd zeiZvxBP5T>Jwo#Jb5cx%QS3iSr*~3j8OVlWUZ$m$*v!ju!gAvl&Nb(syMF8>R4Wju za#$_!Z#8>5uiO~Mab6pvIa7=jW~qDc^-mC~-1(QAMiKI5o->&w^FRZ)mzYGs10us7 zh5f5CUx8!~4~`fb0V!&2XMl+xkOd+(LwUKe!wg~-A_HM=AC1<$Uo!TzSLi&-ez?8Q zlsfiT9DxdxG5WDzXCdd1B!=i!`}%a4ePvTA`qLb;KF;2m5Yd39wl>Lm*_$}oK*#Z!%?D-%ewMzE z+6`+5-_uIyi^KGepNWNZ@z}po&7C3j8S>@VKJDRo0Q1r*u8bGRSXULL;Jx|@R@W89 zHf_uBFa2bhY=i9f`{FCFKlTksx2vsugpY0eDTk%EY$LY+@W06?UWFtALw%gr1P-JO zmY)9{0R^<5JAC$@gq1VzMLfsPVc#(ZQm%GChHD(xx$?b-NPk`fmwS_N`M&*Q^%Z*j zXxYXsWRVJ#y&t8nw9Nwfj{m;7XD^V<_EmoIgCNX^l*mRgr$Xb;(VjHxS|ZhJW`IIiy}j+P%5HJ z%%nGkNgkeC>`am{F|Wz}>+peX|5xKIymc4ba@O-o%#tBTQGM^TgI{qhJmHnn4g(l5 zE8j!KDGBpJgYSw=)1aE^^SjfYp16?Gli8BB8%O*fRy~}TfeH1CPC#YX`s6Ku>Iy-f!TXaC!0pppX9vEu1PR>iQY5`8$M zLjk6CI#w~?Fvos_vXEmBZz8GwNUcluJT7J4rMr$^So*`{zX}mgn6LWo;O|+5bN0G- z;%NPmM1DhjR#1*b;Z71BZ|rgY?ay-=Y~P{ue5lqI(@mVZAyXJYl*9&m+trb=a4b{$ zZ9)4)53&LbE*UWu!`kZ`RbE=@*e|%MwbLmXDGaF=7kun+=tbLEp`3Uko&Sl-$F3Dv zGXCPG-%~a0Q#S5yS@{fGA3U!-p^5`fx^ohges=sD&E@@ub`GXYlHVU0-}a9sO(kWa z3pmAG%(y!s8X8M|W&bgy<8tM%vu|II<4jpUr$1{3_QtW$=@P1O?ruBlgA3cdqLr7n zxhetu=iA&TZ@q!B&&M8yCLG4L!X%p)hX7~ATr?+^^4Beg!L!}ftT%BAaQ`Kb1GgSluf{0Dpyr9s zo*UZmH%@lgB7FnL*M949e^kMCJ$nbqq;Y6X9V}pAB%%GmZ^4sFX0Yg5+Og{2iNPnO zXJrL;!k|=J-sQz~0`>k^C4BGwam*sCS!nt*&JN7(GW^MjD;$vwQKvs+x4ndp_M$kD z%2aX)D&f%XNbc|}Q-#UWzDrBBoVci>AN*xz6uTeqeri-m4SjcYJ=fSi!s;!$8`F$m z3ADwLA9Y1XV0eE(((bD7kYSK=<<5UcVcvdt^<8&1OuKVXJv8)$g@o+4pBfI~l4Vd7 z9q9>@f5d&M6<30JlAlY=cq}%gj2vcrBLYKAMm)EyQgF_jY$Gn908P8i*NX(2aO#S) z*Kfu#TshIpFCzILlHGLs+69Jjm?~d=ho$Fs9y)wtQO6VJSd)K8F91#_C)yLpQ!pTH zZ+$9!5muufT$DXziBmD{EW67(psp@W`P#q+E_J!RC{yFZ0n2y17o^hQc*6UACG=RJJT-m7TMsrU3}dCK>QI0AzoXQ{+c~K3j}~Qi z5k`Ma*k?R(-`0oNTxkb=^fgVkPp4&oO(pIMc~4pFHRJY1v!_75Cm9T%cEKu>^O0g! zYnWr#525EEr$H?DD^ySA6&h}05%(#{5ztc@68i@7BdF1pz;d%h~ux5WGkeuaS zh8qdsWNN$gxkD5Jy}DYqm9IBU^r>Dpvt)o}8+M(f?~~B}na`}h2B9K!R#I`41GXaj znM>rKK-=%=-kOjrIJD~D&{wU9>tCeF-qkm8(0XJ|lEMsGksEoQz13)aL(MR6>Kcyz zp1JlXHx`P2bGdFU6aR-%eihkp2jy*Cs+`_g1o zDhdmYnQ;*|*I?GhC0DZ94>n_~infHhVfBOg`%ATTFho?>_ zp%+elWFujH@8qMm*Cr9IJksipCF5xS`x)`9CqQA^@b%=qij5MxU3cs+#RbBDx*i%d z&|iv9wnLjZ8p!W7Worce!GCQJ9Gryt(3h5{PDNm~=jmgN?+T$zc4H;}of!<~1UY9% zzQXZOHA_`JmvG@i?}NjBV;#+sca zW$avhIDRWLN9z6)9Nk=v-8z;BZ7vV%WB2RhCzuuLU%NbAlVeD)K+%s5-~`)tp- zFRM3lszUF$&Z`{!gq7}>oHD;m!ThiFSpmVPIQl>%d@yP|PhUS!x^#8-$6^lw`G%o1Vt#Pf8{%9GG|n&h1R$Oh+rYECq_$`Pq{^X=KY zY73NGFI_!U=wXB}#89W@1Z+?xlo!RT!oc~G&;=O4h1Jt+KCw@6SWx)%-N$t>?;|!# zc07hlyvx^*K3>5&kNf+h!4dFL;(5lD4@hD^Yq&1o2C@5}X>xuSf_00bFKZ@N&}mH; zGR-T*(V)YwO!5^_RI936e)uiUGz-o|$+*JEVF$PW-=i@0tyrMuav+ZXy~xSs%8xS! z_iufZWQ74k^j3}+7mb}@aQ+aj5Ti5HI}Cv9fFSN_^%zaL})+SO{FyZ z5{o_BjUw)~K^w87O=lN3P@XABGE(h@UIU`pl(rX=Ztu1+YKg{$%KS%9Z6jg$W*$Xw zWfS^e9NBv_k_4N#o$mz6^uX+{b7IqS?$Bk=Reywa9OtV3#A^gTL`vwc6qbx00!_Fq zUp-Y6G}<5Ql5$kVk=_k%QVIo#QG7E^MdC2{S8=P-?g~uOa0GhKe1*|7{=1HIoy7^N z&bV?7H6XpW%2ZDugErwE#YK%3Fd)(WWA#;>Gs8H&Rs@5A&9;!4;a#`Wh#kSMN5N~8%gTH|b~+Q_jL zBDPnT7R{Qmu;TEquvE|dW*8p7wR6g91iHNg>bQ7b!}NZJ zS|4|Wnh^U#QNllP;Mb9$ykDF^5$!#CH`ta)rR6NaLF~fi=8MG|+Oj~QwY@HIBnk^Z zr`QP(ZsJ`2Z;S3Lt}v72npH5cgbN#Zz|vJ1#zT4{_{$rh`{V*+)bR$)dRZ^z@x2jB zMCea-Y#I`1AC3ghv&O)j!sUx`FTydZ;-!bEM-+~JUM}gl5efqvvRos}L6~uKRX31F z85XYGG_@CygsC!~W6ucuFzYql$!m53#@9YfoYjhiWw}}X>6FhzIt96^X_=2OEwX;4 zJYEpj&@J`X#XC4>%6e5Xp#e6GKi`Pk2*Jt8jisoeEnHFw4^pb`!b$5#rYB-DFxH{{ zd79HhXf{Y)95p-v!{@T{wTp_O>*jQY-_gg|e~*4^nMMGnIOkq+fAqxFJ6x3}cp4k{ zznj=ayvB*sQtCz$u`pz~>7NxPiH*9?Y%R-TaqCgx59_=@3l}$4t0^ zwBymupBRD*L1XXSo-M(=atpf%LnTb@xWZ}N<$$xE2})rqSAcwBLGiqf9X6KlkMdTO zLK0`d{&$)uppVQhqPd&_4Zl-iA_&oIm7YuY?|7KEp66#6sey@*h^Z0asUHNB5ESxX<6@Bds z%)2fIyBql8NM~Q?)=?i^VvUg>I_C^iVXus~ZnxmP#=yKgdmQ9mfBN6WZz{N2=l1Kr zCRs>3`uospg^MuXS9SiWU?om?)KA3rr31O|i@D>#3+OvBO4{Ac%_>*_V=vhkUn7@I;eNx(Ww@fbG0rBl&Qp2Y=*%Gt$r()9%lCq8AoA>HfK!ltPy2i21v{>(G|e7G@x6 z2n`dt_uh?o;}{K>=T%}OroYdl36$c+@r-Ve(P7 zeh@mRx{m8nJHxE3cVu0}%67k>hYK9of&Cdz`)WVxVvDxj$Uyu<>>IN@vn#X%NW7Pn z6a~|8yzX#z;4MvDf-frtg z@Fo|(Jxska6L-C{&3#8CttWf(aHQmn(qe=wBznX?`JLhfL-(Br-*4O?QmblPWZ_9z zc;|BRK~M&`@PB6i`j;BNQ#_7-lj^_;n*RivQjM{Fqdi!=vK+P;_pf)wvB6O2z>m8% z-Z<5}>rJNee(3D?pS*Fm9R_w>9MI<%+|K`t+EhhXVN1HKTKlvul-dcY`%uK8bSBF1 zqqrds%tb0ivsL4U`?rv)9riH#a_i;0xgi+c8A8bA{D%|whg~08-M}82^{4T{r*N2u zm{`Xd2vcSU^ktP_5vbGd=GFgwhm9r{d~Ce#IQ%`Q?6cQPtk^}kpi;Yz<=213Ul_ds zK@ReIKKutUd-Dv_4FoD7wB@IvQaeim))f znqOa`V=r}py382NzjUZ~8TEsyuDshScRQf$M(fPjPzE$R9_6{k@)di-7&X#W3Si=u zYt^A$cOaTDt`PmH9mYj$7NP9@wl93oW3cMLQJISqMZai~)Ij?ChU)>$RRxm-jc)^K z{tW+Wk1J07l)rY#h6`q;Wc#x$5^yvuxWN7JJ!~Bo45PldfJMj0iy~^+VO?nW3FCY< zPVX#x)8|Ilj9o3Q;rGu|V-{Iv zD9e!!2iZ^e%4Qr#vcX?>a}674q&q7-883`!NqTqkX%FC}|2qrBYS3$xA0#S3!R`SbFQs@cgQuI3#Wj1?|4p#*#MBaY3t$?YM{4kc}VU%8@3#~KBI&` za6XCp*5A)BaUqF?c_|_ux_OozPq;Tgr+HAMo9R0ADy%hMEslq!8+I?|Wj!(Ht-<1h z$VqG++@laz5eVacaeY$1_#wJN$xhMpGsKi_tf!3R!8he6M;x8mwDjn5pgrb}n|dm({)M%( zcLqIJmfor^FNy<3qqeF z=}d2*lI`BEcjCKDC0%d0hkPo z-YO>F!ik-nZi4SbanAL>$H&u_iBvM{^+CszF#VP)%RAB-%&hnQz7~^?jf;HG+OE66 z_`UW1BZ*W*D&x1233tYEyy$%s@pl83?#oMd)TDxXrHqlsGKCmpeXi!6r}Q>|8R_Ur zO<)1@iJqn7Rk(B{f0w>h0R*wcl=;?AV}~0hCzCIYNOk^4N&mTR{&;m`PxmYhw!GU@ z`uNQQ?6_==2i5<;;#}>7o0AX@)%Bhcl9k5tTL+tB^Q*9DNF(`gGXdt9f1a|ariO(K zoyIedkHMDgO}#sV`*HMc+W1h^ZsWI z7%pCjYuiow1eI4G%f#I~3G=fm($PU=Txu3}KiGc?+XHr7x$)H!Ha+6MJP8%TqV((Z ze#id;+1E_IylD+OsB83SA5n1Jm342+e?^dTcIU{aAb+f-u?Zyo8X{6(_DK%VG{Odv zU#W3v`nde}-s4|WJurHG_J01SHXIR1P@DDLNu<*C{mphl40{fme|mJV6o(5FR|O1$ zaH+&dt{~JA$KLMUeU_ICDT?Qc>LQhK%uu!XpmH^iJpIac(bN!=)tg-heU8J}T7E(D z>rxmx;LKay?~9Y^tftZdx&P;|?hh*?xL|f5^xb1lSUn?VTS#EVYO;p&g6tmbBK=aM z|M?W=_Y|?U-;K!iYd>X9YE!4Mmg zg_DT8+i^UH_v}mgMqFg%yF?@Q7kl(x$Z_8H!^J;A1YXypxZJaL`Af7&S!AAiHba8 z_4EJd4LtF7KhBHPpYKt>ie%4(eXl;LLaTmG_kV6*x95eU;poF#*dM`P5nZf<we(|lXXm)*|s9fTol=uyy52e3-b$0}c znr!wTb{FWCyxG^V%NZv4wH|WpzmIi~qB0156EOCMJ>s?HUzlptSFQxeAhsF7$Kv~kM$)5lHoS2+A^mQ*9Kj9t|ag-4{QapA9b zf2bS}&Xbjsu3WOfrl*G*sD}eE+G(1(=f^Q@?Tk}<b5TJu1pM9f|XBSp8wmfQ`bWZt#i#Y z7(%N%WB>oWKuf7E;I2A0o(q;Mcdfzphx3-IF}rb^V!J7Q=s1i9YJ9p>BMzfNtY*{I z?(i>Yh_Y)j3a2COznmBTfZgAR5B+@b7;;A*_|flS#5(h$W>a<#?6d=~A2G?$U6Jaw zeqIDKqk@QSjdsvY_4{ema04_Ou|9G;TZd$}a&-Hx1Nr)A$1MhR2-Iy?S$7;>hWew$ zF$2nTIC<2vC}!_(n0_;xk|n_k4VQ*9d4+9pl#jsUsx||Y(l?GzUkZfjk{Cxv)jAxE z7Fgi0TEi)Mxhb2q8Egx6aVT!>h61bMiMsoUojblU(Q)TM^G%-zPSF`SrErY(;GYz1 zIihTCro03D>c3mPDy@e(t*F0wa-PtCW9mE2ZAIv_K3H&_DGeqP>-OzGF#$nn*L8JW z6l&!ZZv9R94a3}p1)WO&iwjs_DlL}3b(pASoYVO_!%BN5qS$^R~ z*FFqA*~(2cxi&!7dz!lF;|Oi*`bY2G&x1C(%+K|8-mu8?l+Zrc4+C#jdO!L{;-phz zU4L^EY@Bg_aw#hbTh0cop33@*6IWAH%sI!Pz0kVWo;3^C@4Xu=QZR(BZ#%Ah^?wKP zjwb^x#NA=?v)700!~|RjGvDLu{1lch3A`cD5O7`G$b7}RZ40IoTeUngOg(SC3@raGgZM`Z` zX6@m?Z_iiDmqNF5X3JdK46zee=Bx%sifXXuUeJHitskJi{!l?&5e8yyyTg~^cb5i?_?dfxlc(dQM|dzRq(Z!-wu_KK-IG`oh& zpWmnc*MAEKj=VHKb9D?hE}w2{ZN7=UdtOQ=<;Fq^A(}ri;U1Pfzo(`t{}1bbDIHpI zQYO-}C2Eg0Z$JN&)0GrWIUKr_aksNh1ZM0s;xr7iD?->nnEF{h~SiAg&LePnseVO;KBacuSE{l z?~z>AX#6E68YkTw53zVEK=n38we3F$%c8ah!QtYmLV-|2N7o2JIgiR z{DVd=nTJy^f53F4UTa6X0uYanRC4O*zyh;I+G{t&wLB-j8zQ;TA@=rj^wTDsdtM$T zyHJE=o0#Ccmy_}P`irVB{coX7Hr2&kS``{y)_Lsv=y3Y|$rbsuZ9e7{=q#FC#9{9X z9-l;rFzjJbZug)IrjGx-#Ame(bDxARl*Msdo*xxO>I<;){r<7KcVDn^b0jG4I5W2F-#NcKw+uF3sdci{ z20(VwQp?ra5uEGhYJNYw0E_gmlisgifr5$$`ik2+IG1PqeXsEWoca>v!*^T`i1+W` zvN|jSjk`{IiGR2TLq;ZF?{C+wYi^g>q3Y*2<`;J5lGPHB$^35R@(;1IWB*Hu#Y0dK zZ$W(Mk&9Jq^u^S@@vxk^&1MV zYUunOiGZ4BLkRzfRy6#I84jJjVOg%Np^`eKVh?Dr_Uk#x=tG7_3k z9TAL0(gg+6PhRvmsI*^0x4Z=gT&{GrJd}l$h;gs>{R7yN`QuyL?qyiH_D^utVE`JO zg8#7U5TW1agZahZNd&r9qOtmfgpiF3XG1|JuRs&G2)aKF!6)>KTbW-!aA~cmpRoGyT_@_XBBJ@2~8) zJRH~bYf=5T26avk#h3gp;i}v%l2(u}zE?Gl4UT*XtwX_29Ty+Mz%H|g5-S!+4lwL5 zjBJ68T>HHJH4;#FLG@#qx(Ut~v4tm^sltK^+xS&NH-Xyg%$;BkXP9ogaks5ZmPmcY zmZe7A4d-O5)@jQ)pv=4Q-6>lRn0Na{&uedubMMP2`6VZC3tJZS48Ehs_-EfL?MWOI zYdcZks)Xo8HzX3d50@n6qx+bDW3%SOB}b1O=!ukv%Q1+fYi25AOExgj5y0?ZY>Yr( z#cV}oNWsCI8{caGYC`xRNOz_Vv5q-1sY&$H~gDM0MKkeo;O)ivAa0 zzC#4MhmO>LqrL?lTenOu1Y5u+QCKi`Py$A`WGMwFkK*W@-F>@{@zCG#Fq${k7D?4P ze1)}-Vcv9)h}@t1xHS8HA35L}w2{@h=i@AKQl;fCL)sY_)BRI@Z)gliN&N<~M^$h^ z{+_uI-Bnm5o}`Mt&;{LVRUARno=~!$t9kKFFx0oXq|r+5#xbINikQ|t9HgE8|!X}QjK)zDuc4j?#yU%NZvbnyPHIvNwYmPnVR}hb5=>fq&=jLqlARAPh2r1(5IX|UNxWq7m=`Ka_JDHyZNNndWz!kK`H8$KOxvfI2!(7yB>p! z)XiUp{b2Bu%4LZO7iSg1{NSt~uwW_!U?Vq%sjO+Tr$^qkH-kLZZ zt-rj!a8@12mtUx#8Rcp)q4LyP|4WrMj?chcwab}l}q^^HFK4S`C}P>OB38~TWMcis50ij#l- zh=04R1FOte&)e}*UsqBANh6hhD0`Ot-Y`n4A~@5*}plZ&d!BR=I*C%wuK9G$<%XI#9!rPkQR|B>KfCyj$z^oDj- z4`A%9&u5abt&(!v`_Do5HD`=Bu1(Ai+dS;X%EQ<8 z1rZu?_=Ek4U411m{pZHTof82BDp)^uTC54WeA?Rmq@EI~txfF?WT_$ftE)vvl@oM7 z`V~aW(Tn4W4;>8Iionz8=KY1~RirqoT+NK~AyD0KYt5z~!NdTuOZ)ycK~b=O$uZ?+ z$fcKNw%rwjTW+Q}0Ue z$N%6&oXU8Vk9JZZt!E4(xBdOyHOjIp)$YZDwd$j7g=7qM>O zbL=%18YHvpbG-Y+12g$SGmX7EFh$}zT>M=g%fH*Yv3gR&>N@+3#J>&oloz2|e82-{Ea2 zF6&5dWe*!+u|qqj+uAZN=%@}tc?5PAq+YigCqQqFc<`Ic7h%S2Vz7=!m_V&+R2mdu zh0D$SW4&AUU^QK2aFWph+I?Q8GLm+{Q2sA-1E&j^7HPc|F(e3NyRp>!q(boS88RG* zyA9*N54!S&heLbSOu^!X<2W?c^?AbZ98#us=!X=Z#EIZWBgNOzI83jS+#itxjf*=6 zW(m3k`pj#31$Sp~VDaN>U(IVA|2|oplTCpEvAx+|x0##md?yXQ?C{k@IA}BiIl#T7{p^%d}GCus{)29RYuXJ*~>wq=%?5GpF z#1~BF{X(>%FhwM~{5ICcl!4pJCn`_E>W|;`=A!$d=I6ge&^3m|WA%3Lc&=^p zz1Z1s{}8Nt(b=;e|Vd(82-R@y&1cG3iHsUQ*~hC^cS4GR5fDPw-eLj zPZ)-Elb|R4a%2~c6AVi^=dWMc&Vip@&r3~}|Np#XNrNb2tJ}n_9nDlQ`Xr$1Vs$i; z=5TAi1H)S+y6@n8|CkP1uc|d1IOYPCcJ}WNivGcd%MSv*n@?cT%g(vOC9k1Np7wfH zLo^I&DCY3(4kyw?%jGQB1Y_ox)MnPhLs&+8c|3>83L0stYRAliu%9nC{=JqV4*5!+ z_{A@btrt1?_GQRm3;7o*)b1ZteC1jbUkbsFqm$YU`QkVNdPKe>hj1|5r@_ad1=o4! zE=2E$fYCr5+rrvN^x84P`k9*nTTDD&hgFhs@O3@!n8_y?O`3JJ8mhw5nrpvC95S%Y zPLpR(oiuc7NBi0u&mc+s%{)VwFxDD#6}GLXW3S>u)y>xT;9j@$bYuAjEaX0sEoigH zzS5{jmHRQ!y5S`Fr2Q2}*l5GWcTCt(396^G4N65>hkA3)c%yQInOB($S^jmsz5 zVukj1^)zD=#J+ct6@2TT0ePgP05&_)t{*HQzH zk`q*Hp1lJ9tIxRC-uuB{qMWIZ`Y9+dQH#0T_yAXJUQ7#-60y^2zrqO*_v-TM-MEvNZN!=mmx{TPG(x>Bs4Cy(QiDxhjnjC zF4;ElVc#oNC+iO^IQ(@!U$!}hUm(lhQIu(;$jsAIUDGjAC5QXTvRlk0L={plpmGjtd18#9CztrPo9 z?<7G-S1{}DN7hId8ZN39zXc@>n*FaTx}a%?lZx5X??ASp9ggNWf|H$DoD_c{92$sH zuRT7A+1}2!D_Z-Zwoa`vej*B+CwShjS-*tM+XQfegBz%{aU*1qkGl+EVlLF(3MjU zCEc+w$L26`_Ao3Sc&fp-cZ5j2xtHtU-CwXkwQk^4V*q86`rkhIAA^QdnGfZRMPQD2 ztpC-X=R~^Qs;86=uEAWXrbk-a27wxs<(>s!!=ApF)W%1eFs7&I-*0*p=Wh8Qx7=5Y z#Jm?dOfp?aZZ`{8Y7K^wD`eug>;ha4J1f8;>x6SOTr9$??{GLZ-Bo;R9jYrr26spr zW8ad|m)l2P!l+`@0k$Vq+j*EF+Gp`1R4o0GxgPcjomS2lC>Y*=SPq*uH-|WA^$(A! zRSm_Sv}+NX?;LPJ+S~k;?`LdlWT-v1;D_UBtmZde_hFmGoqJsDWw<;q8A%9oCD1#Z zdw5&cZae2_l{_C?fVG_St(K%<0@dL1hi<+Yn6ZNT{FMhVpS5UGEm#lzM%wrP)l}jV z)3SMtw=7`?FXMM7fos^{Y{~p(^b#%zp9$M#K*sULnA5Runy`*J)L>$K2aKJ&`i8S( z8c1&q*Vo%-2vh==FR8=qvD;~nY2CRBY-r~C^is75ySoCJreA;f~fYxbTIr;5n z+v*IAhB2E4RL~Kr%MRPzXZ!^NXZ1J2$fDSCr&goQlMG{FEyAZGM{y+~=2%{*2u5UN znH;WC!in&6l~aR?7^ZW)E$*cX_T1}SJ*ROP$Gu`)uY`ER8p>Z%cK&ZW=Q>*)FujPg z?IKBWbhS`qNyWKa_cD$>VAUR5A>zon^Z%?gsbE6JXY4VkLC%}?-1eaBF!Ax>**#Yi zaD_&v?`}{F5SP=>Nx$!e#{8P^mPh4aCPz3?P%sgjo3iB=ITUg9)t`&fEpKtwci^9| zehKtDDBsp#e~29yHHHEsd4YIr|3tIX|9?kx-BnxN8=A{wcj*kj#|7Oz=@;0BvEQO# zD=&`<3IjFwDj!~gQJKsOI}HKqcz$)CQIW&t2)Qj`6o9#St`_NadLXHC?23e!ZMPk;jqiFJy`SWuua z#OO^y&P{CMobE5w`T=#CotOND41qj!uVi<-%sVX_I|7x@PL+z~ zOu=aPsOMI{1+3ZfDloE?L+9~^h|sDYY_~}E`$f=4(#P)6++=2$b)5>7x2#6;oA4n6 z?boo*@oZn-i8La0OJ-19sRDF;cyj1TB@>R@>wsIm5{~;gha6A&f+MAr{($rH(6cnv zp?vu@EVG(5TJ{HG()ws|#I0d$_;6Ec@8B0~OHdMf*m4ABzK)$^DSHkiYo@FJyoaIn zl8q>B?s=S3-D4`Xun(s0OCMoMP{9fZ9nop8*GS23q;vfF2c7ODn($OsKqI&MWeuuS zFs`9`s+^?`eG=G~>i?Zc{kfP;(EU3uUcQl(VyX{WBS})9_N&39n89@4`W>9MFcoy$ z&4WYVTSI96e1JwA8`_~O2fn4hUoU*S2c3})1M3$+p4}D=)e__PAsdsN=OZ zZN7IvmH(|B`|K{Dw*}pI<)2B=9<6*N^L9Jboe;kvnC%TC4hrP9lZmkTXhq)5T!2V@ z_uTT6Q#Wuy_VbzNTOv?bUGnONdJ9Zwh}}Fr@f9X3oN7YfD?&o^`I{dgZH>IiK| zJYsS1W1p+hLm8}n#<&(3@&?NI<;`?=a^cuzyT010ZC#E~Q8BXY!_^&}D$>m+(B&$t zK5Ui^$)gjSjhb<=a`ueyH|9TB@UPZ9TbT$GpN!#DRUpiM*n9nAn>b7aYL+>2>cEoT zZ=24^ESP^Ay8fF-0jrpvKZ(fO<}-);V#6F6FqmU>P(c49R>jFx#T%*M?5?2y0)L*x zdD-LH;l%`4>sc;7wZx4Z2Ru%CZskCA!xv%g$A;M7#yhr)sT2L!w2o_54&mr-nTxlW znK5>855wN27cg+^*snc**0F2OQtC(y1GFwTjhwsQf+Q>UC1w_RY<&74#Z1!}3vG?e ztnTc^MW+WouU`q{y#JGs4}bWvUyfE<^3r)6XRlrk&#uA3W#@3yXH7V_An`s&n+--X z$FI_#_JD@#q#HX;lVPEYKn&+^0n4t;pJjC@^%n76KuV828*dp6k4Oogye)iUp50+G<=?}Xl zg5x8z(Dk$soT~7-=3zVzx#l@DC6@F5zb{l*AUg{N7W8C|CvU^TTxnkB$B#JX@ZhzB z>`9nt?@`*Cevb{-#C+v_Q{cz67-B=i3Cmm7yjDlI{q~xNp6>ViuxxqynEmz~w}rmm zmn=Sx3;)%&`=9r~nZoPz^s>x2YkK$5Mrat8hsucOS_wnb_^$gIn;5G^79KL#R+L^U^5Y0+O5eA18_%L{deui!EEiwEU_DY1bh1a_5{_ieiJ7 zgz~-Lcf5h&C{gE5?$0nYe896v^ajo|6^y;3qCksFrqccrDO_;7|0ad>XgfdA)tzrL z#>KBPr#bE}W1{K9)hbse9I~|Gq59IB()|cB`ZQ@9lL6OQ+Rb^oAAYkwmxpY9QS@T48JR3jiJp#sGAUyjTB#`h}Pg__^T;}XD&$D>B6(G@B&l? z#EsW19Dy&ta~OZOj>7U@NA?!ab|Tfu&+@MBrm!xjC&RbvE7q0&lUYrk$AA2lji+MY zL*Hi>TRyRu1ZoBkO0!TZHs+1EetGg8>#xV|m*@XUpzpj`Y;M|!KU@#LO|E>4eUq#0 ztqzO?s>$o!8>b)O^u!UDlQ-0fv^}qCYw;2cBx5{%78ik5)cc^_O9mLQNi*NAww?D& z-&&4-u7lXCpLc10`3-G0dJBxZF2KJnv59@6=lH2ht6|B9;H|X{zBjx(Ys{^dpu;KvSj>n`E1gac@?Wl<;jQkdg z<;(a26hD0z312nrS`FJxpsK*xPOCGWCkG%>Vk`1xCl`S#s$BT`O#Ak_m033D0Xsh4 z+{5Ye7Z(WJj-|ux*x{Mj{Jrcvw9h`Gwa+C%Ax|l%aa z|F4|{O#xJ0u1-3{xf8Rq7|j^@%weQ!oaWSrXq+4p&vcBMhLVe3f5XoULUZMD)7ICF zIIbnT=i7m0Xma9h5-nT7$R7dv&gn$#N@&Vkpi+P}tCfSgUIkFM^1g;c%oPV3MRva1 z*NTO_`)!zSd`F6)>xT!wq@bga0VLJHc zx0w(ftaCOsUU)eN)d#=1KQ|P@3Gw5?2bkwz&>-v;gMA|`{Cz|HnKlR4%>?K7Pt)O? zRxXL>h5@V`@8>(?&W0pbqx&Vx6zqTJxsbVA8@shA^!nN*FdRHjDPzyWm6F7wGKCTR z_rr=`o8>eXB{d&7Jwgr3)+)TC9$#REwXMt~X%Whlq_r3%$T&cAa3f<=m`LSwL0`Xb z0>?kx*kygN7Mr;0X`S-#!bX9CppwNm==ichy>ajaf$oJwn^@l$jA7xDk;x}Q0l(tg zcP|MLZM{hz&E1F126Vy>s@}Nr%;kEsz(<%}{A7kb9oYT-&POYPevZ5U0%)Vshi`vU*le#zqBwM*EYkk44878 zMOR5%8tZT-&QZ()CgOXoQwZN$?w%d66qs6`^v#h#dvGIwLhQwHD}s-knKER_ zpUopD=EJC*nMm35J&1SU-OFRjI9u?fpGKF0WR;|#2kzUCJHjhX-ss?bY@%N8YlNhw zNQ_O1g!M5RrYGV?PW(s3%CDc~SbdHfg;rEucXML~M42rVFyyl(}vI79faXM*<2 z2H3y%vYw`RAS|6V_#T`g3DafVcj-oFG5gzIy4~x-I9YQjy72ZlDDKUYJ*rEB(N-$0 zy?LjB!ojmYu3HK^QYqI;q|ITD*Kj$DCmGgzKMo{N(L%-L6AHgW9btCkg586bYeYIx za%wmIahT1|{C0V50Lxu;pFX+q3>u8y1UzVPz@?-A(L42hfdM}3k+NdP#xwtZ5qAf} z665zr8zavlI!!#b<1!l#s+o!oO3gz>s5)EMPHLRI6j;uex)bMwD5q%(F2jiDYgbjK zmspV(dZYG0?RJhXxL}_p4?ky%U+g2OV!M!po%R3$y7#N;@E^6nQPHouJ9cN_;^Z2W zld>&jwR+caU8TcW2Rh=tJV6*wR2Ex)b_f#tas@e5H(>mu^oOpem#}>%Q0i==B#`%i zynJc>JI??8_gPK&5cZSmLRHUdV=HItvwIi5;MiMjz7?lPNI$Du#dWm;`=n3N{m1DK z;|%LGCu!4Q$XskCKJhH{dDMOWv5O9u&z3g~${9nd;kS(YSPvV+`>v`!t zb=aVkQg4!zF>|!N`^XGE*B%et|it6T>e?DaB78fAFQ5BdMZ5;Ih6;q0q0{?7wLI3(HM%fFn;2NCnlGIbPD?f<(nK;lex&rknHn#oob++7NQr z+Ar|PrlrlLlZN!&zD2#G(U4+SCPave!=>K4|4BI%!}!zd$HfRYus@^qKwvWghAKl= z=MIJ;x#V2Kd9hwt2#;+D)Omv|FTGAVs|rES`o4>$1MEObAsP1mxsE-1mYDr+?!|_< zlH2sXNm#Y({7HsXA)ITBXmZM&B2bs-kIIWQ!TJohzOM_y;Az9xe+s9u=dZ`HK=U44 zG&L&fRWgQ7vG}K&*Ct@`^)t$=que;?f2F)sl7gdQ-+t=BPi!Xr_{=%)j2-cBt2Ymh zLHDbk9TYbe7^goa&r31Je*TrlnI>u&QLwI!c(sA;?<>^Po0(vBBIEVZe>Y%>PMo{U>R+Jtusxf3O-|gSq*Eqq}1gw)M7+ zd>|+d*3Ldr&i}ZHMbFIRDXN!Ysodhmx!DuYZ~t<3K_w1q-m*OsJXehK51iG~EpEcl z&L~!U`~n@zJ#be^7{=dJ=0>VDU|#rrQ>Zh`1cg&E0N_+jSaNlp2_xX~yE%#ixzYYl7HKeIVPDd3tmIJ1fc>d!TVXgzS? zVYN#8rMH-SPNrPSnj5!h^fq)RF5;}XJa;rpB5qh|S1G*?goK&URkl+(uqZnBX!PAh zFpLq2xpG7p$9_Eh96V@*qd`v2UcE~gyx!L`^zsh2h)oTC*hvp7EM3v}7#Fd%$=Zrb zO_MTysDr!4xIVe zcuXN17YR~FE}z@h!ND{UdvRBoi+>c{DYng5L7nlcN{rYTQmSyHwHhj>&iJ3Zu&pmY z3)oma}LU+cOIqeP?9PJbMb*m!)2W@wGdU^Ch`HLfgw_m@8 z6I~1y6?y|?9XT{y{ zVfn)CUqaF_d5^Za#o;hcb8-0xL>NFxYEpbOJC59uDK0j2Zu_`=O$XnjkMoi zb*>N=+><)AJ{}@csb;5YB?m%#=((uBwq=lUVCb+84?iwinBNVg{))AC_uBl>C&5Zm z9@p3YY;2}5%UFuV;BwY?ZMV76j524Yhlz(-m z13Gl9igFU)LR_qi6YGU3T#q}}7H=$$1%fSV>y+Ivt@1u6{DlB+{JpEN+2jqKM^lz1 zp6$op5+#Yuqux-BMh_~Fw_xw3XY@U}UId!L2svtF61LFKdslg>mhG(ERMMW@dJQ*fDD_fHiDy13JC01HGb+IMA zDVsC)6cln6MN|{%pfJXbw@~Rfb}+c8U_>)ipW-can(dIL+j~}UZ?6Kbdx&Zjju>M5 zTbY9qY)xCfa^Qg0-K}15zq#1v!HPM<;gzTNwMo;Oa=v)N^#f|TM1?{~9zf<6DDac-uX&$DBIRWbr^MTK>$>Horsqrh=uFyhhAe+N~NmDO< z9@}7#aqI2;DJ`5e(|06XHGno*&%PEhC+y~yawf_}Y;l+O#vckNHu{v$RLot(w!j+? z?)>?L8=rDj-X7fvrT(@-*_|cWUJ{-*bD|JdgFb0YiGM@lgGh(ndq%J<=huH<`(ESV zv-$XdAGtsd7kk?n{1$rivVXd4@!}Bg-Ta*3caVMdPxEGO8f5J}b3OVD35rf+2`ODP z0qQMF5via)SV&ry@%sD`$!by=T;J4Tk~f@8@vI@xbT7W7H4r2)%;uk3Uw(=Ot9(5j zXD&dNTvbiw^|L^vi~RXptQs0ZrM@ZoXKZnR=iJWM!?@^fdvlw&I4o}lj`n;XgsCuZ zU1F;~EbQ#H$mytsR2mPZpIUS0+5iXpKt2RkF|H+cvYY9g7J8gtJ<=@ zG=td#zu=v=I2kjdDm1)xexlg&gufrhM$Z)_S14gXCX2v z*eytpeYH`pG<$uva@%wM$bt&aU;NoQ_x&!A#_6=(rC!0mK(pgcM}lF}BT>5ZQMu;1zuy}qskE}t=MD*3~SbE?t0$Nn9_ znFljb%v#rgx_IW}l!i7o2rba!;$@t>u@TDjr5rj>Sw=9mzrf8`0j0IU4`J%ORcP4A zDlBd@3F9@(oDBDeg{nwRlEqgvj%E1Uv14Atszm;GcPP&fs2I5{M z%`BJ_+HO?An26PLGw0>z$k?s;d*83)8n9e@zEOj)j??1TfBV^~W4Z8G_Gf&0Fr#Yq z>DXNssOO0sXCLo_0kMySD-z~7{_5{O`l}{5e6?-w#-nu@o*jp^CzFup+Afh)m<`ij zA=hWW97p0(ZCl?*X53sp&JlX?08)tE@1GIJ1Mibzp>Z}!c~=O`xoh8Y{#*y8Vo&mD7~-+wwS1msxd{;eyY`d& zcLTpw#>)QNzmio@63^6fFmix7kQua;O4mzHR=1!Fs*j; z{fV6wFqqhWrbg-`5_5GNe%iU?ymH6iKj2GXC}tJi81KgEgX#Od0_vb%`J|>o%>oR1 zt;8HZT?J9n!eg%|*m05P5)(P^GEVE#-t*jJfrF(q&NcMA!0U7OU5R6-pr0+pYoVl= zK*w5rRFC^Oj0ls*F4{U`_SrXM@~6cx+d^pX=+k}J#pU$IkKB!o4@ZN2+F5Y^tzJc! z^B``v-WsY9c!Z66BAW^Xgpn|$GA8p@417Pj1}QgRft4tc_uO1pkfOJ`tSPh~h8~(* zTiUongU3G&J#$8&HhJ2#|2+rOToPLD-*3ROun-G16S0USs{TZx1{aO9i5GaDLvxAM z`&QNpSh}q&{>A+e4vlXt?Xn_Zan_6Ox1%FiDH+S_bAJ;DEf_7uccsA8wS|w}8+6#~ z<}kYRfAvr8eGf-g$#_wibu#&HX za*M*iJ_ZJ8Y<*+;kfsABx&3RXvG2i6MWJ`}#5$4!5A3{sK^CW;_x8uSAH(j0>e{#e zB|r^>#n*emTrg0U?Qwd#4~KMI>UQ@H;2?ONYIeE`i)!z>=9T_Izlr&Pc=mZ%jCg!I z{@l1Uo&Cs;r1RA{)-UkxE92$*o@0?vrzW_MDma1zZdW3NRMug6LgYqV<|cGl zc2G0Q0jq@gSCggL&?F-#{Gjm_HXm_1-FlY?HUrhte@p`OpRc+9sF;RE!DlPmInKe@UqXmj=ejhlZtM%uUDsf}BSHC__*7@PMIfsW$bYt3aA<38WQy04o9+sT$r1uqa|eudrByWPP`p&%||#*>hFHi_oYc)sPvX2vm;I`Mo`sP`8$EtD+%;b39}b3uZeQRc8D5 zyZZ&!Uwb-JHuD44xHvh_J@kRq`nz|8C_311D3UpC(-kI|rioIY1&~Vg|Ew{p3L~6f zV!DsjA?3f<74aWmLU~VT<9Bv>X<7rbhYTz8_>b{a-q{LP$XRf(z1&}n^U2#o-o<2N zV_0&>0V!VG(EKV?eJ>C@9~_stK64D#eKMxZ!-}!=7>QE)*$lb^RO`i?mSD+L=!Ua* zD=b);v&HRI#HmS5U6(Bm8+!qRh5zlqxr@6Dou}=vj?=27_!lEis%(DStS^VYKXnS@ z1CUj;^g=QXfH;3F>!`jCHg6Vr z4ZLT=x$ZscfmvM`Kj=f)dB_&Jo_$ZGmOq4Hj-w@%{Vgzc-BE;gNC74)EAAx;+hSkU zL7KcrU5F%Qp#%|mn3JN@P`%I(ejI9P+k!b^KD6Lh82x{^Y|&J)quK(7+?@72DE);s zcY_iqXxa$0XDgGB?kYfvc2Sp7S_ZCU&mMZ;!iP%MCg}8`(RnGJlVs+ z1Qy3QYGwJ-VERRa@8jW@&>!DDrzflmbF-&&e=L2(_Vphu12^&rwCq>H+uolAYW>o| z3iTn37}4oHC`1Dko|EEtU*3bs$h|zOCOeS&>V{{4$88+npL)%4Cj|yc-7O4;-;gr6 zCKY_S4BA`=Uzs=jhIw<*ZS+p7FiFr$ev>DUy>=TM_t+GXG7^v~nS29?y05Zt6W&2n zUEX7E!H+nnrFDwqh!$kg)84SfU}!rp{g85br!;Mu#5>iSE;wUSEVwP^K6b~o@-E-m zhhyP3S#q;)vEbOLe%A*TS1(XG;KX9B}kENSwjCo%i~< zuOGn$@;;sj=2=|Xy^$$X6ae$gyAQm+Vu@{Ym)fdYw&t2VU=l&hf^JRH{N{H}jM${J z7k_LEMe2KY){e5^robPXVik9YxOh|be6~3@R{whQB|ZlVN-ca$f;+Kep1i5Y04o?F{2NgKHK-}5x~Jt;`MW_Km%lno5`$?^xMbHIA~w$p>rJTSjQ z=*YtFEv_=MFTcI&3x$^y{F4JUksMXcZsH~n>5*)ozPJ1!(9vBT4%NuTrFfCTzL)o5 zC_Xpo>s$tyS$N1~vTlPp{o4kaCRbs;=DYZX8bg?p@9BHa{1)e4gia_tBx2#%;CFM$ zT~NMv&ga`MGi-ae)8JXa3z#lban0T+#?cMgWWV6__u`j?%N`!FgF4$DN0|ad`1=$K&i8SPaYflvpxO*e04vJ7IVeW_}LY-_f?D^)O=rFIn!68j~1e)2@s4{!#aPGgs z{JLjbeHUIHd;4Q5Os=r)P2+FDNp1IMpNsl&fN0h-R__Lr>3dY(gu39OiQKW0LJ=5M zJ+YC?&4Cje%BhaNPk?$>$a$M+A&kH7d%%>P2wff*$Das1L=U}MAqVNF(4rAiH4$%# zvFjJfckAYG<(vD=hJFVOJXvKpmZYma;6G%;Hd(?CD1NQK^to_IfgJG{Q1E2G`xZ&0N-t}D=CLPzT zn#6c0;&;5PH$cUP&jhSVOoGAUs^Sla)nUr)^py_7?KqSszfde+i9^oE`wHBea6SSow&SP_b^zQM=_OCZ#;c=;!4k!_kH_lwORz@ z=Vnk>%pO<2YRqvS?uW5|y@_sOHMsQW{^hgbN=WAXOa5K%i=HzbzK!QRVA8^=)pg?% zto;$32o3CI2$An399chL5FNM1CpkE#OSp@!F$?3u&qqAQFm0OYYg|E(e z#S|7UJ)GVxzU5Wa{iEphz46AD2e#duJ!b#I8kdjz7`0h7!0N~K>$FUo(D7pP z>5EHKxGvfdshc?tGseC~YH2<=q^v5V2HZG!(B(uPj7tXJ;`pyAqLY9(jIw!9LLVH3I=Y|xpQ@z82nEZgGn%kYzh+us zJ{S9ktRqWvt+B9zl|l0c56;Hz3uo_2#L1km% zOW1W52G75}_l!N%(B} zALtOhq{b?k08Q3r2OLDMK)$pig?8oxHtT9|&*XdK_`XL%R#ik@IKWe zc;1Cpagh!h)-RZ=amD*MLppXpX`^hrtb&8Y3pbyqd*Sr4&mAmQ%rFpVN@cBa#;%5M zm!vYIa5CP0=y0JhW{#W}vy$mW%9ngPFQ|v5VudenUx(wuBfink;U}QEO*fabYybzo z!K2KGzgV`d{}qD_J5D4gT=UjG0?obq=zLB5kSacGaYJz*Hho^EljPg-truV3k1p5Z zSe7)AU6chzcAv->78Zj@6WTb&wo5p##%%CWcsJIY=Pai*XyO$2-J7$*iZFkJe>MJ5 zC(I8#^X1pt4YMsP2fnTsW4lJUexPM2P^?Ru{wtQlRW1wF-y$Lqb;&18l5YbW-)Lk% zXuOWAilT4L$AmG1SvRGu?;ynJyRx(HmxlGGt7f!q99Z~-I{hJG0%u04q3z{m7;yVq z;6%D9j$Ts}<4~T435&@)G5@|`|7bGjS>H8SbgP<4xGRPkkN$Jm>v0i=6mL`)&)}*UVHXON z%ipr7S+_x|f@<|>TrLt@TqA{_mEagk&p$jFg^L*hUq`oid@gD;%A#gJ&R1~J(ZNYv z@ErQ_>Q^RI7|J}Dc8!Am=iBADo+)ATz01dVx-LOC-LfV9EjBDRbp5oTvo1}S<5^~3 zriOVpZ(EN#`r)Wkf}qq$JNRC)KKuUk1sK~-SO{r90xR)VS?@SyaN=jF4r{p*wrHgv z@C(p{5yi*E*a<3h4u@V*ODE#=-ZbGyo-(j78vSo9>=UdU{9b6=P61b@vagl)Z7}m= zdz6ck01j2$njj@Q!GdNFdxX+KY*P=J94D1;-IquE>TYl%h0W$@p&COJQZgzsZa89--5AFHl7pTBjEQ2(M}$`up!0j*y!g4Y;HPrj*~8c z!2C2T>etb`5WVSpSuw2$+P^b>pr;Xmg{N1)N4LJh&C4Z0+oDIXf08Vx12BiJk z_2e@2e$u#q@60Wn$$BVnZ@YD!v<5C!iW^8g#o-gfrh+X-8ZzIw!f+rlwV3BP`?3 zuvloK>_%EWg840xN+E4C7M9vKAvV8=!1=md#)R5KZW{y>)q8P1*lOSf1qO@je{!-kr~$n zU|u_X)-x^}V-1ZLTcQ?lFuV04)FV(1akE+f9NgNEfMxcIuh=i5|qrugwbhaX(@3cK$RD{F78>H{=Ei`yx%8 zSSL(Gh4Gcd{zj5PPq3%*IiR*TR@bg>gV5t9UyEESp-pGz<1H?0Sh{-7yXK7!c0RS` z{B^(%mJ@f|hTFP9v6F3lyxak7Ec6RKT-^$@m4}@?8h*madO1z=Eoz}g)xf}Io|*G=h`pvR0lXZd?snlAHC#HCDYq||jx z819WgvcYFn)4_K*SZP=rMmmQ>n^m;dLnrW;_1nt;9=sBgp-c;0x zHRG}q6PquQm_kjU1jRtpv2<+%w@M%?9b4S(c@eAi8J(ynyK&*umB@^=n>cxX$Im3? z1JGvVdcVuO8K~C6?I&D`P(zxQIpn$%Nn9UjJ_aPi1nC5O!V!8*`t_8zJ$4q>uAg4# zFT9AE=|#NH>#kw3$>)p%I%CixZ@;_a_#C!$&VIoi#yI0xtMMO63`XJrO+d20v)kGP z6=CxcxnJ?4F?Q0_4!*dq2NYSA$`=FMaW+qEc6a7eSXK)zvYNhxEoSs<*Yx|KrBXta zt62%BPhI&LspAN3#}?XqJf@K9;cO>!n;nb4)*>J5shVCQxG&becU#m#aYPnFwrpN&Iux3=@1jRL4#5^rME zKZawuUslU)ydkMx{%m4oELORjrXM@51poN&!^Xwq(6&aGv2Xdbx&fjNcZKt!)I_I^OE^TG7a_(hpXKiV!-L5g6(HZhM}Y9 ziOR;S1JLi=LOlN<4w}L{Y-n2*aH&s{KFd82X3m$|2i3;HlAJxsU&uy?pZDJUw zBwTuWc^?8<=gpOutq-x1`_^Hr!#iQZ$l3J$F;=98f1p)V-v^7Ac&KwWZ?XE)dwuS` zQ!t`mJkPatJycBewV88;F*UxB^9R~+^v1~WYj00!x>Ii_g?gG`<-{3s(4G6xKE|zh zs9gpM|1P}VkaERI|1-v*l!>Kwdv@Cn3}9+Zebu7oPS{{5Hxt^E2BX@sbVah^NF6+S zsj!V3$gG--w|RzOvS<7CTL&r9G=Gx6e7*h^hbMBz2KEQw!mHrhjFr8Rq!$+|U|-mc@y#!8mn&tt~Dvebg;7iVO3j5j1~U zA@8Bdzw!(_n5UOLqfyX~i-WqX*K5d-ZPhjQ?-myjD=u_-@4dU_cUsG$POQ)p%3!xz z6O3`X1xZ#4$ zm@6q8f5Exfi}~@t7@Q>yzv3%T2GU6fvcoV58pL;I@kwr1!vp#_lw>we%TKN zA^(4G>ffQmHwZK>ZXPsh3P@(&6`$_qk1b!L|9p6r3x!hRAO4edf(}3J0$4w44@t{|JZv8?Ny*`h;Y=Z2viJah!Ce%@8e!#^q&aqROTn zRPL(|yF+M$evSf~Q}@5ax*30-g}E_ISIRr96m}tny|W;R?>yG%jhb{UR%3&q&G*_< zpK#EBG)|H?-o*!}!Q(s}km96IZ#a6!5m7lclB zB;K0D^5CV5=X^b2^!XmD>K$er%F1i&xA_m2^wW1-KX?zjuHVr(Fz=0N=C`b``C7uv zuN6|1(FGW;K2_DQ&Ip^I8r)<)RbyRnpRtUM2o9Ou9F6&63ZvDJl%ikp;BvQFuBP1& zX}X$665Asfpq0^JS3c*~9@-?Q_Ns6JNh~fVa#Ip!XL~Y5I1a(MuHV3y@(5@z$Q-j+ zX~$Wv&GH0~e3<_`VP6nbfb-oml_z!uAh9}XC9iNh^c6d;n>{@YOZ__?Xw02);jhv0 z^n5euFe;JemKlNG*#mp5dVgW_ckkOz78EfosVaVCj2Wm;g;0C+E*2d4zOYfjhDD|f zzl6ubrJ2;PX}6^x0219;w*1%!j20A6t=sa5g@Ye|XzFkiXhQP-J9C&HhwFrL(fkiK z+e$c*w%p=1H5ZM^d(Ie-X_oMgK@pEjYRa(G15 zxsyQu>s$#rF$l^fKkz5JTmT18eJ7J^y149lZ(#1-5m+U9Grk}n#F9tHIPS|!0Pz~5 zbb8S~C}nG3Q!T#(D|%<$FYbB|16Fs;bTn9SIZ^1$hY#5}OL+(4enwEU3Pmb*-;vTc z{^&C+2dvs(GULeR1TwFcl6{N^gkMk7de3YLe?{(AOqBk^dJf6)%oF!;-OW-w?-Cu7 z3NBg)h$~=Qhl!Kq<7r474dW55*$(}$@9XqmcmPebS1b#qGGY11k&JEqZP<6xX2)HZ zQe6L+)ck>=5{J@hE$2RTV#BoS?+0C9VE(bQe(1LhSSt{7J@@23)`lc58r3dzQ2K~?;oXA} z9F1~(_r-GqNio}4k$eN2E|SubX%wf9#kC!5ya21L$C{c1MR4xb9@E1*s#w^6BuL$VVrB*dZsix5-)_$3he)gJraM-)dS;kXk~HZwzLgY_b9q?=VroO z_i%*vQaG+0-bH$8Sq+2Xt0AwmlA*MBx-^?T1PY%$YnJ@035|jYQiE6DK|gK$lEk$v z7&G|6bxB_w*ZME9$WLy0Q*0Br+Qki=)U5LUZ|XgC_X_5F@nzsh;D@fxq+c*p9m_B3 zM-OF(&c0oDWXHaZ+9NWJme79pK&5hKGK{Hg7gHIN#o+invVzthXu1CN+3mb=AZ?l* zX&LW^F=q)M+U`v36Z-X_qVYeNx@ly@YWW<7zo&-%(No6pe{<4*Z#=`rX1>xIo=KQ$ z$SSEaYXV}>W!Z6y4_MotJEt8+-pWahAM-hH(dDh~J^49KoV)Q~q50XRt^7*v`{el@ z233<8KNvT|a`=sls@oCQ<1dY#zAp}=dPPcIW%rS4eUWFGF9bH~Zu~JkK?CcbZ;bC2 zz5&!TgZ0+O6bW=ktSQYdi%>?xJiKq|0d$wH9(>imjDw|LGPQYs;^LjjQLl@xF!WrqJqsbSVE&0oJ>9oZm^F+2W6g zUAOi(L(OmMkI1Z(*i)=N6m*deN6wbN5B})~#SXd5QOCuh_+8w#BS|F?&Kx{6$Wn&= zf?q8@?I+>}+lS4lqza&9y&-U}&8L}r;kqvGlW`Utz8%O4I%(~M2a zdp@v&=~U6PHxIGle1N+0`A4ll+V&_-IkX2_t2u_g+4Li+hgbIQIX75SN>FW|l!PW- zrQEr~t$yV^^mcGP3Wl`v)F?lr!6@w?ur1bN@iNC7o`ibLEd7?@H}n;WF4teZwHb%z zf!kbt&m*x{Ksa%mNFXd#@BCw!x($hQnoc81DlqDp8@akW4CZc~jy+{ui~Z`7S(yr1 z(5S`xP1>al2M?STc<2~~Q=9@<^ZI?Dqg;E}jmG;hl0Ge4UPQv`8@(;M8~M0dd`g#P z${*GWeKLCNufllDi@c8*0%P0;l}RI4kfJFRF_{w%qa%CItDpY?F$q=n*W^90N_B)c z;mR)@zjMIdG&KwdQ%1d=Lk5BJO})@yVicFSbX}Pn5^?d=Yd%dlh&3az=OnK%;F{+G z%bOtwY^!kncYE0g7apk_2@)c4niO@_wBHz~{`>V(_ronL*YzXO=nY^KtB85n&P%Yo zQ+to<;x-&SbDY!Hixb|gnzbHRu)zN30lCYxcOc{YpPC=M3P`M-e4h|m4dXj~u2LnH zq4!Fib@qG>4%+qImhrVhvdHJ&we+nWS_(1`n^z{I{G5N zfrzW0HB%iZ8&G~fzT{2%4?-7=z zo>f^f$ic*aeLLvH_7P}0&-swG46tA3TTy^mCM@NR5Yx&1xEe5`FexRDiyu#R{%o`Z z%GIg*c&!sKeXO~p*j5S`tTNApMAKsB**&w&H;)qNx8>^Z-fxY8&PP{!jCNs<1)aZ~ zk0dVBF7P)SXaVtu!|l-@HQ1eGD^m0>64p4+wt3pkU^?rd!ShXSs8I;BKXOF|7D&~( ztV90r&rqW3Sl>rjQL_`c7hsL+W)GvMg6`pH>p-oY<4#COo0gLB?Sm9kzD%o1H&}U; za@Cn&1#7M4yvxt-0r64b`^?H(Y@8MCxg}=}jTVuY_g}Tfu11y{yLWN`g?&kP=}97V z_}#D2q1gpfHJ^j+*ro||_loUzYmJ~iuvaDs%467rkvB}%H(~u>9xI*H41p$&<5Asy zahOj`EFQDDfRiSVY*ijPz#voT8~I%!SkcXPL2b_}jBevNx?TS$CNeZdtE7j*bRdJ4 zIL+2PvVH$`cFhEbHKdYGTp7gDtEM6QFR4I53tjCyCN-R6QNQMY_X|#aI;&=)W`M)8 zg72fHZ17hCEb(3H!8Gy1O6J84u(qH1Cx`n>pq@?{=RE9>UCMWS?mfQ<9j8rwT7(L4 z^o`9uCzC*+#J;%}bee#ZZRz((0xi(I5OHc-VJb|W8(>K6 zV>9Al@p#3Pp{jORJ(>SfKSCXbMDi@|&Cx?wg>CH-AtH{7$RE%p4conMSJL~*9JR$6pC42I>V4xO5*!#VQa@z1o0NaB$8XER$x%CTiSaiLyV z_%YYSGUtfFD8nMr- zp=obHT*&TmoU^smnvnH{rK-O#k2;)$W}Q5J6%@y|ZFTB~i`TI6Vesx=m7g&7@xaHc zvfp7?#M0qe`|^zIx`k!F~hE&ufiabrY| zb|)JFTbC|!)PFFC>gtM`e}AHo@-O6=+_ng4n~>6|T-`~a7r1@x>$85CR{qp}* zKi5c;{%ME=<@(Tj4Igpyb@=ZESJzt1~e(R2dvhe_e9+?mXrv za2{t{Si}7G-G5KsiiN2xEl1e`a~$j|9VBI?<0e&VWTJ}=mQ7&%navcA%V{cKBDliu zM+NF)+;N!y*e!ybZVS1<%taleV&UI_XCI~5kZ3;aZZxnP28Vv!*)3EGPC>GzC*FL( zD&7CG8y+j;z{s{5?UV{=-6tZ|a`**Mx^rIBoC?Oxhx8=xHhQe=QHr$=I*HAD6RtQ%2Ub1Y;%`M|;mox! z@5LOiVd{+Cuwg|bkY?RKN}tJstQ@k|dxa}7s8(E++&5;j zU~#8lf$3rwfrjA%8_x+%tWslLrD!I>45wXctpC;=ORTEhon3{FXL9sYC3j$^YH!Am zka+CiXp-~K?v$pfciaQa1ivd8HbAzI*@Uy!8%dug&tLCCuQztnDos<&rq1bNXQQ zzF}C-o6c?ewhzc{I|`e84kF1qEYdFaDKunv`WmEUVu42ab(vXHa0;k3*@X+xANa}R z_w9E$JiU}(K-Pniu%p+!tLd?0jGd;{sT4Xme#&8atA-&B*!1)p(e}OtL?&)}KNmBY{^48#EQ-*$n|tm`tR^%#9a0~5 z-Ne#C+7Es@e3;I$gF}u<4vXd_hd$M2;^>$6;z~8oVBX)x>iF(vAd8laO^amV777gL zB(Osl`_02aBKs$}207K!adEjsqYAFxFG*^^x-vtizN-;U@*ZP1?5 z<({|f3Z$@v|2F5Hk#h2zWZa8s_?mvcyWs9$D7>$o`f%6|`to<1Z+^^%vCm>w=RBOD z$}&l(sjv~|I}WQHNIr}tgD;dBv3Oh#ZTdL#ngxbU$ImH=EaS9*Y~b_yChRk+0_%6q zIJoV!q!)WM*3v$Bz+gy&JrmOO@%Q_&)7|A0PvlQ5aV6I3(h0(JY_0Hawo>R9Brw*? z%}UcIkJ1mF-UapKYWf3_6-YKNd_hdq#xygPYUR|}L1@o>vhC|lTWH*`XRbyYLZEp( z)l)X601LPI-Z=%$VM9rGq_@X@7|ANgDLW(ywUR#-G_Px*XOUN-b09a4?)CHfab*Z6 zS>q#}`2(?*X6s(0{lZ@F#qFQ2$m0SR`)t?&3f8*j{=0AOjKdwl3E$S6ZyMzl>!W4RHQ1X$hZ#sYkG=qAGU!kg*xZ)?5{XwFf{bGOB0639lTOc zp1{Pf;#z5^dpO3PMEhfI2P|j}?)K|`jh!MY^)D>8Jn>le-Z0ZwI6(c_x?98_rbW~9 zwda0q^_Db4ZhtO;Ci(QvoJ%D*&Kjd|F~k^~16Cv7dv0+I|HwZT9Cokx&O~vCd7lem_r8t5Z%kwfpR56r_Gc=0xi^j-brO={ zvcYxR@T&qUd^oY%^+@P@tu)O}Y8iJsGtRkwv%b<^42{FWrB&joSY>hQv6_k?3J65Ei%D60D>X&y%(a1sPp{eWcb|0V7gGmL*S zRl~pM=ovP%88+ zKiTHh?+S|r^pa1bcwn`d^%lug73O;bo^AO51G2YP$bYL}u+Ha&_=VHskp8c&$MS9* z7Cx7IC#&)tE19qIevQh+YlZNCAt^Xutc8nv zl+y=BdSU*2=6?gq(YT^Nb)M$RQ>5H#Irdcj3g+x-TJ1S$4a?86VtN^`z?AAlBI$?_ ztbf4!jEAkEsNF{WYPlSY#|MC$QUYXq&VYkCdMg0?+LLZDH~QbmO)f?x7p8pvCa(&M&-?eh z(;0$6v9^tO9d~dn&Rh6{p^G$~%e5m@B|%W%@n~o`?=@7oxETf3?m=RC)E%NYEmF)L z>q#{bp;c38su{QmcdKaY)W7 z&@Vh3Nbeu)E0z_*ftBP_J7-yNfjgAL`C$~)@$9=PU>*ibcP9SY43xq~Uq}!`&|B!) z{;YabAq|^;ao%lKeE?KylkzUjQ5gK@U&r;<1;^5FUA!T{1TzA!`AJU$aLg{HqVtal zQaUS^R{%K&U4(+T@UR}O*0wydJgS|yp2(+d9 z`gr>5V5sW^=chzPoQvZaelSOY#vRR+@UL}P6ZxOC;N@i`*JpjNyUB(!Ew_39hz(&c z`2{Z*HEJtAqu;c}Jj9NNm-+H8`(tDOrE02SGge59C9x!`VpVL7_Ou!xr7tIZ_%s{z z7hH>7{_zYe8>{Z}bmT($?mbhB@dZeVIN9;e#2db~hkme(;RFirQuSf!8Uh15)9wL> zCs>x+y}N?#9Z=re@W1-1J$y%TY32( z^=8|*Ul>j!-ST628&2KGJpRV`8P2!47ajL7#MXUkPdG)#v4zG^a2MJpbVVB{Vrklz1dZTdix|I(%|FbHco`68bOigCp0)~n zO2cN(QV#LxA}rizc;@M@PN2Tp{;G&_8@u0I@BOx~6bn3EdM2Llhe1)5hL=}Yao~~9 zigc?NfvGA@P+KPt$9#9)dztqf#V>S=MItn|hHpC4hvIj&xm{18i}j2=8$%SV#bH<8 zpe}T0cO|FCgH=_)id98uT#X^BfrH!2EMDL}oVOefi*jwAep%p?w7Z1O17?3Rs& zCDLX{q4z&b>d<6h);EN)n|(dC^3l-mZXKt$vj&D`52?0&--o2jXX3V9kie;ztu9lK zF5+yO9qpAuDa>d}i>(M`$K^1%6MXj}I6gWRJbK<73My9!HrGd?K$DqCY4i)MY5tHk zu|*hMGP)o1$rC1DwO{&~mW}gHB*p^WMWo7QMlO1m!SI^V=(+JUn3Iw`Ie6Dhn%3!O zqHC2RE=tesXC2f6%1KM({WT%jJ^f;OQPfeIrmx8Nx`!S28 z59GhSAFsl^ciX|fW3$i}b0bQ}?KgA>86IYOI0xyg$6l!fnBknixymJ13eFQ-FKg}T zBhWdF4|-}`!8MMY*oS=Tuo8Q)S!*#6#?Q9RHkFUVn)O*9yLC3)yvg+QH_aiOkryov z6S|8b`yXVz2>gM=cgL=u+PsJnJ&M;B6OO^=*C>Hr%^;i}>wR-?_5m)q%&ILezQFq1 z<-g-6&SAf6(p4R48SL2Hb$E;r4=YAI;-je_r0KZYo!$rE#2F$Ib3@6^*3?7 z7MFR~Qe{jrBdr3pi&PU?b|RkISF$ z$q(12U`*4?ovA@LVf}?pzm;$abTZwsQgX=0(bH@vI0*Z2-YDRS%=#2&^s|GI^CApC zd8sGJ@ehd}{JKIyuGpCy!_NKC82gKi9zGEs$E>5l&u#MGV@L3Rj(zXW0Qt?$%1Os> z(u^PKD>MU+V(YER(n}hmTRv)cwb`s5mO8H-a$p(9?UJH~?fB&R>2+3KS%b^3zwT<1$U`7cFxgY-M@Q zq#?28lh3}7Rtg&9VE^+A4wHtkD8hKw&nFH#ruG)tGrfRvj{flUiae~1y_`EDG>#OL ze!maKTi#wa`8$?lE9V~&4&7XFfO%CZ`BOIam>02;9Ul;cy?L6iIb{}LUT~Y}kp>D3 zj~Upi-#Le^rc|c|&nXb#T@3Kl%0O82-~zQ(Kx3 z+v1xxPJe$*TmqiUt0(S2Rxw~^!b(!3uRcTBCChq z_JG1*d22C09qfKNuD4CW1E`kQpN!R?f{~1&vkX!`@Hfjrxgzr^G&?CduvhWoko|uh zM~4ToUoJw-Aczaw3cGk)WL#m?GVzi!AsPk_mhXrNzX-&s3opOuFF^4Ql|84Fm4M1J zQS8>z43knB&KB$l6onJ(ika&$aloWIbwn3^bKi4L$z@~GTCShKC<8X_HTMe9CSfGU zp|jh1nUMVK3#9&~b;FoAl;2cKuwfSKloO2}0=$%GtNEmubn#)YAngMNc!Uh-Je9y-4;H z-7TnJlHi%GQ<0_v2@m6>5gfT@s3_Js1mh1viv_nlV5xH5U_`|jNk@O{=9^rF&ghnh z>~rkc`L3ScC|?+YL$!9BSnNb%#WCJKwrtD@A4z^$JB~H?`}}vBIv^!SQZ+6{3Ia2| zi)B7EK%gB<@SktJFjIPzW~j#!sDlL)zEmwBZg)M(Pn1WJ&8P(3@pV|{eczTD+>9-Z zUgr;A;z#&_S9ET(GrIfuT4>Pf8&H(=iL2I)7TQlWo7Tj z4hy`8_2rBnL8t#;*}rqDFs2=9yBe*EL)#x6bHBp}tp)UHX}^A8$5%Jo$n|w>`Kc7{ zT~>`vOjBys6^CGzgWYlayB(OKzNwJD&X42of4xxf*$K0njZ4?}s$qv1`v=*kaBT47 zw-a;CLWvumIn9}ickzMsbvdXOKtmko@&TRiDq~V11>OUWq4MyXVpZ0FkTla9d zEJ(dN>pfO3mfJ-K_P|)L(ZM5LCNP{=)#qRk2RR0R`PH71aNgzBwBW%!81Y`$Gc`GY z6T;Nu+{ZjX8P{0)Qy+}e?@k@}vbzaGsf3WK_vw&(UsL>JqBCsxXRGaF7)7!`;!~fx z4k(N(TW@{Fho5bdO3HF#u$HkBe;Up~SHQds=f++fJ~_A7KUxB74og4(G0z2Sc0Zb% zlMljDPx$aJxm`$B-9_ic#D@JB1+-Xqet@~`+o@K2o?^vedgfE_8*z?Vr0|>2E?5qh zJ5}lP9v8bM_n!Rx9U5~aTc5R?LW_gSmz!hhxLEi3Z~KSG*d=mLwPu?Q4y(mpPu>*? zbCJovI2j+oOvXCPoRA5D`R=wtS85CPuUt46^oa!Xe^dpx9pHdjshh?did$Y3dhh6m zp(q%a*){4m{RkVlwJNp`sloDfOPZS}J)u$Lo4)4>5)NEW82)9q1G-Mij#_&>z|!lg zS#vjvFpVkPh}KYsz}WL`)%cbhZq$bDNV#E(%KjcRRz@FzOwrl7@6u@?khZxTyATTG zpi1W8&=%;K6}CweEP_SDAw}(vtk7*WSMqpI0rWiTQfVJ50?Nh_b*2g-n2$3qKL7DN zw4Y>Pdt7ghRQbXBPio&_pm0wo$3uT4or#$15L=O^DOuB$yrl+z@B7cq&HaRzDPt4U zPo-d4Kx6-KcqJ?aZJXGT(1hWt#6vTsIaqP`Kv22(Fp%@F_&k~@g^VR)F)4lr_67I( z@a`}tY*U`kSaJIfL(dsI!%goZ^$6{m7nyw6Ypy3s>#u_Kl9{I%ETwR!WtTR0*DD}< zh&&BDK)}&sEOuRT`(Pkos4r0NGYoDevb+Z;Bs3RZ8N03tnI|tK3S%6!2I?K_{%{U9 zcOD^>^7-SU4I?F|HU`Vj)il6^4xD=}mhPf#&uOhLZY0 zSUBsF{6laB{@U3S7m|mdwK8XoNlP1sBbZBdMbaRP-EE&u+-0O>5BB*Slf;$ZU(=UG zbb+MP>yE@e9OQjW_lwIG8Wrz3$;p^v$%on#c|DJDM!^3^Cfh31W_*d}yWasLbF3|f zM_=R8@8yAo%u)DF{d(u)6fX=u`IgsWqzn0a{%SKWlQ{6*yHrXTq-ip8t@bvGV&m=D z+SzaR(EQ?NLp0F>V~UMz!bSanu*veeoks`q|M-)OTy{ZCAjdzSZZ&C|)jIZ^eL-0H zw;{h&=n~GQD%rekioivgw&d2~SJ<$A{MENd&d_=8PWaV1Sr};3c$4)X3#@a?hI%?l zV8gTg8ljk|EpAl3@9eb!ly(E1)$Fq{T*#E4@vIBSPOt{c9s2>Jz73!3nS){M0ZR@; z;Vcy1{KydKlZKSwGuF364`O6V2irb|&)9h6V{5^=G8|aS*zT?K3Q6%s6FfWnU{2ud z_RIXbSa>vXTv){#&@Myy%eyWdm1p^xKlcnsW{-W0Ktq}~k956_$OntlFWv-dctK5v zo>q8iDD(%f#kNFTgyFYz5A@F*g^q9Ehuel(pzYzOX<=IxoGE1tOLwNi(mm5i876I* z4A^YCxYC5{^7j%i_swC(`0?=kt4Cq=af9)72TmBsz59DsvIuJO+%~Fsci;$zy+r`y zILx1}36_{}g+a~!3oZ*ykhAvk{oIcx0!^A|wQS!jn44uEX=yElvO*cAgR+4*qME%S zPCo-JFJ|?O_DSGGwfTofDmSpidR~4tViC&Z^(9Uxce6#p!~-dyp8im*=0JFsy3G%(;AAf+@E@ zKKs8`;~=w#mF7SejtcMgyJ~eA`@tnxLGCJ~CRq(IpG{Kx+O}}S-y<@ zBJa@#VNrha=~{ z3eYN_AkaQ6UHGt60+fraEeD5q4Za2Ofcn4EM4 zZ+{o@7`^q8jXoMII&f{UUf49D4>FgqYv|NE)o?RpX|gk@#26xG99=%ZAIdcc?B!38YhP~sZisRu|3yf53DAM ztuB%|u*mx6liLG#VA_u-Yb|JMYp*ij4jr4p61Pg$*dSRbWJywNQB8xf!#~*;BnpA_ z@k&oL{DIY3_G|yH1;F|UXF-_Q9M0=rlQMbm6#LR#S2_chp@3eM>FTr>^qVlN9oh2H zp7Znqw|l#w^3Z3^U*WXSZb5lyayJP{oA&%c$*s`+@Ql}!1zT9=79tz<*uuJe^cvl% zK*&8Vr#<}18A^7?qza~SLIu+!!`AbLSTN@KebV9>jEmD|F?T1!;M3bfZe5Eo=KJX9 zkp!)qD-Tmv)>^7)tNyzxtK2zJ-@oiW&9g#(A&yc>lgaHFqkbl}(; z&b@l^FZkLq=^dYK3ynv*plSI^%%j7e7?e^NZ?az$hTqi=+;HK=j`~^MRN@urJ#$`P zP3|w0dnp}$GI0ors@q@xRWd=6P^?M$Rt}O6D46VY@rS{`(8A&=gRwl{e~Sq&;Nly{ z8I1%4Z^_j{+1wgz7V-3P9GHa(0=Lwq@BX-A9_PucECItkGzL$tmSCoSw!INlVc}OOpEWE0WDWd3Ku3;mm`z#RoTOpsh|QlK8g_#)lH9MkkeUz$tnA=Ys}N zQNYRK@b@1st?iEbOjn63?=6NN{%D6G_ZCy0Eg$K*HX(54t^u@*WOqfq)WIb#c{e`x zJ{-L;|6Eha32KyQ)vAdvaNcKiHD`J+v|Or44`3X{<;#ih`UIcB2=j1H#ycUPd}V79 zZc~N%JEwLN+Y50d)~V3%$pdH#4Q_mzduePQ55r=ksujb!KmPhQ@ZfcxV#u1ZuJ7bJE(CNc}-|9aJLf@|BD0ewU>?}ESap=ED*qpSnXAQXl z%jA6uUL|5UTjXGo8Oe?0br-cG%q&~}bZLmkHUsei?WwA|4YOr(9~D&|&i$y*77^7mO$B1gmYb;{c;4i$=h+|Nl=8 z#HiPCT}eiP+P?&Sk54{w4DrOWve5M$)gH)Ce#t95@ph>HNnH$LQpB8gn>s_$cqVlzT6X z&YxV5TMfd%D{|v?!Pnud;5}g$W?xLQ=zLouYK>#MF462CjIb!g*Vy@&?dxWS zI}B~8pD~&@z!^s@oUkrJiu;}uN?FFxEMPhR>0%pnx4)BI9bSZSvZd*&_Evw~)%};O zl?zijef!IZe3&(09=!9@987+@=@k$Z0vX+2hl?r}vE`zbOJ1TDE?9SZi%vL!>kY=w zjmKX?Q!n?k?*5ao=B#Mju)hczxVx++x4f^8=XO0fe#ZKv=Y3guK47u(yUJs}UeYu> zo+cVS55S>s`UelQ-Gu?$NEx}RO=-GZA7=Bh6IlFq;kRUc1ClN0z6>wDMcPjS5Lb*A`bEtpl~T%d>^M)LP``x`n&FkkS?qnNtor8stc zyQ)1B*ux$79q)!|xiEae&;o5u?|IFQhjF_0E#Y3|OPpzqCFQ=<##IykDdWBlY=*Ov zk^531aiQhW<<5^Vb9X|%R)Z0`-4tuvemuv8o{7%Cek35$@@1Ynw@#o_7JYqU7dwou z4b0_!@q(ff?X|;;a?&*CJFcD0EP+8SH)*44ZJ>(ZC$t=B!xC;q&7$u-P@feym23C_ zexFWR9pYU9YW9?a*voy`d@x~5OoSW9CvE!11cIQUy7WlR4iOl8O{ukJXM_6Isqx1a zgOJCxzgcv#0Kd<0-0Z%nhvPlmbU*v!q2`3sQEvHc?0fmbm4~kk$JZX;Og2-&;ixmL zx{1j+(qWd+U3d}Z2SkD%-qwUA**k6gWuCb9K`qkqw;tSlpuBgTJ3qXUB53q{3spQBs6k!YinWfr@1sU zQwD5&j3c{`n&ZN`@F1K0ow#z<*8lE73!JvAh`YTn9A+kd8}C+^z}ekJdh41xQ2br5 zUgq*iSnyf7^zFAO4yttCe`%V5&Fg$;3ix(HX60zfP})gwcAZE(6yJ@%Ad36yyc5p0 zb~L_k4gfMs=1Y_*fRS6CY0M29Fr$4d`G(;$?7ioi7MuGU=F-0#ig8_psqwp#+VeiJ zPP!}iLHal@>G*r|7GD5j#gR@LNmU#OcoUdvkOiA&I!3ztgRp;_yWlxFTbSNS?Y}ym zMPN8B;gMJngmYZX+vlHX0{Mdw3#aNVfo4SfYx;pDARVr;d7SzdM#jd=liS>(yPGxX z$j;lisyxA(#3P7f7J3qof9-<7XLRlNWJ1B|S!F-x9!_cc>h}) z-FHNKwF~C1?-B0(a2-1-=Boz=?Xg{ulq!;Djy>BXzc%PJ;KpF#+BIbt4311Sv(neb zv9%|M1g`!B0$VkeS7!++BF#TMAHvoiGaoylQvk$E?C0GIDKL8RYR0E)4%paM;SoFU zk4-Z}x!QBvkn*`oCoZ=Xi9QTo=Zvr5>PDdFH`ANa4440P%*M6BbfSE^hin;;B$#Cj z-5oKu#h7;lI$&75%*&Up75k*-b0|ig*n2A~j{5Bg^d${gT$|Vi3+047wyYHxXAyPX z@!|puE=KB$hpk|-*3FXW-E*+`{#4FoEk~H^;Cf}O5d!HqPyT&wPR74Hy(ec+y@h)3 z47%F$l~7;ODB6~I3%i~e-Xw@O!^pM$^1|mXAeqq@?(GW3vGB3zLxsn&O=U=jJ-7vm zg3~mG=!iJ8&nzmO`8QHtSkS4u3SgL%%=h#MTf9HNJ{-RM4VprFW2RVJq2V4&^a(aU zoE?+=aU%wB^-OpM4!^{-HlnbTkRUE-s+eWFe!_vM;tvJYw=r4Am-TrnhlD>no_rlgR|gFMjS$cAY+ z@`EqAPA)R#5cX)6N>Pn};ecfMDRJ8WkbJRcJDVXHDBFe9#^1C+v*-oBdostM^Xt*= z=cKZ+v7YnV^Vjq+!NA3vzi}N)I9GSp`0!%$cSSz4^U|=Bq(Q4qpG2U4V*Aj(rVmCq z2+wQ1v!VIInWuJ#0&%%9@>5xh6jnA9XdeG+M)LJ^xLXvA!+q!22^K3jwkz2>;hG+_ zy`z`vKIIM@hVvrVdsCp#`1p@n1AQdE)O*W!r3!10Os1Y!h(_v|mY!+dRxTI(b-LR$ z2vZuD9QRx>M2eW4j3jLkH0nN{Vjs5zQs2vdGs}1wB+s?~_~VYHFCV@r|0My5sWFmy z;ayk~}7t2e8U@4|>$8!a&ZiXQ>yzLo>&> zbid8B(0!`AC+gM+tc-s8UepzYU3UVeU#P`md!@j~!ggmQlP1TaE^6X*FxQ($rC+zW zu;-vWie+PH{WJ+y-MgV>j933z6DVz{_&=1U5*8^Ttm{S0M43&`>P>h%{}l<&L>6 zgCChUpBXRA#0~yc6{~4Gm~nj1JJiC3oq=t~=iKRmq)m7Hmtz;M7w4wQ9%;g!Nq?!( zSIY2Jw>w{G<{Az^R=27AtAiakH^#;2f?#G_>juUC0OZzp(i0B8#Rf5-ja1nYAnl6( zV18j9hFgT^M_p2p{9nn*nnDR6YV>}gmq^BmA0rp`yki0)XHda~XVEZos8@UEnNnza zQ#SYGfiwoo{FPuhT8j-=x|?)99zybX#g3GVC$KXuCojirFC}~p0jKk9G#jkt! z!>D_rXU=RjEak}VwhWSoiRGL#<60RPFJdb#=87fFh{-_FK9!s@RaV_|PSu*+F&gu|g6+qd68 z*=Jabjp}g>c08Hzxz?d2lSd2YcJrRFw#r zX4b!c*vb~jU9qOU?>nKo@r|l<>1!CwuDd#^;7Ond?^V0pWhfNqoW2NOaprS<%f!Ga zc1ti%#nuZ#1B16?=npAr1~an+_2U*W8T(cylQ0YYl`DK~&m^HERcyyXMHY}Q*sVS= z4a9k|?GGgNX9x^UDv6gLPvU%xlfNV90!%2LySw-70hnX9z4nHg7CNPGdVM%az|kf? z6OKhMtQB%{e&zNXCQ8QZpH=L^b^mpza~#KD#;7K-o2vujt3?_5Q&n){`~~K}J42z+ zU~$IqOBzxgjvk-6@DXdj3|%>KYY%2y7~N|yrN=d=Y#CX837n^SxlEts4UKQU&IX_F z!MQ%4O^R{{W_MlKyjL6oAw#@DD@sq0dZI;C)`1tO%#BmR+-kTi_RQttyD^+$(w{dw zAPat1<#T&_8gU}`>(|%HQAmARy~90Z4CikeNfvg{!$d9TJI`V+WBGKqkoEl#`-wUbN4uHn?1C< z_h~wtRKnn8mle?&PnZ+xJ;p@)lt9;%lleCBmNeZ?CGA+HK%7_;=JX7khWg)Yvo%Fx zQ0ac>UkZsGD-LOh&ozAmBKx)*ODyp~oB&Bcw!f+N$Svc;rsj@&n^Jookgc?+i=j{9&|&B6#ASdI+(28&NFNj>`+1@k5^FYS;I0Ag{pZsVSh zSe=%)m~LW#LHneQ(uR)hDf)%b3q``DP6<#pnzD2(a67=PXU5+>}r!ou2|VJY=r zOole>X1@q znTmB~@BgSPeT1HvZ_j*5an=@@%@{r!o4^^srD(;l7~SLUM8)M>p&DdzdXsY}LC`lO5)vqlMMI*xm=*P-ux(EaoCe`iAJ&Y9o5fLeAnpgqTzOEoxvlcn&IKT_bbhj@4Io|}-9QSqOu|GH# zB&bg+xeW!s6IZyeJjC{G^=XduNiZ7Ue6FVNAWpdMd&~CB3g#+LSgreWW4X(ut)b{Q zY%C0WKQzA^`(+Ma`#c~BWQucD-Y$A1O)I>#?P!MnN3%P>-Rrgqk(h3QMC2Tj^L~+EqMMyF;A1jqzgAIDsu+LR2 zDv5J1l4}g4hVzWDOn|3hl8XQv>%`^%PSi=$bUljqo)^RMyx*lOr7196>T&*I@+P$E zpX_Hc(ZLDR4&#M1DmKhfF27q%-O9I@=e+4oAw`Prt~d1{3DD4rsi*&WmT{?!uMAB{5zcLG$^}z!4al7_n!Sa zID$k!agEB@H7E#9K11H~0k)LsfZwrjX?j^55k*>EAVtT&imuNGa`#UMyX-;8p3b8N zxX=S7yi>wcxe?lFw<|}Q_CT&6ZPn|x0km}4&3x!~E%wt5-BbJAfc4K0vyrssaX8xV z^2mD^$WK0Y%*p*X47Uj;nmi^!Uk|UmL?1WI4L@gDWNyHMp|{d>5_h2W+~O5Q16d&H z{=FSYJr6{)jp@+adO#KrUat7<4$C@ei}H)dV4Aq`D}=)Uheq!e*ndsNG#2-M2A2V> z7vKyS^=*Q@e@*Ye;S`C-m-sTV>)wyHNMAi@Eq5J#+UbhajYV5?g}V@6S*IZPEf`yb zFDY8(6k>TgQOimyAJ;6F?u7YCVfLp?dZ&;YoIWvs`IF)3L-Zgg|(sDiTTX#bakA}xLfyo%@|5ae^UQ+XyQzD!gsS* z5ilvwa$EB=5r=pEr8#FN3;F-usXcQ|Qkpiy_FA^BHf|iDTPxdMi^Ck}M+Uj>K`ob< z@^JJU=-fsgnA1*x-pzR#Rskto?S3oDeD$F;ElnOD^T~B-riWz}ygmuA_Gr1_uz3$w z&v0ZviaHIeKYx`JJ_^G80=j>v3Tk0)Lp`R}TnsnZ?mkEvh{uW74_cV6d*WO}%TL2t z2TXBEzINfrckEiLv=)$*fk9LDGb6lSIP_)Xsjk6cB&7T)k*z4f-XITVV>1>cQ{8o7f1ehVXpp*5{v`_{iF(0Mrjluv;WzHi;# z5*06v?Qg3Gm?ZDwtXb~6){pOTP^hkkXZKBMhWqTLtft>#<^52Ipd3HOrXHYSQ(=X* zS5u|iw!E-)o$VKi!cJfcowsdF*bO81#P@p2(&C75Lu=4WVXW0rF?AC@2K_PCZhb4- zFmuCC=JpX)obEbsJJG1iR0FBn9JnY)4;V!pxse?LjArofnh?O@krDd)J6O_ z^8Gs<^e{TFy%}o3fwn!*={5nD^q$}OFaHu0d3~xH(f$vshZlG7hg^h(!*my|Q+7k^ zGL`0d_yy>fW4`U!Dgoqnww~goIf%KIFx{#|#KkE2?)_oqIP2-0vT)@Uf%(8w){npS zu~*T+%F^p14ldr9ES=!NvLoUAaZW7KG%#pA{`LU=-FKWLwre*mINwrwT^ef|s z%A-)Mp8t74yAgXd#~rI>f4ztWYS12RO zK(1glB?>1%&dkPPQ}v@;Ip%d#_4Q5Y*Uhjz{6`x{m=-MdDE`1wf5_?XR7rq&{!irsYxX+(RhPlImxp#!Bph5p?Bt6dom}cB1 za!knp#{L+8sX8}>)PftUAx3EsCgXb2$l-sg46) zr_~~Mb`WU37MC?#Qb#gL_vm-`=RjW2xOtk13d3c00@mhZkRX0Wa751#D9bCCx^++E z6x(5^w=#u54mqvAVHpF3lUJ-6r#f){yHYHXHWSx_FP*b3KZm2ID|^Sk`e37n_#xeX zU0ihMkGp@m9LD!%HfH&X!KB!#oHxrWe7$CIQorTo*6$ld1YilrA8(I2FSi6kv*mx9 zf6imaaD>><+w(X>uU8+fB!E>@uQ*Si>;Y^vDE&NR2}LISh0I^RVErng4`>jZb` zoO7_m#5#5bEr#z{yZ4*KO=fzid@%L5fUpVmg9=N!+>Su@a4CrzJpx0rY8MNuqJgsC zvf*(&6Zq<>=No_9;)*9%add==^9O`nWSx#8sVuzzgU~^!N^#?290&w5zt*(K;Tw>2 z*JN*E&RI-sCpXRp=U{IceO8UtSs0c+`|+A3*H)h1=Uv@!l&1ULCva+4B7ug9%CYaK zHFVcs5tTR*3&SP!!qFf32-~;+TMb-h#J2Qp4{BbeLWV;5*+5?s^v~Q~4E|dLJvn() zuMjnuyRU!gUWFTy_Kg%A39E(aL+RhGdiWqIIX62=GYCURDMehSI=UY;8|xedE? z2-XkxoJEq;Wdi3RJy>|QgPF{~iW}we{hc3{fO0gWJj{@U#IMndp{_KLdwNYv!ebwX zE<{zxGdjVbtM#%(!9M74>&^XD)q?%JZj;H41~4Vz$8`B05o)qWzCO*Zfk`1PHJQEg z*f=mG?{Og+=U==HeWHFG2a!zFPFj8m(aL<`&?-qA}M#w z-f@KyM?UjEZ2iScVB|ENR%4;UoaoF6#Lv7?WRcQPPr`Y-j64qODX98OZH;!<$418DgGqDg;3NLYdEAW|X7<(o+&vr* zvGYmAj)~?_ebQNBp^+6<9{4qWSNjelhS%1VPg=q>(>-ejDOw;7%fGo87>!+DtWFQd zM&snl<)%XyQn2l|*L19~5YE1^3acDa-P)f={5`vOLA%N*AAi6x?A<|keByQ_3^6rr zDpjZ8kkkH`+nallObECcS(F9iJKC}&BKcvZwfjNRUK$*qec`9<^$d~&ICtGX{s-D7 z3cLu{#&B5EVd#nZDJ*McR`bs`g&_xqE4+*%Ncl#zqNgE2Q`Q^TF!04H_NOB!5+ZT_ zy!WxBAVJu8ti&uOT94z}S-Yos_@V8P*vsorlwkRD(55Y&CXQZ=Ir!i6cbGBI^Dl%_ zjAOUMLPoljk>YS&>iNqhbTeb{?ceH`nPTK${`(txJew;+?Y;myjAinP4nagyqN`=N z3=G}t7#b?s1Mfc$*=ZcQ0AvA!{~ABvfqsRWjkR$uXl8Le`-7HI7bP%+h# zX7^51=>$u9lK8SMF&_#!TO7D;r6 zs-9Tig(iJ^zplP+s5hm(FIgLkvww}H8;Kh@uO0QN`>P;M$2s4^WT`{%f@i zJEoQh9~aVaWF*f}WHJ-SSa1FNXmAtAimkWY4$}e2T!3nSS`A0&>|C6VuEV(Av+p$~ z?OXdH7kyki6(=ow1yhv*p;?7doV#%u)~*CPSoeK`L2u_{#v~b}rfgd5yZHl_c_)bq z@-&D|ul2Q;-(WvuS!NL9HyA!WcI5@5GxqB@tek&&0?M2&wgsu_;>2P|*okM~an!8x z%D^)nXwMd!HeCOMM1i0k3$lB$-=(D@Z!iI;FHdV7F*^=jKVLgc4*%KWhfB#JJMLij zQhT6OZaK8b3YuQE<%VviooTMMwK$u7*Kk$&HO^oC6=*@diezKELXOU@`Q-}VKFgU7 z6Qyrlcz=cA#P1I(VVgT)iV|>FX!~V!SkV+SyElNdrHbRf^nHOu%Wd^(ngvHQvM=(c zJ0qbs(qM>fKTgfJ=Del*3vGe+#@y1P1lr#ElryJWuxI<~v$F&INc~|!{ge0_`xj&= z)+2|3{6lPqa;Gg)EPJE+MJjRLs3Jl~EgdKyvZIgO+H&3mjq~yEvtd=Ex9^eB2n^ma z>bl-zF3nW1wtKvR8M7JsO-L*15OqS=<%nYybnM@IL6M^YbA82HoZClX?Z>6_dQD@n zpzA?*@pXqZQ&(b^*DV_ubkJ$AJ1Yz=E-oRT_a_l(Qt^TOL^yO_^?F&kX@vhhjXzYe zkqxBr`pOE;Q!u!{4z(whpnda_!Uvr`oT=DuIM~t(M9Y;24khk5V{qZ1C3wSvktFL> zS1cAROr}o!w;yMT^2V1sC>Tq6YJ55(?mLyAE?ef?7lm}lL6j_qh9tS4W* z|JHRs)JGNNtB(i3>Ve&@j`otcRwYn;(X#}XsJ7mYu}6@aO^v1dc^ww$hvWFzb+C2c z3*Xqo`LJpy%feJKkIMrFa5I~PP0UQ8O}{uGJ?S%v*GwB0!y-MdrQC%%t_6-duV4*l8nK`45Tfi^tfSuE1K@tpg%s zo-m`aou{zQ7)E$dw=FFXQukKN709H*(k5N~^rfvlVP6$R-qYB+E5c0iu^24f9?RM` zHI8GhPAP}qWnh`!$)Gb^#~J5i*gGzxij;2h;iF}5Vd{bY6CMAH(sbo73mr5(U@WiN z&WH6pF0@PU!fXmsJ3sq8kL-s2(Z}tXox7mdBg~j|ksc@0PB*+6EF#c~3SaP-*p7=? z`LADwo`=~Nbt)NMqgWjcQ>XhUfmHuDwc!abkVp8kAN1|Q`PHTWlZ!QH}w(@mu^rlo;ugH15Dg9lJB)f!UjS#GkmbQ!v%0R1EtsT)uPuej1GYYn@n}v_^_h zv{?-22drMWwJGKkfg}umLA*zR&u4|iY#FDj6S!8upbOp zm@=jxCt^>0P_J~~2sC@{cztqki~q0cgm>%-!}g$zOGUd*;-Gf2&7Sc^n6p@VW~|h>mc{wsk}I13jAs+rv0#kazr$#Q~U9*!9v@!4ntr%D&N$e1qvO z%d0M3Nm$(ebKdszA(%L`^g%pV1|~bJETu0$!Wm7WE5~cT!vOcy2=)jWSe!OFV@Tx% zD%TC-k=bq>G~6e(dx3~ke}^t`RV?9HEgW3A*NO2JmcDdFaxk@vy{_c;T__4Lc@etw z1N%uzG_Qq?u&dg>tn1_ktm_o(1w{+s%ALa$qYKVR68wGG>%lghj8uL2{iHCup1;g^ z_uL|qiPP*nJT}lfPI2Qcu9v1cEp?qvqDz|I7S-mIUp`KN}f=c;MsMPz|IdY5QDI|#(VWZH_OBLw;t!!GYBeQXdS?%T&v zfulFs^N#4mL*EInsr2XfaPdO8wtFHkP91D);CvDWg}g6C8GiKRu*9)9PpqzD*^K~k zal=0_=AjA(_e*j8sg$RP<2&5kQ6zDV!UIHNmwfC4UnrcaR;Z_rLV}vWQ^nUXH*TgT%dddLG84P0*&lJd?d#?fss^_F zF&O`=dI##+gN*eiHZkMo`q`D=s?eSCJLQnLG0fimZRoG21wF+r9k!MOI7gU`i52XH z0q~7;+QWk#CA3{B{w+wJ-IW+VGbY?FqH)A4m#K`cGN- z4vy*+XSW`)fmj}q;VSYM96pt_L;u5bm`LJ^IcgmVea(J1%mpQIMDAmqAPhtD->Wr+ z25d;Z+_cv`CI%;*IWLXVCK4FlMw8vehH&9+#)OQD7?KOPV`EtmiFansSam5OIXm>p z$5)m(+L4;fAv21t69gH3*9ch3+wtpf(pea4{dfA*+kcqSXT4)wZWk<2&b91)&k2hm z15V3P-Pr13=-7D;-VDwz>x2wcCq(+fz$5U5<9346-zKw*H znF%{$-f=_!&GA_?{x3k4nGMzZ#{pTfHF%Dtz52*B%Ui*o_fWS~?XkLm7| zhmOC!Ovh#KppVt}czf}u(DLW?9){gUNPQ>q?{rZoHXMBXVj!O%W+?pU)wiF5k^ALW ztQ7bNbZa8l=OlM;@uyL%TY@G`^%D4ey{j?8e^e(gTMEborQeAV4XZc2yA>8{;NSKu zhZt5LLe&G>4vu6^pu87J$#rvrVasD+7atULNLRmZ^IUI8QV-fKRu6~f|Ty=AHt4TVL*Dndkl5D#?eW`N z9})~nigf#$qBtSaf#{alwFgOEhpp8Q9>nForO62E-?$LM85?uY7>J<#B5*b#M#}k&ORwq*ivP!xks13)dMGF zn%TC+o4|a7u(C%f3y%L7`4pe0i7onCuEJK=aV&+7P-g56-H`?@Z2^6-G&@;$m&ym2AtGu4lbQ!|Rf9lI&xG^eigO4BQUeMT`C>DlAk;7To zV~V4n4{R6Pm5OD1QQT4BGYV1og;MIV=hq)V?G?3K zHm>p5K`TvRiQ&fKOJ`}A$0d;1qnG6lVCux>b_LH~XqZf7bx2>ssuLbnWBZ6hdL5Sp4IFcgZ2lH3|+V}UEj;62xxHc4(IC zffbLJ&DJSbp;wz{FemUajvu=)Pj7P?yV(@OTVC_w?5)c+GnVh5S(+}ogZ4R&sZz=Y zJP#tNgz84gVuNKhO^@e$qH(!AXo7$73RG!?IzL}{2XjxF^}g28V*hr--=jKe(5bXX z!^FKxn*NZ^%_|k6AO>-borV_?X zE#2EiCvn`7Mk!;`6>IF%MWT-@Lp4jegra{1{2A!JfBrvx9D2$nb(F9h2evDQGHgV{ z+)vNrfzi*Q`PbU$K;0sck1t(Z@X^KAhb~2dTD};ako=o?tOZEZIm3BJW?*J{LArkJ zAoS_ldH?_YmLr^RF7BO3!g?EltCydhg;|m+gM^qU3^8t&MtN%i;lS7}waFYPSTV^z z-);y?UI_y+0hve~O7xQ$*T7*DI8-*30ZT5)duu3yxVCrvUU&Rc=)E@-Rhi>}L%lB) zwzK|(h5KpWS#28$OsTd5tXsU((KL?Q`BoTW7W+dkiWP`Q0;3F$+5wTT@_2u74y=Z1 zUptmyhF!(mf;&p>p;IRF;tEj|yZQR_Ccls&-DcF$f1?6ga`}D2!wR5re&NGgdw?aT z_=0|@mSI&Xu@P!bN9gYa6~L0~JL7f{IjCN^%`m#J2uLlz=k4FM0om_FXUd%rTzFRa zPhgT3e-qmI_Urz_2Ifn{19^PV(-qUAaGnbqLEWjr^DR!yu!&01rbFBOp`)4xD$q3J zc4PjQ3Xpa=+RERI#+k6h^3YRMZv8nshr|W{ae4KjNR8h5F_g7U z??=DeQaM$(Q~yWNc?VMUzj53iMTDqORnW8%FKw$h{QL_ z-tk;}@4fG}w|lR>e}4a-KhF7_&+~cS&+GNiIXLq}sx$p=E`j6l>(yD39Lx@%5i$=j zL25&5%D+4d0)w1c1&wdBPrhCA@ZhCk^sIvJe8?N9_=Quay`s`BCKko+V4fVM@shb|3I{)>c8v&N>d)ZwlE@I#L z%kkT^^)VzxR7dMg1`b)e&%9B7gKieLw|40qhC0X6``i>MKpU4Ry|ybj5E@^@_EsHw zC^z1AZ}R3BiJViPSmJT^yjT0j%5rEVP$unC|H8o0E_$@v^!XI_gdk~toMxWd2oQ=u z@|h4-^Jr;U)(8sW3FXC7dkg-hS7(4+)Gs&Fy;<)c&ZcS{hp^z>l$^C$J8b;w%$q*T z4((lB1P^vU+&B*1w#_WA9iZF}0|LbJBY6 zeJ)Hu-T8gm+wG#T{Uhb=gGM5j3O=e1L<6W;N!I!<8ig|-xX0LS4r9vVz}GjDPhsZW z0gdEw8z3BhQu9{FJUmUL)uC; z3Hv?teA8FbaryCS*GKsaNK3C@H7eQU@SAi59hp?@AAixUY4aLqx3ne>#Li=~8e>F2 z-cy{t8oPU2uPh92HM}{f;ZCGuc*eF|cL?(?-BD4yt&6kfg6EA5tDslsTKZRkWgKgM z#ifyHfa8z2J~ok~kt%)PIrHNQY%aO{&b&k(sV7hO4#;ug@))Ck+QwNN>`2YX^WY~k zm^pghmfGa_$rHxEFBuV7{hxIeH=RcJ&M|ssYj<4OuEbdyp9h^4`Dx~(?9f|lP2ZZu zh~;|SRn+r2NIhKar)gq`gG$sn|6gs8uMCIEN}gcl$>NtPu2a~@)NK;1%nSL(UAJG- zRI%b_W(~nU29x}K1ZzlC%xk8abJ+0UT;TNMuvS^<)2i*>(Wr)<=ZDs^CYpi7xlbwd z{#Q)fzY^sAsu-tD?s??o%HxRjTc6=ZNBos7vf5$Z3k9Qc+9%feprBOQC1(FTb~X;~ zOQ+t!#RgHmcUq!Qe`(9mpWU+1DpzUOpfiOt{|d5-*hUdkD1R#Q+>mr_V3+5oJ<#?< z?On|2GuZo?|5wSgUL2G>ndAP=3x?;%=^f3TaYU#YuJdGLKkt?1)%V;$S-0iBw5$LP zxo#&8n7d-v&em_TcM@U1^I{(Ny~o%ZaXf6Vh$_V0$*q$0P=vngFC7h|U7`QA-8s|! zXJD?)FRaJm5l{k`f9$$@4yU94d@G#u0BWPi>}z*joJ)2tF%Fc+hPflx=>@g{twHqe ze-%bR{(WCNYIY9SgGITmt$2t`K}ST7Fd4$gEB5V0Y_brQoE30T#|cZsl9Qg@qhZ}J zJJ(J#dgyp{`9h4)-%W2AZMz4bi45{1Ry$t$0Ey*k;z0o>papz?_PysFkiGxxd3;kG z2btK!G%l@RCAEk9GL?*Fl1cNAXPKZZwe^_&QXb@8WxG7}-!B-F{CJ+|?F(beelA$gzsw$3^R}+dtR7Cv4u`<;-jp4nE|}$lz$jPEkurWqusY zYCm|?aC!pB3)_l1(q@1r`rR&!_z@aS&)$_QFu-cckoLE^LY#4XAMs3alaIb-?`N#u z%pG5qms>TOVQO4zb)niA26_IRdigm8=GjahhMBZLcR|I=hxv_2(jycFJh+F$mj?So z>sw*<0AJFSmOm6M!lQwVKj4F#;=s$K;?5{H;ZJ0$sFX8FX+MbBiDDnuD%I# zG8fAj3G+yK@osi&&Lok+RBo4WxdhN22_L`uYYOIr=&Vxzw%~#)jq&}bBIs8YRLSiN z#j)>)YTd=vfEIW~g7L>q7?FFY$;EpY25N_6C57HXV_f=l$Cw24It=Ohi00vvn7B%7 z-(8%Jf3vFH_6qy{>=mT^VkI)4SGcwGl^w?2x?W0Out0MDd%9o7WSFB-!|F@G}R{=nRF}ycbIw z&nqxyHsYdZtAUwkCyb~(86$6Ofh6Us$g|xFFz0ovcCW==tg@`E$fx&%Qto_4p5A*{ zFNBTnVjaB0UhNZzr9rmfl`Cvz#!i` z9NS$RxXo?|Iyjcu*mssffA&BB$A?cNx$vc;<=kOxEaoy0o)Ey6oEfGBV=HKTw07`8 zK^wL@?|k%@r3n9ye%kds>>@N*YP21nI0&O2TKATx?!oBP%_bq+KCJJz=D5743fkNM zjW3>#0{0NNV}U29PS%&utPk4b>9MEUl|!80UDkb@k0bq)fK2G*+2lM`A&FQlJ*D|ML^nPnW^5 zVI9x=>B`vfEspK+YCen^AM~A_(7;{;g6N+8d=Pe2O7h~HP@Mc$%+&O_4%(S2L*1Xr zchx2PkSGTWsuBfNH^gyd`}*P+2ZrJNK7{#C=yT2ywa+ z=ybGKlbhKwa8IzCYX%GSr6i%7A?U|{qMdxzAIlJShJ6zn@DbZwMt1}Zw~oAO_lL;8Ea({|zSaKtq` z+F$cB&NiiTJ`t9~c7^b$*CD51{h6so!?F*~3f|?sB76!K<#t$DG~OVv{GJG^xL<;! z329c14FQo4XK!@ALdnyYCKn^9Sb2fx zx_8|#r0IIQx*a!y8iqUH;@ZyRIRD$(bGuVu?DF39hw?9QO4B6o!m(}~bLP#z%=#CG zY$_6*c9!6TV8ko=lNYf2>fzG!?Sqiu$m75w!U{uJxL^OVFAg3^z7W+DhMmKw8g|ak zz$~AB!GHYzFdL8|S=FnDz5mGz`JQXVmb#$uznM1B7xsINE`16}tZ!CUeUISKd5!~= zpo7r4N6h0HlO4`C92DCZ5eZ!p&;Mre-6k@$t$3uQ+i!ZshEgW)|K~{GDmRP zXo9!noFb6g&qQ-?jN;GPaKlS;n{~2_dE?&w0@f8>1SayBuxVy8@R5u*F6}rUTacv& zi;KVFBfi$c{H+WMPW}z7#GqfGa%fo%bX6D!-I5wJB*vFO&jmb~3lqDtQani6PT+9#2=I1YksW%Q?l0RSIpj5(Tx^2T)wJ*>6@HtPUnWj3N;9JHi zJ>m5}wgjXkseY3Y*oKQlF1yN4C$aGAbVY!eF;asVsp_(du(7CSX!m9w8_EMBQMm=10--Cx>yQTUA)W&=U#=ukSBCf^>z3Zr z(?Pi8!*xfupdaS>E~kHE?8hnc$z4`hhO^sxHFnEBCeVAbe|-Al9}axv(vxpy1nLLf zK&!hQIMtD6SlmQ_oQ&-335I!G_Mnw#RR4uyg+0q(Mq-er9~H@aMFKlcFEXhw9fBGj z1Jk-gNUUv?Sx6WSMQAuvO;H{iSvk0HFg-z&E@`l4^25w`(ry~*7krfhi~k13r4YT9ieZRy2+HmmIZuunLjz7Tnknurz8rmSxY zZl1rBXXG!eo`A;QHR`kO8(1RHvtx=b68im*2VeWpkLj^j##{d$#(I6j_rtd&u>aJk ze@DF&C(0+Ial5kqmw=u9Y58bHS>oC31!1QP}ItseD|Y4M)=(o(6@VgE=LNdeLrO zDEN0mB+6ksHffT79SC)Yu7Y`&|D4@$=_aT|D9zwVQ>Lb`nGUR!FIL_scf*Lc#Qee0 zF6cUbpNs2z0WL&G_@zG1#m2Ue`$}Fn!|d+JN&Am3F!pGzll`p{r2V>d=d33QXne^w zQWuXvx5t!>7Jh?y`qGZ7Yz>$%;SJ~xPQ^bh$wNj1TsUhhwqxy54GdUcrs@Be4K=1U zDb#xkP#)O9tF(PT79Z5SFMVtW6n(0ScyOy8vjVoA;*i!R(9Ng*@^H4p5zz|C<7)Lt ztmqpHYx@Z6QD-ZUHoe1{Fs7{j*lkcII=+|n9zC|N_*T#j^k8cFHm&-87o6u)<-Ei^ z46UjAIJB;wBrqJ)igES(3(@7$S3U9-hzw6&9BT=kMQlsiX84UAhFi5{LQe1kaX7u3 z#WW4ZU-JHJ{?~=&s~$Z1w&gfy*Ia$E`ZbY$K<(5+^TfWv;e^FKa*?_~V-=eqwx}RQ zc>fvRt~wxV_0OF&YS;btYQaKCwj~u+mj%L zBi^-oz6^&p;#{k4#pC1^!OtxXRZz1-bUo|140iAx+OI0{414!fzkK1%jKBZ7%9C^M z!8%Wfv55ULjO>4WJ2G!Ktd~{Q*RY9Uvs6c}W`s2+zu-8l{QDtL9gAm=&;7-YWLtv= z+na%$`Ih>o)*ia-O2+Kw1aYoX!c`nvH45!`+WmWP};of#*(@v)USzn z`MYvq`H`fh-3;D1^7mPpjWRcMb=IYXw=`oX;c={{?`0xAtJaA&(=MFk`)JtYMSz8U z0UAxZRz!Nzp|flHGvKTKCEHfu2NsuJ9cnMx+}}RVAD`O;kn5$sSgb)w$ofFX{B%HpBb>@z;ybDir>Ca=6zd*vV(0w8jQk!!p)Z?h{3OkbACRW7$U4v-gSMJ`m9b48XJqa~# z*ur>ph`00@keLVf26NOA>2AFq>)l6v#{ zDj1SAKV}P3_F}^>xrHa0TF|IEZ*Ot(Bau;JcS_V`91hPh7KGQ|gTB!viwo9PutYfL z?0K;eSDIY!`fils#4)X1r}ytdlAPK;!So%_nSQaUmQe*=-1E-z@=5}gZA((yX9cXg zV>s}S|29r?P3kgop9jiaqp*rB6BwB?WXL1S1I0p-o40HW(!9(Z7=0=crzAFB=ILS2 z@$-+io<0cuf;UTZ4AhV$npLP^sEI@C4z={EKcOWkvvH4w12%A;l)ZoGJ1kr{R;*&x z3iArVoY|6Juv2ua9I2xKm$=$XnsOzfAkOzk9WvlQ$B9eEZPU2muQDo69>T6%2?qbF zb3ox}dbaI(G0sd~JYXeBf#rL8Ww}8F9Q$f@wATCxc6_+3?rHcH7JalvokML1j55^M zpQeUk?sZr|_#H+ZHZ%%06W@x}PjjDlZ|+C!;ZHtSs%&v&E#Q;Sz$YXaKG7q5GsYoZ z*=~tDssx5KSC)xyeVBEUgKP5T29h~q$AeAEarW%a?9eUhmPF# z;}wj=REq~f!$)#(IDfU#{)InGRId7OIj;)?OC=EnM~>lW5+cy9lu*3U-5m5 zP*(t^$D8PRy;jG$lITvtjT%e~(Y^J^qYE2qbOLY8>*3rTA@<`MOE?>CCTghE>mE{Fh>>AD9sYa{|C zIjfwH?*Pml+y;^9yx8X$X-NLNg!R_fA2Xi#j5U*t6)bWWA@9F((M;VSEW6z2ykx!# zvm#|r7+#nHS$mt3#qQL~2#c*PX9F|+~5gI(W2_@f2*xNlAxZb=ACJsC(d^)9v zQ%oT?M^Cmw{dxuYy-E}es*PX1dEz(Dq(zii4RONCTqP~{?;_CluB);Z=D@HKq5Bid z39NmoW|Jymj?|)KlMnRO;iKSB>)K=s0{uoR{k=1)K+Uw|sAMBzYL`syQ`U zwaXFbbP{;?48}s^CC|wRu?Ju#eQ$41#CIge2RKb}K8M94u5T|lECOZru@p* z?iEr}8@dI3VzJ!fm)4QG&1O}XHyxG=*V%%PujAr}vuryH9zY+%?_96!y*N!LuP!N8J^qT>{RFj!albu<71@>^xAtw%?7mY=-9ZwD=guTf!y}@77Axox2T{{Ql+DaTBndfNfVa9X97v zPCk(o4%8R}p#n#3tZ}c9*Zi zhe$=3Y}G-e?;hNGT;V!oB~sV7^Aup$(~}an++7KbN^k%5 zmWSem)nczk*$OQAGDa+4dW_k&Ff8y=JZ1SAbm-=e23xsr)=|aaLDNGRzWTK$f#iY< zvd_&Lc>m#@eLV---(|y0bM~52>P=``xPp8ur?51(>auiXF?Mu&xPi6Sl3AS&XjMrND51U%* zm0n#Z;XnF)m*;gBV7y`LsoVxCQVbe*)5HM>`@ejuH<*V4`=uTIb0$a@3G1gnh-Iku8+el4gX(V#~HaL$`5FcVM?5H#;6l}>9X(kpAU)S zNaw909^KEl$nhrf_2cU}a^Q&H1x`AoR%A!{yS~Rf?N?0KAO66G^!wfS7<{oeHupc* zPC;DK&}^%5bATapx68a4(vYcLdepdD5|=tp>#c-RvHCM#_MyQpY;tqWsk3p%iKoO2 zFQ;Z~H`TvmoAdyGoo4lN@rlNs(rBGpS7Z2BDkH(6a|Bk(bR)9D?qQv>-}*_H9;}i( zPma>E#jw@q8{(~XxbS<_gYnfS#|=;atL!|8%jX3?g(YqB@#DEYJK7mx)zDw=LzD&# zl|O08;n{-=l;XJ>u^?#njtRS~M1dAs;JNqW_AvkGY8L0)Xvk39PTR0a0^-qfkyD@V z!0@D$w0r%YO%HjWK>7|iuCLMYa`z>OZ*MvDX4C{pt&g4NL;N7`)BP8$eHus`_V%do zZon3~8_!rJ-ong!HglT6Fpdum{%B6s2C~PzN6F0=T)LxJSN(SemMl^~Xv&GeR6|k! z?%^qzQDq#RIdTs-YPo_!-b~<7(XIL|SHq#jOGt4$5(bYWWg zz|2jT9Qg8vM5wD)hABxiW0TdVFuYw|Z zdQC2QHaPlrZ`ae8yP-#J>zx_i0lZMxPI&b!PB0XGZH|k;1y!$c{2@SO z%8D%Z`}71B$qzd%O~$eBpYrsccdodRVf@D@JPJnte$g(qD25@m!)LyqDFWK#xm4ou zNEkhCgyR)>urkhS48c&H)_n=gI1oyP16eS?|V(>fk7V6ifm z@No(!Ie+P9jcveBZY>2_>qxA)tM%w-&>f7Q9N!?kZNg!<`^R3p-9)0ect~yQepoTS z>Xw;VlKX@E zdt7}VvX{l`1QMACyPnfLfuh|qKiWbMgSro|=z3b=T9DuF0IwDt9dT_xXDkP#o)Oz` ziU@PQgb&Zz`U!LvP1$dw9smlyXA=2a1k)vP3}^f~q3Q2bAi{a@igoY|1VXcY`?KLEa_1K8yh8EBiEf+Hp-6%LIF*mwAt z%aXV$G*mrXNmXEj!A_UaxCTG$t-q}u<@FV!52QZKWh}#?R=K@Z^oG-&jPu5*Uk1dEh3%L;>Q%>RA}h`lT@7e0cuCP#1s@YaiP%TW>wQG zptya$XYlU;mJ_jOVM!4SeD+Ui(Y7LGEBpN+=|EgCTOSVj)Qije;9J-6y)fz}*FW<%%@)rzEH?VFXV5XD>SU3*ca2&zcHD zC@cyH?y|am2pav!^evvjFlx|GVR`-($?|Q5kxpk}F~a%Bde}iI{Ayu3d-D%W4)1aE z@85$>wwd4JJ8JYqAZg|6 zMV-Y5*z-sE{qwI}xIpG-x_6k4NZ+5^q(zj1jiYykOLZZr`7wz|^cd=(2@GN*wWW4#n*s}Z?v>Kg4I)_lC3`RG{ zuO?%k(zAdjk^q7J3_)2*&JoEUUX+x4n8iMg9+U8i>o{)q(Oc?C5hGkE&EG+%fW1P$F%>+c6H%UF+L0acatReRn;B!8hawT6h` zl+MS~eJ5wI@3?EZb7u=C19OUI>fce_8wbjnQSiO68 zq(_YvNxoWg`nT6HvuOE8_rw&C{+5X={@FsLzr6F{dOI_g>V_Ua6;q0{)~TxT5_Fq+ zq-;|1?+Nr-YKy0;t;13Y!;A@=GxkT7Z&eODgZaW?nwD6L?|=87JilWLG(Ko*e166U zrZ;|yifQO!{)Oi45y}xb!^G`S#uJ9^nPQ)weanZ=y{mEUk6Cc&WI0{Gp(p0fR@*B5 zVFB_{`_&JBDsYy5X4&qVHT0Wz2fSxWh7Pf}@)bl8AbxRu)~fge+D5jYt0~GOGCXh@ zN@pC!S$PXHEkjKl`^C+)b*>fWtgLyh9H=m(^lE?GF=_0V-3&Q*UT~`ZshDQ>2Kv~_ zkrUA`)Th~Dp`^pp?s_g-akp7zZ zB*to!%U?a-CeDUL21a6{sj)FqmK_(DVnbkhccFjXQ38 z5Dmc`(7_}>;<8)R)K~A4roSq|9sQ3LJ>M9O7UoF;AEyv~b zKklA8g`wc@m70rO=0p}|V{w%rAM7Ol(-OVyO=N8gR$2F|fI>#r@jHoCFcVZ_Ps?y5 zFiD4or@c3Ueu+OJv7jIc{B=C9h@+LQR_APvmcyb*(_KRI# zZa)oGr_F75uziB%>lQMnRP%{+%&MF-YdqkWcKh%oH(-}JWAs&vYG~!Z-cl^Bf^9qe z22UMMhrx)t@)>C*T-|wj!)uEmw5PPwN5;&<5^wTVK`%L2l`@ZsJ980hohjO~M?Ii? znD1;xZ4*v1UajA8;xSTV;@;2GVsT1ZInC?ZcLD=nn0`crEX?;CXZ*YzjvKcxo(VhD z1yi=?tjDcVV5D|@V)kMicDcphv}`4 z518q-V7}zY_18&XVdnY^GL3o@>YMh~rY7=Z5C2;_-nDF;ONZAixwnD%uUb>q`wFhV zcwKB$aUPdjG_>Lurf~N1vQ#f$8GLoTfAF{XcbKWV>2f2GA4WXmzHq89Ks!S~B9mqr z^xfdEP_^C)+GZR3^^{bh2s`;4NB`nzde_Yh(zkFVrkp}H3Bx(vc;E6Z+X!r@T+B!V zf3Q1)=%{#48W#7eUS8SF4bl8ju)qH>{yqFbxS+rhNW*;Z9^7ii^10lmeMdZi>c4p4 z>pf5G*v@;}D$osL$_mPmEGtU!zrgRu<9B%}QyxctXEA$6BF487;DYTfw@2Z{FA zwrjOP<8!)KFUKFjY;8_rr^f^6{w*n|%d->zekuR;>VrD=pOvOwu_}il>*x6kjTd0) zQ>Mq^x20H5RQpAr`5HQpceq}9tB7-!w_{ISQ^r#FS5H`P(nEgA?ou}YDWEloduhoN zvB`8%pz82*j1D-%dCY1n%=b*~%+`qj@<7Fpn;Orc^h*Mq)osMu?%&bZ&r9JLX)KNT z@_A?rFz5TKvkfwvXQ!M$&tm$wzita9m5~2yV=P>s83$C=_xZMtL*W4Dfo&OH z(r!2Gm+nR~DjpQRQj1e1CK<|J!4Ms;Lt;rQg5_fmN3~`Tz{Km5wsw3tw8hZ71Ad@WPKtS+{PS*?rlK`^H~fmQ8NU z+4MhZ)J)uvOFhgOvSq5Aw6UcHagq9%&|)CbQx9aJa(x z(vhZ0ocS7^T&iY3pno%VyZ~?Fc#+z3r$=Q(`fIkqp(=iuPj&cmUBCc44)}V^jH}_W zw(T7W5*4Q|KQwyT7>AU#wyPpU*G(^{U6V7m!|Co^J;Cb?&}RB5;3U&t7?fa8I&qvG zX86x0275~onH}6&4vsUzh$ijjuEjX$&;4UqHSiusRiw}Oa#Z6yq`1sK$VHlXv7k>y zH%vC2c|&38fVmT6WtC;eCK-4v)dU?jm zU3Y>0mtLX`%r3Ch!l3UZat!BA2PCq-Ygl`|ISphQ{*BO)v1Q|-g}P& zH|BPEc(g&85sP+o)di@!btyIf1}`pWaS5N*RKU(X7Z27K8)8|Bq~wP%1*Dn%w>?4p zI5-R3-N!cC0t-V!Tk{Xu;Y?we%|OyJHZMsEN~wF}sL`q9%gnh@6t}>_VycZRyG2-h z?@@tDFUs-o!U|HI^IKQiVqxaX<`g|)h8g+_)6s3-(ELUG{Gk6QpiOVf_$?s}(<-T} zw^GSCJB*sk?^cdv{7Y`YfQ~e%m2F1}|J}5|_BOO%*b$-({%>AHm+T zuMZ!&^TU^hpF;ag1+n#74>X{W5*aIH)7VX(E}5!>jL@Gap1j zEz@k#ldNyhW>HsKQ)dkena48Bj7On4nR9H9e+!m(dL$*8f58&RE7hO$ym4YxGl^dO z4pdjFo4(9a0@?vCkJZ2`s2!)B(cbL;x-GIhLxUecpZC*9dnFy{aN5?zl-7%Vg$qGr zOmZ;uV*X#{)h7f-`6mx0EEEV#9s?rZ9P@Bs@mn`-iye_o{@WqZqW4Iek*Qn@pMrK9 z#pJ@fM{#P8@gJRh!~&5{*GKcBFdekMlh5rohF<92;H6&yO2OcJS4nj!<&g^D&jg4fwY1mwMCd$$!JMUQaQkl<@b*+5 zzL$;xZ>|2zvwjV;4~!ljln#crTn@dBmMkouh&yY$H4yuE!`|oKu~7X@?HacN5E&?H zypAqK5Md<(kE@cfz(ujDOjv~8PW4HT!#j|;tTJBHbOVR-Cm)`%DMhNa z6w@8m{Wx-}&oP_Gh-9zqNtvTF&~*RL$3IhsNO=~Q+tkMk!?*i7^zD9NpZ(1odAVj7 zyQHP`v_Bh%8aaEdb{>Onqe_-QIRT3q;T$po^F&5zc|w^S5jIrn^5q`BM4F-2$)&a!T)y{+NowU1u1;nV z93L)VN#f3S13gb%$?+pT|IZJ|O&3n;8F%60J%-7*{qL~7s`-M(#0PAkwbvW$oPzOx zl82)nuR+_#GPM}5N*JgAbxr!@rq3RFbH}sa8)nRf@1`Y&;Gi!Q3M%5oo(!Kx(tWo#-Gn!3N_*>?uAo^-PFoxV$843?Y7;V6TSVxz;KR1d@OK~{k~ zz3n(&!*aT@EF1c^(`jEG{14~ScJCP^EMk#}1XVG~7P?(e-bf9+0zXfh%TI==0!2wk zw1oXD)(O5~3Ni|Z2K`6+Nequ+T>ON?h({uHF{}K&mctJNU2)I39hYE=82Qp8?kH3# zcmKKjq7vHjRk`kU58_1S#izcf=dkkHJ()$E(soE(#1VlWl6?3cT)6AA6l;)8inZ^}z74bKW` zX?Mk?wI)fu${t+a(an8e>>X79tz7-mK8TBJ)L%Yq95`_5O<>&}W-Kf#X!_Ri0q43O z&F?x>3Q0HgQb*Z?pl;Xviw6hWkW$n!d5hT}X>~S=q|bF|(=<~%D8+{TA!<620-9JG z=1~#9@)Mfo-g~LJFym;jUw3OqH!ciT{9;n=ghiDLb=G3axTfDip0W4_&wt}PpS@uN3Y$;ImwmIiTCj5e z?^y>N^qg!Qcx?mGY(F3C%*es0mG_RAIGN4&n4h2v3B+*{$xco32F@J1qGie(iX+#G z5}2wvVDx#o>zBnsAg`XM*q*M#TA#=J>mu24ey}I3Ib8>uBM)6(4}1r`)7+O{Wjuo7 z{(W;~RZ*Nh`Q+eZuC35Z@AG82UJl0<*k8Z>Rf&acRj*=}TQMU@=|Rc!GMu?38E6UH zvA46$x@YSYF4z|{gbsA$kOzzXYhx#<;K=?}lAHqL&qBYJ$@nAjQJ)<3xj25-lKftO zq5w-O%BJ>CzJSq^K;DBZCODrXlXa`&Ba+|lS#lk6#YOG?%R0-;1lDceRQR^az~Ip) zg;bS9BqyJHYB!sY%h_Ξ-`jtT(=(!t4!>{s6A62kvkBlIVo<%r)qEJ+$XpR4NQ@ zh+id(i$U9soZD@c1~9vG<4A>YE=FGdO}*`W7U%rU+62_L;7DawYiT+e8;t%A2R6FE zu(_`bsbU&wmDdjbakhr(1N@nng-_wY<6okV0w=KLh2qb7E>oQBlHn|1@`1VlfSgu%KIs{{?oyKK-d_WaHouEEh4ii(9hYIUX1ctoBg1>GL!${5i zHm$T)Sh@MH+{(EE)=u4dK>g_e{hzHrbE*qs)=5)tFBTn~XFRcMP@xOcECj0d`Q*cD zf{~6Ow+2qz^xTz_62hg^4hKpIb`MXCw_QtH&kSAd6{tg8P3tnx7QQzV@su#M@Y;(E|Nz0 zwSPWtynoQK5E|6}eoAorjqNJ3hjtu30)rW)D-6ZSI2PG;J?PH`915@OroSXmjd`~oLgPp~yeJ|i+^Y!5Uet>6qJ7~HF#fsq*gqi37S zaH!e(kMVtVO!l{5>EFo(6UvQw>GWebTluX(tf~`e`C4P7VFMi67iZ~L{2t~SpD3)b zSfHok1&`u?@zByRt@!eDIt;veI6r$W99wqF+MjQgK}wHy#qP^iFn3IEG~0(C+g`md zkT%c35v>B%jHe^eHSDfE{iBV@Aab2xX1xZp36k@IZ_fZNJnDP#e_x?ss^CaKATJJk z>^b1qS_z{o9m1NEa=5yUJ0Q-dRVU~p**Z^~RV@sMlXL#@(8t3qCj{6FVs+hL4{Gaz3;6+$l@HMVV<29ibg zzV}pqnD>@^qWi!Gs9oOAb>DU4sPBu#o}9mVvLWwXsbY{VL*A1Y)Q_Lj1ljt*nWNQ zfC$D6524p1q}h4Tufn^@eSmTATY#sE9h(yf-w#^i&=9K9N0Y( zlv*kTR&|73i=O<{-CLWU68rY_XMX|{`)LXNz~4Y= zzUWNT#nN=^+P{ z7rlO7GJOlC7j$k#*H*#&nTajr&WYZm{%n-$voACN{jtD9`_N0s4dd=A^}R zpe<}jWx&P-Myy>FVi~{S=*Dz>%GE;bH#T|l^}-yK>*h5m{5(cr(n)Rl>!Sbz89M(d z8kS=2(>LsLuX$i%f6Q^c)<6Q&$wB5fr%YirB7)rguoW9Plbh@QbR%g%f&S9pcv#zF zS!=%S2re~UNu1sx2ju~$nfIXq^hZq(M!y<>nMdJ~9B~&g#yaEX?+F7WMeXBqxcZgI zw6o*Qht91qFW@^f-}45V2YYF9RXRV8#qq?W&z4BbCCpj zcLD>yDC>f%Hn!NN&`)Vyg^>r>18z?~z=1kWp@Wgj&^cPDdHF#wByLf5=;twj`eQ+! zT_1a30bU*VY*)smU}r1YK0a*A^~$cUT!X=`z>K|d`OsxtvF&zHH*^eV}sWIiszIHz{n+97_ZbgU|Uk$wu79_(gal~)DQx}Jy6LK619 zI3$_qHz>tiHCTuNt}+eU+|W z*oyOO`uqpqJK^6y8@F_`??GR{uup{hHCXu3WLed6A6gydRT*!(V1ZGK@I;0%F4$f= zy7KQgepwsW51hUag$6a6nY3Hm6V)y9W;PQT5}nZC_l! zs*Dq$^o6MVh22P99~9DYT7w4v;~o~RLfAa#@X++6G8BwI>#rg=;jrma&3?sG&|~qF z!L8O8#*bCbC$S9S25p~Oq~Kv}y=`T1@QosoK6Fi`KX46}_a*7x|15?zE{9LLE`5j5 zk8X9V=a1sx^w|~L19xHU*61z8oPRj?#B$QNxDB)s|09hUxaCzVZYrbier;emdeZRwjQQJWiv+IBROI(UBw2(Ee`M z&nJC2lvrA^z;qZIk7S#ldwv=h7tN2jsIfz5u}qi$)kc`@pCMnL7KF6b1jhW1QXIA| zO5Pn^xyg604StFz1KMxs9uaWICVNTgq|;QWi9LyqFCSqndG%Z5dINOIXZJJ|Kf_*? z&#k7ehp_as@XAHv1TMb4&AGHJhy4%wthL)@VR=e|WH2*9+|sQyy+3p((1hDX7Q3~u zwLdw&w95w@Td5AMp_gH#W5x5N*aet7LtgQ8DydBR3k{rxzSetk9+3;Kr(yp>ZCTCX7gXP>lH)B;SDt<%Xj1>n%hdfIe; zAWmr2Kd{?<7e=dR(@zp?h|EfHOrnn7IG{bEpVhnr=6^k*N!C~ZE%@Gy=`29krw;}- zW6yCxgNIk)*=<}E+4xxR@dm~k)ZV^Kd5;riZnLM%j9{@TDrR=*4b%o-QZQbcfaV9| z-)gqhVwmBLmzVQdvETgumoV-&Xgip?zOdO>K3fAv<%|=7M*6t=QJM_Zc3vjMU*5vf z>8>}e5kol5y1&0GI1J{V-@0{B=s2wDuvW?C?Za7d+Y)a7KS1SG&`q|IfO=E&_ljNY zI9-{ArAfE2|H+W0K~O5h9gmlYNIQwmnqF-#)g0Kz%y`+PECgml=U<;6w}R%p7txVh zuEUs%!G&K@@kF}F7Bff9&xjAJZN_eqVSa3bcn9cVfvewQZz3y_?gefi|8)-r57)|w ztGxzG@0JIvUnOz$>uqH@KQfXkV=w9|G7#vvb5OU93eAO?8rcsjaQe2B;D1kfF=pQr zks~eLQ1Gxh!S09^ES)#WWz5b)%0ba5>nFYv=;9x`T~41ss#k{&fxQJ+R_WD_D~`d+ z^40>3T7zB=64fcv7AX(@rc!xxkjVY|^nc=}&@W>Dz@GIMByfLRI=T=5mEoa93411> zy;%RnrF%+9ZF_T7YA+v-@pFl#^!}AKgxGg8 zA}rM^3)TrfgvG`6SCofB@Y^Kc@^6P7c6ZqwsMWgHYc>l(zrx!eyG=-#UaQvr(!&I1G_~l4I5an( zo3JHUiGYp4Kbk8uM_~4fb+^BoCrq;_sC-LmsjPySxT@pC2c(YhIEA?H7qt`cyx zT$F1$It3ePD?WSEg|KcWW%qU3R#*hS{J9i1ARW4(adGw;EMw|4i^vWrvJ>KG*=r1i zO?KwZ1M*l_x=-(bGcPv8CKWyAPlwiPjcb}QFQN6oyC@OA?MRF8+ohvY4%Caj|2ciy zZu3`ki%AD*c|Aj+a z{g(TQ0jfwlrEaP5!)%kU52G7#Q5 zhcim^@xdMJ*rD56e@MClW}3gOkN2Daa<8 zY(ru|ihk-(f})qPM(5`8G?VF+y%5)4Uk79r+4k6IGD!xGw4AmPKIPSO7+^o`1TKa!BgIl-kKn7Mg9iFIFaa_t!J?L z3tRrv-IuU!_NMZuE447CT1D$WAOhsa?#Ty^^x&Xr{)#Ix$44gDmJYcy8NprK$+oUsbPBuWL z%7BbB@3s{Pf8&IuLOR_0kRE4ZTu&SsI05xr%PjW1zYKrY%QF^QUIESU=Ub-dl2E*D zwJP&-2R8YK*lF7o;`*=o6Gp}5@b%S)EsaSZk)kttf>Ig{t$IH~4oDW_vY^9j`sO`2 zSSPoIqPd4i|1UybH`f${6-abKne9-MJzcK+Jq6ce?`wH`HoybF(eIM^dNA|w=7LSg zah%o3a&i-*$4Q7*8kB#4ZO`qv&q#X0V2j>^d|n|Ky&!hqb*~3z_y)>1KW)c>kKV_M zuBBm9#Wj;9g*j;7b!q1=ol+bMPVYFrGZP2;%#Yd%wL}SH9bIZ=Mbt zhh;Orf2HCu_1V#iUl(!t{AH2ziOxv6@};%WFB1j=_80+E7tV;!M=6U_puE0OKlt=v zB<(+tzB4tQKp(VmL;Uv>oE>lt=TPl{wk_$Lw_N#CA(y z2UDSRvad%fI2o6tv>b*iSYbjqrL28j7UuWd9k2_$gX`Oyj)c;rpnKA{dPjW_%tr0A zxmoB9)NL|W*g?Ui+cQq)Qt8laHxQRk{0a+emM@xjd_}5r^>E|QC}<34uzp8M$9U0N zjtJi(tc0(`t%9epPxj6+=cO*J=n5QWF>!=d^Wuib7UA%RUu5<>XD5zrch6fVAyDU{ zmVMN_FyZM5!OVMa@t0t9EBkGEpt4j2m+tru(?7GXuH>A9_Jgw?zH%*^@9K5%hV)&>Sn2qnjeF zq+wicZ!PbQi$I~Dd*t1njm6ZXyL{S=Y4{!a&GH1^gkLeEfpyx&}*JZ zDf;KX$w6)xcIFyE5_0!`mFL2#vj-DYj_Kf_O_8*i zE~Iwi)Q78d#A~`Z=Fz@IGVL2Q+-`p#1EStrb_ zz0t|QHHA~hwtsuAv#^=h>)&jQZyXrJ#MTd}~_GZ(LP0m%4R478|5C=%g0; zkd}TpU$1Hq7I)N%J>t}dKI1KXBjdjC&nT$yM8PFoON<{|XFUkBoR;I3f0wZK!#A-y z+sn}MwJz~rl`$;e3`}EBXvG{|rx1y!1IN8&thu zAuOaSM`bvYmPmK@8~la31EjYLHViPU zz<>3%&?wAX9eZ(~Zw`h-s@h(1Y=?gFoVAdTKM8bl`h|3Fjj?4$vit8>b)Xp0S?sxP zhNUmZa;OV|@XK3k%V zJaKU+c4yW9x7JsQV+TkPm&CVXQR*d;c#Rv7Z7JDxTHrX+$oB*|CNp5zBsJD)odv1n zX9rjxRzc(Xg`|+R5}1&6tg^jO0aV(h{-XNV=2ub*j(<7yWGC9x=TO z-Tb_^O}HHkSGHKC2GXyUZnzxc1>-oXo#ye}4F(d7!U9^aExdFpy8& zV@Kp@IUGm1qXBKq%=hgBnF%b9S3|aozJ?i>rl#wUn{Y_%@}(=HRWS3X;;K>QQzYNd zGWF$ifmsXEODWYAZ2!)%Uo~X}C&ozs+4G%+<Mjo@BB1@!L3mLABO-^1dKB$oJ1i_?0{1SgA6YC-Y^#vK_FdnO6J(YNML{DbN$ve zF&KVstQ@jMA7<_?QzLDPvHQ*Oo;*(y&K$B+7g?0Xrl6{yfg9gYm{^`?-sWP_N)R zHac+(8eMtjN9avpy`W%v$2dFAuECGVbHeyva1!6H`;|D;RZdOnxdL-``?IlV7-vDM z>Q%KfRvW&$W2#KTdbeFu?2j}twIH#7a&h7R>#1qcali%7_MNJa&2iNC*1L%COE~sx zb=1@B2Nd}}(UYFe#SCWd8LcH{C`d_pn5lLWXD@Q?T#>AWfv-(@JhQK%Bg$jf#P>Y} zre^19U5h(F9rFKrw9yJ%Z|^S(u_VAitY8d9VJD8CCkFGW-P+vu4;QXIdIn+3tjcc$ ztf9MN>qV}BtvGnlD|m4BFHCnNIR4T6g=@t=ezi|`LwnMHUJm+aan`%xn|Jw#O|Rot zwe}VS%9)6w4Z~IfJtl!xwsWU3oriaX(NfQhORm zWhVmtYpFOC`J~peJ{udhT=reD@`m0K?sv|`w{Z0Dp;!B+N1?|hWtye+DbCUjlLf9v z!T5SbS=jP0)N3$Xlw|&aN#SAVZjA_R`lx;QOrapmilhf=g^5CA^lzU}XU$=tTW@2B zOZldU9av#4b-|^kE&Sq&_i<+R)i%k){czvJ8z?T#dj19WYVU{eXTU2$yo?-^Z^O;?%)Fm5ICh5VxV|RV}d{9NH|e{LmkO z;ev~={rOUe^j0ZRU(c=K*zHI1{%PN#&-sJ_`|oJ%S?N9eq}vDPoEGMsqjP-F+AE}OnHCDU zTSQmJ&n4lYlc+y~i$8WXV`ClDB_jQoXf9t@erUPwy=cO`73+q1m-kfDLq){QW2>%9 z&{&dq|L6BDFzd4GSY+ZySaYXae_h_Ux!>pZE}69h$w@^pv1J%W`6o#qZC+r##9k6r zmx`SeF}DX@{9wQ*aO4MJ8`KY%H!j(HhX(!wY+ag?@O)<;*Qlp3)Vx#k<(lQf!IvI` zCS3)%ZXy>kwlxYmeg2!sAKSdI@3Q5Izs=}wm&)cCk-W(fy$4d3K4LCov++KLT`}S!GY1k5;FxjJ z8o+X2yz5Y#KaP1`IP7ik7OO zaQY?uHxeLEd%739UX7c)_{fL@#+1%C;oD(VW_{MOg^cU(ZE2BbY=D$FvSea#59^(_ zzh*hZ4b%32s>j^P&>yP2FZkFj4((W$d-O*UyJHy3Snv?0C3DZWXB0xyBLBmCZ)%{Y zjw7zMw26%BJuD7wW?@PJw4OV#A8lmPGmCb_rC;y3h5&JN|ou(!;W`=c* z#jSCt>~Z4v(8+I(i8x>W{nCv^MHuKfr+z(+4#>|WZ~jQ1gd8bX{@i9xC>NHBQ%z;U z=`DFGHf$pVI^~N;7)P`rJ@pOkli*>Tz4`F?r6DJrW<5Hdt~dLs^|z45y@zG@ zk9zE}yZ=6oFoh+bxlS>Uui?Oz=3{Rq@G;DZ9((+jFpAUBRZTGuTCl&NNJqY48YzRK z?`p>uVc}E_>v1_%{JqmUIO?k+jxW-gy(J!lx@%`$ziQNB+XvZz=T1t{x3V$6WLb{6 z#g~~U-8zxV9o_lsGZ|aO_dLGwTNh{vs~1nCy^?#T2__wWg>Y}# z15^RW6Y<<}IDL#wjBLk%qdmPMM<2~2xj6E*`=1CHE^OhHG}6M3V=yPQJ_~6_PdEJ_ zEpB?cv3u8t=g`vp!^R-a5~$pLO{bMCaOJi1m!=1-P%M>kTl~pUm}4P3?tT3WsZKuw z*ZgH*rIJ?ohpde=ZA&A*S6HF#^xe$yPDN}F2xb|3C5BB7oGcHyz5>b7w*AZMOPHfG zymb4l7FH);9y2OYf*NzFJ0Xt|{@e9g{Q7PQ{P}=%FEsQ8^dAa{xnHdW?ZP_*e?Fdq zdf)aidG^;>*t379kx>x#sT(skMw>#?iJPo9#~NWcy-fcpn?5e8|EDkf8?lo)wp_u< z5z1ZEKUW?NB+#=>3Vi*z09`f{7b{wy!&FeL>_{pdlI)JW_f^>i^1ub-v%@FKO%7>oCpGy{NDlOEkPKy%W(f3wr%XcIo^H+o9R1k; z4#zF+81G-w18VcE1yh1I&PF_8WQ@q$tas1*v!N1Z<_^alk~9IThLQJw z!aA_TPnDFR&cZs|`7g?|Um!+6>laXS{;zV`z0f<#uMI1G;AOUwH&K;oQ5XZaPZ^AQd;$SA?43;2_i2Gs3^H zlp$&1_v4>1*pt5BZS5tl(hv6Kn3dp2N4nqq5GTyMoB%^WyuT3f)T_b5f9;=C?_R>` z^+T(Uf%VY+OLFbM>NZ%qA>GeoR}E9hU`3~qixJ;_FZJ?-!?2`G?1(ZCbmSa}Ejw-u z-A8zT%G&1RnhWq3`lvx`X-9)*-N>)l9DA9eo^Iaq>!uW`gF4+wqK% zOIVSc_ccXP2b*-dULLV@fN2y7?r4$4?!|rjEV4gvz-H*VdG`*WU4HMbw@!!TkYKx# zq~|c}L8YfZzkwwG?qf~`7oh23Re@2$E?i$}Ot#*$3uZpu4TydG6-i~x`bWR3;8>nf zYUQ3|Fe-g4`hk%nq~Fyu$YGno0;;@wW8+O+%F2DJe69j$$>#JUA%3t_;Iu&V6oa-g zyP)Y`LNGMFzEAJE7Sh5b{zZM5+vJ3Po+~>Uu)Kw%XC1+cC(VtzOoVb+Q7m2=Jz_CK(mPrRy#B-2cLNy`(e+Y=C^A&Nsy)RU5|?{RcXqx*u80Zg*8Zhc}>g6((q>bB{T(fh|6 z%L!jc0*lxgjn-|l*u`{CynFr;Qdy(ogKiNq;B-Yl}2zi z;b!kE{uqp(+23jUS^{Qe0&iUq-V3#dQ;y{Ie#9BQ7^~pYNIE*YZFF?J?nw1Eee#Uu z9)Zy;=%?|TBT$;2oVjYRi0Pq0%bqqT2+Vsf=bid+0$02*Wz7fnV#UxU`{z0uxbo5_ zEu5H+Ga7y2Dn@)r4Bjs?^>P5l^u~_T_FLh~-B#NpDiH*RlXZa%T6r*Tb1d93_%D(_ z1Z(oHe1f{Q{QVyWO>j!?R#}DcH<(Ynq3NRuK=t0?byms(JHlN22M@aAyyVDwd1(*S z?=&8G{%|)m>A%$D9BG1S)g6tRlv7xB=W@4NxH#0i)<-87tzxR$HHUBVJD_8L{%kfk zGgSX$yR$w^gJ_PqpGWl5aqf?b-&?6En7_GCebieAdbxfwcclj*?F^fcUe*e(@8IY- zTz(t-#O}YI_;(Kmul8A#+Hc^%ywx$LUOJpgEIPrU@#X*D@$K4h7>0o+Pv+cuE6fzu zoG{xnfx{&#IU13+(9n>g$02Br8$USNw0>G6)%AwUiw6~(USiyMW@|Y1#TVS|SABrL z;_}SduCGAB<*oOIQZ1mI=TClZ_C54tuWkKBJ__SoIS0u%r7-HKd7D7|ap;thZHQIb zI!qN+S$#30Ck;xkKRVE&L17L%~aHI6(o zBf8kp+F$NpmkEQX44nMCZa`b?&ii|G9cE=cV+lhv(|OA{^lUl6$M- z7A^?Nb>4>rAkY3+&Tr0*D^m>@ouchO=+ zyZ4b6G%n(tmjQF$%|{EV{xF(gs`dHtU8vx`AhkQR2q>zSR+fKVfL39fqdo5j3nkX8 z4f&B!mCD)@CCr4i0jKxt4-g?a{8Mg;?;D)Y@VLLCJO|_9O|M&j{YPLnoJuEpRbp90 zErYFtEsW$2^KMN$4gGF~L3zLSBb8A_VfE)tY|(2OrYMS`MVe7wQS@7+E=m6AbCSY( zH4y{3wlE^ygwn z%*h<*ckvvIKB@Xb+#61$J6Y&(uTPgqZ)~Ez-k?cfsy2MwbqH~qvHajfe;AS?N47tG zrbD1VSd$fa>lKkTy6t+6ggInAJG$$xOAidEwNc~yd2xZ0*|&`28qSBF@TlGNoB9R+ zZx7cV;e^67rW*b)1f~W(+m6eI(CZR@cs$k*NN?zDzAKc%uPg7Dlk~WO@PHt&;dqh3Sh=)B8LdU}Im( z)kkN7fXbx4%`gf6L*{$XS;a5lk%dWCqeOmCCv{ax)gUDbfVxG2r+7%Jr7;a zSBYLsoKT~dvHhb=FZOI#{!=oj45g)I_rt;#ab{p*o~V5a>bL1fv~BcZU)y13isw0K zTn&FxNBRZ>*LFOZtx^V3+U0}sToObEky7zq%5NyA>hM0MYE^CCpe?<3elV8F*qYLl< zUF!mBjMq-_tsK~7!?aX#{1Z^0|L{#bJ%kl9Yb{(Y9x!;pc&<%b1S^-X{Mb?S3)eXA zTCrPZK>aZZ(dQ{6&}a0;wL#Jv$v1MP?tIdM;y+3|&3EsFd5`5f{#WZb;&a<-y5=bK z`2Xl_Qk#d-^)C=u%bneVBE8oY$^RNKY>0?#jv@Id!+8)yG5yTP6Wt&slDdL=*b z0)cfg#o&}o5R6MFw(_jsvlgiVoI)WEqs?l3wZbl9!ZaUN` zq&oohSnJaI+-a;HxS?ISZ<7z34_-A`t3YlS)_sb9c-Az|4EO%gGzORp+cK6j*8$@Zud@3-zQNH&Mib{`L(KbQ>Rj zKBydZ;~9?2n4XFG(T@vy2d{f)W|+Rs0%akwIh!(!TOq*xoAPW>=vc8?KS?CCzA z_`-?9PQ@>MIXW;+U022MULQ=~CLOA7ZbQ=P_yg8SRs<&g8&hlj?vNkvVrV&-hh$#= zZ^Z?4nEtm*#H%a|`gDV2s^ z(OfGMU4wM4}2V8xmC8D;j0<$K5 zs!bv5&^zG9*2pD-CFbQlhke(eIdhvt1>Yi!Xzfkr>1%?P31)8j1b%406tWLSf}ov+ z>ll}S74)xvR$4#*087iVGzEVggx*FnX{V7X(mu?&Ajn9lG{n+*WTfnsufJlBwXGVQK6Q|9+g z=W)sJ^XcO<7qKdHZ_RWi75Y7L?_HGFg}xcdBl7elpw4tZlXzN+w38l6c1n8C$$GWH zd}cETqC>unF0z34mdk^JE0RdHu~D}zw}jU%@R2nSb7RpGDrZ{{-0&X>S4r&((J;}&ew8T#ZrupMiECVO}pU%-uU zjl+j?Wuc!})LHQzBan;ar9>0kpiwJHU>9%#iFIziIWr zh~Ur9Jur!UuhX9M4-iYqod>rwz}OFioK>m|P^X9g@JCx>zilJA_YyO_unT=NwnZD7 zRi~8$1zmB*!}`%1vHeiYQvde(<*U#l=Am--Zz;~m{(W(z=?o10=(=*^XD`&UOlnvB z;)Xe$8SS06zgm-GT^UMOZ`btga%R|`b-|>R+=R>TwQQ!A(?hy97Pw9V%KL}K&(VYbivRJ=N z?^V{}h0`_yl{PPqV#k#qZ~D^^TTRPW)(h?d)hqsWTE+$p7ZkPicbZ_s#RnRxs;&6< zi`$-f>UAJxNq`~uH0G4qXiP@=V!h);lEYF8fk~f9ev9Y{q-h$z@V%Xg)XvD=1=8m#%>$Wypu7I_;bNSteaXM_6*jG_VCh8^NI{Z+)m z;FckF6{zLv%d+B7So?HDs1U4v%pprpy5hjt8~G*suh8vTQb~MF!%6ARY}#%MoZj;> zwI0J^(8o&c+5gMK4R?nYiR_&be5!Yq zVbHP9mn7B*({Gta#KiJ(hQ*7{RsSZE_wFgr#= zbUq-poVC8Xdk6HayS6OERAIyYi-pO8e_&eq;QeMkCFr`L*A%eC3guOfgC|&fpk(!y zl{;Mx%$|)3Xn!RDd(;yOtc29*>W)$EE<1Qo1%JVSbcXa=J#CIfhjTlDd zHxubO^5$N2k0M3lKU>u*Eu0X_cyVU*G4$vjp$dkQf$VGh$LLWMj?w-I6@FKPNt(^U z8j252r0;p&bkh|3-`W3XZxxIgAE!op#?5flFCjCa@(gTrYAoMRm&F0^fbZc=L7TbK zM0~`(fsIovi2WdqW1Um&9*L@Uq^&pGTrFt8jn_gYB7+oMVh{;f+^U7s9^01vv$o^>fl94V z+hwGg57)RHR>s<<>Ids5W}sOk;c>Tb8%_^3Y(w?!IQ47CmiMniVP=~1EQ_rb_R(m< z2OX%;{Atoo)xa31=BgC^8tQP3+fP_luolNoRqEZ}D~_F7IWH7DYH)q-&1HgZG_;2} zXkVEKfq{I*wA>hNpnTeT?Y1Ugl*h!39uM=Rq9>#Fb?lr{1o`L3X_lT&SfN@hAy7ziv#`f zFmU0Wx~^UXEZp$?bo!bcqKD}!F+P(>FUz{{Zu%266oxJHByu*J! zC+_`RtAoV<`bv(gb7FOJ&9&nhW;m@*Fus4i8gkDyJwFuU3%w4i*DQmjVd?NE;#6=p zEVUAUJ(~%}=Cjv$*cmwp42)K5hTWTd{5yG8t6B&PU$ALS#b1QA%+EhPcTd997*T9tg)ZLrDh>&v;Vp2Q!HAeuqpRW{s$@x5R_VcN~Yk_f7DM%OJ@;m2E$NG!8fQDc-p=jMRs0@Jz-EHd;>U zF;o@e^wkRG8|y>3Y&!kOk=F={B&{0WhT1}M^QVnR`Nweh>CTdpAAXQF@Lta$vlOYd zbSHQt$D#Mz7v`3^T%52Qc6r`$45*@>Ne+9MAfGeKNzzRLXX$mMIu@_v@SBBDy2LS@ z9_QRU8^a6JYt#$mKa;S~+uQR}BNy8_M@pOj<>2UYW<7`R3+URJNGOeJ!s<6Q=a!P5 zV)rw;seAzunC1DeR^50Q(_Kj8I=N4vs~+>K_)cPje8n@rz9}5zp%FB75@51_Pg~QF z%qDjiP}Fo*auUIYcR}e|w|B5b*oolZ6k{}Lbyq%Jl zz=f1^9`3=a_DDIkO{32%4BIvWWFr*JHhEh@cIeS#Sgh#j-ul=WM>-ZH6wj4nUusZU z%?}TxK0gu`Zng(Wt712%g@kZ$af_ne$5I&Zj+ZR9vWLFi=F-8XmtaJkSNUD!X&j!u zn06-E5T*ontUGCjZ?0qey^sGb;FQ#)kk*aO>m4yW`|F&D^q>74blYe^t|eSp;5vm} zf4ghX8Ke;Dylyxud`CnuY_` z{bHVSPCSY8t5<)V4!aCvPH){uQ6EM=HXYvmT^A-R>sZiIrIiq3nQdc+{2xNVV?k zvfP-1qA|*DG5Ilcj=1JCr?ZYz%FWK_Y?N@6k5R;BHWd1GvM)`at;b$s%6z2h4xGB1 z;J)*U$Y$N_9=R&`;%_Ds@9$E6SQkGUo12i1WUcaS-mMA*25+wyZR5Xz)_2JHH48n~ z@X;68KG(&W`*)#%Q3uI+?bfUz*I@0PnEwslN|=1^`_Rof5yy*mUrOgHf-z@@#?#(* z(5xM4lje`mtKULtsHukHSAkz-V&`#`bnzKKXEEeCCTgTvRO7P2?I3jnCumr(%J5uB z0ot~z?=DOXNNMa6<_ueff#ZzNo@hox;X%jkK?Ps2DRKCHVEkhkx};?%R`UVJBJ5>y zJ5q6`EzeI|tQc3`oIdyK%o0}Tq)TRS7b1yg$cAs@G0rHo=WsZj$GOnGj&HP6a6apj z@b2^M&<0kX8lo-OqiJavJD-bvyC&Q1xs+l3%Au8q{94e|Ieplk^)-Q!^5K3fhPgVmNH@RZr~Bb)jaS*gpA`^JCb#RMJ9dC`7-^d5t?(Azhzu#;eri!Q=S z)d1pse~-OQ4TAxdlg)RcWU(^gmYM=PJGA6f)a?4b2c|D1ghz@v!{E=?Jlig`VTsh6 zn355CocJYm?!cXN=(BhyQ1xB_x(1~$HY{v|@w(G|cRxo$pH6LIbh$c&c+(44s&W85Rb};bL&c>;D4^X8Pu9&}{MGDvUwQ%=I zAnW@-HJQ4L#4x@i13aO)LxRHg?XJ3!8)RsTENJP@`w3+Nsq-mr zAF(GY%;VsaE4! z8cM}-yzze(@h}Uy@6V?Rz}St-!>`M^aqNSH z+*srmA{{?JpVT@cb-C5D@l_6X=-s)eqBe?+5>LMRFBibz;a}<(x1_-0PpRnP%sH4^ zyZ=vrnHPU&RvSngnPYXVO1Kg(;AFbn#m(*@dnU&)_TX$+mYd~{!)M;G@0~|*ROI}v_C`ybX0|5A`rO57IVXMT zAFJ@YC@wmEN*|JQ?4A8ee1Z0!?YZ){UYwyE-}NN@JSN_3oQS-{0{u>A)(4Kt!GO`! z{Ccn*kwN)$%CirB@ULUy-t8PwXp8M6mM1#H%Gd*0Aqg^pzWR|@4ffl_g;Jb{Qf_W^Emf>KJVA- z`FuRiJx4xhmmp&qwx1xitBQStE>EVyR%uq8RHKf!Q2kDzyulb%xGxFFjtqpVl29O3 zA2+$VR~?JT<-JMI6L4AIo}t4^9@-O4+-rN)VZ5|~*hz5%=T6+R6q1d>$${4~Ej64t zw`tZwQ+^qe%Rc+;r9Fz3JfVc*wu0A zU)Yi!4C^Fb@7ECA;VG%PPmylebDiO$;6y6+Jm88udzKcaPYbq#MqFBDZxx1*489MKre5}rR2^$@WR$Ip@ap|hc3y%X)u+BjtO)aVqaeBfZ^M#h6 zb?Cng8f`HgVI~#%LItq0#YnGTR68qp-kmb03-WNiX<)mVy>k1Wi4(E2=y0o zJo;UdK;!Yc^>F%g*y?F|+QjJ%q)eM^`d5lL`aHl#+;tpk-kvYpq`HP7=2tFp$aFxv zI^USU>0ek(EAAImR0K_o%eJ0HzR>Bm`jp&6J-7lq-s&#z_oPhiml z{sX^m-iKbM;XTJT2cgv?m*Y)e3r=`0-$-}50IkLyhc61>#q~#5Sf7v$py{u2R}sxg z>`P5uqTfvgBM)!A31%|JnYETi*D8G+Gvlln}QPR`uhi;-8G0ryB{Bx1Y6bjtIjnN#asg`gN#L zE$=oPY{%L69B1}1NvWSagw&N?VK*x;ly{?lrHnM z?HE0bUryK~U{C=4H*%Ar45(mog~81I-ztGBi95y9)e#mZbni<4OT@|I@BgX3)ZDpW zt8WWiTA-EAH$;>GJymlfc!5YAM7gZ!h#OiSImyJ2 z5cr*0U#Q?1lJYV%TRtyiaaU|z*JB45qyNy7uue-f38dq+(=A5WU&!}8_B!n`WlVU-K*#1z>YU=1jcdY z*B^yK_gyx!cWLl%bz~XyuZPf0r`vs@jSCwRFH=&v7{T;;rxx{gE}W-(dBgHP3-r^3 z`mQaO!dl6*{@C!H*44kg!MAz~TC&u>%tT+u%KP=Q4D-D(+BDa z6Jad{P69B`c1Qo;Ar)Njtoc{tzYYE7`_J+FCSgmM!GmJY%P=N*L22Vw4b1Ladm-NO z8~d6L=!~(S!+f*s&M%KUVNr!3e_!YvEM*Dg9X%n2eTBs>w$GbkYE<#eB>m0*Kd<(w z`g#)1mZVphwZDc*r63L@27H~ieh*}~ZTYC?C>#)63dqljB+y+R z{In<41g6r~`A&`#q260uvRHNi<~^Q-oD6>qBN+)kjyMTx>ODQzi8`(v(vGF15!1`36@plv0K|FWDcE_9{7Z5e8WCP6Kq3!f-q zcJZYlm1qofQ@Nby?xVq>>v6UZLT^JCVftKW*lC=e-ZvHC6a! zWz_#0QS0BC+h5mvjSR6lq1ONJPX!!w(ycoE{3wC;Y8P8czB$f)yUeApa~CbY?6+0u zUBS6Yw!)SzPMp~Pwn>lgGc>iQll74jTP`gse%o~vMm|qGY*EnwV$RH2Z&fNteRTW1 zp@9XAD9Q~MRk~x3tDyrq(ir9qB#!4eOv0jqp=Y4J7!H&iaa?g!z|tT`#t89b^ra;P z6^5~62l4YwAv#6qDpp?Q8e7H9(oQ>t@3(NpL7^m-@gNRAj`wd4xC%4>rX;rZhT^ED z(4*~j7MQYlvflAL42O%~<^PkpO`!U8X}sZNDGpFEuqjx6!O|x&*ZI{tp?X&6&qGra z96HM7dOo@jR_^#cS}xgzE%Lk;d+GC`;l|_g=c#_MC?7j_v&9?9zkmH~69`69PuPY3 z6wk>~1oI@)9pc1QIR;<3Xl)o}qEJweSCXUb$vD*Z<1vB8%h0Yp!v{vj`h$YMi@6KHz&m9cLpO5}f?5!vynUm!E1C4h|oF=Q(5swGWtI zGflAJdLHWwx=S`NZ-45ex7Ks)5~|J^8t8?(m4d0V2u7Tg4(AJFZNuRYycD~x8_Q8_ z2@hEE?}k?Ed)F9UEMbkQMA!QG4FVMhQ{lIUNE~`;zbVrYi)nOcI-NFKuwiv~Ym;6b zZrXoLx-Vjd9k1DPca5KitXmEIuL1@zk1s*}rrKXv;Y=LyyL1KHr$t`4h`PZ1oqgZ^ z^tNJnE=^p`BPk~>g(7K;aPV4_5A^e!8d<(}2a_rpbQYt@p3Qbu* zGhQ|IL$er1ti;$E1aD&VwY#P54vWzJFXBTk{ThLCc5Ht2YLC{E>28n*Z`u@V^1VMY7W;*^R9Okep~ z^!^tC{-#m?uD!Mm^?d!Tzp4+yBH{PH2TUh%c&#CqmU96bb0m$XqN%ZMTk`_Xfum5C z8TZ3!zb`I`wJD}cjA29m+wTQVM`0$cQ%~s93(PeXG$9qcVVCYM+Dc1yT>Ge;9(IF}*%oYOIg_~mjXi;)jHdBV$r)G>mljJt zumJ0)w?ocI@WV`ZVn+zG7Y<);a{97+$A1T^p1f(`!;QK385Tj?Kn@B~w$bas)_(Ja z(5G!MxUQ$=>ZylQU)fVxNv255y5|zP*$h9_JbGT2KEScs=E;%pOz5X%z4n!c8kP@D zeNg=!hAnM>Cu;RBb3K`YymVm3_1?i~X@tQnk=)^C%D<4-WmK{)|1(t2(Ud-s8CE2aW)` zH!$J!{!aWZE|{JyzaDA#8~SdCIuUbcapK-Fwk`fHY%TalWn^LvW%sC!eYkmG+@bpH zP5r%4Mpb8cf1?T(7v98C6`p~?wMmt(2W2>PKxWv3(f}tTZ_!s3d10f+U5npMWE{CI zbvJy67sxJS!3BNNIDBfn=6-`IH0qsC*s~>p{nOlK&$DMRJ=)i4a9jWvYZ>>oGmjuy z()arH9scd_p!d$*qYPyWW%FYp4{@MPO0;)R9E`feN@X;M!|P9ta-jlEF!o{Z0Uu=< z7@(y+z{=DMtxQG^cM5lSjIV$c_@6zH{d_5uuNufvrKZ&~M=#@Q@3*(Yt5dL{S6jKI zI0pk_`7-U*&vE8TXhK-cJFGvY9JI)j41Rk6J4R0*6Ne z9~T`~t~WbFp z7$*pYf7{8urRUIcSF(9S$`>=w+3#|xoq{+D3TfS!!gAD&XB^&e3_yF^X%59l z#W;O*A1zhj6&OzE9gsXm1H@;Vecw#opya8@4^^gvNQ_+hGjw?YJ3Y=`?0UY#RY&eo z4e#@UZa=@ut>pW#60}ik%q0wC%&#A)pFWIJ6+*Y8mEEzLd#GRjXg$oYZ!?GfO~b`w zUkuE2XmO_0;rcU{IB2}Y^1)rj0=u+ojEXG`pm=l9DPWHw4D>zS$bBr1?eM%_IMfb@ z@7k{HE)If;5pa52cLqiRRJ&^^E%bWh|TlGjf*P-uU`cCz+o=5r3%d9-$0%lZ&()D>&o(vrl18`RJC zJhzqGrP{P$_45ymNSu;v=U0I-t}xT;5qZehEdJRcbPzz@*)}XxbumYOn#O+CcD)EYH<+L*OXj-u z4qF#4ch~Ejz)?5e4O&fS?D%%h{JiaF9N@j1Bui5aBO1Sgc)#w&YRaWMm)cLmy8l_D z&!MT{ovJ(Y;Kw~!)xDpZT>24bMa_9XNC_kP@FHc@{uo#svl*)&=Z6A0q2C%c8qncc z-j;Rt2TV*pj9+nnje`p1)2e*)K>AN$G_mOnCR-ezvge@yvYF&WVVepJF`7Mh4T^^O zS8LB4f`y>#-!E>aYHgT#-Bs1cPK*7 zusn=!UZi)NJB_5sHD=k^Xy|=IbAO@aEDXv0&WURHiSCEGRr%@-FogX=bC$Xz1kHxo zCVnRSs5H- zy4?IXln&AoSLeUcC*iQA&rnurKJ<7VX-fKPh4c0!hm0=@VRd>2y~ejc*fwS##3&z( z#I9{Q?m{w*7~5;FcmINgas6dM5|Z%$Ykp5rn3%hh8`b{KDB^51zii zV}MopDc{zuTCirSqObk19xN+9EHM9A1s;4$Li=pHVN)`RWmZZ8@R~Cv1!X1FceWmn z&wqjSyhoSr(aR9%ne_77Yn!3zk80|_plM8-X!|62K^F^F{T=rAM&WeJu0x+=rg1rK zfyDe`r`NaNrN5Bc=?5d}oFc*VIGSMk?Z(M%9Lg!$RZw;Tdbva%l|mT|Xg<9A)%hl5 zs)&9w92my%CL5VH_COem44P80x5r5?m*{4;NvwaNBca~=76;A$MU*=GU{6HqgYD-= zur}AYQE1_Vq<=bQ`L%msO+baxwRji@WVO$lcOQW%9qHF3h68hkbF zuq+9u>#yOB6zO#&1|*%2 z=WE1vC$E}wbnMtGr=m-|kqv)nb4Ei@3TtM>Mj7MUkZgTX)8%wH4lTc_^++AV>15ZI zINm56)ax?7pWF!RjK=EqBG+)0h2qXNftOf#!saVIH8VDRF*2ri6~*|Tj^P%AZ5UHC zFiCo^g^OOX4;)0P0j&tl}|N^>#JFaqUai`*|d zTCn`*cJwJ_GIs9vxNo=Aiz|9JUbJ$q;xMC@$-XQfSm0=4%%k> zs|i=$LZ9ZQzuV_4SeM#zpM86$4-OU;PF)Cqk&`}r|BTmha_Lmlz~j@n+ReiEJW_MV zPjq`Vdm5nNKg|QXmzpqyjh)l?!(S}6FEcwAD2iczFJ<0EvO__P#_4z5$uMSot0Cgh zE|_l1B=c8~LjTD}s@|Ww@ke~o?E0cR_!zzIy)DCq4R(X?46Y8ts99IDvimtqbmFtG z)iS`TgHZ|Kbsr~BP29Mgsf3LKtlm21R=DQ#W%aoJ8=M$j4siU+1`Ah!x=Xnj%l)Ev z^B*ij;?kEZ>M!%5Q$ozSJh~0$i{GXe{n{%>Aq3uT+ee^J>h$~_*`52XzxAU3TQ5}F z9yk+e76o%c&3=6N;}Tp)=?V>@8bdM*g+8ZBGVc*}}xv9`aQrXS6q5c_avdI+q{xHi<&F($%f! zm0Ym4MID^*yjr!p`V;zZ1x~iq%fft0_g)o;Nt~9tIsEI|PQJ`_Y*!ge;@a>_ z`EMpkI2Z5qw#9!KN`!d~gm&pb+uL6U|85_^wm^eoIZkFAW9~gjdCCEDSh>Gwc-SJD zYf?9nu>(k>Hp*W$vSG!;taDlZH%=`rp4XB~z!4qVBL}>1!0M}~pAtQGJWk@-o{Jq# zSXFC4nZ34!tCF4NeASXL!C<9GYczo4PaBeV@iao#TKYNm1K+XZ-ht^*v;D9wVrX2Y zTuz|WpeHh4<-s9;eTIPUMvSGCeN2?2!A|DQ|WbA?Nc`v~jNi#a&r=p8=M+*gz^r+x8%`s^lYkOgTM4T2^ zH`Ek5YV&Z5uDZ%RB^@TG<;4FBS0vEp2xjIA%;N0B?pS};MI1HuH9qv=3eGb$Za5rz z4wc6?#BSNXfc2+Ifi|RUnBOkw>0CUHfk`QM@7fMPe?(q0<=7q=yK>^B-F5~JchfSd zvI`R^!WdZCJxigzsp!|?8UGAuYkq0oP0E%dN_9U)LGxaZtU-W5yCDIA^Q;U(x0ZSe4tH z|C=6-J(*|ZuTfdUblxvklSdO+e&mIFh|kV?{sRT~@(jRmy<=AsPvLN_qeb3}P#6ew zGnZ4m2Q@yFO)pi7p!Sw2<38#jAhVVS-BtdKv(KLiju$Ur@vciYF}BaJT@|nHs$9d; z`A-EAth-@eQSNQ>AxHww&8uj>gUDCow}98&3%l4qYk#c4(y*vIAn ziuyN(zG5ETQoK%}o-a1#m^}n7B)Ve)UD2@28)(D%Oc|G7FeDs4QjAq@rAmx!1RP9H zFwa;X!~>)+70=aL#(Fajm5dhTr=sywOvDM)9?IROG>5e|CxO z$|)dF7|61m@q2{za#vb67u#?!GV~DjiQ6#s_%rXsgE^QC`C2n?{|&2Y&i{MuIS>8P z zhn4O-iHQcoI1JSU5*Ix&tvti*6N*ZOFn z4+D&ZZA*PS$p&kiXUR-=O$c*=!JH@uPfXMgY~t96 zQcVAal@HGSvA@70NBK+l;_LB~INZnQ6-4I6frw>kV{S4mTy1jfvgyFN!sArRx=&$1 zi2ds^_g?6_=Re(Q7!TySbcSpZnkVe?}VgHVEZhlMmN8j^HPVh@M@apLyAbc_UwUZY5@#1pYn`5Cjnz4?-D<) z^x#5cS>9|u7mP%e_Bm*ELWAObIB!@o4p=|B??HZrU03)O=yGjg9y5$$pB=)%=*bnE zSE1PUMWMG@^(uBycv!kwu0YEd*}aXnTd;Be?u^Sf2JD_#SsJ*(f=fqy9G-NA1L=kE zBHOh9XyAQsH6_=Dt=~nQDEft9*nHD0FiZ_f;%t4BEkt2>U^$k1ITDw>ow|qaMdQF8 z-R>$rGn`Yky1SLJ0)1a)r>^Vu!Lr9Ol@q7Ok?8zu$$hLHNB*iE&on%PgDl-WmGytH z8D`xkS3|L3*3LXWU2=Ye}Ox^s3O038LacM4Z@3@(T6&`W2+x6+__ z@y?qC^DgM`5O;ixT9cQBJzdJ6S$ku5#Q0|dB{#26+w3^bhlRYZ-17^EVnQ#sxaT3MvH8d3 zyIDC3&4}H5Ez_`jC4_Zvoi?^AH=I+ZXT=sRFOie$8CWFfm2Ljg5X!u)C2AO{aR(2X z|C;Xb0{}rlzQ3)K-qkt+tnACl;ffW&!Jo^y!~ID(V7AZEH_-*Q^>%S&`t{=QZf%zr z-nVe|xsjdL`zUP9F!{+vF$?X+3<5*R6)2 zB>C`p6Er6~dz5(?VKYfJ#jrpe7mMs|NjY2CZTR1U4Y>pwI&y>E+8^U`cgBWQUk;GJ z?LW@{^du4o)o$+lO~xtxK-ZLP4QzZ)&7HmY0}D=FS9-#o1Z8}`(;wM4W2@RH;$&@s z9D`hPZtZIg7~gv^RP@;htaF%ZiP`^x_USECWj#rprbsfkdM1l2mTNq7g8taEIqJ(& z#RT&oZ2pS3zrlINGu9Ok3t@pa$uWr47v~(Ssy){QVMxySjKgzrNUi1K|2F1{Bz88b zvADOeWWvEz?ZpladVyaUQbeGjoF}$Naxe4?jLzj}Uj)*lg`kG`e(Ww0$i%&8cKpKS z={*?}=)9J4TWanE3|HEG|M77T{0VNZYoyWGJXmFja0j zjP(NdsO17~VU--$jL{z%++vs-zUmT%Q!JOQPj%{H=ZlI{IwjX&orpecO?R+`CfIZ> zJw$GoFwYQ0qX!I1{IwII;=oPiyHy|bOkmQjSwmO50mCELO9DTCg0PCqhjT@{;pfby zl-eKHp_lU+)%w3}oVt|3+4bfT&RwkxJ*HZO#4&Hyz85_(y!ocu#O^<=`Igxnw)zWN za`vf6Cd%PvY!H>{NC$2WsMcFmErMy+O%~XbYXs!do>?Og|gmmPnjUmEnRKjbs`W?2C=gnY+<1e!SM9H z4cye}Rctkn`cg1hCF{ z9d;rl3kD-thNjI(JDk;|{E5Q|`oF!{{~!4U#)q|R9r6mnaYh@a5}wmIF+kn^_0b^I z_RHni`x(hm{SMYH-)O<9qoxhH5xh7NJrnY%hzFWj-G1I;`3cPro(_G?+lCSC@9LuPo+&0uB|Zu3+z;bR=fOYg9QJxray^xLgOeS} zx0&G<#4;tBNX9wgcJldOO{Y6?EmP!4D3uH>%BA0_I+cPG^anmL#!^CTxktg~7Y=Nx zKI%6fK!Em|1g#SDada~qCc!?im)w;FXwFvT58yyI1gtI?M>T?V3|+eGi)Y^N(sDR$?IkV&v^MR9BD zLI)D5p2Z}-sKK7sM#TpX|AESwxIMEx>2ef;%84gkly=UeSbCK;3L+@lfs znR;>qTE>l2CU&?aUaHi_jNS_7#edN})ELE$CmA{>I?B*^;dQ(m#}QmVF3+DiUI>Hr zNf#Jitm86Map-{X1DGt}P*z#ZgIVv}G$&OeKO21a*%K+UbKLX>>$TT7JwHEUxxWN!{WCPvIOU=Hiiw&^!4PcI4sOzB_fSWoKV_{^^@PfYZzRv%I@bAW7v*_;m469Ome~kvF;q^O0r7 z@!LmmAX<33ekb2aict}C^gHYOAwnld@+ypSIP{3v`(W1rG{0V41@#mTzshqefA5LGLa(WK zOQRsRYbHz4q!~hq=gHRh`8)gP@lDy)r=^g7IAo?dq#H^bWq*V`$(Gw?sHF9w@(ota zR;Hh|j>olq>fO~ERM?WBW6#qo4g(p*BMb5dutHvCI<*vu)of;=?;l+l;+dI&9L+NMABcIN%>#F5VtoUrKY`j%1A z2P>Y5q}H(Q!e$BDbH-Nb*#9UxnTIn52U|Ms=Sinw-E3M)>e*jF^e+sS^x%i2Po#mw z|DM2vN3?YB{v0S45`9qHa}G-f%3ix)YekZ!QU1kNcO-Y+3*g^=2eW2P%r}nP;KIJ5 zvl`#IaP-dlok+&3xVU}BM5t&JJJlHXTa9U9{|!@-GeXaBn__96(>u^iIhQJ=0v z^3P+L#HZ;vL!ou%Ca(`H5EIoxd$~dS<(zYca0NCKL!Oq6Gec=!Sb>E8d+c3#>}V{1 z5L(auqsTdu0F5axl(=jcamnockDSY$P+!e3+I8d@bRMFmukm|70r4dsN5uLSD; zvM^(DY1}?;_F;MZ6_QhD2Wxlp<61}fSP}ngT;V~B*DTL)^K#`=J?C;rqMrM(yL1#k z#kU6?P}&O-;=JR^rnj)!<-LE4@iK0{|HP4Sa1g(VtMmW!K9AF)|CYq;l%R3<{i|

lA*eeNbXFUe9c$j#CDw?_N^)4Q)Rbe)0|aL7PC*iRVpMaMjqn z`BIk!l(tg)H>C)`Bp*fm#nC1tUNL>jHFq1DV_QnREL&it&17kna_j&9N7b;kjDyi2 zArq>RJ{(TDu>PF#1a`mB-SeRS8uaNa+WJcW!MPe8qdM02kj>yr&b@F4O8DyA_)YYo z=S9kQ&AE%XuwJ(Pqa}97@3j3M*e7HC`MbyM;B*|Ai_n+=e0h`1c}= z_pnGqLVDWT6Ec-XD+DV9p=JHR3VpmHv@tyE*w;mebFMdvw|UvI?*!fPla@44FPE3R zeNGu0&d@u)NgsxRknA_)6Q`gvJGh&Qg51cWkc$j2<|y`M7ZfdT$!hIX-`eHA#D3QeHcN zWF@B-dEEy1WBBz_dG}>3qf2J}O_an1^_ps>{Q)pqC75>c;RXcj>pqYVlEgvQ+9!q9 zO)$7_6l3Ih3NkD!Tg55&Vte;?iCDk~Bu8bQuuS^`%e|3OROfd?^G2W=mGcp-54~!s zl4%5Es^cRm^_egur8yXT(-G3w1KcZ}G?Dl(;+*wYUFfi<+IK_P3iD0(M%fXXVOgm+ z-Bg$lCbPUlEp7+ku=>WUTJKZPr<^vhpEeYRUX!J>hfHw3`p6yaU|B4RAB?Xz!HHY@4*t#{ z;tX?p?WJFWu;fRlx~HKLdpL~JKd+|4k`Px|yDSs7Wq$bgV<85b-gg|)S{H!jKjT+4 z^J;M!`5Ytsxo|mg^WC%LLL9zyC~rRLFb-K6Rwx$*W4p1LxWRr87~$Z1*kGlA1xt0k z``J@=I7MOaao&G0*tO?($QMf(&s*yJ9qt4phmKH%v~9qk<#D{t*dRxt#H{dPuo8$9 z;5tE{2n%tqDH8}&1PTS`ZtBk6FwjHq;+h)i#l_jf)OT1; z!Uy~w^DQGVec{MS6Rj&acKvW>_J}Nmzsam8mS#ie7nbsz zP;JaIHt2iKCyZ$V)*mlEYr!tN4}-zsW^$B#vO`6esBtpz!jaEr5|H&|zpr$>I@bSu znxg(j5bHU=C|qfuhb4!uOTB_iIO?ey8aG6Sl!yJS+!Af@BRHl1lGhDfzR2~{u~Ht$ zHA|%2DsJpmkQ(W0Uc^3L_7ZMKdt7~;V(oNl4hnQ0j_?1s3)}uhe-^NugyH{=+_|hk zhpR_rV+lu^a5<;?kHr2OT(U5~SMSCG{WAOa@!gSyUY`i^?_b=wCKR70KJ^eXhz`aE zGThie+W%&VGY{7f_x0)TDS_U=f#VnNpT_>LyC{F1qQRAq@%HD{jd1o?_5I4cI+z%J zn0N6X1rF+&3dxSD0oRX+4uDkwvXN0>y*=qtEKcq)Jg<7$_skRyPGOtX|SMr zV?+tbjg6TU#%)N_ew#5Bxr}|2_B}`7EG$_UD-;Y*$Wc7IqQg;f8!EDuuKXMN0o$Ki zzF)X~21a~N-Kw!xM~t-hmUy5}m>ZoGZgLnJ7l5DZmR7Ky|X95X~hA&o!-oxlH zX#U^|!I%TzquiAmvH7**50<1#X!zav`n)Y8_S+Ven9)qYRFF`X%yb@ZG7nvP@iY#X zzRq48<95W=k?WlMVoG6BSm}|h*n4>QUbgjYmJ2R_=Q4|#+>d3)g%k5z&q5RZVJ;XO z#s;6367_SZpo^`_sWzDjmewlnjs9lEt{$T-7om?(XL&KOCw>bGnTyXJ;4#PGv3&VO z;#C~}q`7Q5`yXx$UCC}|Yr>_;ZJ%T&KEkcCNF{muZ%Zd(X=D>!y&B2gO9n3h= zxJk=VgUh1ajb}3op{rw1*{xR+YF-|V6k7TZW-NU*E|@#vmdkL@p#lkL(Z0T15XJ`@EmQtVrBK)!U!2Z6&eB!1xwtuDXb( z6CVTN>aEq?8?I2+xc_)8kr~Hn-ZfMCxWH`7)WG|<0xIZr&tSeAM{eDZylQa*NB(xK zYOAWkTxlY`?#vvv#a14@d)^LeY|@4<*(%~t;gp@gelH*&vNE~pDgiTV>1-aGEHL&$ zxFy*A9)V)UboYDWS8Tob*(dEyAXEm`1#4)A6lNO0uIDJ^zMW_1)4AI_UQu%on z>LcE%%tapF>A6Ft9BLPFUb{Z`!NW-GZTXL%B}K~|2R@#Du^?$0)~x=A~($PEpPI0%R*KzJkq_36KcSeVwuV88id~KNoIskBvtAI*#4u&JYl@x0hEHF)>F;zyBcs3R zALqx|lF}R~yUYUf;WIX_iJu9S5zoi27F!}|m0Ezt=oyTh3J?#lVaM5@D^Yij`NMKi zK!&MEE-s7wx)OKfHZ~PsIv14d2D6!0xJG%~k@(RTb;{asVLQ+MWrYijdG;xpsvgFX z!_i6>$0DF5?p^)%=LM)*jylbudjsZs>{o2+&Ovo1+Yu&_!!S5-eEjAPr)O@@QM)-G z$C1)Qt6FR?a3g@@+W3cYSR+UCeXni8agABIa?ek&a_4*!{TD|V>J2^coF)J=v+K^C z(ptfJX|7>SnKv-uYX6MB=RL0M>(hH3FAELwRAtA$Y~e;K8*R?bQd|%s-{I=i!vRh9 zwiA2SVQOOZh5qPSn2Iwb^fjgfd9Co1WeExUb&fUB>bqef!*}bNy=%}GQL^=}=sONS z32JpA^FUXe-HZ5`H7Hp>CA)hi4i^IGD?K@*<){KTG^>(LVU*`?(N!lGDEO&y&f5M0 zj2xljbgoXo61@|m@~5?sI3ggRTzm(5lUT&L-(=uS?~^kF`^q|M$ zQ%W>UYb48_{c4QOCoXeEDcHi8qA;CD>^Kfqoek^GQ-oGE&1fpkNhn*|6}w0K8_u0R zc&@Vj4T0Jw=_kX>7uajIOgQ?97gqN3>mHN50Asbs0}t4qf%%c{tTtvth`R7_gT>e$ z+uvTycyPoAw}WM??;AB@gRRn{;H_@#F9>wi{?7i-eBwD@5IDg2XO83+mTuh1z1dF-kY|I03#P|%_MKj%I)Il z_X|aZ9%oPC+)Zl;VR5d`KUxe+ zZEigM<_h@S zfD<+;<`#b|a6TvYlU`U36fqxi*pvPb%C*yZj&j?BkLDcbFU>G0*rUq>4WF>1iLOrP zJr@j|Ts*4n<_KB3rJRAcRTd8rbB*84 zU(Hmoptxx!5w%F5VSDzNFjs}Sw|Va_GLGZw94W~4TQ$_*SK#G3z_-JDG;a(V6kuah z1lW@pVb(L@$E89_7_q!1*09k6i8lnL_PJSO|KjFc%O7r7auoP2=01j@OMlz4^k3k> z)&DAU%nV@k@grB>p658nC!smM%K#^IqBTSQu!0LgqiA*}2d7@9_dhBW!QnOkiRU*2 za8!Hj_jxCMXp&TV%-@p-9XzYP_3Os4V4EZ8`9K;5*2V*Z_ew$ACx-{&kAtA5XzRa6 z>R~W`6~Zq1--2~j_ItvY*yJcJ`@K7rc(7@(sMVcI>8diE)EwwbaS97^uWVA^=y!Gylr(4HwW~y)*P88uwlvfu6ND{ zm$3NcflwB&vp@{>mt=i1iVKvq3PcA3s2f%exOapPNV>#^2RlA7_;>8PuooXrhEf(? z-SKszj|;==u01ecA=c-aRSe6<8|&m6eyrT}kaQ=@40_Ywj6X8@1{HmxhqNRoppcd8 z{Z`g86iP{MMVPt3x}CY>!4Yw2qsXUK8hZ!f)XYy6mqoB)BrztQ@Q zEc@jBUtr^NG);Y9JdE6>QHa~cgT(8Tq=|%PAV<5c8y(VynSOaf-B>-OhbQ0imfVN6 z?I({p%hTe5NKBHerJNTv#~Qd z_Se@^X|(wruMij?1q<r3qQ#^SBo1Mty-STZjSuvGQeREmzlh0p7v~cCY|-TuTaBIJ9hj2lI=#&O zA9NF5$6UTMj5GPcsVh%|2$V)u)*NxkIMlr7Z;kpVoJ)A*E6p+ptqSJ)Puxyn+oP8$ zD*3)pT}|bqMcColXF>Ykh3Ikp15FVB=|mie5uNO&ErHdjpJ(13^@pjauh`8#vE!t7 zGdBaH7?3TFKj!D-#bU>2ksp5^gyqx1((=vHFkL;eOX9`=kl*}Z`+g!8+WyI(NgQy) za!%(z=H&~p%W^J~Zf84U7J)tqmb}uwK3-_1qipA5bIE1Lnj?+ujjGH=7Q*OMH<26|{r z6D-+d_YG>e3St_TX<$QCf>J@H3A>GYoVC|ncJk;{%*vHm?3$H0&U|qi#vG^{OJ8f? z%G>JTnlKjZ8&}IvUi*&oyJ*Lv$ZZ(0SGkQ*X9m076fcCeoy5+0L#FdL_QHVFqt*q& z2V7C;LY!pX^&;U9=CosJqP1Grzi%M8L;VKJmdcGSZEXyHQAc+(0es5XHkq3=j(~3u{F;zGpqgX@v>a# z5tfOJTzCxwCDkwSrX!A8)C(My?86-CR*r_f=WtUxRl)gr2eh_48ezy)$HBEJ51z;^ zobh70){xDL>p#O)rF9l@+iWQC(#RQDiaVux^Nu!-3;ZimPuaWEtB;g~4%9*Ry3vP+ z!^;G!>z$PDJ`Zs!?k>+z&>53Ix`q3%QB2`&Ff$gQZHQ4>6dB=;KbtLpC9yXS_dC;163 zJ>|70v6|yT$G;XvT*36YS9!#i=a8+dlH&e$61PgShtA0EhB+?xlyj7Kq4*gwbh_ju z^eCkSpT}2Ny2iSP`tTsGkgGp%+Qj2f^jcZ1fh&?!7gA-K-s4mWaB;ZrhQ36GHsdh? z7*Xmx6R_G03kTT7W^R0fimlfIA}*b<=y22b{hP};-gxS%%XbE-u%2)_I4yyd(Szoj z9gEm$d+eJ4kq*mEHLZSc--EF)rdsj2zp%}8axAz1D2`X$KQL31fmKx}pM@?uL3Xkk zYHlJfy!~62EO8O~OQZ90qCd&eoO0WLRx1~?eI8HDKeL41u#AUqM~-2!#%G$`m2KSq zdP=Fzz5$1R2~0TLbcL~qUtUx@bKjcp^j&oHK90OBln&ET1oPLEM`dR};;g!b>dj~B zI2qqeW#JW!3pcde97ldZ*Y#^(j=ZkI>GKPhpS(E%B=@4<(htjF@NA`D<}f#gnY2pF zze$Gq2v3*c*ax_Du%+}*EG=}Z)Cy3)Q^4B(xBE|9zL%rT$+73nPKD+h(4$4E4<$Ed zxNVLF;I=krrI+h*EKnynM0sApt;d^JTFuyCdTxlxD=1z5}#-^a`w3$3TxUm(1?J8FDo5|KqrJ&kYCLb+q`$ZDI3E+1;$N{WvZkcWw3B zB7P|#tI*wHgVi_k4^K|c!h-JO%f2?eIJIEYZYVX1V})Z^Q`~ZKR6gMDi?z!Tf2%2s zUF$bwy*p--dd&|Oqpf*VuI6IL(%nnh6z75TB`3C^MFvLr1O2Xl4Z~*KUH^SL2djfM z^zS@V!k>JPm&nw#SX+`da+;0;>uss|TlY4=KvTjkmbf)6TfMs?IU$U_nZMiesi$#> z#Kk`J%?f7^RL}Xk+{Na+_XqqJf56&w>+s>Rls3S?`ti;E!@wj!xy|6@! z4Tr=>s;Rvtn@VRn8jK$bdo4p&>aGgiaWqG9Ponl@nL#EeVJ4*&j;UA%A7 ziXHo2ls~h74fBPWuQG3FVACV zmc4`PEOt%yN1I?OtVK-Y4C1mLl^4(80&WTO{gR(k!O>3^m&LqaB3V!56xDZbBspot zYt(1J!03Y~xgK+Jl({nh)w66uqpoLWfZ{k1bPi^T-57frb29* zY~u~VavV;JH2cu|3YRU`H$6UW!h(@9(KX`1U zQLrR_$=dw~7p}ak?R;DaZG9GG1t)3DU3w%>iUe%go9<|pU<_FqGpeWm|9$PhMqiv% zKf$uyiE895!YMvF=d-DvIBagqQR_Z|>z*BLPrQU-q<8XRcETDEUK!KG$Hc`pp}WUe)flSQ03L;tDhzqa4dVPtGO@mw6zqG*67MG))b zQz&eY*1}-@H7lkMbvSLnmTElt5qj^E=3d_ahh$H)>rFRvC#^)kG4K#c)1U{Xg``H zOdN-~I^pwWCAHXSW==V>bOfgdzl2!0J43&i`Y|v1Qdrc?q3LN4hS0x~eHPI?I9Ii_ z?v(leUj63ZYQc*2Va{8kJ04h68e@_1x(<^s^M94`8-Z!Y?xnLTH?gtJKtKJD9E|Oe z+7RlQgkg%y{CA(X;b1F^^6sDe<*3b+w~pq_;c`{^#L6EfEE_l~((^+WMlG!Nciv)w z#ZTr}opVniG2J$Ca-##5$_XZBrxI{FhWcgahXh!)o$MCV;DD}ck8E#Y5wt%sRHi$z z4;B^k>e7_PVSH>sGn}UZ$J8D^2`if0$P3($^`8daQssU zKhv5ihJ994PnfNRHa(-hkWot9dJt#r(c}d4XU|Xu4Uw=WqOU2qfPf>8#qS<|{)Jfs zUml9*<49Pv|2Y3|RG>^6z!)VLUpp|ml1 z|46f#z{zc`&yOn{t#@K54;e3)`B z*H`mhE+%vp7>uNufgR_k6oDop#{Ha8wzAU3CV$TD%->U+Z(kN_zt=(e^F)@*eQK~uq&$1p?Fx*j)^~Dl$lyq)@tWJq09cTT@?ue-!a^~s z9}JUBI6-rc`Gl|$#P*r|{S{azM|G*JvPm=q>J-Ff_stDLx5qx#dV(-6G-}uV$7e1_ zXE@CX8YVp#+>a|a;;78*4U?>g1PU{Gia)(wxIJzr8c4m38SneHW>$!hb^EIu z%aQLu_@u>53`)hc($`bF*q_7f@4~H_qtTe~IBV(4FN6tlBKwx5Gmw3zO62Wsz(|sC zo3u9d4sUI)3!ThB@|5kp3k-K)NkwbVR>LeTz1{U;y6QO09*l~;zDojPp6iJ&^uEIi zI+Oh5OaUAa4os9c(?WtG?}QGQH@4EB>K9Yl1Tve<`NLek@SA(1?Q`x3wt7X&kAD8S zQ%?>ag?Jk#>KyYaJoM!#uaGZ`{Vo9)QD;CZ{UWpD_t!&#=K!OZ(h@8e-&0!v8^+vdSSmaL%8MjJRB*T6`_CYD@S8^ zb%2lMG1dh>?6i9H16rB((JvbIVn0ju!T!W97!8oz&5}5S4ZWR8!Hg%6wA%Qi!m^M6#+Ba+<#isa)mf`rfizUb7%y5S9^pwEi1swQ#+AYZ<87m|@WjjaAprtT1 zrch4`+V&l~r*>Tg6Tt6#Z9o@p#fZYe*~iJ0xCiGEFj8gq}w~Pc<2DVcgvBE9%xkxSDDF^w;r0DEnx~LD$8BLsdzi z;xriLD5*8CTIG0P{asga)qBMRD#J>zJ_83i>P-pi&shX4vsP4YwbH@po8AIf@(Xr& zQO$OY&IT8FpDh12Jp^0pS-o7m{!rMhFZ86g6M7EpdNax zWKb3PNS@7t?)r9}qnAx#(5B(vjZrEjw+B=H{P_f1u6z=_5`G1GRhT3?d+x*R>oLPX zdvWY@$la&Z8-jB=Tj3V9l-NjC&WulRm7@-N)4Uc`0z)TB9E~*>VQ6x5MP^tJTQ9Wv zHBG$7kvi2q2aU{dLY+TtuEYac>5O#aj%;9OGW%RWA`!Ds#7}g7{)$si$~ebYf}yxv zu6WzvryK>Prh1fRFBW&3(49`*1rx`I^=g)Bai--XCJto4Qv9$*c;yi+ka`7RZUOy= z3wOJo;KKDYT9;MX&7m&*(wY5&vN(RMF+jT33Kr#U!kA6Hf!uI#CUr~`M;raGb!+=U zlW(e!z-2jHiTGQlB~gttjWNXcRY!sN)pI`2w4OjgE3oiq?>X2sYqIR?@4z{YCFdiJ z0YJ{M5=_w+#kFtaE(s=4(8ZzjF@U`ZVyV~Y7EZTAh+Xdc=a-gX_+tX$qT3l*DJ1(h zwvEC36M^hCmqG%CX!nV2l8tz!JuKe ztHQTf99#*OPJLO51EMR^CqEd#pwKniV~29Ez|XF{QJn&ZWB)L%b9duBRh?U2W;r(e z6qZiQJOMes6|CaB%VA-Q-~mD(aP(41?;e&vSUGU4D%9^c%nXPNv6@Ig>Fzf&xhE%} z=4()toJ}fjFfda4^{it-huaKU*#R0C_g?>%yM{xu*5!O<&N#94ENDIL2o$@0GuUhC z0+Cxce7jcn;Mi$QVS3jBq%eUwho(2!&MnMg{P~0&<){50&kN_`;2%TRFOgv|c$6h} zg0cwax8Ft@oIHfn3sVFO8ZGSe4Sa66+;iWs{28?h+jV+@OD46F==zC8T40|$c2 z1-Q=+1Ce2ZlG<1k$zLx<+3$FCKZk;2A*DEW-v-CX$4k(em8YnotO0|CH~NAvrr>DU zMdmy+LCCn|>HkM`7;3&-z2mtmPM~&)p8YYhS!qiIBnBlDkhrRvHMD zzJF5^*^U7*RgcqPlMkl~OA6lUDdSXZPIma^*FbzOv@BLI2*ZSq?=N?SV$=2L)aLtc zP~yFOW+u3Hhx!~bEy-_Tb5sH{!V7ana#0x`Td1|;^wv?m({K?+rQ6i4=G!)hE zUBJ~`-E14mb{KFfmJBmZ!uDMyw`do%k=%KG?nZA92C0UO{%3O#m*SdB_jF!@X=WX( z#5r3z%2k^)VdJ?#a-3emeK)XC=v0ii2N8N`w*6=7cKRFk@*K8E-?>hiy{_?=NIbyK z^ZM01jIQ3SoO%8gXCIltg^#CT{sI?CtY{k-vu^vmtp5+ml4s*BFX?0DC#NG(8CI}t znb!R%VGJf#B#xz}Izo@jgHIdbMmVr=={4iAVw{=%^;hEVBiuB6$V`{)f+Kl8F;_IM z;!uXzBfF1!&=i|qc{@f7rWjA0io7I@HHUv|+i)W^_db~P&kt@wG$ zxZ{{~hj67segr1>@zk7=?!kJvK_X^YWVxOHNijOVcEl}-*MJ= zJ=)4M8%ZAW>=|4mFc|7RCO*3jsjdZnnZe4?7GiTIlKKpEd2B3uBo;%Al`?;;ayNWC zO(>H0YQ~it`VwRBuHwp%7j5k)vyh}&x=`J42me$qvfZcM!f}t+dMEdXU}JT4=I4QL zI6kA!^@{H`uE(Hwc;+nvO`@1jrLYt(B?rYlmU}A4;MgSMb=4lrIJ8o~kxQ|=NsBwn zSRFTbM8Z-lC1K@0)zEo*duXb*pz(WTh{IF{!cW|`z}NSf=_uZStVt=KFOHSa?jp}o z`yT^jl!*=a=F&nvD^t4TDc>DWdOkhk=?Oh%aXaKceq)UT04OsmqZU9o2<#jj$PcBkNoP#B8FG)bf-SR)Z;NbO>bjdv6mu6sdM7M z&#_v|BsZLYx2l=^c8fsYR%b=~=`5~P_T}#$Re-60w1@2`-(g5`+qdjSFc5Fe9Q&*J z7OL%QdrO~c8Hd0MFQm6pNtFz+$U9^Ch@ivXmf`DJ0M&fGB zdvLANYxWa!>rc4F321|o=dzpaz-@4%We^WSY8nU=S zbphvP*$>~&twiD@eX1e;Wb9|{iPRZ#z(D~`m;Lt<=QF+ghV8R()A}>_;KM`MM08rF zxc&iWBs+qXqTC=&?t@{>QWy?hdUitUz;h(9_{BX|ih-&5(Zkuj$8k_i2;QDF!BO90 zj*KjQBstR`JYB*LMfIu2V{e{Duh0E#o*!ahMtX3qv8xfP^Oj=RSXv2`Y3E)}9^Ub$ zQs%PI%_>}sJR&-vd;(U-p9&iFal*PHu1l*b(6uWzkic5FCBo^HwP$3uB*aiN$AaYmj{9DL~Nct zO^>UebdwVe8*qU6a?*95K5RSf?Jum`jRTp(JkDBXFcCt@6}L42@wsH~Tdy{;g%GyO z_dyqyc|G08(~Kfep3aZToZJV4f2>(Jdv?~ba{t>;G)&OPz7+i-KMynKZy&VDmcqV$ z&AWOmJE6_&&)^dQ60EYbakxk#%;`6I(VF*R^=EmWkdvi2zJ8SAOpyRg^gBEERSaTz zn82xfO3#5re{hNZ^&KWogdc?Lrq6vD3P1qU$7POqC6vpXFLg%KHn9$`}PB=b)vX) zNdv|f4*7`nCjm+5OM*_27jE8VfBgCwCoHH9?Jd4r1G&g4F zGnR2MRJ46I)=?4aSNL;W41Pg%u{ke`Un@*rqA3qglps*0it}=wGQ?!9H!+pNT~Lto zRApw)0mw|d^L*JQk)-;?u+-ZGwjRA+E@>LX$+()w<<;M@qdk!$$tMIS4t720(pSV0 z;;XR}lp-+Y$xW?cql`7XM%~i-|-{|a3#@}(vHA~4QB`2Bj%7~Wv*w0VBfQVk({2$c{ojAl{JM_QLr%@x{v1G}-WdAo?vLHZcedKE zoq?K%t4fn=ovLTKwWlcI9GlTfs&cup7v%xW_`%kZL7D&)xDQ~M5nVsbB$_8w?l1;?+r^?ab zPow`%vcQUGUs9F-0z_Wp*|upnf~M=ub!H#Uapk-32}YB0?1Ls6{=f(rthGOLKWiP5 z8B%&9>Tf~i?V7*b{8LCgY;8YVUI=6H6*KL|Ubxa0tl*+{4K^JF?fD!9vE`VW?KhTF zIQ-CdV{ADFvv2?A+oeAX#LSCjf$shnQhS_i-|9 z`z=T+Q*MiqQGkMdwq6G88n8XOd_h0=1d`up?z1*0W9W>RHyzhH41FI6pPITVN6GsB z%ZKDZAd8rVwJjCm>hWvuqzP(B)Yuq1*%b?I%nht6l=k?Am6lcSrYnvwb!XkBV1qSh zQG>(HAuu^%+wwI1IkZ&{7=?_T$Jy+_lq|g#=r{1YU(rzlE!Fc-529f3retMLdH}So7DtEJTjJI&w(e+QfX)sZmKRT-;mZ4W z>EGFRLj}u2ce=<4Tv)1DxkML^g=Zw4PpPUwZ@Vtt{D3damrET|U5}NcuU*t|(Y}OT zVdmvSA6;-gis@(V!X{)5Z2p5%r4UlW zB@dX0eO_|uVFqp$>4>L(D}cE9-xk8}x3Gk#Ifb=Y37QyOOfGyHgr4*jLCOv$Ad>x< zdjIZ2l9780hszC^(AX|tVMXXqGn}>UmBgvJn>sGpj<_ylzv>|o3q2>!d{Y)|N7C`U z0}4Mxuyx+c`L;$U5bugvYb}RjNzf0zgwurpNIeZ?28_=m9v`;#FH#U~N zf&ZWyJM7P7Omoj;!O?`LV-eSJlm6M)=XRwK)?)f_gYPPC^HQ9Bb+61xR(KJ{%?GS4IqG?X>a(3ir}V%~Wn4Z5AVJwQj-v5vhpl6!8O zG{V4|%XszqH6V4Ww;g_G1D!XH7$$D_ zao5?JVt43e9h-(gmsp?&B_ZXBs|k`f=;kL1VaQ^M{< zm z^=RXYpJxBz=!-BaqsnOIeha1#R9!dTXu}M1vr`t?4LBxoWh{C#5Jy53`)R}_vGr}O zkHbC#EG*>Ct{*%IL$q`M?f>@$NKrSI{$AjKwfzMyWAR3?#1=9_$*h9Kv#IWq%yKZ{ zoh@|;h%jaJI%Y$ggaa1-jdUv)vF(vQaox}n7S&%>qyx`p2j!rq=!>hp`-Gl>I&9Pnip+$Br zJx&ierm6@k; zJj&nMZ{G)=2yj97-8D1$tQrC(XOol8NyN4Iubw%FlW`_I@xWZ_3#eZEH+s_{6Xs)# z{hC{haHc(i<{eEe78kyY*5Nn9p4WSd#4a;J$G6=QY9AbM?!mi}OV1u)OSFu`{x zD4aVM>+30$j$LXkw?=cwSj+9&!7hFm>jI==9*`!n-O}`2l1&|~x$=74H|U3qmlm!6 zc{D+(O!4pW4lOLU9V%)4_7dlPEBe3f98m8|g~ibP!m}J(Ft6Mn zbzMgdi-rey9Ib9bL%RG+q>{&lY&LFjJ5A_xi#6}!zDc0|$^2G=e*=>~il&^;632y~ zjuSL8zA%u-pckC|8aJ%hQx#(m;kh5vflc^Jb`77506LWMPpaI#DY_6ICQoqcf{ zntyORSKi=*l4RRoW2OI)j(yhShX`_wd$Zjj{hLFTrq}mfcMC>$btnSm`fJU%$YRjE&hv ziQ`bif5VpNP(RK!8xBqOI$&Rm$R|y^i%_52-f^{Q1}B##CUdB&u-LpPhUVD^oK?FP zl<4M$%av+}xA>0Xq|Wch``kQX^5fOpaSC&hgzS58q7by{^1BDqhNL_?3R*`>yPV=*#+MZ_{873{YQi zG1<=!YvIklEfwyN{>S||@eVIczlhP~;T*v=u2ODx;UOF})u=F?Qh?gjJ3V~?zo64X zY_ylw8Ye|Qc{8r;#r``y@ZfeeHvYZSAdK&EB;(POdj}l|RFYK+OS%Y?Zv>~NA{1dw zRc9*T82tZvC+CI60jN`LxNS-?1>1vEZ2l>n*z{OB&EIx6u8VzUU6*%8lKbuN@p`OC ztQu4`h)~3ZaBYmJ>Kon;||tk%r?kKL_|unc;l8LW~D^5Gelh|DB;=|ahtqNk%*jzYz8T(2h`=7toF9kwaKk`(ziCC-PwXf5 zY3wKgkba(99^|Ve(E8h_#Vm?oGy5;QNed=OIh0->ZRiZM?lR{Ci+^IbN#}fsa1V|V z?2DYe(lI$uPi4{MC|2@Z+me-ugxS~=cBS4N7_wKQuU6BFoVQnlB!))CvYn$W`oLp z4GZEs8-i%*V2!jLk?$)BMQVEYt+I%)c<6HYH=8C{8j^@Fc$tHFb>i9y;jA##6vdiU z8iW5)kO1Ju-DLk)|T}Zj*(6=OOm-^Fr`r2 zgjnPn=_QVU&_OPFoW@A%NZcaR_8pw;YOfi@!324bY~xn z9$r1%69L_|CNcTJw6GA(>Ml`|33K1BJvrz85ejvF(FxeH;L^nI^JaUm!i-a<+VyQ# zSZB(6$)Vc>jn`T^a+Q*?LCa+2wstT!8$NQln7+d^_g@PCeHw$!S9;U`-08zEe=#?e z)FU`$KAZN`Y7pkRyeYgi<8VMk&moKGit{edi`<{z#J=PE4(n6hg++gNSIJ}`(7uj$ zSj_ze!_!-?vZ^vb>^xFuB+m%h<+lp!i}YbMjjxt9a~d{D+T_H;=IATE=PzBd1`J1( ziO}9?!IHd5Nj2e2X!)u_I{WOD95ofyw0L+fggTZ--Kp2c{?&hX`s@T?-c;A_{e=`9 zl$ztt{~iNFe=0c-Z7Siywa2{8f)C`V|7}pnJ#>+y@ZYPHEPVh|qg_JRjPr1$K_TpR zh&0v&997?h zu0_a4Y-j(Szk2Z-ZbXc89zD_swfw@VN!@8MV8Ty6YPXXsAM6S!?#4oMI#*C_FhBIO zzO1SEx&fQ#MPAJuAA;4Dg0WYTYcMsPMN?3eju}dmOtWQSFs3nD<{rUNB>X zmDb83uKp7a@Og}tQ*%TAi*jYHjRVkfs#VV6K06f3d(wm}Y5_6bz3S8hkKz1mQAW%FB2#hy#2y&=mOE@_4kj}!7xnGCHOjsN^aM>%IW;O z+Ay(As(kM4ggxy;ci(wfKx6nz+JHPQ%z5g4LApa8C%S_C&Q-d?ILkd(9}^o~U{m0| z8f=YYPYzy=UTcM}r+Zp@1frq&1A~}aK_w)-x@a;H^blurYU8uHL}7hw^y{HrB0#$N zAkcS30SA1Na{g>tVx4m7O7pNIj_ohL5Tqi7!+s_6=i9Gh?QBpaX9z1q^U_?5UR;o0`r$!0 zft%;7)Qe9C<5nwa?0R$!7T;bqe8}(t=MQm3te25-nMo>2JTV(*y*^%|AXnpDBU5DV zg+I_mnfC4UUNu;xTyRZ0Rflzh(dPvl#jsuB;;Hbv5)koyD^32RE0Byna;r^`;^fr{ zCqq?XnAR#ff1C0)zNTTUB;M)3?Y#}Zl5hDV`HEhx`AH4v`mf^T44Vt&XEIu(i~NSk zI|c!nqR(+LX}7(IK{E8aKFxV^#t8-_-cI102^8GjtI1cg8*(Ozw_NrQ;NrJq?Y*8e zIHh*4qq!s-YTHG~W()UVYxy%$`cFYVorakrJu}pweHv>v`xF=I-!d{3@Zyx&Pt%g^ zURbMry!GPcJ?Oc0&E0|aDm3ahPQD9w!?}g`!+FEsuvd60!e(m_7K_~m9ejj=xbW!L z+xl|cBzQWVrr6;%`r;zv)kRp+H(%1cTmwt{oNY?<0Y*6{q)#6{iR3}WDduzvD0peg z7DOSBhUD zQPWv{H=OjSzW9OZB@~DZa2Mv90I^BVn6rExhqzi@WS^NsmHLIF!}gOH@|9kqLz5q%~B8QSSuE$+nR0%(Z9m5CbyVG}k z#ya3XZ>OV3{_vaS{n0k;yJ5hUwu=ti2b9yRgtc*9?T!B8#42>3STr~B>cCCBCY&-R zk5hifbI$y1gy|pi8!^R`*mz9%y6*>d7+1RcSu0r(7R$~kSGInFfC^@xKYPx}Q8lV% z59+SLIM)|#m%4q>A9OFush<)y)znW~-rzKrO+Ry)I7%TFNch8#XTC zVv1exWa~j3-C}j0SLg?sT2o>I;B3!Z(kmDxOJ}z7VWa{FU%kUeA!?HZ&)Z}0)T*Qjt zdJvmVjqf@3NCL;TVtM9d6(L#HnrHT89t`KS6?i)TgZURXdnQAxa5<3MsJoX5w$7Bn zf^-$s3rtksuRRNW;tDPwV@h!%;BB>GSu6%08W(c-W{y?ObmqtSC2{5Q?YHrl6~Kq~ zbM{qVLrB>a;SEnXjO|&be{H12a8X<9&=gY&ELWR3Xf7B*#*eV#Hw(Y8TS(U1Mr;Zi z)Xo;i7nvi;v`xz;CKr}HGqn2~N3nk~h82%b0!eu5T$-~M_Fv6Tt?@hqgIhes<-6u! zAmA-9B=y3~ppwQbr*Rw%x_?POm=8BnE*5z7(!#tkYe=Na5R^zKQ1~}J#ClbVST4T+ z*nBZ*&gVP@EwX2x3WU2tQ&?fP`_?xM=qfuK?Yh(N9X%DK6fs!uo8$bVXoXWbuZF!> zEU{mf{odNgbR2}t7YYjhu=hf~|27t5YHK5%X?zycDcPtkF60;U_-vIb(;nO+V`876HR5H-hmkCw#0)I@n7W5 zI~|64Z8`>#tU2_%QPOm=Kmpnoy^>qj=wZguzGL_4QS>pFzwq=D6_%cy{{^d`VSB;- z0iEy;KTEbb6zX1sh0ptkM{|aus8u&{?jaj2+F7l2E)a0zk&De!216hPCwU$0ScS<) zT4Dc{2;=CpejRSlao8F#?W+&t1>0>|sSfBGGP96tWrwYx;o?9g zI@t92cW5qcmO!EVbL00LHOSs`N516}7cS=SYtyml$A(KSf{kZ`a58}I-rM(2aPYIj z`Q|ZmnD6Z4-ld?9)2xH*N)MmF+UwiX|2CX3H7`f9?|=p_HdeMg8TP@(kYC5nsr|!| zKwjx`y1hu^O=18a0hqk&kyvGZ61zrrO?=}=xuI5$Qi_2`ZumK@+d4;tT4>-x$F}MoCeddL z(Aedc96RQTb5`Exc`^lX{$jCq$k8xdE+X-q5oCgTs*@)Cl##F~>b*ykv z`-~wk8r0v;F+n#eR)Y}kioKNjejl~&!kk;=cXn;XMKg0h3zDM0XaYAis|6g^(c{&Z89-(->wXBQnn*-{4vIe*?P@Z`6`AZlT@!&Z3GZ(w)<}~y7^1(Q}yGZH8 zTg-Nfb};JG!llbxQHM^lz;x__i8$3IZ2R+FY2q<0jNc5?>$_qCLq+>0`^P^+*In1f zRL#qcXuY7yoTK>G!0poa|o2f z-){yes=#pArJQjg1*l%XuyUh{A19vni)VHk<0O@9$j1;>tnVDQK6XM1#!iM08XDig zp>;V{!DQMUzYMXKIK_n1S5ID&J9_{p13Mc$trKwIPwcSFdKr{Btkq5Tbi#vQ$ZDb}Q3^?vts*kAcQUSH@4ffl>l}`~{{D~7!|(mN@9X}2-tX^&^ZmxG zi~$F0r9#{sU?H0IqNw(BSUT$}D|S5{7KfT5J}Fs1Pn-XP@iK3m8fOiX%eaMTu4{f) z@(!#za4Fkg*M)3ext59HWc1b5c3?5`!#3l$X1jEGpqowqXPgNe3>^~+U<{arR{v+* zl2`xYWLm=B%PN0iMx~{EgmMi!Iro(jGLFL13HO8a499RmtYkcw(G>f&ZOY@*OQ7L9 zqhp+YE&hqn`S(1GxOr5sJ&n$0&a%M+*neZZX zxJf*=+*yjv51+BOXwYB;6UPaIz`IB`HPyXul?KC2raRTQqH*y^!tI{oOE3}k$;3ZYQnZ$uO|{z>M*OX+W1@R1f3bAf@ViG>M?b|SNhVe85DSeU=wRTOrq3cC_MUeRE= z22sZv3Z{vlV0hKoCwf&GiQawp&YzdUy4_|L8T1@Ps`cNr#k(?bxh-+}KSLiNUz>SN z^YM*G?#wx1&gh2K8oh#$U7p(Y?BtK_X45Z{= za^AJqu{8IR-mTrDP;VJ{x9X5Nj!Cm>6RjO^PDa}?#+L%~hhDRtTnpIdwDf0pE3&sa zx;EO4_!?U1B;~1h*5UZiK2F!)c33p^Ddd-H0Fv?QoAL1(SWC}6@hjmO6aw|T2)ki222F8o&; zCyW|jUiS@z%GX}rY+nL#&Gh)k{q6QRJ#aX#Evk#ixc}=tuhV;=IO}+Q{=vhzASX?5 zpp(ayeV#Kr7mNv19_`k3MmK?+xaTtE?kgN4vWwRHsX@&y_bpB?0ctc3VPka!KP^CMiT~{m|vEV`p^f{*RL?oUbup# z?K~Q%S)8y)@2HKf?OW(InLH}NN)K~mKRvn3DA02*qKdCz7E6?TJnOFn;VLyFooGe@ z)<^9O@7Z7=&_&%<)AQYfB(KeX3WnE_9Phg8BK>8Uz7acfz>)#Jk7ONrP({EgIlh9o z4-0V4(YJ3PQ;kS3m3M6djA35DyrUq{95#*W_q8ma!U>7PHBFbwppfN*Raw|>0(DX9 z*2BB982&7l`?bnFXc99qnu^`#ggaLyX{qi&alAp|L-s2;dFMF4UED(g&FPbA1w1J* z^S87xoaGSor88gWEja~MrFLY4elaLfe$P)5Eyvchf6=uKoG_Lh{NMGdBQX4C!RJlq zR~X(J%z2yP51Y+8<`16RL!a<6I9{)k(loOWel&sK?k=@haxVhC41Qo;>t&T@{C}ed`$)=EKn= zK7ZZkNidqerzK%(8OLX||LmU%07jzv1_r#En$7 z#E6>}I44$=wCXv7DPCO?nzx6b`a^-IlGbBflo%hIx)cCQUISxflK>ctK9Lb^69~15 zGH1p=4`HL;(SXrcY0!1xv4M}nUFi5(Wy3F!jIDV$@TI{y=zdx~aaQgpF0_AR&%2y} z^Z0DgX{m18Q$#{VvpK*=^3$BmEiY{A{OKG*XuEko+-GJe7x$D;k z&f{#v!7e=#l(l8kVMxp0_$QgbT0T$K#&QBeCsdxlia*$mo7( zQ~V|hC&SzFK7E|Rc`5tjv!=`2+;NJ_u;LALYcxge%{m0D#lDxL3?IV;x82cT&EuH5 zntu3!{YN5os766Jt0dNbceZ~@c?*j|Pc5%b=m6!HI2AQh0)a+JWBGe~FAfRm@!zgi z#AcU!q#@n?&^Mp?*Wk=sSi1f8$V0Cwm@}Sy)a>&MyZ--n`3D8ZOfS98_r456It!GQ zI0}>z)v~gxC@?5zrc(N<4Aw72_;Jrn<1~x7qBhkzq#S$i8qskA`!5KwX$IYb2Eq)} zgF(*ierA!q$Yli8a<3c1bVxW8?RmAt#vfX>KJV80GX$ML1rVCcfu57PI)?V(Jd` z@kh2M(%J&?`>r#uX^2qnoV#%4<06vI4(;<#-2vkVT$c^LorcWl^7P@y&#^;a+fCf$ zC(NCe4V&?s!L5aah3B(8ew}7 z(C7}`#vVK*Ydf5!3Vasl;Ejt9jHAZOb8+pnNlL_UDAv89*+H9j7ADG$C&w}tKx=r? zvPzyCkt+61h*{@zoZLG$S+VOVOuT$PaOqYmqQR81#u`2LD$M$1?a0CD4>o@v3^`$` z>w_exK`+P^z912%ri!Dx(}hg_%n@j8_{{s$o)PK&l9Gd%2Dg3fp~n=_8$DT>4ja6Q zgXPQIZX(INIGAw7Mf#Kxk`?kfa|d*BW}j!Omx(Vfz2lr)Dyf3M5k=8G`~lGPg|YWs z?=}y=oejTy@CKxOJ`!@^dp6AYFn&9tD2o#UXGwZz7NB|bE_Ww62l|F$k0=&>gW`9h zKT3G>VNSPI@|W=k=vB^@TkJUiP5L9TdJ`2$Ix%viQ=bJX%csALpLq;@Om(;GMpPqg=c7>S5uz%Ly@ODJWUF!1wB*2$IwvE6F4Jp|>Y(;SBhu6T}G{;`g$cmI%^Wq!VO~rn-C;jFl?Uq! z?b>D*3%FtV*L_9M4*QxVZ>4Oko0sa?zI(OH)iM=Hod53ds!QSOYoi1Xu!0$Bb>jK3b)3~1KQ37D z1ZMw@rmXv1!wQwFMvrL*(VuQG%ty-sqAm$1Kdt^tpb1Qg%i_C%v){V6<0}}JzWbgo zANv8F;liRv-K{Gh+TEg{%1TwaIH|cM2o{3^SSKqRbx!13(TsDxV^;0mO?_p99yUaahp3a&G-1^u0X9+!nk7o%d?z-dKiU*Grv` zjK`y3UZK_f@qSudr^*&xxq2TqrNpR0<{WT9<%Lc3v=;VMb9R-y7{u>;AKX~gyN$&` zMpwOr>#@GA^Y0NyOZ+49{o>=-Pto&iiKgJU`!LD;?R8SYBKD80=lmD-0CQ3vo>pCT zfnLUSzM+j;Or+%PyLkE=_79AFzHQ8e^R|OAAA*cv#;um`Wq%8h{tU624u8ejT%ukS ztp;|P^3+}7M6nQ_rC4AG{@5y!BtVA~KE~y7@`rE{xhMXQa0gaZc!YTKUxm z=pKGxxQl!NdzdV*y}l}p3#(Eo$_^sfwS1(-VDAhJ+65>lYvtiW>b=;sf_E@&E>EX@ zWDQ6b=hy_a#gSxkJ|My&7#5B;uimk{hfRZ`3Lk7ufSkJctjqNkruPYLZDJI5MD_1) zPEo`G2iH3X{PqHwSh;zh!i!{96SuSR>)0;-+4j(LYXS|+&(5WBV;F4Hu@;H@0_B9@ zOqQTwoMh5v?|t|W7g)zrwiFU@YwzZTPqnew)O}w>h-DSlqsNAwi?3t5!Z(g-lZ()= z&QE$dU5B zF-82{$0u&AFrNE#h}Ppbk*d4_XM8iEb@pQNu?G)v^^?o2L%Iv}`+bYrQA&qR&c!ra zjQ4O-XXylWe+{my-4<-T@ebOH>py=-6C~65@M_SEW8>LY`CCQjVN*x+B5ltc{^l5? zUed_Kkw0%rh%IMuc$`7*zk+BSr=5{<**b$0pPX~Q6D)B;xn$x<^BPQqw^Ii$q?$UFbS4n__%Q6pI!2J{AAkn_jj z^IVXNd_p=bKiE0a55CZw{Wky2nU~PWAM)MbqzaPl4OnBge!!CJmzx$M53pBAAmX=j z2!Tq;^4?*go6xxL$*fP}A(&C2{(92Z09${CpW-;l0Hnv?6+hqSB+{6E<2OI$4GY3# zWnoS}m`iHaS~cm!0(YkT!KN0N{(c{w)nDSsbJFvAvs9QO3QY8=|AeuSH`2AMF*ssO z{qn-v1AO?%M_XR47N^;*9tQPZhRGBYuPNmQY{Z^XU8So~I-`4q=A$^Sv*x_M*4&FL z@f_9H_6EQ#iSK;C1#K8#vG4I!Fu~1U!xMVk~}Z|$Gfi=KhuC%T88 zZO_-7_px6S9TT{cv-p!=je-*<-u9bkSYdPSmQQ`d_V0ef`!t1_Qe%y~k7f-(Vz7dZN#nJs!lV^cE>~wp`O#!EZDZYl+w*5<c~e8 zhXQXG-hx$K99@{`t2vMc=?(R+f>iuC#2BhOK~n^C`RMEA6bD2QHEFMBm zk%w0Ll()7^Cb$uw|Lt*PE2Olr20gMBBT)Su%Kx;J4kvnqqnLyr!SH`OA}{IB!6e~v zZo)e$EOD!`)a!GAmGA2ce^w@-V~^M#qkjjWYU<)&Ci^$r{if*5)D^9aTwE@8NZ{Y3mpf{I6?{-eTLC9^sH4Rz|te#!~Wg{oa$lRWrcM^gS}hMj7I8d|s4xfm>2mMn)0na`4i%_ec+e!#ff*%O$^ ztDO}an23{6X4$;EFTkRDV<}a1CN?qm(>B}uz_vYP^$eGAnDn=#S?#%jWHs}L4%`$d zKRc|HaM}w??0)LsZr_U|KO*l%1Wn^ykcotI*#m4^)o4*DQbY>#PF~482W(!-E|<(S z1CoLc>%$94IG6vKLDV@0NN1QQCY>`dq(;8oOTrm@iZ-cKciF&X&(rU2LVIA2ZEi=k ze=fMRJsV#kN$$CDm!^9i%YQnXsp9}qL0WBHqvJVgl^@K5_69V>^N(e&vH}>tBvSSe$Yt5)$761il(8MdExPIfs#Ei8!Ep< zejA39sd^M)u`8J4trdB9;ROs>{K$JWH-V(KGW|>M^j#6o zp61lN@P?s-zw0Zn9wt&tWKFr;x(7AJyGn=K&tu!UJ-g&+hlup6j1`T-*)Xi)N_T(Y zKTPVqI$|vJ3#Y_s-;PL0V5{tfVCt7=aLOR#8TVfoXuL4BtB^Q@JZBt zTXsiWNVm63I5iLb8_Y*q1>InA|AiZy9qB+$>0Hu$cLrv@`r6apm?O{{Hbkkn3;|^! zU()+R3ogV(pT9~`#=$du&!S@tfVAOa1F;!Erj^^_@I?s5KdinAxIG06mq;nfl@dVN z&snvko(%I;N2J0sGI4r1Xx+`u0;Y4!C3`ffk(77%*y*J;-171Zre zf8Gpb#!>f^75@N9NDd!W3Oj~|K{>Fd3k@p==8(c&5CbWL$begykY@Yc0Zk5 zjgUdoOQ})W{f)Sm=wSA$E(8}~KJJ^T47S>f?YXO~jl);%`Pqh!Ly7VH-`^o|K=zli z6nnJ{X`Lp1t&%^mBk`)ywqtF3u7q6m2YKvle-zO!(FW-kEr&)s58!-?7wxSCdl=ZH z=sx*U2wOW|U^e<@C->FLM4ui%|-J-Ad z3t;nf>gZ3lgRm6ziRnV_f3V2L7^qkBkwC3wT0Z!Q9TumP#eV-ufZ1}Mk3KiMVDd)f zXp4_4k>Q%)}lG@Ok{wv6$MIDDOS!bBsV}~i=4Z8j1B}_iKmTO79 z2tB`N%TAswz{bE@0^^@PSV~_f%kEIZ=@Bc7lh3D+LKj`ZVq}d|q3yqoy5zB!MboEv z>MW2RT3<~a8-tcVt)}2XJE#%lx?0FQgG*%r*6$6fvCpL_`84Yh9BEfu z;NE!{ha4vBpP7@ftKE4vv!MsNwjy!}uG-jaG@>YR_C8K3HMRe%`U|DD#G6X;mx0ux zEvr%0ii<|<-;=u&p|SGug8+wloGN}c*Y%2rK%Joz9B}6}_T-3+Ru(XC?@y3RN(DbI zloDgZ7gTU;{;ZMjT~}-X<_6*RQ;;rNaOy6V4Gv%OcwHJX0wZpb!LmJ!80OEv?_Q=X zPEYQR6uz4QUH877V`b~Wk=tf+L7$ayMk_ui()ug*)xR!e4v$X+k92TZ$V1P- zGY^_h3OajFPUF1UIqsd3bx66vbo!RH6oH!juvJw0C)U|D>0R}i$02REH#%RcVMN!i z_$(n5W50FpY<)8Ui3)|qu3PCiEOGL9TJaWv`n=_kaoZ>?NCE_%bx&{hq-RRy8(E z#qzJ9JExStW6@rmMLokT8vsa^55toKGrBA zRpyS&%XT6-w>Nw01dTk5a+!Yx@oA`_54^q+Dh?AjE%iU`al(p4oeF-FE~u~HSvJr6 z2aCe?3#hq%gb|0*3pc-|K<427UY}Q1n9X_WofV%Zb_u*V^Iq@(%rwZjN`x$6@>Zm$ zP*Xp)ighg&CK|)YNcRpy^Q*Af`mR~0RuWpSm)$RTx(~-@7W}ByYN4Mpxp+Ich)7ez zKgBJe4~@6a(26DOh2`&7%P(K-$Ib5D-O=+jIH-`bpfps9Yhgh@DjkAw^%{{Ysf7j7 zRBp^4KFJNFA~C^w}R=S&^Z>J{t{1YLZFJ9)o&NG7j{0}`cn0{h~a`cH8b#X9L zVq=*tLBy{Ho8Q@~u4BZidD1)fX(IL8+K9|nZP*$En{?kToSop?*?4mmrn(Q8sg(~x z^Lo&mbl**ID7$rP{Av+qg7KasC0OhM)yT#kzAjL~MR8rpwT61*6y$Thvle2KN@5W__(OSHA zrX&T{J-vUF=+VO{Z$q>?Un{ID8SOpH#|ZT$uS@lV-(uNDVw-m9OQa;8&-!}o9f2Xl zS!i6K24-&*Yi*vEg{Cu0OBwu2FjQSozrxuCi*uhzj%t^1&}A_p>aiPEFL(O%4qU+M z!u~It1PT0mLU8)}Mlh~2LlVo}F6bqas8g6XpYS~kTY9NJx%XG zP2IZ{>06_)lFw{Z{NgCK%I$wn>+u?=#oxzBc=f=5pT+R2)(me*kFg|u#-`!1vsYvuW9vqaX@pKGiV0KS zjS3WkAx~+YuaeC`DsS4$KJN^J#VvAI`Z};h?fmK5)7P=P@H+36W6iL*DEVGXSsnYe zygsL$m%%w6Y*=*|gT;$#d!8HiLf5G;aa)G2Fv2$C9}lKD;=x^H`O5)=8~M&M-q%9+ z?u|Eo*>_;!9B|*FCI^)0~SERe>$W#Uix; zCRil~?tc4z37TZZwOMJzV2mvG&rOyeN*eDf35$qh3173y&4ag~WyMcVP1O}D_uKTk zlnUZTXsE5LWjm22U(4&>=rXP@{@&LuaU9n+t8TWuP=!>jYPTza0@za)qdzcNiVG3C zffwRl;~=$y2WRga80mBJO=oyVpa~llm~L@}!FSO=SI!#1cY)aS6g_1E)eC7`;e)a` zESk4KiOo}ugzabGpu1Ij^e%Hfs?omSLHEWpEVw;=WI)Z(g$p`Nj1maRokXVG<4OsI% zK6b835XgUh?muH(gRB%Ay*m$Opk#j;jh@*J+%Rx`q;&HZfxhV1?z_qI(DEQ|_CcaJ zHa-?AV0xbi-BdL8bhcSI?MZu-&CqV!AH$h1llNj%jfk0(@I?ZZ`^6Vr)RS1x?Ks(0 zS_54VjyNo73PMLvy3Iz11umcb?nSHl5m)u&*0=h+aYFy|{k(e|&`|h-L$yU5-@B=Q zdhQWKq#E2r@3WtXRLqq`?T6YpWS~oaDexYerB`1@{t3fn(fq59tc@^sU~y2o%#}cO zBvig}kpbjxo3TM>&b% z9~+i0nH$|O(DWZKlXxHYX)_JQ(&s?j&d(fdQ;(q~NdMu!c3~o&plkUd(rp}FJDPYo zdkWGhEw=w~oyyjdE#ej~J@ZR$sNaME4aeE=rJvBb zejp&>Q5I$#*LHDyr;jayS@00!a4mFQdMG{zSLHSX&-ALo_<=OzHcMJ;rHgYn%DW6} zQy!7}!+zLz{rsEBZ-0rK9yHyN#4#8^C&|q}}E09a9pP1gT#s(=zHI*3y z7`bR;(`Bv+!z2G$(*<+E*fEcxRIP(BPl{6R=nKKtKkFZVc1$AWf#Q)im2epT&$Zo< zG>c?)ieCS&VrXwHIReM1iBx;-|7n~thC25IFR%5dxP0o9RlSod&Q95%72;UIdLfYx z9f2{N_xN|m{>x98clG5e89af>DhE$fj3TjMZ;M%pnhXR`$U%c=ZeX<_f8&04HfUH- zUviFQ!>$*1>n28HF!2um$XKjC{7bOCVsU;LdexLxh$8DmmiJ5-KJ{v1pE2`WU1wXQ z=)MUn?j$0G(<1Zq?mL)!f$ln0DL3}JrREF2cZE9sf@&W9K>|%n1KsBs2^{JyQe*r6 z1bXp@pje?QcAm2NkpRecV%?K&#FBRz0H%8xjjj z>N-?`yqCK4b*k zjt(s&S1dG%zv{>#gX@G7cQVR`VfYuN{sa9_{egZHcJB_B(J_B02B{J;A!5v%%|$hsG@_9g0E z{!D;@v&@01vHu8Ee!Mc|DJyi7i8e{vqXZL5Mx$y!2rzmgCi2Ghv)K0IpUI-qCG6RM zx=AT_08v1$zYL~y+bD9+SaD%oed>aZc8NXA5COwOo48tD2BGAK=^pP zG4;VuDV$I9JS5iG2Sabpb!#r=;E~QW5)@*Y<|(GacHF~f|Y7# zoQr;U{p>vwjOE$cIvjO?k%AmOFRo&kE2Dhknzx5^!Ljc;&zWH`bTm1i`y8w_tSEI; zM?lAB*85PQ|By)TwfM?)0vCVWWGtI2h3S&ilw&?V*rz+3w5P=s(hYdo)f4yP$jKk_ z`PEC%PwUb5v&#rOWdyF6{T{^Pq}fB9Z};GEn;_i;YcEvP{dl;f`WCb0f@$zaDAtOJ zs`@XALaR*b&If(xaFRX6_O10YOll|FGp?-y>8(LUSZO^}oBZP*$hCl0$Giar?L}+| zizujTa)dF5@$&AX->~@l^P8J5RiT_ck7qsP3NDY9tz7821w+cc1%dul1X>TCi}?eB z+uo;>LAb|&13stXY4f-9bEnMM$)=kyzdvkdiOmoSJ90RJ6ll=-NY(Pa$TnPe@6_d^ zxe2pVH8-wCeL>ITQt5p!r+`=)B&hF_f#b8%#XGXoV3eA{W2adfsVPBu}w(i(-;KG6{bop`u8~3lxLa4xdOg3qUjUW4+*qKG;(>Ld*dL7 z^NWWC(Kw$I5}(Q?g9}f_B|fc8;^6SH!`hcZq3Nmf@MeJv42-M&$h^1$BaSS`BWdHI z{>jmQ_9v}yE`#yQ`l(A;qV(&<=eACmccB@?X({vMe9VkEX!-WC6b`)n-H~@rAITDTBsyHOfHI;I9KC-FNpAf-fdx#^|4dP8 zQttuu|7I<+ypxXgS8bb9DCJmYk(^2MLmw6^J(~91*zUXQJQX3wT_N$;0N+~GN$mgq zvb^(M9?tR`3HLNLL8#Z6Wp2?880s0^a0nwo(t%&;G3R}dcp$p)_YEf;3~lx7sa1l- zmI`{S^kXDbV?q&Uw|3uDp~A#^(%p#Afm#;^32 z_(W6w-E#{|?0!m+ZPA#6s*7AaCnyX!dgk1z4^Q=xa$6(!aRDFH4@4P#rB9dfZl7i39IR##2dmV0g6p(VyrNBym2v zrMmYcE`T8quwO<@+v065SxU~IsHWF(^t^x*Y||xz3C_SAG(SC ze}qooR`~>x#iRE~mmXuP`FXbo`#WGbyn~1K*BDHk@3{X|=Q?a$pW)}oTYy=m?-x1+ zO0a*;s`cfJ2n??2QWd+lzydygzE$`U0~o3fwbevm%UoZq0TmrCKlS+cU#1!?EM4%> z7nK2WectHVGt5}vE-W7;#0-(IvO>@A*1!?!3*O*#7)oaYDf4Luux`r!R{TO2&L4ZX z^R8KT3L&K2hoX%b%7t%WcFS7*Q!?03Q0##PnZCwD`Q zvY&^E^!9x03K!)5QUXe=_pp-;bLyN_yhhrM(6Y{OX2u*YCfx2 z6;^b8;oZ6Q8FC*#4Ni6Sg2A#wMW>Ejf*Ng=oTL3`Fr97Yvi3?kcC_ruGjeZ(LH5?) zjKvu^V(_^nXYv@V(0#6LxVHlvR7{&k%3s6OZkO)vKz0J-%ir`$G6678{C?IXP7X=q zt&00dEHL>*gnFk~6)e88{;zNEX`txm-;X-6?Kg_6R~`O-!FoHj^MBLDVRV!Iaa5%d zws&kDz@K|zE?IXeU}FXrpVEmtB;1Gb%>4>}7wBR5K`Y-$T3hI!4?V1nX1Ml%lNj?s z6BcEj=W||dfMp5!D6xp!&~vz0aMqs*NWO&GLP=`ucYwCB>J%jHlWd;3`~m959_-ez zV#3%kYvHpRys#`RI%-<`3%kfHDb3wyv7emuJCJY&npSTKspi!~+aYgv`v=L;)M)D5 zw#{eLqOS3aVt=7)XJwb4wLMZChFf{%RB)v0_u%O1e9Zm+==@;Od+3o!K6uoG3zL2^ zd41lSj>8LSy`|ao*jM`5NrtNe20mShtytE>xw9sM$?^@@qw#Uz<%N0ZfLnIW!lF26 z`}w@Jxg8XnFzT~YJdl_xsP*)639K~BR_gEhh0_ytlX_7luv&ai!N_GNE=H=?-)C{d z0kXxj56}Ey;F|Nd0hJc)e0kH;xSbBGDsQ>irHuiJ<$aTSxfFhTT@|3B5DK$K<`R2~ zj^FS82lv7AkS~hw)6{KYQsd)^hUaZKO1Bg)PB?>2=R`)- zxO5?RO~)IQDxuM;#N}v20haRh&su#hLgLt5xJXkjw(Z_3ERTB&k*pkE$A23_U7d64 zB3lv;(Z63B7-EH$1iH>+o5e86Z>pC+B!mC1K#$o76F6I@epP)P2^%jqOv67e;-E%R z<2{c>n4-`~9cv$e3i(R9o_&{aL53xUT<;H43wbRsLrxK?7A~F8JY9kl-ae66xC~$^ zMeSnU!*pnUNOwQ@CJ%OMQ!4zzg<*@`@tVrbZd?h`Iv6VT1FJHviZ9Raf_bAzS;gK_ zBuSXG_n(OSC`l@C|6WJ$ilKWDvVm7WLKmeQ+Q(iI1^x8<#vSc4u{G#fq?C6m zlC9@sf87%S@|_{}*V+WgbM&MB=X?c-?mB+TxsZZs4j=CZ2>*qJ z4{?TM)r(l0T=6zHQ6DEROe!a7e}bbNJnl!=fifO#VFq%FFkk3RbglDn>=Rhw>Wd&8*p$`I2GIvnBBf7;(&mX7*1+GPY1|E3TjL#U@RS5Wg!Gm_4X-ikas&Oqe^RN&g*3pRe?b z)#0L0DC62$(0&Y(sOU`U?4z(IsZR<+wxDFE0bQ_LK7nB~P*`YP2kIoMmT5UY;AoI$ zgXNX?NI7Z0Z&Uq0oR1!HE|C8OlNNhC4Yd@p?V$f~zt=7NR@Z*+vGEGD{=56GlY9+k zT(j*Qo=V|FnUFR5I{~RUp!Y>WB#^I=ttXsBaAC^*gWKRQ9E@HuRXO+>hCZgoCUe^3 zK+(_8sC$k$W-zfW1W)2J$;^3sTNW_K@6Uo>6j{_+Ad$9-~x^@?Hs zsOK(&4tgS^Qlp82Yzh#q-{mdSJwQ_C&fPno*kYTM_WNOjTqIvR)N1t345y@89%@JD zz`#Dm)n1cIBn=<=P8a?bKb3GuQ}4~j`TU%)l6os3jfKVe*Zl(`iSzUqfh_o|e1vX% zaUD06-XA()K*V&fTe>ufVNiA`ZtYZ77OYzFSa9v=#mtx5fk_qK1R9Mu9lYTp*lZGG zrZ_$XL!&8@j+R%6R69X%@2OsxIB+Nrth2Etq~}a0Sp=Gcr|uqPx=vuolvliYE)@n1 z9<|&EG=wJmjNM&5emF5Lv3^k{6XuGAuH+pNfcjxJUTBSkjOWKx8hSz?-0Qx}$$UFl zp%&B2?I^^#m`}L}oI{{4c`OF+K7r98eQFNc!$2u{@h^+^HqO4W_me1p1+(6N-+!mq zgKlrheXXoB(8u5)$Y{ImCFH#~cs;D4-}&@w*6b}L->g%sir0s3+f!WTf8RpUv)+&L z-7`3~} z8G1a0?t!Z{4F~EVd+w^atoa2PGu76YD7*|qmz73C`MDvII#$o==VhEw-50N@`5#ns zaA*oLD#BoMg2K1aGtf8Q(0KV819n@Su1#)Xgbt_lt2|8!IK>${-Vj}c^ZVl`U9Mb$ za_3zN5|f;`VEFgY!dft_c{919r?=$8ME&v|QNtc2UDKV4$ST0Tvw9Dy z$9%Ce;(bb!XU_I|THOV9E#T0>(4?i;t>|AbzQ!eV0vb>9t)7oIg^`urk1Yk?W68$d z^-W)DAnhq{V5`=~vFmbFbzIov+P#qU1Qv1$FP?ugz%iGS zqGth{u(tOFr$i_L8+xC$&K%tC_1_P>8-BB3{{x%TOs#G(XLezk4X?p8c}y<>rI1`= ziAh2Xp<$fXTIO|#V?;cTs5)C%InHJ zWZ(w|mj15-(J-b`9=aO3h9wslwH})4!IWdK{L`2%SoI^n^XGTKfrrJ8>QBUQqk7{b z%kL#5Dtme6jJCsIT*ixCdzE3}f(65=sdO0Hk@o=)}r>MeW9j(u2fe@C5f zkOqca1L4&hC;0Jw^3u-E3q)$F1b5xnwn%#PP=n)yEX;GfR#dtA8!1mO%=doE#a`+O zI=6emxFi)O@TB-FESl#VT(G(Y&F&3<_^SVbU-kO8$ys3-*mJEtBHSJ)MG{X=3^+pT zq4>7wFHV^EOC~a1h#IV6XvCqASJcTLYB1>8e|f6c5}=d+s#!kQ zFDx}=f9Lo-7|D`8dGG8jv82$>-^`T{b8azdQ?sq%z-Mc*JN~vfSe|?^n133`U!p|+ zc`g8j^7i@ppJ_1mr}3MME(>CDi%)wN;a{(g=5rq|kp*;hLPhFV!lz^J|8jY(#Dkx4P;H~hdDd2>X5y!Y%PIEWo_#!*f@f93kQ^M z)ttk~w1Xl$jV!Ue`SQ{yhU++`_K@39vJ)mRL;#nb}0P0cIHIhA48lFdDc-Zdl!CRzExn}(n6%_O+M{PYfhlj%UE+Ocfh&D7@N7J zi}>%gAd+9OV!Nnj+m0iDVBrxXt&5}_M#_FRNv}PD^OY=*bZ)4@N|9%^qm>^vDAl>E z|9T4(-@i(%_76dS+)QOi>~EZ*+X}pWj~Y96lvX+1W5k-Eh!*o>23X#knEBNv3dxlT zF4+zfux4;PuyK|HvJ%4Yh%~0+ghpIrE&Dg^Ei&` z1Q~GT9VJkiR;xIRT!FFQyS_hguf+T?zMX$3GO>wemb#s$9>@L$hfJ6L|NcK^-&)!B zoOi#{&YK8B-VU$Zw;4Y{rA)tkp0*z}i(Z&zzOqH2pDw(2-ZLIXuSx~mRv*Gezu7Z4 zKiq?Y!-qQE<`kfm=1#B0A8%Y5Jd`E7;*ZPvddJPVV{m!@qFqL*EG|figq5_m66o#X zExY(ku=UsY>{3q=P7P?BJf!;xR-PH>bhCzGkMbssW5qPIb~+90mAr~|!aojBEhRy5 z$N=3>{xvAQ=*#22FCH3}#9F)B#9`p(xoj~FW?0?nIIyClLZlX#iDddx48HphUb=I- z2V0LQt+vw)!I;%VCpo}50+D*&~orp_T>#n zByB42Jz^ff*^7cNR?WL$O@GIp>eOuyc1pF~ncD|r2S@f-a!$fmo9`hB8XsWOPa#*` zQ4WVDUwn5`YeLdnJ>wr2MW8XmxT!dh4=M8jEt?x=*#3KFxI_6cPV8rS)4|$6q$y0@ zsZjkGCwB}Cf4gV_^=^<8m2HQ+CuZU-h`rCuGk)ao2t8b0e*cowy_MXf#u3)WsGWeIE3d~62m3I zroDaSX+|4NRoNcPKcfi?e`@o7b^iv6N7Jc2Ji6HDLeFv}UJ=G`^0)+Kj6(0H;gfT# zFEDL=nf3_7E7+1Z{JTRy6S{u5_Exli1fSc2$-A~TVY0wVFYmD@w3~^lhX`)-CL4Qg z+j9fl!@^(G(^gO}Y1a+`xVX>V2%kjRabs-MxQ8bzmld zpH0zO9T(lcd%dfc!(8utmLohIK<-E!8L#+>eHNss%|{fRUmm?R6I>4I3*;ASH;Qoq z0<1SBePGpwQW2G4jjd@e91pB3<4cW_>;V)GN zWQurraEdI9vvQv7;daN_VE2l-ujxd3b(xdrREl78>J{Ikhv#6Fe~BFrAN@ffd#A?hQ*FTTyXSE71Jz5mT6-SUL21)B?8ZeCs6NRN@+=Y5c3#8_?cuJ#$`d7-l{G zJ7HHTg7aJv;dEbDNv&rbK-2_v9FG!uSi`et`=O6iF zL$DV2Xr1;9z(_b%Jy(hoblb^2=hwJ_!$o;@LMDPRBKGx#b&xTvUKhP)b}I(Q>o3>c z)4h+Bc+S&J*%3gJ%1T+<>y-%^x13NGlE;*w1Fa&j{vHvs?N5)i96pKq%nV4IKHgFTTCy3Cz7H4c+N) z1XHRTdeT&SFtbp;!^6=C3RkuCi#Qr^+3=Bf(83e!W1=E{Donv85d3fdQ4eS_e=r13 zxNy4G{SU$72QDyjJ;V!zg|AisA(1g2=U$=eSzi1eva#B0+8%y|>c zWOvmDJ7ycaf6@lR1g~t3y8Kt@zxZpyCoe$GI8yU2n|Lh6>f`SnOPj6KmDWrTfPaz_Pn^O3~i@#?#9F|LGO;XERth+Q`< zf}Za0A<|~(4Xss}K;3H0=AD^PoGcZakNAUFrQo3ZrGa<5|F|x*U#f&=g~DRbx>TUt z|9-exItvP&XWi+UCUB1BuYmcrBwYKf9;;ns3;j!}EZ6s6!V%`oq%`Gc=yFpq$Y*Aa zNL8r$kN?a~eAj(@NY2&>+U-UyVJe(mi36|kvv?Sp*kQ5fV`vy5otK=P}5>x%3Ru%3L(Gx5?E zlA=Exc*Fbx{zmUnJmhu@C_D|0HiPG&-~QI=x!NSG7a1<37yp16Ysul&>YgxtAt6;c zkOA7911Vzi`Pe$S*S7TWG&EPNibv_}z_wTXdpI860}6YketFh7F4D%FxEE9dvz#_h zdS|1dA#mzdk?jbqOc?rhTFDTpO~+(%a(Cm#=g5`UI{Y|#ZkG7@`gxeUX*Re-2*Y+W zFSPh6K}>cLV4tVUneBPeXh$LR4^(w*&lbr98#Yj>p1t+1ScG#+hdW z<+7JQ24DCOC#9QbpYk5X4*9dEhcaoP`Ox|){(4UwE#`P?(YO{L^NeRDFUcbx4;Y7N zxzl2WO+iPXw!GRs(bE=4WT498IEoWb%X2ekI$)s_^>?+KL3qoqw%ZmOxR!rV$Q;|16igDmXh?_4mXMIVjI+*Z53ri0e+RhwBB>Fn-fnIVLzAtF!;HhW77(ft7+z z!)y82IQ6DrNk#-Fc`iO<^7Vo$t^haP1~)9|Cp_{CY9vq>{#C)LC$KE}S^xcKC#*TY z?zNgr#S;J|BWzVPeLKCHS)i*5T0xjqi&Jy@5tl7cpK9&Ven z4+vDz3?o{XDj?Bg=i1Ur5>CR-9d2R#(05zjVP9=MW_RxAcIvqd<1AlOM8XSk3nL`{{rgEz&Ism} z=C~x{r(wCM)a}WGLojlf)y%xK2k$_;wZYYV zs-LhDpu#>@UxA~GCyjJ({excrN$s;~VbB-+*}TQ(9FVg*{0k54f%2MMZAqceIBk4Q zT;pssjJ=s0<#Inmq<%(!Blx%#4)Q&T-hIj(26fp@Z`Phi(h*8zm&h?l(aYSa@!wvU zp|mG7vS#7>3HJ8&fJ7V&KC;)w(;nxKygfcQrvwECj*ib#;<10IUX-sz8fMPz^|Q=- zg^h_eS|__l@#g_X)r-zQa3JDnO4`9Bk%A|80c=C z*NpbVVJl|NWQrmT5uf1E#yT97l$7GW)`Bs|Qe1Oe+Ks?G%dP?Euske2C32doMT5wALV#CNIszuVy$X(fd)(`2v`dc!CJdj78 zsah)V$N9hFY02B%Jl|<$>Y5`Bz10@3^a52#cJbi7>bW0^?r@vlW)6VvGkAf$Q3n^K zv^Y}6=zt<);22^n4$T*?-*^0{fuwx>@e5%Oa7eRTIi1x4m)p(={U(x;A7(>ro(#LwqF^FyzjV2uFvN%+Oe@G3g|7%m^J zeKqmT0UM)L&6$p@!rHOWHRFL*XsW&V+U7GOk_CR|%rsua;a<+O4>D&7OdqUzvb2w5 zs)UH$w~2Hdb)c^>INkx1QI0v%BGg1iy>lvhN!O5klDjIp%oV%E7nvf@OhTuil1*y0 z3pUB#?XdqPgOkn-s?;TIND_ShH-w~zv;S zFxiuU{d1k-hNpgD<5w^13#&uWvX~mspZfr}8f+y`l6au-n}+2fmjx)6yc2y+RS-IV z`C3yy^&rrfp3ePxLKrJ(xYf7rFX577mdeS%1ti%NF7IgBi3Ne5s3~94aKL?9=+m_p zu_WZ(d-T`cYjw9dP;$mcg|ziE~;YpscMn7`nS**6+OI%rXN@P`Ff+` z;t((U$$pNkhtdlQ$`l_jAazaUcXww)f-R#>Hcq zF!|-+oOb^-PR`lF%lIu=;4~cFm;DZg0{Cvk>T%$d$z7gvmvyk^&RM@5+jI6M_>Rdn z;(O>npK@%*#R;b>GdfOxZo*6|6^@M&4cT+lYs$gM4N?uH1z5n>*+x30yFE{HRUv zgf%Qir^eVH8o;rCEdwSEiV$0=Fnh-C22ukY%a zj%It)qBl-7RaD+MlmG*VcSO(rP=cm&sRxcnB;jzQt+eiE8`%6hKUpUjge_~Ob5V)m zIHwT5O3Aduv0wYGEDe02@21%<1*tDUqVX#tsMukd^PM)yt}L89WSud5*cUp!)a*Fq zqJ*FHS^kmHC7!V267x}(3iS8u8#&|E)l z#j^VcR%mUS6?SbwUFM%BGYrw#(wwO}y!H+k4ZlWm)Azs}jVQ&gFA@3cG!PGj>7PwCoUa?O z^N?q(+jm18mG|FWU1UXIjQt{nX_>4&J_eO-_Rf`mtcg@8hX3RebW_+HD4CUh82s z_<~4jB#9QAIb#!J^|!eKIwYx?S@Ej`!h(LqDK!OeENS7ZQ+=j~gF2Z4Yi?CQeyeFZ zcOn=TrQOc+yb%XtDK#B~-zF{*Xn1d*%7E6;<>&2A^0?BxAaI|F4VENk6eQvoF!v0# z_h9NrBz|-AGI2eQo&RPkU8kmDEnKU@1h?<`KaczGOe>+YLB(@x$PCEAWt)eOr$ICC zkGRQm#|bn~zr47uUWSwknZ8||F_1bJU;D*43C3@d;vC=q#n#(n4V0JmK)Rxo@5v_& zq-=qyiP07CyeSjj@Ul%hCa+R@Z&{F=t5={bZVxZU+3SR+l@w-_1b5caL?h5v|ItYhpqli za(M!?8haa-&)49@%hnqs#`}RJpD5m$_63>`i+EfU_eGD4JJ+mf9I>EBxXsvf5cBm%ZCA%enXz~42c7PgAmU{>uPU6Lx^L<5JozJn!dU7bbdoNI4 zm@oR?9Kb4xzs)b-?#BW7#~CIK+s{$#NDX@B2;+?O5rRRRK#tw&I(X3sTjRUGed5~A z1z#JgozBm3AOX(4aBm_~4<8wftn-Ar8zs9N?j6MOAK$fyn)P7*ukq!m+kLQ6O_TW4v~0uBM}&&KAM_o6#Nh$uJ85du zI6ZedpDY@PlaMF2FTw7pa4sdtl(dq#COq zq1)>WmLW6}VB$Bi()i>ekxKrTiZEvcE)}=tdzf|LY`n7tb!r(-q&DA`?tBY#F?E}s zq!A+BsT9G9p3!YCW%u;=2!aZo5583Vu8?5#?l!mXWh{-%W|WhEwcUR#&%EQTh*U@4 zb+TUk2*dGgLG#K|*y%i{+n`N>mCb`==9(MZy)u+kCVd=wMjd$0PuD{7jpv$jB|C9r zU+KQPVzOA&am>Y)_9xEW^%a-$OMsHV=9kVZhjG+h+Q6h(5%V*?)~kupLt2sgipL{< z;?DEg0;~6AVZy1|n!dmSrhaB#k~+Z;BzPeZC3GAHN1ka1yb=e}Z|{(cojg#yl`v|w z5s7wsv3O5%32Tb?Fnu|(7pEFNQEzNS!n{QxRs1b?Bv)TnF#Plm`p73}@=ISpg3j~Z zN5ySm$R{{b|KBcbPY59d{uhiLvfnrl{XCC8|6L1D2_pk0F3Fk9ufu4Y$HTinN^x0e zt=H~;9ki@VaRsbj!=_KnrvrZ#;)Ke#9?Qihq=fHZQKwrbQcv4w3%Zkmbkje&EGB|T zwJ>#{f=Y@&n;vN%cUv6#Z*h)>yCD2qZ#hP{YYytIDRC5v2M$%7eecH_33D%WDprd+ zF{)d}Wp9cM&UJB~WOz`%&9hX2&&SGORy25bXchqz8;&+fvkkzk+Lf{9;L}6~w;FM3 zodT?D*HzJf{T%wlg+7PuqlbE-N5NgjZ7{ewy-|C|ABH7v-+gi{43@~w{te-4*qV0w z*;}nyAUCl7rkV7Fmbxf5VG}YA)F#(9%k9T5ll%&nE-IMLTHy*y*MgbC?+R8o6JX-W zy-zz%Y2#{kU2RsYX$AJr{-FT>;;%r#jhk1`s z>@20?cX^yjWRHqmy*vC4SAKJ@i0P)`l5~Zi#I;!*SepLx=2#0XXK%6%1m1%9pqvk( zp+eB3>U8Ocwgy&89(^uF;{h#I)uQ*s)1i9Lt!D}cT463WO=RhLEY5TLioFxf!`a>w z--RQt;{0Jzww)HcFkg?KA^&7AtQr02?1DAum6j8|w$23A@7@?a-OUD5mZ{wr#7;v~ z1CiV8^-o;7Dyj3Tlo~n-j`s$6laWMgL4Phf3a9=X4w1{%z{!+*!RwwCIP&LpbkYNA zB!?v_3=;ETW_`~(13f#;ho8H+SLw{Q7v`*-IT8+Q@w8p8M_FO8?`YuE(-LTX`=xnT zsRqtpB;B~A`32WKEX~?D1Mz#6iN4I3GSpV@V9G1|1GSva5pr5_*f(~P+wGYW^`l`;}ty>q=~zu_7GY!wh|8 zBTqbSJ+W7K%bj|i6Z;RUz+bK=T<(zBsBPqesps$NuKd);v95gwL$eBya?_tG&m#xN zE4W?0{$iZh1YIFJ-L&!Rp+tB@E z2lUR7#N=Z*pv}nd=HE6MoDy}ssXML=>-QUTr0%~UQmIoj2mBQ$P)$l+&UYWcwI46s z;*JOak(=hfELDAo+T}0uG4cY;Z9;ug=`e0OB+S3~MFqn>r$ZmE|A!meue!ZTb79Vp zIo7yh3-Yb1>fYRxf!Py_WY;~fV9CfhqXC4Xic_XTK3Fm^1j-wz{0d7P8kYXrJoi%u)$t~il1!*KD)4xEyR(PY-T zkK`K_ggvdpF#3(=s@Y&-Jrt>odbFXVUbYOK)mopu4X$=)CiX!rsAj` z>u&C2`;bz&+hVwk5$6AM52Cwp9w%ddy`Xva4ySeX^?bA|@nc}fvm|RBSZi;(?mjR` zq^UYK$MY^8$S9d(Jehj#(a;1r--}@fG8g z)&3F%aRq2snOWNVHjYT={6Xt70zOf-yP07tMSH zKt7y(>husb))E{S4i_APz6Qy}sQU&OX#a!aeQyr>YWk$V7_DQ&R$*w^Cl=_H53ctv zih(KBD}CS2MdDWOt_MtijBsl5{^N_xGeA-blDC+B4!vEMeWFU3Vca1i(}sI5HaW$n zX6<+kW25vDzZNJ^bWrWUR#14-Nb-0u=ePEq9@NJR-BcR{H62^GWKb2 z{JvI;^)}dT46%RMX$_KAJ;xjzV0;< zfL{Cl!-^9lFjT4Y>-m${&=S|*U##c|1LVK=-n1oS%Y}KWcD`Y#ZZ3Lk7*T`W6D=aq zSEg`Ck6+e~EgYenblzKGtWdq&36ZjGjjSTniL2 zOX;^vifXw+#dWpIB+MxMhpjLi=_Ga zd7&_gPuu3aBzU-4o^dUWgkjw?S(@Ye(Bj6+qvdh~8p2)|zj#jzlSZ3sDnp~#f1y=% zzgGti_32SO2H(Jh;$QY%@iI8_Tb+BOQW6KKH4V6}a*4Zzk8t-rk;1Ji+O#cEV+ikG z63MNZ$7Rz)N~M^F78$E~-&BmXjw(Y0mGm3a4;P^4tMp$_Ljf4693$PC zafZ3s@7KONrDET_#GqsPo9+FWT0CMr0i`dKxb7Wsf-bpF4}Py$VD1;2(*jB-fWp2( z_w3Ln4F9ZTKbBOFWJkT++ZR7#pIhqXNL3GL7HsCW^nU;pK6Q!BULBZp=Z}(j@dHWQ z4%z$QHO>llOm2*=LC^C`YwM>gG3L3px?ubwf$k)i^O4CcT+k$3daRKSi}KSJ4>@&Rhd|FAyr0${O@TleBJ%4(~P6$@HYEIa~%EpFtf+7+7 z3>f#T1**P&U?o14*MH@3W*KH}d> z1H;}vY=}ch@{=-*6{*5mu3&13tXG(!IUnS^V+@BR^!Q>ThH?32_`O(1er!7YbYHIC zeypZB8aKog3zPO|{)E_M5@_8^sB8W2!=y^S%R28)m~?b7Oy?AXzBna*otLH1&G!8I zdYT@VQ~aLwI@J-Wcn-9w>-@m!mEZM$qqU)%|cZY=M0H2 zS#ImxWrOtH?~ah|JCMSc`LpuTJ}e!s_@1}0?b}i6kNnGhnOq2yoC9jKdvtLAwxC|2Qv|NQNNCXyn8DFJe|0v`6`ZpCCfsJ- zfcZL>VHae#g;rDt>ao87w2X6_c+)*Y>{Pu8GGK8zwsF;LSm1R zjy10dtoG7$MljI9lC90_k^KQ!@tNlZv(g+i5be3|u?1k09O+RFOC62}K6TaaISC^J z&S$0rlVB^;Y^3G3E|EqQYybPMK3eV#p> zc!*Qa^ID?WrMCCc@Uq#A5-dKM{g7s@h6CfOanbCpu&lK^T1HL>`>ryTxV`&`Ym*A_ z?{^z6_8-?h=*xrEDsMgrnqS9(0HN*_^*ZQEimQrFkcEHuwLN|fcEKOl_smJBvT<#n z^k~VMoef5Z3PV$)XC9#|^tV_BR5y(AWORHz#8lDOd0O`m*iQE3=Fe^8VZ2 z>KJ*_Cix>wvKiZ|kyoL4zmkdfu50Kk!pok!TNgI3`TBm)-R|?1R#T~BEu3+nKPpgL zid!3xFUlRfjGae{4G%pjK$6)drKMj3K#HDzlKb@=Ql6Tw>7|$8=&cks>$AVG|D6eg z$T>Ug1F@}L3?!JN(YGf$a6n5}#d~88b*xXys3jMA!?52D?PJY%U?uV3)-wqKn9k>0 z$#u%xo-10?-mn13EwX>Td`Jp^u}K{eOyGdwL-fplC}dc2aj~=&t$nYd$rZ}p;)X>c+2H62!8)JkF%x|Z@9vHpNM{KXSUfEhe?K!1+^MbuNBh1vh#I}ST zuPtK_utvksq>Pta+bGUEKRUD+#ssTL4bPtL9EF8!NLsHigMLPtb3ZQEAnEjY!NzP5 z3}q@fI8$AemK*mU%)jum z^<(seCGVAM?h}(RdaGDRIcn(t|I_F%(4K+aXY6y&DZ1lmS)g%XVZ zYp*Gj+0N}U%Vus9DGeN2vG#KaJ^@2}iyV(BOG0ZXN0N_U zKMY^Gdi9H+3U>coy)H!FiT5uif4a%;2W>~rBFD`y&>xYtaap?q=aS!L{rDb_o(ZA9 zeV#pm-sfUh7j)TRj`?p2!;el_&^jYMCGiJHhpK85ex1Vw2D8|$mk+U-d{ihP%!EkW zG11p;HHM{>mtssFbGTq;N$@wM0ZQJo+Z)C0Jd${I>o!|7PR_VT9nq5mk}XY}_wirY zt$I_;eu4>l_!mpZM3;dqOZTz2Y6_0J>czD+#A58tO{x2<79YAP3q6$7zvforSSnb0H$#8{M>*zV zyaPLcV#;%QWw{Io&ct#<{&Sokxl!TZ3ZqP@Vb;5U8jfj@Lizg{d=% zk`KFjaH@G#HrKQf`@16h_qE61*kfZ&kEn;(LX|D5uziDyq6^{GXQ^Ph zS9I9lBnEqpgjDzc*9^ zPU&S=^o=Z=wI?4n~zLyGZt3Kf3%~GT*{|PNFF0Gfud!V7SZMODf zK7syNd1W{428?$(j2l7C6~YyxiuIh%2`kG;jW3!+Cbz zk-N%#xSjt~1B3K1(WdKeu$h4rTC;{W^F!FO%%iuaFoWY(vF)d*qHy@|==m*qAzYx1 zUu3bCgsCJ^M@{bqs6^g72Oo%H#Y&7AXS5e|Oer1t!F>R8S`T$x5xGmG8dOcY&%PhV z0xHk_Oo+ubw(4=6mlH55_vfnA+B=y2kKxTgcpzr5y6XQo@E3jdlaU_w6|>jjcfBnCVcBoJzxr33t`^I z>31=r@_6>;*by8WoGp2HvKhw$Tvx^$da(b#>+R87T+sD#P$M@X1SS(bUHCpI;lkw) zv;l4dSd&T3Cg-Jvh0!KPAIjpf%D;q(m)8l_Jf1(Uxi|=kXQ4!^(!jjxM^$4|q! zmU{aM3N^e9Y>Ty`s)O#;$Z#juC%8=YF;to_7{}8r52%}cfr0+D(t&)w?Rkhp8(|Zu zK4D5=koy3n#nk{?&g~wke0-YfCNB^}nmpDNO`z}a^w+bszu|MW=erNW>sXpTQmQR5 zg}H-%o^-adK*?@#4^a7mL&h|J@4jKi^$j!bH>Vqs)b?+!wWbQ!0!NN8?U#WnvCnU> zI-kU;hU-l3OjEeH!^)yrdKT)ByDQ%^{tS)xSL4sn5O7%KSo#V}?RFp4E?Y3~gfE-1 zPUn8U!p&P2Z~Xjdak@uewvpfo%@@=90%t~`A--sVdvp|*#=5?a3oPP%1Lfo9)GnAS zY-28dX%EGNY9qnUlh9w39-yw6fVDrm3S+dWVd3~EX@w6e+dQ~23cp^3h|K7^V@-Kwmv_u(9vR1skmrM&{3R>J@b*~^LF1++oWv< ze}Y-kxoEq%qez;$|8pgGyGQlE{}DFKz*b|gB~6tEXsb)&o<&_;_Ul%B$PtZwl_@mY z-+ADR!51S=dPSftvAkpyVu9J3(xlJ4(Xi@#_oB6%JT4o*GLc_?0L0#JM}@d1jl(^TwDj|Hi&K>Rkyl^DsCktSRiAhf3jx?ogDEz!J5ko?+cN zXkQ@ozuwP+W18MS2U%=kK;?qtjPhTw2>u$&*?1i0HuqO2z1D>hqZTd^LpA6nYKhlP z+u-yn$Fpmk+&I_8-67KS8^%Mwy8Pvtz|mj&d-yMIK=zU3*|DqsIF)P4#5n5*djh}Y#OF409wb$h}5Z1xb`yUyd zJa6EjwgyYnZz8T;G-6b+3xg5P3rw@5Kv-{L8OYitjeYv6qNI2>B&B@0;wk$ICKqR9&R%E6@MRIdW~TQ~N7I!OdZ zoP6$HJ7f;Ob_|UsKJ7-z?nC=y)=iM)Eu(#DN(~ynERH?5JOvv^rNku`t#F)YeMz_^ z6)JM)dyw%UWZljfN_7^1$|7zleobB&zUr!J7%q*S`AiSTKEz@Nor~k=fCv~38Nb}1 z&<@K7Z`n&ldqcnLko9#%W(b{SsZOU=g0_;`(m(y>_}8J_F#hBS%=Pu1(Cg2IqB=6M zB4P`caLSA3`UK9o4cEWlX^aC8sb1UiwBvj=%P0GQO)S*vono$NLh=UF)5q7o!bts< zJ=$h6Ff!ds94fZNRQ1nF&zxegF38AC-TNR^k&nhzG6`aXv_Q3_R2Yt&cs*83e;Stk z6f?f4(Zi&^cVA*!I*}^wgpYqgJd8aw>HFK{g2h~CbQav=iA=kDY~mZ@@acNxAL%e% z?AXsasKhA&Rn#*TAqT&~R7*v(8rKS}DNnc$X{Qirc;slc8kb?QWH|N?|Y9Y&@wqxND~YKjt!^p1n_f+H@iY8%yV=W>!t zg3oRjR+yZX&r=k;1?%NsPWc~vgAsdMKk|YdOng7`ce)Ubz zccMr)aKArBUb9tcWKw}K+RBBhcs)#HzYx&)sR(tn+m%c5Sdn7UIT!Yx1H-eb_wjCW z!cgy4*(zxeH%Lu}$phlBcp;!CpT`$wwnkE}dtZaqN6%=U{^W$-x_8WyziM%$z*95d z@Hvi|H1{@I`d~zKfIcilXVcb*K%wNz_-vB;i#%65&?c611BEo?cJV_Co)$x?qRcD zu%)-#4IB{rdFfig1eTdcsb#-gK#Iy{)4<>ttV+0}yiZ*nD3_in@|sjaee8Vr`vz_3 zt}yZP`GcYdCl&DYr z7Ahb7SE9@B2z`#XdAIlpI4ONG>z_a)G{h=9T0XlA6MH8$#HMFpFv#KH9g|x)Jj^JP zAwh#>H3|X!2QpwNX0#z))fCF&=@ouT{KHfO)+>ezy7;e@hmic{JXTt~nWoWeg#p&g z`FN=j=s3laKvdGlz9-8fQODe{=Ub?$$yOgWRK!{?$zFo4J=b=93CV$SrS{z`T@5(* zP;IxEmIYFNJT;+x){2el0)ZdRZE&ri^a$IJEGP^lU8j4u8-}{qb&f8z;c~s#-yQPT zki6r-wZzQ`tP9;Kk$d(W_KHT@jBgC%L<{a~>KuXElQvF`O;xb4$hJ~iBnl}USqCl& zh(KeGKq`OWBdn76D#TQrLZC7}df3v_A7<%-zXS#)V| zo?Ze;%0evXnagp`-KF5(?ro0=R_w^=x7p^Z(r<25+%SI3?nt*>1&$|Cg-?qTu}OPL zuAHC;V_iILhJgo>V!Y`f#JC41^jr@xYU~7WJf6u!`w->{Q3d7ap5frD2j8Qe02Q^vRyb&$v&mzS zgyn|@UWPOpVBPW3fQWQsSlHj1QGMwlOpd?ZsEd;aQvRKw0L#k+x|ZZYLFOJD=Kc7G zEx;S<{e67w=uhBGtK^mUDC{QRjESt z#?GnqcXP0QtTG{a??EI-{Smz7oP$k&ZkwfURNxGczu@Bs4lr@;dD+SHd_eL&<`-kj z4zs-U1+u;WVXD#js_ND+h$|7#<+{=^#P3lk1M5%d-4R@^e%u2VHZtrDX-lxK$D@*8 ziw;Hzx`}67M~O7w=Cxf#&VWaSPPT5?p z_5QA}4~1~)(`cB9k`itW8axWslZ8pK=dEp$`OxRu{pq*TRc!T8o~;RW!G5649sQ^R z%kTbEcyMQQ`?*B{mfQKcGB2yTH>nr~4EDMPKdHsl|Ke(Q8HGW<=w`CeTP-N~^G`Kz z%L^xuoFIsOQh?!DqU6Sg5zP2c?65bvggF$JS)Rg5ARS(jKbPf4q*1>0Ykkyan_rn# z8061jiRD~Ow@MC-v)=SlHBp6W9#Uie-)tB&5&AYPJ_pqw(t19XG2o`RcTUMh9pq}u zx9##=AW(fyrj{Pt!oj4#y*|N?+qv-fmP+0x%)JW_dU9D|n^PVO&&6$GbMbM)*N~gA z!gIqZlyZbfZ%nq~T*}za;nlu#)nYK4@rI*} zhlyUJzQ|Q0ps-5BS{*!$!(-#*gzY|_XHs@jEv&>5PDf(CLLNwzUk zI{<4ATK$J(jv&e7qekryZTSw^g4`eR_ZX?=pfOi zM_u1N3YtG{9^8BRFwRfBtV&AAg&h2$^>X$;jHU+oGZa0A8ON)tJ)>hVKTgyZW6;1k zncI>QX9cjCxo*j1K?cbp%S)dQl;c2P)T_@t7SL_EdTRZ>8I%S3xy;d7VtN1Bv0YN( z&>WRid}%vh>X%QPus(4RM!jAA?@NutMCjV`uA>^;p7Bd{(El||j=1Yht7#AzCu8n- zHAxU?k18D^pSQ%~IiuhMj<&GG)zTKR`yvjX=DuwIVFU(b<2G(xti}G0>-Jo{$@560{s{PL9h2@O0CWgZ1NASq$PFfzy+okjL+{nnMnSx(P!MR7;` zM>)xTwrJaX_~~Lrybj@H3eC&klt3IVx0xH}zlg0gj~}H5I$>w?LY?O78zkR9ZWZBw z7F!;D=ODh^0gE0T-sC7T#F>i$*_qDRI2`hC;IRnI!}M;CMsX-k<}~x#d`_epeYr2} z@g-bR9DVhSE*!_kXF^%x;&Aq+f7I*e0oWd9>{i&Z04=nmt%^^xaE6;T&i^_C&d;^p z;rjX!1`oaPW7)xh1Di$3Y8tlCz?(5ldg~8AbvL`@WG>-CuvMMLD_YoSACmHX@(0J3 zY~6)(;&7PsIMZxa9$H>C(DKpk$9loR9~%G#fmd!|6=-K zBTTC^Hz5PN&mHJJ+dBrGrUH&W6Lc_DE*qjfl7jtliG$PY#yD#I>TQp56OQ^7b?%G~ zgt|!gzNPq#ZLe+-^L7JR;?8;{$t<|-^*G3KToT8ARM0Y*oQ76Wk^fO}-tknvZydKn zG$gA+TS!Stq>EID(4eGLMo1A-NJd8b5?Ph3tWe4(^E&q4dmnpqhCP3Nf1cOtd7X3a z`?>DV=l%ZUdG-r)1>us+_cKiAs(`F7Ze|{!0bTbVR5vqyh6V+-ri=Nk*mdw|lkom( zcrA2SSfRZJsbAhtjQWjr!}{fyw?YQQffyD0a4~cjl>3s& z4pv^cn0`Uc%BT)jtc7~?BGjPk_eYH1f15z7X?%XSu{4k#oE(4lLm9?jFH%0RC&O^l z@g2<8A7G?fYlP$0Rjit}?67D!2ldMP+X+r2DE4m3N$Tu?g&*H#cG5k?T2+3L$w7Z? zbPl|eG++azk3B!Elq+wo$90!viz24in;*7 zQjR9Dug1S69>|}vFFmo_I^WZ@WlZiiSY7JQwav?Ks~0Y;2pzcu!}lEr7GIu6s=Qyy z`By?np)*`2Ij|gMCmfbl`dk_g6XQGS0!KFV!$xY@Ba)k{+4^t!rN|AB6?m z^j*sz5lHlX+}rq$0dXoPEM3JMax3g@QaRjU^``oshpFW-UH)9TdcYi~Klv3bYRutm z4l)p0{~|GX_hDPbew>z5{CXi>6dM_*Z97w2aYj4%OV@cyfuj z6%u88xr;0pu!&W3^18U89PJai+dl0w7&jzsBD?b;E@dPO7*o2ibp9d7IVmqBnr`f6 z)s=wNk5{8xXjzeTB{1v0s4mv(1Jiv`ap*X(Wb8a)3IxT!W8r4Ua5Uq~Lva=^7}(=n z^44hxXYC)#E1opOWutY`<`x2VNr1Rl{}|IKx+A9JLw+; z{lwyO$|fCjiqW$L$lBwWMvK{;(r+YG|989XQz??emkHB#O4z}}8m^siAM202pnA9o z2OdAZD8(5e~(RE1vbCEzx&HL`sRI?>ON(5RXUjA3ymC`e|-iRof=O9GBMlk-2G%yO+jW_auivQ(eq$ zP61>_W=Mx1GEG8->8g6we)J^RtN{HU^#+g?FouKkcj^?{oM3#aI zZb-cN!4c&ORsYd5G8wFlDc1cKT3Jps zGzb5{mJF-j3f(bC)?p9aX`%p?=2x2Z8mlojprZJQ0S%O|?h3nRK^QUu*>}$qw@ygD%ngAadX}nZv)6S10i*A{hZ{Gsqt89s^Auee59^dcfT22anZ%eD}VeV+V8-)rDjNlMgo#A zewb~c{)hGZg6MTt_QTwz#w3=TpOAd^&Be5kY#3?Dzw=0NFSZ?K+VOnQ0_V6Jczw@! zz=VBRa=Drmu4hV>saenh#Zjd>&PNM|r5>D~qYr`E`v0QpjlE&sqdh{j&i#Z(sz1DdLP4$!7q7S{WpE#21 zBVLcou6oODx>u3OjS(C*^3Q%KCJCg7%{MQsCZX(- zX{>eX802x3uHBRJgGpr}Z)!0OB=A(wko;7|cF|Es%s%Ad zOkwU)yznXxpFd;dKgocL3Tb*b^ekaPU+nB8-a>Mk>fL~CS77$n&4^jcKq$O;R;Rv2 zf9rRLs_6`dp-I|D{CR09_MEK^dj#ZwTqhP1RwS^*+d^9ZIA9*cyFd$z#}+r^jL6K0{F{)I&5UrX!=JbLuqR20@8`@_MJWrhPP z|74$S&%vRcu2ZMm>X4k9{z`j%7$$@jAKnkNAkc7fISB4QiNndEDdInzk(%^|bx0`^ zmL27KPJc|sj(tNj#K@yCaJxf6o*@Qb6=v~Rjh=vB#Zyxz_v3Leb!zG8u{s#ROV>Sk z^l|L(!fXD8PROqdC7FhPfpOvANy0UjKvAXldrn8e=BDymLev{ZNra+8$kuAOmCfw}q>VlIe|&z3!;RL?lQxsstzhV#{lXhUV_J@TxKH7x z6yvCJjVTQD{eEvR>I}uA5sNEXT0q^z7+OPC)bJBmF)HE3wW))SPqR01K>4jsXnYI| z^xk&SGn~bVWw$n#zBAbMh}rXS+%xD&jvW^neh2*~{sX*?5!iaHj(K}SFs}T5Hg;aH z2%BFta0}F@!jMf$RNr_R4%0W;UD|kwDI~R02f8az+Qh{8CH)UhsB%mktPZQ+c(>tc3s|e8OC7msg4AGT3vt>3bT#19 z@DPE{L%d(>`DZLRE-HWM!(;5snrk&xGs8~3B+s7TH{@tFO;%F2ufUKLU8&zjDkL?m z9f|#I2_3$fH)k#x0%>OQmBe>tB$@CZz4_$_OzHkSHrs206B>d4%@P0K$J2rbY}}xS z;ZT_4TMeX^M-Veio3ZhRrr2&5E9~ES`_?~WgpR4jyBgn~;LL3H(|^mfnB!|J%9#HK z=Z{SFpRBqBQ_GV)cP@Ox^sA?S$M_zXqYGDObM&KwnTxU^T)H+eUKLE16#uP~Zs z)hdsqMLQNYs|Etoq0NtypYC9?fS4vpbPAVFU9R+hx&fW7yXh#jhhc7?d(q~^by(CN z`%&^d3M!lZRrb9Oz~M*I%*VSEpx=H?Q1WCWwwGv2_jkl1iN}jIH2o&DMtIu$IdwzR z?t?0pvDrvk+Wq5+=|xz4v)*0cE{$cr_pcA7X5-M>n}MZ$>lpdGjqA$Joe&Tgb^Uak zGECMU6dnn##B8n4^af*3f#kvWbwKJ9Qa07QS&kdxfcYKvv{T!$j=}a}(d%pi9p@v9 zUk~3CXrr5}Lpc^)AHu1X1_J*ReSEl`VK(tr>?$@WT#=a_qYNA9u<_ zF`Tz!nBguGf$@gx+_#3V0D0kN-nIiuuy`)!lYrsRE#9B=iP>`>sZJG9yHyk+XNu!E zYtC}9NXffD8J>ZkZH_~^Z#{4>MIVpt4iFwF9w6BPs?07FHNAA z-m_=Mgb9bPtAPj5y=1Xgv^b}BlV%N18;^t7JstPz!0_SAPq*I=#wPC2k}pwCu)rrmmRRJ& z){_0rdk@s$h`x79N`o6N_$Z#I_4I-sjD?YiJfO~%31;hV$9|`j0n$4KoGv!;(DVF&nr*PUUC{daejMR@DPvgxJU{pR;`k3E7sLOE7 z-T#0WC;=`5*Uy}S)#|T2)o?x27w$>vS>)(42=(-NovpMOG*+ zH{^9aRe|JKGb>XW0`~DxDur)p;Pg~1Z36RYSox5hOdHq@S(NCyW7_Yr$S>4>60` zJut%+&&3>rogZQ0txBYT1S>2sI#q<3%)-zf>kI2-S{NJD+&}U_5{RntKl+2VID_7y zU@^rS7xhxsfNSws6e!y1_$~leS?RQnoZW!l^m_*x!X808 z{&owv@fjBUk~WQ&P9icDYVZku$L=|Yo1-VcZ1K|b8*Dc(LOg9vAJB{w=!E@JKZx<+ zIEB%q_PZXmUCaI$^R)ol$~fpnz!avM9IrguM*|HXm@2EQe_-p)7T+Sqx3C!_O7}jk z8QS#=K1i{PLdQhL>`0{{Ovw}*Reah9(HvUu4jd}Ma>L)FhGThhG}kX5(_qTq;#_f8 zN=*%}-5|bo%h!cry4hz-#sT= zjmnU2n@_-@Tsg-F&R1ZfQirIdoC!q9j@i|Yf6!VjTw>7j6sdI&nt~rL%F)TQoo#x1 z0*1cJs!e`l1G1`M(&MZDu%DI`$-b@z)SaV&x43Fx^x0PlCyg0c`Rvr?rUSV6o~R9DY_xrju;YFU<#PB5_~l`UR23BBj%56d;$5ol8wc2h%ru~}D- zaK^d;X77+_tc=QF#;kR{&2<{d4lf-9^ORw;?vUks?-ZEuu9iXMWVWB}{oP+BCwkLBP{qMgn*3AQ@p>%t(!ZjEas6R+({t8W#TwQtk)j;l;`?xvV zjRVEmq&M=5kRN1?XE|FTdXHcGM!hgrcW95jj%+5-Jo$Ph(G#d;`Nbx?h=lrZ0rssbP4hoEbBGu`lGZMqt z=h540vnvHhe{%OU8ruQc#&g)?6b+6#GyS|d--G0K5i6p#7%qm!HM|Z8h9>`%y}z%A z%h6OnQPiqg$E-_-1R^=iaNOI5h;=uh{OGn#2lX{r-ebKj_;?JEMhYh$Z&!smDEaW0(y@P2wP80tRr>)yaJuBj=!d*VpI-*%kE2Mc7NvoU|lUQ-n+ z^23-_ZTJW@)9VwKcOC+TdRATGPYg_&3wqmxJcOpZc6Pq3me};3iR&M9;QR@ecb{mP zkhDA+F{Ahjb1%nbaYbyvfWrr$7uurGaQ~6H@WWJ?Yh}oqo)N&ZcQhMS3uj=Wc<67{Yd2Lv6?BUG?uS!uaG@_ESz#F!^%W z)`*z{rb7x#Yae%Gn}e%Y&o(uf3yrgCd6Nip^rN~<#YuRBZG5VP)dL(Cu591p6s0QL_`6(?cjPVG zROTvfCi5DB!VaL$UXSm1aD|43W(N(;9uJsJHB`&Bz0yP2W?Wc6%LibLOq>yv3VyJ`KC+0cejJKyNm2ADV5kk*D&vRCJ4IH zd~iu6f4q$Oqj*x($F&*>`K*T+KrcbT(c1B|e+C!F8@Xe?$CJrA6c z8zwOR+V%HzLI+U7{rmmu5lefU%54wbhnb+zUwM)HVPKk0w78fVhr065Nymr567!=q z)tq2lbMbHXmPiGPMt6Turzmzz*V21hzQtOvq~RMbRP4D?aovml0yLhu!2Ptj0vlIF zpYi##7Z0+n8f(0O#=9yrO|FetSb1Jqij4tQ(tbNL9iYQC zYG8z%p*Hkw`lWn3Du7fxARE`&ibEGBtL$IB#l=AluJN-;P$_$xX;>>4sBQS z*h6}&|N8~C+WpGyy-Tq0{mL`NOW8m@-gvEH;xx1kUa(a&xeN_ta=yOuA?%&qJiw$? z0}Jizu4lS$LR?eUw83L5?El=SKk()d48~U7%lxST)2G-+I%>wSyE`OyMRErc`BdM2 zaVW!7d4^B%RmRvipJGF}dJA$wc(fQb3D6@mz}xma6Ua+}zs+vi;=E_MNp3tV3@j9Q zTUs*`=>7}_-K&?u{>6)<>3q4+cMl+U)bjOV+~iV1M050&SKNNY95oz6CD4j`iuKB4W>B_3U%pw zK%Pyn-UUW)Y;FAe`qH0wP;m6TPgt`Yqc8M$9Yeyq=iL9xl91y``FFt>h{t1{|?26(mJ_R{nv&81MSwd7-@6$}ayEs-e zZYHlP3Ej)wqN$w4NLn1YMZDesvA$D5*Rm~PxVGls;h_eknC=`t?XHGYpDK}y7 zZmt~>34JhGaQaeNUMNgVnX&avm_fUZX<^2_%RmjelbAxVgTBa!{m-ROBdSx_-9$Wa z=xT}Hqe?RND05!Ww`xHur)@0qA!x0#)7 zy3}4w<8n=S5J0!Z=@0CtX1Bbf&3=*1J`FZY9eWG)xghI~C*y;e1?ZC)V!W6X3{w}f zK1~YV!O6CxOCLIyvE1z0%1-J{ll=H^gyrQG=2H)9}nTU=8cSO;S5V^`OxVVvkBQm3WgW8dpUmn%2yAC7`|7ikWxYMp?Jo!_K5Q%Sgx^>I386VI(WRtmHAwz*R9pGWQ{6tg+)PyJq?i>i?rV zz!kX@C@CVX#~IoQ49j8@YNrq5SnS?k-fcQaJ{kEG6pP~2>B7Bf|BPX1 z%{Jnnof`~sZ+4Y%IRg1!E9ZGrUzn+y+U&iqfmJIz>+ZVrQ3sj#H8~&YnFs;q1VM zODT4zz8}b!qpKV+P+~QLWrG}k@xw1*L?y`nP_YXxzc#S=-EnB^z7*?EGeqLXp3#p< ztF5r9^T6%+O%-VPy*qyzR50ntg#@#}eK_>#cI$wLFKjAFb{`eI1--N?QdXjWV5MEJ zS#nGOKE8QuQu0z8dm7A^QbN68AZ1!?if1o$vjw?oCc8q{i6jew#7rRF$o~H80}~_} zMmQFb1Yj`6>6IKSKQ07sOKIos!m(4s87HI<5E%cxeY&lGn;cEn>42r4Q?OC6vGc

Z;3FVE| zQsZ*8Ld-9%{32nlY|`K$&kvyLdOJGp-G#F$H^Lg3USciLbiSeT63$F2v+?*xV53j) zzm(%2vFuCGe~aefNY=)VtSEn|e%gBEyUtEb=lz(m{~-|@n67%v-#5UeC6mnl>l!fQ z{ARQ4h%5|lpQ>ASJdU;c4zt6r+kmphPWXM61}T?+9lDY`it(?0pFY5mhzlupx-V)& zaZrGtEhD-Qmn(MPab4Jpg`d7M9~JM0@yrnwo#eaNdbK<&c*6~rpJg6nxiE(l(Q0l| z$0#^zsP*vmVh0Y4(%+vcy9=#?YPu#VD?m*#wK(X+hod_Cd+*FG;UGTtjpSnivhdqK zpS-4EP{E*d#Opk^;AF57Ys(fFmsf6^>BV9FV_z&McH>xXOBtJnGc+D9>{FB%fqH%o z+S#Ma*xnu{`DW(?fsT9TWUTKor1Td_G{)6IdqVSuara(WgwMI&L}y$c-#dOY+z-Yc z-CFo!D2f?1cSntSPeGGTz)OAKIo#9~j;RT(h0$6u9;cTPSZ7w)%%L$216r~lbGIFb zmQkvs9q%~wUH+MAS(l5sPb6~7)(+s<437WSPlL(Vex!6U1^j$_;TgxXGeFravR&1Z zMnZk!?u5*IEU-T!;$C2e-T69Ef4o$o&RS>AXOb14J@(X*Gu(@t_Ugy^x7N4tvzeoL zJp#r!Z+S@CXUfr@FO2#VZGpY!BJBTZ_uxFu$L3C%^Ee`9HNNg^iq(q&hL%670PlF6 zlNP;*tB&*`S5A$<_}=}~g(Hpdtsr;aY{*=WroCN+Gsyztm55wDyZ69Sgi`JHA_vL8GeIigzn_EzBkJ-Bp1aQ_k`J zaxzehBs&Rq$8oA|?CGo$3y$0LW`EQ+ftlO0IVp67Fk4eU_JubUrjo8@%QH4(<;JYV znUm2#^6&eVqPH8is>CTXH;iK>__M^%&XR(0q)i@rlj~RBNt}`P^)W1^Za%ovg+L+S8J+Mx4Gu zoPL}a&F&Fwd)az=eL@!6V|3&GF>V;XG_l#EprvGTazUy)y$AYf#VBqi@+eEn$4-wJIRALdrTY@D`6Q0PBcJ7+5T_7^|S7YC{Ch!cU@ zr9n$Q8AeEE?|3OyZv)c|?9&pgI?y}g;k?w_jh`i7t(1Ph0&%u(4~(u@!Hmy=8$q{r zV{RrtQ_JOh*qrlP zt;>o;%WLDF`Bpf|^KXaEnY~E0Vok1!XNQ=5*Ni^AV8n(J_|$n<7AeAUQ398AaOJU+ zu7d0sj86D-v^=OL&`T@io@muZ%A3lX#Sg03e_3KtPh&sMGcLZZ(v*goJLGxaWqXW^ zbDMRjh{BFUuNU#J^^tnq$A0Glgb_7f!BM-nICGpO;Cs^r=s!HQE3Kp#$6iYP@;*Nd zL#@ppXtGXUrW!iskJW^jWmf?!2!l-HQzt+=5KM*qlO&l&;ge z&|v5&oU9RT$d#i>C(kW5l>^~>PEG}E?H8%WICk6!3e}Hp3h7b}rff+tDXyT9 zKw84_H2lU+2m^}W&`T5Y67v|^v>v<+v4zu}|#ydaULBHNBEsydVVdC?K z#iNfVP^obw?~HmCj{Z1Vo#uWShl~bnuk)KD)y2NQL1h5vRthTzeyZ_ zbb#N_G#7?`(wBknxy3)7KF$B!B{A(^Rk(tpwm zI|OReES*Bk2;j{#f zht(#xN5;W&a=Q>&Hv^Vi$=dRV<6z+5g1~O92WpP2X2$mtqy!F%%MHGV={(k-77Fe- zsP!n%aqGg`mi z!BTgO%8j|4t?SooYf43+j^EzpjG8Ru@BJ81x&H*F9k95ouA+%k7GK`$2}D5mjg_30 zFB4dGdz$ELZi?fk6?Z+f3}Bw)F5iJxFKEi&ts_j~!P&3c4@M#Z=XjnHbg6$}PHt^n zilTxoWS!7+9Zj%s@aD(8rb;;OaG`6p>^pX9_>U*OBfzRvHh=D80~~(jEB>`U3x`UK zQiOz$AvwggPJ(d^inrUTmKl~q!@b0J!FNNk=>ivj!=FJ|6pdBd_L2fo$%c-HH$LJ} zz%SmHrI}c$u6BA?Di2Ki-8$o3OpC+{yUUL^_u|0nhQuF%y|8eot)x=;B@Tx9`z=8U zjID|OZq<^*3I59(BejuoG&dIAlKZW3j<1CMVqG5eW5ub+K4pBzX`*YAmW^{91WMLV zUs(Ldx2yPL9L{b&T@cgb#1eUpsWt1*Sn=a%mf1H6=*(4T&QrYyWO+B|kzIv2Ha3)7 zk|2gdXDu%txrk6L^J;)=r40KXMn|)6{Dpz4r{>>UGH{BqtLk%@|y*kv@$CdgL^m%T{MTN5QTvNyG9DE}8x>o;leACF>p1jq zTZ+Gmy$6L4O5g6)aK$knp~!}dXJMS5`%H<@jOz@3g#5JZ9XW!hsp+LL%jhK zP{rE?E^*dkzxnG8_iSkxAIvu>dy6pKBzefisvYNR!tUwo6+xgBBNO%5U4rDQ*Bci`To4$5&x^uykp1I5#u)8^p~+~I`{#bHgBF5{k3&&4J@*6 zara{vdq1`1Bpq&y^(|fz6#!~$!o7REFK}5RE-*b?9Q$R%9+lE$%FHh2M8iO%4*a-E1i{UG;}0v%I$De^-(EVOeFTdCZ{7;XqF1nM*g*aZ0F@*D=r!Cs$I`n*LnJB%96+O)GzW9FZ?tn+GqJTWiv604F_L?Ac7(mZh21vG-p2$S;78e$ zCQ1557`W(W_-y19EH&MWmK75LYMt?mm$etL>bJhj-SC$K?y4x~_>>Rv!w z>EIVX!7~IJ>9A6R!^aQ@82F=EFKl`G?f|}HLOAYpm9C_J0E*B2_j~$@Dt;d}LcDRMXWR%$Cu?C$(= ztFjon++26%Ox(m(1#df6YeW3oyfbm)i$2VjYAQVC@xz4`3k}M?a2RV=NPXBih5fh4 zeT_8#e@|o-mut=^Xk`eB4zoUitsf5`Qp}Ek#^IyQpS|pW=qj3Z??p8IWJc0Z?Ng5_;du%A#`&$ zlz8`a9miXP?DCH&LE&lZ7m3Z*km)fK5J1j_X5Q700rdx7anUB-RYSN41`6todkufUz**9} zUsJu%f9IQJe)13wMkS{^nfT#su#@{fZdGXBwOgN{(*X_IE?mFjqoId>ufTSa+C<#s?&V&!9ETBCYxU%RDcI0geWT)eHa3n}e$VFTLds)Hkw-5bp|S3G_di{B z=-aCrw97^nhfXsbeXdrHo1Rr)*>tZ!bHJkpxkHvPqRkhwLtGmc_k3Tw6PSpR?AJ>_ zc&kF^C8m1W;!qs<&CfvDF^D;F<)LZzSvXU5ab!Wf6W1A%?qyDU!I0jx-gG$k7XJ}_ z|GTjZR`Th%uBvbKeU#ye^Pc};?6%O;d%JF8KgzBrR5wCJYDBR2OdhzaiV%x)R*~H4 zz_b>64f;66WbV+aVo%@N)bWSkkTm5Y^1(wJs&XAJHMq3Fyq9y-o1Z#BZ2NxblJF7q z<&-6_-;~Ee$)o+Iq)iyOuPjk+SA#K6v{FA`>4$MOv-VJpV=$5E%GyL61mZ1Eo2SB= zax`5%+PX6mFhBEY_2f=Fn9wYw^9a5mM<4pv_@_TF_MQC4enImr4$udAihfCf>hG>? z=FT^8W&Kcu@8K!f+*fo=^$sK4tlD?T^YmGqxx5Y{0X^ywdJQ9G&P?T6O$Bq*( zD{0!Evf_*|i^FX13Jhhp1J3O=fZ@gYs+YSJp_=D*R_@VAAUYi7+p~j! z4N8K;3guHkt;q`*y)2LQoO_KK?Ym(5FjeT|zapFni*{7^J_oTRA*Vz_6VyC8_1(6T zf>=BlS@rKO`cysL?Y}7x)3l#tn+1!j^kCwzoZw(BR1@n(c~ole0CMt801PZrQzxdIj+QgQ5P($|=A7ie+3 zQOoyW2}V9EJv7v$gWz!K0?UdhXszG3cr2(ujkN z%E9O7;A1mv7TLy|3HCtgZsGk!8B|#0{|E&=H&EGWCtv3D0u;%HJ&kalh7H3v&;RbJ zgt;CMV-At+*a86^!IM4EwRqC%w=X9aUgs~=+rt7wikUYir`v(L64cD~f`|!yJ!OY{ zYoMWbVBaOFIHWo^Y>Z}Hg@OHIZ_LkWAvv&e$oAbm9Gj6(pR+iN&Gg460;P#aI)Bnf z{6rTP#%v!bWxEQ4IY)(ei+{p#zLukpKGVz52l9XN`ZtP&WyZd%&z=F@FU9`G&NICW3=bfKlq5tW} zmmjsmfy`)bvl`5R{rjS_o~_p-DI`qJI_C_mdZn+&CQ*Q_q(&UA^umk~lMgDjgV3CR z)%@QZ1?XuMr8_A421ZU%S=|m@fCam&j1_NHpkFZc=Dqj>Ti>T9G^Q+tBT?--p4WCG z^`aVOhW-f-?C83qZ5N4Ys`U-^Up@mxw6*v!r3c%q-$Yk;ZNpj7Rl5u9ccC%WI8iJx z8C$QNNVA^pz-58xZIsdys19UQI{#lKG)|vTAKg_A#1l&DZn-9qz)}5@=glnwP3hbx z-m9TF)^)I~_?iifi!M4`3(3c|-}VQsz4f8{)~j@->p2;@#N(BDG8%* zIOCS@h=J$8pTMb6%G{6g0z-R5GQtY`+h?m#go+ zypbhG;}>6DOn(}d$m`v{K`EHJ$JUhlV+Mz2>qBaU_v6?R)oo+Jm!a!g zgHke60Fs!>Y8z-JvEhjNZyAjx?Cs{u@@g=H`F}ga-)|nm;lqbDZt-k``N@W0Lc9Qh zZf%oCtxXZf@0goPn@8i+FH&Vt>Q`vmNaPkep$7%r&4+J2J`QB98PCk!tGJT0Z|K1B zPf#Dj+fl@_jMGf-^BONsV*TKeQ`-Z}F@0jM+`|uD@%j%RwFk;=oW`rrl`rgO2T}0+)D+{JCN$zSYKYths4{D zXHK@?1mX=nw{Gq#nCkrO+;L+aW)CciiGQL;a-t$T)io2SJ)a#ddqy#1-*Eb+^IvgN z=YV*=o+gwXEqOC$d#DP#2KHS@IKvKiY3HeJTjA784${IB!XKtviANwd zrnBUg)hQ&uA7P61xPo;nUg;DP0V!g16?Z*eK*Gu8Hx*vlKxJ;=78fpq`9xZ4=4}fw z_g0W!ZQvVpe|}_5$dCXE+hzO_V1xe#rlPBL=&+Rj%b$#uYcO*~&gAZo3K(fMeYgGn z8;oatZ@~TJCJe1hF7|%C1C^`vJ!QXc^TT4zjL5tP)suw74MX=|wThOx+PMkLCOgxv9M4%NaYD>^Kg8kR_NWH$d zE=MDNLgkR15_YfMsJz9r2rWq}4-2cd;rza86&;Oz*ncPUn<-HV$s2!u+?R}j{JG5? zOdAeZ6y&NMz2FJty|Mz_MT!_>er);AqhK6)sPR*j*#~-gwzG<{MB>zD_aEBbk8ya9 zW=g{=Ua0-LbZlksFQnejYdk7Jv*k55#%|ibA)aYET=EnZyYp85J67HbtQfUyI*hoplyhO%L?iodoa z&H?6fEA=dzZUcEkC)IKO6)shLFztmc^{fCS@sGJs9a%*LxXq11O=DJ6@J}LrIzT3Hq1;=$G_&JpQ^< zj_$6{09#Hy&XW!hB*iY{(9w0`Xc9k8-y^J9vxH;UYiA*j2pU}c&Xko-mV-34ICb5K z7@U!urTu-B8%eZ}-ba13gvAR#p0Mvp!`Y+!-j{XdVL~jv$~=z%WieV}N!xxyo88C4 zUFX$srAw^o+ED=@?FuThllX$2gDk-#eiWeSwiY$4N8tL>coD5=Ax3VbeKg=V1H$7v zm(#B_am<@^=*2`4G_$T=c6xadzuO#o_C|NB|NeER%Ny**^aZYK`iqP(ekq*8amQ^K z;y&hR-P;ZwhR@NXF&>tRUmDh3eF^j8za)0Q?S@5~Qnj_rD?l{23S&8T7$@(Q60Vfk zz~JLQwpv~-5GvX2$4WVY;}(n;;3F;fUsd2d-EsavArcgvDgGKD77z1!^U9s&2+N0P=|xoxp{DEF z3RTb(2iR_P#pt}i+(?B)(a(-BW_6eEH46zRURxbl;^^A?pVvk>`5Iuv;#}5O{YhNi zl`FE=w+br)%&7s_vtc1vb$;ULVXV=}p0WEzz}Y@ut0~nWD5&mgqxqr>ZKX@FowpEI zEftRL|8W*q^}p7?(3Zo(HTL{BQ;s;-XD_?Ml@od&x`(ZTCU#x3`Hl9MVMN!T@y;V# ztUGh{Uqj|KpcG`aTh|~oydRM2QgXqrPWK>nO?PaQjz2q6tOVJ-^u|@e0x0@3e)b*c)itIs5!}*&!Sn zmOe5|e2HU^i-P~THUY)px$&|8KL^k7nDOxV3>GSL%y2B4V~3C0K1q8O7;1Q@@?Tyu z%m-e)OxyDd3T#TbOsocAs%SCjV1_xgZ|2&VEgyiE+j07@g0G|B9uuuhno$@guQNLB zlqJy2To?t8+mPo`K;95vhB?d2-wti-f$WuSZx8O+hs8ZbyUY*rAhkJfpMW?$F1ej2 ze9Q60=@&GyF-LYn3*ByWhdLp^O!IG>5kX*e#_ykQ;|r{Q*TyLm9tmCY8sDWqHR5bw zM7Ys+NhplFedn!33@#q6I;S|64&+j_y=(=(= z&%w?SXBrdkRPB+2SOfhxYCFeps?XuD-PXR>IfmZ_J#9zY7b7Hb+~n6kQMW_ zsyU($t7GTTypUnQ7wjm^O_uLH1&P+C&fgtrp<6O?lr$v?{WR@$0_Epmh&-sC{WckL zWU_V%9DIx9w}l4d=N>^REk94VfIbi}9*Hm%Wy2DqiyxMbBw*n+U4g9EI@mlS_Gyo8 zHdHOTUj6;gVymB)88H|(*zc2FQ~?D~o5R){wnOQUh{hv20oa+8(5{ud z2mZ29bFT`hAt_DhLB*Fgh@yYL#LCo-{p5mUuM(JXewpq0X;v9%t|55neEo#f;8yPM zx4%HT7-yW(%o!xB9!#~<6T^8A=jXdRL~xqB*6F&p8;(lOG!r~zVL*)k^-rE0ES>b( zSL^o{s`bEpB3BS*?Ri~%>r1ftk+9S5yH&8hz;?Lp>=B@jo+1~{J%{m?y?6B{5+T_@ z<&?>Y9_6dGrxc?5TwU*aEyid}jLK8GxEEd4CrSQQBd2fX1 zoDd`!e0wLmDFN{xwsD*Zy@5^L@h0hdwK$hIFFr1;hs)$sOw|KtaHg-u#r0+eGz=ti z*vqKG%KWYM%ipg9`E&mTQSu;+b-VO_JM{!x>7=8~Tg-rD!{SdU+CL{qCnWlT%DNX!&&J@wywyIR!k18g*ffp7Qw6%xd8=pc4P(=l zr-diN#$nB6VmLr`3X}7GKfmA-36t~7`Fl56fbuC+>67a`*7skFU<%g3{>Gmd`kyR8 z$%-%%6$+qbR~hek8xUye1|Fr?Tm@=5y_d^e#o-#Ittk)s7-?NwzfR)Zg;yIQnqOf2#|=9s&I2%&@5xt?8$yLh!mA}6f>&9 zACx5F=1?X>WJU+PvOGI&kR^1SRN_!s~gr{tu}_P z2E&Nh@K0g2XdGgeyOVPx5Y}2V`0h~ak&jrB?;Puoun4-C3*WcwUe1-{8F95TjQ#qyO)<6B<- zkjB^NNihyhd!8~%rA5-fn~Lae4ak+3(!EvM0HYQh)eKRokY4&kcH;A69Nop7`+zSG z=Y+XrU2;@l(lh;%NO3-n$rZBLRPbPDrZHWkr7x}qh6hObUx48>&X-5kkHb)rVE@mK z1?cN#-p2UO0j2|D48o0GV|w^TbY2yj?T__qfnYX16p*td9#iz{ae zn=NrPZvNha;9p3SuS*-~azTo7I*F95PoNPvX)4s8wQ(^Fd zbnB1f9@rFi|L%Vm4ds~J{yx`{`32_1?IXO7$~ayh5*k)ygEi((K~D?vV2*9T-|wqB zk{G>j?K$8GBW-kN>Ad36QzeG6mbnIqHD%80`5&<*>(UF~)1ENgzs@9=b z9GzjB-tJwtTqyda91GwoH6k$S3s&WoULerO=%?P4V1dzplCj<^d=1WB#iK3!pUL!u>vP~?4anA@mfCAAjKU>#vGU>23=;L}650m|eT}X!NM{x>&V3q0G$ynwmICTF<$O~%^SfvSOym9#< zl*i=6IkvN5OaG}CuFY>?^yd|pr&pMTg#wczUOq{L#}R9~PJ$11{L9pA~pBb7*I zn^@wHNr$NsrNF7`Mp(*-TfBtcKW)?za*>QuZR3(@`y+(f8 zR}NOZ0yPWQJaLZsQ4buq!`xgN_ja~6Ia<>A&DbJc)}!+uxq zz3YN0k#qyXdItW}56BH^Glly7mHb184RKIJva)JE5;pt3yE9i5!lJJJuMv6y99g{_ zbMc!jwln!Y#Uts~nzoYGHYlwKS1%s?f~7n^ zd90({VCZaT)%U$b90EQ6EXqNc-YCOooNuB1yPeGL(7RaqqvAGA`CB0UHh(o4lMLje zYOYy#ci~8$_L5iqtZ;E07pS>i|7 zxTnl{sO<>Ov5kLw`gCiaTsCE-8Kq&wdv;==rWQzYQaAoG$HL46@tdlD6p*`#CPmX* z^Oi!~9ONeBXdq?Iw(dPPd%mQ}`94mdSzV$rdLe}^mDS_g$##$$Ve(IH`~$X3Fo@;F zoPnMf#WP}7thi#N?iQP7hx1%s!sO%f*loB`_(Wp|#6-rmaBnKZyjo%B={zAI`2~v~ zv9>|VKf@II5KpYzezPa=Wf0_5x=V8e7U9AfIsT++AFNXPq?7kD6e&w(6Vlhd;CN&W z*I#oDDBXD|L(aM$2hU~QfAK^cmYO;GPZ&$W;sps#A;uIr8iTV`Au>Z z?ug4>ZqC4A30G4|)^=DZYo<0TkYK9UKHA>%9kxquCJ)B=LX)Tc@4fn-SbM&$_i1K0 zbY8rz@|Ng>1yZL*Y*HWM=H#%%8*U+(j`)?HPcwxbSwD(Dd$k~`_pkF%xEW?T^A>&ZQVy%hCbrd!IEFk?VVv! zx$l#dY7CZ}iWI5%4#UvL<>pM?LZk$r{^S@sjj6Zynh=+MBKdiL)_#>GIfl-mj`G4g z&>_!r_sdy?X`g1>*|E#eB=T86JUj!|j8dZ3?g#^!PU3iYb~`k`;L0ErJ_h0+Ipz7G zZ8$2GSuwK81OsM^A71a?^7M;t!5?MTVQkNR^AGPOvBQ&VkuUq}mdALXNMp~1g+P(S zaNg|%S`+=b-7`;-crHDU?572tpI*1TOEJUtn4Vy6)sNVt+@8F&e;S)x^y`k%J;Hgz z)X%KmYZyD^HnSMq1_RQrS83+iaFXUtE0vf8#H!VXv?ao zgd8mmS6j!nlQ2*akW=-l8a962e;(PEN?_S%%8(ek3&{7s$k8wA!w|Eq+UJOeFuBed zzx(|TTvRSUrTHodTeU}4cHc)>X#L5`P&9$bL-O8x_LbnryP77VMO*wYAMnGoP63Cg zC*EJWyEQN6QmHnph{G97yXwY{;{42Qk6jE=IIj9|Sub=5%2WE9PEI&t58Z(&ztn7? z{_9IOY@CHjE|KZ;R}a8|lR?EqQy%u8>Ejn2o`4+HvD>XI*4VgXCT&}81(G!zKlgq; z3@tLJo+o)yaq$b^ljnp+*!=Y9-&cN5=wat8$$I4EiPLy6x;F z>+lbKSmXCHh7S_xj}NK)#Z6)z`P$OCsE_bjRX(=A;tRI7b&K~+NaJXSk0aAXSr|K_ z?-utYA4ZMU!$cotV1LQfFEmNTk;D(U`Sk%z&qO>l+jSQytN}Y6`BJblRbsaPPZQS4 z1hg(t=#Uuj^19N-Fs%DCTS|4ZL$~}1)0eMG5&gH12y|`bXwYRo*bs!tf`?Bm3Zn4W zoFrR_sR2@#x9i~}9!$QlSE69{fOAq<1!2FTk&ja>Q^TI1Mnl}ik&Lw60Df$e+%LqLh`n58D-i@Al5PZ zk2S_%$DYl;dml=W^2~egMsFNWjLQ_|1b@Q*!DznkZF#t?vvY-Da2uA?^b*14zqhi3gM<^s@W0Feki`p#d`LT2h3mHX&~pP4*dqEjxAQ=SYOb#U1RMn zj!Br`IcohGmkwonHaA|y98Tw%$l&it&TPAs7CDTA$rmnsm)M5$*CG}|*K#2J#Pjlw z8~NDjA>5#r(+mw?=PZW}EGWDFps!S*;kjr=cN(9i$CzTm(g ztY`m}KL2Y1dt7;hDhv66H02<7?wmf5W~an!chN#!!DSKovUhS!)5zue-d~WDtEe?(r#w5u*K<`5d zsi(3Qu;^Juyk}m7nK%7^)5t$Z3d6F!vB=~zax_ZD~D zO*{F{Dg$!Fa{CT(&BGv9;Evtx9Z0=#YlD=`22=Wb7u=rG;OsM}A5L4`GNiHjZ2rV1 zuF9G(y%^AehN9zN51spmLwTKgOD|brk|%y_)cZJ$m0dWPzsUu&Gdya3-8XPj(~B!NT{uM$J(F|15ZO8D}H1}MIk|0x%8Vt;+g=9%0XXupxwuC8B*J$p{K zWTs2Nu*sfX(mhJhcUiqZYyJz364GAwCb0pBc>t4LLGanWM;@>3~?ZXjw zep}P8Z-JV!EOGnBei-|7G0ScEHmqp=*V;9I3?q71)vs2{Vbh(HZ8|Zr(3hJ0)Ym2k z7ms`pyJLM_j^+_V6rL_gd7i{B^@@Gi*&U7Z`ynC|8eIy4qX{9ah7E596 zYS(W5a|Ku^_oX>@;1ZAy(RF$~9>F1tZ!d7?^LCzA#$~ zqx!E>&;HQB#iX*beX21){LmesBp?GM!99PJ1;n8B4d-0n<3{MuV83O{`5u}R4Mz^Q zZ}E@D&XA<{t2lk)T%4GH6EvRRD@A|U1yXWRXOJ2}V2EwBd7A2hKiDGd z2pxggLhe6q^7JCk)8;uUNPoeUh+G2Q^(7?Tb?xUJl7zaA!Mo3_ws?$s)s)#{4odD_ zTy8Gj;-USsgJKePP(nH~JNWP<%yqW@v|1C#m;y&*aeE@nPHUT#%FhAG#cHsE<|(cb zURU`V)x!*zsHsm-1Qu==x?;T~f&HcoOQet{h}=1C@niiu4skJk6}Pwtb7y(3@cy|2 zgOO@4wx8Po>^su1KUW+ZuY&Ze@;oHdg%~AfJ;HInrID~EQ|w=TBDUY3jNR=0$AU{9 zVOhACbs~ut)~KWZUH{7sgG#SC3h#Zz4cGRr(Rx!H=!pzgO(+EN;?Ap;H(imWJ1~&< zdlH*O1y~QtOvAUoZ|faQ6=8%=8y?vCU^VrI1|z=?^xuv*?{T1oidiw^e%-^c(8zE# zbc+YZe~9ud1?Xab919l##=6;(Y zQHJ2Gd6#jEBgzYgONdC7@|@%H(u1BKrBfqYIXoX@bCX4l7Ye?=sSy0V0hAp(7=Jzw zhXJnhD!n=~Tb#0BdDdSL24V%v9EYr7;l&%HC$)ug^zDE5GcU~If~p9~U3>ka(io7Jqm_kUet=QN zmAX0ODjajNTPrg7h$)x()=STP1>&KeGM=;hfx3Ez*^B%d7hHm)v#!Nriul#tcmDr8 zc}M5oCNmONm~UI#%^SAGahpz^?+(MH?L3oA{wRHwJA+H7JbWBoj$__E zp2nk;7dZZgfzG?-pB#=tol8r;li$*=L-3fG0^4{u=A+4Ep`?T@y2~OhKA+I8^>mI zarTKQk1SymM+lMh&$lH&r&Y)p{`7w);2T94dBYDp{LZ{rhm)$vMv8|q=HA=TTl_S zEoAZ95cYc~{|PxA4s9m+$-fv}VZ5Ec;cB!MF2^rxoea1H^MtFe#m#m&IPv4@vsEYT zQLInj?sE=;lut=cX#E62x2lrxy(P#d&P82pi^gI1ku1$kcUajB4PP{3fx%h6nOMiC zFzRNu>byFonvH>E4MbYe&KM4=+|SUm7J z6xdhEAp0BgS!NKq^^g+^a7L6R)>Y zd2taIyi@Kf-fV>Go6X-YX_#Q#5{g9jod(j5M>28uRTCp&VzJl~aQmgU-(NZU zYdQ?)MI&J;@czqdl~u4Xulj{%)*OipKR7Z|{DA@&EYB~SV^_FFZ*WI2P>kn-zH~NY zK9BRWHCtoYP@L&>O8yPCYM1pZ`ZK14+>eH+ zKA0a6RAvu905zV+2+;@6Vps2=y`Oa;EI){Sd;QyfET8JM<+v4yZDj(l1POaFgXPxX zu@E0vN!7aA$1(%rzuD4H!aDU$ku z8Ps7ubQ{N|`MrG9k6S+K{NU2XJ;ONWk)_%F?hy3vA4>6L`wz-RF7chx6NGxXZyTG8 zJ7F-J@y*QamUlb&cvv&P19UlY;)ly+ocpG%Uw$wRx(|qtzSa(a!Fiu6E#|T?@?PoN zXrvvIWLZ0}35DWvw?M#8jb4~GTovkD;=n~JIr~S+b|m*(H59YdW7jzUXWHf8=t?O5`LfSsrH#e>PqA{y2oAww&KH+arSdK;a~eC)XxzXxEBL%1J z)2pLb#hYNDy85YEJ~wuMZS|d$oraP}+%9(iP7`RipM9&ZO~$F)6G8up?|`Y5>F;|Q zKLP1xMHOqxCJdVD@6K|{#(q{!`u^%3%qq%hR-@UA-F`+SwjOyP`uH_E2mbV3D_j1`3MK zC~th6!V|#QKhn~Wo;lEjs+NU1%`r$8} zd}{XUUH3dpRUhq}m8M1VhvLiKtQ|n8C_Of&mxqx>VhbYXMmRSmd0$wOgtM{-4InIzQGza-)3)AoSA`> zW+s2fW2~WxU_z+#5rhu9MB`IEdoi2kXX^nWI~z7C5?@HRX0@Lp}f7Q zoP<4Urt(5#hpVr^tj^-QAsX=m{gsc+1}R^~`tQM$B7aMu;89iM)O#;%i|*z0i%7xp zMOhi!d>w4_o%k(fJP9pXqt2G&KVeF6q}N!N37Sis*X23sVa7V0?!2KoRQU)eP{kg> zOldarwbe#w{43;GaC`wO^SKK%HF=Qy>v^=zlnnOq4aRBilR)Ybb(_i*VI-UNT(53B z4x~G;n145$VG(}y23yzk3{g<^M&s|sgvc;#BnGZ#7}%bc;6kBf$!*KB+a zEp0gd^?*Rk%p&&q^%rDxui^&#eaG<0i*oeKL2glRzT>n|iQ}!S{al1en=< zuS3=UFZNYme|SnooGPls;w1lv}oA7h2w-QzmU`U5)LQbLY9g{8Zaa|rZ z)`8hbwiYGYG(b&Gcds|wkh*s6+54UQqSInx%c4)A{UAkR^Gqeo&3UMbY7=3E_v;gWNjWU}^>s;X#0PpbGw@o$HzYl* z)cH4d85cC|cGfMGV`pAug1_+ubY@rQ#~<2{WZ#$%gqKY)m^LEU7vlu;27337Y0AR% z?T5TM*5;V}v%$IRw;B*b^D2iX)nHgA$#7aX1vhs|>WKwO!@^3a{F3oDnA6JePARs8 zw8OH4ZQo0VOvCADY$b4S$ckkl-Q%j}i&s=~~5?_7K1F@Tn_12R> zM*=Mn7tXUb2+B0LLua@~hT!OV0xeH_U_aFhpILG+l);jT)?Te>16Y0cxi|5bJ}f+bmTJ5q55?hCa`|5kG5$m3 zMgrX1Pn&5D!v%j^K2`>Aef~zBtyRbv|gj1(HMM zJ3dKKp}50~Q@Z~k4oHU_61w>VDB3|P9&YS7Zn=2BJn6tXt~4HlNrw`Kp*Q=G@{{q50uLi%?X3;#>PZ~8HhRLAbr8zzJL(mA znxLREDUfZM4@x#@4PUJ6Me5>-u9#!t(EQi#WJ~ZFY}PB!79IFQE~LbqO{d z972sS^M$d$A$JU$L!R7Mh}+8jm+^l}wlBjF>#GmeWzpDkN-f8}s}o0ayp}dvUm;nx z)Y<)OG0YyeeYiKX1si@ZD%_NA!#v^ zhx{j(ai;RU_CCcM*!L!~BPW6zQ(rM(44>EoO>|H9C_3(fR#QV0{zqc4wk*POFx(xR zqW&8@5@HOqC+)RQeN@E}{k84i_~oHxTd`MF@d$Rw-_t2#S;gsV4Z|XT^>DfJAgO%9 z1*x^yN`oW)L(bxRZqy47d=k9aO)ein-iTJ;Ak~7 zuk4c{SRwbic3ZzfqQ$Limy0@JfLA-<{7@!Nh?x@V>YNF*7uCACS=w>A*QYgfUj|NG z9jmoHmxqf+MG4Y!X)t)WRR74gO&oeqYPX-m0tWJ*EBF3=2u(1x?xpAP7d?)17AJq)aWIGSH@YVy92}rDXry-g z+-I2DzHGm3TRbl2J+Voxn8J+$I}^=M522^!%+;3d|8TxjQQrREmY1$IMV&Cs#O~JH z5|0+_u{}9K6gZ#uj)ms4T# zEWuYdP7K?*ABiAC<{kfU+=Q*vF054r$1K*+zJR(I1+#^6Bg%}b$bPH55eUrsyuFOay6rM{l) z1Ty_faGR1Fre*%Ia7ugHEAv2PBFoELU(yDNcT9r)ue zE$JX7O^R3J{4lm2EB?H2vRaPe{GI9=;$-AR#ob?a zkT|$Vzk6{ETR+T&FkK`=lCrpBu;+8gFUwiWT2_G?D?MwwcqUki{Vl<=|1nS(?M`P_ zNy*U}UOK?e^ackGFt;>tmSRbv)_3KmXVB#CoaP#G3+n9F43uWt@UQ2vM&~IikeD|A zd|z(D)lYrqdiq;lGABM@mA8yDSAXQS>qKC`p{Iu7+bC>4vA50E`Z~I9#F}} zB{q7ap;%=s){1oY+_@b_{z^%m*vkQBb>b7}r=H?snBS|4fE(D}B>qW-Z_6Kvo~L3z z(89ujq&o|GGX$pS`RDAJ`Or^)_|SQ~Nu2l_{^g!m7j}I$wtC7{hE3JV}mRxjV}64$#0)5_uX0cWBK^j@|vvSfQ9&1tVd?RPoIpo{DF@H>fP zn!;sa`4u?co|dn*9f9a=%u>c`0Oga?j&;2rNLe#ehJ3^7=V;pJEkWsCOdJ58JbsW{W~}s+g;93Of!yhrfB&{?Jc#6S*r)!L;i;2!_(@ z(BK=|sP(RwyfuEVWYfjD}&oX&{0eqlM#%V+zi;Ct%5p z<52GXPdKQ5?(>xwzhVCPwT zS#%Mo1<&~yRjeRFC1$8zkQtY{UB9Yyw8OA3b?xyVG3>sR^lO#l3KAF7rDE75fhZwz zZFn*h2kMHS?islY3;*eTk&eiR4xgGB&u!aqz)oTZpARRD4u#*W_J4uXUu|6qD{^7{ zp}^VtRTFwiy?e7pSz_I33a-SW8r^Lzr-nA4Bo zzv|yPU|9weo1{ViwQNW^zpT!@#lI2cs^X%ZcW}+)zheyj^SEqqV6|X{1{&Vkh&%sR zh}oZJ{wCe9go(9M6$94>pcFJM1xQz5q(`56ue?1pNn~)wlr~`fW^sWI?GJ1j6*;J* zBoB3E%Vg5-B#iL6vSZ+(0d@s{%uzq%AxD2*R@R058YX-;MKAXZz?_x;1IrziK$6Yf zKbo(A^M2t)g^d$Xe%8wW^-&QVlzQ?fn|Tu^{Vm2GJ*~qg3z=)Og5x-3zVWEbKLn{+ zSL9pL(_m`$gp}UJK%C7s+17p{3zt&Q`#v@0gJH=ZD^~r+NQsK5^ckUG=a-~*iLXA; z)7YhG5X3-aviclqgTd9p~XkfnSywx7+_*4X_4Q&Q@gL*+;~_Zm-c zBo@GeaZ~;9V_uxdD_@n}Zwr029ew3NG&t4hn6KvdA51;8@HoVwffKiW>^hsN4#Va4 zasE|y@a<`E(%qxCaqdvja_5dy1X^P^AsJtHXs(lbUudNX#KIN>p(nBUcjWCWo!G4$ z(p$+rXsZB`tirjznNzU7(pT@z8ix!2barmC-NTlcb%!d!v(WRB!PrxU4JL1mpT5}A zh`&q&!XjQ=#I#QN&lmVdkoa$u{X)zc0^QYTva3xqu;9WhdGBHl4$kPZs%hHG(JU|@ z_+}9TQ*>crQBE>Aa8<*jjB*BM*XjiJK1m1iTUHrYRDi`i(tmn>tgw3TDE-KJGIj}b zoEBEMg>i#=?b+HnNZM|#_joTAChjO{aFsg3;HpfT_mAhW@WLxlX|WJO$U;%pL4UDx zFN~zo`DuD&Khv0VJmqbL4vu=SFwd+XH)1jb9zXMBI%h1&I=mer|#=xr;$ zGpC;it?U1Gtf+m*Zij|Jj{$ycm9?yiAL550X19XCxL-(pa_kt9=`NC)G04{SJCeNV z)Y#W%p^a^$mb=9U%ZzEw&X)d0;=N-(&+zQPv24*fCXHQCCbrQaq*)1bzqYf*UDJm- zpSXt-x74x4m-18B{r#3NY^=Oz*)2y`kOU0hu0nE|?9TYJg1Axt_hL(d2eeE26%!0= zVMyazgF^a2$O~vHAAPJ2y^g=X-dX6v8Ku}~HL{`D+}f6RP8ebWp8NR?iI|z^u+B#hF$DX_IuzT(ZUR#Z14EGV^|Q#|4J6L+*^P$ zof@Cy$qS^VV~^&%mXJ8G;Lkts0h{ABmey0L*za`zc!o+TY%1&X%3djiHGU0V&qoH> zJ7`#?8eh0|KCb@Jd4CROOBoCYJ?pST-`(a}_Hk^VenN0y9LE_$(gA06C2UoQEAsyS z0S7NHsDEW;hSkQI$frHIax90slv;*}P`&%`eC?z*EV1Y%mUiF4$(X106WRVS)L1>f z+|h;$2LBD0re2hz|IaM+^|J;X(xgn(*XF>g?DHwQ03#f({Lk&gsVN*6sz}{y(}CT2 zCCXMkZ8$e#Xp!~uI_7oQ$%W}mLH5ZD71HMwv21Bh>c;ugP&ds=?q>>u!Fgr3f9w>T zo~;O)d2a_xZsr2Sq7D4E@G{4Wuwc_~httm= zxM2N$i>V`*?!khz0_(i;B{^D=$yD9nk)R{-<9w=@1Q5I3q5+TN*!F8rcpAJguj=&4 zw?(43{6Q|9uqPBoqz_*q->SuQMwi;Kj7XgPVZWO`V-41M$Qj0ea&d6mblOi%3urSM zXRa1@!xZM-u3>bip<3eUUa_B+IC@Pcv zt*RV1LvAM#=%s(UU79Jxi3>@llP6NPdfszxpdbM!KFeJmwY9|s`B#kPdt6}ivxqs# zSr2A3JPghIrf~Y?=quC8Ew8)G9`N=*Sr`;0E3ITilUk)&Xwbz7q4Y@)#Tyab>`#gS!P%(vX=igUk4|NtqI8yaZp~J z?!D%hkDV?|wr{RW5*XO)t*8C3BT?mns*&r~{k-#s^7e{6BrrZWa^%Qe$Tce6kH!Kp z`{Q-E-;O>Quzw$zKbpl@zH;2{8YQj4GZ04W(>EWQr^`hlB_NY97!I76lb%q6OU_VzKr_X}* z9?u^tYgOXd-`sMVi(8zAs=2jXrwMd1X*Gw61YzL&xPQL&YoG*nA04=n4mlniuP(ft z#0^)7Q|Nk(K8hzdpX}tqrr8&{Qry+Jp7Cr%_^U1sFr=PMaR|eqnx(ZiQ%~p>k}bj?3QjnAxK3!^gXXNAR;=`v_+t#i zg;$gb%)`I>1V0&Kp)<<`{!BrjxUXM+P(B0$!S~*EL6y+<_WBe)_jn z$(9HIVL0^M8oF8MFEzUrdb}!s3-x(g493mJ>9Myb?Vyt=gMP(W%C2-`GEt z-nUq3THC8umJ4A`&D1Ab{xsKcO=&NhVeDW^=~ZccIhvgkEobr$0I}ySKhvRau%Z=w z&eW>|vWvIBlPI~2CAGPGR<*}*_JitNY(^d~JH=4?=tgj!aaquPoP-q0)X%?ng5?<5 zR*vug`3M)n@)ZQnk6>p+<*Of>PoZ(~ANd{k47A+~r+Z!y3R6A_JsgL=z@%-j*2!=$ z0v!)|@aN(k82TafyzL}C_AmVxlDzCC$C$2s%An~A^o==d&c;%4BmI9}oOv`=;rIW| zQ_7r5kq9X&iWK%OLupdcNJXfWWJ;7NLkN|k44I0G$dozuHIJF+`5G_RaJlC3=eyST z`}wT(`{SJRTF*Iao#)wWKl}aO|2!|P-ZnqMAtSFHIxBWCB>QQ*g&-%U2Pej{RIIgh!V5fcnA_d#^(8C=@kIa4=o2mgMv_b3d8Bgrc5V#-Z#Se`79O4}U^ zGtn%o-sKl@rSG7BZSp4U-Y+5V!txmUe>+-=?8^ZfRh#EUDif5PDT(I49|vT)u)U*o zTY*AI2>)@P9UV$+7|ZFnaCxaaGdedEOMFCDZ))V>^oR+!dFn5mHaJ}Az(hc5ebZ&~ zB`2s894&luI}iHp*hINY?!vg@Z}YFKEm*jArN+-v7o(L;1#F*FaCVbF=ajoUkzV5A zHK`nVY)de)JDhb62eu{NaU@-Wn$HU7OdHanJN3!0YeT+By^uTXC0C4v;u8FNM^~`r zK-E*vlXqdTu`^A3pC}YuCC5Z5J-|i%pIbZqW^nq?RLIH2kGLTDK;z2KVQ8b@`9;(< z8>s)-E%{o)aqth9aeH18PES^LO=r#$>E->tS_)QU;qIF*jhnKdt2Fn+JL7LSp&UBX zS04#8+UloGV~nAdgK~*O#2==;x-|%6Y1q}VX4aI%iG9zWRe#vC2YTDH&wfK49C+j$ z-73%vb)0IrM{Wq}PeFwBN)k{XeC3`D{0j>bhgBbZEykINlq*tlhB$W4zP~QZ4r!_+ z(dgJ+M3%=slULa|p=#7>eWwr&$OOvmw?TJd?&c+~LgrTl`aWgeE?IF%*JINU%yxj< z7k`~8(aZ!on&!3LH~e5>!C1Ai&k;#aIwV6Gq>);_TJ2KJgq3^kJkKUShJha|Km7`{ zkm{~=a_aCIsI(i9{h#xN#y@78+AMX$N>#Vl$!@ldefix)uH6|{zQ|jyeWXA}AH&JI z@eTrm)#>}k7;~ZJNre%~HHtvjHB|7?s{vLwg~VH}*x{_g%G&T}IvBEY)h!4%fJvci zdW9V+P!+M){+GQBEZOe9T&U)b|2m3Ftnm6vmvw!F^pENWm6|V(W{eY>4*Di){T?urxgy?r)v|B*7%^&HdOKKkuibb!W?Bj@W?88_Y+zd2AFPhh$d^0DPfC-m70 zzuZ2if{iq*R!bLF=oUya;yrT@=PfkfxW6C4;geSC2ih(}|ETt8jj}!TD!zQN`~5NO z&^+m~p6U)uvQ>vK2&zL2rIq1rM;MYLh-wF$J+VgrOGCM^EY?p6o;|bo>eO_T%h?{nd=gfuA%3I5m_B(`ooByzi>k~hv25j=tS&IPCX(d{uoJuiuRio_+i!exFD~L7`C^n@A8>_1ikNrUeSqL!IULE zxAFOLoIX-05nwY5)OaazqG1#CO4`h)s?5QHE}zt&E2nTmPAlQ+6C@=0aXGTZ>qRDxM;+9#OD@G_!^LqPhAjm8{IC$6x6?@bD9Ua<_X=q4H$B!) z1mbkXCWAhX4L$cr^OyJV#`zr#>LdCsLcVtcUf=UPt)ubYUGkw~pw{6s|yD=BKex81HZ^ zd3-4nOH>L>oP!y$HA5?G^}IQLRu=L#x1r%eRG9MP>qn6~GBrBkYfGT3k<-$DQH3Ky zIYG~z=OEYDhutM(Gxn*R-#pma1Y^n1@gm0-ou)NEa5QcAxZ$zQI5bB8smuO6 z%y7~Lkd+*9dY`fR&iB(B^XhQr%YKbiId!R{T4$hUu`{bzqZymGvj1a1E{HwAFv+AE z2X&iLi6TZp*ih8sm~NI1;{>Z<{};gr{-grf5R^OePkVnp9yeyJ2_&`!Qd7P zr|r=EW4B04=K#(ar@P5+Ert1eHnzJ>O7V9$)5_j5P9XPNzw7VTL((qeKBESD0>k%? z?!)1{IG#Oo`Cw@vtlm|Kk%}0_1@|+9$1R^gzy7yx{MvpPV8%3>V55Z85By)LG0QNy zpL6Q9>p$!bS3lw-Sqklo?Jn=WGvPw{8KuXU2t-D^=`%0HqhWR*(eB16W~_a@a+)nC z1g4zbPw!(2z#)4!Qlg!TU~%#Q{1P2G4u-{1zA`Mf)gF zWr7cF{?gvwz6;Cp#erw2g=8E=e|zHtH#CdzRd7+{4z~9|o(a2fFuMR+=5ko9XV2sKDVFQytP)tS zz2^~^h9Y+C*L?5zb}uGy9uioKK?2=1ZRbF_I-IR|K$xnUgublkyElgRz*OFqxB=XS z(;5<0R+ZM!F;D9F!_f%#IjN#}9ZJGVVrtQ_a{Uq=Vi{BY7>Ywi>+8plQ(d*`Z@ z33Pi`J*9Qlkj6dabRqB&j${kn6JdV?v`69d`q7_o^w$UbEgTy<1;$pDRdPUg%VkuTVp)k;sHtIXyF(UJo2RI@2Am>WvGi>bEGUs~t z13Ch3A6&EB1ua_q;yD+qq4>z~-Fr&kpi{_Bbnx&VXuCc$+Z1#N2d4*4i3y&A-1|zC z=OpZK@@F>BK3+Ybn*0c=yvT|(?OMOo`yXRkiolDG+?VIQcRJ0+Pfot-3&&&2OOIko3PsT303XRH1z&d=T}x^fM@4}gG1@|;Ly(W zQQ_xDa3p5&f})%%cKP%G+b|I5t4?}tV>^Kptf8t`KWk%8XWd_p^jAQpoX;#Cy$yMh zU&KzN>SNFDBMtvbr=fpWbdk{gGU$o>Clg@!8;Xt|n3F#F5oXrelc%je0(D~3E`fA^ z92NHtekv&Ebw8;it?XpqF@f+J8b$#5(N4e_frU|#OZ=Z$4^d3(fPq|8M zi)O&_&5UW9k7?L_`;LY{G%GYV-nZgXR!7RK=Ycy9)?!6EU94>TQ~dokRQRsLFqZ1` zpW5_;4i>%7g>`BN0BzjrzKJX&wvXoDf#;qLy`?z@DGft=#M^5M4M(vf zVgKEy;+BxWy7>4VJqrvZ`W8$i=|DwC=5_nc{Lsz)TPl%$!E693G2TXiecxW8tK z)R%qOfaulcc3W097YxLg>Q~|;JD{j z>9&9h>~1XCQqa_fBnzqQ;f-E6+A%V=prMU@K~NR8z6u2w$(IOC9@tP!5KlFYL$YrvRZ)e7I9Mo9msyko)gp+w{!QcLkU~`}zXIKd$ zF~R1{n0`OZx@*1$i#ma_%xrKK9ii|8*>can7tr5Uae<-iIkY?rIWrkr z4ee=9+6ftlf#yt)%5!-OmB7ZVH{hB+9fyfO}!DYYD?n& zL^Xopln%v%5gr)+0@lj6zQPLh&M>+o2d~~SUwyJo5r%srwTdq;<66Eb?-$u8FthvP zo|dwmNGjsCSGN;|W|@qvCzre7&)4y%S?4<88&kyco#t;?Kf#^w&YS^h9}>;DZYtwi zG#&f1ORSK83$%on%3(S!+W1PV64bYcGdx}ihmLdVX2hSvMCR~Iv%v*XKxL5k z@}XiLCjDNV`op?cysraVi>=H;OgHjKzr{DA;4sWyn?EJ+j0?!#wOj+mW|053QD>j| zCFs39@uy;98QU)TLWNi<)F-s`NdD3!GGX@t8yYh9io6xaI@wOzabp(ff9%$2 zcgYH8B)RP)lGvf}+o;8jBn6mHi|njlt%UI#=`c5uiG_6Hl^zjsknfYHw41aF_3s%2 z3U~b7&_y}X?zw|VnFQ{y=kp+Y$FDEE+7BUVm+Zsw7u#WONA<2k)lve-o3{^)ReNx@ zcerS>kQqlSIbH_6iN!^mYm!bDyJ2)cV`1=&01S4-b8btCf+|t@TN5W2ko?&%KAtrR zyAQ9)7Si3v@qFldckU978OPeRaX*H|g1cZv6 z8hbnQKj_;V;ke1?gNK$j`c|(mx~e)G^+0r$DCcg8w1HcH7Ico_wDPn51mhjBTKPm_ zwyYnAT$>c{Cyhh>$M)4ciVL=zhHWhdDo$b7!B#dM96q%p)~St(|h)g4c0O@%Ah?Sqy>y?Lq~1l+sM~7g7i-K~wB4b8w+Dym>V93*JC3vz+Z~?<8FBVi zsRPfXC9b><)86&M7;2A=`SbOC!oIs)&PHKM&{#P1)?0EK7ZhA)V_ULuUUrL$u?Q13 z3Wzg`ggOJ|r|Ek;(`2MNUz}0g)ef~ok8+Y54RGoZs3w@1RU#^~jDxligD|Xs&xpoaa6CNd;Wt6fuJ-yFK;kA^Ol)k{n2ZZcQev0y?yr`Ki#SN9}-9Nt=wO-WSij*CIK zdePqckY66oX`5@yGqXUi{cqt)O9Yz9+|6*7Q&?}1^`l#S92dJ6gZUPD3* zv>MnocU*9R!O#9YQ=7tJp^w5jGN=thW6RIR+biMM=J3h3D}Ym_|72|#FJNzU*iR|{ za%}$f$e`Tm9E@#yBUjdHh}1wuT6U@xjBx4t@39?$8N%Vlt4Ci!qlQJQ-MAzUluCW5 zRK8ANWS8QZ6;0F0p@hL2j?x^VNmdB zYe2~&)VDs5@MP@pj@k-DqTWdlW=exs_R7+gu zE3)@Bm%*IsM>$;$8aOcCR&o6BQ5aVl>Q&JRg#wQwhmvcH;UOPo|KQWlSQ}WgX|l&2 zi%;MUnEMBVnY2awGkc=DW>A=0I2e{|#!M%sNY6^jaO{MPP~xNDCG){(uI8-^}J>&ZQt zht(WmDQ1gjW@k3^^KRSkT{nh9))EKSS582Clax_d&InFR9vP;q0c`Rq))?}Y1)Eav zIV$H0brbXLByItW-`jS>Zr?^epXZFAIxs+Wo#Z7~`5@>gOtOYu9RV_D1eepXVHnG1 zoTzcMATUPk=Zk%k4@v7@!_59UEG@f^pXT_Das9J>%3~8q z)EVCA2iWNl0H3Gvz za71*@Jsj?me0ABsgFu(1IZ%AX279*eiS@6W4wtbNL}v9Vl!02ZV$7pKlG89AEpwcHpvfUS?Ws%Pq#vFHAxCpT9IOmDFX zw$^09w(SK1yTjhXjM#gNC39sWQ-2#j+sk+)J4$>??$^VFO!mz_$FpIo>Z=#;fhin# z($UUJ?1GGvWtT*wU~GxH?V|kF50~@b34Ea00ZsX5^<&X09EwlM9e!91so83Ms*``Q zPRq6Q@)mdKZ@ta7+2s;WeiCo0eX`-(ub$fZTrUth=EZn?|IOowRNSk8?>s%Am8X#QA8Ivs8dl*YM3!{5AdtrPS}SJm+Yr;kHbM>UYD?y>LY=YmX%`TemG5A0X2 z=r@))iPNR3Z=S}o;_CMHs|6i3n5OV$aLDT=)<+xECH&p+;UgEwJ^Ke>HfUDp(A`Zq z?4z+gx~>+Zs)GE7uSLStjoRr*4iYrp>UU?o;f52>*$(p+au9sT&Q?43%bqulQ(4+!L;D(f|#4jka(_K;*&5dw1sBhX-RW~_9dg| zey2o%+8aDa6nX?z9K700&jYaRuJ1jrd)iP{`lq2zdj*PIE(&VDv4{G$^lL>ye{o!2 zII2*E5o;MGmCmv(VE>DSiXTT}aU^No{P&UxQ1+JBJ>9bn$-);G3+2R#j1~rMp=?Ev zZgE*P>HHW>Ncz7$HJ1)kvF9fR69C^gX+GE8WQ2p%_{(i)|6)P(DAz*m2PCB~@6y_( z3?26khb}<_bZR@_>9v!9-skn2?(S!xC(|k|H=rigSO; z!4I?hx5}Sccf~pPsA;~pQ&_#{tN7ezRUo}6mY?YPq}gL*E43AtG;0ScW)B(_vSyzpV)?Ni6N%G`&VI!F_~A{oCnh{7B=Z|kYVuC z`KwkA6WGX`q*%NCIFPs>51F*ZVwt(umN`btm?&FHcMB zDuz@yVcYr+6P&mlUYcq5U_*!B=gh2m0!{1g3O#WVJNHmO$aI%MYrsoStyWeXmg*c` zNEyP+>ddX2db7~Q<2h7x(+;xFw2Y|Vwu8A$=6}@pe`0p8)gR0OMO|O2g*&T8X_R*9w z1)$K})sSn{7N(PO@3f{JK$`sUJ+3W=L}m|z8wo+TVd6JqSQ2A>fdM?YB5h^q$;QKY_i+}vcQfg{LR=%aQ3niuQ3 z;_lqr(DOj`^NlPpxGq#&$3KB>D^8Ll8a*)jtWUU4{2?~SbbVb-_=W99JBmK?HNmv{ zdVE?`D>lwng|tLSgFl>P##{S4E$6`mofcuMI7F3y0I5vZFT50s!HQvrR)=@WP<`0GC|l+}&Nq5w-#TjnWdlx$ z4}=n+D)@f#U}rOsf0W#^@>YlOV2e@VKtU`@6r)$O+yaYkM*b}yVqkPV-)w74B#e8| zl`I~-hs`tVum2T3g_SO@*s_9bC{zBkw5$9R{*wBpd_0r|r#p+z@~ZuYA=#uCt0pxV z<{t2H_b+c8-I03atjH>ixiWn`BN_)()|E|~=@!sbvCLrGOog-_z5Qo32{1``>XVt- zgA^n2k9McrVNO3$(vI&2R4{LYIrXP7S3n!h+ZF{&ja1PSzDm%(xzn2Q_&B5$_PRW` zW5EhJQW_z8C{W!S&Yl@Cm5-b|w`F)%3!N71h z4lP_k>T#R>0kq@Ln(xDTT}1~wef>#lBuAL$d_sTQ{SFpHTHOsiMjTE7HDy)2FRBB2{lS+j@Z$rxh=U-$?k5G{?F0N9LhOdb;c5Vbda9 zQq_AklE92rDnU071XSR}-*LWI&S5}H9(Q#4Ru1Kl+xt?heqx!1uh`bENtpj~JYGS? z4T+p)gv=u%SRA2Rb;PC$7iF`A{9@;@?}5E1W2hJAjIPIiFmA@NmG8O=zFyEDa5IKy zRS9~Hoe!ne`{1-Ghs3A&IGD24s9Vie#g47#SW=a@BQ=U-aD3Dgn^K()f7z%nP3%vO zJDCl_ERT|%U2kXvf$>saM&HGSC5Y|vE6{dh&P2QqgB{1W_m02*M<(e zkI3jm{lhtKrCn~{xN+P`_%3CF3l;~?zjoB6K}}&ETkwTU=)YyFBx-n@$RO)eN_{#5 z)lLa)&&!#y?>=MRl_Xu5IPBnaBSsE8?JRsO4F+*71*9wW>R~*F@F?cj8yxHrt~tCe z4*$O7%N^9EgP|XjvEJqVNS&nF{%ZXJ>k|`$-8(EG%R8LI^zC=(I5H4&^2jQzU&gfk z@jG$ZED@iR{D^c$9N*Y<%W>7%<1@de2UK;X4hp&VKx1<8z)m+}WdwucXaTBkhlI?fJSO9EF6;WdtMnb^$-h-2HX z@*N=tc~}|lI`I6o&PIKt3%|du2`T>D+tXAz;a^PTvu_MP@XvSh^pRtRSSqqLY>nRw zNY;0rh7s7IgIX9K?zoO)+;8f;r}p6wllw0`<`jTfANu2-zc|icn$9@qSOqa!;TWfw zLau#344(9Fwv1+gvE+QGFa2Ev`rT)J*Zx>x%kh=t6ZKgz%ZA%H-IHKuW>1@&X46LB zpe?2QX%eSmWYf)GHNp?4rt6|=Ct=}ZsaWpr8Jw+@|7x5^4+B&8UhELmg8`z$(U`nK zB+F}_mvpnmlA4Fp0~$b}cPy+GNQ?p6zRaU4N3X-sqy1T1DMV2|y}MP#KTQz;*hQKUpkxVEeHj%6F>ruwUU6X}Q1$NllWx`6rl=x`kn1 z$lN_>>pW!6Kek4oiwR&#ub^RrHk%APeH_w~&)3qWkZ?r3;RuU!1&~J%g`8Cg$JC6$ zd+mo8VEMx7zT?HmaN)&XmF{hYFfr%qzl$#gs1Z%#x`cd~3Cpn2dCP(Wxgq~fr#l0+ zZ#E&RT?7_xzDntz>cvr!uDTx*+i*&!qcLFF0%nwZFMV_6fRQ=YNs4qQuI*kR69f5i ztcd!lQA}*3EGeD9*UC~=>J==`ebn9` z@)bw*waQ)|PKC*}Y~mePXIMAT?&o3r4$Tc=-FhzSQ22mr!DHeKk&ZLqeOuE3sFMxd z)|aAz>z?0|g;b_+uzs}QfM6M}Q_o%6@-PRdnTIwRN$v-lb!ulp!abytMWuy>7=Tj0 zO{wC+bC?<(J-+U`8$8u@Qrp8G!%$uP&mIpc9Eyq+KKF8CKL{;Vu_ww9=^XPu(VPpA z>Rgsc^k0Uk%BvQIl{k3~;fQ$czr3ZN&VW``rBDeE3*6#43>+z~3GG@HS`kmg;*jN$wc3Uq-x`c2J z-MfTMo3?2_@U?^9B%Y~FI{R_-H$j6)IfZNO=K~*VorBsf4`nUX8HgNImTv9vn?Nll znf+#X0u9B&;=A-pq3;7#L_U*)z*t)wZ&K5TGe55NUghP$%CtMz5?8%pG_PbY;9EWaGC(jdm%WzJ=>(&rtLc?lk4-dyE%&p`Wf9?o?-hBRRlcH5H`}%iN z&nr$G>vR`sJZB7}YW6}pJa#Z@)}?4>t_rPrSH20}UxMy)pA9wmRI!feTXVr;8K!fD z=Nh*85}424(U4s?#iw`4uk{-DX6P$}@4=S@-A#x<~6jS$lVWoV}z>7-` z@SCEy)j)I)F6Y+Qz?(hLYX3I0QlbKycL-&6hi}1^OV!`{Ki|f|@c{;(ayl4Y^t6{- znuBENPHw-Q9z-T%Hs0lgU`X0!;`++P20JaZs56JR!NgzTDe;(M z()iURBk=+nQ#?wGdR{|cC6~;(J@1ihc2RP|f*D3+n5n&XKG;Tm|Ey!N8iumYYG)k2 z4C5@?tht4!ASuDutnZF6#8bn1wpamJh5c!FXgH5k&{)2&XFK$d-!W1bt%g39kK_W= zbJ+Iza@p=^4_Ngx72#bH!!9XZBg&C!oJ$T?VIMSwi7P)&HZ|=;TGsq2TN4v(c7Bkk zR`D0+n_2BJ=AL=?W6U*}4e)+w6WtCAqzc)FBq9v@K5)q(d0=7xjwsjD z6EMSSZ8k9X1*g5OnVuB(!g|X3mWcCl&?}N|sG}bX9iIiKPmo)Yk|rL$M)rXT%J+3F ze+Rj>i#lQ>*C7>ieA-zmp`(Cj@x%MSP@CxzMOgm}>pkm#Do4Fxn0@kA`0x#w5jeTe z&HN4)HU6C~dlZlJiJ!{k^bUj9<1qEHW*I0+%QA>)tHb8}W9z~>vY51wA^a*OAM-oA zgIARnp|VIGZ%FLJ$yNjPyT55r8QQJXEF%dN;uHCb`%&2co~Oxw*Hi2%{uMZuJqxMS z-F^o(8(`SgY>tur75?&hDg8Kc2xy&h4Wq{-VR%#5(L%m-m_9O>zAMWg8^om7!}k`z zBCn8Sj$1z#Y012Jw{-;i+tyA^cA5goCcjU&R6ex#yPEY1>lX^s zzkIUCp>RftfOapOci;bTOpgVo7_QXG&GNx)*8B76U)r#*)kR~iwhWfKPf6adj)MNb zwzqpVE@I=lT$)A676R)wXXnou2Jr5blh!`B1sJ}i`u2^H1I$NyK2DC?32j@vq;jt9 zhULT&R#~fNERi_$Y46_}Xpderxb>X}>Q6gL-T!P30}WaWr;QK)&-v_}k3Q)lHH8st zzZ@qr9DDSMUx^R1gCe4vtv^EU$j$1LMGvuqU|!XgbQ4LAlt}%zvAAYjqZR+F5XafA zOxV1`;NQWYh9Ob&Fj=F$g>F&^lA~p_V@7u32g&f0NdsQk_eZ^^FE=_@Ba* z3d_l72UD=6f&b`nD?glJrMq=5lojXeyqf0xB(N)wYkS~DIp}U?8mp@1!g-++KSd-h zv16@qg;ykHBd%$2*t!j;X&)xi51fU6BD>?B-Rj2W3zw@-PMQ%Iy~e8!MoM8XwJx46 z`U>_s4NMk=euT`;2~T)GbK%;6c@RZX8cV*(8r@Z2MUs*~pY)v-?ARY9f7kgb6sNr8 zi(=EqhSRs1Q=BF7uf(8>?4Qffygi~T`LqpAO)|PZ;0eJ&;mvpIpOA30>GmXfVxxc6 ze*9pcb0hY9MGqL=y93R~uLw0xq+{O%^8>LJF*NP}&T{(aX6QZ37_ELo8zj8awulcYCzWa^-GD^YAyksOv@Gy}c zL?J0C=BuJ}0A_KxYDsE$;e35TXt0q0b{A|_<+;QKdHyjAoM9yBJijhf7J3sRnPU6C zInm>cL1D)C>;Aa3e?=goYUBTZi*k+i=)m^)jaV_?D(LRSL#@Y^pr-f9k9T>`vD1F8 zJ9Ux~M|_o{^PHEEEb#hWCi@wvJH2o#_k$R^RV1w)anOQp8%tJ)OZ>1T-{d^FB#Ki$ zSAT}AeumB|Jav}a2iFNQexC1jq2+j^^mpMd=-|3!UQ}j``F0I~#K&$pc+2|GX-!#d zvbWKJITh%yH1a=qtO~otO;?W)%ZYR&d6nPBAL5i9m7>%{k1f)k^3&}}K$NJ^HnMsH z(*^0lzjVIh(yE%4^fe1;Ul3%puJ(XwLfa0tDhsC6$SyHEtp{#*u0=H?zak2`}!%hB}xU^xxs?vys0k1LU>I zBarv4)$GhsTU_jNB{npfLG633N6O-kL?*4zX2K>KFk7(xD?{!LGzj%wi1_ISp_A<@ z>J|nttIH#qE9wga-#+x{vf9I3Ue{@5K|vr%d`M#5+zDwM@2)--JC6g4Wdf!3Z=fal zbHz`oQ!vfv-B>=d9hXH{=?5caU}|N^<(8EYjtM@}=1j_l;b8VB-_<5zo;Bx&hMEde zDhk^wrT#&m)jPee7aMvP&T458Z3#rJT~GX_K4a0--@4!Bwm@$}u+ba7CxlI3lhZ}V zx8wYs3YmCY8jRIXIUPEr3dLtG9ss z@p0LLFW^U*nz!#L5x;WFCo9(6B+$QO(Kwtg1@onrysf+J&@BH{__FeK9JuLfR%X26 z%XGc&Oa9u5bp*Lff4FYqs_lU`Vl@kp-&%{-^;4kv$`0myI$KE6bIQ>RUxwy#x(my? zaaiy=KV&V=87Wcf+&s-RT)&dgFVue(dY+du{dQc&>C?{q9x;#bUu{Lj>){VLO8eq* zKd}+!tzVSs5%gg;$o|An7H*txZ|rHxV}^;IGApLt&mcd=s9$%v6Pj+HjQ)J(I?l@% zy1#fqfCi3Yn%mNI7o+78RA6j>(sIUEme;eO}UkCi6}MJt;bq0iy1115#xgd8n-=!-X$ ziybxz3)%;BhVI?3DjlKL_o0?m_%wk*ON?Ljv?RuLU0kmzD@1C3Y^}~Q8=P)ucrCiQ z9#Yd!GY zc&ny$5qr=5NMdoYLaLet6FnMys#yqe2vh>%G zV4?sP2=2{LKRQVYr_X>wH-+X?v-hwyuXa^5?<|gSEl2(khy)U65T<%9KsQ6A&UTwt zXcV6NM$j9hr&$*$#@7gUwHa$av#uowR9<92UN3nwv*y? z(2_E3H@UZ($h0MoSA~HOW~^0eMQfdqTwN`cbifvWCS#p7rY|P{6vN~mcL>{H|A@sxDaE!4pZT8jkIntL-j(vk=OLQ>f(hJxC%l@C?qzUrvA~W0BZ5%>_WVIc;!d_i=3FYUf)s zXTc>2Q#oB`Mx3_1AtcFO2m=(KOjf^Dpd1ff-s>3zL#4+<2U&~g=$IJj=;-L_nCRFy zp3LTkPfV;gfP3Q-_}@W#`~L&u{{;rS!~Y?<|B(ED=*WNQ=zmDzKcx5{I`$t@`d?zS zJACNBc=*34_g|F%FCO_X9{n#W{1+Afi^u+pO8@_|jm!+K|8Lp@0Dd Date: Fri, 7 Oct 2022 08:12:24 -0500 Subject: [PATCH 09/28] # --- data/4_1.csv | Bin 807189 -> 1903587 bytes 1 file changed, 0 insertions(+), 0 deletions(-) diff --git a/data/4_1.csv b/data/4_1.csv index 222facc6fa7a702ec5f093b401c0c2836d049958..d2e9e9de5ab2b6d3fba6af0fd5e931a3d03b1ad3 100644 GIT binary patch literal 1903587 zcmX`!S+*U?kz~<-41?bhT(@uLlQoB`+1EZ|7nw;S0uFa;v=I?ivj_g?|NZBm|NM{t z{@-iA-1_C-FOPnC_RFhZ-u?3Fmv6sZFZ*@hT=&s+UtRavb>Ch0;dNhL_v!WfpFjWJ z|9kzs-;eM8e*0Wsug5?CUjF;Ky&li|=X!ZRZl3@1@AbdW>+Al$-!Gq=r@iyJJnr}F z^ZWfguGibEN4M+!d-;6d&-?fL{NDcY)rKF{0jx$E@BV9OL*4D<`d_QLKkm=>)_U)WKfRdw z@_Bz=uRdxiA74D~U)z~Io?n~4zi*c}EA6AEc)qOeb(@83kBu&`&-e58&+PI2US7}p z^?kqIZ{N@D&-K6G8*@Eh&&%`r{mwvE&$742?RH~rAH8nhD;t~d{e8T?o68qB|9xDa zm)9n{`sXbd^4R13_Sx<6_}reC>-+Jx(re~;G{^1rWz5TEJNta??dcWPy)wSdUoGaH zZ>;)zcF#ln_qyG`FD_%T=jZyqJl+?MzA%T8KW~n?KaK0!;5y;`Da4l;`bzfBbVZ z*Yo+g+*-1Qwx0XvW90ki#c$seLhoB{x9Ho~n~y)dartDmk9EK9idE8 z_5NH%*}WJMK}Cl^`99yD$3@<3^RmU_c=~ex*gTg#Zr9K2JY`Rhw~%g?8=o}O&z`~7?6Z=8fw;KfmAK*X8lu z(Bhwkn)&(i2Mr{c3UPsWeO`;I)^`&RBIxtJZq))tpuOLML3H(!q%>5^%K6-A_YWR^ z2@g-a~{~IFN|an%Zo>GaC=^*!t-`F%JciYefR^0 z*h#y3e_8%2?4Hl}QttYB+79D4`!Vx}5pROmCybYK3e=#ZBs!TPfCS+8ePu@`$%ePD zxb^$bcSzK1AG?H0ZwMw+y(0!LmL`Lxfdz;}KEHfh64#3vr-GqUEcp@dm+*>vWC67g` zdF}$O2!9Bz7QjL;;Tn2d>Qa+0uF?mjygD%OBte0L5cI6aHfS_2gB_Z)B^zKtEsu$}b}c@b~@PrTzyF zf0yAHMbtrIv1VxL^YqdEBe1w}sUapW905PR{eKPuFdt)nIZ?tEDYeX#5Mc{yHsi#w<+Y9Qn^L6QClU>P}HT9n=|cd`GH>KL2ppdvEx05r(k9-qK92lK9pO?a*$0Z`p&O8VzspDTbA2>D z{oo@DdRd_)F`3+bzW!v#mvm_wVf;N5WBs`i7JK_=ek8*lm(TrrOfBik6Z9=CkI`Oz zMgs`Jlk9>W;t2slVPT7)`35Xo72vQ9LH#lUY-G1X1cD!RFjsE6zXX)K+QzZ-5^+1K4Hdk-L5T$@kMqyTA;{S{z}k! zfEOOZnvxJG&k>4j{oqJ?K%gJ+p##eZQ33)7J$CPji7qVg;11L#zQ~B<5nk0?t8+fb*o6?FmN0uM@A<%2xLA3~;?e`!En97q?c>E+`@+ zrf&pL8)ahq1`xIA zlpC)whnvMo8<8yKG&Z~uCi7XofG7kaKVF1Ba%5(~0<~YI9bSZ(MI(%AC!sR4|OK(g|!O zl`l6I$*!VR)-Ymld88gU2}2QqKN6$K4>3SJd~9`zsg3{~aEY=NqAfWR7466qd1QH` zc>`7h@FT346S$aN@*s^(4r@buY=QF|N8CYstSd$Q+Do7e{IjDxKJ&9LKBW*nnp{UL zmM>H6jE$Rk9%8B?cQ{L;6@b9AB>`uwZS}!N zUh~YDFCoX~mPP9J2q1zf>B;>^>oPQIf^!UEA^z+m7JpnWi>G=*0(uH z^}GU3g-g$S7V4|HY|N72T$`hjX!LuQq(9xga%bJgZm6Zur`05;6{q&eKDA3X(vMYQEW>`<2TTgm4Va?{z<~#Ayj?j z4OYx0)Bh4yqzcNx1C&>a;AN(|UaPaDG+v_81>O`d-7?=8N76O9e}d&er*bCcgu}&F z*jE?f&9D{rB?EfoJFiqniW>yxqt%8c;31VVRCz|z44rIBdIYpk&Li|>eK<{@LsevG zSVp4LC^kRFl~>$O`7^F?Dq`X}DIzJ`9-5|fE(o3-Ea=D$|AI$UboTp8EWVIHwrgZ- z26#dSG&3}OnFXgZgFYlMcVS8h#i5z?kN`T<=b+0gU^5ty5`zUl3Ts#9fH1ZpgMoaE zt1}~gij?4Lac7rRHiAeR$EMzTE52l%{UDgVRk&XPBybTHK@Ig)s3N7nqtB!loNpW& z|GUZ@k){AZ7{#!cgm3*Be;_^1cM$<}QIJXgpKvlgQc-{0n7iE(TK>PjjQI!jhyi|3 zGX{gct-!l@iaQFn({vFGSpkyz^x&3%m@$xu#{*VLZL1{r!?ZI2zz{er$t4ty6$qfx zUs1~kmc`!!m}{}dBvYwmyBa=RrYi-}e~<}@IZkl!zyh9rLTJ>2 z6d;`~6J85>&MkN|Ek!2Kf`=n}NE`_YP%49MyCsSmbIAZSrFzmG-0cfW;7fr zHnt*-#{6a-l6jBNVJ@rh61e7CQSlWlDvg%^P2m z+~+qg)gdHu(Jd%vwsbRAeE_dJPgplGLGhz|yVnuPYFMA>OX+B88?1w88M8mJB;GYT6~_Z1 z2wU}O?dlX@Z=?c%-@uF1;)K1V5NIlD?W>wM$DD~e@dkvDCF{{pBpc+_ZNr3~;0%v4iADW#M@0H_ ziv{TDT{tmE{f&B{r&Hyleup=bvPbKZO|?R}Bmeq}>QJCd4wdgGHmQ54_FD1Y?|}=p zw)09gi%Gq5=MlW|#8frjVj!!deT(GKR`JKfMgK!RRY%@LHIx<-iE6lB$77PLff!e4 zMVy(pCq-w8%!0V=Jfg8GWkDovu%ZG)(8T8S*ixdgAumb>R%Ats^oKUfwG`zkuj}-S z_-RYkN=ZWe>RYq7;Owi62NIM*7XOJ|n7q!8jEJ~~61)p=tDkxlNmm)dFL(!T=64yb z_)v%x9EPciE8X=zYF0H@<+?meJ|X2}S<4SvT7&O<3$QAR<+Y^cyB>vgUQ_FM^|Yl7 zi#I@2eX;lF&r@$vrLXS(Dw5g<`y^y6y~fmHpE*kY5QqNUHN#**H?8|QNA>qwLw@7{%j4-?pTf8=32*t=^J$^Jl(I4tVMzNs_VR9XBfmem) z*%9=%0>(*oGX7w{+?EBJiS&+$&Cfa#FbFaLda%++&a6bDYQ?j{%6bzgunMvNZ8Pin z(%==Z>0Se|guoMNNY+vY1XL&g73891fo7)yD2dFziv|$%koXLZuqU&r4lA}m3r*-4 z+tfVF+VmY;!#o941&i^Mu;>Zx03sPw$;NC|;qnwX)apH%=XG^MEnFs#_r+5&q*|9q zYwVzJOp!)qQB&KVuI5`@u!oxW-tk<$xjJNG+bhXtInDu4`5->uh#4}t6jji^evU9-zq24uUXvwTTjNW6rL z_Mxy_tfYyFQSD~vodIJxAtt}r{zQQii-iFx*N_LsVFc?@5+wl!ZUwgjh_FdXFuQ50 zUv)&Q+YD@jDmQ2dNa3a@B#jd$)X6oP83mlE7Vo~yToOfCa0L4iT%9)TtE3_(N!!A8 z1Qw`66?%s|tq#Nr0?NO$riQJg5TFEVEgo8O8KBaG1*9{E`N6OCOA?`gf=DDbq)vos zjk`LLM(050sumMjYexWs{8FzGpdGbC2wHa54)SkUR2>3dtc`T}Ta45CX#pr8X$OD8 zZE#b49FB?)%_CoR2qFoxfV`*QWT|bT;hyM@SRy2;YjOYc1_EfVLR>gVCcweygcKd1 z?x$Lr$v6x6`n}9FSuGs+huB$m@gL?0_|3OLOu~H17KSOtEPe5VhEi6oB~{ePGDiZ- zEM5M|iuAwocT;r?h2fSksybPqF=gD+7XNRqx*+LwK*i8&Mwb-+9M?83=&gp0)pXsa zOq||AC&*JDY>~;|ctaaTz8~_c{1+eD#(EM?5>^?+FwE(l6b=BNn!u_$q$UHOEVf>- zMb=)SE}1TSu*Sm?y8N5obry%#4HI}+3OE(tn5d~{C@LuISD6&CgmJkroq z_Yf+LBc-9F7sQ}qtdUu(e77-O)kD;zl(dxGIh1aV3ZzX(sIW|==VP4*%pTsAu--{A zUQkSApx@Y5B@^TWtZU{jS+JS*v`@wJkGx@S0-zJUgubCX*ecZSYS-U(*NAre8Ga@l8E63|#evtJu}{&AqCNkHv@ zrxb469qo2PUlS+80XiWq6uU*S!#awI0sypJLRKAL*ZdMd%FCpI6EMdCZ4pxA zh70RB3Aq-eK7n!iXq9tCBl719ZZSR-Y-GY7mm&%W0G83C5Rj#*2Xr!BRz(^l2pgU4 z**|e7{S!6pxCU7NE*YR4!CBad79CO?EymgD4}6<#kmNwx|*MSl~vWdMvWZ%vjh%%#(Gq%K2!tK!box5N;usO;~y!lai%5wH-kNX^;DYQs7{!_HGUmao;bu1p;*v+3zz``Ww=c0e*N zl%c1%nSa==Mml#@nrux#$%+yX{Gu${66$|bbktCT8lC(IhjcCKHmW-I8s9=A0cUP{ zUaZ+niUoiEZ2{D!>+*?sI}JZL1Iar$kiO?;1@r56L_?gkAjueRsGtU#W&K4a@&*1% z@E-6Jzk;fwAXjKDKb$@Bi9lm4ZfTJfZoa@(aY4!}+-F#Z#1QD>>{#6@Xw(%MWFD65 zor`L}1-5fcIGnV?VC5~ug7ZLJNS(ewuH`I+Zuof$6U|RPz_VbuD%ApbPhLSJKzxL5 zC5G5=2n5Qh^cJOjiM}g*th~tNb{*d+IuX0QFfS89<{-a!ECkY(CzRqruAmP@0OC5H z-oeeZd4MeV|8^pL9#~2X*7p)YJurtHvVLX?Ue^|^dn}EcP7Vy;M-$52cc;3FEY)&R z-A2Mcb)iIDTJ^^7b5xyCb|fv<)#MN$KpN5Z{;_uipUQ73 z{j63ODK#`fsLp{E3J$T{*>yElJ6nUXLJpp>ZZBCLeP_vBcMes7ss#xhHADp-m<}(q zZDAR5;VI>wjd9sDD9;KsRSZs);U@sCm^FA#e$jdJf2o}n0&q6ioYE3FV>I_7I`hfVq#HcC4 zMavjEow~8i98Ju0s=U)9Dd0XCiGddAOzb$UxQ|C zQCa4@2F2*Ka;f}6I5eTLHu?-8cw zMp;d7=sfd?byPi31(b0qS*iSIA(xH`=wq0R6h7~3OQ#5UC24vnVnI9ddSe*Q)D3%=SN0HP}yYgo`!j*!_d{*|8~g9&L1bsrpW z??efdu~k|@H>7tcdj5fOShVhT8)Ix9fLZmDdnAM^M_O~e%0jqXFp|p_Jv4O4SWLrf z{CY5i&!9}TTIH&jL=OMqeT6QZYMh!XD{7(<4?qhP3deYPF)as#vTXF}xy~b<0L6}< z0g$NwXLxE0oYU);UMdAVwe(x*hF~<0UDFqefD3s&z7qRA4p?IfvOh zP(~DxVTFf3E4VsbL>7w#{^f%D&C+H8jesINlx3U(kqJ7$0D2WoIglp8Nl_SBNSX<< zM6N6(Ld?QBz$jli?8_QcFF-VLo@*$aBSN6IwwQ3{?+qkvpeF#FJUAf)U6Fuo#7$cO zhK%Rwae-6>K`3gnyE48m5yVzdD^h{sbae(lOa*zrUqzQvU#TkLYBBT?({zVbHfyz= z>v#mBO*p-%C43qyxP!Z7tfV>X8THgQ@Bq{psasn_B5R8w$LdTJX79Y#r&VC%MsFmk z%gPfdWQEd6gM4SaZ-2PF!LEc=3A92I7Br) zA+d#f< zaqe9RMje^_CbDKVBx*M3AV|SjJL@h#wk?u=nO}3zTEMK}-e)3Iyg(Yv^pip6T&pOh zA~$WMmR%ha{ya>54zSgAfN6=Y4OhR+cDed@sHZMxT$QAh%o{bcL~z|VPwKEVynv|D z4u~xo@{>~X75pdkY~sFD|XU}LV5 z_9s@l2f?V2i}Pl6mcskOSMu;zyVd{^c;3N5c|nBP7lPiVN~hq6ebtolFBIl*z}MD@Cj*8Y`^x5 z%&B!eEsDixC<$@5S)tST-mO&aiOQbo z`OMaS7geAg_R-l2Rhn(+2dM)Ad;Ih7(m`g5Ev)}l<6vEiO7sBi$OA7x z0RC_`k@byCf5B-vj>ZqKGDSZIQcaHXw#M3f2oRgG`BqfV3^rElnW03j@#>&K@f#CP zAIS(A$c@9V*^O%wU2+E}PHIp&tkbbaCnSxe@C74apQe^T?M-}vd#b>szqTd?(d|cd zCg3X|);xqC6m_R0o)iu+mjT4``RSN?RFMLMh^Ui6wHhpo5kl5u@NBKzuVbtHX$hTb zb}l8?4Bro}0AIn}41(}zeH;PuIGt`037N(I>p(DIHuglkqF0fjFn|~v+sI&@2*OTO zqospAOkoui)sbJ~rlX23Uhjkk4s;-#?v->6lU|HWySu1r+0d4++7KEn&h5QcgNW_O z5R`Im0TS^=eA?LVL51}nqkg)9pS6U1t>JG=j47L^+;#C)BKB(U*Hl)3{TI|Gf z^}|_Lgc~Q}Ev}?*xwBT8dF7;&P@K3D9clwk(|H0?q_T{#+O&fReEh*)tVQtvV&t&c zVg-{4x6U4!)?7dYweg38#2=#Ds;;?p>YVYpm%81e_bPH%yR}ujNl@4)v*gB9S)C@p zLYKHEQ=5U(M~b4g^?}9yP#V2rlh-8;BfodhPUYCPo+Cz0_TX-gO#SjTlMp>Kq*qv?p@ zUZqM*>=jGHwLa|(WeHUCft$PRfhK&V_5-?@Muw}I`%E%heq7>Ib4gtnlzLo-{;DJ5 z8_FugDiW%2F?WiCLc_IZ;1z-%^rL?b%;Jy8vvjicHxRETzni3qHALmH&L~juc>_UJLW@7o$QH{kgqgVFq#$+HAu%EoVe^CE!V*!> z{J(w_U=aYO?<}BxNQa0tiOnH}!kc;QQi{V{c;Q7`lYbDvd5d%u*u5kSg*-SEEi%YU z)|*c$BME(Y8UwdXJg>X3R;!$W&*&C7`$nDU$53~UZu6sqfQGZ^8AzEu44+29BD}Nq zzadP7*O-+Q%75~zY?3gjHKMgt#73&n{O7tOlUKN&(a!)$;~8p`j4TPBwGA2 z!9gkOb3T9+yu?in`Xi83twH{GWnQJkRT z$f98`BnW5>MqFE;SVn zzL>wHdo%|B?0k0DcMx`#D>Ij=11!W{(n*XyGj$b7{XDXALyLC%lD@t##uNb7;{kba zE_uX+N`v*OJT5(*9Pb-=8w+QqTDur`aN9KVIfm+fh^F15I%&Gyg5BlT9*Wo z-+}gFoeC`^N6P5~8@crCLJYNTYv6`jBt4*&($wLm98IQnD$Zfn=^Kp9#B@#lovbd? z#lMNE1wc1br0l&C>H9V4ldSd=ovJ!ouszELzZb8k9nWeE=n`i?7j&*7Rd>j5QjqRA zJ-H4N8O&)*rTOfG8YoSXOwaw0Og*2PPX&XE%xWdFMBiX{1u0>--`wF^rMk(43Bo!$> z@{8`1%Jzv32=lH;BK+S4DN2_WHY6m^OPX`)76VPY;tELseFAw9hC zD1FSaoLgUTix!gc1Jp!^7D;8M($^;W8dW!U=y$nKuAcf?Ul?~2kDcV4} z%r=s0-@>Vdoj}doU|gh0;o3!0bofIzqHY+(`*ps+gnEMp4=Fz|->$$(D4C%9$=<{` zg9N6hy75_-VYqZe2JVnTjxj{-%H+L_C>;zla%$o7CxR_c(J9!ECj-C^6*O(1N?`rZvqH?MD{~It!xON{dP^HsBRbCL={w29|S`;&rz= z?LU#Rj3gVa#*aNL%7sS z4wPkrbLrcWg6ydi#L{-G$5ImtHcHqjBOm}Fr322Mq9}B^JGluNf;id<3W8NJhES*KwS+l^V5hV|t8V*R&g26u=N8ozXrDyHm8k*mg$O7%x295`V_zUCY`8Uzc9)4-wqG;*syy}oNNlF~GIyT>alc)1I^ zHN9fe#+L1J4a&pLzikP>sfps%K~s5RwV-h_Vq2@+=T+iJk32N-JLItpRNQh>KZ+sB z00SSaU635$#^#KfqiBb!UcE@6^$06#}GADbt{AGKGMi z*E_V?DskU2I%sz+FZPk4!Odxx3YKmX$oHJxF~7l((;;lyGX7{7UQkoWAsJWi z%A+cXu&of41T7nus@g$|ph=o}OBTj=NyScryd|SmeATX6kvo(_|p|)hVVvZ`bsEn}nh^qCC z0y1R9-ErfnlXI4BHpk08Wy)fvxeNuA~igz}}vB8Yl z$yD&HazLLMf6^e=3slC(zkifD3$XAdta1rCOJi{(O^? zoFgCA4;yB!8X=n3EUDmYdE}27Qynv#kd|kR*eOCbsxGMBp~bZt3v1C``5{QElv)p* z1TgJMd18fYUgUyk7~8Hi zupF_2)B{aXy}NxZ7E#eO%(9#sbo$epED0U!`K`|OXdUZ;z+KEYv@@-v*bD%_9JqUDm?QgG(2YR5SeyiFcS=kV)trM zxVwfFSE?t(3mfxvkV{-5>2w&_X%85qUS(%+-fW}ArRW6J!Y}XlFrUMnk%6X-YHfN) zUds4RUt?~8z0Z^z;Fe5^!YVx~A?k$)=>+FoG;OA2hBlIVvk`>dc_OeXi`$AR0%rS? zu~QgUyo1{g80ofH*A4=!C|rp83T9?Y38_vxB}@<>6ho!bgGq`5Mgn!Zrax0=CC;W- zszi;{i7Q(&8e%;qZYr~rg?g6DAug5-6&DP5Tt~y>VZba0juMO(s_9O1Wno+2pD*KP zzsyaLi^R4O7+4#wzL$ms;(^)i-@0WC*kuH|W^64kv>rxd{8s?)H85+Z;>4Sjj}3cJ zcB*5!Wno$R6@s8sI2Hs*ojbuy2SKN6)(?nC969QFJ;p*)e~!tS4*_JTjo zdFeu8DI4sXJQPSyQ%7Cq5j2u(r{<)oHHBJCi}z#=1Jq3L1`f?p zvq+i-h$pmpxa>(Hl!P*XOqhnR;7xg=8m=-hgV5dbo{0+^yNj$VMXYNUl2=SY$S3^Q zhwki6z)|GLyc*+fft-V!!|o%H%tPf{9wT%BWG>02@KR@3Sw__07?S%qVlK9|ippf* zK)F;?K?T%-GZJJShaqS&+Vw1os6w9WWh{VhktztI1Q*rMcr+T%%Ce&1_ed)9^AgZx zz}nF!(0}>S6CBQaI!Tc7MVMs!)JRZ}PMwGvPuE1W1v_Cs!I*GQ8L zWijJokOIDC`} z{1RLUAs%jUm|J%m;E5`1w@j%QR#O8wY}p_MPe&4`MN7+AqiuH85GJr7(kU|0qd06} zegLN~Rw#8!RKY`O!0!ZbmHl2a{fJHAAv`Z(c?FsYc&OUP6HyP%VPcJ?GdARo5OF;C z_^!)PvlOa&Tf+DZaYdg}C&(K}r88`+6C%>3h(gx3BzdfwfUyyxy@CuaOZiBY?~n(= zOkVC*V7N@=g_ql0q_Kw%?6@n7QT~mOV`G$2>q8@gz@%E+DbyP8PJm-_Je7 z7R(N9?5FALaB6ndb)tzp>C8lM+CP*#RRi|$a2UX_MUfbg+%|5zlF&Hy#sx=LI%Kpb zHDGcW9uay>zYicQgM95uVLYc&gXr5V z^#?X^^<`AuLB<-`3@=XAf#M?#8Ba@F@KSx5vPVVSfPZUONa%b6RIEPnlBSiEP!NV% zu+bM85hPG!Gok;Z2WbiHq%F%?&Xk&{V^#X0GcJ<@&C0^+z%&6X>nlh@xdGaW-dvLA zQozwI3mz;TG6F6(E)G;bT`3@VSbfTkNeZ4^fu0-KiNtPkFbI8Dgn>dP#x%t^oe->5 zC8_<>sRGrKQ6+sKp-t!S0CRH$F4p+fc*p3g!ZM!?kZwZ9u5bbb?hv%fy~%?NFe{cR zmm#`vo3>Q)!)K=atEG276WFLX33#ZtnN<0=i^2`q80+Ck~o!*!%6tiUy&GdNeXL1FE zH}zeJ>qeFkMwO(2Ag@^xVQMZRU9VK%DGd+zgo3o_3@vkX0tOEj(K*?MSP?ep>ko=O zsL&7SOxRSCE|gi5N$?gKJB8?Keqyj;A(+w}lf!@=6DB8Rx~~EnYw>RFosLG-50f<% zlo*63WGUUZK<(U>E(XZ{(<60Ig{MP+P<5E9o{bp9rttA0%<#L;c{;;dTMm|5htR{8 z{O^@Izsyi{dd-50P(8`$7KfG;s0zSKWy4XUgiZ2F;&U-WwhJ$#Ah6rAaHj=UXG~Uz zCWkZIhFQ`N^7{x{feu7!8q2LUX+;jBc0}TA=QQ_HvOcRNZ!2>auI(tGJYhtPTUSW+ zsvuDI^a_Tm?eEZrVzW)5VC|S(6qH&#j)4?}pry0%ERkBMAT#u#M7H%cE2F%MP49Hc zg3duQSgJjlvNlbng#0+Em3Cor(@PiDfnSoBlCA|=1DpGFFv7GhcyVHnBq;R?ZG;#k z^&NZ`JOVFS{Zc|b^!gw}WKKSacmdz?m7hWi&YiM(g31_#SU;oR;P%c7DQ>^~K*0*Z zJ~$pS^%hF(6r58;~Q{3V_2Y6&oGF3Q#WC{;Utn)HDC_j;4ej9F9w<9aT%z zh-QQ*E=25^j>fEJt*>&5`E+oSKlr4-2uS)Vus$7oRv| z&hArGSsARJbIAam)vX|>Z`&F%&)l`JpwB3agdkyqL>yH|)LZ$YtP$9Rw?4j^vVGPD zPBU&T^?u@j`QTS=5ivo;*eb{5rn=4%l$ArL@~orW&X6QKOBSR47{l2D96x}IX{tu8 zH2P~Qr4>}<5tbw1M$Qy=m#USP6<>xn=Z-z5PKH(0M}bvWEG*MI%sL@Us(aSZHBD_mSfT=JBA@)nE6zyxB0lmJ_k|ZxTlKJ!IhoM}Na#lIYI{pm`LPwK$5go zdYq|%o^x1)A1A>Vb8#31_bT)~6>x`^#uAElk%RD&efmH-8jt%(U?yPkTZi(wzI%M+ z9*Qhw!+Zf-$ngfnu?$1)h5;ICmQ{Dl5Pu*Qs6jWnuM@Dnh*d8jJInG*wTJ{6>N#7G=&{AR_EA< z<^3*&ubw(q7mYr$Ez!YUS%S8~v~EAisUjI1*kWB8GVNS)v=_)GL$RdzCu?DaRD()? zHLKh#C=G+)+Gi-rpz;weVS_0OLs}ahFB3NqFLFNyQmCE_1?j#ZQGFSL?@Dm#Knr(q zc$xx;gzuECw1bmF3DaX0mXo`?hKdGIw&ChZN!Z>JmMK2mf=G6V3ZA>7BEWPCP9qOZ zSdNGWE`V_`koW{4zK2fNuc+^?Pd6m|6LB#drL=Z!{l#rB7s*Kgn`j3ig-kt>6>8S) zc%IWVuDj!7Z?=`@j@YMk~|k z!q0Ffqd;Q=X7t(QZ3iSo2_fx21(B8)&EOZCU2)5$f?g(w501AUD{&76vvhp0&TDO7 z5sv<)>j9|_%+zWKlD26RHd8TGBMvPD6ZF4~ss<3tGc!D;)3jv7DCC}F0azPrZ*sH$ z^%N4cii5kbF-~O%C14Shjrxeh-{A;m5knhCX;#$w6v&@ud?gHf)p?Q-vm#(*Z7C1a zTDMhdG0Ep*MkRAbukRx|B_@FszG>{3vVE-sT611$=#toEW9eI$tZO-`j?t_|FuiV` z`Vy+FL1WR~6p=#$W(EP#!WbrsTbMFOC$(9bh_kH0MYAg6v;d;feMl!mTH;tucJRM$ z^`aPj{;o&yECi7=7J3X<&)rs-){d9PhOk}Ig8YCLB46g!u+97Y$F)#ghIibkLR_Un zJE8~w#{vFmkr!t(TaADfGo4352jU6h9#)cV~9v83sNpq#YUBM(1ZUPoHh%nsHWAxg==A6hR-v)`gX!*)a*H9`A?&m{0k2 z!v#7K3ZaOvQY!G=5gR#O$Cb@#-2$6!Ck_ER-t%U0sr{7wOHNJ&-#kA>~l* zYy)o5dNn(-MsWG-?b4QXyO4X71H3Z59bJr$3#~N$o z0Myo_D#jLo%`5A8#iVEDmKhqsZSzE{-jb`3kRYu{JK-nSXou>Tzl^~^I>MaQ_(wLP z6$HHoUN>zTD}7T9i%bMmNeP%Wngnw7FhqpyXbz?zg_OrWOEtpLaT7BrX)b+2C|^Eao&N1%|G<7AzfDb>+Y;bNccY%x5SLc=)0U#4G|ZYW!C3(l^7cp{Rw+3gV`hL~6Bbsbn-esa3++mCGxPnypI$xJ~dV3UEiyDlXGG zAgS~F#?m#H{Y(-mL#325{})DJ6F2uH*)}xA~9_tJ|Tgcs`G0$ zV^zBacitgltKK+)mwTsvj}Ld-CETvI63klFeO5$ey#!cvtgb-BqHlPS!$0XbM2YD5M}< z166`5z3M0UjB`Mi5};BUY*DoR&+#e1ElBv6wi&}7D=5`kKytJTu1HXNAQ@%gS}me4 zquFZ}3gnjf)qpH}WI%<;;D^eXtFV3D$@Jw4VbLQEMX#qa>?EdfJL^Fr(!rYByosuo zq|2g^Wh6;G5oP(#Mi0VvD-OJ^Fr|G%<7z_+zO9QFLbtNtmpvdskQVq%gB@X%9G4ZP zm!Dr9^s^Nhsip;-E7&?K6clA5@cSv1_!AaYuAD}JnIKg$uSHNGcpy7LVBP#uXNZ8w z$v$OtRwbEX8%zxtUhoD2p(W@_zcE3p=2O;3-xyaBl7Rvog<++s{LUGPP^uH?X=52V zk+p)e#tGpH$&yV#yZm113^jb##_EBb>QH4!k^)#s6(U*U9;`22v1XuS7mro7HP;3< zRVek=qp!(CDx*Gk<)44$=@QpbG~)EymacHn<1h-+?V8N~CUJ=o$@(0T z@30Xu)@-LBtb?Bh?`T6lK(h45Q8+aQ5{lB-sX#8ExBx@lP7|+j(_Jv=rlHY}4|NGG zuw6UCk;PH`A~um|tq^JnVF291QzE<^{sk9|)PYUcm~J%`#F3L?Fdw9`6k}9QAU7AV zm35y^?pkTqT!~0VME(N}tTJzS(#5f9_cmOK`PP7Mc?Ee4~kJe2mE?a}a zdD28+6@jpA_9xXlq)J+uX8&6q;LC3NVV!e|2ioneGaz+z{clX*4tRRWZdFkBU+WLP zBX)>5cI^~Bx*@Ysvbh0z?yK7&51LylOwg7ZmhGig!v-drkfA8bX|`h{l_C=$2ny1O zX8HyO^p2(DtvZ0x@U7Yv9)dUFUi2-_0`6Ype`A}gt^lQn%{gx7VH#m?+aP9I9xUk7 z%XB($Nkp6g$@Hdjd(ye?yU&g=Js473r?N+`xT@3SwHe@*DCArfx@J%sM??u$Hz3-% z;qm}-@5cB!jjditef2|8Hq}rdxWg(yTL(U!xq~`xv(iI+9X9a^)TzCY*EkH6 z_)bw_b1gvNF_M5RoR0RVmteH*vWN4?ZPy53T4+e7Q$*CCp;p^k(m7LBu#kUjWdk!) z-HGmBaG+`=qiB@ifVJ@K$XDRJ0udHj>W*>|H?zrW;cmbz3C{^S!C-l!j ze1Qyk`NNk(nYtl0tU;CfA!myzdRij08O`7ccB{-$pMa@T$fg<7$C!)y9mFzVXM0kD zA4bqA6O{=pRCvEtyX?;j)fj`cw#xVxO|OXbL1n$O)TGc~C#WisD(eQMPo0dm3?CCL<2I8rW$r{c++Nw(C+#dv)Aas4C$uB*zw|&c)55!Ez(P|@yRmpqix6|>U!SYv zPyP_P$)Oxl(GOCj8T+3r>@s>_%f4MUE7nt8oz40Wp?%VrWD@yYjC-U z;d<$iuO|Yit^pKs5v>Kf^so9-27!DWQ@LoxR3Q;ckk<#91me$H+3kGHZR5`9go<>k#YD2Uhz77 zIN-rhGTh?u(+<<>Ev$bP9yD;*|L{EgAq$VR01^HTVk#^c!oKx|s%9sPvsDLDwHh3x zpr>B3gX!w75mok8(j}%?rd;en|GLJbiI0ky&`5d7ogM4&9UIq1m5Xutp#_$yz|vm~ zKntE~uKMIsx|@!&m#w<&DtiP-&VnsqgrSYI&LM}0g3^|3+-Vv);{ViqZKKn3nO6N& z)#u#}D@OF{y2nR#&tB5p7V7~ZkOId_*a{vgO~!uY4&R;je>=sHb^erqqC;VB7+#Q6 zJX3pq2X4bPk`$2zQ?nSD$AcXLR=YxtQay041GsJxTaq30YrT?lz!vT;OBDf9yUEfH z5>0}F@#KMCjoH(E!hV3rQvw5L!Pb@kd{LZJ|Gl}=U9`wiTHTUEr7UCs2GOfmmH$pl zWL`BMVozyjq0a6_Yd`?U zM(B=maqb5!6kCzS!{Y;yDaSj$l;*2?0cw$NZ18e)Wyh3ojXCRnZk@7~jN)%Xics0$ zHqph9(g@SO{IrfV@RksS$n8#+l1!@vb@rFk^=`EtYPCUCBLM;e)LIKQla-L& zCxT3?FpDq!0uW3&kdhmw7^H=YZv|#;S2jU)Fd4_|QXJh9t(iU5-rw*=gvVKJMFuyQ zfK2!k(m;PST3f_I@UM>B@0wBvnY$sXEZj}B;)}C zFO{TXDh|abWQX}H9+vLXc@3UAH`NUO6CY<+6O)K_7RfG0{5^we$xk$Bq;)!_J&RR$ z&=UOdfk+z2WD?j1cmL<#b&#MM`_hQygO4+Tx$0!VFX_4xsWzIY6@cv2I|QxicQ2~4 z(h6X#4k%QtQ@D$0h(8lS{|+%i?V2G8SzS`R($D^Lv^Ccg5IY9ua^Oh$L73`k12c!L zMu(aDlnnBkS=tJ%v0z7f5(Mv<+rdm8F`{~`7!h6*KT(K6CpmiX7cOfM)M>Zs-_Llq zz&coJ4HmQ{;H&P`0tD=*CyFXKg#8(^#P$vu485XIrRE7pk>A;tRw_3fv1bo-GvWsb zM-odz*~a#k$>Pgy^H46aOI?i)2ul!mx@!)~jV7!Q6yMa94iltp8WS#9?ypxV=N0Rg z!%7v%e2;;4s|g;Q|Fu5JTb`kodd}NQ2PtBGDbW5|x@f=^mPL3(Ep$`mS4`!NHKWzS zero~Cec}RC06NJoBYR2i^H_?VUMToQUZ*64m^5f=iB{P!k*ktUtOvffDPmc_c8Y)q zPWe@ZmR9c3Qi3Hqp*j~n14(Huze3YP3Q`PnrBEtKe+-PbB|GaTMXl3xinV@cp6Xcl z4Adi(L#MX%NAv0bVC{}H)Z+w`&$^7>Z3I$LdV3O+w3&Qq(4N#w;^?|l$S|=Ve#nzL zVhgl3_FOU8jYU`-@&ij7>%6T3-9{C@l7ufi ztkQ!Q5CUt|Dx(m4M>>Dot9?d}WyKl}XS+!vKSNY;dv5N^&0Z0ORKaM>`d0g-Y&W!N zKnf{=4cBvDoQW6y2y8a8-Dy$E27B5Cw))bFtWM^A89oUpfF(leD)dooU31E&Djj;n z?)^*`4bL9yXvdji&916X`h7I6wg}Oo$OF6lHX_BSwg7(Qb`8_4J2fsRxL7cx}d2OP}fO9`o8JAW)7S1 zS{=i~P;d`9!WoD#T941t9}SkV=Nt z)<|ov*6J3PzE?84Q5eI-&VOp=)JgUvJA_2B$FG8ATs)9>luwN? zTT4Zg*AJ4530oF2a3O6!eQ97{aeOu?m1(gxG}LD(Cd}1#J6h4Cuv+3v@pDB6Yp2w! zu&PQMNG7C`>ZJs_7F4stEDVPHa%$!P=TxZtwCP^zl)<7Hp!isrVFKRJB zGBp@MBTGE4S`!$hSe%TtgybEbQ9}_AIa>O5eNsXe>jQqSsO6gnnfgW9|{pBD$TTli-?FG&+-;Sne*3~ac> z!KkEJ8%_$7%M+`L%=GY#!g6*cZ`qR1`z-TX(mETbSClIf6q;EPeqjG>pz1!`gvk+_$h2`7!3YTS2Jw5X4>{Uf7mid?LSN#~O z8niT~gb>z(q}{Fl;U2Xt9xze1vc{-F;3Si|+1`NkYoDQqB_?2{4g- z%Kw~wDiNxboZXYqiy9P|Hb7HVAX|9qL7f9T&Mn1tR*C?N2A=z|e?DY(z@bDMZ2KJ* zsyHHH)WoKb^+jh$CnbO900@JeD0v`SM2Bx{6=LXWh8+XJCPq>9RLG^NNDPYv0I+Gj zzz%~jl^DcFn?81=lW<5sa4-h|AM3>d&=4)<%Fd1ehdDWX5lJpo%;ORw$%+@Hc+WZ^Eue$cMU<4~WBFe1)xTOT`26e1%p!%pe_F055t&g@Ai1 zGVvE{aHWo&+CCIHC$HUVib>%ZpL`rF@>LkaZPI4!XTVjMfa)M5x2LcLUxiRR=&l*H zhpt%C0~Dr=BCr&E;}}`OoT83G<|B(C2MZM8t_0A2D1p1?WjXRt>@QyPW|2}O#4o-> zlLT?4Vwz!57LiGjj+S&7y;C_D=D6(#nvN?(H2x4nn8+mf&q7b5^Qd+=mYgW^b2wDG{4ob0VU#W7so&@TJY){ZfZAIbR8Ox?eLmho_5ACre zPx|G`U>IX>jdfYoF--Yu5}{#-5B$we^j520nI#>o^4BFvt-(qZKGD!XX698&OTq~K zLV{feR&^XIrL9toTOON$x+#94r?|y0i@U9|18j&*qro6LXJ=a}>_XJCI}@pKVXUtD zNCRrZ;MPA96v~RG-hu7b3E7Qq#J1A1(=e>8)zV8HB!~f$nLNi>gZkaGgy1S155O<} zf~E{;b)1BmL$HeL)L}IULo#*}s`eWl#yI^cVy)Ssvw?&J=qaR@AVRE#*lvCH-ho@_ ze_q5*El(`q4u0fAJ8W*|f)7k9xQ-J$ur*B}JJ2iDtd(3qjVeK)BCvpzH7GhD(E>eX zxnLK?me6z}fv+%u36){}B@B!Vs+q{)Kq{o8KQt_2n(vM(3I?wQ=rqm#JHjL2Q(O@O`wI@jid0;gPi2d2V0TEr!vc5_YIc9 z70W9fl%GX;=q;OtENB2kCb#CUi11EC!5p<*9K8_=Hrz*S1?9wRaJ;)t=+2gE4WL~A zGb*+PZ*$jT_4~q4St5ddNa-!y%9WPi zno~?Jc+__RY=dDKAYNfRmXwG8hi6X1+K7}0Xvf0v5C!xl# z&6AvK&XsTs%gc!8v?n@7f(u=kPbJ~1bVki{;&*pPl3C1IBe>w)^wCB=PHi_}o5xT) z^+-0QHZ(&FBoHGBITGYYixos&gOq=5K28Oe%9`l2ACi+s!q8qVaM3E@qe>A(JRDfI zMIziEz+iE+aACv>02pAcv!eb35ib+#1ndk&QTfV~2uZr7seeC1f+Q-Htw|3598DXGAiw3xS~a4fCN_6q4||C^0ZAZKM6ts^=n*N3C@gYfn3G1^pWVw*NP7P(_?2c248hD?i9C? z2QI>c9Q)B9-5MPr!CIafgUy8Hgp2s_gi;485|=2l(k2rGAQVnkgq*G|FOUrI-+;j0 z>AzZ;6qK(%3&^E=$gQLaCwoG($}glwS1g`|tuz(5hT?dWll};RSI|M4*W^-7fSJCb zcS}*cgFeFxnHe5(i*-+GT1}itj~W>g`Be7;c~?uTR*rT|#0TtEB+L#+#Cj5^W;2w> z`T7f7%*cLO)<|D+W2b#PPm|#)D$pl!!B4AA1IG@m&U+)uBYby0lZq~{MOXco9F^jf zS?P-IjPhmZSOvk|unDW3mPN;ZK!=s9A;y)gkeEqxsRkRmMp>yvPWZY7k!dwo!6Rht z7@!_O5g;8qU?_0c6eb4%^g+igx6V^lND4uS`$M z0|L$?`QjV=3)3s>?bhDwhv_3=IbF5aZW^0#uzlK~DJ^F}0FPBxB7jTwurXv6^x2x6 zX8M}qvV7ZTEK@TkxH~E7-)SOYAQh)%Bo3DuMm&KrELbU=3-mwQD|iemjnT<*?Sf*V z7KfRNnd9gxdY&L+>)W-Sgf0AJAXo>bdZu*c9VigF@sYtDorLLB91!ju>R66WDU(!l z5wy`mtEz&7b#&cgsP(1$)1Op&C1*eY6%4g&JqWByvxr9vb7j7A$?rsm4EfzvMQ)HI z4~bF6&uOxcO;kjr@=@1m#4f7YpQW@&$^;tm8F9NpLJmsZsHt0m(*csWAFh(00pfPX z&|N1M*V3&=ac-%*ESfL^VkEOTN2}s^@d&ho_R6qjxTuzkv_O5~BbE9FL~-|OKA&NC ztXj9meh**k+EO7AU1#7sVGuoH6G&AFgcb@HpE$sQ#2O7#={4AKSa%XcPw&`5XUkOv zgn52sL29Qr^tp?4V%Z;y&|S}Nv(lme2QlRGugV6Y+>&(DJ8+G}Dzx6idx6;QdzE;q zRwoO4LgBNulA=D)uYoDPnM5KfIex*<`e_-Pg-8n!kx6ISzY!Or0VNC4&!AkW9e)%* zfQ-=+lj$Id>`P#}udGWH5@(jGtr9jy{rU&Omab`-xX{1Sv=X#|`8#Gz-uU(KJgJ~# zp?xE*hI|SaPXM>55WLxJMKGtfcL8A}OM{`jVNUCBY?2tl3S{jWoif=`s{|X=_S;nx z2&$mzjGV2vEt^Epasf}OX~7PVv|^#3DM zp?K^ouss+Hlwk+o%G%#gM#yL}Y~l1IpKQX)><+{zm($=%5QaX|4~GrGv^;CoGKpk! zVfO8YkS0|PX9T}-0OMp9`B>kzp;K9Yr?^uOOSF_lrNR#6WM}V)87@=3lzS)oFokY` zg2RMINcbnTin4L|5uOkP_~{i1o;*X}93VcG}BBLbAR!Qa-^VDTrL6S!@k$5mnd96>!^Z@sdtg=3u^XpO}`PH3+cZ zK1 zaj}q&(U#4CoiNn}rI<63*g|vygL{ud%-vlPGyHm~#D#JvU2gDcCknIPZcVfqDDB9P z{KNj`l_}~v5u@`)b64Za5TR9v>HIAXaRthSM+f(O2nS#sH5d{vYhClGQqm4kz5Kc* ztZHDC#j_$Sd0gP7!dZKQ&r~}|L>8j~KxP57LlyKIBT8W~qb1gf#K}Ip?1n&>BZB&} zSjoc6i6OCOYj)Zw!Um-IA1dQjBhob-k~CPcXAs=UT2ZBsYMWHEl7EEKyyI-O@L|Sv zp;$-&o0Y=$M|xcIPAV#;9We~}ga8)oY|W%2YD<%osGyGG5TnYH8mkxCv4DZP=|OT9 zGHJj0!vaNtt+7LVmWxCa2Bz?^pLMb;v&u)Mf#_=cI8hD7gD9i8X(&FoU7v|_GZ(VZ zRQPb1HsI0o}Ey~ruD=KMwQ_VAbh)>CbbnHr!KB* zo0zJh-no^*E5Bv5>=aB#Q7M>!G<49if~Cv0+9gHGobaP;J7(EDjfm!A!(##Q{=e>{ zmn0k!C4^5?Mq@=T$v1xBqjHcwAeDw(c!*Q5ijiud{St5YSe`9sU23l0Eaq6JL zsH!nbs)`o~C!`@Oj87AvOHt)BG>0kGrYB=61}jAse4eqdHDfy>WUFn*AX~3rHYhZQ zoiM{R!G`IhjLp*zo!zc%?H1Vvp$;JxXA>C()`>ryaa%9*j^mGt;U4t*8ED z1cFuV1^y6Vwb;@D#cSIq4ImV~;>V-?C@(n6S)2kEnodUZf!YiMrZ;)B!Z|pmm#XW$ zBnNCv@T3ZVVgU`%%+!N!#{>nuDf26r;~n#pt; zO`vA<-$jIpZFfOyYs@QczNc=o1-z8?R zz&{aK_gd0l`@jg^THY_b|BgC+Z;00?WL$V6`)-qTC6cevKmDtsu`#ok(rcX?V~=Vl5b~f zr^g@?`r84}4<6d=LjmJZYEBVYO?=~xrVb00y|#?KuqI>_xDt`QnjBC z1&R^?xx!-EkYP7WVma8=ZOiZxf5c}E zF}U?a!P?CP`^Kv$SeR7Wbg)62pJb_W>d;540VOZ&M4X@}cbI8i&m^wkfmiwMfFe~W zVUr?1sl~mP8OSS05ge0AqfUGw)35cPAgEytMO3}>yWCY2GI%n2ya>&NJZF(h64=jA z)aq2wTa!N!d;1XJb+%65QB9*0+cHp5Wkv*U1;RHa($U*eS{}%0p+&t|XHJ6v29hWw z#rOt{K<>z*bJp4Zvd_eReHr^zT%N?|+-MAnmin?mxK#-h z*4PV_&u|hA%AutIZ^)ZWiBNqn=i7=3FNjwgcRuMvvHl#lB$A_iLmN>xa9(FNr~B>qBg9rL}dzZ zSV}6A-tuONr0PPqHBGUZNUrBo*=~iPcnDH#1`Ed0OG;tdfk=P@6bvMa;JU2BuAOB~ zkd#@OT?z^{;3?%9nrM*>=pKM1YXz9&gOfs}k9e(@U_k^?h*uzrj5$C15s}5+)Yh+u zs$y+a%VtB@#_x6Xg@!GLa67e?x|$LU3NmsY`7pxan()3SR*v|6rDT~t1nBi)?VuC? z#a#C;0HCa9l68q>zp_LV0McT4*HdFrqtkO|*ai%*jk}hIcJs$p6p&A%=RHSwP zqeEo=N-bM)hx@B+dem_+3?TTF2eujZ>`848uHtg+*3oVwY#W$^eL_dEHkAi9nweQr>kSQn0W-h;8ki!IHr0Hv zNMfQ_Dy;+9%(**8c29yL-bC8bblDYj?Ej`1y{d{)uwfo8=3084+|=GX3SX2`vZ~YA`m~;EDZ=`K*jnn* zShK*gTP7m`=Ax)LRJ7VEdT&{f<&eYbtPUspjvp0NHVvp2ToTTD03y7?8eSSFOa#=^ zKLt!R3KPkYdiCKFTBI9uUM=9B)WGs@Xir>>mc$+-8bg_uk z?T*o{zwkGWMIwqMdmZ4{L+R#ULjzUgR4sHETIZ&d+1r|z(V$|luJP=_`axrbZv=g!Ee1%W^J!L- zTc$CiEJ@GwQZf_aGI_UIj&^`j43)khsG6@@GsOuwqmWj~S;>uF;7?D|XWS&diq77l z*+7U6rugf6jwjRyLAL{YCa`_^SE~ua{7y6!;W)}07(SUB~KJKbQX<~&=(#Mg8r|tTC(?p+Z=7~>g*W^V!%(u843$(i7&fQ zTH}M=cC43VE-9;LL0Lc*eK5(&5J7$4h?QiyiEDge$@)p@F2M3T{d1I2Icx)6LE?yb znLYvQpgsg)oOn0Mq*gxXSa1Ny#K`b)D6c5MIn_uQXK1vci7k+ z&YXp-Fu9BZZwn3D9^XQ5FZLJy66W+i_B0aHH*mcIAr7gex&O3PNh7wPy7u25U^r3e z*ZM?#Wg*>%GODE6=?=uj?WQ)g(6gQ-gP^JW%x-;_18fv!NxXHPCkYb0UUQ`3GxL-s zMGBYYb=5`1Rc!*FHIBDC*#TdoEGv3MNeX+a4bUA0)xo1I0qdMuIG4HD#v7>Nj1)0T z_YRQAyk^t4m(LZXnCWOb>>l5suo~K{vBZIW)&KuB+=zNnSX)G53{NZ5SkOZ{>9U`d zAT}fraz&ZYv2~MT=w9brxj|yhCu%*9tsYr|yIxE1b4ndWWK!NqO-MXRT3wl)L=+oV z!VB$OP!h(*EXtO@kPM|D7xX!ZPUh*$tEVIKq_?&RdCni=xSm(@o1qRa5|Dz29PCms z`@LK{Afxc8oTNt>Vkhf?E~%&y(M8hsp#uTkkT`d3LG`l|@IZrr& z!=wNvv;u4L$N{6b_2Xz3Z_Y?kB%si12NbJy&q#sr1u{!PWL4k0hiO1y| z#)*Nmq#%XQV!NM#TVbU!i>;xt&11P%R9UCFqL$*n(@V@4dX6nMolvA$Pnrh*SmwUd zL?S254?f_-th*!zeyPS4!06LWgLS89sg@)@TX|xOZ0#$g7lD@BLUWF*ALhRX?!cj! z6n)^KbJ_|CX#hFWxDXox$*RW2pLjQcnyTK4EDyjXuB@tfL;Ak6LFz*W^->)|aU#Zz zMhuD^^;K6M$UNHX&?=czk-~T3MSm-jZ8)ndy6OL4Sb&-#8jhTZ?9Q^dD#R-AnhsT4 zP?0OH)7rSNqjPD1{Zjc}(g=YJ0^SrJ_LAV1(RdRYt)@^S!#h}p5hbn7fdRsoVvcg^ zktmdepmG(3vhx|5mwbx%61B8D9^P6sP9qxW_2y2fY_EI`dd>_(Qw+}(c3XZdTSv{zt>#!+VpzMdNF;;c0g zW0J1l2!U?U`iApOS8{1U2!)0gp9+IWA-)KxjL1X9zQezb#Cm)|r5Ui&&^~HUE7KBy z#%yePEkVHrO97k|Bnz$_Pm9LeQHe~ghw}FnO%35C5o)u?(!;a~i3sgD8&6rZ4b%3g z%i8@9W`sm6!)?@ueT8MFJak5av6m!i&$3ix;r<|>hkQf&_z8fNklMH-WO^hoGHA_I zVOm!?!>R{FV%_{-bBi;S2c$1_nS}QTwM@7%Kv^x6rU3bDZsoJS-AG&bD{9%`G+qHf zc`Hdgjw0r7I@B8LUqG1C{X{x+5i%sTPid!tQonLLRwGthS!iWETtBxMDt64!5l@|} z?XPNx1Ng)Mg9Swcrq9Q4E-6wnr+(LK5O{r8QCZ6o&$V~vv>CF3|LvT%4Pj|Gn!JpM zXayzGaBx{pqTR(ww98oVrheZ39%htF0^k5xwi*d!%Du!UT0df&T)_LDbh>sF3>Dq6 z>Pk>pw^c&b*b59nlhZ!L3oWygenYkuGYcirA`F_)BU=zJD#L`vc}x35*mO%qq@O@E zL?&`IV8=@{iw{U(h$a%w&oh-p6iJl6|q%9#*`S@Fbs{LG`>@b4x}L&<^~1LKCY zjWi>dq_FtyL^X?>JZs-i{X;`8)Diumfj{+==am=O-4 zTX;IWL*dqVB{de#8uFUt_ft51^8$JS+Nus_;D(^WXOVjH}Q&` zwQg&Yi@cx#0Y?IA3H}qXZM6{1^fA;9U?2?;3Oh9C5Qdi|36*84{tB8EoY1$!P(Ya^ zXY4GkNi=3@0duWQ43rW3#aozPQ;PM88F&ZDp0N#-u<1l5DC$Q+hDG70FwA% z#cuMPvo8^cg48SM>StKqg36X?nQ6Mxt#X6?z{Va3fEp_>$I=$*g|&#GFsgC3L~%-| z#21jT={Yq$AQY_rghJw$+ckal8jj|5w5O!O$iLP-e9&#+RYHXdX&c}|!70Zg`I!v& zCXDi@A5H>_)f}!G;+%Oe$Ny_xKXbt#?u70a7 z=lBM;3zMoE>k#Q$EDph$?vU&)BG-G0kUYe=eY|Mx1Q-Y5DW$=Bz@tcTq={`^%^%E# z{>ji&5o;zTIEzj;@(S26Q5Wm!$5EZ^GjgiNe=I0SKa?H4C0fZUd0)dEJx+{rXF!Rp z(eiJ3$?yaXYn=RIezB(MV3<k17g20qAMh(gr9 zN=ok6pCh992wn=*g?|~fKh-bwVQK@N2TaNhWT1B>mVt@8IZSu>WS+dC1%7Mo=L&g^Q#p>w^?l? z`!m2T*Q(l-Cl+Z|X`NOQD5uiyKpb?1?-H<(u~j|FB#e+*$i@YWY9X-3U`-o2txMc- za))}JC_xHH(#U*To>>{}c3TYAwIaN3vtt)=9hl32uuSb{eyi>lhmEIbO*lf-Nff+7 zjcZX;QKpbc^%9tIrh$FK_z@tg_$d?u5o4N8a{Ve{F-A2C8WKvzWFqL&*<3$N1p-@u zn!9$R*+gk|m2>s8kFj)e&jJ zUg9;fNM*4~O?jMKJ8jJw(uA8PBK#?hXlEVj^@JkV*@GtK)#=)l?E^3rb8-&S5m4+V zK!1%K2%hMnw%js1>#42eDRuH|5ivYO4e&(uug%Y0&=nsEk%Ls^ODB8P3zai@C?Uc1 z=Fm$y@geZKk%xrZ&|3CMxLQof-y>f$A%NwK${Z%*hVBAz8!Q^a7=@{&oKj=TSY8U( zii}RU*YX61Fcy8-wsX|bqDvEUB!M_16;h?Iepo*+G9j$C(+@(v<{#t{LSnyL6Vb_- z3u@RvStV!ZBCksxQ(?&s%?SEn+Q0JZ$V~t2i*=yAY-8{@fJrYp)GP1on@X+ijPy=U zGa~=cMjd|~NdUU3@Opiwg&;wtAgXcb)pHEZFY7+lyj~$l5;b^LZo(>iq?N!QEcB1? zjcr6xH$+G-7zh@HE8ED3~O;n4d`mpB1kDI6VoP>8vn2)Chru zHr_xqI+?7#hyzv^Xavy*Afc1M0lw|ThVomL-mMo@E0Ixq@OHXsk}%+m-qxvePrQRQ z?^OJ;1|tGG{YcJBCH--U4Ms~QOYZb%+e*sPi{Pqu)KHsosLqZRHP3oUC&1X02m@%~ zHZr2C|0WczvRJ9I2t9afn-a}5u?*|PZk@FBolUdD4t@&DwTBRZ;LWDRw+OHWkVq_# zcax`y#!gWXrmxttj*0K&QwXg!Rp=*;a-hTs;nhJROqd-QMQ0Tp9S$i{=m|hz*DT}1 zZBq;OFKn8s<*;=+GP!~_XE1A1t-;KSqGj@mrrbQpJDt7M#Sn_W`r(y2)vbt;_$VuL z6d+yolL1+|IX$JnW7~xf!jNydp&zm8r9_C86qcF|TaolFqBND&-d&hr*V;mB2m;eN zm5S@&n+qw=jg4e!zFOBIjO$+6YZ1Gb4#K@`VOv23D#u zf6}n^@llsN8ILJNp0KKMDL}NGa&|?yT}$i^4n0T$Bu+(Ok8*YWB&ELOIHe_4NEO9P zXk(`I31fTU!~NYB;uK zAR7H&4uaWSy6%NC6x4fA@nK_9RSfh>!i>!;P{_%4RYlQN0j38p=TWesX;gurr!^ni zD3-6mS0B;XN_m9AHbMkpAJs!Hp={VW3Nt`W0q`MPH~mBkM;V(I*}$-@B!Zk8Q(ymM z_39BsQ`8aaU$6;`gxt!-Q=AHSbD+bjslbKIlC@wGA)Uex7L5-&a7b`^sXjM}18CJg zPC=Nbb{XO!Mi>w(02>=XguARC39^+A|@{Z(@2%ww6 z4b3LutVk3`5~%rG2f|ln2|JIV32T9$PV7m@EX%vPFEQ~kV}&y`fbg?$0~0LWfz$E+ z|1{lgmK8~kgyH|}rOz2isD%A*Y@XNTcc#0#2qOGLGMP+rPe2|=O2CG0SVubAl{U($ zLlu!7Qcze?AO0Aa$+ z`~{3546O+wAHdk>k^lgxQW?mju~D5FiHTEvrU`CO$v|A|&wTM4b8*>LTB(PFJogu? zMAfB6+db~}Kf=8<%Y8m`c@OufN>p%SVgm_bG+%^CBlm+cuvIGeU#wOk#6q}PtuKA| zTQgabjIQg%WSWuiD18&Q-PqjEtRn|+U|E_mE7tsG*tCX{Y92=QmbIRU zTtx19BAoe6M8<4ry1C(_wyaRV<4c$RSMZ1^)8FNX6`*!2!fQ4z^TbwF+DUXvy)H#E z7nsQ@NxC($9{}-5x@6=+0RdFajP=#LBEMTIBvRxKuzWpbWf) zDqppk2FY~+6r{1=>{jij&gm8%ujDAoNzSrRqED$+0^m0asj~uaPcqc}^WN&pYpcpN z$R&kYvN8@cBkp)1j^7{q2p#nXnYjKO%SAbN!>E?!*cf|mjq>c1Ee%WS8MdVG4pcQv#yB-aAvIZx~ zXswayMG#SCkp)dbTZ2kjGEvz(%mN(sni-_e$P+482>>r8CqO57IW!xfts$?TR`Q|x z^`3~s%6WxTB6p^i=3!T$sQ{$fSQg9q zTOkW4QZP^L*|@+q0h5?^b|22$_KoY2jQ+(5XGTn-o;9( zTyajG)RySvMC@X6&_8P04^8_DKbKDH6T{3Gfz8EQ8UHn)ql zTd;xpnni2*pI7S?V1EPKEDKp7MnG@oi#3X|@)D6iQiIWUvDS;l>0B|=H3++8P}^6W z74$Z5(tIcwv_NN`y4kuF0uvi$4%E+QxSOc*U(+)kc10HJtj&oa1w!0iU^E$?W>0&s z(!a`1b?RT0PUJ978x$o33rKrwNbC`fpowGQvMS3MiexIxh|vUrr0dVT!>&TC11KGp z!HT-6Jg20nz`jCSsaHC!lgz;rN2i%5E}LFlatx*snWra|b++cD#^| zZ48B@tjNkThKk9*Mz37?&KJ;cvH;4c#j&6V)q-oJiM{sPC{=qM%^-t`Qh3P7WhH$w z6IO&Fi_U*#uP5_som-J&PCKIxzSzX}_?}1W5ukX%jLoo`O=o?t0;2Gs_gL5y9!vnB z2Q-Wfa}kP57F!crPUcJE(S@!A41{aZ5G`8HQ9cswSdmiYkp-1l0@w;MVRVPOW)-k4 z2}sV`qTR+&WlXY+gI_ST^1_<4Y>inYQ4R#ZsDbRp|0NR!IC3{27B+pylgln$6;15$ zd_9nv8mCoQNM@|Z!i`mX0xKg9$2z*&g}U5{6lLNV1CK`MJie#RR$HlWqq>VsOu42L#fW6k-SG)lhE z2B#ooSG!N>Aou%810ZgN^tKSHJKKd(yjFKan(}~o1s8fLYmaNF1h!U;Te&D@)5J~t zu~QXKf6gNc0kz)AfTb)M9fe3(34o03x4OZL0-R7T0G(B&Q~0+|#3HFwK^qFdZi9?~ zEk=CQj>7i_lAYyMtt=}B@o7-N!xu(@06~o zEwjo?X-U9@*i;9NbF9U^)+>0xa;;HCC@qI~IzrM57LXGHiS8Eg%a3JMBw#-D%ev(> zgeBB%n<%<^gj=o>!V+YmVXSOU78I`-tH)PIMU*yR<|qI{rcyI00E8z;5qx`7xe-tDDANBtnA%hx0IuuTC~MYT_Jp-!PKyK{w*vmP6^ zl(i;Kf@Bm530sr8JAy?2yC8+*(ETNAWKuOhCH*dEfPX(lsIIcuv4kB|tBM={#YP;B zi^?DX1^catRk)p_F`9|`5op=VhQfV9b#|peaC}AmwT>ltQ&%rA!=-p@tS@SA7#|rr zJ9q!38Y_cGNm70{MZlqot&k^kkP*(rzpR--JfaN5hO@9GYVEr&XhjxxA51)|7sM*^ zCKk3=sY7I;Hxb2l3s#xC1H=w4=ODtPCMuz0k!Nj0UIWn?bh_$Nb9qmZ&qRXAiVFWO zW==S6WI@0b@JuRSvEHSR#4jR%d>gB?qJHVDf{W)gvWI(oik92ju%|N7UFoM1h_C(i zWie2<29V{Qpw$pEO+@3h1(h_|=?|rVWM0LN8?w8vdU6In*_zg+)gb4F zPC6w7yJ6!R#4@qHW;Ide%~NlkoyuN@qf}KuZ7=1KGQqMdrIe&rCnT`@Yb0X;$xrS} zbYF#Rq~yHK$N^8*$c0@$Q91I)EG5OO&#E5cfD0I*y zXY696iO{5y0Z_zs{RkD7QO2>cd}YDvUWqiI^Q^=rD|Or}H{eXlvh_NUj*k?CXna)M zi4?H{64K}O6rvX@qe>CM7`Y;Xa}=rmMKxMS1N=fD|A2L2C6B7Hfq0q_#^9>lTL}Ng1hl#ATgIj2$W5&^VpVIhGIETm!bK+VjXQPsNzMaPi=}n z-=*x#BHdUIjiWXfLyTEXCLp~+r1G@Rhy{@inMbS$d?JidcNbza@Rfwz5@>+>u?9j9vFq%2>5)r!~(^CQe}!Q5*M)9Vt)<`RAPBm7JhFNVB8p@P#Wu04`!9 z%+t^vT}XH2G%vqqHwf~NTm}da&T?5@dFjl&`w+B55?0kciis%DI3~4Wvc)D=t~M#0 zw8=OP5V4Casd=&4gnhkWxB_<<0NWY1qL;ZAi>~(xH0>b-_>KC=&imF>EDzD&Gc`qn zs_IeuA&D}cXleJIQ`K|qB~#a4!>gtk$aM>qkenM?jlYvK4((71hYM3n6ei)+Zs@ee zNvj}rxWh1N>ZO5Vj?nDlh}o?jVh9CF%J^+e(OZd6&{c5G_}0G?<+DZ|f*kVx5mTzk{EL8{&vJOl8 zbv!8ym3heAW|Ln~L|5~ShDyQs&lyTdSV&2V%vevMPP<*G{n8}RwXK;~-XcmoGEye8 zIKhHx0I7FisZ60lw&b<)JSnfji#4wyNH+@t@kEVcA1g{^dJV^;>$7Z{o4bItBQa3y zq(JKS2`Mv0ByI-1lIh_CYT-iKa1OqKN32p+D}Aq^=W> z&hJ>Ij}hOcdBgl_dOh%u~gDI8$2)aYbYp#FpsH1c~gj3gKGKuYii}XzCc9J_LhLc^&L?vtB#rLZtz5Xmwtw+ zw=j2tSlUo(AMGY|M1s^s5{|HBe%jcCsPK%010+IzLU#xQuEZyAC5G4Ih)*I|4L*&B zkca98n17JbcQh{bvmaTPt*6C{=MF$*ROy$^uoTmjLQQ>tQ(}h)zPiH3YHHA`tH?ST z{IwEAc6kXAN&ht&xGaT;JN)Wss6U0ET1^cIY}1t%-(iI;$#%?xO>Kwot4=7#oM=bV zs0GMUXJ>qbtCKCZ7GSttc2oMItn~xyW60;=%azADmMS##Q;fF@*R-@ykm73`74s@y z8-sBcL1}Y5dXYIg(YD4@W4P95LBu|;vQ10zbXQu}qXNRo1q-^XAEkYxQV<|wDrVi= zq%-rHF_~4)>8$9}SiO`{ELN6UId_Cl!0rM=E2x-7cZRlp+&F84J>ennE3(GbzGnb{ z5JuYVzU*+PzJ;Wed};JFlP#}De61@^rq+mYO_^kFDYsfpHX;AsAEVIE@5o+yZtN1+ z<#4~pnk=C&<4L*AVnP?ub&EuvKuMv9zgN@ZN#2Tlt#YZdTF~g|08|H@Y{~!f1q_~+ zLo3ohC@J({rd4u>{<}0Z`P$|bZ#Gs^#yxo7UlwPKlKz?q-5V$#YCu#Wt>0opC1&D+ zlpVI|icT32Z0cdOZwe{`(f4N~?K2Iqx+b{Lsml|S+Ow1Ou%0^k%e1cLRnaT#fQ zLlc69NB2F7G>IC2cM_KHxC);cI8bekfQ2$fnyjQiM2Sd_`f6ifBQ5IsY7B;{YH})K zug%Y0r5&Z5;3&JY6-B|QmbW916lUU2bGNqIURj87FR%aZPt8b7(AsI&?!zC`|HwH z+N7(m-)jt@Vlj*KCG(_Rm7UUMSw9cS8vQ23;q86|7e@i25u_Qxwczf$hRy?OX>Z19 zGquV(577gdF`TGX#33%!bU8w@t1Vb9!SpRa5X(bKZbK*iri|nHS~^8x@5JNy!RQ?X z^=G+*VKta&_q^Hg01=2ogpp+CD^<7e`3%FTi9M-8%Od6yb2Dt6eKjLbqyx${exJm} zWR-3#x2*tE4QPk}OAgR>h5g!MrLunTLwra@5QZt)v5hDRxhC)Xm$fZu)5=c-FW=Av zYW-6E{0xARz5XA}A&u&Q8OS+^XaY-+zDAu0Pz0L3zF__k#VK&kUzTjimIu@V!K+g4 zcA>La4}+V;{oT0`^vMc}l_!hx%Iq2xvM6@TXqcih)$eo2S3lg0h`}8Ha`u@=#2LI_ zC%`v9#|k;oE^zJ$TexB-;8Mvh_xbnQ1q1{S2Q<7^pR&X818lu$!rIJRP>nIQL9(8h?4|nH6$j$3G}34MRLe)X1I)`tV%-OdM*%E|m*}L5 zkk^%;Yj<|Fpj$f?84_80wM5bj+W1-xD1yukL-x%k2hZeV@}?9%x`(n#3WD{4Ll6X^ z8co)i=`9A%1syfaM2@eR*$5)PdoII-(Kmq#=*x}i{XDAOAUht@2R48*(| ztu`5j4qB*-WH39hnY;qEOIe#8FiJI*Ac#1?Gp$xn^>At{qj%0v?f3#Py8j(V)a~Xf zG3x5F_OD(6yJF7#t;FaIlp;X)7{jQ1XKu4W`{F_EFQ@6eiMUZFIx(P4+kv&1TC@<| zAZj3-UfFJhx}aVfjBD9+Y~!@D&iRaI-KB9R_OXw;52B@toN-H(BG!Y9;MKU86}k$P z`tT|qHgfjF_ElJZPfj>+VesTDT%z7yO8+hJ^m|qZSXiH=e3P}k!?;}sBA-OXBozBe zit;}8wnIyTal#zYQP>yOvX@2H_AQzJ?r#dRF%3|(M8CJOUS=}dnjV|0Dz{=nO}x83 zAU!c9KJPGY2jo<~rPVtZTk2~Itci(DD1 zKlrbN#^nw}BA4fj#nEgrgH;kHiY0x+?~#%;>J$)F58DUdUHvF4JUzzp*gHi~g2T(q zsrsq`#og8e841(mjcDJ-5DvORMwPMq5d$Ja9N7_*IW`DmwGCrjSqDn8M=7XEGIt4! z(rc-M4X0B|Q}T?UMGC2Wqd3~&EBsl(#}`n?ro5{@tSt3loe=Fu`{32ty>>)BF|-ek zJ*rhuQlgu%_XL|nT(}i*S|DI2|4Rwt-=qlo7|U;?ERfaE*ipZjE!Na1#@jm`hOo0j zOKOMq=8J%#5Pz=6+`1L4{Y*(BdVXGNVM#!cR8MP(YDg;&s@vnW7DF9^7F*}}+Hu61 z{D-;{rxGDk;1Y^Q1=m;+Cq6PC+6BFN^2eltg8)4`~ z8AnpHKXTt!AxQo#AJn1z@spouAMwlwX+#kN^dYSy66BXBLB=ZOSnqfvL)EqsMr_h$ zW9%zKq!q%~i8N3=R>l8u{rhi4p3o7PeUA`y?3Bqqsl@8Ee6Q>B3aM-|Eq+mpFd z4^p+@Ncf<0dChLCCn`adsEll|**%S*Lma}Z@_Yp=ZCOxT_}Y%jF?CcY1S!NUDq1-g zze&&VVPqXZWkLs@R+K|i@6~rAmix0s1`y4xtAX;l-NRh03O^NM#z8zC_;=6~;dlTR zc+SimG^rko`-CIHORLFuWJ^VWMR}5*8JEUY*UhXfVD%1n;{Xn>ZzZCExy`e)J(udVg3=^oGa*-x2Rjij9_1Sr zNxhmk1F>hC99ThN)_@YXT_C%T^brn9UJKcF@6N6%k)SNras0I^-6n*?G-bUkEmo&6wydo8YN9`r4FjY z730{9GsCs6xS`B*J#D_@s-G#ST5A5**5~aS)<5ZUTf|1VJYe7dz5L zh+60l(0;Qmu&E@xT0($DY$=A+0%u@3u80v~s1%B@a*Y3UWy32#BT{UkHu_b1P^M^9 zE#Q)v?J&*=jU!ac^SH+5#eT9JGZ~3hJdi(YN}diUOXY)Bh^z3CozYRWd|`n}e^yCh z;k5*#($#jveeGw29WiWY77b^fVM}=?w!f?pceZI z1(h~0rmM=xOw=(JtI?kl$SQko>ZX~Bz((3C#Ir^lFEizMNYXc|hazULk5=_ihKer~ zm<5NLpag*=nfDlbMPr0r(QO~B1LbiOrkWI&(bXW}(a@&CgRoq11Joy+WCzkQXPQXg zqw=ETxp=9M?11W^t}$RYJ5YzUfV;s;jl9N1NOc+YA%j}x!e@-Y;8|y<9vMd3paJS%_)2jG?)B@~>Q3i6HX+-H z#1Nm=F@{-fq&#$-K$s9p9N45c5NRdxGh=+QjnnRT{s+WX* zy&6{Uc(!9^Wn%)|ZmUnY7nUXBU5T)#EN%P!c-b;zvR+xkiM-U@!n_}!ust7b7rO^$ zvFM)^2na^CGWti0l5I-{ki8;^R}bC^xU~gVSX?25yR1uEsRMkjyba^)kosA4KNvE(!<))awM zTl`VYQt3>40Xl_Qe)Od7mky}@MEPxIvm6AY`ci`}jW`Y~FnPc~_@A@O!yE?M)|<40 zA7a18Z$h#H5+!t^<`ECiXd2wUCj>a@b;-zrs)QsMwr(I)QSR%QP8Vh77Xg*;FoLNO`QdzjFgSPb?44iElFXu}0hwXj zzzGKCDY+OZi$$H{0$`<#yVF3J0JpH3E!%0~MaU4?qGB?lE|zAiaIF?;AjwtkC~|5K z#NXo16T7I6e*wWS-SJY~R4G_cF@r=Tcc5erQ0t@zi0bXuGmgJ7f#e8IDKGY^eyaA9 zApG|pWkuVt3u70w)l^*q>1Q(->UOKFqzXC(C*lVgXe;sz2OAxikvBYiLIj0bqs#ypaX({H z?u=h{uE?FEs#U7S5G-NgEr+%#VbPwT?lc-vh;O3>ZfPJ(b<>b#)r2;_vE^%YCThV) zZ^28#)d(pJRmABPXD01m-i?q0t|`bsLfP4+u)d_BUI%bFjSM(L8MgXNE~!H%|3(%1 zG`81~t|)7N89&eo70f>oOh#1!geLo zR8kfmLMd^#$;h6V`qa+^+N3K9QFj9(tuajG0urq=sXpT%$_5ts+oYKQNV}J38w5x< zUbK%>fgMEPD=&csew6)gm{rquGyYn>eJ5t=XzgTuHkJ{m=QolbCv6k_a=Zi_DCT$Nql_I*0rS&XRQcq60R@4P|l| z=XvVyhWMvxW{=7Q5u%7_A6!NsN(f!`nAhY(zL0%s$ag9x%W6)tn`{9BCKoQ9SxATP z41y7$nGlC5n%OI<19~IZD~S zq14w|!e3I*J9l+pY)%B&B2#&jhQ!$YX6d>k4+EbxgP**m+mWJ{QHbZMn zvep}JSBHXkar!P(#ksY3=`Vueqv7Q51gnp?Xo*I6AtiB-bN+P2*$%ExWM9E2ja4(M z7IW#l5a#OvLxq#iiB=h)qjOcsL}qt{*bw&L0YNiKj@bx*xSD zv~fipFgUYYn=4L|12V0KZjT7%j+v?#DwKPK-U=#w9(U@XPQk3xNAzq540s;; zRqocA>Zz?N@C00muly~rGAO`1OsSzkVOAE(2iDE@cv?jB!a6EgfLEEV8i!{ANo|c6 z>TZGYm=L3sZ;=RI$s%=Wct=^!MXyj&T1uu;I6~N5@-d28S*8cjR!bNGk5WV^`%?fb z;XRNj`J{L37gs2j7)9v!2xrJaDxn-ISp#kN7HS})XwJ@vU17ly7&|(P1>-tzalP8j zN8%AL7h`RCaLj=sSOTxfY$_|K_9ZXw{m9}P%{39FHZg2yF(hfykM&b8)R@$-D=wuq zfAORnfn7nsV`zt8FJ#1?e+M}1PxC-->h9jIAmgORxhBdBE6WyN>!s!Q^Ue zZcYy7uyCkAs%e6`GFhd4of%aDK{JZc;qb(lIN};-$!}d&zw9nT6jGV#Vh=_WTCcR0 zyz4j6rV5@p(Y}m=Mfwrh#c)NDgq*rSpqUXc?A}KXHPLQ1^DYdj=p?lrwp62IMZyL9 zy~-t2nog7(eH&?&_N5O`Vz*h?9A-N_QZuzAmX^UY?BXESpXIK!A;8XKy%B>NiAfWAcpU24FR%(L}AhXlDkfy@U z{t2l*!wemfnSib$)9willTYe3-*KcG00-6mq?4+z?G2UD2p~cS5lf~MXrhN#6xy#x zR9DrCt4W1>qmfGqd=%S=c*~_+E#?4FcPGobU@M#u?nXhAP$pQ73@mB zsz(}k>(<{)rBi@JedG9okpU~$%8PpjAo6YzNAtZVv|yLv5QPX_hZ0LlOf{R?@`Ww; z*YhaN(sYd_^2iJR2lywH+1gM+l4XKi;#IOp!x+=vqa^H@cC($j&<4U0wdaTktXa5M zK7tdI>;1&xcGH=uP6TiVqTnQIF}ZDv}M=-FrlnuRlP%AC4$-9?$0YiRDY%N z70PWMYrz0AVcH-l743dQgqUb<;97PPnEpZj8zyKj_NjHI>s0d~>`6pp*$Tl2A>-G6|E#!gejvwz~?8?fvPTxp#`z_PTWH++fF*j z=*yNRsb$y>8K#3G3V~|9RjBtUpLb^6q0w$57>F^kjCHYfrda0T8^6{;2=*+>rJN5$ zr)N4ROmA8qmyHe4gpET{nv<9N6BzYO>Qz{KnK#a=pWBHcE5&pKpJPf8i$kebuT+K0 zhdAnL?@AT%8Z{;le*APxZCZw9iMJ_d0js3Y6C$aCYMYDuP$+-3sfZIR2pa~dK}4r^ zn|LP@jchTUrkfainEzA>`_+cRtEP9o#9N(oQwe1e3rrMa*Hl5t%3-5dc2k4Q3rh)% zqgW)AgX2I2^4m7*HDnzMGX9w&22G!0t% zy0BXd~^gil1$N@ofRWJgpsp?OcNov>55v*yH^bOOFRtW|hu3ePg z%j(Kq|6XTNI@sZuS-D`3M7WV)2mBI|T_ce+l3LJS*P=7}AyEA-uj3(B~esim#NNmu(-Vw z_VXrkz0-ku3kNQcY-O=Te_rF?ZU-hDwV2?|0&WJN7co;z`*UDRh=con~Fhi1-LOm7K zov}_;NI_g~TuZm$M0QI1)MKPpUkJ&Av6qyI%m8TepKR5x?5I7jzT+?f*Oe?miTz%K zKTH``K2K=*NY!Nd(-xdRFQZ+pVd}T0MIA>&i-H=r+}GJy&grm^T2|p$Q|oyhR=?t< z;Vzc0eWhyCaspqgHEaQRK1bTpNRo6-pUx3Uo(x2uVBLJx;Rmz(AN{;*@T(1#cx9=S z>(*SeF%PRNjNW?U_?0My%PbZb)lrY-&D_3tSeyts+fcDd(K1$gr zzXTkA)f?KevWhsMkfi)xcdwtyNexkXD;pccLQN#R(6-nuP%(U(QuDy1EvN9nIeesD zvzN#F^ zT3gI-f?XkKI+d}pI?I~8>QPNxR8>VG=yzEjUDfsITMx*hFNa$k1hk?bRkbLwM94@n z(RY8WKq=p8QjrfB4Nblx^2CC0L`>8JrPH}%iG2};t)+9?j-4p@5Q1(jxEvmT3?Zfz zlU=C9`Li2ogC+D2agLFE)=`|CkYeWZMY#a1sDgnerD|06A?fEqk&v7?$kzLVq5SfjhWL z58Fq{2FVD7m_Tcq9I!<1@Ls8iSW;BxvYHtrP9w#C*}17f9)4q1)R zg()P-`l?pZu<-1{f%KgE@o<5EL)P-I=A8#Iea!|~B|8L=YMwKh+8Y_U(gSpHl5X&f zL*STc_f$G?v?r;)Yh^8ZH4(^EL}>kijIpT> z)a=wq3jqKqY8N_puvQZ)J*YfJS-rGaFPc2!)p|Hfv(;lNyY*Bx=i02a%aXV14hy@Y zREAV$wI=GI{dS>FHo5phx=f3u{l-#~-IE8>A~Jgk2#uEx0c!bbW)kdd(djZ`nQ`%W zHN0fk&$?%Vh_WJwBfV@Z5|l9H_oURWW64O>w)O~z^_e@C5xY+1>0kn(GH_SeLitQ30jDTP;LWojd@A4&`Ap5=iH$sl77c z)A1kFBR=IF2gIkLUQ9?^fUgCxR3dK(VxGV+Ezs<`43uo#4WXS-D}Y&Ey%L>Napn(h zCTy6ZvxI%;H@n|ZX2pQ*wLNhWe#5!w3G{?_uqmwYT&AYLog-gNUXqXHx1@W2q${e~I-Qd3qS zdc;v2QwOLck;bX%h{JqQ3v+BzG287WOE!ad$Rhk}%@hh9=LzCx!*%Yw(%o46ShfZX zDkfEKMFyyUiVkYw+v!n|Vv#zV1vx=SHoY;AYe@AKzwMSizFn3 zC@D8ir%kE1vaN1H1ND9>%`5fuJ+UeAq+8;D?`Th1>XlCJ3~(m}T2m|q;>%D$p{swD zA_Q68=O|9PVj^M4MypxSK^n=I0d#Pw0MMJJPaUYP4UbpdxFe+{-=O+_84E zfeJdoK@e>xUg9fKklew4BZl(1eREc)PaPVj6^x5K*4gAR6#{hu_;FT=zgDGgN%*Nf zKa5xVq_aqaiTfejKss0oh!BL9MK>bs{N-k6-SRbV*FgwCakfF2T57ot1cU(;L<{k& zRTFBgNFea^@=>%XhYDBe=-ST~5(TplSHDuCA{z%Vymrb!C0TX8fn&IOiJ^oBXbeXk z9ld73o{ ztNrOkIL8dOI)e2IHe`2M%Vbx9Xs6WB=-7barbMU}Tw7mR*e`sQ>-B|hfU+Z76`U2CU9o!SB*J0^rG zd@$5o*96DJbTkPKEKI5(3eXCT(TZKCo}xI;%&0KHh#f1* z`b#Y3)BX^9S4pJ1K*i|LA<#tH)Lc@uR-sh}*M1H{L0P}es&Mpm$Lr^573<>3HMi=> zRp~-+@ahQwr}wDDl2MxIFjO$amejj{+aKqE?%=t;z5so}u*Qj^Bn4gk)(R5^)dWCP zm=Qj*1a-$#Wc92j&C^sYoo32KqC*l-pwWH~Ld-8ZA(x+R?e&DK&;=t=<@fG98zXnI zr_#I9$#-$S%Ej!+0n4mLE*lZ13ckJ5WR8JlU*giCRl5xi75gmX9m%x=eJQUSSqFf~ zAEA+h^257b+Id-NIRn@`)(?5GZ(*g}`7%jT4+8{AP52XIRhXL9pA6i2wr{$nBbc^- zgrQtFFw$Ou2a)nbH6bN@1$YBh1~CZTVjsSNqPQAm+}S4~tLNjBYUFCm<|bn6<1HA7 z8SwR#3gdc7%0zTvLjt8yp-zoqZaZNCPpC<}pwgveqQNX!B(fMkE_(e>RUS13(@%O3 zo}n0n=r^`Yj8&7&^f=kiZj05MU1nEOb`Q{zA4xI{`J!|is|wwpq>j=HIQiN2 zjH&Eip^8gYcz(&1UVubhUA|t{PF~6XQnw7d4l`pwSe30>er$opkxR#S9pT%m5=&Un zVnDx|jaAj57(jvr>R7Ri2Ho~n_S{y9IdLh{0QLgWCt8hYY2F_v3mUCjp^AL&fU`0S zrF05{e^xEnO|=0O6fUoaQ3E__U9x9cL}6>r&V{w^OnxQtc%J2zNtYCOnBFD{Kz1m% zaQGE1T{_2FIbW=IeniIuQIp|tm>KE7wSJCvhE@Z$dfYCcIU1CsdkU>w3estNb;YbUT4pwJkBcPq?5DkS2w|8J7N{|-o¬pH$IZcU^_V7#%t@4?-Iy;@#*G?2Obd zL=n<5Qlt{LB}mB9zvf|S?&yIHlqu!ox>FWPfT5MT8Bhv9eOKGs zRTqXq(pQR9LDUISFjmuSe>9~1PZg&g;zubu)mmkRZTDWOAE&{_n!Cj|{2`*E5Cvy- z1w!RLnb^q%nF8pD5u(Z~sd0^L?yZ6pipF&vM!R3}(Qz#OvRA+%`Q=9C^*6;vb((ml zfFKtxq!=JovqOi@MuJGlSQ~1?B-=eXplij5@^us;kJXu~2h72HM`galSO(~LuOO(L z@U)ZhWE2bSI+Qe7{C7d2N5Q(Ee!w}_H9LxH0TFNem*6bp*9#-qyFkziFb#!oG6{(j z`i!N?ek~F~z&Kvw4(8-d1(-b3cBKo&Qe}h+_T(Nelx9kdR5?tL9i>;aMdJfH1{C1@ zP9;zD*@|KalBEg*ZEs3-J0OGTNbS?@Rx>jVSC{^slOjH%32uyvxksDRN?}yyX^nQG zDuYoA#M*02aBP9PEQ?bH5E)Iv(oYiiExOJauw&c`?`|a9sejk_Ozs;Ps)z*Lz&g55 zb})U^+96O?NuZHbNG$&kC-q8Wu@PrJ2v%?!R&$}vv|t==3W(|=$0;ydWV7f@j^|ec zTbrH5o9N4fI&N~KC{>!z7W7v|Myq4$sLh`0;{==%LX%-84mBg{z4}BhclJaoVs&dX zG)PoA20e)Iz@X(}p@-FrOH6Aq6wA7G^Rax3FT2Ztad*^Ofl;?T6jiOzTzV2P2xk~! z>q|panZA|YpF~12M=!Fu zaVe5SQL__Iqzjo@kyK1{k3i>v7P#CA{5Y!~LitTE#5WMxzIfd#Obz_?jO$r;qUebw zILGK%N?Cd#P&EU(No*tM9n^ zCOE;RXeAxx9{t~rn;Hmmq<(;xetIYNuvb;29qrbSi9xbeUj^nJAY>C31pt#7CN~#7 z&{$Lmcq-i79Kt4dmC`O5BUUoU$~I2bfj?#;SxhKE8~64d&PgWnblz?ON_AznfF>*ClUc|n zF-2!a_1*F+{_* zM5-O}30rh=LPdtq^sEO7M@P6A5AqY9Ah{cE5}TyY&r;Ifk*^jB1f-Z;wYv)x071H6 z3pn(y{eWg5a~9GK77Mut19V?u+9kmv)H(zd)dZHZ5q#=YhX#b4-t9rRq8bQ1Xi&da zk1>&PN@H%|t48g&R{~f%9m8TmuUI|0N*thvxwRYnSd+;DzoNkOdhLS23x1EvOii!5 zjbrNqI8mtk6NspvO5z%##$f>#k3>>O;vT~s)nc6wXbm|2m zkS2_}{^M1V)BJ^xTDie@pyv@TDdVQBs@oFj3AxC4n@PcALDfG3 zp`r<2<%vWGwtn zlDQltJEfr)8dx;g3;*D_^9Jz&VlZ+?gkwzP319sp>Xk*RY=_``)XL)C|$V&NwOcE2X`bw0C`^q2PjfPS#&<7Z)M9!;US7yR$@$C4EW`uB9*NmS;Au_MT6Lb-uZxi^ zHl9`$FCA-Xvx?8GLIRGH7_FaxG?HEN7%q{|l%yF1ENwR9&ds5GHwG%mc%&>jP6qz^ zI(IvQT@yC7%7wAX5M_6WsP62)MGGfFlxgdxZHe9IsM53dWjC4}{|Y*&72>TBi;=Qw zS2{rSw?M|Pl#*Fcp^?+BGMj(_fh*rF5fEb_l>|7iSC}^y zc1mCoBnAjk?BuJe<&xkrGVA24%9xL+L~Qg2Wx2F5;c54#s{wTCpelx~RTqlV5xGfR zIfum>Oczi@W*vsEU}~&yx~PVJimbi;<7;Uvu}ZjLxEUWbjE)G>&9@W&RT$t3tRv>M z%R)?l-@5Wjpw@;Rl~;m@?9OFNlRiVX6eEdMyHi&`SC^}$8v`=Xss-l`WQAUc$U44F zKZs3;718~x-#&W)C%2(xqw1a7~3}v3kd<`=ipNGP`jQ zQp>Sy1Zm<5sS3$igt=--3dhgs9Z-R_gxF#79r4MqN^)Q@;t6=NF12iYUcIB1zzOHF zOmx|z*i^jLcTN_fh*Ui+S-$X|CjmuDNDWmifl73c7ON75Yo8@GYi&zIYCo32B9Pq= zu-F=nRH@8tyjCVi?Kp>Nb6u~9L8YQvtouxODA}?|cP1JK9y(1i!*a5NS5%tV?M8Ut z*lUXcF3Kto@vA9}3n8MUCy2{7_)r4JMtvo>2{ldty3q<{!fBNYiHqz5LhhXzmM*E$ z-+J_fftnoH&hY;3cz>^|L8ST#nX9kkV;TUl&!+K3_ZMUZ`<%(LP*Q}1 ztiR3js!Lgd=t)`94H<|;=PK+Gjb;v_4_ErkakxnB9mTfTrBe7z|HHt7Op%b-VX+X^ z5mQ-U#a!WH!yRtZ0vtCSD1J)6kmGpl=vy`^PF2@+c9}JGn0!=b#JMwc;mi}{Y;;rv zb(W?`Q>Qo>xH^$APhE%wjh?HX>W!BE1qMSzpyJ&qKrWInh|PCuO{T&aVCM_I=~4vY z88^wef9P<~$^C3}2@TnMEy6+(Tr>(1cyxK{rxwUs7hIfvPTK%(!^0k70QKDoJc-CC zz}IM!!CWFX>t2e!Vj`o2LxQJ};H9~QaWIlJ=i9K4%|vS*%m5fYvS^(OON=$v0$3$s zFs9wO)189DlcHk_#7WdUqXdXe&K2T|0Kr*PcD2JO1fhmNb`#WQAOKk<(mqFY5x&#_ zPl`$l0)~zX_8GnJ39~|93)e6-Lb##bp;rA`MwfJx;UI2s^ceUmNOdF@=QRMza%n+) zz_5oI@vlC{W)dBvwT+k~v>E0akqZjq57uh;+I-;_yWt^npt*QY8X(73UWYwJT*DaE zI_^XVF9?j9U3t5mS|8PoDQnXn`W1lHe-O<5YkPJJqUfZURy@=-mdVVN(ebwYKz;TEMd_4xoX~mkT?sb3 zS_LCQ$KX>QEYTRZW#`i5q0Bw ziIBoS3Q5{6M1^K-Uu!_@T&duf+|Cu=vayV4To$eJ?a$8q0y=h2)B?u5&efQbZG8sV z%?@h};mt_mO871eaA?=DGD6b}8}S$km+ZG7IoKy@CLrobNjZMG<2Jij*3{J|Nn|5L zI5ICx*Z#p@n_o`R=yL>Qr%gzmSb6-U|$g*$L@!1 z1uI>l&hn{>Dqd8rh{r-^E}d4BEU^_-UcJy2);?)#eI)4ufbKxesM8-@L#=c%M^k%W zEqfA!$f5D`D%(wEiV982o^ZNgs7)K$406~Tn%^ei9D_=PtZ`J@F8?M_Ob>?5hu)j5T02MJhtf0|KtBry082j z*4777kHBN^)a@?Wd53G~jQVaJ1yxVGt`J`!G)!2JH7Cc5tbogDgutO(=rjp5(=2nT zg|`x7EP_0398_v>!dRV%_?*Qs70rv0YOKT;c)X?@eV%5pS2>hW3jgVYq5~Goc&rGX z*3@U(4RskgWVsBR$p-?4WeGy#NaK(~MTt!=Z+5Xt5L4vML+)-7+vGp7VJvkiII@!Zc^ADrb)IvU?ve`Qr ze1M4cvqCd4ccEQB*=2IYMP2e9j*>Q*G!sD#W@^m$cW!R(hwRcO|b z>5)ZsOj-|KAF^EP1GC~G#l3+-l_I26AGcQrc!$GzQIIq4o4o1)a|UGkcJKwN`c=x= ztej4wc8l?s6J>lkiGsk2lhV!3aSUAJ(z{zV7eIJ&HVv>J`HYnaS`2o)AXbDZHDvE> z*Jn~{M@4q#!JX%s3Mp1U=#|c6brw|(uxE-j38s4biD3@Zq-!J;9p_;pF?&%}e?%jy zr2Fz1j|(SMfoQ5~SV>6OjZK!R*J7=A+7%_7SNM6S8iGglbHko$}Y7UVz9A=1!!E8Zfcnww|m#%zJ9SK$_y9w;RTLpWiffkilZf4x*+vE)F88JS!q$; zvDZk4{wjTTb}Cw#L9rvbfW-Lt{dQj&x*WLbW2|?QjbkFS6_Oq23ZPuQSEkf<&_| z^g7mHFBV5KSlxMjh7}9~Sb)gSqOj>wR2{7lbM=>cBsAz+c1&ZR0E4}%R8#Df8AnKU zRzQ#wSu1m@ExD{_MXbS)S`wuWfFNo1PSsm#!vsQZ?{vYSqsP^z))9g z=DGPgam*s7koyon7vTW0APIH*@+uo36)PQ{%THNE8sIOJhotvI$OwZL+?~n(OdoII z>bftLK0&9=5g=0N4lQ?+mmk()uT3E;eZ;beR*x0gpqJplIux5V(yHB(3)yKw0Ij10 z^*ype8aWXpl-l0XexcS47K?*_J_#SSgqeN4lup)Aj{^ZIT7AIYBC_zK9lTqgB6FpZ zIpjnsV_@<2X5cd}g$nv~h&FPG*BT{7m5^7Q(w&~EjYx7#mC9b*NeqK;RioBfAt9Va z3G7v2O zh}+F>hHTMic{-(zbA-fHT$)K1>p12GMxksB`94B7w7!^l@Q4)B_1HlAH5Sw9TovS& zq@jiGs08-hk$Buf&V%!lQg#Td;1cqjgBaWIC>}v9HrpD7BSB=9)j0_jjX_Wgcet!} zOOWTGO76BO8qOxk5iFoTfc`fYg_x|xGF7_kb0SkDsDk9fJC>MmBLQ&u=PZ^wO@9i} zj{KIH%_5`5763E&uoG{HX#|#GTWQUln&%1b<;u<;6N<8cqma@L55QZU>3U={F9cSP z;6LE^N~J>T!vDX0#CqZY6|4!v01;(G)L;tRjH0-RYreyt}FcD+N4 zP0G*`h2jfU#@r@D^JOvV1}Af~5JT3=bejO`kqj@ZtT0D8siG5mb?~(sf*kim`f^mrOjy@~ z8aQ(b!m0)==Lu4(1mucr-4DfSCNz0Hy~$jEjtT~pu2a6smNr!o2_8uR_bW1O%9hCv zq|s@vnX(LFCK0kzGnt6d^AIjkw{?F5=p#`Q5O`5+8nUVAk@|`ihJfCR9UyfRq~joVA1R{-H}vRUoiTI|=AkVGXkF3=EKtwv-r33*0DE<>|JUUf;J;M!o+ z6AfwYC}IrLoCwmMQ+u+7CK=%qDs4OiQ#7yUH9?;I9BhZyA*etp{~KD#pRm zMt!cT!zQc$lGv0NM7bpjeNJF5KA{5kPI60myCdy_K{o8{D~%`F%pjt!U@B?e0+Azp zAo7w_s)e7svBB6@*C~n6LiTX>;jU(JgC&I1q6y|mfuwzv7y*4?^o5e+Vp5S#PUquOG+aB4bL{&Oh$(P83K+k-c28Jcohm*;{vg`Qe34{F`VD z&)bGVtIkl=CCYb(P?ei-Fx;>y!x+#Rv29`myGX530;xt_*=3Sk118nK2Fs{sz!8ZB z5%nC#LJ?Pqzgia#0oVon62BULzxdai=i5z)OO0!90 z#A4!Him8sr_=YBaF`w!AuU?5&)`eQ;f@TL{I(kiLc4Q{rIth`fV?|chaT2kHonUcl zi*E6MJuJx=@U0e_X+#-$rC|H1tw6&_MR`Y>C&qE-_-c*)dOlI5ZJccNGGJ(41;E<7 z#AkgJ{3?HxG|>-~_!XYMQz!#keq9E9u}!K01wz3h4z7Cb3U%@BRm6E(2p}QXFH20r zCMhd+x_nakFaRa{*(+7^S{Twyr}Pmsc7g@KD~7sT9Cx#_&`{EJZ6g_Q0-?Hs3mME7 z@d3v2CH#qc#@&bCsS z@U_G42*@=&)ASq;9tf53h7P%pgsCKepna1GTaW{YenwX8bYBT^m&??}Ca!Ga!*-bJ0-UA5pqM1;?(z@`0wJp5jz-wG7g;QBrqHjK~6HWf|puXzrF)RU3g zfuNA6WLWN~Udf=)Tx&y8Sq&k}RED5mfjFDjmMm>|Lq=*`nIXW%b!u?bTi#5Ws4)_B ztyiukSOrNpa5@~JcHx*QZAOi`OszZMqeUjqa-x$w8EBZxAtt?XiMA5}-z=SvzaZWx&1*^S;@ z`~?%s5!KpmgK|fQ22dE`q=A5F%N-d~^}3CFH<>5~v{-t{=gi4fem&X}CBBibg^YX_ z)yW8LONdHF{AE)>(dNyku$%{J%=l7R%L6Cc`IC04F{8yae%6nvM`Zrq$zXJjU$57o zf-aDAPIdwOoYCMdx|GaDSuv}c%u`g`m8srA{AEBpC3!Bo(6cD8ksVPQIu@#dVid&X z?t(w$#Sk8glajr6Gy@Sy2LnasFfC zU4k0Z+)a4SCH=HX5EHQSNwC>@pI>7*J3Lo1Vh8jos5|oWTYRmyK&G7niYg(CB>Tw- z(LR?bAEQN?#8*KSToSkBqeH0i3lM_`wIUZ^ZPCV5b=}-%rG6mD7+9M1`CyASqrmi* z*{-cd71?@NBIjR&pGoU#V!=u%ktyYn1S)rXFQ83b$iW7iUaPTcjW;MT^~ZvU_?5HQ z`$_o)Y$z{3Nzo~>p45JE{wvj>nhj-n#u)T$MaY@^Fq^H^W2F^}P%(k$BQcFkxwm&ukoq&zDntF3VOiJ){)5l|(*1i$3 z?a>z5kwfZ&2qKHOfz~L*i|VRsU+*P>6Ivvt+|WxDpQJ-=7ucU>fOU9A=5#Zsx9kbl zlo%olE6@D#EPX2_7uR-MPXXvj;`%^CK$KpgueL8ITjppt)qtVz1eosRKR)*uwIa_7N0eCPtXk1ouXyFJgm68w7{WOiO3rJg@ zkU+$;jO0V3UX3b?H9!}RTA8g$t)QjV9X+H!r{ z@Vgi7f4B|&@yhuP2|Ge4!^uiL*C5Jc*&`Oy<#7|{Hicz-q6)$&o zB)-!IEl2rtS2()zHqiPA2i1uJFh^&NB!x+)k#S`f{Qsd(1zoA27q@~=S*Zl^PVMfz z(;M8aq~Zg?60+-y02R|()N+{2U3hfY25mK4EfD)vdFa9oSzSy5p(0Gq*)n&RM{Ju(dGdX4XuQMhX`=bw=xv=caX> z4FKi9)pu7AU2Ruq#5Df;ZKZOgVJ|h3?x@mwVv#C3U$v;t2tgZzr4$T_z6)Ja!hOtuSQm)YgQ`M_j`;cvAS zquGW8z@=VF<+4Lo6O34$CYe;M(`&RETQ$Jn^!U! zkZNqQFt$4ZcM7|siz+S4zWVa!f=&Y(nO0ri720*Tw-k15pL~MulY|4~os%M*bWXG;&h%iB()}$t6?TodP|K@S_e+o1i z*GXZwE64CgB}%Q%y6;DqF#?V>p9NiB(u-j*#O-qiw z*aTgj;Eats$M(q>M-wrLD-l=kXZ^aXSO_Crv1g`w6m^EzBlvcTBIJ|Fpo(YYlS&el zZUliVWRg*4rYeX+*)FP}Xwg;jR}*rHMt6g@Tqm?_-w@+o&H?QPCl;%5=YlfJLmgV=X}-| zK9DJ*O32sP5@6ZB&O<+yQh|tBdIZ<89^q7-Q7Z%w8Kcqc>~>!Vfz*-!E!NOHk|OBr zq$;^_GBX9%Atys-*dn!}9+?8gBv?lT8o|9KnOPDh#53H34ND6fi4-Bmv$!Z0X(@?4 z5ZcwP`>Z}bB~{Pj+8EYB52T$t61tK@EHE~rQ9dTK$4I=k6BqBtEhQBD5`QlI)E-1X z-p0f#Q#_s9IxJuxk^?lv0Yc&$BANhb@e5)-LdionPj^q9kO!)*uLs$MVNXP!oDgp4 z*&QHbuH+tnmgR<7&RAN^FVNL?$x@2C>H!LOoaY-PY+ z4F(n`(@`j;jxMSMF9(wYrq=?gP@0x!40BdTv93Sf5j}Q+A07aJG_mW2H`pxC;Hm;qagY&_Y#5 zi_?|zhz+HHWM=?(|6C+QD>ZsV_pHL9mY(2{sp@SRs`iV##u1%W!jpqLLcx~+E%CV zBH7*%S3IhdMP9=jN5{3276#fPxe05PZFC~qzF(`e07PoRPQGFp=&E}RPU9bnT3#a~ zt6U1T`B=K}4ahGZVW#U7+Sd{_g>ndh_l}-)&Zx}2muU$pek`MmCsW6u){m~&Dcw4y zY%PUyeHR{j6unC2(G6?vQ7VOcP-IC5JAyGtb%ff9O~=dD;$QG^_&lh>i=zk%_NsjIt(GO_J?WOPv!srCZKn%kLm)2|#XGOPE3tDqWIbn%2zsRT`jW z(|)68D5x`{6fL`sgM~1knct#h*^SL5X-|&n9h0#wj3Q-OI8ZVLV{tz3MUn&=@`XzD z+KE~`>NFKWqUe%qjT<~5?lP&p-LVK3srQzDb}|}mD&vp<0o1h{lXDk(DI;3x+!)r> zNM&f^b_@WH0U49kfVS5NkJJ+%)wA;}W)ifCai1%83xE|ibujdx*4)EUwcEi2BrX7u zC~@BQkk!H;(bulkt-|83 zo}`wFTg8*UPSO~1>vzIc4d03^!F-+eiV#CM1B0CvyuwbzrE+a%)h);aqr{4VsG_Y& zinZQdkwF|ivM*V()T_%|o!%ji!X3j%$T}LmB%ozh$WOS?yq0OdL?c9^aYX5f73fF6 zB%?B>C+hf$2;Q!?8ny+Rtj?Q^v%0U_6Z)a)lIvRwgjl~$bv$nN4z7bW`e4to3W&zr zn7%T3ktd~=#@|7QJrGe~11coC#ZW4B9cnfT*Wr`>YJ6EED9`rQvcB>dx9<<)NiH!V z9|?~;!Kuuud|>$Hf@He}686PZ!J{q{iX|Kpnp1wFtNt7rZN^o75lLmTl@fEK9aF&+ zb;xbh_<78OYWZGgpgR42J3%r@YBsvK&-91TuZLq5)wP6s$8!DBQ+4_avvFr_UNDipOu9NR^nwHsh zUOVEdm}bT@KDN#B#DIK)GBfx(PgIzl$`tZ-3C>IO7a~q9(=^xUt~-@7?m*$n`wFUH zP+#FHstzX*kbWqfl_^OZRYA%m6gP6|M(#-F+KTf7-XISg6MzP#Q^X{VWRhl1Z2 zp~41f56Ig)6i=~gZxxiSZgpD|b#^xP06wcLDSg*iu4zd6iXQ^4FLIlx0zm)@?$kN* zDgN0{0iVfhoN5k2~z2}-b7V1gf9lF1{p^fO7@wDR<|UZ5QiY? zN#(r%q*x^6?H1l^_wZ@##5a9jyIHQKIC>yn#8#4C^I<@ZThlbkYM?W4S&)KdQyhRw zJR&=AYlpvenED%Q^gcUOk$N$Fhd&;5SnLcB|AC`zjDWpCz0}HB9|l3OWc3<{8@a3~ z&+b57ifo*kz_yS^iq3+VIt@o?7u5}KJvB@V5SfOoZP8)5+K@5SO`E-Q0;7mp)x{`* zo>%(#XL|XrrJxyuz@gT!0Z}jgeWc?sTEIbdx=*ACL!AuF%#@toPys zlAqe01?y;Z3~$Ig>XF#0yDE^d(P%&j)+no)kK2 zl%}a7ZC`X(+5nH(t_N*~$e4-~O^#H8ZyN{)`jjJ_r_A{?+$FD2dSZ-DBN>`^)0Y;s*; zCBzvR<#d(tDn9{R-mN_&t33TYvIb)jy7srL%psZ&P($Xr(T^Fd9-}E=7>77)1esQpgj?VsKAt+UE5XOJ^n$ z5X01wv93~edxyaKSzblajax^eqy4%v#A%PZC=zie(<4id5<>FL=&7JbyF40|U?;Y_ zk-(74)d1#WqJ%l@q@A$rSXZLTNQO1yQJOHpH;k4VA6`UwO|f#nnr_5q7^d5o?MbS@}d0-Aqp$YjoNs1Kr9pXr)+L}|zm{ThqU$+OJ$Ohzm3a7Sy zhBpd(@_cdEwpbPUbfvD7W9vZ_7*j|~!_=|$0BKH8%9mc|QG|=xO4e6<#rO4wd{jso zMw@(zR~{lo0=R--6bV9JR`Tsh15#7cuhQ6)T8^2JxDOilVfxa7hYjIC8WM0qZ+RCv!Z9kb}HDU+AcOur#>WdLZg1kvRAslxWBb>T=>51`z$=XvQt=V|K zQ%ReFyF0DJ%w1$EXJ9L|c)?%kj4?f6V@XCOp1)9)AN^5DI^rw5| zOITvJyv3e1k;wl1brD#*mGR9M`4tr=b1mg$E7o^B z!hL0{&gn}@`JqA}LJ}6CXfCA;seQh%$br@3gp$v^xBezefey!oqV2wd3+6!Bx(^yS zoyAg%mVQDgdT#ELd>pD zZ#LC7h#-?{eJ0@K2}?Fl2T;!ywn+9u$U=cF4B^ufHtWt|w2u$1*()NmKBi5kV`~me zlsII2!yPnCH~3!pK7HFl@S^?a`|xM&mvp;Kh9WAg#p= z-2sstW&scs6BLaCPsGg!I+)5-5VVt(&|UbzPAt@?i@t&kA=X&0A7St=VkEAagGEpL z$eDuDN?E=`0>0x*FzIB+BtC;_6>?6dWRU(J#TyVLAKen&ANo*Mm$8_!CexYJ zl0(NGz&-T^7a4qFE0Cv6t;d!swKH!Ko$(H+6Vh6)sKEHD$d_ zO%s`I%?~SY8~|k>`H-|P2%w=Ok0`iEIp4Qh@TsvfJ(q|rYLH1yUsV=q5_3XxXG>-( zEeUn1L9~sxV^<0^524lGNsjqKh<3U$uIcwcmw}X<-T`!}4n0Vb^;hYcSWLPMTGhCa z07)H~2(Io?B#ZDpIlzr|n*>rxn6&JWN#nDyDrn7;Hx&Ew||5QR)rJ5X=-!UJ0t^bXqB&1V`X?^Zi?n?ZpzY&Tc1JkPD zTvH-0A?p6v{mg?Fqe39mc9{Eupg{I9rg+rLIoQ)Td2D1DhZ;*To|F|ldNGa&aES=c z%N>jnZgFp|&j#-hQg?%>==kx79Wp8-lC(+o+}OnnKrCGS+g8N=cV>)BGjo{?sGj zBR;Hw5Pw&2$xf7uHFWT=+EYX(zl=@97a@#YuN9tju-7Oo4Ut+hEnXg7T4evadO<=o zy-_<4#LTryxe5juoOw}`bUO<~3(bj-RX;7SE2wiffOu%$yUIYut1$)-41dX2&Q zS1T|DF$D>$^*V2rn9k@zg{J8=k>T)ixydJWm?HmvVk+H6e)I9H%hueBkC1OI3i{JG zP-)L{{wz>(5~*{C zn3@J8E<3;;k;-%F5Up+Utl1_oj=dO)-cIly16{69~3mLBn3)+#InJHuJAe`{S~2oxt8+6|n8((@v&E!u z8G#rP)jJ*GT_|AgX@x90X-Y@KFx|^yx3N~vPR|;-+jN3^~M^31B*i;f=&<-~wjM*{@EKKU}N*A?9 zXYviOK-R?$ZB`c%KTW!M0_i#kq{EDM#Vf1Yv}^}sLS)VXLP#!ECZl8*Sm_E3!K&`w z3W)=iblMZQ0(5q+mqdYFM71&8UNMo2X@n?VD5gph#zJ9;1Fq835I_a~byYMHG zt_)&np=(p3uKogBvkz*B)5Kx3fjZ&ig`sTm%}^R=sn7_xGs?O!hyR>6N2{ z!t%&o3o*_Wr?E&vQRO2NJAQHG^gs?>|GL_Zmy1OTv`Yx%O6WveIfyJ#-@S* zt=UH^HZRJu<6~09+Q#n*fM)N61%e8Dv0tX8$y6TDtKXSN)D%d);!ajBWDTRL7wi21 z0*taoAuOLL`YOGKsZJ|G{jY_z=JW{DhO827ZsRo7Km=(@{AstxbJx^DZ( zMJ>q5s4fYQjbU+Y-Zr|{4MB7jx|XKa39w8A;2+dEi z8ozNWg}B111W9LbfdfdPz`7|0w)a-N+hF2FJJm>eQvs${{;yY1(UcI?5EO(9G`y~) z=&CEHwKX8_{Rv1e=?S$Cg`Bj4b6T(2s5W(^z1pCp*%qpis1BJy0L33@TfI{ z#(KqoS^}^B@?=*TLe!uH3lPfirMnmqrSySo$@vUk*;F$)y(S}_sxeh8^^6$)1Q92Yze|KL%(hDC$Q&VV6v{oRk z$yMdqovszp!qrw0MoJCFsB4G1!dcFD>L+LK_zr4X@)YIHv6-wN;=)?2Sc_w(uBujD z&~S2X@=?+{{-j^@Lw|laH5Wlv1yH!|-BF<5ghCA_h47JuevAJw5MSTf26;qg8Mu>& zyTnL@$X8=|tLd2^0SN#wiwARSRld3xyX(#^V@wPZ#WaMsXfRZWvm7;t9D72YP(zTv zT-eC4Lt0hBmeb>kS{_2&SZgX5=~dyt&s8tf8mvc zGuf0eog!&~->#5=Ht#@AQc7%gJ_8jeot1sommsNESZNL$YA_OxtmRyYU%M9WmHwQE z%8j&epeVKIft*o<&g_wjb_!rZji**?KU6!z?6I%3l(gE>1^a4Sb2l%@gQMFRZmP1Qb_Rfv}EZ8XZO|He#-;O8+RcHUS4u{ZK7s1X(Gt3brE$S z_3Bc|0jvMz>t-2J+SLcpoHgJ zJL}5WfJ_Cz(?UR*!wkl$q(*++qjTWTQvMBo>i%@v2^)$)=0xTRxg75sG?KCoYLbJ! zq7%)+z>%vLCDb_D?CkqXm{>whEWCq{26WWLv`h+?%hIWuY=nK8HVC!P5Ur*uwdwHd zIE~8_sZ4D{6M0@!VeNVc>{ud0;Y2&JF2qB-rlakGKs zwXDu>odaI1Gm?`fP-p}=lP6i)hK(WLDp9;r!J0m-4F2DM;HOiSvVvQ7p&boWEq^v?T$K9v{Fi2H%Ma&8A; zA~gjpz{BBw5Rh+mMm>Rh`y;!=nnjiWsU0bhR^ocE)NNe+k`>pY5ppuiKgs!_zI4mp zLWkAv=azUbkZor1nZ49KypTc@Tbai?WC+;-y_E|66-`33CLN{*=zE8*Poh~tNYgL~ zYWgpe^-4uY9V*ov2FW-j5}JnvKs`kS;h>wIQK%4t0c|yDeS^Bz!?Ykna3c*4&JC(= zA;P}2Q!^P?@?#}wAWOG#5yQbLT>Nr=sF<{KJxnTlZ9Zn<>QZ7+*qZImk|~eXxnU1( z6JjJibBKqgLrjII;~XjrlFwrq3TC*;40SoYxQe&m0oHk`R57D47{Zc4#Yj zb_^~ZDKjyNO*J3AqH0{^C~-KuClo-OWC&Ss*K!b#eKWtZNR5DMd)h!zzcYDrZoqhxg5TyO2~L=b6_9egsv$@*vJxXkseFCesYVMv!d3@6mLq0hbHYdVUq2rnh5~67 zDLIG{Ga{{YwBy;IQ5F5^?!fVrthBLch$Ughj$Q%<--*f{sxXF0EBBN$a?tEh$$znK zQmFclH<$u^Fmnfmxu?b=bpQ!LbxZF2PV`Bmj^I2If>vl~6@yNtj{+YRS_1I}OjHoQ zK|9vzD^ZEiD_g8{HHb-QGo@Qt5C%5cPKJz9RxgT$Ib-B6V!3020!G-ITcTy?S-uV( zI)*ZPML6(9dI<2PfEYMm)_=RUavCo#MNU^Y*1C<**_nnY%S?l`YXFfc?jZZajc~TI zv0i40(~?;eQ)!X2n(WVn*3RXO!J{)F5lJY>6MnpKl7zaPSXbz+&BEVeqEeTYGKNcz z=mDsxu29roO@ zq!|}OwbcdBGqsk}_5x`09X=asKcRnN` zF8~umbuTgi%#ByKRVFpPSA}=zz0}dr6<7eq1A;K^q5ZF?SfGW31Q!G#C2XTtPHL7TN)ze)sFCsHnAo z7+VOh@!?~?&Z+VIE+5-*6*O7}FilQ8Fi@hX8$HbgaYdXlM5MSfQ|GH(*^#36dZ$AZ zcF|-i>&2$e%1@Ci#OpVB!vFN4S^(jQrOhU2^nCcL%PAYF+YdOQu8jq3baoJ9%}IhD zo`A9Hkt&WZ=+10ym)%ar^dxo=gf@bgBlpZxi7H>SOz%{-F=Id5bTXCfDuM0T8^LyY zFD2kY^);KMzw7tOPB0|&+ZZ(K(%SFD4-vkfeGscK5Hb(} zOCY|sn(C9nHewTRu#3a2X@WAcHcmW(q`e`1mMUqM1C&AzL-0Te&7P@b3>7N#}b*CI(qmwAwj*YGCkruxNp`rnrNdwnWidlYnL^ zuJgP-@t?34q*1?ZL~~W(0Bsqgbsk0=D~vxYie81N;-QNq+XhRCPX?Dacg??kwV2^R8`tTF_8Ec|&fb`R}T zsz03>nvDRrZb>4znNC?E-$4=yk+!jSt?GnLP1Ef|_;id^shOHA0bozIcJR5B5f}_l z0Cd-6;?Ochtxq&TT1%Nwdcbt8+OZ;QdBu*n<+)ALv1CdL1P(ze?yAZ}gMY^63BQUC z94iJ4ZOl$slf87yCX=U_w3Y(e6`=NsRGEBT`$IVklZ}9?qQ)@Nu2N4ILNwiv4%su= z13nf0EV;~66jt?DTY9_crApqh^T|~>ND+;fJG<_$hLGZ^LPZPF8=%S3Nj5g=e4~M@ z446tO6+ZU_;sx+EI5Ej`O1dVn`9+VTZ7p~5mUG7WGpa3~C#A(D%cxN>;DsR9i7q7~ zIk29Q02lLsBC9^#W0LX~k_G53#RtWm?vv!Wvm{^{`mv7gXWUO`(ABHwE%%Q6)<{8^ zDeJJb**bTuxD%WgUIY`>!^pZbVPa|2 z!EO)tQ_Y}QPeA3+f#XQadZT{$<5?1-Qvl>rzEf0lg!HWTA@gXIIOVdjprs^&0 z1qz8p!FsS@pAuDwJ8BW@C70YpHg*?#WTI-OT6&_VJ3kFX_3#9q$o?w}Bu234awVsX z5jlk97kScdGHZF=RedrI&)dF1#dpm=;+WTJNvX8xAzYH6@r2wYa_v3ga`6m9Ndfky z3E9O<$`PPR;0rV|W2+|4m3TI@RVW-&y zJYlX3FF^Z@>qvfJn<$d)KQuApBL-p>gi<(&j!Hox3g5D%JTtIQD$&J<`UV1$Q_@$T zlAG;QAgjQz2zO!F*4LTqq_S0U1?^}kETO(_@U?)%jK~3cf>8{@9cwR= zemSBocPhp?J#A2m+r6m69Q9K7sM9{GD*bLD7sQfGN|8C0oQJ6FFNU-f)HN4q(Yf>n zsl?y$gbG4al!m~+3bEE5L3R)jd0yKG{0a@672UQswZHY+ApfiRJgHCQMp=zB z?k^D{b9gJ&q(Ze!e2j~X<>shh>K#kRLL5SP90=lOISFy)_tYZZ5QKFXq1Dx_Hq{|! zS1@YuTO%P{QW7M#Pr)zHplvFh&M7NQCqjak4tILc^`cxT_{7GQZXywzc6Me-v!ck9 z(%L2VtL8F{WrzdtWzDe86Vgc3t00W7`ZsdrD~$$lfuT2mbxIPTiWT@$h!coKY?7tG zsODoJ1yWUdRke9aDT2;9%Kn6Wg9VG6dY$`@%{c{#TF*v-0Qw9~> zOX1pjNlp0F$ru-uU|62pgofEKa;tJHfON}y-az8(nuEBI;d(?*tuvlM*}$T6IB{Nw z<3&^?P8gX@W{!K!-Ss30BA$1E#F;b&O6QE40+s~9nGjM)VT!2PAUH%LBjM>)$LPxiFP|Xr`3}KXIgBOW9jB!vp1b%HG=AS}sce=oNmoAQcW& zfg{RDehLJwMi5qOOWNWAA*W4bYhu$l>?2j=TvA%WBJNV`>UbANBw(YkN~KWVr$94? zK&=N8S4=UGcLLcEb?lMq&bZ@V`Ole$Zk65p;A&W#;k81X5M2I6<1VS4N0&yt{ z=Ir*eo>nJ%9d;Won@FPc3m6bv`3zJLaoTc(maxhsdb&sx3PZS+c|uXjnw~UVbOuNL z5Sa{u?^`yYrM(h8vCVlloeW|y3IsK~Wq`$6IACUVuT_vmH5-$gLm5mX*TRuZ&|W(@ z!sYac0KBZ?nQ(5Tc4X+3lVzDf_flb@bK;u1s-W8@5-Tx8P%QKCk82}i*>&=Qh0}?x3@y8 zUWbp1FDrt0qzrw-!a;m%#OSjI^4>`e*NYG| z9-_}V7OWVforGy=V{t^@EhoxpO+&Lv%kh#xvvgr%OJ^p*Ee7iHG5C*9;IDB2jTIGg z^^{cT=1kFsBHuXIZ}Pq3HkD*gElIIQj7r>~dbna510f7KxT_{$&UCU_B?Y-!w&XTn zT|etMJ~ev~Qq#99G{)}a$WT;@A;+*uEkm?Z|L+xov-={Q++xJVzx+Xbf}Jp#B9e89 zY9a|R++3!v4Ho*6LOWq47zG|k5UQan_y7)dFlBf@F2Ip6TvTPLF7^z_1Z1b>OmwNG zsU#vf(~C(CSz}|1G8A4n8;%uJ*Zx+o`q`789swuqGiw)_My_{C&ZkL{bF)(wr486u zI_;haChiDM#VAAOALU;464>PbVW#5(x~~QoS%mqv4|b>(GDnBJ4btThinvFs z(oPVt(^5+`04Ub%5GcZ=lI!r*4C=PhJ_8WYT0Ypv^$Ngw6}(J_tiuu2r`)KQWKZw3 z7?lYkr#swHQ$%EwYKRqWs>#+rs49ZDHMTMQrOlcZ3UqP_odpt7M2p6Hg!fyeoa(}R ztwx5^$$^H73)LBPOYL{PD{fGsiQ8re^_bK4x=#q%C_rUAQmJ+l@V$d|)3ufW*K$9r zp%b#(CXyaj6Qf&yO*igcR5Oh1RZ|-89m$x3KF=g~XjB9&(=*(fS91K z^jg>i{}jHQh2^I@#Z=``fv6L4x)iY^6Kfi=tOsOCNC-%8AUP%JYasf+k8ipR_)PbL z^0A*qvNo6^la?;NuVElG9G}$Zqk}mX)9nC};~^J1${-vHJ~9)FwrF_O8FjuZ;8W#Q zt?DX%6A;~#f`I|Tny_o0bOx$fA|k$Q_F1zoe{4mrPKV=5~hq+5M{MS);LvuXGb+n;J%}GU2n4hZ%%b3A)pcD6-{b{e?ufIB(%jMlc#u8TN#1$_%}10m0i9qX z3juWiD)V<=K@s3T=^;WX8*9HP{r$5F^DUV^inU=`|J%^$0XNE$im)q@Btwmiv=i7Z z?7Aoi&Cr!euj;Oa1j^O0^(=?o?!Xmh)U+TiFKh&f!>);E73#s62mzJ$GK;W9EMa2HRa zI3A_S?$iYMk(yL<>XvkF0jWHtITK(UeazM*W~d$JFn`6b%r{|IDd4u^U@w7EEL3UT z!9jL|cI+mp!QEA55}to0pTfjoNgkLdf$gSTZy*(n)+bNvnKFDav0!H?uX0o`K@7E) z070v}J6IN{B2sRO)FT*XEts@6o6ry9_-C9q8kVhRB zk;rKkzDF0xP$Si@q06E{kVP__t;4<9*Gv=oO;2YV$dm&oYl>)QRY*kVC+?+7$}$Qh z?I)eRp2xsZw}pW*H*GfM5S9#()eUDdQX8U2jp_IOA;|<(N;BbfQcg48ky_;0QG4@u zra~aG3G-iN1?j-yG^dsIlI+j)akfh6mShk~CIiuYdkeIKLdlFH?qWEDaw27mEbX3o zNn=543mj$hl&pqG0sks_=tIQ=JAgk9xvh&7gh z!JI)w-(`}xQc?@@xTt{vg}|>JN*b(&f(mtc>pw8sb{_BvsCr8FW*0opQ=p*RU`x5W z7rd96AjRr3R4-O|uHIR3OtMKX9z=0jtA>Qx!JvdOt`$oxQK_U8h>hF4$w0wiQI~=c z-?;fAz0fA;EpR8E(zM%o`a9JW_($eSQfbRwWEL3OuH-o|wI^_v^wWt?N2M-g?i`$P zV@)ZfNHY$jBz%QWmyUb{B)}6ehOTDII2{7ZECA#TxPvtAvo6$S5tdU8EJ3IfJ8EBh z#eTcO+uar3Hw;!sh$0Enf+|nY!1_i`ebC?6CTL3_Wkv7@)QIyXG3ODx+o(Yq5c_lp znKi6I+ScMPQqwUQRgP2%*=lSH>v^}zQj)8Jyu(jjlC=3&zXpt~35`HWKmXHYDFWiq z;G82Y?L*{hS@2kpw9e*2)H;=F1Eg+eMu6SXxZ6tX!lzyFQ4Ku(!|5jKOpgz?Gf9UW zq$GIs&##VK7sT?UY}}~~KoW5DsRR;WEi>%XsBC|xIdWY$M#$)~Nk%Itb;UI6+xeB4 zX*9d)5tiG*9I~8zm*C&`hvKjMDaz%M(HB<0fT5XRS8!I6BprPxiYqf0A{d390Ay5X zVT38{jViFh4st!|u0u&=7(&Do_Dn8GMxkGop4&u__a$RBxo|918AvL0_dH%>b}ry; z151yPf;B^J2GdFBij5BPran_JbI859LQkhv4fX&C+!D>Oyp2Yn%=Z zMKl7p#AUSem#Tk~h*cIK6)TWLHq5c6l8887jxog&k)En7qc=zWS zIgG8KSaUd3X~~fBbR{kP#1XfED7n_T-ld0Z6@74$P+cu43gLnUSpZeYKI6HFkJh># zK^l)eZKSeimRAQ*E)Y707@C5k7t^b#2F&D(QV;?aLE)@NtRR|enR#%~9(RB}bz_o! zydvm00?*sYyDQ(FiF%?%>y=&9fSj|vx=E9x2?2Ia262RqFcC8eIq4Xrq;OOf?5Y$Y zS!Qew1*OiFG2TjPy#mQ8!a=71%+=(AV3Jf41NJyS7dW*joGK!w?JPm#^hmV!O0!3D zv?mF9lCRT$vFW^sfiRPI>O6IN!uX6=2*rEi!C;*XEzT^P9O=h6!aXk$`~o6wL))Oy z0;?1CncxD#&-g%3wS1wGmoZ-emKo7Pk zt0tP9NiV*=!BhoaaF)xtJ?#2I)exKXKn^Gd_}`Zk+ry! zY_yTGgc^rJ=7LxPt&2{yG{or-iB%!g^K+TgDpkT9!!1_1%0ho9N zZ?!&b#2VVDP)S2;^hcZLTMzaqdKQ} z?Qb*5MGnAI1>(H} zW6gDoDn1&=@k&CJ6j5)LzNYCu3mdk(yQ{;D0>|*MXJ2uxUnI6+&kjNA%4shGXrE18 zMz~B#m(1<9(K+p)%SY4lYKVNtO@cGRVuz>jU^~UUE50mVzFKj|P?sbjU~QsKkx$VuktnczqHP(A z5KyxP()fnUBG4ajmF-PA@?#8HCIKOBSnVxRMIh+h*)}=AB&0C7A{eTACV{15tqCo* zilM&ZA4uLMC-JP-qsawo-8;bmunfaxb>&Q6|7b3Pff!t>#M;|F*<|A;OZb7dX)$z} zcG{ItLmJ#cN<~5IBntK?26pRP@I~6Cn6T-`ppp{0APA_hx@gFEvfYeZ0#xPa7%UKq ztbkkquU8@_HB0K+vxT-uO-68&TomK1Xg4j^N4ihT-m0=&H2FaGX(2GN=4r_b(!jZd z36PoJIF_cgk_^N{umzI%EDwYZClOTC3vNZ~-7=X&lWo_C56j)g(>ITx71H18=xnF48<$KR;X1kP zP*q3(0thC*`=~|{jpfowEWbq7u>;s>OusR`p}KCxQ<^@{MSwHLD%z9Ho&XsLZKE(v z9yD}r49;^>C{dbx6=Lm-NqOR-NXQfBe0KsGU-($)j>zM#P`0 zaLWdR_KKit3vyU)I~c=j^^z<|hRq(S>#PP{oSXDlu#?5QETXOJd%(Ixl^)%3v>1`c zm!SyBK%%!i8@GW(kf<8XibZ?YGZ39ppqFA;e)1Y}nB(d6wyJ8Y85^gQ8gcie)z^_$ zQl|E2omDGla${O@u($dc>N2wk16kJ~U;$CedRUqVXC1QCE=xL8W*lIuP)7BnztxxUiJt%j&umRXgplyq+9cZLuK7O?6VBju*_^DV!o$Y6%V; zYrCzmW_wb;K)g;cEE1*62nJAQL#xaHeoTRl78}VwqCjTI`Ed!`QB43)gOMa@8>)y- zne4UbY9LP%BQyic-fbN~S)E00ka1GOhsh*cC!_FWr&XX5MY5L=5xD!?2Mj4k*a)K3 z7$VlwCPbc3Bvqv0bv-37~n;LrQdi8K;s~m z=rVv6-T`YJDoG?kgU9D=E~EPJ7pCk{=M=z=nDX((uyV>U#(~vSuQCV-Tcs3ZjP?WslM0MUhsa2aOho{%iWIEA+ac?7XkFC-dir0wQvc>75>Gm*7+mHe+H@K! z&1{!B(xIWH2+X$rN5xSif&1n)hJbjhOMp$*mSqrMR1o?ta&l9)nob|=;twK8BYZ2P z?b&Byv>PY2$RnrODA_CBEHY#E2umtd>5k(6BmnQ)YpGIoVx(GLLQxT7{&ghO(n)do ziSxHL$tz2djhH+%0^<~0Q7I5uelZ&2b?*k{qAr5dXVMh?FidZBd=r&uh+R2h5#XM{ zaH)*t)<}@{Nms%clJynyByKsQq-k7=K2v1MSb$%Ps;Xl0hF0>9j1n%ig?N~bNlwTe zqZC68V}gbO891{L(t3~;8imQLVi7dv7CEf2lQ=$Ffn+3|0~5~gBBLO{8WqHSmExA2 za#1jDf$3{5Kn@xQN3G_>hBbK<7d!T-bTOEc6yD6FWi*H{f|91*QphMX z3N_LTp(4%>MEx!1R_(ij0o5gkCw=Wh8tUjO_zo=)ux|qI^h}!-7qC+8z|^57{OElx z8X0=sLjt8)gs1=rh8RT~5i5bX!rCx#xY^X`9cUfw`8Pc>i6tgc-AoJ0I~lYep}P;e zZzTID#u}f)y~2tII9E|Lmg&w0&ag88bV1UE1vaS{ezruQU|QNL8BY7E*r9X#f$Vc6 zFH;F2lL(l6kg)!pSdjx%Vo@Vkqz7gMPU|r1u>}js3@gk2g2rrRqm}!MgawvIwy!t? zd^HLH67sYnzAe#C5Sl~r;=y7sK!KiA0DxLD(j3B5QI>p~kYrqHnaT(q!I&@ksPjAg zX2;^$gQgEiRZ?78gkW_jQXoUDAvFQO7JLm83P@;VvHow+xbB9f2l?Wa3Fn@Q7hx@L z1nxB-p<*R05Dn_L?0PO777b;Gx!O^ip!SA6?+4u&a|K?fSi*2>yS1SUnN!asMlHt) znlK6Vc#!eqZlX&Y>B5MIK(_&<`@e4FJ2|mVdWAF5!9vn6=u#2GA}WsUSIJOy(%_UK zn6If-&6XHk^7A!2>Sf8l6h@(qmYw=8m!wV4YMbi%QF97X(azqA6_{Y;ow)Q;{dTaI zrqJC8G#Q`21a84~BF8}G8f{$8TT%f)(sbLjdaV*g;)^?EgKjAYTTz*2AK3zq?B6wp!(ttox(UpsUOfkOb_(`AEwpXbema!keW`z8 zEunKq?UV&^&?xi-yZGNQf{NA&nv;urgpj2tIEh48JRi!87dhHVsN9SmIbxTD?_w* zgfhclRnHeOn@UxJuL|sNFyZU>Gt-u-+UyX+MfJ$TZw8;K;;#XFmadNh*4Q$;@FAE)~j}75Y_P;)>do{L<}|iyJG64>0h~4m(4X zdh&pX=>ACM97(~*ye)9U!w$7`QJ~k>6;^y4lqX}nK}U7dD4LPr-f-BN7EDrz4cZW7 zl%zy*`tV#6e|1<@8^}t9`erAS>l9;?q4B^N&0xg+aER%(DSq*Ck>7upfR@_WC z&&poXJa5f)p)4?lF~qjJu3V>CCZW}#!(xS(M5PcQ)~33Ey!w#uy8@v{(t0WfCo*J^ z4BcenvG!Iilf#{Q25B6zK=*n_GN5-kUlneNph3!7H_*SMIrPY7TqK4yF_4FPirASZ zyygIxaDxTF!CP^Kv0=EO$*hlc@B*jSy#dW(j*UtQtqOF`5mwU;7`p(N75wA(&K@kX zo%i#7o(UnMsjj-hMSxgyLfTt`vCBf2xOf#c*lwz`M^r?|l67EIpoB5Ur=2Q36B;u$ zk**iZ0NgrdZt(j37}HpG*+|4I2ir}ocLEP&NT(VWATz%TozQ2!K>^Wc)`zCL`~++V zp0Gf))C{Ns+t?iz(AvOi__&3`r_RO@h<)o&K{yT}%uHC}?19(-x}7A{?pZ*HPhp%i z@M+=b0T+26s8Bi~j%`r})jh`F*3y7h&gIZ&feuU3!z^tPGT<_gKvvyA@9oye+deNz ztbhryfB^3osncZ?8UG0kHemPMhTBN%_)QcxJ*W{ABDs(qzNt2#5BytF7oW_9uXRot zaXw=n@*Dzou5xTzH9$G2uho0w{nEKTO=eO-j%$-_ZI%*vLJhh>f==IdcAUt=Kvqmi zt0Sdd)qEiAM#X%JXsy)V=}=E+FcARRBy4y(KbH*^aooYN{rDSh&Z*K!i)}>ippY*R zP+pq@`CD+*2onB&j!xhs4S}EBwjvK|=+^L+AqHl4nxocQceo>%D*f<{tfku|@EbaT zEJtf0bZ4=U;)4o%9G+Jeuhp^etm|xsEP@bSmqo0if3<)}MKFOG2H&bho2^6?{FIXK zM=C6j1?`NWGLG9(LaJMhC=WE*nLMnMJ{^{K(0LeMXBkB<4QyQ`+L;KbL>4X#Uj&t# z^RjHvN@P`B~$RToDMEO0MzDgkA8h)Ir0wTC$3Xj4j0^sn9tK)NSANa&LR_dy!DxJO=)B zlumijOP!U;;r2$1%S^crHnKqApo$Ttsl;oiG70;@Cb$A-f(JFFfzrO>K(5upL4Il} zAx15f=GSTP9n>4@bPS@6Q4KowAo09}^92zRW9!BOFSXo)UCB_P=LFO|R$d2KV8IAz zVllEbhJg+(4Be5^G}+AKZA*D(kAR5`%-b$3nuF;QTm$Qb_745S|nyHezFuba&_NZ*Gw4!%rFAjKYi;_{QN9ihz0J{pF$!PLzd}O6+6Ae&)97wgUvJ5Pi&y zq%+x_&Twf5Fy8ITM#jYg0!W9*P@7gV@9|H_~#A~oQ9#{QTLjJ z^4YKRJs{BCGjs(7!LUA*`W ziJ0EKVEM>tExHO;#mriX>pejR{6<<4MY2;g)UK)+p_kMl>0S}9qyQ^qRDKSf;j`(< zfc79GfGRMiBN9ZOSe}zjx>j5xDt{$`78jD_PKQcQG*z!lxKNMBR|ZLLc_!nf*zMk~ zJrXhG&HH1F*h1+@$;ek#ML*ZZt99c8k#<2^CYN9z$L3R_3$Id-8f(W!pv0`L&-ush zR~4z2gpL?;vMy;|vrA;FXjhsL3DBP2t3ntGiZECOOYN4P7e6(;VI^0;S2_`@VIpGN zmAFK)b>4#nA(~a;OuauEslv#Uih;R;t9GqXfJ1vA!1FTfZjouG1ldxrQLGyiLWx-) z+EY;2HPMVo1h035XYxX^RRgo#9eZQz<$t5+ktSSNSR{3aIM_v-shQk$k&};85p~(!b6($g+-TJE;uq5MnLZ^zYmh6nfqU)cCNEpFk zGO{x(YFDn$&lD<49DXKxjosE+IvW<@A>f13O8XVjJL=$FpKN3`Nddcax!(Zsj5eNwNX51qvj{ z${2Wbv7>#@|5hPzpjrmg?TjJiCLoiky&=hUt+Rs%SJbs^XWa-H5aa z-Mngq!w$P53}iSOxqeQmUm;eRj`JD|Zuo{g2B307NwB_Qv@2XEpX6n)R7SCO`%g^S z9z^kbOvD$U6)aatbP~!x(M7sLH?>X)z;Vo#-jBbT9`i{?=t1?Wq&5s?n#H7l9p#oM za)g3Ust^yiJ1SD~2L;?Pdw7e}c7#ZZSfL_Qx>0UCJqYk}C!ktI*|(2?O_v>5G8Ars zP+s_>7n>ijrrJdzqjo@KpB=a8Ty!4=eYNDO(yqK&n~;fnOk1O=G!{M$TZ_o=iTCxp zvke@8mgL16ZP^CC+70h9feo-s-LfQ*(#EhNpJ#;4&JNaytxQn5bX*C^$Bt1oUPC`s z6O23m>Gkz1EVhxKw=< z$xuR^R)z3T+*Ds-n6H_KkSG??Ve2)CejnXE3Y+J;WzgABdfuw@i{&M9%O2^pBQp7c z-8~ZFd&NNoc@Nbq1IlX)Px_c`_4ra<@eSofKuy=BBy5*{Qdfc#Dh-7X^X7Kpwa`-L z@t~D&OytoP@cBIlP(mQ@x^H|DQZHFZ-y^$;0 zi&4=-9}F;Y85~O~s5KU-DVwmnADt!AO=tPMUJeL(;lgND&{jmCxz^T-%JvEd)2f~0V-b|V(mP{g1|<8ow)X0#icmKE+lOArFdo4Dp$MT z`I*G;7L3`IrF$X($ycb)&-~J4=slKP` z940RdZD{^bI{J$qQ zMszHNy@;(f|FEQV2FB)a*dIFW~CjHn5YAd zrpGnBR?E37MFScBs$VD8pyYv!5rbEhDwc1c(zC5V)War$*EOhG1y;QfO{Zdof?Zzr z2Z~ro2Wr$cR1GpPcSUD1mWFB3V2~t;GSKvdJbd*X4?*s$=8?A*%YUOGVEZ84?7m<~ zZ_Y(sI_xYkGO3<5w&>es3b+axdSaz8i?1s(7LdrBRq;!g2ySe(0ET200rwOtFTey!DJeytAumAI@f?F>RzgFREdwq9sq zwGpCL&R~u0!xmCG8EpFrBF>=t;N!cx7Rf>aYD~B%bLvcY`$(6TXm&Y{wtr*|Sg2ODm_9CIBk~4j1xlAD$oAG*i zh^eMk*E5t(K7=E>C|dRWXCVjL=!)Fv;6{l)K$h9~J*22TH`b72v8-f8+Eb@Y3jQQU z0z<;PFJlPwPD{Yi#T$xu%_!k^#Dk(1LW$m|gjND5qw zOu15n#l2N>4}beBRjB}ZTo-@~ENiz1z(U<4IU!CnQ8zARWPN^Zt{gzH1?h+yd`%kX zXG=qg^^)?Dz2pzWWRL}RM_9os$~Vj!dp1zJOR5w_)o*rcb}K(2SpT4+)5}g3$^Lq|u-7nXsP0*3Y5rJ+HlDbzW$&|M zoH@ZC2;OP1kPBdkn@K#Qv~TG~9t(<9WO=4>_+PIkwJ_C0O4Mf#-PgydASj(AYFSw) zt=4gki@O`a1FTK!@?cD6)cRK){B<#V&J+>dDHBGj`>RU@RS5!pIemgnBgqp+z)E%h z+jfmwfe=$L1L35NSLawozw9Grw0ngSwrQ6>V(hN$C$peeyDZCV%Cjfd%6%I69l@nmD&Nc{OsvI{5-5idRnQfA z>=C~P?L`OKB%Eu84Yhg6WcIG?cepM`3`2(qZ%cY@`;eIYf~=DN=HpGD*^fxv*^q;N zZBjHMRk;m7`0W|GhTwJ8Y=C))S~MM|uQGoQgAr|5%UzX3dN%Y$Mk$M!inO z+E36bkoJ#Wvbk(un?V|7l|r0k5}=j3JFYB}J6#a-BU?7F(O3OdOw5+trYEHi?h?dm ztI87%S58+s^$rUHvD$<3Y}HnJW*WO5riimS@XgMU-E0iJ!E3%G4{I-8S?#yF4}p`ym|ztRDp1}tR>Zs?kejJ4+}8+(>` z;IEqbTFewxwhYRqS(FDvwawJ{uo#UCsFacf(|_Dd`_b8k&m|-5*+(o%J+4StxzG_@ zEpdcY{niH9p)($B1TH$JC1$4Gx^@hr+7l$MZ4dJ-t31~gu$QR7WLA^lAycAfkv;R- z5a)&b3_9O{9G^=NSh(9l!EZ_$P)Wy|-O|W(+=E+WNMjpFA(pHbzw- zGEhRaluJ*1%V2jK1dV%OY9VCYq2<+XSpey#dW-NivTiRz;rfWplqG+lN!Kr69 zJni2=R;lN&69(sZ7zm4v#7I^EhZzo-o8ivhu*~#@VnunjAhXl384JRQ3n_3f2Wymw zlR2p>2iW<42c(AHDU0DdYbvaJ33+f_YOEZ%n4$9P{78T=~m029I{j#QF{zaQ8QxClnHNn`zVKkCC0tyPAo_zCwSR?oq4 z6b`RfHba*P3FjJ)ZNl2DTK4$IlgiOoZG(lu68=LuI?}ihYpky3tF! z$rf}9aeE--;iI_hPJ+xpCD2hS*K9vcCU=#F_1FwHwyn>NSfH}dF<^7yA1O?RNw&)7 zur+A4JSlwSE{hVAE2g^$?$3c!ze_VFC0z;w7zZVk#2x8fTZJI+ULg_z7}FZexym91 z9@d*ZAqtl2984`$4^$lpFnh}r3{Zt29KhL$-@w>vgcZ3>;WWPiL0d8e&)+u4#EOv} zf%Z;)N$D==tRtyIBMaM{Y%2wLPf9;oTRc2@SqHU-Oh*6*XBt@pA-O3OXU6RnZ)vS$ zwBlEcdW%B{#Lb3?vMrF`nuV!cBdybrT~eeN;0(P&OCCmY&A6JaI)zDCbA1l8b#zJCZJZw{Y2d&H>482oGBut-YGR+n6Qh1HIh z6d)N`DWJQ=?Lb_W)i}^Wt4ZVs(d#Ez4c_5&foM~`w7UWWfKEwYXx1#DG{W^I7=h(I zd08I}Gn)?MaZA|d-PT9}X*CL1ga1&`{_*obGN0V3pV3_aE2^eZT=fqyw9N_u*xNEX zvnr&(PC3c;T6S9`n5}mX1J%|0k>tv!%9@(+)hOFaU)U|qt%~ZA7$6?1SP=g4NCiuu z3P6Ifm++w)z~01pyYr|V?E1ewR#)|;z1G~VbeSYb*sSARk&&Sa|AZt(O{Z3m_+Tk3HjBw?d%Rr9X|ygE+GAa|fvd)Z5ZoSD@FEPFTS z04JU3jZEe%wB8wPXQQ=M7RYSaUBeoG$YLoi!^C~$$0pGhU6$BRL8XtIjKYAiB3v#J zz=1VPf_xM;)v!L8(8yx47pA<{VD}LnX!E6R)JCeWU-usvRehC7@}auh(vR&r1-BHY z?gGFpZJKU0kYvocM+8GX327p>cFUJIt5ojz%2Y+ zv)4`Gd3(uF2Mt}SsJ0-tq)j=FM7-f+IX+)h*r?kZNQh=w+a{e;38M7WYjvgy$xQ58_oqoZvwW&tdZZw9w@AmG2SuiRVfL9~L6of#Rb zMJwy-In;l);kB~5`3(?2qlm~Fm$Ds$Q3%(b=|+oS4BgP_Dca}&a0rR8ompw6${5gH z+?gw}ud5d1F-*ItevA->COY+mnd|#ji8Bnq`PC04nnKZ?4jI~kLf}^ea&8Z6nV75< zE7x|aO`&`TM={%y*ZVq8li=jS;cxwIrGjNJYg@0voY-|4#=K`qL@O67*vozK~Kb*0O!S0@6e7hs&!N%T?FeLbRD$`vsB2iONR!h z34Z!`c1`!`rs7d?Ga&=|z?Ydv0ei$awxqoz(JnKW&IPLogpC_}y#oMJSLKi)fuc`T zxH58o@fG#oH47%IJ4+f|+4*rnZ9GZh|C=6-wyE(k*e17n8v9X`;OscCBS{wO)H)R8|1-UX+UzX*fBUzIV+ z!+FZ0P&;2hBTb~Ju{2naCxMzfzJjL(L-piDZz^K`iFqj~k7Myc7nfmBy+Ooqjnj~e zYdQdfE2qtc4=rW|ZRHe8FcFgqxWsRuBYkCt5miRXoUR3k{?r=cSbT~eyYfl3h(`p9 z*tf23e!b>|wowO5?8tPTZ%Rfw0gv>vcoOM4)`6m=^M?6HNispr1yGVT!6`0Kswtl0 zN>6H3D)LQ06F}jL0~^Ol(xa-Vzm`;0Xd$4+KU#B!VQ+h@DQL~neBEUx!QFK|q?Fd4 z5-;5YWco~L2xY9zGZjgX#DXXjM>TSU6;@EAKP5LhzMx z@WdPnBf*O)i?i*EB;g8VrRP;`yWVR!3}a5>IxI~Dg_c!yea8-TqAD2qQvp2+7zq99 z#%@Y^Vx%;YF21^twi(f2ly~R9I>+U1gd5LLu|*iHcqL zMO+EaHY){_ls*O+g?e3x)F9UJe`iMaP+9gZ;JMhtnfeAw4N~Hj*W6sAQ?voYQ#(X1 zby7tMk@ulQ@7iLjO|87)@uUNdIYFMZTZvA9;4_x1m0C|!q6R?;4W2c9QLBkNa{4T*i#kB#EaxQLm>j-J(@uU#-)%@ zovi={-YoJhf!dl5wqS3b!po`@ApP-8&MjfZM5SGCn( z;Ph>E5`sy3ODBCg5{_W)EI;dw^XEfq@WbX`MT0- zNu$aEBLoD$YJeT}^_4)ur|XUH^I;?o2ysu9MX9mUBM2S@+6+WUtu-ZC|FF~QMX03dpX^?61U4C z3-W}32Hc2Vv~6o0M`1kL-|nu~@Vco8`KqBCn#JUHl!dukP|8hC#K<{60t;4g4+c9l zpstu&ATv}{1C9wh5F`7@usdv&EWEF!TrYiYgbpY}G;mXDR`|mUpfkwU3Uhp`_mToLJNFeZf$=_`dO7Gy}$l(gRR39Z(pp)lCkN?CkcWf^(QLs%I(q$MS}1b*jNe$7NHe((zM80xly>%^M!CloQ&;Mp<}B^R7Wxw`CUM*si|q6 zHo5w+Qw##zqI_2OkHy4K>T&O=|Ene8S+l z4EAb_{rvD_&i!x_I#*9fvjyVhCms;#gg^mg&`#ADM3z5D7jGOa{{T|g28?ablrs3R zP}Q(~**GA=O|orc^BA2h73$<&VQH}mwZ;np3!;90L2~+zrHx}5-R(t40&p-0=m`Kp z#)eXTaN&Dd(4mK*?g>lOL$KkrTFD~FXgTY|?@1$}=Zw8$NAga1+Uu&wK#J%zTVKUw zou*KwFYHNN6QE4TrE;IStWdkqNAku3zj)_$rIe2vYu*q(0C)OWUwgYg`a?bHwV0@BK&< zeo{nrBHAusE=08O5~0=Lk=i{(T2-3WfJSvO=>!>xAy3q_2*VVjPE@sG@RLe}=k2|_ z6t*ZTq`j>S++_wnf&pxJngo7}`K%BBTnX2Rbqrv`)L`MmTKW`x3}e<#^CWpsM@U+s zX~pJ-p#sv*49(E9vSm>kV=?)<6;9>&+>qDog0vk%NK+T__YgdMtwx$PAfUT=C0ZFJ5YgPb-*TAp#@YB zU_fiIRd@)lxyfmB*9sv4H(P3YzwA_=R1obsZ#n7U+S`fgI-;7ny+X9#< ze~R-CdixvqlC$t%60=zXiR6Sz^pm5TJ%AkiVO^MYB&H4n_|=mDae->{U38bQEW5%_ zhJuXxVH|hw5R2?314)EC?MEa450S`b+_WQ9mgfi+q6dXgu1g$b6Ps%n;FuV%q7DRe zhi!Gu6?n;1)lxN%Q0Q7gI%N=qP854+B(=4RKln8#2E+FQ9c4CVb|fQzP^QALD<5=$ z8kEiCkoqT4>>24Hsk_4>oz?#%A}F zalv8!n~phwgknYZ37OIk*f3W#;n4!i+5lAW4%1d>iTk*{FKU4E~&t4huptcJqK7ki0){UdiRvE!s@X2k%Nf?UhsHTz%{b&09AiO35 zo7qI`up0iGUKbRL1Xhc%niY&nre^xkRac|cFk(jn6+gUQzqxYi_`n?0tlkcj z9z|GZWq#+G{(t@pB`Pb>kFYWjWfequ0mN)uPz_UKTzk!2853->c!b?IdUQtNCEN2t zkV2mfU6!Fnm1k2fse%}`EM{d1kL|{Lb{KhD1s>TIf_g1V;~F3T)m=$ED`kdvYKq6O zHrEah_{ejqJ70-Dv9cOrOerrRCOS#kv8OtQ zTi`;1=>kCe-twfq^dp$OQ&R({I28$)avY^*6^_K7Vr)2SKld{)(qt- z9U6Hlb_lU;Ni(TtZcPc~vP2Xr>8pCa#DlLavVuu?px^-m&`jtvx=v<)NSY|3Wf>k! zKQU*^C=Ij!2jk8H*WtIQwy+ai9-xayL-mP*1{3A?t!pKCO3=k;H7Eh=K+k^=So( z%t{e74k`!#yorI1=qnwyiNHk?Ygl2qJ~TCQLP-q;xzY;B7tV*AAydr_C9Kqfd1*nj zLtoj8x3s%Fp;RrIzU<0Ge)gH+;|My!=U_{0EMNn zC@?Px#B~R;cf7VGVHVjZ^E*DeuBR-LX@Z>ds_iVC^~Va*DIG?dY>Opr7#o6YiBdY_+??rBxiP+?|&67d2;r zv}y_m_yu&!yKVx?L%xvs=Zdw*EvQEHDl3N4lQG)bc^8ig8ThR1mu=@SzlQ280VxGr z;jb*zDhZ&aLoSVeG&Fdp6CJM*a0aL9OnQ2)*0-A5uAs2s>pR;K45AJo(n#}I6yg6@ zBA>1T4yjXs<<&`FhP6BpBTH!MZLe;OYLl>&t}|1(eYLM3`Tha!g-2b^=&9O7?At9P zO37j}OL9;mKXGt{b)d88Pjpm6X_YV5eFlSrQX+Q`OMAX#$r0xG9pLIef+U-e5)SU1tb7 zNZ@*#*3>CnVP5aBTeuQU#lqotJ9B_CENa`ZTXCi(Q2&S$n$j^7UP;({VO*v%`CxSsQttk{O?|`uV zTSNW!rL+K(d1AA6@m*FEdG*Bk8$({EsijzllCBxVBvgWbO_mwxPOX51xZ)5V6Bb?~ z7dQi`W!Rxt$0pG{H^m^I-4-T$p|wx`{P^EL*U1m@Eem}mIEG-5fS4+Zh4mKR$O>6N zq#cYi5}2wo@P!UQmcNEriNDZ8ss8HjYDGztrE9=PVaQ5OU(n7%+A*8{sD%Hb_ZlJfhaR}%v5S0U3$sA z>eK&TGGUOCu*giN_g$z#IrP3RB3fMZmqa=Xl~t|eCcFE7aDKzmK?{6 z>mhJR=|<_TwPc3V<<$q`yS@ub7&{{u>Dk38M**WW=|c3>;UfSyH1J}t6vDJeip3X1 zHM*9<=Bnt%DFB2@IpHCEYlI26E<|ju&Um>Ie2SV(#5antDyyc*Aw@eE=}n0DYeCV2 z#V3{^+r~7qXH`ITCh`F`yG*NFq2gI_(*-{B3M{+>>x^uB^?YgtK&~Ng+P8Kkqz#Bd zG59QGg^;%0N{kSVy6nn^)Wx}2N}ku-kFgD$9!M8-^hRS2kIbQz+Nd4i38i{DyG#$f2!S9@I?%eBV_8f2t*&p<*)QOXl@`FzdD{Qh2Oi% zqnf6yH6~EQG<|(G>DYaBr+D@d`U4c~t;2Fn5*aASB~?McJe7i6Txnyn7M!mte^hzb zE<-;sDWL!^mT@)R<8czGqH(T@GAe>)PQtpDgJA+}u3v7;26ofg0@RLbB`(`X<3O6Y zX&9oc;;<7G9hSbLSeSbZ2x8{oxSkGGSQX-Fo6adPia3Uq7pNUC8H1vzd$RAuh+sh; zxH?)WF!F`aPM{83B3}#jJQ(g@7uynlI!&&pcit{Zf+-Td-Ftk|l32%pwnox;@i z%b=@!Itiixaslj`sinUP2kL;~@BL9%<7dPnR*zodNyQ%rc3x)wj8uQC-bw`DWGYdG zMi+eQG@)SIKw-pQM7{Ocs?rSR1cV3|k^!hti%8|#g9I{FaZFnXw!BDHNL#>G6Kj7i zFr{pxI8gKzWA$j;oU033PjSR8$@vTOM)953)M!%u36KKu z4kb|u$fm!_!(fa8?jD*zw1zvnBLca?F5vlaMC5`|P?R}l9$RJ{#Y?5=uvco)f3+q> z#FYvGJ8;Wu{YY76h1bz+H;ik&^e9!`>9Su_*Nr7KI%$m)>bbWOsSE9xo3Oe{U-d0J zV2mmM^>aTzk(SoJQrZT)m~QA2UTFeH#qB|vptf`jBuv-lgG-QI^rzwQ(Bir}U+K%? z+>n)^yn4JsFGbVX{>87>L{$JRvDydiFzTd$_Lc_NGy-`lc^08mg$P_tHx}m&xCp5E z_-Y!TNHe?8<*}va*D{Neba@#%0-#suv975pZFy_#!n9z7uE#egob0vlM9xloS@>16qCFKASGGVGFf33S7iZ5BB*-n8dBWVIjI%o z&-uJcoL8WFYGuJHZ0oNow;ZXRUkDsl0UTn3F>a-@1yzf3)@oTor|y3&6WQcEvsf2` zz)#|USvO@J5eyn4QOo3Vpyaq$ zYTw|bLuV*m*a)6lCRhNIvbU42L5fuNL46AJb_-X?N)O5!lpKPPT8bsPkI;an*{X0r z7IC6F^?;Fy(ylaM!YfNL7qG0#O`G)+I~c&YEGZ}2tZ;yk4a<#3~gru z6nx23X#i+?lpqhu!J-IQ7F1|rg(^^FG>i0M7e=TqB{2VkK#^_d=1?0re$g%fNmU%H za4eBdW9}|bdERB61SPBbR!gKG*{uD*j`*WyG>Eq#623}I)loD5q7;1PQ{i1Po%K-` zP}A-RXj3e@&tQkXkB43hqIfVjDSAyKiY%nSS8(B4eYqV6F*i)P8w(kzy+Q^i$kyPX zR*Rt+N-Ek(R@afL#9$fNXCC9fEUk|(xekBROMx>-G&uSkcl-B-DL$$ zRnv;v3y0R@Xt&(^aEeHHo{~;hYy68 zR|5IebGJ(*3EuTYtSQqVNhQ@{yT*dr#rBqgq6@Gto1js2RYKH$5$>wmT?!DN-N@i4 z&}XlLEvlM!+Rux%3A$mI0(b^mWo~Fe(gQNhg5p1}?qb{=YXYx8M5)KnA#Z_X=knhx zz`YhhPuhc}RpCp*v$O$Wlx};X-pIAMn2(8UZY!Ju;QG!T);MwyL4XPYZ1JRddC`qC z=s@W=vLR_WJL_iZy@gw?5MYWLmfX*Qf+2hI2B&dh&JdpRwVzwKRD*m%NTOA!d8y7- zdY^8j)7DpoIW@rGs6>GwL|U3Z52|jj5J=%eVzRg$W>pL!nuLDUbQqp&lDo#WXkg=! zL;=}cEEcyjUR8ns|D^XT79@3=we;@{s_m2GsvgCQq9qW?uh6Ze5w{?62rV6jwGBo@ zyM$nq5)!o6UR$^_SjA9sX6>&fQ{_TKuM=OppHD@Z>ZzG>J3LGA_^nMIHJYm%65_a@ zI=WUIsy!3D9xrB|R$*8=1ZlwdN)74~cl z8X-aABdG_Tkh65|4W>~uu_|CA<=*Ww(u3;!*S4u{K09B(Ce%>`sO-2zW zpl$DdG&ExCeg$dcpGOP?6>EuKO7pr;lyZS4_z>B|CsH&wsIvSKoVXCvvIp%S!*iWN zGdRah2l}-FsxO&LZzDqEz6KVdHDw+N3yn@x>(ZUaAdIkv4%O1RLwIS#YDLstD)2jJ zSYr*RL|#h;Ru1t+FRJrMj90xH3F_`ol#x)_yeiqb%Rn*U&;+drwJIO+upQZ^?O*Rv z{Na`Yizs**UgsE!!nd})kny4NihwuJDGvGEaZ`-~{vF=)Em$Nec|aN!NTg14S3@Nd z+lnx+%hJti{X4~%Kkz~sgq~#{>_6%d4izIwfuv`DFL6iDs8324l3|)`0zy(a`?Wo2 zAsl2j6Y2%mB4Np{ne%ou2vJEi^V1S_#D!#S0`{_O-->=vU968zS5kU~s9+Pby@pMS zyXrsGyOR|EjtbEcB)al3w+{vBm&3eF12rfSLSVV6R@7cox66ROD)ZokII@TS&-$!f zJefK-wY;1PTrzXgmPz9?TL3iD?0QV~{yPo_RwAX5J&}#vF4Ty$G{1AN_Jr=i!6X^g zCD3BpHq>ls?8d0!I9yU(=_r9^PV5XeFV|O9zJc;I_?9GhFb6qg&qtdH?Koa`-%T5! zphL$_@^H0H)JrPs(1%q-L(VoFiVN!9m_BTlXSXufZv>S)1UMfi*UfI##5`edBpqv+dkNt%x09mJNTBNe2K)&=X{aBLP274mi#xxhf zL_b1PfpGvAB6-9EdoSIgbPb;8%Ah8u5mb>%vxdWI}@k-}n;7rC~ z24G5<+RucES7-x@`TFjpfJ0lcMmanU$H&aBQBuv#kQ*o_sfUL^_`KN)5FIagl1SOl z1rh&(MxPP(oz8`miEmK|VwQS=wtOfZ;}aW$0$?wkw=f&y7m+9GYQWF)xU4NC;o!+4 zR!#*%RI9R#9RF_b0k9I_T=i?luQ`7xqz*&1s#B>a1GS;KyqzlLd_|+j2Ke4A+ zyt_OBp*?_AxOO@UR7C$1$fomIStu0ixW5FJrW&CYt(_GWjKrwsn-d(n+D@%E9`|2M z%*_x1xWabJVderzy74>evCt3>Y}B?^W=PJRL$hREERsoUU9A|iL)XBOy><=+sUlLL zs~LJ9^`~+;7&lE`^%3C=-(aLOd{2<(8;m zA@*T2YFhf}E~HykANG`n8YyHPoURX?t~}(jerq#47fgIWApaVkzJd zCef72CfSu;8kcoZGobAf;l+3N+>~aR(h}}x{>6?*g(>#D9wYQuP!bRY&2&~EtGW>n zK;eGGsEmN*k=J8!X*`@r9bKd{x-uTvttXD5@+IGkL@wwO3Cd|;lxVSq1|wr1sSIHI zHRaGUV3;!EKqGn+khNj2`-Ud#hDz+J$g`jf5@qs?OIL>vhq|1GqZ)})T*>AaozDz? z1b`x9alriu3xz=;=Qhe1lP<=9X-sc#5NGPq8+D}+v{uuJifC2>YG0wM zwR%HrXq0sbYzgU~X6yD=!;ywH|2VNf{XsG-WNXHFf^%U7eCY<$H3(U>utSI;q9FHO zc`f82xo;QKT`@t0K5WbWW`YkV30zov)7~zFjOq)kXJs!=h}W95)Y6Kev;^%0X7vq- zt@o89?X-^bVDVC+ZNQIp4u;8q-uom&35#2js_2RO=!ZJqu`yc3bFkf1r`G+uM{<2} zZEx<6sOalPqK2J7a0$0`)|7TOFi$cqJIm08V;mvRDQqXXP8=XA%rQ(& z5|HPW$u2%EM8sKj+th;OWzzapI#cs1EP|Vfd1=xU+`@jEaJ3k7g}uvy6tzu&h&xuZ zf$lTz%pM>3EZ1dwZBZjWPMn2%wWeT%4BcB2lU;#L!itZQ2^Ai2bjM;g zelp4j8lu@nMGMe&w6b1PWhX8(oRdwLgaKKC%>Oo2CyjDgMxm_Ns9*uEB%!FFqx}#; z=BT<2ba~;M-8_Q#2IW{v?->|d4ES3;6S0IbqYmUjspWdpIiLg3}J{FgMR#<~HvN8SAr%pFg> z6~UXeSY&S+H6&qn7+RF0!GgKgz38wW>saDoU20o7tm}3MU*_pJ*kcm+a59TVU(y?% zS1zg|41#ZrbMXL-JJCl9CGh44Az8pb*!oC}xjdD1?QJ_rMh4o1mNlNUrG;Ju#ZnzP zr5uLCrOv?xV1_f9rjcx|zlMGPX!-#K))gerZ=AYtu_5`gffSC~5?Hd-+yazd&;^-D zifYFVuItjx5%xY=N7D$%&VyUQj0+zHw$w>a6gdJl8}9iMQL8o7S^ z_h0@L0P&$OlbEsVGE!*7VVVz>LGffDDkHE@1@c9yUl|LH_)K@IxOMg=mq`a}?K5r= zRbpB55XuNZXwgkntoT(>2vT2kPH$)T6Ch3BEt+IV9)cHL1?i}(f-?K?AkilJ;Y8sF z5vU%TTN<#!p|WB@g48d8#3x$~B{X6Q66s>b_b8Nn=`@;sxFzjJF@50(@tIN+uYyM~ z&p{S#{AfqgjkgUDy(~xhHMWH@`kT1a0RUU3E->cg$oi+E*X|H@x@mBK1`z0jVLQn;jWRKO#Hiq7@1dgk5jY z84MuIjrCdqUww?)Q?qv6g6d{*dXvRQpac5I73-mL;e2@9p;hCqJ=-y{(}obLUR8Gm z6E0-)Aq_*oSw4e4_as?Un$aTM+2oz|!6I&LrLC|t+Zx4oisD-k5g{(U)#>=1`U5nj zmNJ>eENJ{hAEfCv+a`u*@QAbnSw z*cfVqMDRbI*U4Ej$~)`RiDhXwa)btLOEr}mv^M(2w(49G{UmM8OvdCH}Is}K@lKM-#ltF+brD$izi0y=+ZcG^;#?{C99~O;TNW0E_SPvMp;yKu8wB& z9pae~D9y!K3#xey{f6}NBrKE2CE`sd?QkeEgSCE;!6Ip+L{@62id?9Oi;`MHtSIXh z%nwI9@ayQ)g3JwntNT(919~013R*ZSZ~OUY!_g#s!}s?U_zoj#7WYFG8;Gz()|&=CSn-w&j;ppMlV;tORyR-t`2lS71jxoI$Gt6*uQ8wXtb0~*lny0ki?`w$8K=6twJH)l>9SW9 zla%3r#_paK!OrYi-j%&z2{D_mKC2o_zOk#zr z$@1RdWkxEht>CB{IE&ra&nM z4SOjeEjc?W`SiakWV{woi6<#v!Ray!Py3H2{$CQmEX|lpRfd2?s=tf}&;zAlVH%fx zT_1r`l1!u6Yw!AZo`B;7fv&_X>mpp*D4D}z!Kx`9wlOh#IRdHgetFzz3~)gf~%&dqmNKZXU(tF12B@bi-UAB&W*b zE&^y}y>I!R|EWinOK8T>0X@(EYc#^NR7ZcG5{;WHp+wASY~A((~H*?X_g&! z>cMOzXR{Ix4}Z(outHrHo}wdqG-&8Dm2(IZBz%*bOblLYP{I0+0S5N)XJT{(#mM+o za@_T(28on1#6{ zyXE=G~y6?GQDn_V_3jHwmi zU~ehlu|99{S&b>|w0bE)W8$_`IF%iR4BBDwZzl{=YooYT27`wocd87-u1OLMj=j=g zROAj#4Niez0t^XdfKL0^V8L7U?7bsa&>*xph`;Y|tx@Itx*glgkPB8rDIqI3bxn~R zgx!vwkHnCFI?RUjO(rSof4Ih9t&%gH+~{hxX`g|$^$1wBEXJZVHB|BH%UKRmfJZ!ryI3&ubXC|j986NrpBiV0T*rWlvOb5OD-fK@hu-PI_L z*A*rA0*x}PeuIC6aYkz78V58rmIt30S$1~r3<5CzU`0@*N(_Cj8i&!~9bDIlFAKp? zC%@=}WL=ZgIg2dgbp`0%*;E?wx^CFTL5vOEifY{imNZ2OEQ45Blwuv+0}REkyNq*r zmz1qe)P;|u4~f-jZi#PMJeI;)s+A>-bAq&$9Bqte09idc8l6C>$mzPps zN%xBCofKQZ-sv=es2Lz*Mkm;}w{+$rxFAaYX&~4RQ-z?AdU`;pTv)TmDWt&9@*p~f zoWujY(o3T=l9J~P&Ev|Gu#`k{!4sC_dZ8$BY|sZ3*)5TM6DL`oGZ~-QM1VRJ|~r|pe|Gd9seRsBq({Kt1=5u z-jZGxS*=@i#0(G!iYp{s5Z zGg$Zk*|**?8NZR?ovkLK0-6OM+?Opf8!*ZLIa&-_EGdki@1Qx5k@u;s)++X^we^Z* zG(K1jNxBf2KqZFLdRQS*OAUc4<9ZH?WlU>;D%l4j1ip$Di&PmETtf=>MBx()rM!}> zWJv{P-R`km1}ois4w{>d5ikVqh~6~6hMjtbWMK_LtF1xQ8W#N+pY0`Fn0BbqiSEw& z$k6%*N!&_i5fI=tMg#|UK|a-Du#&r90~xKcevcVW$fB8D?-apovS`3ypf1y5)-Ux? z3(a;q975YmHF;7EHD!Qu3crtFIGhJPzV-06f0a&+qi_+Ftx)?RdZdeJtitdR!U!$O zWQ^Ks5<4WA<1?jcaV{tDQT9=k=V&&YV8y5`q(5(HmDxWf6;i*%uXIK{MJdO2sX=6Q zV++EFYP_&mOQx$A&p8OP^F~LLuw9Yqbg$P{96?(9TsANtuY=!|iZc<+!>=U3%d?b2&IpZ# zSV9gIM9=vE$c@@3830{Cr_dNB5i`S7Eu@eq9cj?qNbMTsV{Yatqyqsc|I7iUjI6u2 zLM^GeI&ovjATR1uWkUCoE;JVKa*w*qsKnGMa(9muR3=6yF)wAiN61CAKr!m{Y+>Y$ z%9j~2v=J4c*Re{K;C+uUrfYMy+i|kJ2$~QV!sD;C4*0G7=M8p*2+h^4reS@369KFsHoc*TnS&HIKEv^)8P>$5>>Yze^98=!Tlj~ zc*TOnAMf8c4L{Aw>^64K2hEa`)Mu#%=Q`*WQ)D$7dK;6gZ5LIP?E$)?IIUE)vxii3=MJBoW@!taiJKT9tIUqoO{Bl*n!aS=Ub`9sR(1y4Rs@obz>QUX zaaS$ldgxP+s(P2v4COe|Q*wfEK=8?HB(Z5w_Mq9(Xic}0!G@5!m9W&9mQx#yUlhYN zB|Wlyc?g<PdD*YK3S=2W=Hi% zk0&&Pk>iQTcHE)EEzBcZ!~aeup}BO6-XSpAOdf#;1uZp8Fycy%OhCfcW7BAh>V^yH zmYGLE(yHbQP-B>}YU{@d(KIJJ)@<1B@~Yfe`!o&`v_vKQuJu{_Cq5DuRR{IKKpmbf zJYxdi{hC-q#!qXQ0PRK=X1I)XSG$r%+Pz9?nC^1fWsfW`aUVK)cf8pS;I!t$qNj|+ z3siWHf@W<@x`Hm2%^x=x3ZH6ac&W93#hB}BC>A`PS-CFURR@*MQG1lEepSKeLq*Qe zX=LKfy&POE&S*YcBOzou#VxPX+oD zP8(7z;y`kP^Eq1Svc41f)y_d>@`x=77k+MIg0wcmrr;91686qkL({gJ#e^$r#$u9! z)+eT__7wp6A~wblWu8V(X;n+%QBJiIB`=(=DT4SwR?$i}mkyK6R0%k3Q!;UiNT(~E zdNGKcy7m_n;!G||P2^(eoCc_BF^A~SJQC5O!xV*ZvB6FfUN6>_jagnLOxI8UX-#&a zsaMEqa=SmWK!iv3#%u`^Z5r`|+LD zP@wvOuF+;O7f=m3qY>AEcCXGKg%4w5q7xfL4&WDwqNB{o8j4*q;FgF|7#Q@a58gC# zhuS)&{UhgF4}gkd%Xi4I=*{wd4NM3L?BE8!RUE`UEA^EER?NpzPI9Cvi5ZpNEO1V? zV@tgx7FEzD=gq>ykz76p>eae66Wu?7N>-^l4v~1rIGtyi-G@|v+@Lh=8r7l`4CyRX zG0XG$d?-OFS@K_GUE@$M0@WBz3?O;1R@;=8W@muAi?6C&9S6ARYsw9y1ah!4>QhU> zh&2;}oEDP|78r_ZD{j5;0x9GeW3SB=IjjsJH@WOg?a zjXmojw_~8GP_R$MK;~>DZxx|Igca-GmV_Pk6fBBZJlQ}{j_WjN;=VgghHhSasPZlg zz!h>ips5@-bj$BpE=H{N?U5CF)Ip{Ip2{O7z;b;vz~`3+F977Ff+*9s$_R4@pgI+S zyGONk4HH)&9rU$kc>%=HGU?L6B%2sjGKo>vncYm0Ajl_jv~S!AOi62Vz~>HWO`@-H zmStz^UE`GBP$*$TOS+waJbso~aN|UTZXtk`k>c)@*)KAlqE*%vfh)%y#bEb}nkw)v z)ua<=CnwF7S~GSL+A+GcMr&{7avT(~9=8rvB8|d2av0MPO^GZqB>&^$QwV$6I6C0f zu$BeC#F)sH|6s!hRpNvtNh-k(Yiumix60fJgR<>M?GoVqG(w$4QoqVaHRmtv5f|OZ z!{@!Yftgzjs^!(@A|9%!CL)j(t}$Z9h7nH+*wzDb1+o}J0JyV7gGXiCj-zbL9dJwK z$qlF;xua^ODgiNg9nIax0EU^Vnm!MF*j5VrXeUT)J9rj09ZXYSbT$=gK&^zx7Ld3j z5Nq#*rb?FxW3D=#$WS)pxaQ(S#f!(e&02eu4CT~HISbnt6zDbY%Xsxq_8Ure5XtZr zuEMxIvCHIvH#0cq2~>7+~-gtvuX6JL3-k8TV@l$Bu8AQaJrp= zIlN!pQ2IxKx^@)4Nle((I7NO|>T+M2UD5Al+=1j4#?dItSM3 z41qa_g2a4z%0X3VH{Q`{qx*&zkJR5{oSP(6^}q84_ABars)M~b#(u?y3R&=V*Z7w!a`A2b z2h-n7ePLJC4ZVfmGTa*UE~v4yFeP*_K!;M%lUcgTIbcvG1rQpbtLRtR>h(?JjrdeW z7Won=s;a7Ur>@yEG9`wSuosy|#19oPA$@(D)USdm#9EhnRO14#T9NXZH9GQw6cPo` zn1UkEC4g9tER=GUT|=^0{p}G_D2spi5s5n!!2s2{Msp%h?9a~#R|I2<8lToI$}Me( z!Z1_-3zCx06u+F49H}zOOk{MyBQ>zGoF(7CuzZ4S0!LDad}`;w8J1{IYh;K2B`3DE zCcoYnWt7(GH}cO4JqR5P0+FE2x=}e7g||1wC>5#|!|W;#7`RMA-P?pImBiHbTngelob<_N_t(FTlN117{+yl$lxu`d9Q5jfh}6NIjy2k%|y zhLLX0c$rGyA##+6hx$yym_#dl^Ryc8XAjFp?^v5nD7_Uwt}j}p^$z~nF{G`tRhWej zqk-kdQ3qBa1sXV&W1cZ=Y1rNa;)YVw*$E~YU-pKqARa-}uN-bEL~tv@MfsRH_*kVE zhE=Q$%!8@?a;nq&tPg#KW9Z!Z%SB_oZCApgBkR$X35FFxeedVL{T>U6V?q*srw^@J zA0y4GVmga*Uf!uD*r+GE?DY#k5hjU<_}@50#X&95Yb1Q+pa8pTwnDjp6*851Ef;$L z?~ygIgo)uyR(LlpIHJJfLVXQ6H-`jm@D5}4;?yex>lXP^gqti``YdqFo^?$NfR-Q47MZX4>#oc90miWDuXeJaWgxy zf+OJZRbB3~vaY^Jy!o9g*#~p6zC`4Hg-A{?HFu~_?9ASrqgbWWzGg&f^Dz>d+R{r5 zh$`?N)Z>sI0pv26)6}4WmDoxBm35)kn2=(m*21^SouSsz5s&-`d3QUNpLrOLiXqIi zp_wA-qm$9%tw))oI;9m5ei?uu;4Q1_B;Kw(Qv712CKBj()}R>GzDs2wa--MY!dQJQ zL_IL%*a9SOt@t$*nj*0)ZEF6G5XX$0s^jk>ga|(Ni9^BR)l~( zcL8ZT@FyG;?IoHrfXc%E%&&U4S49`0!~`X**k-hpY0au4lbYax&OuG*ccq{}OvQr3 zfrn__>e@2Lpb!=N)?xsxnOvQcJ_^yzF)EHYxJzmw1A4Ri&ylPf5-T4c5= zuLx4T)Id+HIii*?FdB?(7}rH5fT=8kqAPGD16rDjh~u`OnTWU2rzD>OF*M+VXkHmXg)t-swD?-=8?56X^pYH7eBAm5jp*$sKcLNSmjkz$nM z3&k}-n_iK&g>(qp9uHR`I5L6_wN70rg=*j(LB;F1goDu@v?$hUfnlXls`iNfkrWG! zao8!A9i&SO`B^b;XYEvMbQH*tV00pN2c^ImuN4G^173hV6(BOxf-F>l3m9H*i*1GLd4vy*g!cV?nSLK1ZvxlsZKo$5x zEW?U)%{g*Y%{nezA?15i0BH#1NmeRJE0+}4%7)5a+(WLkcNbPrhhPUW>O77GMMpuK zR+_|M(1#;ms=K{0V1wi{v1%nwO`07NG~Cfuypd8KK5Rf12N2O zt4w*4wq(R0n70(0Zr4xoHuA2B8V^w~gg9r@uQ{$`y}(do0)r2W92bZ+SmhnA@3&fT z4l~v{sbZ}Wi15I%@zW@eTB>D|B&xsxk`hVkT-=sUap^9Fx+;3w&V4d8gi|?GVlBRQ z=EvCG*NGSBO|*?W6?96^AuaQV$1yfR#NHx=srkx3cI}B&fH|NpJ?HvI42s+MyoPl* zI_eggh#NHmCm&c1gVS@?$y}{ft`KGwUnQL+4j8OYsf$j;FPB59yycim8z{n6E*+O6-tTFk7%5^}bYBA$1ZD-wp~W}{k! z$O^wh=W#*RDKu3AvwSu}RP3Ht@a%y(Gj|e6eotV!`y2gk28EA;0Sy9pF85<7CdvfI zrsG+P5>&-KhFp_ZNC%KvZ*(;YRNy1^bAtLHUqIGtL-VZOq6BQKK&wUcK*vUQf2c(5 za9Jf+YS5G50fr5$La|t7^zyz@Bm6trF_5x<@mzQb$+$K|tqd_N2D|Qe;*64PdF&!G ztUE2Fmjoo;Q`^9LU0(~M35Kj9cb8xt1DnYmxgGO>i!iV zI3>Y5ZD7$6Z4gRvj<-qbAVA-qRM=b-o(Tf{DNA9YMTMMlCt~Ueiy!?P>lJ69MP(f- z`;5d@Nn+HH-}E<`Rr#f*7FusU=p9XaW9hx0+s>1R@cdr+Ffu0k&1M4{)FH%TvT- zE&M7}2g|0aL!xLHm%OFN0pd36aXv)wyYQ7vefQ?#wmt^NJ1XjxG;O7k5?OCyn50%e zcc0C+hO$aNXV(DxpGuf!pNF#fG{J@v@s!^|@G}dXPw&{bE$&Ak;5s8^{(# zr+6id9SWgwV4yb?(#3D%)w(0Bi1WN2RAtn0n5zV98!Z_Of|D&$7}&S)?2LDS)~Tmb ztvEw3m#6#-o+EH8YW28%49L@a<8dcF8B0-u8-3lQKmIu$e0#diArIAXyqZ0pF8w!(6QysKfn+$VOh%r{1-^Cy)8X{W& z6FUd4RuyOHi|RZ?tHNj-AQ87&!t7|EJkMs@qx9$2Ir0VX;xr)hH4OEcK*uPLSa8gXk<&vMQO{KWY6Zzp$zimlN8$NclM7@eUvbRx@_<*sI(E|Z^=^fi5^G1H zwK>G6Uf722!e5~$g~4}#G$~6*UDbgp2;y2CY%TGF;p%<^0z@QXG#I~3!|&U_1=gVC zG|3$a204!eXu>*ELa^2F`K&G0t7pniGDDa;a*e5aP!6f1ai(sP%7tqv8A2iy(%x>L zfHP#pn?Q{e?HQEhe&q#tYQum0O!ckaR8Hto4(8)peeEjE;~39cIf2C;#%ZIh6qE6x zP`!aU$7(=9`7wNBTxg}_C4RMNL?(FzHByt;s?={GcOW^M+c53W`w$J>CsOAJcHyT~ zl3sz|0fj;;XDS+YDk&BnsYsnf0{4;c0Ly#Rl_0U|E2yRVDzc^@dw7SK3)WnRu?D*0 zcl+w9s3=vT{FmHB%FVez>1(n@QQs0irf(zENFqc+^<9UYneR}Usv zOa-(wbD&Ql&tuWRG*|WEXtSkoM1@ycLKpT|W0|>DN03%u1VQOX$QcW7K~`H^lYqgX zxw>{#gX2dC!$m+R14?%c0c-11m^Y5CWoB=D&Zk6-&_lsUnilCv0(*CWx@pI4?W1^- zV3;V)cmvhE6eE~Z4c$y68d6t5A4a+(38@DA2G(TYBUTWgvr)OjRO6!DX-Ed|X2B+}(IQ}Yv6iH5NOmQvG^8~IG86`D#>Q8_c=Fpbpj3?dH(_0D- z@verqM*D(PBFzIU5HSo@M;r_v&(U5B4FTK<8xD4g^@fv~hb*ujr%NoMKvz&l}(q*^za(CQI^#@wmbfb7;# zy+F$%iz>~cRL4?n=SR>z@Jp+X1~P0A+5&V6{2%aPl-v|^6N?9G{??j+L9jTo3Tw6| z&?HCLT+kgYRTSh_%5uj=Yc;F}gy1C-%*9O!K>HDbskBP`MiSC?%iun*2DN~7y<8qS zTv1(jh{sAAfw0`laSDsTPBt+TIAW2Dcf-<1ZMQC)|aI>Ms5d5QkqU zRFgVR=_xy@YG@|z7Z0(x4smyD?y3Rv*{g;GN$BoUcaCCKoysZ`194ERFk5@@KFN+) z1RT;C6s@as_Rd{(*;d(9)ybOHg#OFyom8-pzWZ*DGG=^6$1Iu=^+kk`KxZrKyxUfb z7)jyaG{E;g6?NRqj8lJ>U*iwLh(X}p^jPtZ-Ka~#ufWgwQP~tyu)>;~3w?-jCvgkZ zqSlH{B9X0rw{~!SNJPN)lF#-r2eQ%4#9lZsy(rxYuTR<%qzk^vN`=GiY{TA7eF@#S9yX>rH$``uA^VEUHCOFC)~5 z0edj+KY*kzsFkk*&;TV!uo@XXw%vn*GUd>qnti5v|8!#@5PcE;l+ z!Ny979A5Gvcx6cfb3s$!djv3Q!8~Hv4#kv6>w-0l2R|cAHA$ve5sit4p7H}>>?MC? zYihPV7NLw#>tCO#WUM?$W>q*6ngr-G06sDR8YP>|=fz3`V?ihhDZ;l|6~8i)M1Ev( zB2;0Ou$B6e0i2s+a88hvV-F-#l5aW?a^7^JmBCb7ltB^f9cd&)#6l9t%@6o1444O0 zy5C(*u2_YU&sVV4ATL9>X!T0?*n5(KkRA9ih}iHfUbQ0y@eq3env6LEn7Hmo#ga9} zk$qr~5VC_X3DB~^42PvxRY?cNX>{DiLio-FgfZ|C(j_F{lki0)WNq2M{bTt4lc-Y5 zu$TB++{>A=_Keg?e0EVF1xia2^w!c%0J$4K!_kEu8e|dR&J%qT&Rg5gpY=Rgo#M=y zwF}o_S)mscSXG=W+FA@VmS@e8@rFk609c7bYdD27%ANWYuPq^qFq^e610TyWFwUoD*x@*m*Qo}PgEd+D{&Z5;6+NI%WA)f;V+d0o?i|3dH^IM>Pu}a!!95} z*)0$*fh|U^n3{YL1&LHpPe2{>D5>U>=YYC+1QN+o0uaf9AKL{RhqJ5ER^@ZH8JUZ( zfLlg%+owF_u+A9*o30Y5qNEmkKWkKDO(c}~j9WEX(pg%;Z9q0crG#pCY7QqHAdabJ zNk&$%Qq+ZnF3ixOhy>Px$aJ}%!!>AAV-$|Q_+lc7opFo?(~Te_sXTvlE@C9UkY+Gw zNLgyhar03*h{(OR#lqd98=hc zkvqC=V2N94_QW9av12bUI%W|$0>)-V0o8A*1=k>_j!A+r&p{Vw*Sf?=>?U)BWZmpj zI6BH{@UDz?rpPARfR^1!M3Gb9@W*eLYN;hssB|M2X(J>h;T`fx|40>M*zj%@bWtTC z1}(l26if2I^b@CpNvWB9w640{TcOYqEj%itY}a~<#+;}$Vp8W+86uzrO|8qW#degz zY7!8>_L4}ZQI|+UxXS^p8C_Lz3_EOz57g6`zhQi6MI&oi=7^?!8?qWfF4~oObyyf#v~zdq zvheVNUD<-k^T(QI(?#qjM#n>ZNF^|t)QHn|+z4}Js{fa{*ft`iG)OUZwa%k<$=D%y zVOYV(jo3Ae;_phmVM#Sk&7gFP+=D!d;w zh>t>C6Jw6R{MVm;KX}CqHqhg{D2TS36 zoG^1XHV)!bY&98!gKaO9@~wiVGN+?@MJmxq4d%Bc-RHG|W;&ta;^?0&~2h9y{ z*tqzV%K`zF878BWiyS;kFTY3eJe>mi`rvY_h@z<+@eGvdNH3 z3{ij~8N`TdXM~GT0GUL7`2I*o2Q{Q|q-r;Eyd>g8n2i<0V@}l$3^L6Nr&))E=!teq z2r;&D86u+Nvqi+>)s**hHxA}=CmhZCB6-eOm~LtbYfdQ(2S(x-{lKGszaImjf)R5-2jH z4di1_*w&NMfn`%VmGI3ksAa8DoL5Pt&`K0`4Yms)Yc9ZN)Cs1QCz~vJp<@Q8?z-Rr z0Z^*YMJ*@&N7y`&l}Y3nja}P7rZK`~k5s@b?f^CaLz5zWhE$T3A=v0`qqj_>Kq#qZ zC;>ckOCSiU4vMcMsiqed$Vy^W)oWMEQ54|M2ZPK21M;DZo$SDyu%Jbj?d#Q*&gs9M zv;fya0^DGFAtjYzrNG&49pAL8;eBU%wLA%ug47lTv+3mwLL!nA zH>AnRhU1szp1^TmZQD&fQm{Ir06H0IXsse8;0%!?(RQow6I^#{WV6yOaZ$SMoK+dr zVDX10jJ{etbTsX+JEW9>iyDL*ZKzJrS7Wmpka8WvuH(5=cj2-xR>_G9gT2I)*;QwS zyFQ9%B}g%O1U0fs{RS7(nX!@192SsAnkSY1{e|*$9J1mKh{ABM#`o1QbE%@BCI)CH zFp85K#NS5~FlQCJDjJ78L_&q08=;_-0km!zCHDFpD_|w63@6!}vANX}5q$sWGDh&g zaX;V@VIAWW)^H_ZAtiFzq#cgMeeCyE1kUR-(WeaMQype2dWqq6IzfhYlvJXN?Rp{< zyEnP!;o1QyAKz1;d2_)ao2sD_I?;UrD#wI28ZC+s#h@ab;eM=DJhoTL0{@6(o9U#d zoY^I79Rer={_bz`R`)$plq_W*Q>Ou2L;L8sBT3W`5Zbbil$x6>^aZHH)6y~_o!wi+ zb9<|-z;XGeuAU|YzU0(ElV7}Zrv>Z=e?KHyD#{@>0_BAdHiATVhAvDy7uepg692U< zsSJ|#7Pl(~l~=)EOmsMfz}C4uF0K2Fl=6!N*g()UT8?BoK9T)>ighWy0N$sUAo3KA zHyM|xW%*Jy6s3_Jg<}X=L;_+bJ^t=Q1*w75aCSWWMTw>90*n$Lj{K-T@=^0GWdw$? zNjg~CIx_e^6Bwnk70tl_Zc%WRp@454Qr_iA%px@+(ZWDJfG;CAX@To`5;&sW*k4EW z-cdr564+Xxs@dW;dS#IY?+nWl!_eLVx%#@zHI$Q-`dUw2 zepI)vAX(Zz9VeI_yXvm0wv91`eTx<_l9@S_&TB61KyM9Wn0rMO0wGf1c}Xme1Ps?` z-OyGgP0H%b*uvhdsc;ObSQ_OhE&YN3|JH32IiFQM6pgtDH<9-;P~)&;w!}a>h)uza zzGRZabYcPVa_^ddO;Az5xB_Rz2*xJIv1?^COy}|aUJ~PR@7Phfrp5CxS*x|ol|n^i<2$x_4P2r? zIpC+ejcKVJuiz}QRj_UG7;gP9vlO}(I@k;&I?O$oNN%XI7d;0GAi_VoW%&&Yf?Eob z5Rz~;ZM#8BmgaKN$Lrp(d7?r9!(+urFpD)SP2GSvS_xK-k&UtVVU!B1JyTbY!xxZZ zk5TdI()(<$Do9Sve+dF9Qvpi z5RJxHvO~e}Ke&$#S$|E$Dgr-Qx?#-kiKy%#DV?0UV@2?l**mgf!jqr4z?cGwsXyG8 zIFu-ZOke>cHp5nwStu!b7hY<2rO*1;nY5Yi7)zGq7MqO!^E)g8wSmA%9_6PQDwQT! z6k3ot?4-6+mDBDKNUXXWCMei7Hw?{?;HL+sTLon-&=?Zgpb*m3()VM^SCk{3_zqWf zK|%|{ch*u9ga6D2m)=2vQS}_&s?Syhb9Dtu zYP;KzQbh$KA7;t4@E)kLG3E0QsHeQMH@Xy_g3S!N5vj} zuQ{>ygjyq(=|Y}ivZK};%-7v$h(KIwbQ%kGUC&ew)GNaS;VT!80{Ah2jVFlJUJ|xS zFOC63Rh{{y0+OuGvR2ZvAwQB2Skk9n2V^N)y?A8w$C4^X)wkM_>#g}+M8b^-+*M8v z?GS`>})D0PuKvZ3|ZJltbiELs&)}rC} zw;d>O2!3V|i`8z+{fJJ>6$ag>wrV(8gd5f}-B>8>wVn3uh1M=F3(*Wp2I8eY+v=9l z!W$U~wWR0WR#C;on?Mz|WAO4;{3qF~{hMDHDI|amSSd@fe*T4V0!G)qnD-;Az@d1} z$eDs~9~BvmscINrcHN_<2MjFaGN+R2V5Gig+W zfd{D4TryWgs-ejW+bhrnEV6JXxhrYiZ=pjmeN?oMX@?+}0#R*yxS*I z>tloIJcWZu)B*8Mx^8#yCTZI+U-p$-SS-D$GA-Xd=~UA@$!Halt*Gq> zp>Ut}W@virfn~=c*Nsq*fSg>S@O!87A^Pi0M5UDTM2%2(S7_DPSZ5zoZqMq4Wq%lB)UQgCbD$`kjFqagpFWq}7*i^IeH|Ll4g)cFLPdY!v z0v-!dZ;%x9-Y&b_}oB>yN^*JAU z>qAuxL3>g;aW6JW`AW5HYh|o;MpzSlL^ULg!SQ@bLg5Kf1v<8b!)+>mpT3czUJg^|;w;W@Q#yW?X;`}i%3+c8($ z*}L=83A$DWWns$S{)Loyhgk`1Y-SveU>HqMHH7s=YvKy6!}5F0ma0HyA8$aJYwi7w z)90LsZL}q(Q(cS14w@OA2onO=w8JTH0CKQm-}px$3^dp4cWGG=XK|fxXJkqvj`NyN zkraerN8D)~gapY!GJ0cSntUXR**B^eM0Jf_%Ps>%;q@niK)@!fK!rnBrAr(E*e*dV z;}p)04AkK@{sv+`wLM8UqO*Y8wHl}-H%|#j;m~CQ!KCF6HH-llw~Cs3JWjN1y|$?k zn+>_Qb{H_knwwt;J0_`XN`>0q{J~7nIgT5pl9gS$gZYXYlPq|#A-u*CKpE20Tj;zM zV9cBeb+=3Z@2!SinYLWWNes95|=tn&L~cf(65AhObp*65;1j6>8PWdF#So5{dIg3*Qb`NBFr)m zSNhHvp%#F5HNPkmPwD@_D2~6`V5js;5*Ilql@@c5wzH!8oSDEjg1*pwq!@e(0_h_A zuZW;&d|R(B>CRQi66#r1lk=m+(x9;Hu(xBG4P66-o}8p_k=n}+yrzMf!INY~1tQA{ z&UsUU^SY1r)vi0UmEZtTwkX>>=2!GOXwU~kn@iV#FjX|D64%XNpM}@fIbi;K!o3=c z&h{{(GNG;R&MyJwF{ZLWMApZEY%u{Vb0tn6N{@P~Uy#qhOuk5pT|w5m1VFyI@)3Ut zK+wQLoS*80M0jnDC6ecl9>e0XJiGyF2^a`FI#HZ-MVX*z@0CV@UXhVyUOfduFz0F= zWV>x-%jkyDxQMR8lYS5`=+wxnU115`Hg4ID54KT5g2O~a%r4Nb$aJ>^nNj~$>*|Fj z6lzFOxV()jC~%wS(S<=5x@2^ZW$#lBNmKCJ*4byj4bq>aZ~6qwhRJ}`7^~%`Yhc!v z9JO&;h_)5?)21kwz){#s=^&lTR!{rnnChrb9UT*F4}OALnoV8ap4pc@Wi%mUjd@w; z20iMDj4AHgd-_m!)YxplfFqdKKhC9#|2z-!4=Y9*QP;)Dxv$7D*>G zRiyVwRi5e&JVZ@{o8AVJKH%N}4$4Rz9@KJS>^_ykSu{7)5e)GMe65B!vucsu1Kie# zlTN|Ye8UW;N8Lwv*cY~|@E}yAn_XWSyfe2ouGfov2Gya}Bl=~j+)1p#$?^tzASgNp zLdZTC;Dg{LNw2V%Kc&(%wp!T*EP%vn>1oLBoJhe)0O1qq@XMDcw52#e=iLx@o3|eo z0&J0D)d{nAaD!I_1wmu)Gu?fJn(GqNnIE((?`;0D z9x4BFfM+<b`**%sFVrUVz|05n-smkHoB!+;T_V86KvW-=U{9t zB@#)aX%ybv2@~KoZmjdp4~E4(U8{)QdL{9J-=vdN8EMmOaXm>ao^@0Oc(@-{^MqH8 z>nRQxKy^t2H}`o}9o9Gq%sM%7QLmmt9%5r1+r1iqoOY3}Q^c)%om4)RVIZ|nR_FK> zs;3rowi36hOf5jP zstL80++P6zCPf@C+MyHA29oKvDvGLHZW1PmgmOKg$cvbH7H1X^GO z58Me{cEkiq=@|*$0NCbJ|CV6ZCcE@qH57*K3_&huNDq#hf?5nfLF{~|BfT0F`KC)q z>^NN-HLlw?`)Q}RRxrU~yfT5^n96G*%7}#ngyT&kgaMkGD9)^>Pa*BYVT{}0bA>cjZB-G0OtV>Ja1J*^ z0{vxhvwp_p#=*y}QLJ>hVc0%+s=4G{aj3Nd4NWHr09kwoChqtUy+Z6l#YlGV@MW+K z{iUZ+YPytuqiLT0=RlE^ERL!(vPUjuGq2kNht;e!3{60TRn!xP?p}Vm3U5;=U`Q{4 zREb$A80l7RQt@y8iVK&8t>97h@l!`(+ep)=&30Th3dm^cut;|cAF zI+pL7w$cJSn9xXL3e{zTN^|-|O^3~Z-wv3kPc(LdfC_|L6pqRzFp?1UmQYV3c8@V? z&`E~6UXrm!O)&eP?(7d>xpS43+bjSo7)qM2FwOxO01X;Hh?dVxA}GLzXx%gJ+bZ;a ztAPy)E}5eFZK8WRT$dDKerpvsfT^y#S9k-m2#-ka>tf({S$5(o!$8SQj=+PyW8Ura2p#Rxfhq_BOVvrv+>+8xk*Qc`>PW9} z5T35!DKoRaPDN{F)QrF0E2=2Dz()cDY0AW%gU5lp?J%`SVi*ga-T4DU2&}}UHe6ak z3r@p&B?`Z6#fkOhYXs?-5E5Hh;WjeVuc6{sgFr&3`=EOt3$huX6O$(U-3ZzP+zego z(2x(y??`lU;adO6n}MKEVY zRVc?Z$OX;CFM;&0pO@eE75aMCFv7rpg-?>^N#b4Ack?4k0*{sndQ+_oCYal@2k-}$ za1meIwW@SCs}zo%TLpUcqUm||RaNrDmJlD?@=>tE9LPabBLJf?c%Y#%O11z6s|()7 zEKJUW;UK|LxCvI!iV!xD$d?}$(ibmxpbkrjOkSKCJOf5-fLla1+xUs&VYg_s4^PY- z2@x_1?T+pU8+;Y`qfMjwanSnYIw{e=;-<(L0a&xxp)v$zZ*MC7o=sCzZ2eb}hbh;o z@9dYj)OW>tBJ%aq!AS0Nd7>0qD5T>Rn zH(QI2pf3}7JIvz~{-{Gj;L`6(OmR=>5{rtixVl8>l#(LE z^oKw~oToW48efD3jUq?QyGt+~K5N$P+|8TRL-UwYx#M-nniS5(NhVaZr z{D>JCA&^YSra!FugDU~K20&o{>dL;kC299-1V8gIygY^i5zG?-Y7eAXWbHLAdc~G! zD~R!(M94l(yOmCNSjwY#ihU_xt-tyYn}xkFgI%6&LjGhh#3>=h6YCdj@pZU9iXbJE zt;|?6d(xUnlmr^rn83KH?K7KKtUhQa;8EjeF)&btUKA`5}Te+lJ7NR)trtakEC zq5X2C$`1gh5Lq9Bk0=hhPk?b>cSIu8C?&ueAXEG5eg)SWzO&X!T|lScB#Y>Twl7Pe zR|Gmq$_tW8ywDB7t4Wz7axc=cCXK!&*4*g~D*q{KRSEdsNcB<_&du)$#;8ogqIh_! zP&a??LG4{3SydAQqE@rjBZ*ir%p#7t-cYB^fPBWtA*pEb9o=uNsY7lJCX@uPJZDWQ z5KPZ*G08pyNo6pAk^#GFB|L?z=AX>zSZRB0Ti&k;|Ls>$v07IO5Km+2=JF3RtxZ%J z5R|Q$K4MdXyEfIMU>So@ZIw+8706BW?FOHK7FmV?KV(KY2~j4vV9t6}W`~BavPF^E zxIz&^Sziq)Op1z1^$r{p?{VXF?xb^L+FKL*WR%iRNi2=5v5>chQY>z*AT0hWFl~_&$b)v zfVV7?(R7s9<0_k^K&Jg;7aJKnrR!)^l;$E{EY(av8YR4?N_Q z$n`{$A%Vz}2zr89NQY{7Lql{n4kt4&_$|W@l`W$fh5)MzmSwdUd>^nGphMf7OjCblsC> zG<26GYZp#Ov!%F-ASyRX6@&*I3s*ktgwX;lPimys;KxUf(26^3iFv7Zs!4>Za~*?? zu>>z-P1sgIW+i_um3zU$^N2PBa+8y+6G~d+c_I#1qz=rGZ+wYk82m(z;UPQ%WsobA z*oWK{L9i0lZX}^0iW6g_N3*Ri&k%A`V}QbCCG3go;dg$|-*nLSo&eGDnI{IpwJR^8 zo|7z_-lGUgF;OsMhRr4yR8yJ^ z{;NJZK{DGRjGn6%M3m+Jv2ZYni)eTns3RJm4ALdJ6fAUllnSJkLc-*1T(6+1^OKH% zWbY`|Yy*dMe@H4*1c`@ct7T2YciiW51qdGH zzmPVN_$XTLY6yO%dleZ`2)n|12C=i8|d0dwbY5}<9t6QG-{B9_)Q zYQ;fdTZ^O&9b@1^Lah}_$y|9O`WNMb4{4w7 zkj2ezD^z(>sj~Xfy@XQ7LJOfl2Y3dTrJf>~38e`y&}G>AicsgsftrQ$V_TQTeJ?OI z4ea+RS%)l3YJKJ%eAm3FcB;qPo;Hy;Nn_wHs2EtmpUz8F3bkR5pR~+DLb!vKK4&|Y zNr$4HK+=ABq=3h?fSO{VoH9p3Aww9MFI%MH$|bgjP#Y(bE<82oJP!yfM3OnxP3*1v zH5uo@RQuH&aBfHhl<&qsXTJkb+l?4Dhi-$YmQ`ei+N~*<5!tD$h@E!9L30cw*ZP+;zK?qH5Em4P9lY14df@RPiK~}vZj!CqAsl(%f!rsotofFk0q%Zq363hPG+Bam!<6_&(YJt5H(`zq0z}!fy@(%4ZgNHR z4!D@Oe-tJdB_l1}NK!!T+Edp6tO-^uhK$F4dlcsvXQ$pUZ{2Hnrj=DiKMf)d_`feO`UZz_IKqbAAy4;42bvybnz~>1Qf=q!B!KFl<0}m55{w3$bc_5>tDd^qF z&D_$q1se?@?+Jql%6f}B5w8H9nKlUBhje8%W*}c686>UHI0DroFWSl>#)t(J{5BbL zO*~;+XmF2Yl|j=xJ51{>QCgd)gNv!ZYUx9i3{FzNHk9>Pv#!8hprfw|0YILUP}&QL zcwx#%E7P-A{4G9VD}9SfPmJ9?*64d z5+G^oS+5n8@RA)5>o(qm-at-z=X{N8fZJUm%&QpjvIlaA+w>w5pE$tYqYqLt`5@gt zO?%({VF&MRjh$l`ShYuBa~{rQC4m2Vy*L4EVi=5Dc@0;@gH;obO=qqEqW*#x!(~rw zx^ENJ7sQb~@rh`3ePWGw!IkRDj>w+1&qEjqBMJhs)FzZqr=Fdmnc#W{YvE(e#TkaQ z#d`dWwZIUX2V2fMSRpI|;(#QhrkYX7SfIFV=n_g-QhR3^+XY|({nk`B70?$9GDB8@ z&KZaDSn}#6CBR8O$Q*>L{AxH(T|?uPI_s=+z6)OYFImvYRlNagn&<57sq~KecOwGbiUC=5)Sd z7d{2)#YVag5cggpNQK9~$3Lay70bTFE5ku#LcoGP!dV|lY`XMOqro#+>grzuW0fg3 z!T>p|STYS)CJyjBzb)^hV3{nsIW+@u5cKR=8m%~@naM<*TdpB0S#f>PguL*@7@mSA z6MPDtTdhzh?7Ne4hMRyO;p>N3YZAW|1$VU|vcZ5JMEM1`p%mnG$O@FgVYeih7FeFf zP?M3xD3m>L$DmtdEQ@_@-zSQEK-g7hV@q>EA2zYj(MyURb0t1URSP_oMcqqtKY=~k zuv4_eH@DNi^~cIjxgUpPLs^NOL}Emz2y0v5zY7ykBr;m8z#sb}?CA9_ooq<=rkdD^ zCZ&x*L%YU;6oMx+%OeOS%>=XnG59u)gC_<`{65D))F`}}ZSNF7#jcaH24^D1cD=Mv z2LCXXlG&#~4DiK?WK;ylBi5)95&ZJuswU==(jPNaQqF9}Z!o0+s%rH~;uuMwv~5)r z{JQ)&*;?`)rP5~bQCS9PZxQ0Uvj=REEus`$P%|UI0{Z(x0qB5;Y^g7MR|FxGWKIX= zJXVp-DzI_eWMQJ};7gQ-dM$7AtsvLRFQ0hLf{Vj0zEU)0Bi@DQY%KBm{AO)(*^O8F+{Kj%oKvRd~ z&?mC1al~WV1KxZkUOC2?pePsH}YO z%rkZj1{&jmbt28*v?8l7oTw_TIsy{eRRlP9K8tM!#-YdTxLip6mH{$;a6~b$4eWTu z@8bEVB@06#i|9L5K?WGutq^3%QE0L;dw@_zgT0s6S-301KvD&59|{0x2^_8m16IWE zp)*ses=I|K3@~~9fO3ZR&HA0zd)jH{9kW}Cd7CQDuwds8K`qVgu$$%F8aL(v2Dw&R zHi;N}!s`Lx+}JINUI|i;k9Q*uwa6p>w{YlINI^5L_W~p_qy_2o7U{^T^yCPmt#4P$ z#9b`%DsFd2q(F)uCEJ3nynO2xoWIK!Y@+Ridm;c<2>gGpE~pkjC3;#Pm1a=!hJ#}E zv?3eiXTh(xxRZ(GK3q?8zN5D64D#e%z{Jf9Dr8P1s?D*%Ni*_bl1eu)DV-s>C*H?C ziklWG?O90gQ+H7XseCzhQ~rgXWXr6lVeleg_tq>8m1~udnVn4TgV4463gOY!UDYO8 z8vNApn2xK&d_8NmGJ0w`^|9JP9JUo<#Zk{(rtO-%Tu;G_D%>N4y_?uJmz7hg8X}O} zNIYVzCGuW17}X`p)@a!XZO^h3nb6@Q0uBK9QnggZ=1C0%>(Gx=@J?d$_B!wCWxuZ? z*hdtIIGT#b$!fI1CHST4v;dGp%(qG?od9?uum|s!KLk zGNgeL#Y-a&QNuD)(p2#XG+tfw0E2~aEOpufD<=ykO}^{4U8B;+!8wq)j=7<`zau~d z#M(IMku=)%CE-;vGEwJ?%ve~+G=Zcy^4AVwcsDsn0%7$^3=1P5ZB_>x4TaRXGqUgf z4mRo%WNsUgg=rzOMv1Mj6Mv#6eV|%>zse18@pJ{fcC=x@)9t@yc!I_i!c+XMwSjrm zQG+fU9<4I9o$5)@xT6%X36%8U(WmL#AX-cVOB5$UH+yvHP$z(RM*c6@Jo4d^QXXxu zsCbQqK&dO9uggz15&uBDB?$;SP2-YV(aEk)bSbO8Y6I1-aSZU%=XK9q7*hdYtQ-w( z<_@r{e4@gNO3@!UvSCD~1gt-iJn>Owr!$ZJj_WE8v%`5yd}L7^F-aMK^Vh}T*+>EN zGr_($mf#R6%P<}8D4sSYR#Gq(D05+Tur{&YHna^~FUX`pAtFexGGSW)p6gI+pKSM> zD*RX)=@`lyq23UE^=ub8yee62j;olVu|Ye|ts%0W&Z64C|-4+sCuMzKz588F~vNVpstVFmmTy?dYp(3k+8a+(0$Sol1qEw`^R86GgB! z^Jgy!DCJ55z!tmi<{%wYmMNHwuy^VY$xlkY6Njx)9Y~d|IS&3>k?N)`#{66JUIP3a zPykd^b3m+Zik5s~!RGgA?ymJshF_6OBuICU;@k})!l#@{j^RGs%usZPS`y?%UZ0$A zz6_aVB~#NW6s)7pis#2C1&2Ian`ZI3gf~nq9yokqQYIvptNI|=J9d`>VuuxaJ2iGU z2o(ei%T+yLS6m-o>zw11pSXo_*gxH&8JK+sC$xi5*;|Htg=KLqAn6s zF$?K*6r)q|Ox5egRv42D^#fBCAa`{radNpYHW@#NO0G7OIu}P_fP$aCb4Cn!;q zB);XRv=t!=N#gfOjP1>PTT-`EGPKkdj*fExqt0Gs<=SFMlU9F0X{l^4V!AAo#y!q( z5gQ{`pK^xKG85@fY>HZ|T(!a>MY*T61>JG4_=F?_mH>Lks>l`#ijnIPI)&`4iE$wL zwjS1}-6}IN80$+H!X#At)To1kNDAUqM6rFAM?Dyx&xFL0N1aCM4U1qiBN*OS8@(xp zWvjC-llzZ4t*3`|qtuWOPvw51iPBK*Uzz!C=B#2buJkqJtkqH{O-zv!(0&9#3t2eAxx@JR3VpX8*bM`|P z6ui0-C-DklCWG0wRFy`PsX10Dz&z@5Sjgx}$8&H%9&jzPM`Lo%Q(MDg)<3|JaizD$ z+_v{b0TIL<`ucy(#pSxW&|S-vyaT5KQEpCTnvKFA&&<5y9hfHAGEN5(0lBSqni-Ah z0Q8P$p?-IsDuRfEcYFpKMSzSv{E2II!GYSzjfFUkC@L&qRKb?)FP#}h+t9B(h8h51 zLueWRPMZMeb&p;oFKsG(wG%KJ8P8v(N$CUtbzLxnIdU~nMdDcHqhXf;{wHG8oE=z( z2p~qJOTWPhmrM3^(ClwX+F$NTzV4XB$2_MhM_k6^1HEg`NZ(G^iHPkN%Ri?|cjw?W_j15T46M#I%-K z-eM>xmLO;hTUF??%E1iI7-f$%sF;fqh#!e!73RERD%C)yY=@9{UM-Hb78WdMSE+bb za%qO!334d z;PeH3DmhlcDP*~e39SVFX%ZI2nmR3U_{eJO1X)6TE(AMK%Z-vgl@RJY>39S!lj6_5`W# zD{$TIQP21XjbR3Pfc)ZIeX4mY)PO|{hw`eU*k#syI4Z%DY3fOoB5$~&{0PdO)iFtS z6gP??1R}$j(^fl;&KeRyBDK{{6!eNYDH7mQbq;8s#IL#8&^f;g8UPWCY(+G8t3?gf z?=|$6%@XFvPz*kD5!H}bz!+}GMp+$Aujk@y)e402BFjoUNV=FYE=@u`Memg7xdVAc zhk)hoKmPpgSW9!GH9@i%>8KtBwu2`1JIh)l=+eOmQchf(g=>hQT9c@hP|w#E4dV1D zR$}h#rtVd_)CBoC3%~}z6i@cK9ma|DsuRpA4ay?aoT>TRCWi#{6mMB2rp|iaNyiaV zP^+7*rosYh1r{f=q6Gy)#_(RKI*pqAs2WH)$W>I^Q~fT|sz6UX%QoI(H1W9(ALJr6 zdcInS)g~Y$8!^q=C!++>R=6{HgP6M3%?3dpYtP$d9ER+x@q zZG7K9Sw9!d&$i%%biep3Fj}!90DUD z_exEqSdU-0t6%M#V^cU8TA5~b--gq2i8nT8z*v?VZ+5_kGO2rQOZ4@fHtnu9n!5)7 z3X0HSLWHn>l$S|8sx)MXmwfrx9w(p{f>!D_#4IFX8a661ow06D;gF}*?z?3q`NaTa zB>{@7GYJPlQ|@kP0WRN~j43TN=n!-faeW(JvEcP_ElMYTDM@c9a!*5H0x2Rf+AvtR z^sd;!T~Es8jwE%8={=qVq7Ek_e!qtp7J z63H{P9Cw|p$YSlUgI_RyI|ER~Uw++X;;085vV1Es-XcS{0|thy9NHm^VCDD=IvhO6uPbkBhG@aXlMZCbo#G#5PR1>9U3N*js2Q&< z8)o~Xzk>!Ht_&lrrW`;~Eun0)2jlQ3KV@g(rdkB4K2%i3pgJ1DNAw+%SVxoEA7H_! zlkY`(j0Nf=d-wZ)q&T<)tT?b?Pz*~$=Z$7l8%MENRtqzLVV4+<>TWg+?Yd5BPl2S- z!~}+F!i&(xh=iO_X!eT0B_$VnT8~&sw+NwL_c5sVT@eIu@sI9_t$y0Iq~X2f^U+c4 z88|@x$W~d)4nEH8XupqU!c?1vE)?&M2^gyKckhI`w-1a+qFE8NZ}$RMmV%7(rdPa= z1B_<_&hf?SF}}&q7C8IB%@h)J-BJ1++BF=sMoVGxJyB)|z1KQLb z7-0G8pByIx{G{c8wwf8F0PJ_CCyPLxu0|FB{^UtIT4uHrF;pV&4rbtnkrUL=8}6;qT5AiUpNRHYt>e#l{u2Uce+YiwxD8{dM(g=MoHXJi$3p zhk3ko#{}>=FEX#^%wj0+k_ic9a^VC3ONKFst?p+MgaS}u5>g43o6b8zehpjDXP}%$ z;Q$vh(9g*qtYEhU{A(XNh(I@3sXl6igN}l92s;enJk&XsyfBb9`2O8Bng>?5B1kk5 zpnVByt%y3)IHJ)CnKBy{o=P(YWb4(quq0!KD(nH+}Ehv|iS0_c$ z;)Z>==t}z5ln`62Y3#nsvH%6~Eq8iHNvwI`;F3S%V60@_GN@Q-;F=s1&P(Gu&Pp&~ zK9hUfeZ#PgzwMd;*3>X&HYNd`|BnF!Mt_bH6MR0m0W>kuJY^9|&lcc;_t@1kcpMQd z?J8@HJW7&gVVf3FOl>lK9i*lD48cqo8pJ~MpI*T`jXgq8W zT&~E7oHe!707jMglZhHfICkvZN3PG4Z%hZ7WJq(D!77brwYwJ9<4G%3qSL#~k%PNo zD9s?OpJRBGJ7voTt$T;ZGRiWvWe5_ae8>k`>(GDF zNpk<__0U!`p&+2Ds&T5c=!1Ux!g$fEEVb#?{J`~nX{G=bSe>GEELs_{R<=tkB{ptP zD_7RrwYH4aXRO2;Qw#dgs!*y48n`HSq#*SHXR)(E;Fv0E{S4?Mg^?l_Ers(}41Jc) zS$9M2xNb`0o#vKy5arIDgnTw^BfOy=6xuLVZ4>AUR4Ky*vCUwL+xDsMb9fDQ*slvA zT}UWz(wI<|eGZt|nEw`0#|n`&Aunrn5qFUTQAm`vGY{@2gXQ3*sF@-KgR{|O3=10Q zw_#xb3&`L2Sf@`_b%hN-SnM9-R6fKna#63doT%5=d_*Eea3gEKt*uKc-9&9~K{kk{ zKNOy8j+7nEk>maD$1#x&s+oq-qYWSs9KFU=lP(KdjuC7@6oK!aNVZO@RCehGioF6- z6u&aZ5|6Yi6+U8qW3S(|ab+*%GO1>^$4UJNX?DQ)&%cm>!8@#BFZC+xu&CTjr&JjZ z!8(HkYO;{(yto6vE&>P~aSUi`Nr~L5YTzs*t+-eQ%&?BjvX)br5H+Vdgsy|>VkBQ! zE-z+2?HzNexg~pF)-sT#a1Je2s5g`IocUa+5KS!@&+@Sp9g%RvO`HZ66X4Qz8m6^% z$-tWJ6CRj{+@cwRqJBjsuc6tC3~xSrs{-0Jm?_MrplGLmSN3Z z=awRP!{jsUI~pLz{W1||#RpIl9sf=M>RRf_K%&xfAzDg_U}ewP8yFO;YRGs!P)}4M z0nkY|3@s>_7HisdGcy%QrfH?AWG2ZBJ|U_)%f4^ebNa7P1>Pd|v z9Av1P$5*W4i2|ci6cA!bGWd{3=o{oqH|#^Pa_9jDYic}U8UGP_qCy#NWHu@)YT7!x z@I>B53cF;Ytsh-7tOzh1`b^a*P~>uAvhu>sd2@FX2TW`c?!~MGn(fLRAS3aZf@D;x zZw#eE_kg5DcMjuFSK*=5=D#DjX?$HyFgabKg08&9g7xF7^EwsahrZLD5^sX0Ku7+l z@=U4?upaaxt}PF(^1UJkJmQ@qyR;CA7`P)I@dfNWfqfnNi2(%lv{_WK zRjkt61u!JEWy!=^n}tEya3}Zyw(SFR@nWaAPJ!+X=ZS(X{lh4I!$+J6;tEXL;sS&Q zt_gTX#A{YE1p`tNi_V73t59|@^ih~PNs^rW4ht^!BOW>%Yw*d(sc236g}j>t)z`yJpmx!LN6^fI$bJ|_yqRFXT& zV<;Fe(x%n~)x%QC{lg z$9>CTA1DGXNSXHO;Gy&IdKZgy>@nl>aUmP9YVr)N7j$r|+-h&fcPlDkjU^{@jINOB zbaC*kV>@}$P;ADB9q@qi{c8_%5tzx8c{tCO4<_&-O+~9jFSykQ<d&$ zCqY9k64G0;bs;LnI%h7-;H}y^UGJlXK@ASd9;reZmfLVkiN(P0#MWw|m_c@IS|(t9 zr99fJ>{znG9DD1o9K*KL#Q}Z7Ly_(kTVlfU1Hpn>9`P~IaX#FEddH!aT(qCtAgmUA z4(fIT0-Pbme?#SPO|W&VPZV!C!~XG8Q; z>>r9iIf2wj)l7M)DSPK1v5jpM4l3Yz7ST*m2MyxWhipR`WNZ+lRrI6_B@kEi!jMT@ zQXWmxLP7y>;hpkJR83^kpfx!ZQ5Q7kwtRp>6PN)QPXO45NULLnrKHEpvt$l6Sst~) zdEdC=BT2-HcJ0rV5c#F2lx&N=&|a>@0wB}%$4W-uDd4q%e(tw>@~wQ}-PH=KMI<7L2MXMO+*BFA9R(f!_7~N*$c~GYV1#soffZN zAiH9pZNsx@60-rA86>qCQ{w`Q~6Ep<6VtT7t(GkEq zqf$sirP|NVQ4b945@f4=Y%+ByGL-D(EzyuEyQ8cQaX8qzNUK82n0gd^etz?|T#Lu* zd8Y+v6GU`^RH~POYLF}w=mcd)48WV^v47%s1A(Vvx{D`Jb5CHZmKI?7AXiF$tK$p* zmr;+}LzNnF^+BK*NjmsB8qlS4?W89~* z2q;=q9UA(!j#%?kyTxpBhI6z)341!1>c+K*U6_zpqY>Xfe#&Zl?;ZmrzVexPt%9m* z9Uf$Bs?r4Onz_0y))&>Nk>aU_jPWpx-dHih9wmPv(KSqQTj9fugfV!lxQSUG-nKga zF|CNG(#4a+9PTKTxbXBb?h$998MjV1wsYNqMJ8wM+zy36V*oZp6KcXyXK!@@r98Hl?;rWIEG_m-#+9gOe1V&$az`a#%L{s*QZ)Ze^kq)rWaRJbI3UWgiIWT zVVsB^5VCu*FdmVVudH=5CB1V6*CZa)ssUY-my$jfKPsL$Sfm7SwI`_MOsbT0Uc(Xc zAwbi9r$BV3ukT!r!zcrHD?)+Gedgdc1R**#7zD~keIdLYGP_7;xCog>I9sSSl)D|O za)bvo)dV3M#UpYrhm4-sHVd_28Io)vGj;ik6MpPg)y}fj#NiZ;q{E>>u(YhfJ)(6;wMKzmYAuLd@TPkL>vs|SOy5ll&m)_e6*vYp7Uh`=^()l0}C{z-08R4;+ zcsMafG9%ZwM5&^$5QsvF<63n!zq0^jKWd%6BP}}itxT@pRKnA&?6p_&q1_>Mjph%J zpLB32EvucSyrD63m~JN33q18mumOQwEl@g4?U*dgVYS&?IMgs`LNR3IVpmJJh(!`) ztbD_$1nclhn$@3pMPh`FhRK`0*08V=+}2Q_C1wdJGDT&>KG@r?^qOEo(`>w6`KPAp{~K&I;>fP>YYZ zw>KSnMvf2^IFY)igh1nQ$3&(1YUM?^hWtHp7E(tWdXD@9LDUFym-f$*Yd)I;eH`>`R50l&Vu;c&yzP8Q!TS{Fr%= zLU}9%@=Sr?Qo?{o3TgP2u7s9tB)~^v|`&x`UrbIuv7dH|;+ljQq6GWJLvF{Uh zv}A-GK|C=XQDn*N5BoAeKGlV}nSfJWmFyEbl+JOaezBFBAZ!6lSabl!xP(l>4T2Yt zP%!DmYE0Oo1w^Rr`VYfjR~B(w?+_yWpQt-atR%OADEi;4ahGb+{x{}x1AKOmQYw>4 z0)apPS?I%#gqoNrqjO|e-9HVZ)_uxlN4dP;6HA*x;SDjZ0`w;kQ8khH4s@X?V2>{)q*M_YTL zXIP0cCI8bc0rO#Xuxk7s8CDR6`h2tIZ{pt*K5z^>t7uGF%bqZGyHNl6oBw zNFde}S`}9-`*n$`ja=i%?x{P=1}$8?57K^!IY==6;=}H00m2|=ZdYQYt5$7KX(hrK zq$D9+q`w4pj|n_^Ih}(X(ph2%mB_Q80wMZFX3n5#>e?*Hf{{_tib&!MJeQ~fLq@fF zyf)}-JbHdkeO`T}l4OpdA?x~`r z3c!=>GJHnfa@R_1(|41}*Ja}cdGLuJ3y~7nMHPKK$zmd-Q(+UrTJ$oT{81UJG69F` zgXDtzRcEH9)_k-8rXx4zHV#r8D74eqF{+H6R4!ufU?Y-1bhjZI5fNu-7tI_Cy*Ya&%)l@)4|AU{5FPb$F6+aeU-gAG!aR`fi?C)aFjoTQx6 zbrX-n2*!mQG=fybZa_k+7*}$}Ay+BNdeDqMnE_sz%3TQ7O+~w^J*QBaWSHDuk=)ye zL%g6LCXounE_F!Oq%}MxoUIN|mCKI}=W`|e;k^B7;;5ed!NsWzn+`tA^jmqI~oMuC=Wo3AzhIz>s|D=lx3_H+fPEnN#<@p3b&sn#eZm3x3@6SZPuavM@Kw{iI zQm<9mVyW%0&`~g;4*vm!@_BQzfL@-I5=00G2XrD<{0fQ?Aw+rBBMI4!Q~RLKp|ZGb z_$CB?QnaM%pBksFO^LukcqJ@aF4hqo?ca^j=BMfujjuAf|284hIN7Oy;N3nCIB z_ofDt>jg!foBXiXYjU>3Zla*%LN=v=~U?~uLVK?0yXeXw&I95rr1dkf8{;9YpVq(PX7cf8e(NcXT-TD*4i zm1G4}#erH4B}5`1fGo&*co`kG;Uo4WaXkssQQqipVBkLcg9Vcmcz{!QheElwE;@uk z>Oi^uwzc8Tay-gnLaU`#iDM%o*GM;MBD9v1cf$7*kbLPu{Y&X)R0kDRLIjk2XO`=( z$+EyYSNiikwTPy z{^05kn2Bp<5ZAq(6}+c@iB5`voZx6C?a3r!ZqjlA?vZOqqWeHVL`TwSHIZb?kdc+S zRUu;kv6}RxLoA?3#|2eRhTrPk$4#(U5YZ#`Mt-qANZFZSISx7$i>CI2uN5=Zpt1&< z(wLGwZh~waA;i{KyiPbeDprKHz`5+e7R9b0!zpDVm`xjZKtNVI!p2i6F9{1S=OAgS zW=y;3e#qA7mjiWPsI5Dnj2Oh4Fj9npHNk-GL`EDUn%3g!Td4|#U+H321a}8`$l=TJ zVS!C8|I#q^p%|(ncM~U;&K18ZP~x+iM1n&n?Hh)(6UzW#jY-PE-jl0ep&X=e%da;k;GhrGWppek5CWVAL z;Q(JPK^8XUL!vfGUCd=kSv8Xinzg#1_7bier~~O5A6;`s*pV_I2&+pQRq*hJHPPpq zAws|ncQANh+(+&8mc0-e{AzLVkAk@$m*3%E^+)CPLl~q*&>Bv7s zdRMBsC6ii$=qUq9G0-Bw%;U8hDdPU-P|<9qps(uYRxeEI z|5u`wRGG0)Jp?(!)Ig3l!hGYZtE6tShvqD=;BAA6{UmrLOTGbPa+ruG2x5&&6W-8usF_OQ~#vqm%vUs|*gH1bMCUT4CFJ@gDh!qXkC}H6odpAd?W6!e|K$ zef!pHFIb6Ew?dv{$25A!@q^b`RcY4@X%6H-MRmBS{A6m3Tsud1viXH>S5O4uK?w5$ zlTra#Q#@X^BoR$HggBcw7D|p8lV;xQZ;R)0vt#)j;O8Mg4W87 znSulA^dhLypJfSa3<5KW-0O$3Iq+J(w0Z})x*yZw57}}`p0$~x?V36~MV&O>;j)!G zJm&S31DjeC`=lmJC>>p&qUv_zl+6`#yn`5J0iWOxYjsL0i!3$M*CeSSX_EEqYQD-W zgrc+nLtUssX+M#V*4~j^xstc^;KZE?da_bJ=>iz*NWd0sAnYcw`as?6nujg_6kxlJ zN+hWbbEUScS=5!aasWN4511a}S9jRfn@|mU1M<}M5D?`2)czr zGTH?)M@Y3^DPlq+tc9jKD!5MU4Qb@^T31%jm73xwDw z=92PIjmzd-TOr@l#Qv@J$z4o{`!UP}c30SchxvGrE4w01lL2s7Hf&(7F|o7=p2*7h zGk3ve1<6DUy~ynK&pe)H!^r*WiNsfdJ0>e&0Z+0*|DBXkK_n$J zwoiJkXzI8Uj;iNqIo%v^f(a2hpgDK&Ofyu&8sP@t2a8MyyM(n~SpA67rE$LObrz9c zOu5re7t!@t__cPUSaj3M(u#?Wipf&&LH78HbpZ}1ni1phKgjsLopZo95$$x@mxo!> zH`*zwh?GS}vh3P9E2>TiUa6V@`Do#NOW&Zr`j~2#VG_%-4d^7%PYfz&?YpGcU(2_@3r?!dA7fIq@ zT~E^e{8M^H2`Nsam`#m6HaBNVVc5`RXL?BwgRH@mQ`By#B#JwkgXr{|tNOs z9gwY?EJTGP61gV|=p={7Oxr!6hPoJw zDLTb~UNa!%d0R@%Lv=8BfB^m9MqhgiRmOc$E!kdP~GLafx}5h z0`gYN^I|TxMj zgpQD7Xj;agY}%2CRS~L}k*}PIm)%p#O@?fz!ipD!N)BeFei%X6+|c!T>k%1xHzm%~ zI24NIO;3Xq5EF@#)7@kcC}D+;QS32Vvu>mrcVKs8Cr<#xL!O@sv~ID}fdIU_Ej$D% zCdmlF0;cmxX)~Z9rkVoLJHVSCw(7%?+*S?EWtD%G16?DMQ^vd?tHdxaY49*hbOsrj z$!pZG*i(8}P-THsA%l1onC@_Lg=b*0#3DaPupBCF_2nr~DQ3hb4WLuAqZXaIaC>zH zPA|$>Cqd64O8>14%-aw_!y@lsL$j-g$lhSQPL9;VKx|jA!;!8kN8<|!^TJSM^3>!C z1rpK(Av5_1W*U+wkdOyijhNby+^P7~EX|z!PKh3Yud&wr%uIi4+;5{(Nk)66+(2s+is66+PU zItxjSL{pU3T{;89N@)`F-6bs|dZ!Rb8@s9aXyB^U(}HPW*jn9khov&Hyb$$vsLsEoktsaprEw42qQ+LWzS~USOmw1#K%(3WH z)TBCKZ^2*Ls&^?Kug@$$5SJDu_kB+7bgr*HdgY;FT=KpK_M^i~+X}L2qxhlBpwWyOh+&rezc8 z?GiU7mdp&kjyGYjI>DR+%>7#4&g;l{2~z}Egvl!C22&>QS=)TmMrI_nUaiwU7xn8q zC1O#L);D2^R$99CGrzx-adPBH69Z@=iB{{vW%&rEu~z3zNO5b+Bj}PX<&q*0Wm;0* zI+$o2uWC0E{VF$XB@7T)&8p--liuk;l0mFX$x2jF5gt%q73^dxMzhjLg&}zr50q&; z%b_h(#Z&FQ#nY716^$d7Fo3(VJ@~ncXOvbv#Pc8=D%QsWN6d@NqJ0drUic%+@!Iat&I=n~d)gG*|}6 z%E@HDRoK;#o1_O6Zgk#Q9+Z?kp@D`SMQ?0nI6X-HdUjorD=Ep)SijBl%^5GzL!~q} zT|7||@Glbs^{IB`L)_GAq10B@iZsliIzdmbSgah!iYk9f4HB!x69c7pdAwvo$929|P7ZE;ZJL&B7&1oImIS*G%Y2ue5vg&10*D9WtM71rzs zK!s4c%`Fmt;+jeaty=imr5?Y)Epoh^aH#x3ccKN|?I4fbhZ8G27TtaX8g+Hr0$niG z$4G1d)KrVOR*ESo>`>v60Jqn+Fb#MK6qPfSx+0Rm$(%ZobRbi+l2LjKZBe*|#qmlO2F(s z+Lf^)-1|zP$YiSQvwl*P=C9#~syZ!F8`O-=P=1^D*T7D{;LB+d@z2K^3I>~oZi5Hf z0M`s}2OU|~9-P*G0u}vrm?6j2LKISU@ao9bg}8!0zDZ{5Q`8&DvQnLqKnFVv#lfXU zfiRSjW;E|sos@(Y%EnFxdQWLq`WO+^qKez_?y}YlqE%)*p*0z=v6~*Z4d>ExwCI*DY-0@ftTtB0SXIH8^{lshIssx;t+%SWx1sH{fA3S4OzDUrj>HNmir|J#n8k5{`eK!fYI6g^&F|4A>nS4aM(p)3!7NG(! zs?&Fe1BfupCfwC5n19R2t0jemL<(-dnWBDgGKwPVcOjcEI5I!0XO3|PlaQ2UtJSZ= zhH!0nHdd(>2MSouSW>p7`|ToEB{-ByNp4$d?)Ov!&HB}&t}eDsF7 zrrj;cR{>om@>fr@{Wjib9cn6S#O6R$wq>(fL-@%fh*;%`T-+lxp@AHbycDOso2swS zVv$m6bQs&!15IK5#sR<^Y)!FS$h z$4r+1?Na)q_)h!Pm;eFED$-R{rLhon9l6YdSiE{uaC>HLFNlj|Geci&r0ro}KB~iz zqD9onVrEgukRNi1Eaam3%<)|8Uh-N9;W`fu$v~V6xpA4wKe45-QQQ8hvScXr#Il6> z84w1f7|ye{Sv8Gr>E3^uoWSI53;};hZyX&$xm6bI{c<8|tBjSwFXIsx+(=C*%%#`0nd^;dISUdg<2H{q zX*}AV6vHOh32h{!^9`IVFd|4@={aOdmNM^x4z*HqwYV1ck+2j4xB6CQDGoiNp^rW= z%OE2p5edv{AGQ3N8k!hr0eeoi=tp$Utuh)-_X`&wrvya_1P}J0S0SdruPil6qDkQ< zQQO>E@Prrc=eTi6_F)O)8MKA;SV`;)6LyjD!kx`;>Qy+Rcl5t1g%XiQ84&h|AX-s( zGkT?1Z$o|^|IU4h=qtb=l3~n9l(S&>8r}HPBU&VN;NFL_gTdejH6kvu5X_*|oVh9~F zr1V5wr;R79+Lxx~++!HI&5UuyE`SqcRA3}Fd0s%FhBbY4rB2uIRcb?qbmP2OE~0u0 z5d*f=ih_1E`G~ojj}RRLk+GoUg6;(#<MT1lfjV!%rJ|Q2 z9&ZUgDNIS}k!WrTQZ>)RLN}{j{7H#mj#`sl>GJ`K zB!naYrq!{Z5J_(Z0%y3EhHLxL!Ix@8Uv1QZ*^Xe$89RROK zP_>DbKJ{FCnPL-dR}Vyn2B!7Ma5-Cs#XGwvx!)G}M9D&04I(~3GLZ63wS{ww1DmeU1uS#w9`=C!MIf@o0GW86*by$x5yKMDRX{Xl~G#a1{H?T(hBHZHQoED zgcR@ZmhY{SA1sy@vJlb`3I$esKII z7Z+iBEL5Y^bm;~e4k5C%IbF*{kCj8pke!>7wi5hUM&5xLk1%a#EycwoREz4w5;(}E z69jcb$l0)usZJp%=dEg<5%#F6gqU?L)#|ScCvD*qg#}#$!{crOiv7w-;^ZAyiakYq z^7wRbqQNYwa(+YGd5HT`Tl@uUxWGI`qO7+@3LU*aUaUE05C0nULIerPRtU7cfU`n7 zS!54eCW^xmNybr}=St8{SMh}Gi8tToCP27H&hrj|>MnYpmzYmE#Kx}FBN8R8hB_#J ziIEf}MxwAH8f75!0>~==#abbiv_L_QYj0p7CH$m5p);%nKLn`@N$;_04wUr2^5M8h{$50Me$8SeD)!GwUdQ-~b16q|?WU>)SQA_qEvO#YjNZN1y308t&>k!2_5CWj47SvC)n7~F-sd%h^l3)ZtP*qP->@y9YOlh=DA&JQX^ew{+ zZLq_Kjcy~HwMbH5Xf?%NvSeqH0n{5^(de^Q$SfCL-@M8{8Hpt5fJId8AgPuLQ*FO9 zOEvxK8c?Q@DYK{Q+FpqHCvDq2uBllk`g#o_nnr;+s7fjD73hL96B+ojN9`IUM+LFW z+d-F*;tE|8*={aHg(YS+ud2#QYCd%oLcfcP85}vvKH>}!r0eG?QjEpeA0k1M?t~yFbfLd8EbX2+SA=!^VcNFF{yNWWcoq`0 zx|nbx1lMUxu*7dVMyzslf-BrXsd(!&h;X(lfdxg2Z!V7zaI}POLLh5{7nvg$FHLdq zSiLifja6luKAExvTtlwSrHtq#1u+%yBrSF|4pOfTEbX<4?TTzHNCiNuDB5U0hs=mt zd8L&rO*o?B!ze+V#!HT4;8a6zLcZx5F2od8&Zf*>PFAty2p%QP1d6=8bm>Z|R@SV% zsZ?zoSrTihKvi)T>?Y%SEyIKJg|8slIkIF0@^X)HGzKNiQF1}wZjm87Z_9|osyf$% zNF;5F1d?MLl~VDEhE@GcGph2o6lo$U(9reVDy}Rsn0tf{nd+NwqNW_VNVEmFd@Y*@(8 z(#3ZLNvei@PWgfx^))+kAGXn5nYE1gZWf{Ckh}bS-ao?7u5|Ln_sFj+jm%cty>fbS-aUB5HU%%EL}Efh>69JmmC2}?O)5mp8Vnu;aDV>rXs#4TQq3I}|&VM^=K zioPt}Ckvs@_M`%od6<+iwgR)krLDBH*H!MOj=bHYRiqIDFH)sAGfXG=5Q9CNw8ikt zos8C=JzcOog0QMb^^9u3^jI~RtSTCbv1_*$?tB3x8ZDtEeO=4VthU!&-D%QtOO=_n zzCGje34zCW^&pELv}W4%;^pb)EP3c|TBt&e&%C@HY|(?=XrAKRDn*~rWPFU@IK^5K zmF@+t*3R8HQ35EjwTNI@AJJ-6Sq5qEL0c*Vpi3X0xqYOiov7*KqU% z9&_bsvcxKCi@E^oP}kO2k-C#9y_~Ofp*$$Mf;SXbehN`txjU!D+Q=E$+6UVNv2OA1 zVfkq(Ep{jsl)mm9TMYyBl8OcBp)#ed8Jdd#&qr^4tMINx?j0=@EEprXSd-jz$ThaA zL)&Lb=3_tUG1@ilJ ziq+DWS-KMb8u+OMu_m-@(zXm6)(U?RAJwLz$t@m{v6Vvmv(wN>jd(MX zGJ6v_*rr#K>R)|j8;P)$zKdQvizo(7%&>?;BWlmEw?S$uZMx{p6<{~­}$#;^{G z=98!)$j@ssh_k_&>!#;9Gw;zanwAlyGHzrDhYNId#w= zmO&@2z-01QSX3M3KZL;sM5-2N`Zq*dK^wvSr<)92B3z@_{HN08cErzql08AwNTLu1 z+g%)a4II{L4!kI24jd*~vFfc7K-}sJ>9d$zeCf^FUY9p4X4hc68 zVICfh2>JIKY)l&T{c8>GsjZULq(esb{<_aFC+d?vYkZq71XTj?$$5z&k2LKLoAjwm ziBN*W6ea&1YvO8CV;4yCN^i@K9$-hj-Nv0+cRYaf_io*T&1k3Ks7^MG|T%0kj=OxUPM`lY2NxDi^VcZ{GAn;3;f-EjKRw1az1V0wvQ3oH zuHpvsw)F(l)rtjidjsw%J1y`t61b`CU2Gt9Px2))*`EXY!@uMWnT|0FHpA52;5LRP z(}rY^drW}9;5K{9r13&&dWoLV3QcTT0~)UbgiXzqh1$D{&+6r{#6QJfeYGi@Tcw^Z z1QzM6j0DYRgxR)Db4INcjz+b3JZ46jDborL>+Aw)Qtc%=UVDQXn6Oyv*vHruN_>aG zm{Lj5u_+#v%LwICN*?4=0RwYPN{AkfP%Cs-3SWX4$E(D3Q!J8BXkUY0iIH|D{Fl4y z;`f0yic$m!+sYx-nNDQ)puFH@z|@@gpyATCSipfSn#$WgDqY~v7KSKdJeYr!S*x|h zqgxxv|24I1K%UAz$yDpc4f4aJ80WK^7j)JPmu@M-93AkITzK6qX_Q@jL)Kmwq;zYg ze4uW>=(8pqMr0;thb!2KI1zK@(UxbvApuJiMoi!tVJ$bP-2Xa5@`Xp?pgBX=4*t}8 zs3uW_aLO7k5R3f)CYi`cBvNhS740j}qqvM{-Q|iyAq2<<%OR;Z?d|xS`rh5t#fhLk1!m zfK*i^Bu?Gv?LvwspyD*nPUr>Zf~>+r1ojj+>!5jmD&ry%z=?vUrAfC*3UFWdi*dru zc92}C)7#$mHQ>;A{bylOk8wQ(%h1y28sL#rz0JB19$RQqMAwiexzTLm`b0otk1td% zg}JgUiwGEhD|ZneUs~H53T7h!+KX!>U*SgX2+lDfkMk$xLRs4XVSYA7@3h033XRO{ zA{OrR>l5QjS-2>L(satgl7qUb4k(_8KvAlq=kS5a)Qva#9%|C$SpK*Kv4Sqz;?Xv^G#x zQ=iRh=MO^gMG{Q#^FwVpPBXE^bsIgXM!_PoXEsw4mK2_$3*`CDWVHZ1j{&w?sR7jM zo}(8|3V)U$VnY045iZ-9wH!6g)(Rn3K_%2&!I|8jXBaYRe7|~ttf#8YJkE@*d${1O z_&PK|R9y`@4nPJ_>9BC9R1CY8YI#Bf$QZV&u+Lk!iQU$lA+rWcF&;HcYD>jE)L9pP z#DX>8bB~az_$5jZ(avzdF#4$P9Ba>ovI70fVl7U}ZPu76)XO2O0`=QWq|Kok`Fj~T zVuI}kodM&lWI@%6wp6gE>B?3XPb@H(fD&NzSIn|ohz7|v`s1znK@uZ8+JRIr40LgL zo?&!IYsL|xsG~;wtWw*I#Xkw#8H2T1#F&6jX|&G<6IO6(!!b0R0g?DBP zNPv**2l#Pk2J;?1W7p=$3V z%k?OcJ)o?fUffQc*UgyHKS_rOsYw}wO19p{sXm5D62&rp)l8FNp(zQ1@&*>wU6LBe z(Yd#aK|bKU$`OLFn}D=UF>*kzdbMksuunVTzbe>X#|Ba-KeNj91Xz6;2qwy=tS^!A zYISK?TV&QS?M$7yLiU{BP8JENXp!-{0*1y=Nli3_SoW*@ozx)GTxn4}Uy}_QSHh_m z+L>fTgq7K*;95JjxGBPgIMZ9et`Q6$Ry=7>clz$ALjr9p%UzWkXOU8Pp;|H043R$T zP7{cBb|auIS$N1cG8o{qkkw;eNumAx1}c7$3l@UN3&s7cQiva~7hdzqVE|;XBFD(W z3uu_qJX%5-UU4vZZ(FPA5F6eHl{=cD0BEq&RCGf+hG@9t)yn+NLDd&?*%)H@3gV{5E{R|2jE_ z=1Cc<4JxdUWIIYEW4qOq7Jg=nm+FW?)^Qk0lUmfl^*)9OQN(H@$TYAAWLYNSs~TqD zxwZ+h?5HTI$tE=$3}T{kQLpD44!~e4=xs5{dNR1zW36b{Q}T+S<_%6O1G_{(r)&}` zM8L+zWxf{Nnn(IP1q}-jXrciIw?mD!^%3i@LLBZ9%5|rxCS=LE8=7&g-C%91m1TIs zSq&z^+V50AvRp2TB$P5eR=3qU(h9x`e{~{dArv7|FQFnAeszbjU!#b- zB>UmigssFpucdLx^HiE37_E1x0QJ>TFh}-)9YL;LnGYHn2NwGXByri|_mY&qDc*rv z)~PsT(h9%+d_K5qZwU0r$gwq!H-<=7;Vlg*VO@$yq!q(T{&Fc~mUJS^_$%@j7%1ay z9OJ=A8Bc@51q1T%VsmM8dfHqEOM+z@yIweb2C5_@jX_!-j?o1bl!;_!(z)t=wbv5k z)`M)iB3``89zg=nLs*VmfpY>Y)|K7N1Byh}s%iYQexUHcMhjPF=uC!lErisOysyMX zd4@89Ab8PA)m&8r)VFDZzSZO=UIdLPOO-H}dIg44BtnEI%W-h|2kIld9HVZ=RhhLm z8D%Q;%t8fSLt2GlTiFIbN)n?217;pb9Kj-5Oa6 zNMz$OU8f2d2Cd4Va;qgZY^{w|y z8{t+}TpJ3DMqxcY3w(5P?iSO)TFuSr3A!c}>!X9V0nHhSSXR8db2eKhdsp)I$(b>h zOuqCkv|TtLX~fk6V6!$TVtVb5w2}82Y{^+B!^Hv#6jZUzh~g}5&?3`Ky{>wIPN+bU zDlK0SuOF|nwfsml$-$eZN$ik5TSxIKio_ZeWi^qY?gZ=hCr+&hZ22MWS&!V}#lB0@ zak8ojB@i_x>eFKN;gkZwUl_a?R2Ae9J9!yS?*;)iBb1FDE0AK!txW_gE)sO&^%^1R zIiW^)Q%Jd1ZUDFXpSXK;WbM(8h-2Q*Id0|P8p-L-L9d0b@nZ;)%Jk(wwch5stK{Z6vrWeB)Zv%#Nr^ni^lhqWeY!f zkyT)A2^wNe+>TZ+xP3WfhkJ=mTDP4ZRyz2#E2_P5q8h)|Ac4WMxb0VO7ZS2Y#ney> zSvB*jf+D@HnRWFBt2c=id>9KFqNfAO3~#? zrAu;Mgtx2HtIniQ#rWrbd8UYF0sI2wp0mofqpGR=vp=b?sc9ma zG9?PBVee8+oLM`;I8ojl7N8N8P;NVhJZwh7UXr`kY`cdp3Cs& z+g2j0^vOPzGdh{Kr7A(&(ZTXxGm;u<2k%tHFi9n6pHET_bLRGcEk9+V)FA+~Q5p_6 z5{qpNS*n)HH%6uFG2S2I70cIiQ_VQ&SQzUyW}cCtAgamHUW7;I2Mj6rI+53nt-a%TN){P}GH`*} zL|7Z+y0{Ck7T8>#a^H z#Bb;i6iO-xrNN;>#E;~7CaAVQ-HvqCZTr!#h{HYD=9A@M-y&+9aAc&5BTfm=^3QA`IWQrPH~hY-@_~Pfko?L9a$YIjX{9 zdv0o6Yz8rPneL;4uF$87$b@XAMy(dq;y;}ik0z=;>Wg?x0$OtG3e~oj?P}OjFLhvk z9x4pNF+mJMnBr|X#l8ideHiiOBPqDifg-sMxFLf$XF>i0;UhT-ex*KCEK z^iL;EZSiFS0SU@MJ)`KUbKZuda&3B)jUYxGcKCz&)|QrkDlGW0OLcH~9;C4Vu3$kJ z!DQrLP4lIU3b2$85b<icy7ZD=HvFw_Pn3niYpotVp4iJ%xBhu2eYS!7Cbu#khg zK8Drd5G$=sgw8xwvh`54o5>H9We%Ci!e#3vec8SbC`iuO?$W0MNm@|x@bWTzRA@o! zgf_ZoXXupo6s`WZ){1wC!3?Up>3j@j$dMUD1ht7{(j_@Ig%gIG7Wa+H97DrqW_6RI zaUF*erbSwa`b({XXxo{&=wb`nmsZ3V0;1>m3Ap7>juyoiPMo^P6a_4|+enctNvl;> zyG9xth-W)?T_G0z$6F{?R=?D%iY2l6!GhZ;D9?7p*t_g7h@7^qXw!D+gq8J;1?#3& zEzLJuUR^~H5ajHBt!N|j9HlO3A|_C$DcC6RZNZp=mnDxj_zqejm;=1L;~BTK!jk4N zRn}}r4gx6=%E05);WnrVhajTsQe>o8?ktU|n=OOqxoHT+n1~xFO6G}|HX*gk8@cJo zJz|OHUmE~_w>KqpD#CJI8~u=KMp?79wUyImo_D7OGk>kc(hI{*6m~^FJb_MYUpTBFETOCr~2!&x#?@5q|;WHBMnfKUFjkzq2Pc0 z*lqODu9kIu?P!%OtS_KblJA+JWDt=+`#SLmxVd4l(w&vtiD8`9rOKGaNRqY{aTpt1 zV#jINUW(+M2m`sv%l>MM>b20#gQ?M=XEtYqK{<-5!Zxm~#isetF(ei=Ovg{WRmrE{ zQgOvyLa~<73P&lrs)U!hj_wffr`;+FSibV%c2zr|1w5uxAu8!udXCvLddytpvEc-$z3!tkT=3^<)5SBtU2M1m{Q#NQPyzrP#yMY?a!pXKk-EX8du-;CEoMn542gWMlHd|c_|=2|Q#=49L{7Dh;1ct+g!Cbt{2jV26sl0aHo!?mL75wda>ylA8Z!1Wk$FXQFx z+H{MbJQK)j>emY~r4pEI2kEDay+hv(9!-ieXa@dgsfei#|LseMlynl9`;RQS{jOZA z^kO6I<&XTJN_kpDtNa&<5*82=RuY4B*5Dmn9pziJDCrUc0&MdnG5pCKx;lCe#crGB zv|h8O*~J;^LJmEXSTr~MI=BTicBOJ_y~5J!L(orAq7-7JEAUb?f%#eePCAtkYo}sZ zFK|z-6(D0)rkRAja>LxhY&8%^lB(L$SeK=Ch!EdkZ9gZCC8BKICx@*f9h25*p@EY8 zQN(wc(?FBp5i2 zsLw>qmA+DbJtga#0LB*P%S*Kjq(pFNPivoogE7ceX`uSY!_c1-=|p^KB{qYDxuIzN zDGTZ_(^9i&#vL)BG21>$mF(TfjKN5DWs_b_$=}qc7BnIbd#qP0r81Ch+@o}nI`EL1 zrSEyPj$=J90%&&TCK1-jio2y_CA z%|P*}%u0wf_fKmeDISmhdNj5+J( z^(#hXb-W!lv&poGwiA)B*7opKCPxz`5?RKiJ%wwE6JB6}R)(i5k*UGrx*>7OgDg8pa|qV zG*L-7-mX$ed0!*~vLXyGFxxP%O68ggU%SVi+w}^j8}M%1M@bx;!l>t*9_^4O*{G zGl|Ao!_SQ#p|RDh(U;Vzx(8FYDy5A%A|Ba5lsBHFk(1n5cVRvD%JC(R+a1G7Gj?{LES(AvCvK4hDv3aglFimlQ2PhnQ*yT4PO##C z86Xh@kC#hLMuA!j71}YOks=WNx^Psz2j^l+B~tpxZ;hRXPv|0ce)GUBW&}MM~$tNx728R%ouYZN^1Gfh|Q&K0yEG*=9qg5Hx^7I_I?- ztkttF)atkXXc3jM(3rJ%A?p0j{6c-sCRj9#aA0}IQzZ(3;n?>49;w%}61NpcD_}&i zRudlT2yE~)n@FZY1o~S81NfrKFYa^;J0}TK!l3hm*r9OR;}!VcbP?p9R^7}+S2LDf z5ViMnFN&O@!IM)3I$K!KWqfyVYRS`N0!h69_E(+AB1#rAErA4m)=RFqg%64;{wHzH z84W z1qSx^g1%Hx;qpQll(2W5#VPUqB$hgQ(ytWs65oqx_fGABmi-G9(|*lWv)a=ffZtGdPE?h&z0t=4c|0rE zC_;91G4y4RcndqsRa+pb(G=OVN(|&y(c8#OT=m^QeJmmvUO}K-xbj>Anjkr=njP-hrJQvREp`|$tY zF;$AUTK>f!?eeWHwVS*KJVkJ=$}P9@&O%r_LSG^#3aZ^rv1Y}codN^Z2Mb6_;*IP< z!4)aUaR&y(Jt~q1G9GiyBA{roP2o0D(Bks_bP?5^k>ry;K$H%WNkro?=% z;K2GQB_w+~n~&vyAIFhrUf?D<2c1c1q&&2BPR-ORM^e|^kR5Ae5NEn705*sUI@N=u zU+!z8$Vm0@#hRD4`PU^<`%ZW)>uvyuTXEl-=L>F^%1334b2(=Wer%%LQ25-G!(@6*O zHjoYz@r4kS50&72(#}pT8#@h2xQKlP8s-h}MJZr(>V!$I9%hnSf`A0<^?RF8Z80VS zK)C2-h(;iI*6Ykd;!Q2Eb&+!_W2sU-ro2ow@jgR{`qotMD;J3=kHdED%}Yh~9mPz` zJROds@UGMX@K-S6$@sl^FrBTdGaHCaO~`Z$_A1k=B8j#T_j(=|RRuQMUI|17;T_2V zmks7#BV={nf&12p2FoS{m8>5=O<3c*PA1Ua%j?b81TY`0P}UU~ea=CnF@wk8>{91Z z)KM!dilTPvYbUjjK{Xj+jLYQogkxkV_N~(DA!}14ciZQfezBG1Lx^ICM#O%SR=>-( zBwMvy-J

?ZzrH=~_;58dm8p-3__3IT37kj8~;%_|Ap0NUj%^mg!2VHHTDAVR0%@ z>7CMG znN|uMhRf7gQvvGYaFmc~xsbDI3OJilI{DKRE8 zV%#GG(*g*nrYFCC@ zSVzb^T1)#E12%J-eV4qrc8t{|oklE_M^%yFl7L6s^}tYhTBGE>=lY;RO~VTPHSd#e zDo8e>F*-0}^cpQp3{vem3{KlWV&Aqh%zzd)D`k=N*DF@wY zkMub^E2vE-tJQb_@r=)Q;3!1ZliS6?Yq|#M)eiUwe`}I-5OEC=U+&c_{7NTAFV-~{ zN}s4_N-q$3OJhrzBL0+!Jb)b&NfhNpJ3&%U7b)2n+-=H9s3LO%>RPeHved+H?RqgsYLQ{(XvlFJ!nlJc3{y#3>kB%kA7nT{7e*nWr+{01 zYWc!!#|q2e+Ea0#U>1=rOv6H@=`V;KHsKBPU=UZ@Y>DV<6$@%Pj4>KzXSGa#U-2sUj939P18}&B)SG7tzoxiL^ zpB|*-Gv+NP)r)&4g9_Ga6oQj)gLyq_3`Alw*LwMwK{7Kw6R#$R#e^Ma!n$R9DqRb} zW{`I5WoUBRJ|&-4$l$R%I=6myc178TwlIN=z`CyRJ*4WPNHdQH1ps*D>}Y%3K{B*= z!734q>EuA`r^-os!|+&@FmC6R+oM1(r4+eQd^)U&80pG%Tk36@TTfEe;9CJ8Aetc2 zC`w(y|F0LI<{+_3+trtDlKjvp##M1XhNUEmGHZZzV$K|`TsoJ*bRO@DVWq&6SyxAd zTCzd~Z{Dlf8N)h9r_h!LWI*&QCCDhMe*gi;lpRn&cN&#NlSFb7${8)Xg_M-){G~v zx3soMQizHRg)vNvg=*sNk)`>neuHldamELvm>by*0f zc?!apC)?*rR$~@x&Tnl~3pCoi$M!Z2Pjy`UEr@rDGak?it=S+yY`NON&MVf2ivr?O7Kviq0(pEe|afO$((%-H?I|l(AXiE8#_=j@gF{Mfx2qx zprM&r4(O0*=w1rO@SQ&~dHt82FldIwdGW|(wb|%QY{6Td8Q3J%vMN%_4u)%|8$3Z+ zsx*BZx=rRb$IyY6VosmRVa@bV9p=2u!lXwlgNJkq&&oSUxq;|)(pI)Kuv)20eQJi(5siZSb`RPnk_}J| z?wD@VSrdtL8O!}j=9?=%sRImL#htIkq7(y2&mA;T$Gz!vIlNa1IM0*YeQ-^2 zCFN0(oMqB*LJ6^GC3I}9OJYJo)j(y_aE@`RUQmizdMMGBsnJd?zk)*-Lik&(R8Y=~ z#3UvR=FNt4N&m@Si3wN8FT?o1DfUcnw(O)pKdyqzT*6JJlciL6VyF#WO}xc&7w0_1 zMcpyvPWCRjajb>#)cp)5f*X&=uw9&&akmk^Ge~*hpR>(FzmS%p!X=_x9jp0f>qi za1f`qjls!6B~q=yg3MT{D-vyrzYQ!k(jH=lfYMooOB-piR&IXTy;oIh2{3-dOIyA0 zB%c6A{Zw2er6|KrsM9>z)Ym&zZ=j0ZIkY;Ms}g4iZ&;yFur_K^MD;QZjsojT8LFWx z)_aJ@EOmPUMj?Ha8GPW(pl*wF(C5j-&Z%>&B&e}*P05gK=f#BEfw~bly&jSQznTUh|uX?nnS? z#4r=%8r$t7>B6LdGn_HUT_n7jHEZv+dCe#|Ja1RSz$T-K^(RLJRoioTd%1)kW8`Y? zPHDY?$;a+XfnMH5*i;+JBa-oichNPGB;W@vLaR=7L;fQM&(jY}L#Ats&vp#7PG)0%url z%U6aTgOo4}kjhOm&pjQQuFnKeJ0u}&X(&~ACG>a^)mCzF6x*-n78Y5vPY~A&5zu^t z-e9qoTZsj3c)^Q9fsXP|XRB~2Mq+!O=^?(1K5#X~vJl`;gpCw%#pw{tp@x!E2}POK z$hF$)HV~=^G%wU&5o(nx@SLmKS`eOgpUksO3NysfseM!G)SUEKiCC*TY#hDuo!P7A zQpxjq)dbeoeCd^Wrk)G>N?z3ta>Wwlhng0+aVZl$;>R{Yzw5>k2*1)nHuK6%W;|6RGp%y9_O&RAd--jepjt`^TgfdfGpbmR>Z@dVvQgG_%pqB7 z_JMJ+Dmum~gMWBPe1IuVNo{FXkn?6DDR^?BC4tBJlT`Kv%l83iC4}nu9tNBdH zBdcPbXq0AZu}p+dHK0sxW=ki7RKQ}7xul4#4Q(|Vli^%Y^*PV-r$p4G)HBT5l-lr* z5!(~hfvM9<2I4<=iB4%!zReM9l@NEeEdfca7wrfcl`$;L*5Y7pyC>ToR?kqdOEFPH zt+(dHHExn;(YmEjIq#;#6&uK#$bIc#s3A9T7aI~`LRiJ20a*K7zDjVi8cs_Bv@hQ+ zB#PKXqTDhegS`nE(y4C830Yn?K=m}>%pOS9ibT=!@(D$ll6<+2-PShdo0frd2{ZRp z;UQg7VTwwL%u$zzW$7`&ABz)&0+=D|3Z>)2I&DFHBm+5VT2{Gh{jwuvIz?Fd(b+K( zYmK)w6$ar~0e3CbdU!Lo@8=&tuS+z{0Ahyr7b$69s~r!ErAO-?qP6tSePBu~mc0?G zxVUPX_N;Pd6+pdquq?!dZPj?|55EWiMO4P3Y_Ha z8a@(_8kq?@Ndea;sho=)Bt9?e^$eMlYV5hVY93tWBB5U`G1uDZ5V#f$H{2f_rAFai zd3gIG8pP?p1QdF`muXQ|E{3I>p@asF5P${vd|O2+E+I)0lFu_pauKrw_I&C7TJwHMg3`o)} zX@>@~6mM?lvPK8ZWVLNRNuD}B1!ZM}=xwE#EeXN=mF5(b;CkohKy@FtlHet%vm@#g z+g_!vy?#JNWM)MoI@rC8c9dzV+~m-eHj;Ez6Ld;mOBxmrAL<{6nrf3~f1#F(*f%k= zF>rMgH75pV9wuf9R+q9+R2@K1?5iZEUEG(!%RJwK{-(-BDGobN17}l$G*Fs3h z!4CJ^c9V%&r*6GQn*jQ#%l)OOcMBJrDp5U@}80yY5g}RGfQA1Tr z03znvjUzmeX17>C8@iaMg7O503}1i6o(xTQWhbhjaW!F5O3P?AGU~_i66&vg)3hyK z@gvn*NcM7vvSvA~65c}KA{kf)Pw7`@sgp&eHeqqzJ*p~q=R=TO^5~ls4y$xSg1N#; zcczU^%SaI8NQ;Dwl`O)zc66md_%^BnP;{eQ$$Fda*bkOz`6Tc)5P`JrTWy78k`*8o z#fGFM-;dnk&zI@HI^j)+TBQ&@h3?ZErh}kSQbGReFw&LsrM}juItyY>EV9ldAZ9O5 zMB{Bnu(g2%3y?BJ6GK>VprLd}t*o5amDd5cXS_n?BjUI!{cJfL`+WG>7{Tcm# z;i!+^zDFgqBxM*00Dl4`-Mc;)Lyc1iBjiKTGGM|r(m>^}$Pt{kuOn<=D#N#bQW2F8 zEqaKnKTyK9jHAesgQzCmxkGsI7yd?mG*tSpg*09BY&6VpB))4&DT~$EC~UCqb}*o1J132-?`{H+$)dChcvhbU<_QUu#G@tqQM zFg-z_$paW>8y&f1Cg4+z$s6i2CNnD#^I}unPFx)!`9*T3b+thY(VYtu1U0q-7)KOa z5JH-ydR$7%cMy`{go@1fXw2gujMc1 zV0A5h52k2VTX+jAd2N+@=Ot=lYpMdVTcrH>kppwaNTltRikHqbVWsASlWiXgW%QHs>lEvvRXnCB5ri(sLPObcL?L6CJb1K4Fn@X?m4z3$bR}CAV}jI3 zl+zMvwE_t$^OSdc4)dh^Ay?oeQe+gbx7iD_jLBX2f^VgF06}kh`0`QZq5qZx^XPUS zy;_otLJgAgW`M-qi#E9SdVI`Gy{F!t3J?EqSua9Gj74FDi&Ja}p8Hrose`-@yADan z){#B8%!e4#w?I}?#8BqS3;t=dW``za(kK#QN?}Xv#7M|Mqwh4JaOIw`4q(>@NHQkl zDadw#Gnp_h8yH5qTH5hV?R#a5z`U~v{G*eW7;i7jjAT@mDH8PHfmI^X8#AaR!#zgs z;7_*DNQw=ZktaAu#L*{yVKt+PwdgN#X*v)tID3MIw_K=9WwF8s<|WyiwE-?xA2 zHGB?0Sbg5A_3dJP!y|A8Avf!3a^tnP^;&f<>;X^+pB_;s)5NA3o3?k6Cupuhf#YjS zC$LoYVh-}Blljw&#c|n>%77+`E!s&8TzFOf;POJp`x-ZS(7A;a1gtQOn4&9F?b|Gy zR`KHwQd?C-NcI6lVlM2S%;4GjC+Pc*I~Yh>##Fk9GI`LcKEY|Klj(wf(FF!H5&TVn zNI@|(M6x{BF~Np5LzS({N69R38mR3gJQ#kkhe?AYY}E+y!Ua1Sx#9L>pId0f7gTU84M8!0KAfLJ!MA zIt>;puKvTlG9y^=49O&o&_9(3cpKGcY5y}b9IhL?;;+_^uU5B*jkrR3s9CB(Du0!$ z1#jLHt%zoS{AWjam=OuvuqGqjqjZrQOWpqKReUQ9MOl56R0-^N_^3Kk@nRr1*%c6o zO$7x@Vgb#B(sdG+yzL%r%)X_c%B!irP1g;6@|rISVJ1XGDRjnwcrf!gzW2wV z!k}~P?3e;WsD79c*NO0U1XmQ*Ki$@ksB2*@zJ{VvOx`V0n#E0skIhBByv1yVwDllZ z-;sLV_$JSYnC5#ugG~ zC9Q-lGBpZ32mc_|DZHFP~HgTSJ#P>01`vK44X^+jThuCNZzV=yRA zHD>{hF-bsJ(r(b!B~2LkZM)0Wbrm9|_U6LrjwY#EWoBK_+kdUrRx4qf0=gDcj84+U zFc_R-<29Jb%QY}i)C>~q%i>v)S^N@5z(~QMtBAaNU?ufPx#qkpd|(Vh7_X-6gpkNG zmFb^3O)Z?%WPi5a&RRr=Ob`efI2um-b8T%XFwOBz*UqnZCU(4n?dGbpt~?IYa*BWhr$ zIW;!XQJXsgk2XM34~&!POyu#Vr+O05iCT8td>N*asB;eRFTjQyuTr5@W_BxN+?)Pvu1cXn}iWT zH1jU86&6)Ib+~zGMAGCa)FQ~I?i94uj_?3Ytk3WAJIYntHAhUe-kLa5JgEB`+87d% zqIUfC=byg}LSk!2sZP$a(jp#22Psgo5PaY=<=>V>^qv2z-^t6&-<60%r;Jyi_ZBak zv3$W>NE$~n<{wZLF+~qSKFLftO)?vX(7^Sz)e=YS&XgcvdTj-`0NPY-7JgZ?#P11H zLrh5_qtu%!w5s*8x;Thb0Dkp^D^g3vh*-)t<2Or&RcT4~WmY$dd?{0Wkt9`qh88j_ zAJ!1Po^GN#W|P^Gl_?5nRR=qZOH>|K$}2K2F#YaSTCE$tuHkJp-bCCnruV^<=5rGS zI6=b-5qVdP2@G-!bQC7+i7&OqAx=bX4O4oxdF3?!Z5+YKSyGYsnJ#QsrM<-f zS6s-N#+DJp1(i~+^MUg(UQ}#W7NzqqE zo26#a*r*4t%VqGDZ+9p$1yVBY6T#wLOr-kFVmSdGh6HJYhRKrUV0M#h_ z&`xFYmO>9yKe$prSU=_^B1vS7@E^w%5Wa!=sJbBf z=otl#XzqqRk6{(griRiQjD+Y`Rtg$CbeoCQEqR9)(g!UZrJBS_V6Q#Z(1-^yMl%G9k{c=FAfdOFd3V7^*0J)ad zq4QG-+eMX5yMx}s;i?e|V5KyM7knCp>@V?JMIA2_76AIw*$|P}aqMsdcG>*e2j)aE z3yl{IHGWEQa%+`Xc(GAdaQcg@Tb8XhJd3@Bu$Ocxn6-acyFt);ou7iRoU5N81lP^P z0+rY+M#sFsJCD_X(m!dWcK_uM`ngSzLM>qhD@jR+FKZ}0V&|O5 z!Sb93yuVvyO(a~VX6HplnKHAA6uG~53mI)k3*|A#A^IJrh$`>nTxw{3HYwgz!E|8j zq&en5Wx)#m@AN}w8c4%LHR&|!Q8&|KlD5oquCHmk>KOgLqjyZ7z?b;ItvLy09EhG2 zW0H-POkj7J9#fsTQf6+m&7LcDH4cGICt9SZ+6#&NWQcYHr|_?RyO53~*j-nM*14w` zfZ$+fHD14y%>)D(U9NA!Ntku;^Kv0n?+ZyAI;wtl5jK~vJY!kxl&t8?BB!t+KcQ_@ zWAK;;wA9(#r(P;-FC|m6oL{scVrv#LZoxohwp!V*CN4rqtMz)-0cuhk^PVr8HhUe4B zut@VWTcBQ6bS;+SbFar0?Z&QqZ}uw-&0>87G$7&%CuB1N!chc*RSH*?|7QwF^>4V$yQJY{$q>;r4 zl35*JOx(+$zM@!E^LLlzA|Q}bVDwYH62!E-w8t#Bdx5^$hUMiEEJHdK$B-wV3#=Hm zmO-Vo_}uH$Hm#tZFIV<1Z4560aE?Q&T>@ z4eO6Gc)wZd+d~#9;3#mfp9yn(b2J~=-=!j7Xb5MlJK*tL=VK6ukh0UzZPh4LX_X_1 z`9h3}=+i&(HxmWVdc28(Dub>_3joR>l4=cyq`uaqp~bxH(9q_nG>}Tl>SrN3*t{)~ zsW;1XC0=IzN{J|+b=vdqRi@E6<(iIem?e32#V`>y7Sb)TzqZOIMU9m@21Qmhr8bu8 zjw>a%zhUsYWpZKL1&8bMp~Q{}>BQcjl!#vjsm)8@AjX`O zt`cPEby#e7#=C(GQ=c_tR`x{NMw;HiS{8xX4NH~mAVTRT87rgDsI@R8Xoe*MGDec4 z7D;*s*17~@l_v@m7Q8e`B*7CeQ+(tUpcP#Ln6tpOxLcR8tv$A}+BcHAq@tE2q&kCn z`&a_Hu_dKeT9>5SU_6+^QZg*u2G@8~hzI~GvJKtqaQX?Ng<=EA&@@}80BZaYO6fY} zinz3T+{e?A5Z)Bb)KIni9|!UM8PA=)N`GZUi%{u1?ICrL0E>$a46N>eb zDz4UhDD&88TLO_`I^>45x9?%B5^P82c*t$tgt0+8)k3=aq7MW4DZiP3^8P+VAjrT8 zdW;@DS0^YM3{QVq;H)y=N_p`9K|DZUOOGL#}V_LB%kw0ToRZU$%!`D zn4zplUqL8h9Wxn8NKWA~iMbR4`idFkPB+psJfP`;e7K|#Zn0#xs7$?i(XE5u&?Bp? z;yl~7@vwbb1hj284<+?@rm$bz$-o37WEpeu&KTNc!r4DNN=|6@kbN|_& z!Af?qlC;fkV#|7yyUm?QWv&*7k}Z?2Q3>{CcHn<5DchzbYnx&UES5<`?Zk;=CgA#~L%uq`6zS?p6U zs%1sxt<;Peqf}=tuH=yPnp{j%5KuBUPmvVm7fZD)z^D@3A%R*1xUO4BjnbrQzk#a{ zr7&DdtsQ5XK9F~3NoRrHE?0ex8era*=!X>+BpA^N2>CQbzlxtW@fQJjhi%F<+V0rX zm{9;JK*F|!yhEwxl2>_#pMgf%!iV)XRcLHr z#Dt!#Ckm85{ZkQb=H6Wrsv~0%0xPLkH#7TmrPK~^RlstOEBNIZPksr!(?(Q{ z_GtI02r4qIy`9OjknRVz6FsVq>$ghjQUDQ5qF^LXp%y~kJqgnV88KtQ+J+qO6VI6f zyP*!S7Bkp0{BWjKC?d2Tn_!9$Pg7=XOt@0+k!qH!G;szgcSmr6uKgfGn=wrgQFnIi z&?=xQERj*c6%XLh&bGB7K(BbcLJLmdE~&eR%9*fXJ~G@p}*wV>iuW|_t*J=X|`mJ*&Vo3P|QByy(HZgC=9+Qu?`4i(= zfPWa#*ZvkgV)sr#NiwEbn+h)vct{?XAtmmpzm)u__e5BtfVNAZELmGh*1H596R2ga zGN*S6vj)=M&WW;nhX9mY2pRoFwiu2?wfvHSRt7^GW-g4v(Ut5bqES&}{%y-Acah$5J^OtW3;w+;?g4HxrPGN3^UP*LdhaIQmY z+Th`vDb86E!$4Bv*Tm0o>fpLX6}aT)xXT1_l&mPS$4vFm$vWex&MdFbnbd&Gp<19> zKqye!WonbS#GxalNGaHoEv=2BtD9h@{ff@n$!vqR2nhnCZs6kqGpx__-O+q;Qbg8m z-LYiBWD$6QMK2nPuH*tUNE6jVKo9Bsm1|6}CQfxnf{&-VLIS(F+K$~e8yKhEs*+v3 zMuW(gveGU78fFM_y_L0(-xfs38|l_5kTi{P-1P8E2D6y|a2L<{L8T#<4K zaYW5xor*)?=qQ6}u2l8#t-QSb-kKIHSi79mwhDs2*pm#g^83iIU^nczQGy%tsSFWI zcnX1XCKvLbYcX2AO>aY^?VeV9WJ!hY&rTuWX~B{dovx_xZq6N)T*8TNcoaxF9y2Bq zazUMc98k#C31dtlBGXzRi{!kubNzL!0me%3I>jKDmz8ESv>Cfq3kpsQCt>pu5NFEf zEad900Yr-)gA|F_znTXZx+}p52y9m3T#bcs+(Tfs_w;IPG2RrN=_e3x8FaI?^C)e( z#f$r@od@pyYX-^|kg{w_OkQBn3?<&Tsygsy8FX?PWy) zlSnCU8OyY}gVPk0GT7L;dUgi_Bvt;LMM&<-_fG1)-V-m$Gb&`grn(~CCR!%G(*Hoz zB`GcWUftDPx?~ZRv z|71|{R@Nl|N+OU)r_{FZ+~;nQh)GR=0;gtUVeHS{hV{RVVp|qTI0SG?TdrUsFo9K3 zVBARG-xU$qIP31-wPJdAv#)MXZ$Zj=t+OUwFQ4Fu8hQUItMw@ac2_0=!6pLq%pchz)4 z&;@GGStl9QEJu<3S-9+3pHX0oFsrYPB%f5)(Na%0igCkhj!{d4Q758cO04t!Z7V5M z+NKi~`mQUL(T?sedN5h~fwnXiH5X-|%X-lmfTxTqp-v;4kh!2F)%pNRz`%>Jff;sh zA-30~fpAz4b-AbGSQs?;Gfgq8;x;xe0l!X?b%~QAP0Gwdw>2*!&|4cHam7aOU>9)J zWKP#)70SfYOkZd9lB$^qzdEV75+gg(U$*QN*pf@@Wu=mh){ONuZ*mI=Ff8*)k)WS4 zc29j(cp36BmalQS{fdCjsgjwwNkA{m1ZuXZiL1*nf`Tk171k~(G451oz0}GQiw^u4 zhf+c-AaMaAg5b2$7=I3b^+l2aA_RV$blI8e#Wc#atRdlWjm=33p$f^n)F?^82;prx zx1U-nsO2L98VHwFZWsnaPErZn>V7~r|6vr+f>FI=0Y4$6YVcFgmAkKhT-Qnx>xE@{ zYim!_@;f;t3HCN`5)YzA4?!lIMU-crR1}o|_Q%AP#8QtYAf(KI+oIm;M&P=$Z88*r z6_HL#c%2H9P`6D8wXB_O`!t;T1^K)lo0k?@{_S*O=!@X{%#S{p*B-j7Kg|ZYYb;xP zQ-}BB8biA<_v&}b7xh;~HF+2Z)PxqIV1aUb%rsZUniH@-7OI@7KUFz+d@qot*67Xh z@@E~I=zY@Uv`pm*XrvOVKP-@FNTabbXpHkrF4n62AWfP8Gm6V_gW#^{cYe+1f9!@DQ>l%}x?Pv*n=ZIxFQ z1Z%yB#hQt{oe;`CjFAtEj;fI4X~_wHC=O0R;&WUCcZ9~oTHmSKI}9t+rx(!|9;yye z%aZ-WPZ|?rTYm30Bz%j(`gg-AAB5C)EvWkSzuilJwBn{tB2h^7r}57Q7ab`Bk-+`Xd2JLdVqSu3;S7WB zNQKwm2>8-nl~n;zF3o861dYqBLg-q6$bfENV`a?CA_W4{Cx`G)6LP;44}{y?n>!>c zONTjWzV~Oyp%PoP%gxIii0&e#$MG;h&1w;7R>}QQEapyK(aXjvoKZb1P?HtKBQxrn z>`B=v6yyOdYQA`9QHLkSk+fn)0X2IGOT3AN6%1HzaH+^oDYQjXTe%O1b}A2k#q}QJ zcnGSCB=Te-(`ny}Op^zxd$us~Qf+0oN^xo~;Z|i-WpRz&!USW{Tpjhx@#T$LS8bUB zKogQ7;nTR)$yvF&$-<*&l}WdxspTv#29=yUPI!fbY-2T^JIO!Wew=jS>2%| z6xYO!Sj?apo5uTNn=x6DK+tk{rx|RB;6&RlRMYM0RFCf{$@b9Cwlou)aiknkEhmJW z%93q%($W6prkUH|z8V>iZowd(!tIPNX}Y`GbdukyIikH_tVnD3F%ydI70;Gz7meXH z8@(vUaAdo5tbpdvF3iE4Z8>BLH)#}jJr2XE6v;VwvZSa^mt~U)%tn(VZV8k5Ca2XCtR~erpZTlOy4YU+a!@f_6AMfKa+L#s zg1^i7#8yqRs$^SFmBO{26f|dyLSL^?^-$lexjQg|tq#?MPWGue07CtoifCmY)C8UK zE;=kT;BX#w!=@=~1*88M8sfjQIiq)dR(mIWQAhI8_8IVTCF@Vr5g7(XDr_VtHVp6T zn7|};^vb`gs_Fy$Q`hDU#_X(UBQLB-ZFVS^q-@43TvRs*i}HWgFpo#lUTq9}C}Z)Q ztkjy%gaR4lO&NbrSVtaIOko8+dy8A@#9}ASp5wV1c(q?*I@Njbouq^}`=@>~bP(^h zKUz8FL7Wmp=z-%p0hyW;)%{Gb*k7$vi;vg6Q>DI_L{S-EkPk8TMjKHdgk7B_KQp0K z)nz9U-@x*B z3P)qmtC%vjaXW-HUBH`_ViN_C-4YqaT4yyK2DZ+>u5qg0kwF4<_3%nG*zZQDLgtu1 z(@T5`R^hf#t5~P&K~}xB<}hWguL9m(fMYWQi7atcZ?O)x$)zbgrFg(quZSbks=MR^ zPG%wQ+Q!V@t?27sy20V#mMF(mULoa{;T71Xc- zeQH6Ny|k{!n)(hh5RFiwjXstr%v6CDV(3Y4d*V}-5|mry&ao1UT%({=crS5T*KS7c zM-^YzH<0Aas!r|%pP!eb&MPlz3V>}n)vk3FOm|>m8FevaM4_#wE?5C1*rwO{9Gr~^ z&E<%!ydQG0c;UiIKB}-bkhEsMYjz)>@%AdPhB*s51HMQ5i+kFUObyC zQ7?hl_CW`WX2e~N^mtb@%wC-$P|*Y|?j`P5oyvZBW6948q&}S?Lx1(>SDRSdr2L)i zj`0)^>|I@WaU>^VD!Q&p>e~1@L~zjveHjE*E_IZpROzF_kr*z=8C=E#fHqMVz!4Kx z(gSL)!n5M5M8Ck6y%N6ltgt4hJ4mOFP!`VdEmLGw^PV z($3wFzHLVRXkC_^%L{RVjzf*+ntnd7eU$N;^loV(Ir4&9uvb?0PH!X*IzJPv+d*fR zI1@TNucH@^l=@H!#l0dYNU)%h5ZDu7uVRu|JIdV1on5%NRJTa~B)^lV9k;1C$;J`5 zCm08UDFplJJ9FD^MJjc$;sq7T33V)4DTGl>n4#RPt5Hi;;=&e8D2(k3xV2fj*`9j2 z%w(}86Tzffx0Zt0zH39LpIV(d7)Z+T(ED zy{u@XS`l)#gn}K{D5nyTKOVOEsxKeO4wb+{!lPn>?3O81@Pg+lhmIyWSsbE)>(W|X zwbah2L2{_W?5ME9?JgZuC5Xz(u&9vwME}%Zr+AvsgIGGl3(P*6_Y!nzgegValvLEhI31~^sElhsF{ zg1BBuAtmDmM#7g14mnFTYUlBN!>E%4oWHx^BmSrHk&wznCP zmq=z_3UC2aiS2}t&w<2Mv)*TcEO;Md%?;cDt~au_sF>%YNQmG z7$+ET=dof9>nba`q=PswRpl$Z66Q5^qa18Neqdbtn(m^=6>!Zi$7 zR@PUfAT%fTxwR&@Ff{wM$owBq?X%PXt5N~F{FteDE`m%8j>3Tp{hud-+b^-Q$@tO} z>_Ards`7mTvXgPF2yE=?joKtg7SiTcPeebPre@{4Q9XiB0pVzfT#;8#)K*mm^5tM4 zfvDV|vWU#cwP@A_7xw{-)5WP8+&J}#dk0yw9uQho%?OiouLnQ}URMaF?@~fVY~}1v zW0&-}!+L~@k(s)@O)G%B2T)aeqO8}^xkRL+sEI+(`#Vpur{Gp!a=8-WR%{W<76}eA z$Kcc!9P6D-aT~^*eu*X|@}1J6asq()aBURf1A&M;<(W`plQnW!O+~+Z170#DQ=kYk zEc|6H-nB=c`1n{Js<2$WO*VtB$T(J)SasPgP8oLq$5{0!D#>ZhKYvZln`E9KoT1R>U`QD$#v z`XKt#;NTt9DAGV#oLKU~05{P-B3YdN>8(!Ai!Lfx8k$6i<#9+&iw%ukDI)rdlDSOKRf$ANV(O?z++d+} z7U*ppfrc~fU&pYjrx3(X*f>gb?yyIAHVP4MJRCl10bv>j77KF3R2oraCn&oH+mb;*qTxzLPpJtD&o$g+@mM}*uo8GT1~v1<)t$}Q+ZznT04tOB51O0;F6jz-K~ z3kk3Fl8h=@)Opkydqp<+PdBG5Nc^eOL^6vRT%BMtdV`6C7P?ed2{jHaE2Oq%x5X%` zOeGUxB-|bPcQ>N@FxAmGXba#A8AHr72@7HVx(OW?`9FKbvxclls`+&v)g<5ze$r=h zQ^B=x9Xml9A=6qRA6jZA6-cB=K?e2Jr$T#bAUD{PHKz>QL`}SUedt5?WXscBv{Tb4 z-PzY$ey?I$CWmvtGnL-~{8~Zp?7Q;g!6X$|)H7raoXU)PX@5H1t0SRT0s(`R36x`+RFdhM z0_AMqO?lnjfYf?@JGogi?ebZNdK=a61lM?xvBZd-Ao6j=$}Z8O%zdX1OfTWGyR(=5 z2oI;=D)NCDyI$F%5q{YmH{MlRkic3J1DyrQnFuK$=F|(NQcpy(W(iB-b}hI&ol#d* z{C1!=!}2qs2rZWCpBN2TScl1!TC3VZAnhQx;^F<&v*aOFfwF~miO2p)aEM~070h>8 zNe;11r4`q8-q9+J4#wn8XI8roXanf7u0P=BSpw2;ClDFyKx`$6#F_|P!;$caU%C{E zu7!oq(CunQ5h8!Klj4M_MPsM+OH|mep6FH%5N!l&F_X6}Yr!DE= z321qp(8l){i`lR{LCk&hF2B!Ls(~wtR1n-Obo{UGj!}~Gf>0qBpEp%)*W{1JR;+8) zAVMrBx4R?WJCq-4tum*0-=P}d5Yi0W(b`gp^`w&3#?0yuu=Z!|I6O}gk$f`V$g&Wy zQ+$Rbiv*+yKxKAyzLOHW0ZHO;@=0>?ZONqW>>8qM zA$B{p*ByG>B{s!wg?sh(T&p~iL%m@yDrtME7@@@y<;tjT3)j)DNmzU6j^JP=w?c&| zrZs)0mWA0eK9N0;)C%u3zL>GRw5IAOqAnoUdgz=c3aioEd986e6xU`Vz-rG#51qet zlq@C`D~zO_va{FPgdbze8+KP3z$4xfU5v%j@)_fLLa$0(Ru~^#$Im7(m-k3ZYv?n2 zjy}W2RnYTeAe{tcfgr-pvT(ad1ad6mp+}?~YakCUU5SMHi}iwRaS>`e{;>*L)iAJe zA%mun6huPb{Nh86Yy>S^QMm+;^S~}iP>iyf zWF5U`YI&@(5YQ9{!z=VCS2&WSQC9a7=YX75qwkn!4#C9nr3&R;RZy4E61C_#Hpmjj z=s-9sJxVDOfiF5XlzECxiJ;tBZWP0(*y|3*-w3c9GgsGI3#=!}RJ#?LUCO}J)#Ln0 zbD0g9fxmQxw(i6t0dFHTxXQkF(6j~Q3|6`{Y#W4uF$CJFQq4!%scr)`vwBUzAS}^1 zE_!!Mqy;X7Xi=!g8P?Rsw4C@%;!aK|`8v3(UvWpZWlv~C&O-k>=j2&!5Ke_POC*_O z7{Qx(9bsz%F$QYT_|SUlN^&hT{3$%}^cZxasbmNdrZZ4ZmvM+7?UyQQ0z)cE8SI>M zNyYD!W4c%9kSmiS%Mm*Qfg3X;0X2|w$R!0O+4A1sB{pZ-wC zEX1`tgxf~d4D7-ZX0OfP^wlG^ze%_fz3G#P;zLx(h22l@l0&%SRR3tM+6#19K_nm4 z^7B>H1%OkSN7q=e)~0b^$f6S|&Bm$`<*VlRPkcr(8D8jYEBF?v!Ln%H?GTfZ?6SF3 zGr~|V2>b>0si$y0?304mrYw6*yme7w0Hu`)ap|;!yeA#;w~b@aY;0@xRc8}_N=}y= zxQBscILiiaFOlc9R_Q|6U)vVO@Ohn*O1)Za=n4@1N2<*}xK=H|J)MOOh!Tl#C;cU= zQ!Y_M+IDxuXNeZf#3AH0*a#BH5sYTiX_yI@a+L-M5M5lrl;3a)wczQPNNy)lI+23% zFa*tTC*~xLeofX@PRV7(+OUZ!#TSy1Ur$R}byld4RTG&9waVo$cI>L0E=dEIP0CHO z)1}ur2cT#UUR#i(Tgp+)S!z~YJKK^}Y;`;vn%xdXM&+j`_Z3@kZf#Ef5GH)>`wT%{fE+>PSCJD(n zbJ$OFqX%&Sn3zZ&^-eoizIDn&BM%CC1}!?{P~S_G$_&C{?at2rTcq?f4C?{c) z#Zjc8*H^X=^+8G$ot7DVrr5CvJ5}N{jVDr}C9@TM($}+mhtQt>7h=e_g9BQ`|qSj+1nyX6!aG1ds zIf^pJyed-J|JxNEE35??pbOI>N=~M?2cHuCri1mG9mB#L+!$yIh*K0+RBy~1W4994 z9{C8QqaIE-tx8nNm}b=J1YqsOcOuu-CxAuHf4} z+gGWoyfYW2rDDwWT@Mfwh_a&k{$)gU=4_1gxppSPRBuQ{&?~o5_)ZM!I(p1iN36Ba ztiDFcxmpFHzJ>sRrC~<5>75m5#B&(}%sR62MkTlhUFp(V(T)5R18}uft=0lL8Ce1gszM&aYBDNAv%BC9Tb^bdJNl*0^>8)Yy74a(F z^#}{9uaszlhdX`Ofd!jdQB9?uRErc(3F?*YL~I2b@diT2>walZBDtUOT#d$2Y=uGzaFY%!U)=_Z_z+3dQL1^=K58&| zg@#yKD-`J#=n%&F$u=Onqk2G#Ov)l%wwj!>9Uy9CzEH4uD@`%7?G7;mSt! zPf1HS>oZF$Md0Q7A9>pE)|(nL-I}G_5`v^5*_mDX07Nx{W*FgqyU+-&qX0-`W{=jw zVP$-zl@xy@)xW83Fm05a8dUxWZn>h=(X+xSDM*9C*3xlOMWfkPfM@edL*#gd|}N{)_pm|pS{7uTVqf#~UU0uH!-Oj_0s<@>_BP!bg&@bZs(|ARQ^F zNF2<~Mi5A6gob3|9f`2?NV@v<@+Qp_Eh+A5X}0xl&_sgdu6P-y^|?i7y#aeQOdYRI zUsBr&RvX32wNH>6aY5pE!2h`&@0C}kh512LbMnlyP z04=zsGcP9q5}vHm6i-u28VgBznYD&%gQG&HFfzUD;+57!Q542RD4(tbdo-YQsn zP;XA?uBeoX7^FHBy>&2CC)q0imgZ=~wIH%P^~Vt_4yT0Vy2@*VV+HlB<13hx_QVkW zdBsSAPdaiQjCWh0BmvsU!>>`J$)w`M3mS7ow))aGZA&p*)R#1CRFr*KM=^Z`RHy`K zqib6-hnFPPBo)lmVwpKQ!zIPa>!vf?`rIaC3yLyrNVy3gz)UZUNoAQXY@lUcnpy2Y zLS-{)$s7$Wd3c@E)Wzz89wAOS%nEUXy2F0OD*1-Saey2&QcRrqRpkcno=qTM%bp=E zc6yZ~2(z7kU{~4B8^YESko?S6BokLyjjh8yi`5X&ZZG1S8a|K{%@BPyQC$ra+g!EZ zE*(>Ul4U=KLy2XLl#%%2b{jKu4FtN3;sv_P&dT5l{<;9%-Am|4^6F@hTdsx7xp2N=R3xc+xoyB8wfdz({~JvLO{_O6>?4 z+dw8h_OhhhW}yJBs*h}?H0x(V%N3d%G#%0~Hsh#xQDv>AXAhKJhT(V1JRsJ4lD`{! zg%vRektI2!?W#yO4C(`|jm%=q5!G}g?BU&TAVU1JDy1{0^{*AiWlM&YMJz{ciRcBC zaLpCi#0Hn;am=bb647s0oS2{9#Yz5YQm??zU|z+t@Zi@d7~%Y<73|Cc^QF1`$Nnl_N�W%IyiCO6(+1&4I=#PbR(l;Ws&{<)|b>7^HIP-eKUK zd$Q`a&8=VcSlv};$K1#?oy+NXe*45uB2e;Sj}$?0R%&O4G}*N^)~o1(icD8fB2CtV zimn(iYa=IOVxI|{tr_^)OX!2LJ$p$iP2u2hgm&{gKm!YukRSIWrNT=HBLQo#1#Pc{ zXTi_Z>W|h~S;Ww&czfBO7MlTCSmGdZ7IITW0tYv!b?1-X;IdA;kZ@kC-z@2N(}-AG z-D!Fx=Eamr)8kL=8?)1Uk1?yGnWd~AJ^G$Ej3p_999@OkXpvpYeCMS?N%B%q5rj`n zki0~v0uRkJuzV#O5zWlGUQBt8kue4qkBRNQZJ|%i^(ruvvvF}w=Ox=h6vfMZ>Y|Fc zl1w^AX6J1&sL1e9QRP~H70jeUU0w*RiD1}elsXg!(2>(Dh&6Dr%PYUAVPa(xvQ{MVSDWV1!mSSNmja zuLCY`uA$EVk`TMEv>t+|mGLLFhiKan`psK4;#1%J80egfZ z`&pL0rH@jRrjgu`;VIk%RNXx}tvu%k9@xz{HGVx=xS@eESDc{;+(ymHcnrwT%PyG| zXlnSE&7i;@1%mK^+-Wh+WaiMUXhG8u@t#eT7TDJ~qDfLDa>H`tU{6|s z!>IxUFtb-zR_WSGHm>ff%%@9Ht0%@oZ(!gb$d!$Pu>@bulMWJgE7yJut51Rlg$(3$ z2;0^Dccvz-@lpYb-D%|%T|yOxSFyJ~aPXav=tsG$ph3EYh{ttj+PUsxX73)C(A7Wq z?iQJR8As8L4OB1+bhOsqrVucrghf3em4REOgFIHgmfn4(C1g*67NL`@%p+F`CAj0| zYn_0N_zh6n2-iomukI6iW<@o#nNc4>g~qFN;2kUZMJ06+fNU3o&TqIGTKW4<-PbPc zd=RZxy);&Rqa-8E{`zeu-0>88Dy?Ovetbxg3y|Q}UU)rm!wOm|2^%41n%dRXNO$KH zw<0z{-=WP&lsu^40|ut37Tp~nP^d1Jj1CdC?SPf<;IbA%9Nb5m#1w|;X-hd`nW%i#vF03X5=ey>0i?mGdCo4VfzLa!1-*mZr&$z?FWnQRCX8c{l}+E4ggA9EJyq=;1^ zviACxO%bQcv^Q|GN(*v0SAcW6Dz%*{>M$W?h0`aW;?J~PGIRhSCV&DQ`R(dbR_(yY z{{Vgo5#dT3#B~~B-XHjE0}Rn^V6!cBD0m4+o{iPGBXtEJl^*sfhUyOM8pvn!g;JBe zD!ZC-St>@aIh2qdhEmxciB5U&%0Luj6v9kC4aAXNBn=)&v804)4K3f=B+vJU=2#i> zv0Fm#ZX2}YBvQ&$gq5Qf_(N-Bp`f7ZK*9!u7CN%*mRMy^dR z;guhA^e3{-Kh+huXaG?1V#72gAhK~A$*(G41k4#_*Tg~`| zLC%pp$sz*r!a&;+#AFOb+KDE?D2^`;nldCrov}Du=74~t&YZxBv{9JUW&B_ zv^s13c~Rdov0k6QYGh82ksUbFls$hsQ|`cQH%x|A84G6ylF|fdT_d54bC4?vJ1G+> zNwN*AnCc_8vBcU~l^fPm-lVA336L2>5#bHs>xiCi)j23Y{6h zGj=gW+L3%)GZi2q(jGOJJ2BBjqf>3ITx*eiM~71t(vr6ABP@|nH>w&UUD8|Vrpsr< zfTQEQZA}bR%p{EbfXM3I$fhZ;VOzxp>VAY@?VWop5C zzy}cu{oSU_taT|Ab(V#k#T4Nn7-b~+3Q0|#CJ{{ARSa2u%qV)hZA*^@BP08wpD;>N z-;F*n)rOHPK}z&zXQ-1P;amwIg!3UJ;Oq)3+c+zBlw2KXN#seC4};QXiVoo0JbPmW z9_8zVK68**K(7X-LdZu$8@B43?V*yM>lp%6o1wFk&_$Z!3t@3eWfva>tSZbZk`l;= zd17{VBsO&7WnclK$I=OrGDG)V&NWKUx=eUD50)v)i5wxi^{A_{EwiFQhfoggGVOGv zd33y`ikYUDm9W-mi?pJS+AphG%eXez*0HS5pmM;n$^cTb#0a1sv4Hs zZt4lz4D89hQGJwe9$M{r@ z3CRB49Dn@Cj5YbR4$c$KJjpLC#dlL2wc-YroO%b}SOgV_ z4{H!I3D%6q`p6$+qAZZ)Hsn{q|d&NXzO9KP>Rx4dU0r=rPqlV?ZMW2-#L|EA+O-y^FudI#~ zC=*IE9K*SZXC10N@ru@MJq0C(uK=dTCl4)c&13e%w4Tu5D}Yclv*>zdOKZB(bDc&MU515*nbIbOQ>Pn z-3^ffx$B_d*?MKROVVjN0E<{q(O*-IDXT;bjd7qz+a+Pfe}Nmi?njGQ5wU~^zPQBO zQIEWW2XT|-xHOYiCA$<7*9Jm}Tnn&NpK7o6CjEhT5mFHwpUaAzgntLr? zsIvU!$c-AX4|~K<^;Xur=dv*t50Q{nrr1P0$BhBEVH!tQfq~jxMIAEag+z>hR;Wn zD!ktz3wk294U{FSs`-M2ds3m)5eg%5+dSB*Zzq{WVvV%-uP(4j5-(_S7=Du2biL6) z9Sw9Ziw0bL5qQ8MeU1YpwaJv_Aj{D_=)~G6kS(2vrC55|11MA{acc>sm;<(IGw?{w z?y7>{Vss)_>vmrew&fT7GHnzbmVJr^uau2y;q6DxiCu9g3ouaxUoNOyq4vPoGph_y z;{a=-;1zoEi-2%k=^#ccsASL!|^t1TZT}hrbA@+%|f~~T?;{kT?UF`+T$lDa>6?TAGldgoO;Jc(wu*p`o zBG}KorG?lN^Pr=V92nXtL)c7w!pl``KuOr_QkU!l94g^L3Cr}Eq){j^9#yblRL}B1 zJWN|HpOnurpW-Vn?ngjLYdbf09Tk(|ZGP)Kr?k2bh8@^eG92k$C#qxFQjqn~Yx5I9 zAoyitOd=?<+;|dbQ7l&5ei>TmY(kaTjN*xXqL!d}Y$Tc2K!7rv$+}nu_SN{TZ5;FBU2W zb6p?#2RTv9Sx?H)l1s70v|3ZCF+kSV5*D3*RDD(e$!FYAkA_n7KorziRv*iz9z5w^ zcPg!8VC$=Y0uMZXxr|iDaAb7dXgQb%VLJBj;;B7k&H zXuCTQ6%|vBf)&*aiF{|Svayv34&Xpp+^gxT?DcO0iZJS5SFLb?yyS@ni7IM>I<-+_ zF?~b5l<~*aq*ib#wF;YUp3qJZieJkPs~QDW##E!^K`b-A)Kv&pgou0Z@B$cAJlB|v zcl^KHuFW8P>sc>))&gQ8<~Z3xL-mJ~x0b8m&sgaI?T{a#s*Q(>zfL3#LDl&85#ur98%qhx>j;B1~TD%dAX9asJp%=s@#on zGl3FI2$7obvolpF0o8D;JJNClS4-1Zl`?NRa95JSXpp_hrF*KxRQ1T$PN|ciimk1# zMy*zml>!K(Sa3gXrX_>P4WZ{T_e@pQ6~i#^6bALkHx}1zxa9=KwIF7&9e6l%kgn-q}iD?xMV=-&{{x`)wK!Gi(G@-=%H3M7_QiB69Vr{Sh(f7 zj#w8yHQ3dOQ6_d>K-EL+!WdKvMkD*}=mla(%|b;fSi&k61=t~~6xE@B`ehd(FhFcI?rSUK?v(=!$;mk3b&2od$wmgZ1A75!D}NV!P79N_`N@^Sfj zb%`ekGHS%_J{qmhl>kX^DP;x>MJ5@a;$)w3RKk*iq$}}Dvm+@xmvUgm8s71i)nZu- zms3Ux7(qs{B5zj%ppni9gk|iri(K{nQM95>n2a}+_`m~Z&IqWuEvdzVS)RuOJ&G$S zK0!(~U!SQzv>=INH7qjAR#H_8V|{eC3Y`QoZiO7aUCK;#FP8Y9bFl)6FkvhP&p;{B>JW8zw&Qv?B6>voks<;_2A0qE78a+fM5WHa za{^4)-`r8hgpAkOtYi1$E4KvWyc^YsL19u{iQIZ-0$RdVR>BT<+7VgSWaziDp%ZvW3JI#+=So&I#;+&g0D8nne`qD~_QN5H5us~uZ?x~Mf8%0_$GxxEf<(*wD4J4h($_jTCV5d$2|9CpafI*15z_> z6fcP{7$i$t$^t!LKtKu#*@e2)K974z>h^LYNqvelFiQKJF;Y1M7ef%+tCguJj0U?U z!6iyv!TJ#x;nSsn_fBcgg7c4bQIj3*03hI*jfX3o>gHPMf}=DPZD_e5>-|uWa=KOz zZz7HzU3P3NS;-?ohV#=!ryC zoa-^k1Fylq3DWhmw*A9)={#nyL-l!Eo=$RE$_xH9BY@G#BsCe|3eX zkhL5@2cfm_#a^{{>*)aR#LN0qW|zyr{!8XnUr3^On2MOsV1X(E*$SZXE;WLa>!Z(A*hGw6P8e=Jn%0mFNd#nz^QD)A(s z>q=%-$`#*PE%ko=()Hz-C&s#tIzKpGOGLl3?y3akb5$DmtOQJ1_=F)rcd897q6qr4 zL(<^|Wh%miA~u*#LREP;)YMfi3$;th8CR4kR!pWI@OF3p^)YZ4Nnk%1&0HHtr7PkQ z*A}gv4;;9oE+fX*M9$01OkK66;&yQ1|MHf$iV`NDA}Q34JjM34o2(Qm+kRcCwZoj? zXqs5e&P$HE_}E-!8%nj=luCHqukDp5n~l3Im{!O1{A(lN3z~>iOkJ~ww}?vZ57cOe ztVYO4q@wx%#fsRLx`_w+?XJT?AT8AoS$Ho$n+FVpH`zbsV#)~5?*4xy$SwTnuHNmmEy#zRV;gYn zVcQ*lAS`g)TzN;l)~{#0NtwD6Vu!d@9I~Q;5GS$)>^f)GQ)#bE?sz3y&C&p(eF0F! zl7hoaAl5~EsNtm38l3^SGLVkY)v7}oZ^CO4cfRk^42ViewDtuDf5~6mFXyZdgR~-{ z^4c=5C84yE+ah;iEx8rYz(Te{`HCZGfIJM$%fPl;P2tEDvIiMwbY9$|Llr@>w1i&- zSXGunBCRElQcP$`tdL;eOyAv?j$sJ|3Dvf2Q}-y1nm~=*rt``HwAR3C1;)iBI1Vi! za%=CfMz$+dkgw!H45Vq*k3ETVpq02+V-DciO^7G7Ro`tJRaRFjpyc$&S_D+;N*$Qo zi7DFk2#_7}Xy>i#P|^r2?FnwSQtShWSFR9m38M}xxS~y@3c0-WP8<)Hpq~a8yQm$C zS`nHBj&x5oiTp1#iNUm947dgJ$dI6GB44VrE3nQizhfiqFOd(%rS_ z;J}h{8JVQ0t7k>zZx{`&FhwLvnh9LlL=6NGk^Kytwz5c~#Uf^WbJRv zcxNl&T`4~CW? zS9`_k>k82(=`H8lowZ32n#z);`;VkZ$1ReK1l??GyYiQqw9dwHtk+L#$PC2(>{Jeb z>(mc#N)_s#vaRKG(-M%u7UK1UIJ4DV$qSd!G1bcr*V}I zt1hyCWzb~HRvmb4tUfy3)>jN5Hk2dlCmWf*m9D~mnRPLwatCOwDGlFctpEZBvE1hz zzYU18$WtcWPAh$RhIc{rbh&KpA9wPw;7E|towN{!V1T~kJc#t26b&0RCJI7@X^lEZ z7$0p?M^yoJOZv!$oJ)zO$%?UcHFwF^nyT*k)fAk?rn0Z#0UxPY7+^x{D57((YBHUgniy0L5905X#> z%GLYas2-Kkt!O8j9R-lal8i+ex@V3_2Loy6b4sTO?R3C zZu}}JI#o4GBPn0Bp|#M7a-5aQsTti^_6I4;F`|*^QV08WHFnlj4{-^xiM}t<)upSV z)A?ZgfFiV&0)D?6Lkj`oM%E+`m{#2qCq=$U!Y&a(u~c#3hSQ3IlTdgTIkp;LAKnDJ zu%LoDQ@o#5Vkn6TGLj6qB^|HWN|Hc0DnXj0caqL3S5RA;YM_%p*mjd}KclD!B*^UU z+>q$K$dBBRP$XKM_R1GO*i}X47NI}vS{ls7gHA%1AOp#~( z+wjpnrj8JCUTZTF%o@p+3M6bgPYl{i4JOb1+C9!HaNA`VtU1$;iP#6hJvGldwHArB z*^!*LPhOP9$kky%ltD^CZb{wPEcaniMGiCKuZ58rI9}R5u5l5h0~5w5DBxoO!XnaY z=flLnR^&HVSaoG>XJAqZl_AjRV@YC+lr45U1(~QwZP$~oi`BK4ri~8!oYiRzQ4Pkq z8-Q#2(nf&0K#Mo);o6}H*t)IJOx$Z(Pdvc~vqCzP_EzUiq8_$lxK9xe9_b+bQ!5on zU`wF!T&2(b)R5S*2wA!#YLGxw`UMb=NU!MWK1w83GonP;n$V$8QkePl0H`8`EH098 zOQlv+rsHZ>D~-jFHTFQM(~C4ir${OQEG34wLU3j>&#dF_99bVuLG#IaaX04{k2H4Z zs-mzpwFBhUuA>O&HmD=MWJF4s4Q5c7HI)w~HNwaO>OgR1m8{pDEdkrcHA?)8~QK{pbin{sM$=~;*fzW{fw z!!#i1=`o3>!H*3gqedJNQw?Gpo}`AAgBHJ(iO~|*ol?-$Oa{@qdp65UV-~TXV-eIW zL56Q-FG&P%&rO2Vk z$gJNTdC>RLac$`1q)t4QCtf1zJgJQHpO%eT)>)9HL_swn!vR33@z=*B_<*9}66U7E zdW)e!k0&MdIUBJ?+UWt<>6N6JI!DGZ{GDLic%Q#j7EtX6-?Nwmxy@@SExt znqi|z)b+$M2BP019L$dfrI)dIe&rXS7Bae03%x0G4v|WK8rW-91T~xv(F>?$T%`KbSG?Nk`esN+gs}l%UcxlLyp^X~zp! z;uf{CEo37mqu>h#l}p za|$*4khV4B`5CTtd44AXkTMrnOy^X;qaf0K0Bn5VBdSeM)Y?cVx4^1|YA4|e4EdR8 zRsIDAX?Dao{ben+*6*5_h>6$|ZiXtrI8R-ba-`hYhfXqzFotj5O-V|1bY-$yrPfT~ zT=S?ZrrTT_rV!mFIZGYil)z+3&Vn;&k=jbM;0^VG%s|#shn!%}vgL&6SWiNgRJQwT0T}0j5j*Rj9NHL9`_OUcjzL`>?nxT{H4XJg&`0G z%3=v5sOlOfwl@pHhn!22Fl{qy(u^lNf=KDK!K;TosS{Nr&$noC_A)9u@Wt@k zKxDZ(h1q-jR-7nz;B-`D&Ha(bi=-4s#eCGe@jLJEi9Gz&I@D){O$3$^%f z>dSA{mL!ps9cnXaOPF(sx9TD$)Umu*sm)Sn6BfcEa>kdqWfxghlDM}V#DIWvJ7r^0m|PzljMjtDFkqn9jOpp8xaq!5-O z$BQX1tSw%*{eC10Vj)mdOcmETOUWJ@D*=ucPijaV{Pp@HZ74yS;jVWXP~s{~%fT%G z+X&SfG*tOW7pY1PWWA)BiWPe-P3hDw0iH>;I++zDoSE;kqFGc+afqJTUJ}2CXZM<0 z{d>0^t#C$#Nb%k!Yg_3&7E?(V1W-$=ou(e=x=vGGN>(3%Nv_-?={Nq-ff0bRoJCr_ zO;(+2D|S`6iwhz)8Rc&~7EvC|l3*Vn`ih;CHZ>>d*ci;~;L?$Rz`et;M7GRJrU;?C zBI=zs1y|CmU{YwP{J96qt5Zgfs!;LJ!GO|k#^#SoMB!V@CT7NnJL|R&mNGqTV42!h zyw3d;o8G^MF9dX`G6NBd`oeON=(?*X@}+#!slEk`HXL@>=P)e$&BCHc zRkC~o6{#zkH~Ki&KmH)zGwM=RG~mJ6@4P8 zXF@Gh+=MUF1y`4;Wm_CW608Uz(jjQDW14xTB9O~wREC=Gb7a*?a+N5|L~iX(-CWvPsG#0~4L^~8ZPOW36@FL!8RxN^c zTmcAJt+b)Z>Du%#&6@gW#ulzi7pSxThbQ=+QG^SbEvNTg(Zm;_Gj-vK(;4#02DSc= zK@{fuDT>-4=}ia;aDblC6fD~tI|_)D)scL-AswQya5bn`UfXY2%bJ#yj-UbnbR|VU zn^pFxh^odp+;mx88tt60AMW67Gr^j)OFVAXHdc#?eDVwcfVjGaH3%4Ew?vIs`!KoR zLPkBJ9V(70g5^`|QDUHF$Vb{_&ak!YBmGi@FrE3yMY11ZD-9QB`krEja77~Zykmzl zAPh4{T}ku_W&Ueuxxg^B^Vm_vug12j)-y`M=*&f3Ezd`v%B1C@$)e;tVWR9;b?>A? z9N0q(gofh_p-Fq_Rmc12JN{DCxK3Ixd;K+;rhI}ZAlc1XM^qMMpD3-bW}w|_Az;+r za^=jJ(1uVj5$EomF)R`QYU;rF+*%abDWQO4IwbB1{v<^@w^}pPUIl$Y#@cn0jKe;4 zxGE9g`;;SOV(=;!N+T1c!W4KG#&Ih-BTv6CV$k8DffFH>RI&>pV`!MHgz55tqB93s zk2R~g@Sb$F?*N|v9MSb=J1e&!YXzEGG&LEFD&wtzI2E(=wTS0}xKM<}hx#gLPz9ra z@_8fGRzpRqKsi^;h!0F094yxG`}YNPyzd3ek=U*lq}Iv6B&W{DHHPI6=<`5TS#q+y zdJRxn=_ZL}Z>0#n=!^+REJUq`$f*ag3vhiW6p_0o1O}2_`woMn%})1GSu2l;^l7mT zMObyw6-lB@0AsH;S-S8L^R82ap{mRUz1>u~ZE}KNj8`yM)?c=&uJVH4D3*;}{hFt^ ztpLc{q8XMgJ7&H000}Y2Yk;^;H9F&I!z4#fU`o;UgRPkTWGMAu(E1GwC$KRMRQVz* z(F#-NcKwFB!di75=WCPS6-{r{a$#z=uWN`@vC{g4n1djS!0#Yz)%$Fgo7j*~{IUtec;6O-oCHtdsPmlvi zNnJrPPb}HyM&Kqp8b26e#@ggbRQ7G4Djd;P_eHzfX1i2k!`M%ux<4I8qDeqs3uzex zIcN-YA|(#4V*ws=PoS{xYjH_J^?)>k>UE5`+&V}AsPaU_xrvseA}pJ75^=Y1bxWri zqE&cBlQk9uAZ3YRtlRdpWgWCw#S@+=rt1H2Zf2_p6xwoKiEZ;&TFLj?Y>04J;$$kp zXH|pKS*F3{7RdT@h$X1{TA&dx)0fbJ0cil|nIG1yk_~EVC1@#5=mdRy9Q{I;nopKV z&KhWAqc2{p^6U?%h}_t$(%5Y3?yr747tPsQ)XuyGq->qc71_YIb6Q1UKm^I{BUg7i z(994aMtjm(gdC5>37wqpZAdGUZ1&2TU>xfpHqIO#I>3~XFdq)!3$bW63L$Hk)5C6D zXh|9XZPWm=Ydw^G*RCk2h>*aDaeFC^&OG|3rGqP7SVcytS4}j`KlOlfhw`d93?(yA zBcPo_79XnA#8g*{vJ>0$C|V8Ionx7-BAlGVwCdeUBFSDItq#WNmurMEvMQ{0$M?Ue z2kd2YOAyoV%ph4-WksX%xZTGDPQq=aI?7b$fbXukV2qaJJht?-Ab}I zdPjJF{3`V$ax8nP|c$9X&G}G*Z$K}k~q*Ra2O=Z%d4HD zWc)0|^tp$d5_q0aj9r@2oI|TyboFY-RVWmt?GNT*Y3{@icyntOJ4%kIy0khFmCPMl zP}!y7?H{G#Fk8?xGY&{cK&7XvJ7+7B!H^40$Ik!oGZxtCiCb5 z*5qcv{Ls$Wf(A5?SocoH1DLLoE48!;7sp9mB~_eqnIZL+@Lc4N@sOBjawrLL7qCT( zI#`2|hEbWAt=<#w*A_zPt;pgrVrsYQ;Tl2$nVP^tQuU4y5hKHkHgQz5L);fC)R{1i z!5b+*&;cqRmu-IRkAR#)k@ThgMOpm?R_Y>~?av`N5Xeg@^>P{-UQN&Y7>#OcXifmU z00R0as5McDGcW2*EB|`S8p)8_gH+^(A_VO!ekev8yliI4yO!M{R!HJ4wpJS_%^CTCUM0k=Kyre+lzE!@m`AQ{D*~CyHPZjtc9V6mZCP0 zo*2C#^r)Ae{oB8=RpL!UG>*6;0ziT_td+H9?R_GMKiRD$qrGhm(o=EM~ZRLtS0dT4^dvsgR|TrPRT(v%0RO z!8v;aZDm@AS3VTDGe(!k3{E)La5EbzTX|SN5t^g9UzSK8s`b#kj5YUoi8tc@SKPO8 zWGQayQl0A?1ESG*Q*I|>*ABFvWsIhSbtX>ZsS+{&V+}$b8c`b<-y_98m{5gwu5)U~ z(l_)0FJtNMWl9PRKzBW$EF-6>Z9%dhZ$&?HuK1P-(_J6YY5h8X5X?qk(8y*024GSd zq{0FX;es!rKb1R*lJezzDy(LR*(+qCquj7gj*S&sb)1EoajU8+d#Iu^cEOL)m{~ka zto`Pu0-~CaXoamN9jdbHB4JuoVk9j-#F~Dwk!!dZ2(*9%n~_R0EuO_X)`^ysjXl#+ zQpa{~C)G1;=;B4W$BLxBp70_5#Kko&#e;ApG=UQLS3F1;jLH(Kcj^2}2Tf9vbAVLl ztSTWLJYjw`x$8Xmwd{llK9y_8Fov;N8bneZVT9q!w5?bnQd0F@lr=6;q=_*4wTfn1 zg~|ux3NXi-JKC`t%2N8JLXT9@7io=nV4nkQ6m76s=PPW%Y)#jxw9GH+si5*_#k3M8 zCbrDNS~%brVIs6}*}hT@AU1p=*LU@-k!q{mqGY)CxeC`nwl zt}0*>(5R`wkyV!%j4?%s4Agv;pkN$r%thJBPP^g9E)WFlaTQ(~dhGA@+*>AjGpxFe1VT`*{~$|Gvl9zaqN*z81WvNabhtXa83VD`2DA{NMD zJ+Lv(4A`(5Vk3`*&AGwkLWRS8vlQs+m%&_{{S^#3QMxwjFCD-u&3~V6?GnQk40XdHvqkjSxpZ2eWgo6M9@C<$*xcqd;~o=)clcd1QNVR z=yHh+ou*_LyvDTYhEo;YUI3ZOx1A0Ik@A8Cn(kDMI#1kJ;;w%()TB59vh;SX91x_r zl!|OE5C8Lx=~ArSIg@~*wH8eawjgn8t9XUtAdaoc*8#%X$?4igkp8h5vQeS3K-UEz zv{Fn+c}pa<9Kprz7S5|X#a5(|G(|RLdHK1E3v7Q^x<`K@Yg3kpE&v~)kO=6Om(5~22{7(^5jKnF})D8?Pyf$-Wr z$v&!KMm%+1!`H(QdZmgxGew)1!EL+_K?xN>SR>di&*B_C3B9)d;BiovEuFI1l6T|{ z8mZc#yt$|bR#^sL3G=%K!c+;_2wOm0{t_A>-Y-2KtFi?NQHt+CBpY=`isMBra=ZM+ zTWCp+AlqgSq3D(PquT&!d@tZYe`}>#$cQOR%a%vaXMERG!G1-c%>tGA6=hZK%UJ2A zq!83;6*N-COrpNq01`(FU_>=Y2f!RV8R{3HDET{k5^3WQR+B;$ea6DGhEg{Zz@+Ff zA!k*YszNPGJqs%HoPI%XP=3=gxd2b7C8DCL<(6R3j?+L%%)j$8n^%?BD@KCGt{*Ov zS}ADXXLf@_SOAxgY6OSw(vCs^EcGX9S(`Ddba9E1Rx5RCQ!8y)mg1ROL05w%fk>b( zV^dkw;1Ns0r^U!*ovRrLM0G@9Q$tNaof^^XKt1)Tq*d03SgI8r3+j&OE$qFy( zA!3t6rJvd&>lC)zgEHVmqASFm$4E{IWUDCGfK8O(uiC+Pd4l>*>)94*a*ryyOjyZO zOW99xE%TQ)+wp+1^Y7XuAvlF@P35PKaXNCD2WpGZz9k=GyM9K$QXeubWQGaQt8Izs zcu(@N$Qt6@SXxxsJTxQF+Q_8cQ9Taxg2t&teO&Jh6mAR+zMZPJ-Bc)xbhg7|h=O$_ z8-)X9v!etamVJ$YGuNX>-dq~9)Oi@zAg0!)po;;{XLWq2s`S_E=!j$00xq$AnY!=FfgP)} zP)S0B#E0` zkag8&xL{%#cH3yL`xy$>Q#L`Jq_1yeg*0i>*sxHu{0aSRHEIXw5~|`0>n-iIV!NqA zWIWpr;EOZ~nXDA*=^g8iCKW&y>GTSmoRD=vg%{A=l_}DT3`S4LmuW{h;6_Q6aO6b( z8#HPJpcFX{5Q-jTN4l|VrHPzUi1|mpawS0c91yL$j!417NV!8)bjY{-DP}z3-4vH- z0P`#PYMyGw6_--*EX$`(67?}O&unbbfk2`zo~qPqQG!)TLJ26W#>AFb8;k9zH-AKo zKLnBltG!hEdFOsCgg>f_qL1Q^B9M&a)Z_Ddm13R>12$AGr>>%4$xYN$%lw8m_x)&7!wuC`muedV5#_O6b(VO~A903rn zphCc-=5d_K?1C$aNUlem^@!%d`nGJGw&2$Nu(AxX>Z}eogBpf~s(clC+_Wdv`PfWC zLhhzEWe$)w;j9M)R(&9RxvIJ?P+PbVt|0V>KOsQ3Pzfnt5Eg}2Sb-%01>w>9U zgBTtInbJEvi!=>lAMkief|Uh^ag~+3!;qm?)kFcuW99Ib(27~z#-d|&Eo0QwsyLG~ za3|9MF#6rtVnQ9oOkVMSz7j1gV!!*jt*x7|B)#R@+MY9P6|IT_C_NpZP%S(%11ex8 z?jU2hP+J`YmxB%JI%4re=9u(@*k(mKt^q?{yH zc)OjFVgzBbVl`GeM-Hnz!xY$s%e0QVS%od?4$T@i$@l`Y%kT*spFpF5rd@Hq z)Xs2u4-_^-iFK-(s{1)<_jjmbZxP3S2bTf%>v#hlJLlH(nm*TI#oJI&%w^kr=+q*Bg360PM4^{!V-OQNLipbf-{mMlOd;YOA`=ND6n z5m8%G+FX{7sB6Qj#(PqYT~CtorP%hBVy;ry$5`pg!D=O~vBH;42KN*SMJ6m{nZ;=Z zi(X2-s;JE1aP1?Kh)OwF;z7O> z${SZ94S6gMF8n%M6rGf_sHtPnBOJv2q6?tz=!H}2aBwRthB?HwZlzGHUNL(GjLMc# zWtFr&IiY1IrachBWllPvR*z5zPk-JTpum8pSy$ZOT?0Ms8tD+trdQnZWa&hYf@r1c ztgtP~&~`!TAUS46D}@pmsNA^SYU@^0hQuArb@De;rDR~`c3Shn-g&Ga9c1Tx36=5= zmS5k72t(YJaQMpPY9HWZX@6&EQ`-=S*9{Vije?#*xdqfZIy-9^&{gQ8aw{7KEp&x2 zV#Y-U6jz~&0^SG+GNZznn=5$)j7PS^M3assZad`wU#XkecRdPog8#Clon99~R6z&H zqOk0zvi<<3sDxjc_{vkrY45@XhF_CJ<=ua9uL)+M^hupcMtG{Fs}}YNymd~50Yq1u z!8xd*iu{9RM5TzMNd{N6qDLhTlHS>s?v*g5l4RwfLA2E`ML)u+>lj5LvMM$84+}Y> zjWv{TvXysx3E?Qm_}O18lagYc1wa&B^olXc$^GATag^fSa%90sM|Ss4>d{teL~g1g zqVp9iC%Y>K>7hC*O`aUiLFmUn)@Ufj^dxR6vRPJj0Qihx9@0{#q@GL#Drr+@yLGuIu$N8BZvxU|8zK0-4n{VhC-SAsFhc|))8DzmVWG8z$%2e z-vT+07c|DwHFv=l7-FGF2l`u3dE4&_gc@M$h1L9(xl;w~+e`QcMImW==AyTv0OWmH z_>Qv0kve!~YiR7d5^Ge-ywd6!K$erboo2O$!=6PM1>afa>T0DKnE;3gdpD>G^Ku*( zA_LaMOm2j1u*&EASDD#7>?8QsKBllFW}wDZrjo47?BbYRcV~jEA@b@SNu@&&kl}3- zM3CN9469YDC7orm{03$JSHhC)M@d3?>VwA(p*G5e-u|HbL72ON1m-*6v>(P7CpJ zy;~p7^KcFB%0nxzn95)5f>tRce7>DkJW{G4hJ))?U^p45%nDRO)SrX#t=Q-KdZRUm zdI$B%0g{C9!!tdCFTqZjXui^1Jwia`C&IcD^%h=n!O9p1S2HZErZ!kWu%0^@!!T-q z>G6g^Huh4xw&SjnlJJV_vAGh39b*RlMq*f>3=7{rCb|pn@VSUa5slInY+JebuyYR4 z4Q9UqFNN8~ijD&EZ5v^1RgT^ZNxHgOhGGjAsal$#E5y5!0MPt&`|p?rc#(xg&Q5zQQWK${7@2d~Dl=dnhX|2oWw>eT=BH^M< z)(NB?8PrIib;yE@7Bn5D^Bfsm#^vD2C9=67f;2o>YOOD+eDwq)LVkS)s{Ssp=p-hK zAqiPksCtV_OF}vAUuAOq z;qS@Ael*V4w!-l^aU1Il7=TowRlPI5{KV6D7p{09F9b#+mxkLd4hXH8htq4;tr3Nk zfF{*}R!;nNRVOjQ+o(2+K$8<3H)Uy!}%H4Zs-Gwd z+k)+7FX7ReB|0MlAzFEA%iE}f$HeT*?zI+uC!$L^HF6TJ9XGHN#bKa38)j1a;q{Cx z*;JAS3ZO08g={LBFhK$7Np-BKtRDf#z(DIL+(mV1Iw=fQsH+Z5$${NQ7z%6e6T6~% z-DjzQV-hlgieFn2!3)?_q!f!&WYdf+P>{ORv&z5#B{M+Ack)oxLz|=l*=4Ar8S1jw zj9^`x-wb9Gyj4m|uA)V!5cZ`k*fN*+V=juoBV!MYiP)AH?%93V7plNoIjn?PM^OrF z{0^<+royTPU|ub|PS@5*6ZF=ZPE9tlKl(%Ra0=$1b6y=86k4^8SQq*N6-5(E{b|1E4f_<#}YQ!{EqN9VRDbOpR8>19xX_tM)L z+y_{L%7I+57AWr<=%%Yq2(o37OZB2Kgm zE(o00s;Grj1!Ca>tfaO2L&JzGWzUr=)j6#>Fx7Q9@-R7ZtS$)~EufkjGukbRI3u_U zqB@olRU}<6=`BWLuj&p8%y;T+Hc3Y_0c2D;iaYpbyjFmPB$hxoa4PBsB$B z@1WLdu3EY2`gV)fYS|@2OTV!h5~KtS1Xjxc$<>ZytofRZ09*Ao>3=7Q@{FN{t5i>; zw~Lzb3}QXZ$^4kJLaq$t?Sh`IRbcGH0Vu7H`U9}Y3P}Uu4qTl`k#U7swO21y*tBlz zlqBy_g|`AsuZ#_68T_Bbq z41_a<2iC}qN=rVZwaT%xwVW{Nfwn9=p8=U1j)jvKK4Pva*_wWmg;z8vqCQDZ$LSjN ztQ?a@fKqV-D|#(oK9Hd=%w$wrPsr4vv$42AwoRK6ahF^xZz>OvHY@S{X2q=<8_B-YG|+KfRJ+S_9~ofl4Ni0 zok=`UNrnXK=BnP5+aOZIV^QV_gv4`!G>dfBOu#aoPUsaYQ>Pts<*L8?W5&yOLZh~Y zKZAuIAr*j8hpxVQnIM^8)2f4#gnpl~kAzW_1>~TW*Yf|0u}ljqIZhij z?K5tO-n2%|rtHo7IIFNoneV_G-O0FWIHQHwx9DV;0b{ zSv##Ftbab0{k*Vj-Y;1S6tp_Y{i0g5`0`MsZxz_Pml0{fX&it*npC_CC)+`;s6&) zPO$mG&_0_gj0V|6IQEA~lo1)WfV+V*XE)dCOJz0`LVfa242{H;;HeMicIs{LSXjer z@oa8#ZAT>Wsn(AyT;J;SjY`8)gzmFKh+)bQ(Ct*a5k=0<84FZ zzcuj*A&4X;h9+E_*W37Uq?nlTQoEIRKM=<1powLX-+P%5U!xSaO%T1v5|1`UbQ znUJY0KpO^F2*1^lbg7j?oG@Rp9sWCrwAQE$o<22JR4O&V_sPkdft_D3U`W&sQC03<)Ed%s^pkf79aqmp91s3 zR23&?IHC@>WAy$QDhw_jIxz5Fvx$&OKF6$3I)e$N&K$V5L^9_i;|Ryr`RvXgJ8dVl zh=|Zuln7aY!5p>AhHd!*(b|vgZ5%mXLrN*o@ne$Q!qKA-a2+LtAaYq(w95YJCYxz2 zr9!R!I&)ES7=>wkYd4_1<6&+#vY3r7y}Y65HV*U7s52xLSWpWy=}S)-SIh{NjxNeT zc%g#6<^T?Bk%f)V;7_uCtugT<9`S!7q;YB>7#T~#hlaMCSu?Nl-f8ZCKRasSw3JCL zZ0|O5H$}Y9RnQ+P*C5lW>F6=!Zm(+d)Jh5YYCzr>t;H2fO=D}Om@6)GZn1nsMI>Xy z8?u~X`IDZq2H96F+R#K?R;ANqmpav!RIvtdN=2cRZ$&8Qqgc6dZ4aYX*=KEwT7aUv zN-1lW2Br^oH>CEEatRM@Xu(kn0>G1D4J~chW*azkWgjmscN5TuW8WPDLM9geVPi6e5;TaHx&lD3 zHUMnpeo9Z<^xAq9ZXzE>vD;b&9@qa&)V9w-^47*cn^BvK>;#H3?{%kV`yS4Q?h++bn{MTsv?y?&Lli*Kt@{Kja} z5-H7kpuXCE#WusTSuVfZ6bcl;WK8Ui%gVswC|2U)fLm)MDe9$uYuuvvP$Q6^$nJC_ zLcs!QS-p@sDf!$qf)ct0!Fu&Ou17MpEN!-3i6;VGCu2DpVi2Bj*Fl*G!r|zQH}FMY zfrutiwJN#rVE{L}ni74ClUN?p)mOyvuh?K8iJgNB(pH4~QUbs=BnKP1PWP+WksxQr zx&$;kXReUSN0l&1ZbCX?nbjl+dNfTer5U;(c_>XG1adi+gkNbqLc@u7B`k^NJCniV z;g4iUNh^j7J=`GBj)}_D8OBIfNEdoQKs#^nL^fD)1cNmBLaQ!w&3?IxVA!ML6)&We zvvG(A(p;&E%1d%e4wl~)C8S72N$l1WmKBscGR+{Vy*NO2Td?7Db|lMI7O z(vY*PS~Ucw{&sYw3CDJX?4gk!A~@30T95VM?y z>smB1p-+U3@=^e*dtHYq8RkjWAoip=KtLGl?oTQ`Zk)b9r<5N9-ug z3*h)8&Q(G&KzubVuq$PTMmm5O8bk^{sZio13ArU{cM%N$ibGc(VwX0_kjZFYwGff0 z3h+qAmKVi5!rMPLRHSoWi|Zx$xDgi&Ivmrn0_mmYY_n#TA79TG)B?OXv140 zC{;qH-#BIwoxm;_(PC!WnjAH;5Ka*%g*0b-EuOM_WSb{3m$|)D$#8;oZ82?SVe>LN zOxI!r9HyAa@27{Ai**rL~O-;Jp2 zSeO=kGQS1Mu5G>gWJCwGXbeY*)g4ht2v*GSvNIyvKxI3bNbApXH;^djN@LX2>Pbmo zeUNvh)_?<&@(!H~Tus(X6;|dl4v-%rIMARzNgZ99>9DhoXZJ*ei?M_;(9`UaZ16S~ zty=S}-h|EUQITGk$HD-1f9y<6hHmaiK7a9#3x;%pii$b)P2(s`NJ=8aj4TQk+-Q{@ z9j`;%>VwcKBZyRbc!pCX5;Ry1Nv&bnIifTdCv~#cI9|nTRSTKLWHsCfe*Xvmm9+e= z*Q`3SCi->zXEK{7Ud^xNPA?!2#12GCmkS1THpfPjZr{wXbeP{_9!#a$ ztr^&B3_&1ziwSJj8>tOWCso?~GGzU-xcRO{`2CuNEF0_>rIZO41JUy0WF~%`-V$Rk zO-gF8MMT!4A0lfpbqEAHl3YYCuO{D(B|_Few+$CK>FRzKpR#mtFCp4{8d(?xUsamf&CNe0xb zIGZYtTu3EtA7ke#dy|ITrIeuVyn}F)VZ6ksOtyW;=Fzy8k`i*ztR}#DRIVVpp#%w^ zAzLeLoA?i71$0K3c_o9%VvIy%!Ks!A;KVa za27L5t>&wfq7^8JYX{BCMo~1ZalqRHp2%0ch$~@q3JHZ_hIM(EcQ=`m9{=O%P7>ot zav+NCb(dPGN))C0U##CZcy^DfWP}fZ!C-)UQr)nv;f7m_`)JleyMFc8^;&nLji?hR zFm!=Dk<*n5k_YLssRD2+6oSw!{Ns@%cYd@y4XR8F~6VDFH8`P43nDf5sIWz*si~WszgIA zA^C^ZT*ys#;=UkuRzs&TH$Pn*l_vy)JtN2-K-Ea4 zq80pQFp0vO9a5-r_LQQnB#>gLS!_uR-K`& z8Zx&|UK7ckxUjvwm|$F4m0kr0lMxuG)#kR)Izg8zLY80$n}<_jXjBYMw(HrHg6bJ1{*k-MXj%kiPMwi z0=PQ|wN25+70yCsLAKMhcYAJ)pfZId*IP)@JBl*lx(^ap&}`U@nw4Rms*xgV-z_vN zIJ*;~7Q?n%4_7f6p(bIG*g-MEN%L4cDj8f94$`XfLd@1i^H-^V%Q00ZY$t&4Mj!o= z{$y6v(|L3rQ#N5sLSTav?iMZ3aeq0-d`Xfeg9PqKMP)$(*EFpbHI7`DB<{wQjN0aq zVDOYJ#mT4%H0TE~YZZN0r!6E9s7zv^nFw1{${xmL8!p3sR*&;pv1=A~k6a-L0J`Q7 zqtbP8d%1^?e1J*JO0S4J$dvpG$aq&~Et*WV;8(MOo=ULjowDWq(sG9ZX@>Mf=e3dg z(EwUrOTfap)pRreVXQNo=#M3F6lImAGRI-=1>WOEHn zKaYr3Usc5581W^^pSVDAAe2Hg7SuVJWP;7QFSM-7g%uvMUTtHGmcEjig_JhQ$uDA=Z@g0Jcp#$L;DpTfQ=?H4_I)T=|j^Aj4?w^D_hg8@DzaCSMj4%a_nX*-8u;o zaDg~}7m=b%9)*HymCG?4SbK{1BP)(ZG3s{wD_;1zkC>B+Tp)XS#B2azY#?*OsQEjE zsQe*%x=Cvw9GHHn`e02fqQa+64J?X1!U$D;>Rk4(t|~raY3Zl(W-no{0+wo!(DsO3 zauv3OQuc74gX&C1R{vjh)NK}UK+kfmk?SJSC=4b%egl4gxgph?@Wm<L1MAWj)Ki&?Ex+LN2{wT+ly5gdXi!XQH{FgKd?- zf$W7@MejAE8ncrQ*`(al;4%pkYVdlhdy(``BB?wD^=oYTV_HwRRA}`gp;@T0^lm2P zeCLTHStul@dMICa*{>5zk7+Vn5QO@%ytcG6y$WhveF@jpIhH!|-f)J8$Y+b@>I#2< zA8fLrUR5$-Gi8hVd0K=uL@Xz5NbsOM3FFvnrE%A5^nkWic|z4JX(VO$g$Yn;&DKl* zO=^KX0xEg{d0B9G>4CNLs8<-%r_z>3R0*1m57jPLQquCn-Lzi|fWOR8ry-M}KRTfZ zm1t+zn6qdCoGLjFu{b1|QgaGQhzG$+#Sa zTL&<(k}`W!kI%@~YV#yQA0Z!1K{IEJ6HJ98Qf2yXbKU4w(mOgOThL?Ymr06KcYPJksN%<9tyD_YBLYFW75 z22n-IafL&<5(P!us2uaBYt;&M#>5(8a-Uh7ON2{x9i%;73me^Tfut6-5Mlty1tPJ0 zx++Y*Pw*2rEz>)n-253e~cT1E&a;vke^Tgle>h z4t(N`nu*exHD2bHm8F1KB`sQ*NpsXu*rrSFYx^o5{1Y7NeYZrxY#qR6q(y5aT_(h7 z(S1gxJnD&vHE<4YRa7)uRgZ!8%s`rYsJXFyVVsH!Cgbgk&crGygP&k&P?n5qs=;OT zq`yb~pTBC68NklkjZ zl2kXUvIM&Ar+~zx%pfAr{OzRgoFET8tErODm2;on?%(D1S#%BheCeU ze%u{7YlLqX>+kZ5pnjf-Kf<#&=KjzAhC1+5ap_0 zLal;}b9qFJ0da@7Z1W%gcYk4G<% zxMLP1xGdtKR+s~l&b9tTf8E6L95ba$TJ!+Lr=^V%4=Wl~N5A%pxvhpg>uiQK>9pCb z(?j@^<;v(8O$gW5Fev{l>vdI1m0A4rS)15-GW{>r@kb*w25Qz4Md+sog{c+9gg(@c zD>^|RW7U3Jp6eTP1iEc8+q%OsVn@j(H|Zw4R&ST+Q~-%BIOjl|U9freb?>D)TeG^P zQNWv+Nj1x0^^LmBAmai!HDOW%iHusa!T}PaymVX)Hb9{eXPB%w}5=N&1; za?^txKeUK!Vwqbd21ft^k$WpGEiYx##)y7NphBeo%kwA&pVtygndU;0$;QhIHs2Ci z7Y$CjR$Uh806#&ONG8FWHf_T_Q zm@66*n~47PJJ_ne3X~)EqYrVJ4re?Vs-Y~r1eN7kyy3n&3aIZG2Gh|ISq#B%NdO~B zYIev29M>0Ezqgs`LLmDm6SLTBd;yc>g3Bz9T4sV?o?~^bCOyVo2@#r zK84g>_h{V6MBrb2*(KeUl#WV}h;=NH)8tFiow%~}C1u1co|U4Gc`$EZpYw`=`4tgf z#K5vlh1ha=v>VCRH&GK2d~4A8Uz(x9CaShEnz(WsLun+g)doPeDy*b@!92sJ>N=&e z9thbIg&8@aT|sqk{{+!A06nQx8AOc~Tp8C&Ge|0`=7E$b9c*lLVr^cs$H!q1Ly60; z1_Il+OxWvOL463)4cvEqt&eH93v&`Q)ms-3y9JBD8M zS&W>%1$L9^+lhl>D^s#No2O;5My+K@rEYcSOp9nQRznzJQz?L*EUGB!u2{ZhcVO2E|A)DJuLD z)Q)v5H!DhJEX3H5VH`@J^O?*Kd=4#T8&wjcH%{N^(sb(r7Uo)ltOH|r%q>P&wexy+ z9L233uW^haxal;Bmdb2o&Vbpnab49RL`~r#yxFaYJ|X?EidQ=W9{E~%5=i|?z%Oj3 z0z_`@U9s2_s~E5`GQ)wTXO5EgxI-8nAw+5GLE63~WI=1V#8>rJ@;o0}BM*}y_8h8` zi=nRkc$KwiA&BVHBwIU0bfBV0?ZC*vPg^DQR08nGw!i-BY?f@XW-T_QfxxS|)E#9! zn#8aN+1Cykx!m@8$;vhyr#fwW;-VE<3V7G6BVvw6I;c@eg$8*)65}6*hsnAihaM{< ziy^VF#3!|}myvS)AqXw_K!)tbHQaR#1&Ma_0G!ydC`jm*4``0daja}`gdi3-H&585 z`m;ZH#xT?lvQ>LGkn zdf5#&DCr{`D}B}e2#J(_U&oM#GBiwYq*|2rP~Ya2XGW5Sea!q9szO&J_H9^xIk~Mg z(}Iw4;pi2SRgq31IFg44=^CaLge~n>RKG?*ewqtEQ3YDw)~| zX0D72eNRuy5~}!G&}IG%S04_>c9CMT2OHM2PaI1!5G_Vv7_~%mjSFvbERJS5?75G+ zT_g_UQtbwT5{bSNF75nj;TdYykI?$0I*rq)OU^=XKb~nc}e(*R(LCv@hYThhfj+wAe)V=FCu5;(XebSz>;yGaK!?B)j&~rvccQc4YK8h@ctiZw6IkjKu0jRbK(OBl z*_X+a0L7B+T*lHEsoN5)Utx^cq=4v{^DhW1In#M!JGWZ1m`&pF1-IE4XP~Ym>WYRf zi2alYG#9y@eqkY<634!^OD%Q};b?oPkqwMgh7_>|C64QBar#%ePBO|Kp!yTIh8Yzl#QMYIO587Vi0i)d;#ui6S=X(DKiShjutbmqO3|#{d&;~@9fX4 zmde;NBAnJlqf{rLjLkdCDIg%XMLal@&R_!n77ECsu8%m7UZ~g|is1!bla|FJC1f0I z2w`zWzYydSIdeBT*6l#y$3KLQQi5}-=k&69CuBaG0|&JcdsSw(Sf(Q_m(VGL~I zJJQUL7HvcZE^05oics%B5qM>4sa>c8yaMxDmicB!-K8`v)zH$8tO=%FI+}$NBAr=v zlz@&nlIr!My^F)Tt?@pd#xLiF?F9!xI-q`0M_(bHx7hE*Ti|1>R}pis=H~8G6t#5!OMfyPGC$` zR~C+*OO~R9htbXSV9tOuy*KY=0KaR707o0W0=!5FVITc%LcXYlY2tp%+iXcPCEP`!7@A?myS~~0X z8WH6siZ9J~RYivzFkj0h(D$Al*ald|lS@$arqL4&qNq=7sNNG1N^)OW!#qfosjY$; zhuEaLZS=o~v^AE*kl+(dElCS({}u^sFgmCOW(zbf7hGY?ILzcpSX>&MoOld4htMH5Okc;!Ta zqqk!JXhuq9^W3yV17l&@=DLMCFBJx?Bd9_7?(4vnat>lG713Adh&gQ%4GdZI`m|h; z*6y&Dhnvn+B~2Kt?dzqKylCmH8d~Su+Jv&Lm&JF=qh^tD#a>-d%!@chtMsR#vFfA6 zQ_TR1uGh&3&Gmoec{GuEOvI~ok-&d++4-~N+*OonV>2-vF_BJ^4EBuI)qVB>%N;#L zL|CeT)f3}{1*{{w?K!6Qmb$Kz53LuTQWVGeb zFHHoIhKqFY(Kx0r>a-Lq0{5*3>xiHU<(g59jQLm_zPzNM;X#}mYn3e7%PvGvaSMf1 z30<=UPY&qwE5xPCWRSNE4GJP6ftKOx#%dTf&=~{cQUTBib<%kwuN!NX9kHC9%V!=j zb>9~7jGUy@=+=@M@2*Vke8NeY=h>l7H3J7ohT!jjizp=#G*%R+3dpNg3rK~BRE=sz zL_F+;&LiyP6ekF3{QG6GJp# z)OfI3A!e^WNMac=PNmy!ZmFz>#7cr?R-FWilnpC1mjG~^m-IKPO2%B419dSB@9-F9 z6SP?oqrNtm9D{CX(}eo<0qFn;1I4m#AHJm|)f5w67 z_G2M2i3e5e^1_veI@{&7lpE5Es;o`EQRgxZQQC%yQT3TEWAXP37+ShvJ1mhXkETJ-au;E9h{hOCWc2MVif**Z}>GVNmX+IFiNEghM?J zTLa{Z+W41pTK`1ZhDj^ilt6tsx}d3%$hEU>v$d338iIm30vA}}csjLyb@bpQVSJym zrq)U(GJtcLny=l6@eJRf&wd+)f8Cdw6f6?+E;Mt%NrfFKu>o~p^xQ^qNDwviD&Lw; znv6eKu+BoE&g-07Qcn}It2IFou<7{l(_XWU#XYb2K?C`TK8WC!E=5@DX5~(uSW`Bi zZAF`1RFxs}Es`BYTW8`ZnKG%5njWKIDzFMSD<%dih!}0?KwKcHv;p~KE3qGT)XAo{ zwIBcdQS7A@q(7C-omBxpXis$ANitk_$5-;a3Q7f1c@9NZet=?KPUxyTTD?eDUNRD zN-+xu16e9-rjaF?j@=rH!6hZYqq)dKk0}JYVb?vmdWoBlT{<=@Ev|}yE3L=LZ&SR5 z(~F|fmieG1Aw~Qsx2tyUfK7c9 zvf|15)b|o*N``bW9b>X8VK^-a0a=!wVKcL{b*-~t-DBJY*38;NEbzR5k_K@QL99B z*$qt@*?bAL<{gvSJ1B?*@9_S<6E|yRXU5HhVkR_@A=u~`Ugc;Sor4NHf!;uM&J0n9 zkyPDQ$*PVl1&QD+$b=ng6fo5OIT6$HDFemI`c~$v6N*dZYdQPeBfOL5wNx%!aV{Hr z8Iaa=it|cbC_th;qal*G60aeRg^Z>ZJtJR+_s;g|?0Qc2!T|!w^c-Iw8>yhCHPLH6 z1X?OUMZo$~SKy-GQJ?mr5%(y5Xon8`d-=fY8mrW66qFcb0^eY7j7b9x#)vL_-q=H07Q&<5NvNf8- zs#WEVpB3#38B#W)wkDFM>eRwDo#oz<7#DguqZPwioK52N)2A#7ldkL&4<*`5q4poZjaR8 zIciK5U5Fi@W^Sm5+1kr6fAw+79`VWUC`#cFiPsn^rBfMqa=2tpVt0f6e8ky8T^w_e zBMUYvb(3!VLC%g>oLW{K@?s}lq8}oytwLPJRXXKHS%yAhF&bkVqWar>8(WaSBgr!!~q! z0iSSowf7nU`V=Kb2uhS%ba}}@vJjt*R6G0;!C21H&|yu@|e^FQzFMZ^Z#D66~nzigLT;&dO6R^BZ1SDFC@fee< zkB1PLZ3>|@#X2_$Cb5UnGh43UI5F%kEa#`j=}eE{5r?RLR!$%p#DD8X4X#ujZ?sE7 za4W1!Li5{KC72b`Of@pvD8|TKZ~%u6yujfu=aRIMSuGNY;o>ljkkrMN%-z^QNYX3C z71X#mL5dfuK8?Pb!3e8r3QVlh^(l6dO))1z+(4BADvCOyK)LK$8(uJ*k_(4m>QuzZ z4P20Wip)BqC*4w4po@yNL}l&o(DoYdWfMD75T7o)8#yKyVbF&4%h!OQT&B zF{-i5%J2pzRN=eoN#4+z#>}xcJe#aOSuH#Uio<*&6;RW4^l|WjT0J9liH4YIDM=fu zEKRXN{4u}Q(5PibzZHyv2KO@RU>Tws^u`jDoCjfrIMJVH+l$rVgyFRE()}**=zt4i%3g-q9+O7 zQcwbCUFUiyAWT=#dlhEqXb?&(T~idf4^rc9sI=(3zj zO;c9_N`PBoLTw?3Wq{hyu+N%R34Q$DBsFFzAX8nQbQ^WS0It0cGCj{%s z*I_j~5!}rp4FPx?+lcm74imKzT2HDx(G??l$ZPdd%PfGebjpcZ)3EGZ2|D4j*Kpl3 zic(DSjgsY@Qk_#{BCANP+iP*ut8y>Z0U6!81$yJvt?6PK38;$0=Qzeozy^T!rT)Lm zv;tZF$g7>u&8IPv#}mp1YdL;U{HN9n{S7UC63YB)_&tQiEe(}P$n_NK0R~o9vB5zc z5-LEjf;790@;bK0QTc3+rgwC_N}#3RpoldVTx;)NlCQ8YJz8s>-5-BFWCYo|v$z9M z;y;zZ7)&ScV+Iz%|E;02WOelFfTSPp5G}DJJfUOvC-PS(k+PGun8^oLwH{0*`5LU5 z9!Nozir2>2#;`GnxdrCmU6b`oEsA9^1?GVHf5!{3Z4V+! zh#u$Ef}u$&)PXR@Tji&c=N;<~44q)GDC}~={NqTQ!)nl=C-?|u;a#qjAxS!)z;Y_t zxV&q(oESPm4+C|z8ia6?q$_3D2rtL#Sjm@WvCfj1oKbNV4HPcLikLDcc|Vykda3!_ zOolxr*R~_Tly(hObJM{PCHFIIrbl#Cr&2#*auq`7Aa!@`jG8@N0KX-UvSiLEAtd$; zjqxUwEKH1)QJDwogp&~*9ZG4m=gOK$3y<1{jb8t~Tc8w;$Spz6gdVTo1LV@r@N1)3 zg%;O~GEI)g;W)iI2V$?$5CwIrnR1Xfdy3C1eZ(H9P~Lq;{xAxnVB}6kly)7$%DWEa z*xRM4PRWIjm-5Bv28$xVcJ;JFNHAUB1Ykt;}f_kY}l|VW5QTIP{N1^ysUEM8Q+`&7?HJh#(y~#^} zI)=v!Nik7w_u*LiYCpXs54`il`T}wS4}ttVCK&4f%cfQHL*76Jb?Jx86}n{g^!0C@ zyO2&jhB3gUzFPvP$R=meyxp@czZLwPqkxd7U~g&BAf=OXevP%wN40pQMz~uKXKq}M zM^yF|xD7?O7hEi~;GP2zlnlhb+`DMES1m|UT&bK+NLvd=*)c zLU^EyX^hm^ngjORQA=&eKEe8aS}=*^@feNLbGra#xAT$42MvN(NXYAJS}|S|L;~Bo zBT~%TdAr>EDVoce(t0=b<`9LX*f2NveZJ|vW-V)S3t(JONKc|uPec;n0L$dZ&N3#w zhQBr?p)mxW#O$>( zF(%w`6=cfWX78jt5w9~}2cgMY4wggo!f(DcmBAA>S_f0$AOupPgQD*&Gpk9h>P1ps z(Qo7wavZL0g+Dg3WPn6T^;QLu5m^W3rF#pzVv90Qz6g;RVMYVj8sXwrQC9O4-0}dQ z*r1{1H7S}lP+Y0i%a=h-_f#$_O|*y z$5R$9F{zfW5Y~B+kvsZ$=w}L^!Ibwpw!pNy#Gg-*xf*gLID#lEv$5H=t;sr8{u$_8OBJk!X@4tj-$pl1St7|=3EXo^6|=$&NBepBK5DXhirs^9M#o_^qM#dZOV2WzD_)` zDTu*DkmW3_($8b9zK}IkuKsEFm?mQ&TM0ca(wXG;4w^z7o!0h6#HK0_Pf!XDvb`*froi+$4o7056p&1@DWG~z^^?# zW6&gZRj_gOU4{oZYK;q#|CN*eKf|aI(_&R=*&n`83k5pEcOFwUmzog^?Me*bLcr`W zehRo8v(sRkJjOOR29wdv=BJnpOO|5oPA(U>J`lPUd+KYMavchZL!=}?^ayroFGfh% z(eoW%_f{FKKDYmRx(xR@<0M3;l zC|HuaLflh8(zoksM^qYhFI*b14!DyRqc#w< zL@ovSTWDBPu*hy@;fp-4C6DS7%$EoS){_hCsVsz7T5uE8B13CZBV$^}yN)RaNOKwi zjauu;1IQD+gbcR)6n7k^P{#!6Z8_W=sObc8%%I3+A#|AL4`=kl*QJ0up zTV^Q{19P+R#N|^0@XQplv%(UbGb*A~bSe*JXV5otN1Bzex!jiG)I|OB3Q6N_#3T$J1tv?DAN?D!~IX zTNVAJfhFSN=x?}|G5i!Oz{s`0ZOor{n8sjnSQUYE*W?CUf&mN!rqw9(-T{fKTL9Yx zP|Vtyjo|74n)u@q6pAJ}YB#f9daJc5W%{UsZ(gdyh1po6ldfDTUebL*S>m-1i-u;g zklJ=l^Y`w4==6z6+OW-&;9ZgJS76pp?>gTcf-dX!d&+LE zt2yOYp;_IrsL_qXma-6cj)^h=8>;*g%sGhd6{sq$T=%DzCgno`$;z6D9igQF&_?ZI zG>h*n8h+};rPukqaq1Lys78ZSWO%EBj-iD|G`$9Q(uykMGX9*kWrH+Y^xIiRBP9>0 z0PoQkXYPsyE|eKre0@FiK>7(vYr2fOBZ&(1kaZ^>Fal|w;G*j)pf|K0by)s*&=wLI z(KXxVHFPDeR3Vjc3r5|)`l?@<>rNvVc70Lu#abpengJ$rLAC+ZXE6 zKS{=;Dz{p|O zJ%7+9O zANoI?pwvxq&HqTSRZ1145=y}$mwDs~xwC6wm0|`WAHb@@mhazzkF3;@uSYwrkaNLL zgs33%?oN~wWLyx(OA<&O^$F>OgXn_6;g~XE!Wz02jl&UT9iiK`E?*cC*VVRIWd-~w z!U9o>nx`~79a;kubpZ$k?HfCy| z(k9?=3B}YnqH?d{dn}!xMRD^uE=KQTB`VU(z!ZW9iu7A1OU8K&+GYH#Q3HdwbL>zOl#NdY;gN;6u&+twPOOO@dOPAt6 zLax?iYQ#frS-+Y|i;-%zicNoHN*#>>}JmShp=o z)I4n-7$YB&2_B)nYBxf{{r(Rt69o23?rph@Ry|eS1DEl%__sk3Fp-!(E8 zDP_)#GA?#>&|Kl(Qd8nwJ99BVwnX`eX-MdVg>Q-{b=zJO)?5tG1m5Xm!37Kcp?djl z3{OSK@14IAQX1PDmuxN&YC+A%9Sh4`Ilo<$?NC(*uga68j$BM;a}TyZ^pGD?8h>_M zbLp2aDG+Nh^mX0Zg7{5th`)e2IKn^c$Q`p{MQPrv%(L6fArpymv#J zQuAW%M@UmZiNtX!iWV4|QOz3RnvpVvFy24?!SuGlNmxQVQOH#jPTGu2duLK9YuoaL zlOZ~G=+H<}s)5e{+(7GV=6t#)ogPU*_68p@D<^1kq?&3mEC~Ie!-;L~bc}i61BfC? zek{JZA&H)-H%wJX7x7RcnqG#G;_5%u0C?aO6O~q$1UbKUBtf0>tjt%!iZ?sG|+bvDEh$`OlsvX(Wcb_x}KiNh``dlTnX+p0xyXFY8K`8ilNut?KXz)E z9wC^JKwU!-vgia!`vzf>Y3WIRsM#>t;i_0vB=0Ya%@_k-D6O%InitP?29;?%Qy)Pz zRz;*hZbco6(wMR*3+6^q)e#w8Wj|%0^pAo`heBMiHeRMxDMmZt=&eu$beSOT_Ww8D+!X~94i|!5R7o=Nw8w$VGZ_j)J$m5tCdt^$n~OYE@s zbpX=*ZM@}vos6C57L+O zu{lGVHi8E=q-x+)tCm8#20cxj==rd|=XBe4Lf*-VI3vR7fNoud4pT@u)M1o3W3 zUTjA5Lz(bF+MR3hz+lE65*?l0<=@~sd9@=dX!Tu`Kn*+2S2!Wvw}9pOSXS8EG*Vxj z7eL4y^?TT6krMqRDd;)WO-Gi-P}{L9lHK;}y{D*<%+*uSgDsK=?0JTj3Ta*EN=OV? z8kzjXLh@&*$sK@6UfYUS2Xb~5z$(S8*YeObX~-A)D%Xyo^ocVV7B1KAx2+X+6|Sn3 zLdDFf?X_b~B$@+a=|`h%%v2{t2E$d<*)=BZ6S)w7rMR_O>rB)`hFD^zcn0u}Z4)Z2 zbV;EC32)ZY_IkfRyndR1*4+q^y(Ul)2~vgSs*OFQmuy4W^zIa}_B1uKm`B0eB z6a)h*aKbWgkVM$CzKPE295lVwK@wW2P{^`S7@eVX)A|H@4euXB2aL6X%H%pOn3lmC zyUQHJX5IFP&}(I_u9PrC#nJdm_oE{x5FzU70QoC2tX!7EWTeZKj6rrmqR!S#fZ=3F z<9Zb!jP1`smgs`?3w74d11L*OmUC;tRNg~+mk+!pd!a9i zO(RKC=GWLLyPnBpED1%Yt*+aGitkyio|d*nyC4CfrNRy1&FP~oS60Tu&D(;k4MUV+ zYdW;*#13`S?N*X%5o}~SMqESRecQns0)YO|6p@OxI{U6%5auL?t@mjOerYfiTN zZew6eoz|d>1=1BGuY_E8awEO1;i%veD?o!gZ)~ zrQIs$r!)=KW{J%Tb!3`#Q31LUg%R8Vz!pRY2^$T0iJKU);p=S&i7Kx;-<=J8s(rF4 zDAKRw$E5?62cpqTQ3LFB7pgk(g*7pAV24N1osEd>^0kHw9$E7!QSpiG8s^>c5MPVZ zGQm0^_^moAo6rV^X+~y}eQhs>m+p2>T1^ekqF>F*0p!tVcx)GMmY1%fganOL%bPR$ zsK4tHRl$S2UkM(lo2-Lz;0QClb_F?tJ2^NCweYSKQbQ2U zF5(giR_y9SbP#*jkrKh42W1cM=7W@0n;zTHuvdq{BOgc%WzCZaxU9Ir3Jl%$O-VlO z;ut=kLGYF&s!;4CcJx{?PBZ`$>9s`O$!=oAde(4)0r{{q6rip1VIPVyi46F)P>h%P zqnqxm(SQ5)j`y`WYH5lEz5>Mt<{7nMhW)U5+*rMbzCL`S_tVDnN8ykU*sIgDq_Q5Ek3 z9XvM-@n`MHg39t7T0AguO?`s8h(oQx$7~XnjfKr5h9K#j&^?Aq01Xx-?!TQnH&9;* zt+gsAg8ioV5Np9sVq~lI`UnnJO_;9}5Q9ph zICe+!;8Kl*rfP*)WWXR?YoS0e6Ln+3^j)gs2&)#8C`iEtov7R=(mldQ6Y>^8<&dRhVzu6e(`B9WTkkzCO3_uJJ$rBpglkZ@)YZI`;m)6ioEd|4w?)~+tU zmKK)+c-O1qU}K~38XC6DR?9Auop`Yg`BtrHl^nYalvG7OKB)y^V00yTD05cqTMz0W zFh`Y_m~UZ?y36rG&epkxnw5 zotG_}3UMhRaHN78&LY$DdMAkhe4ONA^g>5dWhbV&Oi=+LRrZ4?J`4#c%Jvpz;6vTv z#LkZYQu~gED0v2rbhin?C4T`p0BgEgkLd5zi2kOvPU|Z3k&nEU-dT>SZOC5vFdUDA zwZMoMh&Ao`UcC4@{FXPbUqV?(Mv{izUMYbB$R(;EJWhQm;k+nou{G>xlGw|P-I2i> zR>?Ph2G|^>O)!7pvcx39u)VednZO6ylX`^dL>XPz6z2L@(VJU@K!y2V>r9b%Rq!uM*&{ z!jLW|N3O%fl4vRy2EU>}nyG|~QNX61qCW~wo+A!!jdh>R7P5S90q8KYO&X>jXG7(y z%_GJN*_E_N)Ygcv>TX%di>d`hehgkX&&y(GD;Vy1R$)+4vv?7Qnsw4V*zA)oRi1Y z5fI7k{}P>yXhoeoDl>ON#}NpRY5NTjUMYW=wMM+Xm6D*b&P8O8?RPd*2DD;{(QpEw zhj=Em^_?#6&K=1nv%@^)E1+NviN^$?c%=+4gY;T#;(GR}l5%9A0O-3~eN@~sLjf%5 zeeG{#71;I$cQr5@nP*rrH1I%g=~0xUW6v(|%+KVv$ROb4i&+eG#I_aVGX&=?%HCc@ zjkm7{!h&%^;IuB!fNpCJo!*=k2})fvFt+#cWK}{CmhotZCg*b-N*z`}7)E@RLAg;J zWgRs-1bW5-Z|B-*vcFi6U%U5e<0%4R%d?@*h$BTY-b)e}4r>=v z)Ls%dT&apD$#<4fhd~_H?GnMu*Gyif!?^ji#zMs+9+j-CZ?Zb{gM8c~mf9ujkuIjf z(sx3IVkvQ>XVf!9sX;2`^?z!942-2e|`d zRbOWvUT72C%S?AEQa`QYwR~lzZNp(jY-XP3_nNAgC93F%i?l?{Ll8iRn2?+n02B<3 zvYOmyJ(T{dmkfw2-z=cy$}e>|G+4p{3^u%69xwG8MA|kF3ki$!jGbp=bR^ZxVV!$O zx%rHu>n%E1o({l*P!(?7)scDt$k8&_V3K{MQ_Jq8Vwh(S#Yq~z9PTB2g616=uHSP* zn;OZWa9o3ZJfxB#0+bd~OIL0%Ce%6YNT7?y6k-fTQKBuB&?7cQf~ez=GEP+*A)WA^ z3J`EM0jbQY0A&%+1aaiZ?)VfvU#!qHD}5rZ`zlH;L)sT)rJW;HEd?O%3J~|zH^`5P zT>R%z9UX?1v_(r&uR9nsqg;Ta(oP*Z&mnYP=PDV$MpTcr8o*M8BmWb(swn+X9IXxU z^j*i*sHkHG=8RF);Qpu-;SXO*`7L8%Jex&sqCXQfzw*(dSo5erJh#J&L3D7^jjaQr zvkcf-R;{ck?^8GRB`gv^X+|QPAW}2(Nv?$xK*elrgt6J$ITxcylHL-GylCkSe1#P} zazpq3gw{oyk=2$MS={a}3<*?;UP!9$%vFP=&I&YcV~)ww`t>q}TQMx~a<;7^y6wG_ zuqq!rw}2pGWf+?$rPS2#5^+;hWg5SI@-z|P6`Grwd?J*A5be^#h`3M0(AtbFp?kC6 zna|Z_J`+5F$(%}XozUGL+glwngB!#0QPUHDX?SuXm1jjuQRZj2>XhXTDaOCSOg#{T zsKe`n)vvx|1qs9vjk3K01&=L?Mv3^OW zH9ZH}WxXrg_X$;uocxC~R~vgKKEp*xs@i+ezQP(@B!Y6##0n(VpMqu@u90n>N!F5q z5Fe!>Qn50yIqrfE9#V_Z4^`|>m7-yiPah^mWPVGm^01pwx_#jKyieOZ=^0zsR_nVN zHp8#2s5-U4l|Ue1qQ*H#`i%@*3$9fPI2`7gOp7oo^G!sEadCA=4~c0+PgE*JJl02P zyHX4&mDKl??m}&4FXFO*!=3A%S0$OUPn^5P#MH0@hL&mFb>bucJ4ZxB&{m&$TA`6; z)C2&`%B(dpOCQWk;GzFnL|*r2VIQ_Ca+rhE?_!(75Y=p`UgzeP{=NU0jTt$+Y2r$c({#~<7)NFLu6W?U`3R{Mz%Z{7crzDcAa3?HkaJWR7e*0kEKX z86!*FX<9PHCyZENCLS!p{F$C!%51tzCR{+F90gIzrElYfM3AosQc{eheBvzCkW7Xi zv8q*e+(shME|_fsNMItR4yYtfPBl)l(dKoh#Bb&RY;rYeEmvJbU&5l9gj)NnsJBM4 zhIA6V9T!9cKt`y@_;qlu4dv+$=}}1aw`XMe?r+tyi&q+`s?RHFH?>C3a6-zL&VrL5_O2;G72`Xgi#o?e9p%iA2O zQJ1cA$&fREDiw3XLDH-{b;3&}iC0M1ok2?hLZp_LB_`s_w~ISZ5K5vqBE~D% zub9KUYQdSSMJr8IRC2SWAB^xDGea!bT=i|uw!jo=+HSibr(j?1A&5Li=tpoI(D>Jk{!Llm>|daV0cvy@vM}xUhcn?-14}_;mI)OciWOL(UEPOGuni>#S@Z?uF5=2`~Y;!ghFN>{}+E)0V-VD!jRoGfiBTH zL{nxm+B;sY*;1MUl+bb53GBqPIS>Wa=6=rqaNC(5n);iCC zeM!9gn6fCNsqk{)=Vupi zlCM~)ZMon=$uWgvAh1e{u^Ek}2qICzg>W`>_)>tQwAz@1CNfq80<>Dd$y@43_%lFq z7lYbr-_hu7pFo6}hPFp>+)*fvsMm{uBT*PkFu;jV>a7t;gobL~j586O5FW%1Dbrtk zUK=^l*&2n~T!wFHy{k>Gny>4|%{*6eI9!ziM3jHsZ@S>3?w=rUD6^Zj6V^q*8j`jA zooxX=w4!_Bor2>>v`Rrp1-Nh)q3=2+taUjX@gsU(x~qS6eN_66TI-9d!m|!r!lnf0 zgBr2r95(2NRo}0~`t~$oMH&l00IN7lM%i{>zCbty!4!ae4KQg25!EL!l&$eC;nXgOshoMrY2gaex>-@S z^_ma(tzOX1Y4SYiNn)Jggbs>AFrlbhBKbugGgd`dwLcUmVLek*8uE8E;I$AerFHj{ z&Jr(uP%x2FoY#wqd<>pP& z!Z^B>`jz}O=BlD(UNXL{8@}1cPUSku%`jEeAXyNWAr=z?6pSoN6naOd0pn!>%Cu znkgx3xhgW2zdaNc#d9kxF6%1WK*bVyUjE5D)oIn3tgSf976O?mMM>p;e+8vKVk2B2 z@16oHmmql$CMix8N-6?Bo@BT!yG+gDe2=yFP;M7FrGBxo4B=!*rC+h3*RTvOeOt8p zsXic8Y>i5Uv}OmcoHtPE1reNr5}Pir17(p95RlCs1ur)PV*N26U{;u9C;9Pep>-}I z2%3Wr zir*c4(JGcqOGT<+MI?G_=QV~cRlo8;=s+cX(TSehR}8`tgaAgRR#tH*y|!6WP0SmJ z#OL35OCtQU-?1RHv1sc8J}_i5MtGVi zKC{xs=Eohagg<|;o+ACfu6F_Q8G=Bc8s zI~zeW1kN^e^z{y9>QJdSk@;Pj%@Alo?E38NC6y^?;2kwgON|YINS>+3dx3#lHC!_$_4zUr`i^_Ra@$JB2YRZ0xTaJ|HT zaf^TohIN7>p?XrYdu@mkoR3(y_4xxaue7#r97R^JoKed%_Acy$b9s{(N$H(Hz(NvF z9rwCAQ9p7NZq`ETu!>JSQKxhX#gu(we>LINv$FE3J>48`O*(a4+Cz0yYaKH+d;0`M zNXzj^5w$B)1z;Wr{xcy);y`XLJT`KCgc2aGp6)u}$flT;p6|91m(XIYL!#KtTp>(K zpiplUH!ut5O{#JQj?jP=X-5elQhb~Ptv4s>Xao5GV z`FV^tfh|EUgV$%4(jAsTMsL-;GFW%COsQh)@0i5E^^-dtSWKl1upMW@`Qo=}00y9C z@zZgYH)s)Ch5SS%j-WcqNl*MDsaA&<`8elC3POIC<=~`U4c$r&7ha_I+Q-7RZZ7k{ zTe!mHX6}4}4h%8ETh0-u^1|nK4P#b{@2D=j3J(h^%Tn8w2fYTGVv{*Y*3(Xo>lwn5 z$eII|W}ac?Kpx=S2$%19D_w&i`aluNAj)tcoL3Q`-CIZ5)5WsI}tmS zc3}0|3WDES6DinjI=9<6_(e)rnp``AjcT}c_EAsGR1M1y^aJ8}^{zII1wbIg>L_}O zLy2|qbtF7~lm2T#B|*`ghaj>`5QLEb5M>Bg(E{;AAEOS29apgssZ`8t`t2M7qNn(`>2&CLO;ee?RQNKeZ)^su#z9wW* zuPq;M2>x_l9V}v{>sN3n^cjo{s0N;^6Y1J9_>?0Gx@DqBQ4sb{xbDDvIj6mvt!sK9 zPjAY!V<}G5TDF{;!Ph(0jjK^7;QLzFC{TcjN`91?Rwe6dfdNvM$7S-i0=D%*Jw}?9 zMN6!62!mtXyEjI5s~gBo4o7D^5_8oxXLI5z6hnqUl_ZnPfBZ@ptKdKE!gn2zq=e)@ zG=wZ`fo!tW$!=AXD6vOhyC5orhX)yEh9ruZs5(OAEbO_269L6s#EQXF2a1V^6EHeZ z#|&MH7ezI}wrFcYi#wti9Cz~Mtqv<4rx|AY0U?#9c2F&5$RSyo#mrR`vQA>+4VQfS z3c^tNjZ!5_(QKe{I4ctfnEUS9Ar`7MB_>PE-OdrbSGpxZ>i@Klv{Ef85&2QQIm3SG z3lZtSkZHNFZUm#4tZs;XQpu{x?=Q4ddx|G(K491!RKAi(^m|B>)us}7nZC8rtt$DW%B};q}Bi11OoR1;Hsb0sPQd zL|VF3b8R#UG1N;z)-+{VgHg02?D9_gucWQ9*;{z5j|}V2&_s627`@1>m=3x%R!IA2 zICPnuq@U2Qp|pQ$w5m+Y2R&3V$emiUu<|5G0!X|=1T4?IQS}OPp#xyiuKDm;4eP>>NiZu$#j6Xh9j_;UYXZwO;!3fPHU!nxQNZ1@0eQkZYv;c$g%L=!#KE3`J^0PS7%kBDKVOLgz+K)fV7v1+Qp z$m|A5G72J4h<9KJTwM|pF%h(l*cxi9cCM>+ojVmgV+pO8qnm;vrf;C?sF6V2 zho3ay3ws1?4|FsVVadISn#ud=1Q7Hd@jQ{y)t;&qVQ3%{&kAscA-j`F(U5W#4O;=s zbYPSiCjlgc)?^)oLv=6LKK)?*d`7Ggx5CKiV$1m%_9Zs7-B?-@(&aNB-0a&joFM2V zm9ldqV-Y5?519wm_EDvPy;ehY`rb#x%MSE~5|-L-*|bjY6?QbHht_Jf6(uTF)O&&z z&Z%}yC{&b9#!P5kNe+YqTXZd-ORB_k`;fS@HXBu5Hjus;Fi3jv-07ZA(h4OV)E;4Y z2nDblWttWto|7gjQ|d}6qnc$t)K=YF31|GuTx$d&{uT!%-sk}OEjZBJy^wu3yKLF* zz6<2e*u(<{YCA#1_yA zA?4T2P1x-rhnV>eI6!4qBIsbp?yyUZPa2Q5z_|6Fx<2cZN(*)>9s9JQ`$AKtFdre> z{H74^%sVir7d)a|_RbIpXiAk^NGBR|wBA(Z@! z25WFh0Bj{8g)(fEd08Y5vpL~%o}?8tH7YM~%+x9bKNhk7E0xCKwyHSU2jnxWSLzmD zsV>R6W>EH-Hc}=?iqIX6UFFs?gr$hJq?yA?w2#ma*{kis^v;LCXuz&I1-|xLisK;H znzJf{Xk8SO=G;^>=Ozv; z!t~uP6a9=rnWrf`0G=)wP^3o|IoGR4Y64SB-ueD&yTm2&*Z2_swMkb>w zRIsSWZnlXo+E?w!vuip+Bq-P{&X#Kr0CGV(BH+#%%x=*VGXwd7eOPL(2pJtpYdZRE z1kC3d=BJq|W~PWqKUyM@U_-xT;A@+1zx-cr5!1dfH*+`Vb}yqr6Ieq$5y@o&T-W=0+-c4P|BX9 zzLIHFQB#dUyEKLGFPjCQN)gEetR_i2`U0Q6Q2}H*BELh&$j9EH5OiosD3~)j9N0-f zC|XI$(;}w^g2vcOWC+8=nkZRgo}pJ@IH6J-Y&kjK5-4$dg;OS@Mk|&TCvBd|N>98a zoZO(avCM&iFs{gXy@Ctb^@vmF5l(kRsLkpV9UkK#F;YV*EVb_IO6$?ud6`>qXGO}O zM#Ku%k}YE(2sMR@k=$9hgFb%<$INyoJ2e=pIYeYKag;;X#fR}OR4kEnvVbPd=WpeMn}r12E*PS;j@Imq-*P0va-;cdI5s(kv!S%PhJvBY3`VU$aGbX z_$=XGQ=>Fc#|2RU_!TlT3+1suq4vEa{l>Jo-RFC5~H+}KIYV8;3k+VnJrYy_!M+Ja365iOkU{GddVMjsbW077&bdgl0jHVHlH9U6u`bydt&$))(mnc z40nOg9x6CuuW6<^9&nNa8l2MqJ;W_uK;Hn-K;{QH%SE|KqVkbKtbddaJ;A3rS*~$x zCD)kIBgVkrWM&DE3FZoQkCAAXT(HCQSlcL)_P&+0Q*=Q9?urHDO4k!(@)RA)q)-Xn z_)WwXy2~V@pT;f&&B&EpHe^U9Y6ph!ACzN^okpfC5hNT7nsE~3;f=}^6nF9(PgbcC zLSQim6XR){^!3#{D_9Cy;;X`>^$@5p|oYekG|cgW05LMFDuJt?^R%E>Ej3aIFd!~&_!X;DFlsBrH3*atjkSx0>q;PzVWLE_+3J%aX(~nYch>=pg*p^BP$U2 z_5U$+G2TTm39duV}7nxb9de5tUvtpQq4p6I#_dge#>|%{7n9^tuRTicG zJ)?~4A&+Dez~HGxeP_>hvNH)Kl4sbpE|78g>Q&iTRkpV(h3Y~}HqnO7)75p`({PST#F+;?ejDyeC zV6Hna$w6Jj%&=IY<{(vulFp926&KcH-KiQ-1~o#m$|bHY`qR4=9+g@%QC|T;XvEDO zhG5BVi3~8XQfSxZ^YwU(lMDu*Ef*fcPM}o z!=CIP=OT1YtG{FINI9hp-|bZVqzI610_q$l(_+>5i^~>$%d(k>lvrqIJlY*P3{@Rw z@4O6Jg+pzwp;7EqUup$cN0^RxYvS=o#o3AlpFoS&I<3i*%_qCs|Bf<}Tn6u9X|Hxh z&GY-H2tgD0*{lYqek_pP+)1#hMiQwV(e+&ip6e4~8p+Bc;igYSt0b zJO_PsRhr8liZEN0h}ODGxN(?>Q@r9a^^^- z2>!^x|jobs3`@fHDP$B=Ht2{~N3n$wnr=0REyIR%jlj$e>IJa~ri4u> z_`C_qQan{Ms==UmTi(ekWSaRTwEzI8;}d(4<#@jxq1!X*^jB?j_Z>#?}56%jdc>ijC8M16&xqau;vMZX z18U$bA;K-;CEa!}4#C(+IiCB9G-|Qwhy`0wfOMlY7%kD!Q~s^}vN8?oi)ov&+5NrG z^<`o{VbR{xD?YLGPn)KuIjeOk&mhelo7c>+a8%dS>mYh0r^8xPv$299>+o#ZLa+}% zDjvq&IB>u+j!dAB#WW5O10Rac4h#39&Mlo4GRBnt9P%>9{g)RS3#4FtrK)Nj|;*S(#YUF5*(w z#<`8dN2n)X$FXxVO$J}Zyja;}6iw3C9R`WG$+S{foQrUL)k-SSRB1~hWj8-Uel=L7 zlGG|j^c+ShAM+^qim=v43a*(}CzNA7(@iZ4yz*kxe7W)KQA{MFCCMBdsZh3+T|6-PFp4MnY5F1Ed&&M6! z+m-~8r56L$7)U#%xqINSLeJ@(O72&YgCGBB+N>DbUJ<|PPSRLY`|w6bzt{(;wpTik z+E6sEf!#;x41-zVI(>FhDNy3YOCt72BJ9{3rR9Wr85;3WI$*UrVe78_-*sBJt_^GO zs5MGv;qv{hvlQRR7NX2Ip=7_6bG0P21WZIK=sFZ2-ZU3TD{Gb_oz!w&Z?TVI0MvNg zyzM0h#bq6nmybkQJX#YDl)a|^SYrn*t;cK}V9`TS;5&^1HOnpt0PvdHYnzB4c{Sn5 z6Q@U5S{E1uj4VESO(Yann(k!!BDlpm-Vj>J)-_XP8jfyB61sB{v?Elyn&dIfyhgI1 zYU(tbY2KyBb>v(Je}&pyS7R7?diWZZB0j^{LZct3G(C88Pms`Vh3` zaJ%6a0o;oKQ5wPe65oG69i`Ly)mJctffu$FBne(y=BQy;$snVM1S~b(g5*V(z(g>8 zU|w6|5GBCYSWrrV3MZ6?Jeu4-y;1U~zNPn?2m~3$wqr&))K)xKq;p*L46lyuOir35 zLy4drG!!Y8fDgkDgF7Rt-(eBiVdL<1RG28bLb+NS9okrq2{-@=D|iy)O%v-t(f}1R z?RMj|8f_z%P4HwRQB?~(iKR6VWn+aM3L!ANo^t`KPCVwoPDZMdz-sO~(Re5bs}uF8 z9y1_-l?ZBhkzG?NSzuQp491H$oq~9bp0~CRK*aX8zyjoH(Vxb!7V5;G<$lh3qJ^{3 zwYXN@Kxj^-AGj6qqlDLN1buVyJLUSSQ^Ba3vVO77)8&G=kr%OqC<>m!K}7N+88d@< zWqsrVlAi`V_{FV)DLvg@a}_suss8QSA0kbn?v$CKSFT6%iZwn`agLE~Gg+68)^%!V zv{Q<3FeRFs5IWkd49zi&(u@7z4A4CQ`ETs35(A6kfs|79Qwzx;|U^&}cx6v#) z8t_$w+Zi2B`iM+MQt5fA&XCz;UM2AsBx<7$o>q{(-Zm{m`hk%Exkghe6Bfi7uVoOC zMT68r>-@;jb=<@k_!<4!DS~Bsl?Aq_U_xkx7vR~<)D~n5Hh^SspNM+wPQ}z>c}l$a zTR~-Gf~qe)Bd_{GiIsIO^oXlqivk-RorN|Vt1^VxOt?^&Nq}8Y4`+*#dOakdAhwHI zhE<|4Q%$({II0c;!B$6XAL(T(AXGYBDXaP|=2%-vQ#k+`p_=B|m5Q24OY;C0QGqS6 zVR5q|R?LhG`JW>9iS%Bk^b(-&uttzzMJ{!P1t2^_5#<)qS`Tjv5_4S$V-A_fMhZ`5 zf*jJZ{qiZ`&XPvKc`R+ckVF`EDQu%CwL!jGpbl~%OWX0`kYH&j2ieQd;l)$q0sG`q znPsfhOEE=fW{8G#_DO;cslZtU!Hz+QIIppvkj`NRMV%xcdbhcS1+4-6PnvDmJlIu&qD` zAhK-_B_!z)ELg{HTT}nZMo3m4Vk*7U9)|7gT%8RFS;?tX zF_tXcN9=A(mZVg{HthslV$0x@C;i0{^$_igq>!8CUm$Y?<1jt6Gtaevm?j!|g5QxP# z6DWf#+a*}U@2zxU9je-3#Nie&29ajC9RX}0&2St60p1@daSeFOy>cHgF%+dYHY|ra z;bS>fbXd$Ir++I&4Ma>a)VQvHt^{RcTA^*EYSTz^X6>`XO{#@#)OF>5`!ajIaQX8n zf$VQk04bnqpG5S?Q?=tiP~LZhWItFhL7=mh#0(^Sde3&lOyMcLb+mBRcNc;6-W1O$ zX_yJ)jj5DIFNH`|v{sl9j-=<-suw94W@^aZE=nq0cZj0qUUZeW#HG zX6qr+1}d9hi(f@5iOloVhdd6y1P%GsO6?$?$JiB`@lzMW&e%wu_|%A@1DV+~NRMt}1mNnKRs;w9dLRzv zN_J?()?3?IsRo z-`vPr!UarCtxF)H$$unzZZ8VDdI4SJoUz)rwV@MIDAGAP-z^McgB4L-?&|C>Xn0Pr zZYqchU^M|~13iK4_UsiL5sn3t!$48*7KJ~*U%A~N@7zvCkLcD zLs7@jbKfIaGaWIzqaM+-LAv48p#@SFg5Svrje@oz1!tC4L6R&aLh zXY$kJILu;T8?~eJvk#W&OUD#6-QRlZ>H?{Z9J?|qwq{~UEh+3R2Nzxtr=4U_l6y%k zg>Vp0=Vf@#D~o57OXRpoa_iNc8ocp%z0Z7)ZLDrl&M1+1D~{U~4c5s>A-nn=VE4P1MRo$GS|T z8YI00@|uh~wirkz;m=cwVvMxuLqUEQ#AO2t|pN9ENi0pcRtlm`H_jzTRlgg{fpHyA=>E2q(OYc>id%OQ1L`=nA#hNi6q zVu3@wUf z{HVl9sZ|2KeyC*$A)r}5S&Z6#B^XCfOj;_Nhi30Lay=8Q1w*>x2jC_WIP9*c`}$<$ zS%HklVe*az8AIY$H8uUAIuT&PM%x+_e^MYVL!n;C=bGTa1jpc}NCVmy{$Hv_Pw4@z zWBu_-_b!In8cxOY5zX1eilr&6M=c!NLSE^h20i!mlm`+rLXU)4r_3i@AP_4)E@8%A z`&B+fEnN0qcd_#c=LpJRAs59k-COv?7L5UYm6MpaxCz}jMMjf26@5FzBDg>}zVFat z!0m9JHdlLIatW29xYD%-9|0k@MP0=g+1V#zOyOETiSh~CCS~kM7M#Y?CBFrMhG#c zPZ&)Oq6;ddC5w+X$yIVNc45u#jmU?pnM_ul*Ak1zxES~d|JgcOQmUk_v8TBtOB59+ zq_9`tC9pas5L}{Qo7L@9D#(KJKR0-OqQ4#vh0GM#sD3nThq(1=;@vdEY!97 zQr>!Akx?GPBp!IpwY_CQZ0}9Jm(v&jhND0VJ&u)`lhaZTDF!Haajn)z$22la zhHO1d82ief4$Eer$}kwSEo+!kmO2>Cpb)T4padJIm>O@~zh)|vA*1;jiHp?4dVX8W zoL13@DPF@yq99$-0gRA{WuxWYVPO6#MYxD<^qBDZK7lwPE~ljz_gxPhT^mMiYU=sh zs{C9dk;#It(>!Kj!Ie6#U;UYM(-=sRucQ(<))fbX{ZWYnfSP;qzp!c`a8R7HO+DJ$ z(}Kw}wNJRh6!uVG!qU>aHg7KJNzQ`ns-3#AqD#u_b_1V_)=PL1d19A~M_b@0zVc;v zYU(gidO6KMcbmp)%tCFZhQwgoqF<7=_?9uQ=z?k62Y?#16MaRjGE7`zhR->qN-bY<%Y6(TohF=xbu$Z4ow9jH)Ym}nqFzTg z*`tZ*-}Xin`6Ttw)q9eq6R{owZCDotVn9Z?vVjqitTqt%4KP|>b`PjE?CwjKtm77e zOek!PgJaEZah&{VHtJ6%tp(E#MR<3ju#h8Uyaa#afq)iTEr$trqA!EX&N~xt??4ul zH51fUC`yzx)8dis&`^Pw_S_bV0UcSiTD`$w*;s~8w2^_4JOZ&IWr6?RWf$Cp13;WQ zJ+Y#wFblxab!%eDf@v}aHQn+Vn&=B@xVYxeNg;|(JQzfsmHhxi86}aWb-YX2Bz3cD1990I&Uzr+ZD1>d1j8{NJlF&<$q)8=LQhvSuDO6!+#s z3WY+-tY*t8IU{oDMv2 zdWMy#)G#SObaJ4oPO%6kr~>j(IvNRgZj%7>33jcoU6+rMY}RyDwB1?be7*mIzS1~t zBbskzx^s)>AQn@C=#P&{5Ng&&=ZCaP)@S4m+?5bZ!RgFYS z)d2FCdh3>CPbvrh=}N?YycF@^@Hg*ajoxCR%0ylY6%+Nc66w-WckNhD*@>Y^0L#YH zna%#CZqXu(TnR1ed6MfoZ@j&AZ#`vh_uLkaK_Bi_?X;V?^a+<_lbv-KwJ@gxa1hL? zXV_5%U)xKZby}OCkVlY7dPiFGP@kZ8c?plJ=>`!RK^YDwf?DgLucSD!p_|L$l9_ck zJ(3`Ki4q?ksVIIuFKKHD*;3##OCPGmY(|gX0uUL)m7_p1Ln4nZMrub1IwRGwhBOXb zE*M+#jS&kFtA*`E55iz;VSV2at8(!TdCj z!kl=I^NH)?zA8vDFmuQndR&rb+U!5~Mf`b6eJHuYM_ zU;hB5C$JJfb$#(91Uc50;yfZCOs(**oHhe?Tx-tj068uyL#ccwT48(iteaQy~Fp(7BQu) ztM(#+Ejqvp*C<2$mpCOKJdz-J%@9;eXDVVSCe$}+CGN+KU~F5B?8#wdr%eb zjH3Z}tviCZ9vnU{?{3lHYlYw}7w#%se_rDid#OO?MZG?|tvxJQ)>@njTOKc?nu`me zn>^qHoKnowb<8J)cHHTan(uhL_W!kJr7&T?K zw>nXk2E?yD6yTVIZV@~849m{3mnPy3@VO{e3CiVgeW8%3WC4?-(35Sa~j2qcX$1aQec zo~zPbY*bg(qBT-GGY|Q|R7hCztS`ZTJR!uBy(niQ-&(B}a|`_42KAT`{1O(hy4x!H znJg-9nFq89DG`K%P?IK9RYF!*34pi$nMTVsrZi1)j^5E2Z5yqLggy`_rp-F_bE<0v zo@Er9Qi^iJ!t?9%r_4`*7}j3ehwvM55^~63vkS_~tNNz?B6!(s&@rr11CH@21?6k2ol5^8P}DAgrd!@S7> z!*i02Rtwg{NPTtA6$wpvz%%7O_nhji=(E5M3-h6kV{vNR?DIUg-~pT?S61w{=zxSw zMYV;StuvD>=DzjE@PE!M-fU`tVf<|ZojxxV(bajr6L>5ywauMvKZXD2B>rx@3 zLSI07{YbE4proWStI#8uG{0E1LWw`X!-;mP2hG+On(ziXQNXg^#5B!j`Ys1SD6_VW z=&77R9MfY=?IF#*=vd}e_1#f1!-sXHRn4koo|XAeSG+{tmBl2Ukr5XjzRndfQ0uJ< zg4SB@^2;{X9#QRY_cCRAVC7ax@#sY$Ix*{hh+plk_3+?Mb3t4WN3?;JqXJIuB%}Dq z6wIs3j2Ofe?1={?TT9QP%~{bQpaG?mAzpK{giTNsx6DMW$7np=IZkgGuXDWgfylli z0y=#no62lz0#$^?-1f8|$11*~oA7aMtg<5y;&zCgz|VW#6a><$$kx||5YsX{!yRI& z6=V%usFpLh%pZ0~-V(uN&|ibaZ^d($fGkM!B&Yg+32;EOYqv%OLO&{|pR)k09L%JF zTlS+5EF}+H)OABj%(~iAe-;GT4zF}wgbXBhbj&=AN~Up`0+pN=8(lw^Mr#_VR+?Sv zG)_GoiP1K!kP|Fc7NcRe)p7?rB9ls=*k6P(dsCy`c}MSrrgO;JH$ZkPwB%?DIH_~2 z{8bi!%StI4vV^&N9`*RJ8jadV29}2Q-AWs7L7o->wdLf2El3$lyT)Mz*iNRz1m={U zIR!s0$c695GTh4K3U;XLIXg`I)Jj(7lvwMfyBN4g?VyLa9~R_+)!QluR`8BF%Wwb% zIBQ=aWZ0Dr^WrT~5QRDcz~JvRFU7OX!*BJ*`Ys|<+DN$AD92S13PEIc%7A==uj(kv znGh0`3{j^_^r%^kR1yXkJdOxFC3y5|1xl?Zc3K@acE1q z9H>nCx)!p$f{pDZv~%lfn9f6)v9?o8X}zS0HcwZU8i{sDt)^yW)A4CuEZH!gqH~!` zAVyyu@uBs8(nUd1`Mp#$SCdzGBInEZmC0hduP+!xvs`L0o6Ig{R&bSOmMX}ciS5Xj00^Vp+LOiEbIW zgYV|tOEgg>wBo9)nrq}m0fvIq2&U>UE@I;Hm@F|t1*+JQGJrEg)i{_=B#52L|KTa} zjizXJuV-Y`nB0VnwApfRP-78$S+}kwa>Ue$^8%8!vAcg{%_XEf0b-cVI;lj#0;w*0 zX<12iqM;D-2&}J0s0S*vzAz3ltPZr!@v-d1585`>C@05NA+mSGii;$IrV?A=OD))2 z2(uh^US~pqam_>$A5l?o!hYu=l^FKfX#oou2H}G-Na|Zs5I!*~Pj&L?Q2Wk{#0LWQ7vhxFLnqzN9XmADqAul z!h#+^1ji5CTQ4vr!=KC`Otljy8v$%V6BXS&lcLw! zKCvW?$WY}f70_h>x|)ZWmp)QU2o6)k#<58%T&7hU$`F!biyyg=gfLc@FoDoRyB56QfR#YSlY}JE>!Qe)b0FoD$Sp&zOhL4@v1O{A*&WdI z4sbx1V@}ZJM6_0?T-eVX-Sp{J5A$42FY>jY?A(E#;L0KtRhJzBJ{OAWW{Yv z$tmKkSVV4#%-pwiFe;v$UO{A?RfO3TWaIEUK2Za3WN@9LmPOD|gx)7sFOt;rq{Vv3 zop>^aZ7K}4(I#?Ks`_pSW2{8}h0JWOU7=M9K|m8Bxz)Ud?Hli#4$7NoIsY#koh z*hgL>EC~~mw{~Pt)ktCTw4921AJv(p3yC8LZnir2srK4}RyJqU13(YD4ftfSDZiy% zvNgb8x~X141niV}VkPI!#q?=B{#(XNnWTh`g&v%{YY? z$>?$@8kpiOI}(;QtL*2JJM1pnr(0m70_SBP|x=Bd@=MlbUwpez>u1vj#5h)-}Rv~*Iy2_Yv z(>ugL2Q1taR5NF_sQNUWX^ZF1E@-eDS*)`57T5Beg_v#qHl#_NmQby?9ae;-=e^a* zm`?bX#Ux8M z_gw+sj_3eEWIqW_jFQrjq(tB%pD}r(t7b&%2$X)+sSyj@M1yXPx`y&e^-NWBX`$e% zzm?+8uB;&G0EVPz-f*z4f8-#W?F6B-C)_N3NoMnD#Sko-TX(*`YK*Sb#naMWvE4u{ z<|Cgut*Ub2#ln!LlrnTL7i}r$dUc2g3i|sAI7DJd=`MOBdTB#eV0juoJQxafRctep zKf07x6G}CWk0wf@XPMso;48%LRuhvLZI%PM4Mp16hiH%d5Dw&5Or_5|G}$v~RrCgv zPG831!lU#g-*|Jlt|r71T?SDogg*UVjv8^FDC<5IP$eGan>Mn8R_%XQ>rkZG5lezY zwtSM^h@P%jxnSis#1!?5)$Xh?5ow_gu_AtP{^Aq$0dfM8l+y{GYB!)p;M~n_&9Ap% zfo+2~fA(`5YsDyrfUoNep+rJKH1%Ljxssm>A?!hp`_^87(7O3G`7r;yts^3#gH9P@ z=OZ$(|FMmnX-<2kQK@U#!5ae`>v(_w?77qWybeSDm~<%`m`ZyKLr(>wys%ywjU{W- zfTpKXbrfp{v6gUYk2gDeH8#at&^9$oQi{nkZ(&>%L)_^C0)tN~vP5)CwCt7JT*H!j zFrK`v+O@5gNz!54y;XFTjpLLu_YB*Gn-QIph)5 z9nn-fnGO~~dA3!roEB_|)oWU$LaL^nT5beoJs61^;FfWZ*p`p+vvvrMXm+a$GM;2u zZWuhU+on9oJT0@`_QjC5FDatX6A&COy< zQtJ0e35fNBu-rD^0RrH3uyAQ-EKpivrc;0s3dl%VwgsKGjz}t+^wb_RMR>v|^zo8S zq-h+ndN0kz=sw{?f)72$;p=Lp!McWSyqY_n@g)BlScxgl9?UXqg}F7Us%jd*E3pkm zOEPK(juO49xGol!P(TP@cA<0{0K~TD?(^85U1%VpSNo!G*4!X8YPHndMZ4Ehq}>pk z1+DjKfwH0~twof_qSHjHY?4yIRGFQ&0=$|V)I^xCX^;pgIxY(83ue}$gZn%KN92g9 zup_8~p(N_XR!DK*S%^Pn_F53~MNu9p2MgAc3Q9M6>(%;JgM%fe9wF(ypyF$ejSV+S zFflD{tsG!7DOLB5cHpPw8(XbKg39Xm{9E&QNsHTxr?Y*^wVpfQ=9rpWX6!J5D+pzt z%qB4cnF|%r(U)>HX4Dyk2-@!zyV^-_6^eF>W$&9QFeOkWhDGL;eX<>OgaLX_l$b|K zPOi?_C^4e}gIvAn^{25{;laGKiR5QJRHoWT+z&>e;aw50a_V@u(P2m~!7l{o+LN^w z7QG2o0bCN+nCNJ<8f^-cijllK$rCeMIGTiV3xyqHH+15Pc1MGjvNJ;!!K9LRl*ueW zGpgIjpi|&o&XL|M4t;X=9ousR??Y`ZtPZgPDVRpOr~zMEBS-o}!~k!FH7;0FP!AKs zPVv#6BCcmd@-=VD^Lh-jWnb269OPa0usPdbq=|4yC<}9-Pf&C9hp1Op#;WrYiKx!g zCQPT^VJsq}W2@*Sr4?9E)9GAs2~p<~{NOaB?>GTd#_c@A?_raEvMnD~U9DeH;dS=5 zcL{~aDjk%ZEFI~vw8A*fv6r-NnOFa6@}V-eqX{9h0}Tn?Z@M7@5}g9|lQa3cX0&=1 zf*ISPls!%x3#qeg3CO0_GTPLfR+ksQCxpgN;-z*lbKLp9@InM^A_rZc3_{a!o$cjA zJ5ScT+a}`khspVsr8NO7ZK_blPtln!d|n!*@*>ugko5(xY*thNv`y6|$b$MZ4V~D% za7}1PUshY;$XHdw`H7)r<)+4q#!2i+H!(g8Bs7ID2D@t?vP?xZ*+8wxWVIEkn7jl} z%SlxgGBBX26t>>VQwbY3I*oH!7*E4!#|8q}AT~tx8kIX&Z{}#G5X`Z~ENq_Wn9>nu zC*D0}zk#=mjD_SKJ|Ose_J~WuOhR`qV9V!UUU7%5+WXRHuS-A z_T0|7{=*M8cVv~$61e3&aD?Ycc!xIfXU*OKuI4DO$~qbV6KFD){2N`DuCrnV2urRv zwTs7EYH}@_1}S>ZBh^?5W?9A`j?3!7$W+iA&Gb=+I_9Ny=+k%m!qc3FU#pnQx7nj8 z_oU*u*}dP@u&DXSn~paUXp)p9r(Gln45BiQ)h=*RzE5Jis;st(rL?8<%X*DGTPsbv zB139~$VyfI$e21}p-=|=H6B>U5(6S_AXSKtHqqQWw9(N~+|{-4Nu-w+;T&G#R)FR~ z3Q!vLVgq}CpZP@z6q6x{(t4r8TVbK8>b}=Uw1@#F#_E)e9BN6%N&3P(`=mVEIY=%W z0i&E_&FzB!DUw)$Rr^R)f?4WhmNs07Vrb}1-a(LX?IDUXjxZ2?ef*!Ek`KGYVeqAv ziiEOFYDj*y1W}n+GZlrlQ@%K9hkUfcb-aKBy~tha!m2>lmmL_^Qc=SQCmn+W+pDso zC5h~iDhFZT2P;fvplXpc&K6!BM^B(Y?09&n^=#4UIu^}PAskfzD(nR{f1tBhuTdav zx_}lx%ZZ)g_m(wDl-MbE-zotXU9=7F8K+{49HVr7ke9SLiA9B}yeO7>Bq}oz)Oxlb zoMshCa(NwcN0T*vI&`S^nA2b*!lr?6k{Aag*#NMNA~9DxMbh|w3g$9&2i^^>}45mCfpq3RhZ7 zW2gP@sFQxP2Y{qWZ8A$E%8C+ZWM^yC<}e58ZS-}~v_?g}72|=Eti%Go;f-QxfPtPa zQCcvD+&&n>6NF#b+tF4s74cFH8PDzuU)qI5h#e8wPZ9C9gaaDE%`<8xB2&Xi-mUqW zzq~H?q<}-6z{4c9Y*(jdL?wrP@i{eatHzPB8I5V5EVu(V#2msNTSd1kvP;23e5P)0f@ zd-;=n#XL_}0+}s!sigzpm}v0?qKCF|sp{$n74yk%bef zB-M9&DWLNVLf2;%GQ)m#2L_hBjolqV3j%v=ChT=lNE@#yxyusBFmkjLm(Y~45qQs( zxzIIbhpG{}^tOTU6xSusYc0%3)n&PvW9Im z0{(iYLqA~+7PZoceUVe=2ZhN7dxl}yPt@4X{iwIXo3yaLRNTzQJ%XBBnB_0t5qjwo zoaaHUZGgm3N=N!$dc3q_xoOpcj2)W{DWv%~I60n)QoaGS1V^RBO)?W$rqCeHCoEKS zs*=gbb>|cWrB0?u%9KvQN%3U+@=Wr>WHKzaO3W)wulG|s3V>6+`ZOy`vqezK;?Pr7OYZK)Y3vHg)Rdfi9r5O3Mb~gf}MarF1&ryFXFuackN^1C((G zH_av*RA`>WOV%#95UPw0TPd>5X5-X!4F;L&>yK}}ts-mxfFx68TS8L;?tlP(H*{43 z+`>LocCE`}G@Bh1T(Tc}uyP{Ge(Py=V8RAq8ePg?%56225A2n5ZG+Dz-NX>G!Aej& z_(>eJjx=KpYOQUz-bTQZkx;@K5w^gsz+LUVBMo?r_^hiwT06;FL_{Kn0b7nNmsQd4 zgSIqc9h4b8DyiEAN6NUuL$FBpJ^@9!B3%l$>1Jp`tKrugb6X*1K0sjkxiSdn*jVpi76mMZYJ}J9lBf>Nj17T$f z7$_t-Mk1}D(%2F@&M~!|n!3)cll%$D5@h?{;zo#QsnjGz@)H_yb)b`2rh1Kz6j0(4 z@lo2jPVXiXD5YIkBv)j~&Q_{`8_DWxGeB^600#n&$8ZWc8e6bp{Qu~o5XQ@1MBa>H z3~&=0GTLM{hU}<^Wa}2+q=u=j-G{>E5~D_yf*O(YD#9`l5O^nPo)){^S(A1@)v$Ay z%-8{i3QuA*+AKg!!V?Ou+}>%pab*GAC17cvsc zL^)xhToXG2^XV4Z2)gS4kkyS`g{DeG#jLdRY3~YjHn`SK51|)vo-V)+t;pZ{Vq@mB zny%OM5Sd{E!GSr~0;gSJnodC#n5SDhGKNCH8X2IziX^mhuJ(EK)Uu&$F$zg(>mIWF zZVc?`NZ#3WJS}Yjx$?dyLH&^ud8bCzwu3++)k3k{iBdoz&xO7Ujco01nHfndI;kv# z!#0#mL{ga5K)6Aea}wxEQ5}lT1H4lnY6G*kFhi#37IobteWHSAny&F>H~y14YS}^f z!aNHxU66>io87R|w#Jgp>?SQ@LEF4dMcqL@`at8A1GMfX7_nH%W4A)|%KTnh1u^O8 zFXZ@6J(Lr7s*~fA?UhUbj*x)jm&CySC>gF!1Rx4lt%u1)mzb48YThD@K#KSB5~YI` z^oL~tU7$Y08J5l*M7O3;AJIXqT1n*A&L~vqmq}pIR$?d&Cgsrz=ojtxmhKyo=bX&E z@|1^g(R_~-j5W7)FNImGfzH0xOpR5erZeivG?Z>lJ)sJLu)?`RLr^BQk2{!&nlouS zH~&XQxfK!duj%7_Jc1#L!GkG{hT7Z*ugfih?^Ay54y5!TXn*$CA6lZh>?}?9-u02` z5>?Xp85!9Mr#4=_%vowRZ6|n#p#s!0?6gbQwS{{^rIW;{8t zbxY-H&19WOtawYU!coPFuDu@Tz7AnBIvf7ryJ6CU$a4GLj50Usfm34-y*vWwx6sWE=3N?yP0JMPhhh^ZeQv_6#q z?yptl12P>nM<(~(oQ|3ZLzad8T_Gc*i+ZQtvN*lO%5(u^*%U9Q_&i*ls)JE8r6-z1 zqlhi)T!#%YDXCZ;cGgktAq)qU+)314u*i+2qw3-kv}Z(!0}h=qy7=1KFw?1qWEajG z+5k#PxSu{*TUe;dAZG78Drd+Y9sfsI4CfOugMsRk`Ne<4ey0J_YD9_YJ<&0pUL*Pt z3YRP?WG61P8dVvg@;f^O+L{wD$6+!{wb3%#{0?YnnvH-guvlqnsM7*b&=%wkFz9Aj z+9IsTboJy*BCpq6Y@&+_(H7L?HpdJ380+*S1M@HYCg@C>$N5p+S&k>enhNqOv68D* zQVk=yNu!+u)k^kB*S@?}(*)2LelX$%Y=)rL=ExMW9}jUx>4pz#3s4hU2(SN#vvE{J z-U&eS^SWs3r8EY~>5e8_2{;}TiYrg$rZ~J#Y-$GNT5)|!ydC{%Yl~tMxDz(4(DdrP z!nI?N3~#QQvnVRX*A0bz)G=2*xB8n9)l))90uj3S;MIAoU(+da^ZJlj$cT;d&uIt! z4Vz^#cmRlolB%Rlu(F@y#EQ(?49SxYIAL*-yD~c?_ZsY!*Xyx>#ukM`lRYTu9i!_M zs5pqx+H~uzvpypw>XAW?)N7P}V4u+#xsk!JBYAv7iQXqk1{E62h5(FH5(Qo$fx=d3 zi+)$=f$^Gd;yQd=5SqFUBpX`_Vu)d9?bXF}6-;(b!$5Rq6A4vNeM9A_7|a?V)4@aSxDqc_E{0vLsC5&v31WWEL3fvP35r+bpr_S2}IQ z#4b8u+FG}$SkNdeoj`+vU$btW&DA7MM}6&2Wou;7VRIesr91g2GG{}sP|ftjj=pvp zP~EsPn3mDZ$?Uau!`VcZl#s0UV|9GAPDAn#Y6?9A3y-pa|B0{kOHnTflpkg6WA+Q; zB$LG40&5DgsKn8^;HH!J)D#wm;!Wr&8LFRHVA7y?l{iZv%DM^J*h3uxF_0i9Xji3Z z2{9_aBZO5+&4*hpGR`8*hgfkbM@ZTAP>#KYtAzuX>nTqavj>o4Zkg=emZ=RwR(0BN zl342F+k{pbH6Q`C54a3x@Yh03St@MtdfnOG$&}<#LAF?y49HTH4kvkGL(9`5RgS8j zb75>6_Q0`_62@C-k zZ|%8`Uf32|Ru!9F$r!N3geYih0#;b-&8AB#2wS#ILYS+svg>YU&r__Gh1r666;{}?PRW2L)Ye--yVs|W%O>Z$pd+C(bI0G5 zl@ymE9nQKWV?h!boHn%OI!VypY^7Ji6;T3_lYpg+j-%tH68#8`N2qj!R}b7Vm~IgB zAQ-@b#Ldk|5_eit?)mnkb+BFs@mxpG5a=zC7lExR5M$R`B;#mDk;&+Amr+G7b^%Ur z*IBn5@GC74`1hq1(nHFrv9Ge)BgntA_L?*Ds|Cg+k+P2*N;fx(0&@!Y0BV+jIzB+2{>j?M`Q)JxlHDCh{`lqR zx?nIzoj8U>I!>%fXMrhWR++c{4xSf;X@Jfd|?uj77VoqRH)b8BK zy35@2Aa`}}El9-to$oL-RM6DCvC6LWncCfXJFFbWs`eVFtR`0K zH1&0jyPR*QLbX1?k$jWoRFwj;+9?(NR{JAmz~8MhGq&zgwD4HV#qY2fM-T~+ zRViVzRKI1TM-D6&$~vCmDx-R}nvqv!5ZDy{__|(X%kHp2dB_vOq5Zd@>LJULd_c92 z;2-*!PRxs$K4Nq1l6yg9##IrB1WyREOXu9`KT6@TQ5zw3OfS&D;A~4ej_kp{pq?f9&t8P zle$h?Mc1?wL1}HAr}}PeL$RAiH!ICQmEAYEvQ$$>QVz zH`qGcP_=`o$1tT%s?HY+P(FPL(Pm5bBABurv?{+vN%~YS?ISX}ayppE`E9k*O7uy0 z{+Bi{1Av*8!`D^n)r+mDmhD{)?gB&TubjMNTlr^Q09(WUWw+|4no3d{zRIXIz{E!# zlLcdI#Sw+AcuY|x7%O+AQ8~W)iU3KiggXff?k93{+Rl)dJJKw7RZ@d zwX$+&p~g0Pm*fFt+R?z$7p+ybvixSq9M3>a8m0hI9ATs0Zi&E~L`ayDP)e*{-M#O> zq?#;0LyKX{k+4#*8(Q&HrbX{Wl(?EZ68HRvf~;|%7Rw<+wMDwR0tS!-jh9T~$nE#}we7g=Q|n-Lp40LIHs zq?u=yG-@fgaQX~k2u90t-qT04ORAxUCbUL(X+QF;$^_^43G$^|Sfs;=?Id*(1nWiK z)dFoIX*mmNfh>@;*;IxcqU=vg5h^kl){#>Nk#K3h65~&vx6#3IGk~ zP$|*2XbuuJokNi6<8d(!vc!!SS;eAh*gBrnmdLD6hD6W>2CZ+kDin=(0e%{W1$HD5 z@?>E&*Ma2xQEXJa-US3hm%E5o6iTwlJyt~WhDk6$0~c(>fqNtK*ugSj~b7MQ&^^T;OYaworas7!ytqL4**uyt(kBOqfRZ zhx4{XvIQG%v*dsM4qb%?(&^wi8sOB zEdda`K$f3siHJG^e&vV|1P4f;6{N#hBD#iH*2cPQn;`R`>QsxZR0k3UMSRi+bLCpX zu#0KYi%EuvG>xIEFT0_|wy-IWC&+Q`meg4mu0c4m+Z-aMz%Ps2?+QUg)MDB61Z$TDOcfio z3*aFnKoK3jA1fx;`wZLBvh3OdgpYd=genhlW-n6Zvv2|x`h28>=(tG5(1~P@b(8>{z3zh|mI_HIBefQz>a%9Z z^p8uXI2{H%e5#K%*y+_+fCRxKs~$KC>TG51a8p#W}m_x z+EQzS)}bJkcjoJ2{s0zPBV)4MJuz7W=0Y=-9N-PyE=ovYO)YT3-i)L}?R(6Gql=W1 zr*fC3B_0~b_KaKFvb;M6FQXs@zNcnt6*HNlBBG>*?YQ^I{w{5?RJ>i@Oape5NUqLYcatJ-)G~MhXjj+=ZW68a@%cvfjdQL>nT zbCFoTEot4R{E1+bT2S^n02S-9N-7H*WE+Gd?@$4XQSi>k6qYErb1z>a5a|T2TqL2} zndwWO;+8Ix0q?XmN^dX;Wc0KQ1UGnvN5d{LpnD7d_9YL8l=LI^0dBJ2xS*3nib|!z zEzoaSoefiC%&tywqyp{C1p~=;8MAJab&D*e7j}pW6|^*jloR!2E-iCqgPbgMtf(9y=)~KkvHU-Xw- zg*Cj`*whzr@zDw^FAu18O(CKl8X9~9l$3yJgqpc5yp32JuN#kWzHj|oh(8q=0_g;h zMxKS+PK}HO7jpuXe;`#nx&32iwjeKfCXOdY`(`89X%KZ#h_0JgjOy<}mS+TkFhXMe zV_(OqG8VSz*E$Yl{ks~*s;Pj*zwQD4kYDOyz4l%n5qXtz6n&nI<#rlWx+%w50mgPALY^Rk(Sw87X*+BRNk!QAXoYW7b@PovfB|bO>aLnq59o8~F_UPy(apNUkmd zRf+V0M`C-Vj&4fw!Crg5s*T<7kW*Vf)5xX}IG=njWcVY&Z2JgB5E%!0%_`Z_D6Q2; zxGD?PyK94Ol&nj3W+n^G8hM#vlQ{6#Ysj4C?MseTRrQedB3|mMm><&dHg!yZ zp;7tK#Ud28D6)FUl#div!emjDT12c}n6Kw3Vr^ZjqbaGm`KMo-s1}dZVSYxdZ?9@5 zq#{?VRwqgNB$*6+y>Idn?y4Dx#oR%l!MOb~rwDKQE=Mi3bd%~j4IIYwyHPA7St7& z-&W@a+gibVgkoXpBD!bQWZ)KO$9mWN6=-FW~(%+ zORK^bNm;%s38aK7IIguG3=xlHW{1}UE-?aaM>(Fa7O8xSRpZdL+HqDluWE2VCrhY| ziG@Tw9+FLRza<(rjaZD?0@k#5-nVxvR?OO4Cn(g%07W9PNRBB+M|zyw_h-w;I^4ZS z{K+Me6EjX-hD#X;5SFqTNcc$|nIDdxlC5{K=-|h$EMd6lv(W5X!Cl4>fOQOIFIs2! ztfh6-Egtzp)q7nl4YG@UaFK3cqWS{IyeaTceSaT3f-o_ zy%g?Pzftv$TA6ZnzAlzUKG0O7Wr0@LS48S?T&IqiLz;33KhG$de{w=CoH2<7P%Ryr zS0-Sdbte3l{UHuO?s`P0OfqbOuF_P}QzCmubOeK3%kGtt416<`Ex(idP&|{ zJeG!60nt}syr&SBxD(0g-_>XkYJt}ZwuU`K$59XM1V%Gd}z0r*f(X&qRO+~DC!D!Q7)AdSe)b~i;gSlB|am4 zE&?mA>VT$r*|Q(?8N@4DWhg`RUd;fQ=wDXb-+f4lb;YqRBWGSgr8=+gsc10T4{ zxQ3gLK6QuCaqi$h6a!ATOT-5=u@)pPg2R;VCd7!5RztFCh%rtj?`+fgnz>3D^J(oX zK9MS{>HaR7T%!0=go^VPQ|%1$m4myN4p7zn_yd`%0&<^##{}F&X|;uzA%=$+<~WLz z+A1lMS_#QstB6(ABFp4-CZ%T~PN&tHR}NnRP5yM*ZUGISwG^FAB%-%M`I)i-PZ=kI zF;8&}6ehcCm=YAbx3}7_O`gkbq7s$DYt6V0iX=H@krhbfu^ry$4e-1Sqox)b~vi5tl_>V;#o@~O*gSlIq$jZ1z;F7DfU>YH@IB3Q4-kxVuaR;^RD z>Bv`D)RUHNK`sN;d@PvS*Yy;IznTN(*c(FJ;2Bk446(hN#7bZ?5%@_$Jk($8T^>OX8&Qowo!dHDHxnhu0%|T zlEwhC%!s+AS4n;)@kN!nQh*#?r_WndJ4191T1OblYtdWUQpM%Kgf~>;eJ-hG0xoTJ}iy0EIAUaFcJ{2634{>yi23bJC4W_JYb!5}cElJj!1gK5nyx z1ew`VFf#>{_r8rg|H^_qh8DIpj+g|KTujZmcD7IEXr&Q2(HZ0_Tp!25!hT&m)XuWzat5yqU2a|_Y;I*yWE+w7-vRL6;cEQNz&97 zF4{z6A+?5>4pcf@w!(}BuC13RQ%U4_r{Z;rG@pqTd-8e%k;M#ckrG>_dE07EbSIu-V!s|BsiPkT3+gcPBG0+9^KdtnchfQteXPjG>?%? zUTr_rYx|M)eIW){cNbg^5O4y@ELCyli>Nz4%PytI*dv9Z3SI`EAXJsgw^ecqsov^< zn50MLDDci;(E*Fq6s}wX#;#;&Mkei1>g6%yZ+|dju3a{iRIIvU%fd#$=CWqo-dww{ z3NkV%0oREgX;nCr$2#nti^_LC5p3*F-ZB&s(^d%zcqOl87}seAH%#}5KtQ8Dy+^|nPULn)&U}b=?XriUn5XD_=TDB>b zhCB36sibomW3dX;V zhpBIb4y7o3)7QylK>HwKyv2%W2?e(3T27$O4Q$&Hs7@1rc05r3$%aeq9sy^X@E@bY0NVUjlhecTo%@#FncNRq0Pn>WXpeP*p=4e5pfZuNa zM+S3-iXXd32c(*`wOs`{^lKHJvE|jAGr43lJ6Ctw*rL-o!aFj%nn2xzWHW``8augS z<*-{0sX-0XNJCfAk}U#u4tYf4Z~wJW1Yy}u7j6V&L0xjFJzBc&DL$0? zYQ0%ZN?C}b2s)DoII8%S8+KVtQa7bFVV9!78ECJqK?#%EA6!SEZnxbgiI5RL^Lwe5 zs`MtQD#w93VPuO=4b$Vf-Sbq8i z)Hty(D2W(R+`eXr$bAB)2w|Y)zW-`78^w|DKim_7VVZDdPtZNBVugl zXd4RQf|*5;`m5@?0g1_Kzp%_Hx;ki`b%*vHSET*0R~*eXfz@b*wXRAPoH zIP98lZEo&e;i3;AZ`HT#>Dhi?%3_aYFYMQ3#CO#gS}V{Ss>|_mIhi16y;sp)`spM& zq2!sNph{EEK@Q&Fm_TGndW-k7v^c8~o+n=y8Oh>2ULtl^kdA8X9=j_rnh>&Ss^p-y zN`>qEA1zuDtCjXWL={607UrSM6iBR378aH9Nt7vKm)g+2oZ8(qh)$iA(xeJ6Nru!x zO`-JNwjvrOL6!t3h%=dy0k-Xo`7=SutjO1~4T^XifAd(XQ2>x#VP%U7A&r~R6Lyo}~;K*?}?hY{jPDyWs_b5xrt_^wINJk=*reMOp566kIbZQT z&kNE*qONwORIMViBv%u0UB2k5Fg}~ByMW%Mht!EAnXm_-5{$5PkMLKgpj~cUr*1uduP2Odo|0>kR5reDS%b=OCWgk* z4%LA&>T1zkMU$YhahrfmD%d9+yZex2iQ)RY4!KF!t|96*c_c-R-$Wqr=3r39OF}~l zPARR?!lV4ItOC%U(aj-ARURrM!h1GuW$C!V~WOsa70t5zTqOyjsUZT8l@)J8GDg{AJ+00>Hp-ZxN*Fz;B z|I@<^Sh0$?IyvzqIu^cI^O_GZEm!VqdMe*Gnu>wGN^0C-V5tw<*+~B3pgqG_rC;*9 z70)z?T`S-?tN@Vv*K)%VLpH*zBC9Hu$!F#&!BSII5MI3mR0D|j=E*4lU`lxq<#bdX zV@oo26>4qAwV0B2$N~FkzxY?H!ZN&(DxpHMb*Z!(ju8|sGi+r4)UhhKc5ff4G$570w|+NanIB~fro;-YZRpz5 z{N2{rvjvrrt7utdy|Pj(=)rYC-Am4|VFxE0#kBh<^)Ag*ZK{j)Dbw_65YZebkx3Y! zvnQdciW(|~=yVh&Ms78Nt_Fm9WJt6TkSBF1a>B2d*wg@ZF*>4Km)(BY z9)DF^+Y_H?lN#KcI&RonzEd|KaX6pViFSzZD=GDCTCNhLxTem4Kb8~hJjv*^=$%Z} z>Zd3YokD79pkq7TR+&h8u9wz!l|ey>Qkq^QWE3byNzz>9xFem)-EO7LqH19YBxBn8 zeH(|vH6joSVrRoPFLyD7B$V)}mi3u!(eepTgm;p$Z;G%!M74zQD{xo{48`-fql1>( z<`y6&d4^#ks-zPB-J0q-ShzHXXHL;~5ez>fHyzkoW;w9C1)bDUzgI@>mf0cneuS?XvAL`y}6 zefy-4@o{x%Q;bgXYK}`~bmuRu;6O!y+G9jPdn>1E1USmdrVJ&( z*RscY$9Mvv0xwDjwBd|5`5uli|FR}u3Ee6)s?Yb{v|RZLBdI5G?`aMrW5yJIYRH0O z8aY*=O8B&|YO$8k!Tr>n2<{s+5=mL`j=+PD;#0*#=3Q?^ud~7wG|=7$FrDLK`3@jp zuh}A;&V8z#+lTeqm;D1S$YjO{daXd!;B8i`1B6!M=KZV>_U(-4*|=p;x&sIHN;k zIyYA9ZA=d4;k12>vi2@39O1|E2JY^JcEc0FX<6!wB)G(FOD0CVQR}$d6ubyS_`pl{ zA#IisB^MVKce@AR{Gk;f;$0s$3pikSYWqxG>p_sABXh5ihxV(bBXKd2jd-;K5&>?U zYYQ`ZoNdEW^#JK%X_4CFHYn&l$<6XAxEunYW2+?m#wsJA$rP;XgpCI@+3{rW$sJ%O zW~y=V==jBD@BNW9km$Mi>qanAxh4isZhn0#p`5-!hn&Kp$AZ574*1a+~_i zTa;9SBo9j#hOm7=Z13%vJh6lN5YxFBQDd4S$&#Zhb%RkYbH!DP3_2vw8p?!`q2Y|u zsN|7#1#vXEu9CX~9^6z_3{r|gx>Y+Afv`XH1oc&sWI>WY^CeqA_xP#U(4m5TRWZG= zR>BH*C~ZsgBB}=mOTf~|z1*vTkUkRplKC4xIuus^po-DbW0V>qA2215!@sZM(;LCzRwP^~qXt;*<|oes_njsz!D+v|o~f zRm29%wW(YunH6FFF+k{gqmLu+Z|pS({YLR z4BccK>}@g<2{x1EjC=&mKnjlppg@`4PRa%~d~M5q5hzGei?D}!4Gm?04haoSnIXIi zEs091MeHbXrUf$|BQci4w-woz)ks3whnkM;>O~1)W2AkIok$ir$cqS**L<>EEw=4C zX&B%{Z3^A8S7D~8(FXv~yRFdgYJF?dL}weNfVE3m!|B6tB@%pS2x1&g;(x=F}B8hUqms+ii`!r_a z!haH3EVs;qD!|?n{bHYp4Z>d)i5}_J@l#vNwv^X9Rqzs5)B#!$lTiec0P2YS`qK~r zF@22uEm?v^UTDakD#v^RBeivFGo-i$uu#b{(x`M<*~`t<@QAK{@lmtH$g7fp$)czX zQhv9H#5xN%I@1e=`VU=05e~Jwvkk4{-CC9n9>d1_Nr~Q~v#mI(A~{);GBI~A|4iX#oErWJzS1qq3S*AS$kcO7o zg$D+;A}tA&ZS-oH1iw|oE7X-ma7Urgb?m@cxW{qU1Mnp4gvd=+rG@lpjgEvpM0i)w zvtaD>Y9LmlVl|)>J%uJzTA~HvhzS8uKvk8!HC+~oEXFl>jIknM&<iM4MqQ7CTk3I*B)!N1&{QUOv(U?kr_ z7Z|XNz2NIoD0$U!jTP9;3`vYIJgPzvZ4Sy(@=%H+Z$
bI^G!5~TZfDJ%ku)7OQ zza@L1RE0Q6tG|bLHAa+9-H9?b>tOU13%H~C)ljuqYl&gb9-=WBNt{{*+?+g0^VbP3 zFJcytRTXxE;sgM4SF9>5Dmzgvi*E3OV+uhYyL3>&!2}jdOKcz(^-ux{ncW#8z}l{& zgB}b6fWl1G0m7CT+fbrT3^56SQ>I{odCoD~L$y1+GgSukiUpCz_Ns$ecl~_n`(G661 z64`W}DNvvp#sxL`g(2FlIeg%9RZXirVA<|lKs4OYE=P%^x$RcffS`dYy}Kug?L}~P z7f*D`Y^>#==Wi97(O()aQudn5Q-B3%Vqq$zi7LyQSZ z46~r&cEjsCSyF_gZBEz`F9Eg?Z z(7sO;JvAvkB_DrUeq>b@K;1bpmBk2-YgQ((ufHj4o6TI5%c7i?;12gHC;^bQpos)_ zt>JbG!}G#h*!w*TA_CqsxXodiGki0TtE4|;U2>=oH%+WrIdZIT*Ev47%Mu&PuJ=tx zzlV;NEgHpvu9_ZBy1fm14F?_M>9tN2w2v3wb#zKOg8O;976 z8e9bJj#|Anil~w+S4sxN7nFDilIr)STuZm*(1@ERt9_e^8>qyA3Ph1ie&wXBi+O5~ z*Ody{I1rAFlez9(cc;F)m7<*3A}L2@EBc_(cJo^SAT|vzN`PWrlrP!p{!$`<_OfO7 zc{&$o558+(eT}Z$4^oH1q$p0@D%-pA0ZE4$kzY|%hE&mbsOpZ2A!qfwuKVh3>xM2w zAzfuxnT!`eh#107OlE&fEZ@iiA(kZs1TCfvtZp*Bes|3%+Jvu%DmjS_@vxUg!In+B zc1|s$t0-C#>%`aWj>6E_oM!LBvp$$z*U!fi)dnnU8nSlIbmqy&q|hA2Y^u|;^kZc+~TcA{{@KcR6=ArtRmySu98H`y(K1vN;0c@cAFO|a%DiuebSj1 zY4fT{B_(@bq+wRW;|$Sv`CO_XAvLW`iGYi%h!DK}*4UkAQYq|MH(~lYouMa_oDmE) zbPYG_1Y}k54P)uA)FLpa^1e#py6R_ zYH+j<3QQDEBW^Jbud`ywO@#=Z)z!IOIY=e?1ZI68Ax*DQU{;?o!)2}J7DYIhY>^8$eaxJ+6! z_)MFw-Gi=Zsvn7lkdO>Irdm5Cs}fJ(Fc%W4ET%kD?Va=_Q$%Tzdm@rY2^GPfO6Z$d zfl4$eSg;AJm@LLlq11ISeLuUDg^~oEg@tUa8wT1U5M$ZP^{Gb=ML7_aCb4MJ-OWTR zj>}sQR;zkq3^|B*Y5@gjt25b)on&1{QAvrh3;xvXvdS1p6A*9B6PO(!46C-n0%{Fh$9*1{DdxeduiMU@U{-OZ@c%vJIKi@eN84{j-gp09r9j zlxkekwEt23{C7td+C^mtsgM?+>3a;;y6jSxt?1eJk?mMm(v+xSl7fZ%btm^fe#AA{ zF_6Kka|KJLz}GRvJkenT7rxmhu!_WO6&@g&)l@ILsFwP#ZIZ6;AhcwR%WG=W&B&`X z?-j|4;ia90JJ)h%2^p2-z6!YbPgav$TafmZ^$T#*ua3I(m4M=|okJlbq!tM1l9t!0 zN7 zfkDmdB*5}WLxV^aC(^Ox{2WC|GD;U#6>7CKPw;rTFesEopPe#o*A;!>ZK;Wk7-O4o zL{fX8{Kl|D4-n=9qN64o+)7+XPnQ7@f)mGHWm7GM$TuLK-pUkFxyyRqMF)VKXA2i#o{YkFqEZrobA& zsE*ypuwd(bd4tAmJy?#;NJ*1(DsdkfRjHJgQJX%-25>D!X2wLj=wt+FwF>@!r+FP^;?T9T zt;r_J51CZ)bxQcVFGhfy-ebnNHceUFj%`zNTlA_}5jZ@9gU~X4o+x*SPL?yh74!M8&+ zdY~&Z+@(Ul3%Wqs8Sg0C7mb6Q6$k$E{jMyO=2$icQvBCcRy)#dOO?Qggv$l`TPHKC zSEEd3>tM4LddBad5HA#jK2i-pE-lpo`v};iScA_Dw-yyxV8^i*aG?46iz1GpS-(Mo z2$id3;;*ZtOS}3k5zj{@lYcW6U<`CRw*rb@@<$xK23K1|(t#-9ovfR2bh zUS-%2-TBcVbR0^saa2`@0E^1dY)TO)_LHLPJ^(chconhqD$|XTtgD^HT6%im+)aTQ z5(1(zQVBUe8vz<4Iza0v{`*h81kjKQx^Pq{J%p6@C@#dc`qQuJAyS}T!45FWYM{}{ zTdVR8x02psiZex65NYo`t{59P}YO-k8mC*ZX7VNXE9 zt7?ISzADxqW5{YNKG*_mO6v;S2oex%O;#wlOZOHBvolCng?HqG1w6y?v>i2GaqrMp z*xQOIERg`pff%5nMR{1kbjJ|LR=l5Fi)(<_t(D7PnhVt3M!aut)`hWv5xvAG(Wa2xE0l z!gNdv-sfF!7+M9a0>@t<0W=jRn1JhhO=qGT65_8M=n;+-Dd9xZp!_Gc>quDj@?twn zIS7rcoBQQRIFuV>a*1FA<5{-10?{uodZ?>IR+Au*ONF^rq(;?+iiYMq`Q64ApV$U@BpK6=qqN~?>mRtdzy0pY;F zoi>TYs$%-vcB`)?8Uc!RY@{wIrv@P;O|D8E8Bz90?1C`O{lJ+53)ADmVpf{Nx}sXt zRM&8`x)ez=5o0Q6IWbK^Q&$O6Iz5DiSC_5Oy)xYMRkL@qV^s-vG7lKV{&)OV^^wFA zG3#d6Wuc!^RN!nqv_Z*C^nnsbU39<@e#;)<%0R6Q4%b*(vsAc?9s!&N-yNr#FsVKy z=Q>PV^(%kewVG z1yYA^>o*(PD{E^%h|bcoc1*%K#fp8mk3>D*1ttH!`jjmgQfL&U-Bv?R{v3D5y{0vE zja{2lZ`7Dy+3p`{O{$#9TX!O|Gj3sfen5nRHP*9B{ zZ)JYTr+XjSXas_;H15^NA`crh*Yt_HQCyQWv!pJ&+-@Ko3#vw@2+YA}J{yR04Yzk9 z;I%onRd7W{QJOWh>{U~m4mTyywq(vC7Ea4}q=AvgTV$?tll@dl#O`IZ>?wu+!V@vMfCpj_W^VRlm zdKtX?xvRa)zanIJWjeL0*sQcB;Kg*Ipa~&R1&0N8?q2DVQrt6g#k3ZXX%i(k0Ahv~ z0T$X>i`6#{xnLPe!cO!PRuv_PA$Xx+_ToVqOCps6ac=@z;xIF~21cBIuMI z)IkmOM)wGlY*A-53BT(A+6hls6}0;&6V5c4kd*91&!=g+tY&JXM9NJhHNsbt%EpEj z7i8=_9ug|<#TRkS3xF(I#aP5igIK*RZ5#|_kGLPl;Dzgf%0(+)1@qCrV}oqU^iuNs zqFpy6BsuAgW?JN?Ii&(qC)$=p)6|`-cv4=XOs<#H5}N)E0OKHLvna3;J)D;VNLTp?6R`N5YO!DXwX;|FeCo@3J2N3SQmE;% zk~V*kfaqZ;DomsT409cnA{Vl`8~FAO2ektX$rFIEJW*DtHDfX{y@3^sVZvEMX~l=rRsmT_{P%lFF&%ELq~1e14Qix@{o=R1F>Fl%rXq`w@{VhjcAb>|mm* zX`f8;a6zaseSZ;9*N6}Wc0s|D>ya~*;;Nb~ks`SX!h)y>3hB-46;Vcc4%cGP3gxU$ z$}ET+iuw2$r;unq2vKrkF@i#UAoKf`ebgzMJg6SUQH9~ts^#G}Q9f8NKpW3zG&j&n zVxn%aVMG(XK8+#kEomr5PB6W+)`5G4x6Vw)0faP;@QErHt({Y1KRMdb&7Pq_nWxhu z(l1+>T%RD3tG%{;S}bQ&{u*tz=m^aQq))-7wc2}!o;X1b|aCal;?U!{r@o%6C)%^h2iGCjmK2EEI=q~C6eGCL1 z#bL-|5@>*tohtEDBMI+Ln21OZbvGwlvXAP8@CNUrbjm=?0gVsiZ}!GF>`4%S!8BAw zx%!qk?>whxET9$}K9W;MR#i-^_W4rjUKlYYy5kr;yArTPVy`5U>1XuU!ta~KX^tFF;`3P zNJuqp{yS}}uMp`I3QtQ#^9HDIRHCx`NXm%^o`>6Q!*VJy8KmY5DwqYJc;>QCD9_M$j+U4iz$Q#W^_lTEjL!Qh&#EplxO#m8;!R}=QRn0U71~ob;LJ#P<%pe zYP?<95I(7`5Cv~jX$DzKtcd6Z9cZy9j)6d$px30;3KLln)p^ginP9u-kDi5Q*%pXa zY4AE2PMKPc-SL#YdVBJN5EadQOfjOTg%8Nov@kbe**FbbKcsp;Dvy?^=L#-_&ENGd zX*__c`NSkvs2FVe5Nn+66Me{vw}pDWX_69zhj2XeCe0F4?7X zORa#tRQgKC+d9m8tGmcjF{+#7U;PJ-EKI+v0X!n*2aU7>zYnO@p+QhU%l2DyO*{Nw zN)%P8O2IGaboQun`EK=a(O1*fj#WA{z0uuWhy&9&?Tq$7KL(NByv7+UU;36IxWBgy zVEynUMg02PUkj0>UTVRJ`ODcoak@TY(tiV6wk4(biO4}g#t2SgiPj$G*<2n#br62t zMHvn!2wjG+eZnG1|7bdL)z=+Sc)X-SY8<=P=q<-7!$k0e4lT_mNU8!nG+3B;WJvuT z5awsS)Y6x9sOl?WGc+<0w-8+KOej}lTcPMaNy$p(a#<5R8kTgetDBrmd}dRr1W^5> z>Uu#)ktFC~7e{UHBs1Qq(@auNg;P_~yY;r;B|d<{U)mFOasPaE_Z}CEACY8^)4{9H zODiTI5d+ofHUlG_c~GAOSEo}t%{FMcBN zr0LoOQ(Zi$w}urp{;u=iIZ@s~XxGV0y4VRJR2AHLtVMVa+EM_c(zF~}PWVenNXJ8! z>xd^ca9S-=>_(s>sMa?ouK^+X;~5XPRY;)R#0t0hZyyzq;zCYJc=Do6$Yz*9YP>k4 zQTd19vX{=KR=jl3ppBr5%VEb^JzJ>muVy7sCNw;PYpk`5KIyDAt066?4Z*zokXB$ z13tDzr9~_*^>E8c?}&3*lNZTF z-!le<)D9&C@$^Y2;au$?krDkR@;~*@Rm>#`?=P&Q3*|>>|K@c3Hl|DIc&9zFU7mUYd)gQOTwyMmP8cROp306Q`qBEA_wr z>MKB@u`;r(02h=j=9+-ZM<-qVN!yl|In-9!>C8a}sdBJ-Y0EC;fljmq zAmy>;kT&Uqk_(I&hu0`%CS(C@k#!g&IaQa8pA6%dni^Og-LErjN41lQKExFxB<9qK z04CjA;pXBmab1f?u31Q;5ll$&piG&6oIwAT8Y?1N=3==r6%d3~F9r|H5_;g{Twhm@ zUVv(dzBAQ$F7pTmospT%@3;r+*P<_cW;YZ~XTd0~SFY72U`bhP3fiLX+{yz5;k7~1 zcbG)}VI`qDpYX~`09(HsH)Y6J2|HSQwyd?FS#9kd+|4ZFw!4BAQ(~|EBJgoATa^>b zlI36d->R){Ho^6bozxKteS!gK9Ik@%g%w4W_qk8vv4$S1coi-o{fT`18@sbh{fKjc zf!3F(VIu{J2U;4N_QmEZIUW#0aLXOak@=F8EVZB_*$WwX#xX>V{|=dEYs%Kn(0d09 z>o$i6tF(veyKdcwP%(#hC45`QVfNSU5rEsas6>oaFQmrc7A#WDu7pD^yy7*}@Ow=M zRnhLxQ8n(LIBpDn(ir9>O6(qR>IU0n8AprAGEJ6mf`t4n1!%TUP}(dq@lQn1!O4Cc z4eVmc1T6RU*Nq6lS~8{L3s-()J*3n9#)690QU!`TxiRPwPWv?&7uU`=!d zKqbqS$|?k`ODlkQ<$bu3-K|irk{{bQL84*7n5NtX8zidQmYz&BNm9v0MZ-m>mdAe! z@|rmEd8Kb7QM8FfVZ_vdz=b)Qtdm($JBqdvaRp;SM>KgWL27WL=hE^6=UE*mh@%sZ z_&_<$D@+Wp-r^Nia_XkDFdl_4-cAwg+x4?be;4VxGxT2I97_t;Dmee=R}M6e#giu< z!XgGh+z3g+r{p1)_Z!-3GC>+k)5B|&x%5>sOtB1MQ3Z#`fTFUG+7?5DIX8vgKqf!1 zAfuPa`bd(i#Y{{X>R^Uj1-pnBd51DFOS4&dUC<)ey6tj@tY|oPM?X?rMX@MZK!j`b0GIzm?Q@#K6*rkz^{wrolyOu{5f2 zJzCEbCZ$8tQh~)c1w269$wGB=uhbo$(d-$C30-)X2{SB4%4dvJCGHb~M^x8(B0knk zF#{nk71rEd)vf3;ws{a6P1$knA0OvaBS+-S`_G^5ruc71`uH?T1h|gG z8IwpF+s53v#u&^}+%cihgEC=8YLgjug-`T_gX63U2Yoq$Ct%aKSWf`qWE~@$Z>G-w zMSuvkg;=0gLeY_~xG(^9gkJTM9T%G5)`bC8Ef!oaLp&0#w#8|Dmc6?8P#R9&rNc_O zJ98xb>Z9c?Ffgv*tTh=e0i}!sd3J_9yacl34V0mdeFdaTPEv$-VQMgp-{HSVd_8ip zP?Tas+daL>D`+)F7E=EH>_mHQ6SP@Pbwx(~0nSwcoU*2h1s`KnUbiVZPlaUw)`$Rn z1SU)_YAv04mm`FO=2*QZw3y|qb72~K%GN$9H`p>vDK2VjH8yJ+T)cK3(?^vBq^3X444|_DJ3!%;Os6z@_ff$?1sV7 zKJ*6mY6;#JJ5d3!D|gd`B{9kZF=7UIvusF%QGKZz1{qBv z%i9RwKZa5oj`U_s2;8Z&BpBUx3Pp@e7cdqQG~KRV~@aCW-z}rEtOKGLV#;8FTfke3mT0XzcR8zyqMA`o$$QQ2+6xX)Os{wSH5wL?(%{#!@vlivud!JNVrJ2l%f@V`@#v?n3`kXD(vh) z8>?0^JC{f>84p#9Y!zSkokn%ak_rgR&AUlZ_MwR@Mk%c0QDsqW6Hu;&71@%jcpy&Z z&$~J#!_z%A(LA;$plNNEOHE(>WJzKM{S_lsn3uw38j_?s5cL$Gou$zUcE4|LX)S8NTHf*eswWus~=SlA4IsfHq>DJgkI zgw$o)K}3~lX;;l@o8C}9mTs*e8P#6_0aXh{J>3*+qm<x zYxG4VxJi0FpO^$QtU_uW^^Ix8LXv86vkftOaeXqi0Jb7zPRmgsA`~l{O7Kn65X&;9 z-NDgSY{G=fkj@n`C9C+{wFHq-0e!tF+6nUoX!+z0EEHnoF1OXUT_Dtq04y>05tC&M zRx^|{n)?YdRUtK9@KP6fG7?PN1RskJxv7szpvWxom>F`xOO3$OC7i^xsDKM$FD70u z%3^5eY*Hb=ScE0HibSur^A@{T*mOuL*)|!flTg7JMN!eZIMNv&7qPb!@GnkLvdsCC zcYRb^FewtLG!>ZjR##F4x;1;=?swZp{~$uf5^KAID$ChDEO(KvD}_a(MTfhmNzl3SsU8pyOcJIy)IZ`zsJuLz z{1r#3JKW9DQU~c#-O)){k{>dgnIy|EhUbXtX;I=gc<&X(!DR~kW|9ccM8 zpRf_<5T9M*SoOf%2wU>UeiW?jq5&(fyV+$tFU5PX$SCL~TJ6M!C;6U(cxvzzRLN26 zCif1pCa2NpRMx%AD#c1^04Heiv?7L3ZIT1YzIU>cCN-mvAu$6`2=Id6Iu!O7a99Ct zjEYUZqcG2iuauP%hHuQ~tL;)S)nql;wI(W+>HNg-Tu*V%DlgO~+0 zrB0}?+DOKNn^rX+tq;b32)5*G^X)!X!}A^kV*&VAPYwB`T~vy2=yWz~*M+GsIEM_$ z`Wrg}UCMN%3O9ngMe#86W=C~OElzo^j01jLUiXzQh~G0ll1y7z;m$a-E5|as=0acM zY}xE!kg}+)+)25diuy@Ct_F3lQJ3NeAc-k@C_{#P!N}3T)IhorFr4C9)}GlYRhdov z38ejK2B9v0Fg_)+64;-KMZc-PA>d{;5drU#7*knmpGkt6T55$#q4i^sBfwVD(gmVp z>!f#6JK%4htDTrShKXMLs^?dKmmq?wwZ^1_EfruU=_w`|vx{u8P*RjnHSpMy*-NWN zRVVH>`4WxMPj-&1wsPr7)OI{y$-9-8WJO=+m>Msur#qS|7ZC_uugSmyM@5cXDv#rjzTokPJ(Wm}KmAeqG^1l*JV^<{!)PS6A0G<--j2sE`pUM75)ZJzYk=#lc{?A(MbA|z$X8#-W^MQ7co(cmu3K&fZ*ypk+M4S+rh;(|!NtCl0N-v<8G2j!=s@ zs}y(huzc))bqIX-H*HyoB}#c>`&!Cz zjGTbjxz7=&8dNDi ze>IBB;8L{+&ReJb2*?TyX!HD?dU)50ZEStX9MF}8I`qm=3-@GK>JXuguyalBIIvD% zP1#~x%9vddxBt#YsF_i)SK{v7d-Tko##yyc`pgivExifl13za(9@b-J3r4JN1Hy)e z50F5dBOxs*N8wl^|G~P}tam;4q=+k|rDB{?#BwWF){xYXemn~zwN4=Rq*#SA*V0(4 z3(VDkCNn{hJmP2lO2#^}g)9rnu0_3-}%{SU4rO|Iq_eofC4seF#T$*?kUw#jT!}vhzt@a&}SVw2rToXV1&9T z#sRd4JO)P-%s9?R+{DncYt?^ZR0NlvhR-OMi9FKqFue$3!oW|(cgm0!&k*DjR80$& zLn;(I>Xd(bN5^NqK3$XqVMC+tPVVAAJxW7ECh=?+0szzWnEE$VT6*v}qg#+!>KK^)#8LX8)GM?>1i$%L8Y6QHKK=uoL%LTEKO%X}yL0crT?^ zcCRJgDHX3?Wx~%4+U9eVWyVD)wX|7sft|_4tH8M?0!F*_FJfy|S@o7^?1otn*g$-h zB*>bxGpz%Lg%MC>vPcrDVU3`=-U38+!~zisW=~v0cj9o| zZ_(8wenpjF|4ZfAjz%taf}VG3UjQ_;vhVXWt%S;0sGp)ZP~-ZFZ4rz!?&K$_C8Ru| zgAO9*(}UedlDS7GfYj@@+F(qG4Deo!$9U%PWd(m7OKe3+&2R}VoecMG zNX|2yZDWe61IHd=q$U8U7g-!C9cXkCfa)SEAV#hezeeyLMDTz+D3*D8zLnqO{3LoT1wcBq{r=3*;==LP7}R zp?ZRvyYrlW^H@$5FgQONBu|r(MOmV4sYWY?^+Zm~o$#_5sDVApB`vM2#K}DX>lOZG z_!!1AvzDcGMxp@#!=0~%VN69^SQIZBhrWuTP@`tlu3$J?mPv|`$aNe9dYG4b6>+tdO=#K;H=-yg5!Fy@}FSnL7Mcr@@z^5%# zEnUt;Oz6d?7+*#sj;(vzInI`zMR}WyKV{1Tv|8x^i6bzw|z#gs}3r&QPUOo8?}&6n2(^%F2_yQDr?cZ*at=qGlSq^3&# zKrpPIRAQJ*bsY#8*%=d+cRk#mw75tO zx=km?8~t!OyQj(|BvIOGEkssQ*_f`(vt7b==~NF~kTQFPevXNI-X0V7@({mRy5%Vu zDxd3)qr05tV+(<5hTf^I2h70AfMWAY@jP53LC{&z{8wo~Yk60JPd86as9LIfyF!2I z+N{Y>N)6dYJ{@xlKk&frIkfbY zRRrLO`OtJNx>LJ?n}Lc-O@YlWBpF|f!a}iA=Bm+USIp)I-O_nNviJSd8|4EQPa}9J zo64Qipsuh5q>=HFLO`j69+>D#)9n`j8?356E0f^d(6PXmZOV%>e*aSqZmwuXh+rVr z&!f5y`~dle(-kVX*#a#ojBh72oOIUReC*gB>tzt`c9eE`88>;m=+ z-vt}Q71_isS$@pcZ4LWk9S>WPh>*i`Ifz7%TpsNTK#?({N-y}J9OMs%m6Ck=HL!Np z)oHOPL;111Ugn20J&rO640MttJjDdEh=7!xIXxo4)7{{bpSG={0SZ!OX_MYc>Mga(l7Z2wfMGoTAQTC9 z;J?G94oiW|YMGznfthLu6sBg#iwW%7nD#g=p98Uqm}EKb?7v99$R z9^JB#cLK8x z4ZuOSG%&#n1`c+NBOyzQwvrgd_D=c4+11NxEd6&Bfs+|;>*Pkt5q+Q^8~0&H6IQPP z?MQo8PyqRi=`bdL22%SQ@9{S&V^weO5vyW0H|^j*&1D z4SFq9!qH0|uGO6({t1lyR3Y!7;4~TTvLuR}BCe0c=fi+Tr69;z0{CDN3&?9#j>(}G zU~QG(J40@jM(Sq*>z7!>HN;3!?gTQl%oQ*o2y<BM;#OmMKuE+KTxvD;M;%7ch;e(bhBGb|>vZV#%YBpB+rj8Y?rQy92dI!)bL+o^$VB;h7K&YuZ3?%cc`zo##g8MAJq?m;>0F8Sj7L9Kf)WA^F_(~YY z)++6q*Fj7`F@3FXwfw13q-u|Bp+dXb-^*f3p(*a9+P-U7avYr;_+sNyU)vBsr;5so z0KJ-&7CL*>Y?PCdca6gSDxws=|ZRiWBwL(2VFt$LIt+`ws+ar^3g^B#Hx+$hm z2X;Qf&oY1eN`~r&$WIlceTB{m)9RUkDV+6kYyTwHW5Riz4XQ~55LLf|5wCIwk1KN4 z(2>RAB!$Q=?`n#Q)&?pHk^lb2OokP69gLM3cz*El$5xGw8EjXTIzmQ^Cozg*$&xIa zpl|Q^u0p7ibbU zqTLtDH`*q&!^#!f^&$Z3I-ZoCt|2Y@VhCvq&aNnn!z(W8NUIO$RSC899hJeF`K3!5 z1Dd!ylCGm;ZZC))S#HxI-D5l zkE}PWd7>Ig=JlP}NS#MY{Mss$yAoR@*bTncb;p42a`iiQerMI8_(i^whA zGfQ)IB$NVcgM(QaQT!_yI<6T-cQ`E3wHkIBbx1tsXKl&_Ggu*oE{}At!V>S$f=H@L zDzCMjMG$aGIeN!A#u6zm)IbWcy;!zJKBsv|6jN!!?NA+JG~X%ZyZ%+F;$T>m*K?aB zXoV?N?8d(>s9t!z4@3a?w>PpBNmZN0GQGt@RbGi3L=fxbZd_tATyHWv_NuJn%A-i;B|7^>u9)!We(rqP%%`n!svS^*K13)*8Iye`?G zYil|#V)k-|yj5$mVTgxrb7^av=^2e^C`U1_j;zqwP?!hp za#Cn{fIz#PR-3`!lkB@S^lPR|pLWbhgdqB&xX7SH=HP}J-8^0wO9pA37015AK}Po( znchJx7FqGVHDMwRA|%-n+hW9l22v{R$S7AKH!h7D6-T--$rnIVS&GV6iPV!{C61a- zwuu=0T>CDmwqBi0*i8a|GMOw&TEt;>!-_{_&DYQ;m}lD99mUaG2}zIC2^9%SnC`3H zHM}YpJE+6caR{SXTT~6+0^xM4){^b3X_8fyphgm5T{rKCL6-DXI;o)`sWI7Kq$UqY zs3<_`uLB~-bjAxt!ki?V5d)8Cuu%C~JS1Z6pn4|!#n@N?KDeGuNRvL(M^Rb{Jdp#p zUW%1E9~0fsH@9}Bg3Zuu$@vcBEXS&=EeN}GEZP#ik{TKzKJs-O2QNZawC_nrG3deL zHe8z{-gmpKYh4%`9wX5R5FopvdRM5dpMDQV>ZQy2Ho^W1!0O!WsFemGwbCfW0b2xj zP=aloj11Tu&DA*37AJygmv!AOVeJo_o-kW>R+n_H+}~=HMY+VQ()8T#bKTV9O>hk( zIyd4LmOz`}+}0|1>vmDdjh&d|NRd|(Jv+v#om#P5QRuUk3MCr7a$y_!vbiXy1G;uR z6EOy0F(lr;DuPn6i!Lebyk_$YVpMWFPJtEPdtJby2?x&UsOYA53>%YvB0-?Gw#hq=2w}OwxGp8iAw_;x* ztdPK{5;C01oq1Z!6nL)B3Ubn?#sJ>BOoEC!!jneg|HtiE!wRto9k-S9DlV2_`5iS6 z&e*qxYA5|%W4@9fGt|#nS;|hrM6iIMwXd&U6RD^X-r{ghKw)B5@K7bVG(&Zp1+bBK z%bTX9k;;difWERArzM@ONB3bTS|BJWr3keW80RSPsO2Q<$VuB>eFBCJfz(7qMF)vO z3qo(wO=*g3>EOGI2B8g!)Y_5iCa~p|ZgSd#e=3(FiDbEw!kVU`%&7z2>2%T5zi&?i zJ29j57T(pFtP{q{NL-Q>N?~(z`q?;Z1)2o<(9arECbAU+S|2~=nnG3Ri$qSiScn4B znQaO>$7@}P@R{Vxdv}hQ1gJO2u>6|;IvB6I(A*du+E#Tbon_TR%{yXA%~jOU1hFGw z4U?swD$n+ius0Qy;n_gWS`s&S<5@=aM6Q6U%tJZIiq?hngTTgv=USoH(TO(0AoZ;Mo=-Q1_VQB9O zgNS5)lE-d3a7j|KtoS!wZbCx_S%d26*`RW{LK#HnZ7wRst<*dN-~fq1j^o~I)9dO5 zKsNC9FN)s__Oa|xwt#yEQI$Y(CB|*5)>ai+; zAPVlNOM)yV3h6Z4>PT-HsG{uT^u)DCy?0&bdaeS&)|!>sb)|-4T!u z=dmVR&Jaj&Zu%o=lEy9!7?1B!85-!6=N?QH44Nn#aVH~pOj(sHs3=2c3ZTcbJldhF z;IQ_#SFIhYNJJbljw$ZQK_pUA-F$VoJ6oufhVnr=X@w~iQz*8j7o6n~nv4l!D`J_^ zEE>}jOsrci3U+Io?SP>_wagj>HaHNai|NZ6N9h7z`8-K1!7^ALck>Oc7+e_-~)ML?<9|H+9hhrD2MQM)7beIzTCV5rGc%kXGbYUbC40<{U1mCnVbW zW-4E!q&Ax{xQiUJF+U;GRhxYzh9v+Mj$~;kIfBYT{oR2jPGrfc+L}i)R~dbDV}SsP z!&n8wSaZF})c2Jcxew@h0X#YSnu@~4%rwBukMes<>=4@@ef#gHz9{0>$Eopmhx_R! zjv<+63*(ZYI35aN7eU%N*W!upUN8oSqD%qWf;l?6@eU@8>lLpyvB(52V8!Yb((b-c6dS518p)GT(0Ai$<=Bq6bp%sTY!CGpmbRz zX_4?yKv8A=f%(-=0;PN8%z7lmzp@yjOvhdxwS5+hj*2BYHI2)9oJ~@) zgFb`>@VaeOvh+ir7lr6fAV9IBjvwDXcWb^1M+}=Gi>!0clRWnI18yiZA6BlFGBKSj z2MqaV=a%;AbE!^r=zOw|HU|!|FP-`Yll~9VM-(ax1 zfjZIkz#h)g7U&&|ELkfYC&G1*;waX^Ad+a?P+1Vc_zVT`Ov{$iNu>_r>MHjnQ$Ui3 z-Inx3n}{FkH5b3xVd#sBX&W*B^?gv5}gvn&?=8OcD#hlJcsKqO{9sU_~FG zuz3v018^-mVrV)nimLjqWp@a&1;HqBmam~a-DoKRQ1&Zlre2dX<9lbsB#UQK>sw-rdfGMb!!54t911qcRbNb0SLl$hL?P)r=R21)N| zXA`e99z9g=WIlsWgUDAvtb!}>>|H8JQ>xkqYLqOV)+4UE*ihF|M3t0M;-{mt5=H)9 zwCIIcII1>WT|Gm0J4O%_MNIkY1Mumz8m7iq&6J+8yB%n7)|tQGRQzcH8kxVsT$7T<51j6eoTXSi+ezzE>d zAM%6YhN^m(5_@qj$gSCKkRm50*-w8Xg<4F~9|EIH3TY}-F5$IH*AsG75RmTg@{&U= zSw&@6FRcJCw6mhPXYXcDJk;N>1*gxmP{l5tN=VN{P??p<jaU#`ykg)5ne0%HHk~G88q>r=0EWg(X25QFB5iM` z7_S@>cZ{V(F)!ELgPFOf#xJ7x5yNdNr2*J<-oicI$}&4zkO(A3HoByRR0=++u8i$1 zhK9e&X_&vCLoJDTPb0G{H%FaaSs)FB6u#`(+|NT`Eo7~VkU7uOstUVD`n?o7OI8)# z%EN-AMd_-c7+iqpZ1NCd-QZgQ5GH+BgKBq16zr3Rc!QO)3C=q{S5Dy)6wB+&419z< z`O9RTF*i2uW!CAja#5V$BXY#%2+3{Fq%1B)|DX8y6^fBxZ4|PcHL-2+n_v+I4eoy_ zfXE31PP-Q`3~W;GEJ6Wa@&J7dauHg7Q>t|y>2PSP6fa#&@c)V1xy2&g@(={p*#ktz zy7F+xZ2imMgmjY8MtfH!kBI?qcyk<)JS^X&0 zago_=!zTn|%>i>EFbSplnahgUI%p9C;+OMgdI{2AGYCw)qzn!<1E~XS)OP|v-xyV* zF11}lqf`}Cxe33_hnP|Sf!V>Kn5_fE#?{N!LcIg@8N(~mf)*L$Lyj?#Y8Cp$2*+0@ zGn&M7J?O57)S?yfwNM(%ZzXm*p?ltoTscT1pcE^554EZ3T1tuPLtkA)D@rSpYgd<{ z62%BI;kY}gKxkzHQ;{R8v?i=|W+OVH@OFo{SP!?!TeoHc;$MgsTbj#Euphr%^i zjN1<)4v}|k?8n|=|JMiZaJ){FmL>eWGGs?D^v}EIt8rdIXTZT=(Y$vb$U)nOpqg^(vf{L*xmbML@M90HU={d}KcOa;g3lyaC-N<6Ib zhXJ>>WSeM2t1*Ii*rQBe8DI7>nL@1`(rNUikvrH)qoAaTGE##sW9OpHzh!uTx1Ee? zd2RlBu0Tfi7F$`ZjY%Kg=v=SH(vS$;=HbJ7K6gVvza)!r3GFfJp$*bkTDTTz&7m&} zmw`Za>9C4J>VWEw^_xt&QSII-xld{hD}uR49z2cr?I@ykr0R!c&EkYd1Hhv}LU(OW}l|+W$ry1;G;% zASA8nVgdQtdHMnoH2rP~kz^*Kf6lPFlq+w<)b)e%r-33Sa;L9kXGDd$6xszMv)74B zgktgcQPAD`gS=4 z*NdFei@xHqxrhffzr)E;c;m1}Eyl9ypq4x)>Eh~&!MRQ0D1}`$epmw@E9U^fO`2w0 z?#9G+TwLu3B-)x>+|ig+7&Bwsq`a5JD*{QOiy{>?bB$5!*dPH4E*fcIzDc{$*19zV z8-;|fxwd}v%3OhJC1@A#tWVC|cCh=#-ZHdYy%Jz~39rXHQaN_uXzLiG5a}7!ixzb0 zF3Rps0;h84OeAlcxa3VORI#Q5eAy{@lpba}Sw-EcNqD*fjSZv9zg@E&gO?dzc%!1S zfb0>dcfQf)V;lmc=qsINGexPC&+WdRoI%0BXW@$G3Rs55Fv$-*;ADC2%8Vz-X}}tv zja&oA`E0spEEBY>P_lQ)qN2Dh6kO{9!OUN@mRpM7?NemeYD<15* zQdkoW!!v;b;%+PJm|~4i+q&b`=$#63tt1W44}9#53u{XYFh~>XqP#AP<^xh-60Wa$ z5qzFp0V;-SxrqfnZfGt}BH_Y$w?`>ZVT86RD21Cxb-QVs_0x>nBeFtvz|IvD4*-G< z{NyWr(7WZa(-@#dTSV1*e)ZCDTP;0EeNnq}3FK=;3s>-YUjWKI!oKM$tBYw;5rF4S zUJaLFMc6T=P@}g5Lnn?~WJl~;9n}`Xeqm#~k_rr#p_gm?$sFplZa+l+oqpSt9}1w} z_8BO~>)m$GEG?Vfql*}7Yh)xW%KZ$BfA02DH}Ml~{aqth;(-H|z>u9h0e4;sp=NXz zAkB(UcHjXzX9v?ZUr&zpEBa0D8_HYp14x!-MLxopVoI@<#_CoaZt-q#S1FEoK|y_* z=&6-Eqt@=y%;LnL!eoW4fJHsxlwo_z`|%@21HUIR2m+MS@wFt;=%sXs;dpFJmo-xT zkX%NuHQ(4+Y}KQ;!;LMVd6{^Z=vO_#Sb}=u5p%bAC4;ycC zRf8;-oVvz}%vslj*kGIK5|v{;^qN7n&f5iC=-60qFCSI-WmP?@M7N7VI@hwXZ%=IA zVcUc+G0SH8%Oa5o;l`t}^!;?5u?1DFxk#qBuqhoA?u)!deHsJrfgkx0r<6a7Tguam zxeWHS>+r0B+tuV`8nEL6>OU8a(@oNx7mi8)EOtABh2cx|9K z-XSHUX3UZ+YODi`LuOvgxT3Q*je!N81V-ZuG&;}|K?WYkS>Sgf85Z$Q909dy&XNrH z7;=?or0YiwnyMO|3|bjS5_LlgV(Ld7F%~KO+UO<0 z;DCY7(7Gk!d&IShW1uWg4@zAiq_8LtMmS{@b$66ps+}^z0UXVn*8h~MyllU*a91fC zn)+AEVPm*|b+?3%OghbQ$KvklO9W+|NK?MwlEjR3Lqnx@?omNx5%@5!$^rT@R)qKz z2c=c)%g<~D$*M`lm6rv%NS4y-PA#Vs8MY@!A^+YH*H%(IBt~bXen1;KYVxA#J?iZ+ zKxOeBM3Uf^wv_dCDo{yFU?>;LB+Z5*Ko&e<oU!YGUs zv;=*4g!I9${w$;H)(@6pB#IYKwj?V`!B`IJXm;Myq{0ny7zo-2tl*wCNN~nhNODR; zoe!YkeP%$}0E1vQ@y{NCNvupT;L-Dt08%Q6{LXjy45JEXr6HmQB489>M85dPNwQhf zp$`c~<}$FX*`u1<(x`|@_N?QP=uSfk8IoXIVJ*O_kycgLBlV`8sl=fT3RK6L& zh#q2YZp?~SL)1aslep4{w9rMTbe~shvP&5b-C*AWYmQdMN&^+tjS_nZQd5(#JA#Yt zfS{`2+I4tISk=rPmCP3Xc#mwrJ~C%J=k&U%Trb{txubJMHFyw>pL$6YB4M#t#NyKF zBjBx%lmqZSo+A-4EYMV_ms0H0hSWQ;Q^=2R{Wosz>dA)guWv|W*ErHE$nq0{LSPW6Z3_{8Z;-zj|skYvy?n^sak4vrr?U?j7S zjWiZyEZc~>x)O=kYljM?$;#{HV2zHDffynuM#O?P2`|)N3e^t0(hq32zPBf}i@Vs0 zNfi1apV<+T_z;nXXCv`PnRJiBcbO5D>Zy1s?XwPq|H0cr!*Gd3rY4Kouf`SsZ>L(N zop^v8kQ`xlc>p5{F<9obvMvR|+tibQYp2j_vt+6An;h>E#DNhCssBZ1whf9$f9_iMMMH&$Od*rRH-dT9(AD# z-ZJsZrWAiS1YP4(h_pNo01D|%qQEIV^1|A{HIc7@%S{5@NL6ZpZgS%al=$nV2K^D% zDm_WDmxZ-2#kf2f9tXUTj69ZtNAGY8ESkST(V=3j&hI*2pvBfIZW^p|zfF z9h&-6f^s44TnThgthL`IMJZc$Q!`e`hXo7kLQHk0G&c)X{DG8giwcQ-e<=g3syk(; z=jD8$Y@l{U)+rfzF@?SyGs1;*V`BeoRIFeWGKEO&W@7rwlaB8)q$-==w~LD9wLJ}& z=}WF%EuzX#wpfi{v$nWfebQ;5=%bfC-K{gC7f5ALfWlV7|T(G+@*ER6sipiWA_M}tQLnP zh*Y(Ib5#8hxW+&odj`4!tIM)1bbq~Rch=M+HW8-0Bg5&mGa=IHtbujfabj6p^yE5{ zXPv4T@L6>%$V+O-z0GE08r`3YA&|e=mbH@xDg`lkm9H{@J>(1K(mFCd2BSDD{F(c1 zFW95ZQd>|dv%iX?#uf)kNb=Pt6S0h^=#omNYFLkJWD#T``x!Zbtt=)UEGgkhKPPV4 zt23;58Dj}cJO}X)D`l1S9Cjka&N>pTBZac*lmWc$rf_Ge{veBGAGFp%2VoOICNXOZ znObz{?UbWcJR)?-(fX?GovARASGTR|6KgRUH%_Wz_^P=EvF!CSRuEBXkb4Lt~b#A!upyW`MgSXx1uKpAL6*6g%1v1C0d9Cb1*G|ZZUc0m>6*Y9Opav9YbnUI=*u z>Si%gW9LcMmqQ_%`ZB0#piuIUapd_+jma$rmV~QC+If`G!ek^ATli2U{37RCOgDCW z%RBZ;I8*LoG5g?VaR&*K+1(06#ZDADE(E{p&N^I19MU{rJDJUlWLwpy3}u5Etz(YV zoI+l^VAO8K_(QbSZ=0e3Yhf1_+E*25w#rNDo4Q+KxE!J*fj<>Qy=2bS zy3E({!$9PT2<$kD4z^j$#Aa2WwJo+H%3sB6+*Irxh?KACDUpkiAk+ecAw(n(YwCFd zuja3Dm$12HtNf`chYmQrd?#2%eUc`Xz2qi;swIGl9JzzPU@QQ=neCn_aYJncBBC~( z-I)qA*1glb`J=$HC~COu0#sJI(ThGo#CT~aG3qcyE`y8?v+Oqk&uR!l&Z~`W7>^}64A`@o#IxT+s;zn*SgBz zBvlEGjNC;D#4=HU8OSf<@B*}BUD_=fXD2X~h@4$w`Ifbz4^s^3z zB;`p7ghmoah&tm2uLTIP!8RM3A;s*Pj&aq@&G@Os)=8Q52>3BQ&XvU+8et$ix3&Ib zNY=GqM(xbNOGMoq*I`WDU`d#>&7tRLBTI_Z7Kziug^H*aiuolQq*l$x*t!bL4f=Qs zWn1fbRon~Vvx*C#3KmWDR(uv1CzANFJhhl5= z+l5vRUE2&7)fZA+MqS$jhU^GOYSF{aK1`KzsDERF%XLySDsTWpnyt*UF{Z(o*3D0i z4MyNljjz_&b#&&Ho|ui_s3Gr|Sa8(xA#nW#V1F<|g-TO7%-mli!+K1HYt)LHoVnCt zZ0?m(XFA`nrEnOkAIgCm4^kse!@ao%y<$*bfic2uThg~*(KL_<;4L}b7-c5k>h2l& zh{gVu?b`%???jQXR@^fXqVr3YiZC<%EGE6#CUW-whRg40trTyRVvkpaZq0YO>E#)J z?$3%~o@;@Le!L?)jOF)8?v%o`-rN5QE)YdTf(KhIpIh2U3H!lVObkjf=x(x{u9Xe3 z6+7Z)Q}`Eo(0$$9Vo~8UB{w-h7t}=AdbC5UPy|nn<-snpuQaF|_1GGE`P61gzU(8w z4NMnE-K4T3Hw!BNqfjhY_krPI4z`O*uHGFT+|_v=Z#6bSE$@Vo z(7gmje2myx6-k;4_yf+^a)HcQwN*6=s21GQ9a4m*FWS)xTtqwxVa+Am98j>1%v4Ea z1Iy{e8SVr>;X_uGV-v0c9#9jvZOgjp6){&sRr|R%5uXDLfRS>;O8N;KKz0(2A4Ff( z53{14QGCrU_DLd0tXAmwZgGUdg{hB#R3u4MwHT5;6<6X%vxQQVfRCWiQf;zwST)y7 zFQ(Jx5N474vZ6?g;9~-46eW=`M(0PsVt5d%Kef{z3%{g?vxID-qCDEznuEz~Gfl1M z#7^B@VKxeBam6ECM9(lP>K?`!S{tUKj#6%@l)B$5O<19HnLe$Q<`)X-_h&yP!TfkO zez_}nEXs<~3U9~8T^)$ZV%n0YVdMB(Rig0a^G>a+eM1Ml#r4X{A|sjKU`^gp7X7i8}Dq%VR1czQijtcIn+p#k{)AtBedpCGhM6m!ci>VBpz|Cpx5ox*P#k`7nY|j8lA&IOVErvpCI=cx72v<-!&eSj9ak z3cLU<(AbA~ZRk2R70>FFRBt0y!na$Q1rblY@O(%g@@wE%rGiSSjF09H_@|NKs!r*) zCW+A?U2yG?g?pk!9F@lDP^~~vG?NK6eggGzJ7SYWYqYL;=qegz?%B3L6PWD1onoan~w13EvZ4O-V@NIOSLX*_y#HxCJZ|ytXbS8T;51?AQ`PC zVi`N4q4im$I3ZP72&|(IdnCuuBd^xljHbI+M!#ssP>-H47cQG9Mo7(uX}Mm3TLE~j zyn1*lB}C*&2I6#&7)L8n^m$T&&s3F{d^iQcP15Hgtec^DNhPcz@+_(2fqF(jU}kBI z49GmeSx?eo-h50erw7&kX|!1*`K+?9S@cD3L{zs-{KL^(KY$JiBqTZldL&fvCOxT( z#GA}uu3(95S&}C6f?we*n5@fl3}n5Orm7a_zGJk`D-Z+2N~C&((yj`+tpiOB^Eph8 z5Uq?`YK)a}XYS@BAdJrbcqeW?lL1MI;U9G}|@>{2a;3Zz> zWr@48SZc4Qkqu=qzv(7vS5szZ1#XvLp%rD{QD78Nu?|7VGB+bbV4-GLsMGk}VuHh@ z(>O}Lwmd;9Szv{Qm({R6Kc^DggdGcAZDEwNH~L9&_>EmIr>kM2)qZfQ9%|c?01{(a z2x;dT;tehY5tVvPGe)W>H>S}M9enENicf|n-St5qh&$xWrOynwlUisg9bG8f<32&I#UXh!}m z0akkm$SFOkE}vsTXks_)B~bEyi@tI?`3p%EQgT#(xnr`aGiHs1_G({sS-a&{GefrH z5iwIYAn^la+bel3Ty&g3eHBtbiaIU5CeU`_&k~=-;{^@RnySjYAPkg*0Rk0jM9WkK zAXe-HT*=KaB%2|GeoTGTAVpMuFp)}$h>3|*+*Smnf@O~7jC6>L&&t!IB7!`zQd^XA z%0h^r6qM*P-r}h85E?~D=HwkFL?Ot6Ktt!uQQ@a?+94tTPWi;Tw5mUWiH8PzE_*OE znr^R*-_Mii!6ABGoO;My)lmACr5lN&ZW}K%YE*!woRo?p#;rW`k*M(JR$CM7*3;(# ztyD@S^p>f6O&+SpknUm&*@j5yEVX^D6@ z*t%iJu+FBw)v`UnW7uvPp_q5dMB#O&Gi=;b|8>spuE&)+l4u!KJ1lHk~I+V;xz=ACLsW+`a+9=~ZlcqFah8CeZ@u zj8gorBN|5P;>2Lx-CVmD@j|bFrX(P|rfSs0_#LncL)fywLK6{_4N4Mb1<&>wffjOU zFGS-d)-`I5<_&9<)2EHGm5^lwy=6fzF{QhM2jQhL`#Y5Lq0^+3@ad zfX!;d@@FR|-0VL>kX7(rGT7|t1@glg=Z1-rPc0iI5kpn+P~1=rx#AmmmCf8I5!K8! zPFaLlwg&~duWG`{Jrn~`QsU}l0s^RB4Hkwod0|uD^eH!GQ^}BKG7Rd(D~*hMEm@c@ zq4%T?8@NJm67CziQ>&|#VM_Ehj8aQT7|PJQ)e^`&PyhrWtUsS7EsAq-ftM{BxtbMC zhsfEmIIgpfa>el0*wF?kl(2YhBN^2Z2cooC;cp}kg?L0IE{KyYs@fzflpkI4v45OX z#}t(%U3RVr;3ZJ~B#qQ1BDJ>xWe zCCtwv(ok`Y|7&}@fs?MzCK#_WSa{XlT0f$Sr6N@b(1r~a74m@eSy!Ydo$YcgJHo`6 za6LIRs8SQV?XDsNOfeXJ-4lE5lGK{om62^2OLh!komz5@JPBj(YJ^taBic%^M(5@_ z!B<~|saPg3^pXrny!119oP9?MW$~I(%Efezzg>-iwy#b&?gkK))sCsB2=j4|dXgYZ zH+V2C`&A?Zw1rvmFJ3^uCXM8^M9h4M5bqTz=Q&VFafi`v(5fG~yGv_9OCGR!-L3j8 zS|CWmxQtSttxkg+yDT)x1l1y)%F1Nb$p}O$Vc1zZ*&^YTgcxO36q+f6JcuMSJ}N`G zk+@!O!G`^t%eHqFPcz!v?Z|-5=p(5-g<;p!-M^hrPoA7^~agjbH8^zmeEvp6qd4+4cp(bFa5(8a?)|dzTH!5Rob-;81o)6l7Z=B zIGso29?;$G!o*>3`J|?raF-V>W{Z*wp&JB>g~cR(mfmU!VCB8j@hXHGK9zY%n%1|1 z#43HC{W~Isz&h|J=ZBFflYsiJxdsYS8!aFY%9^6j4)m|-(0+2-AY`V3gQ3IR&MAa6 zEvp{HHK~Cjl+&eKQoLN3iBN~O_=52@y~BbaD=I|xQcY~eA;>6E(6+kIM6<9NCL0%P z7o_PBs;n^P%b^`o@AMn1*=Vg2>}l8(em)CxNeImt9NHSAL6uc;B(wCDWH8nXIU>8d zS72H+aPea6;Xs9*I)+3NsJ^NzTYJPSGVqmbiF4@W=Mym^NAj37C4CArX$)P|cZUg= zlF2S=8>w(jFE&?k=*Uq{@#=WaLiyHQz9SR1FOsI7vlv(D8W|5%7>ggD3NoCMav>c` z;{wzZ{;KI%&lpN2b@t&<(}Ty38-^RY*z&nD8D3;f7uHA438OljoMHcHSU6oLPi;aO!zQpFRrNE< zL^%o-W(riFl{-$-l6qUDH{c0jreaI*QZ+R6B8_(zNy=#$Cq?m5fvL_Ydh5z*o)$0b zNvumM;%UABjLBeuT%yjh5v(H3{y}S%iDX?~!XIKo1-N&Rw8bzH`nyNa3l9GHln$M8~qQ5?9vIx@2k)>Hte#pr+b|Z@ey2V3uQBbE2#( zW{Sr7Rm?I^2hjB$Kd2q=a}{!_^e$0bSfYXA8Mjvs3H9`s08xcEY{bF8^?8pq_bbf| z?+}T_w}`bmo0nrrqxNKKidUx8yeUbgQtVft)+&91G%~8Jv;vu-cn*iLo7ziq%&LHp z@7R<-cEhB4&Gajx@6K7Z5lpc>UMY>~v=ACXWA*-aN>i|DXSl%Gz`!gzWV-V7WE1D= zamj2nV|HiebXNs8sUq0=Og$qsz)m%#)bvtzM?R&Rl4sLTk1W_!2?(9SfT_(}19jxe7WMb@01nyosdv+> zkSZWThb7m5pbyYuNmQ*wg;eOtMwF(%*o=mxK4?%C#FBiPpV9dchb&ub=!r^RhpoFm zGI<>f#T`4T!1US%LYp>x>YULu*(&gpR6JCg&0%YX1azB;maOKsFHy+L5{VD zTu0Azv{RGroKc=hs`r&$v6M*B7sY{WQJ`8Ucp&mlq;j)rGc_kJ;H*&yjWi%7S8Zk# z?&KN%D%y%}Y6K`dZmFA}A`<1$6YLNm^mJ5L3L!XZUoMgr0`*Jy#>dlpk!4o|s=_c$ zCu0(U{|81gtzoJb>j{sdtB{3ERacHm4l_jA&jK73F*LGas}c&R9LRd&T!mm02Dt^i zK|rWenj(;kk;61Y}{ALo=lQ_ zJyD3m8Dz$_kD_2w?4p}(ai(V-a4|A+Scea}M|7bq^fk6eU{J{loh8(YY^kXW8%+<( zolHy~*ADW{uHpayqpE)wlC_sq5LF1&g!|wkQk&9CaCbaQOrt(*V*+q&;Qp|dX;N-p zRyfs4E!rnE zUEwEU6vbkTff(F$9RgTW?~vy`h?;PoYHfrW?8>WXr}o4#udizx)V~Xw_5~BT0-38@ ze`sS$<{eD~qDPB#WKgXl4WYy*HNb%oX^n?@98e)!u9Al?_<@$V=%lhvuLY8B-iK-N z9SpiY5`_x|;WD7sy(OAz?5wo_qEe}1(iYA$IL99$2^(3s$(hksUCVr!MOzjEVKa5) zR0Xig8Pa0i*!;k?PIu&nD1Av%IwX@hk3^LJ8%I&mO+b1k>CtDV9-5u{wc-ZK#8o$h z?XeF=tUR=Cq|06ytac=Aq1|(@U_TLQ7xEyjHl|VP2-?c;2Y0b9M#-KkqwUKo00XO- zO_mZQ3T4qpWW(BWLM)_Y5}-`R8kt?r@8>E^dKRnDPc1gJH02%In=dDf}mDrN#NxHOSCyuFYJLM`x zpj;z6)I2br9U?5zgKT`1@CA6wl@OOH7^?ip7eZmlZz6ztT7?)5Vg`^xH&o#IWTrBN zFx%Dq69>3^3$!)Cmc4W!%#Glyzy?G5p_;}sS!u)~(DH9t5V7@D^~@kiN(=sC36R1w zvg$Z!RD7cj349_`+V7Cu9R z-F^~g!EOMuCm|$vZzdZ|l*AdCM>9@I(Gin8aC*id60+dcTV4yGLKT?Msz*!632!MX zOQ3$ZEV<}lR6THTCy<6t0D&}g@O7KO=Htm})V*U7X6eu(mi0;};p~b+Lr4omA3MpX z=MX|LAa_cbfg@T0l|-Dlu{s!;jm0cN;vQc|Be`^nO;(L+mfDrj)I*IYR_v8>gbanA z%4R)jLy(z#l2B7d;8#s-h+V(i$l}_f4aZ=2-pF_TxCd0Cg+PYU)2Ap%Ka*{SL4zHk`LX~5UtiQSt+`Xgnu&rOvdk?K!~usa;XBLwiFg~J~EAmOV!XEI}Y6s zj4^TDX$+j(k+&=$SFw6ccTWgJHpE4ot*G*-vkrwwT_t`kEy)XP(+?be-Pfvdix7|o ztd^E0Co53^QhO}>R0$`<^H$J=x|8#rrRfp3)0&W--B)#X0hVuIT$5g18NU2#pov4a+X&Fi&U?2|M9LLF_ZuqgJh_gS31!R;i;UfOh=hQx zF=4E0%1_-1klJ>_c(7?2tvb+wH%~B1C85kY;dyS#zd?D*I%7sa;c54&lgJ&6o}PpuI)o zXnD+ZVsq6wL<<9s)#w!ly`u9W#-oFJ@_o}0J`rC>cgcjyAR(rDJOnKh=;eN+ogNnk zj)qcxr^~=Cdr9kTf9SL-W#lww1Q;BY?<~O~+}s%^_O6Y`e#9CF%s=Ti@`VfGv1SgR zEjHISs4QJpq!B{DTt%rwynrHybyw(4zrmPe`B@6WK08?ARW`B=D%1=WP^_^_O5vsz zv0cz7R88ckJ9TbkEOJ*Ljp6r>M1|o_d#!_67*YfB2EdO%C=>+@gv%ZXxm{H6$$r7_Ts~x2p-Hh6~N=F>x_Gv~9KB#Anb=OTl9={Yd*tXYDpnyGnF}fh=~sSUyU5l=W#Ff{U~BVJ#Uz{W5n}!QFi+GbnKc0)E;l z^{PFjh;vA=Q}lM&Av9CTi7lJD+||XrKcm%^FVRS(D%bseMLSM1wS@_q!4nFE#p)p2 z>yfu{18LS2t3#AxG9p6FE4?D~c{zEeYTXhG67!HYaE^08QHp|@^bv+i!AAY|YkBRo zf=n4q(pj(-HLjV{BGu-Zs7Gw9!9XtvzqGpb72SE*#z-Fn5uN1-^;DgZyxI>W;uplj zWgDj!nu4PRRT3MgG9~5LZo#j~sw)gy1;IUw%z6N#q6UmiaI~D==?J>gJ;zmZrGoki zL|gL)Viv5&&Y6nIl~}d+<%kOR*D;h3$eG+>(sd_bm)EVJ!&~%Tol#*ejXJ10iL%CsC-Yo!MyrZlUhW!% zL95!tbOst1DXNhZe2fH&4b=`!FY`CM9EJp#O(sL_42^#5UDYL63ikQ6jnaAQ9)GgI zz3+yRXp!LkdQ8A#!f<&>Q5YOb(O5U(Ii(>?t;*o$bPl$?Ng&&^cni5AI0(tIqMw*mDGB5S zj8_GR19TY`wY6raKtw8}Ah8A7OymPQuoHxJLdVV1uAEWHSZ-Y953EBT zNiuJ8i5|NOIi8LfMGO&48#fi?w7~M7Qbxwb;cF$@RmW$FZiXAC`2aQ~Oc-sHnm6^t z6C>)Y-th<3Ra9El%%rmHD|w(i_+RDH9aoeay&$!|VqP=1YQLDqG<3a~nidw`WH8rM z^j$Zle!2hDxng-iC~AwJ2`3yxd#xDh zo+6vn{_-a}vDPQ5`Bt@SGO^JkbW}55hOAe42uIL)jPjBf4UP*isW_-NaHk)2J4Hg| zp*lMXl)Xt;8ZCJZU?nUD!#c*>WNhi63hBt)zTf=v3eS^X3hC?&wDctlmMT~HQvc9` zHAysv>?ZH;Z zUkQJSjRamnP0Rs-wZw>t2x6AxN(qR?i`}lB)zGM0S507va8r8XHV8RdurlG#%2J~& z;-!iNQUpp^8n|EyJ#hr?Id$5(6-Y&yk@`+%mN_Q4IC7> z9!$lkop81DN`(X?rrSk*jg9J}92OrG)MP1)+bR^;x9E}Rn=6XI7WTy{pjZ^zx!KuR z#!1;DO_{GQt|?~>Aqv70#N9$48VK>;VnbY#1_{?KGCQ-bVF`ROGs#s|%EuUFZbuQx7uKVm zle_8><5t8O9aR~GM_`W1=+Nv!M{*JG_0ZAj=@~fjjxbR?OEnoW7(%CoLVjlEOZ#-B z%p#rWMWyJVDpHYE-^P>fSdkz?vf#VVWFA!NHC@SUU%k*71T<4rGZ59LkAcw&>dVXt zcT`f}_?1zZxFjGynql!o$5D@kZ)Rn&+C3yhJ##f=3#t_EDnlnn!6jL0`Et5!MA=NK zL6D9W^a|dmrDaaFI5BEvPfO!yu3-QepTLENawtWm32{`ekzw*Qa+EvoOBj@Zon-Lq z7eE5kz)?B8HFcAu{mVB*?->9A;8N{KW#P=NbId+u_w5MOD!bFdtzAwukYKIXR@n$F zdju$gz7Vhss?v><+7rRU1J4+^Ljf@OB*7T?zHnRcxP|ujP@2V$vI3g>;1OkQ_ zaV&IMS26+nSt(vuQOvL2AgspLN0OJR>Myx-}(#3uZOUa5@7 zSi+ePjTo}{U2e%ysgIu6Pl&DBt0oDwtXyY!+Vf1^L6NNK?3}RN$y6szn6Vp)6m(g^ zAA1GscL)};*vn4oi;ASqVMtuBvz9m)U}FbyFA&+@`GcU`Uh{Dek+Tx79x_LpoLfa8 z>hCT4kil6Xp?QvM^WFRx`<<&aq5d$<;GHnNy<~e8X2v7|_oyFd3w`bxO%A;0)s%Z32s5=!K1Y>Z>z)t6L(51d0&|!fZJ?g6uXrza)1@EO&!*b4bE!dh_Q?* zN-4QW3u;IL_0D=j^pM>ES7n$V>GwBK!?3`f;J>gof^|wE^ve-M8dKyWjY^ibBse7< z_$7_3}9@s!>v?qaF)!YixM?0%be^g8;AsL$RlR&a@ zZF(RlbRvauaq5gS_w!RqcFuxB{NfSZ)bb)b)E)%8NT2lds2(bx$Y1umBuwH|aCfVQ z;+nHiFws;p#I6kune|2MyQk+`kQH$lY~T!mCZ?f)`ssFw@LrsOpCId$ho!xuL2EqG z*K2h$^)BiXVSeMxf8EMKD9DuC-;qnV4`f8Tz5iL5DN#k@Nv3%NSFx3elJ|0x$na>g zrgLg&?n0r-;t&c_iYr=MOr~J%@nXl59Ym9)>ZQX=iwOUo)QQ$`=8=Y=f0o~Y3Z*PqDz`*!I^krmSz#%CZ37q0 zN%#1TUPimyx_B!=X<|TL`n{r!fI|{Q%@rns7{ezAk;8I#CAHcaraIEBMfRZCWhWR_6mWrnTGSP!ISLR{yOlwIAiqB9#w9$pJw zi&qLq~5}NR4$}_r3vK2es$tHOoVmOb@Bqk$&>XilMne#>LVhHJV=9yw#K!c#-_yNp596W zMvnEr@J%m?MdvD!hVXvEux(Qd!mGBucaU6(Toz#7aD!UGM9Yz;5M!eZ>AW_ix5$+~ ztJ7Udz?fZ07>U?eCrhlAVL2JZjgI9QXY`O2DJ^z@l18z~szrRJ_40}HIXQkn&a&l( z5n~E<*`Z_5peE^6J9=1-TE5Y}uy;U9E6+SOV9aC@p?*-WFzoD?*XqCYnjPVCyEl$N zH8`w|y%0%Q@{IpgPnm*PQYf|Ts>J#&$t8iLtPzWys$dTA9cZis&H4_njU4G;>8w&h zo!MMcE9w&X2#v@4D%pfi4V?Sito6y@N*xRPay^+M+tdc*gFXv)(89Iw*w9Hu5USi3 z4w*V86GM0wi*D#tj`ZrGG@z01mQ=M%CkLs? z+_FNlbsLdUY=Jhd4}QmLM2Rq>()q2IB3_DCvSMyaG?4uyp?wm1qMcZiOB4xwb!U^- zM?hL;GL}-!b3}r?BsRfU#_5q4$X8qdJ66?LHBqHcxDa8o?r#E5l9PRu;oU~5k^xao z2cG~-abyp1L2aShaELB7H(HF0l5VC?v`QXBa1Y=Ep z38<6?4~vHFq;gDl337v=YQ(Qm7o65c=Qzr6ml6c(7+O+FnUjN+i;as(hyfX@LfR+g zO1)*qt#DFI^(1DPf~@fNa#r1| zt}4jJLVT|6RIlQnr89clsFN;>IG~owtRTIEk5RTqH+K0`W=8DRKi;Z@DS<-2Ebt-q z*7mOk0%Q%k{95%U5u;=pV@IvnQBtpBqmWD`)oXMxyoL>B(MO1ew`z|CxL%UZ*g*kd zPL;~M6Ujio{HM$29cx$S_!6mMu|ZE9iQhVZ2xpIM3uaiQ?D*a)u!u26k=T}LkZLD` z@K%?$ps6icA1ZfeG8z$$paC4RUf3GjOeAoT&~1Y-AcCl}nA=Ap!}`id63M9yE)=f_ zE!t?SNd3CnY|lMym5G7GOiDBEF*!g9M4!UVzs|7`68VWwlEBlXwYIt%V@IhVd#F=p zIh_*amHw6XAR)Q)2c>1|&I|j?7S?8v<9q~UwHqjzez+uPNGPx>4{gJ9G8I`a(k&CH z!09tesxDG(zv7 zi7s*?7=-r@@~SnIozg_R_7aI1n9-8dx${ZfSMM7NwOsnF8!`5<;DPdXQnsn2s|0xc zK51M8cHV?yM?qps53B8m(P@8Zv0N#y)L@(hEoeZR*i9xF8u?mDiiQ!e{ZBwk;bGev zM@0s67zgMphxX$l9{R z@*W$?w>Zh>?y-a7?FuNPU=Oj#8evb<^#uKC&A@QwIg2vJTDZ1aB#Y2FX1fW?od~Fe8C;+n_zl!!Rt9^r2AY zVB?8+4)K}gtMuR&9OaRFi8vRSwaE}@k7}C44z?Kg_>NdbU1@(sac4&*jT&;)WCdM+ zX_}czs+C8T?hS;$>%Qo5lubt;7_^c{vQGKu5#x5mD;H(k+lpPF88nEsrq0EU(eWTU zc^zJ$Z^sB+lM8*A&w+^k4XRSgkfyO7Nodn0Qu(ZRI<(`dexjnHsYljR2+ILFB*kZl z)cXWWAhG@na|t4%B9KbySw&s!_kL%zZ3Uyz?OzoWRx|oavBp=d9GT|C3 z`6s`28=;Pam&B0TL1hJ-DwQ6gKYY;{Q-XhQp=v3!P6$5k-+6^WyCGv$WL1|lw>zl7 z&IlWQs7udrM4IQ=md9b$X^ zIy*K7s;0_#6o~t*1K@xo>Ulk+0;x5Zd`h*wV~-seINcBkt*4Hq&P&!q4Kr>hY>i^+ zm~g=(Dar%11pi(+h<9q_mg1Qo?@OrCuI|297ba*KaCOmirfxY>1ssWdzRrXgnx*9X zIzeV^Iou><)H{b#!=ZGe_PgA5; z(smfEisRJ-Rwuz1_=zSfNT6bKXvW`9ZHq2kMPaJ7Wq|zH#Q_LJ0y}7_n6GnKVdBa` z4v06Y((04s6XRN7{4Ue03Cf3Ew4iyq6=-&o*G`dm$p`;^r$-91Dt6_fkl0?O8H%d3 zEh2^x^#qZnsSzGuBa~w`Xef$wAI}w$Lfavmu^DTXRped6P?v)IX!JUZ79?g9O~(@; zf#NMuRJ;tRtgerZSG8<`TvGAnL6tG3E&Zj86- zcC=(Zgw}G|iGq?`HlyIR6N0!KEJbcP*Awxr@Zw1|dWmK~oPufj4JUUc!Apo9n$Scg z4_nq(>8dCC5ta*pPHPefQWAS_WAqGz@#ftcv@tNE^J0B4A%1&JhzD%Gm39rz-KG}E zIw0fH0w+OVA_u}pBt~%T9v{Hso{tHyPCx=f{by#X7*~PzsCqpsSq9oZ zN`yns0mvOld#!6_WJN7Z->y*XIL9){CkzN9d@ZNa!yU>ntu-PGl#a4jQ~vOG83A)w z<$T7!Azw_ypK(El4xzKAbC6YpoE(9zV$eb*fJ0+PjiQq4#pljGiytZxAY`#Af8@}W z5D@iP7`0gv*P4k-+k@2}#R6>?v%pryu5VsPiviFP9;=Rr2kqpTIdK~}>jPc+1kmBRBP|_vvHM46|(TT_8MCB0zRx?+a7d$)=cU)9Jv$`5Z~p7 zl;xxA?mvKG)Q>`2WRdItbpl)L8Bqw~$GpusysEkvD5AmGY}9#N_hP%ul73J)cAyg%jnR=@MXXE- z5W9)ailPu@;lf3^>?-}%%&S758~u(TMuy!3X&ityk?hKxIUkB?tquf5q8j47kNA+t zij})lpx{@ffJa5|t#JGe=RTUAs}Uhxh!@Ce50)mXuq;pi@RyBLuqY}aUJb+)A7hcpb*$qIU#a~f3{qetLufY)gfKX#~qBsLBvDez_AtC1zDXI z@UXP543Qmc_wrA$z{-Lf$I>@`YSI@pFQ`FK_HjrpZFzyor1P1zBFgVIN)b^3OJ;DQ zC9~|ov*QpfW49fnH~o${lY9UIA7QHQCw#4C6@To{SS@@Wev$p8jSM3~2OoQ?5m^l| zCnF7gRThP(e%R5t9ZTUYCbB(U{rG6)?z=6%wptmc|*k zp*&2!z)TJ$x22b|eMV)@PP6=nPMCQtB4ZTRHCG#(R<}OY7-GX&zT?2ERi`|bb>v=U zN*eZY2}h)`1k`86#J(kxY4Nt6glra`Ri=_g2aWP5H+sZ*#46Ci{_R8b%RZErvWoJQ zqHU=|bX^NO^o)_?E$Bq~@ZIDqiFhFc1fZ5uTta)mHgb)Z0ohI7zUpn&2ZwrUmP_-sFOt zt$5ihYS&0qJdh~$P|9@FiLJ&;8@6faEGF$%&X8ap_^Uf?_-ng+B2FX(dcu&VVhl0b ztqHH94bDj?iKp5MR8>#vV`x#XC3BjFrNE5&tkJh^)t&*4_+oP5l=0=Jt|dZE1!Ld< zynbu(6pM@$bpUV2FF44%O_wN!IrPDBVF6rNundl-zB^0ouk+Ftq-)3>>8AP7BO4=` zl5MSR10_$YV06i@f}%XCp9v^bew{7pFp!95!6g`c2XVkm?|AphENt|N^rL%MgyIZa2^4aYjbklfe_=USfv7?$=Z zJ8@LG^2us^o%)cX#>nb=Zf0lPt4 zlT$mR#=YP<32iDqQBTzFtS`-QkWc*RA5GWv695Vaw5CFsGhl^X6Ao-Up_k%L;rlJ- zZ|iH6r3A&`$Q`;Eg6~B(R)sV=-X72-N5hRLjnIuple1e1(dndwKUPi*fJ^07y-UG( zt&8eI>j(O}0%P|I#M(HX`NK^`x=K!6{R5JoKtv5Ppw*dJP$3-R6x0|FOJICR>?hvr z)uI+I^*JiOItw^!R5V}BD&Fd3SR-6i2zasT!V@YYmiR{i@FdIOG>7<qhRWKpMCj?;;U_dlrOc#$f60C^Kmgg?O1&y z0Sm{R3I;N`$}(GnbFgvcA_P^7F->t z+X)Ez4Na}Ppnq^1Aw%K3OX0;Bq#>pH!F5wKZh8p;+l53^2mcCn@-mvMEh*J(sLlpM zsI+oH6x6YQ2Qs4coGS};TmVI4ap$0NxZl?W*1A2ovDqpvZ*|&V+Z6UhJ?mfkrm7RTyvk)EmW#9=tEt`IH7Qq{3{4T$s(PP#F+u@fF7 zwCD=%NiGXjM~HwrfNdWW+IMrI#3YGPjW*FLfI+kqGmPIwXL*I_D3N8dB*GK= zDMV;)vp9r@ER)sbLr)~GzORZ%tZr{OxmJdWWW2Q?*F|qG$#xI4At+)p=iMxTI(fFE z-*ovv30lloYJlz);Wb1Bn23zE+CJ>dUTlzjMAs!y>64j|250-%0pS%4f&e52ey+lV z6u-%+Q<7Xh;Bgsfrvgk7121hsvnOoJ4juJWLrgT*#Y-W^tjEO35{))Fri8h#AlFJI z^ccA(U0gMUI0xperI|Eo19b9EMiwRAXMk|jqWc93D7c0thf-P1j)Wke()J?Z5mv(q zLQT@?OZ7y(%HFfj2DW%Atsu2;b&Qyh0{w$%=}G)5*LLNa9&F!qouO16f_-T!;8>K2>5toWu zNnTYcc6&wgKo`zXP^MFq#_33oOH1s;?EaD?xf;4lzx8PfN$+>CrGHV&!xMbLi|RPy z;LajyJ2bt4r!!EZ8lP``~F>JLM7Cc~AmQhV}nDsX&(4t*smH z%C8bqr8=6w*jjga+0{DhN;D30i(^%lSfH8tgat(#Z(doIm?6&*8)g_ARbHWy+I3ng zYhfBkd;&booU=ry{a8|+k;6)@3k1XJs?qJ;J;Zu^wM`m;#bnhE^iY7@MHzyj`*NBI z@;{K>-vT8J1P+^4N!>soFRalfx#r0Cfz~x4wYm^uJavc75FwI_>7k=@klZtcK;H&^^pZUV$`e+ z5B@k^?BOyuQc5>;g^PMy2U{3d7Zl&hvb-;t=roIr%w1pbyE>#D9f_ThT}OBRJX~Xs zxx^@Fs1s0tV~6}-0VnzKk!|cPf=c#hR%Y2rWe2Rx7=1uZX!N#ZHM}Sf zBZkouH#t_sk}1y87+9yMYL8bYE@fmF%ZyJ2>~`A4p@}VZd&gvmfj(b%yhwUPknryC z*5YLZn~wkxVDY$r)g(ixNzBzz*rj-Nu}VPT0sCb-QOXw_s~_k;tua>AH8Q!pwf(17 zBjy+)sb~Mi6P6^JcU`G9CUficNiDm5Tu0pd+?bc_OsPq4Xh}(CQpKt(51b6FQb09) z;*wTj9=H4N7_Q^V;tp(M!N|cVmELsgcv~v4Y4h2s$_?l{z~qMx*l_zGwVE4c1OW0l zHAn$CzSXRgU47K?n84#?ro4_%#>~da{JXHLFt#6!zWOjbv8~tW5J|A|lRHzHN4_eY z5UyZ9q>0d|CtotmjL3#!bR8E=(<5MHtdgb=@6d%7>^@sfVOXNQiE&V`q zl9mdK2rOK~J_U%RYiipF6loTCTJ0#|2{jIZXKfXRx*vC=fZ(%kH&P448BOGin~n_| z#~YC4GjJ59Ju2E$xQek#s+d@!<4AjxVEfm6;w@w$J|S?$sI^0!-}%HSY*uJ4T0mxz z2+ra@fA_O71HK)gK`99p0>!4PFwB7|uZ1g!U{=i-+~uuyI=9y%?l3J(2cz&vCedQ1 z7wTZHRnT!(11p=YH)gKCH3zjD=~hBv)9c$ol^kW=p->Aglld~qVE9WpY9~Xcn#xYw zn#h&$2rr+pUDH*mA>j^kx_ZH?9wQBjw;N6mv&5fVh!LQS)yDFZhaqCa0m9HBge}VqB6Zt^5Y`oUuya_)q4$Vs9UO5lgZ2&d@wWj2(W7D?EJC504YVa&}|%?+ps4Kf_!;J zUU(u_wbCRg@+J++hakM;tB~X@(gA5L>JkYmR&OITK{Xi! zY=4VC+1z;&V-W!JBmv(IwCZkL04BC5T|HmO-ipa^SU{kCNh4gE4k`&wuW4HGZ*Q3? zDAtN>u>H+1GTC;aP3m~bRtbiBi7f!}$G@0>2LiCvEx}Mo2nEVcfa$jFazuq4vJk|y zNr?_JfRTo71$nDU#a5{RDCoa^$z|a|-QhVjG7~94yn;K;SfbN|lp(P}H-R7{3wo6u zPKgOO4z8#WNVw(O#zFWPn6>JFzaJ8m&g#huMU~akq4?}7Oq^*h&8iV@|0{7kfq8jf z{7ZGBv5{$?fVo;oK6nXU*??AqOzOu2yaXKNMJIT6c72#&t{RgN6dC*5FLve)QIOu9 zTN z^xE+Z?NE>k9Vm)uL^u&b2vsYau<|^^S8~{s?N$*3qTseZ$}lCTgKd@F&tiO;IlW z6if}CA{Xlrqqf6hwqq8l)^XIkFj8C6JF?+!EOavfJomE>p!@bO6T0t-vugXC#1kA9 zcmhd(;DRDk$fr0_rDXxZnCM69HD?!-T3AfkB^g7l@rF(iR_$ul!s{;u80v9(rCuww zE9TX(m3CIO=&A?N5j`US(;jih&c%z(G-aNvfbxkh+bdnzy7q|vL^?J&><~6jC%!Je zP-k^E=-{aXGD2-6(S?U2pjILd>oV0`Xg2F1N3|bR8AzZTzO(2X`kh7#{;O6LCh|$B@MSl8n){H1KE0t0yv|kOy!jg z)0zXM4!5gr2@7@J237zH+35e|Y_V9wV)CtVyVyC-(c<$}Pe>ARguv+ryGCkNM1rjI(z`UBcAq>-N;wJYX8}Jy)2_3&L^-+bO zCeP+BoF#hD6HEj4a|EcgB|GatZ1!RRyhC0I?SFI{)S3?b&}SF1Fx{LL5bEdQGa<1B zId~SZG?42Q?`RatbT7dlFu_3`CDP3Rpq)BszBM*2Fj&ExjgAXQkv3xk%SI4R&Il0U zoq!A1nS+8+cqnyxl2VB8Fdxa?I1ode*epSB`8|?CL^!lyNpZwXib}Bq*?qaY=CwX- zg~xm&ysfbTfuV2_CF6&v)e&Q@K_Q*5fjml0GQue01 zrB}!z>#lVwQv;RQ2%yx01g1x9k`q$ket6X(yO+Qnw}wBj0e~K;k^Vf%mWdQWay;;X z2pao#YTp_*4yp{StXVu1IH-LpB4A?qL_PQQlCEEu zJgeZMmK0+lE0{XjW|+OyB*=*v!Afw$X&)l6!sJpnenvKCMekNF<*5P6Jc7ORHf^RlWWtFhPK`?BO55NEaplOaDx{&R@vl`5 zgmFWiK4sl9u!D_kouceK(<&)%u2zba^tU7sR(=EadOZ63!W=^7YbbGyC9I?cP{O8@ zD7y4aQGHNLV9h1mq^65ih0cORy!Z!03#hoizDTB!t08qJlCiQ}WI=kbc`3pGq(fO`N=>{> zJc7AYXCrrhXvbqH8|bB+V2u=yZwnR#OKXd+>u8pl=taE=y(qyun>UT@MH+ycBlAaB zuA~QwfCodtS{>yyAe0E3-&6`0Q)?wmg%BKFtYS;h`}zbhUxNW?3ll$|;xGP^fz~6W zyIx>2d4hbbt5e;5Q-#{YDaaJJSQUJ!ZzHyzwdoV&Rs)pcn!37jJ67k@K zdgRfm&&ERFjIzi8MWDN0WjAG7VmGP`04`y$sd(Qng%p&9gayxAtTqiRGMS^d!w zmOSPBnAWf9Jn}Fkyr82mL^t-gESqbnin-*E{%%Q+N2(iFPjz|9cGJO|A^zA;a8R+K7!0}sUuAfuUGkZdG>y= znp|ce(-|Fxv|H|li<**Xi;+;ct`#TS4dz|YQwjBZg(@0Z01+>tu)+j-*#?e-&j}&@ znI&a9zd%OcB;DXfRFcauh;cZ^XY3`#I+u)Q_Z=Xjfon1$kN6mzs9paz~hrvXS% zhfqQKdo+Bkhh7_Ccy9_BS-ahP2%H-kmTx*FfQ@ZlX6Sk(G}Xcjd|7I*HB;+<_z3jY zZG`L~?#faOEMNg?is;0O?i%RrHV2`#G*lA7NuXnxEM1`Mui&GArdrh#8K|9rYh=j` zS#g^Tlfq^D!ja8Er)+=}{NYlj^niArLgoTJ*6f%G^%J?x<#TE}`C5OW%8TX%m^);z0(qFH2Lz`?Nu=o+dq=e+HHfE*+c^*(%68tAqSrKG z+w>pAFGA229NwDTH{uLqTWc@bq#IUp zTvC$*+eW%I3a@ce?X9o~mcSVPymx>!OC@GGm4op{MMA14>L?cM-s}O14rXO*USvSY zD>P|`9ry+dLQbkyAO3M;O*t%LYyV=c>yB%mlu^{JfI!mKnKqk76nl66i4(w*V?p2g zg~>V;scb=YcfvrnvMP)uh0NM|zyhPl;j*hWE9H1xH>Cd4f}H)59?&$}h!Sec322oV z^KYDh!~7;^s7X+wsJaCdimtgVzNo*RdLQIXrpPeaD3e>w+Gdpv`LOumCiQ!#B(`$- zj0F)YAfB9C(o-fSt#eeNv@;_6(N3VxyWPWDs-aHNU|9u+}E4CR9AsOVHn$d4x8K8q~=fs;+K8QIh@8P0f}H zjZK$_nV{l;B#-Tav68dwV;#ueJCKnyD8uSh^@Lhd{A;({ldNu6q#SJLQnNM;k)|BZ zVi8&4CELJX5hgp2i@F0@Wq?-1Q1ZqKN&g7F>$yRM(?W0r0sPT2vTSKN5~MA+9)}uu zWN=WC+hoGrsfHR#yp*=FBOZp|_OE^Eoya?(273hjBWDZg96_6;ezE~dvqR_*1AHufnMv{a`LyR-Z8f~?sA~m7| zpfr%^=Qzf1;o*(1I6|oAf>dfXi$76qcNiKQvq&K)fE(Sf8py81PkRvg2SDbjBWq`7 z=?9+uTJcm_4CrT()G1{^ls@|pv6c#-z|1TIuYCE#93n3zOX8V6BU{f-*O)ySp@|N>_Il^ zR-aRAs9?^Dldj4%Q*}>CmXKbPH*7StZVi)^x`lK=XZ=c&Cv`=A2p}9fQfU(q8~h>D zI<|{NOwTceBM`Y0g|1~`i@ZqtEy-X~N;5&Bqqx6Olf06O>bbz6v01!xWmRs)xy{%9 zWHqBzRG-C^HR8f_x`?eBpw<^GH6}QtD@uTWyGCY-qaCeaS~ICa(Nk=fI~z+d*nJ#ggya`34xV7HL!34<8^xQbyGzR zgf|;n&5!?l>RBdV*Rj-F*elE+Qcz*-j-G($kXK$Aa86eO^>cZtTN1OG2oUrq9cjCh z4b_dM-b#c8MkjvmS6Cj^qLyf8)0YF^LmUS;`2ChH?zHVS=n%W>HZF5CcrOERwnmf+ybfGNCQ+ z>Sq@ag1DNpcCM=qpw|-~4SpSSAiFilDzOa9yAbY3Oo2x(dlP;xtTnD<;;4`!TNLBe zn4QtrCGIL4J6l~RW2@xV7qXLSLD`|Lz>^2gd2PIa;0+dU2z&#n2ApX*y(t6P{QC|r zaZopIGC8FvrF2%4d8lp+(&wq|6%gC7ogxJ4#%v@b-!+*|kuGy;5}U4PB~f#Y>616*Nf ztBL(S)4Kx}O2Lj@ul1zfi)|`uMRNTlC z6-$g(^VBw3_gN)lT3f9leBEBF)FvaN>d=h(c&>7=!(i-d9;_?6#9@W;Q^_$F}2Yu+S2p?h`Ai1VFO*ta&U#V?z33+mlsPD9-6_lH#uF-CGDw*0L4@ zE3iB1uxaKzp^z#}5|sWDtwmP&ZIH^Kt*FzfGo<%fkA@ezC}5>yQQul4 zky|sew!<1YrUy*4nFYxpz%o?c(X!PjC{C0Rb2ZW!+d+$u&}}-f4lWP&mGSc8Z)pQund3^5X6pR2$1@ zar&SViohyluDRAVl}siG>VnG<5id$fDHE0UVp8HZnamI|Rim|TtPt6=Pv~9VO|{V! z1$X_7Fju;=t{C<-@Xi{Ja3H?SPNW8Bc9ZbvIGCPk;4KiqrE3$t3|}#d+&b>Lixv}JM6sx$(j8&4zc+qgc*VIGmliRevYsEkl9DG1;c~RS zbgo22C^~7iC%mKgBMd?5ern=OcAXiKhR+5R3<@ZXjoLyNL(57DF1zIY&d(q~4JD7T z(^}_{5aL$fu;#Ic*eP+LXKl=BaYNH;NU0;>8MZstU>vQg0sHq9U^t|}By-CxAR-o5 z-c?iF6;$;MK_+$6yK8AkCM_@ErL+*>Ej)~1GYm_fj*H3?bAzwtV8??=fbcQA^EYF|LttLcWSqzUD2q|BS}Op)22YG ztCrRFlnSsHpj+7lA`prS%XS1d`|ig$4;V?*=ry+* zPRcc(gEdSgBCNI_&>3VK1xR9z4%ob8Q29}iS^PpkP|zYm%%Rmgda9lgS?q+VqRW+_mO!!bYte+{T)aouMJ@k-mxHdj!n7r&BFq`ei*XmxOE#>EH~5 z#4o}Zy&`a?Ab z&a99OTZk)#yQ$GGST(h6iH|<&49Cc65UXCxLKC11*)8SHwk#MQNFC`lszkz>? zPD;N8RJAfMv9RkxkwC`}K1J#>&>E`rDQp=Jz2ucg`~x)%51{uqxiU<)=|)QBLY7r0 zhDY@qDV!cbY{^g)Vo=p1^iXF48d&H79E?Pc2-X zHA^i@tRYmFqinJ)ucog;tbDbnge1ct#afo_oAfNjw`Nub08*TClR|w2mJn{DUO|*G za65h!A%c1ULqX#fy5GE2$~rW9)fTE_qFQU0Dll9Kfni0_$XIL85AQD{iyeYLrS{7>y9r5a9e1Wufdv9s2jNsH7MOUJQvst8t{C6f zHCY1hO^(&2mX%Z*t*zkqzOMb+EuYpb^21Up67lZfRS=q0f``>hB&xB4JGxdmb2$J) zs-I!2lq^qxqdZFr)-Vw8O9@(pdq)}GofCq?SKeWB53InH-N2cfX(uAke-zrU zCA_rA+t|0sD1l!0Z9R%@gQ=(#{BG@6AS+q`-Y%hujlh3_R6W2eG^4Ct| zP|gv(I$HPh5eX8dU#H%&djsi0)!);~^vaC!0MYf@pa>)js@6ywkoYz^v9S}S&T*?2mZk+?!XkUQ8`_jRDHd-vm8fOY%tQ=j|74!;w zAXJBNQ{g>BbaO%w=T^B?d^5cm{tM;-22^BrwR43A=un7h!0h1iQ3{_zk~;bwNwgrX zHarCe<)-^Q_(L};Ss`LyVI@x}V8WwU0~~*bW7!<#N!8}!IY~iPfI!l)N0>n@@_A*% z>5j|^HR`{ofccsDL-Lwy!f!o{dARr*(@<3Fi}5V&rW ziMpaMes>R+kr@u4;mf2Mi;!iVG}P6&*o17AbqR2CX;DRgmn#bL4+hpM4;HT3t}|H*biL+OpQJGCv#d5 z#!^HYsDo8`$8h=7WN3ianY+n!uV})gQV$-%$BwuPC^1t_r(l)@9bP-2vuksAAqCt%k$hD0) z+OjJ3_hFiA}f`PnFZW@l)s1n`w!&KfTgx&yb; z#E>Xg&!`JS_Aie7iHw24SXcOok#$ih*A}~MBXEQSg~y58N6JbhAY+#OUtLHgBxAwb zUTOxZ)MZ}P?1Y=B6ZDlQ?-r7pOlVcBE!WwM-q3PVK7sCoT1An94AN{|uaE!ib7pQUrUg2(LwvKgIbTGrSw@D1)b%+|98Tq6C>0BbmY~-T7(n!oyjK`W&zgd zpg@o^$x(W!YO4U3k}Zhz7F08_l{K7FTgHgG5c=o-e*BIWx;UqRW|thG$?WJkyi^Hp zYp}`(NDBK6RjWAaf$Eh!0vUP>xUDO?zYP`SD0n64|+?jo26G=)%8!aIz!>G=>qA z#z7z5+(_nJucwWyGaQa2#JnU`h|p@Hnw|%IwfL+c{7EbJnynK?Ng>N$>zALo((@>B z*QVvY01^|}{qwgp}Ep@?NK6^=#~=)c|Ot z5NTD10TqcVP(m2MCjnc{dP+79HRZHNH3WcG>8TjLK0W(RD56%8uANy2xQ1kZUBp5Y zPh@YrWsw4QJ5`B`&&X`@Iicv_>F(p$n*Y#<`c1?f%*p(F^??S=ytG$05R;uMQ&F7H>C%Gm1gwDDE|^)R{p zLB|dstM+Ur1!o4S%mrjEe_NPpYH*#1tMA4YpsiP+m&BK}U}xP@;S!VSDAFgF3WBEi z1qdMRu!)zFAAVbvItXF5x@;Cs4!SkP1>H5NbEC9Msqje%m)hdr1(vII1wBZsnph*v zH|RlPTIb4j7ORNnH#u>4KoFJ@5m$$Vi+ws-I!8Te>daA^MIQ#kpXWBsD%f97h3`hN zjz$@bfrj(@;j1Ju8))NGYOJ5Q>3pMZTny3R0h~p1OXys51AH!|-SH}!*-Kmjtwm%# zvZiFB^8LR3JmZAj8tX3qncwm!L%^t3o=ls1IdTrDw3o++pAfctPrj| z<~t&Ef2Siu^P?bQV?kO;E zCWIitv*iYg8rD(oLPnoi3n`;8V7Y{OkkFa8@Lxh@v|zh`LiTkm#DLUh86O{hC*$gH z6eI#^5=fv0XtCa;lpx$4N0sL8#znm9@~AC`OEfn2}^kEUA>4AKp1#QNb?38_S?!0aJp z4RkxJWJ*Vfy*vJMvc{0oh7z!fR@7;!LkVC*^F2fEKwpv8g^W`#)I=CxWqMkn8(U@! z?xECD4bHW9ae~jSS_~SLvW*SarG)EUPD2|>_lzhpy{&bFaYKf3k0q$t!wr8}xv5O=1<{>H{n??#ha zPdY)=x?}@mnt(`$TE-%$ga~@4U+D2}9K?>ISdB!XE4L+DuC_W(iyAnx6;1A~2*HVf zR)AKCcNe4s;aQ{^B#=B`MP5=B((n+%cX7|q_?Sl#zl2P?u}}(L9xxNBbw=Y18Jn?T z+mR?}2;{_IKT>3%9bZx!V0$9aio_m8#XvmQ5`}Je7Q2>Ji-2G8w;CO;t-i0)wRk(P zp=LXh(J*8}^?yBqW|B_+0n6-oy$^y4#?%2(xZV#l@J(MRwk$ol$*d8HYA^6*F#YmB%fGM?te&fmNfjgZv5W9>Un zDsG7QnmpXP*~AY(MSC_4oy|sgV&Ck>1?~&_`9lb;IF-B>HiOVWwLfD}fjn<;AL(ze zM0&H=4@_lwCcbX2X?;$z;deg_DOya`4Iob#~2PPZC3x6m?Tshl6tW2xD^JRKbs8@Ng#%F zH3KnwCr#AIWD0PEgp_JWVL^AzicJ+b)neOmN#iJ+$xTMJJ-~90kYeph@%3G3caRud zLYu^~zfMyP$pc6~Wqf2Ivgw#^S3>ra&fRg4wApGa;ttuO7?2X{!zSFgzpE{NwVwpj zgNPCCNFq~LpVHVlpcQ+9>1*^tZ(bfYG9#9Ws8 z7itV(#5;fk9THAtcZ%$*dTD}yF^JIBCmrD0Q7T>jw>|}E>c>RaTgzx6#X@lt>1EA`V~cVZ+ZAcevr=!dflAXzFY;Z^anoiN?Hpee;y zn$}GahFu|7S~hmQ7KLh54x#TmzvUq?004=(h&s|BOoArTrwW>;e^t|k{4}iN;gpiKrxk%nC*+jJhBN!A4^+v2m1gi&klM}s3)3+s|bH=}qECZ>3lRh=IQFgXa-fwm}g@$%)wu8zez z%8O$Nd0tgsU-ZCVKeNsXgf7%lm~}$xZ`X>p3C2)}%3KcCGJ+*|$tZIT&S-huV+;Mz0m+ifh@+0n^joRKEQHa5Pk`+E zp2!EGNCe`M2RO2a*bX|S9I0xu@-fQ`2x6y!7ze&pKMVBRN`9y;La&bxsR|rfa|{U` zoL258MJdFfH$MgsL>(`cAPo+as!^>12p0Hc06494k9y{gb8GsV(IsU0K@#G=6Y z@kwUETYm~UYOJ7nLEXu-+T9qd$1yPk)+P~JE5NdE{Y`2eBgkc9y;@W}PDqDbLcmkN za7Rmc0@zf*%8=R|zDo1i4dJEjZkW!3AiJ&$7w(PeexLV=Hv%Mz*(HqMn$s zt6a51jMRu;M0DZ5gMCaX+Pw#xL-l$@2PwFtd zAfzvvx<)0<1%$x*xi==JI%t1uJqNZ8C1#;VMnp?4ft9z)QXa_?0dJd z*opEoeEOS$t4JqM;H4KR+jb!`J9(O#pbIQ9USTaPQ3u2;P%mLF^9^?uxpk05lHE&y zY~GZF@%ChupH7%*Y!FQ7oZ}b9ZC;6x`KAL#D^#bZCN-{OB8f7Hzw0Sj$Oq9E6d2xsVq`3*Z z-NRJ)P8Xp{VB{tUagW?9B(im{K*hG2M)9O88C044sSS8qBqWF=ll{HJgZ1UoX}EO9 z7MI7>ZX$9o$>A0&V~B=3?6NXhn+Ag-J9vae7-Q{akBf4q0BB&>jO)bc+b}HXfrU>l zK{*D&s|a59O6S!Xomv<^^Q>ndDnMls>B${|Qd713_oHb-2_Dl+0_#fOy5D?N)gsGs zyZ##0<2|T@&qAzi~AcJ#au={|}S(lb#NG=8T zwU3wHVvg}a@04<3C~}hV$q|S*XofpryIT?94g^`EK;m9m*dG)>97%G-NGNMhFf=<5 zRB5U5(5zBG_cb|tcZ_Gy^q#KHausVRTWZ?LzFjW?=k#3wnNz0%+kiFC(AR(~2V+kk z6G6+~D1jN-2-#iBr_#A2fp}o0xU8OTWT9vs6? za;p67BRQ&!D+Ri)40G}3iwmn&=o%FuQ*d+ ziWcoBt=kRbg+UMP;SYNRg2A1nP>#rg9#v23_H>ZJPE(J5KWSJme7zH>A_nlYk1AM% zZ%6N<$%_R}1EB(ykM!yQdmIL^`IPm7>luhz0!W<1C`S-B+Q~YGhNtr7{{2~|o`smxN_hB;D_jKUq$q4ibrB5Ymrb%xb6wKn?=QO_gZ1Hrz2 z+b?r+d;JZe#2yn5*pgPS zL}0b>7LCY`T;$g(x@BGmqINZ@34q$02qgpiX?5s&3(9KKBqFnA%SA;h@Z(s_AJ)N5aS(_OM`K=3ZyD0~~2{mJGoY|U=$B_ROvt1}cAK%`Zr zZpVBzrp%WNqB)C6E=(U*6d;#2C+T>np8%3Zn@&pGIkeL!53-w%QcK&=88wD;oO}ht zMQ_6V&_>V#6AxEAva#toM>2(u#_`L6MtzdN#{3bnK4~B*TC*F*7iStg+<3_@`??{e zNs4H9u?){Lcr+hJ`YK7NM`|N78BcoD7Qn6rV3+=t@_$z)FDe7l&2A#tA7(LH<8;Om z(`6yR1Ahu2{_y*v@1av~(O3P9(n5h>iv|wet!U7~XG}}$i_hFD zTT*V`;JE=fR8Y5b8(Ui1j06-#126!^0alXN?4hx2VIM01V1OkO7nR}um^V&-T62iBNEz2&Fq1!1ZY$EkmttkxXDpzO`UKIWD=|~YK#VwM zTTXS)M8(D4u;ALG7^>XCYuPeA-RT1p ztsb+8QL-hI94RtBI=|Y-hUh#J2zsK{u2f`I6zX)B1 zkglAG2MbhkaY2|Q2PU)lL@g-{1E)TT8<;+TK-&%M`+yuS;}(e%Aj2f$jSMGi`zp2! z0>o*$1NxhU1H`++Vv5R=LK(Lj7+_&2=S6|yihHBZ{*BtYlWhn9W8h}T0}N{S76Ee& z-2qw$U{WLYwH~Zpw+a|4chcPC&zgkUc|eP1bP42)?Dl^R>=ivQ=|ciR-I>s=`gRi8 z4zJVV5MPw4UPMp@R)%IvB1;I9nD(4qt1Rjyh`%y*$e!wy%0{@mJqcNr87iv=o_j<_ zHz>uUiH)Ok59ma7i8wq;UVuczR!7Ug-PJ4J?H9Jr%OW+IhUK50k?m*^Iq=yPVcRz3 z<3=`!*ldAT>l}>e>tDIViPCnrlkns`De z23U5O0h(r6`Nf`I8k)_qjaVmMm;vR!69pwIDob+v4&;c9)rvw!JP1A3M9snYllu*-e^A8V=6h=-KSRfCjrd0Ky4>Bw3KN(QZJb5ju+X1$;D1mK3M^QIt+6 zM7iIZyM|pBvV1j8Cl<9P&8;Djzt;ZI?eWMaY*v(3dfp)@4Jtb@iTTe&ou4_mWJ|Or z;4>|Sh3cK{CYkm?rYODz3?yqdI0-s(VvSGc=WDi4d2+~DLWEJfb}sl7ZAli zCOhRU@VZ*VtHHIGWCp9R7s6s&4zJ66#&(m$zhu?!@v^F#!1)%+{$$M-;h{(~koBN;9FfU(g0Xw-A*rY~Z^@$1?*8;}p4)AVX zvCoZb?E52#lHjGf$0c%%_&0WE@2mDrVrmjoc)Y%jC1Xp)5UCpC>%o9g$K7RJ8Ks}V zHl!M**nL-oq|)Ngs=m}Lw+je97x;?11wC^M02Q{-kIB6hl6tKJ@Y1twm0#hf$eQBw zW0@wAk(x&0+D)`xvbr$W4BJ&dage4lmezVB$L1*poYYE};fjq8e}PgJSC4RAjq>#h z&+(?>pGiJlmAxdp5rDYzq3|nPf;jMQ71|(+JF5;nQShCgz>azoP`Z0GLk5v8mjxo9 zn86}77zA&4CiEiGqs{Ydj5j?A6gBl4w@sDiD~`q zcGW3)oZ3f@V{75DkzHC)r6>}wOY5Db9qH;05p@wgZ6C^3J)VqhN82o6N&F;hu;-W} z!i;k0-VWX7#>BkH5+kaGIjv5WY(+$+{#KNB?v_k95+79we0vYYRCRmFRAfpeywE7m z`l7ma7?gu)}d|Ak36N zUJ<6&%h&O4qd(*)N9|VIn~{t$BhZViIXXmkEzHqpL#~8|wFd(6Eav zB3Ox6E#7A(3E$d5U7(-3!}hTdLxn^_5yO@1{adwI z?Zm5!V*w>)DvBA_LZ@K$#QszbbEy7ukN-~~QL3?ermfjcRj54^U-Ni>dO2w1Q3c22%BxJnEq3GP8(Os!3td9s-#NP6I9b09LIL);Z51?~?0V zV|v(Pk~Km+lC4u#lLv(y$LpyepX8=FFD|`aGo2P8FK5M0z(m4`1TLAZV-vW)uKHDa z3?_9P65;($oG$&lp;o; zEuZt|^P#2b5>$(?e=59!dPc$WI^dm#))b)qSm@jG1S#tTD!GKhFVv08hZLD(Sp@w5XDIz^b>Y5eXl^20Jr-K z;sY)E|C2`2pRv{;Pr-So!!F(gIBUCG9vN2S3$;wfyn`b@s)%VRBFre)W~M4DKoA*JG8R;oo)-nL43Og6~Uox>oC zloxT)hOssw$VOgp3kKGR3r_EmwTYF$fY~O^sSTi#HN(EUP28;;Ft&3HS!6yGDTqLX zMV$l6eoBLeRMp)NtMZWQpxac{&2v-EZN5p+Kl|6la~eH>>bPrkUde$>v19Ns?ZOa% zA+@Rdv;qd4!@KgO8lfebivYoAiL}?&;!WbINYyKvcmlh8f;!f_@)-coNnl(t#)XT* z3`eM~<5x#!`6wf#MTG<%SGIKu4F4gEA$rGBEQnF~sp_!aJGMTBA+YC_TFKIqP;8jR zDN+#I#n?4`xdZkRbH=8=8@fBD@<)+A(byw`f}@hW+;!(c@J;do8kqLZ;dl*khyVe5 zy$mRrt5^+WR#NR?qWZDc$<2mUEzg4r1&c(FU_ttt!Dxl47o@Q~jawH>=$(E)wv#j4 zEeP@F)tFai*&^Gbk}hZLcm}a7)oeHoGy8YZ0bc=NdD%69Fi2u|d9)l_7CL!h{4USY zZ;l0|Y6TrctPYTze5AP`;c|8j*sN_^0uF%q{|C={DP<0wC`KBlW;?H00r_)h(7c#X zth7n?H5Zr#@);m0TCHgwTn8EXa{R3H$a|N?x7g;ECMFk5Obf;WZvqdd5l*f#w3^{ZG z^k%i>T2*Ij!7;N{KrC(b$~4moH`#XZW`rWrC-nlXFqKi;SHd$%b9FGL)fg<|@`*9E zMk`YQu2n#-bBA;(nK;Nd;=yjje|<6!>@Xx_A6(Krq)kVQ@K+quP%_aBO4}-wN?_qy z8PK$;+jlb!08w?8hB-d^Td9?^Om$QiojOHR;1xpc$^)cbWY!`o!jrP9Am#(){$~U$ zMj#rkBJtPLQlU~nX*FKfkFZ`W-SI;L(^F5XRFHUum|iJ>YnPRza@3aYOipC6Qrc)` z_qJ7AP#jPrEIqD9`IQGG3}{>q_*3>=!k4?O0rR_w6Bo&#p5R1_(ec%|foUzE46j?- z!SDt`gFXQxBFcazkC!W(i6Zee(NrrzGe{uvS(}YA2tRuk9RY=}(5Fm>X(Fs2Z2Kw2 zlH^!|vO0VV==5viLKXj_TUfDjIDxTdTcviXi$JlVfHhyDwJu38kNmbdmo;h|@|);m zU0CIdj^%2@J-Of|Y$$_kaqk{<;I0d4;3siw0CXr^X|h^WI*J$n%jTDE3~hB)?`UF7 zC6p_|$?Zhd>@SwVk8T|Kx4xDDm26%& zPs=i!C>AC))f-#&DCeCZVqq?~0IsJjqzK-l#ykQ261=MxHCY(Q$kr=9A*@XYoO6fK zi!6*%Uh56pSki>|Hy6nv7jSK<-e%Du<0SFwZf+d#!1QK>A@}oKVxyiE)K5Syjge+b z0=*cZq2&d7ArU&&fcM>0tiN1p*Te1|F~k_vh`MN#DW(L2*hg>(fi{-pRErc7($^BD zt0+f@cK_5Qno58PE!MC`dli}?vh8U}x5Q$pVYwBV7zaUx1oc<&%HFXM+W;F7=<-E} zt_E&OeMj&Cb^Qui=h(bP88Xa5)I-}N1K#v!b=3(<+XO| z1Eh?RhoD(Jb%(_Me8~D+pJ@cUk}S|`qs*0aY{&w^Q=3qM*tq5!EJGM+7!kzL7T9U2 zi5nhqO@?b3q|ke$bfHfb&i?Dw36>aJ5U;-{LVox+5frMXMUMi$!8_fyLwlhDh654^ zG*+M4Au|euV6!6D2CWjd^B{Qlzl#1w5y<=+-qeO~J?dd00NmCkKA(vlx?2K?nvGQK zI2h>;Q(@fL2vV1$(hAcxJ?mHE@@l8mB@|^rh~PBtol20p70fIyHJiMdmA%+To}VrH z1z!Uk&qGD!VX!>=K&F_RbO$f-R>yH`6!0nZ2qY8lMU|u=`mhg6?_5?S)1(Tl(0TH8 z0;;xD{TZ!$Q7>SGD}Ql+GPLXkl7yBflykkF*st%^<`I0ti)hHFb)rboHYUHhnNo1j zg-OS(G>pg(DTIYxFhi0^Na;>i<<}O2w=@eih33bk^g}I0#7ZXYC5$0EJhdP(eoc0a zII4vzcXO!<9_mn3c75a~O{KFi8Tw>LM%D*2pg{JaN8}{|DNCxA;=6jlQcRPn6ZV6+ zBn|jrzRB!Xj+;S_SFP9L`Av+#B9Ug{QD!is6IJcpX#u!guvNR&QcKnf^<7t>9xIU6 z!x^q1-R|t9oz(XWWJKyepwgNO$WoeCq6L*OcR!p{SS{UBqitNJRbQKw3sBAM%OC~2 zca%_(1-!$w>?$3vkIcPlmyQ`Y!oucYC8>=KSOr$!twT&ZOMW>aESyJ}j{hXT6tR8l zgFaocv*$UpAGAr07n8Qr&}dy?*q;rP?>zzp9f1fbfb-7f5I}L@#)6LzT9UuC882`r z{B^}oZqYmt&CVAo2}40Afb^J#2^}KX4J#yjb{`+ahJC7Dnc4!lR#{2TKrE|WJfk=M zkQ&u&GXNkIl=QPO$lR2x@|sr_9nzzLpjS7Ege8pw^m%~<0yPiGJ z4#u1%Y-Dvx!m_>%-U^~gFVRu8i(2mlW=NBqtozvJ!T||aOnNzETNSK;9?iY2$}TCV zH&|dCB==6eu7LEPt}JjVq>&(8xvWV$$_QFr(}Cz=GD=>{wG%PxNx4r!lz&LW_D?Mp zq101t7ro2&ArfFo>?^n@)@THCr)W_u@Zut=B&eu}Cf-54U*b?+0u<(DM$j|nE5om) zgA;{!nq%k7)XP>?S5E*!N|?^NJizTTL+?R`ZRyl4IV74u!SyGYzA8Y2N_wV6ebN*BZ_D-}hM~6i6S0>OtwilZVQ-~i{4TOwYS!%8I#rrpY z`qQ*B43)4qIG2e%(IiT;6vj0_4(<#EJ#GQD9|bWDwd+XMBqdW#^0C_kBeZ%>9S&o) zseJiGF~za<7%jmv{co2>Z!fMwS(dmKHCj&6Gh7#o7}Od&0xTmr zS!nu*?FoARR%bxx2BuZ@_RwhrIa~W4K-L6RL}dJ`9UgXw(4k{nB@oz$WjiO`0@I~X zom>xrcdtlSkHc#FVV$eiYZ`Y!MtMffP_c%pdyYSR6dSoN$c&o{4+u2ds25y2N-hIJ z$i~mg30W*x?iNDz6y;fgn>uTaOfNjU;0USUA1xv7Er-Y;1!h%g?h~u4_Z(`~O{Ww) z^8?8LRw#>)o@eJAym!Jtj`wE zMcPEehtWg;wTRMT44M$Lc3|Nh7p1s&<)qYZQK+k15!@&^V0-vu{YAqLkl4V}iXTr3 zahV5_iNI+Wsls2Pr*i(wd17V|v#eN!*T7_()D8F<$iN!!$~egbBT>fTdaL|Iz48N9-RZm2ZX8Jlqd z5~D(4ErgafyO_tnn)GvGgxt5t6aj13UhNpkytTVb>YcU6FAo! zR&4g99)aL3VJ4X99KtG@1&M}dc(7(ot0OgrXC2VthHxD(8HRzk3*N6XZ(u7dSd<7* zf9X<<0hE-_p;qSdHcUelut`)4PJ+M~EgBSeVU2Zcv96UkxGP)8ErOLDL7J}|o~jt- zYnak05DzP|EV2ON`&QVYdLYg6tK`MHn$*^F#f6jX?}(LrwwhCvdWE&o$Qfw0t%}on zoT_Kjw|6;15fuf9{~!ivOC-bCNM%m3!d{vOb%^S}*gP!@1lpB%+PsyAqhdFw)DG&i zPJ*kR0`UVmtFDuhgh6{os-0MI<#_SOtgXKL{X7PzV&7wSOcHd3Ft%Flv;fw9FQMOSOHHijO5F`8`EJ1L1W z8huvK(DHrsDCxtI-T_0H0t|@m3TE5qLsm9H z=k^y zSvI?^fZAA3_MxQXCg*O@)9%1AC)Cq`XR=6NBmJKv{SG1kCE0Q(<;oo(!u}FzZJ5P4 zAz~yMVRl;*m(|oMBT2*hnm@s{=UAXiJOOIW$V?suRRM?SR1(D8E`U&Sv*S&3=6zwx zhER@S5muYGEPvchI6%2m!-RUxKy@#$Sg0i{Ttj4`@RmI!cG^aGsW97^Rf|09gF#); zZ689%uaZ(8->q?Mh+YLG^Dfm*#8pCo6pHc%$T(8C8{JlVVv26OASE$!NnH1ud`p_b z!K38>+EE1vkQM76*@q9Yru?{oBoRn$;?y%0mSy|1t_dY?%7=*388vfv_?M$AK%!@? zY15xOS2Sw9BUU5gc1u78btGoS{I;A0RPw3DvcoaqC>kUguIkRU|E(zIAq5GpAOzeJ z=MY2Nu4_zyQ!4ie!8AW&D(NQVxdy6MaI;*2rbiG3RwI-At-3_%NVv1m9oR|)zyxEs za-Rg?0yE2B$JP;0QkbB%rVEb>eT%jrfSfaAttDIRit;wq!Km1Q$70qi$(1^f0H#Kg zf0d8Wfo%W|DU421OCbl0AqdZ?I=4p&Mi++DQ`MJ9%Afef-s zsBX?2+8KaaeDZS-up2zW7V`FjUi3&_3SMgg68K7m9eNRBN-g5LN0hS&6DI(+GfDHq zSLiBs)d*9}-dHW99nv13jl37o2`nkyxfJ_doDW)$cKiV2iz z-+U@_x?9I%k|%o=+I4*-eEkaJ27pv)HxPo|#$6+j+v1oRo(f~)2$9O=kw(&S0f;;n zzt(Ow7X8uz9tBcodpxB+?@R_0$;xFab-)ayuX2DsY4hXS?q#ieZj}mr?&-%6891O) zUP>%(&1y#yJE7_n*%B_JfMOk86;f=vj5lW&0suh=2<^?V3rFd>dJghXYjIFqy1(&4 z+;zg<{R?o`>=xXwQKz*g5h9fO8X#IuSM%7l7Pjf2U`6B{6nn{4R#U}hHT8+~&B@}U z;;e)vS0z+8+=^gBMc2A7pj$n5cXKI7P^DfIxS(zmD);zBcyyg@Bw)JrPsO(|=_TK@ z3C#g!xMAbttuAj@uM6yexee?6CV(poJb|uq#ZCm5l=ej3DTFJBdHrA*p2B**w$z#h z7hsYRDpq&J6{528wI&a(I)BR_S)HU@ZB7l8iOEoST#1$P?li8dK#662m9|C{7J_nV zC7)u&iY$b^A1NVY<(>2_o_s}o;8ZEan_RQcYU2p&dMt&q=(9g=s}q3pjulWS;jh0V zNG{ldS!Fu*%65Imq(m!BG4|^gqfQXgQEL7DOh%6g@kGLR*FpS&UPP+BqP?8S>h%$9 ztd?x5G0d(OWv8fN*L_$)(}ByzA4W!X3?2aq)1#mg0bGHIWZDdG6MbbhsM4Cb&dEu& z4M#7F6VqMk5Lt|}zZ)NfsBpU;WD`S6<3_ZiRx(c86zM_>_`*Gs)h>7tMA15({$Ce> zX+Q&p-W7^o!7nSB;M(YCtTp+w-kS`#nq{Xg=LYRzTih=7d!TBDo_ax0RJw}MSEl1QV5JbvN zUoZnOA8?3-mRc)=Q?8cGD2s&!{58rk7PMWUMcQ z?hsHoF?{)3BTJk?X%!oM*T^~mJ?l|}=xMz^u*J*(jy+~Usg?*uDd4F@G-xbM4EMJj z#AbDT7#K>(&Z`xQB@Y!Cq{$Q|q)QFSoo7(Q7;l$hun>7lhy7<-WB_pgBSJ|!jZxnk|24!uPI@IyF9dDfv2;9f0%9P#7YQN{}45D@v_p~w&^1nTb6zZnJz`&_T)e~_eLzjzSKqG)DM5aAov1Sqr zD$cqIw8mx~M8>T^p3!6lSdv3+z19$INDg$ZC|3YJ+uOmTu}25UgQ;ln>fI&0RKg%t zU}=}7g+7K~rX-CF7Ai`pi}+r<_PPzgkZv}%ob)H#loh1@$r7(`pVd~32I9o3I8ojP zr20W=5D+^1C^OfpM9e896i^dfP!XT9Hl*;IwXfKar%yp!n#}4x8lAn&?Cg`*Ih$)= zUA#Q7NzqkvDnr3BJ#}eBu}ju)$P-zJbfQuYVjNJfNk>1tT1~*HLByb3SEtw@nPU43cW-bV@@av3?9fEx)4_ykZW4%puO6=9v}ATt)L;qK%j!Rg7m zM9@OU*wDUWM^&s&hkFl~;qpt`%OM@q&BfPPpg@Em{_RMLgEdXtLCrz@YO`t1Bg+rWgB?qo%_( zl|Z=+<5sNGOftc7NAh{XFK2)V9Mi?Iz_tZK><&q}jF!KH5;9B<20b|YT&8ti?o#x? z6`=RC6*e8!C+rK@5?8eg(tyDXlvF~LChv&x$Tq_dx8U!(Qx3C z6qQp_tn8K0Ov+NunOg4bpf{xu7=@htyBk%kjeFs*LfXh@r> zng_vnof-RgDFlr*FnZU%!U;jBI1?8K78pY=10%j*dR^CUY9XXiMYyPVq}}Zm1JX2} zbnq!AY@_?~Q(7r&sx$_jv?whTn4KCaG>%O*Yx%gtF`902F{#n1j4jl8w?u!;(_oP4 zKbZcHUU8B%$0pjdSqGhfP~L&X;6y?XNb8FUj?{#t^BcY@0HXZ*cdTCuPMNZE3sb+^ zTZ!ro2sWq}&biA~Hn%XX!^weE=KwOm8`a*1bNMt zkSp;i&V)e>sDP`N!qIC5CH%>Sk8ep7GN(Md)o-xMYJV$MKDKQcROl;;5GZNP*M+r z6LIJmMb29^(PxJ=La=?*)?Ia>SL0SVETalAE>delYPL5mYVYP-Sh*!70}RhS_H$h< zs!p5<@=kOQJ7uOU6jwm^b@ig6y4Gx=8{TxC&A?s0Lqz+|=b%~ebvefTcy$EL_Q|U7 zCHJUJ)UEz4=f;Sa;j1vuW}+4GfY;r5GP5k~kl$U9YQ6T!^w39u;ip3M450^Y;nz2H~vm0O(Zh z(thzHT>-qb8b8b2I4w%P8>jm0Wj$4i%Ql%`*S<`5mbC3va`*;pt134R`k(>?3rTNh z`G_i#V(b23X;18-vqaFt;(H=d6A)Gi{`W&Xh(I*>thDPR0i9F;xSA|yXD9;yYghoW z!Vn6B?b;k&VhlCAyr{!yB_?daSl8h}fn-IINDK2oTe-rvS5jl$mUHutaSbDIV=;*ME5Hc>x_&R8R(fmKGet_J1ENK}<;yM0;f%RPHy-F& zF8a2!Vns`?mVFY60q0~^R^%uWMTA%Fqq7K5(UpMUrl^M*kV0_Oddfa`0P0iHqrKaY z=$9AZqceNXQY)Z3cwK?9sn$OR01g-A@{+f@EOxYu`ZR5xTi9GJr#rLeZlG?fGF6KC zj5oMT0ES%o-;95v3Ul|1HLIB{4v6u!1V+QqL_{>q&2j$ z9NI&eE-wAjAGb!bT0Eh?+f6jeq50<~o8h-GX~cwNFv2R|3*=K_F@;3s1IQ!G|MG6#`aE1+@s zTtP+fV3LxxaiVu^3^9q7Qw&xKeuM~_sgyhJ(FLLv*q*pP5llFCqGEmx&(4BGNriE3 zK^SW>JrW?51@eZm0emHZgk{C*8zzwXIEXUCUg-3qAq%FG$#$hg-H< z#|Q}&L9+G;XJu6LAdX$!6`-_{`Q`Sz*Fb-wM9ffMYexab09;a|dia%o=2|Spza^1i zP|4Mo#jps~dXm{G`u)Lj_p zYMs!SAgXo4s1T~#oMTSTM3S7}avJ>3nEjll z&)7z4k*}S*hu1pjP``@UbEp=m01FV#tvBA3yC z(H)z^VQkm*;AaP))h$yCA*<|bAJ>cmi2=3;1P*N$H`WT$7ZlYTDH>~Rv}7xz2D)uz ziGD)GI($rrc8lOL#)=_02QYNs*qyMKtF+E}KDZJW9G~tM`ob0Qm*qsI49tZP2+Wkm zTqqe55mPIWrDn@HmHg)o|EXE*oo>dM9HCjC-`B=sK5<@SWcps*`G@93+*aRQfP<2g zdQ9b2-@#`*mM$eBUx6C0(<*q-nLcZYz^X@K-PKFq03bBMxt-mOC_s=1LUIsyx1yjK zk(2Ne;OFvGDPFV@&Tlm+TC=k>x1#H%kPaYtaVHq>$0IDITcGu{?!-xW)-wZX20B^J z?iMF?>fP)}Tu)mqA~VwfJ6cy()f|vmwt9yQn6@ry86_dwtb!L(RGhMK)FtL>rvPIw zZm%_&!95<}05BqI?56VqeA% zP*g!Ghsq(6uE`2LkZ!CDF-WTdslOA3k#&s@@?tcALZI&Gl>P&;Y)~6+!bD1woph`0 zp<8DXZ5Jq9F%Uc(h=vpbc!8bJT`#HP1ssHkLmcU2SsKWe6+Pgf`UK#h>BOVl+sHhI zc)0}}(FVOEWdtGmXtFHp8iQfj#Qxbkv0HUT5Tu;#Z`og=f$vy>vA5TV7|M21#f62KNp zp!2kJAc!Xj^ISG8PDOOMX6gkn|LV*XM(iJ^o?U9nkT<=O6f$I8F1n11&p851YGI8}8*GQ5l}laaPyq6u@Q`pIMo{e@X^(kJ_tX;6i*- zYqew%fAXZ7sm6}4B5sjyv;BO7XvM2ckn`)Aj8wGQph7B4NmmQA44&#bu(2(prBB`e9GDN7^^vW&q&6Be8 zYDF@TebIhvi~(EA%HtcIA^a)jFLT9ZFIC~7c9D$VHXVa@cx!ff`+9A$A$;s^f;4Nx zqJvi{?7ApREy0E1K!JoVlWf)q0F*5sF?P{4kpiv+@L^_LBRxqhcKAu~h?*)tOm3Hr z%!jN`U=uRuf8T)Oat7~oY+^n17YEl5g$$+_d$n}spl#$yI43mdL7|0b$FQBW>eGxp zW0)Knn?eq7Shv7FOktCq-_bk;8$_t2i}Q2nruQ5CU8&EZP0!i%A<~roqjTI(4r`%v zli=+gIF8~ZFY$Z=*gIkYqCvj7Om2b}m_SEeH!yV+ZP$3jvWpM~1OiZkR$bQ)ikLni zef5Yx&*_DSd_Oizuk_;%w7S?=hy|yO3s^5>6;QEZ2M74EjRKgo5+_?&Hmr2^2Cl8D z8$1eo|FBZMf}ZRK3F)z8t+hOGi$G9E^12$babg9K+Q})Y*<8@fmODwvm)j_$FmRNC z?`EJ5*w~NN%94Wz@0*Pu(-#qu=96v%a`KgaQiDe(u>c~$u#iW-(>j!`6uu@*XXJQ@ z(s9S^`u26z4BgEJ)MsSWA}EkrHibPn+$!me1t81<7;@ z3`*E6lq)Uk_FlCN!6`J!K|rKk!YjZa^=ihG8%@rD7F{GVY~vQDTpc%BW|Pa)%A)#0 za>1iY*lx2ii0HrOE5GjW4g3T3EgC5j>&qZhZvXYNOKa#<+RkYe+ymKuG{_2MYFaZ> z+w?S<6p&1vWmQYGCY2lT?m(ks#bL3eRtpGNG3oD{5Kd))a9OzGL z2ZTawNmNoxVHKQ|!du&fSOV0H%LAR?iU&)RQUqRk!?4Z=MQdoDye_WANVQ2vJXWsr zQKYH$j4yI48BH%g6b6{D`^o)f%72u`sW{Ou1WWz45es)UtiI7=jh^Umg(HK%UUK8k zy5$L-wcpI$u|o8nmZr}1i~b*nMhvnz*~XHE zjSvCN-jalZq|s9bGF@~rU137lqm_CfX(NkFL#d|9ZvKsUp)!7;0U7SRrj_B7q>ALe z;-TPE!pR**8Ln2f@gJSF#4@M6rZR0g#I_m$ElKby{Z63t$QO-7<551BY>7LOh;PyZ ziy9F`yi{Z`Wv)%}RX0gnsd+B4%lhWk9A+71+ndr1lG#tW#%a8fHZT|4wE_}omplk% zn~X9ggiUn(QCsoK9AX-`sO9*j6Y`D;DzFM85wRE{MCvsFZSk`t6+Skqc9QivSz@Gv zt~&XO(raK$?RT6S=24LQ7Y5lrEt!AsNSdq%ed=o zAqXLZgv~2bEe~@^W0Z1xH)3pP@W?oP)LE+KRyejm5Nc|^N1iZvota9s^aHLy^u1&4 zZJ1;slaEt-B2}Rrw7H*4LKBvzCas%0=abc@CupPRJJsRhsx4;g^5f16VIZoZ9^umR zBW?j$bvJI*so&S#tez7D!k~sS*Xss zOs7EVK-wzQlI7m4W8xcJCw%x(dVYQMFPvAW;%Wx1V{J8Jt5THcgASMRVXgnl9{Q!3 zJ9$DcVu9~htv4Febs=eNPgcNI8a9+LYN#eg$RCb5`u75mOQbcUQRQ!iC1uoUtB;&x z)E3nyu=qm}->MT-Yvku$%ZFll9Owxz`Dc&*0}R<5iH;t43|<;aJ8tNV=CGXKEAt`# zOrBisw8dm09W#Bv27>AUk2qNgKL>8xsjNPS3!!8y7c=^EFE(F}BI+5K`aF-u1b zv5V9vH04VSiOGQ5{^~d^z?F=Ctt=33i%dP`4(O+m(AQjx&hQgmswW$t>QHK$P zvI&Zv#B^;(uI=!(O)yxO0c|v~IUd|aYWV?EC(ZC)%!7u-@i&UqSLi@HwFYS#d$Wl< zp>!v~M6Zb9AQnWim2S0D0cqQv-RqY)ite5aP;-3Cj~p(S4D(tT!Ghl!jHsJZE^_Kh z3)T~6m0~Pq`_udZq~_w5*cy*vhcvE##$fci>=!@q_q^=2&g(ikxW&uo+z6- zq%aaItSTTJV3Bx2pwj`4b8WCvu^#hGEn(xPelA-;8HOlTd{oVfxiz{N%z~j2O(~z} z4FlI34~A;CB>BG>F1NI^6; z8!Sk(#1RRU;tk-K*RkqWDXFMLE#o z6`P$|oy^J(T1JTmtMZvlS3_fi8fF_?=#X95yhaDLRR(nqRmBWe`%#;;T_QCpDYSXf zX=PcNx&wOGiSDF>i;dO#`-;4&GgD8X>3!vOcq>HdoU7x^%Up%5Mw~QS5F?*N0m#5q z+itQ&`c%3*Zrma{n@UrTbt+Q~111TqR4op?0x!{=@g+W_-pH)6&Qsls#P$9fPSt^G z*Y@vrAubi?QdB4j{+V)YDhQwx0~^a;hymhI#3>w=Rx+?|XFV;pG=FH<@eqlR`3~bM zR|5(`#|AB_hz1!o9{_#dahMoAYUxBXOLD9tx?XcVBScYO3`&YYncQT8%0{h0QIdRt zRu<C(0;Asw0vbJ3Ws({T>OZJ~YJJCmwY1oy`V>(e?UfL{@_}EGniR2hph|a(`odeNcbDS8dS$rUEyKRmYXj*JlARP) z2H>yltO>m4*_2RM>9!`}9iC`axW@Qxp&A;*>)6PascXMayht0=kcGvb{bk@X7ec0A zFI5*Ea7(}1!##naS`-UA1#=d`Rls8QCK?wx0aI%ZXPNx;wE_ScnPb3x>4Vk43XQPj z9jbCLE&d{7nf;`uZX$F>At2D|+dr|asJ{K3t)7-wF^YO`Tuzb9p`|Y06t@&ofsdWa zAe40jq02?ROlaC#c3DY`sgX~XTU<4sir2Xi}Nb^$l>;qWVTpXZ-c}O>H8p^ z^i9fkT0N5IeqtF~92?T19R0qh+AQleS(I+Zq zA4x~nBN`P2$7r7FP^C~mRqMTV^iWvENADtp>PhtJgpxD+RH{WPNOV4xFj7c`c-`DR zWHspm5{?`gp#@jwuma#*Vnm!JWb>=C7+tiJZDh__WD+oLuAP>scUG-(LopPS%I21| zCX&F6a}kOwx+8>6BF~J^@WgUD2j*3bJE9;r8pAmM|0mPS>zzF*KB*6qqM>sev`EF}% zi`6kiJSsU;N!M8|ZiHVsGh7yLtR6wu;uw*Z3!Af6OS^jM3eFlb5q7Gdul8-y^BTAb z0l?d)qP3NO>I78HR4MnM`b@t(vJPwq8Fd0ejXv1qhHqD+eK)dA+rk_|wKx;2rRMRQ z_p@5CFX#9mRv#FGnKrcb=vz#?xo!614=59+fm+@L*#0b6n+7H^lYgTvRLCWkGIfoX=!4cQ!5kdZm5F$SqY zq`*-`DUwg1%5qo>%|#KGny8bE66-X|?L@_-Z3SWstedUdHY4q_(6xMaCI)W=U&_#imrBqd=~$H~R<$4vQ`fz9VruRy8pN6v28OR6RuS zY`3O*Ax2|8kKkTvgUQ$Zs~Lu5>SQCd=4>jOR6>~(j&Y$w-s?zvJre`@Z#@>mSbhJ> zQbC7oL?9|U@gb8~12}j}mh+sPy%QT?YQ7_CZQr1xsWiKGU{CZ29C+LoeN`ZVM=`3F zZeVi;8Sh%sTQpjtR#Tq9J6o%atKnSy%awk|MZ7~LL%xL|8n)*>JAAbysodtejXe?(GqL2T_DCur)yt>A;6u#8~hVRyY9C6tZis z@s*$OD9kdNeUnIG{UeE?ygtem?s61uCH1G><0K5s3#opwTivp5X*v(>&OUgO+|T-C zLs1C2wcqLjFy=Bx+$sT8_29~Up~O*s7QROI5RaY?a zTIcZi-pCa;oN=GrEfqm3(AS9083~z=0{V|ul;kSDagDcdgp1v?b1oJ@h4nF7xA?Jv zO96Du&9Ewg3DsVbi(A49#x%R~mVV)aEsP+n1Aym=98I762L{(*S{YPh zLWEY+nofOLjUbEYpJOfAvE#^0z=_?2LP0@SsA;YAB-V8S_8~^hRcv?eAWDF9(Vf3m zLJ1ZcN8pWI@G#{l2>6Rd+$1f5E9kDDbo*gA6^YQKmhx&Hr5DM>45a(|a#kT_aX?;t zNs}w$RuYuj7>0;u(3oBn#^Zl=Rrvx*h-+^@IS|VDUp>v7C z6K2k?zG!bXhBeeSGm<09ump41XH)mLTVlcN#M|Rh@d7ilM1N$V`oUX}>Pv{h4j5#G zI>N^miK8l|@OI9uL6nEoyd4Q?-sU20(J8WCIN=opRMSFcR55Ilr8lGlZ`Fk+kVtBu zN@>RGjk6fiq~cFmj%<;~rNa7&b+&Mmn=oD*f1D>SuWn^mZqXfqfqF(pA|oJKQ5H2$ zqO9#nbpru2u?Pq81wJ7BD+ENJf?2((9wV}bz{C)I1Ga$+8eD;@7^8mFt*fF)vhf-j zq|Fm$B}OqaKP_p~swGl!A(vXJMU=?2nG&rF;+nbiVta@TnL2V4(r?-5ii+qY^%#N60mK%56cVHaZBgqz>!hQ0hd^$n<_UB?f;HVD!;u$zz0hlu z$o)yp7P5Um1dtzr*OfpndpJ3x#rF2CM7FvI>9wEG{K#-bV9pE$&m)$Y%Ihg&0gzo8 zPgBvVOzd7Sj?G56QrFj0lBU{9Hb23OG*Wc}l;`0cA9q?raU*?|E#-`DVqlmcM{1i; zE3Nsc#*rO3p!kuG1#>$+9erq_ZCy|+72i^5yp3@lQ_{|TV${*dZG9P znRW?;HMp2V*W(3GG&(`hkq-`RCcBhdDy^xXs~-gm&TOpQf1k&8X}uA!y~ZjKFJ6kzZr89o3exqr~CZdP-7jXp${i zjCp7?;cjtPp*}oZt`~~kRZC!E|Pp>O28PZfM~}eqMy@S#Jc8!)Fd7S>mULK z+(;U@c@4zM94SO@?#O2M$nNn4dnuu=pp_B5DN;>NdYL9cWd`2k*YIh1k&Oz9#5+ux zU4?R|02;-zWC@o9o%1f%?nsbTr~(Zwr!5SP*=By_D!h$%1r~9SGZ3B3({r^9gtMum zz5t^KBlYNvE@yQM&4w?Lhd_VozTD(7CM3e90lc8hr0+|s?2qS*u!y7z--3*RX%EZ| z{ntaXL<-2j8WNa!>778y8ChHG^mQJjqPK6MeRW)NfN0EWGRhB^fxz2YzlUyi0!rBg(0C%@C}W|QW5g5#iZimp!XRB5s_+-+5Z%CXM5I#EQOdYd1C~i820z)c zF&RK8^Q5sN5O$_(ES+){S94+!EuCO$8Fz?5)NQ+qk<_+qgk68{IGHqPt#kP9BqjA=2BE+R3*R!Wru83Mz8og&I1kRU*kfOvM~ zM8MVYj(=(&8M=K}CP7W=bOYE6;_XPBca5{ZF?LLI$* zIw|-|(_p4>^;@e=r<^QO492d#T)am`OpoU;O(z+Ue9Z)W+{?tgfpD>2RmWg0tm1%w zSYF6p>8C4_w-U4IOV3q8#c#R%gU4WmWU(>69BhPMY9A4ApK!3Lt*ad7UkPxAwA;T8 z9Uf+bxdaunj@(IgUKiWl3iyz&5t}rCK<}2BXk=WsE+jRHPNcN)Oiog)rd{flw(~6M zvxUu=l0GKQ{=xz8=4~=KSJx+Dvs`xuk#HeMhT|yC#|2=x?E}2S#LS;yg(!d1uR8@m znH2m|F6>-tTpnvz%w2eMi`SbFpdAgU95Z8Nn*R0wI)uH<8d(%mLhYR(6%@Uha46W_ zV_rO8UW!yE_AGIY-kkQ1zj*J+!5m*hFJ;|!%Kyzs=rESJr6z*SKF7D z58b&HySb8n#B$cI>RFxNE)9-J^r_$6QqR^!u)!TGD^w4%3l>?_To9?SB~|?_ZkQmq z9=%>JY=>mslooC}mWw98llom(ptIB3wj##UI*`ePG%&BqY}|`rlpOL@L@4B;f+_t! zU$~GI0bX+ST8W~TJO8Mh-+$=aLHvksHiruFWJe^rlj;PlU1)Non4TTfSAe2 z6fEdUyLu9%w1~B?&CoVU%_RX|yS13EpJSA0WhGPvL?+os$oTQ7!AM#^LWivCQp!TC zRz*1Gu>8qDf;jDn@0(&jO@(s`MlE7)l}Yzs|2%k>hGP3|wWn_M1tO(Mrj> zo<}L-5q74jJha;vY8zT=D&>m9j?M*$s`Bb(qLbL?AFq{JNjtNus`1*`&QkN~#!zAk zNjT_?L7@uN;xK;6%$@;rl7#dZianD>QbaWvys%5x#SWyPepso&qlhM45kPXw>QZhP1^fYUV?bJQd28znzgx4SQ9d}CK=wt8gwq3&I-wGBzsAlf0PbBfri?IcB=^ClsP-34&%v2w+PHah|BM2m4J%Q`# zCIGq7QuV;_aqC?bkAjLRG1|4nh)1Bb-r5e5q&1{XnD0=V(Ipw|E&9oPvT82Lb>mfwIK{hG~N}x z7_Gw{Aw_>?3c1bPg1dcbFfs)(TK>g+Sn6sP8UTGNlb|zXhz#yVITbpr*XyblxIm`p zpP4sW_EY7mn)-)5E;Ah6Xic?yTT-r>wJP_W6^S{>h8mz(igL7x)FqeP&H>0>Z>y#u zj(An35*u9$N!_%Ov$QQJ*+-wl`YjBRbDTAhobBwRW|gx}j-pS>Tf|qeXoHaSRs5Fa z4QUO+fED?SixiIAmP&n^5TdT=LK`rW`tVeuO?gsNQ%2searDy8iG`MC7fz`hzGDD?Z{akS_%`6qxOafa)ExNqsKYCZCQ1a-f-f>R~btnLh z97^uz%}Q!&yR8Br8> zl?oPRhJ-7!Bp#O#TY1^51Sy2*<#k+KO2GNe*+#x3!K&UDk~{-nDUAq8@R?42SJa|x z;(>>{r_O8e;1%xJA0SbRfESAqn=OJI(TM=W+W^H+9-EQXdY9d z3o;xe0DBp>>bw_nAl6t_leB#3h4qD&M>$-~X@MsUE{4`kqOO*Xmc@V~x)8W%S4Ywu zi%XWY5ECI-yM{%yi?C(t{v;3t7gADKSo%aqVwtz)*!SszPDIGw+(D<@3rbF6Y6|;O zcbZ&22Q-Xud_#tHyaTrpVp>NQ&DbImOLbo1&Q1tbm9Lp1TeQ+mxVNIcGd8M)?KQ@F ziUg$IM#*jhrUaC!n1ALI4Rz>{%)++98Hm(_yxh{+^ZUBQiYy!}IW+=SZs zt!R{VN}=LLWRVC`Ji@uW&Dsc7mQD#bGVAkr8z6~cU5oIQ`+aAMQ!d66wMx<|qcvtN zh05Rn$s|!0kUP4l=f{rKk*x}@1zW+pfPfFkM%b1h6ZCSO65MYobsrpX2upo_3Kb;> zs@j;fBnO{ujTpdly2xrJWf6JD+uc-5NZ+n1Ry$wyFQcJL6$_aR`WvaHXKjuOlGOlo za{XMmL;^1Z{2Pxbjwt!@%T74!c`=ORrLCc0WJ9rl zm$s||HnCaP7o~NK8C%sWlfRgEHX|w`m$W45G9CvbNF$)2zeba_dL8|ti^L=kk9?}1 z1qVT(o2=6<$SoSbOXz~Ai=bQ4h+LiMWr7bKjg}w*BGZ=IK#ijWRj^<$l3U$B0D8Ps zX(4fZcj@59+wGp2Ws(S!QZ49VCC(L!ChXfPe1_TLk`&TbM;73w=b|T}1MhVimH@~_ zgx~Qd0l&COj7UeVXBce}5LgSdv|$)EOo|?juVc_0ab{`@?uzI>v?#R6!}1L&H9#XNjRZI0*=()~pv5Y1pi zA+&YQ+9k5v72MGg_ax`i-kwU8P!Kg2#=PN(60SbcSGwqLuYr+m3C3}I8#$P+*6dT< zSoX}Fpi+RaK|)&eQE4U}+(eiXSgy{3-qj0xM#R-=gt&T4Go)}7wj#2g!zfC$O86=% ztO7@GwG&%)U*XHk`cyLJ^-TiW(om*o=U!Ey9NbfN2ogsivz!oY(!o>`N%k}|zq4O8 zOzoI?lJq0w`K?aSH3|R_HOX43-R&S~s<2~is=5%_mIxKHDk99edaz=ce-dS~QiY|L zZ2zB=5P*lu-^7h@#4%_b6>=YN)XxwDGxW|GL>t~FAJioh3k;1*XjsFrd0U@3sO5e8 z>z6~smZWcJB$f%XY$f^)YNboo3V=FfdD&XdWXW(Y6(6;|=ApJN<#d3szCwn3#Tu5C z9of@_yq%w!1HNt`-w4rl5rHeX^qZ ziVNjhA-A!sH|1v0g%<8oRLC1ZV%KGBQ>U1E4-0y~^7^+nMg^CoMGMGa9jr7JHkB$( z$wKM}mbxg>*wGae6hnF0jMgGDT$z{lf%c<^Fd%24VHf}qi7>UrNk%bm;{Yb_lQV5R zE?cPJ`B=(`8-}WEW*y0HSL0zB&1(s~c6H(}eAIqu<;_@!GZbFweUT=eyQTKF_1H(T z@<&YDb0~APeLTlU(hMjRjJ65tcS!IS4*<85Cy?%@ww$ek>ysBruzCwZ4DPGzx3OM- z#D!(#vO7mO+4ki#Kpia16Ky~-1uL`x$ucl}tvYNc)aylyxacjX$X%NFCmMkn~nkHo)>rU=4Y&k)X+Z!nv44nec@(L=|54XEx{mp_` zl5HgSA-NXOd)fr&B{{$6Iw4X@AaP{)#i98icaq1Wq6eNkO%~wY(XXE}5Y+}Bu?pk1 zQunB@eH;G9t^6MMJ4XNjmYV(&CxW8N_e|JsnU%E-04G}qyjuijkWW_VFGq-XQHa+z zv|JOK+nh$l7G^QHy|g8rpV|>d7*lNGa?HQARxUFVub3sXagYWB*MbZ(46kv5HnJCp zh0gcLBvlm>4*0igm9g7Zt(|N3@B*&H2T5DU&{sL0um`UMJF(R>5|0=al~TU8!5fB) z&4qnmhthihBheOzEqqm?^~h;eGurQ7LyOA9j^vBIv$a$O_^}81x^-AMIf|z$z;*?K zOb1iI?R8t@8Z@LR^8S+ql)tq>h0v!bj+c=`^x&1X2;%PgK&2Nq6$?s*B?jrDq9e$f zFT?M^)u~u?%zkVtMsGizUw{E8G60|z9YtZZO0$U9(v5fn&BVa*8|#3+iUNDmA?`ue zWS*cK>t|RqN4z+{%yhV_RoxV;wmK}@UG2oF#}#|F!&*jJtrABdy03H_F+ouhz!3+B znFU2|mMGNPZjf~fJD^ez$kkl}1k_P$gfZ?wH(z-z=74JJ%|gUd{gafhF+C^qh)mIk zt}8Ura?*`#r`)W=Evct!_azb_l3GMTy~A{EJJUm&65WjuD8(-QRZNN>_$gHle7MV0 zfGa7vV>uO$DA#Cxa?{vMvriafMF??0mZ(ufi;0HQhE%}HDr5sRLx)&ZAHiJ}>t$b+ zk`P5zLiVIz2XHEAty1*LCMCeWy!eM)c z`r(nB^|xD6&57*5ZviXv;!xE=XDBcD0%|0IB~?jQ=RKGlr_>)D86dP4DK>Yr6hbb%$nhr;hA z0+EuVfp|&FKsATFJ|mfGleRS@#*?3T%oNL|m5HqDr#L-zWUBV06)b zPzR?hgStdhAjxTM>s4g-u{i-00uAe~X3XvF6-e#rsI9ZEk9)78OjMb%A1jy|Ix%uB zXZ&!jBGN-A#?W9ae0m#kQdNtO7_!RW*nr=r2ncfjdKK+#n5qPXcZU%C%4~h4gLA=8 z!vGOWo|GK7EEAWv>V1NjmF$u+Yo)M)sl^(tNi2i4ptmkxz zyYKd!39V9;k`LQyL_&})Ujb|ahl@xaKZmbQ1kAL-D8!P&X5kWI5h3W(y8?5|=P?<+ zHUqb9j*yCK%H~X`t~L1fY(;}iY|QwvKC!wslv+o9H%nopy3ndvi=Md+t}RF47&0}ds7t?1CHdLvQVAlVH31n{Tg@3E?5A1 z>@gKWs!L^~a67u?&I<8dyeimT1fO*^3uxIiwd;oNXm_-d=;NC1^|e2{5HV(f>Z~G}ROr_GD$9pDZqrT&y!%xh#v=M8Q!&QLHMG5P zTkA4tpZ+kh*~v^vaXzlJaN0)(=75^*GVuj;xx?(s)R@>)VC9ZVX#vbUE=7>ZRJ|L; zPZT3BAOXv1dv!Huef_|jPubo*>paSk_yGu~ZK$EPqu3W04Fc|_0nFGf0z!t zp{?>DQ*v{kU?7{HB?TogbTL8hUGCr@BrlbKz?mDFwCRt@Ly1%!?0DNCOl%d{E<{5ckW(ZuemfrRw?!2-s|38+Fjc|?IbmhA-vo(DV4g?g zhjb0J7mOzDdSu&$|0Vf(aM#Z zxE+hs^z8MBu>%qKiiRESwI!l-smrR;z63#DOSI8o9f@f;d@-}Rii4cccoEVhO| z;%Lv+Sa>lv2^XgHr-#`38o+|7JDfWN&6t9rl;N3BBCqSsxaZ8(>;kvwvhH(6s~J0Ly)Two;Z~x68^@)X0tPWQ)ZK9D+gwt zganpGYKn~Uf%%cesF&A>K!xrHLzfs4#D}i>hl- zH~^5Eo|E+%LH3!0sGwW{NUZ|--#ZT>ER52_d>Vovk%=+t`*fA|0OeR;Kz%Z}j0>0m zgA3K{Ax;gM8r7{(>u#-WKDV-B>vEZ!E2i~<^Y1XURu2P6Z&-afkUnZ}p&shF2+csO z2{PUIpuIuGDJ4X|t)3N%)h{~z@OacC(BX+{O3=2K(&mPY%wGb}Px9mLu+ug%v$t!x zD>UrXbgq0RNescYEXA91qc$a9EL6c{&3tgj7u-heEXvprotIoAmST!MEA3!pz}TNK z)c#XPSiGy|d3}MNt73Zcry3C($IulG!)M2j+Lhs^p92c%5QK!dR&m2WG z(m{h_>G-Q6rXm=J@4$|?2Y9noERp}cOSLUlF&5*VXi~$joHkH7SgcXQU4LW{h5L&6p`2S$lBK=%cAgW10At zo(`@ib}wDtQ+3^tD<={**Nz&q7;B}fo8Lz&RH};wS!`B}59?%681rF=P9(`FRyQNs zF*meH&$dk$Pm`i#U>0PSOJ5?R;|#?iq_=!AkTQ3d_pJbCUbzOFi7Eb`r6Ge?u|pDl zDB*@w^8L}}96|k}+!^P?|oUky)bThb>zoYH~qmw(Ip(qH%4BPN{zY>wvl!3KU z`FKeO=co}BR5nQQC0n|+lBv?hLdTB8p!XA(DkuPA6!QUdEdgnF9rfw}?G|OjD5_hc zQ@9palxpoB9MAE6r~%y?IPI&vQ^VAcIU)wp`l{a1 zV{K84M&H(5s5(ghsL`2RaX|bA617B#CIgC6<9Mc125ru&Lp_DJfUzT<*ERE$1VjC` zJI^7n-Uc&u4lY8=y)4d87K>xqdYn>fX-{2VuBtPT=n$|J3D&5U%mB84_{a-9Rxis? z{g{~rPpckA&0DLDfU8M$Cdks9Rpd))?+Asko(kBOSOq{UszXY;RvlTY2*$z+ zDyc?C&pn;x5F;JbN$v1GkOL-ZC8L&5;HXg1oDdJLn2ngMfHi{9c1!TqAOR;h+CCdQ zVOzSj2)$C(18awI~>6g%30cPE1X<5Chvw8%j8@Cnc z%7pLXTQkUoA%`{bXGbpbFE50eNM>sij!C&lhF2E@D{1*0e%3k>luAex#q_mh42+M9 zx1vTe&d9R91i}uwa*;v~1|Tu&Dsy*_PD^zImot*hp9%qEAb*VwN$Rn?d@7bYbWTq+ zXXdH}iF&wbJsE3e8+6nu@iS@-J{ITIQhU&_EmXkOn2T_BGd9c$f*xGmjC37n~-Mn=;s`JefUV}@3tG3s8BtEy04wWFt zHY82eJslrHViK_QKF!agbt?6^AhZKAa0g<_;E0oO*o0IVvR!8@D$SxqbLTi=r!4Q~ zbW)phZHTmQ&WW|Z$+x(DNBq1Q!b^(vlH&sbp|WGFy5}2)*?D#_uT5$dy6x%kSU?td z>#ETtsk$a$NB*WP71k(a6##A-USE=||B0*yd@$q=UQCYb>L3i71|BtA=ENHI1PM;+ zIBdLOK;Oee;9F#vtHy*Ev)Mon8YqME1&1pxL<*4}@=^gA2%nMf@j`QYX!E3Hg0@;EE>);hxI{XN^z zBE6jJcRgLLkpA}M>dnsylLL+0axmnSm?rs@`|NugDC@Hb(^ z53>jYiCmW`qV`v0 zOJR5wb%mdhOE>`L(i`%Of2yWasYQj@bQjUbtAk(>XeNpMJ9{Xk4O`R2YTV-~ucoew zQwj6ZB;e-3>Wov4-fkvo0Hn-=(OsNElr6`*Aj*b!!&aClZulq=8eHbs$mLAZ221_d zZgm<&4=bTe`V5#fg|*>V1|K2uH>^@@)k4drHQxlB%M75#->oS6`Wtuj-jd+YG@AFWJEIDB)B}(p= zls*Z_`sGv)Ac0EfTA6s&mlT(`jHYO@u)otz)Zr$jK;agAQU)As7{3}`0Kw{rp`#ZG zT^W`hVJB2m(}AViDJyHVk(spD!wjM3NJ53bPH+$vn|6vsK*z)WI^~uCVl#@Q&b*Oo z-t~{N4LV&I35lFqA4R=(f+wgn9Zf6kT|_g?sIZbACz6ZsiXSA`mhX}@v5QNr4gMyI zePtp9F~S9nFoE#oWMJnh#zt1=D>|(Goe`_`z}n)N>b(Ai)U2D8ha}j#3c3L(1@0lSH zYU|%t1X{E*P^|GvXr=nxXRRXd;}Dha0L8n@OQ)Lwlc$J4^w^&rS{|+6T@qb{qHjEfj0JICoG>+9drUSEDnT1r zwvqQajVZSui*K=ra!d@r-e!K5FM&+W263LF9z6nk@y||d@Kh>Ce1i1>U-2#f6l7$> z0uRfmAK34bJW#6`a3ER1;Zo9-1Eo~+o)+W^ z-k#2Z@PFDzmt&N=aNDV!LO7)%Vc4_nL`36|wESuq6b5ak*r_&7vwAVKUzRD#mTS?-FT^5AUW* zNi9Fu-LwbSG$8;;gdCJKg6ry$+JIaDh}oYvF+Pz7OOi5RUV*8yw7 z=BC2<)Z26rj~1-zmS%1*)?LbSnWY9prm_}HfeG_!1ZT-c8dt#xBN&`U==_f05k@^G z9oDa-xji-U9OOe6qCwsphE_|+upAG1e+~C?AU$8h&XwAkZAq97x8`$bxa}<9ut~Ca z$$bePrfQMR$1x_xrcbQp*tGh!h(}elYyznKgE@wn<2+{7T$yCbY1N_8{Fkd%@YyS6gd?FEY)h5I=f;rL26XDy-7N6VG~I0 zCrk56fmz)L>;R1*U0_ju;MT&WaXcc8R1vZDfyUbj3rS&>w7Vp2xt|!9?CJ^hoIH!( zguMV|sCl2yuov?x)K@MDLOEx=uqxg_;sM)$)uPfs1$bl=!M(Am6K-&l)Ivv<#qfYb%zDibU(RY(PVx{HffVLi z&!=|S&g7PHlr8LrnaQTofAPU5$VdB2!pzq6r++&vOaJ0&;On>v+_r~z%pz$=wnq8% zU)#95@;ePUveD;gXcU)g42_s@Fp1~3iGYWTCh+;gShN|5%?A7#> z5GZ>@I*mfB=+|Nu+{!7L8un^qQ@Ofw*Tf-~Re+JJc`R)jKp0nN^do7rssx>(G=ggF z5=KB2RtkHM*Xas;R;wQf7DZ@2Y@~ICc7Iv}#bB5!BFl?-Dym_T&T`|G2lYKFg5@nP z8-oe!1RT;Ud3enKg*Q3`0gmqTqCz&&SZB9dHpW{+GMzNVg5kp$aHgP#UrzCwissmq zdE{zQCxno)r3_`|aMFO}Bm$JXVS4$dgUGwkj1RKPO2xv~DR? z!8vVAUJ{RyZG(x3HX=s`!nZq20fDxGgdD5QbWtQ7jexFLlc+;!^?D)nwr&@E72x>!~7gnxx&9oT5J z9vdTinqi^(HQgCPn0a&k)W|~i!|s;NO{7(ekKPzYNNYW%3yc)AF*AI1o(wT69vQkS zBa}l!JtfReDpkCuE($z)e?kxw&KY1`RyKKe>La#}QYnw%27MaANrD2lZIQNcMVg)fsji7v`AdWld>f>9$Q!^% zoGpUmJW&U&{>}2t?cIECEwvkD0D)P{8g`cLN(gm&^?S+XEy~=)oqSkVq(&UZt7wW6 z{qL|^w-(hvJS;FtViRjfr)r5h+Xs8Di9NY{8j)3NZ36*T6k4r=6B56;qefETkcd|{ zFb0TPhm@~I@5qJ!uK6Scyof_|3ytp{6+kiC(H|gLq*CzHV}J${y$k!-B_-HU#peTh z!4GB3p>3hW=b>hIdFjU+TAWJ2m!tAo9(`#BybVqt$w8i zHG!vV1w}J0w8Fp{8s=X2HNgb#T%$tOI+z+D^4r5D1w4J3-X@lDQJl+uF~+}OSP%*jTO~?}Nkg+>MPo(>F8By{U|>q^YJzpCO` zP6$A9?olWbuo^LSeLiO;g*VjU4S^o+tEGsMiW(_#23W7k3uKc|+TaTTg(TC93v%%d zm$VIXSACt}+7?eRs0MJ{DZ)P-GTLYzPwcuh%{8q}f!3Z0} zF=xPayHiHkG$S0juR2RnlC*({*2Zxxp{fZ<(uS;ryy_k-@)-crL2(&4Q$~AKf+U0k zx?)MhVa0hzYXAPF$!UhME?p^q?)9n?X{0iYT?|y}GA{YWd2)pdiM6s{?HJ7Mf)vy? zJK4!~v7Q%r>ykJD7Oe1;$n#cvu+ZtL(mqep!}T@H56Y<+YwzqJ$Cg^yK9wmFrZL%< zAs7Y#+PpF@P?-t2Zk1i&FSwV(z{I2nedLf{Tw`Ms?!;qr22u?bK!jWwyUm+*Q7yJ} zP7p6ch)XLHU6vqjS?stj-bftaDQwn@>@;*>Moox_uS7Lf+P>J~SNhUTf^bEEh81j? zvgne_MZU_=I~xfA1t)n+9nm5!G#v39QenAeXGNR{DiTWfmLV_58tx$lt_M{MEHg-@ zw92djy$P04sw8J<+`_P^O_3_%iyumadFr~E!0=U(1SiXZ3(O^0HA7r9(rJIwJynA) zrqmMWyg_hLUG?&4C4zz>y-v)*iklFvG+Q&(T3acZ#}(StLjHPEWue@mT@!cqSZc#Q zj|6I<)e?x5++go^TQ)S9kU?e+P%2q}tXVynuChE5>1Cf{kTxKM8o9)14F9c3w+Pp= zBuOYv28K7!)zW2o(Nesf2xaUTcqrK5M3?TC%9992~mAhY~V1EVNt5U_nr`|B(Z8pf}lf6t8j|um5JHP+(}c>VNE&4o#rZ# z%4pZjsIV4&YfaH7Zi3n(%^KV^>Kl-1FSb!$=@rH@u~m{9;;8vxx%DoDJs#+73RAVH zZ;i8MBiFWmq+^O=4z8M&;8aXdaETy$)6sk^L3TpWLJ%|XCi`}_AgaL=5(wljr>24U zvwm|N&k8wNi1U1IZ7WjEVKV6m0ICpox@eimEWf1YJnXhQVu%oWh%` zE}KAa2Xm6YKv3$QuP$=sMFFA^hu^Er>XlYyxvhe%86^{iauqy9IYmXHQ@-`w=*OEj zkBKk3+Cq-Z(SfBan7qI4QilosT*a^*b2EUKszO->$;x+KVLq#*kkL>{10h#TF}TFQ z(@KpFgNY1@Pact9>sYLF!$>R3u?j2+y?Qh=eY%mP<_ME%_cNWCuSP=Z@SxyZ*&?~5 zLUe&(4<1Mr|K27^TNoH?P@MD^tKvNJ?<{mw<5(*@C5tQtSWOtkGa?;bX}Vk39ZpS% z=CK8jmdNcwyPp0^qw3c(4tA6YXS^3zQL)@SbJ}fPE=TfHC4PwWI^`EFXU)Lo#P z3E;*B3Xt}$P#jQg)iZ566m{ET#PW5+-OpBB_1-W0gMYQ10 zg4igno-d0~FBY_8O3uV$JcCu@y+eB+4Ussx1;p|=TFbl~p@6@W1vNA(qSFN@)$szY z2%e}?II$R7O5O{vHj1;4w1PlT65CQnT?$REKre#5yF@`}nxt4@3CpR@iXsIJ;FaL2 zGIXrlB1ru094$f!sCV}Gj3Do<;OBx~;SVhuiS>pVC#%O^D|5QIR1g-lBn+Esv{ z>Y}cg3~aEfnkT>xFJ4@AMA|<^pSIctL@t^5qh8z+fm0n^&9zcg*+gw^PM3n~!@;;7 z0&mSqWl_+zQPNJeyNiuvg^d#>jr`LL5M6ws^%Ykboc}uPRZv25xWR*nmwD?a?3V`N z(MsU@a(yzpaSW4I$=8@@C>C^yJA;UYh^(C&iy-G2>-eYn)Tt_NYV?>;JwPxP5=>D= zwRBhY;;!vD*U%{Wds4C~jZl>p#;H`~lpH2t3x+lhWcUWw-CWzE{=!ILO;JVH#N&Kc z+CeW~gUh#wtE(g*a)wR33f%_j&H))`#s_+EA-iiLZJXB2%n^~vHSV8*7+zfIz%+b+?C5W~;DwL6k3rJCc=pP8fBt69lg1xg_ zLUhul;*%By7xE^(wGa5{vdFby1fj*X=@^4e*}Ok67qtlv{g-gwD%=fU)=kAT{ZoGc*Eu}5tcz7g(mUCXac%9Y(FZYHK!9iK9)95e02EL5aE0YI)iC=php$^qDA zz~?JZ&$eGzlDw z1spf^4xA5D3Kxe18K-H;ex7VL+B~$ICz6{T=fqyrAf7MRT+6!811t#Wq|RKj1*2dk z9HQDJN3P3;DlNdGKv&f{pb@rpe

pjym#s4%S-0SswIU7YJ4v4DFLG8*~HqS zGjw|q zHruPZQkq;PY?vTeF>@vw3UE4m>uaG9{ z#p{oZ;Oc-7k~PmECv=$ZAX7JnU%<})U=y-U+N7V2YD6zGQ5y;FV&LtL=@o`_W_)q%&bqi&NlX)ev4 z*_A@IGEr8e0O@s@zlJ9fqpZ9{{0z@{Cjxx*D#ZzqH#Uujf zp0ttbP;FZ*A|fD&0?r`xqu13ULruIcj z4<+ZhoC%}_{`NWHHll(IQ2Tj-+=EDv}jmDV-zi)=u!F*yVT0r)3Bu zfh{yl5Jw)Gf{kni19c?nlJ1e7P_%-`Q=%?WVpI&ZGk<y>Z?D)>hsJRNf%v=-C?vJvf zw$#wmj{5f0l8{|O4_U^o)eYnM9Y8-#%N%!?wqfFyTTP)fTb@Ms^$2*Qk&+-NljzYD zd|d>UZ<|@$zhU%lqwB#>jIt$J1;M`1Xrh$sQmoTnJtYEdf^}L9##8F`*MMUiVq(I| zc(ThY=t^+v#=0ku?7)(J?7E^T^^g}OCcwFkUVPkSOn}+7U<`H;lK!fzIu?P&Z}9@M zo(qvD{|*hnqlBkjP2-SX2`er-f+ISze{>v|WU5y~*%6ELZT^NB_kuI`W%~KUA zFj5n!YSfh~$?6^HBN^H+6O8G2TF8S*OfS=WxmA?3hmh2mg{!Bc2E)jtHJ$oYDZa?6 zZ97(0)LFPwd3DK!iYz3LPjKqSvMll^PquO-!F&lo-ku1c7t`2!hh*?0)v`&o5Mg#z zj6lMJY=)u%X?Q^==Gdmbn2ne?8Vl2RGC&g7tYu`Dpvp+;6F7+t;K$IKdQX!Q>#2o! zv|d9IV+KUC@vL{S6N9lnT_W)xpH&f-zPA&$p=58lp>0lC{2i}}D2Z8ZE{^=CUu=REd1(g*+ zjI@Q@MVyzBZW1F&;{OJ8MX*7EWQAIARIkVWxOAMRbHxBmf*RBD^$xFR24C!2z(@<7 z6-XM@(3ev+5wV+z$MLj?HM5L2OogXwYuKtV%)TjzRkCXZg)e)`Po&I_0{Cwb<-gom zZ;y%8$naW~PtVjm}xx=)AQp9VT;zlL;jkcluT4halW zaXgCW=o>IZDB=e%O=4Ab3n-WqfuLz={1a3WZIED+D+Twd!#02=F;bmu^iV+{gkHBSN@(;Rcc#uqicSlIaoXl*5(F_5R4m;Uh&;|CHo)?I)>ILr50k z3Nd+$cP1f^>6>_l?Xdg`*j?#6V)J)W#HY?dYa2 zP@i>K){+U!s}ymdNBA=P)T3zszRwYDp)yt#Z=3JD)Vs<>X@4&>iBdg!fO?!o8Op0U zwQfs#3~Y}iAyYt;?!~5TV<0M^enf#;QgaG?wYyX^U3;5ge#kF^O#GnXJ!g&rP3+k* z8w0a1>&s%2i)v;wSXNW?m*W;eHEXR2!^?lK`l1z(3<#1^WxztCQ#Yv}q_M0ZqFO(} zmIfXiEsZsGL~GusEUNS^4YJz$YLe|)k{R-n_Ybn&A3x!xxczDc16~O497fGNplF?xYJiF)003O1_;*PTLbS}zUco{m|w-i9g9qHCB zX3V;1F$bwNQo_!v#>P zk0FBThgBSqNgJ}WbPYJYoi?+M_7WiN8XgD~y^DoP$WAWc#ejfh;a?xQ=U{?IL6L9U zE^8e&8)zc~mJS#eIA?7BXXB<=ZGk7?82--l^sUiNS_o8JRf6!W)C*{NNAxjU@ySKm zqP$XxVK9Dj3+Hl&Vh}}N`aw?;ueB?~_N$HLC2UtvV1|at%BccEoCQI|^ptsEP>Ywj zx3AcqyI7T!!1_h6-bh)Edx)B19sp#7OejsSI%QD<6s&d7dYPFL6`qj*$+fJbLyN*K z&1%viNo5%@bz`X}*UE&KIguq6)D)2|tzV@FNgdv1cl2EmsUnHM7EXr7mF=7e;e3;N zC9wpVS8T1~32%;!QI8(#E=JmjF0gtul1ziP+UcuMfO6-a;f2~X?`NZYfLymU~ zJ=4$D<6{z6q<8f)Tf`>!=>kO8b|VTRTsFl@h>l5%b948UI4VvxU+S|RnTqZdSc&&G z>%|2OCcLb6b50a7hCKqh=R(ZBiEp@(bJu_2Yi9E$m{qwfwIMvsfz((MY?=oY<{>vSOkufuRQ6tL-W*&4-HBCGeRyz;9EX z1*=gjt*J%wz71)hVTcezM3d3p4r~)^B(3yQY*1t4CCg?}$w$Y4&N0J^wK}t9GF&q> z){vIa-O8L-+K2j9!6#c~28L@)UgS+%vhiQy7ii~BF7G1&eO{y}G zlvobH9W=LatHaS16AatNk(P!m1cQ@2X}Jn-wG};%KRb`A+S-Ij8ZAkvK{LQukAVDTj?wfErXRB;xI9z)zj|5?XJV2X?h#X6Fz2H(b9cKI2qeLIiOBsQ`WbV)+n?j>LMo*{)7OtjNH!Ww?^s zoz?>nH|i45A8zSXEj$?L6EV_QtJe-;y0n&PfDzT6NH)~qCneZZ6;Wwe&(B9{xa8-W z#IGSF{I?A#jwGJ_HWx`sQ^JH8?Zi#RK5@efE^T-m#>$i@_;O#P+ixxHQc^f#;xftz zGEgD3#+uq3gaR|zRXE#H3UXYGh?mB`^~wcd%~#GGx;RL@!$#|QW|5@HFJaieGjpTx zy5Wdfa$X)p49Ji)uup`t%urz@y(pmI+ed~J*}CyFy8ysfGgsm7Ib@5qqvZDA=;m4mm@qJ-5)l*x zW!Far)?)BeYDy#7a)5+@Fpt^}-sOAOD?CVEMAA8AAQSjBOvUJWueH7sE7elNu)dH0 z>A2EuxGF8$bXpxM35LaTs^Bz@4tTX9pwz<0>t45x34TRS!AI7duX3*Nr00P)U(t0< zwx$(<PzJsMfDrgm{PkgpPG z14ADLVZmIBw9%Wam)5@V$?{eqFW6hUcCx#YnDh)3c=&EL?SJY z0TK+YR3*t-DOI6d7D`vLI$a+()|nHJ1V_Dn?746!vazCIr19$^na;L71~>K9vVxeA z^r|7sC@np`QLr?Wk5id8qv>)7xIxrl)3;1_7?(K$IC5Of3o(b$!cDj3$sx5PZ5M}eMYK>6;Ccx9LzP# z@8qAM{RFhx)r=2MGG0^EDU5A@5&4wr07mwqmUyM$#IuPE{Il|NvB$Kl7MDB(w%9i- zvu^WG(iXthv4+U(Y%T;}?KP0Cm)53U#V6`XzNX&9J{pBXDa-{qCYXa8*IqlJ3K1U* zVoGJ^@k}jN-_NO6^ARsX_9CyN?YlUB23klh_ke2f1`BgiXh-}V{03e zxUQ($B=DUwkVU&9&1DweiQ|`IpcaM71T@eUgapw(>oEx(4{R90ElHps!C>+mMiH-G z0Z?JRNmuXGozxreG2WoT(o;s)z35GqkAybD6CUoUVy%7j0At>{sn&e!|_nyj-Axo`K7nCTGH>iNurbC6Dl~ntsQX>u-@k={dH6 z%q8je2OAiKmNWkGvUV3KskR@7vIbbvoVn_lqLG)z!ie0ZZhc@2~?FqhWuMgiW zp~*o=BTuZr>=oj)p7R7jJc8QN1GOS&bof-@R6E6abFrn@J*_kmwp&C^n@;_J3e8vC z7QnZPQ&gOc=!d{%f1@BxvE^>ONHdy%raT9i9ty)SQcBu^nh3>LQ`z3g; z-u#IT$59|?th6Shp$k$QA8fQdSlkMKGDbwL+W{AJgOWg-WV8zwViVOo|E8O;0Y1V{ z1*ouM1m+XfdE8q#no-1v@P8$|MIvy2DPRaytEw$w7~45*zb{53G?Ju50~c{5NF^mYejVv|n#M;)n{ z3ZwecD-}7>1=D4Is!@)vG8Q!T_IeOqp4J9+izz)XTejDjNu+;MONgta zr^k)brUFz|Rb{?E($9>UmUbWWconRKPu07wQ<($fLw+01CEngd3=2gLsc}CUXgZi$ zy0?})70l#{-$}fhrs%-UVvRP7;G;CDrOpczDyohRge8tEv*Vfo2BKWmVK!_vexP1V zuze3|HpKA_mdidCV!LN0R;3b(fZ?@v5Nj>Hx*y@OP;0=s zkW0)FV{YkHG!W)w+;tLo#)c}TZN^>Ui$1kX;j3#?LP=*&!AG2&P||P7fVJP5EN1S! zL*tOq1rC!}?ROJVPZkvaRTEbQ%4_Wwp^{{zu_Ns|7t}VGA0bd>>FBnI%GvfQ+TFAY z8r^k^k8eG}@O7&wqo;Tb39BW zL!cN=d$BfTr2^|On}{o%Bcq^X`kd}>Ah+{++YS-Lm1udtP4@PMJS4z7ePYV0le7h& z*VkYVKF>nfr=4@b&_Ws|qQZ|NFA;4HS)a=FW4Xtq@)#q+AWD~UKzo1SgGqF|nA!#l z-;hGkXMC}=cO{?Uu1HHc95d9x#UCayjZ37%w;6U~Y4#Cb0~SQG>~1RRi?WlNd}(>;fC$N6|rBBIc$5Atl* zPw;ykir}~*6ns+S9KKnKYfi5uY$IDip*}`a0>MK@E(7U>mGd!NI;3&!byzub`%hKK zY-IV&iBdl#4B*&c);5LM-n{^AMm#xtP>OZKAPxCw|3sDvO_`SR#2vk@UY<-+CXGhB zL|XeHX6ZcErBYsV4`HE*0q>bec#9ta+h&8o0}uXE*mWGC!@8+GX*nos$}E?Naf}%# z=X}1ZcV8a6#u8#rn5^2q;1q{$5%Nj;<$yKaFqkM3+|5{&GOx_5{;XbaT`_!bQUtf{ z4b*p5Nm~u0$37W^8c3rlgT!sm@iWOFlXz**_n`O%5ZLk(F*qB^Rg4P%gXy=we(yK^ zN_!=4gw)^?0SnS^I)Yc6m}2lK#i)xiqg2edmE7`h7d(`37JSt{y-PlBdr2ji+$i{v zBH*WUG`HC#b`Yw#VMXR=_lUeq>B9rTyu|^VHjKzloK~hsq7y|>LHk7rHdYBSb}Q5h z2Qc;sH!=u|%)I7QSO|2MQA_Uf$yz5OV-HDtb*yAI1A#F*(?#$PcXZ~3oQOc93OAXaE6kK) zL-EqippLNgc|FN?N+*;qxRiVsb)gnp$|ncP?^8P;EM zDq9xD-fElm5|1UpzKCpxZLw~5NA-sqr8=>bk=otWzVI|N?l=ZECurITg4J1H!pGs5 zOq3BoEFi4W2;E%gdLQ5~_#mjnqZ;1_6@!u9cUovFjHl2F*y2w$-tZ`Xi9a&3R`Stm zAHYDyGK9KeyWmh!)1|#QU#+`Uf6B%iIGVN;0i#HmnD9zc%tEY<(~XVpfw=|`tV_78 ziW{EpV37KEF;g=Nm<-KwzQ0?Y09BPS5yj5!_F5$IulFKTS%PdyE z@UmpleC;bG0EecvXwmtg-m5wjSPV7I7-NSh0^R~j6Jmk~imhsqAuMGc+X0%-)&4{Z z-ch?fWCQ_Tk_flyPl~4@Kta?i=3!CE+B&4CHXf)5*=40wMJc8+wBV6$!Yb@T6S&ov z*#1YG6Y8K6YrVG&Ko=5+D&X?O`re+|=bmemPL4qyKv;|Fu;MdaA@*xycT(e`l)rTi zh+lHO>VeFLGXjPf$-#vn&dgZ)*B2yZaBG)0@bq$>I9DNXS3S=o?T#lQF)I^36F>F) zZ~^02Jv1L{q#@dcu=3>%u~+kmM#1KSEo*q08c}_L-uGMZV?ORcBs`W~El9DE6pijq zFK1HgV4>pZA&a6CI549QihdJ6A$x~12N}7*z6Bt;Qv~IY`Z6FR)+#QWQx!CVQo>87 zl5*2zi1zoibfxNnMw+P)qRUY_Yo3;BE|Q&e_wj#Szw*7b$6+rhitrdOBlbR>NeVKS zAZ^}QM6QUz6qGwnPz?og(C&M;_C5q2LKH;w?QKKWwBjXmpM{9jLUh%kl1l z)w+WCZQPGh}LesZ)ODiR;M1`n}9#i;VG*MKt zKt0xaNU=*5|K4ua{vO{5(Hcw$(>vQ>BORgwBZ&pLGmuq7W|1_?ZuMdSxteLk%K*+U z2oZS5nWw@cX^!(;t)iS;ty;fN;<$pe+=(BkS>Q}3G&YKcM^qtz9aM7(irtc-azHns z-#{sM6E=5X0o_O*xj&7${EkFKyYHyB*#rj_ELjj@2fTV%h_GjP}QYopFQ14f@ z$8F+e#3`_q`50e#UKK^}#2{eGV`G2TDT%fXlIMDr1yp)diFCsRA&nc3+lQ@ByBRVt zj~Q?MobYM7h>8v;g4dm(5SbJ@ld4-pg2>z3Z63~Rr1Voonpl|K(R^(Q#{i0V>nf?I zwcN)(M|DI?>HwQ#DV8qIafEx3Tf`M}cTU3WCMP`69t7ejh)10$2u;y-c&Po3AYT^( zgUK1~ud+@y2lo^W(ltRpAu7Dk)&yvD0h?eAYw%Y~YHLH;>QT3~1Z1NwGpwNL=3|)afPMHW$FOyV}vXEa2@Ri6IdWS3mo#<k83vaDrtO!7pO*27x6OxsUGMDdRuxBs&)ZdHC6!9+~D2Bdh))8fp` zZ^xzTBb1S=plLXv`Vl{S}esiI90Z>)fGQkU=0iuHJojNg)0W}pdZZ^%4uWZVapRdJ=Y0% zR)ivp`2d{vNI^Uc)w5x|jTLs5X2852q*!^ydOLxEtM1Tt1J==Rdj+YRX`_@Q66&l{ zyNs2wlUf}Nz(JfAf~cA=)faHr$2@4=C+1ruZ64Xr|2 zcUl-;>huu0t`8`yO%8Jw-Y9zs-|Mh>ou$=q(ezbbF_E0C8bu}wO7OE1+05dF`l#9IJj( zJyb0EEoq)8-4m%I{BTws0;5)jU5vxZkn0;sS=_aXf;d&z?lNuJCHchEbi5^i@k?1o zJc|UC{7wV11Gh?+;)rN7G;fF;m18)OhHIL+y_O4StkEtJk$xgxU0MQ@mn{ZXjH8!6 zcrZhQz%w%uapqiOQ!NHZ26iDapsfatY3r`6SIY{OWXKgZ>j-#4u?O{K?iDx;OmK3~ zRtb}`G78Xb3meuTTS@jz!xOjtEiJXjQOJXkfvV+J(XqBVy?Tl@y9d^yt=-e!8a9qL z5B6$hcPoD_2U?o6-b}3;?hE_*+FRyQ?}*bbd4_M?5xzOaL^0xL*J&8fm6AB&rI^U!j!TWOE4r?&p?(V z7bq{O1-H+RY*y_?jY)`x@;*u(v-NM=ueB%4p`)esS`m8fSeKX`kMUFc(cGWdGnl1i zgySKz_P&~m?M3vIDRUBYR*U&9E<;f)t?{5~u+?=~jShlEQl8tIQ&}z^k1ndBqc9Nf z6NY#r$9EeuR6hy_3HE9cRNr&;E>lNoz7h!*PYT_ntf02B6sd|IIiimG5YisCmvc27 zJdv(j5|AD#U({H4ZuJ6LM+diIAZFK`5cD*XM=D^6|14CoM;aK088%~cTj+rsAaSL< zC7j3{>?s61r3?|j*d@{(S4z|JMRVh|kAt@LErL3JHdD(H@Fz1M{aO?Ftb!1@WB9rW zU)j*ASeITr{s0CV&~|i`{p1LTVz9EARW>F5!Ei8Xxd_C{Vtcn&SFL;Ea*f#jZr{ZeExBVO;@@-0*fLd5$Bz~FA3Wwr>)gqU9NWkPxh&$O`Wj<`u^;q`+yInLfWU#7a6 zE>UQ`=)KMKJ=r!$>0{diXA)qq2T6}I-DwMpr86tnw3=F5+@NAW=wwVYfHzL55CDp7 zWSZbP%B`jx5exlJtrh`7tNvIal5#LS>Vkg1TS4NG+<;gFMwpCbw<`h^Jj<0Nxy*({ zgWyC-pZcLfWN=)81)CDgxM>>*hK`WPDta5%P5X5dL@Yio$xCWIRroTJtK`!OyZFl3 z7`l019;A;1mDM!<85}qyzLgs68*rBhfJ6u)qHWv7;hK_aQes_ z3yYxyhP=&EIlXaBvQx1z)Ipp!)Mq3-W;CU^@F{@-l6`_yKkYjy&hY_OJCODbNMO}& zl0++$?Le|sr!2UdE?B}xr-047EO}N11}m>`fyCogvy--m(G&ou0+1|@q-%K0I+Tu7 z&~BFMX~s$OdI|yeIhLk_;A&FT8Nv50K?I3HC5jUBy6ZLVP+RLV&3O#EH8+aBiq@V> zyb8mXm(QAZU)5l( zda(K%o9X@4OkE7c<`NdG@oTTEWCtp+<=XjKP)>=*9;f_k@s?8SHkXB)q)=vX*n)nm zl><3VW+M64n=$P&qH>^mC&kA@l(0}Nb)v#!VFEZgVj3Wu-O?Jm12ln0ozs+Z>jOci zq{?nBtP>VYh6i|aDZicv?$%W4n8GF`qIe&JLEt32;=Eo|Bv_CcMnM(uR#6kKULH{q zR|W@|SsxHvDO#a$FQVuX<`g_uucUlV{buIMOxKj z+Lgy9DTg4=#A))5f9qt*3umWJLQQ#BA}+2GNL>PPg(%lxlu>b|v_KkKype=3e3jsd zf-;J}O18h)!}#_X=s!6u3z#9rpu^SHO{4p$!6e89Fw<9pQnmi}S zbW?N|*1xA;YoB{NW;aT_u5Be#Rw1=?sNg}5*66xUZq^~r6gc!)FtFh1NZlF~ddW;T zO2)%za_E3irtdbiwPfBlguEzqiESWm@!X=w46&sA5g(dLA zfN&^v?;fikW8$&fJXB``r1S;p$3^AM5(7G@S$-}tcxOtgHnjk{R#Y=aS}|TtDZ~^U zEb`XI6fW4N#zRd$KGGLc9WYp>8n|~Q0jS?q*$i+E?3tvnC@MjeR9GH@s3xyoTh&k7 zN~;gXYs;Wwd`89*F?U*D+oT4|nr>Br7F&UPh=ihb*w$s!(# zJ@f}mtz_yJkpkYKI=uFfTB7(01%0S$ZRr(KUS=7~fXKyztzFJ7Z&+uBlabPP*Z+?& z4P)MUXK!aGX&A{WOtVEt8mVmiR?K;O7NUs_$OheH_-KmY*r`A=1$L26p_(|T7$fBu zy9xxwenFpm>tR>w)4br^sx%65CI~_XA1;`Swz7~%)qh{ z){G+0)*Ps_$0U`v>og;!VX9~Bd@34J$*(rsns9epqk^g?_^W%830(ni2MzeHRZIAY_%D0uS z0XcoTg}77?hZ8x3pL&eNTg0@;nZ(9`v3;%BRChWs%r5+o`o zwAn_;E(JwKO+h2aT}o0a_e>24rtHX>ipHAm+_3Jmcrs}QNHA^&^szvfwMhexGjrr> zKJB41W~>4JMG=z_x~~N%Nr){`WoXmz`vd(~^<0;xlMco)pmbMHSnW5Zi5%P0Y7>G2 zs@s&F=ZQM@tleVk8n$mN!Kvq0)XAwx29$8on&?79*N0Ww8a+uwN~+lj*%>#tffS}P zE6%HYtQ*54vDa#QDJ`+>4o16Q>LZ>y=;HqR`o_q~WW1~TZ|B4OU>4~C6Fr8t82Yql zu16x7qcYN?>^D%EJ=Uor0PAJUHheV5GFR>AxiF^oV`gUn<%&g=OsE3om$|hVkDJ>zs<};|G9GOmn^Gx|cM}RvaB+5rYz*ZZGU^)AxLCG$u&m`Jv7d!+y zdn&xJ_br~9RuRK|iE1r@mZ>fjnFl$hLX0#u@%+$BAW6p6u0--)Z|xw+Alt!chP8C! zQxtY*&p0Rbi53Ou;FJK6JK9-MbA~6_!qB9F%4s!}yegEq*$-0uvKG}^R_8wKQq(wH_uDbdKxZ>F?@(T@{& zy9UtO6>Y+X?ura4yyGQY6i$&(ho?KSAP_bqGGR?i33Z+@4s6#_;S-VTDK-r{{3QXN zN|bk{L`=s)5NPql%d50GRhxx%E2{z8GnF23wrNUJ#RVFaXkZ23)R8wX%9dyl zMhbUI2$9mOaE66`^joBy6X0dZBeidt)zUBkVZJ&!%F0N_WIH5KAdyK*@A9V|p}8v{ z6gnCu=PpB11>zyecda#TJl%*G@pC&koW`QvR3Ns=%uQ&>*?fTO(~(Hr zqOM>EFhRy2mUfDPEs+$PbY%SyDtjRgEJa0kz{kY3cTyf;78f<~%nGHbp_*jyr+e`i z5Y=it8yGguU}H2=?+vPOpn)nbEa=WhHLmAAa>tv^F~1>2;J^=OWQL@?SyN zt{&}-Ap)W z!XomA!fG!6x{idNyzw0auoxCaWPtn%rLBq zh*pb;RVqP%0^EU5CrApmZQi{CPF56k>N#Bk$+nSePS6tenVPf0slFs_{WBX+c1nuk zSL^Lso|wr})kn3t(l*vpSq=47i)$kIkcX$%^c6&7Z%HB8gW2nHi&Gl`dts2^O5@BQ zb=f(PoFbBsxm6|(E;!$OOqC%q2=CMq@YmS=`@UgQJ(*vLHE{15b6Rngg{RYy{#HuBduD4VN>)=I5Xw(vB zSdOWyqpW&40+|*mD2O2inJe0u!Br$ENlxnkNBW5x6aAbC^lvqF!S_0A-k9o0Ro*H;^$L zh5`>!-e;v;9MXMf^xbFmhF2w_Q~4<;E7EuFR*UP#PRF5AmMDnE)U_mpCC_qC1L2*z zxn|T)gTu6@IA%dh-^C}8mho!e^`?B{9fU9AC=~qjs6!gIN3*r}AZ2J<;|KsV;?f`h zpx@EC=|v*tL?y+psToYzl9VJJh{z1}J$h31FJ0$Ime{(>`IVSRpLC6LKvOh!x>dY2 zwk*ZEG-(PiBk?-g(4(*(OB;qzw9N}Ko#?5sHN|-{xvl5d#V?;h6ed-z8-`o(JnxuG zO}2S6{1VzI(+gU_Uhz#{f%a*xS z5FPi3#c36e6_K^LZRnIqE}_C|7LgBqR&5sjcl|FB05)R4x)~98cVkZ#NKOh+`I$w% zV|GhR)#0xxOo0(@Kv_L|G>j~hmtALIT4fe?hgW1M)Uju##%nb?qV%<&u%Vbyk#tuh zh7rKRB~~D6OA}lTJrYgS&AJ1&-Lwz_h%-++As|b{ow$L+`wkFrzK9c86mt837j2SO z#A-c>Sy+i+>u9@0W>oRXuLydz7ilSCJMeP>==)rYj*vlMQbu3Ymh7EB&}C@ioi)`` z0}Rd;Zv$Hw&d4OvPiv$FpffdkjU^Pma}teDTfiJJR;PG`Y6unw%2{7khj}nol|)J+ zrs?uRO1+k|AISQJEjx4enV2tVP?)LeNfffk+t9^EKQkasAS$cz-*T*>Y;X*pkz#qi z>l(US=bie+NuAGb_k7U;5+7yoDAmba(aP8~XCo)RSYn+n=Cf$Q(2<#9!fvjYL9*5t z;M!$xFGWv0IXmf`Y<~2CePn?ca3-41fSd8J@Mcp$>+CnBl4qrnpuviu#g3N54jNXa z7*TLEYH!I#|4p70Aw&SvV|)9p+vdAkG4iCy<*kNd$z-uH6jeazdbk*r+X$CRrkR!z z%`d6e#=Ek9e2^Wpv2~67P784I zd1K=NLng2DW@@s-P>F_xJ5cHeHM+c_AT^h0T}C%qAyaIz%;qPmvGLNg)L|UG#w56; zD%e*^CziP$*vXTXK!IOeCx8f@{@omECYd<%t5H*zY)6oG#34VI`NRfkS2wNeBOYYq zegcllxV*=cD{=^Z@Xw}|ur+vMwd-!FZKZtii8YVp1%^oA#N&=%-VsUZDyw&z0*bhv`{1p>lEU%sj4 zwAT7bNWb;fkE3O=oIGq-Xn;2n9z2sloImjFSsV^^7AD7(yPFBW5Z?Aqq-HLy z^5lj(O&`r*h6#c|K&0?fZBLK1QwV}>YeTo7^o&K96|dKbbA@>2gZ6N=EM=vzJC%s^ zJdydpi1VE#b;MvC$q!Z{b41eoFbB2pUGto~SOa;0iTlTM{4GN`5vn05}h9%0!(nQB?aF>W?npk271$VTD535pb z%Xvcw(`z9mh%%VKnn6;c%#VejDxR7x7)^9AOiwx&<;VI;09>DUK;w<=_qAW`9-(%+ zE=tFyG%<5@*a@5qc^2$CjBS9Hk>S`BVleyUXKG1d=A#;DP$h2}l3eZBj?K2@?ojKc z5QGYeNeh)x5zrk+;q--Wa!qKKTbZoS5+2<^ET1$|>6h$CxyV{nOJ>euaw!V9Ms#|4 zDl%mi$kL|Lleh$T=|Il1pN=&}o={7k*EvWFR5jmaLQ14iMeTIQ2&ikI`US>bG1LN+ z;qqf37a)%Tv_4ef0Hwz*47{>CJxCK6`zo%kV?qAHW?v<{gpaf%>MI2ZKrzbb(qTUb zQ1_HqFmiWMHnjwf9V?3{+Ma0JlI8dhPYRb@P6bO`_GT+f;GzR4>IrI#`PaVrdwRt& zUk1F?ym9PEl!Bj)pt~Ls8Fcg%3cZq10fi8fxjQi#iBgTc)bZt=7p4>z-GKxS2du3D~vl<&Y#tXV5viZZ*nJX zP!^g3Un0eYkmSr)7%jE4rU30$PzO%~DHEry$;8tAK)N<*sRhaLzLE1vg+PBY^;vyX z%cB!O-K{P7Dv?A_RLFi|rYpgsZ>Plmq6LDbhVsf~X$iFB8KX!8cSy)G@FoT6C-J+< zS;Pj{x-8Z6OX95}s>0^(+fb$6?y?a?UB#+Yvv}ZMks8S>y&z85r1r0qg#$%YwLp^7 zdL#{FSs>twEI)^+F$SX*TS#t5srE1s3=)71Oz5xEB+zl#rjk}fu};SNVohF3jk)=x zY|C9x90S*0uYL>5%3Uf!#8x(!ykzf4Aj;sOS=FQBEPbYgO6Vk4y6GWw6#H{)=ZR>R zW(ZT0^;*I3ovcBoj{RtWOCDqFR4)=qR^r+PYZUX zx3I#B(U@S4kHETq6+A%nlUZnsJn=x6$?OaxbSqfY2MVCBYt$rKC@1sTNFA0`YWp-_ zaUm=_?YYpEb;uvb3wUBt*$J10q!=A&Bql0fzz9|qN$Sp$MGbNas0#x~(<2!31*g_T zeo`g~BkgW?LzkC2!;!b;(=K~%0ns&rMz560?VgeiHtIg(YbpFfFe%y&l>lj$t>%s- z>dEWp8k?>VvmpShZAn!jcE{6}*&0!gX)u>Q07GUHfhp%OW!2A#am0#DYH;cJH8Rp5 zC5SLVA<_5OZlmo z5=))DN>%eL>wpb=SbH7NDoDT@k-^~Fi7F?Rm|lc8eQE*zw;DfAA~phTY@zw^C)fyr3QDdPW z2GX)%Y7vNyswgA%8gmI9%#j%223}XPpuoLRH@g!~r9@R$^oV{mjN!9=jvhHf@gYE3 zag-wGyGYg&Q9%znMZpbK1epdW*qSw)=Y(ZvS!@23pie;1=1F)Fr1Y8{3g*&oMW_5M z%TwxAF5FUUhcvKX7?H@}vv9)Qx*sG`4Jro%?SN9m2X$amK?85933%llXk7UnxppoF z1@A;?FhyLV2ZZydzNcX<7&!5@Ck7BILQm$Bt%AJO%c`7JXC74sXZ|xCqYy5$DMZvW z(@BHKF)UK2MPyEfk95VH2W*43ojD#>`okc+1KRt}s0mB}mc%Z1q^R{rab-<=9y3;l zDYaJwYq*yvx)030(yNv9j=a5Qd}l)3l^Yw}&a7ySZ8{ME#aEm^`j94>zOCyXEer#o zPa+yFS{Q=99ne$gqcB8pEFshLQb#&w>fok>FJVuw-HJn|->}i8V1Dl26orPna|gbb zw@Sj3rv062gj~+9vGR5$K?+$Az?E{R&(xP3CTD0ul8DrUGvDIyoWP&g@j8 zNJ;M|d5UHK=$05g>(8#b1Hq^R8OG8{;CeUkO}milD?C_A525u?43Jv{rjx@9UT@K0 zj37g;{SWRifj~NV>;&uR#s;JX#U@{O2^me9!c-cn5k^DD@DdzVg(h}R54H@la+uM^ zqN(;oPPKg>6)hdY+C$v%;Rl|Hd;G1gjgjA7N|a&r^&UFF_hIy-OcQ{1c4o6&Uh2YM zin83a!*Gt~04cfc;;+~N2^INvq9+I{${T*JC)3_=Jf9@FB9kF{g1iIU+OWaCWpvM^ zYLt}lgwv?j2mqTdEP;Pj6n$^D-Dr`&ZOU&=xfQCdrE~v%c?6RWmeMTn~EHX#^|AEgbTohIs`tgZx5DyB0 ze0<4P8K|-gS@;PtJ@y$$NrZc4DhyxU2@bTQN<(ne#ag^H2>0L?*_>57CgmRCBp44@ z+>0X|f1nkAU>uk)$Q^I*$2R&dO{LBwKse!!PtoJFtG&RI&!EQ;X|R-gNV7m7MBtKm z-TyWZyl7m|goPQg+bOL^O_j-bSI(^)MJI~s`bUwo)F_IE1XArHtzI=Xp&erc>MZwLrv00|B%fF;E6$UmwHa3UN5?i zh5XTdxNZxWAAgD#jwciSpG8}tv`0J?ozfJB%lX)h zkp>Us5A*Ejbpg`GWL(v6$Wv)-(WXqscg3~BzQOGQf0fBZQ38-GDeL9wArmb^0!0Og z{N5#agyZ+6w*Jyaj4fsB>!8WIU{d_Cd0N3Tjp>iOZ(3st!L@@jpj4!Q^zM}_Ce`|& z7Qj~{$>K0Vx&{qZog8hnx$fIk!VOXMewzvcY%#0jXz&6Y4T3~srJpdNiRzYkAcX4m z#jUu^OjeA?%brZnAej&PByv}2;?l-li=u`yHj;iC7tYMz)caBJZts@0Ydgt8^bC|NSW?6 z8jZtHpxCvE#_B+)RZTfIAJR}7%1bM%rwED){-mVEZJViFLC~FELVti{TUje#S4B5} znFUV3N*Cgy41Q@#FsmDJAucoJ4)oR?7TNZ*?rBYd?SDU95qYt7PwL3$@@gCzSFYvx zP9SSEA{#64Pj<-%lS5*ad?0hrCdh`UvBXsQLLa-;I}jq4^x7Uo0{Dr@GOyiK7KuM* z5=$nwf`q&1>U?GeuSd0JRubz0#=!CDKvu5Gi+eU@W|>P9SU_CSPsl{A3R{^{40hY;)NZAu*( zDF8$PYW>>36s7)~FQ7-cb^{%PE2}Y+$w~m^{Iz8B3U**Rr4gz46UFOFc!|nR@8}p36cYTGE@1{qfR;-w?9?# zGA#`>X!}OERhQQXZkS~2%4z<&y)w1*1xWHK`riKSTg4(r)s?tjX$|KIUU4HVd##fT z>B-=*WZ9me9tf3vHD0nMiskMkXWY9S0JW7G)sJ50Ze+womP5J?5i~>99tik!5M@k? zDTWos=QfchUg|d!OA2s6sxRa_R!!u!LW$06u{qgF;()gHg+>SRsIj?dw=5o!DkN^H zzeQ7XQ9DwIz-JQaytY#+vs#4Y6vVi@G^yosjT1wFUiG})4Y?wXTWBI1yfaf0UeZKK z7h~2`jVd6qvU!(tkTy51Y!hP%Ivbb#WjI2p!$-JUZ!Fyh;iH<6K*YpZbwXM;JdlB` z&-^rW2B^E?6LggR>xoTZj5=DMiU9n`V%Y*lM~9Tx@+UqKSq~(*cE#a=uKHKtqKnJ%4mNkX8myXsrPi zWdJGsmibVB(-0apCGfoLx%Ea9X02Dqx@CvBOvMykZ6{E6czW z+TUE3gCnfSnq>N>ciI=h*9O+!*dxe{--%AO?IoubM0Hx^G0CV87fx&cNF__ht2)S- zf@390y^h$!BGB9r%;S(F`UnE0fgg%cchLnrL=?P{Q!4_aTOmSqtHf?zQ}CsyZI`12 zia_&R0PG!so*)wmT4teB<3f7wQbCQqv3kFgLXBOVyHZC3y7&n+GcIQV2CZ zQG|c1ZPK(x5_Pk#c4~uYs?7`~D~#nU)kln06SejEg|`43%Beqd!;R#P&ZO8hcbgy# zySpw0@!#Hx5dc&=QTbjt*FQ76)zt+nHf2nsWM({g1rf|qF>GE>XQ?{z(><*8Dlhe! z1c1h%3ZmA}k)o(J`L|MGsha$$nx3XWTCLJ{JK@U*vhdj#xJu& z+a(tOsVkkr6%m)rIxX#5Le?C8CeLhbnu@_KlcNoZuyV{5`P1K#=A=3pVC2(ciqCYoLYwCgdJ!~S^n6%QM2uBesxAr zixBE|!VIl~q1Nem+76LR(n~{WpfiEELO)DX^|;t7FFT(r1jvSB9~iI=x1o(wNls|= zQgowm$u*~BKucmf6}$CE2SglsOE3^v44~G_{B0M}o+Rp=I6Y4Pme|^gc8;SQ1ZK);L;i4-Me&7110{6*;5cRdF(BSR}T?X`h!uK5=%8&02GlYaz!K^S5LM}NH0h24p^seU+-AbNY@__|yr!mK++Fi51z9(B zyYRLw){jQ8L1P!nly7Au%xuk)zdXYj=oZ#z5Hka+OlrV-NXvJe;j>9`be)mt6pEF| zsP8&k({a>aRM^F{HdFkPq}d2SRapeAd?4iNwBO|;elNDcS~Gg(WU@t>BeUYcl@K*$ zYO$aJmR&x4uh#CY{48lmJ+_Xgnh@Pm4<1==|Qxnr2&rQ zSJ{`(fK`!(7gR&ax#9sB(&d)a{iC_MBg5KOvfu?DHCuYF8e}Px`2))XAROVj_3-9u zM0C3FkTex0=`E{xdYpe~FZs`2jNSD1Bf?~N(3Cp-02T;QA|09#80Ac|hu0D#hMKZs z;4a3acJ1D6T>{_`*|xSwxRW3#8wt5{j2;vY0+B$3?Pm79HkS;r;{G;Xf0uw0&P1Dm zl{$DRj7eFWdwnwkx0BS7be)|V88}zWh|tE?1?2~mr;=7;rB?J~x@?l%%FM#Bh^}3I zeGJYL8=T5&J0129>aA0jh+^*QW{9LD7_sF}Uqk_>LT|Dn^jkHqs$tCe&Zbyl8!--; zv5(|7x#qCmxaKbw{Y7^E6$Me?2&lBkXq1B*MAlIKT$3Ak5uSLJ-f05wU`3$dK4N}# z7-He@PGa!$%I^~6SVLN^Khg2I{$7Hmnx_D-Vgk{;gw4mUauG=NAiAk8n`}2Q%b*Gpbc?OV*92KL6Zs_h7Ju<<%-2m9QRPY3 z$W(cxh`=y>K(U(+Amv}{4h7PGhdNv*8=YpY%BJS(`w6)r-Ybj>2bEJ3I3POxz*VNW zjHW^f#-i}jl|7=EHLs9sK2Aso0hlb4YvT9shL944r4;h&np&mICHe62;m{Kj6?EkZ zT)Gyq2jW=Ot6lO=Nr;`2o`u(XY(mYXPK&j1pl`*nghr23?y ziK8%Z`M_uOo}g3gU(ZOPZ*ae7uQM8!PS7-_6QQpd$c z1Mc_XQl@}GivIh$kD5elxjTX4vg-k*L^@b)pO6g9$gUW#DMpSW?^U$MBJx>+ z%BP6-mATZWF)UURSVIfCYH;`xI&>Eqw@N(TvrAhlAD}GMdLBOviiMEuv zz)3E!gLfzn!3wpa5+g7aw28W zBQ>jBYx~00TDAmbP^TjxC!ws@-s!Hq zcGj8b=#1Qu$(pOuzUEf_zUOzO(PtdRj=cj+Dj2%NB5cp>+XDq6y#v4;N?17~q}e)| zd$$JkxVx5D{#J@M6q9*Irb#W=nCd1Wu*;he-*s+I4X;$B?P7p|5xgjDJPfid+FQy4 zGu1utl;T|SDkVrL5D0SFNz=NnFP0~GqXQDj>kCh$G~)t1Xu2)M+LtEf*>t1e*Cd(= zXr;_royG1N~ez7Jut(TZ$6FVvB@AeE8r{xn9VkCo<8|eWWy$<+x zRj-{N5gj*$`f zul;~@s=x^s*)Tw|hQ;M@!mp1KJ_5k+ndXjx#h6vwx!fpi1?2T3h*pI;!O`F0sQ9jv z&qlIM16eHl(As@uY#uUO0<`>eiM;+}%>iV{RM5c;ay+({Fl@hZL`aq0^v~c~-K&A+ zyY}8!)=8^D7WEI$eFf;X9Qw8(*v{x)r~w!ou|!e};piqsy75_5#qwlxO-<>N|6uMDGL zDN^rr9vfAuv`B)hi;pY-5jIT&!rj)v_O_SiMagP_Hf1v@$9ij`vE@J)^WXq$Oa^l@ z^wfwijl81N?4%6pVEu!SdO}x8emg5^8NtkJxhTucLlA3(^IEXrcN}>(SDXAbFKQ z{_Jm2gRh|K4TgicBbqqzlz^0Oe_f z2*MpQCdfHbTvJryHPtkv_fF**Qb!Cug5bKH_CvfJJ;5gkOHNd#I)_X)h|LDUT&%2Tm6MPSALdyPj~ zIFbz?h#DplN>gzXC&m!gGp$Vv>sg^w?6&UL{%T5;0Rv)bnW3_#Bxxup9VUi#$^~`Y zp{z(;mO{qFK(@w`we#2nfOeBXV+o9_Z5%BPke%_$*f3Y?pxYp|)k+n_)Sy<=yyC7x zUMk3fw$pbxRfaQ@eTo)U9~02E+vp-K9F+qX4V4#03AeAeA?AcAVEIVcBzELK%@pjo zp#CKKJDu(1O^QG4*X1I_ESsY7sMO$>vL7)9aoaj7O4|hY5%IzW@~KoFeBlX~HkRgx zNx@k25C&=^Y7?~R0#VaiM?!2Jr04(u2Y+}_Huo8HNvsOr8ZZ2A*ZLv$Il-QRy3tVO zfDXivC!z!uRYFK_6MhqG+^crbJDkN(SxvjnjWJ(er34XPv{=o_$!Xbo>GIQVpji&w zIx50^3DQB{uj*6V78Lo4EUuaq`f^DpC@{Yg$~c^4WZ`UwlIZ%)$^H=<4QHzX~#QFyn0C@DAlV$1m+#VmOqhuomL`dmR_?2sB>Hg)R|FKDkeIwQtP*JD>R`{=I-kVqdR^%4n z2>DzuA}aB<6)?wrqz0J8A%}QX$^e*7-*`$GQkm@nLCbwCLkUVfT87H88ViR*cH#;8 z0OtH}`&2K-hC3xE1Tuyk(2bO0rNfB5G=$4f);He&yT0Nw}fyQPoDZ*_DRD9Ma;Dmi?OiJCVC{KX(N;esnSxqj@ay1wn zSBYqWa6pOqQg?V0VwSp?-Xlng;10^ z8LIQ3N>1GZB&DGVkty{KDU~EVz}n12Mp3AOrhj#XA#J?~zGf8eE9&*1Q($&~N08Y% zDp;?(BEc-X?taE*R5INEDCzqu4MP|TfFy|pMa$-p#K1nn--*3t=(e{US}IYiFsl8& zE*HB_!=QmAO;?(At)j;W@H3#=Rdl3a)_d^1j4Nrq$^U}jev4e`wRI0+6GO2ZWrs` zk(p%{u|juL?3TBvbI=ry>7KBV#sV^$2Hvk(RyhTtQx$cv_!$!=B0K%Jx1K0AA%rK{ z{K|h(WRbR?F|(`aL?G!ZaM@%sBaHyZg>07Q6R{zkqPa4V1!-zg)QPn&DP4TnnrS*O zaR7K>M3YCB3NKy~gw4l55Tw6aT8vAd9J{L`AYW6){#kQdBKOlZ$rJcnQ=Xi~4Xp%Swr!bIDn+pvqt;@k zmL@ty5hRk`nktn@G%u4<=rVS1SC^IgFq&%W@HvkP4gF1 zo-pnd9Y~pp1j}HM0=)K1o`>|}&Z5a>IIVFEQ#dk3iGmP$54y*qZ%G4l{B6uk60_Pz zaC~NXnu3c_?x5IC)f>QR2xiD;@CzakE7FPO4Ft(7YpXnc^>6lM`iZ{>Jj7zEbT~*O zN+V$cma#c*MsPF$GgwLHAC(#y(Jl=jsG^S8uvI9rbH^!MaDH&W&{ve8W}@({ zlks{FxJt}b{aeLcs1(7IS^-^Vn9V2|nKapg=|1i+88L=!sjL!zqsl6KNrK{|C66og zxfnvRbMc8^K+hnOqg53{je6vJ1W~)@FQUa=4s}4`( z2qT@XMR}Rm=EeCbYU?cX7mCWRkunBIcEVM~T|1@gc?w%NkO31<5Jk8^O0o0_U9wO1 zt!pg>-sU^A?%n~$FJS^``XOS}^=ULi*@hfWN#S%Er?>irSm{n7 zppHC3bza!;3QIOA8=JYoA+ysiq6zWU$FCFDby_WUJi;QvL)fdp$(SjN+SH~>>}Obm zz&*aLKiNN`kG2rQtU_vLCy`-=Rb`|lKrR)_Q9i@AujE3l3Yj5t-uW5au$V>$kS|MA z2bQ*D$tbwM(|+rcy;;$z+-}!H0yr zCtj|bTetK;4q+%7R15H3L<~!&CNz^{GMP&cr?3 z`!@o0!=z4@@3kJE?YpI29vN^w+$85l-=c8xx24eG^)Vpk_Km#BdRY+7z;n`TEyo) z%2ahS7U-N`jPn<%vr`seO#stoCLMKkNkc&EU3Dt=FSRW)v3ucbu6d{3kXYb6 zkAft=Zj~erD=uU$!>Z-NSlupww@aH}%SrO-!i!*P@X{({k{F#~(-!F!x?TbyNM%41 zdLni0d-Q?FJ?IQ%7G`##;z{}EiQ^> z=|afj`m)H~6|m6dQR9GK2UQru2);!nJI~Mt=~_aiYSq10tgP@81jN=T3VPP9=+r?h zKaR$tRqN(t@P5>}_DS_e8hrf4w zYKf~Nd8*?ylTRimhdLV-D)QP|7#)(px2TZLG9pf>%fnjrJ+3n&Kq|g$IoV`A2@mOz zS5fjgQGBe$L-enIkUKAzO%)j4Db8}Z6XhxQ1xT) zQxf7L#rKpz={35xZY?tzM69%D0VNevZN9?^1h~F*O~K<$F6bas0c>OIax*@K+hIpp zs;uJnmDnWmi%! zVoPXiEC7oYje_DmVtj8@*$^>o(%=e??&YL%`%z4*^gJynJ#xtUoziW2OYGy<4O~lE zsmDUHz{nM1vMz2EAiL)cybf0qb->{7dT}#W0N2Kqn52RBZxhvsr6pc!feIF_G<3_k zBNU2A`-Gse+kU`+8I1!O{AyRn{yZx4S>68G5<6ZO-5%F?3m@1Fm)ff!8Y|W+5O=m( zhpy#FRS}BpfP*iKF}SJdTgAoxZRIuUG=b!eSIt9Lg#{knZGs{SRBIl{>EKyB3yj)` zu!1+&TD4*{SXV4TZ5Q}o30S|!M~rQwlHjTu0?=1O$9@(778AzaHFSq7)p3knG1FT_ z7^PVfl^8yDV#_kbw+3HQdO&m5R7K_+s_trf2DS@{uKfiUS!*tfMXYnK?-G2+pAr4~ zTXy9p0&S!swixRMCE-9wWBgORte04jpv@Sjh=Zt&?{WAB7M6@i*=X9z>}{XSC>>cf z?rHL1Bb7J-sVA9(lqQu?JKix~v`}TJ)`4*bz0b%|g$;idxC0)~GxqpJU6O~eL)DKU zfP%<@&EdyfQp%B%d{75Qou-vu>Z@F0P zIM)zN3BScD{`Ma=8mE$i?G(8J5p9BSNV66gE8ul~R-9kxB8_4cUyx_A76`!$WXf|; zbR=ZQomiQW=$|$EC6cR=1*i=ToTw@BqOT!GPKqQ}jKbPWNL864T&&pG>FTOZ#simb z^i73I9Fi8$v40|+qw4_iq?!wuGOP4}PZBIb>vTMK$v(9{>Ke3vQI8qyufFYJzZzUW zsKKK~L&;>67j^{#&oe)3)l0M=JE^q7OT3jrsv8Sb>Sx;(@Fp;ZnxAe)9#Q00$v-%OX_Hm!QP_3#^>j8rQeb`MOi6l20q)k>8owki8(YUn z=%f=QA>k3}F@EP^YqNxVo`!n!3is}yz`5{dWOHP%Y}HHbURwwrg2`RcmNhyquX{9kFzrUa2-%)WqP_5Ry@n}32g?N4FxIsKsojLrdQ>Qjvo02qp4yWi8r3u znl@GN*1F&eDetB4Ok-z_V1A$vMMYP68>P!o<`+Rnk zeuqi#E!)vB>hZW)F+}FT>y8oCmP(D%goIAJIPFA3_+4y>`PBuCx%4BCRczHw>wLPs z^FRRvoQh){-vWbly)BTH1=_ps&{TH{s2M9x+%Y{mDc>4M*wvD$(x(_pIDHiit&$xP zNIVn?rAE+5!-)B1W(5vAUP~kjN1QlD;b{=zK*7h)SL9M4g>$Dws*p(c)BOC~7OOcS5z;PZujJZfGUp9>GYb*h-UL~UQ zFEZ(FHFwr=+?gL8XNd-3#SS4Yx!Q?0UA)Lw{cRQ)2Cgw;Co~J1Fk05)CqyQ=SF3g0 z(2Z=qVK1R4%JF~O$iGsdC6YUxL9c+|5Xu|t85dT(lMJ@5h3rv_-{(`h+~jR+f07OFBR_9a)7 zQ-e@{TraS0WRsKYKH;+th44=nsS{}=_H2*KmerUYP0<5r$#(`>OU>7i(k?6v?(2M3 z+gM3JwX`OfpaAUUpXy943I-72=_#EAQbhJ!$bmrIU%qCrzQUV8}-+j0*At4hG_qZ zL&PF4Ox(#Twq+@vp3s$ENlzsNLP`5tjm#ndqPB|tadVA0a;uinR*bj|>c8L*^w^p> zt5ri2aLwExgzXc7*ASj(3T8VvKO_657FW?xJ2K4f?zueeQk z+iUBKR8d@rw&>e~RMs&S7$$UTFWEWm=+NDO&E+D&Vy|99TVREn6S9ZZ+)ZSOLA)a7 zYO>w|#k5Mb${n+n+{gm+>JY4}3ozbFKxpNPKwriG5)L&ITOEPpd`rQ43_ur)CEOSa z+3POnlw}PKWJ=y?GZ_g(-~`^Y=|+Y|M;SucTf3G#T8sEM#g+2g9rL*A(_f z;m;ois^KKk2}ub;W^QbK37CTl3)4b~WO=5eeC$g<4=uF)nk- z`F5cb)tahegyPku8?k|5o2+A^Xml1=)2RAY*4@BxO~~3|E5c$)CghiM43iAxB=JE> zN@KtGZx<`o_%l(ks|aA+NeHU0)mH=*b5&`glzyGokX+adosuo%2XEmVaYE@iAsZc# zTreW$bgxlgAqtYdV;>&7g0?n4yLCd6ZDb|=J=jtQO0OA9JyK0 zv~n<&aVnm>QxTNfdX2y`uw30_3nJMre<0I5B2;@$ixI?7i0|$vB1{f)jw`fnDCa&kmt)eA))0(RWYL5we?*6QE&%nA6PVYBpJ7 z#6ndFS%Meo=2qw?_DV!cs58^-7Dx_a;m+fGX9sX>-04ER=A~-A6$>@hS2UJexhsWO z56frcqbd)PFAQxp%P52?7-Ti72wNP|SyQK>c@?BvOie_Mjs{9HYE23TOFFj#om`T> zu>Yl(+6!qC=~9~9y3tfcY?o(9!Np5;HI2?ujG_av?a3922%e-371*0npd^XQu_a)u z5LfusVx>p*Xt&VV0-@FWMOq75lqiPLu#m|N_QP{BF?m@1ICj#n02N6Ug_a&_u$AX) zBN8A(yN_@Rx&X6H-!YRkCn&lYku1{ zVhf~;qdb5qEF2GlNJkN#<(w+GM6eRy6TavLm4ynf&VnThP%1P9%>(xnK2k~I5GP$h zV&KjcV7rTsmj!j(`7214n6fkHY~g5bYvkMrPjJ_}nF~cZYu0P9kTVG0TQZmDfai*1 zehTjiEP9091Y8lKDwARsIjmidt^zY}nTb*8{}L+Ai0J#*uGY7x8KfQV`?f0^BD6Yw z6xTwD8&eDH(y93nN|(DPfqf`P&=^8H_o<&>CA~{k(n1YL*y+|?ph;(%ySqDzhJrG1 zfR;Gv0$G0I85~kO5!cj|PlzG|z$3K}|U=JtP(H?d=Zfr%^-4ifw^y3jE~ty5v$F6ansPJBoX)jug_UXy1s zvzY3X3JoG~;0-T}AApd5x(irM);M05(uf}jyZ)h^S?Vnl1H5?)DkWcH@un@sZTXj0#%mdvaw6&Jm_uR^a%FxGqJvt?#9&|%Ua>)b*PfGREwD2{ zqLu~g&W#q(O@S&#M$LW3#&wSIfH&XCB9&Qt!}pBtuYv{sc)&Ma?IRqHqiT-Vr#h8g zYk)vw0At94k6#$Q{#zPEHyyely`J<}npGKWfcV0C_A zjh*YLAKMod6%$zkg!!>5M_9rFcMwA-jP1W30RvUQFD$X0KrNn;sWvHPT33tyms!NV zjTtnhRhJgcWm2|Ibjcag^8n8jX3Z1eeSA%zRNW=BXsMPgfplA5o&lBjBi-uP@&d~0 zN6EZ|FtUApLH(!9NPgpYxWgIS)pwuM`4;wVVfktftEAGlgFjVMj3{ zy{#lzEkVq8Xnhg}dBPrZ)I9fHh>R-*8Ama0X?CH)CW*UQ8&{A{K{-urGO8A^6lVL! z9ou0lVQ8q)>ovG}rB16@UoMnE;{=(E%D%Hkii*}?HSj+zps>@!u=0f8+BGoCq%aXM z+F4wf3f7b6h@7PIR*yQd&>Jo%P$yc7PVum?a$y3q1f?Dlqf+MH3EwPhX7sg~iiwt9YFg;h0LO4JTJkEwXdxKuVD=J+w2|6?m07Krho%JzS0r#1!ebouyRhM2nxAJYCHx?9De5X>nIH4y59DeIn7DDYD+z2Mu9xuAK&9c1GYOfh2Oh93WC0JAA6yby zGKL)BqnWL)1CqfIUYSoUS)mA>suMvtvq`D)D;B8(Y}tedohyvfgR!BZ`Hk40f{%23tplfWnb>V1qm#?FEr&! zu?!dudx7WK#(-lOa=JRVNu%x{LNh*^YjO-8C6Q)3BLn6zd#36R8=R6u{r zR?S14_`!{x&6rG8QhPxs4GdOvD9h`gRTJf`ED%d02dR=&xm!av=a=Lv$QavfG`VP^ zX)$=76;o`=uZgY?_r5I|7AQ?Rz`NVMbWjy$9F=xUPh1Pa;hfN5+!rB6=CTP-eqEZH3LYwRGdA>J47cD z7yB^ZMxpB&+8PYO17Q&y%3O353_yb|)*!BwMPg0ukE%F$CASS_p@5Rw#gEe;*fjB< ztGDy|c@CI_cR$m1oa|2%A)U%WW3*G#@7T0Uu%jIe0FWRlU}tG2eJhZXMILL_o@=0v!oVR#7|lc}!c$Ave~|Av%C`h!?p zP}4){1|Qe+*h^j!_`C@M;M{bHF-k`)%U4&U(NOgW085tjyw~crcqGKKXQ|nQz(|5b z^>x<1h;mC!-iC|}3{{e{c8A@{k`2W1GJXfAX#Am6^w&8CZ<{b3G;u9kf|6N>1MyC| z3FnfJD^gzS2*OvWy(sbfbQ1U_gfAI#B@IM`suW+hwDaB0JERrw6n{Wzqn#Zc|HP@N z!>W1yCeINyTtr|H_L<;JbyPw4LFpV@1iREtZ+-4hn+gabIivWg44c(Nu6a=f790%}TFiH9z% z6q#j28>;NuONk+&SX->(pe12tBDXHG%>C|CT8UL-MQ;z`QXwzOCU2b2-UzP z=py+aO?61t=s*mF?bm<*9iM|7PXT1C9yNQ=T?F|IC@}3_@oQ1S-E}i=nd$^o1U=|< z^|Vwd9Mq|W)P!Ai34AjnYWa(a{LR#$#HtAk4Ih)0cximrC0kCLYlxvK^+Lqf^h91c zyxs<>v=!xhVMBlgS9l-nCffz4)ZIp6-h7bc%0bMlk8?r-9IT61L(uR zo80W0<{u4<8hBA5@3nMz7wkMfM=iy1b@hl0MRqYbJEgbOy?nsJp@fL{ODOafoZ?E= zoY%dQ6kI99lXZuQx9M-gfN9Mgfk|gI@EQ))%H7bJZ!Hdll~@!+43KewN?h|MvZ5`0 zhelur<)u)jm8>gG$aqe;W*~`_{ngsJcVh#z3Le5O;YmP2ohyWZ7(Wky3oB(vA%=xP z5WN^z9aFn?3+D@op)_XO8N~Fp`-xvHF%Q8^x?p%WW0$80>RPeV8hSa92yDEBr4Z`; zL46BlO&*^U0z4!@B{B(yB3+6Dq5{6VN_7_+NEEV#%!J}C#Am(-m-4!GUa+H{(P}86 z@>(`~*sZ=BL|#?LiXulY7VY&pN;uNp`V-QL-=jbDR2mlSH9HxBz|u-;JtJ*6kcn#l zFu>Y!MgUY>0S{Pd%`9`rwN^t?^a%99s`jR@OxEs|s^qP(EHC$xgusU)Hv))j{kf)3 zfke9Q(ia25rVS)zb@)NX&W**=wOpq!KtMJV=G6*|#*PT;`Vq6KJpqI=@OW}l%x;C! zdb}=fwGVF5l^jA!*x}>;eVM4)64ysFVxO7X&`^%U#&jtxVlHik9!RD>qlPf3;*MC{ zXC13aR<+#`lC4S>z1#t~l$e1inY!>9$ipqDGKBfMcu}l-N!)~sdNNd>mt@+-tErVl z84;ipJHDd`u9;G{gm(p$O1eaAAKsS2fTJRKJ+HE2^4Kc7Krk<^8wu%pBVS*NFIpH^ zm&b^*L00VF!3f#a4br~zl6p0UULU4MG=dxs#>_6&mJu13;47)@fX?Q8#5+ixsqWY# zi-8NRQQvc>?5Yugrj`Ws3RK`0w0VjJ(@5P=Bau|C44Fj3IUP0GMPfZptA6R0F~UCj zat>g~&V*`NO4sx|$^*0@+AKEibu{6M;&B&4bZ(x#Pqf=H^+MrQf$f%=q}A<1!EF8$ zhf?qI8~?y!g}DfV=WA3cy{ZvVIUg7;njP%H#kQq5)5SUcosHf0Kxlrf#FJ-G^I~4) zXy1T|g3?qiV>3aaag#ie?p5lXpz;tPRnI|4Wb3BaBv(2_1PsPYz#AtL)2*5GW+dcg zd;eGCTBf=e9Sy%!QRQ6E>Zr=toNok6uEVtonpL$*9AI_`e+^^uz0Bo#O7DoV>ma%S zH6uEPwSpQnTv|JYuX;lBNB}@h`gY3dQMtRYcLxq?cKFaqhak34h@HkuLYD&r#NdH_ z#DQ2;?fmRtFPxTSI-h_UTPJnBFey#~rSCe>tNo$0E|JRmqORUobkP$UQG{@Xk&Y<9 zQmd!nmI%C2Nz6Ctcfm35;9ttzdMuB@+Y;OECy8`eg!5KIM|SR}sV2*0WwfS}pgHSk z^<=F%s*1E`?S?^Fku5@qi4OHCHgxQ_{-BpAm;@mAsAeuFSOsGNx(Qobd&S(UIeRVu+ z-{q}-`lLtnyK0J)QvY{>B?{jKTQ@=US`qYmdI%9g)&#@#2bubgad9oK zd~X5WLn-}ebrL*v{LRykaj6l6bkhrMo{c>zhlNX=$hKB09k2a`7EA>ivIK+}#-F91 zK&^&`2QA0Ip~R#aNUv6Ff)EVCQ`6;2G%Dzb#tQ}9r#!zqgqMBX z&m3q$SMU4dio=@*WHr1U_8iYS5hzMcLrS9wiM8`3=%0i}u!ccP@$&|RWKOPOBT}no$k~j{N*^~q`WEJGTZwH8JsF70Wc)zWCKetwA)uzP{v||212?=+l ziIOCVjX%0zRf~dI?}#6Q%vGnVCg%WYcJUk4C|G>NJMbZt0dqgd*zs|FLnEwKg24;OkC}A3*?i~En?PI?%%n@CDIrWrb&i6QoI8LByJ}` z(*~ItaY@kt+DjxOypwRq8qmuv%W1;HNn2XN6VZ)VEt9wUF0f*w4#h3emfI>)h=vyI zy`rgZH3V??Bu@+V#K7`o{g@PkEK4(loFg4CsBz?IopKLbA(e!zqC*%za@Q&q1wtqO zpxx`Mf(zx=f_Ck&eC5A7i*+bwXjoyq5-IFgXjBf+c=EcSkNZ2D0ZXZ^oRyvZn&CTi zP(SB(<|%B62xrC?KO}UgF5xQ9D*$RRG_XQ8X@<6J zzDP}AImb0SAkbJiOu6%FGf~A899d(nxjJ=`C3s5MA0ac1R)^%OUR|iWBfGwEUx)FODoVPtuv;6Vgz9IFXFaDP1#~BDNvvi$#zH|sKiN9jQ>!8f8Cqgh{B-W zPRYy*c2{WW*5{C7S-68Z9xMA?It0@4Tr#pUqw28wK+R&%$=$R*VZ+z;yS5f0R;Y`v zeim*#!bDt7+;GKl7J^ZsQB#(&fy;4~$fC?(!3X0aZeY+n0GlSSWt*Dz{K-;rp8OXT zlKE1B=qH%f5=@9u?5p)t=z&Pkj})x68V8N;8*l`F7ZAuxYGH9}6HwkVE2$P=1d7bi z^^sZ5C&MDEH0uXVuu5*f@$s|2Bzi?$XwUbcOu)cpb`o@GZ1vBS!cJq zD1=t9TXjqB5(7|kq=>`hX;>~3pXOTESzv_lnIukN>h4yFNZ-X3z#}+?anjXvz2R^~ zytHw4>#)4zXFBl-clNVtv8)OzdZfb647kG3EWA~NC%;>^$i}TQYD5p_oWfMu2;6-{ zDX_^BkdPQA51yJLAe}j33#IVzO*65v^?*dp_`Zszh-(+!IO>ztri~>m$ z(u&z2qKhFck2pDmlYCffP9i~y`p(hrlAlUOWYUnB8>CIus~VBHvF-Uv`bfp@B;L4C z)_s>wL||C9Z^;$mwP9oxb=km~T90LHoWSifqNv+rbug{a$hefzQ)O0J)JHHHTl|1` z?<5))x|=8Smw)DFsR>{}mQehyi&OB^WonpyU@rM!8JN;?D7XnFOIR`^g|ATV4ivqf z0-QL`>XM1>2g=RKR^xx^9}7tP9tTNpJWzW^7>=kaK!r#*_`q+-;FHZR=>2CDOcU^n z?1bHjc7rQ|FcsCokR@!W!}Ta=7m6-2NPeSR7FKxFA#KFYaOXn**_}FM z-mL=ws`9xtSuG4%C(P{hSi(^(*^IO`xRgXh0W@j_4Tyk{Eo#9e#>_>~78h6ovG~{h z_*)iqTKFUWH}IkdkD12*(gJH+(L^O2gKfhRbBs%6Wrn7i{rum?7_XO#IU9x9RIpNQA)4PpdQ26+dNDm`gS>aCQDXCh=# zr067(Mk-hl&rp$_Mvd?F@Od)LZC|@%i6S@_doVv9oM+kCHZ3L!vIlaR4B$2@_7K|< za4qHT4!)ZRU|C?61*{~y#^oYQC>oS<<5Z~lec!Y zAcy#^WFjJ~cjG-R44CG~D!Ng;(z!MpXxC>6A}W4SK(ARONHjE>hBok%u1Zn0bMR8R ziVI=6#3ZD_vFyN_7yO~9>vDA!91^vpbdT{PS_IhOa)Fqs;OLUn>N|PN>q3XVStGA2 zMSfXza#w!@49r^qeEZ7uep@*v^u0U8h+olSx-!y5G3dzK7zmbjIN31q2FyvDQ&?29yn-&tGoD2)rgR6Re7n@@t$740Itv00b8@#bWLZnj7sL!`lcyI z_7{-dl&Yg5`9Vlc$2(V}U>ryX>$qi_TH`_pq#KCiPuH8MvZdQ{DK|4=cfMGa_pwCQ zNE?ES)|Kl4S8<}!8rfD}vZx%lBAn1&SlT7LGLfZH6ZS!7Eqh7}?Fm@A?mX?u$DQya zOUQ4w^0t#|jh8Sk$h!d~PvZ$G!**I@1+bo1x^nlJfC*a|QWn}waXCtI!W6BnuBSuG zf>sr$=F@_$3W7y!WIYzWu7n3H%csj6T}^|`8XP5Dt1*Vi_VPG@j*Gk$b-BM zBsG&IYZ(+hRb?WHGsNO;^-9R(mO~`bTtkx-P$9BVLWa2|9*ZLT^#hjMO>A3IARXXI zV&9*od%sUSszaUlq6L(*C;(+{V2;jx8wXjI)c^=y-ltHL7$ZUGzMjj-8-s1gx7$@I%WDJ|EbNMUw;`TCM;HA~qH3V#X;{$j4W-h+_`0DF;h< zJOXYgBazYA>|blSs|=~moPrb9Bt?sl9mKXqFO(AUjO?X4l^oOwAKDm@b#dxJM%%3hX1zXOEAkBnw5_r=MpVTj-Ox{zw11*HQ>!s?+o}%|ZAagbD1a@dDt!XPz7#bC9(^GKxBG;zV32jru0~Er+Jq>+$WMRN zhLgWybKnsx^g!abhz)Huq3TnXkfAINw;b*?o=#@U6)%?Pnco{5u1+hRd5tO5#v}~E zpeVt(kRrb#8TJd%AydRd7_S@2F!j)6aBV&KJXe(nu>|kR#m@Y4gz(9-1&goa6loM` zYGO$E7|RoIDo02Rfha=j7yxV-Q6il~OwXMpE^S)H^t53h zyV(P8w2b-E2@6d_?!F3S%4kg{wkt2;T%L|S5Mtf2`l4v_zG5}yspa|Sj1*?rjV{Kl zEt+R@crCTG*bFIb>WV@j#hBOB37o=}jB=fJzbr-j!W8S-5MZk?X!ac$Wn=$YwxWf3TNy5K5g%Hg5+| z5+U&x#k0{&RyT-2@*2w7Q1(O?vjHx**xOuZy;Bb)meUi+s_&T+6|_={%#cg!i^2t; zS+gf1I}WZi6s%J-wbw1Al0i((x~eXIwGw-2Gkz~0XkHOu?L@t-bd(*t<+&$<6%Sw! zlgkdiNox6X71*Tp41ia4hGCmORahEp09*d`Y&wEb-d^q$geS7+#qd!5We1#ezBxYd}X7Sl#bgc^ytUhex3ngCM@F zLx!awESs%yjPONUT9c_8M0f@&^`)F3V#iGLhSpFHc2=gU+#2D)zS+AQoSxLhvTiEB zDu>>2Nr#Q499)4Vhdr;V6jJT*`HG$z&5{QNL>;wE=8;lhUpUg1Te*_Yi3d?!w`1%G z4g6-X>4@zQ-}pm-mo?KQJYs+R3XpmwCks<*7+nZp!%HemnL>!!yBiQ1Ej!zl33n(> z#j+XPmwe;V14@FNw`ILQtCEiBPoz+!=I zt?ILG7{bcJX8@mI4%FihFFn8n(q@xT*8DP_6r4unmHh>4a70Uy)`CbnFkRhpoS#o-FKHCm8fHzH9<>xPtmAi4-Wcgbq(z9rHT081KuLq? z6~?Z zBpkvFFL{N3V8TA?U%8en2mm`D^wF6TH6q7Je~9u?Qc5ls@dc9yLW^+-3zd*JxBW6d z5{4|TkV<$h01+97g7f!DVug%glM~Qo-`N6aYp$%Q@ml$Z?6NtHu?`eBdJvGc>T*2M z!uI5v%oz{ejTxzq#nx^I!VD=56M~Rxn(DAvfItNn0IMGty-~14pxBBF`brj+Dm<5@ zrVpCE6FDl6DT5oqP>>JR8fG~F+=HVFo~lT4|PQqU;YJT4uj;D zXj6<&`gMxVDl#eNG)fU>RXmiuE@8C*j);4-Lri54vdkJRG|LDH)vC?=Pwt&sV=Q4;hc^O} z3zS1KHt{pL9Iu+NYQH*&6K?hu9+DYJH{nI)`;*xS4{(=EiH-Te(8aek8qAKM+at_QP7`mC z*I@|TO0jWx_Nf5hBW*lRMAq@%-rAuYT8|4$4?bkrI=|EbTPXtzBFv4A=z4YM7z@g! zbtI>Gj9UKj_D{dXWW0IhiAcS3a?m?fN~gO2k208xc65hxd~< z_ftLw;WEN7=ACWvKz&NWz$*iKyr6GqE!DDfq;xaQ#N*_7LyIAn<#KHg$LN3Lfy9|W ztGSdL@f(dv`1lBt+J%5g0*<_@W>H+%@;YfQWhy5e;IL~~FM!B?`>JlJ4tadW9Y=a9 zqKH!MojNc$dzh-DQhho;LOADS-x>n`JWi6V^xcI+()3&V5x?r-) zA3ORN1ENA|As!~?wBMkFqCG8d3&4|d!~(`E+mb_A&+k+v>+gu4^e-6dH55L3l|-O} zJZlTEV{HNzPm-H#WxWDeKIE#)Yxi}c4{ShByx29%G_jQhmYl#YnpY3hEPt}4NaAxCHBdt zJ*rIW08RiV=z0r-N+bfQ&8-oT85oi0aSA|fACOd;R7XMcba?8d2{$IK?(E3A4UqyD zJP_0mK$jzUOL$}WC4VHvq2}b&)r++%w8!Z3`ZLYO>cCP>y&`lbDRevPt|03j+>Z_= zIuyp!TO{Yx@?@&2gZ?%U?2EbDwGI^J7gB?^PW;GcJmNvsv1B70Jt{7WC%pr7X+EOA z%~F}sDB0p!2oYO)=+<1lHx5>Pm|c<(!%tLVKzlbkME4HnN#w0BNRhQ>dyqFUuKix= z$wl^2Ss~~yE5IDvTd)AzafSOesTWJ{en-_g)NnrmSf=NrkZ)rhb=L4i)-x=F0acQn z9P1F&PU(T7RWCPvdpc&^h{oVt_{x$K6E$?oDP2^vqL z;3_^?lSvB;D6e~PPwW*qBhL=t4x;rKWNIm1$utR%Z>kPdCr&$7pQsCEmA2LaLq4lk zvR(y)e%&1abXf#}bzvH(9Y9!(XE_zPHnuE}3#g*nHmkmj+;yLN=xOH3FPKf?U%q}V zJfLek5-8O57r!ea#UxLb@BHYwj6=btsHFhS;W>$mu$2Z37Fe26kgNWvnYuDN1mwbw z1lICizAq({RNMkvTMr?q9<>=WGBX3n{Ou$=_{UySqiCG~gI4Pu5uh1s!DYT?oLmX| z5R7U@*cqv#2ePDiM2U+v{YxzkX2l+-0fGwp62&6^sw$MPh)G5ppxYKi7#5Uc?5)l9 zBnIO~T%3lh9xhKXnbCY*q}MA`a>;Ip!xAG|i9!CW)?3iXQ_@o1kr2@KbDbq&4K%MK*evGb%7>j|8!m9~aU~v{`2_ zjwqVHHW#j}KrS2fNacngah<@%x#ebcfnHZu&9}WI@8RcKU$j!jH-r2gf)d6HVXjmW zM6F7PeWfA;dEl%scoGpSrJCTeLuUg86yaQ&A*5EDYrxaCx-0#FgHnZf;J9bM&RV-BW{Qbn3y|rpczM^@t-DhOWxM^0{R`-X zktGpGPLo&_P&*KXXvAzALI#^4Kv6iY+&@te=U}GngIWc4l$U4xTMzY);E7_=p&E~? z0I1vgU?_KP&|!u2NDB8AT6QD;S&u*O(hx*-S)Tk9@VY8VNg&FQh~IF1l6PdBv01A4);h*))LG+Ny0{Qh#V&&%ylW%gaEdw*E57kLh__# zjSdSoG|dtnoQP5a#m>CEPm+4NIch29cIaK+)5bz@4e_8b2vlV``?)F7sx)= zd$Po4byX%12m~T)C}F6D`!4;so=%usr!9BLzE23r&K!&{VXu29m>L2+5GRk@np34H z!m)+{M5=22tbIZ|971~2jtA%%QG{p45JD{;v2pCF=;FF2<7$FLZ&=m8Z(lktpFK?DR^MOU(@?U*{Z;qBPka0-~&|JRNM4%LLYCcJwsjNh#$hT zV$aVFYihmsgCjDntCZmh(Z~T;PH;?4o7(XrFZclipEaeiG=XquWMNYnc(Nbxb^#bE;}zkpSy3 z)1qk~kfwPVM5KN`t!#klRgIkNoIcmclR=Icv0lIIFus9MkM{eaM5i&;HcjVITYLfy z=V|@gOr$3}^h_^b$vdnSObu8d0XI*{C%th^F_I`6r`b{asIL%x8t6pPp}8Nz_QHG@oGk~E)IjKeVhU8y+5%)T8^querR6r#8gb( zDY4L?SOTV6ojxNVuYsNWl5ecS{F2ZRT4JXyG1!<7j)E0HmJ2)+& zc>?`EzK!S5zY?-*kgRfh=OEl$h38e6N=k|1-8l28uf+%ven60!6$)=}bXtww&tF9{ zW><`)u_-t=f)(`jvr+E zygARZBQ{)Xy8;tMA`hT<9o^Va?j!3@L>N=dQ)9n|7NS7SRBtO`ZQSo#59XSsOAn5> zMk?f-8+CpLAW3qAVJi}zu1aYFpid}|n3s;J#r7rFbgrtt^v0cW#qU{11If_IJywSgNZJqqxs!8or{O4Noa^g* zSaKNBLPTn*>xj>AqTySc0t5j)w5F3q1(@3njDWHMgrvh)shTw~qEkuSf0oQ?X4s}c zn1nq}(X+WFa!0VG61!&i+kZosy^w2GNk26y0Y=|~12{7rqqduLY|Ug9DCw%clm$}X zq1OGcFXbEt{9eQXHswgvSbaJRS^Gd#v9im|E7_kkib+vfuC?t`1E2(EgUAboEH_FKy3l)9TMDIs?9$w zz#UZW#8zH$4+DDSg~SBmF`beo@3P)a2Hi;|MxZ`yB)TawZ%mg&0H8MV)9&aJj+9=K zmbZdwfMlm3_St-!%_K9AKYSPw;8^K+1ijuT%?X$&&Ea1bxMhy?6c_2+3OoZN>pK7j za-dM*AT8<1h&K*8u+{c-g$O6I=}tBPR7^QC1Tgjyc%To^pU&wcJ};WpN5~M!ZMTV_ zJTYDNO*oW*ISD;s%1T1zBXPB4E)dU=xSUGsFu}dk8+jTB*;F-h&I3gcWw8EAK&u}kXZxG5Zp*=&%()#8eY|q z_DVJv&f%ZJ1Km5t^jvq=RPu`N_*Y?=CsKtQMSRc6ZxM(;4S1Am#H-Jb4$Kq>+s@*3 zCdAo@I&7hBWRRz=J@*Ip{xm4#!l0BYwlm zXE82Fj3Ui@xzn1V%m`4s*`Yqc(su|=o@c!P?dgKMO1%3dbA)Hp(G)JZLWk@qlCC|g zLsBtpo{d~C{Xo_5n63c>;fHfnLgJ>22P5Ft(~R{EnDl}$n)B;Ay`GO3e2c)T6p*`l zsa?^q=%(XIedC-3ovq2j!>GkOqoWWNO4`-nFVY_007k;9Pvuf|B#ksa$WG@?_0;Os z`BN({s(aeIQwYKAFoWWE7oml|CdlqY4s?v9&eY;O0M9`%NQ-v1^1U=e80a4~HU!p+ zlwp|ZC|q5x7wC%iO?!bqF1Bj*f*{0Nk$6_G4H^Gymt@tbL5uTTDRNr_sryn*DyS16 z(wmye#?Wo*-f>LzV&Jo8--{yVNH@gUk=QG|chD!w*xXV8@e)=z8=~a#^vf+$jz(fog{PH&Sy~QJJFdJv$jvS(R~WP2(&27N_dzq&XjbEf-3TJ6Mw0L1t$^ zy*^K#Z_)LC{e=r742v5JiPi<*CgdCUOuU`_*)WFapb_{;uDCi!yE{cjYO}L1fj=fN zbt*E|CsuVpOL7T~$lo?C>g8pU)X(7+?Fr7NLIX8J2$RZ`FQF5q9JrwSTt4{dV7Qht z)57DWc5e&tj{Z$=`g2R;3U`5P%BY}?t^Kx|Rl)W_U5Xg2)vfJkkyV~bUo6eC=TM~E zNS+E3UyfBpSxrHYth}2?PS)V$)Hf%xlnYHF`2vy$ZntJ>xUJy*OOHd|^-{SKIkYmb zqgz-JT0bQwtE^Y-1p>m=owA4sQHyf;R3ITrP9-G#US(OE0nnk1+ZBD%Nk+w;VwvX6 zvvSA0Jo$8mwxL}as1zr*Zh<*l{Tx*i%$oWry3l2z-QQP8O?JprL)t9Ze~*$0sVhZ4 z4SzfWT1s~jF#&K4mciVyusMnNy-I7;LOaO(GXT0m3{eb>?qD}O&_NyZ=nx&SSrHMb z|K>DMCl)D+aGf0jYL+z_(!US_09l!iSp>s2n?L|`7B0TS`hZ3lR_YBP_*3CIX3ip&C)Hv57lBn+g#kFOa*0#8UtIntmSB_ZNc@-KGAYeXaX|_ z!o!5i0D;xu82EsQpsP_U0KKM5kgV=$=OFRtw?kV%)Fkc1FK6?~w8Wqh z^i=NW9T&3YIv?%j&Z?)3XpAv#A@d$f$0j~z6zv3G8*MNWFik#~?L4+#hQXw<+w{`3 zgs2X|Y{^bffh8dF=U3(ZEE$brI@3~CE7n4QlV63XPeMHHkQzk}?xL2$MQ5}&IAz@= zE2yp_E(X?2CcDznY<62{C37k9RY4EY=uJeSrh;~BO+51?n_0ZqVzy27N?u{3zUHYa zr=n2}DBp^}hlDxiosxrkO&}T3HwPA`RawnKVKE+lB-yCffg$KGLOy{^70NU-MuiNR zQl3=GsTOL0w3B2R7fEFRr?_lSKb zGiWsb@l9fh^&Q&2r0r={HXuzqdEM2OF>2TWDL$f=W${Nw+1@OnGS`};y4FW@VmqS8|1Qre!fo=jn&-QQ@#csLUZ}z0 z5XOoh!o&lLn+j89unA*!wP$5|;6ha(1T+6=d%R`S2u71^LAcvKpjAoI6zwegj=vI> zsOY)jAYZFSRB;uJ+;xUBQ<7t&=xIk%YCRh*nilfVpox)Y$<-(a<1~LH!7Bv0-+hc_ z1Z3QO#*zKf0689mXzS!JSBG7wJP&6o4$8{OYijDZjwKElFWs|!yT-VsClnGl3+<&GQ=5(e?bBw4c z5UEH4$urUzIGqnt86Evs!0IhndcP}Ov4V0+fc%Y;+3$B!!kyqfBu$-J?IL|Am2MEh zdm}4`DrzOYG%aVgF^F>;ed(d%r|khzC6!tIz9rt^dxIQhu9uBo$o{nsxfG2#QFTuQwg_za6~!J<*)nRG-|B9zoH|DxJL&r7^E^Lwy*1w^8*1 zkPoDh@6Je#6sh(Jkny%Cq_)I@zCI5p$wi&eCNx3)deYB4sGfMGR-?`f5P&8G1a%Ng z?7Da6ah#kYAYrUW()N+w+>t7!LuU-EV!&4b9z6lD-6}rTBpZ@((kM6ygn@A<2R?W} zKdu2EMB!{;XppE*qy#&0ewAQ+%~P~t!IwoQRUVq!qjU&+!BttE4>rcSajqOus7N~a zxtp-}`Xg54htfFIC&R!ed+3fN^f0PDjl5&G=!A$htZ0;Zs>O%}E}cTcY9V-i0x)up zuXDavJ+(@IaeFQB<}3>-$O$N{RA=j;5}o;)_Crfrdw+Ha8Fb#Fs#Ovl@5d-R8ulce zJ|C8Hu8Bf$lUpp^>D%e2AjP?FqE;`PJ;)w}lib&;H=GGK(bGoiB~=gR#dvbjd&%w$ zk-orZj}fnlsw}tBM(RQRF$*bK6Fsiex*lK>@h;TdpmXzM&A{Y|#f=Hw+O$(G!x)eQ zs{;Y7(!Fs_o~Ucg((>)2M!~B?(m=Z`HFe2dr46`yE0hZbBOUfdWTV=6$kdtWR&e)kdL>pr0AhSEwsI3Hg zQHf`?84uFnp%(rWtyQY#+#7MA8?FUy6oKW2`n_rbV{+>BBe`{lrYN{6Q%HXLS^o~` zLCU15Oz%l*i7)Sg7Pv!P3QMmmNZ4akPCKa+n*in7NF(5)7(L!K>YZKMtAf)pHYz{Oi2~x|h}v(~l4?*9rAxY4siKhl z&1JtPZ^areitn|ljzAd@>P1JMs=%vM2+@M`C93RX`f5@t;8Wx3H@Rq`CsjKLZ~n2s z?l=jTgS#vyr)3KVH3B0!qcY zY)YM*TMmis_R}k*drBR$h5Xtx*!F+A!W~6Kt!l+K>Bue75Z`f)!1ub-m_VtocEvh- z&4OZ3JC*eg;$I>79wNt&X@O#o*gV;c2w1DBxk$BEf({|Lk;jf+Jn+7?lAxPCieyRMK?}4Ym0jv6E*VOju2aMDa^HOcW@<<(G zE&2%O%d5sJacQ4HPY5xZ`7W#pB#y-ifpxxEMF*U{&A~8m7B{J(CWw|6oe{R}Yl<)) z94n9*Mcp*dN^ZvN?o8oXlTo3$>=vz27y{v!@Z6#^!WrG#nD@TGUk`?<<5Sa z9sxCa%u#30y2Z2}@EYZ4y+i?tLP!neAP&Z+B5BxiBtf&$7<$EICsmdK@EDNkIJ&VE zw~MA^?b4j$AOIWd=n>B*d+IQFi_p}E+ZUPLiQ`R4Ux1IjDM)?g4EYZ_{WM$i^rqCcAfu`ABdbzCxjMERZGyn~SDG=fA$@n(F9n3FPQ zPv;! zJGTbvWvg~e-OilS_PVw8=mA-oY51;5b3rRulj!&OT>Q4t+hFaU)h8ARB+aoigGOY| z6aumON9Q}wa9RDN@b_w}uNdQnE*lw$K&R7@jv-N$Pw0QjudV=2M>Rkp>Vo%j7L^-L_warOSAvQjs=oqBkfYKZJKh_N*bL-l0DP zBwVm!fbTBzEfttv%rr>TyN3F30B%Tz(^*P3XAY8S;cp1sRr!qM4GrIjxtm)Xy@_oI zBV$8BA+7rH?HF3C>F!k_PVrYx+Ep85Rv2=mNZ0h0xjNDv%n}6JzNqEcFLfXis*>>0 zk|$={p0UzyYOwxp8aF2P0eI>)JUdal5I_-S%_-0(?`f^plFgeN=6x`W{ z!g7uQ8LkLjmWGX{v|%DF0UKViXY|%PJFS|wQCd)=cyVqYp&pAuiMXE1@1x!w)09Xp zlkY{24B86ww9s$Hx#!-GFd~ZqK(Uc)6ipo60*ofwDGjMgX#^iZuo`THj;xZn6ey-& zG0{4c3rc|W*Nrv%r7gF?9+a-_Pwi`YdPW@S9a;DfJ)~m_1~;?^EM$inZFY9ePk;|Hixz1xeCsF^_BpoJSIBG;JBjzyx!C7e4m zZwR4=1zSBtkOquis;_OpFa-{;#@SkwS#zC7ch_JwKO={S*JdDB_}qn7un%*9e80Bt z!4Z~9Lw3LZ`pLrx1NzOCGtMk0B?V;6VEnzop8`<-om!!j4m<2rv76i|pN_&ktPbD3 z8+i1?u0g)a-gT;K*N8ENit+7a`nx8tWH--rTJ68YPGnh zI?vRw!`=1vav$POIbI<4^d(f zjiu`vB@8nvO(0`)J(ou2{ zhboi=fWopDL;(^%+QUlrG%`iGYT*0>QTII$w+!n7;-KG~kY5i~#eCZNe0ef`+79<-) zKnxSAmT8Hd<4$+V82)AVNCW+nr?N9qDp}gj5vY(q}sM(j{qkL6gZrf zXH|(btXZJ@iW14IK4~(=oFITw-5tiHzaH8wqOir3Fi{?@1~f7q2scWlJlJ63bEW(-A(2t+p%0bN7kt96M z&KXnFMh7Wgjxyg3^lAWAOrfe{|EA0YQY$Z#wiVl|h9-pVL<4DN>8-F#szON|_C|qM zG)(AaWGYk?4d=zy0Zd+(zC~!`x$Ywk`Hs1+C~BWHV&gkGsLo3pvRPGncrP0GS|W37 z8XaO~w@w)JUWWgtU#use+8U?qn+|-Wj1z^pi8)#MHvhwLKmwMou|jWXC81>#db<-L zVtRlrPSxCNibib$oF$_Bzeb4c26K5+WVaD@?T9mxM)`CJ-Lbu8rLAFVOfDfII$6Ou zZ46+j1u3(p*`sz$aPJf$>(hEPFdYo<2t7aq?Hav|;tHy51q?+yjMF zzrB#)TkP6ybI8pj){t3`n3bg`e}Kz7@CbK%;mQ$icE&r48&I}aW%x#?B6aQGUgo;yc>nKMw}EV^#h>uv@FecyVuUR>g)^@+rt zDE5i|pp|0^zjX*`UxgNyOxKsEW&;yx(@i_0qf*~el?LxN84jT_d3m;1uvg76)~s1U z0K=MdBzeGL*hn2H=uct#BGd>1Y=yzZ51d z;aQ^M`mCAS@KPq6(ys0?#Z(z=;ARU30q`!Wc7Q#6Pt7Iug|+1iqi0f+K1f}3jA55j zjiC=Q(N}_$EktR2B%#gRlk7&RUF53lO{sBWZ$aqAY&s zOEth`GF6e%YU>0~PAgACMpqni=QFROwW}eDINVh($VcCw+0G9{Lb{DdA#ppE-JYjO zcSc$#G&pt+N1@!0s;MgqO1koMf-0WwhfES-WymK=M@MgU_+awWJ$g4DzSban6o?`; zT&h-1e)cv9!G|4kpA}*0#ctxK_^WTjUN3)2Rp#pTN+C_;vn>j9TY&e@YnVBAb|nDc$ifX6GW(^g1i8gV^Q@o6|7{7D&T56It$+0@JVNUQ z1nU~Rv}5kvC-d3I(}fzbJ0+V#LIRBbmsNSH$!F($P65k%a78iE;@v7>_Clm;>C`yt z@`;v`dcK=$bQz+40cy1m(xg+vv~teC`f{o7JsLB)YVc8$PF)jBX_|8`m6R|k>+I%H zZXH0+25Wda5+u?s{oaVEQJ)xMXBvHt;x5;DHaLrQ$>0tp3xfaYuH~m^UX;A@}FTO zaq;OS@HsdND5{d$1{nhq-HoYPMku+7+q2!@bhzAuMPP&xcWpII9`h}b5zKdykmsf$ z5i*=m^AVuJE3%bW&d_!t=H!QttC&{ye7M>+{r$EtPiJ%Ludq6`-I!Es#%Rl6gON&PRXU=!MR=g}x>^1mgtElkMAk(9uVcVyt z#?;h3gak9am;6BbO{u$R_ep|n?J)y5$G#zrx|S_UL4~vc z!lc8Ujm%U*7x7TcG`)htWjIaN=?&alkfqP*({YeuMyxoZcvVa{FbTAr>UMGSi2)DV z6}F=7q9%R`*&Bh_XoGE|ryX{Hc>%yUuqv4$rH|+#_CGrk?BQahs)yFflq`nnBJIzk zsmXrk#^p=~d6sQlf7Mwn+WJ2Ye@{l(h9x^H$=vPzy@wRC{EU+Gh5l#p@}xv1G8 zSZM{V7TBan$kvTGp{_w*5<~Zx5n{-m4;z^-fI`GA8gzg9RSxihV$I>fIMrE2$^_#x zNv=t7kJ3;C#rv9A)#@#mEhz(gn6p%vqH!&=B*K}}MFKhe({Uo9UUKD} zPTa#ONB1SC^onF}+~2D>)7*h2U2O8_0h<|GifPAq9PIME>QUzV-l;H5CJKGPn6&(Q zd)r)$c_%4y(n{d^l5acuGycidDpFIoI|?9MWXemE?>LS~qOcS9`bh&X{3&R(am}CL z6JF6@6YGr;icSPuk+k3ps0d0}_%d$o9y@Ytjb+oYAq#fql6#p@T8cxJf=u@F=Y0T{ zA@-UmzDzDi={Q93D3RO@kMAy|bDc>eHl^s<16QY{b#rBjl@}g`Xo=0$sgb*`cV8u? z7b8$&dt+na13e69RZWtiK0AjrYx(NltRgOO7O;A-RBjRYg4R$IfN@O{qb3k>jOMWN zMs4IHbSgVDjl4ygD4Q%)?dw#W=FcBc7l7sGBt{@`G25X%>il|hk+7K-Q9x)AnkyPmrsB`i2VH%jWOw@6xkQ5J3*sS_Uox7$Azf6_q$-r?CJx^bdZTy} z$H-8C8h12qi4$(m_K61}x86353x*;q#BvMmjq%xoYB=qkgxcmQ%%+$1*BcEumK(cM z)teDJn#F6t)`Ss=gOB#BwmY;<9<`+kA=P#M4E9ZT>udnTSpaJ{DHTm!hoek-WYmjP z4>MG_Q?jPC4lZ{1;&n0IQ9a1p5)Ym3=s`sG+;t$sh?!lMvCadHn>+K;hsE3^&lXgf z{O|rawMyS?*RW1K7gmL@{YXp=sb@LG5sg|X@rqCKrtPtu=3X5^_Hdz6#cu|3?vmZF z<}!Zf9~(RaU?*Om5wY!+LIGF=b<+kiQ@5xFo{r6hSrsP7ax3dAy(3vG%w*X|S!J@R zH~UM|7HHq+v+)l$JqF zC9(NABFe@_z}Vy}LW?JKdxN!O z?3%TSQFv8UVN;Wpuqo-+6M;nYTeV`ox!VM-?o^axcY`JM|NhmGSWy zRB6DZAlXjnerJ|4LjaIK)IX&Wfiv!NcI3mmBj09B4TN;iG-0qvH~)}8R!r>{vrSBj z%Kj-Y*H~fTKsgc#Tzw*j8l$HZvbZfdhl3R}dA7i9Uml7<=`3Syx9*J=NHlOz^;q0a zm5eQ7lMdeTFMFeJQYCUgrl8&%5GmrVuFj#DPiKGNfQMpf<>R_=eg_uN_fOXk(Ck2R=4 zXzD_{QxEM-m#gCvwIH~;0-lU>;PYuxXfa>VbuOEaq8(w5S|q~%-kT$OG%qB*2M!16 zw5!$1W7xMq3sHo6c~o$xO@5h?;SoBHerxj?Xl#;Rf6^~Qb>p|u4!Eh4H8UOA7dnqN zs}2jzSXv+aWqWrYO(5R|#M1NE@dD8t*CeM>_X#4^z?*yQIG;s)h%FZo z$pK>P!w}<}+HD`e07z#gMwd(TN)0XWRMb&n&2+IgDfGWQG@odn6f402__r-1wFUbP ztGv^Ykl2rWHli$sED!e)s;rKF5b@XVc!A8d9hJQbvmpueHONddSfea#R3ylBnLd$2 zm@q+eYlX)~G#fM|7Sa!XYZDgd3=3FDg!xsNH(OGPWxbE8kYVS+4N!h_Nz_KQob+Tq zk}zH6k#{1+ns*T|O7^6cC{y{^y+54I&22*Vt#erfEOIR*Xa>i*O_jZe)A2-QMFrSP zj=qR)P>-+F5)PSg-SZKv)!3>L;Skb6F<~lHmVFsWr8FKgu#6Yx7>&|oQlm5k@u8M* zE5R5>1gY2$2SG??6YuBF0o)Jo*?Q+@clJ-+~B1y(_66C$e%CLI~6wLZ~BGePTq%+nSKin5XSM{2%;iC}alLJm-NYi~24lpSR4 zVYW$?AP`U{h^)8uB#v^+;x^L(bb9=3ZdD$ z$r*>8-J|nZm1znBFGWzVps6#7UkK7UR8N{;?YFn4;5>-l;M>6( zLlPe=eE$d?E|EcAFXCn3M;_59^wvr-VJcf4khefr5Verei3FQQ8z->-+iLvN6Mc72 z&&*T3TB{y%1yxt=lr!gOIU)zxQo^GD9#dc=`Gz(9H>1{y2tQZ=*U&UwhbPF|>}<~kJd^g58WDSg^&E|%Fr&hSFHy{)=nuVgmF zt4a5HC?g()xD16HlT+g3 z#@+fq*~_OBTMt-@GEe$a+C}GIYBLTCy)@w8R$vH%MOBivT07Hnq)^2ocqtN*IlkKdN%!}ZGq7Eto*PFAiuY#wc8`3>aMBNKch}1Ma$JUt;$XZMTMfLSe}E} z`$;KEsF63ki1?tVH>nhYqnWFb$KxbV9a;xl@lF@g66q3Z=iZnSoGQQE3l+quz$iwD z*{oZU5Gc9MDKax`LrDs#@b!;l9ZxMX9kvNqzDv#d*HuXoiGb0)5#}PiCCbcUdwt+ zt^k#w#)_=y-J+AQjI`GCcJJQ1^XjO*`3rGa5mk~LNl-z&b|^!dxQ>m8*V^?$C$m@(($Q9R;leY2JlijWm3K{zh8DmlA;iK|5+ydDIo< zo^HLdAZMig>e-TcKMW^NdAa5yRAd2GS{)JKMDXYz>E?-1YC?Qx9bk;7NG|t>2w#H~ zpVUHq*#gAO4S0ENzR|_j6kMJ;Mga2xNNKALGZAT~T@=OSF`I|*peAqtEl)gXW2mJX zawA>HMk?y)o(i?<&Y=Oyy?}2QfvxtbZ%ad($dcp&i)nYd-A#mOK%^}z=I(tj-HvFW z-+FgW(8tnrhdPin(~~i1DoR;E5y5{#)L2338MYX7Fx55gZ69_``JYq<)?DHIwAkG% zf*7|q$!bERcTsDN=DI8;mO(N{vC^r5)9XV})dL^|=NJnzRP?LD9+!_@Py!!S1BuE8 zP1Hk>+1T9IRrmZyk@VcvffRREi^bSi8(9HQ_Y#8Kl%rZ>b{d2whWpE@H3VD`QOobt zl4H`j1*JE})?4cj)Rs7}RoSf!C}1tEsj>kMYs%Ae)McS8ihqN)M6^vf%as~lnvCN*tX^X{ZOHm$}2~j)MON*e_0?dwrOpU2OQCo2d6unTu+Kl_;$MnLz z_0RwDiGQVcAcB^d$Jl6+B2hjVd|QWXa-BV^r?U{;2#<&`JhkL`5}?Dp zr()TA%*ZZPAHdwzLcwm?vKoex2XL{1Gjd zHT8vw&~by!lC9vZKW!ljcfJ@Bxk#oPv02e;|1Rn9TmM-YQ7_>L)y-N$RHk(#CubdR zT@XG(T!@?*d!z2 zjHJ>oG!-y{TBbGSUS3#=wxA({+g-#e#j@B-EkHyCR!eSe$cpHs8RC1*q4}g<3l5sH z{lW|ez%T@Zt>z5$5+Y=(M{QXA}^| zQ0{NSvG(RtkVQYPL9>KrEC*(HtcpA&!bu2Cj4xcIX~LMohTpRXb#}$=12(F35Wp&GmciuPI8vRT zMRL9V30w_<*$U@U!xCf9potsrbf(UtpY!`PGg$0caEXY8` z2@-Yd_X>`UV;`1TuO}rF@^qld@{INEy!SN~c6xOaYq{d#n-|4_xwL)SoaF;l@tgBg zcdCU8q{g%$&qL26^zl7D8bM^eaDbS1={WB&B?{ZC5aR(dt8a0NQ-udZxBAwyW5TXIf z65#8JmBvQ9O)G+S-jj6Aec3^8Ta63%szH6Lhc}w@uD*@>w|gkt5BDqf*M*8d>Xyd&GDZ#N}Pvj2cF)uJM&yNs$ZPa!8pd~A}zumY#b3LX5A;B(1&nZ1q&lW zQXsHg4alL7s2qB)yUZN$wZ=|QRI~=xJ&d5z!*U^-O}PmLt@c2(sEWB`3#soI%Ej!S z1{qCOnzm4dz20%{q@#C6Fz5uM(aq##9@fzzwBq>~r6ksX@(@=gZJb=Os_ zPp1ADtWD;w$-PMY3!2>b$0S>YLba3by&N*sH8otkZhu1-#&d(5i1m488-$Fkov<&g z+Pr^L!yOn=ivUxe?See9ld0akDZA8K)w~;g=s%`h)*sDuO5S!P0VbagrZ%#R1hqUSyeY3JEx8Ehv{Gn}6 z)o`YT0_1FH3pCN$$%v1)l!h{awnFFYfv|VwN z%aoNP1~cYe;_(2X8vtcnvto$xomAMcjuZ)c+ie^z*!Easf?MALB$@-Y;YQqzuJ#hT zCuLU(q88VeOg~CSgKjM+C&)|?LIZXn>h5DtSw1pepltzr!GVW3kUNeOGExXRGz?jC zaA-KDCK{jjRz4nZUm{yf&!y4q6icH*{94A+TA8z>{<;vqNjsD2*t3SK7EypZq7#|z zWC!-CgnnQkUjWkM{O%$(GBX7xhAxK{1#Nzo`dCkZ)D$FftT!l;q0pKyoqV$QMs}x~ z^`KYxi32i^o`X>BwXIrCTk6fkl>+sbBI;%14gjpM;{i~hcFIt*E$UXNHemPD>J6Dn zoTzCk-@anew2#i&)Hjfa&dw~odsD;nbaYo&mOpEg?=3wev=60uw-CP z&%yjA`<@2S$qM)u=$Aw>FQ{fdPQM5dl!6{yz*VKk$Q93JzTM$hwgS8Y*3R z^_Bb7*y2w4ysaL@g1vM)<^Fsx%LA{;{k6>+w5)41wC}B+@X;PjJxTwe434b3pSiOo zN+U-J>FH(|MPu4=1$&)ReG=>vnPp#i7s%F(`hSud% zk&#k9CUua4^};Y>?$%lDgjd$n2}m@Trq5Lo({5zfYHTMY5oxJP;7O-yQVQq7=RY+7 zdc1o3o6lhHs=h49;qn8iQLneGGqQi6RNo=GzDwb(A(Y7A5%El1$v0F5#``9JqEE;N9 z)k!Q!V6j^RZ8barDU4Nd4qJ|SYZmt`2Q?<*dM_eJk>;IVo)ZxtAVS~hO_O%ASVWw# z6LHOV$dJj_*NIh2xzH-oq)NsMH#cvYUX{!y4y|E--i0JUwOE<>?)4C$L-d%Uc67sB z`T`-<0%|fXpgBP`gB8fNdBOoFs5tcTnoY-eSO*gGwC?4);6b8Fj}M{ElF=Y~2UoaISs#Jv;FG6e?w(i|!*W+L3ieELMStdf8-o zT}4vd2_@IMN{V{uOP#J7_BYZ)%kE>|FG{)GcbX&ZT9QxnK<(+iN1KZ}O2TInk&&2d3V$rPSYJ%vOk5M}9*W{G^FET#y5M77H?+kTp z3VP_%b^7`7xo_v=29C_xR)jps%FZnsfcBoXnT8Wh{Pf!19iUTCNi(feL>KR91sA1S zVMgk3JY7X2_S%Y?vZUD0%VD`IAK}zHP#CzLnJRP<;z?3=EW|@!-JW-8s>KYnQ}Bfv z6Ftp6KAAhqYp0@cjKf}KwY2m`K`qnc+Ojy2m0*MsGQ|98sN?B@)xbUOCsPomD|q^kR1etlCf?W|^IFhT5Lv_fg13#-vNq0K9RbZ_yK) zgW#$dzte(LF|}nED7p7ivNUGs8z_+Fy5)om6rd@=+63*Vc?fA{L&$Sy9b#|Pn}BiT z0!jbU33^mPKDE$M{gS2$Xa&BPo10mLW&Cq|g5)VOmP*>It?Fx#uTkV-jeZjWshi%6 z*z}{$u&dpRU5mz3+Foz^>cRrkPCHjJ{>hy7*4QnCy`4}?v$cLEtExkFZfqtP(waOg z>Bjo!)N93#wk45>N{~mAzD3T+1_Il&0vhgYLB<&mgZQIup|H;uhylgNBmGmIIS!1BVIK%?t*M zi8hnyn_t{W%OloP0tc4NhI~duPnzyNz?F$)4n=AZ<<=>qiepDSYR&?BN!(Hr#*t}D zl2gAZJH3?I_u#EbrJf|y)PMY>?eiEgJ3=aGvgKIDyr$Qh&e!;>IU#KL>ptEiK~^4^ zHojrV;BM|ppn>9>Yjh0*UXs*f~*LhfVFYT$~+8o z)L=?ds_tukVU~6$ky=WEVn1QiKx`s)CtR#!=6Ph;xJ@3i3asbANKxd91FLJ?(~JW}YnGmZeub2o5d!_JZHyyt|d<|+OA&K>=` zij()enh`*K(kd(wpjVdJ7}BLRs=^~F!2>z4&(~bbHAMnrebRIR2{Kc~_i!C_PY0!{ zz~7C&!yM#rWHc@V;?|tSGVW*)(GrWf6$@A1)!qak4?1KqJLE~Mw>OZbeX}SWe0A$& zmQ~7~PIVoaYEVkVR1?gGX>aIcr1dsZac%6vzMX>PHgq;uVMwK#te?}1BV=`q5j!(d zR3fdz32|=`l+)mh0Welwg+F}f0v!NCO_VYmcI2$+1ud|iND*?vver$^@7B#I#yR!s zvK2TsXngBU>0X`nFvZzRSJFWTJq>8lxMH))8!RM)g^49+Hu;(e`U;RY_T4<`x$X%8 zA}RMl)x_IGl0mi2iLHBp}iQqOT04cRqe83!WC$f0j#NNd=1J-{N& zThcsd`h&O_<5l495h-s<8f+k%#}F9fhaAD%jM2jgzuYbqqb1!5 zrK>tDb`w^>=|t+GJ6-{utTRl>!kjH1r1nja>NAnBos>o^Bp*+t z)-~OsNmE0v_Hdi}$z!Yhiiq#@0~YzusK0?QuqTN-7*dk=AHv1r97Usn?AA{#$OmwW zT~(lOIbm0?dYZCQ*K5kqVv<8l*nOW^iaCYkgf)l|MNc(fsA}f(8V7Xf4@P>;>fj(@ zI7n5o@os%cTJ0rb^W%y=b~1Np_CC%_@R13cW}<8<53Rb7n&&d|;%a4T|CxT3W+JwC zCvwE{87O2~eL9C!&phcA`R3!qxX8r-pLnm5s;bt?+DMo>u{HiEm|HNA~IPN-A5 z1Sts--$sO_XiE%1Nx$@(4H$H7);vVv)=Q@A?NVYhc<6EHDIal6{$Kg{#02UqQrpGs z_NI^cL}_O_mLdI_lz^hf=b3CrS0+fc${p-}Ah8&>rO9u|>b9*o;7GoKsHC&e?j^4kz#eW2_|K?r&vR#fAgQ z4yX63;m8TM+b#56y#QPHWmI zKtodFPB{Wg2AA8=K@1w7fU9&72!=U@Q`od5fDnwNZA=qNERU*{e^bONv>Syh)|T(C ziSrNqj+D)+NdBCf{;7D0$uA!El4V?e>|RSW?g z1h;gxpTS2kSXW8G8PjUG-F3;-UPo2RZrl;sA)YU&u&6`mxL2^WE(y`v<00_Yp;d%d zplr;5+~}}fWoFV`1T&JetFBRsSq^T#Vcyr-046f~ zwDI07lCLa&=$|kUNe}O!%n>?)g*@HCq^gck!2V-_p4U&18NuIj$*rc&ZbVV00Pvdg zwq|W5QtJFW<<|;{-8*RBNn2{y%5gy70!ckWoq#=uC_O^#z|Btr!GgGenrRAQ2> z7rT<6;j5pXh?r`oPg#R#OT=Nypl|7o*aB7z1-PbV!Cmp|`8FH6%!-h$eY$mi zP$Qom5S#aN5RE|47|}Jlfn0sRk&Nj%8KKIWI&=%MJKSPC=@25fOK2$@IshI!?s0F= z2DE@fG-TZD8kOLtC@^m|W5Hvs1d>(m1bb^yMg%0(mE^{T=(dn86U_$7(ZrJ-cSlrM z3kqz@Ky`L#34u4&Xh!Hh^Qs(5VMuHA4tfL3`oqZy`Me6uzQQCG^aP&MR~{ikJx8AbpU3mV(D4RsHIt%eU$Z96cnJTO3H6Ut1TH5?b8CYg2BZzItc=vf}sjJH*FRW#T6>k zBFdq{jUqUIpcjT(QR=z5)GnfZQ<;Gx_ijLhXlxZf+7x!k)=%g`e9Xrwk}H3!F8b3~ z>SetwWsW3RU1AZv6DJ-3kA#-3re>7_b!Xg8NUNNxpd-cL(hCaFG;K`>_BA2KdUMC? zHLgNWa+o%11ojnT+>#^=&FclKuEPupNK{Bl5X#mqV+a**5B%slYBBQIs$9B zNb*TTHzJ^Nd_>H*QXUyk2ns_D1vCO(vqLUutWSAFZ_YIo|g(=6Z27_pz$LsqMX zs+qqq5;I+)Bao}bj{3Zyhaxy1*$hw+VPiBSE%vw4lB@;UrGXWMcG7M&A;FU(&aIH- zhfxH9mi%+?t)W=OV2tZUf)*q*o8LDL)+NaR%jl4J>AJYOFI+rrxQ{v%OGr2A&TXto zHw&u`YdvSkR}`F_g2X%Q)XKC9WnkGy94vo~L0(yJjm{dF)#QTinVP-Yl@ZhS=3jAh z2`<413Mj*~t+X*oC7!i|U1M{~z_UCoN(#VU-9kvTnr()?%ELWUL&ROPVV^0B;)sKs z`l6FQqN5Nwe}ibe6K@5=% zQK&kR>NE!00T~q1*VNAoUjt zc814b6iiJY6ff}uJ^14%`14(~qkL#y@vbx;8&2sGjNP9PrzG0K=6@df!n&xcB+AjhhSN%>O`ycbab1_a%0mVoi+)9fR`$^Mzbh@X$dx31WmW; z5~sJBaKa-rSV_>Sg*`li@w*Dt*%dho(Rw#&%!q3~-9-kq!it|dF}o?BDoMcR`04IN z2>cX~5TYoFYiru>+%q}E{R^Yw$w9$RMWTyLc?k37x^t5n)1xTC?Z->p8ysOe{-Sb~ zn(&iOI(y>U_tA4vfl6ysQT|@jcH4Ht*O1U1*qVA8b-=@_&kgA5x}a#|uG5ds+R$~* zt?t-{p|3X}G!5@=sD(ah`T}(;HBJ<|z3?NLj-n^+M~BUiKoO8@?F~Wdi~>_d3sQD} z&QlVT+zd++__WQ2jbsB*U|x@1D1{AwIk;|gS)vl{Lq`9s@Qbcc^tMUMzD`4f zYFH+^RD99x)*{q9N?2Z}r9i7Y!(crOe-^xZo0CB8WeIvZ&9OxzX6Tbg)pd1)!p(|4@70UxIFyGBF`Z0- zgnb}Ox77)&r;TWGnDldRB-eZ3$3?jdxc8VkQA*CYj$y3T!V2RC%>yNy?i7t)hkXCYIuK zGYr9ENYHCyGC-<>>n?vfKc^|A$=}SRMVnDVLMpHh7I&PS5Y`!V6AY5erf&2PIa880 zz|(C$?^qV`dqM(OOhh_;(-`Zop>pE!p$x^ zFpMbl?gFRTH~Na6)+QlIwaB6px}O5bf|#?aGv*9xf%<~TDTu0OysEdSc07i}`77+b z5`miyRJBWAQZ`~@4(X)p*5@X20hP_AO{v8=cCJs`*EZqVjidQ1a(3dyHk3a1kPlyx8_mV@AKFX^n+q`*1@Acx2(?k2UK((n4UL9gH_l^ph`z&Yn zcmjsS{ScMUF_lJ381KTIOgDU7+L47;X`Y3}qq31gQpEnfP|zPNl+TJgg527xnNL3J z?TzFsElce!F(m2EV?;pGvGB8WT&ZvP-hgc956m8ZSgsRTo{Gf;V3*WS0C+<0;o$pz zFxVyqAn{?)?47I854pwDu0i!e-#*eEbq|p4eEnL4eN#dLs4UfnTNyn=tGl`CsoL}l zlEw%6&kt8Y8}KiRloDJ&+9d3qCs7u|)xRgD0aIrt%1RC9QIU2oli7n_lS9I34>8sp|SxNyW_nB>+vvTSBM&zNz7nF6V!OOE;D_ zt2&<4H}l_p9Rs{kOSwv~c1|Jhal)dBx)*pZO|>Ew4ge4~d555bqFxcjwPCE_A=*1j za&>4CI8Ydb#;Dica+b9gJ^}u?eurzwG@Zk5iI=2Up~@-XN_Ib><)7J}z_nB8B7&F% zBM|K10}8X%{jyg!N8=id{-`Tx^d1$EaH+^bu9_Gx*#bG3p$b&TRO;o1I2^Pk2VmVt zJP>iSX>jSemN17mM_WCiPd#)2B+M16hj2GGfiMkv@5JE}MPQ3b_o7WlW4yRFS4~sx zrqoEE;C)pMgSr(i={{1T-*n#Alewp8DN!X0{?TfI5}cVwDQz)F{l3z=lDJowoi#yC z_S_AUh{pY(JB{`I+s`6mQ)x~un?8ri!X_)p1?i0X)J#&5k7jg9^2mwMO%&5Ze&?{vLM$R_1AxX`K+l+ zOUw#gz=$mhJGahlS|Hhy#Kc?rOzR3BEf{GBHh*nfuIPNgyG2kqM@e+j}Fp%RjB#3JbGR#SPCc zkka1cL@|Qbt<{fOQqp`Iu=TZG5q1x2>I``_kQ%+%b+qUjS*HaAgr4eEf^O8aPxC~RC*$8o(T<2=!%ih134>mZ6bsN{N~>3-^78~(aNU|3hVACiM4wLppLX3y|Np5P zsiOyK6CdsIP+|5VNSe}1Nd-#;LmwYy^w~(smV{Et!h4pOlD2VVZ*b@%D#AxJwsQtR z)Jr;X(Xe#SEa7Q;%!)sJjkmM6_n1v+(ima3cxLX#=Z+_sOtTBzE*2a8XjA|Fm;Vl; zwvq$|C$qFQ6ScBP`v}K%GTWa!z!Ogm4iQLF6;qqk`vu={qSLA&JVSl8vl7{7h7MkB zH3}i3stBMS%Xg9G5lBMY`^raA9X)B8vG}|TInvQls08`$d)+lr?<*a>VDG_QU?rN& zQf(^y4>1i!W}O+;5$SyrmeZI!qv8D z%x%?+(Rb<*`<|I>S&5XomwmXcMw^nTA#2qC`sa`N2*&jdq>Yw}Mb<$se+uw^APags zKto#DK&@AUmU{uSqSGpV7xl@NB>NxRB;t{EGlS6Y1f$asXf&#-?oBm>0`QiVp%;Z;0U7XQs74e**HVy|cTL zI`ya2pQm&qs?PA|wy1S4xb!spuw&jN=JGxCF%nXpXk;UOM@K>rOTBm|*sy3RiK4>h z16-@zQAMNq)sLXnNepLUA;;@(VQWRxQe?4a=#Dek3f=fS(e?iXBMoC6UyA zM-BZ%68cmiN%?>T8IwG4K^7?p46!*^GWa@Rq%EoH9%bHUZP;dl>FT4YM~yXFxATSp zs1mI#WJ64-6XS}$)>JbS31*< zf^L$DL(tu};nwJ(GX*tqoB|x(hQ3mjU;Pl4s_sp2y9CYa%8lriOP;7cSIRn&@zq{> zm{DX8qOQtlZo6?whjfN2be3T1OBP}$_$Up490U=)s_V9A-P@QaP%}noMGPJ49+CQJ z=aLs_4Jal@v((+WkI9dINI+RseKB)yjtz z?raIIbc*dgk-yGC_YND`(%9omJK)}Zk~2X4HFv7( zSrYLEogokFWXySf!8I#z(>nhbT-#EFP(^zg@kk;4$X60@DR^ndW6?Zb(Bei_rUe+H zMu8#u(AK&~fFw3h!iXr`Wz6b=VngoyMh=Ea8OmnDA89(Vxig1N<#;0BD$NIjo9{8O zX29l=DDkx{aL{WMB1ig; zUm|1FS^F{J{_z%ik}A|#dK(?0qAk2-VremW)}7G;$H>^xMOppgu?o3)-yN&YlowGj z4)zbq#HM(4cam9iPMfGb1Kdz88khv=I&x_=$&_Qb<*!=Cnxrzs5`u-mE6_?`jx{l> zrubT98ABarH7H3~xXOdIkxm+bXBnb&Dt5U|wk*^HtuIhI4c#kZjN5c!8@+?Pk_EaZ zGeoTPBUuM$C|Lo4o;Ez1i>lCoaZz$q$~;+ zpxzsn8M7!1?Z)N5QM3lw+a7D{^o}$ltO9e zM?1C$B8tPq1+c0Ha#JW;qU*)BTUm=KLxzCQS?3_pxd5ohgRNb6cdImnsHF*fPmUp- zpgra2=Dr?TTDk7{Ih6-BA7=i>v&4Yc*$9-3k@F(`rh88`_%OLG6{=fErEzqNZZdjJDsV*O=!$<6mS%8x#@ChD=C=;n55*>dMiU&1J<#6KX5( zLe6~0Ln#r0n#6hUVcA$rr#f=jDt^>W7rP}TdS(+CF zWem5fhAgm_e2q~d-+2%ua2g0pvV`Mt0#H<~k6*_&tU{9P8D)yrvlJ0lJ4ak*SNZTl zjOm2=Vyk>HR$wYMQaIIUT9Po?)^p|?xHm7U!QIp%=62@aDFH&xFDrc87jhjI=O-5y zN7?L!Gc%lVe10r7(ST=b@U&XMcsZ{fh5=|F(PERE>7GY3Vv3Mu!8oQ_c2&5lSD=HI zwJ#QZdI4q8Sav6qscu*U^&BAI%Pk@bU{S6Kl|B#)A$|X0>aTey;WD)o24o=y zJY(sXt-eK25m?C@xSU^*Y3%%nmd?TG?P~OBV;P6c+JXc^=qPU$w;v*qsc+0ls&9_z zRXT#SU7Wc;^dR;l-XQA^?Da?*FhhL88m!Ai^|3?DDHWmbtxljKzPhdLMc&Pft}crS zb5l4%K!T%vcBH3Zdt{XG{D#+yHEZHCNvC_cSnVkFkTgh46&e}kup=n43To8 zLLnRpVZ9W~RZPcFDAt|O8)Ge#Re9nA0(NUA&x;*ZqBC9y1*ee%06U=*WgVH=@hf7M zNGhWW3Uz5FYI`amHPV1Pdu48u@ea)g0wm%Z8$(io99n_slH34jQl>eipp8Wzh@n1E z9O)AOf$&1z$v`!_=_mzUiqhbSSkIMtJsw+fmAa4LlNYL1yCA1rQor1}b)9wKX*I);idXNc>fVVZjCM8sgTD(F~ z6&*Espj_W>HTNpa8(VSu!rv6%D;}nEcGYMW0k~U-Z)z_gCT-Pb7P0W{afnapPrK3eES1Qc1uyI$RkJ;C#_lY5PxGr z{&A+1mO*we0?=*C8lS!FH3`cld~^e{(lVu>=+`d#bejcp!-G!g($mG*eQtrZ=qLrmaSMmVao*hlM3bih0 zX*FZ1Y`!T8mF6hie2kZy43TXFkki${NCkutmy-IN0AUnSQSmBBqYZA|6s{HXbA_d-6|`=N9DbGZ(z4bWZ_OpOc=_V zXdEd{MNtoisZK2EjP3)|a-6;~z0K$_CFtIGPKx?Y<^Y1MkZ{+cnyo$W)2M!{2~<5v zuQAe>3{Ot>Xy=^=v{8yBHd1jA*0Z@Qx+p2|{%)wS;gE+>??@{>3E*Kbe=u_ zPlpqx%N%#m#F}A1RwHKs5Z@X`vMmkVCrz<7-MsQXL9kZln31L)H^8ZiONA?l85>B$ z1fg3>Gca`{5$c?@w<2(j1%ZSqQ5Qt1UN>2B3QUKj+N#BRzD6V6Hb>Es)8zs2M%*P& zqc+>RC`GJUrGpzhmn^_VYC2l`UD>2sQ93ni2`Y*7$bR;f7=$;`Cw!l5NRKkzHBQJ` zHN*-ePsLypZr(>BPz?C4%@APy6qkCDw!t}TSHOE;Gl$NNnkA$J`E=^KYKIQfMMn~> znlwuTg=U$q)GGUyFKfrS5{T6&m1*v}rrAF{+!{PtZ+0nmb(f3=2&C_QVK`)GY~kG5O^`7Lk7hhdQ%H(kAMy zZi?hGfx530w0dm{MehfA{B}of0Gi!+36fN4)u15V^CE@VP{~w8s_Af~igK`T z3~Inr{UnFnvf*vPjAp)G_8NRWb4vZp%O>cM0NA8RsKdE5O<&Q9uX*&Q zA`En%wbM+hr?Ur~hA+RolBq%CH?5+#c9%QZXgU>`uGyQ}`N~bzdP&UgQ3<)qeWT?a z6FLw|*HhQ{R<{pw;_1fSMV0x){~{EykQq^IXL(uDty20Kf*Tk+>2;l2z(ua|W{V`} z*(26^9&AYG9+*!2ru9)>h>SRmJKY(achZ3KDDI2BIS9q4gZE-M%M5QNl%k6*eEB0$Z?f;8Jg%qz!60Cfcl* zpgP)4d}SW2nt+{5a9U-6RWW6(CXI}mAE)7R==EH}p{Op0fP#Vb+}>kZ!~$=^L2n6b z?&GI^=-JOITedpA zBj49E6kAbuW6TnZsYsmwjmK}+Bk-zOB`NxSXs1m{4hf5mF5hzCN@&QRUhi6lp_l3s z`o>V-5p2UH_3FOoswLyK2JEDOGJCp@eQI<`iKw+gamwtkEJ*-vTM2l&vm-gt?OV#C z*ISx;?Y1>%DJuW89}3#7Z43|AF|%ara-sqKHC8D*<3i~CF6%&(Jd>zn;20EI?d3Sz zFBl%6ySL2yZ;(xyU@gRcnD?As-RK8f^6utlq<4DT*zb@8tx{^Tebk){)%)F{Bcb36 zCS}p&Qh`}GIIIZ$+D^4GO+|~`=A^lqDs@2vUpF#mOdG++O<1ZzRe}Y~+-R!u<$%*C zz-T|r+C)mdS>eu+=NdFP&G8=4^@8MJ5m2jRJio0DB<{XMk_mJY7XI|&6rk$2i^lU= zLYN)RQ2G05qm5+viNeZxY6oT~NzQue91?9I1veD=x-1>N7X*iSg{Iq#*(yj_>@Qx@ z;E`xjFG_`=#-ug5h9Sp9T2f!DR8@F~DvI?@O*?*q)sCZ=_m;}uZEr~kO9bD>AGdZ{ zG}a_W?}<$S2%GpzIfc{+W&KECR3N^zOutb8F|DWLHcrLuY}vqZvi45??N zB?$#b$QOgn%+)%9@Ncy9oku6b!tUxD$<@zVHYWCMPXo@*8zNboHaxaY!y-OFOPW^wO&7 zp$}N6q$iIjWoXrg66KsIRH~OFwq)UedH{WM6vcd$mvBxt8XRS z!SHId0Zv?EH%@Uni6}J}<*DJl<54CQ;>^me=eeHB$t)Qowbz-|!jXt3@_pcz>d+PL z+d(CU@c^r)Nft4hxz)?89n)3rk`~ZVKvRgO_(2Kf%Mwhc@|U6nORT{I6o|snSY&-V zYSIRBjgwS^G9vbx!ewI?X_1HN=wUy7paZ7V=Nr}|ut3L4*ZttZ)IXi(qDj@o-RX0v?42`l$7w}D7(RxMVfd?&$be8B=xJibcwQX*`)+u)3}Mgh*xp;*sE5#myN|g>Gb6*9roHAq!EdxuE!FPli7+ zjVRG;zD-3cRrjhO8m)pdY6YsyW%qF>Z8jtfCU(8~Xb>2`X^m161IX`yOA~esgQt+% zUR6V@#u4e3l2tnKVmZo@aDf9$7GT<*VrdGzKg5NYa5RB83}o%WB{H@{Xw$k+>R&CS zi4+IM-hBzwZxGzD`DQcoG;qI!;i-BU@*h+&KDc6N(@QH#dH=2>^JOG>r3#Y}$d zY*DKe>PEHt(%czQ?p56nNfb1&!MJrl$R0x!zz9KDJuqa_jqFPCh@kLHE*RpJ(Ur@1 zSQc`KBMjG$)*3SFR-^q1TszXAa8nW5A5W)4bQA*#)2>mx%Yn#U`uUocNb$I=`BYuq znS`zUg&FGB@Y%BSf_3X{-VL#1$2W*#)$7?r ztAwb|ran)fvPKYKVd~zhgAN(fAz)IVd{9$PA;=+<%y_{=bvsNWFNX>E75-!T{b0m}84#4YLKgs{JdM!E?HiDS)in<*pcUPZX) zVIS!w_tY`|Dcnu0OHVe^2^Y;wuDvm%m8_+wqEJ&pk)qgp1EhmPVLp;v@6L9l9E3k~ zX@awk(uAouj2IqRSja+mYu>^;Ki>Gq)X6ciy1CYINFAbizLPp7WhotRI090}>topf zxCw)iIc{uE;Eir+d4VfMo}0938`@%-HDF6*`c>I%$s$9q_9PSFb>BK+X0R@R=@)!= z+A&oSP|2%Bi$Ekcx5R1g0hJVe9pT>2+bN?PpnL4lj&Q%0f@W`_f|OH`C{YERcYw0O4HgAcfF; zwU47bMjNa+HrAR1ZQ6{1hefCa29R$BvhQnP>~W^3*o9sk56|dcAiy zGGpj^Dx|NCtH}eGv>Z0cPz+ptiy|_CqpEF<1>!y`z=7h45M1f*=n&4NrK=3Kz18E! zRzIsg-RxhDyuLlbZJe{7z5GFYrnej=Y--ADzXjw?;BfmBiR+BELBwG4X6j)-zleI# zVCJcBl}JgdjbDWH4y{0mN=UXh@ziG~id2Swb{5~)cy}rr+*irdPO1Q1+N?qu7pl{_ z?!EG$JN7ldLyOa0+Do*b&1Un?JKPZ5=g`bVuIC}P)IAhuz@`QKZ)HUrYLpXu+VxFf zk^^p}5_+MZlsUtx|s-g{XqYoBE;9cZLGl0zVp)Y|Ii4 z^LHG_-X%Hldjh8>c8S` zWWbJzqrQdU%(DnD`}!!MIaP8e8G7T!({S5PxRFpQ%ao$>*=|i?nptUr1#wn_HUqLg z!UfC_eay4rqU~a_e0fJARs>uYgb9?fu_|M-hZPLzrT)YQ;I%O|2yD0`S7L8k3BSQf z-;SzX0>zr}1V`eu`ylWPc!1|wOuz|zZ%JU26!XZp=_h$f=hjhQ@z+B~N`fm?0;yToSh5&!c~8p$ z5M|XnwKctnU5JX{hWNHQwU0@43d+BapmYMl6hOmwiJ)d%Xl9A#k|q;w09+LAB^K9# zUG5G7Y@R?jNM0a&d%+;sjWSX?%rkalt9_Kqs(^KJf$V#|wwC$5x6U0f?2M*{0L{#j zNm{Yjs|!C$4Iq?tuo$@W4 zY1Xbv{-39f&;Q5Mou%1v95EPu_gZ9s7S(E!3-bQA;PWH$%7a7|t8$0|KtyI!{izq? zqWlOutNbHu10Yz+gHpL{phYzS#8QVqmua>APx8xxMHVL~SHOZbDZkCeu>CRx@1=|l z8T{A(ME`Z#!MG|IY5B4m1Cg<;9jiGz?QBWaOwdY@VAQ#lsl&<|eqE_H7Z{cipilS# z?ew`MN`y)gt7ssd3pFGv;xMN4#7zy|I2B#(EKtK`fhL=P-)gFcMk-)$`LGVx>$41zdX-ZpAj(?|9(yHAy)5R&j{2wh=G+2M7vCzMbhx?JkWl zi+Xcjvs&?B1S;xI)E&3!AVDzY%n8vtF>KF6)X$ZP%ud^M*ue-(;7Z~xSk2{v)+H>A%3bvxdx>(Zd)oBcPR%94MV2MkGnNY z(VAMxAbTB0-*vx5IiFaTVJ)T^?}8< z>IvUClBZ(m&`i&NC~uc#k{VM~lEnc-(N<`)soKW-EL4l3vl{!vq+Nz0F)c8bQEusY zVKBf=;53!05u0{UzwC>u`%1sihw~P;5+!7E?YFDM#FL0L9T2*%jKdvj&pL~k>&O8k z-7VFqS5`jNvZ9WIehFz?KwZq~0)TCy4Gj>yh~-|67vAgk_ho@ z(7nPvVvk*J6 zs0ec&rnyi+iAgK$yvrZu^(Bi16AFu84}vX}i)kN9A@ODyzmON`(SGG+OQhPH%@$;` z1&LkZqqoktKy1(_=Y^o=2<7OlL^T2gNaV0j2Tv4}ILsD_$VGS^n10lcv`zpP4bI0c z(_h87$Y}x9RK*=mfk=m`XJf6V8-EBDPZrNyd!Iu}%hLjp;oX&3ZVNL%Vnqvrge?!C=>Z z76tD24>C$(mhlN{^`ukUoz5~tS8|kq>mnEgMkMf~>A7giatO z{Qn77ThNvf)A4U7(j#>!F)7%ci7H94i*j3^K$R-S4)#kPpe;yh&p5eN&7DuTEu26{!_;z}gMe#^DdZ zt=a!>Sa6m|GObR?1Y0BYjK$XQD_xi>4Z|nq%|alNAVIlhwY>%N60SxXLvFTuzmhBD z5`>3cfPrMLo#OV76r&R=i0dsKQhKZ2HpJa(-{N;#tkBskP85}!*!MJH_=a?%g2+KNPO_OA{3NLEm? zt^JGdg_?otGC&*D7NU1t$WkMf{@ZBloCT z3ngfX#(kA~r%?cGmp=xT;i-4fO?-1Fs^YU73bo^F%-mM$d}}%pZ<~)p7}`HqDXs;f z)1j+j|DD#3a=1**p)3`pNT#juS{DpNO~QNO-?KdkpM^i?`wuF!fPH0Pfip!f z3swp61qCRM>ZG0az#_6}ULw4hGV9o~ZRtz!t{@pxq^;E!Q>7x7SgW^Y{qHVft^V|{ z+_glVzDmUUZOn3g3mn=p-Ws)?qJ@lLGL0G1Oy)~`v0x%@TBKVD-73|Dj=fqSW0;lP z@|E1mKq0!V#rfsvMi!hURiv}Mr>aRMlo-d&te{*4BnI^s?`AItd(fFUcON!(ddQ9) zs$C0!@alxi8kCp)IU_${PtKB%OnF?&4OAI6>v^%j;6?@o_1+esQZf-Z1P}U{<0=+) zSTwmH_O1oMCg8VIEpl9~B3+Uor&O^|kTEhpt&e{Jv5+A=r&{PV$y^}gr1#@@f~DXr zXF7M2M0L;tB&M~WR^5>reuVl$VhAF~V-%+@ChQdxQ@fQySaEhuLMXE;kZf>%)>sgD z+Jluz8#vUF20Tr@+q-F_jhbrKIrnIMbsK|JX?F|FZXwZ8q&!bk_x_Y>vfz$$)x8^9 zwzG9d9iq=y)NCH~-AraKUSgciPBm-erOG+(=1@R?XZD~s_K0fL(PKEsZ@uKccob#} zyiTM+0qo1zh5|c8DZ+^=uHF#-z7v@gk;Qw7%+Mkbeyn06mQ z?AI9Y{F8)Hkz09W!9VQ+5?DLcvWU@O#?j&)=wB+-MwhLo5~0mLxhV1==!#s>j93_1 zMWGrwdD;1!#sXdX6s{t1C(ha-TPh$5~uN4G@K;6bV z`=ik!p#DW=OFYWz)|JxeytDN7MU5fYTK#8z;;o+-tlbc#Ea=6hU`bMUV`F0rUa{;m zh}soFLKfKDEG*lRl>mqEb{+GOhPJsDOROfYR{BANZYt`|rLLPQFej%vY$I|ncsM~U z8K&BDM|}_h{bWHq>9YzvuIjEZfs!y~PBtfB+^1P9hI#=B7?l7zo`rO^By%zWlxr$x z%;xtQhJ}4Zbxn!*lBZZWKgkV%f}|^xiqX!{%FynvEMd97p3&5XwD1zr z6E|#9#lJSfFhJLumv`STuh8APP2?dX%_~J4Pl@n&cnyj!RrW&}2?KnVo$O2);0>t( zZhAC)uPv|?m}B6F%xg4J{%8Mo4(?(#K$t(mKLab#{u{qaHm6KEE7#Q>v% z_zsl=n>rREUbNRm$|f-+EAs*xIUO%bgb{ZVaz8U@cS0o9mPY!lsm=23 zq;n5m zAcD3efr}7;f(3~TJE`v_)|klz+boeO;8;Y6FpZ%xt}v4!(oj&hHh{!efmb zR-;h__-;eZ8-W~gD(m;5imb@C0H=kF-a{3WRAp=$yH3AHB#%(`7b5?WzqoMv4j#nf znzcp$?m5z-z`;tzg5T_j0?=>m9q>s6CS}f7hCu7eLWXX=-JFtRbz>=HTw{J7W*;cT zfSr@HqAEYNsx*fLr~KmaeYpl%$N;sXX%dm4T2b9&8<9#?jL8AQfX?Hh`Z{M!QCvuH ze1BU!iChYxhH;cs%I)YWCKPutWJapTp3Q{womp9qE&*$&!pyqyl{)NQLtC!W@ItDy zMR-Sjh}pu25=HrS-v|MchzEiqr3*hZ`TQC6BuikJfV_pibg6wRl>1IORj;77l;Jma z>Pj%6>{n3-1VTbJM&92Q9?H=fqbL$&^$hEb2r^0UxV%2UU=`nrqvYdlS9FxN-6c&L znF~C1Gr7w%%2>ltTOFQWBjEKAyUSF+fqtXB#3dY(If4sc7;!SXqvBGL^ckF5RP~-T z&v@;NUP~5T`N6rKzzk|aVdkUc0|2!$G831Sg7hg;sODX1bU3X-lm1*QFLxNFj;1!4 zOxGyIvlQezNdg>le3I&6R^D&su1j&h6fxTL3>9;Rp;uO0VvCqBDLY-CILyH=$BaO%5%F$4YI*6 zD!uuf8WQUWny6IVS)Y)@F*q!9g@TI~|GA+1yf-wLCReL`wx57tp$A3;gwt(bW zKuxoEo^REi1M@K=w86lPno*|{&^A6auVG$XbW^hn4Dm_rY27rn)>ZJ94lVSy{6#FZ z4WK6eLqQ<84s7)W$b*Pt=QvJE7Yp^TxMNK&`}Wj&3538rtJR#w#s~~5wP@tdV74yD z!ZBelb-IaYk^Nh5nGviAKL){aR*ii+uq4u?FE6x4 zQ8jdgodS8Qw$asiwsFKpqv zgx$fw)qGIf>XbNj{wz`~vUZZvqwBNOFJOwYm*w{7kXt}%3yKq(U0UdZXF|CaL^(!o zs^P(QotEp}cH+;)@WnU9xr(T}jn@1cptju3XN8EdMRfUiMhf1TAA{9X6IoR3Brj)iSP@FW0JuUe)|5e(bvh;?CpP7X zt!x4Do?H}tJCIuvYjE-)VrQfbTR;|zRCge=qYmi|6z#9ev0HcZhyX!}{@FIe)odXw zY}P?bm{G8H7>-e@MjKlbfaFa-R_Ookwp5#9Ibb9yOl3O5(ay&*{OJFC1keNM4pHSfI#pyX{hh7Ujv_L z8mVdW?mw{LdWR`PmSF98SUz_OW*i|FzE+7*uqJm3A^KR09mHdvQP4!gS~ev5C|vk* zRyXIOB42fGiAn%z_$piMDVm(Henpccl7LH2k zMdmBwik;*VST0gb2O)SU-3gh_ZYmJeYM(LwHcNk3pigb15ub(PA_~Npz!|b6)SR|q zsIxws%#c17=%&~;!~vL=S`P={UMFWv$#=`|M~U5e~&`^o}?!pNmt0iDpkQcCps`-PA4%{Caw7!cX`r$ zl0n!y1prM@$yX#1vfvrv4fwKm(3+ND9EW**X15hHp=rh7J+k-OLQ<7PUU*G)F(k{( za+2CBD|>W7rp|dq-qxu2^x!a;>6IAvZJ%v~!r_ow84&&Slf5gYy3xbNdt@3B-a&vA zzfv3NqY~ zKt8W1e_2`)3j?l~sK^WPBr8iTmZWHo#M-&Uf+&bcpHZ|&QaVf`uSnNO9u914`roh` zl#>}_%x)q68pz+<`UT~gHvs8oJVCs z{~AuMd6Vh>pQWM29V?0rg@3CwU%L?e=wI<=&3gO(3Ak;tCm)dGN#xQw$dwAsb zL5Gd$G{nV%cIz{VBEO;3EwExUbgJpRNA5GgIWb0*MDjkQhvEjt?ij8`7yV$kCMtjT zisKvvERiA-Z!j-nRIthC`7eH@6`WuAL7M}0pHd|Vh-o2%Vd~taG-PX%1|sbT14$M- zO6}X4D>=zMayV?-6&~JnO}Khm)zCZQ2J?b(#UZoI?ba(+s3gwWT*)lQFcy}f`ix5< ze6Ay~?=&a)2x>#~ZAp=DoZb-G0iG_nYQOL7@GHCmScVe@9 z7_#0w8fG=^hJQWLvJxALOA<3sgFV! zjYMKrpA0Yvc~YVyBa7vmP;`}7kjZ7fqS$6- zxN8TFI1&n4E2hUcgp-J|&KnyPsf5r-?6PRUSMe$6r)UPYn(Tpkhlr4M&|2R3ZD=5$ zKW((wS^^&%=#Gdh@hR4653~E5CNU#oHK$yD974I(34$Q7*OEnT)9+Uw8NF|u;B|O_ zjbTY9G_i##+k`k+WaWBt?9w4;l_J;h9R}+BA5@+M?&o(b!_Ls&QcRksw#;A=E9j7( zT&m0}u9tKgw?Iqo6deVjk83M|Zhw8}9>~|+99kLG{8YfYk@d}(bI~j$G5}p<-r-AS zd$G;CgCx6Ax~V1wRt0D0Tc#KPiJZpmXfA&5Lb!D7Q7~&w`i02)#2$B00S6F8M^B18I;=*71~92ZHeIO&;pzdm;E~sBy4_!rYo%(+Pgnbr7Kvg_(;f zJR%yH$D1>~II7_k{)Y{)5yXlJomJ53B59CbiWDTR)& z3+i*&OKO8Ij_9jSVuhic>YUNuROcZZIRJsOM|b0Ro=2qKpDD|j5eO*Yj50xLOVU8h z)$=O9WCmRcO_Ed+sd3^r#8&NtyFAHSovO2iDVrQ;U>yi$=;@snulrf&He}7zlt)Fb zVK5hz>zQJf$1vN(%U)Bt5QBon&}2(*Z7WqFl`fk1q>V+@6SW)hm&n`T z>?jN^4HI5H3|ja!K%pfNm(K*XNEhmLw{E(OTw^|Rx$a6OqzZ~1j**cl$YHbU=*#>n zjk(Z{aL|I3qeZ_lq#9D*AMt3fLQRq;tn#Ee06t!*U)hQ#)29iRRz#oWOA_41-bF~6 zC+s?7r%hL(SX{L-O)|7%B8idLf@RWW?yek>(bBaNJ!E9k0G>OE6e-bXevdj~$L>;P z$eiQM-cCT$x@~fpegJB4RjoUi(LPi;7O2FMm;n76NnBZb=Mck2DKQ^lUg`~Bjg#| zM#zYwQ$T=G@sbhaBHSVL$;QPn@TxSYMRD8S0h0lW*q0v{j8(;fj{v|k(~CS`JqjE- zc3dG{#0$D(1ho!xa7D6;#i%V0#Fpp34H0ai})E_^!1=-A4drpr31ui+MdU>iwfVV9|2weiy zTlf$iWm=ux6=N)5g~G5-Vx!Qo5Tm2+G)%g%w8KrVw8tTi4dYBb2h9-MxEqv`gwS`V zim0p+#W?CncC|$Md7gkCqRun=K{>cRU}Lq?+)5Spo1G|z&KC|m(z+5E+cb1P zhn?cmpc1b58MbssaTSE4LGjD>KLK(^s;Go#=oAG#gDwT{~?+6zj>ipsjUmI$0^ zG#JH=MM7TCL&eMV>vRFhrYaG*N@}Rn3K<41sAzO=kzKS$6e=tOJF@n2PWsC%<0L48 z@WRPv4JEEASSw)Eb3CP9Jb||gJ&j<;=3H>B?vVvzsz!#{RWK{FguT%H z*S~*Nm|C?Kw5C6PTMfJ&jPH+7(QCtCo?mQJqKOn2AJ}ZCW*N)-a1?5d;XY z_rQzZf!D2oN>P@~j20_Az@((IzZOn>bRMY^uAwW@05D)Mrf8L?y+g-|ov3f8n7S>`#Bv+JG zOVLI^y;{iTk{F`D+dAshEmH(pa1F7LPV^@pWrj$tqU>L~?a!Pix>3Dz6seQ{D`_>T zm=z>#jfQi+SNW8C@}=~UuC;4dn|OkZD$D2|Uw3e0uF}W~NeqAM37^S5Xj+-qq7_cX zR!tz{s~AO@c&^&abi)F3b~;iU`gKKQrCA6VoVe9=5TY(q4deNFvEqzrU=KK4e#+je zcabCWh7IP`z!+{NZeK!Mud#q8NF0z{@9q3?daG^&%0uoGNB4h`{48xmfwO zRkKB`EH|MDi`c8kAVH`}f*BO;y9ztTwQ|@$kb!EZhE%w-GZ_?6epcKc5^+g|#cK))9DNqP+(*$_ps)2Lu+bTa%KPc3In~-^T&K$-c7jOw zHVZ+N-P$({tBDB|CEy${@F*{K42kjCtyrton{n2$X&_zWuKFwSPPh2G)s;wSuFt}V zN@EhaGA>cu_e@_Uji_5QfVF!VESEiKmM+-)?HX)@DjU^MFtU|;h39yIBIr_uH51PJuImq5i&&^P5Q6rZ6cigm zPquK$R#iyqvx@QBH5nETrLogDu%MUJ{1zRclZIEz2}qid6Vd%bQ}IyU(b)l5=__%H zND~hR$MYEzR&skkJ!VlhEH|aA%pZj;XmD8e5YnJwV1+{zJN}{E_z85BSvA?T@@kBR z%uES5Y!wY0dLwHP!Tt&Vsp@(sY)SgdGMZ7u04dtHenm*z=5Zv!B1{yaS<$?$1-Qw? zdM8D74Vd(ez+V*E40IQp*2s!J6B`!BJGH6fJ0pScO89;t!1Eq;%x#4o)QHalRL%;% zQcH_E?_+G=DDW(M=X~KoNXs|4bD3xxb_59ek*axBHVgFV)&GoAQxL#S$)*^VJ_y`0 z#e&vptJz_XQl)!Sb4~$co4`{p!iRn!jx7-$1TtYAQCrRKhTurFSlTP5&D7~KIyGBI zYlfifA)_wECS#6ZPHQQYZ0mB2h6*#Fs|PTjJ_)x8&CMhYsyXa{36@lRD>=}FEIuIj zn@p4sG2SafN^W^Z{Q-+cvUIH3*^R%5O#5O^HX{nGd^Sw7kcnbU0Wz-D6ksr+TWsvs z`_zMKsV2b%2d=Vd3X;NrMTG)9*)2PWT;XbZ;l&~y$_n9y8RLYmwGo&0IjF8p-DYCN zzkg37jgaW}x2Bn26r8+X+=(dOU39>}PR+YwQxB)fU`faH#4PK76m_bG7=!J0VkFX$ znX6x!ElA0+6Hyh}9cV3RYUSh&;}gCMBN_(Z+YgYOZ7VxEN0aK@2femqyia?jWLakn zV|uj6H6s2DHE9D8gOFk?4Q)3mz_PX-cXr)K;xUqGXqo`nN*76Z)vBx(WiTUjG1-5k)6`f{Py>jZ7$Z05sFcfizmmMhpY`O@j{On&kT-m|BLM`dq9BFn89Jj_4X~1hYRXE8ibt4Tm|@_Eo?amOB85<`P2Bg1a&SqzZ!0ysk(*Lek;Iwr`7xq-=sk+VFg{*}#zM?0hmLBzXL=O1VeM25EO z``CQP{_Ms(uaN4PCCiE$Hp;|`!3V7RmF#8V&<{sNVIP6R_i*eB1FAw3li~Z5! zWv~WLlL^Jzxcl?hDCipAMaU8nVboGFdDPjTxuZvdcpRkol)Eq%D@%A7$Mpvm1Xzc{ zU^Q)KU-D7fhoWkYN1{$fYTSr?@n5)z(Uxd5GRK3grNEXqHdg^z$spi8lmSd-aGQ}7FtPp>eWEr9pbPk7i;+S#%xNYm*co&M^)RI7Xk^)wQq59q#DBAL(22>_ zyDju$S3i!JXicCafm83Lu1R8nSV~y-BUWfhJq?}bL5Uo_JH)B_Z>xTHEfQ=--mO_p z&sr#m9Cp=U=nM+&6c3`IB_&w(@AV8T&6ft~TUyo+PGk2{&1A}LqDx4$Igq62maW9X z?jK+%T96JCqcUt8>AcETgvjH7%6%r(L9j>bZ@)Wss&xXDcU^@WRM;dF7eFR1!Uq!! zT$}!F*`0i}%qaeTngF(T9E0&g(_X4%(SZ_1RyEx$hE^%7hzeS>8<-a>tDI__qEcaY zHxF!1YP1u(wM@*xNXJ2^s`-xF@5l1-MyOM9`OnpWN?I9gubRdEG?45W{-XZUgEEwg zm7>)s3t2IjbwCh8J&jXWiIW5~y&6l|zkU#h(=G|xg#_UuMud`B$^jW5iGhj@ro>2t z%fc?W)|M#KEkM>HP2aK2{TPwxD{CC@aQ~Sk*Q4&4Ku{VeQAp=^41&GQR%=3vC@mw? z>kpT(0p0@-e=Ia?SOjJH#QiE01w>R9$Z8j1SObciW1DGUF9StLUpAThVAKvu@Wl$Uu z*P_iCd{q_?u`TJa&DjUWz%}fzPn+-H4;GRxkarQ+`HZ~eY+1j`vs$(KMQ6f3W?NI( z?=(i|2(8;989v^G@$C(ch*4a?)VQp75Ke*~mMfOdNy>ucIA#!H%kcG~Rb?3VP`KMy zN*%Ebh76PeY9{dHx>p$+%T<)K7?Vs!z&>1}=z%!DzILJufK66HO<)_VZF5<+<>v&F zMhZm-@n^TME!3qP&uMEW8JEvR*234yI?WU9rTD&)Xs{XJtg)>{>;qS^!@H# z#EXCzl&6Z@SVA%%hGbnyEf3Xaaz(jip_>d%b=@VG*~#Uq1nM+Z^D7dyYPoBZNAP=PjD#f#Mq&&FG#$S zQ~jr6@{tJQ1+2`gTk>*(InWcmR%}+wn>@?wtC<~lgHVBom20Ied$@yLpsN86qhP$g z07;`N8IjnO=!x09HzlvsC=F?=nnt_3lPVOis>corGNNf{Z2Si)J4A_p=mTt%1RlHR zt)#U*0GefC9dh0xuhTBGS+#4)i)~rymMw+^n!s3OboxkElm*u(Wrsi;dQ{_&S4e2S z;dbD$L-C0?#SWv@k!#5ijft3oPo#4O@}L_q)RhDarufR-^fZ{qs@ejT?hvQqFC3MX z*ct0{1?ap{U|s1;D9P8}5tJ7i?7G&!kQ7JkOPH-D=O@%5ySaz`H?X--lejdu-oh8K zQ#NvsC{M99FrAR^I8k?KbMai&^vSePGib#()K0o?tupr-U@E63VoX~Ak%~<3J4+Xd zo-jIGu_m^^ZVTd}XOa{~y0&cM0wNhF`k1crjvzq&Y|W>TR2aG~LNa#}cm^rBft`&B zHnV{vDZnMj1({`PliGb(Oj(~Z){-IW#0TN#K~SSnYADBk%Szt}US*tg@s2ci$M^3!vzWjZ-d`-CTiiM})Q3t{td1r zTJlVF&QhJ>dZSyp^j7l0a)bu9Rd!Pl#r3Qq{DM_6=>R>esI^8)UaF#QSBjh1m`yd(O$T*HxUtB8mcXs3R0HJ{* z`&2@%m_(Euz>gmlKUW?SEb0q8MXWJbZm#OqPv`V2jpVT4=Qn6;gDh)HoTGSH?UmCc zX$@I1@7O)zLS^bi+gZtR=@m<=Q!uj#z4S(GXdG8`5OP;V1h_6N0#v;Gf-U$QoRrjST$m&asZnf76 z!q~>P54%yPbW?J5Yfq}lp}xY1kH#WUzB@i}Lm6u;hCbnGAAEVVt1%(vn267A=!%Ux z>|JWS+Bl(}FTB7_;nXZC?9yK;=?i1qD%9ye8BkW$a_9#E)eLr>+0Y<UPE}@&cgnF}JPs9P|Q=n*zy5Ac8$c}IkjQyp9 z#EMG^FNFpFYBx@EQ7_82kx8z6Y)3U+V4jh&gScEaOp%s~^=7Cp5|7(jpx5b=G#;-7 zF@=K3#j)%z@#zie!y%j}DQ3ldQ_F+c6xQPnO%qDrs*JNbFHJ1M2FLVsht}u4_Tt z7(Wo&qe9W}WF*|WhArITcR1SRvR;blDFGy1f8y`{r4c|D18`ihR73)E>{s3Lnjk3! z@fct+Vat|56F)9l=zJO%dq*6yiuvYh*&$RUZV4I%W~YzzO9H3X?QJc$GDUGbs$KV!lzRoUWSN@X_gcZ($UZ;l08Ti zL?stJaWbVM!0(-Yb9pK+$)!Z;C%|7{hfpNOWNpE=xVIV_qxMO<#y|`zXerXFk%#(x zp$1_C3HZdIP*$w#c7V~V<7_b)3iO4_*b{9t007o)W91jffiH( zK|*s96uo;8dNaBQ4n}aX|1=ZiNU5r42!{C#29Op^gcf(PoZoB3@c==$Je1%`My-KH&FzuT0B#glf5c}MV%kOxOl;OE%8sUD56QhNZRsd*XPlGj!klMxdL(~8ROq7+SPGyQxO0c8;vc$5YdVUF zyi}PGOA~iq94}a*Oas#x01dX)V4=9;lN-p6sCxk-s)S6NM@wAH;E`vxmp5Qq8q}BT zm5@1^r(tcb-Emt=vpy=?+?~rbvW7MSzQ66p?l4U<2m7%%ryZ z*`*zu0+Mndgo#L{F}Ny#R{)X6R14y#LOQc%<$ADdM8cUnbU=l*3PE?rij(ukg)ZVM zS+IcGRSU+jOQmj)P>!)#9gHIeV=GsrC}dBPULu4o_yJJbYS(0>oX<>iU7}S2aETk? zFv=O6R5*wf5@sEpW`lQ<2EzYWHRs25kAvIviB z@Myx&Z5%5tD14$u{w~9SVy#;U1xptn$*F>#(jYqb63Pu*WG*({6GEw#_y3UMrrVZ*`7?U>RJH` zX6w&(yC!-ub~`8fTvDU_x{lK`0b-5y&1(P7j-Z@D9Ff$K4ta;IeO|fA!WTPg@^`VL^ZbCRxUfdG)5S3BL0M%c4#MM$2vdHaP9p=YA z{2zR3Ic`NM+;y}f_@ku)uaf}TwO){AZ3u> zO_>R-WV8y~nsj?%DN{nITIk&0xrt{r>%3w8FeQE`g$`xGN6^e=ob^fuzYMR%k+I51 zcISf#cjp+Mvgof^hb|&Djq~x>^ zdB=y84(ZJw+A#w|2$gs$2B{e#aZTCk^9rfGLv|sL^nd3gA+MM0sCE|gm&#UM4{4o3 zSz(fP#x~Tay_jDDFg`vlObNp4x>1ynt!9B%QU?ge>2r;-n!bYBSG#oJi>7Q}77I+E4JK}Oc&``j6DAq(SL@>6 zCM28|`UIO;NqGaj`g&5V47^uUym_s5li5fuxZ;vm;~8&UV)YHi(K_&}+3J0572y5nm5D^_LkXYdv~k zhY$8=E@UB&mmNy=v9~!WcHw|%3?qKQLK$B3^dMD$GX>;v`AgcgX6|swjCD7-$e`4OAa7VE~USEYu>(iIUie9Xi?$^>R@FcDFArSo;j6**c< zCIpK_er+LI#DnTQ5TubS-#_sav>7%sU)jUgJj@@oiN?J@PU<%r0#b!O`>x#*7*?^U z(bo~ms;Na(NiH37Q&J$AL+IRdsRZE9j=*!j1*LGi!sjc3Y~E2ju{=IVk$ET(Xk`2z0Rqs1c53_|;_aLOGDBsU? zT9)Y$)*w$TrEqK*=3I`~PVVfg9z(f76bV8mU>50o_I>|+F zs9Lfj4v6vMF51KV`io!WrgxwSTqY7_e>XJCDd8vgfPgj5N|1uW?_>k$(S|{R%n-P8 zouIo9Rs5nwC6o@>)d)cnj$A!( zfy>6W0y--fn2l3*Zec+S3H(i5c%vT-S1Z!-m7GZuCKV+zp$2rr%2N`_jv4nVMb$6j zpLX=&0)k~l5P$Gyc%q2aT@H)uuHV&=Yw!l!n{=v7k%dGz}ppHFR7SzQVvr+70qVrmzV6 zm_M^733A*{1qm;P8Ro=8RuMqPj5uu04l)jAV0h-d*H@;ZXvV3a$H0 z0ZNNTO_V>vWyT5#;8jBk@mWwo8EDsQy#7>2sG6Kbk|sicubN0>`X`-Zlco3#TVt+z zF+rkn#ap!jK}-g!-C04%(coVQ=^u7Pf&X@oVL}Hs3T7+;Wfv|slyrwWQ)&lROMB|^n$mtfWps(&x)QTytJ8DH{ZCxK&0m#zXNbHn1dNKxLY zLU|8kr4(fe7CnG;T@~ry{Rk!4QUCy-1_nxwm13NEp~oeF1KwC~g(U{U=f zX-9*VmqC2ht(DsyS8#2g1b?kNwwtU3s5@?A*-kJ!yYSI<;&Fp_jI6yOJBfDS&<7lpX5gBnbumia$;5Z7Fz+}mf7XW4wHDLK0y03lDbIWl0nM|DGA>x zPYA5*;=7`eysfXnP_KATFNy{&9>BF=!>wFVuMDDWXx!{c@WV9x)O7TOtVF~FbtpA( zBQ!O;YGw8c$D&4l^U+(RKrUaC6kV*C7nBb{C;FZqTo71;z~XnxK@J+dKvs$hNsj=f zDj!@J&Hr(B%BPkXgX2g5!88PBgoHxfycmL05NX5JLO!cVL1z{m_xzf%!0 zay>)%-eDFc3!Wy7czFTgQJqaA$pu}JvH_ngW`Hu)M}(F+t%yGE0ujOYInU4;mi-%(Yg0_zy0vaMjT z%1+`B_mEpH#>8+Ev-s#%fxH*DXcMe(hO`pu3<5(J9Ke+WAftH9AQ`gyrW2rj*Fe6g zjati2yK^Cn=dg(2m$4YS@4%&UNRf}j>m@-WM_#qrW7n0rKCo(ZQ@pN6%{at?KrHx% zh5SXjL17fR(-IL{t53u!{5Y0_>fd*b63!GcX*9OCRmm4uE#)hWU^gK11muUw@Qei- zgZ5{bTJth)&WYLVTK=ejQaj!Htb<)Iz-eR|4^LwJ>i6sP*b4ntA#d)WJNsEapVzgT zt@_2pkC|L2vKo{HB&BH`!!=SmSiv?GvK+niw!0i9hDG||1^!n@^HlVFks$M^fRs^} zO1Cq=h+DDKN22lqNDyY#E_)|ql5$`d_U2;)W9(341`sTuR|e)gD+=9wOc2H{bSry= zrPxTsiAT}fD_{-_WN4u|s1bTnJsc0oRvSWK=@@L;P0LwVNs3@qW6`pp1(HI1ub?b(jGja3*S57CMKcVjoL&o* zH~`s53uf{_^E>>o$-vGz4WU#n(OzU9w-YSwU6B@Lm58F|V3z&LMwN;w29S6`phGuN z0cPzziEGrc(CG>rU6TV&HBKNZMmxZ(x!XIIEST5?A`G?0enJ{Sh$Lb32P5_?FGWs= zwR&z<<(*x>vJAwjw(vZ;D6Hw6s&N=SSSYz^~sI<}u`8tQt0+2n5fH z&`9PJ=oSU^8c14d+SbJfB$+kFw#jN0c$X1tTZwXkVP6YOVG~urR0R)$^^$PnbW4ZF zav{nkywHJw?E8pQwx z;%vxuH#9Y9>(4tRfDjF|j;mDaz%uLG30>5&V^?9Q4W3rnF+Vg+=o}w}EWT=BiH>7= z0vCjksCjpaND?>(Zt9F3$$FiWq&$0Hz1#ISOA(HgnhK&nX!Fh#0P<5~j4lSHn2Nzm zr3~HKMIdogp*NKum!}lSI|{@;g5DiYS2xvzu@T0p*yX0X8&~Iwz6J%tFUn?6;87E@ zMlb2xXFStAJt3;1J7SLcFy*UaL&iB~aWQEiP-wQ!~V&VUA$>4~bG#NPgWWYw%1cS-&5JzOLf!M*7Sw2dS0 ztxl2KTc=l@M%06jm#CO6J1h?`LetJwb8ReY6}F;W8Due;<1xk*%p=j1IXK#3L+1p^ zu#SqW)ryohRx1;dQlXzPsvT1E2l&!E^DNm739-HEPZu=2s^ct9V8*>8`|O+$t6zO! zoeZt0r0fYlm0)({vYLn$_KVv1nlI94f_=-5O9hoOt+NN4Wi-Wrv$0Gq%;!=p0Y8Wbg2M*4D~|Ckwt>dvz-6?HtKeNp@JM*C@QlA><2r14yhB*3FH2 zLc&dQ6QnagBd$yZ?u?Q_q+We3MBwjqt}N<|pdHudXpJ_eIKmh7)|IZ}Kt9Jhs+iT~ z;#b+i-0UF(8is_ZX9HdAujTMlu~GyxOPkNk^@VGK>6to_0j`*q8>{%;kyUZo4W7(n z3n1iMPsjBZeBP5jsp%z+W$kSog{Aq}GR+NjYEjfb?T}_R1)~tnTxqx&aPWfvEQh;5 z1LJ5PK|P5|dl8rkEqNhYy1^yHI>ktzpdq_@_v!ecc;^QqxD{3$CY2;+{XqkVYx$U( z0BgCOPLgm&Avc7uZKPbIsAaVZ$4laiR6w^x@H-has#?=$d`+LScoCxcIF}2 zL{|r=ZN0MpY-81DXRR0wGS;bpyB0#u~jSGC2`DN2$8s!3px)Ef+8Kc!f0;ayjd zBe94;H{430sNK5V~aGnyd_Mf z_e@&h#mcLSt_XEy16>;=Ot8Qlq38p2`Fdx62w<9QH#}^0MVtlIk)m_2_DOJcC8t7_ zGR())2^NA$VY96ZM*q!o(m)H0;bBXdE-Iwnm1CxZVkx7}m+!USq63PdDyPLFj*YME zm&|LwS~Cf;ZgOP6@f^CW~vGgR7TZHG2j%8a$7bCL!ow^bEA5p+p{w2t~Mf5 zEK)fg@cs73yNDs*B_wPn$8v`;=3n8W8R?|Fnx^HRcBncGwLCv1NjtK7g3{AJbb@fdyJMYn(H5&!b_))Xq}H zS}GEHfgBr(_Q|U77OHf^qDn@5TTMl$gt9byAPYU|u)_N_BCf!w$)_BV(pY_5ohb91e|B2H-W6Bk%Ct4spus*;X{dXd zIF&t@GQ8!h(0tgvO8czs!cGVf$=kSW2BM`H>rYz?0QshXk$5{5B{jDYhGxc=SEZD+ z0#f2LixPh9rCopxLYd)fk0kW>@2Xx)aQhQmz6*`b2upmwR;&mm& zLoZ@9A>34FFNkd_=T_hUk&c!|V;lE@CVrDB(7Nh>@#U)`R`@~@7O+M;?2?AasMI+s zhGRPsrYFQ&W=yz1XuA;dPuOeAmk79{djy#uwufMX2$?lFH&+_~4^UI}LwAfd;Gj@< zev$7LBHlu7xpqV*Re_GYHL3Jjel znLwj)o_-UWA&xdd4UyugfUe*|u4ui1l|sZ+tjfQh*tU$q{H6WMs!m8N4@-a()>fCv zG|x2!w^jHacSt;7nH=B_Noz=9$=%Bj39x>@_iW#CG@5MF>N-6cb^rx;$7CaH-&GBw z%M#^X9T6fvv-&vgjVH1HMg|n5qAai07>`CBJk(KQg4|a!+-EtN<+noVq8;Z%pt9C0 z@+kOVuFk>-Z{kE10pdUfD)Evmlm-IBj3O4~@QA3hwbE+51-QDdrG;mtgJ?))A>CKh zTG>gGLS8io#XHD6xs}W@kkY6_Q(+A2XL=}5-B%MT9pRm} zEr8{aI&`5xQ%YR_p-D$!@JDEX1rVdf(A)?NXPdjsKYXp}T8uHqRmz}6B*R1vg~2J@ z;V*%2;Ued^W{zMd$mC*rZln=8QRTC%i;>`ukcbPGu9jmH1LD zd$E93%ZiHPqPL${q*v-BSVhd-1jXD&&vlN!YV)+%=OsPmT3=fGgudrzse!JF)PE+01uILbSWvMW%^JWtY zgEEEU5yNd%5HPQ37KsR8yQnS8G06>jgDb!^EzUai#YZ)4a+pC-`!d}#MpA?Bryx*;< zdK`FIz*LfKepxI@Fc(uVzdAJl;CvWnuOQIC;WC{APv#%XhkKk0hTwwvr^XXBoiAR6 z9hu9V`dIRJGN{%JV9G;(h4b(`?NSJj=7=?{R>`KBPvsjJ+UPbqtW{^!Hwcb366}fy zk}+{gX~Sri>x8Ixm|CXP)1^JgpJhCULfNh<>L)Cn`6V4eI#r?G*!2fQu*kZ*jd0Fl zYOC?%sw(}%QY+T(5TG=S$)u^XmQD^WsLsvA2u#woI;QVl zp*$709gK;^l}8;Z)()Ufu2vJKiVhgZ0xaFuIZa(y>&Zl$T#?nqlf}3Q@=|#mxQGq% zceiu8T_S(#dnqK?Czgxx)g!HI7Lz#QP-CFOo=zo63_02S^swMFHeUh~>=j$TL}l*{C8(rT>~l@Qv_GX2}Tc$%BP@jnxc^nOz@Bi;s3Hl*udW=^cGBH#>CGu zSo;KVG!S6%tQ%b%)z0KGAT>F(=zyNfEVYhTYH6tfS`%MrgYjO6$N;sYb5w~C@yc#k zoENRKHF`rIkT9k^1J`*Z6B5ORX(3EXI-%g(+7dcw0GQ&jYUpA0TTtL!`_MS@wQ=f> z0Si->!A+*OAXJq9UDjK3L;Y9cIVmnD!U}MU(}PBPKceHs8fX#^vxa99E|E^*=(}81 z%Uxxc8j?k>=r5U-wT`y{m*`9` zS!_=fJ0On!Z2{}#bTNmFCjhirrdASzYBsE0Y$uatBV;zFLnFTvz}I`Bzbq8=KP6N# z27F{}0wo(!26>V{HiHUJDx89!o~ zCXjVRVJ<_Sp$KB>G_V@4JY0~b*+n*6*Q%cf=Eq7kb4KvIlQ+xgvqUHT9-zqNBJnG0XZr91d|C~^6))(OQELt-`HM4YrfXo6 z8c3C&hEb#lyj1J$i9=Nt^>Gnzxd_pf1Y*AU$9z5Ud3L5|6ovC?xU&lofM4m+f@DjI zO(2pF+d6v+PTIVJe^sMGm)dq@89DcuQQMh`J* zVPIPdR_vBZ>QBgV&gslC#6ixT6o_ZJB)AirlS7&{n65gj@@lYL&l|w;MfhQqaFhgr z@--`(s#sJ=aB5X;@2FQge~lRk|Emh?iKNn?uw) zDYh}YF@uCgUWQU!QLHRBEt>HQx%oqw5wVT5ju+$dLZ#OR7lv@Psz#N53s2k+2ILH! zkWwWmT|khR`JR-O%5mv~Wu{{BmRhAg(W=6a)T`0(A@T$sI+vOSNuH)?ssJUBU|KXV zwI~M`$mT~q1;rsSkX~J;4C{;id?D)|V#?ZPF_>18?GcWK`J*%+9=MIb#vmiURW}&TE>V)Fz=B^`!;bwp&JBkpI zErR zrHXnvSc@-lPV|>wSiXW_k&o^k_+T$c_6eMFffbUgBYIFc&urQkjTBwwiZN@T#a#s zw9VH?^bI1}F}?;uDQ@!*CyP_HZ~4RBcXm^Mj&LWeIkvqC7_cm#Kqoo)hd-Vr1t;#? zNj9>N+6k1CAfhs6$c`DboI*9c;a^De-JiY+0jq>4;SdK!>~(?7kS7e z`N^xP$6dy>=WLN1Yui1r`nHI<` z$vUXbWEPjy8FI=%XuRDDUvp6wr9~3A2}-+YquSasZLYl|W_SzJBBqO0q6BkwO$XtO zB0}JPDvepo;JwDdKGfvkUOBM|xl8&w_@;*MthKnP+fOEQm-`{IT}-ER)RJ>7b~1dK z)9ift0LfxAT5a_)_$d=Xx5s+PmbwXAb*WL_V$sk`#w$@XV1#;D_f*T8K>w)|1 z*bMcn;wkG#?h;a(=eC-5lNu+|%NKIz>NF66@MrBtU!JTYwyDHmj{42%>X>~3j{kGfXTtnNKB=uSS zzWU6f-OBckpw{GIjH2XtxzYpT0x9rwk6<*~7+m*#o)z?pB#upk%(He4AW;_hd)>-< z;urCfdv@!1RDPlJ5Uag-JDLJO!NNjRp2b1sQ@qCnxKV?QK{`?^0~u2+(i~Y(Io%cf zwL9w+lGeKn$A z%Bgg`-!!tA5txJ=;P6>dQ>bXjR?L9MA%uwmys@E}5RK0|AVdvPz~VfiQ`1poOIWat zN{t8&7~{@mEdM3E6Y;OH!+@q$>ZfR=3~O|Rkop02Np0R|(ULmsuPQVd0o4K}iJGN= zOjzlpuw)K73kg^mktQ%?JB!v4qyL$*KMvnnH&r&j1i6- z{Ms*5K@HJs5kNe#y7%=*sNV`v;*BueOPsGWtxmoT*xGbs4TW1oD*2N1S zC1-%;yRe8RN9js9Vbukm4J-%S8_Z&GYYYfF{q9g&k=Q#XWHWZMePfx5y||Gs@-^P5 z?Nyg*6|V#yHd2J0Bvv|%aN)W@ZN`RBqy74;Cx^K zs@h}Nv7ol)`$P~|?n-D#2uVEc+_#Td9`K8F)S$Cym&0hUPOL1@&}Ayi~@2`arz1a`sJ z&M1Kl59pzEAbbf*k)jWQ;KMkrKjF+cwcgum#n!2d6q88Y&lUoY&X8?{|L$O@>#e}B zCQF(W4`P0uBrZDmJF3yP9KGI9-1Q`|Scf7`-fAr6kSZuSG`YELD zzsa(7*ese|tI_T4jxYRO7-)z34D;%_IvRfoHe0JU?3X`rIjqYj*7ir5DPhZkQhQM9KJtE zCq88$St?SZgid>$5=CSsa}$)LVVR#>08$jt%?<}nBs~>(H`Z7mlGffP zTow>w1BF|sJTjWkBuD2C#Ul_YMT0md#Yf4MY@OVx=*Wx|;$SSV%VI?XjW+piEW*u# z$tZ!k78&fcP|#o5S=P#3c@7|ZWmyaIY#-f-?=|BTH`W(~3ESD9lv8e9E7LY~0t=wp zcwz^=l-4&V+bV0;FfxiGFzCmLaMRpu1>kX+dDJz!ncZdt1cj{9v2pBEc53YCDBO{=1fB!pEYWO8+IEejobn6%q8SeG)8Dm9UJcdYG%;XB*}P+Pb!C|_|4?OMT7W1yUQI&Z zQm(|V#Z3biw=yGrkKVg^Msjn8@KvMR_Y7d!nqsBTz??JXvs?m<9kHaTVou>CWM10G z2OyvV0Pqhis{VA0s#WGN^x_jB)xoM|&a{?>No7?1`J%zzt+n0~9emc`)eZSsR1af> zpq)jOGIC9%VS3QVP@zqTt`Q!zlMi=hMM5D1ObmZSu? zFUk(5iZS(f%9NwUmx+p*x+`l#@|cfgdw&#iI_s-Q9_wscfy<={acR*9MpkS4H6c>8W+vT89U+k8;RD?#KPP9~02 z1=8pa4HO9WU6}^)E;y`DZU)lAY=;kpR|r=$o>v(`IC)U>{!9-FMJ8b*VbAxNM%<|a zXi()3h>0fD+^oU)Y@Hc5tOP3*m55#eDgC5Qh|e4Qs{8JMOMMBMPuj4jQqW>qt9O91 zjx6^_9P@_qFySfE9{X{eno_ixLPO(+rVJXXlfx``dc-h_37E^^w_@0V9tZ?m^#`;2 zbJ^<}nc-1VYXo#U5fA$kXV7yZwtJq6^7y5NY%PUJ2A&}&lq`J0YHI}^4 zAFG=>a7{OhgH9IuXZ}dMizh282s`wwUsg%NB3{vC@&dJ?RM~A90U~BFu07CanPQEx z%7U(PSYJ^n9*N+D5Uu42Br27GTNjkYJhCmFQT$09TiGNT@mJ|x|D{~2y zs>-m3RO%&3k7X*=$C#|k|qTR8Hqwf1h)+n#6ERH_q&r`jIfXNmy{I<>?#0+ zMD$whc;1?0`06_e8z*>$07CT>Kw?Q2+NWt$?nxX=&(UVCfL_i|BB3eaPVHt!Z%B!9 z8(Rpzrm;}AP7p}tL(tvlurwm3EjpKsY8P(%%9xSK;$v~4AFpnwvnbpQn0Em(k|MMXw!X?4XkA{ z;7ISV-5B&)o!x4;D$OMUK_xH1F{o3Wwn%ZKSp|VB4_`ucVlCdnF2R?dc^3+Z zJ*Jr;1rF4|85}&!iBQwzwu~7CCYzau{38GmL?wnDRiJiSNI6xzdP(ZpnQhk9%ZxB7 zppa{DQ!%B)D4wi^!Y4}`MTTH7kU}+dx7=XapCd zT`j4Wh@W86kz*=HXad*%m!)L@lQkm^F`E!wV56UCVDDc7Umrtpz?1%oiL%(_a-xgAyJE?gk+gxcK+69kNep8dx(K2woFKSVESP=hBS zJ-n`S0x$q+l2P%ZIw9bLxU3!HwrH3mF8WTSLUv;bjFXYRck)mPv9Ip*kEy zan|n2@^HUN`bm&eW;lWGyQ3vZ{;QGpQ~Yy1H*y!!VhRuIe(nG( z<`<*2JLrm#yY`W!m)Rkq%#%(u42xC5Z5vWkhOlkT{XMGQiXIpKC%)ygK;-a_q}G;4 zA#rHDp#!q-@L{sB$fY~?6Q-CI-PoVdT5jD57(fDLS1hA(VXJG$*apb|m7%F?>SkyS zRCffP{}Xy=e_H@?U>`RL3CLHgyfzas-hu*YKC8%*`P)B{Pu+C53ViQL9pb<;+^dNx z3~3!$B64fTNg4s6(IQ5u=MHx*h|wolFf4E>voX48s3*+Xwt+RkEsf$SWA+5;IAf_j z+~HH>ko!s#LW1?JwJ25yCo4;Tu)4|U5(9PAWzt-&R0Wo8K8v4cD~*)~vS&)Ju8b0f z(x`8_MSE1IBiPi%8Vxqnv?-0fy4!F_M)yQ%a3HVq37O=K#HBf#OcKkTDhi8jg_WiS zm1QyiaU3O5gBiRf3bz0q62Ha{2vk$MFQFNTs+H84#qWRpu4n9?LVa;^gM)s zBOcl3IHjXWE}v~{4Tvg^GsD6Ngx6!PZx2tRR1ya-Au*P`lYAh@%A``gzSIMGg3x>k zI!;)X<1YOPP#>~AQ47$zs^=bqFIWQ3s`(-2T^CZn>~s~VzerSY)?|iis#n}>nA$US z59FQJp9fNu6=_xIH$~u+@K-MMml>j7Bln@9+Q2~`_y>2IMzC-EqS!AvikJ88CEUkL(8$0p+b)Vv5N;3cx-&I@oU!%($sebg58 zCol;~-+8ePZnGi9ZZe5-DEzuMVseKjXhz%6hqY7XYMr>w+KaJ{r`&z28Z=@f(N$Gd z0>A87WZ*!a@-QC`1kF{?-|*fIU%LUx0&Yvm-@IN;T~#h#;KLPQoy<~)0Yh5Kih`dy zB0H{py)VI|^Wdq3EmeKg6*F-V%M}~YxoRFxAm!^kR>?_9rGrh*i6Vfe6eQx~clQAs z!#{}+8Fu-!G%QV_$Qc{A*fk{O+F7G>jT#Vgi|_Nag~<~d1ny_m0@OhKAzJ`>l9sAb zGO)w-Y(N&ku3rNckB$hm1j&)*^_| zskH8@)QTY#h88qOL~}KBJM5#isX^$vKT1gs5ZltS_!AVgCGIA> z*7WZy?@L5kMP%q&a8$}Cc_H`ZiNJ}m$g6^sae5{A?_LDoPy(J%xDJe9FaoqaPyDW% z5l;LF%=`xtbEjo2?-^DN;^oK%gl@i)@%BEWKF@cTy^-DwmSUo>U@N>+=M< zTpCrPGKP?V@Mm~g2Q8(xT6m9CMe5JGl_tD8qIRx&L#9;bH8y$zg=$~_7|M832YW{{ z>@=Hc7bGocT@!Arm4s?sSm*C;mBL~X$(C-a4ij)z%@}K-o2Xyf0SN^w{{s5oX&8AB zTG`g|Gw~qC#`XlD&v>7xZ(~ubFzH#PbC*;F`edXC!Z`v<3>98iATb)E?D(s)%Xj)P zwoasgG922v!H2K}mJ(-uFIYB+M`)rb|5#g%4iHN?WFW*VQ|k(fq_bx>tbHS9Ua>RecQAy7=PEUWCJU`hRz!mWouY48=B6Y#RLt3I?%-3>~*70{E)VyVHv zp3MPb7rUTOA-84nF#QK1Ai#QEMo$rHSIiBrrIGcjlK=|V1ld+l#?|$)fl>%ssZW7? z^oyBUzmAhp6NjvK03|;Xcb16vCO#=@=MtiCrb`{yO+f>cFH>zB=IXpso-yZkWHB-1z-8OcVFZNnvoIVaA3N3++3&g}B zXx;h3RvK7TCxE z>&|D%II7mG0st9%iC7TF6m+8Pb#we<_k;t@zJgV|8)0je!=7M1MpB2e3H0-%n{8da zC<+B?@9;W6CkATRG!DQ_USN5#CXB47mIF?QKr(w*oh?|Wtqbg-{;v{0pet-KI$Olk z6bPA7Otb}%rwK&hvM4&bmkcdH2`><7Cfly+RGo_Y6A+w1@YM} zGqItZzb07&nDV?H;sV0okwo89%uM?_>+f%1-kxXvcvYG^5I z-3OPBdrZ_N$Q?GO=KvTGu$>Ta{*jYivEbI^`q0rpG@;bfcxh|4EjvVTZ(Jh4PC4wC z`Za}pn3R|>JF9>O8xTmzvietTLzqH)3$jopDtlPDuYqGkGcn3+)m3tsR zo19wZ6O)O4p>RiN5FMS!EIWRnLN}V$%EXS?g2WgF>??U>Ljm9o>@fkTX-AeT5eS;$VeKEU_{RltUrn;)?$KuS8V0RcrOf zt7*!-3$tQjaZ@`TJz$Suq~OZba-HI=7g8j3g|9opZS_WuH(*-gveO}734JgUJP71> z#39!bS~=eSK}2z! z2W)zATT2F=S6egKnY-ePc#$mqfa=Dg6=J@6{@wBs@Mr+uG=cvozk3b%i7c=3r5x)K z$bv#SrC_;0tvyN^rsUQOs=q9V6cms?>8YFtBMq+(fS+5b#u100>)O+?cJ31^0w*jM z3~jOIZY}1HAWrMx6xEir&;qsQUeZhf)0$%S{xc^#w^-(6~EewB!Gipx2| zhB*}2P$odP?0PRX^kp^SI-|(qj-0#*k$<3>Js}Y?Yvb17cPJ2B@f%tL6N$P#wS#*i z#C1&o3kejcEuPRf3nodV-Bo6WtDgz?{noe@l)(<+BK0SbHD>#;iph7eEnp_ZI8Lc= ziCKhag=%mqdlxp68{>#2OmjA(PppT5k`h<@0`7iWg2^&}+=Zm$jv5XktST+|hEoNO zwjxI~*{=FNpn(joPXFZ`X1P+;h?eI$KS z(Rij#>&T-MfR+%)HB4>Dnt%{hRk7?6^>90}(Y@H6IQchwk1Fi0MfY-G?SJ1TtHE6!*O^6w-YlZz{&|icC`7nty#Hh=m70R(I}2txbpm(1dU( z1yOWH9nvzTjd%q+frfyS8F$;#zj3aeCECJ%z|M8{R9Do8nTLjsvn*V7x*E8$-IDtm zG$%?ks?_Z`u0GaINq9$&vjrxFI6vRIA6zFME1&B}UFmNHM6lbJPT)?Jx^Ml7(0;UtW=s%C1OK^hIM zekOv{Cm!n2UJIT~NCn17CR;Ql6e`~70iD8WF(n+USBuo?E5?)U*nxz!=icd;!lJV> z6xcgZY${#Z=PF93rif9BggR2F3;{+!R?XgDpT6LxJrSzOI; zTkW@<25^2CR@6!~ww6LFm^jc1D28-}DiXrox`&>0L{}G@78QMUerszd?Lh-yH#;H) z8dXyjkdyPQnOH<6`fU}L@67qmbDM8wOGW%seo5H`uvp}pI0!Q^D)0iFs z4QLD^#E{C#`joS>y?R8vE}3-{;_lSC6I%gg=Lr!tLdkr0W=TTxbXsT22^z*QXgiXf zve(d+W9d|e1*&!OTQKwKC^1pi0eS-2MmdZb_YpiQx2wkn$Sh0NnIGQq_d*pHIj91X z^+a2tGAOW1;_9?TBHB;bgp>kI?{1;|5KIMig)0Z`D7ViVqcCQkuL1`VPndwCnYX}#N_;Rk^3>)*T_`J`&W9vz$*pSgG z3hYxsWVt)NW|kkDuIA7(2MVc(~v2O?kllayf zu@buU+eo1|fNUz0OUaI*0`zBTa#*Apumuu+c&RQt`@RmJXd?896q>-@9W5R%kvJF~ zf;3k;uu>EC`pN@@rZrY0Gnv}Ju#uJ#XSfiS?~(eXG91>xoUlX>LO66CV@J9z8V>6^ z5DHNDBDjeN-HaV`H@}{lB?|4d-_ow*lc*OIbbQ}P9jm9B1u3~ZOUrCqL2U$tV$oYf zPX;UVsf{WE`9A*BMvFNHO9?3)kgAeK?S(UpVhL82h6op>kjZOTGIK8}|Lf@5cKzc< z5{V#ijM$laFM-o)8+lY+eqbP2RIb4*CjNApMA!pZ2(A^86obXtuBaT)~Lq+#I~=xXySX> zP&KMCJ)kzX#AV%iyUss-#YeQ!<$g`C4zi)JWe%y$T2RnYlPvv6%FcFcRe}z4^#k#> z+{Icgo@@`i?10QuF<&ukDv?2&f$Lmd!k{2u34FWXniY_{>nb93JsL?97md;xP)`8u zQ9oFb;te(X!$xck#%3gDRd?7cNE4k&lys)CDI~K~dR)LH&5xqFqZjK!D<|eZq*hzv zM^A$QiY}}Zs?AQ9Ejb{)@}%06y*eSQK8AGWs?Cl)__d7m006;iA~jJ^wPr51((CAW zt`?+^Ag7>|zl72gQC+e@Q&JnME{P?l7XcF}=|RU5q7?&I5PDEcM1qD7Xr=|@E1}&@ zxQ>TcwIUXVl$<;7HL0w!NZk2W)54M4MZ5bQC@pqP~<-0HInW#$-r&3yx?GFR;dFKkcDs7fRKqYe|_oqV-@12 zVz!dSeseK|wrz5jBEJ6?gc*cH)!~ZAGZ4=7p-x`6qB0O(*Aj$(Dc~g>c@8IHhNR(E z*!r+NMIh=YJxIj#m)%4|dkIK(F5^up9sf%zKqz{%#$lxRsdEA{d0?8eunxPw30hw0_Mk zjrZoKUwGM~Ry92)i$RSdsV#p&OLg$#D$V*k1}Ed;EU>OMbw_hao$fk{M-8jir0}Ga zNl)oOgLqU>5uS_$jnFG?oOrL;s-eav!E3?_ZOCBkZu=eSCd<>=Gn?Bq0IKMU6Gk?j zBWMYlN*W~ZmGR;ZmK3vg0b48Wp(xT)Vz&K(sPin*MYUu!8DwNQQbUN405LV>k^tc0 zer!`%Oixp=qRCdh#8g#>n)6Q$ihjRGrX$*~-5X?M_`uH=aNSwzzV=(~Bdjrp6raU} zfM?moy5N)J7#txoLOUse>sQmG^2Ypunqetq3a6bxr8Gko2t419%$uu$7#Eec)lQ&r zHRiWwU!fy$N3A6URcbvE(4!vf%8D_Tyw84A<4)YtDe!fH%tDJQ?t}C2g(T<*V*8L! zmDW`!>a^a217O52fWIuAkBBIK3J_|k&-*h76> zEBh|fgbL-0se~IX>6NKDm8!70vboj(6ejb4ls)nz6V-vV0$mwt+<*N_PIoyY0>7Ii zbwnjh-UJ#(hDlr`BFpK)wSSR{&IrZ+-XNB0SCBO49Gp;3T2@t#Wp_^6usEK$i-!`e z{#Uv63h7!YHXdMzq9H*i6&5RsNhnBAx!X}_9Z6rM7RhB)UNO^Y!ZJwVWf$1PtJj|3 zHf1y>UqlvC06~6Z4yYnpJP}5E-{dy2SFPny%qUd_Q7w=KLesI?h zXoc5%t1eS59eLodon)s>>yWPr-7+OK^(SSDk9Eg{xB5{tj)vgATtetjC4@o{;eo8F zmJ>Xhi~*{x!trhk2*kr`NurjimiSS*-4YYb7FjvpIB0^tNp{(55u?&)BN>|+Yd~k9l-LgZgu}(5rl6)J->)jlz01WYbC8F%Z8>0HBOS*GKZ7puP z9)1G70~W$Wd}RJAAKfuoRFORw*-#}r0IH$E{C-=-EQoM(Zxp1&*6P%E_Gm<^FAYcN zE`TQL$wM5!dzHm1XiP8)i!HfE2tnq3hFZWtEp*j2?y|fjpwC=3@@ZMN)Db`kN}<7n zQalraFwi0B+}+saK9_^*J*xKAm*aJ%utcawf`T?qXA-hh1)whE@r>Ak?={f)c^PG8OuHTeqc@v(D_UiWm6MdlPTh-~a9X#&vD3I<+?tqe z14&BaEtIZ1ak}3IRAn|ur&UpLqe_Hgh2WCy#D^e5*fP`5EZT%3w>}o<+JWJPNY`VP z$f^~}CWU5Vmnf{hS2lF@TkH&ZtlUQ&oz(L;Su`mqaPq!MyWl{Z zU|Bsco5TuH`%=8962JW0meVvkeyi#?RxxxA#3 zefPr$l`0$|`8%o`-#QJoWG2hF8w%UgnF)^?m~Bp;noSB*lBZ4)J$s2^Po(o8MX8!J z4CDoNpVjpwG{WMmDMDb`SPIq2*Km-Q;!P~?2zoYBi1nkkdJ+?hV4MRLC;q;Mi2zc! zb>h|qv;09#QurqG&TJNo@kW_1LE9(-s|J_Dc5Zo`G5rZ}6fZj|vP+wh_#}uWw3uXc zO}YZTZB{689p{_;WQB!{;^m6GK!K<%tdA<&2N% zgRBO5BohU87qbrOcIqZ8#n zGltXQeY!x0#TPx% zm-vxk$=>2w0U-`y3)oSqF2qW6n~$NOWDoIHU4H7xp@|QCs8|7j@|&t5j{C6lC)>?g zAy1D&cpeD=X^(|sS19-ZT8^M)m9Hc}8a(A4VAfomL935##a;Q$BobzH+9 z`0jAqQgd0CJCOc%4_4F>bWF|1Wqk#kJxEW!p_nA1f6a?*EsnB>b2$<~w34dws5R9r z(o+?FwC*KqXE*+x2l{`{+zcuFIzNHvdrxxXNWAGEkVM!@glb6$1OF`D6Ad2z0IHoD zc%`!fd`%L-Su3*ST0<6pXbN;}L&Ku$gs5a<**Dm>02NbzyP}L*5qoT^B{i}E&_deq zVxr@UR>KaK#3Y>_dO~Y>D+yu#R@1GK)CV?9tXBVYCPZuPq%0dUSErOkR+Ip6BL3u> zaXMV|4p3jCsQU6sfb{mNpEPPLYA!Iq?1Dxx&STv>htfzCVRq`VBWw8XoBBcmh0(1m}Ui{!Wg8mLY*t7d{9|oBR7oDNFfI$#)3w;>|-q9>-TAi@=99K zc~ZQS7)Qk($QV|nnpXSwpCE&n=#WmQ&uAQGBzARA{4merY0Q0S+N$!DG=`OoDMa58)k@!@+%_vq}wc=INoz}u-grk6?_Ff?<9O};` zgAzuqy^amb3O}#)q=R~Xf+ThRdIBfFDsz?TYunI_7@96cHJui7FC46g4LvP6*X%P)1*&0b9hn_XJ z>ZJCWEUhH9eXiKp`BaeAWs&{OAJlbKj4~oA`%3i(OC^GETBo;WrOrTAn)yZ~R$XIH zNUvURiGV{XA#*^TWEqxsl&1SoO({_F30kZ~@1T_}dIB++R|B<{#$d2e?@FMaqOJ4} zA=B{=Q>qms7SfCH6J$pF)YTOBA_qk2f{cGVwy_6B^={h&7^tVxurhUK)!2>bL>o{^ zGu3$AXS58l(q~nyj>44W>g^#SfmL=(96)-dE>+#A$R>cL~CP`dS9EY~pHyI|l zd39t1`?#YMQ90@>sEOg7rS7WH#pgO8tYw2%GF0SdOObl4Iu4EDt&sT$+?)zL$V`Ml zOuQdH0%3d%B1Ejj^-}HHG8U%R0q|t40pd|$3$_NbzXY57vCjRWto3ftg_o@6F75~? zO%Nh|2gX=coQNQ)k{}9sV2o4{MtU=6d3qT3Lo45%g5gl&XXnV+Z*?y0vb1_&EV4rY z$Y^l7gPcINRtPxaLWnz&;)#m5JOCja5YHFnDF4s_GWe?t>Xt%hA> z+A7<0STcjSl#-iYGE=>EmTN%|3q=STl_lI>h@?dVy_${at@S9Ge=nbX6xS_1LK7PB?nP#dHXz^B^66LfLxzlF z=HJAv*_9KxLs*0P=CXICa;>9EwW(eL6j*j*fVgk#+IBSx`3)NP5fZRJwB{5D*JMLk z8S4;LH7okrL|q!8RhdR-54*x}7!%X8)UurL(1HTOa;9N;RBTS0+3e&}b(5S01rGvA zwT?)sLHO0lNEND>>b8-!AL@fFr(dyR)AiwGmWdQ|<+bR@{f3OQ`HcKHi(859I{E8l(1?CQlMJBQW}*jleRp zx3v=y)YU=G?_^q?esuL*kT{gWX6NI8&NiKwkP1v^#QBNJ3^X$p?(Y#K(9TO%@%jo% zWZN-M;vXTEGD(Gwk<$xr!vQ9aVYK+$lwl&GQSVoyq$A7gZrrn@M~tx*h;*Fh7lt587uxO3N2fmtcZ!M z01Y8v+=^M-tAbilkwX;Rd@BH*C5o<;DC0x?nopL;UiK*?am$fxm*bEl8(Dbo2#|2S zm;>&MqcVi~QMi8Pg^dDOO4kOIwyPz%P?g4#+&EiQym6!Tink3dJ+q!h6iB{-gw)6i zZDd5&fYs0dh}I?;p#l>nvQXxp(Ra6~i+tW9JGMl+QkXf+3T+DAeU-;*D~x zy~*pc3gc_C47>?JG)`+8KN{d=WvgJQD1|=PSfY839n?W#f zkfQfb4-|2t6>(I$9vCeS%W}sJk<>dJbv^rUi-zwG=L8Ae>l7&D2ne6lsF>aopcnHKw!+XR%VlFud$!ANP55S<4(Cp_^eCGqXWZ>Ou*~+Jag(<5m zS$kAYG9L8R9k~`QA+qXMAs_hLtD?M2uc8WCBw$7q6g1R2=8&hZ#MGZmYhX15Rbo}f zg(ZDP6|bOR?^hb5v4Ak)V}QArG&P;~U{YeJ?u@))Aa+bxH#pgr`hh4FjI#;RIaH^p zV&{8n1vJeBPIjFKX}Urtnd;4k$ML^xu2hFb>{i2Q(t~=3CTr=)h^kacNiCLQid)p^ zsj?`6#Mm-N%#bAt;iYPPV%_3cX zCSYeM9;i%B!bK`fVJDkBKm~y-jymnkKx)^0%1+`h9mTw0&Fesz6*-|AFd~vkYfpHNo+J3o9lrtNVe;mu6HT~ zABX_GJP*(Fwm1utw@TOfB2KJz0eU7xnI8Prr89UK#XjP*^V!-ogMNX+!cnkDTA9ZE zp%2MonF}(7R>La7qU?;CLI5fL30hTL`=i8}nJZ%9MV*S#n39LalKm#{dSPsSRAi$Z zElBmRb<@OH=HbuyR^nGT?~(c)6kb}Xb%uo;r&O;nF!qm|1!dX`YBmzt($PT0;uV3# z9b77w>)S@N9%;vPRt{zD|9F(lFJuV59WXx{)v2l%oD6&-&NP67n%AYgyBFI?5Q{t|$dZQ@oG z@H++X#d)9j6|#dI#YkhzC<{jDRfhKie;!e2b!gdpDOC$zC|Xa-)h6r)5F|3X9Kt@y z366lA#7eRQsMibcXHP4OTVWXyQ1h6aZ}OG~lSPrjZ2eb>A+`7hH|UP}j8_blHeq;*a335TNNj=_~^@$s-fqwS!K(cIf3!3oo}IS{9FJ zcyio+N(kN(`t`2WfOl;jL^C4zNbmS^}5cdouSollEcqQS*#l}Vu8kyH z-+!|PA}IM31bD8g$)3(sQrU!mE3N|~8Eeyac>P?Mq|rTcIFo@gG+eE{z$^YS8AIsT z0I&GH^LfBxs5GLGO>tWje5m(hr3XZI1YyHP7(bKkxG8`$%5cy23l^L&Bf(9pl3a1)*sbGJ0ZE{tZLx(pN|aM|YD>XD){_=wW+iT|A^8T+ZXW60 z(LEHvTxSf~gdg!Og^h!@nko?HkA=cc3shN$<^a>u)mopr40Y`(bYlytf~-?Cks;7E z2v{{Nm4@~4fz8|@!i93JF(U7dH(->QgJ1$`NiV4CJj-dN2K>&maH2mT%W~}IQoMx= z-PWYi-00E(5QgtTD>uS4cR7Shyn+R@EE_4UIFTV<-6UU>Teu2<>ihK_*zG2A4SA~S zWJo!ufrTp|TcKXNi1ll3Q5ti%AQM_l$>Mw&^sxwIR;QF-rwza!50Drl`Y?3Y@f<{Y z)NT2FM;wSsP;bswPIHM+li?(4-$jK^bFdn!KM^eYJ?;3*51g!B!RXZ8XKJm(NeU+T2u`PqrA#^QFlBzm zqX^2fP@Pkbn@Uu*5EXA1%uYsP%p^4bth%)Sv3M*3lOc8F8)BUG(f6*2%U zm5rNQb=&bv&A#hmbxk9ffa{sC<%l;N73?U+SddLCkpvH3X?d}>27wO~R!NNzdoIMgc^1Ux8b08-&af}3kV0pj#r|(TE>)vR2k{jB3(2Y z@mgbvpqNu<#3_Vw`_D?AARI^6F=SFfBamu)GtYJfY&B>5CN*G*qMwq5v&^$FvAX(; zNsAGqC94%Ai~#)j^fQSL4Cy}!i!WFGA=1i_n(iX7i3`_hJKp3vPnd+hNT#8>X=DpX zgs7U5hFJn!2r@l4C4^Rk#j#7a$`ul)cU-w?J%WkVZ=6azTY~x0^9JHV{^U(*zamc4 zPme0eTY2}eU=2xVM>)$7rieTFLOMX(X7e&)@OP((Z3DOx%>g*4G5Va&3~D95s$eAo zm_g@?PDpZl1?09I+ZB?RXVywZo6uOEPNyZ#y2F|Xrh$t=OV)eG0wI)+PIou;i!CDL z&{0Wp2)J6#R=zUAzwc;+Pg;*%kS8o7tEj#8$sHxs^(l{4U-MX5&%f+MAHbWwQ+cN( zWj?Z6%~CI&uE&>nBnavJTk5dB{mL8nPi3euu3beSnjAa^G}WN~9tg`vS~3QxhGHbt2*j@sELuc`R2wnqOHZMAZY5lk29KV$Evn zI>HNbtBxeu&K3N0By-@+j?@MEq*cQJmCCU@z|9RJ9AsdMF*#hcarrK0=bOgENn{%7 zFZV2msdAuDsU5vU;0lYB;QN1rZyA9AAiD540XA>J5sr?r^E_?BWk}m%MbW7edt(UP zSea%%10{RCTXj*oGJ`UmKg9lU3tKXwWYRmWQ)FoJBf5!yt3rwxNJb~LX(;4D$7$3+ zh7$n&SQc)f#c)8)B2%wQfm#uj_cksWmSXkGc*INf;CkXEF6^_aZ**(0O774vjftH3 zxY!gMpp>r=47=XBh}hA`u`=m{m>O7qcj&_a0A-q`qj%=#QSkH}WEF%J#!!QbQ4E=ayQE$-=^3+Clc!w4Ll#xHCYZzM68a&Z?4XVz*eN&6+ zgiGF_e)~t{7lSGvy6skr;JQs(Ll#*tue;v8QvnK;cAw`;zW97l4%m!#LO`V~XeDCR zbl+7g#B>%wp7ewy;L{rU2I~O_a-v@)ZWq<8j7>xb(BhSLBFE*tVZq2K5@KnSsH2Do zuFr2;-Sle5u~0)ksxS+-Y6v3v%HV{G_+>JgH16s`f*7aJ;=bmJXT7un(CR(nGQX$S zN`OB(P(4}K+fku^ev5u=EH{OhdTkXie)o$=htJEPozhj9sdI%x2P0Nmi%;WWI?isu z_^^^V8{MST10z}!FlV0t8Yl{XqL30HG+|p>tiz1us(q{3iC$<#u;a1`JWd&g#!LQN|E8{ZJMt>Bw5i z%kw27i$n6X0**Y%nt2RCmjg9&fGf0G7)kB`(B>-N)7#JuBc4LlE(xZAywKRrstFLg zYC&S&`JjA?wj+yV`~q0;st=f|6Wtk-yo>m;iRxo&oS%6MzzFeSnno-{5MXJ5iEjj` za3n3ILKQ{Hf}Xc%Z#D8soyyJ*2n7|-(!*t|lEcVL0|>K}rr9rfO>7^+#W!N<9Lo*- z)rIfzl*X=LwC;{Uu7j!!%@JK<;qo(oOm3&$T^^j127xy-Gviu81gCd8|57;%zTs&- zv6M}h#tzUH#2^&3>!>YVL@SeG+v{GV9*UC2>4$#o6)cHQkr%V`NZasZ?k-Jq23X)U zSJ7-!4#dcztBcv#R>e^@`E}oFn6~2DAj~y4a;!*8yVO~}syDRma28Z1K~~}0pXyCO ziHO7?k&S|QOg+>FBTBqcqa3!~}k+UgA$RV<~?vxGc ztV-kV(uUAYP1Lsb*BnrcLLH~ZH=8&Bv5-m7+9eC^T*se>ewH5J1*uA41 zMH(*>#z#4}1Tt*I%97CFfGu>Z;r$wE7H4a4MZVkeob6Y&Xdws)JMPvLF%)=D9fT15 z3`KpjsvOzZcdX7|*4ydVX~K}gPJkMR7ZD)7%Cs|%4%I)Lp2XvlO+?}k3+T_Z#z_J} zpxd{}xPBslAgr-%uH<4JiEfA(X~`#~8G;zf zyj7jZIw7sJOr%zDu5t_^10JB3X2<5y+2V(65Z~)=1=aLcYdjBCC9saz=Qzn9Vpd8~ z{{Uz%bEJ_pG)tL%4l2AMoaj>6`ayAeBw?Wh_LiCXrY#evj2`!n7pk^MtgBt6ukp$J7MYOm= zdt$LnmD83Kmlx!s8Gw}JDip6!W`Qy}$t6#-(vXC=jIDFJB~}Blk%8M~v9P!^ojw8n zHnQ+jOv+Z>&@Mvpjnw1@X+^`V>QS`Pir(nLZ|0B?AqTZr1+}@zhN!;_JycpRnLHd+ zr3-^odX=^Xp`_2b?F=%3Z-PQp-vNsLg>a=pR4#C&jqpXt1fF(!+~D1Y>pO{HBRfFR zd~niCa@lgI*8#RY1&p+bkKk=3>LL~L-pC?|cL>A-7>EFF3|UWq+ZVpAgzb%j&RdUw zs@LTmDKcmj{2fZQXR*^uso*p`l!*$~`R(|rl*e_i8`(8$b3#y@7yqfnA8OTX-c#V5O0kSF6ToY0dx$W%YF&EEqZonu>rs>K2Nrg*t$h z`0}bgd8hC6x21UkOpSyZg}kBKTp^-Kpc3WV7ZY`iRQ++KT$pnWQDaN)7MAx65&G?w z3U?_%GQ~nwSW09ZBH4*}p0#}GwM98QMGVC{6pO%E9(a?k8D&vgT{`XLm2?k4=sLb? zP!Z)H`%!egMFYWlu4swyShi~x-2qqohcW%7-7Q#phj)0EL7?K?9qkAWv(z$vmlgnz zlU+V*nWtd1l{lO}1Rms3W2v4{cNJl|9k!@MM5oHeqVDGrypKJ}fqH&}UmhdYR57Y3 zgZgS$qM|gfCRX75`Zg$+dOd|{aZsaXK`42FWE!;O^r2LkSm0?vXk((D^lg!yB=%$D zvQT*Tqzh>BqP~WGL&@S>QgBy?`v%V=1wdtMxYv@1aKuA~c9byq=}JqbZ4nUES4t(L zQ{nYrnhSM?SA=>M=soHtO2v1`+f0*nQXO*#_8I1w;US0vnn_e!8MNM z9yn{wq#fg>KE1O zFkzCnt&0s~_NtD4`>P`fHj}b;?xe1-}Qt#z|`@Gg@<_#!Sn` z^mzPkg{D$<5;LsRpMlkC;tEHAEGiWSL{%pgjtP+5G-7Q|jR6TO?|oF23Ty*serR$| zAx7zXh;tWZOwj3x{7bpDOUY8=&48=!AukJlH#!DRrT7TCnvmZOu(+Tf-XDNXqg(~v0*OCpen+e6R*_8$y zYo`SdGQIY8E%2_i1S88?--aUgC9G1NFdtv36sza2bQZ)Fmv8pz=HPKtmYs0Fo*=wv57h}zLTm=Brpw$Q13Sm=<^us}AT1PC2G z68zG4NZyiT9bu)Gpb_@7NVdZH$%jJP?X)hnQGQiK!sGgdrDtciJ_MmRP|;cK@c&bA z5~79&g(ftSOMYF0BCxL!a@_=giG?gsV^bcqaQ4*}_BXFsh|TSIwd?NS60phB>e!t> z0){JksbzSiOaS?*27eZ-ym3-52@1|ers`}aalqg!pHd>~2I7~xoL}o)iM85X-RvfP z{C*_~a8yGz%xci?elXP4ayABA;P;p}mo=-vr!0`!T+eeLoV>T-)r9?cJ|~KLJDyzY zXb-1F*lEl!xl+VchIGtjt*22WGr`uK*G{awbXyu@=gEJ`2epc)|+Y$&FO zbnXm7D2k3cBB^}E0O5IUq-24C>yt?@T95!6L_k!#0XWkFSqF`)^xC?loBL!)Lt>sP zEU(}L7@SvZeg>om94XLmOjKGjml(AHSYvZlb>g=0mr33T8*8_i%F<-PPimwXPTFreh}ABk`|1X#iXR>Y8(OV(eP zCh1j97X)ZmebVKC`ojsU+GG;2(^8mpH)PdOM1^?E&AYbQ2?7zLwv)J*b9?}V*^K_a zyC5qEc)o~R`(5%vzWPpG7cx1Bg??sWzT=CW)Rxu?>i8jEtb#Lfz8FNTwYDP=ed z?pCO5T<$QmUz3jH=LYH?c3&AS1t{tTj#H-s+UEtdtg7(~5S~DnCAz95Z(-54#6|sv zxK)hyq*Dp_=hp(dsja{Om0B`=r@^%_Xf?*DtPOmV53+(L5UvMW(Wsi6YN-YrjG^)R z!9e7;)vC_ux3~=#L3Eb%_Nde(vPtL1`79>XI4B-kvQVQ%?4z|YHLTQk~_{H81 zwpha&OT$X0U7GY-!ac{^4^Y>pKnS(#*+Wnwn~(y{y(P*+F$NAVe`?B%A!LUv(@V1? zyvrHh)SbzUQUNZLNU}Njk1s*EFFi{OwrbmFQ}$uc+x{ROCi^WKVUd?T0C!=NwBpvp zkU-=`B|!rfO&r2J%B1zFHV5V>)%!USI}_Y>zlhiPzpq+Px7hSNLZ%JPz_KUT+S^|0 z@FvkD0*Wg0Q>!ZmnNi?xYq<;;!Aa}NY8pZ+M@S&e%w{qJ(h$r-mC?iCT%u3)}}x79C_ zK>daqYwSi4G&Ul!;#5W0G-=zd{EG1|+{}>Fy7Ek<)%{pL2pR0CQWI)E=1A(ph(uMG za>PnjkOrMj#e~^E9Sapw$xh9(zYvxObw2EI_7`E5lgtTGr(CsR@Q*ODLfP&!`Pt1< zd;_=c<{Z3*E1iFLrRujXQsZQTaK*pZ6zaqUG;cu?)?R{URG7+v)0vo0be+m`e(pHa){svPjasW^QGKd`zPVFB92% z#XyfFe9(wVlX?qITkdqWns}EA>b~{k1{`hYeHFDbYl4ec_ee;lwaO@P+n==qs3e@< z<}B4n-<3$Ei!ZU`=`OW(;-_^b0I>iN7sGJ! z!z#u_h>)48i*YMmRWpKBkPz3@{w2_|wQTC7FUYPp+A@72K=~Pjy))UAat)sJi+}Aq zds*Ps!WAvQ_oxd1Ro5B^CDZI1odhEkpqD5z_e^x{Kp1|Xo#0SLQl)EP z)qc-(RHh;5B?)=+!OHrSbqBn+|7?(6UdMm_@{hnrXm$33=ndbGvxp=0A_PWj_2`8X zUS`@3dzfkqNHNOTp8MLPxF-^lAl>&a);qAMf*_$ZgceOUp&C|12$(JodrLbbMT9~6 zF^3EX`J@C>hV?rR1r-z_IY+JTG^*`d5x@3hQ3%gxEa@u}8LgLo!DyANjIp%GVwP8L zqtaDg_EnwB8XovTzpSsaAqwwgLC-D&`1LqFVwHGYl8GvQOs}x(D{Z5Ci%Z^lHc^Pv z^#84=D#Ji4g3HI^-hUdjvvaCO53;kjRr+;z=mQT}VDUgGLYYxdEkFk9#wzT_yT~w~ z8KGll=cx4Mv>c+2P-@lOWdqLhfTei_$=RlrAt~K0>~pJ2>6R^GxHt-Wr-!NCY0n?!rCqTQY2K8f?f)JZ2hMN6o7hF=IHX8;jax0ZCsp@M)&N8c>q$f2btek%5ylqXu=xeGZ{9dgL^E+K(MByvn z(*c@8ej&{(&R>tx8_Jo)Y$g1Sl%ypz84}?YYMoO{4Gcivm#?6CwN}hb3%4ZLMDf*K zcS3DR3<5MIkI<^m;432(&yvN~{_V$rC~Hk~dDesi2GC2ra1nUUDzp<~jj7B%wexTUBOBVdsbL!*;sbzTLk#$O<@ zB$X0SZPTx}hMg@aur3K39+CnB4_qLKXwMEmFFVykkU zq1*-sC9EYING^O?xfKy+9koVR%&{UQI2GGFSA-8dSo3RY?IgY<4_K^VZ*7wrBFxTf$)cH!#1(XV z+Q)l~*|cka-V56bwq{F?R5o<7tSYypT~NYPpri_;m$+*Eer2l4=Q4{^^nnzM)L-kJO>4`X= zAs3LM3i8xQC*(@L2v~|#_9;|z3H*X8U@js{sR!(E4i8kH?XE~$sJ{c&2*~X|MFeF1 zGqK{MkSft3x^PMMuv6wwDu}j|Vmq@XA?0gDct|6pE3It>lWozd4TF-iqAOra8gxEH z@}rEqD?x232|5I7ommlpSOOLl#MhyTBy|Jm8amcEJJlk~0XFK}jT3-ECXmZwe=@jk zqHO_J(tqGY4+JqC2{=A)U));*Ll3dYZL5+SRSOOfC+7CZnDx(qlpV%19MSz7fhHa< zibuGnCRR$FzGFV*Xm3^qsY?e@m3mrzxvlbzfgN0{GKwm>x0|)hCBY6sg@98Z=3$H- z#iz&tKJ*l|tJ^f>1SNjP&@#|e+85wb&ZpPAaIYZ+&uZJM_F4-AlK^$FY^3#y0L&&2 zDVpxrw-{=;fa_r6{6{m?wU_ycZpX8sZp$Q>d^#QV&tD{=)RE;n||M^?! zkq(7qit7{d0k;7X5P|+!K&+J8g&(w-=)gW{Kf}lCW&`t`?2#wCP*}?j4X%M8h1SXOxCt?_9WFs2Y#wkR(S=x~jd}Vfw4zq{mjYl=16j}5nP_0!P5E2}9vLMZhG9_Dm z%>_Fyfx$RGid_yNE}IhZDat`r2VIClmrYVFqa}vAqFW)Qo<)jdwgs+rC19TGJ{8Wa z(SheG|9W6BHeP~Mzq=yd0dbaQfjgJ*`nx%k2pkHh^h;I+dLzeNX#=B6lrDgCqR?1z z+9jBJ`Q9Qfq?SMys^E7?oFdS^tc*;7SO6G>Lm(yH*H^kt>B^LH&M!cKSqCQ|Ovn}M z)oPW@Ca;U+iR0*az3z5rLj{p2s`l&}>Pl~A8;i|v-G1{*MNnlhaid#c6zO53S|h>= z>3Aik;dYMjdt;J9z6htZ>8bYvYP;rAz24C>N?>yf)Z@#!?Sc2|OGq1L{o8*D7hGcb z+8F75ljCnyQG~=hBWRW)`?YhNcB4w~V4ljWey*gTY7@W&(Z(FL3%!G9V2MoN*oV>* z6qTY{+ZR8!CHvVk#{l9PIqEaHyaYO-kcC#?$W1k47NtunT|iQ(*GCmu5`|;~mq!T1 zL7=B{?}VwBWWLz81hea-Qp+MG)w7?(G7(86uC*Rug>7tL8QQ6fpysOERZ${s?Thow z&25~{rYY=6Lo@=(&4=gba@H3F5V}G9X_{Yt`V80ig)m+1DC=x18LUI{qzWw@<6$}R zV!@(#&4<98Chjy!h_VV4q9-hdsIYimulqfEsHhS{(^ddw(J!AoLKb0yuaLW#W{9-2 z03=*mdBse@Rs4}?Ni#u5rw%SKL5I7r+5dvsqC$KkFh!C$vmg$pmwZZ&)j`=yg%*E@ zX-&{GhzlW1dAB<(NsM-CtlUV*3tjz+Nw+0o%-eL8UG_luiSs$5Mu8lbYXWmF>_kEi zf>J5?{pXiI%+Y|^8D8sBG=Gh_?iy7#dTi{H07wDu^|tIJnZ)DJB$411TyC2YZS~Jm zy^=-%3PM`dD~b^r5rS$M`87m}1|k#!Vs=IC;-c=6NZqJB3c0<5$F>8WtT~{8AP?C~ zUSo26>>rfLEJ(}8iQIjtj6f}kwc=f2koahF}GpdqXcuRv8{%?Pf7s3UOni!%FUbGcH zsW$82)ef@}$M3F@4{Iky-&KZEz@lwuL4;ae8(>L`o5&JG_04Eo=Y8smEKoy(#EZ>C z6;H&Q5~D^Ft;BMyMD^JX^aB`2p-CI0#=ZhVD2@7Lh&gK^rd?Y@)qp6|RkFdI$<_J= zPE5ng!*LNKqJ(+edd_5|hRIS$r!|3AwMI>NTCcE)fD3@{*SjUGV5ici_JAQaizF)5VRY&Pqw z)dp6e;1LS;Rs#Ymz6)siN|1z5@@Ks18%e`(;fo|PTXMRCatlm(E-r~46hgQ{ks45? z3TfjrOJ_Gt<@$!52iQfyvW>_Fc_c&y_0T6-#WaG)>wMalz#|zhrR+y-2RYzgW$wRbFojA~w zJ)M~Fvhd)<_&@KPT;Or4gztPLb}uv$H92@EXLv}s$x45(6)O{JF`{H|ZC7BJkRT7M zjHEGxmC=088+drKA>`&!UhM?3*atLJfW(8-_tP9pb@fe!x{v@sXiOA|s%{lL=wCx$ zxn%9dI~tp#?ST3tY@URSKpQ!)uEyQ#)q=%FrcM*^ZI@hwRz zq+u%;@So58f1{8AVhKok!rt|sl`8&uvnN~XI3g8QpLgg3(_aauGW0~BDyrfPxUo*0 z&+D_i8yOJzBx zhjFKn88XsW zoph%Ira728C1UtMb`q@Wh(u(syI91csVCI6~v+C2@6+@{A zLo%pbxvNjGYPc#)vm~jyjq+lgRg<1ktgibrUGQVpIw{S>OcIAb-I_UqKtB9d999l2 z4mx(yG`H~%Xj?KfX*brLRvqxW(2yb3&&k4X$5-_acBV91I~u9TDqJ*=AawSke(LZ; z#5yJ(2++Fv>1ywsF?>*i0pD-JSDGg6u&^bI2^S>l*8;a3=0l=z!X`2HwD*%LiO zUr5@2r-OLV%dwoUg6|_Rh=S8X%7wT4fJ$5mP%|`FY^M|@pKLYp%buN|aFdF3kZq?J zFGL26vqtv{SOV;X1balsbX}BcWudFgOeo_xw{Z(IujBI|G1fw<PU6gKhT&3y)VUNDv3>>wU@$yrV5J7Xr?uuJn77O>u`T%*Jb z!p90%v3P>zFuUR#CEW1`=D>sk)3$igFw!kWt8kJgOSnSUN*PSqRfO3M_7X~g`(4~i zbyqhlge)pw;h%hxZdJa2llEeZcL78|TQFk=DnPu~pxzU;4)Gz6urQQs9GPv29Sab^ z0f*(o)u2oT(mvq;1}8UxiIITf}8J=?MTqUdjm_ zAD?;>;e(cXb#SF@g9VB{yG7Iz$u@l>-BKKNJ#TWR1S|Zd8ei6Sk;%w19M(;Xip}b| z;!=S0Sz93HJxbUv+ps#SfJn&#lXZy(Trdp}T}>rJjRe_c3%?8?B`yAxeC#t-8Qle# z^e3j>~gUFG?yFIhY+SEHEo7lF{w4+GiSvvSxF27PYXkO_Zt!H+0!u#vsKhKJ6AY zI#V}NR|7x=u-1^tn0CrTbV7%!gFxAdk8zMdxHh~jEXu2HLaxBImUMdvwGAuZ6yAC* zh#VgkHkb&MSHNdFGbKF*EVaaU_fB0#Nkg(Ex=Y3yEL@oR2eyf-WRcDL=h1VmD;`(* z1Bgp%FGDoapqmD5i#=&(zo_`9sE5E{Ad=@4%Wp+utC$9_Rx*t1@GeqE2@^S(Ksa`A z?_S8KW*Ut^Ch<=_uF%U~NVm?aG5TvU7_?i39fQ>V^_Czf017!~&CBA4T?7)vpmTJ- zF@{~H5Ui}R)s?{xFlT`6K2v}htrsYGNu=nAplr(OXAc0aEy*4NvaNOpBY1#mLDWp&iC2c1eSrA3vW zoKpJLJ4Ne4aLep~M4SUCbk3CMRdi!WVXlbW?tCLQSpmIyJ{xr2Kq}T^lhZ6GsTjm$ zH27;@*2-n7nsD4DBI+J+H=?H3$jh~Iv=+N$kiYOLy#xT(8+DiBcB0P(hkPevIBV98 zD2-Vc)HZtr;g}3S+GT~YH8C1#?h`R6kPY538+sS=k!zogENQkKuw7ROM1mYT1ZxSg z-eNE^o!`L2tM}H}TWO8!o6V#_!*#cmmQqwGbri%c!fCctJD>qvEdVO_jNM0tZpX>h zw#g1FL}APn1N4$b2jWB^Wql1B_$9QhP<&WhZ$YSDFqkrYB0{`HSm37?-i#vCM7a=D zNBsRFduU3*W%2dCwq5#ANYJn%Pik0_Ku1SFUkZ9RU)BuZy3kk5GA=mQZ&BuejXMx$ zY5bP(k$N?!c%V9<6?aG+u2Od-yrtmGUHZt91UwK-=t1pAVWMC~9mEJ&T>`0PkOm~g z9vMOmWQ(}OP)oGOw zA*rcK-&Wy4c)YQCDW#->A)RH$gJ|z}lR_UMyXqJ+PAPTT;U$13C^%4=_U8R0RX^@WBjQU=pn( zC;Tf*?l2F7QG@Cqa}IuT63tt?5+ZWKY%TU#p0Ht;qF9bgR93fE0k}1=J?dj8`@M2q zccxgZo26Zvsgv>@HwbnPnQ!Y{bo}j0g`0QOsT2i=RpZ|=A!LPpINZ=;rNB0laILr$ zU74Vktrz?qVP*kxN}MCST(u<%HKqhL6d1}M99SBv%bqI^$_LO~!9t{4sFCEAj$RTr zj`*j^pyth*QUC@DM*~F(?uumTnZW+d)I9j;)WPYH6};Wv;?z5eupX zurf=~?ngmZi_6cI<_Bv64;Y5)@OGM#d=EgClG-@&4-2un94}MrMtV@gCjhmiWM}XU zpCcQQYRDc5eIv3wn~=Y=Y^Au7Ddw)U*@{e}mBbu>V8&)+bt$Vo zU8EOc+Sr-r^dpQm=&;dmFh>1FL076tG;2wEhk(V#d549`In8_-Bq*-9sn=r%bmodD zO|W&+YWT>?85Ml33!ZIGt_Z>)pkArf2j2oZIZfn>00)h*0StEWf`Yd=Ky|F*1Lob?c{qMS_Fqn5N9WqEAgb-S= zmjpg#Ry#gU#6--JRnL!PSr3Pe}S%=_0yEbNOwZQQ)bqNHAHZg<>d=`Qk^1u z>el4~u-O{W7tFXHUa$qBSK|(dd!@7MV2F$rV>R65A`pZDmOwr%B8eocW=LHl`7q@V zs6v|BVRvN|+K_5&LMW`Jh{S7D=Dn8kt52`D!lDm*L?oTm~CzjQ)ZCHzhw ztvH2d)J_+1C=hGlyAHBs=}j$wbc@<46m8rLSAV+J{;|E3w0pRrv%s)2rrr_A(lf!i zTcFUDpVqu{j&?v$q)Y$Z3 z)f?xCfGbNEuv~9#lFVl?gao=ypea4!aF%DTO z?JQWP3%H%S2w8#xEZ0oyBcxfoiZba3Vm)DJv}7gH2s<^EC`)O;ceU9NUaE+qdaxLD z)P(>ARw3%G{aL2vsvr{swT;@mRXFinD+S@s*2cpNRYB_r^%jlK^y!#-zCEcIL$@=O zze2wMecAPUv#Bm_7FeH zW-MZj9MJrg(I%{A_ac<+!TF>Ws1o*OqoLVRQK7MgpW3QqDO);J0Q?FqAHj1t>BVh> z4Z(nHuv!0XXJWSl1R6@YbGO0>L*U7(Vsp+f)9Yz57*Nsd-G`O67R|6#77r(3Bh%iIid}S@#cNV3y9!&r0(3ldoDVL5jDp`@ z*xE}b3}^f*WIT}uQoyYZN`>peCp?8_jScMA^fdv6W92YhZC^+TC17QcRdqG@YhXcM zZ26ipB|*SaBJo`BB&s?L=3WZ`KJM;hEA(MH%BiimA%GYKzdglO<<-KmzKNc6CJ~O} z3PfFVb_fLvIvfgDz+F~>E=fR%NBP|w9!! zkV?WLVlgDHqfk+&%K^n2N7hY|5{4qm6ZvC-Arl;~d$se1#I+UIG|#Ga>>Uxtx_)D! zSper>yjXd)u}v>QE56i_?&hOy)w;%`nBLwg5~|$tfFTI%BN?foCSf3HOIFItGy!fCOGzTOw`**x_}cFwh$7tmFj4)Q9TBM z_?(m!&~F))XT4Phur)4i6E=zKy|?36uXq&;LV*h6!!>fM zIvi``Zu_Vfh)_v1lySXxBp@b}DS+c^e~_bb#Z*VywNIK|epOs+4*IMWVjkLqR1qqv zT#sa}z=-iZynERd8TkfP_+KIhc50%4JOfR7Av57-Yh7Nc&5Zo9b1hYXEgG&=tSI0s zWYIl=bEygB$`JAG%%?*fd^l8?xT*!h!7zEiV%H#tgT&r z$1*ZX&qqwg!5{rMnT!e#5L`vFRobUuurtZ;&8@N<J)#b#JA7_q4o5+}%ty+FGzY z!A-`|7U;Av-3I%1M1`h9dk<`=o#D+_#{tYE4@+3q2tg*JN2>7;Vg;4u19p>jkOEvec>;Jv<$4*NtqtT^0mA9j;OZM@ve?w} z)aV8#PO&`mRR*7sutuJOBz!8gO@<~wvPkKY<}L%VQ0D-he)!5yWN=gJpzHXD4@Jdx zC4$uhn+iZfSGa`&io?p$6uzK>cKtLKU#VbHrTNg*AcX`J^NO4`jm#>>@l;87XD6EE z@J-1nq`_og>COOy!YNX)1F$UAAwkt~4-kuJw`}!(fwF5b;;mZ#`fOyoCX_saFkEK6 zIgaMQ;lcpSwkc(^_Bu1tS=GDVvL&jEoQJ3Vpj^*7Az{KAZ?7@VoV;p6G8aA>tGh7i z)N~92=sSz40ISHV4roG*38ADDpB3!5(Gl;?lsbV5Z1sFGdWQ0JHr;56f0nw*2sc3j0uCFoJ!E3d@fgbRe~59 zG(iBxwEuOs)@(NFv)Td~Wt&|dh(*64_m>I2sl%;M>gVLj1TV{`l9>O_;ECe8q*Ogr zn+AaRt4b_I8zlb%4+Pv}v9u*1mo8MmGA`Wiu(*J){Q^N(7BZi{mD1dHE-FfUs4nzV zjD@Io#k^FM!*^6qs4hfXHw|pn$b{$(HATY3mO<5t{C(Yk`rYz83xEHp}@u&xc^ zbVCiOJOFEnZH7Ze12CdtHu13-6&4+zb+xH$Yqgdd9C_Z7RDp&7yj|U~UF0TV@GEJ+ zpDkOJlc)1EsJgSNjSXpmWrx|?4Oe0s7Qcd!sD1{h=;l}7 zrUeaDa0_K|S=)MbR@HoMKw6A@`oq3(bjx%IgRxtqY#%H`+uC4TP|Y4sm1hF6t;v6p ztVGh$#nb)Vsmig_yIP*x7$34sU|f%F)=#%+m?&PElI}sCfRblpbe@}M(}WO9Ita3j z#8$otPP*?jSSr@kkHSPYp4jfR-J9?*!pM!GFwJJ2_3BGyIyIKAzP|iZvqXw@sUxu# zU^x{?TC8?^sU>aV^xA@l$aaffiA?{a8kQf68aoMCHaWQ08R)24Dn^Bdw}hjFFeeKx&n4- zvJ??lq<|EOt(qVb(VYm1zyY0)^bBi8s}?R}a6OskHL$ccGT(HrU&ve^zrH{XIT@uW zTIVkPN>NnF3FHYAIZ@9N$yoe~D5*?|`V6`H;eWT-(hkhlIcj}WRWDcy`?{WLh47Pa zC3U>#uf;}XR6e!FheUjCmuPRbL*Ur4o%wMSrI6nVgqjh`$&R%=Va+1BBQA2KZ{R^Z zAq+arD+=qLgDASl`XV$&2LLtZ`_d>#i=nEOJ=wvxNRkeTHi&t;ibbGZSZOum!CFN% zgKPW>nwFyj+HH8bDR&o93@$6^61`MND!n* zuax2aRnbeG3iDEhTAuJlLX{Kn4#chwU;XD0i$8cQ@G{5- zF3-tL1`szr5tulGQIZbZNF2}~l~Y@Uv1dg%pXQ}O`Fh^i4}uxrBJDM42}LD|Xi#DL zh{3BssuN{c<}e64<@W?5$n7Oah;;%Oskt@*Al|Jm>gR3_#)(Z+Rt@H^qGlO^#6~i^6mri_l zgv2{q5FOTacqjv{8AZA0^lm+OCQ-I%)zKus-{PMv0rE zl6vcl+BUR~Nl=7RN#z(ysQ_S#ASp5V7^0Gs3_Mn`o}iScL*p`&O#zCclQ{7a)q~>e z#dnWLg_P}a8du{Bdi%N&Yy&HVtaMx-IjQ2elk}i(n~?A3;b+#I#)U6+-xa{z!9}wp zau$ZN3`=P$2$0G+(E{h~KAcKw37cT4L#j+hw4y>HCXUQJ6bCOS^xIuKTMMF1-#7gil7qg${Hwb}>Y*qS&Jdr8jHqi&AWWT#N4Q%NYuHl`X_r0n7`>#0%J zz}2vpm|t~k`om!?j#rlt8Px{rrzC(uQO>Y1+Ov<6%xB9NUP>v02BYMKZ&ASb_NYV z)_JT^m=0KnNdd?SW z!ZJaMODdN1n;!vwjWLM3(<^okbELTNOz~dVRpBW&h!<5^bZi_M*){$Gsvj<}PhWLS zAVCGXp@3;YQl)%FOj;L=)iz^^yP>eQ0rZ!x9$h$dF5`0~tegSic2(DPb!KH4swpZl zv6<6zZC-;c0`RS{Rb9lx3!Fd}PKaH>y4?UA zN<|&Q>_iaT(Q48%S5+*gW~?4y;SMP8?Vgk~-IVci;KX>K4fdgeF4Ne8f#Mqh$TD!P zfzlCa0AqF0pwBGbOsK&+rh_9=|3{fzD~{|0OIFC%I>$3+EJ*bd{5uayiP9fnPbM)% z!%889TYHPZS!WP*19`ZmocriMDvu`QfE@#`>ivh7BWE6Fvn>z)N>_DWf)gPip_Ej!Q zM-Z}XP@qhr0WI?KC;(_WAX4sV5yWLOACMa<*|eWO@u=p7tU+L+wnmRfFoooZms+|7 z#91tw00P+_fPaKh@3NP((CQ;FpaScB|l3r|(69;+-+d6C6h|aJeMMOE!t!v?Q zBe`%(13|XD!%(#eU>>#m(-l?^rV{M6E<=DHlJltW*jGG7(+X43Et8ESx+D&Q5)1_S zphCy$gW?SB(+C#YKvwoJyT&UG{VDPAVG8V?FYc-=5mff*ROlkz9V>IGge z3#8AdxH#^tXq4l9XA5Ye!_K-%g@VBHRxKXp_@PqejL~tnG}=gYT+uHuEz93YA5BGB zXl9FtnYQ}Ab0SDfX_p?2!o)_v*afjmN|hE`Q4eK12Lp$9+&Gz=t*`8tbClU}V$cj(ig88M6-y<};kn3fjm z>hk8o)@mC30d>o&PRW@bEJRlXQey)oTxPqWOkR_d9elD^$MVY#iiOCm)Q%VzAl)}} z(*$SL@0DY`YKv64#|N#Jt&jvpXf~H|R5x{GP`$KK9^YdesVR5ErN*fQvCD!#3>?hH ztQ`V23>}8sZNm;YWJU$W`iIOBfG(rTH>8n`f@EM)Ces_Mqp!UZbV((i-dRz{_uwCB zD~x79*+iOoYDxa3sp5V0gk(zY(A{7ywV0YE&=#In~b%Hz6Co%u=pF&Un5S4CH$CRrhk&p_|mme8^X5IhRv+ire) zAWkJmXG|8^f@t*V3Akr||7ng-O+>4a^c>6At&r;J7+qx6n<(lW|8a=yXVn=W*mNMs z1U0;7d;pWuBib5#szZs}Nh7GoSnEr5eL|=pRvDiHot3D7u1G;kSxxL)ggC7eVq+kq z-knI2rykcZ5x8ZinP@hzy6d5 zHi|_>Oa+oFfm%)1wbfntX;_PCl264B>TBT#u$4Jo@5 zwFY`NxkC|#&Nq!C=dd90Pa>@uCNzL26Y&S9w$pkPATI(@^v*>TpH=gjh+oGDH*+L@ z-o4olPmwV`lE)o(MCACF#TAO+XD4WK5WDbv&EeFD=2SDQ`Q*p0gUA;l+$mth*^7_ztjeftE@Z1a z$hj3xMOh2bVy$6AoG4$e!ZNS!mK9d@t~H0lDubeUIM!#;ioJ!5;=1^yg;MzJ2XIK( z-h%y6A|()o2O{YKY9rPYF)gXYlw*prK@!}UHhy8uCuq~Q?iH?in2PL3@eF%J&0S;C>x6zEnz8d_57c|>WQ8TXNe`Ar*UD#q?5`m|Lli^R@G zt_Ubb>Ll3o`q14anv9+|&;0x(!hMC1?X z_0OuDf|%-iFyy1Iu~9g6)k@ziUjzZ&?XF*@ynyhzlo*>$z_C;)^<9X|*z@H`fna0^C{+o35G4WeklZ*$gyUGVR^}`H86cvSQ$o*)Me2ZrowI^l zf$kY7%+RiL&|`ib-3P0ZS)TQ04^@DPMCPhza3NQ3sJ_3wFE0ce*eW-)1%E(E*f398 zC$Ysl65k$;8#VN#8m&vf7+Z2I!eKZmkk-<(yXjy};<;v7`mkOhI9wfx`qdor$ydO* z3IlraAb~+W*8d`z%~VAxaVg_|VsIExbEr-kf2K&iBnB*=CbLgroCC2*uh^~$fD_0` z(i+5$6$TTU9hPvXH!5de<%DE~9$@6u?JV(}QlnvH{gS=_BoYW%{Jr{0HdjyKj4B;# zVpbuqr({hwm-)$Qb%G@$&x&K% zs<0KM5@_ifb0o|S00_$lVbYE$QG56em7*$gW&YcoQ@hP#8dvAXHE>auJ`ht@=^K ztUJCZlA@jh-j6MX0rMLhj&wh3>0K2Ok<`}>qp^Y1E*&!3ExAIeW6oToAZ{1>h+WGQ z!F4b$;ZY6|1@UzSFchg@01_OX>+H|WWKapZLmozGoHPqfMitvh6%v19@|tFN5?1%b zN@7*Cukzh_rOpHN2K%JN9@RY*w_qjEdD;IIhTs0+S_y4}uQDd8=sw}a3%`4H9DVbgtI>eYHhky)iIFL&tFwNKkTu(-pMOxt- zYT8DwHwc|n!zqd8ole)pr6?n$1&^{t;)Xf@A{W4~U5>6uW|1&sbgN~wrMnd!z(AEl zt%O7G^pcb;Gf`u*qk&~J=u&aP+SG)eEGXBqw5<75?TdxPV6`~%Gka;+8)!=cSUjnM zM2>+0bX-)#vO6_vm^6KTFk=9Z^kEP$0;P;tGxvO+{IT|uhyn==SOTY`e2nC`A}D37 zq|kLLWOEV7u+|83jCY5ugbqR?)&;C_O0T;JpaL>b4hBB_9$$)3vVdQRoWwJVk|-Ay zWqy$xRjfcSZK9q6*)SKQaN5a8VKLXK&9oInHb^9yu&zKX5`j)x zP$!v^3lcjOk$}l@8_VX*m^-N$T)u>iuSADVe#+r`I#Up!fu;oIA7+<9SH{-YAK1ta zfx%P^3Z~oVw5VQ`WKOT)^U$eog7+1J>{nq?g`!zvD}B}VJuX(XRoeEXW<{`$#m<5g zffZ%qh#%~9Dp3kTk;|-^77>w`veF@ty@ZRYs5%zUd*F{x_$8TB-?`zyxhdAqEUAfns%N)pG?;~8c(BujOu(>`$tG@Oqv9ePSd$11g1X%Bv z0P$rALz0y(lq6<3(r21#PEF*Bfa81&i-P%F@AVy@)Z*M*mT_W;cO@Op!q+0o=;;|) zEi}ugU0bN+haJ3Y6@FP7KyeGsF(^gxPm5XL;R$Q>8EVf7hWQ;)DDzH{r$~0)DQ(mKU zIIne2AZo3T%Cy17{z8WvdP(olWK z$TiudLN7BxO=k68*qX8NkN*{*}<<#R|Ma z$RO1~Ble9#6}lxLHy|wKXey3Y6O%-URku}~z-KV!G@}lbQKV3%f*^y332ZVJ6O?(V z_UgZ-sAQ%T9C16Tqq8WibwQUFVAt{|IY^qK=Y7q)- zD=(wbE3hDBQJ_V%i9{8j2}8~)$gI^69Tg(sDouW_ovn=n;Bq`fqc@)GX9zk2D_G%Q zXlee@R=B$-MZ6jXzNxwo_d)oI?8A8`U(T~YnaV%lP<`I6bVs_a0z@2b6fq%Zo0%bP z)f3diPo3&u)qM zfs^V8JJo9iI~)K}AL3zYr0W(GghB@^nyT8g&g5>;h)Hoy72u^svY9Y2&F1_CnOkGZ z)c|;3og2?`AUzZN$sRAz%|3i=9I>2qq!R%%UHK$j&d zmAes{=r>z^B9RD2^lpYO)|HJStycWx6k-W>osX)NT&{NsxP}7JA2DW*)Hcn_D7y9A znT*2o&?a@NcSUR%f2*TgwbqU(3kgvuL`+eUDyzn$)G@wFb)UtNR zJIlVcI;*s)sK?v30fo##uE{o8*7O7zlL1hK;t}a!CSK2Xc7or4h+%yh6PhhBmG%r| zVFw|>lD#Wl#Z?38qrrhqz)8hZ2vK{s!Nk~(R$#RhN-?p1p~##z>Vy2-T&5KAkdF+m zTP>Ai88K~9#_4Ymragm4VYU2NLr-YfRBARWrs%1yV17GCH_U2_)wirF%NsLRp&1Zd z%k}RJ6)VeX{n&v^Ft3YrLfu0IqM{K zBG29Yh!v$aTa`Qoq0!mEX8Nd!Wj=49px&`j4DC290lVf6%+}B8dgjVItHC~~mk;sD zv9w)q@Wr&?+?rSBOTcgfY1SO=s#xH0Bw%#yzY>Mu zILmXD5UH>+ZNntiFmD!^QhU2q%A8jEW2Wc1&9BuyzGAAW76w;a59=g&3noMR%C(WxRku;iWX+-ZMv{@q`$( zPq$Ni2CYG8KLvD$FqJK}bnZzVOf%Ijm+mu>z6kDB4d8LrRtF%wSRaHCWDx0UcvTE0 z2Y^&wtD>bK7#?DkzaA)34Pc*kakTCl9lDllbu;9g7Hx4uIoM^C9!1TmsYq^}E6%MR z#9cuD>r}X^~({`4wgMB4JrI{uj4|B+8Kf2uUvNB7k0R9n5+>e4}$Hd<7 zXaRZ;l1OYhIuioirf8{1JUZW<0zecqtht!czp}3MlGR;9+xCQw#3t*^-&v#lpVbH> zW>Q%6(<-dlX~-PeDLJUGHK6=pB}EqX5I|H4gImXEww0`9o<5_iYYfIcs<6$*)0L1N zD>KDtxN8ph2!}G}JRtSiFBYi~u@OtMKr!JT7;p0lC0AybF#Ct2Db(kZ3d9ij?5W?viPN+kzoBW0c)k zWm~}0qD;oC)n_^Sf|`o;;oG~eOoR_%6oZ+g2IGiVX#`hP&?L>oS)CJG4*GQ&*n(}; zF*Pquk?JF=7=}(4jP+}JsSs3hGk2w>mw3Cv2J6|09&^|jMVu>Bwrm( zKWPT0Ec{2+D{-1NqX|=7nb#^zW?2l!VhJ%xaMA+BZTmcQH)+s%RTG;Pky)og ziHJkJ)m05y5sks(4PEIGfrDn3^k#tQYn1_G?F=DRBK<1q>j>69-|ld;?ISQyKhKq= zyUQ-FvG7dC6AaQh3#i{)5VDSF;pxOD$W0*obqG@;H$1&3WecQmdexvf=maLX>iGD~ zn&cj7w>=z_*N5qN%PLUOf>eE@)B#-IE1!22P|LthdoS5t$n+L8)uISvB=Ocb#0(nM6lE>Ej0ze=b{2;Uvnng5 z_=otK+Nh|m35sog|5}AYxuty=7kG?dqMSha^^&$ZFHTmamjW2|BwCnS7H@u{0@6uG z*|W&$iLQ|qumLIIK^iX3kRMcoa|evWU~(6g9@$uor*&l$NR1=Ow{vKZ$7eL!Y!XmR zbV;DT&dLF@us-NY9hR6JbvL7G?2KJ+-1)Z&Wh%backp`*Eb1A;bWkB3cMB$&w?Zej zCJ{s_ch4TAmF)>yUb;p<3`-T{1`n0K@?-emi%PI}Uxhddej1V@eIW*%KD9d)nrLlw zc{nA3wUchckqX5M3@v`=Ncz~A>-S*xS&4rvvG%{1^@JZF5m8oNUFCwYm9Up;`4piOvE z;Yw1V-=cDipc+X^M<@j1;h`#yVlxszovVYTjX_*W&-8X{A(>A|*B+>KV@2X=<)Ofv;4aJAC5n+B?*bo=RRYMw-4(q>S9MlPQ63mz zF@$wX@?dJmH~-uv>B^uwmQ5GcmcYdiYo@9cQi880gs_?Ctqy*LOnLIenZ6aGl}A&R zlW?XEX0`mFR8Nzu3F&G?eeVZ;=&j3W>tw~nm~l(Hl>{uTmkRGCw`S9}t174X9KuG>l3@(kqF2aDzj6#u58Nctb|%V?bv zP9l>aW6Y{u=~|DcTBotiP79YSYE@0=CyO&k4(2leF}1z|m*Jg{=p)HMu+bm+M<*ce z@;wEV4kcIw8!D%A#Z8{KZw|5%P+vQvGkXjRpw1h_3xcg+??y%m*GN$RSxN`b(;O-AJGL~{HAAI=Xn{#9lb6TJ zX9B5W_DWRZlDf5^>}>Z6RNHsNk-j=zqZ(_c{VWA5c}Exnf*7}^qQnBFK08P_SAq3c zZb(4@!#1+^bSnfonShltHVWImI##X_tq!=(jUCgGDlmgzz-u?ia+19juN<`X6co6? zYx*+JOSPaYNkO1BW@W^knuhxca6y?R30g=I zh?Hgq7z-BR8m;oEWMGXQD5a)FkRUnx!;2hL2gS-NTZIk zogvs19L8qw>hFB`s&g-ObU#Ogg~Yn#cv}5~wMj))mQl4yMFahjbxIHN6$X%ycBmhx zX`M*ksb$tlf|fg}9I1Ck7Dsr@iYbg;?jSQO8Nf2}!8IJ}83a-%V!0~isf5=0##@m?qKV8{uCrKs$@^Y;(k zWb8zhxf$YrYuea6BQM9<&REl;WNIYNY$w{~O`|GPNX$Nwk~>vMs<`sf2FM?ycBMz# zpndmiRMRaP+5e;+G@7hN)#ukbYvRWbn0kXr|=7GI*#n%YM<4D@P>tjNc*OPpi1>fA-LufLJcV|-3YSl?)=NPUu&CDYaU%(Ht4+y86FmXs;fAGy|JA`AZGe4^vCvDx ziIch^VeOVAra7791ms3aSBw2fomH>t1rnT*0`3|>v!##9OObXw=8?RcOsO2Q^qXI~ z;o;mPPj5j^S0pleo$O$m=29RrZl~(o!azSFN@AxqfZ9In4#O?GU z1hpx{Vg=R^xN*iK-k?HFZK@8fHKArV;r~7Qcw_voz>=Ba+Huv(0k(7rne)VD?7s-G%HhdWQFcl8bZ22h+YTjF_c^~c5J4UD>FY`*#;J=d4%}054Ew!emb!?Ci=I2c?n<1U z6NJuz7Vwp*k^qu6>W-KU(21(>=?riaIn3ff0cP2)*v=&b5eI^(DO?aM#?W}tFfde7 zydl+qgbCZWhf4yTfJrIu@QSc3eNX+(^xP@NDyT?Yag;tUQNTUn&5p|uteURqOjp$P zPGng-h@F&_F_$iq$^FxSYoqXt)+Ls$w|SQ(s6jmvABO6?=hcp&(3*{Q`$u!Eyknh;zWjMg(0w6dPx zCML=HZfNO$LK}SYcg`;Vs5T`skcA14#5#&8i1Ed4hoZ>37;3CorI7_sMX%j}{4y)Y zNjK6P980@74iu$*V5~RWS6Gm&+z}eNdXy_a5aVjLN}&iJ@~urzvGm*%DHTU8nbfo4 zqO>39ibf9JPAlBvWYVKE5MB!lwcD|o4BbF6Z6u8;DeeY>O{fzKa#2#5~KuY?0i;T}w*1 zk5j=f{gdMJQprTICi|DWdc?o7QWB3_8Ol)JK`BgIMC~L}p(nwJCjVTHsZT*2fD`m~ z^2j0dI+az>)~aYSWo=X-g)odKq<&?l>3an_t-5yBw5#YGXuV4ux7jKm5{dyR z^Mx9OC7oGPW2&L?pSSfWtf=y<&DypMAO2a5ldvHuk|`E0r1po1B$_f=EMjd&s>g=Z zC>6^s4SNLuL@tANvvXquaEIsB?Qqvic@@=&Ar3g$)FgrN)GLMGO9k1kiYdEJ2jeC@ zpRFu>j9EJha}i|yM3NOLcT1n5w32EVsXi5+m9}-tydfB z8vPcq*orF=?j&iKPjHRM#I7@~d0;{4iyY~R(*Rs4${BT03hZho98-aO4Y%r?Ol_a8 zz8z{w3;j8Ylj|lEtK>CZ;vMNkgJvG-PKe0o@G^cLNlA3z=07&n6Z!|G?2M+2RK*~% z)%ykq@zOi02U}}2M-&!mt3-#wF_a8y@}8MZ4UG10m|{6CS#jXEHjL=UZ3Yr3>3oHW zBE(794SI*N;X?RLxV|`-buL0@Sv;=y+D)zwjwn<8Uq&mXnMgB11dXeeW_qzD*$S~25FIH`yeE{6$dtI z3cueCk_OJfwa8(!YO8&*M4Uz)!TG&YMPZx4_Qi9h62hmNP{KB*(gYO&h5uE#TXxwR zt5*u|z6%cBjf+?h&9@QWuUB60OmK>;%tq>?xB^nX3HrKRC|gzOoj8=Shft)+u=sdJ z0vQXH=g7`_NSV9lPYE~~wOelvx4H`@v9VGi3!-bkS9%>pac5mLiW9)kl#+5cAR7ys zGLry@F1068=*P;H7-&lfq5q}JmLC5U=QKhNArtCXU}~M9Km?l1Uw;uow_>m)7y*z9 zGgM!t`Ycy8*Ja8Yg0o9i22xKLMv+1RYcG}chw@ShXhIFdQYJjDH;>AROa56JhT$X%&e9-}7|7`e;0c7S(5QW|aZ!XFSDs0Oo zQ7LCz9mMz@>Bb5b>Tb}BZ)t8Tv@iHVO@2qp-N>9t?8}LXfflqrdTI|iq`nI(5Kg5O zeOq-Wk99Mw%a}8NmHjGMoh%-;SuGo2$^`=Wz>so9sQ|jxZHNbQDiqbuWQIdj_GX1B zdw}lhhmsPe7^Z>jjdoM`aV^i@1r*9hoe$w6h$U?yp5o9bnr5ZYriWZL1K)dUN zsXSrF6x{iQcSO~0XN)hqlP+W`&-w4`+y2slzJZ6z!+->IHcMsj!>kq$aaf{*z75p1 zWFn^eOCCt^9;CLV+}vU57KlNhT?%Pb6SI#JyrkdaNHY32os3O)Hyb@D_Et{UVa=_e zS)04oU$;bRf#S|;b=!E=4=P~$`m>_9xgzzrtV7y0E=dgFKrZsLG-u%I=n`j8MF*aU zQkjmDAk>Pe5Y)Y|uv2ch_J%G4GU`S_?QNe?l%k&XFc7~DW)+0MBx%=sYov~L2xMnR z8X+!e_LrA)aIGUu#fnD43b-U?1LwP=Q#Y9FY~F4YyTz2OfQr(yxTUd^ntY7p>51zg zU=5)FPpRGI3J>I7!NJMt-&Ls6I4lCUwKh`qiX{efi`-VyEG0zoPhGZv2xTmg(|Z6d z_{o;z!s{H1VCkx65mPjonY$veV3W-A5f8}fJ{^0ST+k7bcvCzqOQN9>A7;QZjUoc$ zj#b;c30P7=U6mCGgsJf^jB)K<5 zMbQ(0b}FvJtKbrA71-q4NM zZ1$A_{C6$GbTQpPm=G=4rkB!(mdw8P<`IubdX-sXhpgK`I%b#`)3fFD3(&Ao)r$e= zqX23iOjUn3)5?f&-OmRA=f68a8LM_mWuUmPGLufjb$~rjM^IHdu)5Q8FiL$0gg|f9 z7=|Ovwa#AXMsq-C95#(<>i+wHr#&WF+Coi_uJcqhDkBTz>R(6}!juERVK0rjJAz$I4i6)csmmj3YQ5fWcAL;&OM2WL}T#DX0NM-I1U zo9G8CF@t2Ie}MVppWOq={J?^9F%-#gz(z zsq;XjKZ8RfGne=A#9gTGXGQwIN=E11nLq#%D;&rGI3FVYTX!s^6hU{}le$d3H3`p% z9(;2Fb|f_u*e@tKm{Sx}CPYx3V_^>e0V2@B%RWPxwF7UJFxAnGdPT~OY0#uIs`@`w zHN_e-WTw)8+vNg3LB)l#nXWqW>MQMMOrkv?j8!^qM2M4C_?dNmIdYLX%Jd2kl725? zEr(ZlsRF-|Qub1zm!SJjZ0nQT6KdrH__oJDMwg4o)1+jw@iqfSoq`KANEa+3qc%#;0?nabRUy&T z+lpQq+O|xNEeXDN!K(rzVG>T+xq+AjFeQ6Iw&@XVNlcip{}4>%IZ+l9s8gJ1b#t`% zqCJ4JO*rg8(_G2kyW)zV=`ml)3iCDcGcuKAZ^RLsRbvs1KFORHf}Nu%hB#N&*v)r2 zqsjx^giyGWG!!|I8_vbDEn?g6SIX30e2QM-%oMWP{4 zxHT4<7L4B*C?db?fKw12yg)gy8bm==9>z{&<@H&t0)6v)%zmPpFt#p>r$m5zV47rYqK4%rLRLh39HBtU((e$M=s}gqFxp|VWNBBZJ34QR|KgvrM*CvmK=cC zzOsy0Wi>W~4Z=WqU{|($mgWe0%uuYoHnrccjlec9Tfz-rh{HM~3|8o-Y;-hg>YWVW zrVc};6;U_Yn5$9(>3fi3XI_XEoyk#jRU%~pa5sGAz3sn*LV_IY_@6D?wnTC@93wC` zhV*agZ(m~HtBYkmseweV)XD;2-npl2Ps;S?f`6zlIJx@(3~};aUN*O=l@L>J3r=|< z|CirKgDg~6qWYn;nv8(WQ`3bgUE(wO8Vz>ThR81Rr4xxrE$HB6_i!uSF$149{t8i5 zYkeE#3=g;Jj(%udaR{@cMpQzsCGbk^y%UMk?VZR~adWNuNgSEC&CS`CmGl-JLjBT< zLp*0W@AQc ztTEaR3Q|CUtAMF2>9(P?A%t+3Ad(nrb_IuyoD$y#Ef2`|$k0+nT8+&cmM2(PO~pCG zFmb^M;0Calv|?<&*S#$!*$X;%=2JaFFM3kliWj;*BJ@sSQhMdj@Q_v?H%OTkZSVkF z8(o*!gpwhw8#T8(UBxJN1t!k@c6@e9PF;DFIL2? zbn9gN)hH}ujry=CU4zi+%UP{y~7bYw%!PYXNOT!Q!ic9VWPjMBhJe3z`!rIJIP!vZa{$+VRfjZDr@i9}A#ga)cq*BrGW8f8yt26!aU zam`Suzh5I{$Wk#_?G)aDq>jnLkR5~*^ zH^50FK#%_;4x1nz5de8zJL__2eSQn61;rcO(_WR^lBjaeljD={Hw?&2;-lf&vr9Zk zO+H?dL}iqNjv61W=mT3^N5=_tQPS9AG73?d;M7wxFzT9;+L(I}tL(uc^6zOD=?CJ) zg%VJ{pUbSV)(mGVO9PpY>vBpGoX|{F94rBzAi>f7j3rF<13=t(RY4m_JQQ-*p)14M z5D`=Dc8pUmMNaH$g{8+hQV&FTN@MSvo-(pt%vHLd5j%CU$b=8Tj|8MOdr*Js>KwN# zLVV|&s^0T_k<<$6GKVR@U>WwnuoYKOQQ0Zxp)L!KRRPX_DomTH>I-kl{@mX?2$FgD zqBiF480n>AUJgS$qSreKU|Ai?652Df7y#Cop=MPh*JLud8Vqr)i>CBf#`%bK*0=_L z@~hk{uLVs4nMwu)A_Mq~Fs3AvCx*M8mBC`-rag8$)Mj@b#1m;h2=VVNyi(gUn=rW8KkNNCQ`1;fP8*us?HbcJK0JOl(hlK7pkZwFN|Ae%w_kZSX6@^HF=J^L|l_sEZVfx z7*95iaEC;;AjD3%5~=oC3(UZ~dRjZU`vP1bPOtE_Jb_b-f0y_Wm@EKoJiwAy!0V56 zRkUth$Ga`S7OFMa4MSfur~1(ZM5YKkHtDX15y6_TdrJT@EBx_nh|RP8L>$mmAjn+} zo@}bPNHkPFcY28KD<#>27(OaZWs!NM0b*-r5sMT8^VUp0H;F6e)lZ@<&ff{Bq8hu- zEZPXZW9$?}_+w4Qkq@q)zLeO0tvkVhlA4Tl^=o3q#ND{O29P`+By}r#sf3(1U#P5b zM&U^+?uF4cGEyzotm1~@H5o%iwiah3#GP-TE~lHvw$)mg(jwXwJknHVuB~q!K8eS6J(kqQ74HAOtUlgM?ix&vX`6f) zb&{`Onr@fr(0<40wqBoNZ&`^ROwD4UyTqP)66?$cslgvH73umGwGpzaexU1e5wN!J zDsOx{9ZN^hw*v#VqLz{*kbDB)&{#vb37^p(4wCRdLm3jOS)?P~2n<8%zk?&o*SU&K zOCED!U6@*#I=ReWtTBb-7~uyk>lkP!$#R0Tds4wg;}5`O*=Q!kkBPKT>oHmL-Gre45T`gdd~2(^D-~79n5QJ7 zSx)n(oZrpaq_1tJ3~dn0uy4&0?2t7X zLsFGZ1+8c{P8Vm=Zh$LGAcc-+gqy{xpU8g7g>(TgyxG~gQTVx=v<8-@b`av|q7ym$ zjG017`M2&Abd%$kAmSmO0wB)wPLXIm6$`bF`pW<$^C6%Fc{hF499CBy!V>-&d>cO zgxas|cd~3~5v}t`K~917h;k5ur7}|ObYuq7An4c$O)c81q=kDOU!j_1r_G@jIKW4= zQ(rVsHwpw@>IzlW$C0x@mx;V$(2`N~vtF$xU!tW?q~bJ(1~`6zrXwc{L@^^cJE@5B z4$Z_4m`^lKrKJeux-=;!%Ndp#MHm~=_Xl}dZ|5c{-vWgTF)J%@D_NvIF>W{L#CLVT zU9}*D7#Byxdr7jWk@_*80QB`-SYsVGNV%eHq2wJ(X~kWq!X{(OyHuRQ6Dd3xx;>;$ z@XLtKykeZ(08V?&J4)p)a1d?XWj(~u0p%|;vc~V$1Togbhox51JU*q&S*dJ8LX?Fd&%C(+8W%X>KfkivUHwcvH0tX$B8w2lK%3r1yt_Hw=!<4 zKI*OFq)rs2s}kB=KXurVGM}h`W=J&vdq5&VbT|G~3~tiNYsg`3t=hZbDMoRKq>tZ> z&Fme)@stPYa8$!TDfjKR&NvpNiJAHW*uN8(rbd$|9{9KsEIF@;^F*(pv{K#kq80ebDsp?5|wiaBdQ*6jHA_t= z1DdTm!biCFhSk&DuwA)Tz$MNpv_e8laa}e8W0G$T2@r5-MfPl3D$F`GnRxd z4!g6H;ztZC39?W2pxM3GRHWbvh|Zm zQ7ZAUs?&?*S(Xqxb%x@xP^p&yl!{mW0-yo_<=12B^gz4>6l5TQcF@|fd67h1%Gesu z23NCu`{#E}1feQepyLj^m1y=^+K#}-q&VCm<~r0YZqZ{G_=nseXzwb6+WPXfB)OOX zkw!^{;KHp4POHMy#F%PjdSNR{g;(XeC5p2WoN($%+sH?iRUui?+GOMp2u>)mQ%~>; zaR5H0O=03mJtFj0p`sOK%|sB?0v?&MND?dPkn0mY_lUD1ND+!?){v%L({13QHD-bS zwOiESYm}Qi8kPaEyXbDo34QA`A&NZiWjx|0+=Yex#2ZzlibYr)yG|>1>|e!owC(-xAT}W(pljN9$slZ=CX6$7Ov4|S#83m&X_pVp3(dQK# z6vaDgRu;G#5;33;3BUnfU!mGUi{uV(&o1I-0`<@-Y-6Y?Gwwha;??5weO4m6B*pU=gn_hPGjxmg&KCoFgr1X zARxQ`u)3@hBl&{>VDwIkm7*GQj`hOYYw-CKD#D zLRxMhPPc428@eY@^kjL2hSpVj9XN5#9GF>_z))hQE>z72q-n~=k;c?%wY(lbNfF>| zEeXs%;$mmm34{J6*jK=&hQg!HSqNffWLlYEifvTds0D6ddd(|%3{rgpFBgeA_Vs~9 zlOo3Dgf6!+RN^f`XPZh8>$QC}hu0g%#O#@6tG_dj&zYwB0kKaKFcw`4s@0X({Xx{B z9FPbbv3?KxLx-jbzN-OmHY?>m0go3|Z zB`{$7+-1d5c3p$@a6|zV)KswMY%1P%h8GW=9-)rpNrw+Qeu%!w0bAE3wNyeM=t^as zsN24H$sVdd$-{<~->9j#ELctux*f&I6dZ<&V6|ncC)`FuXl!h8V)&YXUeOO%g7L{j zao09%R9%(=v@HZ!O=D5DBH7LKf>b>D74LAACwWZXE-XD+!WGu|yw(zp*6ur2q^#?9 z)@JiW&ITTP5jc(-G-ZSg(yFkAhQ_VkL5^56u|DT?I7)(|7UNw4Vi|#g=rGP~(a+n< zz+G0T>CrA=zZPI&dfglo+fKbx62F+#)Cx^#%ycX1M0&=koAUk~1&-{{LspBFbA<|_ zpN6Wn)4>q6#!1*42?D+gQT}{Pg(*LHuM(|Yp-(2XM*2{<$=n@(lQ`y2=k^Y@Q#B~V3`(h z(WGYE#I?}Z>IE&Y%76tyHFK>Cz#UR*%ZsyavXBbhJnLs-Ik;r%tu4B!;g=Fte5iAY zDsY!H(iNgz$`tOQik|}j|N@)>2{0^T3a)RVFy{eTSKsf`u#==f#Il)H`WGiQr73&rF=~{xyP08OJ_F3U^_=58v|e@ecO5*KmkkD9L-U3h zBPUtH*cIM&lk+Qn;0zU${K%PBgaE2OG+nBfOS(yqvUVzLt)>LA zP%k}-rwtNe;v^YJhCc;@&Viz1sJl2;n}Nl{cRG0mZ5(1F28oR9lmD$$#MK8qwas+Q z3}LI{vKaM=TqNK%n?1p31{RojT__(r(<97JGrvMBc>S;vdQ;t6=}suby`S?j%O>-Ql-1aQJYe$#@406 zR;;eVea2)F3gg=+u`jb#iSod;j^T~g*?D^~YCZhq9mMXPYcDusr5Cway7IKKVYlh! zM_h&m?jSQAKuC1{)If$v43fgkWEbrRLE&Ny5i(N@3|xDmrcrxOu@l6|y__<)CeYD9 zfJhd2$)4&&Dl%6Lfw<7OpkztsZ3d!cWkq1{#z_U-0+>J@#^+MvUD)CuNlXrFXo`hB z(L9x;$zdQ>N0nCHZ1QT;i^e*NwUkQ9cBU${xvqszK}%ws*@;vP(%-!yy^0?}X21K} zO^a=q^Npbz)s6|7)Ejc0CuG0gVUU{Hn;I{|WRjy+%g9z><65J{R9f5Fr~5wk-+eTv z;v))n;RkKdipHDK8%l}JDDipeF`1?WGmt$4uHC22v6+o7wRln=r`8He!+U2(&2|4O zMZnuygUT$q5-|puYiP>Wf5~4fLRBTycqnyLb$4pdAv+}SmbkZDtG@`Q zP!qd=R*s%TR}5$jDD2>NtqF?}=pcd}?0dJ5@o$NO3Ib?z*?uI9@G$2ECzzA@hFM1= zJZQ%nvpeWE(5lfiy27}ihCj2nz!6X-0;GXp5w+tRO1emkK6?j1Vizoes>Kk!t0t`= zk)3L9MFl1flm3fmTcRka#)ARDoDixaZh#sKmjXam;x@Plx{fBh${5nPK$E8;qPRp6 z(OJeIA~uO7Sp{g`E{c;1Y7jszQ&ecX;=NlaO;#{u!Nh(Zn8qRmq)kYbsH-{?(kjei z+W&t4BiX`&!%qf)ruUN!DIW=jLxdYgwtIY~;s!|x@5Bb}QA0(PrE@2$lnty@s)CE+ z(@vQz>Lax*iSd1+!wnpEb5WgPJCLb_arnirF*Qjbx0^QO``Rx@A+c6IV=`Srh-U5@ zwjNox*Q8dCRdP&{cp@gu+R@`wlPad{Tl!8aQ!RRvURn_cd-AOyR^Xu?&qwGasJt&2 zL5md2z|8dFT3iP&^+lei|~q? zp2=w+rOmpkJEP?vH6h#6iqKMqzyO{pVcK`+;f0}TI@|S5RR;EwZKTtUo8Ie4*&a@8 zkGSOy>CE-ilbC+rzC;ZFU;hoU0zffFvo?ozL z*R3lI4V;*>Jc$bj*l4a`0g*(^acnNdBau`;bcKY*8{V-vQQ5zEMWGjmPY&!j&X$=~D!CuwFqpCjjx}EiyeLzO@kyad)--pLs7>pOy%M2jVF6KFyav3N zBtFqsj=ZKHtMEaIuH-XqpjQN8a0u+Flw&G? zIebdX-CBND+~llm8e4HF-Q0R0M(v>!X0w|=L$B#nkJEn{nv?4ez!^GHciXFNvAEI; zJP@u|?(iH-MqCp{LR{pdo;nR#9@@CGwrFS4bJvQcf?af{ulKK&=X<0d@U;2t*<63`5s{9&#@tE071K}vO9w?U)>Jg z1Tu9D`mqU?*DW)C*kpD@*tr1DOqABV>C~}M-H(^>dIL+)RL$Yk+@*O|It|yB@VD0F}B5eAEL8rVL z=j)QgZWh9R_9gEW(1^o@3XxQIeJODcs`;Tx&m3aRSJ0e%Gm?(fS&?qm5a89mot}`0 z95|tQ#D($({36}`zUEW2$jL)Z=h4Ykc0)61C42!RHIGXe zts7#=wcSy$@>hTYKSIa=f@^=-7)};1brIm!hAX?!Dv?v|<}Qqph*FR$`+)yd|9bH9 z5D;K@&7~$R&l49cA$2eDk=w{g+%%c3Bctxe>}rHiO(MlG@r$FTx)TuE8yKdxne3TT zTLcOI+!R9{86|-U4oMGhyp7^!5k(x9u_oir4ZHv2NA19pqcYBi4IIh(HE$&h`E~Z$lcL5>k@CGf3^O zI$_26=|SXdAN|}w2f3!pflNwR+}e6~rHP&q)k52ou2$B#tW@wna|DdmGEs5yNWtpxD%Ocsh~ z%jU{2aoSnOD6SJ1RuI7*7nz((T3{_CtlGep7T!phzcy4Yi6tfO5Q;|b$U;8ibo@1S zVK<3CcBmi2Glo_y#rN&Cv~fzU&Z>9j;A$HI2D_+gaSIJXC(*50b+_m&O*sTf{J_^X zDy2xrhn>^+%2GMqqNSyoxj2JxKCfM{aT@e(kyWm2WK(%1i) zD}b;*KVbdY2la>~C6iR$9RWL)d1Mm7(#?Q*5KE&e9YKp8oFrb}lHR2c{lyJkyBOi| z86smKm(Z%5)xy|zT7!Pk5yMil1vgY&ET7+gERiG1oXoW@r>k)bB?s) zICL%bvGtW4EMQG$fxJ6vUTZqWQV~ihgPoo6R|PVKyalbWKy=UuXL(+IVzUHtx261A zF1HlS4pqKE5Us?cs1Sa04*jXSgLq7LmoST18}x*Kc63SJ2QtMbdKWupf<$glW{Djm z*I;8Y{TEOfAvg}B6d9H9;h?PA6$?s*uEl_4vqx1hsc<~uUyz|kBB7p%E=xTaWBa#` z4hTl!w8T>~kQ#K#k>JFt8G>0%j0nCeuQW#mkle5=h;_?UsJY&1QwP)T_BgebNwOEi z*FxnEqs;6&R=@-unn!XT#3u{DxUOrz?nl{_3CKuf8kHL3%j)tZR$l4a0Owk)T(SU- zm2kXb5lnJ|g%Wyp!dce@O;T07l93&38o0w9hA=NS#E8Qi;z@mQhT5l>s^vBNtB=a) zy_8iVdX0e=xUYngznY79T6!JgP9)|CY;a&epob{WE=^b0i4co&bT6|hz+Lx|SZsJ3{x2T0zvUIF=Suea2z*lx43;HK%&e$p~3fFMv7PvE+aX(tZndZxG571HpD3Ya8pz zTaEK2hC)IZm<|MV1qE{Lkg6u#3{h(GsG1FJT`0t0H6%1~;t;6nm5{@wDi(%5?21#1 z<91$3nflC%iJ;OBK2Fq>=~M^_qQP4V@lM$z?CmU+0IaZ8EL@4YvR`$qAV*JOH*d=T z)gFl!4{y_^8!=>rLiLXfo^dGr!~T|v@B#?{?ytEYgJ*>9fDe8 zTxOFUE|Q?8hcyMSUaqQg8YzkJ#j<*#Pf>Zt-s`xd6}}3|yb*6$a!pVrut-VU^Z;o2 z3<98am56hWoeC8{i%@|V`LR{s6g4JCdf* zTDsDLP!=p0YL>^0LIGOj($oDgsd9qj>{_2tywxmL21!UaF?AWx|y<)5%D6PkGQ1v%N*r)R4`8?p zodyn6P;i;Pgk4pD?to+l5%=Y#4m~1lK2tRp*4j6omtrwgYSq+&qy*ZLuAwLbOJW)C zn7wu$)GIzt^g_AXqhht(J;^ORka{yoeoZC}2wMp^S##kmOM|GupbKhvf;D4MHNsaQ zEnC4}7~^s2ZrhMd#1xM5*^Y}-i6l=|lMK>S990ZiD30<-w*(54DY5DWYbmDVbzI0N zoegUJaWu5iZ&!CIRgxnGVHFdLRecH>DZYcX9?^T|6TfP}tbV8Y4GBnJD{ zl$Okq;YusySFpt5{IHY0<}R_>S#D`4H7_-osAtLfKh&TGtqXYA#Q@f*(_>A3=hO?P zBpl=pY2#6mHU_f*MJhLDk7NN;*HD`=yTV5TiXwfd{@~*eOpI7+E733)Y7Aj_ z@F{aovLc?85X*WfxXs2Na$iYGLL0B4o0;FEUTu-&w0zEXf<$v>puoy8z058J0ZG5X zyDGzJiXaQo5xUqmQESJ6NCOYv-3el*<78gWbX8a0fxFra2>Reae?S|$b{dowU5jOR z1VQ=AN#iSv3s;0_LSa;d&y8*U^$w5v;%e|=|L)UxD^Znxkr*+ce3tP+8id)oe`)jF zXrYkGF+gaqlq+y^pt$iz?|ycdu6wjPktl5+)gs(zT!M$wI%hB?EurEUj6F~-N4lo7DQu_REE(RLPoKLvY#a2j zSUN>SWMA^$z-R;AN#cq1pk3cBRk(?0?z&y6{&{;z3DZfT`6)zH%&Rg{8?==9Fp46R zW1Q%6MXMnJ2rulEjyP_U^$0DvQTMD-D)6x=NhF7?c7R#2QANc~lbOP!*p$K&&IT5{ zv6YB94QZQbCSoM@5XGdEm52l}pmXx>U$S3MxdTfDS-6~}PiacfJ=z@ym=vN)fu$MY zQpLeUP<3%srH=lqu=nGcE=6>^K?E!LI->gJ;J;=%wyndx_NMB!9(?pr2CcY~&+6dH zqgkWr6LuZe?{Xi{jfPFvGC4o!Edtx%1tH!zZk6)FvAYaloX+ zWKh#Pm@Q=i1JbG0+d04zhKPj+1mf9_h%863i+d&P$fQM*@6l7~D9ULdX;%g@E-`@B zJ>h8y)Nd;!c2KYvI1unVnzOU?a0ht#T7v8=K&>Yt+bU~%2fjQ&H`Px!vd^eS3t$zB zB0p9&X@^DIf}@)tWMSw?4y^3xo`E=(Tjk%?fCv-}%9TZ5!)Sp>65fQh0;=`o;Us#( zyy!vHG7~k)yu*U1>1aZVZh}>gHJS7wI7^X$H;f~c5Wk!w;CI!x9vHJqO-3A}%E!cW zyoMaw`YuQ5%U~aVTVfKYI1G1yI>uP^A{$9hnTkh!#ZibZhbpyKi?qSeY-A0vpz;zIl)RH0PiwjiXf?E_-nYAtGn+Pu3f*phs+Yo*^PF@l}izfwx z;K##t2XsQ>bEY8M5aKfh$5qaxhXKX{r@A>$7ouKAwxF>At|}6C4$nn9_u|W15kn^Q zQAsF7K&$?ID3i)tchaEsk}oioP-J@R+3B72N;P#Mk*9%_Z;(Q%rTFYHY*Z~212vLT zJFIB2Tw|;ZWwYWEDC~s1@LNNsDU(0kj`KDdIi0X%eR<>{gi4_Y%W((@8at>H1tby^ z&u1wbv4av7+mn0t2PcUF@)p;3G6Bo#ac?C)EKwgDl_!8z+*@-%B73?+aVnmtsKMg9 z^Y}rU`Gk0dzWlOngiUQUk7~;`G^_-NOJvWF*vvfwa>W3b-hRe7b9P{BPH5t)Jm zRwV~)<-^*t_Sty?mTxGt@~FZ`Xq5!`EOb;wae3bNBs!+|WHSh87}f%{q!N@=gqu1Z zv!u$}IcTT!Q52aq1}tMhdcAt@8ip$9xXu4`t7IQZmN6YIQ$i06a!vBwbNunAMlq=& z6Pnk*4ESsK5G@)_R7d+n*y@@vgTJsXRw&sgnV{_`h*jfOoZJn{%>^nPHsG1lSDmH+ zF8*ro9wc6+2$hB?-aah~=(aM1$M*4B zZAyg(+?HDtQC6v1fIKyJA;mvvo3OZ~1zun%_CRo4CVXo{AsqY38nwXefiXHRo1sZH zjAZ9rEQt$4#Efttt@dkcUeu&zR3^ea)CBTW!iFvhV%}=1KqSpq2(K*JB^*S7yI2q^Ga*hZHwFBf&>ls)CCKhnY@_Po zNivW+o!OvRl;Wxj2ZadF%>_CI!%1IP23j#+$!cihbz3H=e9IzNO{KBOM6tv9m(yiu zgv_|)3%ICfV=5U}RUlkrpG@RX4ZB!ECkYv?T?&Ni3T%4pL3j}5CD*cjR!Z&qbrQrI|9~0YQElmtmx+EZchhvhVUlS`{x^^9&40ULL1Mtiv9+Zr%Dn~S{vJBoJ zsz^PB7sM|faiWTaZsM1q)WJ#_gkn`_6(V{k8hu6<>Z6Yu3+N4noEF4T)9`haT~6%gj0_(lfr>}^bj=< z8o48`2&^8!NdjSIVLj=V$S;j-GKk59Ovv9>4Xl*$PxMnQV?lnqmP1%PWeO|Utm+UH zmP@GSP9{JRaQjKNq`eNR5aPn2g=fTUXC$T+p? zt5wxWo1Sy!j1CditSwQ(^=feg3_Dy($0srYvk!B9#)_Q(8)MTttDs<(KrDzN*X>y7EucpN%wlHPI^9BM_ z_E2upXw6ni3~~}_$4lpSE3A|O176wLpSF}{M6t_=eUB4J8+wSclvm#Udf$P_K=1MG{@WV4q~FpEN`+B%KW z<}@K-xKyEAe5Y5TQ2w=U^2$+_%v+Hlk#{)D)Cfm{C>@vahPp}(U-&5%)X}(EI&E8a zVc;Hhe#o$#>d|ZaDQY!!oIpYK4wTknqf)4EA#|a@Ly1};1N?1O!Z0X?)xFj9rh}VC zon#kx(vK0um|3cKay_SbK5YA5P!QvwWTzF%i_Eg(2RK?!b+u{|j6oywIVu!}+NHvoaM@}&j>77csU^z= z)~Z^m|F2I4t8h`9iGEYH(03OHX_HDTmP`#LAy@*_X=rE@$23$}~lgS3EhI-{EAR zy3E#TX0v-zL5Zkj2rdg9loET_HbA(B(Q&S-5);tSINnis0hwGwbZuYQ zdEn(P1;pfcerM-sOCoGvYJxfpwW|YEJtLA2JK70!Zpp^QDMf8R1k{>W_9F6B=&Rph z&PpmctRxF9-7})$>Fc?$O%=>i!Zl>H??sBmAZF^>vzAjUQA)Kt!c2mQ)7U+^3z$*J8fLjYel1{NTkdg&NU}S6kS0SK_eo>SDOVlPLRaS-Qa`j$LP>u@7%3yCYpEnXq~or5 zRw*?*=@b4G4OQ~XZPX?c0u%Y-kE-a;rKnv1H46DNy+I(qUNnC!v9o-ms*vK}VPBt$ zXj({6@ykq#7A_}m!8-D>02}Sc;&4b(X@3hu2^7KL!SaGk zy~G#g2LE8r9gE=UPRAq$bA=D6RtW-?Rder5>wAEzY+*l|pzKL}h)jhCEY3sa7y;7l zlq=jwO#4>tmNdw?5Te{DH_{;)sUsx00>bKkoYjDf9`K7Cd&%4S1)QDuUo~0zed^TQ zsl@)&1o2J~1zI)oFjN^Mc)+Z%YG1Y}52c$rz6y$p88N>+EeYaF@h9I=U*fykzAz-= zWZBxe=bn!3WN%}4!C^1?PEwF_IuSfd%XqM591OTDSi8FAiD3ymlj)+_t1oJ9u4!Cn zHS&iDth%5=OTd!c71qN?i>b0o&?}Pj2Ec}@b#9Jg0&8lobPHo!3bl^rZzZ0@-^f*AOHpi(hY869 z<}liQ5rPaK8vD-rYW^Bm=N0!x#Uj%M2~@B&vSkw8A}ggR;5xnze~7O#ITikH5GH2o zn%H0`0A5-bAxkKouTj!LRg}#$7PXuqGmAHyWc8~*IxQuA?4}gB!m6Y4I(^v*KnHkp zpZuX_uF|u$K0%%KE_w4sQ(^J!IP>t=c|y8N>g z%%l>2g=k-Tn~~wJhTiWlG$bI9M|9P9<|A%}Wf5fU!3C)6o)a&$Kkle1s}}S`H1p>1 zeTxFds(7-7REMR0ZV~O#PhH;=va8kUKN+v(U;s$+e_dlSY{C>pq>_Y3x>s%1DSKUq zYW#$--;vFvM~#~O5v!shf!!Yov9l)vIiA-&Z*NOI<}DH0Vacow$Xjx+)W8=lWp$yb zsYW7%dsL3r)HU>fKa&r29sOu;Z^2c!2&k$-Cf-20NK}mw!6&O=r9EKs0lee${uokH zl9rd%>INsX=rBM-hL%w+>JYZ7ugh7eL%v$@>wJKoMhGOwY8;D;QCuwQmC9Xw!EaQX zwA{IY9!hCQsv|1AgF6stH6?_yXj*2jw>l(S9Xer3-{3)jV+&JtpIf9^IN|OiiNjaA z*E&%t%q&U<*2U*@Qe^H$d6W`!`rp=r9y^K1o>*>)(IyG2@~nLn&)Q88cJS`cy13*?vl z>;d*uz$v~IKUahr$G|Yje;plipzY7)b!tjpIRgl(8^2@+vr{xIU2l{yA_BL2Mpd3T zn~WXXEay~dnVs>*RB2yYOxum{9b2dR@SDB$517}X0#e9~tSQQ20S)UTsG!N1Er`Fx zlMlPc*@7HS0e44gytZ<%wn526Xem=SeaDM6W?>dtXGXO^WC4W&Z}(WL%;Jcm6r2JP zPPR-LGP(O)RHcWiZ8i4PUvL`YBY5-i^(OHwg^U=`v$bYhp$@dxs{a<}gSBY|<_ZbQ zvzH_wafY<8KxM2){s+jqS|!*3JflcB5{j`ctcaod*}DtjC@GuBb!imE71Akzo8Rvw zi!4Z0xY;_X!uL|DqRyj!xV_@H7RH#h1^Hz$p}eV6!L@!9eIOdCcIgFvM5uMs8IhUk zMMBC-rmc;zZ6FxQdTp038}=4x$$%(ErrP-=6>#)W(4I8#idAaH5I%PkQG#XG#0uK& zZ|tmh9!7W%a0UPoUCJ-a*EzF&pJDOj2ycx%4Y8{~l_^J-(nSzKUoB|(7mvtD*3`X-{GKQ-HPI{s)W9(iza}?RZ@MdXT>;3hl5?` z9(zG|5NSCGgWt)v*j@wHUOW)t)M};h-!o20ojHpKtWzZFLGebNzmnM1EBHn7W(+lY zVyBhqCw9Lk^8pJQz+NI99${^9SGiY%gE{(NuBzd8_Rd(#?-Rk0XK9HK$it#|YhqD`Qf_kz$U}sIU$TvNL_a zpj|&H?IaiW_xIpPot_|@{8&DSznMXC*YVAQEy35Jl%bLCeC#vOXD{6HBq#SLH#yd! zhUxVY1OmRd`^2Oi%6IGigLD@~Y?bm*Zj3b<^>sz)CI|=Q`i;Z4gg~lP-i0$m5pW0; z)6_eyRtnj^WA4h=C}lStLJVP-xt&Cc*3yJ!3T2|5qh9df zm7UU8WgU|;V4)B50(P8eBGG0^Kz=yG&omC3s5Fkas$@}jTB766Z@=qQ(TznOiXYp; zkeE>UYSR6ufVoh3bW37RQJB;lg$R3PZ_W*V5T3T>!HmT2HlC`G9K$f4MQmP_PX^(Y zn#jHWfiL_snv*V9Q~5&nk~=AIDPbZER}(PoBU<7)9437V+!Ux1CEAzfI}??Cs~S0; z$n}9O!^VjNcBxY&GaKwuuYjcn;R?H!uM=Im7;;SI?AE8fgD(YD*>R;6U0G=8bSQQv zy6Q&<6tz_)k3FDNaMOb6+>*j^YPe4%LcwtKZOggS@F<`)b8RhOoj@R8if33w90C=o z=Y+y@gM<20VXCmaknG@wk-i~CNs)>@Px93vLob~h>?P5nbEMAWDZ=b76L(b9<@d_H z`^gpQg9W>J*AFgox~u##Uni55JNh(DuC zUx7-g?vUaE1jwp+tCywOwYx>OwXzq3i*(1B%v&w>N=9L^bJuuP|ytW1&YYZgf&2F=De!z(9 zJ}wOL6cO)R)-5~7VO8KVCVkZtE=C9bk$dz+;`%HGy_842f=p`=W+P6)Gy*q&%C~BP z-j{mXY90342sR?7mNZsM*Z!_}%0etIgF>dDrz$;>>^d!l4{*5itCC)E4r{bb#)piY zAnnQ0GrT-89-|MbTu=%j%(FXCJ9 z9_b0fFeD&?dz&q{2{vCcd*h%`4qZTsuG@cQUR=I2q78(z5r(pocDkLY?^C?;uRImQ zrPgZF_mdbG4hA3`s#q&++Wv`^6g==R@~gkYD0Z@@79@RlVXhiNXD9jsH_)m?(~K}q zO%ctZVX>NRPhyVF_ZsICt8P%FKLxiOiQwvX&_>v)spu%|FNCCu%HAN%<#9LY2*cLw z_pvmMwcA@Z3K^UcS4y5p$B&yh?yz;}V}X4{QFo#)f>6%v>}4M7j6sfAnCsx;I6;7) z5Q5poAvlpgzzyv^kqc^Su{}nbcjy@!U(6_^AlFNBWu#KYtvDWD9Yyp4#Zc~u_cAYv8)-0@bS z!nzPGWyh7Qj)1~AKyzuw=Lsn8Xll@?KhjaAf3Ch0-BmbV;hJ@5s=U)Zfo_*X3gNWA zfHw7Q0J3yrtKp<2Q`dmjuQi4Xs4+`A$q;M#NJeV!uL`)J{^mx5j)aQ(ze-nK9n3T>>R%yCTCJ99| zavc`9OX_I1vdAcjiUvw^F_7Z7R66&eW))3Ga0e5$T+(8)TyZKTinr9pbz@TKcurVw?X-Uq z23D)yfwX~ZXYqU~nCfm|Z^l}28@G4_BDj#zG^1ecHc{hEg#e{dg$0ULbzSOA6UROa zTh5Q^vBgGidAN8&L5?u65<^WFwMjbbKfpJExt{bb$3m@zW$ax4quA)mwP5e4zr1dJ z#R~6Pi>`O_A6*||h z_OUN)6yN$p5?HFW3-oL;imIK2D+~EkAyLC_E3DH2^eCgBcbVZ!p+o?vK}MSZ2$L;A z>%|mx?ryZz28_L>M^NT#dLYg_kS@qJbjhqDH#hi!$G0FrFbt`5akP zwrYM0`1lMZT)P!<5;AyKG}?j{8_BOL$t_Bh=N)R&V5GI|7@z9lVE)9L0EUQ#2|BQm zhsEQdc;Cos)zaw3&N-zP0bMWD{<>)muev6cdqFC$LkUSUHJJxY6xLHd*NQ^WY7x9& z=}xeR)y{FGgf3BwO0xmI2P*qYJtDk;D6pzosIk&J%%`oZX}gWd2%h1pBsXl76PHF* zv;1Dxt=~0aSa+9CsHgJ4_U2toDbb=j;4&ZlSPgJeD6G>8qG>k7Z&KRP2?roJg|~S- z_Thu1Y$;LXh2&6Cn;@ww%zpgq7Jhf)GLqe&FzrsX2(-mUFZ*F$sv@wh-?v3p(^a&v zr)`gPP^)85fMq-`>Bd;s0@L_nCh~UnPv>OmeVip+J ziys7NdGlfzgAFMeQUxQ)VwpPtfJ8C~8D@#QdXCeWfa!g@q@HDtNh>uZ$RM46f>Y<0- zRG*9g?mHw*qfjED&k%h8OKVxk{%qN($Yxb7O8>B570f~9PnI-tDps7w5=_uAGDhi8 zW~h5I<9oR)#Nq|^7c#zD$r`hWA_MUpMpRy+Ufk74q5_BTJow5~&0qhyg13SPoqNEf z!jX#VCMk%^pNvXF@{ziXpfHiyrZto-7Zl!_1Z`G_d1Tvx~af29+aN{Ks(166*lhmrmD3L5>v-YK%Ip z+o-UrhqI#TdLRg(qp@07&i@-21xT z6gp0`u?`}-u3b0S4;l9NcJ4fZgE}qBf6@iMU;%q4q$$_rmRu{8i!sSAIGR-7YMK5dT^I$&&g<*+X+AhW$dXS5|a($cCain=gPnsOSCC=P`c zr-gb{izr-tK-b7%MTE!^9GYNmmqDe01a7NP=y})iv$^++lJD@hTT$|fx*#;|BzRuQ(s zxJ)I@cTSB-*h}377rv@==>chJz4Fgo6TnL#v@N|v>Uc$gNAxJdRNbiq_Nxl9!q^PK z-y?osu5R)xB{~Ga2w=>$yHS+rRiW@+G_=jjsMaeVTLUDN=Wq-IV@<(XwDS zGsmD`OK@4=x?9=oKbanDlacRda*j_aS$WQ0Zl_4Xr6=Vn!ga57CuuDR_ zk4oPq!w!``{w}}Gomw9hl8p0yh3C*ZQ;<%Lo#1aR;1ZF>Jot9IvFX!8QJue zdMpQvxcGo%t!Mk&i?B}`7(6~7ou;U?!2f_DFl+@W&e)n{Pj zA^WQf%2RAdK+OKJ9FC`cMAi|2Ir0yFTsZ|(BCVz|@|`#(Xw-wYTAv+1r828XQy|_Q z!!y0K1hGFMG05)w=^ZO|+mt5#bxqzYgQ089A5@y*u)lr8nss-MK@;)oPPV5KFbx*`YWgy%91 z?J;+x6&aDVweFrkC5BwGmd`UiVagejYT2u~C<~1giKs+#>cTlO4-s-Udiew8q;zU# zR(NH#HCqoL=Hfyjr~qFzaln^g@JtnYjdCjlk8CB$*KO@lI5$fdgJdM$@&tqumPB;i z^S~$_bi&NLCl70a=>M6*LYH8{0E$^(-q+q~HkGWDNL19QSqsG$>iU2mRAIilWm%q_ z(tyy$wlNU1?x?7Go5K_rC3+E5R`Epto*?LyNbKzl%v_XVr+};|ZJAzZ+CwF+ua)R&iBTLB~$` zcqq=D2%4(pv_*_MVX9Kpm067)Nw#8IVcH?=;mA&loPq;x3!t^+9A84erEf_#fWoA< zI#404Of4@OtycZ8S9+t>azGf4R21OSx_3Kr?2%-}Ls*{suXMzK!U||G(S9&c0uw+Z z-3q-8q#~u*L|Szv;*)0-9mZCI15K+=x+sXzj-2&N-gR42>>8J;#l$jr8kW~;u1G7R zdCVz*k(l1!JD;*8{wdeP!d{ARQzqD?0!6HK%d@^;)sYR~nwVc@#t0 zPS|1lQyD?3lCIG(J;ASu-p?HrxIEl?PFvK%BLWJ(LJW!luq$UmP32a0$9;gb&WY@% zBE){X1r|Tln6!n|wNPt0LWKpXE)<~SVq`n2ZzV4)K3)*jv8bemzF}C|Dtk~nIBU6+ zNzyUsU`0?P7nh1hS(=g6!69(Rj-zG z4J5?N-EMIlWUbN8`~+^h^I_ZXpa_16V4`w=n31qR7z``y!o4`=8(!DGxuc6xhm2Q0 zv~5_<8gE5L9M?IM&+NG(gipj(%K;}T2Qv%S8XR6?K|8TiV(*%P5M~=Pc(2|_-2?-M z#1p!1^DCAq6pkZm*ofDRE`imGdfgMrN%^Tv*xlhl-FKQs>)q4OD=UGA|(N zFjhxGSlrk4c%~*wcYB3uOYnO<#xMYXT{_Hx4HQ_2q6QO)qBJ?PJD-%|85=lCyGwtnSO$d(hCS#k^<*Y@QAlq3im{p2FZNwa#@kQ$;r-eO>E*m_*11&B_-)gvj$KtkR$& zAh%IMa9*_|kn$|2i87f`a^5kJa7u^OM-nzIo5is%freP6c_v9MnOmP<#1+^^PTC6r z)*SOv0qT611$LRZL{0mY;a>hPIyu*=PnE@;ob#~N`Tu3%mMaIl{94nY{OciMV?PE zV?s0*FIr4Nx&V^N7lj=qtE5#JNNyyG{?}NfwMu+s7Uw@P?PKs;t!_0L zjPM6wFc{#Tqy&T((h$%#eWKTaD<$O4SC-nP3!pS`o!w34xUe%nbubcM1|SrJ-_8;D zPK1H#%jL4w;aL=zy#okIeuNL)V1;w=_0=8}UEQ11y)1Rp;r`_k|CRQFo;pq?PBkV+ zdBPB)x!Wgr1`oB&F1>Wv9*fFXy#?B&q?}97*3~Fhv`Zk7Wf`g;g!q#6I?|GwFepNa zy~+z6Qu=knhyRamPo6N=#CwCxA5cH%w6#S?$TBWQLU7Jl(HhXV&#+S_yoy29KhB4&c!V=ZctP}csWT?}fsm8^_&i}YI!g)Pu zD6EWAw86_+ji8NBHFYpQ!ttjNL&n%}rLd@%L+V%ydJD+?-AE{gEi;hKOkH#-dmvir zvrr?p3JJ_0DDx1V&uWm4N8a54!DzccB|Yw3o@^>w<;5q?t%k}82eyhi6FbO1bx0bV z22i%vbCTF_+}$@^vEJ#fnqh3l#DJYh?wD{(rZhO&8_FSUX=5@Q%dT12;O)NaL#kGB zAM)avI$NHaA1S8_yu>zT0I3wwWFk2f4#CX44&XhJYB?56=(Ot%)RYCj?n%o-KVo}( z=l}-t^}I78Uz(TMOISvMcHt!bY28Yeo`^E5P@sY+?(;iCgYoARpAmT&WyA^4(Dy_I(m*QIS#O(uO+nt#9HKV0(Un z1L!PUk%QHyL{}D(tR3Kx|MH1++g$dCrPa4eFNUbfRi;&>Sc5Lupf6VR&BbWd&h=cC z>awY#8Hq88!4qu6xkG>sSR!@36YLMG@^|r;I%?#_p zszF%5X?^CFyHi8jgEU@M-JLL1wlZk#;4UfJRGAr5%Eq8}%vt=^*5qn=H~Xz#6^d#@ zDb7qJh@@sYNcWnd^jK`t0T-98eBdsmM6TyU8({o6iZUWauWF}cOF|4)C!+O~B~l1Y z&7V=|yqi_>`MBIXEKbmB7y&`^42`U8&LP_?k zd=hhQ6S3Md!sX!eW;~Jt8gxg%kfJBdVzH;H$j@accWGVT5<_`cyNetAh9!;>>gup? zr$+o!hK6-63ZMpG*ho+OT|og-F*}(C+6hH9m_KS??kA|5h}1}E=XeqxmY@lWrzJi- zgCAvrs>0X@&q-<0jvC2rM^6-RC?c_Ewrd86HK3`%vJPKDL@Srx1d1;|f8y^AtX_#^ zM8HU`t00Pzj-b(kO_8@eQd%z|v|e8)OFT|_WE{CdUh*5%9;$037`1W>u`TYI4)(nm zR);?r0~+9#XtzfjL1@UiesaTjpXdazI$+mE21pEM3r+rtUUSy&l0G0NL&y&vaAdud zB`PD@rgj}n=yx*dk>Y~N@meBvk_c)+znj2m%&`i} z09}MC1Fbn;v@D&-Zg~*?>*;g^mXQl<1#6{nbQ}Enp28%%3hzaAuB)ogqY|gQDlt@T zno1w%n2DC*+<;dGGO!I0JkoKhb??-#kalSZp|RADNP1{7OmYX1UQepwa@}qOTTR3* zcAU+YkGsB8317h|_^sKDT-?=`CFXWP7cc^{MShpn%E7$l7`(PXCM7!SUtxP;!R}q2 zqYBH`V7Lfm2$i9EJIlI^6(@^h36gWy!LkRGUvV)E#q`>6>o%& zf}1NAzOzO>FU*A*3W796C9E(JrPyKX5eAj8i~}9(Ge|<`8@W{fGPmj`uFQtk-f3r| zT=h|rDA8=Q_|DBM^y5!}tG5KU#0l3tv|6nQXZ$WSpf0Mmt(3r}`ZNk<(>j?8D^UQX z2oLY<1i;}MECF+#B}+=lvVMQmbW&&ICf6yc^FY@3f8BW`(+n=z+dKqq9m_#I4 zgdzr^ZRJ+P`KTDYL$Xy#pyeaxV??4U5$8iXjpHsP)UgIthh=zh$4wp4N@C^c_p^Ut zx}yZs%}!o|&niW!pG0ml7JyhF^|?Hysx=#W* z(ce{&9iK6PxFHU-%Mf5IJ(cC18eJS9qj1sIB>H z)J6)Z(p`JQ5=(>1blRBTyPtSS0hA?W*%gOpB@BylabW*xAPLb%I7l&(FCEpXDyWFM ztvf3MFARl|BnZ>4iHJcWEd4Q-Ich`a5P*uBa09hMX;Y*mGLCPvnJ4zI7zZ1nay=ZFuwQBC6aV zD5`38KL=~e9f`38Y}|2hg{!0@<60HsY@f*3+HqE1RjZbPMau3|)@z?F zfoT&{u4(nGgV3khnF$RQ&TuzA1He`rAy2MFFenuXbUZJQw596mn%NaPYk}IOAg;}! zKbDx=TV#;xBOx5Jr+zdQBso-WSt%qNC?wDX7+>F@&Sb(s*;NJGOVDl?8HCSgQ|gf` zssc*B8wf1rgO0ns+DoYskgMMBszHy~N185fQGpNwwdg!ypPabaDh4|95>GT(pRoq= zWJ;X!`nggdOhJ&6h+D>c#S#^3(Pgt}2bGHE)MV_l3{G?tNyC?@vznuG6!FwgrwPH{NjrsbqPA)#>jScAAfOQZ zpan4ay^I6Mr!3bL5I?f`mCu+Ki8B1O?yL%Xuq8f-CzxpLH4wpJ>Ev7_#}`mkpl%M% zcTuWh$?vso!D*ifGdZXz;7A( zoE?m1aTHp|fHiEz-1Xc#7llhfcI^N)En0 z&F#uq-568eQL*Ace#M^2s=H%~{IOU z;64=W`jtgmr~H5Z`r~?Pr(*0EgCDyH_hh4f`BAPg5rkDs$N|PBXf-1_TA4~r+pDBs zHfnN?ZTAGPT~#Vl8jZUiA=2u9Q7Fg8ahQeXE8TlVeu{fLj}b)Sx#U#tr2etu@KZ^v z#FJ{r2yhR7=%`-mxZgI)M>Q5y(+|7SWXl(WSI)?qVqJ$|J+dG~kwPM2Ocd@X;(^~I z%n~Q;B+55%*D8$<8dWMnrbJA_4^YlUeM1d{JgH$*tf|S-D?;1f!wyiykp;&KAbkyu zi64zcCjpg*z60HkR8xpbwMj6)uH&Y3mbmKO5;Car|bc>-``hxl=PqzBf85@J`O zmdRka#uz1G`%~@9iz))ff42?sS)m)oO*k835<#e3mPnh(Do>=5GW#ix4*2z2OfG!( zO(hG(qejI7WY8wpOIa18Y1Y)$^-$6iI#0>Uc z?=M5E2C8(sJtF;#C~8}PaRi7R+yuuIv|;}VDhyvwrty4G6M_l zP2)r4EG^g3HHk>1TqdIS>;Y}KeP@mPI;8W~YM5)TG=e05r#Tp01mLy^V{;(@ISY+BVKZ<0Kx%w1139)5`Hh6a(1L|( z23!VTG~-q1;;GdFw!QMhUQh0jlrkNeKv-#x9y#km3r=%X$^UmTbZD zP(2sf+Q07h<(gkTBOF9*Ub{nSo~BpxR?ilR2udKpt{NM(ig^m7p1X=qu`sXlxNjtN z8E-|N+3Ib{a~z2@7chwux&t&59tr;#m@LCx;-%TdPx=@bQV%PzlQF2R)Bn5Uxz zOT@RgYT^kgc38vpHh0wWsizK49CBw}!cXXjQ!xQGHV=ycMadeS_>%V*N!B1akH zk*~n7fu=ENaB|SQ6*Kjns|0befFDbl31!JWV*3?<3(8KMne|Fku(2k5snrT%8+vmo z)>OrEe`6yxoeKB@h5kx~HOnNI1k|aQtcXZu`pyc##S%#{&pO`V!AWg8Ksi_jsBBK~ z)xD{N(SmTe<10O%ZX}dQd0`1jvkL=uQ4tvkR9`VMo@5~FE-cNY5}>;m?}Pu_V;vO@kX(J*|O; zV_6n%q+6WaG5KP`@fnu8H~ol2+)SQDRYGC7MWRv5J_5JMG-7L#Ossxs6i7R848|EIvY6Q&~-QzYRH& z!k)c_SjCC>#{yS~8OkQ*7QJJ-NAz+h)WzkjdCk@Cm>CL53hN_Dp6bwh)vTgic$PIp zkUyAErA~1pcq^AmVq~d^Xe$KlyJqB_@|6Ih=>B~7L*>v`L$2*E&D9{~`M_guO=N_& z$lB}e#l}@4+6ku9k7=Kh*|j~W6{`1Gl6fT*=|El`uXk+Iv5bt_(9&hm-d0(#YQRX` zi>o_pQsDOvKdQ(wybZ4i#aUsqVw&GxJtFFiTxUd>-w~NY47Z0)?{AeTs3}WH-W~99 zbnWk)RECCDiWGFqh~g>-)kKH*+W$b>K&TE$i$#V+DuKKZY+p4vb8BH>mN-z0xv&H1 z+R<5qk#LT2xF=Ht8te3uo!84zDw7d}7}BZq-${dx;kxMc@eJZWHoY9KU=bK)HI^=X z>e-43)qIV1yNWkiIsO#It*_z^AF19ZgM3A0Z4;t==eq+j{v&Mp?j=SuBNz3?;ila4C$j(8^(^D5tSxAx_CZ=@%BZM7r{h5$GwlPY9usxhHYA z)&;kL{J9z*V-&~7sm8i!lABKnb@{ro+Ok>0&R{tcs0ZC&TU9)yI~wnULF2Xs%NQ=^GaO4;V2TA(j= zASvFeY?qml+$9stgxwW1{dE?gSh}uL4KYuC*tW%C3ooW1nYI*w9>u8F2mO?USR<0; z#dQ_*6oAYN9l*@|$q_mN%KgFOilyVB-PGqAO9Hf&3I$Mg8@Caa()wH^Yt+*D>hH^d zHU+9}lUrT_Gt4f`S<>1zp|S?e+hHT@5nOe-w;GfZ*dt*j4Kce6^*LH52)L2WrL~o% z!E6oWb!r>j1$e1PWt&{O_O+((JR842-7P^9=FiS9>d5+#j8*cAu~-nZCsn;KpTc2% z!{s9g2nVt&Z}(Yz3`$a@#B>ydRqAN-kA!lR=NtPIz4e`p9k47-NSV5|HB?3cLhzZQ7eDOot3qdk3E#lw3f)?JQj>NLvRoHNgp{ZMeKlNO{ zv6Q4@0G}(hJQ|=l4>Q`YZbp=B-Tbs9p$4u1!NB6h6SvNao(^7OoCpWZmse}o(d;I# zz&EP|iJIoyR4W+Qa<1u|9WBFgbUvtLIEaIe-{S>~G?u{?b%i`jGlJ+5-!qhX{;r;Cuq(|H3c!G#7K(c$0{deL z&HqKXc10(`4&7(O{o6k>#-flo^HpV%1c32H*}5PSX$&K2S}J5V*Jy=2Ak3uyxs~&{ z4c+jwsOl}Vk_cK8{)F7j+G3sI6tEghN$jSp$_DH>@NtK)LcdiM%pKNZp&gqXy-An~ zgD!CrGV=%Cw&|)6ov?w?AB!@@w~YD3A*&!536p0fRw2V>iUg7bnYBJ@Gvb36TQ(O^ zsmoI^T|nWvwq^2;8fYe@AhBVx)MZ*#rd+?f<74}Sf=-6|M#3tdkrcb`&`>Fz)Ycoh zYY5)TRP{y3Kk;T8ktF}wmfeeh5EMg7Qal=@YrKL2h9W+8y-G$=cvkkJ$r(pAC7bCq zRI3wazBx8aFIGOo6Unga?EJL@3>*q1NHf$!dx^%bSOaa;Oi>BMm_;`UVeC&|nnsX| zI??Pva+_x!DF(R!*4a>N!T)58{5$}4wwUygCv+4?ay2}d5vOP|++K=arCd(+^vcylvS%n_K)e2&Q55U3^ZYa+r$IoLgHeIN z`z@yXX^muSGLn(${yROz+;+;iG1I{hdSI{mylBa6EDY803DP!p<)*E17By`OueiYk z#5mTjknt8^)!qVqO^2?TD0(!_TC?`2KpHi&A>GH;IpU6hx|zL9#o=QW9HRQ6s7tc5 zEcGaU`niJctrq+mrraiSl!t@}7wyE6QjyS7Or9j?=MwVFUv3c_QHKzQ2s>VyhGV4V zT(pW#x;TZ~;UTlATZTpgyEbWbWhLiph7~EDGAM2aYs=|GL;m9Mc?s{-)$Pj?`T*gk z8VRcqG1wAu=ZeWJxe;(`ObTZrAiRHWQ&J49L@X+T3Mxem;V*Hq5E5v!^&fP&y0Q zdyN!%7kn0=wF*0Y=)C-zB!y>1gb6G=d5JvBWB z8#7?G^~l?*cm`@|Bl*+{lMVfN21#MlMJJghk&4ucTdJ{vQiNtlb_g(sMIn-4d|g{l zuZNd~Sve&ZuGg$ajp7J*($2W`rVWi%YyCGlPn56HyHvs2LAA0JS=B4+HS~iCf}>?u zxU^#IRtZb%aK>Ux<`9a;=cDd|)Ht?7q}Elr^6<#22A9={Dy(B5QG$w$l>Baq)}y+z zX~f%a?Nvq7$x#W^rgZEaE0Qp+cf*2CB86<|ju(@{T%EJZhk859)4*N-POwJKH9Sgk5Jtz2lF40GFkyo8SL0b5W)+d_Vst6g4?$%?x{H#n5=k z_C&{hCnGRX*@bqvo+C=O&B7xp`Ul;4Qc_xCgNVFkNH#)TTK`f_-crvj{cD4ZY zWj1j0=c0l+jGco}GZD=jfS01?abVSWf&Ii;0Y>2lco}{_#tpR_V5lPQzHT00MelgX+`uE(Ji1P4KBIvRC^Ckkq&mw*{$D z95D!AwklfeHJ2aiUnOaW3N6Kh^!qA%q!!&^bsECJ^;gtK={2ruU?(@2*OgDwV>Iri z>JqxS&Ye8ixs2Wif`LMEtH~89kVywCWlpjsBgJgzc1369=12l10KQ`K znk`gZyl1zyb+xC7^TLzP{=FAEy$R4G59QqeD_ z^L(kgK67%-Gik==30IXlcC9sciO+(WfySUV)<=es7zswCfQ~qzQx&1{K)b7%CU9)c zmV}(bYD)@`zzjc?kz!7JqROWu5QWd;tCd6>1@U8CNRUMh9UsaEKYwN2URUzrYZWRbE z&|t8dRO?NamZ$+l3gSzQ1~HQSrTT#UjB~4#zECl1m>eePA=#Nwoj-*Fa_FK93g~3C zEbI&B!r3|ujEtrZdN~!*I`{;KRh=f&x{76$GC3fjg=|?&1pBQ5cNKLrG@Al!S zcg>}4BYsLIdd@049DRP}25JatunAHceEYCNIet#o+6p#uU`TC)NdnX(LBc`Z3aAd+ zh6NLupXlMRj)%K6%&faBX%jJSJr0Si(p4UNhvCGem-LjAhc6*^6Ngq?t0*#srY*D1OA{eR(!0cL0D)OF5x}wQK6)D7GAIkUjMX@LD=^a$A16;8uMz*&I zjRGu!al^apj1s$fmVAEnfUt28%m*F+_)o-Flywr3IzH1O2(7nh4KGDUQi+g1n?`sW`Mt*yQ+EItZfLjH8>8JcBY51BfU}ow3Um3S#1w zEV`CwRaEjsAmlbmL+ZgbNs0TprP|*>Xyl5g1x4x^0+BU`)Vh_OpbyJ+-Q*@uTq~O* z$h!;PL546Ek~#~;xx5r>JGY5~iEG7?lHkesT&m8ms>u^&Dz8F{DnH332@DDg;I z2!hfKD+)TBsQi@8@`OjFK|8m&I1?1;iFRH|;t`;!Dz3f9f0f->pyJ^L+06@@{&WWO z$2F5`W?ma4(*W-vLUl7?CyKSK1^+(kV1S#MSqi)o9)k;CCZ_gif!4^Qq62s|G7T8r z=Rc^k?p$qpd4O!36bH9yb~`#q=8w? z&|^EQr<*2qPefCOHvt)Nejot+-e0+4JDW53%~!s#c%5b@(<*t zU@Xe6ERa|43_=WA`7*eLEnm{JHeq(%khww(b>M-sCEz)kOW00KiB7pICfTtXrseB9 zU_v~!Jn~P{-x&*}QbFu1&WEuy9BZSYL?f@ARqGL93potHT6RSY7FAxze;&kJh=rkZ z;~L2Na@>HcosA~^A{?Ou^o(jhzOpT~0+7j9ce$a)Nx+0XOym^-%6>wb#2CWE5*kG~ z<=>xn%7)wvm^~Bn6R}2}PpDO-%_!&{di$MWL(@j69gpOKG2VXlN67@T5bM zBHKOyYP=zo#izW14zo_!kklB^i}@m3WIhauUB}L;8uBY$;+-PEp-?HmgoMa+?AgClF7&vOUE1iyPoy=kf_JiYb^+J(ibdS0|;0X zUbLOW$N@z~dII^%Q0nMmzD|;9=_Z?%rgJ)ej;*WVwNC6Jw)DHP$N{Q$qQEg#DQz)X z2_f9s2iM$bx!$+)z=XWVv$V+8QiYXKnMImTnOvh);t@aQuag137DGG-a6#9*}AGFUpM($y=+609OMbF;pT zt6r^8kqzv;PMH4qP2gyqNWxqrDIG=H)aV!(xuCfah87|_4G)X2q+VRe(bXpNP)-!? zOeWjUj?~7IgN1ZbWhjI#hY>GSjlBvMcoL7k1)7naO{|jKZJGHDb1}T#rqM@cR95N& zZAxVhoD7t%urm^>{*4Fn7B6>ePr}PU{a9+%v4Tu6PCMz6bXZrCBLsfCwvAp|ev*qE zF$`3OJ2(dYdu*!90X}BGi*x z_%;L9eTXtSk+BvA-A_pDk zB2avIWU1h#c&=?wzs{P$t3+C&S_hGWpaMI{imS>pevbxq@g#hVJ-X>oUl1&!H?$SU z0v*ai?14oFbUmWLwS;`bwyIAGA6~D3CyC$|X_4b{)Br_`)D*E@A-$wVjw=QH#{PPe zK@>PboQH}dW0y5yqO32DH_#NJ;G`)CKYwdfVNB4I07{?HdW6`I6NJwe=uedo-GAUU zdsj&@J)xq!B1#&z%vR^H7wfQi$&tGSfhK~Td&>QYD;gKU24-C5`ajJ<< zc^bHy)&5rBcXGddcCtyUL#*suIR$XZ49l(zTk&Slc1h+7uoHkuT1ALQ?0S-nNyA6N zNfzIls!B6sl;3R5A{oHJU7ZU1_XwIHR$|1R)pH>RFBp4=nFSd9pgsekhB~1Q#5x!W z0ntJJHCxLT>lIUc+FcaysE{jf>r^pzYA@j)kLdT*3G&3tkQN2jq`1!n9f{1g)mD9m zb#x@KHlx9NODr9Ln&Xx08lVL73=>ESxYb9n-LH9CzjW;fQK^$%hN7UZH`<|+ve>X* z4-R!O&`32gS{(nCx`}T}4_Q=}4n+x83m3Od#&pDC2lDmH1{vClU&%Pm>y)4s)hn&= zfUwI^OpiTySpkRBpVd0VRbqpwc4Kzz;6oK-NQh_wd|Iy)f1$=Mh2sJ71bJ7vXCbmA zrLYSxTXg*~T(l565yZ~WB&7Ic(ZNj?1W#zj%xnkr09DUn#=xJPK|T}@D^2_2CQ#S#B8@hd_uV0y%1Jmo(M4B!b9j;Da^0b6Av2?8vQRVw=*bcuk9r* zs0{Bgn=E0-GC3>cg;EsX@i+=>5N-j`5!3#*SuLfC%i1($frq<+kCal29Sh(zaa?zCuXOlOl}(h0BCnL{ z>#HpTwitX~C6kn)5f16$7q>tgb!L+R$c+LMDvQjGS8Rm~b@0<0<8RxpTDK`EI3-Fc zIou(FfnZ&|x!yvN)};H)c00)l{yd%Pt&eQF^% z{ND0PcEm)RPBM68rvt@sTmpDG&EWM^#FgnR{qNmHu1esM zaw10DOP0txD3HXw-DD@bmoS8U*knCm$LXYs1DMn|FW_gxM93o33jB$PwdCM)oW!g+ zn(5^4wezeKw}C|`>TnoMvR#WpY;JwgE~X>v5H)h;2-O0gGf{m8i)QET*QCH+O5%+8 zmsqIp0d8I!m&9C}WZn^-6A-dShtXY^5Rgqp8P{%3taaV6jd(dhBPk`W_ttSFibJ1j zs2Og#(3~aU8u22aE_VD&h)n<|rJ&WwqSIfgP&RI})U_DDZVcMa*!8+t&h(&`s~xy= zv3Impx>8m#OUGh6wl{FyZEX?~v(>O~y$FOaPVRp1&LhYqyi^k2Tik=y4P8#%nh6(h z*^w3Knw}oDxF}Ls-*p8dIi?Xoe7}2JNqF2UxcsW-Dblc(n$ZZ%i_Ip6!8ol_$V`i% zL1i6l)*$x^!o*LEnCjm}Chmx@RGGxjZX+NJ1C)NM_Xa%=5&~ zpLCK%ZOtF;(5ea%d6&vyOo04)L+`5PnuzC8JF0ozB8+i=M4BdI#5{KxBw3*MP3+me^=VeW*mM z5R^TbYk5;fO?C2yFDD3~Y3F8L>?C-6rqnWc!*wbUO@U!3S%`M3sM{{YrPit6cZ_1m z1i-FeA=#}6Sw#@_-^zCuDJ~@(|D9jY*&x>PAXH*GotZ$vVO@&?8}N@uqG1m)oZQe@ z(i7_P4ji6{R%qeg4ysc!b*2fSVyi0v+OoESAFK{7a}NXs3i^|x2a zs;qDvXot7ethbhsLcnzk(tCDA-Db>Vd{#IC#KLu=KA?M5$oV)N*GSor#l}Ktya8<8)#*pxgqUO^O=)RKMN%%%Ef?hah zW=XrQVaY(rm~-S89Ueg@?Fih4w%|_vh;7x44gj2`TY;x`S_8E)+t&{y>~*>!>vD-&M@OppZojMYU422^8S7r zRiGeZLGQa1QiH4AO;d7`Hpc9HY!)&DnAv%TtHsatzLGa)%TDYlBn{4Tf5JjO#8jnZ zD*sA08iR|1$PL3ZVuJ!@x}_RL0(d0XI-^*i+YVb;I+p|Srtb*5L}y&NC7%c{TVGr6 zowAUJwW+(=)MbpeW}GVasAjDbnz}2c<&hwk)w*48pTt4SY!i52=Pu2MX?U$|BK4{) zs@69WbE+Uo9?yAVFW8-;Puu$2kvX4eRa)qApreU5+zl{#KiJUDd}Wzk$MCA+sZ^A} zgeRaUGx1z|kOHf3bG*d8N8N8KH?Ro)36BC=?xmEJCIdW<(XQ zc4mt}y4{Dlm3Lx&^CyS383df}Q9~#45)d6Ni-2CLl7$9p0AP1YDH3f=8WD`(-AmSH zl{`cNsAl@{A8a6=nK<^(ZHZ<$z>nfM$Gv1no|05ua~h{6&3RG?OJg?<8Q(#NM$J_w zA(h!Jz@pD=JPeM>Y}u|eM=miQ{c5sW|GW6;_k|i~0n4pY0Vg{3M_^2;Kh$u^^E?G{C9%~U&Fi5yYt%gp%C8pNXl0fR9q%u@E{Z$uDft<tiA9;pg6wVQ-#$K1O0@);ckU6IRjUVT+1 zO1a@$1PEO|1Hro30Zqw<;cCR_Q+d!l$h6jFJ*YvCWhnW&xOMDL;9xWR^ywaW7yvC4w+rhjAz#2)B`1tDRBG;Q?*|0`(P1rKBA+NkQx*(U@W;GbQiI z+cjZV6z3!^N4X`RoupuRhQ(h|ytxxq6OM+x)8}yqlR<6i-aA^lESiTgdAflEEsbNu zeG$B9sgkxOP8Q0(5?wwJtXe^95h73R9=TI2a&jG#+AcQ5kt)rFLD-6fU7%#0j6-DE za5Z#Y_$Ci=s=A)@k71ZWYYU!5L7fazPajMNOQpx9y+YEUiHZ`0BfQ&!cMMXgb3LhO zm8~dv#8ojU0_NI|?%4X$*o7C5iprDqmQJD9CaKYT(Hxgu4HRF1yx#~e^C=}d#1SUO z#uNTW!{F|KloUj!zV<<0r7YkrP~2bRRRoDEN~Svn(9l2g)S?o`*VY-??&Be5J zz4Y$ESl-KL$e|_=+fg$EjIo)~4mfjj!AijFTx&;sekrBaZsHf}-?+7^F_z3q5yhH_ zz>uUCUOY)%MJ`i=KhF-Dh7%{H3`t>$u2KgRvFVcx@?-r{LQj4`O;%juAeS(ts;YnA z?Ux=1t%m|^q*i6}K;KL)BS+TtDpqR?#*uPtGex^G z`71^=7nxQ#rNY6lf!Lh9tsB?%iM%8E$r|;!uvF6~0&n7#&|xdUWL7 zRb#}eUyh4gw-1D_gw3fE8C?u8N+3EjT_bg5Mqe=zT#{UoYiiuc>20YvYtT$}cF9~k zy>@_a>fe&oJUHRdA166rs+N!N!Zao>zB`W3&U6Ovk-=rLF>5M6U{Hk#2+I-o;tg|a zQGRkW&Mgx$p+?0eP$Csi3g$||)e;hvb&4TsK}2ueP=^umU`yRw_$jdfdF-%WpKL|m zDD5ka)(>$CQ>{sLL5jc3D`43M=}L(Ti0jGK(D1&78x@nC#89~pDfsWI* zXHV2IU@aEAw-o7ugUm}*IKngF(8nO%T962Fz=9}A3jbK$O6C+q-4S8AJjOJVfqMZ9uJi$AQF+bpIQvQh!{LDM!WO!YIsRNy>oh+erpx@WMnt3ZVP3JQ909D>W} z(lu7}gMPXsV8=DBa7)sr>C|;<9eF|GKuW zXo4QNuJ5!%ZkyCqQ~&qQ)h&K6Zy3JTmw(CpcjX>FVX>6xIA1lIYOZ4Fq}TLufcQ$! z`?`h*B-5{I)nqN z_;Za;kVz4@S&NB6!n%wyzQ!^om2?_;)8*^3SG_2$zSq$!EzyUKA`do@It z)N$@88jOw%Drb^I&2_CcCA-~;SxNOBml_f?BZK5*izInbqZSQ5EI=Wf*Ob-hsIu1`78~0TV{n(FuO1V5qh#2Q` zirlGhQO(YwS9=t6YDHb6WMU>FQ)KV7ACphZVU^tZ<=B14wuz8DD~2e^fT) zNNRJDE>(b92jyENh?GOv$bj*;mr6sjADZJRU&S6P@=IU!Y$`LQi&&3O_Dy{x;Hz;W zpLs=~frAkVw9K#VM?+f;Y1%PUf_Ob zdL!pr(xi#KeM)hC+LH0}nT7lC`9#T*i-QrKLz7vdgz zU*OkcpoIpBv~*1YA1h^9DwA7eT+{^=0fJZS`f0L81{LsW3=CiM0x)f}NB)>qx{XrN z{6vQB*VZk18@hub#w*LNsa3nBilmZfTv)w_yo9?KSGL$G^p~EkY1<&ZNzTe4ZzNsp z(eff+X=LbA7kO5s*5QeFD^YN=R8v1=lwRi^=DAxQaF9sv6X;nrQDg^fUo)PQkX3hY z;4${LA;b1g`=)kk6=qf6=Xy(544KKhtnG>Y)Y%aY9SiI$+7mH@OR018C1T3Jom>_1 zK1;(8DTLzFV6CweC54GlBVU?L4Ny}}yF5#K0y)5fc>O`uVEeFV1|jWINL=q{Ng*G&<)pm zVjZ0vXs8gsgjbstKN3d{h@`VfrBokvD0*H)jvYA3`FgNw-&bpLJiE#Ub9ViIOU8%& z7~e1rKNb4rCmmRyEsb?kKuI7uHh<|@!gT=V+tsKLFLK0>RJeA) z=>xKZf3*vGMLpGuWIKm11bU|0J$_L3AJ-BV+g+T(JnDxe9KWhtXyJ=^|nbBm;ihnM&UI->~yzO)Dd45 zOHvqbr}4n$N_Xj&kzhpnd?f{<0A4&A#*?rRTb+vTsI#?QJK9!s(Ez}*tKu@Tm0N^d zrg@8$Y=I1nl|8+rB^*QwBN%NON*bHW#6+vM?M3o$B|aDYsebNY!9*O&S?9Vi*EW*c zLMTfDh^sDOZSdk2rrK7s`ktiEr_!7pEl*DQ&*{~?H zNWr8~npB?jFpJ*BC0-j;N=ge5CAAtkGf-Fv(tCFd2;KcQ?yl1E5?VDcddNOb51XrQ zp2Q+aK3}8)i8$-*0@xM=VpR=325jS43CnOYHb(ZIq^96Sa7zn2!w}KsVDdp%>WCeq zr=uedl70S>Pbe%grT2zwW?E2285mkT%MC{7)tcgdR=~>dpvRM?78;P5<`X4|;O}5b zV04ktvXF#u^eWETvUGkjiB&=14k4CYkfwG^Ht~@Ga2xi^ezqb5P%IaGN+pyn z`v$see`1#ML{*G-!iv>?Lq{5ogf1G8D*4VQDim|c#b8hDN~Ky!iq5TCjPGY_qv4*A z5dHjhw`pv|cOpvaOGabT(~uCabH$fsY8?tx-4i{9 zlmZENeab|N5Q`v%#e4}>;k_)`33^+tXyI7PmKk1S)c@DL6qkZ`Ix!rJ8yHw?J?)|- z$3dW0lr>U+CMO_KzWtm1p;_%ks92>HT+6Y>1%M(x{Jut9*_SV*B#V93XyFW*0E<25 zH?@hNuaOfE+pY+NNi?j>D13V&e^$avj5=Vwla>Vrfh+;vfv_Qyun7o~m5`0Vc%IWT}~s#(Cszjq5AZ#7}2n;}cb;#RwS0%b*P;6Eike zPT#k+HQXhs6(L7@Y+L>Zd;VYSb}wbub=WvKVmp(8viIJdOIYQ8{KeE(Is0csbS_fl zf(I?R?=Bsqu_3@N%kD^5MYGn6!b=A19stu$VUk-+q@IgF$BXsdN}W!PA+a2Un0=SH zAeH7cd?k~WL1fmnhWLd(vDn$t1tcX>kszg1F!Y)16Vs3}?LUTx78~hAINa<}&3=6^ zk`N-fRyv_#sGKgDrflY2M=U$J9Vtu$3! zb<$*q3Ws{;&MuJSGgs(kUPuM}X;)xVsH08_jes(sWIO^B-tSMgw{_(^@- z9WhRfct{w+7obusLFe|NIszXkA!c`ThZGY*lV?>#ouZjq zSfQ}mb=zzisQrTgSaKcn?%RASfUk5umFPAPUOQCW?ca|ilul#|xgSfie0Hn}(lwdv$&uoS#fhZr8Y-musN%vdW(F$8iebX$<$ptWVk~H_ zmg2nBUN*#Xa7lLTu%s>lx|f7kCo_${AWgqs)(O7!8%1fA-hA#14mIb+n5~%&XD0!* zNbGhcLRF2IFb>ZT@C?zc%8~B4Z2M7*luEevbq!L{NRcINtzi_2OC@=6z+=*qcj_-` z$7O>%n6W}B%rwHO22PNp{6do+7zh3HllAL0t$olDLOzA7c-4~e!sen4Qq7nIy9nY2 zVw!5CLebaz4xs~gTY=q8hMVh=)Up%Jd(^F*{7VegG_`Cas#4%5h>2S?%wBch6p{P; zKv|*N>Rlqb79vy#tT-&O?jvNr8bJ~xtxA_Roouzn>Shlxp>=A8NEh4HYSd{C@7*1| z&abOqMIT5tuyd&Ot87xvYMac`(z;?{l_O(YW@vy1;0PkY2X5W!!7k&BN**bL$|+|5 z(dbcOSzOvdz#U}*IPb>vjKvXL2~UC#INK9z*OP-*1pO?mOahi#MAty6lwC>L%8MP5 z0u)UyEtgY^QkjholmPL8p#?UDtf8SN*%?Hy=wQ~vv|U`>Fj6bZuMa7wTo6R?2qHY2 zbd-@wspcvumhQbR0F08_dLVR=&4dCu>2|#m`9dnSC<1!g_kj z-VEdm`46q4Y}A-;tiJB2WCYb|Qc(c3Wvp7I9q2B15}g1ol><*5G6CCt38wW#E>2gZ zca7A*R%#bs;SxH;FHm>g=bH{i?$d z9;U3Xwk!7Q(G{Qb?f6S7bdUSkD0SU~1c{IZ6)=7;Q@Sz}PDvI!j+~z9_9V#Zxv{ zjm+c-+rP}D|0-Lei)2;C>T(Z#kQ~Y;83O$&2`pL6yb3mvMoU$x5H4(*4E9=0HJ%6p zB;(|Pj^#msmeX{yA@UOP8(B(CI=B?NX91@q z<^TZ5w_1~x`ntteZ_{B|f|4afltqF_a^6-73*?G7NxcB!p}nQeaetAuN2Fq&DWM@% zc1ijf*{U>A3K53V`CX9HT+(k#s7fMj>O-eFI2`u7;aU?-rRyDsW*i5P9@sC0R`IKL zOkTGu$YKkQ>$G6O2sWZZ>4=gDgl%@6GyW}QtTBg7xZe$m&H=_b-6Ik8G>89*TE#}S z1nW?$AGXjYlIR!(r(_Ifr*1lak*B7lOsaVVnCUD>qc48eJ6f| z95nRdY6TP57(hNU|5hzfYNv=N#+!q*0JuyM&L$eZkm(#vi6xYQM&i99m2JAEAu?$FwK+tLwNA3|T5c5Wj4YL5 zuEG~Os^Rfm?Vy>pZlQmR@i}8o#k+kLj^TLV$T(=P^?y~F@xd&sJZG+be&)o zgRkV89o#?>teuoB=$+{RBmF_BNWh?kjQ`^#V$M(RwMRu_PaA zln6XQHk8HG*Kt#l9)xN?4Xc`jNA*CPjsSvgHEz)*DBUiJiW!TQl$vTYR+nK+FOC&g z-L;_PujS4*E@t^-7GWkY2_*w0nK*3nk_RC|G20>TP-P3X4TK7-U25x)jY~13d_RX( zMk0x-!+J-BSjn+Ul0-RqL_(B+Ns?%_?8{str&z3xTKY3Pn+q82nPZb!h$bMjfI{~3 zoeWOT5;5?VY^i?3c*3#+fK$%K=?;;R&`FoX`xijPS8^3)pmPpUo|057UaVhhMyVz` z5~m`0W_v;$*(Tv3)|Y2-rUk8E((VB-7O%I8 z4xVIzAe7i$4yk@fBfSX=B!whss}@a{64i+^FEQal&zfp*vaJlA1ME}9Ut6LIIz$*n z4q$EsUkzy}Ih{f_QqfK_mn!7a>@U)ulvD7hZA3MmyW^ZfquZCV1(VVdJRq-DK?k{| zV8cW!0;AOYT~RB1(_3kR^;_UB4x>Cupm|nv(IlV_$(PAz&}zTL2z49Qg^+D_?uKxE zMR~@L!UIGfg$Yr5B}{gSq|MqRszS^d%#M6#2H}z>LS;K$uY)T>lyYVDNfN4(jFyDx z`ekz=1Fj`%m4;t7wrx~COUc6iTH>srV0JQM6=MHHiOtMW z?eOK84&yA!X3@z|D>fx^@#$S!2pjhU)>cqqBjr!LEbvLIfNEjUPdA9@E6u+h#m@i$ z*_{DyTZLZXXi>^3&Kj{v?^O{pf`g&UM%*P0TC<48NbR4b$^t1;oS7W$8I-6deC(G; zwooJy*2)5md|Ah}f)GaK4NIc!;(GZHRvoJ~5-1}|b%cPD1oC)VO>$vBaT&Um3H?}c zia|eowj1{_CJ&SY8i|~cd!VbP^*TYgxq_a+Ry|}A`K0D_8OoP^1e4e%qKpY9aVn1b znTR?<6&GGYfylo*K4rl&3)*T46JCBC(Z2#F58!1htc+-58l+w4javAgJ#aIjWR#9n zTMsjH4w5*wZCr_hC`#9g(j_00CX0Z}B2PIc15grzVV5ydts?90k7neAm+ zl%XR)P{;?@mam|YWT-|lAJgiUKxECu=J#M%qQxK9ymk$l-j6`qxX#6mQqw1W3MEN9 zdjQ_lIFSz{@kix@$WaeKYX&XbU~W|kqN%-%-QzbaO2c>~^3JmooQ;R3ZtxI`xs)^d z_h>XEF(saX&TTnTz<(Smpy%D{|MfN6*@<%yslkFifi7BPDEMFpu^TGFNwkPP*C8=C zKZhJ)`ToYUdVV!X$bNyhfi-B%uIQ=3bTui%5_wb%wTpX=Ohs_9NCb**St5+cF%=4JHpSx!H}xx@bhB!9#!xer%UX8J^FC%eOXc^x+t=oX$hh0-nw zRDlSFsYS9E)zRwGmH_Y(dIlcN6!70Yr_`rR(cyNc_ev6-V6jtG`zu?dTg@UKw)X*w zUa~lQOC}tk{3;RGK@NJGVXJ@SOx2exE@Q_AtS&&YlNaas^6aLhwCViyBLzByb3&eL z-D0iwl}fhr_5NWLzO8>k9e`{Ffw$lmW0vrtpiro5FBjN9un!NGUByEt)}ZoA3DxI% z6JcOfEDNR8Eyhb7HbeksqY%;Lb-1g8`AGIdqwN+x4dD%x0oM~Yh;xf(nBZnM9)>!x z(wwE0hVBj^eVEwlFJuxHYICfxBDtumY(fzj8cVlkdls0qj&EPBt3JTIPy&A^56CtS z+Htu(&mpoIw~{7ZV7Xol+mF-)iTK(^ptq|{FbV==+7Rw5%En2JzwgK*XWuic%TLv^nGIZ)3HY=h@7HrYjQE6Y>haVYD9#1CQyqy#bXZ$q3ZYg|Y6sh12%mAx%7Fkg%jUo4h?O_guJFe=Peuy{UW(%UH@#U{K4)OZ9oS-zu)U z4w5V(e122o0$)Gn5#Mcne+k6v4PYc{u?VDMgd|c$hT=@jy9i zCIk;vdVx>&(uVsP^u(V=N_mAkZ*sv<5=@l{&$eZ;r3pQbXp@_3t}A)EUImh#2tLYr@MY%=*<7U2x`A=U1l zqRgZw?-)>Q*G$P{X(e?sN5f!?v>s0Cx4I5nHVc1^G9f;JC95X-o(p{vaZA z2qB-nb@M0#^Q3`JP-bi)YR)9C1cKo$x7(vA>g=sXMU3@#%Oe?}dXHHm&2owdLI!ht zjDr@hsOQ{1IC^g04&RP9{+gV}04 zNB}mjQ$#3o^CM4L`4?|0ZQJ>V(A-e$ERP-|-gJ74Z3;v>-TSb|(7X!}d6|JtQFSm`AdlCoN0Ag>zvouo8h^lh53Vhgpl-zbfI_;bO2dyP%EP)eBB*iaA&`$(t4odRxRssLMjPV zbA`^5)}+D)QJ{|FrLLc|Y)V(wW08SBZ3nCCXx8BEX1S0rcm4HW$5_CV0c0<{)6Q&= zcUi5D{lu1>#99pSZwb}jS~TJVsRBn`9H3B6BF;YWPWi^SqT(cq;JiH@B-z=a?zEQO(+K|0V{2kFUKH@?zF1_BpH5t)by%+#B zF7G{#l1NGFs4PL=MgW-1OzYQqQ)khYwD?ZdWmU5$6g{Mbt7;Z4HE1Q6{JJ9{QXz>@ z5)X1r77Zes{Y_W^(RwhGd~HiL12r>6hn@%E+ozPbcPg{$+N?jvev6o3P`8nnKp%)- zJeTZIr6)Cz#B$A2Xhe9VP8YCP%@X8F5133MBmjV5S+l4|3K&nuQ=E7Qm7qoc(^l4& z_9y1ZVB9jItP_Qf>H~7gLa6>z)oB6w3R8#|MRsVKy zj*ybL0s~}DFfpzii zQ;Vbg&F29CVk<<@$>g#gGL@B8BMHFyx9bjTgPHH-2tFlGkVXoV*--|^^0NE(<_eMrCssvGUnxrEmBtU89n^w%AY(TbzlO>&gK1e8Xi@4#k zMiLz2P`vYRm2X$-GCTPzFQ4?>T>uHs(Qc9?zzbte#x&q@p&ml?6Nu<84YUuELBiqD zj*s#=T0uFnDMQv@t28yO3nrBZBSQj2vL=zV9N4mV;w7Y7Rm>NesII1ED!2I2q#A5+so)ba!mnNiOZtzdDq~zPAxQOOCZun>%lWbW9^ct z{U(#OJHusx)L(gd#T7+fbFp^{b|)l}5ZVI91jpJMa;IaCZHxq~LyJ&gHve?GLP+AD z#0xqWg=9jxV)bhVs+=?c3dk70y8G>qRSIRR^pDxu0&y`IBwA4R5QF8m&RQ9_mn7Q+ zM`?%G^0O3GDvG!=ezS9nKP<=HwHT9X>=0UZ7X2{2ZAQaOg|d5yE}r77pc87KwlyTwtxPJK1cEIUUq_pk#RqZk-Y|TB{iMO^j@2 zQ|Xz{$ER?3s%rDvl|rlQfDBUxpK}aZYk@>({&7c0AP;5KRM?za6(LfTc3qBC$@;sE zDg|*#&EKc~6pYbX7Q#`MeN9GNn;8gvt}vP_HU6S3}MYYUv2Q zL7$^UYsH`a=E^p2U@_t}#)A}_YM?%qT=JKnu_6g7;>$i2!*Le}`L&!aN4Ir8D|3Le z10*zg2>LCNlkRYr#86$NGd*4~>%$GrQM)Y5lAtd_BNx(uDk?9+_9EhuXj8 zDT$+jJ9?Q&6#5d?c10BdGz1AxGl^~tS=|_$Ojm+4N}?*Tqq{*~@-jwJRp=SQS3_4n z(el;JRyC+gsOStdP+Y;V_K@w{I@U3arAb5P5&*4mA-~pXhl!Tnz$%q0K)5Th9|sZh z8ejGN3Cs3X<2Kf56?bch=$BX-%~JWXv7JTvRsARbnf}DiyrAk6j)}_V^Gk;1T6V2C z{0uScB(EDH!lRY4;)$%f)vJ4u1PYx?LSJ0U+^rfmp~f2P zJkGYAmr8beudF~d02;SypCKnbqVAVEloimZU5*j3aU(@5xD=Ygp}*e36B`8Uh##SD z=-QlcSPIBi3r*Od0E0}L9AxcS$&{4b#j3KuJcZ=>R|K?)3Y8KJ4JD)(h@620M{2i? zG+wDqjwRWak(chGVU6%5feyMV4>&PFu%s=Xz{7tDAT#w7ggAoqt1aOPdxD1Gk^9se zna46jMHO64uXYvxDXvqpy9iQl` zFuBT7SdX38v4<8378A0oZR*{|_nEf(TLjTdvllOP?E_7AD%c}NkZrqO#nBg3yMI7e zR6SSD=0hnjDp%+#d1w1HT`dX347O;eGs=1Z-Zc0ncU~cFzypaug|#CEVPV}YUM1Y< z^+~Bl)z~t(CsB?(ZqHbFq86{hp;8@^1jy)II;s!8)?QbEkcNyS$pS1ZzPguks9NC5 z8z~uV0Do?|x0M}j66;(nAXiKI^Rll!F%DHQ)b@b_dp|rjrl0d*R`|c)S^Tr8yTK$4aOK347-*vEC2Sy<~>nj~O zG?|G`mi>i`t)fD3in)#5&)rmL<5bGjlTu$t0Uez}r6;0S_N(47mM4WRV`+}zwWyJK z)}7*5i9)gGBM=f++^;GlS%w*)<1d{ZTB4I%pS26{-igvaOV4x;DA*v^K#<|IrRub$ z&+*zA^)7gkfb;LvXp~|rz+>)`yRYPCVN?YvV;s()3tv)C#fhU+KDA)`)b%B%*Us$f z6DX*sY&lEQ>VQ}4z9s=n%Uc4bk&wXkqaYinqwQ4b=t&(T_fY=;D$ZsxPM=N94u?`N zDs!%cushxDl{lZv;6>%y^3b)}5k{KEVzPo?)!em)Gig7x;0u04)(kp{f`V%}BrkOC z{V$^S#+|Z@1g)I4<|Li#gaI=2;iP2PHI_)$G&(2y#U`T%A*JwBqosNL8*kWLkrffF zsm|%5I_cz3E=tW%+r}6u^Rle&h>@$X&AC=LLkm1zn0|_a?FTZLl$B&Tn5nQLGl)n_ z-&LD?rvk@$6Y}Kn%qpXL#}y2`9tbCw2?-z(H9nwOGhoXQlfBtNf!>h^<4~64_`$$YzTj; zR;8uOb?w#I$urWa1B30|FNBWj9HaU7QGOwO23>7Vsc&Ppz%wk`PpRxuqI`(vC7rQe z8nA=*_LRr?szj;&kfl4Uh@;zkz39e4T;j}E%uqLoGoVf8R>vR*25OY|vv5Mh?_frU z&PVXu1udIUwHU|)+74k^Y+38dNihZO+)=F29#&y7_OV92e8SeYSDv33NobL^sSyM9 z6&j)lA+W!B=`Q5d@6`6jwiOovCtj*8T8U8?n2di z63{a7$`_h}3Qrr``2?;|1P^i%qD8|Jql~U}h>>LZ^&gyzaHklJZeDvAljuJ%UDz3l zw96$k;lhcBSis1Q@LrQQOEZhD1FgbwtSNcdMKD_#bXH_Rb~leU1Gge}lo}2!DAC~w z0dBQ0l488{DcIEFXw5fBCoB0yodo%bI-`2cFM$xW9Yl2Vs-OK*gvIXsUj-_b`LD9I z1WpI;5r#HRn!gj=jU!euw2UP7_Lt|#k|c45chp_W($)=P)ilp`as;UCNR8qGPcRW=Zt0!aLsXW2*549b*-gy5|h zPOMV&Fvn6sQeH(L@&X+u-GEyJTTa9X6>O^?;kMQQ!2*aInxcTMq`3_nsDevpQzb8> zfA7bg#gsIK2rA5GCIZxUEeO1Ue$Q}&od_+TMG;n6mqIb_L-?P>lb~t?kT0D(wr-q^ zS?*+_CY`5}omGL5 zX63t1Ks>Qyeqd?j)6P7xFYB+*Yh~L6^He8@6m{RCF|XH1i!#^As#|E(jsawc#g)bu zDNF7VKq*%sm0U#8Qdi#as1Rv>u%;sBGCbG$o=n8o`@5rLm>To3lCxj(Y?0)yd)_!JT^2w&pZq>CBj-p3nZSdBVBoFZm z@LU=d47jG#_!SkFU^1g~Fd-b8iOZM=Bxbt`4<&KAM?yd;r+%|Gvmyrn9g@=cel0BP z&Sf-!@nHeLLMP@Jx)pbqFGqNZ+iMJ{nwf2c03481p-y0`=Pa>X9R63Jvt>5~P1k`x z8Cn~{*|w3ifVx7G#FvG)0{uO#(kYnIYv*?Y!blVZ{81ZyR@GX6M(D~qW56Z?3v8~O zm~pv7`PxV%-$$4NlA?|xVCFH7nQcRgp&syOe8=~EnMYi<7wg!1mjRLwkusD2A`={{F&~jn7@oy8o}e1DOK6pxTvWi9T^PTj`(2z zAb43xB7+((5iR&JCT0250GZ3Y+kcu|G$UU$+>I$6hP;F=tyNewxX=cFIRGs{M~_-k zZ3YU1502rwiqJtYP6k%fbz;(q4d6^icFZMk%;^y5gc}osHxn)o+8c9;ejCv?tQvvMyr^xh{n^!ne zxJ&dxG#b<4@36?6BdilB3^ekv# zCP3{Q-HtM>1Z8Q>fIpbSG~Ag=wzIBcL*WFJH6yIJLDof7m)QwRY@@tX>?q9*f0|9f z!_sh6QihFasij!Ao!v$L6qGia+3f>5hSg$L(hS(*mGu1C)dI08p^~ky zh^FX~BazjC+}6}4Dl*W#bk-{Kty)HGBpde9?y%Z_ogxv~TSjG^+Q|~~omd)}W{jI; z<$*zB4+U_F)R%iCA|jCRlS1!g4}m3~J8h!$8(Pru4GRVQ6avtAp~F+0jOu$5g<48c zS1lqN%{(Z~3{y<1c_H8a*ZyqeDkJPBwPAU=SU@v2mXQ4w%Z*Z!Y~aepHAaGk*sMCc zf}+jjRB7o6qiNLO9C1_<@|yH z?$%^Tnb4?g#U$Nrgq7r#_NweO&nL|6LDz7NpzRX}dWoNts}-1miWlemrvnuL{SRSq z;VlHTGT=h+m>z^7dZ(7MAQB9lSWn4{zeLPwc|@3W-Mx$YTYyth5grvVwE8|vFoeCAHn|>5a$|N>w zpab9LPj=%ZNr1XqlF$v8UAQK$Mz}y{e(nb!QqF3#I)?F*4x0gCqw_3_ zKs_sz00bVL`c6uWO>dL(aN|R0||C3qa&aW7A%L`WEJ&!@$EBP#U=G_1>9XUgHh)7 z<3)Al`b#dPXe(xiD%O%ys>MvWS3zvsSq?8L;NAzkutS+_|5y9a}(i_PZ zP=o|p-|8;I3J?fFKKLKL4V1YPSP-vq-q_R`hIZ#p#h}L7!cC{V!voAV<0~WU#`e=+ zjKcV}M6d!5u&~KrfHx8g;NR*0?kKGMglQst*uVxtvJ*Z!(R%8a@18RCbbSjJ6M~k+ zl!CQ2(;u3}D`o)iFvb`d$UAu+0=?v{5wwf{fw^RXc_2V(G1RpIDrh1@d&h^RPWT0Q zHJFqO&L{y1RkYEdUa7{At13|J>v&y^q|vK@G3+cxMpQcSKHx9DgaoVrQPi~~KN!EB z04PzGb|zI?pzKsz@JU;sr`5;{0PHVX=sMdJFvo9TWf?#C#^7^w*KK52S}Py2nQ-zl zd=6VDE=s%2QeAwc+2OzR!Hyks<TQMQny^sGHJt?-7aE8nSB-i3PI}@6vBOpg{GSi9lSplN#h%xH&r{Ws7v-P=geU zl%ZEwMb(J6@{_L`CkxAE`A6U7FsSIM%?{#AL@jUTJOATrx{lOtfSqmd)k#HMhp z8`Y0y1r!~A2{$=CGe;2hJmGPywc10p#+DB3~arGV%W_LL_U~%g5T7pXap(w z&u2pHCsBJc*K3hiZd4HdpQt;{uIo6KF#2C(k=GK%2H=1^|0#HXkp=qs*&;8_sV19< z$gH|h(~D<>K@LObsL(LlfLQ~Sh~o?BDyd3TRcvxA3d5rm0{vh;OF?VJ1YN7Ji~a>1 zz6K#LuHdku>G#?Kep)!nN0a%J7}EVAKp|AqCr@ln%LuPs9MuXGB_iDLkMi@8;FlS( zQ%a#zO4urCsEWDG5hX*58U`-31_;V=-Up|nP;2zOWwXnIguo>SYZ0l`px>wa1;JeH zkjkn5{^xMX8dKUeP9cLu=^9Ee28w~W#(dq>!KbX~LHOh&2@7vTs7>B2h^kU4vtUYm zmwfA3YY^6tnhcU5?6dwj$9Tqyx&oq!L=T*qM4x%G8sXSC%sJh@freyiHQF*tA<0=( zoj4&~Lk?EZ*-{(zuOK2%yjTNfPLsKb0|pVhuc;*IRaa6(_Q=bO4W~(rdi}hzh)`v> zRW-7xr$Hc3Vy}jLWyAzvnBsU>SVM(aJsN|56=4*^YVfF};{@-C@P~VLU`=8Kh=9{> zQ=}GT{t2k$pS;!_(m#B1pe>#j@qUY!-&*PuJr)HUcW2g^^S?Hol>ozDDzu( zYEqg&a!)}W?2e^?!|VN2Rj&ui0%Fw?B?o0G%E=hEmqe+sS|T~~N(Nj^;0l<~cnMS2 zvg4WZadK9yN&+NROpW+yB{?M{B!gyI7Bid>$ryNRi*}G;pCXYST3D5fox+7y^>*6X zP&HLyZ-Bdq5qAmSx*~$FhiVlIYcA{rG67XP0EUZE)M$RODYNWK+Y3)k0$tyiCS&=mIL zvvHN>NdhXlY<@w%7F3?r87EaD{Oyv36ktpt=qTOWqL-je%PtP(NCcNa2tOvj@FRiy*Fgx^(k z-tRc3noeppboICV5i>$@iHZM2YxF0ck2i}ujdk!G zofI1*E2TynT?B$YMNJRYLZfLIROzsTa+}K9sCHhW$f;cE=*ia;5BWPL;7SVh;>e1` z8*sGFwrls|iZTX<^viy!4)y`Ua)C`Rj?uqy)z`A~b)^+k&B)0eXf;$VSo`m`Cp{AK zr0hvQc|kF(H381406?g%66}@3sx%k|o1w&I7N^vd=mPXL+oWDMVnhLmUK76lA=K-F zO*coHU*MxNs9D>k=80d!C+X`f@m)6#JXCbyVOh|D><;1qC+~ndnB5~JOUkWlT*xA+ zVts^Q&5xR8Jp(*+WU_`&r;$ZV=WlYN$rtabo4x?V!JR2ENLS4m49ak&RdcM0%|c2j zNr`e{tATN@uu5R64mhT6A#k=RqliHeTAT{X`d>bZUO-+PXRF&rCxnVb(f6mv9KK7d zk}jCFAU~|-YmL<#J`wvIOQ`e>2VpxGxs=J;wXb;AL*ZU07lk!x(`&G@9OkHM(-zQ) zP6QDzLf^@ml+BLQSlceWs6`=1f@8{Tw@jIcNh}LQYN2hYzN8EA?0Ry%MUmk!Kw43c zKmPVRU#m1c(s}ke`h03V@R=Am0HQP)-=_*Mh||adjg2F`MedFqY~^VS5gMYKq{afI--SAt6jV@z?>xmldnX`Q;t^_evQ zxT6zuAtWl8%o61^Orsp^9i@9qB?%dfBx7k{AyN&qi$yixv#Ph3G*(E$G)&~}>;^{F zqMBcAL7=hW7iCm8ryDv~3RwYk9TS8vUU!lpEFHe2;y~y@h}glMp#}GVGzCE&3vp=f zI=|ut?80LyPH>c(K2ld#!qtc4q1yKyO#uPz1}rf!Hl%UXoJvMpZKSDey(4{%NBLBQ zT;c^Q;;HQwz43IHHiYGd$}>nrZdv;*D*&%@`oL#UKxf z!;z|xZmQPoq}u8u0*xIBw_Y1giV1=SHV6no;oS4i$ zLk-&MP5|392FLNr4%^_XHC3#$1y(wcT(hq9;-Ho+?N#m205C81yHT%-N(V5bN8}(% z)rd_g%YYA1@D4ugNg&$;CR|K(Rukibp*sF{B}@G&kK6cZCs`hw zh*3YWQN$=3>&MlOT~3=Pdaa`bh_jdI!z?!Gzp^QN0Th}UFVmu@i>k?WfKvTVtOi-m}cX)pzbkRXhi4Im6uq(uFn4sfuA>3ksm?LiiHrB2Y1dXxe@ zk$tblUZtReU);}!sH?kc9F_^TZVRq|+}?H@s7NF_ZH6_dRfu|pA}TNr8uu$ga9!Y_iGaf($o|n zkShU>*6ordphT#3hq88yuGqj;>mU_Gut_*be^2grHtJLWFo`QS-T_TbKBl)(!L@dgC@6g&!pL`JB5=I{gV@T)t8?1T+k$Q%4Qib9#X$^`KvdO~h?=pF8Z;Xn78Id&Y z{*7Z$DIBY`D>D1E^{yQNze0xm3B-Y8`E|_cQ-+()+Q3GFla@m0aCejy|`ovW>Cl^W(9f4 ztR|{d1FV1(Gqj+z15}oGHnJ3>-Bm?(46C+fMimVxim3!`d5CN)%pGK*`a2~`u=QhG zQ#5b|QznACAE-!Zr?yv>;$xDay+c*%(49IC6i+@8Go7p;ny@KJhKR#J&;iHqKD8I< zAvW%uc9ySC1vD5}5k8S$y-uTg%>MG1IaG+72?QXz$v7df){^*G;YflY z%E~(O?f&)I5Y!Azfo@J#VuyTM)oZ(L!m0#VJqtoSMqXA1(QcMB&}? zLIO%m91N)IN-!gx8h`-2KGo7;oeqn@ zHdOR0uxh60mN1b&HoC1)SSXnvu7Qpm=zht8G<}%q0Iu~w|Kf7z=|z>z=`6$N^9g{J zS3p^WV75(X0X$D23FAWoUV)P$KS^NdPJ-%%F?@Z`-YS`yKtl zlwoG)2H3Q@YVA^GKuiX-GiVoSiD@3G{ppwF}ENY9?ClJWP z$r{BX&|Xp1^~ZxQ((*LbXAb_!)kZ3QP9;ORZ_!}f1}EqN?93rFL-jNk z>lbJgc-S_z^Lo8Sfvknm3S@AP+d3n#drU{nvZ{Q59G#*D-I>EX@>7;uU)NUx3l>I^ zQJfr|Pm|;_tMLD-7R7~NLBZ8Fjm>15FC9m7{#E?ieqNBkK(w>F=A(_c3_4KL*WI+I zy7=`W6m6}bOCcpr71ll(GM zw3h`chyY8bT^k*Pv6?*ZO!Y1YcHt9I#24MNv}iOulJuF;W3Fl~F5c@4VtODn-OaOjr`nni>6 z$T1pNa1xidV4|R)H&t8|Pr;FJ z5pt5nn`L6#fWa2+8K~|($YXK~3@_weH-!CR4T(R92^T`Iu$$p!J2 zcsvYB$cf&hA-gm(vCDpSk0r+G0qfl*UP_{L@(^_*nrgL~@eZ0Zp69wy&-~jz@{AoM zgU_r8M1^*W_{3H%G%SWFg(dlZ(P|>pLMK4Cx_+{f=O#>hxN5hr;($lX9KjVHV1`Ai z8|n)sx!bmq5G;t+5fsja>fm&R{I(IO7e)M*WNgu;0qRa|G2ixDcN^JIKX$t?%d8!c zOIo=$t5r8S!Qv=8ENDzbEjC&zpA5?Yo+mkJouJV}ipahRg%1Ud81cyPusUE(&!h~@ zNpg3fen;cromj^IQO=@BASmiUgH>SDRuuo#dn3EEN|V`@1nCx!%4gp?kyYX^B||+f zvUyk@NT1SWDI{JnWg_2zqROSExWZ&R>K=?RS8&fq9k+oG$W-$rG!5${8g)#}Y$QK-?&%q}rp*eGdT;g( zP7@%;7Oy*1t%FW&KhJs~%s_ZkD0&dwYV+zj^wC~Ttl1*Tx20Zdh5i~X64Dce;DxW@ zK8Xdd3nWB}{Zgvd5N7zN*f$=S@Leo)zOeo!;E&8ECd;gB0vE7vNo#O<#7SH#wF(0!IjF5irjtw# zOZtC)!G3%z{?&|@wuG!nie~r-A&S8*92)VHDGb-y9h9(J*&*sVb%ek=0Gdki+y$(Wkw*XED)9iYIs6VQ=OU>rzBMit&Xq zit7|KDqga8vpjgF1DSkT!dWKa5COCWEpNfU4>8+OUEL}Cinu5pbMaoS<;qCXG#DXR zgiH+?TfPz!$#pWJ*N_idv$BAf)iMdQ@(2vkE!C4u(pS#4wBb&LUtOpk2_L%LFSxsh z)wU!C6R-Iq0mxk+F=wZZw3QHCw^+%Eb?A8x-lD6}Yot?;QlM~1xun_R_2&!qlA%;S zHPaS*5Z@zpv?J1UYht0=0*PK(Rm-}vx-f#$%k|1PH79Ypz?);ieMbs7%CVf@&OWT)sj4>7@#Gl|=W!ci>n&+IT&Vw8aHP zN`9*n2`8$^1=-f+VKLxe4Dp-N5PdaL@yIoeJLjQ+0YR*5(S8iXueQ zeNLZ1iw-#2|HN6P1FTmp*8C7#A#x=Ybl_wR)4*bZsIvzhf)jLve(M9I0^ksWj8r#C zOIZ`L+pBhspd{PS#vWewb&@W#) zcZ@|Hrn3dP9B4uO$td{8UcERgmFs<*Mc!OZ%6--JRUBTMM?~j+UrVy-Ji!$wamG>Y zBuus0IL0loVr}=6%R$^4!cks`8W*~X3fqV(h zK~B|tw#}q)Hib?mTlqG{(^<;j!nj->7gdU>Ub;r_liH9nlC3C^wQ?AtrWkvXP-sfM zSUPkM)|;Vw=~52Dji9pfNR~@l`?i+bB)Au%paQjLhZ?DMM#ZrwD?@ARb(conYk6Cp zCzPlfolMrROJ*2eqGP1WgPOv)X20OF(>Y4=r|hsQx|k{Y1p^5^$Zk8$-roQnqM58n zo#O&^11e>m#u2knLV4Li(skd8tc16B>o6?0iB+;fq$&(fch(|ZX?$;4$^TUFV94mK{CkaoJ=)=0d}4^b(h4!3Qa(pNIo#guAY;8=55 z3KLIkN@pq*noGC<%-S}@d*kd99c%!I>ExEk$2A&jCdk&x<@!_LkBkzuvsh;hb`8wx z-ONCMfP_V*-c62LP|;mxK+&~U;0*EY=lF&HHhs)5uR+g|p`G&tUa7Paj0q?VF3iLU zxi#l>Kbcl_z;Yoj=ITd){ginSR==WJSO;^5T%kR{tmh_ldMguns|8D+A&mvA=FqC# zIKHwL5l%6NY?FboT2xBRDD*=!|7SgJRL;YlS6*eNBH3Y8*nd>$R0W!*-O7`E0nx}_ zEh;M&Q4&*sLGzzt!Kc|>5=(B9Hzhp(UE8WQ3gtW+1fS4{2QgL@BX&D}U{vX)u(MMU zno_HAAw9Q1BB3@sv({4E(0yGozFX&QDbG)+T|<@<-&+P&7q=sjQy}z9H1Mr@OPW^{ z+XUHQRFez8!|x7axI@@Ixo?YLgcFq~5w1w<7)7+h^y^XNOWGQIKkYD8z{>F<_7L&E zQ6M`&er~H1#_@Qg%VLmONB|EFc($!0UDM$@+csJEh(1m#kCby>JPkeM%CeG%%ce3# z5TD?{>*mk4_+a{mIiqpnqPWQ(U{=K0PdZ_M)2V*bD|woXw_+r% z^3}(dTy&*O>Afu9fm$cG+IlrS+EoWyL?aFfl}~L!K6q&DRopGxYAugrVR^XeJqfHR zQfZK3DEF_=P7MSm`6WF^(2#;x39MHNq8R&JX;;Z}5KT&S=p@**s7wX7I;oNP0n=E` zPf<@2O&hVDswCwz<&xC~oSa+wqB{#ORtGjzlnx6nY{A`-2Q5U2vv)P3}B3lt8bNq%>< zNF@~%;2k7*O6c?m5c3l2)nF--#VB8i{rc9YLshI3KtTP{6Ufphg3!CF@(rwuV7Z`w zkItW>weDz_wS;LOnXK~=iNbHM-W5fhDr3P&=OP{>Sg-@}AkeynAfnhb;GVhH4u>(k zCd77_-dnObWhpj9(1+h*QD?PYw>Dkn!m>jA(U)|oQnBNm-jgsCK8oKeR$XN$27sig)2p1=|A1ASN=Hd1)l|SSp&)IQ zde#K0WP$Kq#N&7xMQ+Rz`WGS=Y(UhWDejO;1TQ`o^fGwAo~4hMaI2!2CvLDWJ)Alo zYzbG2t0Oc6*t)o)51-kUBi)P=z`AtJCi2<^$0{?XH0=>?)G!dD$Ai@|QmStdS;!<} zc&UI$#Z#(-<2u(iDygiitpQ;=T_IGH+=p#$eJ8U+oz>9z!sI}Q!|Ei&7$~W-T0SC2 zFV*CzAynTc^@$&(0v(JCs-}XrjxnsI0!~M2-k?a5y)}PV5P~xxN88%0t+ZyFuH~*) z(b-(G*6b54(_k|YIDn#Sr+at%GHeG9U4+yL-~AlOg3onDyVAJOtZzf^APee=^=+dN zO6_zxgNu9;cY3eGG-Nb#^s`DqK*t_gQH@KY2Cm@#j@z(Vlv%bS>rE$Sb`(LK5C@Aa zq~k-Y3hnEKu$w=C9}po=#4!tS8Bq%HNygTsR?~m2%Ph!NY)9|8Mqsxk&!m}b)uV~& zIStlzjGP-CYBaE)QWNmSGPfQ|O#@5>RFbbVT3&Z9B^CBo?4x@TkFn*?You}vZgTg)Z^Xs`w*MWw23Ycd|VlScxd0bQn8a}gNSABu-36NvC#60Hj&qL(V- zxAG}WzvKazfHd(yat^k|wJgEd$=xf{b)QN~@Y2DReWkAap|&j}mKbQK!$>1ng02bE zwlu7TT3M4t!S1Ru;~@0X5~$YjkOmqGS8J=D%vO8b?$+#7>~$K@-L?uTzbY#0)FE{Q zgG3A?L^b+o%!>WlCo`kpDl>|}&a9bU7Y1O7n#!t<*A%Ie5CM%Lce%P@phkTdF9|qG zKvKyH*@T~Y9~Iyc=n-fe-?_Eitv}H=gC>~o$2yzJjx|TD0UQR>1%VE^&6!yWUTP8i zb#rSyQ1BVBwvyLzhzK7s%Hi75=(^(arXn`*I~LkG6pbXtbvNkz>XKQ#vs;RWn0~^b z17AVGKxwCmFP7MGijLvnQTmHdBoe8!S?zlCR(TJtYjn(`;6V%+3LQO#Prgw~2$B?_ zwQLpDxs+^>Sz@eKsSiXtsFehmT!bbEOPBG` z83Q_qK5AYxbbQt3r4?`%s+j6-f!3^KpNkdtLK$T|lGft6>yr$jJ#Z3c5G1f*b1 z5nRCiNW9PhAh62L356v^y)aSY?>o*gOnv^$MY`Gau_NQfVPfN}aO7QlN<+w;*wKq? zsbXX)k2-Yf`-Z2-xEJpVH9JW>z<4FFyDI5IOEM|}0tBQ;wr?#Mg2aN@3uv^P?@=p; z$sm*i5)xPY1gH}fo&Fc2Kxq^vP;IGlw;FJpl|=}@3Twwi=`SU|g=qKb1kCFYi5w*BWh&KH*hglkICU;B%A^k1M-SxIl@C}0{o+^{`gl*W_q7R- zE!-w%xwWFUN)@TMAWSaK&_NA~9oyC&A?v6lgm9wRhJtMS?DLMPtQELO%XXj1RE-J7 z8r)#u`sP)&-A=JG$1i}xUsKxR!%v1k3N&EfP>p~TE->3&qlSy%&{wr_qOk_Qa7E~H!xokXLRwPW-Q1HF(gtnIt~VbyhI5vR^=61eoSaFwjA1PaEdn9NJX^Qh@;-*rqKXBylw%+ zRdspy3L$Zy$RXM_)|8Uh!HRq9YrvH@S)!@M2y0RaN8don8yZUprUV-ao&rTU zK9Vt9rNLX7beiAe;tM#c9bspq*AGhfsZwy3?{->}+(JPR^4v?z%dQ<8yG+;uoTBg< z0Ydb2Wr!&|nL|d^HXyf$C?{-18mn*KN2H8Y5rMcEn)H;vwz-a`7;02l(I8pL3E^?4 zay}@V>lGQlpi2m%wT{oy*$q{H5sDRfU!j7rWM*}%YN3*=o3X^WVl|sYR z5$`1uAW|j4*zce36uueA8w=K$!pv4YXoY~WW~tqEC7jQQ2;qcCpeA7J(15ZTQLtHy z*hzcTcMAQ@B~=Ow#e$Tif(5okQRL0lDbT4)NEA163cB!)&^J!A>-L}+HnhBmS<owigF`Z*x(@IKzB zj;ziwg{F{7fiS4OKhm|-GL|JlReiKVKAuVQorsq0fEwLZw7&0~K^C+W>gp8AI0k`{ zSfHM1P9s*thh3Mb$e?1UL@jzt%@|}5AT6b1HyPO@8Fb1kGyu=JJy;6N91>0ELYQdcf+~ER2U#3QH zES`HPLUOy(mBQP(HoT-zYetB=kqeNw{`&AG>qr7mrqQbT#9sR#k?g?`R0$8SEG7~R zohBH!^$>*@Dv5=z#Fo>r*>h2h-DET=sX}oAhiw8OG0?bn8Y;fMR?;QqYkwFeHo?;{ zTk~R`S25HVskh8>Zd`}~+^(SNX5mx=FgAHzNOZR~GWpXAo(@bgy+#ZME2nv3ei`qm1dabSRn2_0jU4Iiy80G_#7JuX}k^ z8;FqV^#u(hB_*K8>aVRa(qSin5+~S{YeYPf34;i7JnE$orp72bqV|IcZ_a6t`P$MU=)vHxqIk5sedNQEiKbyX_f7b_ieG zmN#Q$m6rE}rl!IV@eZ)4C0Hz-Td^P1@Ki_n!+=E^D}=j>E;O$stTiBc!f+5U3=Kt) z6}goNVAHUNnk&d_kriAWF{#`HG^e+oR$Jk#TXOv#nh-z|EnvNFGMieCTm#2U%U+^T zRTHLqC1a=|@rhKgbG5^muAGr<0>D~^@Mcv&i+pjJL{sXSS-(tA23u_yR;oT@bi);+ z5{GMJuDYVZPDUaOExD+eB(NH-Dv?1299j)?CTeGVJHr-awn@6 zCm}b5o*pyVKsREjf8t$LwDq{6M)iU)E50KxQ`NB%@HKebg$M?eiQL-3ivs}2h8=q= z186!dBoAz$eh;Sh0ZPLw@}$TZE`u`RRO8*7gVXBtwO@GaltnFU@RdmjmB9rXLHvf1 z&NgI0QeJNy4J6`@rjdboGZFhD$Rlc`WUhKObnN4plnq?39OSK8QolvO#CB#Orh^ILCcoC+ ziJ52s6Pz|nt2Vv}JRDNIiAelX1A!y-e)})a(eKj*IFNT3uU1!RGle$O3KXMuJ zYl#-gXS2@wI})`>rDspk&S854VYi*TWOC7=43iZ-Bg#lP%q<|a1lm7iKvTA6k#4n% z$BAxg!rxm{ZVWiZ)M~jU2keho9P;=>6bdKQp(I6k_~BMUtTY5JsW;V7DcZnNpu|gY zB79ERGC@;UcLvk)`o0xU|FAG~cTRkumz=L%0C6Y%Olt z%2z%<~R*@Xg{3PptJC#V%Ra{&8R+zGab2xFkCrq&`xGNBcBnHUDy zTNF^s5*gW04T}MlI!RD+VmLVjLK;j?xpa>u{+276ew~&DGk0BE%UO!bR|ZuVwh61B z<|yuy6ea^B1-%1Ub+>15N`#FBwRWVlp*0b^0Oq-zU!-OWfhhB7hGeE#NP~hdqm0XHmWs;ii8Q+vq#1>rVh{(t8`B~R?BrhTgKmY2#dHXo z+G*%@v@2F52659zeun%&6OiF>YZAkhhniUcQv5kqNFt?r{?zLoqyko9R|ZMN;w+6J z;zh@GNZA$r3OgZPgUlluipI6$jNT_O#J=>EQ~S(lUu+GO%T|ldAITiin*_A4u)RJV zFk8x80bY23vp`9o!XrS&BQB*R7>jy6H(RbVXq5{47@FC$FmXVT`GocdV)2`O4<^k> z6qR1Nb_?WSqN^W73R|+UMN;Ztsqf$6>FOn*gQgZFQ1Cn{B*a{MP~N|qjC2vgj&;a| zEjSJBLuw$C=PUV8W1s@#n%BY3s2Am1vlV+rZp9CYzC}Ibr|_h4B4>~paXD7)kXtS+ z5mHxj1xg5-iM2pRp<715;haNO2th7W9PLgRn?PY4>NPfKk+Mb!CQ-DfRYSc7GMW&+ zcT4FERFK*&B*l>Xs0h>ICq*b5W)vO%3`vsU>#%bmo6=!CP(5ri>lF!I^&^v`6#%kx zDG~3@`^_P|8#_sj>+doG;M6h!=lWKgN~5a-p(0_>DolhB+FZ?LDwthkvGnS=a!VGy zA`h5}-z`Vg*A1oM&*+8JE)mpS2~Q&MWK+Q+5B`kPIhyD&ye7pQgmpVc(ozQ0D=Sh) z;5lh*g5_6b98>d?+I|b_;E!1uL}HdIj%b()1dyZj#uiyB5pgQ*H3emlOqK>3L^X3; zwUFC3!5i7Lq4DW(K>Z18aL0U ze#-AHrG`rV9Kr?|_N~IJsK5z2@v*4Ggtj1+(;sGr8mUBx)cL6QJoWYM6&r}dYDdhZ zDrjjbrEr_ZY6DHO7*zoR0+tzIkvxTVJD|T8tK3pSsvSfie&rih?35&Fz=1dw&k7?* zUE2Ztb%tT6#KDM8322dYYqtT^Qr)q)6x+9Iu{z;6!ay1|!A>f0XDbdN>s@9cEmz3F zY)YO4(n^jbf1p?q)98}&VnwyO8 zkh(>7s?*-%LKTXg^1JmEBzmEal&GM)3}YGLV&aB;7}|Cvq^ev`#L(wPYDG}m1&uXq z?|Ojj>~Myq4!28IF}N=e6cDi*`(sB%GXgAVC?(mk1`kBC4K9B@!XV0kC&wV?bP< z>Vs!nq5=bl=x}9*eN!b3pGXuCf_O$^eoRsz!xci>UPWCn6V3!NwlB=0HKHoQ>mexF zl|%y~CVnHBx*_%e1E)1*ous|iOtgc`qZ^2DXojw8qFdLI`EcdfLn-|h5t7b8j78!vO2TD^)W@$yt zf_s`F+UpZ~tYZ+Iz@T%h2K&rJ@+E7F>iWucVC}`DS(b4sH;K-*IUrah)e$Fz7+9ee zA{@nZvE-o0zQ_fLnz--_qgdYyoeK&OA<@PvHqwdEQlb{rNQRe*5<2f>mO@;VCm4}M zd)IJ)Gj$#DE=3qL3PTZ_gf{#6sJ?-FK{i^u-!qKiO)HSGD)A8o=rA(8JnE?F5(O;yvTuP=d;8PLXsrh-CU)*YK=uaVa=ko;$xj0qNSJA9%8Sa zb|)%}B07gMVIZ{;o^6fn67^OlJUtRe`Z*vDY8o7RRw2j_ak~OchST$tqO7f-^U*i) zq@Y)enQbgyunz$n&bC$7kWl)iW%8oYq)|mjQOs5WW`#uE3MIK@*;(Hp1Osn&mTpBv zCFJ6sh@{OnVAZ`a6WKlECww7A3d?FdOQ^8bNc$gQ#jW=}Y= zN?74P(i8T!aw|cQM2AqS>=80-AP|*Hyl%t!(Oz@5Y92`MHHuX)F#~|db=1|6UAYP& z_YHoD(fy`Q-a+qNkm#prjSV-B@hdG^t~QHvoJ9?ohUKuT+GwDXgk5)yQiN?S$%xRB zG=Ppffw7?SGP0=AyJf4D0^#m!u6ac-8?^)6$huXl^6PH0n1X5>t9e_a$hs2MLINm4 zIA#$_wfBTlcK1Rn#URaPguXKfu?d>;3`#04yS2=6ci~rahZqaNWcrn*umD@+5H_-X zq8SzzCv8mf(HrXZiYgjJoHji-WH6NnF$**M443JHLH&x0{o8)TY@y$dt3y4*IyOb! z$^$rQGNxex-W4PIMQ~3ba2FRT)gQ|Eqr%iOrrV|oE0U}81Zo4IVS$8h^X#lmMF~rDYNO;!3-8 z@oJe)_HIcAAS`fbhd}8jIvjl@dt}sgk`b%9EeJ|@(L<%Ib)vLTadL~Sy{=ZmU>#}I zj97q2jC;vfj6~n*WcLEWKH}^}_#c1ZI!lRU( zL)Au%?^nM+-3sksk`#av73TaeH6;f<%;ZOOE4x)zefNX<$lhMlS%Z;$desg;c6W!_ z(}yfj1yKM%C6&ta9J#=2T*+KvgsJooL@8lqOG`H5UP>^6V5)MtyNJM)9g>RS2>cbW zkVKSaO4U8i1J)b5I@Ph}WufXsgnp^@1bprEXW5(8z<_sU=GkaM~5Q_kiqs+x6 z21kzaODQ1=Mu1c!_aIkV2ldOFz$og`wVTY40YZ>`sneUb@=$uN&O)+J$Ssgsvu!34 z)FvJx@$7Z5UQyMu(X1{6FYw7b$b-2CWo+2^vv2>%8-WZ&Xl{hn*qyFQNtvkN>b*LW zwJ1;vLR&qNo&;lh5~|x-#6Rs6bHK$!gSRSh6tSX40L(^G5=IxeK7nmA0^E-_PRq*e6#*`5LuMk6mN911X&OAe+^P*k0ichZe&$=k!mNbAirgWlyG+I2b z(^>(w?bk<>{_TZJ`iAo_7i`q7h*k;&x4c#h6$numwrnyjC6UxOy+#bVi1q`Q3s7?x4(b? z^$pyW_=ZP8YaCg=75Z`2ny|4|z9reXQ!E#ctSprH5ZlvV9!Y~WApfE+k9a~-!%!I@ zcRUgqOH#&#$-78J0Wgud_^HJijyN%`DD|IqfSVz7sR`UXA~d8VkhSfi!y~NF%2V_r zZ>l!JLXnp5)L^G93VB8lo^sFswFj#rC$w^$I^C&9$zy~XG~MhIf~~PUcfV=Y+g4;C2~b+#R8!a^sj-KovVK1w@x~;89c6cN#l$3#S@lv00cv8 zoX!^=Ub$*x100rFdCeB6XR}8+tdR{3#R9TO+2IT6T>~sk0{+tvHn{$b+)?Dshv6`` z5D1+e8_9Cge^JA!$AE>(K{?$r@B|2*Qc?M{bX;cJxPrTOPoYOJSlC+h(o9Pn-U7%n zEJf|5PQ}S|bOQk$oiifD>dW1=Pdvb_VwM*;=$aMD+*rnk{7}pZHjE5`alGQeCy_>J zCK8(8Cl%ntaYb`PwQZB|Wgm6PW&@kNTRG&07+}bz9iECojw(kdQM>`jQpn1yW`myC z7>OkBcLGIG){~5pUTdv>Q%au$bFgVTn`F9<+BR&9F$}rOri-_A*=%!kQ-^MJjdxOV zA=s2y4Q%Vzs#qZ`%c=v-MX{Pm(ydmh=YADzXBbIUfvJ$_3UbG>?GU7h(rgn6bTdeC zpvSZ*!QKY8Nm+CCyjvTA1&A?ntrRO%q#!xc(axvMX-TL}=BPUWGqFaKP#a{WU|kh1 z_VA4u#!&Mo31xvESNc`o4dFzqq>^422A~MUIgEh&tGN+P_{LWRWJ{cn6DD=RX*O1B zsHCC6DJtUNORF@S;Go1+D`L6sHa`&Y*L~_|H9R74d7cKT^sQ9wtY`5QCfR>FjV*bj z6iBy|z4CCfc*O&$Wu-vgFNx|GarmL3)lM6j$^saCfdl42TtsJ5gcLj%RNNJQVkMlt za3U>)p3jqf@IBZqwv@Zb%o5G+nnR+3nvlZau=TZ)Fqx#loV^xQ3B=e>vK$3Vt12Q- zk>J!6Kl>2_c~;a+%XMuBrvNwY>Ne8t8=P-FK0dmm*CD@c>;!1jp(9|>DPo-^uSJ@& zL;TV7p=^2|#+YZ}aGXpP$vx>MgmWT0mcx}LxuuLJz`7{YX(6$)jZ7h{T%A%WK>T(z zepDZryJiDb09Z|@){ylcibah?x~Sy94>S1BMNw4Flv-RGNEyxoq(h)-?7I~}%)~-! zgyhi3kkv$oJ(A2sPA}HZO_S>nFilHWPN&}J!kD9H1Uk4dQ-z1#NyRdBgID?l#|Tv_ z*3A1>Ewmel$*icVQk_56Fb(t#*nPY^B36eBX~VSt_=sRGP|%O?TGQ4fKCC2Qi%HI< zYrxrh>?3>ANvy*s#X{thxHC`{<_;7z3kgjF<48Z;?{86xkYqAIsl2UHNr=vVxtCuW zSwaJLX1N`>QQ+Dxt03@0@hX&sM0!@FpL@cf5{nJcnM5nI_X9E z?C8@+U=QU3*}kiO@_~>w1i1~NuL2d*1Rvd2r+-1iS&?z8fU{c=h!MhYRcE)^U?L5o z2(3uk)mb#9<(D!y`~f;iW?T@)VPck3@mPHoX$pGUhrBnl+!MN-Xk_k2x*$uk;lLiE zxFB$C2?THrSxhbSd8r!8+^NEfd@sPNn7xz%-#x>Q8kS z+)-6UK%4D$12Vu?OmX+%0DTp4*R-A{5-;*aq=Rg)p-a45U%CwrS3U07pF!$&-&?d$ z@`F-lhY_FpJ$)u6Yb=awAh;h|mtZB{T6IpA+H`s6JSHQISy5v9_!=_8F(jls#ndHV z1qV#^H}B177Fb4tY3p1%PVV|t^2wC^ks`5e)`7Bu{|Bk=cs{+kv$`x)q06UG4uo9S zDAR0P<T2prX4 zlfwW7eqC%ORuoR%RT79N8%_;-D48URsEysh4)?6o=GCIx zZ8I~8CB2xjQcw`13I}Mg*;iBmdb#DT4vJf$+9bs?uhmi1<%VvGjy5(pEnO&V$hFCI zgV=^XF<&Oa=ACq~Ssnd@t(G%))8pGDK(+|3)ap~DjDhUChv~@b!Vm9Jj zCr4Yu(4x~{6u(?{J#(eF?4Ncg03tP#ebp_LT^)Ga8b2WT#`%jXo-Yap{s%`i?qdKTqsJ}qWdBZ2 z1yfpXrTLChsZljB;WAOixD*uF-K8Rl4G8Je}QmF2{EPJvZt-3G@?jR zBeS7(@Kpsfa)$S~r38itJng(ZG>+Sv) zoU@GGq$y^7YVG2V+vqx>O!?|2+)GxJE<>&UccqankHaI{C@kX&pf2*u2&=hg8%bUeZ}=#M`YI>@)y*5QrHorbivD^uV6J3ZO`+W-;SCsHPE{uL zJM$n#>QEFmss}o>wnBHEn-5!4%9dZ}=xS~~5d=?%>PRiOm@KpsSv7@siYV$ztxd69 zDs0+dPD(VHO~vlw^< zoMJKE1x?t9U?fi|9GD?gdXh$jcUW2Z_-(C6)Q0NQ zY6wsR`dVRZ(dmu9t1fEpmYvMlT(#c?nE+ydjtUS6F$S;9rzT#)s4kSAGB2)Q0XA6; zl{nP0x?IUU#Dg`%OT@$Y)(u1_!)mCbH7oF^1P=}=A+`eE)TEH0v2dan(X}9pw0sy?7g9U@4ohkU`G6o3 zU6Yu^giN4c?2O&oTU|p&6F2s;hYVv79EIvmhl43~EsNl*N)!8MWtc^-_-xg!xT_;j z3xTp&u8YJ@yvzhv?ut8<&lc9HE_d*2-FY5{b6jQi_2SeS~@PDRnCG z^F!>jBZ78Z%O0tw+pK4_p~W-D#p?kFjB^6qRaCzYEqu zAa`G zn4PjwS8T9~J?LY^|B$W~1@dva*b%#1V|@prY8@uUDtPoWw#0eRYUlT~;w;M_a;ZnK za-Bsq$hVKGC0U z>m)3H^i~;O-zHj;zkP)0J3#TNl|^Ya%f)lMRf;_QiBM!B1o3HaVcH5^tC>%F3mPbr zZLOj-|8y`fR1li{j8Q2*Vno;_g2}Z8s?6fp`k-Pc9uf^*0k%eVQ7mkcHG`~fseYh~ zB8(1s)L0iX1|}qg337Nkz(g#|LbR-(hH;6mpbc17&K-J6ow~IM2$^|Dboe>RCmp42FM-?chE)B$6R~_J z`C$W{@*Usm$J@84M(0yW3QR(so|EK!l%WYb#xf+Stu<$^6eY?b$6(&+O_{S!MBuOs zBqdQ@Sx-4*Vx(n^W*8KZja(vzkq4$@Q}!i;;=sVN2sRgX4r0yM85wl6D6NjgQH?73 zk=H8H?6xWkzVUxIbQ;J?>=rd+fiNHylWrex8}%zCMKf&w$3sr^xC5|N+)_V`4tQ!|;_<>B336LHROdmWl`6VvB8PAs!h7tsR=4Vn_h*$L}_=iVOvy|#m%UzGldy|Vybx| zBdZr%0d-E&RagMhtIyzVB`Hs>dCP86TdoPTFs0X$-N{ZG=|Q1=GaHU$8L}_3NY&W` z00n6WJGCzOT1LE@ilFsV`N+UAyrBuiq$sCAjqS|pDP5cw7J8)PFsPh#(o1dAD{jDT=yb;OT;d9OuL3=A(SmO!$Dx4V?^I!Am- z9V)SE?ysQWXH|(OG+Z#MToPYKjgSWiUKNmHG0+qF5`(ieCmwB9Xr-!ZJ0w1! zhjD8t$N-_<#%oy=b~Os_z)m-hO41piVAB#D_22pEY}>TKlemqS1e7_rCrZ#f5D z|5z*7{`2!xoa!VW|W_>LaLzj=x14FgB?0@$Jx`OmIRMR0mn+DG(A zJ5LdI5utM%VAe;R$XntqD2u=4CcBCxLoEg>yE?9vUK(_Zc*ZlNffLuKOYmf+c)pc& zgOSN^o6w}ds%z*8wkn5i2I&gfN2Pl;^}3QP>LCMr+k@qtnyeX`uoQU^rywMY5`C;A zmo8H*7P7!`I|C%73VAFmjAeVLxkBT<>QM)y28!(qTs4FvFhTupdzbmOLMlpDr=V9` zfC(bt1XkyGyEk6{w$R{X;Uy1oaTmmY`f7pYmMUF0I}Y_TMR3!-!dpHl`sHcgNrmc+ zU)_P@Je6)wlba|&=K!;t%U{4Mfm_A0?skq?BLaeVM{2K?g8ZzK#boWYnp~2K@^REY zl5UbU0VyCS+?kIhJp?DqmVOHg6UiukWwbI%h6I{@We%n^kayrC<=)UbWsoKHvI3%Bi9qR>@Lf2u^ElBT^kMMqa9}jmJV$~?^G^un_sEF*& zLjVr`tvwF8h4C0QJHUz#+6CLtw^~QmLlQP;R}CnQEG(#w80p4DEORxaNIxwL7}G&y zsQ~P~OMfvcIutxU!4CbLi`c9Wh(kJDBy!VY9L(3XqsePC4Exo}cEqf*`64=9iL0;y zOu4)h95l2AVo_Rm`;c0ESYfNn(LR6^2xF4^az!V&7n{oL(EMsIYB#ZoVZq{EmH;?) z3&0gwDopZg^-yJY^4)Na#pIGxq&5eF0e?ki#2kNRL|}~-ur}atRM}SC^eAy!cCz-v01c0%rT={NE{BOj7a{*2TM*5 zNe89?Fs8a+FGaf{aqk{z;WD*$9_E}w01P8`#TWizq81oeO7z5F2X%IlzE|N?@K$Zi zs%GaVx}`V^gX&P2o&bsiS~RnZ%x-Dht~{-B_h&E;S@BSli7pf+1r))nT&-<|QH`{D zxCJU+C@i8dJo0xrATvsqQ!S1s!4F2!x*%XY6vEZP?YtS`%@_1K0VWTEjiQMb2ePTi zx_`GV0H2^hyf;v7w$4tVyxM3HWg>1@*{4^7R!+4)6-v43!?4~lkcov41bJO>7%ffG z(LRdkh&_cGu!C^G-6!R{#01%4%8q>K6duM8L9STO0$Mm?#{ze^sP{;Ii$Pah4+>fn zV9Q7LI=JV?jtOB4#YqMvqE#0b4(%kz6I61RoblgSsW2C3qO4=Cf~`#8@FZEm4jE>) znhCUljs(3s3_^T_zrRKOAr8U>j$OY|36JMPo2bVEJ$MK#k>7dzTGKMfe%On{imsPI zX`Fba+ZKjS#Z&)AA}@R$PN31SL4vVJ^p+?CmBN_EFeft#dgY5cGlVJc)P|LF3|KPO zqmm7j3F`Ht+`pQZ*>RuztOFI?VLm9DQmsgx3giem*KI9b%68A3qId@i`HbcV=*>w6y}&tU`wcRwEz|2|-nfkbi&o zFESTdsJ{UGYWSf2s=02&tPR4nw&BNOUZ#}U{z-{dv(*5Y6vXOz$4=6ImLu@fB{dnS z&p`<25(=y&lruiP&y73+_G=u?iGs%{<<-$2LJ5Y{{^Hx*JC;ZLWEh~S@bN+y>nw13 zj>!W>uF&chzhVj&A`ylWQ^2~9#Abh1At%wH#tuo3qy(#%(56p3+4O z2b%HDW20)_*io2UWh1jSIFrHAM~s*X!z##yA6l?Dk~>^N8^PoDN$i?S>?nccoN@VM z8UrQes*KFGl3Dby@(`%J#^~e)6zUnlp*)rxRT#UJBC0#^fLk_y3sm#VA_jnWn6m{2 zEEG?jFG|()qsm|t3tamSXm#WS?Yhjmty|wP+ql`wVSQT{6J`*1xu*440hJC4JXKHdR+e71}=6$TBeaGjeyZ!?;Ws_0kx&+{%dQlD*koaq!N=d7u;cZL`S)=7C1R<4? zMU;T5ZN^&U+pW4t;IXop`(eUU9%7mLGdN=v4Y3SE+k8Ye-zT4PcQP@qMKI9_fU%(^ zWmh;m?M&frlsej`QQQnnGf~1J#mfLXf<8%p@tru-n)O?Det}UZ{dVp>JqGsae4<+w zr3=wGG7t-0pDq=Ov93{6I`IUlGw8Rz4pFp7yxW;tktn__KtPpFW=Aen)C$&+E5f!q z9caYIU9zzVQniD+4AzaLIZXI4Po>5v9ghnR!BkT{9mLN14;74N6!rHRG;};6J|q}z z+3sDQ;dYq{m?Upq609c!`~Y!zMA>Sw@|lQ1_>Cm(H(#jdClHDI}6{KFzs zuyy`Zsn#10+WWCZ$Cx@u(gF84toklhH1_xkW|ilZDF0u&O5C-w}f+`Ut58+CwF9uWWsgxR(rF$k!2Q!1KQ@i24 zH1MbKfY=oak!}q*%LRkB;uE_Hj-@YsmMQ9<_^Y94fgb3)6;@XN1~4?0G7N%}>q5pd zy@d;@FJK7{cT=K*1%amQ24X^uaZ(kD#37dK4EW3r4Yw-y6dAc)TMZ^7T4B(@nJnPBPF=Wf z{$vIzR4clJ?MkN(@CgRZN>bNLD=lR! z^XOy_Mg(MMWqDr?HaCNcZ;F8^TLsOzrr|RYgg+Yx`v?myFcH1em9?#bguEn)HZn?7 zt}xR;^l+r25UP`?(Ra4KB18_>m%>aUmss|Mr`l)XEz}c;;ZzG`DZ*4j<>?I1yrhaP z+Q=?{SVuh%7G&d7LkzbrPGL{KCSp7sF;(jGk8vb^QO_%w<7$WHJ>IqvMSxgPV1RZH zDIGyThVR}-XkDjhmnP`-?%+UW;WJrSAIq?Uw?mwc9AS_&m)=F8ErRD`5p zTsc$&Ol?;%)s_Sg)DuWMVU~=9fEL~ai=3)K?uMw=+-nq~qYSo?IIK7emJ<+!KHH)2 z1eBbIcsYq@Pqevs&0jJngQZZ63PImo2j ztH7vywCt4i;a-Pl{9{5Yojn+?iN#Lk=1muKLU2SROYVy&9k>`pIx}63BAL?p1!_~2 z(A*7$&F~$DDCuGtFu{axj-~?(Y2{%!tlKCZew7>EvL}9)zuiakRu_1T8n_FZrb=xnZL&h-c_}4Z zY{4+(?nAHAg6Tv{S91&{KH@A!t0`W7lrOadDss1gTFsR@o?(<%TqQp1vs`7o_hgv; z3ZN>U1Ir5Dg#kSN_RT#^Rufgb>$Re&ID^?Km@a~65qqlDA&C-0J}DWWzAPr=v5GMj zBVw(bU%~4D*@{z~+;lYWJ>^M49%0;t(xesOWxHZvCm6Phzy%6XGmc~kWI>w=#ID~^ zT_kYb-6Hck!kmcEtH`l;oTEnp6j?{dx1eq(;8UqO4~Zay~W6)#-gR2T=tNbMX8I`t?WRI(k&=E85L2#x)mbI zc_QSv+L5U^%qGy~-4v+XfV5#9A5Kq^QUE+RR^u*dQixV;FdS&|cDQ1tQ$rfm3hlH4 z)IdHt!N=|dgodoJfuKwlj9WsT+B+x%C)Ngx#b zFbmptrn`KAALzrI6^C;N*ss-;0tPXXu@bPZbt}5b8n_cUIL`kYNOAxgM3EIwOIxj> zlq3XgC!2Q5Th+Ia6M+nDK{0>C1r;VqOiUHhiJ*>dTXvV8Y=kQ1v_5GYSg?zbl6cJ* zE=0AOs8xdz3WXwgxm)SEI|p@d%!VTI?hbUEUaD7wy_O7pu?V(SZz7S3rY7%7L>{3v zaFb8M4MtRqujh|7{;2Un5E&(zKSkHV*BDZ~-E_H#VljkBRlZk=Z9^RWiU#=&-c( zP#p|1t`?tF6^4*Z_*+*g?St~KvJx#r6T{$jBRQQBGj$<618G7VcNT=`T2ZV}msbP< zsvqvxD_9Ii2~$$4AZ`n|8y-PvXf{%*eIadfQL;Z<2xKr; zBReU+ozvq8Tp{1-&H1q7g~liDh0_+)`5OaPBHi(q^M21WXk50!PS(fOC^zvpxxn!T zq8O^ykNI&*Wt#uB_ALpSb*>NrvP>W8ti;P6;yD^Bx2jrzL8XY^ecSEOGR?!gQ8<|+ z&^uKY8^FE20Xs_sRIuz08Mx42HD|)V!Fr8pr#or^?ygbF^$ezxSOay36YNig3eOG_ z>lM2P_3cNOKonHa1QLcH3SXPT54B2`Lh-Ogn%?3;b~};P!M#O+-cT~cDHrTJQUOG*c_Hw?ETDA?hkxJ6b~By`}Dj0lFszqK@~ zNa+zOtvU*E67&DO=sq;~4DH;Z~mJC>HyOJN}l4cd-mr8ZrM|g}V_y}ZFDNVN( z?|Wzs7!tyJ!XI-3&AK1Yxu$~wKCZWslR^)dIOJ$x7ih3)9k8mwaiZ*GBTM(>f}Ih( zL7h~k?RYA&UFu2p#~0Fxc2^R0v7qGzTea?RmQ)d;5&{_s;em^iFffwe7NYhP0(%Xi zPz*KrC<7_lDXOMzcN5RHvJ;T0{eYI$f2-9bF-~?K;SkK^1xj&lAQyUt1iai04`d$dP1#5^i zR=^2HyKHBs@_&Y&5>7NBzaT^!!I0>=??UA)UQ{_CEIOrh4IPlA{Ow?C2nt)sMU-T3 zYuFa`f}}oKII^B9KhTO*0XjO{CtH9CRS6;b1Z^EbxBz+(o5q2yGKS^*G=lTHEv!+Y zN-5UIpcU@l1CG5qne0|g+t|?~H|JY*RWaU)Wx_>Y1FZ}|yS5*dgG> zc`3wE7_c7?B%0fW!+X~7uEP89Wra^=dGrBTJe8yaFqMz7(?+ryF$-w1WsgX7a0BF{ z(XCl9rzwG3{b|o|>AuvimP~2)$#fw&7k<8CRn+Z(Rw}e8VAd|IH+GeFAjsDH5wzoG zdBlKJYX!R8O?fYx*9bs2l<}lbO+#Lwoe@~HU|G18u9b!n6Z_lY4PuY`+L zhR?MPI^M^K)Wo_TU1Cw4$ZIY&l{~UpnAF`halF5P53sa> zbzivs+rC|u=(00SJ+#s`R7Oa|Tp%^>x9a*nWe$x5ZOR-4UkFJDn&nsp(~EhMN|S2M zUx_d0Ql@aUfr2&*tcZniz{G4yG5ig+tV>lfGco|g)>5iv&8uLJ!l*bP$HH{6p7IH# z1)6ti(6L3L)WBJYc&Lj(J=NP9iq&io{S0jp5hgoUlBjO#oxWNDg7ILOT_4Re{8HuH zv6=?`HAY+<;SeO()v0nwFcTmXTBlJJXuZ zr2h%R+P+0O;klN39k$g)GEa8Lu*B)m7#P;0!h34AY4FsCAhNf*(`?A7w6lc7btBmN z+iG`Xqn_)7(;A>KumdPZDmAw`Oxoek2t(XZltFko%s$r15zVi{iq1tjil#|z!O2Cc z{4~4Qtmaz$)eAM{0E2wW7ZTEsE7SKS4WHDV01#zCU3H(NL1Cx#6(56^?hZv*`HM8j z6Nv~Y$)03V%@icdI}AXCc)#C}Jo4ldvCfuO2#NiX!OZ}Rxm~b9n{G9E_cV!zI=TTU z6)%HB>eq@pZ#Ydf4yFph2kW*R634!im#WUAVV1gYqO9eS1f>;XgJ74**4Yb1oD1Sv zv01OnHaeoDmAM<@T4a=1SBv>ONu^M6fMndKt|wHJXI@O zBrAZRR7CZ7P_&wcuID5LdJ$37MO)@42>Pf?cHJbAGSP*%s$p4xFyf_=vHmuX3V?JB z*uVG83~!a&6_9;|mV|5B#HX($!HUVWI{JP+J1W(7G-wJ^xQs2juvhcDb|V{Xp|!tY z5yJtsu-V4JaE&uFthS#)rL98&M0Rn59O@)dT2&9XWw}Xjlw3te>tv43*M5?&= zj0BNXmBIq~1MPl-7klp@P&i$?g-g0(Q0uy=^IG>SX$}HyjSinA*J`XK7tn8v!V$qH zTP7u2kZ}Y9zOs(Hph+lOAEvVm%J!7zjx`WXZHQJqqrD2fwI(#-B(0*%n(SNppaCKxA15G+g4dF%JUa>mZ4Kh zVnsHHl63AyR?92d#G17&)aZdU%2I1??(~;QISHH%SKcX1H$sRvzryP$^r>~DqPhMD zq+>41p;`g_QXyueet?0%CL|-V7T{<|ftB#Gr^R0Ephs01k6rf^9Iu$}IAks2c1I%G ze1sQVWH=!`PN)@o+6-FK?_eUac#R5TDu=-iM43;lPamfuI6R$xYUbd(|n161&?^c z0tr_yf@9o@#*6kkW#ETW+&L|YqzTb$Kwd5q$j)*OHbrGw3Q^_#J+vx89#@8~16^e* zkGn-6PliYE$>i88?**HdR43bJxn-qYn^B9`EmF^PR>9gjJAMql~ zq68KgqY}r`AQ-oytuJAv z#?Ynl%mT7n6FNCuf^pSlgkax*gS+kz0h2#4DGLa7CD?x&xb0DWP zx&plBL?sVbb`BCnk)Rex(qZBq+z~s&XW<2Nx>T$dSh#?E%c*)38`}hW?g%CZhuQ%@ zNy+Ac6-wOfv~ch74m2|m!$TMA&3jat*)7dkY);mdWsnoL)hu=A)jKS?TwrN24n&fJ z#R82b`IT>U+%6y58%9ntu@gTSy&ep=12M3&P~11Vgh4&Sv24zZm}{FV3A|K8Q4B9# zpjxwgz?QT$?Y8D;vWhNDnRQwm@j7P7IsRHvdRK&S5W&|0O$T@lRI?*(*f&((-3wT$ zhiJb!bPvh+u@R$C(c7zu^*A-|*s(PlRqBAnMQxwJ!Mso7wT7Zzys&W%E;i|rpxYh; zex>P>N5kKSfCEg$N-Yt36bBGHz1i$SQJ^XQC9It^QpZ4YL89e0pLCY5Qx4avt(%^h z;|1ta#8Qh@LLDfkM4~>AFkN3ilol-Xq<$2sttGXNDXo`Y5E&{+~}_o}

FtcMro!YyBii_2>l|rWUz*dVVGqpuZ^)L3QG$OaR_2nJ&Pc-*78TSHotQp z&PbD!64q0gX%YfN5Au@Iw}`1R0z?JBNCJ6y14?m53SXlk&;fTV9z_(kvzkGWFdWvF zJQ50;LSU!5OI_?@Sn8q^r6EQARnjC+d-Slr>oQnHWi7P(zq!g~?SVDq5;!?q?~=fKF(k6s#{ph|0fcsRw zB}=1S`N4dF7h6xd3i1dV=7Fi?-hv2Ox|Zuj5N5&6XJ`?|a@50Qi-aY25W6EdAuz$^ z>8eKJ9a{4UNGS!UG!@P#`29ofsZgrSdS)m^v#K3S#tbJ^!BA@Ct07&StKkPmC=KsB0VHzzz#kfdI4M@17v31y8F=yk~yk*livX zO$zo^h;cA9r-0UoHFo--5Ukr$$K-b(VO*gPMgzc8+ln~r1=_j5k!nSdO;svkk;^R= zLMbaKW!ZY4!8B@?eQMt8_6x@@`>0GP=7fq(rh=7S=^lHv*u-Jo99B5hUK?zzUYGH6h+){ROYarLoMtF5rgtH;O;kl`&L#iSJA5x>03U$r#9~~fhUu_R_ECL3BRZfr znv_*Qp@D^Ojhv|TXc4<$e#E=Y1&>@+`>6|ZLb-8F0bx4Cc3oDySPwGdmV~g}vUib- z@`P%gu8L}QM#fdG@-S48jBusy5wdE=1zt^He-bO$dcpyoLc*#CZ#txCeogtcx|>TZrydv|0jAdD2n zT2@LKn7tOV-~$Xn=3O+kTxvPp0%<0t0;XEi(0(FB#Kis#S^xfoWbHwq!p)jE1BU>& zqZ>O^-*ID9qD`-z4H}mAiDf0d52dzUm680zBg=H3thQoeDw`-9R0fB#4#lK^Grj0u znG&h2p9u7TPUU>u#a&cXI23-%v#f=B=>^zE#PUfWnSpDJ)h*BK3#_YezDjqI7vgGN z!P}5S;EB5(a{w5%fQUH6nU#wxAtVyXsH!vyj$AOl*Vw}9WU#=NuSOP{xKmY%2_~!P z^z`DOd&RAgGD3xNSFt)S!`q#y<{7ECTL7fC#zQi}hF@w>EJ_e5#UWIJt*RUp65RqJ zewGN~0pf`CxpiD7j$m+o6ptkbxiFWr)2i$6z8-Ej!n$J>U2kkWf;)GSSOBL%0&?BZa0fSBW(r|4 ziUd)duHPV6y1vuFALkFg*f;?~Q1I}~nDnC)fivzhGN`TNCMU_hHGn~8dZ=!iR1{Xw z6yzz=!eL!kN4fR=JRjUk*eeVfS#toSTEY1`BZGi0^pIwULw3lj)KXpH)gmH7O5=0u zT*{CMH3gUsz-J+=fWQJr=7$u`@1%!DO2_}{+XTbR3>ew=+>g`soBG{Gr@)Nh1?H#< zWwZjzdhA7oB60cojZ_;1smYU6Ewht^gup;85;MT|$l#iTc zIQiMKTSna3@qr&T{n{gg0(so@i5fE_Rw=pqz!V*RK}rSczKO+UnF9W&TEk?hN!G$J z05wRFKnz+(wyJz$7t28*Vc){CbT`B_KG8NVhhOka;NySb=_g@B0}4BaO_O^^jV9?t zhvho(YQbif0yrFa?i2&qce=B)FH5LY$J?z(-3U?Pr@A~PhI@n|H^bCwz*fj!U_H&q#Qs(o@XSU?a4uQzoKMGF+YksB3t zH>Q;hd?2K~DmWG!vVx*_JrYhE+}$4IbS8mBL2(N*60ssxp#D1wv|c5J#>sTIC6P}i zuJs}>X{6pm#Q8O6d(=Z17}r$qLm%63;h=?es*e7&=M8H{(8zF&!+A1Z>gKw=RTo6Q zfFU$LT4J%PJ3%wP>NS5B%yYG1%hoCKY_L0F8>l0Sb>5_YCp=z@I65y($kx>l28&Z+ zMQ@d?J`#8aqeY;|x@Z_UG6QLK`Ertd+k;QR5)SJvxnq3-7BUe;eN@1zeO2DTcD#t} zp_MB^-6Vd<#QgH9klc}Khsnq?(cAH-$s~hpm8=92?IWsT3j!bt0L_Z9oF%Yoo+s&> zJbC~L0*2G>GSlc8R!FUm{b&9TF092|K8Gwi~&wyK&L zy8vIB!M4)$r_I(^@EJF~P7{G`i&Z^py0Zn< zfmkq-u&B|K6d$>D{-b@viGcd9(8*+5#97b)HMAnaT5wo6-vedg3H^X;BDe}RLnHNS z6$b(^?y3haM4PgRru7mn6l}4V+Ua~DRbtWX)+<0;ou%O5fbyC9sJ%LFoU@A{O+-W$ zzGaK3?)L>kK_8^iQjw;@!2nH~OLDYiXe$x-P^OC}Vui|tFUmgIO#}21INOmSzYxbE zQ*bYz@)xdURSQyi=fIS*DD{aXi7#Oh*xQk%q}U<9!69QIHVHs!`*}AG+Xaa!-M9w< zSaW+NNvlh0KoOCfo>g_(JWQKUQ?mam(nV-*kpkWmE+PWd2zqYjJ=xC+NOEJ>gjA-< z)6Pa}fTvWsj;OxUuJ$Zf5km=Ybf5mm)4gT~k>o%a{oiZp zIcE$Q!~Qom_Y0+Go={ZfLkfjL$~3*f<3Nd}%rP?I;ab#E2fn*@H=wdHC#KG?zba!u zYpOa&jPXElhl~tOuVzS$Aj!)Kg6d>02Ji67f63I#ll9lYR|X`%iw!wjRIm^lj1*bG zodZ-Qm1oI8trCE3y~~i-)`1{Pt|5ox>bbIj_v?uPlxndjcq<9dp!LBY58|L&sN#=B z{RMXF@bR+7$I%x(!qBV`&0Ol_H$r%gAB){~C3V+Va0ouIxTd4myHbFr>1847r;T_d zrto4lO-q7&bs_tjm78E&IMiXGa=HxQ9aSds=t4k!=Peu17}GoTN~FJD3$zT}9Zqmr z0ci^mP%jZsZk;TRu7ZlteTGa5rfvc7>eh7yTF5~Tm=uJK;|0BqqK3GT-ZvLI?TJ880$$nuHQiHm4E zjx&?^pw37x#B#?J`r^J~L5-SLlU_%r!V}w2vZCMY5RGH_YpvWiRqoAXan0SOmKu1u z)9HHkz0+@q5;c{eKVsENUZS`3#d;c}Dy4F)SO+()If<)ckL$KQlWk2H7I$tl0wYSMf@#K| z{g{yH@pHX)6Kn+m81%^j?z?M7l8t3A+$FSj+`#}klqh-XfD@5d$O5#L%up~36FaTM z`9mdkrkiOTHN~QoV1XDQq%Bk(ZABzTH6;|alP4JMlp=LyOMoIeWqqm}evW@*4g*(w zim|~$rP>uMxYdg|Dh<_%FLMi~>&A#u=EeB*kR{~d6-JRD{4T(iZ9K<#qL;H5D87)P zDx06YfS!djX^52boB)w;#;#P`eeJ>%h&oT zbkQw@LsZiX6}g|b!8nv-+QtwDY}#`D?^2I+hj>`*TG!~1ep$eDZGl<)g8%1*~6>U zWgcM>{jsj-(!nzTB4cIqV9uq9&|xAvq7L{OiC`8>Wqqz1jOZcEp?nkpcSFz7iwD5m z!Ihy((^9LAVnB`uzw|eTlYhB@y;_kJg%+q_!S-~bG!M4ONeALyf^m}&;J|!01*A-0 z(Mcr7nh-@WHmgM7h2<%bZ*-Nvv~!6=W`UAK80Sp_szty7HJV^8JSOENf2@_}9Y3YD zmQ5-(yDYh-T3EW;4I;NyMy})&fcCtav%VZlkhq@apRUG6qUp!kT8=lTq!1b1*(bA- z@Q#tP*gJEt(CDDGOumx06KVTJ6GDF{PgMu%4DEKvErk8xhl7@40ogaZ2#T&QwMmY)p79xJN=PAGaA0JA zGRtFG&g)tywYdur02b#-04RL#FlVA0r598F*&HAJFbWc|sbu*mg>tPRwcVS%<_W$+ z81mg+I|AoY2RM}I^3JNs_z@zwWXJm}z*$h!-~yrZH`I^F3#2|vB|}gx0V#eXS^v5S zV!={zK{cHmyC!h0tDe+&0QBU?fM`#h_xrD%9PLZGYmD+3p*?ue6xG`59)fgB@_&?2 z(w{e$WnevFZX?R5(?_*oEB3`-F~n))3pX+^r=(1+Nc|Y`!9r_jZ`~<^`KV0_+oCE4 z&;p#%I={ZUy(Y<|Y=D$16TcC2inyK|oHdS9WEo3dRmDt1RVK-DW>49UF0HlgCL1KN z?F~}(s|q}N;O+r-*`2jTLP$0nTlm0aYW}$v3%AeaM7G-p{92!Pa9t(YdptNZlc0ghfW~gyz5@zu-yGl)*ml-WZqT=k%s{K9r@=*P{sv`BnPBX5jTV<+2jKJP(LYf~LtdwH#KnxrCEnX`zONY6p zx=9I~$$+zVvVvYT-kntP%P|F_6u09Pl!cHNl0d(mX-d>UV|s1%3nFSnShHd6n5Tn$ z&)JZ~by{=g)6&zu0Q|~@>&q+9tfn6Vp`yJ4WVT&1;%S*w6GdWgg5*eL^nm%0Iv5lT zgfkYdJCM#X%nn*adcqg2?g|x-WW5Q8r?6@7=A!XSj z$D?H+n`z;}=7lAU1Mk&}kSUFp;bh^f%LO7Tf_F*`CE9Ks_`)~ZV3c*CR2{YgDb7>+ zOGp^3Bl!GC^7oPW*%cB{SE+|sSR|zJ4m(DmHJ})l<%!U>(kz!FEbgRnwwKSW!c4Se z!(vPr!|L7|!Bc4EHL(D;2Qq#abR7m&h-I<5aX{`v@uv-3Tb@2eG5Q0N?w}x(CqKzR z*>hGE_Ozb(R%IfE-m)2NF7Yw+>j3$E_jSP4smkL@3Qi5mu_VI{B{KCL>Prik(YNTV zBJb|qcdJbI91BarOnE$0q2U#e>=I}+>TDEwYDpKn+C97l9+4?EcS;(0bI()=;I!Sy zf!q5*jW{=w!;)1X)tt6g{S)2Ss{q~d5)5XoZt+OSc@+ZsVI=%tE?OG2r~1^g(!`EC z>=vdhvHdpdBcs&dArS?R$mqbb4}ny!a_$_>#o`YU);OGS7_*W}_Qfij%~567Y_L*S zxiW_kpie{w(jun&c{%AGYp{N8(QSl>tCj>BLvA);uBhfldMOgL%NlR0#!l|qtokdF zMtudZ-XRJ*dF1QnZybxjFp4G}xsofR37i@sBEgaXkDEnf`Cn6I$5`bl#b%|BRaWIO zKF?dC2;uDjRkkJvOovT}1P-^dHG_TF>|pGzZZD8&cT+2Erp&K&ktrq{Xr{;{j5EPi zaH61tig0r`cJ#jyia|7G`LAW`@#WJvhQ93yOyN?s4t`3L;X%d|b^2{uD_>ww`4|`} z!fXUfd-^qMg$T?QKCA(eN(^;&GAjv~GElq-Rl_%M$pxz9Y;3gtrA#iOB@#-%b7^E= zY2`#BqS`>o6KoH%+yhpeAwcQ5mU+aKD3WJ_T|Ycxb}`tHikr%jsMTsx`|QwhTnMiI zW&~`3jwZ7b*rZqw#Bg8LHgmGfq4wLhY?}UN454uc>GBaA8rkqwa^8ulyK!bbII?1% z^L_uf=DT(4B0|E4KGXQyP* zOF|KaW=P16GAp(;H&u+*u#syYNYLs2HV<-Cqlq;))X67RrFoZTe8IT_57;~0+1u1RRYGN`>1bb24W!zkGp zJO#q;tO-$I@*Tg0r}`3ly>-KIN0WEc&Pa@A=LH2;HzisiLrmWm5>FMKrKdar!Z502 zQmG<uGhjU(IV+NoR1I{A1m9svX;`E$ z@k=$rgjdouy9o`J@>iE*DGPQ3Myg4Ep3kn7NDp$7yHzZx&7969yN8x;^>q$l;spbl5vz)xbjeaW+b+VV8Hy9-eTk1a6}|P zIv2Q3S1nA5UB@A;`ls;y?pC{yk*1OBog)a5BqZ;WJd+!7JZ4IUXP$*SQ2G_>qiMU_ zm8I&xARt6X3dE2O%;gItQK+tK+(ico2MkeAgeZL0SYrmHxASt%dB#S@wQo3BKvBi9 zY)9s@X1i0U+Xq2bC3N=(aE~<;@K(JZj3!d>k}8tutp`vU5>evyqjij7NDyG$Ww;%Y zR6vMT+v6ipf`0^Rrl?9zSJgjFeVGd=D*kl!4=@!(0I6lwlJ6zc z=JlG~P-!6Lxvy}8y_8IcYn)=6GJ&#kS-K)b)XL27UKk93ERze-J9+_u;zbh={4N)C zVl31;L$-$DMM@M5HLt1jt4n3`GHM*j&oOk!BrXzM@9Jb7@qQksQpBQd8ge5|pc&7k zO~gs9LG(N;%BE^t1l*w}HDzG4;7jvi4pPUVRz05TXb=TNL(3g-!)5@csF{Tr^blgcV#+8Hs^$7(cfw=3sOQR2WhP?Sv64LYqImQ?C{U3idW4L@8tX zjMqvlQalTnhC7VsvTz@F@|VupsJIrO5EDPD!{cj;waWqhC{4%OW|u4*ltL3^Ymope ze5J>@JgW9(=zEJ2YTYbDZudy>MjLo+oljU)|I+U*14^v`Wc-nD@D^qA zpp+=Zjl@O_(aA+(Kq#}7Y$(XEA_Zmkor-jd4taI(I-hWyNX_9>b4lx(MMlA0NiMGE zqwG`coYd6~2p`zDvtse$t!F|!2sAqy8Yx$O!9h`n*0ysi5sR>CEqAmgA(r#HHBj-_ zrl7Hgkl*?aU8Jdy$CawVA#dD z@og)=cl_OoE3>R7n%jzjPf#E$iuzTTjMMun(W<)HmAI|*0i61Zd!)&SA4C)rl^)xD z)2Kor2@3N)Ev24IyhtVxgPS<9V*nbP2^u?jprWEeu|b6d4AC!>WGLe2N4@+qHhmyr zsXFtRWLkA8db?!TN3yM`cVbur0D=tTD{&%wbeUsj?YNlMvrM|7zW`6EA^+9t0l@Vk zEBCaxLgzcl=w!*!oPvXzSQkh5)LvK%_-caEw)hp^Sm_GUPIZKL4H&j3TB#a_k*(^G z%!ncoGE-sRQ#ObLWL6^%d@Xafuf8QdRTIIlM=~)(aJ(569eswXg{yJ8(7FfYh2$#-@f%?zEs<>Qaq#&jAfg>eUaHJY<|-q<)PAnGROzIYyfiDLlJ%8V9vKP_P%{ z(kk))M1w-1R3gT(!}>ZM=6b-^x)n?J@)K3l3bV(G7!{yU62M4!#ZQohFI*?)7SbrM z3#3@N3_zk~G@h4g%pebhJLD3Tf>d|UJ%M>j$AdJ?7GxQA&9&yC0KLP&^fNtf6-w5{ z7;!F%2$sa^;ng0?8%Tj<20b4}kP{P)7NPa5qP|KmZC%c@6$O1_hj(LCPb9cq^kOc# zGCV37IY@#D-?bP@+d3E0OMKcVl_T<+)HqjHfW!$lOKdfFOyW=$X1T>g;iLYz^d{x) z0i0TVzKtMkp7pR;?aG3!aQ31qfb>dR91mm$=vI~Nu%nlnl+>-hU)zt=qvSDn3^-!2 z&9p0|6nBm z`pLqjx;j9tQF5~@uw%>|Bxi{-Ou!h3#1lL&x1kGK0P(gUuPX&WzqX>93>K8fJ`(1* zBkQm_?Icv|F3+fvA&LP(g217Skp*hyL%CIq70{?cImTVgL|SbkBsmh57#LUXqP{qx<>Y&b-p;%QD-$xwKaM=-tEm9ZW&zpv z*3eOh#EKZQa-0H&2{D9G9n2ZO z9GIE_s2^s)Nd?}L_LNd-n#?T{R5rD263E3h@gb_b(TVS5JqxB8RS3q}llhus2`WZ_s9vXz(z3SAKswwIx z5?tJ`CxK=WhYXq|)A#8VIHB8l4-i$nsbKlToP(oGC7GcK&vtE-h;3~}=uWI;34_K= zwiNEhw)MlH0HdzpMbti1}3XBV5n*G{%qEQCTm{d5;UTEM66QL({r^K+(sLp39 zlzP4VJ6ywp95|flH~D!2dl;XM%<&;io15cXO@t4=wner`1U<2qG7b-GHZKZ9YGPVa z2kT6wKtS7+XIZ*$7N#BTQbTK0sTL8P4G9+Ek>{jrYg5`t9+0ug)zKZNtV4PU5rFjp zCl9YI=nR?E@vz#sL@OL>`qXaefJC+yw9+iI+QeA8Zb{`=vV5IE+LI;7MS*Jttw(Ps z`I=4@(*s~>%?_|5<}9?6&KZV77;SB+c1A$e6RXF<8nj%ujd!R%CCCp|J}9!5)Q zI*ggbEzTuA0*nJ`Du5cWsSQIaN?IpkQ&-j7tpM}dN&uw?o!XNUa-P6CL_lp%ah|X0 zwAT*RT30h|;94EkA9u1b66F>PMnhT{5}biZ{Q_8Sw8}P4vZui6l+X;4EQYCV$sL7A zbK9*==3sG=C6p8$?$~@iK(EN*@+O8Ws7H(zA{ABBBGDyyvd?c=#wHSJNZ$^W3z7|r z8wc54Ah$VxB9?L=dvZIZq8d)>Q8ys*gE*Fck3i5z$0uB>uFVztUqlbcDFv0U-GJ#N z#HY0Zy}{A-auZLKa<(8x*iyN~#WG|wAx)hCV{lPjM2|{dKtubo(0hv~Ix|!-cN^GH zqI0Y=816IB=o&Y&w6UcVs+HiXr`b6Qp3%iGc@rfx>JAp+$HX|Ng9i}GYC=FvS0gZ7 zbCvsyVrCk(4rOxFZ}5k3Xa1ff*eC%{Yde=0>!&2M6Z8AaQ-z)g^d*@(VuS(aWHS** zavd|0mc&cUKX%R7nUma8HOduAfb3))Ex+d|zE-r7*Z7A&fDD%Hy;%vSCe(h?=Rw@PWF z5?T<0zQ5u0FR4-sprVZ}#+tI&9dgkwcf}SW3?UZ4zlL=KF(_0hQ*cw86AGkyi{_(o zkc%hUaX4A5rFSg|x1f!!+2eN0VqotJtyBbSAb`?3s+i~!Yg_I9(~c8rO7f$xI`6O= z{SK`zvk6DDbSaeY>e=>0NJmNhs7ZZ*&~9SJx(BvX5MvKJ!S*^&2crmyI$>2Cqhq=Bu{ z0H#hh>0AtfMie4ko629Zn@h_YV0$-e*fE0TNdERn>fkNzr!Zx_;g)S{(3hd1ZOPXh zHF%)G;$zE}gAqC|dIbjl(#WwFHplE0A=n)Gkkv%Rc4mTvgd`IowGDR8H`pdwu|?xa zFL}srJ9$I_@QYUwzucd(sUxb13vtQabM!gv(-_6W#a|}|opoDO2@E2L2@b?t-YWdV zh)t&4A&EP~5q`#g6~sz&C%9TVxF+_jaBcIl9PNN+$jki{OpVQI5IIMtF$kiTs%m!` znIII_>Hu4(AQg$1eyiQ(I)z;(81$uKRU5ro0spiltMIdL@qWk@14c$h%q82IgTqNlCw0{$H927 zAC3=-9Rd(b09D&@1X7I{rGvvA8>t4a(I}vxZ0~~%= z!7vyq7ll(N8rPQ+D}G%VVjZE;a#$icPn(0aO%q$hg5B?eVsV?xgMJb2i&q0nuvP>~DC1>^tO@I&S6s={Fr()_iKWt7nzfb08ZzzjtbPnu%_K6q`NLYx=z$A52{BEcHWSUDg6ZsfEid{7KdoT4 z95vU~Nj1>=L5R}zOr<%SmV6N6CQDS;rT1KoQUowyrv|uJzj_&sBf+?gwguJ)w}l)B zQulWvf-z9&$|3)Z0YnUh+F_LrF>EbcVnsuN>2@!fIz@VEp5mc#q@(`oL}nGV+kym_ zpVG~Objz`PJ2bz>0J0=*o%9oSz_hDGIxa( z-x#+R!^XiEz@UfhcD>C&N~C7KD!u|dDc8VqLRVA&hn z;Ow?ynUnv`3Vz$2)Jn@rKICGJTSt{t45YGbr_sE|rPbZ_veu+cO-NQ;53b3u0D@<0 zdVo+mFmxhM0gHG|u=bINlw~@tX`sBup;Xh@2Q#%ExuM>X?Gg)DN=svK2h$?qjtEG| z4oNG4@5BaM`t8&w=ccYuQ-^n~>ok$v`QbV!kd+iA{v8=uAU3T~SB8vF-~$bq$C8MG z)+3CRVYZN(TpO~&3(eVx*vQl-!|X*VF39^nBkWkdK9>W|JG0QlqCcaMYN-L6El3qJ z;GU&?3V`(U+q(NJtUv}^j0)IxD3+%{P3c||ClIf?;IZPazT6TI7GfsN58&da7G-A; z1UIFu2&AS_noSQ@R9vhfK;sY=iZGN~J!&?{=}4loQCis$k&wvUZq3bMeTkC?F} zE6SwCogS+GFtV4{jWV!(1cUg@!um*Jz!?OVTwQP45^MNcFBQU_d#QJ#QsGCs^%)?F zbJ<*?E7EzbTV}pc%dOVsB8jjYiOAf0IZf^;%~KF`VggLSVkx}F_?Imael1FaGr*lx zs*wD#x*L()PU}HC9jcNETV_vVqt=>jBB>|k_F5CD%}CdP;S^wiqBv-L?yYjF-Q!5~ z*P3V`*2YEY-C?c5V_l@BiiEw8fufZ2P>fg+ry+KMdOrtEIzTk32<~Nc<+*cRBDrS8 zcZ;+lxSxOMF2hxyjf92!!2lq%k8a!$P4d!&PR7?JFs$F213~mim`%Y$Ee0O%OYzkQ zDD~BB6n-c!cc#wf{h|+Nt2X`*qX1k-u@+64%o;@IgdolgB%ahZR`3~4Kn>}ZVq;am zm2Ks?QeKsh_27xsUuAZ%#jlLz6)a!J3Yw~~Mrs(hCz2{>d4-)LHA*6GY0*%~VdW-D zae||^5(T34U|Ey7w2(Z>k_0?vnf)u(>il9zT-WSnC3(g|L8qZRdB^j@LFdboZIsTa zhAp;$#uG(9EJ(TSWlFvXr~s${v@#f~=uv#h8s$0sOMJawl z{@!6sm54H59_mDY-x1y+TU^`F?g^kE|DoQI-yU=_ps8W!K-x!gV5y@EOl%&=s^v?z zfQFXW2dUF2tVtM{F&FC-|0xsLMC88WoRUIaCURam&#xYq+juj+pl zf>=dK*{pttuu^)6*I|KWz@WQ(3al}XS=rgsdZ%Myj!~^Kho*)=T(=r)i6BjdGc|gv zCx#9T^m@@g0$9NBn02#tN}=>&d@x!G8xW)lE)m=T#xIB&sMXyP47H4F6m><^gSFFl zp2yE!*ZIz^)d=t){_1#Qk4hH5Bi6HNXxN%P}$kmdZ8RMW(kc9`9fS>Y{IJ0bnR%4e0>SC+a`oSGym=WW4C`W+G z+TeiUGGi*2>IBBl431E`7ggh`gnB(8`M9hlAlY*b4P}y?l>mSTKLJ;Il>(8Nh_0>E z*vY}bnv#B9<1z=16P@N=AAgLoKdzv;y?P#Z3VDvXTZBtl%dHe$c?4*}z!f1W8yLybbv9uf=N1aH?UK_hx&Crga$YsLF2on|0=DKGYp zmWIWvOlnL8x(cWCkjON@2Vf-;8538~MD1KHlfH=a!qjvY{YJplnnY3FVVPPco%fsL zvJckA($rzOKd@qcWzfoRJUCC3JrihLPcGix(sQ9IuuIsq2u0lNM7ti>eBarO*~KnRI5UYsz>yLW$*g4a*V5@4iq(+? zWeibx#sLxF04m{iDOFQe4^A#NOxRI{`Zc!atFR*?gESzCc5WMKC0zVIPu!iYWS=Ym z{_Gmnfl7K@5NjZMFZ-#fEx3|V3^qF^*A)RSX{%iAD*)97>j=rSg>{FS(sq`Y=x*d{ z|4Op8nlWZa=m@NgYGA~l;y^=mA$Sv(z(JZLF)SqBiG|#Gigu%;x5isXBLONEqq&bU8kCtm=+PV9*nN5P?u2$`)1-=UNXE^`JC2C zlzF6Ef=OldTQ^hD;7gg1*JqD)qy1L3JC8)uS{KQ_u3^}N-*x4{w()C-sVh)h)|+9w zVKe}$qnutL#1PDQ3MHbkhCpp|Y~0WGur;fxEH^naN0!+Ta(xw+MG6i}v8~BK2|#aI!#~g)~(=+0hP3A0&f#g) zS^*6rcjhPt>UBzeoiVl^gw&BU?)LA?A{|tt7jTtrPGP_T)4-(~hynUgiQ+%CgtVWB zkctWfEny0KtRAW|qb!h5|P1GW@ zUv=vyr+oR4R3VFxD#>*Kt+=W5yY@V$t@$le$UsX!tY;=vDbT^#*qRd69Z=S($+Bpn zQ`bYrh|e}PddRw_H6n3J!#ivg`hXq}oB zaGH=90;i^V(^SeaRgC~#g|sRPv;*K>rlX9^j|2J9;|!Ft1pJyb^kYxtlu*7?MWD1T zo50f%cN3+t2pmGcD>2r#kGh`Vgaho;*gXOR3C7GIB6fSEKvewD+`N-41wI7RjYs-d zVoM!W!AM)agWQcBEn{RQdR?eg7BE}$rS@GyvJB+FZa{Gt3G`9KfxkuQutkYQvY7eZ)rv-vn{?*>l;1Tms2m(y8>HsOnt@LVs z5iiLuH_&sp@C4?uF(r%s&nS3PzTaz4X0N z&Z#kP1qogpBZ}ztj;tfeI%sL$y1}PZ)%YY&!0fnas}qR?GCss6)$Ud&Gg6W^B?PK! zkSlgjsUk|K-qkYJyi+FqePSdm&p&ry{kzHC*r3zf!g4Num9(ns+d$& zJFya5v1@-YtzP>OXY`|S2+upf3y4Lo@wO3Y#|BFZetG@ex&|rQ-Ey!*Un^&6os!ZK zIUuGN*TYZHBNNJy0qLEx=D>*_p!0;s$zISFRi(^sM};%EFqANk;;PFnvI7q`0KrZu zGE$L?zC=ufvPZ>SYH(+uG8LF8LZE=f{r{9_tW%L|V;lPS>EBciz{PvRWgOYA}cs zi==sJqDBfrk$$i3AGWJ&E0v_eUJ{yu(<1N&iG-FBY|O5VuZnFPa;YHJ9ufS_4jLB8 z1GS+p&V`8eqctFvMRFSrSWZ;oV4H^a1`e#}jli}IDaAqbb|M=l$B zZ5Wk+5*cMrMw%Ao>a%k_ojmhbJPNnUP#rHW{ZDKx!T0^^sImfC8gDy@pP4D8x~j z#zAJ3WGm{+B6WE9RS=az7&j^0EmkE_tS2l_u~Mr-rfU~$@DBI5$Lvg5hct~}d4|88 zt#z3zv)ZK)*EX=uHPAE46~;1}eA#SCY`E)yMbec{>$Zdqkb!7e5MUBzz_Q}?48_`x zc{`Qgt((r#fW=pES2dLebJnBlV=IELCx%R96)V>ajmHDNRNbYPRs%SehSMY3xg9F> z_(D0&f{06ZGGIf2)nV)k5DZ@rt|hZC?l8YWQkX?g9qmqfCHWj7XfY0uv~j^>?oL}I zBpW46Zx~uCxkqBEhkN9Ox{Hite*d@vw-pvTvKRZUB&^@TrkFCN4GBX}y<$Bd6rkOC z`2^(3(rUL3JuXjI=G&_Xwzq*?l-?C=sj&8I(!4fPf9nCsHM7YO!Z%&}Zedl~Q}05q zh}t++HjpNTCV1$bbRB>zMd}pZU01TJnw@7-^g-Hhh$(5%Zm$ZgO3+Xe(Dkn(3+J3w z?s|(5n~O@U+(mn_K(Azsu9whR(KY+8@t3Sk9HbL++q595kkB_aI;YF^38^&F$XC!W zI&>0M;q3U&hoQTtOXVlaqBlDNkPa!hV3oa^8M($ke0lAADShoW82Ik1s$;AL?of`W z&89EK3M78{6IEGtLOMUhgLSBcEAg5lRKKHK?^KV2h&*f+J3z2RJ8!R2__bd0PPZEv zN-AjC=@_ZK>uXoKc21C2D}g%QHFU=>xXq$SA<=n(mU9daeyUjb~3$~Rx0t8Z~fSh>{qXlu}Li1p`c>7 za*YD0hRq02AV5nADm*2JWDna8`d8jmGQypJt*99NcMPVFP-%sbJ%U3cXd7@>+-V>( zubPh1LG)879HE=MV-aA#2*zYS>vWdtScp+WY7UPD!U_0%U|6Zk=8lK#J#h^41&rC! z&0Y5qQk=bkRP0r846uG$#N-d_SCKB)3Rl_q4PveXyafpg?J7yDy9v^9(ZgQQSO;LS zVze?N(;@+8EhW^_qMqa)a&CWfBTl5a>(*WAFF9l@OGf%HF002BD%sbOWf4|2TLX_D zp=gmQx};)4mSVrWP6--J{D7zq(NYQ1bf!#ds9XE4I$dssbkeGNCaEXQR55q4jU{>} zr=uhTV@H*O{i?bFsthP?o<#EzxuB;7fpzS_8oR;2UGp#6i9wJaHZ!`ad*Zt;f}Az@ zk9K%CDlwd)JB49Jp-??z?OUTvoS+ae*lIDQmg)yuL^=+mLt3I>smS7{RG}xxh4iTv zSDd(?=~{AvHo2W|3QiFt)zy(meP753tL_)bu~g5@R>DicFu+j(m!W9r&Xc>DPz|`2 zgzyzlhVET8T?^OTD$?xCF+2N7-hg4Rv1FU;hbIUYYwp60x51khKH33UF{W(Xb-xxQ zBc(@cg2PAzx-)3!=^RiKjp?bbE+q*gTCgSe-DS6r}ewnBZ*Kpjx?6nq)j#LN4 zo68>1fPiPZ`#}b=#OMG!Bk__>0_7%G#2#OE-Nrw#C z*^2m#n?wtT5?^cJl;WZR^)1-Lo#p7uuuOLxV5)B^@zj3I(1u-f<%fH6RC|#tra68r zVNh5_6n3^GRgS8p?kqE#b`JsZARB7QL^%s5SFlzB#QqXZouX7H#w*yRU{HcVzy+bU z2{yn3NAw+d^k^3^dAwdOCfX)gk6gxzIP&VaYVK60&EthuwAw@F?a0eNavLnGa!L8P zeGL-Hiy2_QyeO0evI2*p>(iiyWvB{DcoK)=OEh@P9s@tBDPG%~>K==AD#?uM`h3B` zbaxFt8ks>ls=zC?sbqT}K_zi8pA$#L3GTw9_3lk6Zi~Pg1gj@nK>%`3 zKp$%g35MTwU~vwP=s#bqfR%YTSqs!i{+(HMupmfcmq<8Z7{d=dL%l_jSJlD+5drf& zz0Ic&G`d;98ZR9XIGn4d#W2^E6XZ3tSIK?)n~c6{st`he#k<;77JyY8p~febFt&yd zt70U-UYqYLH`Q%b{$|XIc4BDyHKCO=(7Jd=h(I2XGJPiz>GP_Jj*3KTDo9y?TTIe8 zda*m$iTdnofsuldM!;jGsc$4ktK)qMx^euONFn|~&%z2-C{T5(VC$A22f>aw#8x~U zks4h1Sda3b1Zbe{iX#Nw&iWUTiDmQyHx^ZT?n&nvHNfaFIcr>7dapMjNe4UwrHQ3l zaVmG+p)smQCfw#tf7QIMJXMYb5cJZVRY{I`QHpW` zdRC;udiqY!_XK9&o(Pvc@1qkszJuK557S zfK8uTk5Gbc{v#~lyA@^*TbI`$uAP<{%Gh|I645)+fFcL{amKZ2C?%qO-KB5EZNMZ9 z7XeahroTH6CDoLbdr}dKn85|7H8ROkRY%|O$DM?0|3jq55IoSVdt=URCJyC-I^X{&Iuig!JzDkzex-PSl52Pe4N!Y$`} zPe@+A@Tm;ix}gXg%94uv4Xr-ysK~b%-^rDcq(PvzFI8w8VUZGrM1>7$s%Aqhlmb>E z{S;ZfBo<;lnOzB7EZTOhCEAT>nph&gcg+gPcLkvZQIh&n!CFNzq{%NjFIArydz!Oz zP(D$cBP_HhQGfxEi!?C0nD&)6fIa}}eJ82z9vYz|YzSG&1G?>08gl+Hht&2@1LHWs zza&UTAcFNQ>M*ujn-?EE%yzq)k_Ow2#0a~qDTNHyS$8is8c4ts`bILfxL5>rGr?L! zRh-#ci(~6<`r2ugQkB1jz-2GiOA+(47|Lk+0(PLDD|_6}=XLxFQ%o*zUlWNU$Q)Ag zx+tv1dLgEcG*@n8?8-|De)yn=EKxnm5#FMu&PCm&_j})YlJ&dPiBUVM(#C3Fya2n{ zpfiWIrSm~UQlosIH=2CMJ7l2kjI6MKX9{d&5$#J5(55OEs)s3ORWi1&ij0-Jdz3SA zEV`}?J(4qqU)O?#^`+b{Q&i~h5TyCzTYOjJ5*~Vjzt+;1ggvUS0OrW4u$jz-4a;w)0vnq0rD zpsR+XX|K*lRKi9LRAtgAKv{3p3JCVeV8jdJyvYM1q+Qj*s;b!qm^m3yO5|IRKU-*4 z&QnR9ek>_4Ypn{lV{CP5t&f7U)tZUik$PG+`AqLu+VI*L(IY*#&I#9+LSjOpTLd`& zw2pYPc}QgLde3%JF-poTEhh25(6`hpN6B~{?S=+jyo|vPKxB4NXEmJVU&j>{HAWI} z9o^p0sbf5Zvw3Qd42*e1St|K%>!ooQofE}_!%l`IYjMD#7O>8Yf{)2MW^A{1s+0mh zao52Ii;#AJB|<2QxVko(%F!yhe}q!OWQ8?caWM>wpjz{SNUFAaUr`nTlzy;%OzY9w zBV@J;tmBS-<`w2Z7y@ihYNbJ&*n_V*Ek$Q8a7Dx=*svzO#yU(>r6w56EZ=o{EKaZv zo70AZQ58Di7ugn4)iG();R(ysY7}Gbf`^zs?alc-vLil><4-L|)SmO{760ZyySr0J$#iudx*T+U2Teu9D{vNc<)1G*w5|!LAAB_k>Ol`TDA8sLWz0-b z7hF))Og5v>!0pJ_d|cQ-A^_7;QiP<>LP2dVN{HKL;~D}8PI_R9ZIh~zGV3D|{6~_d zcwD>%-MLZKSm`LibPbM-!0J{UqR z|10wR3kUtb+Dxm|M&^z6J?w*pV}QmMsm2jB0!d4$W4m8U+n?YNf-RH&x+=iNq*aXw z;oB*zOopPx0;oY~rY`P7A7S2+Vk_2AcZXpksC|44J0nH zyIt7V<8f7j4O9e)HSg3>WJ3D3Qp5x8DQP4ZCs8(VjV48j4U6~z#=@%lDJ$ng^m2y^S^L2Dh*);&ESI2{Cedft7Jt(9Kg^FJ=Z-rg?ub;xwOdaEp zwRjUz0^T{b8#9dW^stJ~Kk)Xa19c=&l9gr?!CgzI2K;7yw@={EVwxw^sOl+ORF8dxhTw#(0O(zj~ z8zZx;&P7g)TBJHD&F(f?DuWI~veo;Iyh%C{E?P8@R4gbif?_|B-XHy>TjGa9X~_=4dZ)sIe#i!VX&m7q)ezNSz4Cn~R7-Yp1OyjGrf&BX($t<9?B-KXMJC)r@Y3A>2L&C0aioa|>qKeOpwL4)zqcG1KVr+kF z0^iUyw0kEmA3yh3s2QWSk$%%rGAGKucthOpfT7aa*4ewLFZlx&z;lnB?#~Vm9X|k6 z?DYuFu0&U|rc7$hUa!N_c`fG$5QUAx48~}d2N38Xq-8Es)tHhHm1;{yGUWU!gA2u^ ztjIe9;T~(l{z4zIWwR=E$p^9wz21Z>y%J3#mGtK`zB7%*b2R$Uz?hKtN_lbo%Z zF5~a`p&z&lNvTt6+bhbN+I!{Zu1v(B7_i2Vn5PrCBvDD*v8JQSFss(dYhohRG4T71 zk*&zLAv74HOZy-}E?cIg)ML>(V>DJ4r1Yf4hBQk1a; z$XF6v3YJT=W5;S8Yj?S2g_Gr^%5PK(HI2tL1wj6J(G}tQy4Gi zVZ^LTmZiNU0v@>f7_siigy8_tJ0h^cQ;5hF3*q>tVv|sceG87NUi*nMUX*J<0#Da7 z3{ZL18|5=lYv;2e;3PC^j~q8Mbb(g(B*-RF^kmct2|hV}w}#|?*hamA!mrvr^=Ju| z+NI{aNZp}}PM<4Tnhxs`s)Pk1P8#}7IxaX9{mj{J=c|ZbL|r$J;ZuY=^{$R(5!I4( zV^Pw@o%3|0E5BNEa<}m4S|%#j5k-;qIb>CWbQxdLz7q-W;Ae5{T-K&rX50ZpHo_{W zHmj0k=lm^Y={)vi8#wnIzqBrd*ml!dAT9Pa+rtuXYIU1sFczn4bInAzds*C^-^_~edj{=2};{^Lk zwOiG=5ox4)`HKaPh8nOVrJTP@7&Rot2UQDva=9wudktc`m>HE} zCgV>9o@I`~=qh=g-LOOI!U7;HOdGH`9fOr%=3MCmntLsoi197H1XbEe>IJBV-#|zb z&{tr>`^Zrc*2pb@D27>}bK2U2VicRk2HepjN%hgJn7{)z&trXNktrKFv2;bfV&hnZ zmXH_0?R6`)nCzs6l-g`g=@z{Lf%~0Y9~IkzDB{{0Pm@#B70qOZE`q6{SLDi`-XlFh zyv;h=fObyu_B9yzJ&LXEQg5%#C6VM?z9oK8ouC47QQrnvvp|Ie$0_ixS+IT&wr~Vm z>OrgqlA2NvL;#1%35^`Bl-oKRwka!0eb$!Tt&({Xg?8DWL($|#IligTUCefTGC%Qb z>ZQIiH87;gLKQ;-yvS(3yitGOp$mq1TA{xTF; z^I}!+B833#aJ8mniLnjiZ=OX^5hI-kPBNq|pozL7%ZO|(ZdrssUEFAMRarHrWP%O{ zjHHsTmegaTlFpjRb(_jwVm78)YPRIk-&4Axg#M|i#=spXF5$4D?J&v#vql4AkV@)3 zT}a($;sT(2yEWvL&X7uU0QZ2)!@wy2u!hFT-78jo|{D4*eOUz1^<Rv3g+71Di*mzFqbrfbGcUHk^GaU*T|@SLkF2vTAVl1 zTCE3Y?r`4Qj7A6GG(cR7tvKU})O?wzlC?5hGO&t_k6uJ$$sd?NA^#u{WJ@uD8cnN^4V|2%-tM+szm_pt=oeOGYY)J|*Pl6m)xsN=1 z{jB0`#fBV+Fj)h@J5#O%qbTQ7DXN&)8oDwD$M_yvYC{Sy|EHIPZlr?!6r*1g$dZpT z5Q+B=3D?aKq1%;<4XYRfmIADz6{U7by^&ynHHx8&U~f zE|47JCsK_JPPR&`#d2ofX35B!o>A zjed*hrN)@09%5+@oLV0!)rwUI(;D-6ng~dQ55sQbG=Q&VQ@E%wf`9fx)ACk#4W^$M zVDB*U(MTt@HIB$15^Y2r?#Y$f(>HX*EbNq{x@+A6xpTFm-L81)Ku68Qq393yFsV2I zcYuj#S|Op+u@t2X%+)TqkMC7Q#)_KFlJ*S^$vHE%kR&CW~VLv?~zta^o-yeIHzG zu5Y>sm%^&^tc?l^mer}K6q3C!Eac`+l&s3K3tU+P%~V?IMxC|^2#7G9`F-~qgYN2b zHDyCwYLHR7#UinEw(T@sxnrnSbpj&>!+8NmaksBjnFUTaeVPaxY>+McbH%YdRP zP#hQi-XLi3W-?g1^bU>`taM%!C47xiL(Uum%2FVnq-mKkrl=!(k~H`|B-TS9PzFPb zBkbyj7_A-1<84nG>hjPiUhW5F$gMFv>SK}utddCc_0>%n9%p$uy4k{8cHJ4Vg9DmR ztjOBE=StYbNsgI@Rh6 z9A8s_VrRvQCIMzxoV50UAXv>N(~Q|V#f6=CsT#87xpC(M*|l~~vLz1ZbzLS~dk3)H z0bicP$H3A{Ko(&$tp5(-X;)*(+ljq!rBZOzf$8iuk(QX*T6!=~p4ggv&z~(>Y8fM<+6kEZy`hd7Qlxk@TFwpwt-!;azBaMp@G=tR1Z4iu>;&{dH1uH;4WP1 zBrXe3RtSU$HCZu47Muo7{hdoLKb|t6Psjl#lD_ruua{ z?82sw>MT@lz<3@Eqn*xZ=32uICzf-acMZ{5fmGA^ z;xQ(eKm;uN06yy^A3slzI=B6JWBs3-}&N>P_D31Kao6z)agRbn#R zlB#Qg6%s-v5#GUEu?sWhHt*7p20*&K**%Mo)pM{n198JNg zNHVrEHz1Wz<+Y@eP_++Fgq&5a$BTkyc{xi<9YAVj?MjaRg5=zB!cIZYtTlKrKi>dA z^TS8SGLP9C8?BT<1$2z%33}o>!VTGRTU=4;fago%(Rb&zDWgnl*_SeTSD&4v4hrw5 z2T~HE6B$Wt3$5Y>E_qCkC32uPAY>KrGDIi2wuLfLg9POjGEXj+^(rw(|Gq^I1p@lY zu(c|LN1+$T_K}p4JWafkG?@e0L$v0cYzMjXylfS(iUVx9y()dbOLjJx(`p~lTZCD0 zwV}vk)>aXqt1<%85_=@@? zEM6i*qMiI>V5Uy!n2jIOIhCed(~7Ves7a)x>Esbu@KDvX1XzVonU@cFmFahs#z;^O z5WeiVHSOk4xGlAO1AC=wY+Ro*%(RMO60aJ#i+0n=q@4@|l5zvQwV;wq-405C6Y}G< z>!~)`qMwK|U%G=lEQanUUc~90{n3aQ!)hV^sl%kHdrdH;DmHgGM}k~rAteD+YADh} zmgr1YF|P%CBIeC!nP^oN(Ua(b*KA2T>~ND7R?bnuuF_8OE;a>Ks02&(tZ&mr%!B|8 z0zGLtvP$UBiV_QzUk<88Myw|`|dj5g;g=g&#q6iICZ^(U8*IhQb1yNvLW=+~cr8uB< z8t0)LUO%BgtN8-yniRFClgzz!R(BFQX3lVZdo6OeWasx>|T zx|B(nz(v=@#YGYViqfZTj0qc78VD8=s3d#=hykkWs!z!qUsa#uW6@SK!9FEmXoZ;+ z@NylTvT@=Xjp41RP5BRAI&6Xnxd?5F57H_=K&N1rvC4&A{3u`j{If6gdK&_dXPr#KjI(kZ;7Qr+Z@3_zJdHs zSB1N(P^-;|)d-=U1Apz#Y(EJD>u{;!*v8aIB?9V8;P&@N6&>)}IRq8kxI`4W$Ba%q zc5+S3*j5?LDy{_&j%i>f=>AduD*RK}8r1%`T@)f2f;cY+?pZ!G0S4$oT=_snfs-`C zkT8~-H$X%cpmmh?wK_1&C}?O%J>7>P*5H^}3-ZRoP3K8rETw)~bE#nJA>8 z$booccXB%e?6?#|IWh=1a3^VW=be#l#%D3I|MImxUp|Hpf?s-$VV806OKMFlcB3q4 z!)z8)T0!0sHxDJL2uDI<6*>uo3s~srU7FQGEw!dMA`q$*=QK3jOWFlp}NVy$chQDQ6=r4G6qdzN{!aJq0KpyVSD-{N$U3^ zm7jI&F<-4+j;|ts3ZxEG$IhY%>4pZdIZlu| zo)HHiV?Z3$gcfVJh#s(N$a^FvP@{U$|J^yXT+NXpba7k~=T2)cwRalGCDN{>4;|^J z7UY0@MW@t@h&Giun9 z0gIh_MI=i_7!eHZgEb70G%xMyWOJ;T*x8=yxWDtIJ7m@6Ov@du77l1ooC7Z>6)J_1 zhPDK^&Rx_x>nWhBgSi>*0)2|Un!qrEq@ESAAbmW+Mf*Wdr#|dHX)Aq7i=7zo&=|2w z0!6u*mSaU@IaxzGw zGqVeUqRDxS=xGzo#KBTam7|GlE-5uR+#CD~Z(TM4;Tf=I2Gu43L+(hx|3$nI!SN$R z2H;xz&hlf?3LW^OjjMaw6H-=|TXC#CbOld`=^B;z!*E!sY;d2XCL4(I5I^u> zd*A&4R%8lPTCZ!%me_%}TBy!Jh9uoOav>zsU?C_etT_Y_64S1EIPOp&bdAa%p4YH6 zErxU{I9_w}n*r#W=~D%9wguHX z`_7W2uync^PJxy1t&8Ydpzly(af@Kd6ZK|anu+-pV2luXcvRlCg7OZ04Lit=i|W3~ zG2ZugcHvA<&_xVhRxVf7G=REJ4L4HVZMa)gdp~E7J#@PyINmvi$1nU86R~Pw)^t4qY2%k7749rBx`X~a4AV+-iTnj8a8+=}1`4%V= zC1K+iIV;*?RsiQTAX^B8Z6Ydd&4qJQb&O42@&XDYL6(Koypk-pRoVkY3@$NWcarKO zIMUoUfq?xHjEeI_k_V!Y41|8Ii!!;N@FdF2$rl*rFV2xpP(x=CoFA^q>-xq8b;Vdq zQC-5Wac#WrvA32SV=CnMI)m~NLs_jw@sO92qm{F@W1-g*vCdna!icqag_nKg_la%P zyLjk!nC^as243$wWtk-;?o(*&6SK$^U43Gp9ZL!^L|vW1-ZNpD#lvo@X|IjG8D37a ziy8^@h72c1+7<#omhBo|w~|xQ86Z|IE`5lKuUCxD$p!kJ5>EzaNFm&Dp_z8V2>$kN zNc)hhX2`KD1F1b~5cV_u2~$yuXIOhX(|_1ujJz$IK_aY}N75#O#^Bvb(qMsS-r6o| z_wi)ltIa$B)zIjo2rN>LJt}PyJL_OOV(O76qyS{rd^u^ZN+fam6mIX*o8|<E9q(j-s|(bOvyM(mymNy3PIF@?J&3q*B>{&&O-H4>`);Dh3ItbMka! zjcF15l66Tdm0GX-?&@`aL}`a_3L|}{>Xt& zp`bfUkxo5<-}M0``3^^Oh|V8d({-3eB0=T)WHhX90dNClh z?Cc3|fQKa^$9Y3^ks#>_f*_Bj0M%;RT`}r3oc$Iu(m=YTkvmZq*mOZjqZQ(qw7Zgt zG`l;9=r+~623{xDy(U(iIK>BidZp!_ctx&Co= znD1jxk-E5+2W<{46yYlTChG*x@3A>b3ViUWu1`}4;>1{wpqa7?rTxIb>R=%PIqWJ- z&~H0lC#Rzb-z`CR&$~0Hwt{Y0P5^Rk2V7>5RgGPD4{yc$0{-J)e=i&a5WnUtx_XBa zsDBdOa!r&i;}8!2?nu!r8`%1VJ(6N{?oxBxtx`jvV9~w1CTh=Q_6}gRx%fQ>NVe-%z#U;MFyzIw+3hYc*L`UKQWAfGH}P^)r5cgI55d}K9HB~g@A&yFagfEUai6!%u=xHYWU zNr+~E9ky|HJq47M0i@{~477@&yg~uhtKgAp$xN*Rt%)8~TaLC4<}DF1|1C%MnC=ug z6HCA#pyOdt0I?ZFKubiF0JFYgDB;ZRlp3#GR+BmvfKn^+A!9NJH}aT7me%U0epK=) z^)l;S{O9mUB^`k5`$1Y(unQk#wy@cCDH_D`R)tn{0Sj_N5NwvUgh3=*#Z>XqBa|cE z1G)(Vu+Jj>aV3w$O;NVEpp2pI0+=P)L&0IhE1Eb)Ht$%0qF=|VY7UuGdQz=niWmVQ zxJF;Lla9i*s^kOyIVf7QH4T$^n2+69jmi-NqHRB8iR_2%5NoF9ac}98y>(s(J*k3+MA2-o zHh@GOz;V%Ju301vc9rW+eTh%x%Q~>XA1mq5k6h$wHZZPb7I~{qtsB1dX~{(_PLnXZ zYf(Uiovg4jqj(Sq9S9iZN`eJyQB=m_8L&kkSVrcN0V zCvs8-HCbViyq3Z`b*ePvR5HL(F8RPr-h}P_V6&WqH?W#aH%kd{-$&Rc%e^QrauXt9 z>ot5Rhx+dn5RY9u3k%j+HCU8*HMu>IK*hnsJ7Xx9m^3le;AW9Zf;tnQSdeQ{=G*}( zV|_HFQ^w9f5K`=w@vv7{OU3wQLLfDU!WTpNOYlFdWHOSmkYv7jjbL5^i$?cUx2eO3S1pTtg#^2;VT<~8q2DS#v{dVn+F#%97CslwQ`N@ zL?m%adjpv>LtNU)WC26T%wjgIl7XyHvmo?qnzPnIE#ReiQ`)=b0TwW4Ae4~~fP7{& z7n{qj&|k}KBEU!3+PbB&%eZi89hQjgu7pPXsV|7EzqjduL8`Ftv}=#bGt?$vi&+B8 z@9PDptkcdjtAMv)AK?l>vA`B)L3K>T-_U^t7~epiYnB>F5mjBFK3(vs` z@!OHSRI3_5F-CVIXN=5vIipQ1SzQW(Ne;MPlI;k~bXP9jlA}n;S||&FmaIj=ehGTf zslx^c9lxhrbUbi;PyCXFY)pA{wFqO$z*HK??s=KNG3%os$@KLC2%hp zqzQDqYc5sGuquKqih)kOA9gFRyQkWj?wy-df%z_p#{s7xrM!Op-3f`N+61@!Nhfvh zj+Hi!rK38E874eH%a$w`nc;B;C)Co)U$&98swH?lU#J4sBA~~8Bj!ZyEZUAi#k{pY zSw}q*=K)@)p|?V4Q+_aysOtEG4KWx_!S&)q)!tU|@C@21IJ@HrJxiE6|KSp|{S(V=KzB<4pZzJ|fE!k~hXl-er^n{QMzUgn6@h`@k7ZFm>MLMrNm(CsT zJ1V)@6%uCDA?4_d4?ZX=mBk8YS72dz&5(3*Um=k?mL~6fsCcdWGMCH`F=&sEbfk3Vo#&zv(qD8Tf@{AA?IfIwU5;)+J}m57LuvYdpasZn|tG zC#I4JTTPj&^D6%2JO^_3IAN`jdhjhic5%r8L7;6Bb!M}7nM<&BpNFdw*_6whS#$z z)iFfzl|Yt!WXyH6RJU9u;g+(_JwiZ~*X3+q#b#|hJB&H&ReFMP(NEP|xvrS^Kyt@Y z!T>+b(Y67WMndv*YbzjUq%T0qZWB|;&)HJWwPaT-zrDy?v!Lp@bMz0>WyEK4BFayH9XKOGHu; z_7I_e@y@ThYzP^PCJK&aYzS>vtXdPBR5N4pHIZJUBNep6ywxFVGP7o?-9hGP-rn+x%8*x1m6v(JfFV0CxXNE5c*T9|XEo{Ia534r!lSIB% z0Lbxnz!}#wrS!d1v~^wF;^Rf8| zfOP zyHeNc5GU3K=z6=g5fOv4LnUc%A@iviRBE$z=InOxMIsD(=)KNefJ}3#6##j;41Vja z*4fcRxcK!)09$kf^Wl*(&Y zMiz+{kPi#8Y9*}NLWp<;pHj_sUdeRU7Xi_}JTzr}L-QH^0TXT0cMiupeiBa>(ces( z=7$U_J;A&lnzgfE+NEXY`tGAzGXRqhTQsqKSDvgov1K0>;p!8~Lejs#5lDW88UItC zZ>3etsxd+gik;cN(+TtP6XfktXTUbAf+dpfr%413a#5%T7A}_ z4PXS3$ZoJmZirsXC|OK52{Rnnp>2hC>@KZk%naKMf zZJp_{QiLTn&spGj_o946)NU!7BnYSTuIR}8=X^1d3A^LZc0cX$jH^h{q?Q>9KS$9M`p#$Q&z1a*)Q#ne0V&5lu=bCG^mb6F zC})Cpn-CZ1Y(_rqCHO9n(`5pATGvYCZOKR_qm&rm33k#o})|1yr zh@kA**e0Vr=<{d=kWUqwyo?7uZG^h0`vy(I5A%5ht~jDViMFl`mXjnS_N&zJ11GFg zktxi8rG1cQI24#kGa0vWVAxV>bolz(F-%qhtiK`X_7>qKUl7!V7bE$wVx*>{Zh~bu zI^u-_8QAtg#uH%Zc7U`dfjd(QOmJQU#;bOmbdwUtkH9_=ijIXirmfxCDXNwc)h1g| zM^w;U#GFxqu#oq+dne~OOE8s@dMEv}k|m)C+l`BuYgtU#Wa-Y=?m{h(sF*$EE?cNZtcvj-Y+D{^+HY5U z>-B^LxG{16fdsV(=d|7Q2@mQ-cmfiD&|yN9l-0RS`oMGYom|vh@;+c%Qx?8R=&;2T zrCQ3!9{T%tIMZi(V~tZeX>_sL^^xcTQwUtl?I9;+p2|QQfGf+o!+o+M)Mb5Q#>hd$ zBC%YhwB?8hG^xa>@75+}+YUWc0@c#ngm9>bDzSw5U}2#78)q&olpqug$$|$)UKJMQ z4gZUJ9g)ibq7Pfj+B+EF4Gm@i5=|dbJY)u{)KXV;nel+3=y0*&w+ME+NCCR zen-_>s9g`NqS0r|_IxqV)Qu*>dsHZGNt`4YG9(@;3nl~-30#Iwos(M{b7Liz{y94HOA-GIq=ZenAlf4(?D0U*zS?A{Lsre*yu7yLQ;k zYVtG5Ov!ks#;UKxU`ZO2rRFYT2rw0oO;`LSn&x_()7daHifIaym)ER4<9CE;Ai&4N zsT3yAlfZ(cAA4qd1u%khk`}~Jj^dxrO0C0Niy@{2v}^}nAk)Tcx=4U&hZ-4K#{sXC z0O5=)9cOGD=sXP{`&wUl9#m|zL!BPgffaIA&@zioL^YOg-Rdjv)W}7gQbu@h&5=@r z2}fDe66=rRDD=y-r3Vm-++t$`+06!$aq86vE;)E_$>()COp(uwz2*~jrqEQ9Wz~Mh zNc4bzCEH%H7OpAG-_HCJep6L+LrDYtWMe?{3%{J>>qg5!RdsUR!4t^o3ha{X7~`jS ztEMi7tkZ)1(3lm;dC5r7CESvg zj^i!F=#|V(1dt26(%VU4+FNX~Mxd|h(>UJ7%Jupfq^)+3QsN0Cwa&{VUsEK!Rq zlO3sLkSbW1U&o}+_rwbs9Px(Ny760nLF3kFgcF3ynFx znna-}irTAdlFpI|doH7!jO zo`V6EiYi1Z)nH)CMf~_EDwr{}dE0B3WRIsf9(HUEGz@MW?^jjJKgsk_si;5)+A}iZ zz$_C&ie3#MteIQq9dzv|6~7Ruy>WvL_Et>@1{r%H;Rnk-gk@fL~E@ugx&F__9x#vewR^ z{g&7;b}i$sgLWcjAO(GT(y9cJvdTqFGMyv`SR#6;N2@mBzv=cHr()TQWIvvnMaX^X z+cv1fm4{3sCgNYGY8AILNk9C%G7tAik8K5lxRrvi;eJjIPZ~fJhdd;bogfp>(jMAp z!oO(H^OCtb(3+&?O5zFH8Gv0l0Mcnp7@;a^?;8eMk)24yX|sRi1B;zD;EZriVM^F$ zO|V?0#b=SfZKP$q)5_3Pnm=V}CQ?CIbw&dP+e7J-f-Xyf!#o=-L;_8TP)>VL!R)Zg zTS55Ge}417%;HI1sN>g~3c&`KTUFq%m<1dPA#G#&B8AXUR11LdG}Ut#cG3w~(@VzQ zV+b<%uIO1ji`%Zaea&%Qb{M8REI_`o*{Wh;h7(n(r`1Ii5V5!Z6ohAKMNHgAYS5ro@EEAW=d#O`Nc<)?>&S6<96*WR!2H!iJihINz#MjeMV@u3!rQ?zd zM|M%H$h8IF)vRPlV<{&%-N;PVPrINaL3npJl&`iW=P{la_m?x0T$Gm;=vlsQGJ91W zQ&Q`f8LDElRf*W0aSjpH3W5atn~(IVR}mV!F46*QRI*uLn*JGIk~s<@vX{A+0~r%G zJ9Lz~m$xk^wt!bU5+-tpTua7O;wZBQHVUFX7`M>@G;eQp=m2O5ln%{U8>_Cq82INB zEGIfZ5_)+jFZl&R;QgTC3qu*AIIC+>H%=I-wrVv16R_35DCUu!3Tix}t?@#DNDbY|G04QXtd2qXtC+%5>W(UI zR(ZA%^RQ=HGcMb+y`o8JAk!qt`YT*g#5RfeyjM)av`2!5@om@>_LTnYQbHr*Jkd+? zN3}sDyqy)6eY>lY7ng2vo**Ej^u#jDfUlpySYmk|@NDzRcA&l)vzig49=}3_R*Y zm>rTzU)N=NSblV=h~R$YQsz1H}~56K4cu2ASo39<#KGcmwG z*&;;3ISQH8NgwdWapgdd0(Dvu!9^QcgI-YMsR|KE7%W`;Ib>DG(Vr_EMAkYcaPl4e z)O<=A*VC}_LRvCU@LHxX{baFVn*1@Tb1$#B3MDBKE8Msu+lEFO#=`bnqFAnlzC)LD zk9%7(S*l=Bl|c5eL``)1OHZ&HKdeYn01Er0@#odl0H(5eKC=%mITHb4hH_eV`43!V zpteRNxf)){DLCp2)Xe{D+nqzDvai>zPq^L{MwJ~m-xj?9F0dvEg@bfuq-M^Px+n38 z2+W(@R8vEYK}M}GL0eQ?Q^|s;EFrtq^i^N&{?|~dHm8It_Lfcv5ZY&%{u!XedR{VqJlm~>=WR6z=6DI?6a-^XilV5A7Y9q|i?KBmU?61JtQ#g~tf8?~MLB3F0# z_^M3m_|GE?bxk1;>rHjSGXk#%Cd|>WTWM*+qRyDpuke8t42+5}&uR`rrpecfj2}%` zQ?Bo)rSKq_$&UNP0~DZ(D7_2Sq`m%O9XW9~X$CeDp(Je8lDQ;m{hzLwD?~kr2%9L< zxPB>cz{Cv85)!;6OLr+q%GM$b0bs6y`A3OPD_S7P$mo=+@SOz#22BEsx{o(#=kF?5 zS;DA&$QDqKxRor4d(5J*p=6^Ay;(r*oTX+N$?&+Qw9*8iuglh7ZYt0TXh53+bKAII z2dkdQPgO^EdjPe@X;ofEZx2afKi0C6M^Ic}R(^Q{9@GWz6@3M%j@9CXe6DtpYf{u| zdWW+L09uJ#1c+C6(TwB58QB0})_&6mODK^fS1|^B9mS=85#ZdO?$j8rUG9JF-U^H| zNfG>+j^SAtc{9ENy)-F2>p&_!q~6lRlA@A9h(Nha>+>=pAgR~rb1XvL!hqE;!y|u$ zA>{(ne4Yn@{#ch|Aypf(qgOFxjcx|k2=j(I$HO5VP!P7sXsTNsk#qt)GD^N(r%^Xr z444YtO5!aUrD0}yE6aDF$#8{Kr9~vaK&<2gYQQXagda*ya1CAV%oB)coPls=WH>K@ z#=0(1OM=*wz8woS7?Mejp7eIQwt%<1*m4vlGBsl1UTG;dr6n+JNrvv7PIdH_wa(UV z>k+4OnJ6Op%wRI+k-D@@!u(2DnTGkrkmV~$y(GP`B9?P!X;)wp=>neY@*l#cR1Mq& zn%wAK+7GZl(GS__y2%g=sn;|@zt+8GVi?8#LNSw38ie)Hj8=gs*>^#Yi93-kd<3&L znHL2ur+VV8xB!~2VvsATb3PU^SD1q7ehWh(rt0$<42*?*kedPUWlO2VKk^q8oaSOs z5mrCL-ilw9C?wN>+7O$+o3ga!(8kv?)=`x%8=suT)lx^fBgu?5YQNOmB7I z3~$vtLI?+WvQ$+b$XjkHBZ4zN--;|6FqpmaODrqJ0Lo6HR5L6ysN$=($;aK`l&AJG zFY*&YkU4lb;`0(7sJwzUPEr`pRw*euKBca*=>boO%6i^OC$lTHAzeQAqs34<+?o20 z)uH~T*A$0XqArk{Q&-C>4Pi48>v!kWginliJ&FSsumTU9;Rv~>vf492Q9G1)vhh1; z1yI7Tr~NMv@mBQ@@CaXvs=6PMwfJA;YjD?3m&RoKEeZGl9MZqd4N=rN+{4lQNNU_x zl0wBEAvDD+S%iHKs_^X{BtUQaL(h+>s7g^@5G9aDilDdSEzxL2ORO|n_eWX<4Hh&C z5FR3&J6N9s0DnNf{6A74^@wtVvELP2Mi8194uIWFUMV4fU~Jve3NlJoDUf`m+ID88 zb^w4%Y=2p0Rs5>k*y$6)*Ve5q!;!2~gk(Xv;yh@wLSt1pwEkr3rmC}`*-)lOnhVF) zl?cDHCiq1JGLMl&+X6pqw6fe3;6jK1fMB91I&6j?9+OGavD>kD~)v&AvD(xr^;DIWV{sN{) z83K(F{U*EWhlgnzEf>8jR3w3u^+{)p_cg#zs?iG_=~BVXMv6#Zk)FO^r$7?al2D`2 z0Ee$|uk4AuXuIWx6c=x`V!J<8Od(9&m-v}dyyy%j6%G7R%X;}4DAd$qY3pAM1E~Nc zX@i*d7TT}NC+XB=cbTJ;jQTV-BSOs=QfLt2=x$a7g)rNXz2C9I;jj}#l?}-3bmUGW z2A!)dDZDmQfm-`f;}})!ETjOg60ai8nP<`2P>06cRuAa;!Kt@1t6yZ{=C{a(s|~$dH(yg0x7yX=sfD z&AS~~$UG(_o@(iw`iBuUL~))@%i8+>Dzf0IR?c8vog;y*frYw2Aoi;gd0HY%#9DFp|C8$y~V0ibJ)!XDm&WUMf~0)(P;a-tFAM zHFCpF*R*Cdbs^mbZt5V2t)AGToUYGqu?|qa05}XoMb^yajZ{Gw`l{b>U$rd9paBxL zL(N&0KBA$kaUtVVcY`(C$S6XeSV*#V_(5-7fFm24{xN-qQzC}Nkin~NPO6wysJE%P{x62 zzrq5SvA0r+A{I;*vN8sSKt4vZ44xX+TDKtu3H4^9Eqpf|kO&abbyxsk_DU+B#S3K{ zw+mxT4`)Txj<6PsbCL<-|`W5A0S)Wo{%;wv-qakuJr&F z+|-p=p})jRL9dxyoq1PGQr?)iat6NdWAe9#JXI|2>`d7DXNpE|(8l(TmDQxuDiW=@9*r7u$AVm4p`6h|V|f#YR&fX| zYeNszs1)#qCPpTeHrzYa!RyJ8j@T1ITOuqFk3u9sQsipQ9(u}qBz^utMCL}!kwt{ zQec4@i78_%57|c%quN;GMy_p zMespH@09YuQgUkjO((k$&|$?II90Vku39XmP~o)Mv7mK#Ad@wly+)=#Tf~%3k7x-y zsw(Xiw62g?p^{Kq1S;--b#(}9lSb6rRb!N}X_o2j)zH&&GOJEKO-u&A9;g-Js-m#~`u5w)FHBf5yUs|8?BS>IWQ0&|j&fiz1}D*4FB zNU7FVN~13hWe?n>3T7L!$eLnG$-6E3$_LxDiW~ zvYpWX+ly(ZeOtj{a0>fu~ zN)ahzM(C2K-VB*Xnk*Y95ZNMX=!zF0?nG8UOHjFzVTr0H#XikZ5TAY^fUs+lLl(Ug z!^({=tHCvjg3o-YuuiRsuN=ZPj03)<^d&z-#B42fI_%SFlxhw;H zui~hLsBThkUT>aD*sn0EGVoTqLxLe{(=upJ$`lkp8P#NKO)Ofoj^wTO*-L)1B|y?U z^q}4BE*=0;-^iXH{mP9vO<;c*o^a6E(5Q>)t-AK2*hq0pf*}S3VDGA8k$Z8?Bz-+1 zebV=ZSX;@u_)J5RDxRd21~p(ZYP7NL9mzh40x)hHQL=IyU?PQkDG^}46l+>>fDv5C zq&uLk&D&|QSVlep4>aZWi6FLJrWw>^I|>-=vtP(SHkW_UF*@C;6NfPQvO%CoZ(++V z@B2DkaWb6@t&uY~cIQ_`KAuC!c(Ey}#J?Ql2DI!YJHo9E#X}uO zLi=#+Tr04|43{v?c31kr6+I($-!QviOSW+q9arBkfrI4nBVZ{0^=Vj}D%sIRzeS=7 zjsmQke)qezy74fikw?jkRqa$cOI3eF4gOBISu|ZRvmz?SP+iEPRl2y&3(3D6c_0@J z)ZeqdcLF8DAce~MuX*YZ8%f8V#jEwq&*yj}8JckO1jM3CuH0ps49)klNr(Uv5VatR zxRSF53Lbf*b}psGD+uF9Uq(@G*n&Vt$Ws9|&;iw24Dv3iQke(MSjcOQtQr-@#;sF7 zKgVST)zE`9=dZ~lxQtce~2e$kR9(0p@1q^@UKOOy?jk%GHzNah{{XMB@D z0I*7@p=pk;`UCDz_=+zGNY_ecR-sJ2B259;y4G-}C7VLB>8X}=qRVQcjT&P<&ei3; z0AXKxh%t=*+E{QS0A-O5j9Mf7)*S;LD!Of~sHdFynLn@AVa!gV@Sw05TPf^1VUzgQ zeH{}l(Xnskj!!R)sYK^;me4`bo~ZP6kO&5a!r{egC;-7Cby~AYf{&-gJDb~FQqwq< zmBPJrBqXXE@FnSWXA6)dBIrheEqbRQta)fRNvHZeX?u$U7XbAD+zy4AEt5u54~Y-! zuRe#0H(N-~h}NNUSg3V%rnAV7PIHquVt#nl878BPVttL80pOtvPGVMnq^h9qoXFZW zFJixo8rD)BFnMWhd~gs6M51Xu|xA_Y z?scy3Oi~ui-Ie{SG7CV42U<=`69{1QWXC!ovcdc`L+g>GH8u2d)UN}`O@6Yj24L%n zS4evs?Jl|}UDyx)DSi$P{Ad^LDo~g11RO>N`4p82h`&ig2qS5VY8F|CpAnJ=bwg@} z*;Yu2B$XW9H}J%clFtd+B0hj1+LjF*ESP(z3a|rHpdh?@BFN+`^|qbh3V$sth05@X!cH;RP8gK?jg9jC=eK@-{j9WlUYIaCgQKx&jgG z$~O$0ow+XgJYKI0!*jC6tBd$z)_-M%TU7`pG_+ zS_X!oWJz03A&1Vk(BbEVqe@Rd0T|$%Uw@n_N?Vjl>GQ*SP7w2=O5DoT03|Wg?43OWfJC@f#D!{y&*C6alu;1@1pso`kieOJ#4sc# zAmj%XvB5bjf>$$CJQzHN=w5TRu58{&UO~#R7cz{_YYx=-0}o2TKIMLxxfEzX<%#{O zzrI|;(S7;KOVC^hM*F#e@o8v_B6bRst=iiqx1AENvswaAeZU`L<2jm*g{&BcEZ4p& zaw?8j$ho)nU1L^0CXvCy)yoxdiQpQ{T$d%$KNEH{B+DIo#EZL?g7>ft_lu@fyMllR z&jWa|E}zY0XIn{{sz5A)-whbmMNusH_l{QsUo+NAPR?DldbTo9r3I_`S z#moxO@Q+I%XPCW#0LZReD2Ijk+y=WCjH{d%7#Y^9vI-jf`^~>ZzDrJ316)~_`V6gY zUs*?975m~GO_MuzccMV|9|(3FQ`tHJOao-mTD$vpB}^Q&WTnMR{doXWlR=EKsj|ka zphktneQRV-9n{Q9DYtFQ*TL>;Szepej|e(+g61mklPx$>NW;0lmz7CP1qb~B#|=4? z8?w3n0UKW_2L}$agEsKVv(%PM3o5$IaB}Iae zieDv}Cz>>zGBmoK|I z1iA!QPq0uJK-JU)Eif&G&AcT#`WJ;HuHx9bk)ySGN8n92f0a|Eqmp4{*U70XavGHhg`K@laWB_ju3VS36%?9Dj&gE+SWtM8FT*S(P&SoTz`c0f&h6PivSb?V1G9N?1_QfBKqc#=820myn5NP{XT z3;dMUF<+5gLBn)b(Ier@U5hv}Z0e>g=gB%3t zEz9IK4CQG{raM(QwKPD4Fb?BIm7Julz<3L+acMFO<+rR;3z299tJTX3w0d^K)8R8&)G8eR5qa zq5`jQMh)JsQ;U3Jhm=9KD%L$oRKPu$3&R9Hcq-92R{!Ser%*3vNp(K@xv$`A#zai; zIq4znP>{^&L{qvP)1!y#DX#ACy(I=n=emFpSdfct1(1e6*c}jz5ikrh5#x6xPeR$Z z9!aNeprDV{5O=6GIT|-O=@&=M5?h61EoD`RGC=qA_dBv z4yIL-fKTDG?9!_QFBQy1>W~tULk|ID?}#|ihdJwo3jh`EZgzGC0KlrrjybIh1Xm{+ zYbn@iu%kSk@6_2rp2bj0%#-TQLUvJ6nR9U3R3{gr`a(30Ya^guiK0VOBW?Vqt!Lm4 zLB+_nmJY4aB%i`XF(n;gFS@L7AH429JlJG_mTu$-$VVhxGC13>sn;=X_Mo~poe#u0 zKE-QGL`6rrE4E&57*kq66tyyIr+eO(IAa{vnziMKz^g0ioh)euD~mjp zFJxQC=(PedWe7|n^iu5`svl=t>p-yP%4CU}vu2v^nn1*sak`{gVAXeBf_|zs&ZoyJ z6lxSoEBPw&vJd~--?GzB(IOGv{~AclruM>=?quJx(|WbH=t>BQYkg)&mz7T>HE^wqODQ327NC;XGExK#r z1^~2XSGBEN$R3qXLO^e5oAXKyVV364`;Y{uoY1?G|L5NY1Tq9e9jFwa-PaaxwX!F@ zhaBZOzk0_@OFa=qZrGyIIbV>EK!|PBk3}8`E$~7N3NzD~LA(^zY<(@G8b$T*xeXz2 zxt&?c;~hAU0_>wApjJkzHfoX1g9St#2tmm(-Ark)E9=g)P5F*uZS9;fuLo%ceSPGPC+NpH7My@2EiY+HUN$~ii__ImUAaa5& z&g?v*=jaO?WqPxC;=|BPuWB~{$NR-!4Mt*vq2n4@BhkFVHg{Gou-Spa^ip6Ze#C{W zG@AC*&W0$A^h4u)X&XCBmTc=_A72(jpk#`h`h$fCT_@Cn^1A5m3<^MFjztfAsZEglFtm|d zdhLsP5Q&8dbHIQdk?na0oTQ2hR^hWmm*N%-Tr5I_3wfrJd&(A{U*Z4?^3ymq8yBfi zfQ1l?MOs)+Rs8U@&vhuYk-OQT?^i1UXIT)V6n|8+N@`C!XHRaX8RVgN2rJI2eF=!J zk*A2vWW|+`T@uulD7!0L`x2tD?IW0FS+Q08szZUJLdIGB^?faxWajB9gr$?nj>Z6s zyi)~Ofk37|OS}v+W)r`Bib!fRzAr0^ooPHdtYg@!N^DqN1{JHCLL7$lCH~^Tmvis#4%T^W=*oPs?!O}WuHz+a`KTGE_C+2K zv9_Gp#j|qAB4uz>A)w}BWD!`J3zMZM*!K=+mR`fxIyd%0Q!BW3_~D(N36hY{by;WU zR@d=yw6^($O>XVBmS-jV20pT>PE2dyWiYCW zfLV7Ly-OISGr7ShHIi6iJ(`fN64t+bjfiJMpo3~I1L*MeGpV=eh3R<9=k@21#0iu| zP*p_|e6E$ubQs(vFD7G4TiTGe5M99(1iG!@d0t4xlJeSN3b=wYE)a?K$W_|-K&#|~ z840l-Lz6v{&-5}g!I*1Gth6zUM<7+&1WMJ(tR0pga6z9SL#~vh1*xpDYYEWit_KkN zRyK&X3e^665dcH1q+?f8b*bMUy3NpWf6?w`7U~oL{jH`V;Urs{8ZWFqu-a)GSl}~8 zMF+xPtJ*8!dRbq9){rqudyqt`f}QPfWt*Se=+=t=OQzYQFT?Y1u?@R>#50{e?d(8L zbmbC!hG^9%7T!zdke8Hz>=nn|%seOg$5B{NI%<}dHLJo}Azm=5rPSlK zjx;LPSrZiIuVW_ymJTMydP1S5i(;yOQ!sg7wuzF`$v`v#U#lxRecvz5uR@f2noF`N zlbJ+|0+2J@Hp(M@2vzMJ1`RI&R_8x~o3bnS33}G93|tS#b%PW+Y+U(j>IlE{J;fEG zzYHGfQ)41D#lv8I86bfF-0X*+|E-yQXt2jO7ezh_lcvWQ0F|_~_F+o{$+t={ zUg}h)I0iW+S1MmTq)%8WBs6MCG%-@KL`SH-q}%MBGivOSBgIJz5=H`$Ht^CNzhGS1 zB9ly4F2WS{5)pK<)LU3Hk7lgtfShhh1J%>DXsfctp@V?1@yeJCur<<9@)KpS()Ixa zWK2whfEj!?B5^y{5_O7-m1gZ*&F(EquB?T_+j!-nZF&-(bw-DJcxs=bBs!$3VPY*? zq~=#F>r{ae{`Bv}N+;?D3J0`q9NX-WvXqTg`xK=VJNOF*ytM8twhoufg+^>7{>x9S zs!Tg=!eKRt!UT3Rv{Zw*WUeBT{t2;sd`ED8AeFoWokSyp2;LYyyv7UYn824>OX7+- zke>~0ZnO6`2Zb`BuBC^HQW*3uAw^lX>Qn~qk56b!;mbN5^CmGsAqhZTv%tO`*xqTN z8iagtJu>@+CO{ttUQyhMkASJM89G}}GA3QN?*z3iP*CYBqY#GgqH8J&;i8e6J$)l< zR51uB!8Oz?G$kNcg;6v7lxo$RG?3bPhwo}H34U#>>-`ag6%#lOc?}B)N1YY^v@&kl z=On6a>I7BFFJM-16GAoVl^pG(^Ge1x;o`2A8S9H+Q?j&I>VXoyuualiPwJFH(SC^W z3n`mmGJBW$u*Zig=`3d_2PM4{0Pj~WN?%TC9I;y{7X^Yir&_Mf!YieADdr`?Onb*N z3C1SFe6oh;qx`$sp-=|l>UnZgP4VTPzMxY~B(BNYhOUu}fP`aC>`5gW?NC`QDq3Tj zTKWQ5QttNNjtXk_Ils$`>O9SYn|so)o=uMI0H!jW%`ruC6z(=Mse-!5dtfpHaY%Qd zVI;rJtnpd|Qk}3PAXbzaQ{J+0hrp`NN-f*KlRFtTM3r5=ZE0s)T%pKlTZ$6mx8nfp z07Sb{dHK$k)vMi8RyGzHR!qRuAgLFIn~u`l~;$Kof1V2K<82_AW)PgV`M)pRhp2Ue_1<6@#h`@wbjH$J?4XrQ$Rd z8XKs=6FvWRmfFZF1vo9FN|L#Qf~mitMC{yU?x67L(W)&68SP)zbXlxbkr+1HVI6i6 zTEOJAx2_bLf~G-UBex&bbNd73BU0uf_1PNgkkN*Q*sOuNZ8bz)c0i<^38*9kSGhx* zgJIyd@?5TiF&nPd9VX%^lZd?5rx?-BpgW^kog__vzha8JlG2rvX))!Sf~O-`Pejex zLP`oju?Ji6L+RZO)8(MFGRMkQnJ_DBG6wX@R~fs0267I5 zcX_aCI$ucKX=UmYi_Jf6OFT!}O5`z=Z7XpQ z^}Tc5ds8_6bA-ejVK zp=r&mdd=eN9XRyMv>>c5tFXOaKxC8WRlWs-hY!R$dE` zb3Iw43iJX8Tu#-)v1w!qG&U|k5_%~^3~XwfLYHz;1`*=WW10RU9$y)1%$|Ano8XD4GnPL(XoJ7X^Uw!oQr$srJTbOHSBOGn7<28c2vZ7 zN>M{+lS$5$UmQ81p}B&@M1crZh#E+;a<7m9hsNqjL?Y`&YmDv*<=`SV-XfVOBwJNa z?QRSrS3%DjNlYJ=iniAmak;@5?9uhXtO4n`%BHH^56xLj%hpblLZ?sC9-n0h4ZlX^1vs)|VodSf^(BDqigt1JMPyEXqcvSCOk8 zCo1K!{{{xwp)|u-*aR)B3vNvvo`xm}xt`LZ0ZKxOambu+J%}D4a&SW<=gjCu5qB}uD#t^T)2DyKRS0Abv2m021oFcxs|OOI;g)e^2j zWCtfMoEQ2pWrMfgO%_>*@&uvLiyP&2f)W_4l~jdexgF>~na!-BEO5nX2#h=X6f7}4xBI(k#{N=fXn@ zfKlHFi%`0e;Y2J0WGaA@AQB$Mb{;JXh7Cjoi3&gSY#UWb#`fZ*;%y;A`uHL3U?-C}yav2fQTVln{64#S;}1&e?>!4}P|xCA7KB;{oWV!KF#v!xRa ztq>Xi;{c-T#3y=^YDqg|k!o8c6`>!dHssZsIX);^>WpI(N!8d%$Qt|6$WWO0A|Zd*NKC_^R86>AuH}d6-!r43l6 zXh*a|vCj7KvhObxa;@5%xwhW(Hb&!n9p_db?LLEY#efwaSgrD#6iBYxMPn&K!7N^? zGh^BCvg0fQl0qk~b>Q5~N}~=n+&-zw{2RmbHg!l$|6jGX=vP z15D;fMda}8Qvr)=>yAoU>q*5{VpO8ACRpzim~1h)nejPTnJq2YOTt>njJWr;?P*l7G?o%Iry$Z)e^uxoOsBHHtiB!Sv^>rNw`BHSd)z`X;qBjrxszMGPm6dDlj0} zh_1;-f>#}nKI&Tb8ST6(7LTZq*~5p059ZF8ZB}TRyyMYNyEK(8or-SYwB>NPBqz`i zdRJnEkYtK%MNwcbFDg&)GK>e;!!GGmItLekzR7R_jOZdQ&bfvS%hv~4r*v-BM@rYx zl_33&!kG)QNbaPq-{bqwZ)pgXtVjN;H)gVGMohKvTRClw<(rCS4WBuiVz7In$H%s{ z78tvT2{tI7li1Xtm=y_!40XwrV&26`K9;=U3U7iO8fH&)rc73U4#oCF^iuE?M>RkX zwAv|ss#5sRXxOJ?_>RZb4BJNJRH2}(0;5am?wLYLu?Q0AiDIqOJ;4GotHbw5Dt4tr z=&I84ZHPyW?*;>G>!lj9kpn`fwNK&b(#I(Y(pf~TuAfgg3zg-FMb};?W+Z99;<1iE z_X>;-dCbM`oXtb4JxCChF{%}4V#(MO!y?*(nbA(Bw^ZLL+R3F$>Y5^kb;+p8W@sfA zI}Gc1rNFlf{)&za7kQU4P?%zpMpS`-EZDqYb@opO1auy;yP8z>2yB-9h|z+gN*Tg6 z-a#&P$Y4wDk-5Yo;h8WhQDO6UpQ@$@KbUGeQC`>YWaTDJBm+f`5a~KX*Mr^}qKvML z#x>@$IPTI#V*~rx)`S>(!^pZYOA)GB?1_7T{QI|Fz7UJC1)AeI6{StsV6`)Beo&;G zMSuc3fmAGr66CR)W4S}@TH&_Mv0@i9B-c2m86viLgC2|Z`>bZ})T zKUb3L35b{1ks&P5hU``P@Zz$gQ!Q{(bvW+mkfZNbo0-5{oHL~|NwU;CeaEV`8~BxC zgopW1;<3I`zBI#pEwY-B(Bq|)H{;h$MQi!2V^j+ccUX_TD@(y3IIU?_ z!h)gna_yhu4(PKp?;sE5r+|s9EfIlE~i;UqHbkJVJ%SyC+`3;vCyv_ zv6LFqB}14ag5h3uFr)++cuW7B+OSk*0w$S|<`rdDVlM|alC%=j;=;Q5hBf`rpn^YUP5*mI z3e~HhHX=kKFvHTI+DUNbg2FQ;NnvRe-JlLgG~A@;*MBapF>5E>x=h%hsP;E(uB!`t zd4&7}4c(RS0`|qdVDlP{`* z#IM#xglkK}0W4JMQw7asG`9z&VFguTWqi@eueP}hC*p(AL3EP zR_U+-UdP*aIMazmwWi2LNqqxLkgSQr^4CihXmXPOvEl7nte`xPWpJ%yQA3KsK8`h- zkxMU`R6xUmY?qNg=pWq>^L?BPm&oZ`zMto znR;{J0>NsK*n3Q9c9samJ05xxBX)0j!` z9GhY9KsJexMh^LleSs%oImo<=eVHfM)rjWek$tTDBw)f{VaSl4+iZl3vZ8O@x-KQt z{G9C9)}q7=E@G?x>^+AsR>UcYsy0zR6$uEmJHM5G`;f{AY~bV6@C+hoY%7N4`Mb?X z6OwrRA8poyG*A_6M<~8rI3a*ZaYJfR!|C+2id*j24XICUg*7SJlv+j|uO)9B?@L0{ z)8~!Ne0)Qm)i~PrWfSlPJ#q!28OjE#py^S?as>l^Gls4kJpvM!CjiS}fl4LiM znVtg0|Dx@Mbrjcu9wNVnNd*@aB+Z%G`mCmMD;AR`SKC;tb#>KDzpx!xpBRRnZJoML zQju;HlWBNy?y6G+jv_l0)0(w_68B6f;ZDCHQ_v_2qFSB@%@qtHp8?sjk%$tAQnO!} zxGVL&rjuxeMarG)fM&iRoFD6e1~MxdBhXT#VZ=S)rb9~PsQ{zcrA8bQA-Uy-Xztoy z-x0WDbDGN-pi8bh3$aOUc!93~ubxAZWItPnmzS%#LujJIuHs@ zcOs5`sIj_)?4#o9Ekq&%=m>Gk`c`25>yNMrr%b0wZ|m$x)jbE8xDQHt+7db-i93{r zh$@Ooe$deFYB31lozbNDsH_UujyI|u4yp;&{H8dNBaO`0>`|*H7+yTYn>=QN0(Z?i z6{yGpWAR0S9?i3QkodQ5=%dc?{thQtK(*v_JGviyv^(R~)D z0C^L)vWh`sa8>{U_BgK9>Ff>wlp_&x5_px$od?$_oVB~U!UGDvRb8 z+@Jl)=IGItKmy!>4nGRs$X`TCo*iFc#*3PglQoR4erkb&M{0@}xJZp!kGQXMRzHJ( z5QlW;!w#n`Z2X%HlP{G#1-O^egzM!Xpvczbk%5>jfA5Crid8uhDs`@4_8q@ji%uM+ zF&M&7L6!Wi!Xk6zDI^IX7^L+G1RLmZ29=gn3(5ho`i$KZFxFg0h$F5M!BA-tbe}x! zQ|P9Et;k`@Tn-h=b4*tGww*!^4#S7c1F3V*HB>cTAfrkRHYg5lQlutas?Sz&~- zO=S35?WU>>=%^+Y+t)ppihN$LgkOv_8JMUVav{-1> zkU3E5^EY;&2jRnu`aA4l_nobix!z6g^sXgThXK0Q7_Z?vFi>nWhmHzOQ70ORZ;7l~ zB-%VX*%^@Uu$PnVgCz?YYmGiM3E~HH_X(UA<>{_(fiP>6Rc``?B0UtcN?id2>H!(r z9T%`#P-LIZi)q!qo6<>OBcqmzXZ=@c9km<3TQ7-v0lJT&JZ}qnZiCW|L_l}AhKVRQ zZf$T=)h+L@(=|E>%8^t|L}+Mrk36TttuWXrsOtt)i?M=9Cs3mo8C^+vflFv z+p(<}H4Iz8l;WkoOHl5UHixDiLUgRaEDhfZ6(P0o#G}`j=p=bYhI?9P_sG1?(}KAA z2it5tBNZWK*OAcaAKa2yuOKmBrUe!zi#|b8(}_c!Y~hg`=i072R&!ChiTycpLTA@S z;QnNhe3NnXDI)=Bp5(s_WNzZqr+ShWZ_g^*R>at*4F;2PWtAy*JQ3+b@vTUk#{ixD zboyRcC)pSdht=Ajy8|n`3M(kWrwk+rox%|E;^%MC-|3F+DPWzD&b*;q5MFfy4w|qY zxp0st@oo%edMPR%`v1j^==R4-ZbTIxBKnFH>lSS~1sWBQs!CC8cGaknZ2}==D32~} zWMKyH@L|~}uI);B2K?6Zlytzy8d>cTHQ2|NR928=?yW5%*IH2QSTT(wW`Jk4=Nt<> z&8geMn~^zE37BfMcM)vH=xn(rpQfP|?hy$~(Qtr98g3mq1j!XqHu^3%=6liYOkJm7 zPP0W*i`edRxTM)PhA^j?&181mTToH&mfon~yQ^|KraQK>PDNsXKn{_Vf>yiXZ0|uB z#kMkKnp3Y=TKE5sg^Cd7Bjw@mDt&NC(x3bg})LH!zgScMA?;2H3#Hp*i{ zr|wU^_IzqhQan20m8k;jhIb{RnqY315H4adUf9womB4CXuq;`=9NG%%ZneWR%&|-n z%(%;XIz(7kMK&dvmf`Z;4ltTOrBxd#d&;-9m#trk<_Qa_s>x+Z_Rbr2y;aK8;G`PD z7n7=&BG+od#JWEY?zvZPg#lgt5jLKNX2Ep#gQTOO6bF5*hEA8ko$ZU>feBAyCsJT- znqJBwOzwVHCkUT-!dl!U;?T*Yosv`tpo^m1bWB&IGP`L7Pg*Z#sex>ye1T1aR*W*w z_e7`0Quw&5ibE zQaD=m#w=Y4!e2Y(w(VM$KtkGG;Y8kZz2r9(^X4<#q4T-}QzLq~&8%`j2rv=g_mY}` zVC>)&OuY`Uf5ghzv*El$wTpS#W+$4)nku^GWo2cXLa*=cp3$ ziRim{P4^YY^}U6GfbU$Us>~`u-PH}<{tVE#3M>p{VRX#Z9qOvBc3t>s^k7gHdc4$) zAA*{C1EptUveIbvsD=D64OvK3wIKw2pJQ?P9gWnsH8^3S&?UY65pgemn0dLX*t(Bl zFGWa*F8E#%EdW7+au4vX(*X@S;^+j09BXV&Co5uN!eSTJ5Wf!@$>!E>r8&ESqr=A} z*5*?sXwcBn8i|w>GLj%C<>lR-DhG2_MS+>gYMJaipWd;VStRWy3XNacG3$z?dUxVO zgx=WeOqqyPd~|V;s$zrcgwm~@*p~dN7E_qENJPm8HNa7z=^T8}d(1{IL)bo~U?2^o zknM)67hJyINR*@OU)){ues z(~8M<6-fM-VMQGerUlercM?(8Niyd%BQK0;AkGr9EO`-<)Rz%G6Z^3>zgo5V$u$E9 z?NTLWICd6Q;?4jO6UFQmE`lK))o9SZZdr_CjJzfqdnru-fkKo1ZB0Kk$dllr_p=9T z8x%<*OaoDy+#hO4IS>PZ8K;I3+pU8IOy^KJVZ~BTKxw-%PnKEoijcK~{k-lHpJwLc zTK^2}DkLb2K&8G@S5BRS!yj>o6fkXalqSRiJyE1+9`h&@Tpvzu6+YYwp8|L8sfB~Q_pT}DMZAwwOCJsx`2h{0G$wDQBT}q-7Es zKJt`>%XH&{goq_pG(+(MaaENiBuqN}R0Fk5`&^yYRtWZqD-dE&m4E%p6Zr&wa1a|^ zSObT#;zWGA5E`CjA}#Latch`6A*nxjyNBJiC%qt&J*vEqS$zjU`=yZRI<^Ol9&03#cZBsxYorAJBqDWWNaMNJHRo z)as=KXw7oZg<79-Cm>T7wRUpSK_@rC&G-yZM#&SVUK!7uB~Y#WQUF_Tbyk3WtyZgH zG71eO-;!$t`I0&9rKOVA?l8Q$ff^-?#4IablpPeO28xmE^js{2-yJe_m~ul^J6-RA zQwB|`9geZ!ij$2beZV{)>l)mh3BfEnlbh>%$f>$;Vw{~j>MLRlEiWgrAl)UE_(24g zUQ>0C^i;drU{WbrR)PPLmH(aNe(S#ASdfF0sN+G|njRFHtO`A%4yhyPI*v4DPw=3< z*5K^QY6~(h+C@buoV;RtE0N8$sO+~_h3!c}x9eJNleonh%1 zh{B2BuO~mf_OvgyrQ`*V0IxUiR?lv?jW&0H7B-YRP zwhABo@2Da$hbJ@<^e7~+s zf-@tIwqy+$){}kK*rDI}8CTs)@=u8|y;kRxtDSK894~cQYX0bkiwrL%U`=6Vaq*mj zL~LCjt`0y_p_>66^Rm-umfg8YZBI4XeK(tp*L+}d+O0KK3NWdZ zmJ9D)joYIX?~qVoE8N7L5{* zXfriFW0vuo%m6&r(>(w!x#H7^86al971gJJFb*_w+G>lMEefs*f&!G$kZm$Ro~7@1 zjfMmf*OBgvhl(4@rsF@R-HOy6z{)b}f0&-sllEXqIMl0dXinGqG>_Ke)p0!N=#K%s zd<7xg=SUCBn)`}|&34O3NqTf%Fjw>S`d}TEtVoJ)K`bZL;{4rjeW`q4 zkxq6a3+XBF5R6-N>f(96V$Bi|lb1+A>898>|nI-1r~x@@Alfb6XJ?R2>m z7j{zKe~rthS;w;aV0UglS4Kb*zC*g+i{CWvHAl4AL6-WfvC}JT*AZQ9NAKVZvMufk z4L#ApxN1=O()T1h>bNFMB2R@#*@8(Z2Ii~k|K@j0X_C-|`e@i|4F!=(2CX=+gSx1z zMUpz|0*)p_JrHFSlfuf_jv|56YFu#*A66%IBnjLg;~mwc53-FIgO3q1W7i)QQ!%Uu zXs?qjJ&LN}wk?4Lu_W;Sa1?%#r3xSt3oN!c@yU9El#>hj}AtriUPGA zcd5gfxPFW#<{g?PXOa|=;rNsGgUfNBO+G;-WBf^^A+se7JyrX{OH1WeXb&Q?&vNNp zN7Pywq!$N${}!miNemZViQ_8KIuDg%){{9aurV2(r}$b`6_(kBFz3OkcD)h&C9$}# z!iEzn4AKNDj$L6BnxaB=Cbq5ttKiGZkr(8>tYQH%jrge5%h$Yu%n23Ix|f)M1PmYj zlPB;Sp8x}HRcgLEqOe19smH@=dQ3#fa%%5nGdUt~TY?NV5YeHZA$aVZ5(~f+7P8gQ zHow4@Wi&oz>~S>MH!^e&qFvf<#i0783K3z3U)zS1sSqf;iuw^O(==Ve?{y}$7s3K> z(kfOYqE^wVs(^ra_k@Y7s`6HX${L^CHoKS~Eeb;-rf&CAul9HjZ1yzK;2@O-b)pXd zmCF)HGC&p6Ib3fEfI_8hdA=wUEZk218!la9|A`RbgJ044@*o9$;7lYRT;oB2F3nh> z(^y>1Lbe-_6juoh)xYeKXSJ`)&r*D*z+eqzGgp(M+<{oDthS^|pB{y^?;yHMnvAFn z=>W=PC`vYvGc5O0QR`O*S&m2)47QQ0{j74MRxT(d~E8Z6*oi~;WvPDQLBsfS$FUV`5^u-!)$a<^k z=i&^=&MAG$9Cig^JzS$A1`u+B9ypGq4bmY55dxDY;&G9I{e@+#LQ5aQ$mY|(%A8zb z5Dht-E%k1jEKAuLMGZJk6eJc%70Amq;#YE3E21IsVa-`P;*WYLg}W}rDzbYQ(qjRq zAsE@Z#oj?Yh()^zdhsWlMVR&@KiX9?t|d>0TDF8ngo_N~q&8-yHHL`b{25Tx`K4O! zE|Np3BumYw%*u#j5Iu06k=8`>WB(=E)7rP9U2d@kaG@`-gf^8Rs1Qz-E`3JiHFycB zc8{Ve9k^h>?yzMuj?4|j!=f3V9uizNGsCYkoc+WU{_p7InynHLYoxS{HXigc5Q1)r zzq=Gc7T^rYUR$In!o#(Qphwb`H7D$4Sv|C>M9*5M++`KzmO7j#xnGJ)OLGz;XK!V4 z)t5EMq%FLgJn0fksyJ?Uk|6(wGWoK!Q)HOBf+}*YZ)<&(U1S3Q z>_3NZ-M9jP-Pe&`(kS8>oPQc!XamThT9%5|(08Z%wBqY$^(1dGe2`Jb>DPD~Z*k9CY&W*DUS*YQjcRX4!{jc>#c|K zEDhOOFT(2Z1}IAHb@p%5fgM8wsCF!3h-HT_*M;tXj^|4+B*}h+YCE=t}1A8CpJ@w5K~Am7R=4760HTi za)F>x-*5%eUpK+lI?w3nSm-V7oN!q*5YaUQeY1e7QEnC+jJ!Idqa9o1Is?ctLpC*nzB`sL8^(PA=~RX9ivxjn1MWo9kB+**WI{HW_YSTfN0@u)-*g2Ex#Fz{f zKqtU_Uhr&Lx)(x|e+z<5SzjGBD>dnb@-OiM{%u)UuGtLs#YDL$>>U&I4x7|EOc^Q} zdQ!C*7<9R7%^81>W+f$7?NKkS8=#D)?5)td3cF*disP;{N(hCA5GVY+BE<=DVAa_I zvFX%Y#CX>6D9kR{X$RIDXM*-2{1=}j9*>N^+IG^Q3nu>N zbI>L|NL8}%VyI&XG_~tUI5hXbW*e;)BW^Z!4S!&`8W>#o9<iHgZpj#=D_O`7SEIoCnv?_00B9WLW@v3}66&A`?T~Ue8bTmy< zUp?KYI*AI)6+b1SZMXbdq_4YlG;1_(yymp-_bODSzT)fK`sSD>sa zdkd;DzjR`OXt1kE2q*`NIy(aIa0zC5V&8`8)|OAsJ7!6fATS9PZ+CoGCr&$zzMe~^ ztxt8eLlY<~cj3-UseQ{A;Q+8ZSlEC4#@>I`^&rT@*OjSau6OjcDNkl;yiXsGnjvgo>a#aVj6k4J%5`dxxXf z%oeDGP3GxtgSmygif?Drn5?z2`-F7+%AVbMkP9lP{nCHkJh2_t>f;(mOQ_aV=PMIE zj7U`VnYt+O%Y#~Vng;w=8@kCm8e$>%Qw8i50Vgitq19Zq9p!cQ;yMUy8%EI`604B! zyf8a=PeABcOFj3N9Q7fr_J3z>_{=IaYdG>ojwd>GNEj8Z5PF9 z5Chrayn-NHxTjJwhrKXAfbZ_BS zX_>+r;g^!^?qi4;6&LUn@>LgW_hy}?kaEam5T|i`T%gJ?WG#$(q^N=3;MZr7ON!8}#I!R0Ois=JL8%S{g2{GVv=98+)b_^*OZaz>WEDdb^nNgRPl8p4N>&`V4 zq+%X2`OCnrTNoN&^@k|dKBd+%1|XF(F_FnwqvJUcC1;yUEQn4kmKktz(=$7<%CH<% zvKXTVT+M$ewM7d-J^td_KWu>o0ngWBx~>bBKm+I+UU<->I+gD{_D zNaM&Z#-OcXO6{pFktXhhtA3b>>rpq&D7T9HuHQ3Iz)^zbrR#Lia-I?aNt(8yZB?_C zF5{!eU>z}VQ|E4Xk3t0`T4h5e-&vz#+_ri0ohaIK=VdaJrdi7*khN%mT(EB=CbmSv zkOT&Kwy&xp%Y)$RYY%7=wTpn2SekhPMp?+M(mMsc*yFu~V^zGxpFJ2M9f!66CbvQ% z;M47LWuu6h=CS)O3ZMZ7zm|Kg#6e`pvVR346qK++ok4cO&3Xzn$U!|U7iDMPX|OAd zQ!Zj1LI(Gle83KWYpVibKidM0$izw8{1IPTi-?kkRQhtft_xW$e8J6lCLeP=`@{%S zk(}PiQGK^#Wu7w^so+Q>-wox8CrP8SCE1}XPo#G2N<>*h z2CQ65CGw7u?Sglr-8w1Ys450-s%dPIOU38XvLnRKUHHCZ4HZ)jKb$2LGG%iySixLi zt7-k)u%r@n2juEHwvkw3gk)@_U1_Mw)7tWc^Xjfxpan-)jL&p?s|DjH;#`)lZ{y|R zxJ8F}+gEDHXEd0=#nzlK@0h*lp(`OW!nZB>lfmQ?Q`NMAc@kwt)y%hip{l~YQ_J!u zuHMnXVo+kIdzVe5d|sDBIod9OLGA()x@@wR?^8D%D3=0T3K2=QWZ0JsKvuAc+G2Mf z>rBAW<7#yVBm6vp*;m~ax7TI*%WMT@|D#gyi7W+jrk5wHc-_fZxx zf!H2J__%m!E;_RB+2Wl2P)0?NPr1d-?Oil4 zs}(}r?;YX15=2v~CMr1QCAGd-sdr}F?nz*`%RGk1mzq=%(b62-`po zfdxLmTZ@zzqo?SQ9-dwh7)25DWFH_ay{ipi%KcUl%t`*qR6|$T%1ef)j)k}|zUfi3 zTS zl~y8O<}$S4G*rQu&WRzi2k)mHX_cI>Qk0LmKjtSWnVCoKJh-+K!R0e0_lYy~R>#tE zuFDHuIzk5zlumMCMr%wqVBbSr94E#kIQ!EQt!Ss`b!N$ik-jUa#hCXq|n%(nqP_3GhninU_u zf#Nm9+P>R_1=GOAuRL0}+B~AH`O2groCu;OR0&m;YksQI^SF8i_$@qA-}NkLr}3EN zG4c2)(}D^P`3 zyu*1TT!&;K9}hE1`l#7E&hW5$@HjX@$A;3b>oG+ZyCm}f$QAiql5WKWKnkceTL%jL zX)fs|8a&M?@hSk`BaF4)LLgYbOuF&AA~t;bC~>m8tV+U-g@Y^%v!}3FX3W)zJf8 zJ+UY&>@q{gIShno#=CGHv&yJ)7G$&>3PaJ_oz-Wh^(!Yq-!rSwQ^V9i>8Bd zIRk{`GX1WF>>{|eq~!%uIl#2t5`ve3uX?sc(k=Z$9a$sZK?WD;BTx!j#zfCyFR>-3 zEwjFMC&%$qEq)Tz!N;8iwA~7~?h%O3Uh0~fqnWN=Tt-wy`ftZT`D#|G`$Cr4*i&Ni zh2wx9xL;w+;87?`!alV@ncLMSkl>A{1KGRMzECS%?%NYVctPXS9TvBy3TZpz$vYh| zS326WA}#}Tbdbz3H}#&e>j-sA*2pJ>WOd{uDyrEgpCD$$uLkO%Y1a3dFs??@eJemW zQ@}|G$aMjTnsI~3G+#Ab@=4-}>(TbEE&vG{AfcXK#bH6FxP})>lXAw#DnM9<`-Ok0 z&2+P}z4VzZCg-Z=xr7ls(SqyTN=wZG)_8+m+$u&ZcrN+l3L#y3ijYMb@nY;s2NpXE zDQs#>cc=lyTM$ZwPqoq$m{;mSRD}bOe&P{eYvDmUWrw6&vN0ir1?shu7W{t1po!Ha zk)5>z%$PcQcNPjmwUo3`(fjHTH>+C^aIsZiA}3aCBp^5gJI>TTFFDIb;c)1y(t?Om zi2}Hrtu>9q2j>AmAWPzAjDoT(Gx2PKIyICpWp!6= zq&h(X=ta%ZwH?+@An@5=VZ!(REJSE?p*}nkPny+2pmOHW*cMQ1hv|^B5(vhTnslG> z1-d64dnBOwk@TTxpg#>99crK=Ux0UN ziEMEHzdJgF9<(pjZW-59@W(!Yo0fvSl&*K^FE7bNqKGoj zs%W~7lFF>ZSGowq3fT!Ly0~FjRm69DP2gOu*<}o?EwlR&vB6!MB~?)j&t5<|v<6Kw z6o|0pjGHT3N9pxI}m7 z%~k1Jbg&e@OOE)|Tv{_EjRl~h>m{)Swgs>COO6PkEsOxYT`lR7pc^ALMwj?gJ1jUu zk9tJVJLmR@!=bl0koc04Wreed;eNQ+?_Gf2fF$t*En$FtfN|AXrwdU{W@BVt?VzL6 zsA0ZZb$w_~SRD(j^y*YQNlc5}g6eWgNYS4*?GbyBOLRf^Bu17{Tzgy?ayA`mw(6y- z&EiEgc`{kxp&<2EPpl5b34j_(D9#hkhh1x*3A%PhBglKsS1BBPS{hGqv|`HodnuW% zAA?U7Fw#t5m8>+WK)NHD!bd!+&l9=9PJTiEf&S~A!EU6e)mlqd2G0683R0L&#wN`a z?G!S0OWQJ3)Nib2Tg=s&as`--6QoX1w@+X zV5>0}W5)vZA;sy&vZ)|mG^78koU2m$nj4A4zVlNhtQmt^yx^0xc{)+G)M4GBp;Vv* zM5P3$63wT><=9b*iG*6Nfsf7cRGa2+!+=LH#5a603ZZ2ced$gJ`Fa9`&xt>9v{*8+ z<_GXc0SF=|FhT9Ask!Bed0bmb55f^9})Ku!Iq zEv;*OJwi^jDBea3@S9QC%@f^mNw9-Ay)BTKL?nflO=_r>jyz0O=YU;^LG|_R?h-_& z@PvglG55g>l_wwMznM-78k%>IWH(+qjWYc%%p^Qe_sR?(VGC%gT;RW6TCbv76#bl2 zXgbmWOQPQSmcyWn(M=(}*rUTFRTL`A;@KmJSQEACgP&$KK5>vB&sbZz-!l;+Nvh4k z&%TDp(t`m_S)&D26oSGh#GO(|wge?;h(+|XT6Wd!GJs^blN6E)95Rx)&v13zx^9lN z{Y_GN0>+b}cY9@>?y6}fV18NGZ*gZfF^$Yf7=Tg!@x9ly@uATU$y+=XCrU_(lyPy3 zN~RZNovn`A0gGZDQ$mUsT`>g{^nB&Ufmv}UjDY0zdU1h2)?oBnD-J;Gm?w>{$npWP zujUf9qQpy-3}};SeQEhlpVrGUb`^CE7fY0UkvLBg@T=faFDkJl%$D#nk}afh*dPpO z(N@B$R#zoFA68?h=#9=mdsH|}E0OBI7m&FRtcp0zsd-viTo)fzyF0LB7(Uc)BT85o zb@eN!z@UAk#Bd(t`=LxtWYs8YANYwIQ{FONGO}wWfwwwPpVCR&({J#Oi$>#el$)`? zCE19r*0~TJ{K&gUt?5#Ez-TsokzO4wTX{rBLG@@sm6-BS>KUmr}cIiQ6$sgR2uVa}8Wu#bgdo>L@WG-hoy@SJLLg%C2y`~Fw zfRG!z;v3#%kxT~I6$=xmvPtZsn#9zUXJy*_DVeyv}E-z;vfZuuK!d89(+pyd~2xwXGMaD+tFu#ln?uD zB5LAHSg_w_8_`hRxnbdDaQr5KOCbQ+8aXO9V|pH#V|xRA+7@29jo2tw(fYHa^|JiT zvp%Xc@q2daHxvru#pdYkEGzd*75rB|^dz82)7L-}DOuKGEat-=HhY039?hi0OMZ{6 zAcjcq;*1w3VXE|u-2I!bN)%V7R4nmttG&gntdR|@OoY?xjWDb+3wOo@ZHR9 zRICl2Sk?5fM>^#PD=x;sPbHi?0m_AVOf{Ycmn?EcDtJT-(Jk_H9^KACG4fZdptGko zm@}CUI$q0C??#QLMFHLfc`FRWx8r?j>ezX?Arey^@p`!F5z; zw-8o?i16YcScM)Nx=;;-KnHNSUv^P^!+wPlWj2R(o>R3{p}1(NX8|}XrfuNf!Rgg| z;NpJuk0{|945SRx9)iEAH8QbNx*_M%H5L$##a}p4+=;UW1SW0nx=N}|OH&-lM2;qreQVD5RWlKJl?A9+-5R@+ zc*4FGxDE25zujUO7#k_2JB+v-vlcMu6hhLWN7L6G0z>?(Fux{>0)b}aB~3BG-S+8< z4p;b?lGvq=(EgKwKC&%K~JI|5^A_^10p3BCF zyyJsf8N_l!SCLf_NH$5iYdjKx`SX}u+w_bt*zHwdU-<=-Wrux%Y=6zP^>x;!DFgBk zw^rCBbtfyWcRsFZl!!KauOKDzLp;uEm^RLZiOgBIp(S#&6?g8GU-e^>)m$3|Zx;+& z+yf6xc!UcYbh0TQ8bnjlg5rqUY$>PFOZ9PWa(0A2b3Uf=ER8FwVlJCzF$;&2@0LUT zMhk*s&2O(oY*=9&wqw~D){iX!;!+(kWr!spZKUJEJ5B8qHN4F!GW(bWvJa7tPD(X~ zmFSEwtm~&+kyyY+-G5vgX)3>~UtQw#DLX}3Y~u;^yCS3ZaLN~FdbAXl()u4(*#(Jv z#HTw2uuuiSpMKv3uoo`c>!59lpvJ!Cq6>0NbedjYyZW-T^iwS^I*6)n2~~h+pF~?m zglv&?GzCd4*yvcGIs|rEzg9a|0vkn87bYs-CEme+A^=XaeH08n>p|CD1ZMocQ{hymRoW&KZK6T4@BY(Mnw zdqX5#+V8YjttOKN;N8pcW%KoWkp%Mi*1x_024H`3ut40eT!gm>s`3OcW<`1?`0wP+ zFxn;_aiQLgpoOQt^dQIqB52o6i?(deY3nFv`y9bhnia7}Hhdw8fj#dC1@G8)E42uFU&c46Piaw+n5!<- zA4&CuouBmYXo`$FWa*7#!>)SNACZ-hdaRxUNpl9dvuc}Cq6v8w31rAUmCU6;GD^-A z8ywnAj?^ReU?7c6VLnFsp zGqsHjO>HUmx^MtK7vhdysSf21B-Nubjzp8)MTl3fI|LU1t~}Fd5?o#ivf(YqY3Wo; zNP3#Gmd}LmWUha#$mhe3WZGJn^ekF%R<*X*)|&dMmJPa!4WB@MwH3a6Cq>CQ@sJ|8 zK06^J*>t`I00UL)$gCA{;o_i_sq8f=O4DRRh}u0Y&!FVBBE(X%Ob5gKyTBEv@ig}- zhwgK_AS4)Zgu9s2YyuntdlA{l*wBP}#h8(`7uP%_8yJ!8JBNRN0= z+`Bs4Fe4V^wO zhyF~p)zgs*IlA2>7%+z04o zc_1X+z&mSFOacODG*=V~!tqzKllks!D+G-D^)G}CXwrr8K28hJOu3}vv+vU6O(lKHW$u$k{8S|Sv)e01noJu6y?Rn z759K3z!IBl@WLc|4qecuS(7HMIkhf525BZmFyWw{!%jOtln4nTU>s56jk&yS*N75% z$+)2^6b5BP4&7yNQo8(QkXW!!tqrGLNKbTgtM5gKQ7t11R?^&|55LedRHsm>cobi( zBD@t1tKEw@hL8i8pcYtB$r?ah*cjS}TM(e&OTkTFUAo6Dv6*O>;K#xgB{>wFFn@en zd97_@gHq3Cr66n6O9yV0W~bzoH)IqBUTX4M^oeYWihlG2!@`w9Fhvi0JrlQNn)snE zItC5b>UGF%t-z?(>?JK2foTvjw=#o5rT)GS3605exU1zCY*A1#% zB@3Dg*K3z_=4yXGHPCEJT=z8jep0W|TF3dM~OJF1A4DFopHP&EfziTMDt{LyWo)RsA}6muV|n(=|X}WccWvY_Fhp zHX|6>w(65DaEb76biLCU3&v3i!S-~OLTa_*LOAfDP~`~@10)!a|4y93Up$5*D{rb5 zO4rrrEp{%=1eMT5XP@$p$)eL@@4nkAi@R>O5~H#@|Dgu@Ogj&&);1Qqg#|@lIm0)K zT2zCC*dF%ugmq%r>9W_aDSAu<;dEab84$9M{}mep>qMB8?|3$NT*}D+J$zK|2r^|Z zTGdGGj9=yJ`X?AhFm%ku1BDL>xbV?owe%N09Rr~pBA=QTAj26hpf) zbf}X(TG<4ooLPQh`og6i9vJqDJR!Wu1i03=W}t3{c%j$Ei@-#hO1soLw&^X!maZFJ z*9k#ofT-^1#8!i*ouTj@oF2{|wXaqj? zsz8XJTu%ji6S2uJFJ9-8S5rv|GEBZT$#|xR)OCz-dyAsA5JX*3RlyxQ%CFK`x{Ic* z9I;2>UH!nXQ$gI{y}mlN^(~mKT2CjrBux*ql3@`CKC0^7za*u~N!6ZM5|md~p_c?h z7q~uO#H(hJN|FeV3}%H0EDD^u@tNZk)hbs8Bwp?ci<0ler8K;+j@NESI98rooDT?p zgytbMWGG07{$!g_?(^kiY9j^Q2}B~ay$L`ctPjot+Z%+ctE4RLUP5;ePRbg{SQpX{}H6Gzcf)EBd6d zdyb0|lleJ=2h#;-?h{#QDuhi9|@9I>#m~LRD)k4fSuEnDDSW|%4#|RyP;iuNSFhdsNT7vLN$U}c< zd8wz%HzBgmB^W%7o~zmo&a05esot_?yt8RUH8NkPB0`e`@ld7b`^_M!Cc6SXV!7YX zUe9g!6qOR&Eiq!7$(F{R$B01khFYjQIW+PaKd(;~)RgVtH8?s&K(ln~I>VBel)~7w zbJ55GMvRzkMXYqcDKx|d#CKG~CO`|Sb-V((S0O=s0ENAg0UEb^0Z^zFS>jqIiYmk; ziWAWlmp!s#sVis%HFx@4+fINg5TsH7Dc$N>(LxO;JR}(umCs!n8C_L8sn_&d^vAX! zc4yQ)QTiD-qw^~$pbrY*+7yXpuv6}B=M*_XAZpOhzhKAjXJ@!>oif*MMBp=kBR=Zk zir79TD(d*s6M+8uMlb^bm>JLPid2V-yzY-O=4xSzMK+VG)^z15>uCK*EI>zyHMWfv z8W;~GAMW}yagV`jZq5Sv(u?9EjF0(u2m%4yC4n6*y0@=C7YBp>D%s5 z7+zp^VAx$f$kl{IT1X&Zr@9lJZP-AP+xF7!_Ea^3wDq;eQM z8oI3j5b=PB5$;D}c5q+!2)i$~2q%CU%E^?98a72T)lm8@XY2~G_60Kk&(ob{+i@I8 z6#d6sxE9d^1JeAbpnc5aQmUeeL}oPJn3;RT16Jp!3TefT@h%yaz^djn4^*+h%OF*$ z#mT*6A+c9&7#hf|mJ9|vTj`9fW}PKh;#zY;0LE@#Ro@C+Rg{prlL65{$HE=hIyZKP zrhtP#ao-+UiU*y`Xq@ig+uCefm};HDZ)O&-M4IYIqWX`-wZJKe&$F*KeKa;f;tj zK_?p9S%TP}>I2kVG(7~UJ%_!X+F%Y?ML})%W0ZiFI#(~+|dGbmH)@e9m)!P z4g##}ngrDCo;3OE=tQ)#Id-LrmB)9q)a5yy10l*B>>4gtYJm@&JlJC@tIMOZPIPq+^7zgq+eS)NbWCZVUNI9eoP_|o@NA_7vSKg5|%Oa)_ zBaj{1${8ucO8m8wi0efJbP_$L??i(*EoUwJ_e3Tso#L4QMm zKPem{1Z$$1nwhV#rbmi$u}%#RyK|V%%4-O9G#JlR z>`F}0o?cQj=hsdcSl1|?E|5|}keaww4K#GkX9UB%3aGn?A*Lm13pT zff#`fL&yu}1dFB{mo{fr*hema4XE594z1^<2q*7aW_?JahY=IeX~Qdab7&`Pc29S& z*hiRfF9UQhZhn+{GMzI!@*IWH)RTDd31=N+Bd`>{P;Ig17uJ@Dg18Dh9Rip~PN+({ zmf2QP0uqPUti6LsAZ67;pGgR)XSuC79m&rt0?0)9SFqI4R)Oejt}Q5@u%4)uqqfCp zMhn=izdX3J=9>s1gCFzqexvdZSBOWdFi1Ul1B zF-y1Me6Aw%AA+fK+aGm97#4sCuyvF`7^{E=#yym`Ujf9$CbMemfmaog{sG!n>Ii&= zUo0#lpG?=rmS6&ugt?qH0D(w@O0&X~7$KzBT0!Ri_o~*q<5eg*Cd+!1wl+S=ycI2hKCW~Ebx5+K^9vf1KlCbYkLSjec#SVz#4?uoz(P{Uhlui?L- zg^>h~?^LohcV|sf(Vpz5RVEhdlXpdP;HSn~>4YPsNw1`U6rXHtv8_lxs?c~TN~|-J z|Y20x!q_K1mE$jyghkp`|YD<}~nM7on3#-I27ky&hbnKuT8IT>2F@(GHtN z9%A|Q=DJXRNl{CJrGtp3O@tZ~u5c4IFa=hajqvS;pn#1ltIxUC$Z@WJQ_ASxtQ`W0 z(3fnj2fnkw`oqdmIi)07zz82uVOSVIdKW^{K!}1aM7%zSfs0mwr{Z6YiZ}dj?Ks#` z@Y7{=smUD3#3DU0GV-p}1Hdgvu?&et9HlOE7r~B`;j7jmfP04njAq@i(q{!i{WYj1 zRw<_OfcC5Y2HO*L*9okd0}F(;iln)`u7Ds3y8pDPc!7N@O}W|Y^E^#WG<(DT4s>Nr zsK#WHIgYCj!V!8fi1*iiB1P##ws9OBySpF~URx6Fl2ogttkl5FCNAH|N*H4S7NiL$ z3@u4a8{(6&0F}`!xwvEj||WRDYF8N>r5Hs;kWUF&1>M zri;yMmaVGc<`lRmn!S31ypO4#ZihA`k!t|8rnVwM@3&J~lwn3gJ~bGuxyI6o$NI}w z409mLNqJVI(Q2_JnfkEOsPxu6<=#7};ANhyZsI!oU4{@UEARwQTj3GdKm#bH{oUIJ z3MS=hy*P|&KB`B8$h=qstoe+&s1n)A6)K??09lZ<|CbfX?sC6likN@}Kt_+)&1I#^ zFD1`Tf!%Q)YJ;&9@~s+KYB;NuE(GkpQhX@1)5wjgg~5wFEGj-AHBB9^Wj|LIwuV2Un6jr?{M;$5q+n?y0<|Bt?=8>&$4bO6` zH!kWGfH@t-!JsW{NzXrZzX!irmRMrS@_8Z_mx@;yB#K`iR1=Copm*3B>}tGQkqlk* zDub%YtKTu@2oU;I+QgF(CFBB5+qJa18$Sw>fUEj!iV^&pS5)d!G3nw2Hq|JjtkT9t zsV0lnI3Www&^3WRMUg)e53xla^Msr;qjM}}d)+@v+QEb07quNgb^9tODL!Rx5&>$S z`KhmvO-6UDRC-w(m<%+SAea(cHX*?nuoRvrAp+o}bJERsbu?bqOWT1!^^ydum@yC? zMt}?`tdh!0sTeHyUlB^yU~3Vut#n|BcZzv$1)Z~4y%d@e6M13`w@drU9c(;(CO-pd zZK#f8I)f*-07L~WESZEOi)@{$^k9-nXNy~bf-F9{K+`CA${F>;3PH!Mb>nJXaDNtR z^Gbzu-QZ99$o>i^NdVa-aiQ#!ldA1X<6Md;^_4v5R%)x-tuAaKUV}RkV#rk1^%0^# z=q!|L*E zoB-&Ts-onCat3_+7|LadI$OHHYfWX9gHwUC>Z^n2CR>^89hm?YJkeVbZ}d-}Uoir< z&~C>x5@AM0TXMagrf6Q7=~df?n>N=1DTG3{n;71mv#=Vhp#2#ShnY*0!dV@g>$sMb z!EH^)PD8t>a1eO?Y0axbV}Do2DvkDEJIFZN9fG(*B4uzSq#T&8wU3(AUSd6&%w07m zOC$&#>uJ8U_Uwa4&8y?YZ#(%B5giy&6IwnXnUDe2;@#5G>=4vyuq4Wa@1$-biefkeC1<{3qFd;-EyJu-Wl&58s+FLtDKEhb8n z9TRD@D)ALo$#Heh6ScFnjrdy1k0ND7?Ix*8yDX+^pvKab^>@T84*3JwfRg(QJG6+@ zc;L7u!#=b4iYm-P5(pTTp~Yaplz5bBuTmBwSE{o9zN&Ys-;tuGL&suC3%bc>6NU>J zh#=u=SrP2AqpA}&c3TR!uFW(aSv=gkZtf~CtD3U{zRN#9UIuh%=%DI(mMSnMD zDj)!lp*`?MySbf=n&Qw<`UCpUa};7C3Q8(mpUcgHFq5kA_eWS>+F9e@{kXUU5$ zKI`a=9~9T*aa3)= zHsg0@{Ysev(+o!h(41>2jMcp`f``)$9Xm-k9Bx*J=W3`L3`80Vevte(PUdT3r% zz(UnkKS@e8PJPtMF(dzoDl(0s4gU3i|6Dmks3bONDh~P1f}VFxvW(c z_;6G|FsO*rr&#LgH83%j27%N-n-_+YlJfE0ZLIZE{X==Dl1#;gxC1!11`pIf=mLbx zy{i%G>2SG4GQo1y`m{x>#=31e(pia=`K2ggU`0Wxmq2I+Gs7#~Rd;TO{dDAB0+o^f ziL~|SR83M)B@Ni;)uaIlU2RHy7gK2lxh@Nm$zxnm)5RV~N(r+sei%q3tNqL-vj8YR zhdv#RFzbyhcK6fnwVSzSFA;DwErp@e??f!%kE>Bdyxj5C-$j*2^VK0_|I7U`%6*;Ow@Q zQ_g`8DhVy~8ZZzWIE>QkoYhDv(E1$>cQJ$;Yq)gDgW>lMi%3a^7 z8${x8g0!|PdsH}L(abRzsZgs93tM?zr^U|j1F_OO+(X&u0a^P*zff_X0(=N>-Lm`| zhH;q4V*D=00tzD6L9j?&o#`!+4awym>60`wy^WJ8UCN}gyizkpqFHBGikBh=Mm2;T zun5On5QQP5L8o0eJxCggRRzNMrk_q8B-=5APK`5aKctI}CaPtW0H(9p)2BPqlI2Da z6C!B@*@rMoLa1&_j=N~p zBPCBY0ahw{yCG8$A=`J;r6zVrvaa*MO!>s7(ggxlSy=(_sF}?mfj*<)CD}&4re-Pd zwyP6wDM?xxbYTw^$P)9ZUc!4^)Ak5Td>2E56HG>*sO2sbaH1D*WtB~4OBTX)a)4ah*3=oXi!iE#b=PtoX=y}smxG;a7^TFp zohV~rLbQY-wXGnsa@e?SYV}}_#t=n&PaZ|D>)7I!Ui<|<<(tSIj2`Vk5&yKb& zQhvd@{(+3`#3M09&H4qz0DwJ`7Ip5s@PMptjj$Xv)(Jafiz4WzzczHj&VSe=tSD3(H()r>qI6ThN*Y$ zmBp%yw30E!#f-f>ZWT8CR3C6u(NK`ahAW!EZomj5I(Yu`8|YWvh-_xiikcHsDVVV; z@y^54*ouHeLIhL$$MP7Kb653bX~>znQ%ZHsNSwo_sRQA!nk-(-ShJ6@5_#E&c2w)t z;~|h{=qLz=pehiS3w2g}RymYVx(osxr4JW=+AcNm)jNx`g@UEq0+ZGwOR<3#lYmc< zk^HnCj<2`Iw;Ug+wvF27Ra&>?$X^7?Ug6RS0-Gk3OhqS9dP_unsn)Rn5}Rg<+(b^j zT%^k!Jpegf3ZXyyvqk>sFmyKV4dq`F%6e#qZkGyho~SmD0PFAoXSvurI+sjDSY(1b z9tbjY@9BOC(hcn>N1)YV00gh97A_v7&**^+B99a^KsSoLR;2(}G0+>}0ctiM^Vhv# zBG7Y@NBksQ^lC$ctx8-lMgoI5?+yz@tBy~jr?+edZu&i2%bf!rTEesH`_2;{^Z z*qv#07Kdgae(OiB_%P;WB!g?eNhQ8dm|da=C;gI{u;D&a=dr9lf?~v@_{w>nGq`D0Q?Y|U{jA_uE0 zc7D++gC@oW*mB^GA@UjL^(px6B@9HxnzQJUQ2P+eTf6du-6!6WFh(LyxI7u^!$NO6 z2GxTl-%Mc=Hdo%1^x`;CEn0W*&>XAL;q7j-=<2Z1WE|fJrtXA-5&C(-LTcd;TJm~l+JdMVHH$tg*XBD`y-W}2|8P=q<041+v ztbx>LlxeWYOdeTO5DUk(K0MW&*=+T7WfW>7CL&i9$(731*z8@h7c^C3notSUm_l|T zf8NKqjU1g)4)_ceZ6B?*PAC0s3F~s#=j`SpJ|ki*ha3=aoLPa>a>PD-K+tRk;8Q+C ztuQBi$RClVwb9u%$y5zrwk16Tve@&9F5zvRSgb7uV*#!uTbI>Uh#=QP7lBbJ%1vl+ zHN}qXVltUJF{IA#k{awo8<$!(kQtO29?gk(n9m&jM%+jd_A0(fY1}Q+XANqey6vuu zP+G^N!@+Kkf*ge=xMo!f%tpf5R{Q`p_IY^&8(C6v#WY7kYCir2{M27v?5 zQp%q;r{xn*+U;@s#V&cw2M#mL1lbJLZ7~k7Za~^wV|Uu>2DE5^u}~N>`lbw3h1rRf zfFU1~gYvycoGCUt@~q*o593F~A^8QHoB}DdD#K}DRQz7*^Mri19iZ6$WM$1INClk= zD%n#hN%xXXl{}5#A%BPJV53|C0d+Znt^B#;#Lk*3U{W)pQ*cU+FwlQE(np+HE2rKw zL(Gs)e!`HhD*Sem@?GmSh27F{#KN~`7uvx^=y~bApV<~wReiO+SwpZUF(C(v>7;_r zsY>84!HFJv$vhk_>nr8=b7pAMK|$*+(*h=V!nTgq+8!*a!>)r7Iqoe$%96OP_RFH(u5b#` zEe5Zg0Cq4J_1xLxV$zDGVZG-oOPQJCQsNY@Ntha}f}OyT(vQ+@Rd2BQMM-~8Vjk#?K#ilAvie{;my>SHy!n4V0=~c^7W$L3CimrWX~HCoGVbUnt8d z+p%41y7aD2flf#d7_}LZQ>aDsWHiObN%(~=y;0`ONuUPQrH@sUPgRuq)+q;RfShZV zTA=_@t@kQQw)KwkTsj5WO}ASlNDV~$!!QI`Nz^at2xGN7<+NI$qNSoI3v|R@%d!J& z>kc-3Q1MLoN&24HbSAV%7%X-Ph{_N#A~kDLZL)e~AQuCn$R2TcN8>cTCfx<4$_t^w zt*o~eVLdHqAQ(vf`}qoXOX{{R8=MP@ri6{i6o}R&Z)1m5xtD}wCkIGNufPWH99*M# zT827kb1N|nq#}^8?S)%9?gs&0A+7hwazZU#V!CjhL*cE8BC~|fep*bVz+5|J0^Ykb z%ym~}U@+%Q{X0S0Tg44q6a&awphyYEhF9kk87|o*lfKs6w72nF8IA5|O(wxUeg~u1 zunSXk1!M;IRu>sP4~QKbT7RS`aKdX{7NDd3~R%%wULK0CuvkFd0PY|a>R8Dgn= z5>O=xbP;6$mv?#6QfeC1?*dcuKSJpE6NZaX6tp;l1wb#krTFOw6jd)lD)CquA`>zm zBh@w{JNk%j6ZYy;V)fyTt~#&%9vvyLog`~j^#lVUntwd^gr;!-*$RN12# z5P`i^1$GTO<*031K?1zZ*X-!Db$4F(v;Jm{;S7%)@6LN>u9#ng0P<2NkRq;@C4O^B z@3M+mL)prm2lX17e%&KXR5rmh3p+$B^P2vC__%I}1{wF8AX z&c52G)^vS+`JDcS`UI9Sg>@~%*OLb_^bF63{1g1(bj*QXSo_Fl9&RnPM$DN90 zzO0dylM4;=CWa{`EZR&ByNMjCepAETSJw09)v59&nR74qZLT&zQ$6CZZ-) zMDrmwXX@b6a4TU@O80C+{vxywQ;;3XfOOq(4NisvTVv?gXye~>JTeVMg`(-w&mjUN z1-0jXYN5uCDo#=a;oZ24qeFXX+J?IXP8EtQ%-%>6m5xAcEK3Cx)s_b}kTz_XXDwFn zS$hzKRg5f4_<$qpxR;x-rus@Y+uO23DoJ_yT;1ml0u3!E$D-?1Wepn_ zh`|{ZS_uJ^EDI8JH0FPd!^gSVkpQfp(6>58xo%~qSWL53)Fuh#vxu=`%|)1B`-nrg zt=i~{JOzIGq(8)$U(&%4Sm4J(1fcc;p9!}6ND*3(35o2@_Jz7q!@#X$5l^I_ZP~x| z;F30GtsOA8F!@LhGN-^!xVRQ*k_aDcjqyDBXNNJ~^v{nbcVikeeH&VW3nlWv*P|>Km|>z2wK8tyRcOa+D^`KK&_pMDU!Fdmxa?{ z&+6DwQ{6`$A^E>fG7-YzGk5o@JdbFbQN3n0VHyIQ>3l(P$*TXS<_B6D%0z|b%_FYs^;r- z3jv1N!cC+khDp$<8$RqT@Yl2k81*%4X2HLBHx@OF<*VT#fxKAHmerY(!zdcdw;n;L zmn9I%c3gFkrvn8$Q}QhN;dMP8;!cos*MTL2+6v_q_d`md6zHb_?Ac4Q1WY);!Z~^j zZN!z25(+rQ=IdF}lR!#RSEuw&tRTCyf^&d5pr(>hI+pSI++>OM_z-ZH5+}2$H_o?o zA~W~0L2#E!RnM|#3pb9ywW4*HW~W*^ew8-7lMD1G5vdR90L143u>gpx0ANuNRuahw zjBn*XU6^&M%c+E4=Ohq)pD94?p%9N!`V5+dM>2`)_fphuKL70$kDX#UmQyE`ZUam} zp#=qxy3BERZ6E_Mt=$ZPZsDTOi*}+G19_&?u#1TKMpS?(Pb$gbIrnv5GYce>tkXY( zaF8jOc2kx|Uzo;c@|N#9uWE0d>cfW4!DarMUIYiXcu|B8MSxHoU*Og@^p*1m*k@Gu zhQcifou#6p;f^{tKU+nxw39g86IL`TXbbP41c<@J)DBerwH^=hW>Sa_T^H{$5?SfZ zu0||skgztCkO5JEx&>9(cmR#Wz}h#=qO&2tY&nBaA{Kc8G;So?sfl6mP`-d?$axm? z3kl4ySOuWuRER^{sV79x`B0>zm|kJvTVWjo<+xl(yKIFdd|FAw`Z{yadg2PYuYc(9nQ`6>s+=$1|Gq#?ARdIgSCV>&ggxH8e(bvZOq@Nr9q`t|8x zTDr4(DzjH6`9Bu%K$o>km2ArN19j6v5Cl1Y%Basg<#pDBQ6ERPPicT&UT`2V6(H16?R{S5IOI4nnLsz(RMTMb4pXEs#dbGR z78tRLY)&!;or{(A%*2P_oI+x;ItnR5PvFfjx`htJX3|W+nm@e_-Li&f1tA%u={h*5 z`#m$uVh~Evii11w=X7-eX^GH;Ra=XHrF1=2L!)v!CkO>q3~A($Qp%@w#B5K>Mp@$2 zB#ziz@YKGgOsTp9csrL7^-3K&5L@}(#_21AP_>Kis-48m7_)o?&g>`yB0is>Q{k0HZTtnn+-V zdd(hn`9gp2&i??iN0_O0=#A_b#<5YH@xTNjtpe7`0av|N91>mDVaNVKq%q&xj@%JqDLG1SNyO z>5c%8vLCYTjyMRagb~5|ztXKty*<{^qhq>fKGj~88vROLlvtgd^4B9Ecldt!Ai+g? zU4Yb4{G)sjj`CG5X||1$qz_+&l=!Xn1WflfF5jy2Q%;zY8A z5!*$V)OI=#Hak%_yWo;IzN`Om0H4G_ZsqMOhZ32BQ_GG+oJjbLFeV~+qAM$_@BN~V zKE=|tjU`5cTPMS`>cQaI9ty(_w^qY?w9|+@YC)Rwp0H4j4@Qw#cdE=+9r{ywqSGVM zf=YMLi~ zNz1NvvG_Xt<7+j(m5{M~J$9Gw3M2qoTfG2bhH*Flijrk!eekBqcns&ITB)U%RV7e8 zxf-8d^&hMB1O{jx)|ymRNr1*isi=>U%IQ1;KdbZ-%s628ipYX1Omgp`cJ491N$A7UP_*{*POUV(>t2-Ux@_jtV}wUL;QLf{u>T-W zV6MuM(Gil<2;hBv7~Ttk0A57F*bPGy%09F+KZ*mSk9^fIyG_YB^h<@8H8nSyW_=yMNn3{Ml*kxO0n3Ud(~ z5*F7|{)Q2lbzkKxl5Q#iLJDL>F(hbuX?2Q7SYsxATxsc@%DS8_hlHIaX4>R%1IbGB zBCUYp->*7p)w*5pOd_0H6Pj8zK!q<)wo;Th!#K4MYC1I*MZ@gkBuzr))C))}bh^Qo z*DxS>>KjVFPWP8t;z2DAQ?0fqP(2Z*k;d*)JABl4uSr~eiwUeU;^t#=OfH)WFz}FV z#6bd`L8>+_UA+!u2lFDBR0*y`&XS0f#iwS6nD>PJBp&T+@%G$Y6{@QRwVGCVEMs$t zAEZw=B*ZwYmTq(2d0G)on@S0Qe8j0Rt1Gc)FGnmwpjke!SKTf@m?F;;v|>iMmHBvp znx!*(GTL{?u3&d%Jfel{uisxnL`HniWyF>tMh5t27j zYv#*DlR$2(aM`kFJ*DPG6uPFkj@bK z0<^J_LKK&NOD*I8onJzikk(VK^^exYjBvv&+&?b~2CBm$fg}Y~^N9VEzWN|L2pz}Kpxa8s2}x6G(MNeVyn7>Rn&)gpmI#u4BJxcsu9 zO~nNk7RdzW3VgXNGLWCGZ0Ig*kvc}Ukjtiu4Uq#htKIEa`vlJhaWbyN@LL5>2j-K1 zcH(17tL``>+|@{76H$}Y1jK=mgi6~cNK?*jw+4hJ7o5oC{yK?26SQcYKps$)>%5Efq13akh=EZ`eT~5;(U%Y z8}6zKs`Fk;2$))rbbkTiW9FI-D5rx{zfai9)8c2$t*ii4HY{`}SagWQ>Bm+LmdDs=1a;c{Y)9MA}W zG;oSEUwKH?vWg@aDc1(xh4l;ef5}M?FSpg+Z%||~^A)5;{ShDy6^@^7LKyL4- z7AcZX6`hOiiA&3N29UtfC*nhb=q4kj{}o2GIXf;mcIe6a;0GL^-FT~eR@RA#KF4&Z zl(yjS>S?Re;v8aIcc;CLo~4CV6o~@8lcG$rKpwkUCQ2>{?f@z<7W z-^>dw0qtbWz*2$6QZeK5w=-o;lk8s?r9K9Ztg`?Mc60+t?OGIdkU5bzeZsXheeNDP znSiS~UVove4=Qvz7h7U|=Afj}iGQv;-;d#AdWlt$k^bZA9SNY zXZ}u6g+e=}AQ=dm8C6*fFqyw?SasqrT-oJa31+8d9v-}wocBWxNFcJWu~Ih%+QZr! zr(;mf0O`*DxEKAjBo_iGvX0@DIYritL7t^HmS+MTO4pnc6I-B-RoR!=7i!jO)T%CV zySh;Nki`Ar-DdBn90jpr3Xiae+Gtf6AJ~~j53pRjLm!Y>P!AdJI#`Jl1gbMDyt!t_dlTDbJO zdiHSGxq)rT@o;v7J0P(WZkM(U;wLd!rz(ERC9fs~Yem$5S;Gn#GFF`wUOhcft}bpX z&;?UNJCx9kKvOkKnytUkg$l3j29@$XhLCG~tTI{|O=^nH&VmKi?5bZ?9_ou)bC{$n z0VidKP$vpJsWGF(580|ZnwxegRzxaIu4UzsI8cqH4sgdkA{QDpLg9qbOQ|e6SZSvl zcF&x;ly!&JZw!oU>p0_+HO=lIMT$~XJmKoXKVSV6ge~DNYJ~;7BjkI5%j#nXzr|45 zMH_NCzj@0dXkI~uCirOaL0GdOT_lwn$iF28>Yu@@HHk%-dL8cYvez4k^!G|SHM(lH z6s20rjf^V$S(a9|JcdSQ-8Zq<$|2}Rl@kv=kvZ7VD!uit;?`?LJ;QWyup)=u;h396Uu|{xr=W{p1-f@zOD~^B z3>-7?OvW~qN08Bg+R4K_lR+J*yvWB8<)ZaMw2YekmnY>TH>wY|NNN@=Q{^b9a-4%k zGnS5WI&n@8;BDX`Z4+s|#76ej0T^RFD5@^+7Ap`5zsQl=?P@FshE~{_sBkrz3O2mA z8EcmX8k`cb?q;VYN@&w84j^svSaGJ_Npr>;tBctppq}YT@){m;PmCoOIzFL5;-qW$ z`KX%EuQS*7)GuW*7#EtWfT~*Rr6+V07%aw2VY6`Azd^l_7w zBLLHWoC6fFI3(u&IaMyJ{yIRkB^qs35>n7hB#AVCS)Z%P^(Md(O{9rr0W0=EiD<9B zjyPs6CgW3_w?{;GF|%&(bzP8wbbv}Lo)=XtS=A29yKd1V)tH_V|0`i6EQHHcuu6E~ z0Bf3CfRjqNOUxqO@o+FBMOfW_>qOM|;2t*S+ak81ZIDSI8_7pC9z}$TCvr3{(ItYqRYb`h2pShtR2@+2 zSE|4)B!FF@qjabtpvnX}WFbR^fnm4=ugUui%+?B`7Gmq7(655!Iz6yuxS8^yn z7JLOLbM4Z%1O&W&RZB2CBQK`T7#)HUMY+Vw{@nS7hT7ceRk z83I-ouLMR?I%U(jWQG?9b>#K~1?|al;sl)T;H+`eX zG2y@^0dY89Q>%8HqQVoK5S2Bm;pv_f-swdX(i>|?Ahj8rnd+|j%&ScuzX^wVU%3;i z)edIwK2y&|Y0V>E40j7zjsE!{r++D`E%mA&)bdZ>~Ru0_+EUy~Bfs_nv!D{w18 z2v`vFuAKo9p+{$zL1<99 zX3bVf5=L87!KP`!#0+H9uNtsjG+ag~B1DY^5KJ9ogdl5^@((@UZEGnoDOIsMim)j3 zba;iM;tzA_fJc^6O9aS3HC^#PDFfNr1I(mitHHxNGzr24P4QsYN*`S8_Da*wCtKA8~ov6#$SW6iatB z_9-4PaIGcy>yOdzQ}CtTtgj(_R1@+WTpe_v;l)J_PjRD?5}8k7S8_`L=QV|wxN&L? zG>ApkYfb9K8sQZH)JKS&CN4vOgheBmX}JGNQic94i!w7czT`+%#uAo6pELfZ$! zCK~J&d78aWjl6@-RN@*8d`?GEbHFOx&)nXE#vXu@fqV>S<|;-8-kLM??s4$>*4Q?wuKu6d(g)veUXG*alQG212O=Z|^lxHK*;nMp4P$_e`u$LO1;S(a%Se3zK-A zMz=zxvbCwt>K2UiES`d>blJeML;S@LP-S_|zYLt3ge2lhHo%AK+O=sotK0{#hEBCo z2dxJ6Rt|K!A)q{2Aqs3gB{PFr4FoYv#e^jXv#O8IVoI1A7go&UN!vAYZVy5l!V+`g zwt*#urh@vb7SO4enwxbctvO+RTTKj<)VOHdXdL3w+`?lOWQWqM2>pmWgp;AmDQl=( zi$nygn5tN|Jj7yYy_9K0jF9o^_x)*iC?*d}H;)#IB9n8Z8tywq0f&!(5Ha1#oPbv0;FL5Re5WGo;0${xxn@CGG?k{C@V_2UG@(-FORO@p#p zjH{*Z$Du>Gy5(qneZ)fD?@eL@w;~7dDyFI};BpUTgtYWhql>V;?CZ2F_+kzdo1VakRy~7x40H(*O@g+qC z5gkD2dsukE?&WH10EguD2C|o+66=+gdYE|v;@T4hN88THtt;c$O3;6X2Og6SG4L>j zd%7eCtXJ+WtW+4ZD~kY(J_A9FMmw%pIX`!zS8F73;x8!v(N8_aUZn!U>oc%LTiaUq zOek{pz__XoDWnp~sq$3hRPgxUTOo%DL3-bSGmz|2$kqIV-@yaf*x7=@iq#fku#$EJ z#cA$_0o$2eS6jFGhM|2^(g*-V&R=q#0j29s3mdrLw=}Sy_%=?;(l$z{YRw+OYhzXm z$PGg?k07SBxZW;7SRSKe>LnNu(+=jAPN{OdC6<~_WYZd2AN8~wTQSgmQYc>^d6W~h zCVI(EDtow#HVoe%HAjm4(pzIK*{)6{`3Y{SBraz5(cNt%^b*qS8e~`^TcoT_h}A;S z!c_rC71s0Q4%6_7OemFVZ2{$B2LcdRIH6q z#DIVYt|=+bLk)a zogxc-Gr!cXzTj>uKw`?^tT}hrV3+%9AV%F8rQmb>F14rBn*QoYcZgD}s>=k!bSv$2&T$VR?mYA+JrQ!f){9KKtY^pGGoCG7cGg_b} z=s43_a+Z_^1)#b$;>Y;}bk=I|QgOpiye-fLr(bc`tuhUpx-+4!8XIvI?5FoRSE6nx z)f4+xal)1pW%ayLGE7~?CbV6E6v2@#xGR*XzA6W`A`O3etxiA zJf9^q>p|O#|M!5-(8C}J#ogVPu(IxWg_(3stA=iXNt&w^c)$}t(ETG=pkO+Yj)O_0 zb&FmPiLRR>ri`FLK|_hNf49b&{qE1gz}i5FU)J=B`ltYuv&FF|K$rVvE8wjE9)wvu zq`@Mp&mCh!GjJjF@D8?&i^u?2%mTG?&eH2|N+)bX3G@t<(m(KkG)bo=D6Ti98kOLU zB>d8qwYs!1vb}f#E-V$y+=UGu`?{kW9;s^37hTAm;#9Cq7|)d2FO0b zC|g76uXUK=Q^h(wR+OiDn3a#L|C(B&pCnXUp7ldeVlv47QQj9hUBRS20p_7FNsCi_d zn-gBhs(`Bg#HYww+f($yGgV$8dyOB;dzcc47`?y-@<6-0X|xs!1;0T>#UV_t8DTaH zWPjEb-j}dRLYOJpLG%H#6r}RXEMpC71zGga`HX+8)+OLIJxf_qyF|xJavZ6%idhOs zy>qpG`nBpX495fty_zmH8oa`QHHtda^R^X2J?U&nzqWfei{xq_7Z6nd;+lm}CpD&Q zxVxYV4Zj%}QFY5AF=P@nDm(7}fmV&c_ho&SLkyj~y2<=egK55QP_bRVqPVpr7ETqb z&+UKV2)Hq-XY_;=v?OcsUF~XScp{U8vPv;oo$4K#;Cl*9Z5lik4;?E3415%hWD#7b zTpCCV-Ck1V^Q6>OPzb{>e-*Kr1l&mp{Dd$nP*OFjnJfRYbe%*b)ghR7@PMGUaSN56 z?!a3cywCOKYZC-=rmh~NM?8Tj1X}T!gq;tE)ELk1Eyg?g>SCI;nV>M|F^a8T2?J^- zp2g%s-9i2q`5UPEM<_^k{ItnPHr5NXc&=@QQnK8Z6pcedZxip`7$J35cSn`pw-%lh z)8d{}EnGOL9oeSq6H*&fN0&ctaKC5Jx&!=v@h zI@Dxq)muXWQ&LHZ?9qA*$$2ZPYnW8cv^Ij^gZR$8+kbuBNTsF=Ci5gu$su|gIwEwl zB|q7@!(#gmFYU)P^*m*svjmk21FA(SIP!QXBcW_A!mBh`64_B=$pS27hgh}eQ(Lwg zKaULbk3@BH5N|daXKOS#$Ah1DE22g|SfFqs!nQBaB(Us=+xm+C%&)tp$eIrSNw72J2&B>cA&De#D;N7kpivt15gA5 zPbeEQSEo>YW*Z3tq{K=9kN1@_^rXN89yzh^lurs0>*jE~9uXvVZO=x$+Gh~S&zO7U8us=z~Bx85|*G{km&dgW^6~~!b#*n1epv_s>7|JChvf{(gwy(?%D$t`IT1hDm+7oxTZMuImT$0vSZ+m7T58y?l|Pk^in%5D-~&w_wpXcUB!Z@E zT74(B2?A~}XcTu=fTcTQW4%hnJXDvCZmA-bv;!57kj7k;+0Xcu5l`Q8OVkec(*qJpQEK{Eg|oSC}j?av#5({Xb##awpJZIymRNjj~`teAYLPN6_rv;iyY^iRu&9#yoVxLW(~s5TEW>y2BxgOn@;?@h}e?pd)iD! znv3+3OLaeGhn-oX!~trGwhjuSCVGHpJP`sThBS?it#Gr{RTim{TGAXX`uFEPNw!3r zOt{t52hy5=3!?LMtfh0iIO7nBYx263b+rIf`CxJtIvLkb6A-bNirb=?fhLHpooXMc z4IQA_i)Ho*y$Hw3I{!&->AqMmdauo3@4=v#;UL(X9wG_&0BQzSjiE&DxKSrbvZ&B! zRQ8vQ&R9ftKdZHNPTJJNQ+ncuBjg7r3 z4FJPY*mW+$r4g%AsQS@oNoIRuP{KD@fF?V(m%J@lblUAvwt^i_u?KR=!O;PmQ}x(* zrm?obQ6z?w!yx~{n4QP5?BocYZ6MgtSlX5M#p=wUn zNPE*FWRM!RqJwK$aEcWSTHzQOfKALfKyDOklr{9wFZYxwicVPL^Lk|Sc!{5uMeG%2 zG^Y%zZ!rPYz|~$#K&;hiel|5=!byQr->6NHg?3!YC`+!Zmrkl8tIH0Eyrg*%E0b?X z>e_1SX)%2L$g8ANzDUk6HAojxq(fYkRAtx&DjV7w&}0@qXeSl2QY|4|N6>u9P^VS0 z37$zsqN-+0+Av9WgGY0GB-AoV*$vllVMjN775oY^AQ3rgPv;>q#AfnTNmH|RDJPo* z7(m1yCp_s4=on`v4yhc+DgK31Xnu+#S6ge^o;a5Ad!ji&O(`{L{8uT*e_V6o%)_ju0*MTVKcn$#An%NjFF;M5Me$$v` zM_0DH^GKQBNDN~mA~YQ<#j9`N2D@9hh;JalDw2XC?i7&X#){LBmZ6a}BQZ4`5_)vB z5jGN!iZ@FIAk&no7kVZ+aGiBA@Ap0AN$bxeb`KXVt7@q30tl(U0sktEcf6LSkFO%boMA*#e~BGwSu6{vHaR) z736!io>IakwK8Sm7G2^y-Ek6v6&BeJ<%$sFoAY1=`w0&@BnBN2RPHmpA&Tm7uh}G| zWhRO=3A{2LKoA&zQ+1{A0I`6zY)8ue=o6{ApM!gsp3leRNxK(KOf8dT z%(zznvz8#u%U!Dq7@YrWiN(JBTtErAx>-`YBCPqb){Y#KZ@a-tz1UbsW$f85OqTJh zYQ@~_TDw_Nh^Dr@1P`G2No0CbqVV?ArpbWwzLO?}X>x#{_UFMUdn>5zM!h}Z$_%Ul z*;FR4m_Qqy!HB>>qZNo*d80|J#^}h!qa211P+D!pJ*w2waP)aFcOPPMl0~vsS;@-PS)7gabxS&a6cu7~q z!fA=>ySvmtEeJpuU*&itHwHQUG zf0dCtIchG$>P=}Y0OxC0aWj-b9%(#=-CGrdMu*|u#xpbtRsW##{V54AN(|BhTZxzs z7lo_BRhUB%5zF={qAgWz*E^N5hGiH^ngUr~$t8iXvJzHffHZ0aqD1o=FUMNS17Hvd z51htMj4shC+Zwn_SJFsw)&UPxT51h

Y(QPP7^*>-p|eSeQ?YDXv9vb9I`lM6B>& zmp!r2@Y?QCgppI>XoP-4i3rM#f7uF~QYUNQm^~cEFm+mxkv-rcHiV99shl+w&=?YA z)0v@HO$kJrV!!w*Po+VSgOP>{`XFqtRl&!*!-h!Mh)0hc1vLRN_OPXl=5Vd@}oNze=~ZhGQy ziPn>&Ss-s{uhg>z4%Wi~ismO$B|6cLyOnA!QQAU)jGXIdd5)|4lPHJIV6nXsmM_imSnhq%Oc=zw;TR#SclPSngGuE6p}VE&@dNlU(| z5LyYsHbfVf#86ks)kp%R(YE$_y-j&lkP|HB)*>{VQX*l&qi4y<@ltcVu_C~}N`8PP z1_iJsg20Lkmau5Ip>pW9V}_eDoi96 zfl%1d5NKT%OtcVmouV+J?3zK8b%2=(EZ`(UofW2xRFag%wWK4!t8n@?KMHCZ(!pdw zImnRGq`j=hSm%eS?Udx0^bwtud6KP$;mpBe z$>Vh2k~8i#Ss-e8mK-(MU|`U3*lmKfEKs`zfL)ssY10|0H85p`sz5}=Q|n9Qd0GTG zDmH0!dF2T&;2Jtiy-x3B9@$}pOi$7&M4Mkx9is_HdT7X(MP*ARFlARXT7H$b^tpOX z%!6Xv4rvc#)l%qBG*PuBi&WS0&{Pw)z<;xwDWG5{#|qy?zP~n3^8&4JYgeJBCsH;s zBu3~%(PB%8t)r*T=&f3fM-Av#%Kj`;!>FSQTkVkE6Sz%)b}?2^v2G)^7>{t16UC7% zNGm^6Q^K^0*jWd=@$KPWpF!73p-7do%((shN^Ms4P)XTWL=r%fh#2!q3cn+N3t8!R z9w^VDIO3_~f2TOagT9XOEHX{h0)-j6I*BHl_?3tv{jL<0tM#))AO%*QB|wdXcQV8W z>`tf)?P}a2MzAueYJFGDdZZ1(eK1YtLZ}{DhwMr5@c}e8pR&mc=sm1rn%+V=Em7?U zcstJhA!uri$XzB_ijwzrqPhjq#ozV|TE*-dGK&WRPfIF~z_pEMZt@(?)a7FbVFmXP zObH|S!NO)2pR{ndvac6uK{f}#BK{hbtr|^W1~C+e`%Vqf!Bl) z+mp;mK^We2vZ@Xe*U6=;gQ*nrgC#htc(_H0K7L7eSgIB9o8JZ=-q>dfe=k6-Y)iQivW>bTe8|;X$ZHL-N#I&_srbC~p0n3yC`NA<@^dqxFCxiAHr1B?M#940k4pmx;rYe?doy*&qRn(v#LWm@Z6=e#Y1w*y6Na@xRT--~Y zY*9u45Kt{(Q4#Nm*G^ln>!Bd5msQ;%4O=e&e$> zmdGQ(gZw55EkWOnq(hyq%o;`1&x_>NRTVJ>wvWb3P zkv7~ntOr!I4L*(mE(8F07s~{y#hzLQA{Dq0QZTts0!FZtZL?0NKP_Nt2)tI-UIZAx zf;Fe0M4jsP$FcIu@37R}p$PYjTcRc)%$J;!`RFhlKZyhk(`0MY0s! zS3s=;Uo+Wk8#r^06;#H2`9wuzV9Rb<(TW2f8ZmMjpYa6)Ah5rTNvRu&Mi zxm(LTinTl?R?1T*LT|Z6-JCI+WRaB4yyHXdPsl>vE1SXl@hFrR8;msVx9o6fTepz(p4R2OwyU$80cC&JUyQUrX{2hOb_IE}3BM)=SV7oKTCd$r zYu3r5XKyG02$;d!U?scg@x{m^n+FOIAV(T5twir2z+SNDj#E8W}sbs@OpK4HuMw&1pRm9}tgp72spm2PO zi+n(yVk*{8^wlwvC*iE&>lM;qpxeT^6^ZqLx22&?CY=_$!c;2Z*#FiIYG@!qWo2?E zr=;W^;)pejYKabmMonfDiEtR;>=-3+(Gh#68^A}er=crq$sQdrL3PH1-E#-xaep4fM=hdJyQ$+L2Mr%T46D6GOcrpfQ;(xs&E;rGPv7UYx>$Kp*z zUw(`$1cFsXF?A14Jt^tyqQXVW0vlT(##Xk_fy=qS4s|wMA$!}gmHLrwuse~s)7WU0xo7I+AAjQOyxXjRPRIaSr<(;*IevPoSHBN zzaqhYAQ4~CTwP-UQ8kp9nvH5DdeR5QU_{_|aw`4JK74HfCuqe!N7sx^`DRyGsPh25 zjaxg4<3U2$5&_iHF?NSW_5~$Z-uTQ;?F_Y4P%gZwj|2mg0)f+0!D_og0&|GHRWT%$ zs}jdkp+8Et^(f7`mY)|bkue_ocafnbbqcJ+WDdY_`X*Sbpky0@VJjD9t&zl~;I5t( zu=H>JBQUhCgOo=j-CLDhD2JIKxs-tcbp~hfj$pJ{L^ejd+m3ZBtBty9@S=us`ng~9 z6}~Y_45V`+O)Rv9_v3p+Hu0iRYn%X9YRFjZAB1f>%SE7VjVV%;TK4r6qz7!23VFOf zjii<%V!rAmVT!x!eE>HW@Hei)FZDGX%)Z_+d#;v=p5H-BvXriYN|T%rM5qJnHT!;i zgE|a`N}ywP-4>|k>O6%76lc}4lQRiAsRbir4$4y!k?`e=u7D>rOGoJ9Ih+f4Y`T=~ zznzA%8R!Da6>7VROIUU*L#ErwHLc`_4c8|TGP7Z}ldg8#X;if>yNKj!P0mcmlKvKl zok{EfBXcF&sWg2YAp{l^r^pwU)|jp&sO}LI#KrlqsfkA8Xbu)+_TBkQ!lH&lUsYgL zkEbg%NgGENaHMd+LA3w+x6w)xB4`Mh)D9LV7=TwtD^)c1XeepCnx5@*Ek#wIrMc@0 zbO#`Taq%rdYZgMGI&sSaD6TzY`g&WJn^k^SjNK7x^Q+(h0X6i2O2UM^0FGJ-1*+*$ zOAe+x?|iwkH;$xMuAf?eGDd~OLq+i-++hceQ4iFb8N1KLItxYL3TQ#DY^cJ#Qv*L& zlo$rU+_lOZP)X|;wVy&91eY6be<=mw`M}5GynbaTYt+68My;InH{4hZXoRnH{Sp`X;j*QMM}y{kQUaUE%|qHhibAv z5=Ut3lKISzc^OQywZteeFtSO|6tv_(L*oN*oC3i{ORVZypVU#SDk74YbRA&_PpDrS zaWOiht9`Xbo-O0avIzHFVqsF!f!@~sX24VcC`K1mz|2lHkxf<3iVn2eiihYVJv0%n zr&5KNUB3j)Zb!GY!Ak-o0aShJCYz58B25-Cx3rg_o``mAhpVJ( zJv@+Joi5Ch1XJ(*imWq26usTr1&c{h>0&b(H{hcXL<6kgf>A*fP#0vLWH*-NrBwme z{o9X)@=66QBlxtgLZu`)pn!BI?=Xjrc?~`%H;2ZZ(O66}u>>ptlr&&VVu(qB-&uuS zhWijit|r(QM^W}`-3fnARD)C=EJFHOKKqi1Y#vBSU7z7r)a~HQlbjDJl4TN`Y!&$^ zTY%Pr?c^h_z~6qSX@$7e%`d8E~&kgyL{WKf=l%H5w5p(aq9x=O`FfXOd=%zE}1{D9EYH z?!da~fsI(HX+Vul*U(1BRCn0~HJhPz__(H5VbqeYxn1Df9O4*Ew_imZ5gSOJ2% zCjm?e!6gqn*{0(Wt7M+16QX)f7k2zMXNW8e1L0Kcx37xdevmayait;~XLp{*yG&g@ zM-tQUe)-N3)?rMZ)qrI3`k0~}X%LRy8pb~^OlJ3UZ4_!V&Sg=@jO)scmgf-vB zXsLwkP3>_Ci(-bthaI3=-B;P4Y<)2aSs1mGfD;4?5|QN{vOT9TzTZhO>vlA>K*rU! zQIg8fCQ}435L_X_p_I?cYTL0i1)!CBWT$mi_oE;6z-&0uq`(NRnNHj!J)jNDI$>7V z3|y;G?BR;hT^<#&giW|^iS40$1icD{Wmc%`#Zm_NZFXR+HLzA1bJzy?Y?=9z&7EQm z!9H5_Cl?7LFE3t1|D;RPX21)>kkfG$+cCyEpJvZz}(N&C42oYr(popw}j zewumVH-MOCqP{z5kk>LYBLYNVAd-a?@zP$c7h#f}HMD~;f?0s;Jr=2t8-cg8MiCJl z`ik_D&_ImzlLk3az`!tkq3+8*B8AYk;O>|mp@{QNc68AAKp3`j{AHk>G^R2M{D^9m{Mz9mHF#@xOl{SeC|4ir zhjSgH2tU8cCCMmI#f6@zOG!cmmPkE$TyBGQ%ixi|f^2w@L11yv-#Egxwu<41 zcuyv=kWOGq5c_cn##vrTzMUDQ8}SrM;W_g96h?KqMDIjU9yA$(+l>K2g=N|qwuZD@McZ4nuH;aYTyT@d$8rjw>-h%au=5 zJK-UY*yxoNFoVydAUQDHmIK0&40F9X9-*q{}Q(aTfcJ*-5 zxdwarz(-}GD0Ee!n+?@?uNkGZvszllQdfExMY7xu0|>@Ww^5E(Bs0FbJe7qaUhh;t z*}HB_S{40uEn#0-O}L$+fqbRD@~wK36Cm)QS?Fg~kHwsEqKJ}MVxyl%wxOhhe8nv! zMykjbai5-71%mYnX0E8T<>pe23Q!492Soa4sNc$0X`_-awFOJyc)Pmp7Wj~#>TZe; zer03Z?wSVVsz6#$0muqD+9YN;C;|n^x|%B;med|#a12Vw#o$S~ZkE;dfJ6sGAg}8; z;@I$D#&orR_$jb-{61DDGI> zl3eV*i4Bz5NSZZ-3KxqHpBK&XHSrBqbNyYCz^H&4(owiKc9#b`%<bUP2qG9AIl; zq2o4F3kCEc&%I6jJBYRu{EB~Md;Tf=P!;qp?kZ3q)6Sp3dsMtqo`uxcaYEg-y@X=` zZ0FMHf0`$>VtA2&Jge>UH9kr=nm`Ox%-eklQ!MCYG+Q!L46o4Q%nj}rg*x!Xy<kv3^i-qY(^L&H3LW5(B532Ypqu(Wi|57`VeAUo$jl-TNn87 z4K3n0)r2I+{YD~5B>~^c;ISMfh4{o9=Elwk%w&V$%Z7oAKjv55vqNo<8Xd-|mX}hN zXVrH?N3;7kxz0t?;M%wO3Yu%NUFl^DAOlu1t<@Vymdmf2+w~7yVYFC{0@5IlC*A6T zwN7bwc7I!|p%ItqM%7Orr0vJvQzjKKnWWke74s=YGg(&a6(fl)6A5U|S zrks(QwMC_Fix%8=tB@g|Bpd5@qGubO!{ON0Y)=9`OG^Ij9c95#bi^FX`~-tY=+fRD z^ny1CTd}O`DS;ABIKgLnb+7hPcXaMiJ7dRoOvrG2&0Wm(&|&W5+Hhxe1>51+8fzeW zHxw{k#0#d`Y}}p>*LC)W;WE7JCyZ@LF8apKYn!NQAa#}NJV<}AA?OsKP8e)GtpIIJ zR%e`50e65G3lSiVLz)6NQQp1cJHBSG+RyA=G}*h{t8Xk`;pveHtd@#h*eIsEup^73 z4ltz_%3#u_>zTl^D|4|6`=m6KH#T#S!{mUopOB~*vz^fp6CVX}VBNCqK@7p%+DZn8 z_%MgZ@GI)>9c)sg-c;Tk=F}u5eQMk|G3cFsv@aZho=??x4q8W(qNx?oX7NfgzH(tl z!E9|-dcaHa@G1|wtLDXGQ8M@r^3kkBx`*dQ^#rRSa_U0m*`b3q;*OQs*{Ex_z>VA3 z%)qrdIaK0%Vz@cF+Ny}AZ+PVzF7_mtIhu6?{90>}v3oK?&{P7>Eb1%hdX7d;vZqr? z3t9y)b?9j#L9{W*qQMxrquzw=MeQQIeu7~LHpF2r(M;2=A1;YK0Y_}6U=c8P%PA$` z=m{}F*L95)`<+i%v!pAcA%J+pu_w#HaKUOFso_-_9aVb3_|#jPKRFbVD+$H)IikXw zqaEWxWiMHcjWQr*l6W}3+h{!9;rY8J3Y9P)1wzh`wCNDhNjT6s){-@#3=@gaItcHW z5{`Dy3&QJv{`<=x_{Ct#$o;Sx)wb_S-NFfYrnW4KwaQNR_cc|CkgHmfA54CMZx^CD zX^~thU^qb>)TzO^5vz*F3eCnH+iWdL}NM-zkJmb>P-oC|$77 zC9wExK~}qnBF2z~u&-3voY;8;B{&dZXBrsz3DGOJbc>*(P$(_#Q3)Z*$Oqb4RTRR& zyPVBJ^gSJ{+5=;f(UOAWetlDen6(W!e-hkT`?UndhnKf2zh&sqq;Vk&N4!BO2 zFIq|`zgNdIWvA=5XJKd!MoMlWEb{m*QpLK~-szS`?3x;)+1t_%TpTD^4skC&xL!sZ z#(+>fPG{eCjy%zf5ago%D1G-Gq#w*k%^o*$RDB0W0FlU03ss604hHX94VEJ=v3nf~ zq9yhgnSM(-DhaxEm3OLDnKVdNIh+E8v|WK<)g(o4wc4tPZh={z!8`EcY#>s@|A3P; zlE)qYsUuDZwQh<_1mn9!^(xU?CV&Br8_GK|D>{iexAM-6m@&Cn$FdC42f~{e%Y)-l zNl?uyp^$8=ge&-x?B_CtVYaQhsjX9>kF2X#=S=feX3& z3;Wmy4sett>LbHZD#VLGLwNpjDzpw0v3{3+te6Z3fdrP=c$J-k0hWaUJ~~^YIa;r_ zsEirlN=#ui&Bg7_CERLK$}D(h%p3`LkUT%bRI4UFAHw)B% z*=eV=S&*ySr5h`(@Z|~|J;$WlUk?mVOU;~D(Yooyjlz(Z+4Xsc(6n75BL%$pspJqs zc1E&qyOqxZFg>ZWv2-ET$XQ}Q7!e$n3B=e0Iu$X>$2^9eJF^A1Vrk#i9nB&@qJp;X z@Hwdf$-9ugZmI-`laoC#ZV@7N0elBWt_Oto^w>65J;*nnRN<3mm|CD-f0F~4x()^t z&MW<>a%2wE>nH6Gw%(a0|M3$@6C$0}k$n_plL77f~?m95Ig|wc8 z9Aa0^M^o2`=*KiImd@lD1c`ZP(%qkDWRTc8@=m=BUaS&k%h4n3BM<2mtG@;)lJ&mQ z%L?#j-+_52`cjA#4_ubyuPj z*PaNV#Jb1@(e2S*Szsr&&shzhJRy9VDNzuFvmG&YCGD z;6rNIqZQRpuL!0Zbm3;ldL*HWph=f{iE$PnodYM3mcj-uP0}YqZjU4-o#!RX#w;56 zU{W@B!b8UF)Xmc~qjlc~?{u z)FMsoTKR_@D$yz_Ybfw^9wBlHVS|&zkKXGJIz7pD0HwV^M!_E>S@&#$KX?Jd*qrvm z%$;_}D8x>8I|3l3flU{~!Q?&^3U-WVELeM(5h^HX^DKwU8;Qi^HVDI^LZgKjAxq=_!YDSGu_X7_wx6+$ZIcP2PRiOvHmrJLM*c3> zQ`zDlhKc6+C~Xs$hESr-OEMm6!2gxOdkHv;=*01&ojEiusTx`_dF3kvnA&Fy=nb^k zH4?8ml?_BwD@vYeWQYa|;`Y&@Sz=ECBa$r|8CkFtabGLQq!}TGW*Gs*-F0;0fsSiB z+h)%uQ%9+A6urVti1mn{xTqg~P!LXm7PAGvLJzbxxIjx|cUW2{z3rF3OxsO~s{IH; zD6mHtFI67a7~aW!ivm5H-g12)7oAz%p=1Xd3FJ^)WQ?t8UuBSk$u8}*L~u%ruc0ct z_XzO96__fOY7cpfJ)~l#Dco433;pU@^j1?~)pLYZ%DNYzeA5BXD0(I4Lp5F99JNju z2~w12Si55nA*%GM^LNP6=~(?c99<0>asVVdY@F{uzxdm^sRNtz ziG(euG<&-P-~lOa_Wh|%2g;{ z$7b5F7)i4$#ydC6x?O`)7Goe3c*ko9dKW&ZVMSg67L7|=7B7ECcbpF>iZ6u->1)xF z4gPk7Zq6{!C|%7Yv67fZaGqg|~WwUDTF# zQ5$b*VOSuRfcLdz0vwgtL@!FAmh6=Oos}X}TM<$-tZ>&&vUXzTY|Yfjj54+hJl9(t zHgNiyhytfawd0htB%0;A9^G5u9&}b^k|CMRpkfSBd>TJ?CPSc|Nrt3WnttpUT)o<# z>=+l21XQr4E+>N(AW2(A)5T12Sz(ZDkh`8#n{_CXxC0O^M>-%(Jl8$_lSu4LwHYN4 zJhKUZg_6?4IS2+f6vtpKbmu=h4h`;ibr%WTj!k>AG!{}2v~$e7Cd}ZWFt(8RMyLS@ z#Q>_4kEgAWCNEh41MG%}n;F_6b@TNV*N#XOaKC1RTK6;oJ(jWsO`woT)HvP9>uEO1 z(jW$e$#}#xB!?gdhKjXN0ttqes#LD!-D=RGtn|xrQ5H_^fVjw@j*hA9)XOr>FN?;E zpN3NiX!LX(*JO}E>kb$Rq4b{FCMO*ulJ{Mts?99!#3SW${b4{P?Mw#%()k$-kmw}Z zsPwpdBT$Zx6ONigfv=HlobUZZupJ?xI4k5;K_Yk>%K88==}{3pu2nQQzpoSK>qQBs z0uOd7MtUN`>RzL5#CdX0&DRC4nX5a+ZF%zA zY?&2zJ4ax?i)|J(NODRX>h3te0&&V!9c|_`p+xSK7jGaIo9s`36F{e8^ntI8NNor+ z`-e1lQw&mApbaJE6!Imc%*NaQr|HfTDZ{uhm>2#Xc zSrMPY7NwyoNEup8s@93KJSyl39o~|gs#yv?&}(^kwh(C7*yL0cDj>Z|rK0D*?uY<0 zQlLU}@d}5>tFTq}4 z3`tq3HFr0Kf=sq7hYoXz{iH>7X)ybpk*WN-4c^|;2m9vgClPcj0^-+h_rbqHjq|_I~my8RGF4zHze+C3j zucx2Z!y6a#I3wy&Oe*{HSr<0M5|Eql>#u`DQ78!fo6mOfE0U`Q#zCx?>8nbJu@D!= zm^H)mhbA1LEl#mjHI*m@n2GSHC~_`dvwR6OVNwH|3cW*Z8Huc5ZV^`FuCeQUNoZle zxhj?Gjv;Z})Ow)IRy{z%V9P?#?C?S*&^>no6#!5K)Y;HpODoGH9L=Ovx02IsbrmYOu|+kYMxq^&^VorFQAf1VM`dar?Aa6;;;0o zE(Q;bgf$p33-Xz$2Gn{fPu$8l^?WELHT`9H8j|_AJl4b=_C*S!rje#GRTfrO!4&^!gi9w058E{`tHUngz|Ep)*hu)7 zM@UtHKIR}UIhmy4!am?yf|1}ti3ycZ?j zGIa}-LcRd6QQ@f?8KtA06T`Hsq<3ODu_ntR8)2GE&UzF*DlPp_e9KnXW2_SR;PrRl&Ay#COddzzU{aRx6 zq(|eOFkdOBOli0#GjVC7cBP2vq54DAt?m^QoO!vX8Vu=GmW`WGN!^lKCA5RrP_6ie z3DN4)?Y4s~fWRV7n>2L%KqFyY4NgoR$>>QkEB~Q)e`X;3ncx>QoD&?C2ln5=o!DCc zfMG?P*;sBIBkF2?>!)bdp`Fwn1!8ugBm`THoL6+05o?Y2Q4GD*f(Pl0L5ZcYNs<>~ zEO80UX7duZi_y7AC0_Ul8X6MXseuHjeCW}7U{)ZB3j3-expEN#9R}hc-rfS3h9W0O zkjTR=%lNIVBtY$jK>!3|{hnEg_XSc}vq~ux?Guu?3LTxugU7p2kp0Oo0APKAO}LR} zk`t!SXBMZ7*L_V%^%rw%JD5iq)0ge0o0Aa2l;0zzHqRH9VrZ@uDYi;SDu;5u5nt?E z3n+Bg>MrPF9Q7EbV`q}X?2%Bz4;2a5F<~iVmi9E3Cw=N0)xzUmaa3Yp&-jzjA@1O; zR>N+`Dw-tT`3L66W}b$%Sh?9q^ll=cqV~5>5}_SIEE8{Qik}FC_N`gQAla0h+cDeK zI-)WGSxU4jR_wAqt1>qLUSXy5;f~4=p>{t1zVGO3oB1;jE+dyOk%c3yUEzJX03(|)rn3tMEv#t*;=29`$$XG zOXrm=%V~&QI;tfdijvw^locO9OcX2d+zMjJpfK(3g;4g4-BVP8TA)+>tI$wj>NCwK zNcXkd0-li>%&ilqX(LXK`#RWK_`o#_paB~;keofGVEKIo8X1B+MV|q5#>B80J6}xx z#yrFo+3Jo{#8T|bw$=Q&u}74V^_Z(Tq2^>_M=iB<%CZHlVnQ;vp7bWj_6eHt=V{Pa zRRe?$6*2(scR<6h%Ib=PY5-dj#f0d~AHa|_>X@pdE};g6 zYO_{r$$8NcK3?$Wh0!<+=+ZNmfs8GZ6V*8Z#;LLH!!RTNakGr72<*NNHUgG<_QmMD zXq1XKg()SPWz+fPH@RXt#=waH(4dpbolLyYO%-T#2QQHbZ=7aVf z{BfDMteAwd*s;zG+?C^OfHK^bg$~nf!s*T3NyYv!M-n4uY1R5jF9pngmpE!F@vL|0 zkK0^zVr{{czs)K7w!jVv>h4MAT-`@@UD~DzlIiDXc3uySzuCY@71fGnzZLFXm>{=0 zeP9x?vEW&(;wOa&kXxZhsvF9FuBY7vjzmXdhEEaHeAAhNU8EYi-qB}evdo_bq3}(g z$?bqc$md%%jF?;A>3k#}0!+X~8Tbpu+E^WXA_X;i>9#MEVb{N~-*3X<@ET1e`^={^w$LYyJltrkg(qDp00?_94{dYT%k zXT>t-TfdRb{hn`8ji&&Kl32xT3-byi;`^P8ps|^*_iB%TSNu0HVQiKJAb)U&?>k>Wbf|5z3zLb5L^u-c5HU_A19BLDZdpwvW$zM_ZL>MP zC(f-F+1#RVYE9pIUjE5@m?DaoY-RS>=`DGuf`oA0Q7ek(RaB^^uAPx9W!Naj=~6*I zUWjlYUF8rX_KwlCSLm6}J=$v=qoC#pWVco%S}|#vP*S_&Lc`I8GkQI-iHcagHa3Ji zV(_ZYwjp#;Y-O{5D1srpH|@f&Gu9e3ga3rI6Og^0uO7w z#Wo$9YB^U=jLA}zbz1CyWz(*vx=zM2MN*&Qz((oAqw8GkH>N5KW`{7EoRiyau zb@C+(MU%E7o8gX`zDgV*s#1?c0t%G^*z1`YS?_@}R57&@@038PEnXunNp!g|=hfHH zmt*gS*22^};D_S6ipJ7xmg!|IX#MycdLEmr){i8 z1A2>2%G^du|5X%M)uWAeuhPmk2|j+P{*h0Feid+*^j1+>LtEC8fNyK62E0)63vHux zWI@hBW?uqdH&yo~Vgf30dj)ZApcawIr<1MU@70@F2H&+L?5l`l9hDN#S<=+ilp}M_ z(*Pwaa1gcx(MZ33O)ER$8rhvuRMh_B?wvRp*$ zAH&5@Fw;?y=mUl=Q>rRiNGbkcpQyRvT8UXvwfv|Pq#Z$BOdDU&=zp=c__eOx+yz&X z%CHD>maGT>EXf1j&f!us4Dc}O(TW~Q1r$P2!zGL|9H~A4cHs(IX$K}<$Q(q3Y1PbF&@wq^KC&%-Evg1HGh37e?d>00$h{Q{=mWj8D-;o>Fu ztg9mH5KhDZCbZ@Oq`rHRMrRwnu!>qWQzR8~$Og=xlC_@F-Zc!wIWA#WOPDUx84J-d z;dRD3vYfP)A?Xd66?v1HqB)@|S@8PO#8 z&hsKfTC+eNFcM4aAy%;gj3#fBbBmlUwTi;I9-IpzLWxC6kg=r=bjn_OHU2)S{$WCb z7XZHfT(vYB&x#36l-2$9!wQLdrKdFt2}T#;*kS&upJJ zprFFHCTOT*E4b{c4#jqFOVTZr=KqZi(B?0KRNrA(pjaQ0OLUFBvDmns$8voVO`4P} zB+s?!i^1I(u5sOkPahBm(zL8(yVF#wdgD zd&xlmI(*;6@FG!Jrx(Aeyl{ z*%qZxu&;478MD@y4S7b^6idLvo_abBT;lBnM8PbRG_V1LH$Nrb=Gi)?Q6wr@ zGO#Fg2+KmHA8Z6$ozXEIBi$VUb(QjVouv7BYD*`L8gRg&hbLl`z{x4L&kmKyGEkb^ z?#JOC<}=w^bnMy!VI_>kZpB0!5|<7d#bB;3nZ;`&*}qbNWMythlTg!KEAjRkf2tV~ zf(6_)2DOe6_(8Mph^3?+6H8QT>xCpn(8EDcvOLDws?$M2MX;4gvN1K9mMVHh&|J*y z=0Z?qy6k}(m0AQj5ph|>`w6UEh`UjnW%GfTs;%xmXSo4c^0UlKVm6s7N#R?^6h6{w zCQvlUuQe)~9bZxC3a(XV8+nBg-q-T6O^cS&q+iQnZNci3)iWu6xv6{=Fevu~fbu1K zgh5WTU+WpGYBHc_#Au+U3y+WucoD$BwERURAboa)pleP&pFto6#vnDPfq&m@J zxHA9nhb~rku(+8kJL*A`;@iLiT?*8iPL#|yruLzIN!EhfOO}onXoc>I-9cMxrSzCf zUtp0{1e?oil5t#^T;M&dhI-NF4skmyk_3nu$zbB4(iM5~k^bED1+tTy@jT5rHQ~>9 zrU0B%l@c}o8%PSdeBuwN5>i*@2HW-yf|4d3LSEi^9gtSBi8Ucgh7lxL&p@0X)zrD@)K7v*{b58P5 zq9(EvBI)-Y;vH2&U1Ch(Ts5gzD?ox!1juMP#8T{LtqPoPAnWxz|4I|F!97)vODO23 z5N*EqSp!pYN5~+sXW&@z#nB3|5}(c1GL*NM0J3Bq=(S~lov+(kWoXDu9TA_V$7D#y z`WULdmqkX|>Sf{*t(?ZNNnVrbh1<1-?Obja#WpDbdQYkZVT8rGWmV>`35!Ck`pzlJ zHlE0hc`Xg8g-G5RhC zV0O`1zQS<>pt*2>j()8td~7ILCf`>gQ_B_&Hp02NcQZ z$}F7FL(PUK92pd-ngiq}5#TyXgUMqvN7$4+JLZl(_n9c9PO1}x>bsRfkkCbn9gK}} zHoUk42{a~Hw@_ME;z>@}$`++8?Z8P8dN4}G%Rb>ov_M7r#Ci)iE~#M>{z^g82Zdm? zYbYhlqC0`?+1^spVJKdZ<-YqXpZjCPQG(Gf-2!naU(nx#-_c|CLuA+)lIH-n>Fmn` z9=viqi78FsHM#tH`hrNLd5=y~&ho$BC2Ms19Jhp!R$F{HCL+8$8ffDxQ#~9~Au{F; z&aObjj@bw70!K9ptoF&4S9epsysHA$TwW~F8Q#V~#M}wxG~vD<(&3SO1T!++K8Zfl zB`H8cIKM)Q;76MH;kmzNwzrf?oU(0|NX;hUscz;TBp<=lGp^klJyyOmUoLVvxkW>! zc&O#*bvw13!iTLD9J8}}2@iCeGZQkPsN@OZxAfsGfhWYed?X^< z2GApeYFN~>Fc-K|k|s;}^7TEsywdfw8b6TTi|GYM9U)0&j4cd0j$#$IyzFEL)=bz{ zKP=5TNl2_ZC$NmmvdS}KLVpF;I_q(F{i14$y%pmE5R1gVP2bOtYJ?70n9}rB<~8Lo ziZGm&6xs5Wam;s#t_oX@@f-b!ayr9x1-|12Z6!WcUD0VGwo_x;XwFt^GsR>{LW4^x z`-(6X5!=il@>wNwWVZ$u=_AEMs8HG{)*}C8>n<5jPr#{|gZvJ`S`37Va&EMl=JAW9 zJZYdE&hY)r8or4my73aoQJ$p&p^Pt#=hchI@&p4NH|fcFrn@6GAiiqZXI>&bdAs7T zxT%1yNe&k{4qbbLWUZfbn~;#HDe8((+?KN-lyVZa=*~7S-%oO~pNr!#`zR%3B z3Uars=6)~&tGZ5zvFfntk()sD4=H#9NjR!ET1?ejh?-x@F5f= zK<%rQ@Cyv5xgf9mXl67JwViK8m;k1Dy;ox54}XSq7}Ku^**+s}a2em4&K5))5ha@c@?Q?n`kT zD&+&BhNXa>0pb{A+meeYJ#E|6xe>umj zmGI<`$YI6A2&F`rxoYi3SLxNcCg=z^%c0vBO_Ucf%VeE`Pi(bqT13E9)ESq1Q*a|j z2=a-{tT%+KERIlW3$+qDDlEVC5oINW%SwzPJbOm9)oBV%rx=?OuM8F51X>X@7^2!K z)-;$H-h0r8^LJz<9WKEl7WA!o00Hg2(z@yy5g>&bHNKKwp=cLZ5SirF-+Y+pB#*ig0A${wGek&?jJPd1#3vkT&~`ZF z5o5_0y4Ch|cmB#X-q(&{_pOC^LEGIBVe;*P{02TuLLCa!M%F^d{?$*bT}opdD*0GL z#hX3x7N+pxwEm!B)6iFwXk9)Jp;LsItkvGA@e8n~L)b3_wL8 z!qABnT#%W9Em}k8(O_f41@BN`!V;%jrGnS&LMqT)%}uXaGUFvq?|y>rLjcJ!beQ=q zwxf7PU&XiErH&bZMam)C?5s;K*jBib%zeoK>eco><9kW8o?hv!1!;}OV?F}uYFqp) zqPKZ|7tT5h+~S4XhW9!ltXFZG38mt3i?$oEwnXvoqgn^`PD}?ep_$fX;_*Z%LZI~- z?KQKaXC~_41K7O-+{(l}ThC^pxzj;J5Ju9lRxK5nlvYx_qth-d&?-FKm8PXE6&d2M zGn>a+9XgZ=(3lseVCvLQ4U2^F8hQ*|ylRlE;iC?;s#JoYgS|ya%_x<^zlK00k&`hy zbI!*ovXi37m~$3$(JGI?YderkI+;kZfy*V{I>6FV8aLMT6tvTcN)@TVk%6IQkR&OT z;gfx*A-So20mKr`H7p}ulAL5L2Q4(&LKvVyEU>FP;#$GTgq2{Iuj{keXqm-eTfodG zcBQ>tzMJtYLhID>EEi>btx#*?{Z1>R6#kYg>jl&x4E1IsJd1+_gq<(Jn-DXMyLA>)N0s_ziZQWDU70PEmbWgHRMsj)khT^JIdoQC~qWwQN%~MnY)Lq zj%o&?x+K@alpxrI+!j>S;6^7BJ!2EJQ7X`)AY9Acg7D6EiXZ5iz~mRbMeRBCk^mGh zHC2<2w0g%*9>je;1U}ZuQF;qy-ae`kLA;@mnyY^iG5Jgp3jhUPz0n$)iFHFC-0F){iZ7gv* zxB)(5Oohox2RG^kI_Rd5xi7ns&J2#RQfMoB1tOo3|3KPYsIMxFtYNlG4faX!(q@U0 zsfIEGR`M+9zOoOY6cD%$pkoZ7R)gJ=0U=j%l5~cJ!b#mp`!Eff368LRdaYAG`Ure* z?i^Po7mIYM;~LG0!?Hh4Vyi-8+JPp(L{{{>pOSAHZcF?*cq{z%Ch%>{ECQ}t5;7ha z49S91Ak`8@9`b7&@aT0FRn>eLL5@WSfC{WNHX?AM1Qo^k`@Vn-$9ZIO^5!ZsMg$kGOBsL&4I1EVe^mDza+=dEpJmvoPl^eXl%18ZF48AS}#ZX~$XD_|FC zze^tmhc0xlO?~Pm_r==?SLfvMXOOP5l75 zvqpY2&VSO3h^SZ_BXy6*a|{dXEAe8e1T_O0F_$o^peL?E@qJyT^^0h7O_)qbwh0P9 zg^2a$05Ogi)aAszlDci6%aGm?7NTyi1Wyc>imyeG)xg9u(?Qg0(iYPEA*_koE@?8c zp>NqT!!th1!gOxD+iY)Q5yt573V zJ)d)1$8oHp3cdDBZDNp>-csMOzSl)F`*xtSO;}-_Ln~;qb@52OAiz9=!$Tb|l}}W5 zvOvSwC7{AB?wHRhrIe~hU^V%E&`RBH`IlLd3Bs`r%3hL?859lR+j=6-QiVbzVBiG? z={E$C7HY1sH1LVWy`Mf*BtfO9;KKIAZhOP?n-txB20QM6Qyq0S^ z_f%wJO&%CS%Ikoy`bq4uyAG!;!VhTkofqJ=O2`7$(~CYvvLVYM9GFk7TP&^*Fnk)o0yQw5 zCCdG#0_Z8)#7aups_L8e8d>F+IjNK7V^u{;FtkJZsBU~Uh^7R_gehI}&9}n{rF0!F zbZnh0Y(Xr|PP6 zZBY@aI@Z@61v;s5xl@snzwkcO)WghEK)&Y7#U6 zf`m{(5L`?kfu^l%I5rG7(~VYxDgiV6Yy;&R!+58Ib&1^-sf6;BOU<8T0trv1c!z;d zG%l}!+a8^lQ#F9nNz|IE)vllf9M&?5B>=jMW6jjdKu8dx0uidLie@6)CC(CcR$!JI z@bzL#y0d1B6aDBQUKrpRjTkHcT2l|%i?P!PR8){lN}^g~rTPEx3h;7#v!fva7p zp-eaVQIFY2-Q+R7`j*2kEMVD~GE#gvy0(~tAebz1WlUsz?cMJ zl_SuF?PM_9MTG=OZ9g59Yo1GKQmb&{F2ux0wW90s(CP$xdkRY z*G|ePmECkAArLz3T-3pb1n?wsVq0M;+sgmzQ^A1Z+U~6jwa+FR0_-6UltDjt7nzxX zBK2uE*LRq%tpHFwLWlVn#XOO>l4PHV?!>T-!0j|?cLl2aNmHpd43rHhB;JM!1yl_K z8Ueeaov0!Ya8A z-PlMJqiY0q>Jn(;WF9Fm1YCWox?p&wCZ^uKM|lS|`;!EO9y@4TrjeVqHAagSNJS}9 zv7o*k+Sx@+R%L-F8PFqSlJyLbylyQ5j{d$b2Qp`Q@+oQ1z6h7J6E`8NlkLD!DQdkn z-tr;oT~DT?A+l{0j4V{x2^jsHI^*J>@vI@mDTilRk*y?x8NR+amYvX-!AXFN+WKa7 z@1#*P%xGAfK^a6?9)|R7Y+Y^F5mbC%i!e@H3;i1N;!F6-0AzCW&1|)RRr=|Exu>_&eXgH&ZCg+r4iasw@@ zA}ClX?PG}$CmvHM2uFu|j*mbB%B0gD}EKv#%6`NeJDo>{7#j~lrS#Gb^jR^BQ`2^SkL4lzl$2S4!qGh`P%KHf*^lMureCgE>oAu5pe9qY1M^7 zC^?5=?Z(d3;O5pBlBv)`!~pqq09XP)QS*#iPqW6RN$)n4cCi0e!x`VQ{oOCYe=xL`6lFH;Qsoam zv{umj@y~z#R5`KaUmm<_qI6hG8=fC|@**-5DEQ>+!>|Ef$wfubuExS`M#;FL!Ls!U zEv42n@T@?rW-p`yjK*^~2TjW@PccMqsU|=}eZ^0m4fse@GH%B%g83;2Y7o}rMbtb< zfI>YvXh^dyGt_}W1d7i305M>OVuK3j63Fu4=n|a9YAk)4ik|3L4$;TPq1$#+Gqzb_ zVO?b6I@NfTs~2p^IgkpQ$m4&$WYTGAmq|LxIedxvcn;S_e}7$1=Em|TH_d-AOgGo+T=A>x_GNt|G{)ffE8KQC4RG zx?VQ2Bve&&r+1)@$WPTqer5Mr-J%0nbV%UWO&u=cdXsz7ewPH>^7hA}Z@ZmkIZLB$YpNZtUoavZmOx@TQXQhKq< zx`&qRXj4w&eRR44gq$rQN_|-U+&g#cBu*}?-j8>~3yElYjwrK~m6#pt2|Vw1VB{HTwnH$7DMD#{Bj9>K2Ny5bCtO~g@`CcT$DWo`6^e!asQpaIs_iE-PRPGr5Q z@MWy^@td?mj|#==t$7}Dm_#z}K&p|XM60bbC%8v->h|QZTu?-`#2sTK41?JsA=zAm zWQ`BH8C!(3N;pGXk)nD*+%S*hwWJbgS*mVi^l*`qyu(y>Z&jybbrOvs z+JF;>G`%F;6@bWy+s=wLL@_IO>lm1>uEixt9{KJs8t&YdvXsp_r7PlPEf2-=)%1WC zs4X98;k9cyCadAx?eq}rJ3J+~E+?^~J;WQJWzW1k~&a>0}wA@llQv3XDt9$pYUCWTGTgJz7m`l^%dJ z0PU3cS`oE8gr1$L$WR-xm;zAgpJ_aTtnQWXYk$466ltWbx z{8sC_+?QucDb|2gBz-xU1uZ}RfhCE@%CsJ^o1dvE+^UjMg~g9r1PPQdL%DC%0-9wU zhelAY(rO^{C!S(lIlw2DgpGEX4hyR~yx`~nM(Tlkv{lKCopW^C(Zemhwxe=JauFR& zm3+ZOiN%f&=_%k5ASRL_LXi)Y5zM4PfYEh2*bNnQH$v^Bi0A{3whmbFi@ZyJrUa(AZcj2TCvm{o=@xdR=`=ptkD_d@3ZHJllEHk2)=myE}83vL;>t#!eX z43jdnucLSlSMKx(DoSgkFxluKM5$84RGr-w^%+05W0TJ2Wuh@aB@o)Id=Q$gKo%({ zRUG-hw@x*y?F2!->nZpV17ewm5PDl@sTmKNx7!#og+P(&%46wrV_yXRrgDps0&{7>HbAxj2JV#udOTWLqfc$M< zc|-7)w`@zAmu%`;3i38(L8Z#)O}>&Vn8 z!V=1fHI*<@J+)k9MQ~@0mM6*_l2WZSY5|ZQqw^&WqGgz@p-x?ro%#F-i3@wGbMuoi zOi`{$IN*@ULH)vnSed|jTQ)euPc}*J9N_DLSMQN4NuYU~J7Q*#w%$7%?FydwGsV;e z6LS);fdNYEtrTG=mX-krF`~jbl4VQdUtP+3b&o2AFPT~tQq~BjBSG@?g}wz_Awwa^ zI*pFZAQ1Qwg-D-&Yd0ZC^Gf7B6poY{MwEO%hhUnGTq1l$L+^<{+DcR^dUl)x<2O-(AuvhY=Xlm>63 z>1-CO{?POXU9kdjrR!0Xy4>6zc#RG1jFBQ?RhKI|SF9LFQaTk>Z6q4;bmFWqv8+xn z_3Fr(M-v#T*fO=u5GPEoYnXJLSXs$LERT%ZjE-5!CINC92V%`lDDb;niW!yxs(><~ z|4PZ*0x?SFt1i&idB3b{U?0gO&()qP3Oa}{02m_)2xdxmS$Q@zMZ6+XYWFF810Pj5oy1!}d|9q?GCAGdKz^wP z=%O8#8Xg=~>8-Fnd3Lm2-+f$C`*IJ-emFV(Dlsw!({^AWXNg_GGoG4@;nkKC$1}gk zPH+n3D?ey1GG0KejA0|{liWf$fO;o=oj@}{7iST*QD8c!o4Xe0c9u5DW;Ul9j(}=I z%T4JRC6Kn;H+fB5EsI*>xR%E>$ruBpl2 z1$n6BwEecqK)KCvm^=aA=&aSkDPmC15!gJ@2p$y5Mo|LWTq02hDgI<{bsBR^-jS`W z2thum4N^~3y{)0lazy?$HA9yBWZ z*K8T@sxz6?$F-W4dODXRI>bV{rGYFH@;d6MGk>i_TS`X>z{Kvc4f6@0l|iX}8V8BaFi=-o{b z3cOhZxR5jr4izW>9D}f6u#-JS86tqaRsy*KMfPeXxf7CjQBiyOdaySfzS%q7Yl?K0 zq4wPopx%jryQ`86CJz?iwh{-if^0WfmO>GGX7Jffh2)1_b>KSP;Eqc>;IG-;+-f9l zk^$|_d>4h0o6t$0@7P#5L9^J021`x!AXtg3?gCs(v9J2lbwn6me!KGnxX5k`wN%XF{XVH8< zmay2IXoJy%`y5ChXjNH&YYsFBS4ytc#wIH*uRWJT$D-w6nBeBJ+w5T=M4CMTRS-~uR4e7BgXUcjz~dp{6D zCxqdnB}iGph^UZyCo)T;*{9q_i*yg`sGp@f-mQT=!8{!BRJRSFqiQZR^G=tv(I4E; z&<#sVGLBXGW2@pAnX1C8cMG_Y7dSC~Woyr1HM5t}>!IdqLv+1DhJd71g9_n^Fcv=V z7@2aCSD0bbs|xrW<6=W@*sA5Cy243#9MH&hFc1ct?Htkmp-Hf3p?G#2O0?tw)C(~E zr76NVA)+fzh3x`h)w$5H5edsCK({L(`7vG7w%Cw%_oDG9@q;^{a&||`=!uz2)U*M8 z6QV#|Fro!SZ0hw>uz}7*-J@>u*#cwHb7Ue~YM0Emqp&&$K+{J|NA6P_h4;R$2#)A= zCY>E@uR2P6ck{-m;a`?Qj&#E~1f{4~aYgrbEWCjY7|YoKyj})Ea_EZtyt^VLb-0ST zWnb02Q@~^p*quW6D?ATQ>z1~6&?FT20a5u5VqeL&aq@&ctM-~5QI*7z6wnouH4ZzN z69j5bAM5~#vR2+-Z_yMW17Tc@5pz{1ZxR(}Kpuy4giKab%YQLbivcToR>&I}avapM zpQZGb%e1)?7N}_hON3dj^I}I_nr-A+M-Dwwe^imBtUGm-y@jp4CRqly4i;IZ%@eZC zEvk`NMHq>hY2>#;t+GJYd}1{kr$?$=8FJ>S&g|H(%UG|5tga?`)ea^t+LR^qG!jbw z-`zC1Ee5E9?6fRdk9Iv{MwD2eLvBT&s9xP+$4m7ho31cZ=ZKf;2S6?D@|b^{4*VEH z)j)#1{v3`a$FWFPdTcs2fo?dG8JXY?C``M!t!j|~hb&h!GSd!e@Vw!ZF*pLpcHnu~ z$3DcN@pt1c!_cOD)`65c#|)+SDo8NU@mfykUW9BUy;?+;vLI0?3v~GQ)TVVa6XaI| zc?JjAg*UY1Jk(?GRnUqJ1 zT(1aN@g)*?h_Y&ZqD9Lk<3!enfb@i(Id(gJ(^b`eo&9NnnGte8Ac}*j^**IS^bZ)I zNHC0L&_kD2q)JN-@5zhGaFxXPtXnU&e(H|k9*>al>I&h>Bup5NbojgWvh$cFZR`QJ z@&SkJ=LHBtIm^by``)3|&1acjf%p>?a7=kdk8R@1^i9~@_q0C?rESPW$pk0GUOrk+- zlOwPvh}BE0bw-^CzTT_10q>!tYA4z?7;P8%D2;e~SzEO)A)sf0G>cUK3vzl6jndn< zEEZxP3B|4(sb~Tc7e@r|eFS47maVmD7~HZ-;wA^%$T*HLxitwRWi=CL?m9xU@(E0a zl!oaJbd!m(KI|%_JA$t4-`r9Z%U0zx-t#_@Qz=$MVI2lZLk3?5th%bXfr!TPsusmO zLT`}&ya}SOGbRU+vYmk%#*!?l6xdBvBfo7_pEI_K@UVkYP{5q5)RuX18<>Yo#O3Yzlw;_qo@`i_@rve zF`j3#)QEgWLh3nYkXJHLgD&~4m>}~1bdhq&rUUh*h5X=Yyp0kVgjE3w&4KiF=)0&} zbATE{r%M9#hz0>BO2A}nQN~mnBgAso#sLJr`tb%`vRNbDO2vdNR=bP?^s_kCdxZGf zA?ZEtQU%!5rJLF}=174!;X4;1E^$!zRT14sB(mtLE7cc<&KBed>W1GAL3#+aa$%J% zyFT$=u1UI)G|QvkR08ry&Kvsrifk-gYn{+Vy9uM%XELKn83L@qS+!Eq<}J>_naIOG zRlo2-I(A_>Azr11z!VG%PI(tC#g8*cU7&78ufiK)Vt*+I>fc@Z4^^8 zb!nddSV)X(g4F~<%P-Yt@dDND0y?ejzp{MSceKa2N? z$f*oiH>C@I2oBfCf_Va86u-48rO47v`Elb^;*oR!O@jHM?fwARqrk57GQ7v(5Sodj zrL0=Fovnq@r8O}N0>GP!Khb3`DfKQ~puFt?C$7L@ei0K6SlCiJ7ZmgSZnElE*61Xt za-k2fMrS%S*5QyY0v^rGzENU@NnyQGZy_OWY-9{oyTuMFGA7P;aUq?{rfc5TMwEz} zzmw+yvt(UkP92gj42|lq>XDZA3~+a)A+2i0Ne$pi`iYh-B*GZJLeIWHzg;9BdJD4v zzekb|)}fhZkzc?4oDteYa_@TrR+#&w6X{16i{o#iys!S%UsTlGwJP4_QZFGbY?DoG zT+C=qn2)&SKmep9a~F$;`B+z=bx9a8Y`b61BB$Wv0f8WDD{7!;ALJ@b?ni3=vcakFyr&Y$roWKE)L z^+=jl;9pkSzSP06g^_D*ws*V@q-j%XX)@5cK}|x`T2b6iYc>E^^3lKdbB$mfGugWN z@?WJT*MwIvAD|43>Up?Y=W6Kksm-Z)tm2rJlna@trrx!Y%2XUuD@O^khd5EzPf$j= z8NXxDY)LmaamlbO=? zb(>j}%w&ixSIOF)Ab%t=Wy)f%eUe}2N@L^>K9E38Q%IOpmquNj-VI{|DG4fP?2y&S z1>>an5F_gL0fc~cR8~iX$+)3%sFtZbwajk}-M-GIrG$49o2`V6)W<1H0JTUUpYf@d z4=Hzw0;V{BBk@muP)A|-rN6wOKP3LDpjxuTME3^!<)?D*p~FRvewNVwXbGL!SV+ln|>=7{cMH%9#)18v-&iG^rw6xS~tDdQ(ZL1ccpB<8s|$9G#U!8{D(Z-NVvGS$k(s1DpVvzn3oVQAtR?KAM(0x zYuS{E0N{#{^>R>E7?D7mFn zCI>LGYQ*FM>#!*|8iQ!}#7CPEPh^et;OG1!qbY~l6vr)*c4Hupfj3B<& z`+`iyPR*7^t*=iDXiA%pg}MI|p4&)Rs5>*2+w_(9vqiAFGEGp(LLKK|M-|Q@vFHs)Puv8lD}Vq7=RkdlNI?)Jv9x-RX_I!xPFMAKsD8k$OD`4vaAe?_wu z21i3`s+9J_nY4l9FZfuIdjJ)U z^-LX)Sgo6*XEM={zOioH|BUGA%H*yN<<{CYRf%;5g=(omJ2C1>Z-;g?wUpqFzq0O>fS_BxmE6B3FYJJI8f zwuKv@y?VXZ0b9A_3ChB3Sj zt=%>gh1Efaj-!uDTL25-5Q8UdZ4ftxXj3COGQj-V2bd*fX&QPVy^nAeG|470_$A?* zK0>H=A`w0QVqYyWk6`0#pDA<@PT;eMU1Lqwm~-8DOK+WcBH3UZzUxjC_9}G*mXIJHf#jrGV?yh9#vC!)PJlBf$VDa)IwgaECr7&kH)zuJwpZ%0fq$S(s{u zOd84ny%r$yZ4I~jRMvFyf`n!Qd#E_<)O4(GCNuAGp)h$InL`6Oe{aNH?d@osgdI* zs{vOh5hi_(cR;ifhe#5F7R^Amjot-1!X7tZTM7t7B>kcs^a#if25vOaE7|bC#%w)sgqD5WsfL(1NQ|e z0nD{hP~0sB#i;a3Lj!I8@;qi-f= zBdQ1udyy`U!@lUHqy@02BAX;xkuDgUp?~aFuPu4miq{C|=T1K0m&B(@%RjZb??xQk z2|(xocp}P6uw-B&P1u>Uk8E4=10O6D^=xbdiDNhrWipw>9wX#JalO}=Cx@$r9CPfl zBXf0@p~}!Mn%TQqi}KS}ou!pVunBPPP6&h1DqY@#9++e>E|-|DTVtgie|Auo%wC!w zPQ*bQsBFVKuHHmI__QK;ep)tI1HNh1V!!Na7Wy zDift5QD-41*2EI?7+QcQ@`7H?3(l0(rLI*}Jc2f>1L*L}Brb#T8kwCr{V%uJ7ah`< zBsx&m&4fzaK8~HT2(b!YnP0!aKNi&~8;0(nkW8E}QL{3|Fhbs%ISz^Yb zB?RV#vIgQaOpjqbHqmV#>?meCnUgr+*giYoWLOs#x8&s!wziikfO^U@LaC03oIw;^ z@-TS;hSZ92N*E-lA`rJ!VL`uYu#-lQfHwUWx3{N~`6y9nbnnrq>1RPCl-EUIH6fDe zL5zaX7~8pb8wF54g_5d_ohn1VNY4L?YkLrkwQ;G|{_Et#511+kirEtMC{Xh1nhdFE zODt-^*g>i!e&ndPamNTUk;v!H3o5J|Kue(=h>!h|zYyXWXYVtizE#AHG)k_<20=$+ zf#)g#RBbz563_~w43R4(E$u|S3H(F{1L`wj#gca-1Wobg!qOoE&0`S1 zQ!V=ks^zezwoYDvaRhR8HYth%kW9p~bVY-T7uZz=b+DAc6k9?rg(+HV=H%=O{4UV) zRje<)%F}eh#dF0oP)M0oDG7TNkfbM`5l{IH&MMO-g@jyzJ0#n2silrG>iKYM zoK(MuBCzBxxwK8uAW=ytUb4B_g73N;?qM?7TNF+FE}zwr+*`<7CNt1l6pY^ z2RyriH}7|LsrV5`vnlIGb;<3H+8W8!NU19A_0h&Rs^FJWhL2%6w^g3 zxDf-5@bXj0;bLmVs;i|n_;?w0HB}N3h?%{v`6f3mCY8Ox_e3L85eT7@u=)z{#;3mN zx6JEA~A!qQT23 z22e2UdXXeo@s_sQz)BazRYkFLBcUWj$%u#vG#`Jaf>AD=rIoS6AVw%3r~+%+nOqEX zK53C-m4HgB7Skv?5j*IvYOG&K-JCimI8+j3boV3l-cY*Gv}qvcG9YbZjEZ)wiYFOi zwysM7vDESMym(R^rQrm-eto-7*QsEXSDh*Qy15?}9`(@r9A!tIsjke6ShO>s!2^|d zp*iugp1PUKLWNmn!9ZP4&Ii29Z)bc##)Eu|?N6^$cjyKFjIg28qZB31l+z{;lB^b` z0Z9;SXAme>g$#*e+flX>gE4dq?1eVVN)j605JbEpDv$hw3}%woL2w_Tw$u>_BaJ&t ztAYcal*5v3_6_IsPv;|O&G_DsheU{f?cAs4syIfVk!2=eiA-N7GDI52Jq}W}>lR&5 zoM?iaQVX%goWB)T)hA^hY>mb80L)^pj&E3H3IQ+BXLUzvIu7gzMADO#KxLP4OFr5M zeNj(UGAQdUb~ar8Wx+)fVI+1)|u0L z-4c-}xmGagg4h{N!Rfqa|2fi2JM;qnDjrbr3CM7|_N>N>k@p%)05`7~_}_i!1k~eu zfg~iy;G%$`fnAxhq*=!siY``kxZkt3ocNZm1qdL@bN zfezK?BA}+KwTNpWU8T_FA*qH!lQA!nn23eYzgYjA8{2ysuhXH9s}jhV3uQ13MrAhQ zDw)$VxjQ3yBQ4I9eLC|?G1x35D+u-xBEqx!t@SZ(Hk_~1AQi)s#L$ajv#YY50k~FR zbWqTqVl+}|=X`tsrDQ-VNMwChUO7dq=&}Ck?|B9dnMg9hZCBDD7P08}b(iwLQ-YEU z0?-H@+aNY@m|nY69^IWNqHI&bO30LPF{_s`piihpsIT8D`Icwlh*~OL*8;sxy2XW! z<(Y(v0Lh$g!>OaM?&#69eBF5`ynLVI9>5A`f*WzH^6FU44?W0*9_)SVaTnKF}{;_DzXG zDt^`d&32=`w0T7n^-vD=QfWep?|{8NRKt)r#vZC55ac0@oU)N*>?znmyyPfn3 z0HYLvG}qQhHFdC8VYOCl+=A=@N(shFXXvD*lG|IE-Vz165qJ`=m+w^u76dVJ_Zp!d|IB59YvkP{(xbJf-W3#o-0j%8CV z=^}PmIb8)0AHty~bbMK*CvyQy;TAh}dZ}BNO6s*ECnoVu5#afAi!4e|$wK6s#!X>S zAq}Lej>SH-jR+_hX|k&j5jWik(u zD&mLCU>bzg9#ta^VpPzbAvC#HeNdZ`-9S}DLANB3Y+AMza#D`{b_l*VF;}giv*P>7S8&vqwYmB{hJ(#^!{Kfm|mR3n$FL z>a>9Ma=l6+F~SmZ0`9V@P8vtBgr)ytq;62WzGbIGol_8pKxHI-a*Pk%asac<@>0Lu z5^c7@PmQjyfM<-?bs|vkkyL@HV^8!r+9&wc$<%=A1nD;0i-Jc&9sEQk3Iz2VD)o}Dl>g~_{*)2rkm*N&Ty3uv6tRt$AnNsl)3Z{RU4mQBpk|8&4Sq{3+B%x(e5+thYONq6g5huk-zO7R&SyI4 zxEx}=@f=o^G)fRcs7zT|fGw7Kc#bg$kLsc8z;>#_dNq5d5 zd%5Wv$EFZm9B)-sd-kF2!d_xWkVA{UCzYd-fnlL|dzFYS26}f7cWZ<}iW@q>UrKD* zR)iHbn*^u;>7y#P>Xq7SWSHsXcrk>)_yyB+B~E&*q7Zm$i|KH`hiFI!vp z9U8~MOCT)kEDjbke*hFsDD`5jrd@ND%&?rf5nVwc&dWAd*;|T18%AFJ1c3#gkQaljYHrGFt&c%(?lEiKFC;gb##4J#qtA2?JA?GIj2*ysA6P zVL*s>r5a4oF@ljb?2v+ORfSzN(cpFH1Padwx~$qay%?MA7fu2qVo!7>EIcHI?3@^@ z$`W}MPGKkaLEedU%C=^=1mF?-4OEO3abbZ|J@OR$I7i?}1GF)a(%K-0%QtO|O~s<; z1Nx9?xt+6Rwn>6a#AQUME(eq%^!9IO^%H;uea*GtObr{04sdlPy4SYZ>6XwaXL^ks zPyu2P&)hXD6H(xZU8AqPF*XBD;L=YLR25hEaUvr7*|K}v*ofK6JW-cX!H~RU>QT9k z+i6FuP(>~kyXdiNtngOzX4vboI-=`0$Mz76BgJ5P##`P;VYZ=dcD*EoiX%E6(k2`M ztp>u#=Ia;+_RZE&L(Hg1V*WNJ_3abVqTq>g>*xUMNr`oun)oAYJO z6Vu422AVRkUU9isf=mm_t~kFR9Tn;HmXa#zF$V>GyC>*!XA7c=b#g*3CYkq5WxteO z*tKf=S3~IQ^_>(knnlVz6>)%7q0we}7dSPV5Uxz&At3A^mP7$P^J83wN5No{^G-5E zyt+z!);*86BvQkd&84FKSOqsbK|0Mn`LQ#fN~gklM0JO1(1N_Ep~9TUz2i-!G2XeGBo(On;?$$)?yKZN*d#X3 z(DlvC=2Psz(pp6+S@Eg$dqRhd@LJbWuEy?SJSos=j1Hccq&|M45PV|sK2h-_trU!B zuTLgJVSRZ3@t^Rj$%oIo6I(L1i#k^bS8HP3A^4RvlBH?@rBlZzV6+x5tfYX~OAv01 z-ziVF=|l#0g6nIg>0t{ftAxg~v5BAu-^vP9-$Nx{$3TjJ`n4%V8Jtq-R7lW|auR7= z40-h2$=m89WNLmJC(!M$uBP0~Yd%P^sDabI;$s5?j%-lm3d8jotJEbf2Ob4o4G}Asj{3wkFFku+%e$N|z8@&sS0)JE|QLNqB6@QErkrI{YsAsinm=?QRUM z1%oIHHJ$2QCT`gA9NGgYlW^(^2`d|iW6E!EVs|YWQ1Eg6IwV@J7M>D7vW0^MoHhF> z6U!mXhYL}{X1?R|NgN~5P{NGh=fRKE=gJC*L_EP_D6F5Jmn?WFEiEpL)bjow2z1BquMrn`Vc5v`}L3}{aqAxoaANr9_Y zkfFe@8s0*QP52PE99yPj7wqEgV4R;*sJt3hd{S9 zFSOn_LI6nmu64{aTTc<6_7*8g>wP9(XdOD+e}KS>DyWQM?N}+nW+!lknXNtDPg?Pu z9EHGwjuG%JwxPSy$zJShN|-th7mF+A)O+$Ybn}c*D(TgeE49|T>~zMig_D5c z0PNJNkh|ac2Wi_-gF_A!IyWyi`a4pja)yaCst(&q5+<=p-QhEz5CXZr#ypjCX6Yz| z%tZ@)bA1-B)UPSybaL*!PVM>6gQAx3s_RSYkf%ZXrB%EQ0Ii55jYl&U4m zK@(D@|C9~vBa2B`5V z=+&uv)FyLUK;k#yw%K@vQp`-M&CzYDMMzp6xX<`D$YPXO`a!V>cQSyms{;hex3M$| z<^kM0#bNuT89cE6S&?0(0wEY7j%w&`{3QAdh#Xx&7oF0LCe@)s!l2IV3ujbvi}mn= z#R<#ZEC|!=lk_B0yB-C3YN<8{AcWCuD~5@KI#1Z#*PZ(t$pmJQk^*cclOSI`ez6CY z#d@tm(wEk%EzQ#{66NS>VV0y$&%lzrPS#ZqGAT@E>)p|VzWVI!T z6>2Ot82T&;w~$=RV}Rf74dl;g(;|eYd;~Q0#4^7ENd5p9p@_Y_@)@hVhg1?hdA0rrAlgzT#TrVuO!-2@XaMnHH$HJ}-3*a9Vlcjcq_zE?{Yn!h z3KP~&$y{nXsw8r2pEQpIz?9sTOj{bN{gv(zR_UHFHhqtqHJH-s!igyDh)hj#rqWF- zS|9}<4l68DTg<;o+4+H4s(s7e6yAj{*;k0$eu899uVrB=MDi;WN#2yX+zoo|q8l@W ziVl*0zaNIdpmZAll#ApbR7g?Ov9-CzCHE`jWL5~f%xSH4lR9D7JCu0|=WRqP__@lrnH9Jo`i~EFNrmr?vOTre0-ZdR>Lq%j)XSUg} zTm5K>1zM(3yGlc+l8@ab-0uAu<5b(G<-Mjd-$|3|x5#U^2%%J3xJrgC8!k$wsWP0q z4Aor zl)542ufJG*UOBk}IK}Td!Bqrp*({&hmy_hcfx7I-+jZjt{}6%&bqJWUv&OBPlY}6p zB9r8jY66L_eyr+f=a2Qby3hUE#b;6UQ_tSC;zoBy=%Yms+m zz?b2Pc4}^FOEt>zR09a0y%s%PjqZ?3P3GAVu931sED3ga+G?=W7*tr`?5`3V58|S zs$s6JV5%7~d{MTu#ND*=kZ#)cl)xzG=C|43yjPKx>9zaiROdhTQtJ;^`SP>Hv{;sJxVFDDlQI1=&(UIdZ^< z;?6eo^#Pf8Iv}hEhDapIxjDY67MGQhiCc7u?-ZRXs5+NzWGJcB_z)BC$!p2g+GS_^ zicusikFD@9kJaYI%9wfCYSekt4ILe_*h`l3y^McK1CvISz-X%z&on{Bxpk*zR-Sbh zK;xDEqo2i#{81y6yv3FGkm^ZS@&97M_8lvaf+V4{MHG;2PltT-BIfiK6nz3jpJB@_K`bcmn zwXH?9pyd_qq>g}2oLvFQyYfp4i9s(dLZC#RJd}Xf!V(E$rLt3c-(OFH&Crz9m?^pD z{d{DBRo>fH4z6yi8)7*^tkVNZAS_}ytRS<8JI=yucVSNP3c@@ZVXSh{wd5di)fiYySRWx{iZ*mVSnh_Z$*!Z0qkA`T2*Rlb@8eBRs~QKQWT!hVBly5PvIfQ~BXE9{oUm z*DA(awU8CC@~jGp+UUkXjU8TO};Jgx@J$etOxUS<-cAmS|-+*|7)zK?|)pnyMFkpV`Bfiu+;lqyH z?~a+}+XgZcQ7427NHN$$^2CBicE;h_%vQ#14VB$NM4n=|V=}QHsj{U|m?aBqfy>x6 z*!EuMDdZuUo0GCZDu|QuS_e_L&U$6qM#vrG%m(C6O%wC^Y$t<4uyQm#su=B4m1uFfqV`Qbw5r#o&fYW-C{vOxCXxAbS81RN6+?t!bbzk`HUHS`WRT zhZS$uGkT{2k^nH4VG?u)z*@!VvI< z{Imq4f_oWL_|^#QNEF}Sg%ES#inKjmi~unJ!*q_y{Dli?vzSWBn`yx32Dzy^So3<2 zQLF1H2r^aMPHJlUQ9bpAI(W|(fY+&^bg4S1n_QBaCayWvS(<_}jl&zF=q#uJpbS!E z*y?E99{NO(vGUyB!uY|-C9tICN=CH>L?RFDSO{0N1%R>pm3p-!*+OqG?UB3iV=BJV zq1J>?uoSm<8BPRMn0I)y+d^Gps!hW}b%N?x;at+oC)I2n@xycZISX~Tg%d=zRh&8i zC%hmPNjjD~UNk#xUS=j_h}&Q9i9F3}TZK?2RQDoyy_U z)?1CbBbqAKqd;b13;&bk?0tBtD7F%LMm%3{msPtmM3_jTY1shWO&+C$0Q+2DV8#Fp zRoD<-2_%rAX_P8+ytrQ$A$aOf%HVWTtv578T#n5335v+X)k2*I(Ms)M%h_I72 z)vW;0N~9DOcChOYBjbMSb;E#ayb;FX5rT!^Du~useJ83Jswm$V4(Vff-(@5Hn3PoP zU(y8QBgsOA{v#_g<{6`sqb_W@*jrjW9lm2)b{tl$yK<^i0>K9vg;V_ul%zky=m2v(q~MMDfEUwEu8B5930K0V(R zs*Fb08<=OoAhx3h7V#P~?f@JBH%|4wPLQfi`NosZx(sa8x}v&%k3I24n% z+el?V6|+oamJBHr3HbU==w2F$OifbTuL#$@upn+FN4!R2-uGuZsHuprJ-su3Z>yBj z;tIx{-ynYMd?-e7^F0AW6boXht~N+gr}lz1hmaP8)@^z|Hn$NIIh|3j41^LK|q@Q|#cC~)9S&bl#Yj|WH zvJibBxvyi^P67NFHjO}98AMb3Ub7%?s*&g#sp4uabkjjihDd>I4Um^ra06*_w}}|J zihy^kOj|^3X?Ln^fpN;5ZqJQ)-v5P3lcRm+TvxbYqwyq{btZ(shzCEZN3}5MR9P+~ z$dk}0Fy%9vVoorowrQEp+wa;@o#!|bU=*AR8ibK&MF17JD{4#}Cg|aeX=ogtil#a% zIgiKdsZ1k@|25Ww@w!l`Pu0+iLfhD-Ox!iWmnF+iIj5^@@~}TlB`uF^I$=c-V>dGT z#HTDU8;SVndmRB(XSQXdwQt7;%!O^Luc` zNwyYx1q-MscjP~r1X4}bjeN$(B}gD1j!Y3#I*CfvCeec#m)b`#BrZDH5eF#|`g_bV zc*R|{u%w(cwr6%*pmL<%K}Ql|jB6_GBD@tqm_*KN%~()o@2gZi52e_^r-rd9X(sk- zdcy#c-`fRjdo}BbT)R$|cRwp*Bw8yys$Z$xKI$S>XQ)Y~I*}QJM7N+0QBJ*e!+;s0 zDU4lM9@&i|?RdsuXJms;oFOemaVFf${Pvb!seY}iQUapY=U_>I=v=*D(y5XNZzZ7m`3y!`)S_06p4IP;sh6F>NS3-mKS?+{wu?A zG;mro>u)0l=~kXpFSBP45cXT$Gd(lVw7bseF=;J~DgCaU86 z?Y7Jdt%(M^$=2w{FjX)e{eTC#lfo38>{fhA{Ni31pw2tgOQlH~b_1V)XGNEr)wIBH z=}$Q&w|Fn?i@}*KBIABIE$a57po)hjc$-Q6AT;h5bDq4*2z6Y5RV?(eMM}qVc;q5R zPAW?vWL%PoUffBj<4%62Zu~)aWJOTTI4-3Bs!AZVLB*o{{buJ~oH zil)--2J&mwS?y`5v;`?4h0|*JyPJ|M_dNUq?IO z=VP2KTOU~!KDfF@{Izf^MTN)cOADfPSD~Su+Jh$cNn&UW!?Y;1*;I^psJ5ND4G(LH zffzTNv0kRPw1_~3k^r}Q<$coi2Gn zU>1XeSc%DCWd3zJR`@`1M>rOj%uk*XampSEs<-@tDOCbO<=7&H8l?J)=gG zyUP@0d536K1%$8*IL)BleH{52EzwJBtr6DA`*j27dUvW4>c^0$?P)CbhKeX+ZiKK zjQ{M#P7ICuEA!G{@lnE))bJ+T*4&gI>|MH7A8pxStqg^1N~A-6e5l<3S;)^wC1w%J zAPAL_UL4_o3P6bFslBy7En#6`UjmgLv{FL$=2? z!5C6>LBN)16C$DO0n+%iuIW)|)gYlbqV3j7!{V!_*z-&c2F2fcT-k~65m?&4DLTRL z&&?jl;sb9oA2-T@0y@*!Xe%`7kOQONG8mf;f87U29q_Z>Z z%XoHKAI2lqFD740fRa!%Uh7n@kr(55XvpvZSi(?+;Hx!bMf z7{`B@2UTMn;-K6xwF7_Zf4h`A7GtcCm`tAEL2qrc8v4Sztk9XN#c;ZPeadrrj7yX5 z+?Catn><#V$P`$|CsC)cmEO1`A}|mhWF1yqvp1EnGjA^J5a0!m@Z)$nh0{7OX?N@IhMwWb)V3}W*PYW2SNY zTE%*-Q#xWH{?cIht(R{!@gUlyR-+P=l2aZ=Py-ivPRsC-Is#}KH!FFu*v1;I*q=w1 zF+I-Mim{utWgKc#|RK!9jKTA-ekI%T`oe0<NU zfbr#<3awtl%Ho?S=ztQ0W(&bg4rH>I0wZi&$Aa{3dtg86RdG^5`mLx{1fvJc(P>er zz!l72e(x6e!ZU)bK#??X>_$Nx6qFa?eXgll)@2})Pg))ZBRsI>VWn7U%-}T^1bZG- z^Bam2qUwr~NfHl{CjjM9yb@u}6@(VC(=F&3J`Jz8DdX42YiRw2PGKdAq{KA?Wl*dF zAw4H`2pnO;_&^}Cs|M&SC5N&J&P!b4)>dUqjDhw#c>pP$(%c2@q)eYsNffLqxYpuT zuWYR$?8q2ssqP#iD|KR1Q6)M}ucVQJ@T}bZ`tl{3zjj!yG*YG3n4$mE1 zQ;8G`2wQW+H$ki4Q$yd9EdzzhVj`y8)e1XP3M>AD+2_^^vKq&|noC3%P_PnA4xRGfU&!T;b%W6T86J zr53qG4x(he+(WpoivUtb?V!e1ZI%r(6k)Z&rA0L@b;01G-Fwh#Xsbu1ih?cEGbAGV zs?QkK8u-x1OJuL_pkOWL$oGsgWEom5AR4MgZvp#b0$ECWe0s^a_CsHq9Dvpj{04I}0L`(_O7s0C)N_y){8XCKZf-Vns ze!Xb1`KlxswYw=1py$yF#@9-+(V8FlJ4^@Z?$q*EO?aki7YUmfumBx36@$bJ1<1(P zND2rE?;SL4@448xVD*OESPh zxbbs^OJ%N_4ixogujIhRl3yu83T#k0CvjZKYUsrmo0d2f3Oi=05RWC=d7j~`h-6JH z;J<>bH7Y*Ie1tQ-$0V^&O%+(N0lujM>ex0i+or{jwxClt@P?d|l41_!UDjhfa1?ZCa$#bN zk{2YSpW1+}N7UvJ4KuB!hDibmpZZ5cj=xrt`E5huS#ujFY?8uW_G`s9HKnAOK$#7@ zI8yyc4q-Rkz=|=+2dseCXB|9;XrWa!dkdjEg^3PJq;`;&QnAyU*n4d%Z5o*~r4Dq1 zBhqevRXcK_4d8Y#v0Pz6?^thrBv|e2AyohqIJqwC25-H!25`2@K(pbsUhy%e{y$H5 zlvqWQD`EJZz4U_tW7z-3=KDkGnR{otIh?A>ltK|9Wf|&1xV*(2CyOW$lLB_Zb$$nD z*;owN+)6N_U`5q@L#=wgEOF(^7pL5de}1)X*czwXiuezq=~Tl`-k+4Izu?6rYf~G| z9E_-N{0*k<3;&pfyN8{%3z_QlGN(DyZ!z3Qyz85q5CQ9C20qPLtgbnu57u`n1taT? zkF`Y<5RcBLY*RI2fJ^52cje+?B*BhMq3JybuoPQ>szFAATSW*^WIErS${Z00;0Oxt zuMx1T{D@v2hgW}2Z?tsWo~nF90YqdR7Qa?O-8yHZTRxWQw8~b1xoJ_QJsN5ktc}gv z!N{^6*>jYdW}|&HZtH}ZsnM?fj%M5##aI(%sIr1?lUFY7*&}OJCz4FFdo2sz zrL}!xrc5=0)6n#!jYlBIO_`WNXhYw^PotAN_Sb^N0WMZHs#T|0QR9gC-es~=_dw98 zvdbh!qm%-`!E4%@0lEfY-}nx*QUB@&_)Za3ryg=A0*K>26R=Evo?5~xpI#)Y1+dn% z)un2ShMw z&ASqrKhCbZuks`TTXyyfLVKqa{dk(w1ubMh+CZH@c2I?o1VVyw^G#XwPK{>vrrel_ z4-ra<%XVz)ytcTpIA$TXdkfd^u@|14%)e$tv>RU$rR2BG&D2L|I&XB@nkYbHAi*-R zSPf`=q?c6(%ds7^`kFJ9dmn5gB#cx8oOMqOg`#K zuKMi-Wr#l2kXE|Q)r)!)pvpL-U3VkLMq`KSnA*6F`v=OqwQP5`Yqz~_?P+ebcMUqP z>ELl$#zVaf5t)_>dnN6Fr=Vc#_@I_gLAb2R>ZFl(YvyeP!vu60zVGzQs76ZsfpwpJ zP493KYQ&GkP=SFK3e7k}*~pa`PZ-g(7Qj>A+qeeCvN~d}92#5{!01&{%_oCRSX-#d0e!^23_KnxWYB8vTIIU^rxf!1QWB||ytL9|?% zsfriCJ210M=QVfIiG~%D=$HNAi(s44NFPY|^M$+_SOAYg4heOHxtW;?k`a`Fb=<>}(s~fmS=q~|YomM6 z^DOupS*LE$$X_J#zhfORXx0ywVqBDLjg-JyL+9cq5m_6KEKE#IEIE1=T_L@Zp+d!f zgt{~G^Mph|jylM~>lc$$8i>u-EodoFK)Nd$NYLY}Rcv@x$1>UZl{Ii$9J>8c(N#zt zwYqa_dN%P$+3mmMSX4AVw`*~7?|#TAyMlEI6G;#>OF0hljC8lCb1Ub^;kX$pBjE$F z5mZ6TmJTGnlNmW?C^s4@UlvbK=)_SPUV=UUL%&f;ITDJF)~EtI;ZHI07km0emfW++ zP|2>nhA9e5o&>Ff-s}i>Mez_uKNytL26gqfmaB4a7zWqEv$m{kn&SpDHB8yD zJ^ejCHNls7C6G^OqY&M*o0DZ^kg)BrXdQaexVF%6yHiETelJS&4vs;ZeKdJ?8-9hR z6&nR`qZQ20LutjDNw~`$Q=3}kFqQ_?j?GkD*6K>Z!<)zRWQ`+nsw-QsTI~HFJ=%tG zv!e#4#oKYm^q7d-Ycnr~1e+_?Xh+bI3fS8ttTftC_ZN3Y$Zr#_IDHJ_k+n|%HamnH z@J7>NOReq#rcOfZY1ZTeD$pnV3n@cJDma4}gK0n|qk3hP`bZRS9~+?d8oZ(t<6b7R z*nLNlcb=#>*Ufg6C6I{7 zjT#Y>1uM)X7 zkM5wgqZ5F$7CNZj^7Uzw7y^a=N4hJ6S_9kbG$qUwMG?ljh)@)7u%O;LBY*^s^=LmF zsWI{Qlp;d@s4#OK{HN_ajsphEv6b%Q`N^zExCyd$5s$`CS&IhYU{;qdvd#0!)7Gea zq)Y%**RLl0Nld+q#+lWk0bi?T%1y$MgYj_J8cBP_GxSYDoQ4jmn+Fxzms z%vxj9r@fJg!^cA95HpuT_rE~qYb+EIAS@d}h!9)nk@~UuUyLU0Q06vVrhTV(GZb2V z6e;$JiofzRb`^RnOblnD!pfCB(0B-3Y@Vrv%D&b=`MHH{`S*iP%@d6HQ2V z)$O*Lx`7Z2)OevxGi~#R8OTaOZ3;8_NrH1iHvcCn$9RkCcorG6JKvoA%BcXbG zQ(zRxT${ZR^wBI{FW7agAuSJW2MyKvy$o31rypjucjK!bWxy8W(pNis#>MxMebd)C zbDIT^WEEzWts-*oUgN-v>Onb8wf7w(<*W)KrlbKTOMr{!KYCw-BQpxFl83Fyr?X0ve1|H&Q3;7*u#Vl09NpC2qpILG2a|I-S60;iK9(1j<+jIt97t#fD-i=*daVZ`9jIk}H2e(t@U?=%|(uH=)8A&FI4z zu2vGKZmZIgxSE`RBPXl z_K6MyX>h&u9?f-lufRg8Ba;r0)4R?t%;K92-=qPLR6hty5FI;vMzHfnQXQhG9Rje-Q4 zoUay|fFoZKIp>=(!&%Cb%Do|HTAL50KPF(^J9Fxb;h`>O9~tD3Lu!eo6eG?f!Gr_N zbsVs4pi@rS=5-MFvpw|%{Xeg*l2c_^1O{t2{ve-4zqFHRP+(@xZADz@3TW)@=D`tA zOZH871I;?VefCLk&!7>ZyOX>PD&>Px5CcvOpr^yo>|O ztEAq*Lux8;fOaP#kZ}7*4sJSNGp5vSm&dq|M4#^?L|Sp3?s6rS$Jdb&&;rzQXVK(x*Sv4^vT^6pk*eF{WbF5 z16OxeDZ1)uM$xVi4tm1tA;8R887n}R^IlmKUK&W#I=MbIXd=^uTF!XvWqUf6qpE>F zuC+qhL|SI1D`YO2^dep{s;dRAxHj3}w76eGIy)RhO|GQJ*IggEG$GzcO%U1oW)Pk2 z_bt?E&COy>=ubr`F=Y2P9I8Ky6~lAWo3}O?b72B!PBdBI`<5WAiJ>LVvexFW<4_WK zYUx3CF+FY2J0GRWSm2BmnB|U-JdjtgD8f2I8&&Hvq5;AFP2@tO;j> zW#hCBA4zSUb10`+E>fEns3mW>711<(2xYY%f|1pPo!)S&x7!q;Y*T^c{XB>PYc~ct zbb~@FdHe3l<2zC`;eOP^;$Mas(&UnmbikO0=@$f}Lr!cmW+IYUZHBsg; zV4}BF+`Ye4*dNKu=X7RT$30f4pG{jD5}lFj?J?2EOE%B`1t_F%`9zj?STw*$s61Y& zY~mk{6Y*Yl^Ssf1+^4TT^MN(zFXBL6Bc*GaY74^HV(TkB{1x-ouq?3!9c6%>u12M zcMxWIzyZ>=ZaGp(nbof07u3pIhdS?67rb*Tb+T8NVltH2V1#-3-C>Gf8ADiuIo-Y3 zYvWW=qm*+dm&{x*va0fCX9rN7s4_MsKx&d*AW0jaq)F1S-6?73{Wc)>H1&u{@_9#6 z?1?!0oP2$Uc@87`+GUjBE^J#~05v6-VjDMhQZ@G4i<_Kbq;eJmp41)+V+Lr$hMx@z z%%AMGczA>Le1f1QRHJXz>nC3j zt;`<{%5*OmICc$%(&9oHVnsE77z-Wj^^_>E$b1uJ1fAkdYHB|CoWMq1ea2|964;@#QWv=NYTHx}?as>rH4 z1Ik0o$+?(BNqt4ny@@@t$R6ni>*C2)`bjD`hG44^T??YRZh=J+2Ac4Ab&{#C3G41p{)hA6+p8rVJUYvPGP9TN^CD4}? zXS4}jRK;2gkm1c%#LD0;pWrB=sjlj`3L=^VNB-Ja0S>#$#n50|I+ERocmak`J)C^$ruFj5NijF~p z>uL`Ebb=lQT(au`6m*;*wTRSG?*< z+_Nc=k`BFOU=G$-Bw@E^sUZiWNSJTv<7A51Gd?$gs6+0ZKs(#oZ)($Fk>3`ssB$y`&s>0;SUwAX@2yA| zb<#Xr*1~A#b}vUHa*tn4;zV2Z&F#N&LCb6|3WN44HM|32*XHp%YZ%r>3Q->6He!97 z;*dHSfKO;rH};UE^ry44)VUK>tumKs8YO%N?LgsPCB&|Q1W%y7y`fGUc$d05=$4V9 z76KKEtO4ISO??8jqdA}in0>3${stT5BN4I_tI^qYoM1|Uxn(W<@dM3hXP`R2Z)_pC zBJg~KoSV0}moS%ojGPsgTi$H(Z=bHLtyixjL9I;9noyRm7Sy0wP@xbx!k<=%Q|qTH z5QPU05U|>$g*FrAc|rKDK`TeRLIzU)lqC$C6KrD{JlOO-#&KbTL!3u*VwsO$!Y^R% zOCyA!nUs1>FqMRzvl{5Ff-*MBovM6u)FR$CuDunLFB7%|K=fmW-6&x`pIb> z1c?Zp%y&aQx^5kH1u;$1e zLvI*&18kna2dSuyHNOwQ9GpvLN#RA$C4n8?nP1hZ^@&a4iw-t#YJu4VOfyaFUjxK; zC{3)bHUPK3rMUjzbpiv}fy^sAI@gY3mH6%)emzO2kY#Q?z1U!kzy~rTH<^Q_R-8!7 zXE}pSgodrq6~t{H=*#(^$`JNK>sIblN3K8`_4QHX&}O3|nb<7>2)8vPldlhDpWIoq zW;){Ta^l~}OR{3f(qzXi8>=;A`S!0JJ?ZrL-o{L@-{_?uHQ-gxtm6qc#8A19Em5p= zGIl0r_PY{-4yD`7Bd3GpsxOPQQB<_mNQ4k$FICYe(!R4#U-EKZ$}K;-7avw<-y>w# zur#cYw2aSS2r@CIule7utH03NDdCpk6PRmpJPX0Ju|5Gp|IHY{4eO{h>4H^{VL zf`+EtmO)9$Z;b>;;h25X^6o5j2;TpKxl9e}9Iz1kU(uASYYlu|S=Sfv@<0Cj+fRu! zjP|{kS6yu}!`Arm>M!H&@xVum?!`kj?$oN82$bA_L1eW@y-Ab{+E$vMGUPa|SIzrK zmUB&672VaUyQafV8o4lG`$(FQ9|$&Qcr6?VYo{$TqD>vjKEUKrYer0G-8(0VTtbVl z$Uo-8H$2Z+Os0(#>>_V+N1z)3cyt36#29Wm+QDFx)`-<7(jf%cPA{@0YAQTe`>$Oi zy>j5eo$WOwh}+AG*xQnhQT~~%U0D0AY;h8m>@R?;A5kW;u^874!G)&Igq@)=8#$XC z1btT2a}rWaAd`GBQy!GGPwXEKGwGJK4HFNi^0`792|D(Of~du@)e7tv)QNQP{-1p_CPiO9>*Z<+YPKj=F8}dLl`u9mBmb zi3$?22)>u(_jqZH(%l+OZZseh0*lRPw%^zRO^27cvrdYJcO=WsVV35gLDJrukl91K zQC3!oi*jWQRm|~;e$;&eRR_rtS$1|;se>&aSYkCoxIlp;e8Z*Xr$2&_8nX%=HMz$nZiOl`N$C(6>l8V}4VCU=<^143EmvI326I9n?yI$8N7wf7R*c>Xn)Wo#? zbeNJf>2L6u*~^{LAOzOwS>a$oaEqOGzOd%LE?bzj&v7HLsso;=H-o@~gIevn90VI9 zj(NKkqn6r18Z|uHu@=bPc(9*&yX@Dl@QIM(BmxqtDVI_U!2Ng{m{3v`2C2s;00?7o zagEi|X!DDu-zi$lZ07@>LY~RQmlsGxy3wrKfYK!m2%%#gWZveRSx2nj%%hT9_JK#*F8*rM1_CqbLiYBRE1i`{tsw6Ngb%BVGeZLi$ z1_P7o0{p#q6*U7MJyQeMNN3F$Zej2Lp7_C91t)O)&H&rZ4Xl&IlD(Vxqy@ML0;X@*=?7U0Vn@uTM=C6rVf-Y>fmdwl=m>@WXaeU4nX@ z#&zoC#bzfy2`u0$47W81$Vgi+lh>XbMIx%f7Rjv~@EuCgreL)jBGy)5kPg(Y7#or| zjZ;T@C^rW16nq+3O*e|v<>zke2+|D3Y7L}DV@PeSeLsvYz^IU6=8|C|MTo2*(#Qr)zRe zAUFv1r+TqYEv8h{`Ccs93N;=IJbsB8`iTCh#w5?+p%CKH5U$>cY3Ou6b2wy4N?1al z)K9Y3I*Y31HS~4hAlp11h5DAIDhVZH0hZLm@FBKj+n@l~dm6VS7@fJGi2{^mRVU1C z72+ERp&?Za@Lc@0w@MXR-%mW+XstTSfUqS){qxU=gXkMV)WYQ`X)8q6Nwfb4v_Bow|Q?o8~NJTr^bt0%!wRRgeYo7niTd=%Io)LQEQ5j*C`${h! zs0Y8b@opN5sOvCPbt?|I+%+!V3l>E^2-`CjLrn1}uiZODmSWw@U3Mbs#{f!qxx!+S zD-eyXcWccX3qc0#o0nNayO9L5$Y<~%p21L1^hYab7x;qOD7U%g7+yZ0W**|W0sV3@+GFj+uS3!nnLlgcjI@~7i!F7mMbJ@G$98W_I z)WZhs5V;ynrFc_uUebl?*FKmA%qyfhIY6f%g;b%57b6;d3<-Ia;N){i8WQBe*Bcb0 z>1`i2AdES!hs^)9XnJ7|Y=Z`xD=13Pc$ZQKpsPBqne0f0&{e8(ZeU|`R(L8GL#a4! z8Nb{xD390>6gIs2z3nO%*En#bMLcq2HRdT-LS}$?%fuUs(>by|d1lMRtaedVWwKfn z(^YF-$I2H@Y&?uh^;Cq;D{M1v0FemGC}k@UGVn-}zlXDRhE5=rI22aU-UG;3{?DxYDdLw-|sj2bCI6nc4k`3^2i>xp=H_H^`@H0Kbw#Q~Ij z`}c;flm%nis(NB-&96|-%BXn^C9qQ&a+{r(QGGtq)4VbD*&9>x+N(8?y_#(V2pAeH z`qnNwT(BsrGc#=ptUb0a`~E?!lNrF*sNd7f>N&`(>k%X6>nt9f@zG*?oyxb@7C6$ zldqRh*+^JKG)b&lJ-AAeABd@a>lK!a!_5I%sWgB*faO{aV;2OKgADt-xq1Pa^gCTy zVk72}Tw2tOStNVgeN#;R%pYed2z|xT+a7!jmdVM>dL!MtvzlsvD-2Q(GRiz7$^anO zPO8HqvpvSY=lCy+&w&qTm0OM{@cEokBb~FgW zSDkuvRAFn)pgX3a*|@x`91zS>=l=Hgt1dlL~%noF|lK`l!giq z2siA5N7A)d!iu;!H&QU%8>EPuS&WtNJQ!>7(!cp_rl6zH>?w9v8{YaFyG@=0 zY`Q4?xQ2CJd+9TF)QupIZ%ZMqIjhBq+Q&+=Pgqv`QXFewebT%(e`?>X(yQg5u% zq--fQy(Ur}sxspfE_+T%4fDCHZPs$NRQRu8{_C$iWXBY*TjRBLDYdHcG=)f!I^oUq zb;u=)8BcAnDP3HrTVI2u9&odw6hlhnJ2m`L;2HvOZ>u0PMxeP-`r6j(O(_VQ-6`5O zA!1orm54vDVqbdUKS9pN#?hsgZka%xYQR(Lgm|oO{;plV= zkbApt&L^%r{2^S@M~2!FNsjU59gqz}h+>UGsjUnMpwx8?J);j*qRpkV=QlF1!%6{b z5uY6<9LA zDTuXGtoGuXN&)J)YZ{P|Rhv-PDLI&xeuM_k1olD_HA!~nagPpNDwPmTD#Fy8-@s^trn^mMIi;!`% z4v7l6QKK<>cmv$Y3qK32un7w9P}%0mB7C!{=YOhUUy4+)P!Fs5#)LGzwsL#3T=yYE z>i&ohRl%O1Iozq&5&^;Ue~JMo?F>SldkQ-#4@j8VWUR>~3NR!Y#$)fO00$KbdEr}&rlqn5Cuf>`>e8oVkSWE z;Dr`v6~w4%5=QTT%tv(S$;CP%uyRqfyqu?BO1ZUeM?(r!fhn6Nky$Jl`Cja*vnT0@b#>! zj+(N`5RZ&Rv7_oH>PqH_nEmQ>v+xUc_w|b=J?gwkl58YyG=NbMle!ZC$sfh1rFxp5 z5koMVCsLaM#Fot{i!xJq{KUyPq1jPo?)pL|JS|$71bXpE@`H@JLW%nuC@ZG|)@bH_ zdRjlL&C#uysxUgODuCFrc?H9J5}D)V2pdlM*P(<$#%b&%$5xkShg3u*5|Uj0DpKeQ zd3kwm+Q1;<$f`kf`|BxOm;m2wT$_vP@+OGQHb+Uy2C<+Y-L!al8iu8ju4U1D%_nf= zU(|qzTT^)F4iriLha@fLIt2txL78kqWdWHQC~X3vOx;I6M<5mG>>>Ww6}XKanVGB& zSnlFF7rL2(-@~jBZJ;iSH*J9`ztsV{>-xJn3XgOM0Ne!828$Bc`L??1zMX~?cy`;A zsBQTwH=-7iq=!zAdO)5AcANP4mQq1bY;#GN@K%Fh9+w0z8&zcih8h8QJNKIyLHV;C zqj@=YPjSW=;^aFGhgcE3s);V{svAm6s}qfVAdlFAE}LHLw1sA6BOB*a)^-IZ4JSAw zQQkbES?Op%eohACrRK>sgucEYbL8eC?J>&q^oCdNnVG=b_jpoTN#uIZminD!CyO1- z1YT5<7gES(M^znsB1UCUTR&6WJQri?t+<77;1br!AWj*tqgD4d#(uLlrxY?vVZah% zq?~h=ZT!;P7SBq-r0Bwqg5_`Amu)aLfG^{+ZYIj^7icxC99O$)vhUQu*(ngHXHa2$ z!9`_gD+WPrtJTqs{p_u(bRR^Y_~9bfun=|xjimE90-JI)8Z`Vsi8XTj4pYIksc7$C zo!)nX(ALL7=bVL7xO$5^+q0@5SRG|%GLpa@BY^4-dVcO*L8eMz!UyNzE5?`Pv^Y6mbB|n>N(nM3kaKW6wu4WT8DpQI^~&uTX!D zhBJ%pw3qwUTC-Hj;OUyBh%XTr$c50*v5A%agJu^Ap3roVY7JD4vIv3TG?T)U9)$w* zFrF8fSG5SlIuuu`er;gtiPU=0=scC?7_}=lSk|`2pi0-2qBmkVo`SL0vLJ|JHw+Rl ziOgcMDjpp@Dbx=iCIWt`(;3A`vb?Zp?{L={4L)ctjif5ujk-(o$U>fB& z^uw>iHw%>*p=Y5@2f#w-tj?VZe(hD$s5-{DCI)ZpW2&Zm{qjnFubuX0 zYh-v_?fRUmR;3}$6n+;*R8R%syex(AB__jd(Q^z~^xFnd_L_-*@rm!ihSFD-qH^vL!sM$NR$E^1 z6)|b#_$#8d#Z7}@JVH}KLlIIpok_whX_cvAu1BORTSB1eg|g@jzv3GUVu{xObTSd! zDN@y4Mw`jn7Fyx4L@R79hxrjZfVy5_{^tNIrUex~l}5FgqG>Jgz$Lticzsk&AWk}O zsjez1oTIEWH=b_CVu-rE2;x3QZ=JK7_Mw2yahnjsGQpTh1Ud{L&rN%EAZ4OX1;Z0^ zD!g=+bepa?>ao`8sT;w=vtqN$#8%2BntbyXo=z1cnY)`OTb4VGsYlQ3p!XivLm)Tn zqL8OEuxaD?4-gy)6lXGHD2jsIZuspe9XX&BYu~*Ev;ip@Y~nXYu525kATmj23W_G6 zaX&z{p8=A8NN!>;t1&&mZyyr)I2$KPDS29Z)tcc_%9wkf-bn~RN(H&jaST0f$4%ly zw-Jag6DcXqIQgv|82~6ivMj{W3cGd9M8A(K5Zof9&#*Pa7$vgC#=AQyE}8eP(}7hT zH%JY?+}cL=I7%)|2=YQS9@3jtSt3}+3L1Ee?EB4d0+6s^1W=TY`3+rW1YqvM{J}5f zsdRfmC9A*Ta4_%;be6HQ2b$eEukyl;pw?$S)q0RMml4@_e!D}Foc}Hp=LV~o)|c)m zpeMtqOBRt}PnJ)19V2q4Bu2yzLgYL89D41-w!vBt!&c2?yLruKIFg!JkjF$)Rja~-OAi2U;q0oMVlPW{ z!lwW0BXmU((RrP|!sx;pxW)+}z@>yqmIt%@AdWrL(vg!`*dXh*a#V^bV3xY^lsgsM zUhQe{sIYuuUt*zRxka$^NeIrMHyK|0W(sq# zx!kgO((_buM+@l~ydM^oyi~cE7<`L%jVhY5scflm)T$s0HNt()4&{cKFEwS2Ih&kw zuEj=V`)u-J5jpr!yZQp#*BUfw0pf4KKwo$l{qQ#3iDQPnMj{qcd?>izg++5leBF%@ zg?hl(5h*2?>W&sW7ViM9i10Wpa-$@%yzsm(AOOEj1A%_;G&PYO7i3PI=p@8lN{(H3w>n*CB4r{$?_a zq*dIg3U_v2$A#>Y=)_lr0!`3#-{kVnu3?JSD1TU{tQNtwoDc`s19?`u;|lXJ*_f17 zg1TD zIYv0ZBjat#U2y|9Xt8Xv^|cl~s{X;_ECrUxQKNtnfN+fd@G`2~8G{%t<(?w|xSTz( zaF=xoqHEnud+!?26f7pEf~tQDrR=fkm9aRx*^SW1-uuBW*>0!|C{~Oy4d%_Xrs~ZF zC0>FQBG(Q(Mh+-N-`A@$`%=A$R5Xh)09Xj?qy>oU;XT@!3POB%MG-9LTz1B*(;WF4 zRyeL^fs+XE27}Us_3fqJwS7=e&oTN@Ds;qmSaLiYB_o{ukvg>t>NG#8c74Y!g^Php z|CFMSnlva&am@CvCdEcJ^X;l))lSxvRIWjPdR=)PO0B(8N@%SJWkGw$ge*dl@zPrv zQ-CEz138WAG$QdT&%O ztLu9^@_23lICvxM>i$7Zl#FT-Y+J<5`v?JxH79sdEhc=c!4CzhO+BzF_FOwm$?UjP`N{~{dxWWND4Xd;1D??kQLLS$N^?Z8ol8FN_M3s9? znKmV?#wDXbD{rkszM?lp_GjrajX2(rDyO%NR#1#kE~iN`afB3_tr}~9s@3$W=>>tl z;y_!N&t2jjJiSOO9-L@lO#>pFhSr*ixyeW-~(`x0}(Kw#}$1uo+m(a|l%dXUpvxh^N3?j(!%Klh011 zyK%2$Z2BWIXmmyd?mEXpGMr9>HdTUP%&_7)ch(fNPogFKGh+2XHjtPq{G5m6YmO37KB3^ zdPJ#4o=XPTEUb;d>Z1ooED@~NT#_iyLVln@Ob`KUo5k!61C^)78Dh7t^Xj-#iP7yD zQyFd!!+3P!Lycv_KrJ&24F`Sb)SboqiZdSM&9gbm%>yp;?ZJwvFPLUlY623AaG(&q z1pywpB|V~5rWHQ%RV*l7)PTw9>DhWEBN@FO0UdtJ3@Y_0}6s`rJ9jvA2 z1C(pfMW+#LwXfS;L?m=?0MmjR$gPPVu)Ew_w7CMoUC_2k)K2+x<(Uc$mXAAr(*3w? zr=gWo#;el~HDhR+$n{4i((|6YbU80#hj>OEcWj$X|vE2nCL zF77a+Nr+H0!&2E$SRpC!MgkTcKe(!D1=G3#_w!Q_@i2Ntnl3M=rdC$TC846uU-b1I zRwnJ5o||qWVGD9EZJ{h~LA6nBrJ|)xu4B{T4Apmj7hWNx30kCQjAilOlGRP)IB0TxgVM}{8eH;J@MVJ6vY`%-8eqS*Oc zCATH%%kZF73&IG3WKu4>VoOd_ykDRO>Lgk0V+gm@wlW2|-W}KX{HD*kH9cz>vJ|bI zAgYq}PEddf(MP>>f4ECyyT+m&(2lLSrMaQz!8;T3YkSq^q0uH&zH2^HPo~ZXUHqrT z^c8_yNSWRa`1hJd!fD^QTOD(C#2=?vT*r1aR37=Oz5=JU`$%@n3D5etNT1v31*1Lz zZ^%+=0#C@37iFspRixzXAm*GdYJ_@xd|2&lHIgtvK;d17aRC#ARp3UMt9_1NcV}Hk4A&KO?xDKYJ1osA1z8De3+-u0A zL^#{fk35`3?2yW{Ntvc{6-2O`a}7vSr3OH}58(6D%{gGi7X7yrFrA(b?>c}^KOcqf5YYIq<=~!au=6raDz#1VV+in3J?!h-x zBDlp!$u&gqfK1>DpWzA1yrbft;`PJXltf{N)b1U|+yl*&lifRb;;CE#bKpDkKjwTQ z3~iz$+6uQLV%Mljag&h}!ku740q+xEf}w=d-m*?=N`f$24X{yUIBLctM8dsstuJk| zEi58wrO`e%H5sx*Hn2+eu#BxKNOtYs5Y+chr~6;k14jZ4_K@Qt1{d6})y;EpECww_ z4gG6Ar9(I7`9=(O<(yVmL)Bhk*&!ETS&fobf5cvv&4TPtv3MBHgTNGmzz#=^9m#o> zh7q>el&X0pt7ef_1e+k*X#rY)Z>6|gX~q2r?`Hm45{O|XQlx~(buwqw>U1PwIHg2z z5^p4ew>RI14xDGivhj{Dbo_cJ0y z&XUuWVJkaL410+Je{Kc3zPf((1U!O?5(0H}L#}osonBK;mq?($DaC8~atu<80EwJh zn6URsZGFS#x=svk?F-^J+d>^Om{oX%FaFq1#{=Tp>+%{N|pT3>$OPtlAQ*2*nF=@@SbND6X9StZIS@|6$f1FhR{V zkW69eV@(x{MuAp)?%X>eoU}|OVilz|=ZE!eK4=b$2Q)~szYLCx&_PpgSN8PvRoNJU z)Zy7j{Xw%OyZGjU&Mv39BK`HH&1EmxkZh1a0IG9Y0~X~BkV9AZ4q%WD|3vYvngleL z^Qa9UEn9_+plR~Drk0Cgwb~7t*2?%bX_k1EvVmazEZ)iBow)-5lOAez-GA#LfYee$ z%)Kl@s#Wq0F|(obmR4bl_9ke)UlJ)=uZsc#IgA^z6y1ebo+nQtJ(QUWV`}WV#}J6H+Unlh_)tBt;Z+#J1}*qoK|_I<-*mO{W#rdPp4H`IWQb z&H^lPBFup$9X^GrkOB;7?^;|=FdN8`x_M^2)ijuhr+H>}(^W3Y0dxip)qPN_LvPik zQtTprg{?u8y^r*cG*fm!Q!X^GN)=Jyf^&*=4OZ?#oi-D6|HU5Ga8@S^37xC5XGoOQ zsAX;E9vv?w9Y`@YyK65MnI6!T1^UgJ!4GxQK5p_BolbX|N#G#;de(G7iA^xwKSa5EfePN7Ehx9FC+=c_n`4MH4?U;}$%p zw!CO#5mnZUtbE&k_G5?h5p`KyK$slaPzib}x!UfTocdJrD8$F-q;Jemq4dwfp|&xc zQwSm0JOnWmp?Xk7a03EmObz(ljK{TI5{oP_BL`=J;l(%*9U~XS3B$;bW??(eCRqSV zVB8^tZ}UC8G*Cg{fTZ@x=t$S34jXh|A+f$Dj@dz<^p1wss@O$;K-QZKNCMya^|1tJ zt*`5(z=D_cDVe6Jw`JyvD1Pq)!7M#I4{S7{PoY;h@z@xb+f@E%&{`=b%NlaR9L9vJ z1K9Zjeyu4a&x@i85QTl;C9VyC1b8yikunE@W)zs zT?D#xv??_qK)rh42BW+g!KEbVwtgfLqmadmU^#TARf$g3ajb->Z1wR2%MDD6! zEa`@|A+`yQWRbc%-U&9n(dCHB7{K%Fq&7{vx4x>sn**wF1*eXN12$Opf@di%Vr`^1 z()gD-7PkLDQIFK-dhxsT;#K4t6{^V@?DZCghzLT<=GGogAzgJXj-M~I}gjZ`0ouf^eeq(W!w}4rEw}^K6jC;{EdjCDc=mTyNp)o8)1Zv5$!`$NzLK0?1d`?gBw{yzs)d6Cb4Rsq z$O%|FMWo`!8Q5(Ly-2boHVPl}m>mP3&{N#~`L4aEp5U`LL1=sT8NW>w;bWx*P~8|$ z0N;-NSt4p!DS?0NR8?bmpW>@oKdo=$<{bQG3&X2U8^J7ZcC1=#qz0gOB&YVGL;^fM z1&$kg_bEQZ82%Ba6j_sj1fHDxWX7&q6(3a^6E;7|-Y7Sq+)%BhldI+*(L;x5ZCP6| z7IhyVnC7MbypMqNk&?p~SlI4#p+j)0UXPNyokz0q>aLEU7HbqTY4q%9a+RnlP!76V z&NL?h8wjU&<@sB+mRzMCcG;2GZVd~awVT@F;^z_w5Ynkh;wYVM36TNL4)}pKv+fhm z?2V%}F#Dv^RU2I^l}aUDO*uPAIc|(5n^lnkLOWjvZ5D*y5bu3y--boh4sP3h=A=XH zToT0eeAXG?$Ub+`AJhIpzn~~6It-tO&zeCxXNaH_HOJ1r+@0~i zT~8DNvdvqH4vC?(mF7bfIZy@*6y8B)z!p2&0{CJiXR|kFvn-+&vka# zhp%xRS!_9)g6fi_!EfR4bcxS#=FhI)^#A~j7&_X#(DNR`ERFbOc)clTV}xWZxLBWi zX8x$-sh6WHG+HD&3SVWmGm&sRaoZs)sLsGD>AR8O^b}(UG~|y@3+KpJ;}fHj^gYex zDhg9~VtIy;8gcZRxvHkE)z5dJB$hF7f#s6(AhJSJ#J&NK;GjHROh`l!fI@4+!>$23 zcGM`Mx(id`EhNxD5ZZJAMyyRYM91zx7ep)P=GhF(s1-+W5xE`JF>!GlYA&hGm0-$F z^_4Yvh=$v0r`oY9iu+ABAc)x`*plNT#Tw^;jh=u4TOvO9Nm5M1l!C;cjkVPJ1eBv5 z$5g(myKxgNcs1XILqV$|p37fKgNCRoM-04mG%d*KB0H}Pdc$IqT&ALW#-nnj zF3*$3yYY#>>QzpoTle=J;UfI&>IFO#s8s^+bxk#gx>-*_JD3*|9QYVgh%hu?bX+4? z`5f0>2b{Ieo|BifzFahpk|?ECN4|jzNFp;xeTTL-QPlM>xzxFQaW6FF8U*q<{!Nua zy;0sYqF0{OyxtMc8*=1eJ2dn$_3d3!i*_5j!HxT$5nwV1UshE~wH_FBZ?KlYi(xLk zL3~7g;}bXDKG<$e;+PEPKpRo@k`-F0`E?z=@iw12>)w9k zuK*}X5frrKgb{Kbuy*8^Y1RjiPb{f5ql3CoN!8%YZdI zq3R?p7rCIQ1z~C^!@7X6b=qk92YlMmKCwWzl3QFkjH0Oyn{$E4?w*D!0Eq>{&L>^) z!qrmrMlP!mD{4>&5CUKSsJ&2mCO$k`Y+)Z}XH^JVWJhL0d6>GT4wFNAtFc)e+qt=~ zm~Z!W2yL*jnBi?RHbWtHtAU7b>3XyTWmOAgImlDc35Dg>?6=YSTHk5%9Ur-BUN+~W zS;~fcnjVdaZVoE)msh`CS|NU^#@WUQ>{>6(Jcr$hYiEiU<)1AGU>d`;`88*C^QIsRdu0L_mK(mOC3eOk#!AIeKzav*2NCi}#ry~v6>D}D#mEccFl}Ng^Nf7tLp#? z==vj-+0z9U=-KWXDix%`kbB}-XI?s3fjx}JqAoBc_OHq_P-MZN!f#k}=fpTL6WJ8l zwv11i6X{6S9Pz={g`*Tdz)|A+XK-q0DBj?w~ zU|gCTe^j?@Uid43n(*EqkrBo?Xo84t!xk;}HlV*#a)KUSIz|_q=HA3bK0)18NWg=m zO@h2gs1rG#kpTY!$O`mON@*s;!bqpxnT@l#unG8isJcQ}y+$^>N zLRfB^xu5IDf1XxBegm1Kbq`DJ&>?Zj^+__HN;p9gMpBxjV$(M9V1NpuGU0dKW11an zm>qgb=(eJ~tYvR-5R0NL9R(94MvAs_bWO?b2!cbgQ6c0CK##B3XnHVJV|z_Pjof_A zUloZOn$7!eTvz06vOZ7fGcrE1cF|H7^H33VZ~WPNo{6rT;QR5b4wx0i#^aV$%M{C| zyr{hCrfLUeeUGw45OrFqm?U4IGs*~}EQ0W*I&cfTN<6P^Ymup_e?#TjvpH@kPzg37K|Dk$ zQ(IP8PjG!5zUMb2k$Pt`BDTtnMYB{)<`a!xhE9L=h9c;`w^Rv)0=fgb?1RN&QXm_E z8aOBq)ZaAx65H}KjC!5FUw*2;4?jf6u>p^wud0P5ulIIP3}D# zIa6oQqbFf&PuP~C-gN;l;NkU(En1^1IIz}bD_8J>QYV$-t(Q{c8gFLT@*9H&qGxdmPTm%7F4=d+!!7maJeWPtC5d zl)b5@BTrE*i)r|J1(4r#(Qa7k?(3Iwfvxh)?7B5;cteIEgJ9j1v{omY(_uB%sIg^V z6dGw~r4L2m6~kJcVR>AMDmqNkO~&f(jH%R`rLYq0LC^2-06jFgY6k5~N(C98B&+I4~JtHc+3`E7V52=R6yqa^+{GI$~#Sb(_VR^wSK!9&6sb2cP~A! zxJ3u`I#$G6G-g?bzHkrw|*^5!0Dx9d?BgLiX z)pNm&+%{?)Cp95QG{nYPNh}qF$bj)+ z{%;GQo&ebhAJ*DkVQU7Ob;GFbS5B1wUPZb3ZdTfSS+|l1`A!9CF9ri7XdD@-#K~v} zm|@2|&5UoBEUvrbggBEYp{0@RGtKFST*b z)>Z1aH~byjy9Vq(yfOlAYzHiI3o6J}3aQq-`9gkjG^Cf}W}30oNu0avw9&Lv&!KOh zHNs<{(oejgHg{qy3saM37BDtNe)&!%3<~ap6u3+=MS9H%`vlE!52CG_ZnL&i57Omhpmi6e32g)@bCO8pn@~c8b7$8+Ni+#lgH60!GHphvQ6cUUwQ7;oIHQ#6^ zgf1VmcQSA9))4r67JVe*2@PFQLtG3ahNak9YaiWUc7j>>jj!fxAc<_%H>jEQ!8N^v zPi^J47Wz(}ayo>40fTMP6hSryBU>OO)UoM@xWj8a>4dE7DnyRg??%AQnDoO{R_Y+T zH5x}XPtg57N-jF+BMy@OjjQpMTPPyi>+dHZwM=~TX$#FB5R9^G<7&dMX_XMzzahnq zo2Z1Z@ExMxdp2REet6AbyK3*aS2uXaf?l2f^EQaWGnUnz1j?;;+~U(5cN}s z2(fO!#~7_gH9TzKBY*BFULJvz6Ak9%iqcUTZflyla9G|=3{80%hZb}D>n5~D(nPAQzx0_NP!t#sDvC>-VJXhtndwAR>cYSJ+VyhU`Km&Z0TgT!gPuyGn)71McS7D8%&{P)k>DZZ|r@G%waY3san zG(gV+EUGdFvaBQ^^L6gj=^mj0EC51E7HJT}nDp~Mg>UX!yQ743x#6sM_Gf>N@vB6v0Ek1HP5&jZGE~c2sI&{I+uuZSkCb|Uq>v`4gn20IBqQg-aL^Bz>~k)FooF4|VhwrX5Eq^vw{ z{6rz|BvI~Hp4LPGDtrPN>Jz7^A_DTm z;bEd@pO!DF?K^KrXRHZ(PG)hIc}TidyBAY14OYljYfe^%l1ojL05`g5s+gRd(VWG2 zaO8tk9I-kr-bwsU*}0vBCElY2$Xw?UaRYoEC_-9x0rl zJZ0!cs1VXnV691F095z@@8**Oz`l)`6+{zEuPKOyahgv$S6IVC=sPK4q#7Qyo+eP# z#M3e*8%A}!?Sz2W=gcr`X=tLw6^dBN^RP~5NS7jD6B^f;MBw+v)w={_8_bJXCcH~F zenSk6#tCL0xje(s35tMis)W|)Zs(p%gCcZqodX7uh-Lzjp>oeecA#a^15@sV;KU)^ z)|MQQ5)F$SgLn*cDynsN&rNi|q6lnP+1|$d8d)eWh+}u~bLml?g;jC%i2`3UByhZ5 zJ6SerA&l&F06RVbs&0=lu01ejbUkL`H#-S0WetKFU2qY{JxI-D$aYt%V>K--A}VVU zZ4iQJyqLu52Kr9(ijK8a7{=|^$V7iZL9rdIxr|a92yGdqZD2u2yzhrDnj27$^z9x=9`cBeR6*V)v zR)oe@asc_}QQ%LAYsC99Ds8u1WeRPhva(?^UqpQMQ@ZN+_DFAQuq~;a2YOngIW1eN zCkDF_VypPT^R*QYdm3!{C`Xv9iH`ca%li+?ji8v(*n4ZeC@qyL)TIcG{?*%~X1tTXTOMa^=fA zHD?d4DTC|N>W8cdG7y-micDAS{T9-oXx@nc{%tIaiQuT(^kf|-%I$}#uT2*(+yX0} zXw|;t&V~`?hzpzH%{PV*veZPUeMoS#ga|5|SF@2zC`7$#uooXpEi(biIfd!@Zq!gh za1P-O?L;`FS@gh3)5U{>P_y4%0qw67_B|wj%$)aY{$W)mA*kUf8{N+>_g;hSt1udu zc)R}rv=%$gBf9VXS=i-=C8UT?(iBV++F zP-7=XVW=f$L7%8X*Hnl4MFN-!ZH@?=&IvD*HEsqPOYWB>wl-YU>iJqEX48+~56;w@ zI@zJ${m??X8yQ%W>PP$@(#_5p6z zRgMr7L*q%Xwhl~#Ak+=~R}O5o@fvyuF&?X2vy)*BhAH~uAwB*10IXZ>%d~QitwXy` zczS;Oz=RE#B^=y;e0U{}xFt)C&MT{Aw9`A~czvVJDu06+rTgB7XgtYl8D0VQ!3_o0 z$?=lXH;7^w)j@=HX5wyZr~p+8j)`aE0UH7Rtd=|j?v5R6q1{Jb8%_vWQibC7M$;Xx z0)q@$5+XqXR!zt0MAcv;D^j%B*L{TE6brC8+=E$>E(3k5XZ=zZ{|sUFc}i(W%^%XW#9BwO*~>zq>1 z8V@k@hlC@@G(BsiL~H*sy%vV&b`PO)7ra~GYl?kieF~q+RTvr|+i@QjCe5f!5pD&^g^?5m_v~wLpG2}u5lyv(*4ZPHXg~lv4lEE%xnkq54D-n z3i-q|lb)eK;#qV(M^}MYltSm^tH_I>#a9X0>9HCiL8dUKv1xqkJ1%L!E?5lx`|*c3 zO-+b>Ho=!%;_KME#^fe8oNY!sfyBw(3Al6v8ehao$h)`4U?|IRt6%*UaF8ON3Kl0F z8A5%P)rqa#F0dBXVNGSsDq1q+yB1yw8nHP;LF$`=sD8~j;sCOD%FEV5 zp(l&TaK<1|Numd!9$5&fqJGut(V76f-1wY~yjoZIG^ zdU+r(T_^sl0gzlKFjgZE6oznNQqk+MvRDZ?wwoqAkA`YpCot+PCb2-Y%~a#leuQNa zjBbbvR>*Y^JaB}c>#QinEKq$2MMII#YFHvYSLLI+A9(5*3GLiDH9GO2gEuP@?$X8q1w1XgV1i! zQL}w_vTA@x z2p=m(33D9WTMEW}9*L&!C3Gc-g%rz8N=gL6wK?e1lhz_aATq0I@)D?a&KViF1{A~ zpnk*lN0K_pP7;uoVyT;47mAbej~Qo=5W=ReY66 z>sD2EVMMvv#5@(2j$=9_7tLT zU(je=P{V*A)*Qb2kaJpVvmneKSP!&YE|gJ!rL`EUiDU%wG0`QT(|45zBHsLy1VJ!n z%+&;nvW>b|M6#G<_SxgjTUYw<)UlK6=;m$=e!&rpbm^fWe@5V}%(zh#frjlUN87kKi@AOt-af_1F3Y!n5iu zRarYBE1=tZbMur}nILu#w>z9e3A1~rI~1^n8%J4m(Ce*D)xdE1&Y7lG#xw96IuyZGd`DR^`y7x}!CpY3`IPeu@EkDU?v_(lE=xdNWY_2bnrx zi|8P%;9GX1T~JrP1ro>CecE($@{mlhq78~5566AMFVk#y?!E57dTb=+*J7UGtdaL0 z(DuKKnaoC&DBYFlUIwr?x^$(;xhS&n9XqYfz1JzEKJGW>K{;#k@``9yp{H!yJu4Hs zZ5&6S8#hwWxX5#R5xg&D*H}&VDc0HcRff@?N@kpawQprA(Y_NYxmeV4UFtd#Dks8N zHX8W=;|j!*dm%h)dV;?^+C*%ERvJ)_n*YKEh-?ncQ)jfF&FiET6+%O21@kCkX0u3wd?xXs61 zXXgkNtZ1eJZL4MtF^X&;ra+bC7c8h@a3dOlpi0mvhxao>)9n9?Gxh8YwHz}$DO5Gi^XdFX4yA-H#BetWN$z_Y629kfdwT4 zQGDW+dV@9g~SH8nTIn!QM9FyJeq&1tU2bK62@zNbp9FMZq`MZd>5 z*b#rfsS^p38IUvDJTo^5_6^Ml#+`PuM8&Y<03NSk5Ee*8Dt6DD_R(f*b_-eXH}(Yf zn(*TE%|ttP=ygM-`(`V)rD18(fXAdLvEJ03TGax9BTYjV%oqRYmWOId%P9De%c&et zB_2S;wTt7+9auslDC!fA(beFoU~bJ-$wOGQzXm?r9W>EXq(=x=4TQNL$Fc2BGyOE& zrvfH6d?#zz0ZuWgL8+7AYOaBY`p5$3ll{Kakt66ugtVxvscn@5t@@7^Es_v~fZ$)g zDVQ(0U+)H^&?xr4lv3%!^V2Wf;49mWgLFxkOwHtu6#P?+CXD%dT@kfr`xlY`i5+@D z5d`;9Lr4;cu4%zzdArpuxO4V(gHx z6Ewn4s0^QQEqMl|2)2i;3I;(63vwCH`K2&u$h3X1vs-Ik+LwuwRy77C)4MV;s6RCSr?tCNqGtSIW?XnIp@Pa@@+@47DK z;48_|JUat)eO#qehlEv>ZL4XARtw?9b=84eGmX`q$8Dpi1n1Wv*Klv{OH!=Y*9geb zo@cSP*oP+iLBxJG$i6#bWEG6GJPmVXz;N*@q%4bg<8;a(%-I?FVcgR|+iT#QCDRYH zAGO~NYFySFR3A>R^OP%m0$6kE)WrS!L}Bv6M1T}8APh^QjM|jcP7@M|{$FFM&PGq{ zF-GgG*`g~B23+L}w8~_}9>;U~YE%{_XxC|?P!L=qgz!O^p#W?8bq=}}!6<%{0{VE( zH$jrd`h*FJXUQumvdC=g>Yx>p30IJ((RC=KXOdD^$w>l>Y_u;x)aOR&Xog-kW8y7C}QdmQ+Ts*XA zsUhjHEpqZ+!BmxQn;WWY*@9G$f^*{;42g#ofUg;E!sFg7TQ8jG5#yy@Mc33$Kor>H zE+Gz`xI>`k*hRECj8*hb!qn8QVclwK7w%`9HkTIsKgNY|-?0nM%HvTBZK$=|;Ys@LcY0LzLtqhK{`QcSn4mMj z#^PH~7P*c?t;6#^Vz6o)SPqf0`x^aRdKhDAO^tE_l>8Xj^JTE=Nuz}m8!Ic~bIy=F(2I|EgK zAipp{KRCpXF76X7jto16wDfyBZ-b23t`V+E*qV4As!9T&M?K}2=!Ka@C$FpT+-7o~ zkexH#=s}9Ys4B5+6Y2(vtWwStCT>0Ri|3jzDhV_}U1UW!;ShZ~Rx2 zzPXC$%8UL8o!lP+qhR~h+)Fy+MrIcsm#nj#b4TXs2V7%%YA?{yRpM+?vorBy# z9Zj)ZEj--fEZqOukJ5P_OVgP{)jSG$TGs9)PGHd2zihtSzj7ClWt4^6SQq(%)mtUiUgT2QKGzpdp7$9964 z8$0R+7=xWc=lhIoYl~}qEvYk_8W~Mra($UBAD9d>&)$nEPU|$E4M22K0&MQx`%Z%D zKJJETlVsaFLC!7kOvsf$-CH6(+urNL?b&5IR1O@9iH*i^mDDT@d-KO0cO<4i;sMwF z>-^hWDqeJiy|drJxdRvZuu0~^Um28fsPr)s%ZNw1uwiI#7&O3$eS?>NT>C+%EvD}P z4SOKhy(Td;$~Q2_9qw_iQ~!D^fQ4^s<$#LG#xwapZAhDIyi3uPUDL2_j`HGFz(5?T zHz=V4?Mov$`u3ZI=zl0`&_jpp11EzL(@>f5&MS)SRqx z>y0OM%#C`6VJu6z-XK56n$}9fner3<)P+!)Xs(Rx~_vG=sP@3 zH7>A9Bqi#Kz~v7IChM&EJd^Nj)n zoS{H{@v&dCA9%K8EE=o|js%IMr^amA^Q>YUZayFIl}X{Se{f7`lmVip&mQk_w>OMM z{IseXmfNn1FVLA(wG-58LGtekM2_95VH~&SQJlaIJ?KDGCnhn@-gYbd)<^f>)IcAv z=jG*a)i^KI5QkVdamV^=yX z^va{HstNU@^tn@NGK5-ijs|`Cm#VQBOqI1@H0|m;%2_W45e%MY)QzDBT=UsrRqVY3 zAl7hZMy2&_H8jU&5+*+=kqP5P6RKvL3cb6i?xu`fZ}pp=7zItgETVg`2##$w!Z^xL zvwTCGb;yH{N-vkXIhud3G|6OXNxW3e*^tPtUI7VdLYhxTwgw3u}g^ReDV zr)e_if&!h{YJ{g3!PHmnL{oYclam0Bnhoz$_(aoI*RH?zgs!r+T5liM z8s8fQ>Xvo#Uo;z=ifS$s>EJhtGnoR&%-!0?4a=mRm{X6;3T^DV`dg%!7qr*GMf)Yz zdb@g?8^d#js&u@3BPr(Nc+}`B z=hOaU{d|sKBPz$vy~}iC0&7$|jF{VHV*dDxvaDX=sa9>{Syf+Ak|{SYaJhx0$Vl;# z)b}&FVrYb<=E?fJe6#GRP_l88_*XhwbOP2}B-=*i1=dpTex*nNMUlW$<(v8ARV?ft zyamzoCG&Y-QA}cuGe>X+ToOqwv5c<}KGcPrG^&>E6Tc(!95s%$Oc%LXRMsT!^p_Q} zc!3nHM;zuLY?dCWP7=L~VSdHU>$}E4~RESMZ zh>Y2!9;=-Io#$JRK?1|%Zc4Q8Y)6PI-!ew@Z8HJ4k26PhDqA6viK*c{UUk$=G7o=q zCv7snOn0=m_;)qe4~%(yV?eO#Y5XVLWHLo_1uex$uqFjN`ooX>Z8G|xl*XQGRojQ} zHt#h71~U1uMCo0-dW%NbtWP$=-Cln!e!Q~TQntnBGyQdZ(4txNQVc9uh|bl_%XDI- zz&SOL>2Rms=R%9CA^<9hnD!0`Nln7krwTqdCarlBehIcNCd~{oq4=3*E+$Z~8$%_G z!M)JY*nN{AD7>>#XcafB#}%+`ofVSeWC2ve^(*V{fq_XOMoEQX2C~ezDF-s8Hnr8_ z(xz+E%L&tD(JD)z!N{#xq8iSG2Y8t>mVqC5kZ%M1wdvtwubcZJz1gW~- zQh)tMjimz93xR3(k=S0&g)&m#`y{SY0Il9#YGdb&k*h~hHq>=5pbUnRti*eFsx<;} z{z^Paf1iX75$)8~bZZ6c4!Jkp#jS^#X1myd#F_Z_rMe4Ppe(mpAMFoZP~^-hjEB(BWd>-YZ1sR)sG$BjZ%EYzCY zklI|*{Y4erAI@{qpsjT3=u0AJlm18lzu`X@gr-CZy}DEcl>~xlv_nxQn4VI@uIT8; z1XBZ|z~f&+T6EM9!{FSQ#z>ac0Evo690;ewEU6G5o1V+!!+gSNmP619Egs{s88r#@fwX3F zHv0<37(gw!5cPKO;ow5P_kJ?eJKU@kniF;vtdP<2i!6qs{;U}_*rZWaZ;|mPvKwa% ze5@hPa)(JdxSpxd%Cd`2q6<|hY!COIgT58?;)^k(RCLT0uo_SIFdnRC zK&@uv@8=T>7Y4~7+Rwh`OSp*hZsCnGQMw+jBQ=NN8^xog=9c)nhI_}C)*B?7$ei3D zc0Qv}_QO+^j6kDOIayjRw79XZ%GL|7~T=m>kRVE>c0iB-8c`Fn)t1hC^>G*ir$aXtgv%iIMq6~+eQLF+NK+F zbfextUgzb`c*XO17Nw3NTGSk$jdzB?v7*p7YK$;5X_7zzKKB=>h?n7q9@0Nhy{CZ>$;@bh1F0;PjhbKL_C^X4WFe7W>r`&07k0*H%FPfblm!kdkX%to z;H;k3DU|YUGcu>X;Vek?xNgA-5x$nOFOAz|E^`HrT?aPw*Lv(3SX@U4ad0>3eTWrd zEN^fm3;J(7P}0>7(hI0Qii1fDY6ZAF7aJfbE*prC&bbc{{_1|Pec&5{PKS52do zUA5wVY|bq;hn;ERf~+hVs^fFI#dU!@nUp&q{U1$tmL*4W15xx}d(k;!7g@#L|HgEm z!BaywnHAv!U@#cqo@BGt%qKS(q2%Ec>tIS&0YgHr4UcLnI}){_&Qmq3XuN{wO0uL- zHb?Yq-ZNfc^ZHP9%f3tAxfbC8h&;Zq2R2aQHOLhDy(Tn7B~xL%13fdlunC!F@4!*` zko{~(_a&~ZnjI+H$~`QqYOUZBQ9EE%7H=ChESnYvM8nDzv_UIZx%tP4Das*4Dyvz+ z$W}?G)f{C3QJL8xcZuXito!FBQj{WZ3cKd@32Pa5qVJ5&0Qv@QO@rC85tq49PSGnEtvAhzY za$X=hl!I?H8FtgNI&vpwjVo7{y+m!v$e!?XYO0L6hj?YQQl(2_wjLX*nUImUKrjt?Tt)rbi28HtALCdd zc*JCBlllj;k^dr6+TjAb(_{-pf#d9YGqv+{8MGEQPpu?2l9y;2IMhw;0#mlOuhmN^ zu}ifct9crFtpTg^4!%$}EfSyt8r6j$RrjNPwLj)2$|Mia=(BoEJO?6JONJNUbTDH; zJs>S7)_>v-)3ekpL|C8%?uId+Z*Y(%V1ZWl%={c&(xyvgLHJvVO$8vEbqy>W{op2U zgiCQVT8&tIRE$l_aWSJ~BPzA|H~T#1)<&m{G2+@LYBu(*geB>Nk_ z#2taOfaDI{$8A)v7i$~{PqI|7Ve#_JjyCNh9$H%QgnZEzH9?wEcPb>zXzq*+IX0Vc z@)W*L)i#cNfvJkut`%&0^$D$1Wcz4CcN3#NYdG-y3S@Lb$&ilmSn-HP8BPe2HXE4{ zkxX(P#rXrM@W6T^)VDJ_t4UH5bLlfspTGRN#xxFBM-|gGf5`l@AtPFc&nz_q(Q|6F z^{!+%VHk9+Q<-F^>*vCs6`iH6FKQ5KM23&*#PVlME^aTP5Vu?e4>ciW$(%0()_sA- zH9?rQbl=yzx~M3Ec`QLev{YGzhkQtJ)Vm;}SfRbufCtT}Flt^HfkugWhz*SR1JLXP zU95XDiUT2)uXiT@F^Aux9^1&!?Z#Y|O~`FIf?OdYo78;&=bOM`V2aYdcr|HeIS3EF zy0Spe+*z=9v^p)ZVs?hk#ZXyzx(Jyy`~=LikAsE!gBN?h$Lr6p^Qx%o=!< z%TRX|a$m%_)&TJ@BRacpMGe$Y6ovnd2vmbIJe&YkyWIlV2+bwuqe@ANF5zfYjMaRS za`hqf>Un{t;}%i_yQ4rJ8aQp5IR%P}_}X|HB3uSeR=$F@dp5P$fwj|t!4ql6wsuqB zqUqNT^JpTklNoZ>>1%iiPRvGpkHQi>|CPgEc66>1~l|C4H zqicj?v??9vDc3egCg(F#SXa%uSPXa9OWmzP3+HI7!3f!RgF8zANnt}Sl_9!xs+&?( z*m+TI;r!qgaW7|+MIP|9jqZB@IB$&XO6E+xgDO=vfX3i zg~UQ^#G72E;jklsTpqFBA%;qX^z?HL?AW&g)ZQ>=Wy~d-7y>woWYta(EbY~BNMR1~ z0So%NZXCyM zQk3OV`TEV`T{E5^3?ycO76mb&kvvj);XQEH5?fH@{7T=jb0!jeGzY%Z><}~UtVV84 zZ0AMmlb2AfRn1qYYfsQjXoCc+-+h*bvR3A!O6g{UBL#?%5Kti1x8bi$^@=&X8koti>Y-Ax^phG3zaJC}0=}hluM3y4&t_mXvQIf*(boq9vPdKZ$os8BJ z%-GzM%_uWzW6|Y#e2x08k{`($PZX2-*F4i~^$%&$4z+3rFp*jT%|4UNK{e~@3ziyF zK0IX;6^YP$xf!*EC&UVr6}#)V_;2!^l(r`F`}@s;U7@S4Hd+e#6Z#%gjJ-YmAqpR zoL5Tao-WVe;tEojP8Z1&42``&pQ}54YUs|K!~#JmRM#iwYqXzu<+RK2_L_z>mGh$C z^rj;fMXNM2j#rV$pETkqwqx4ujAd&-Fd7|&_NR-W6)`l!(P{Sugc)c>DHi0{)|lFc z*wc+7L)Ot+QnuUkmYQe{yB{hwPA2b!I%11VKbrTuE*pxw!&FM0T>lilV^Q9a_~~ z*zGRV<(SF$ezhU%&v?kTQCl~Kfc=UVyOI#$i=_a%B_eio+R2ODyvQTqONeG~!ew-Y~QUI)D+r;$*`Z zvhMaSfwg)cNt>K&TVy7hXsc!xIDj0D%+>}$-ij3ETy3aW3`C<$81{=f#Keg$Z_|SQ zCa2$Wr4V6{ZpZDl{1`jJ$r=J?Q&}pNyf-E_H0kAMWnoded?s`0mtcQ-o=2@ytw=_>-er$Amc3AsG(p)`soafOs@p)) zBD@ZF?xXE=h^1#-v!}nggW_V6eZie(utkj1ida2svIP#tC~-vx&ujw?elpNexER6u zEtCV;3%|4<pxbTyu(sAoV0cyyp+E$pfTy@5Gf zN-&zL4dy~-f}4SaDR)H7^~-4pVD7*Bo40W;jX+hZoIKIVI?JI3-tq)Xuf|EVmPH z1N0iq%DD1r3jb?{7hBMwIqKkH3-Sg=s!M0>)SkGHo;WC=!y3g5FydsL2631MXrC0+=il8WbWbTiZmd3lu6a{Bt;@ z_q82L?HvcNsN{(%;T=TDovl)>%KqhENp?a;g2IFeY9>DlNEh>{SnNz^Tn1#IAyF>9&G!dN~VS;#vijSlPL)Wz>*SoPx!*C`D`+fvPC4ZD0SA zrG=9imZ1&Zt|i+}gM{k*!_>x2?DCmCWOGxC1%4emt%XU8s-ZfAjHCdrpX5k@}UYv{2HPLN~@4Z8h)u-b*kx?!OU>hF!5ERl7V`8PB zZm;P^YkHB{643}NyD1Eagy3gmalXY7&ANJrzv2!g*&o+mb485UJU2)~KwIemK*|W6 zm@Q^rHW)A@n=??g@G3QAtV<#s2$*U`OK$M(!BWM1y)0~3W{`&|0Rzjuc`+{RoW|lh zXNYB{4zV&qF#dHm*}0?%BowkPS0H^|yaAv9c#RY1bfN*Z)ehLFF? zp$a;)rve~IZb0Al1f^g5lJb;OE%FkbDD&YRHQ*zyZt*{_YTC+n(T zs$TobhFZiU!l&efjm7+RAY{sVUwBeH&i#oa6G1s1+g+E+J_IF@3AJ~RC$q(tPIE3f zSt=%BGVx=TrndvOz`u3r)>Q*5H7O@4{)eKB5P5+)em?SnLXPi(M&)Ow%|6Dg1A?MY zEl5pOvmFK#L+ed&Sm$NXRqC+a69!BP_2j~hm4!&s&Y8&e1nCjIWm}qO`r5fsvOQFu zc-l!rWlX0w+ZrS!e<6%A0myoAeZveOM3_&+v`n?)C>_y0%;Y?gic}yAu|B#>@bv@n zn~>XQ`lvEyg&)|ncL~7_55JdI2!KN%qZuV8@!v2>62khL8uVG8us$c&H?$+?x!TKh za_ip57IT3F*11C|(rybcGOMy4t~efk)`RkMg%}?vF09A{+WVa->u)cy!a5SEdb5#8 zLeh#{+?yrFeBLLxzs{W;-2vT)EWhkg@0eL{2bnR%RiNsC*MWJ$f) zF-}?7P%rh{5Onc1Ss^Phf#h2e-&>@B(6$5B+Vo3Q>>=?0fcqK^$!7zAWUq36f>+d_ z4c(jyIiENgg!FD2BG#RjiNyqG*;N&{jfx@IlnaF4&T~5;5wzL@LhTNbluhMFfl?DZ z5aaLkK30-buI`WI4GO~Y7k&ZRG!T;UK;@O!Y6qsCO7>G~_B7-97ZLbci)mmq1zD+Z zbfCGzQx){RIUz=WYZ#`dckm_^kky?C2-3p_2*{JPGhqYP70d5*RpqUPXdi#d3j%-HY^#F`pmZ38b z(FA-4Vg7ZE#8p^C4{cD+Y(-rGfv5BvI9Q}*$6YGwQp?0WH{UHO68+Pyu0sM&r9BU3 z#t_$un*wCFK&$kv7U|QpTXLt%b(Kna`=Iks4lGP1J$7Yuj0eh{bkFP1r2U5~1x1R; z`eNK#L?FhhJeo&wdo_T##!41ivo5nWh-v8Rg0od3*vG@1i_dd>1zdB@=DdT9g_rRcH}+OB3S#T z6mG>&OlGeuRo4s3T);8Uyuurq}VO27wJd0Ks5K|6*7x!bWOFSe{zC z>DN;f?6nZtAGr$L5Xs8ws6+~p$)kphSC!@kSU2*Lw+NCQ+a~l2QfdG=`N&#$0a!pc z+E1V1*YJnKOBvp=R`ZmaIdP={Bhw_+9A)2@i>R>&!^1(+&?j|4FdW=L-|}VDMgB4- z{wob*n#7df3d3O;u2!xXiC+z)v0w)hH6oKov$?fdpF$y5Pxcj92_HGl9E(Vqrt1bo zx{^5FF_uUA8aB9E|50{q5w##*QP}8;a;vFTn2GjLCzYbc#&Fto7s6$Nq4(&Vy2647 zOIk|Ogc&6hM65Wd_z1q9uZ6-a@}b?bEbBB$O(V{>M8Zn;=w6Pe*QK>r5C@o;jmETp zky(R6*+Gx4(IX0QO;Y4aS20=Vk4rVec4w$t+sJ^AJAFD>f+>LMqPDY}~%k3E(W2mBz*fHF>Xb zr8h7ezqkxgEVDHz)^!J@N*Nx+MEs*}AjSOsl=+kcc}iwP3&RJiBJ83=2{Of7R!CoS zBtI^2OG_CCw7O!GS@klcR~%%*UNd3876)@Upefh>(mf%~(HSL54)FxeJuS;Yw7UnQA+oz?zd)_Be(HQIAYgx8^t- zv2t1`x}$B+3KvU~!e=xoHSv|apcR>jgOW^w72kC`6C)Mcb?(S64)TGSWb=AlwBOQ$ zW{6x>3c&Nf0fEY>pMo|QyNM$kRA}%;@n&@rMMaI+yz-RMY@*6W)ez`lgMKk|oqDn< zFQ*g?YzI-ps$=ykMx>I&bIpR2@ zUga=RJd%b4T%$J+SJy5uaOIQck!IqbUDp9H&sSINdsUO6ke%#!Dm(9XhH06naBwKm zDghXk_-^YNi~3@1+HXlK9qJ^yns2wJLwUUo8#6bQWM@0Y?TX$$UCrGsDbg4e$!3r2 z77_q<9#y-G3ndyGk6;xzm-?!}+I>o>VZw%Bm>I8l=#DvS=3q`6yR59F{Uv??ICP9# zV2lMSorT6uQ99TXR?@LX4ZhaKmU!T0uQ5U^D$z19x9_ z@ohp1fmu#m8y%6&o!kz>I2w?N)`K>Uvh3K*e*MqC@AJ%AJUBgy~ruI=nxy( z3J$)J_(YOyo5m3peB@|E4wE(Znt1IJEf(kl9z~Dc_AH|S?>z$%#SQw`S6)AiwvaHX z5~6wWoz9lQ7!5kl6@nlI-KC-KNCgGqr^i>{Q(#gzq!nk1)sE*H*n+FamMvcg8CygE zHbUcEledny`bryyl78pONK(NOw?EbK%CCdcOYN!M|+EUFc8Y22@F)LB;-|~C{KMt5GeM+6W?GI zFU4Qd4J*mLIUhUJr-dRR-6$n0f{0@|<18(^Gd-nR%QtSdm+Yh7MA>&)tV#lX1A~%j zPK41KliZ`!@~16)yZF{QhI46ozK)7ZJ0h}DTxwmDBO0Y~*k5VPWaf%EFlO}}CTz(` zB&Bo;s7rJ{5qu`ENH2sY%-sDoC zo!0@Tw6BVnaFIbJ4mp{TQ^uY2p*LNGfz?XjK0gb@Wf=}fmYjpeR=&jjw15{`5|K#E zoK$&>OYg=?c3WMy6IcmeJHb*Vt8`GYBmA+mC`Muq?)f*yl{0zJF#Gml4H_>*G}x$T zSU1x3gGA7%k2JHIl@C(NB7d$0SBtUKGi-c~)u=(jusXgMbgF zh^+&ZQh5Z&ZUkB9n8NG?xlUx1fU8+=f8c_clPxn)T{YuK&9#0!7v3h{7#W*%0#BB$ z&tkD6jAJe9^rVUCVdXaZV24(XxMVSqSqEyQC#1Y8;c)^K_mC{xX$!?kWgR3ezhkIb{Q7 zA&`RsBY$w12CscWT_5oA>JiNuSgdN$<(AMpx%0I%B8XUWy^liMH?84(9+*TK_D zk@2|5~$? zRh78%4t`kon@tmi(x!i)vzb{?C=I71BEn|syeed1J7&3!S*jR8@xm=X%S*;c&~y3H zB!a1$70D(Fz$5ETvH{3Dn*4@DyH?R(ybj7(sw?IYQn8tiVo&H8(N7}lz*5)f}=G$ zOYWXdhEFkcE+zuBhl~U^wf(Vbt{=jofmxLV*vqn3XV}1t{2X%(K!ajNqMGV;}QfF-_%J_Hkrycdcfio zI`y2T5PRUH`lHFbCie;Ph~7K%Ew$`=PUk}h{wK^RNu?)>tUFf2p1%OTBOvoTcp6Rf zlHb`x_L&0kGmc025!Iz(Vo_L|E#6-OqW|n0Hu$>ch4s~|VpPT&)g@ojA~ex4f_=w2 zly65cXt%~gWD~lvMUEPi7EFf#>#Yn5dx@vKEMEX{lup+q=qAjpH zN%)J-tM7R-3yG8fCHE>V1M#MZya4l9H~&>dr8oUcXPYdo%8U)0;?m*NR87yF<3{uR zA4>o%{nE%?Xjn;U7zwVT%1S8;k;(!II6X&XsCa`a=I;}6p317^7ZI}$h^i7~;0t7Q zAT8I%msch*J72C@Z5y+N$-^Yx5q44?o-Ge?pTtnO6POT&2na3DAfF&;m;KMjXguao z{nvRd=_DgFO*^c5ewy^}TF0o6es?AV*#I46x;Ve&X?txdLhZ z1mPu)Dc?<$4oS&@(kUxG@>vQ|dHQlBz{z}d)v(j5h^PvGh`u|;;>@+m6gIJv1$D=z z<0-JE6|;`21yF12`^n`O&ZGyUB=n$HkJ3rxX3~t@P7{LB44>NAv5Gv*z$#H?{wqgx z5`n;@x$w@dR)xwSq2?;O>Lg?*{5#RN{d5t*Y)&O-+K-8ngU}B%Le4YNVQ0|{BtN|K zFZ?f0(QQyQvX-N2*Xyq(@9K4s>HTV|eup`tAHb5H_@_weDoQOSq9Pz?A^ibS(}g~~ z58_{j0Z~@(4K2WflcN3?b}yTn36Y(%TjOi@>W} zm21A_sjE`!jGF5It*;Uw#^_GwaVmS)mZ^7$5j2^UUS;gg2dbkBE;9(BmT6yxAt7oR zNdKg>8qYJ<1}*_eOkQbip#~uRWH%1!sag#DLfIg4oW(gRl6)W|g3;EviWJ2CS4OuU zkqrvSrMVwWApfsT!7Bp4lSdPXNnrm%EL$CExWD+^h( zGL4>SXFG=C2S?ztLz6KM17k-}Cp&ux3;Wc#MBlL%)WD9tSXO^%W7j~KOf?SU6^aI8 z_?0_dmjmgU76c&}n|PAwH@F6+L}Y8&zCKEC;;8b!knxi;kBUw(u@_hCUe5y^f#gaw zxkjn?DhikkwknQC_6l5s6DqmIbgO46M9U3tn~fLEr5LSw2s))yN~ruUo<-1|Ds)PM06O-{*Gu~~r}-D+YR1k3EHA}d z0IEKVWU!j?_8N!Q77<)(WdBsg{CxYvO3R)Q+A(+`!yf(}xP&kZKaW|%UdI54~*9VBiOQe3SbLPc4;7~-c+?`uXajg=F`tdLl5 zr-AFpc_;oKndLnN3e~0LF?ID3LrLK>^jdd{!0y1bx`bYPs$iDCDhghu3k7g!5b9f8 z>~BJ(&Z@#XfB8{1 zYTclYn&*6cfZMT|>SIaMKJ|X85yV2+)Tb&(+pUmYZIYa`Z>e4bY?dcGg&!|h=uZxa zNbMG*hBQe4cd$GVK|)bBIw7EKLW?@a4l=HhNeCKI0wYmp?{$d+ykevt$2L~GoxTOG zPIa>eiLMZl)(I(dHB(w$613JpmCdVKQwyNgGp67IO}<(o=l6~sIxZ$5gZq|~<>^mP47zXX)d7`zgv7WN8?eXC%!|15iNieq@3@qUY=b9cg!K{d) zBCT|#ZTC^#Bbg=%gE1HRsy6um=1;R)qJ?n0*+e64kq`w9uuL>|R#n%r&`@tyQ?)`C zqeqw!s*f1##|IG+zh8)BXsbt^qN>CR_J(HIcstiGb}RpbjfVC9?%Qg&vI;OP{S(_2 zRVX*}Pae@vB@z)GGqq8ZcrT4oZPq6v-ed;Cshq56k%oYf|E?sK&yv^J0_fw3eYt{q zbM{8Yox+XTL`kho3kddji_$NLm7r785~YSfa8ct~kA1POSL`32SLxWLWW%EpXRw<2qeebpU7t(`gN-lc{cZlyqHy*go z2P8%BBFgv)B3WyFDW4KHzkj-IFL*2v_^O=jl?1Ev*!gRjvlZcA1r^nRWflep6jyr6 zifb)aQ$mOkAf1MBt1rTURVu9~Ct9&1*qh+f<>7FFO)A8Bt>Dk zbu8C>xk}1_N*Ot;6U0%cpo~n=m25aYM{80XxLH`Y2b;5a*2l1Zk}YUnAL>}-#Z3-~ zIu!MW*m~4ylV&IzluTDds+P1rgcx0Q{IX7gSOx{#nS0noJ!32#;x#we795q%<(T=I zW=e3&c-8*%PB0e_Rp0WYRkNM6AwuecERg`WT-ec~WmF)B1whr&v3UMi0#e-wC$dJz zcXfY>g4Pz!B{J6`_}TB7HgE`tMTb44uz*jI1u_aO)o^V?l)&CA4LF>3C%okB&LS*8 z!eRs6c%7s3V#kDdg*Xwr8(R%6OUqgcaM*#EI=y6fx6$6kq7F*Jb%$$0B%m=@FVv|i z+&gWztJ(EeWt_Wo8n!GLeyRf87)>qbu7L<$%DM`jq-tvn0Od zGcl}Ufww?{3Cr1ilLybW+xUgt_X$s|eJh+h93e33!ft-?CDr&Xr5WwBe~1O9k}A9S zL~x35za`;GG@q1e4N%BXQ$ID2)AqovWWYd8?^hxV&Q#DRz4WzEbrp=FWueCnG#K1= z?sF9`W}_-JmFkmC*3~~r>Y~C*6Vs<28>z|=#^N-;ZaPbqUz;8y2g>A@8B2Li_^>)` z+wi(aYDcP;SeB{bW^X}X#VXr%OxQ>CW5lEmkz2ugH2?3#v;6VQH7Q5>BOkezXumlbw0R#8>06D8C2?0sI76c;OrU9(?I9zO^7*f{<=6LUKiD*-KPP<#c4~ z!9(N{2bS9eWFnZ;2K*T_|k**L#BM%H3c{qNogH6 zLo7Et6iUujvWm>?%nB(a{~qwm^!BegAkT1K^p(OVoV-*?p3qHx$e)-fX*b)mpk5O` z=2$@mEw$OfB75N0s{>g=2_{G_*+b_wcBqaQ>e{0%N(5n=>e&QSHsT)kv0qlZYhic( ziFj0|V$NIW8?RWl%8uN``$Pb*WnY-sFovbhVZLLJ2rQMy%bblxu4E8nAO%|VCLPd5 z#AL@WkRrP@kTgN>#PnGFLb%#q>cN6FJ_BDp7TJkx$5}a~CQ^4jxu8bm%mdXCRM_t3hMIV%{+>r_ z09YlF5`D*-@9Qh=ihL*c)n{h%NHtS}Rnq4TX>Obq&OyQrds655O zS{^o7-Lq@Ow-uqwv$bMQoa$ZBWhy`s#-w2!uh(L7nG|lUkEWQ*}1~(T?4dm7Au%1d*?$okEy7TIa7&ZF_lhJZtW%6XYWpdLiBh-?EWmmLhy4rb{kph;1(jy)EuINGt(zRletX%%9`4?`{ItXniTJ6Y` zQ3wh317TBBvCfJv+p&}>D$BS}Fl`+1!MO??JoTU}OzRGyYFxd%QoTH)pl^U+uB3VJ zwpu}r-~;$@rAEH33_Lj|X$KKBimxY-L}yx0Dax2a-Fr%z>agKQmF5$+SdxDd5^UZkuGiu-E# zODScg(NH>Eo-~;-xSJnzam5)*^nP<8%n$+=T44udT8yMNRYHM{>;N{_`U32c1Vkc| zZh2e}0JAvJ_Le*(?mR>nhrJ3Pa)-(KI~jzFGDGJ?z2_OB2{Q>>c#z}zNb$tE6-)_> z!wB3LX67h!7~Aa?^T;<8p`j!9j;=DQ=GOe9wXB0%XIIGV zXvn@et5OJY!P&@<(fh9?3N2PADhLdM6{=x51FpR&-Giw5tEtvfskP0vf-|hpXmxMI z{oYDDnS`h6IBWChN9&wn6m%_$GY+{#O*%}g*>xw(9TZsaeM#f?t*hNhaBYDdZ_DTX zsvP!_d&-NNM=t9C>s;P`EdVrhr%d+MJtp9;{i*n0Tu5I?N|aF>%fmq1H^gxFkXh`A zEzXn+G)k7O`lZ)&v~|yRr?M}#;6pJGG4_qC+Pr)&b#=g(^OTgR4zt1dB}-XwnHp{h zhz-rLRhvtOpp{i8J*c@t_l~AAlvP!_X}VrGqa;D3!>yFrDR;Gh^(?tmGp{4TT3hOG z0%OS&NyKA0`b4ue)&*v_czfyzLP^|i1@WyurALw@6(u=(ChG^5ZD$G9Ijl#7Nu5O% zU_e#=iAm*IeS}3nRe?>RN3J*x*p=mio0N7IvY@~VmRDz^`g#Wss*JChR?8 zbrNGKxE5zl?VcLfByTLoBh`6kFjX~J8?|a!-N%(+2TeHyeF?bY@?($W`beM(sc=s= z+PeTT6ijt+$rCH%nzPBM^x6R@GK+wj{>I z=c^mV-ZV-*H?XwA&Tedkq(T5}7Tv{Uqw z@Mbb82L2ur6Wh!tv*W7P(_usWU0c?pUbE)dN4W`Q0x`1dgbaf-Jz=`ZND3zKy?DN6 z*OVQG6jE>})9n+H)a_M(5t4m^yV;Qki{B-B%QbBa6zE{yNtyzHUM0UEvbX3}<#HL0 z54LCvO;9Eii~JTXj<70s=(As1Nd~h;3faH6Akk(=BFO%S4?_b~HfvGKR~?vYDDWXa z^$?O^*0dUpBgy(J51FSrt{aPOOlqbD?Oa(`vvfO4vrBRA>XvR0vzE;MmvsRk*q8yUmfQpbSPB|hOu zJdKs~+h%v`BOUx0=w5=i&Dy>SKx2Cc{_Ef+3nHpkTw(x(n#^hY4kTna1V`@<7sUtV zP)EN?Hhjg@ay6RJTHkuDyCZ$6)>iw3uBE=^IeUB!WG2AAf=vd;Y&~V%im948)zVdb zda#i*JJ)#V8QqNrqx!|-ebfyMNJPJ4@OAJLACj0p1(@3zRYCvNTxEfGMO4K{%Rq;v zU%`PkMD#j4>Hm}g8Wm6U{(ZeymEH+E#x9HZh`q|EzbC}~i<>Vnunb7) zzS)a3b-)Q;)zm2;(KhbWNqM zKT&jWF9i?d7*NwdqW~smGv0)DG%Zp1XOq_kgJEFfl{@nQAp#B6c2OV+fn1F!S`Adf zgtV@#nT=qyg2vG<+wE$L#zGfS-5b)fRm!VAa}hE#xT=&~uA9+|wWd3M;%ew$u_--j zk#sPDJ{Z4#A*ac$@lGVE>STW%8q}%jQ&2m+{aJsb&~`NQDiIB-DDw z_H-hs{(^P1X}`1^Dq)T%7kEx2rrsc{?=EDHby;=D47U!NMiEnY20<_Nh$yJlf`=^p z_=S0kXylI!hBHI51TU+ZWPzE3GC_(}30@pG>?9)BL;H@&!f%Yki!w8NFpfwS$EBBB zA>h|nvpLDFfeRFi>4F7zTackiK33>Ttarp+eiPuTY&Kx|y3(~`Gu&O`5S5)P)vw^f zjV$3+Zb=Iga^-?K+C*()Q)G?szUmH+ui>7|RL?WgzPd1PaH=SwC|b_0`l5+>qFi#> zXx(1eBs=w47aGN_qChJtMbTEn0d^JA-HTYbP}RT``;~eH-S&-`67Joh5>jXjrcn`& zS@IdN3v+%VQ8qM5j-o(M7V0}{tZ#Po@4xk|M#LN%>(;W6nl_s(3qd53rqRk8`k%{1 zv2~w-qP4{#9;BWSR_%PvCfeFISW|6Q{J<>fHH?%oJ7<$j+Q_=}EsvC!;p3t~3Nq-V zSQvCzhNOE&`UeLx>uGbczJwKDLEed#ZC3Qp9d0*QlCrWC6pB4l@w z0o9>e`L8N#!`2bA7>ksHu15B2p*z7)=lmST#K{?)k_70p4tuJJIxhstK1!Hyyvz-z zGATCIAOI(Ay@ z0aLwFhq15U!@1VO0hSFJCad)$C8vAfX>?ZdwP(@LS+}vVMQwx*-<33%C(|x9=tUK2 zHO%ti4w9%UJhtuD5EZkXbVB$t90p))(~?7WZV8bI<4@)8p*m$UEu;}q(CiriM<<u_h=Qd(>;a~#_j96FfMbzRc3XPg4j0KFwM=|*V zOF^w=`IJNEZXqGbb;M=|cNxG6TTg`{8DXIPkbl)i=1ZXBYg!>TmNQ@*kX6*Mh@Yr} z%S6cwgy@rY-Lj+MWK}$;8Q4eFVO=K@nO3wVks6f?8e<5r+Nc#MfUT_MU^dS_rVm z=mx=7ammKX+ilBQc}7uATwF3D{INr%=0OlO3=k8~%oSt$L{X$IcFo>_R#AlWQhIeQ zcEbhe8DAkLjL#LutA!4Fyl>zlDoI^eT4LYCw;|4$;bYHc!_T7Nxd?Wvj-5dje^YBE5wHwjWxRvh+GM{O)=Q5|eq1T1c>^D%5Gh|$t!)ljzxG{owXMc#)6LqgnKbDu7Mh@F!CU$eu%OD* zqk@)}h^%W$R1Uz?W;Z8d#$)P;As?4zeUSk*cc+uGp*8Ca$Zo>Y;2mP99a%^`PRssxJJ9Fw<#Or$y`fzu5aBjO3#v6zHA66?+*QWhmbXC0}^QX&^Li)8cr zrx!3rcEg3H*E>bVYH~|EC=s_7P=Fe~kd<-#g3OQ&6%Y$PEqA|e!aM{b(-+!*`ED>1=Y~YzuSxa z#M8BRM5Bg=y`+u^4O~iTlq2I_bVNm`+@dl)K|EVyuZr&O8c_j=*w9vX1x4Br2i31i zR|MP@r0XIO+CCw~l`0+LK*e~qON(YHyVm|E{E%HF-W8>Jb_U9l%yZZDIRR%Xb8*WZ zqVYvN)sUS!Y7ZqQZk_lc?E9z_1tp;8^kld#Pm~NQ8?_B% zPL``V=gq!kgRgq4n*drutcGv>5!F8N`@Thznr!NnjSU1$s-t&MVyT0{q}xCs3hOM_ z3I)bCB^RSo$-zFM$1uPkOh|ot_?mn~l7d3PA1547mIl-k@;_J471R*;Q!0AgQ9gT- z6E*@3)#Lk?iD5NV?8tLECT3G;nJp;=(HjXt>1~R6CG4q038Pr5!9iX&v?w7hMNbJd zjev@wMH0kwci0xVFe4^MRvAO6b=oIxIMpjM6N_srsHPQ=N6KByVsiY7>)49{Yv8SS zzNmTQO%Has3Hq=Bu8@$U^p?}$-& zg^s+##kRmfT_m80+IbR_(oYlkXEACdWFbRh@sYohipM)a6@`0=Nz)i)naFun9`dQT zg#wTf1LENXuBl7FJ`p3;FUF_@tF07tsNRqvxh*8QUmb+@%wKI=DGB-#lzMR>5EhC& z?#}!oG5bIu+pFA}aamsesN_%OV~vABIX|TeyK3wJUlNeh{j17k_K`se;1bca`QhThv zIuPxNWtKxfLlEo>DG5kas(0J1?u*g`zW8}K=bz*lYn!}{p=% zHfnUDNb3^UKfMJj)eWMl*6^%>=72y1;+?fc&0-2Fg@$RtwjjaK5H-*JohNk~fI!Ef zN@5Alh=jF(QrYpbmm)0bsKZaHVL^vf+F?4n{4j(g_xcss+c8WfV9}fv8Hsd2-RRirklU^e5Y^X-P)%JC97`yD<^QS zanLhjF%^ck`<95e*pb2bx|8uJx&pIYYySjJRwSy6%bg5eo+%ShF*rwaaN4p1I$J8$ zfKt;{7-B^{0gDGtxlDvR)h0^sK%mxTn-VJCazO;S+P@`hc~(ugN*UT(NO?(>cA1~@r1Td~CCsAFmrv{^nisY@4 zw!l}M5In)(ro1VSA`->6#t|Je0>w-S6c-Qx@_ElN<$6P`{)8)>2v{WUC%)~YHg!O-i;EGbp=S`v9yY}IEa z8)Y~~nSB*N%Gi{7Aa_;sZ@GzM>f2)CtCZ{(BzC!CJ!A|Idwr$iBuWe>&^zJ*3~|+> zO~C*lPZaG=QWvD;e*P6^wS-a$GP{PP2$JL4$b>vDmYbzwkoQo!r|K19t#lWWVs3Ks z0-)|Tl^pF}-G<-L6JzD^J5NPw(mia67Kc6=8e}S6P}(vRvnmdva?X4wC*&D`ri6TO z)qVWn^ud%iII5Yb>lle#)l{*s&MY9Wk>#QGmBECzl7iMdVO-xuG*#b1bM!+tU{9wU zjXba`|A}s>wi#;SAX*D0F&v+p5$_FW;sNWl&Cc~ z-)fq4q#`o;>m^>aAjYK)@uhWu-Al0avN{P^+DU(^M*V*@@ZKVaMK~1uKxzUVc;lrQ z6!&mW?>Q5*D+J0~qh;V9nRldWo1W>|g&?qdV!Q;nGKIL&Ki75%PKfRw`D6lAcrii5S)IYL!?KY0mD9a z=Va@~x$B89MkzzICnSi74Me1~t<)fpu3R#TbWkOl3JdOBMt5lx3Z@{+KeYm@ylK4N ziu-UlO%CAtIas8wCGj^IMz0D(YNVI@T=rG$t0^of!H7&gwRizD2q zcGAo>z4yI$UJ^>Y={zh4E_m%Fy+p5h$E+GgDMNwd9K94(o_efZQJd;1?Mg z9YfL9TzSDDB`D1T24@gTJc?(6dgkR69KcFaRnflp=MWWFtM?d4$h{!#Di0(7|=$*z`B{S^t%`mstgahq! z@2zeP5&s<;T~JeT5}_rh=<^$=Xk)l#PReydaDSj(_ah}1=x3;molcNc>`lO2#X(O4 zNNs=Vb`BX92`k>$^$kZ-H%HO|ptH1(n8Aoq$u`&{bIpCngZ#2Pq-p=P)5KGjwh-Am z<-$fMvIGeQ(4cnhp&Ue+b9zORm71Itfk6${<$@^AL$rQQt4#Qiez*Da7;MoM6T0}v z`nXjKfb{mBAsD~rB=C!JgAZ2ZiD*+6TPAK6GrDrCZeM)JEa$(t4E|ZVO8`AonvC4*MCtu zCH4Er*%f@F73#!!O^Z(N*+a>Lq^vD7GN)H66=!}j6%lb4d(*}P^$?~>R9E|KO@a~* zYt<+7!xUrLMV+9K_fS^qu*OeO_Ajog%E%85~saCI6-UxKzDI)SPlu$ z0z~G)55tTsL2(Gx#mTUKjnFc6MP))IuBe#cO)D@C#Bv9tb`*J$kAv_6Aa=5HR3s9G zk-=^E%&6`{1c<2)`fH7KwxaSauUTAstGW^U(rzu7K7nYz;qfZrDXfWWkyn?5lV-La zA~P&PBR|rTw$T|+;!&wA%|p>$y9FR+-8h6hXfky+73(F6kdkND>~<6m`!Mbji@qsu zd&_2%-E82$O@#+Zj)aL2t%+3XVSFCw|0t{VuvlJRC|!q$)6n&*Fw$^XOJC8_aXMtQ zeKV`k>S>`_&(x+s=oNhab?4co^U$h2-zO$hIw&g1Ic_-_q5`l}?V%XqPIQrLfr7vv!FD zC}Qw=)~cbq{3|TNnw0?_;^)gA!O$>dV`OMq?uDZ0_29Q`@N9VG%|ozA&-9YaQ-{OSPg zwaA7-$B=253=pyPH7MqnZoO!cc&;Lf)PhJ4)m&9J2owToXL?k#QbR!aFbhDxrPcpQ z?u7oNh^&GF>X#n))e+WGsuzz}gtLA8%aeCjbv2EYs4VOR_p}|=0Z*2aE!Z^@%h|wEoGAPu$2D@@2`ssf}CTNEeg*IU|zdgf;q( zCH9QAZ*`s2f=v3e)+FY>`@*V6@`AD?&&2#CJdtymohC{t6Dfy9>u}Vja8ipcK8faP zfYcfISuuXokg9W3jQT+E;3=?|J%EF2#0ekcmx|zxg3C=`>7_xtkit?h1lZ;8xdyh# zS}wGpQl6>6m)#YbCa7uveru&H#3gEO$vClVV_aALz0%LUn_3bzj*_w^FUbz5YllqR zi!bRwyp`5Ft^sl8v;*NyN9P$)!&(eLAU10t}N6JNEJfzDu__Yg`E}|Dh@} zlybHZZxQSG01K784lW)MQgDHx)*w}PAxW&zDKvp$x2)_j^OH%dJ}RwCBlNg5V&J?= z0x8Ex^^P0G027r=?1nV*3=!SH+|;7`04dPy&?)h}nn}}w=oTk3(PGPvCAD6=N>F42 zYXVG6?d+kenx2xx5mEJ;kpphL=t38xyETYdqQ8U&-QVPO7aS{9h9eT65RW`1WBSj? ztdW8s$uDe4u=OD*SlSZqB_0IOR_PBjYSjq1mz9JP4iG0KSfvj~xobKZqtlE*21_9Hg=+T2%$QftigzY}Ya!0)g>W zwGs_C;tD^)Z9q-dl~!V*YiA{7$#vPD`9!PW(5J*2s3RB|nC1gKp#o?Y-ueWbSjT1x z2T8|6!ViTdPm;WyDAqB;>pLO5J81REy3wPEtxEKk<@qldb`fjEfXJ*Zg#s*l=K$6r z)6`qRI2ObfShPz?rnH2-A@R2ZbgO^Ta#T<9b)x$$7O*4ZO6b zT!3*>7+@OMMgf&#?plfvUXjCfX*1HOYSCP>KxK!1H5CKtEyxcCU!@pf;~@kDiN?Tf zk;TUDVmnXo1YsW~0i|%@S3_!8`DeO|?nXF4~!B8#Am?k)6JRFO;VrWX<@CFt5ema} zT|fK62U10~*Z=}Wnb(@ejY2ueWCGHz8o~jKPJvhe-|i)4Hm+vVM7A(#GDCOJ%ANjI z?kE?h!th(I%~_4&4kPvO>kan|YOb)(q4$h&37cBNta;_KU8!xQpw6YQ5wqjk3NOYz zzOrU@CRPElC$#GKiU(-(%qYEfXq|@|Pb5%E6Ql)$DLAWIER#gRF#^)P+6UJY8KyJ+ z2t#6${VRs(;ZeL$6h|z(`vfym`K_r9&b^Ez5L2i8W<#gFItobwJnUNFJfvY+Y)hP7#ns*>djtokpIq=f{_Yd9maO109!mXIh&zQvG$WK^Cg5 zp(21|*GnofmeLG!Rzhb*R*3f)+``v{ik)!?TL|4%M%`|z@MdQmFw6p@)~1TTdZf8J zE%cj~EeMt_2L>##UT{gD&wN(NWEn3QE2s0J_+pk>lFRC*@=2L*K(aJ^f%f|B2W2Y^0bup&HHd0RuP^cC43pwe+PN)PD zh>_|SEQ6Hfl1ZJ>=$am9R^ZuJ&53D|yhi!&Gsi>AQPTKHq_9yDjjp#KO3UbSd7{b=bf^% z=PEf&=Nzh2p~}CU-3cecEs^m^f9zXzG{8cVDs~wR%2__$?$x|l-9?8~YO>QX+pz+o z68+FS6IFH#A_pFb{8AxSh(K@=1XfhL-cfca!WF8SgdmoDlMm zbIhV@cBhoc!c~Ju6r5DSK~7{@wBhSLMf&;TZrFS z03e6QL|}9MleBKl3~^Hq=rKGci@+ZueWg}J*}Xb$1`o!?qZ$+ngx%fnf%auWvvSMF zxAMuHJj{Z}?(_q_!`?NGUoJy=$kp4__4O#>|GGT2K0Q@_hs!E(gm#u{Bb8zR#qgD0 zD4DL~VH@fSB^OA>Xu=paXie1-WLIZ59-RWf&f?E+BZ_r89k!OV`hH*+^B@#|jVqbZLu;fE5&aE0B!N!P%L4DST&uu^il?66;%@mF45WH+CEs}1uQT4)Q zRSgLuMx6E9F7KqmD&V^br4eN+!QD-`%Bt?~)nO(aa)jbVAbBJXz)iM6dt8qU-;o@^ z4o5JPO~nNB;SlV&d*8J}3w}W)KH9m?cJ~qT2M_d;I*D&=-(0sZ*~-Fn5`gxO%!Q=Y z>p~z=^t0DUQF=<-8EK2o(Ar^3lpV~+vAl1ecwEiB9Igf0txUfwC+?4cg^hZOUHn|T z17aOapg^D&JQ=S568 zB_ty8n4U>x;nv4vOsd&9y51jjtgeV;vbSApHRO??o+i(X6EErr3E&$w5|$FebwIy@_Ef zUUpCI`7*|}Qqq9k9vfy_2F4a*)|-&5kzoxqgjl*W`3_B~{mQ|L3tmZ@T72F#Xn*2q z&3OCZVj9sfqjOS=q!0lMNDIQHT_UPM8KbRv(b2NNCF4qtC{=Di7na&Sa03ddW1rMt zAr4$(T^up9T&x2ck1}oNDJJiP7NoEh(g`$%sihcKYt~@!L0eplN8S|?!rhvwOlz$j z&QJ$`q2jf85Q$V9sNw{ST}wGPv^2(BkdA|IJswD4rBo^?h7r+k(+wsTIxWEFv?|^F`+vJR<^y$m?H?;9-AIe{MQ5LDS(f>X zWU=C$h{+lSPcBSt$&NFS>{`?aFU)n|V>}HgsHa$B9O+1AYEx9X72f*D&eYGbl+;$>U2Q5l<#F*yxn`i|RZ zWEs$GcZIYW2-jD24O-P`-WMUJoYAH`Iuihy)oNuoSgX~m+loF! zC$m#p^&^vM_KI}%X8WuJfv|$4egFhjMsXIKP<)n z;wcjfy)G@0;N6TU$}1qF!_q5>=cQO13NSjOc>>F+A2_IFw6ea=jOf8B7zXO7GrUG{ z_^p4H@Y0i_1fayhMJ6}&?J+2v(%Lr3m0}qWK~2U$?QF@ zs%}uxpw#=7~8KPVdAP5SzTDIk%B5a0;`99TVYotR=CRw7`_U%1E{2exZifEUhb;Q>a< zT!*3iqe;+|Kt+qP_HM4kjHxD>6K^aUN+t3ej$#i1k}fMuxxP~iEH`%OfSh+KlxnDW zj06A}X$EmXUwe_H{00$`w*#t=>UVHjm8p7TW`SjbSO!r{T7-no7V{foy}J(DUihNc ztMEQ4q#s)GiTtXi$2Ewr!$41Td_QXn^x8J%GJ2qo3MX`v!8^FK^3nxbN5$4KyJ&3t zF!frSC6lX&`yN-fA%X1RT?eXKKxX}N-VdM0_?oX*AkbDgc{h6h3RB4)*H?@JeY8ETj&m>Ls|e5`9d;u~MnLOfJY{ zm!QclFY_}ZS{Z5B6qjarhd|Gc`rhb4D6k}$ENO5m8A?Wh#!Qr$Vp%Vzy=MP<6FWuV zNrq`fmHyIYjT8vVYTQtwBjqvSpM7mtLQ%3$G;Ui0Tf#JZP3dMQ6V)WZb*CYv6$*oW zD5z>47(zZg#KtTlT^8G=#cmXlgDXFGo|kgQ5$cB--az(~AYmpSF)Agdv)m}iv4`M5 zGUdluzs-}6W)(2PUUTyr4Qxt#70aFYS%8Ub)Ed?Dyx$_>M#L!lJ2vR(Ln#p}h`$<4 zjVzxE$HK@xpIwqD#RDVgJ&G)X6bcwaQU0z!lOXT}jqb+hbAxgmQoduDi8J6Ty z$5oTk$O2ITYLt2kv1C%+OZpq+gmOn{U!SRLY-{>sfo3*xDl5x%gCKDmUaiF_dRy`F zyZ)p%kv>Rt)qD$VVn<>@w*Eiwn@HYpq8CjpJgSf+OaHf>Z_Q=_tM)IgDnj9Z>y#T1 zG>Y&G(cg9f*n3%|8n(cXKDsspC|nR~s(0%^c0VE2Yx!vBg`hc+H%DBpoNGpk4Or zGYjcNiQg#feIf*-HzKR%+cJTFu{!HePCma#>qJFn5YA;Ddv!LWHRwE~1Axjzp~89` zq=UhRmc4T}Kdpgm^W<3B+{R=9Fb(?p(Bw7KW2QsZ0MZpnLk$cBUgzKp-C4uDQ(qLI zB1ReMSWma4#FLo217((xtr$p<~AOAcJuM5^ zab!0O$yLT+2b_E<1Y2M$7-7?7MPG9iBX#~O-wKRI+&=sXMTU1&%9bH{#Sl zopmIri;*r%$;~{~u?ibWUnRI07gl`|&q%{HWvJbc*4NhA5sD&e3c?Qcpb9rM9h2Bd zmsM0S0=K)50=w$ds*xr_p51UC0xL)I==Hw29lQGhzvIu=%|O&1%!l5c$4G?2ftp0G z7Tk2~D5DaQl*XPxEP{x~+RQO<3Xfdol2Y%$d)k|HgaA5K?xj002glK$Qj`zidpw0d zr)*J5;fHHTk3^MnNIb~zJ|>&mYud1Lr!|ijwM>OIwK(XI``S0-AWfj422NMk+-7H( zXSwjm{wR*K)Mm_S*ZZuv?kj~A;N1pLHK-BP3x)!Ny=YI&N{uHn_K6@hVV5fWYKPw) zg$PMGM3|fy6&?OlMXBJh9GeLqn4Vpu_&`xNj62GLt)exNJf^dP+GBUPC^juw)M*^x zkDg*MVv%WyJFqZR6;cSp0^s%apT7ntbimY9R96n*TL2W231sg?kDUb)R>HSOqygcL zA3Zg&SzfABZUrNACt`%OC!7{oXQRY5*@I)+MBRDhtmYG=vS{l?_Nm2MGnj9-uYhGf z?2=wfoF%BdM?%OHjU0NBzdgWUDJ)bOTW*1_&-XFRu>!(Iu9<;jI=~jR#mAuE0Cqu* zOD^lCNs9??K&nn!Tty7+68-Ov1tWBL5xOQ@Bv{#%i-bAoeX%a*SjHKjm6ODe7k#AdI(!4q2sSG7+;(`k@k=7e%Nuv#~ncci@2mH&^f#ua@t` zY?8LhJQ`p{vM&5#Yl)X2FjZz`0~A*(0*f7K-MyL0uw2V&2{t|~br|MuR8Z8(OA{d- zr0*f<(Dm-Xpz|q)6%4`>UXW8OW?gBKijl_Ig28a*gL4HPBY}}044d? zKMgnZG9nWoD{al!oWz$9-g$S;z?lYPv0y^U&Ks#7AWyPQ=ehx!0r8fllTC5Xo+2XI z*P47Lih9Z}@Bu=G^ZRZo6c`tU(Qe&On{1D|*`w=M4F6THMOJ0I1*z?Y%Q_F0a>=gk zFM7xr_P<(*lA5z7p+49|r+)Wi=h6I$PW$5U<%qGW^(~PPz^6$Z?G{ z16HL}KBQpGr7cKk%Cyz+@;%qf&q4|bP+RkWh1xi)RI5k=Hf!_pzaj*E1kU!~X%n5m zDRLZBPJ-c%#;dd4Lx~~#7grpAjjWoV2D4F-d>G~d(WK_|vuiifC<=TWVtYb1Q}R!} zO+Y~fiqRPkWy&A%z4O_=ycp%EdOC2q7E!KeZU#+?4HwiFGU~ueJX~9n9V>EcnkmG# zWjHT_yMcyQ7U+nF2&h&n;@h#p1eAG`O|J@%chqRBgUvIK1DvtsYEC{+0dp!Bg>lF@ zOpO2{v|5>U4o;avel_9eZe>k%Bt$Vu>sbZ96EeWT3vYJ`OBh|pZ&Xu^bZ(%c8G+&C znqyp$rX8ha(;9MBJ*O6ooRCSngGRzQRqFRPEDW#cPPL$YgV#vfU#umxD)70RpYxFs zJs|V=)kRmQI?O2UHD!8+WXfG!u30r+Fqo89bHy(>%{2yslhW_F%+8At>`4!k+6!C2#Fi71beH^Np%Mh^z6A1o!L%eDL4r)p4h9rWyOt0^|g0CtqG zuKkX%%JBdpjji*@kIDQ_dO%_Zs~1+oI62c)mM&!oP(+f?0|>=EK52Vsa)h1B?8O|Mb1*SK^zbVXTr(Z z2-|4FqJE!ntWl7ktW?{X_h`4S!iGt)=@W_0&ctclgkEq!0yTrfQx2a6c!P87KpGtysMLVdZwfN}~KMFBfZMITdt+ zOD*%u2@9p}zuFT?$CQ<>pHaK!fZn-fKCDQvk;3H4fKJ8I;^m4RSc72cr^et8u4uEA zXGcz!m@DKhG@X-$)EaZ_5Au~17LTZ_9ekjZU1LXL2WA~^oPrEKGxY=c7MX)k(I0c1)GH+pn4(Q&*W2r>H>1#&MlFd7XzuT}!Sb>b3=qi}i+u_Yqyi^3 zJbfbCijmSo#q>C$!$i0&EM$&tMDNK=9s6VT*OMf&)UnD!cHH$hCM0i2LBOj3#~av+ zF9b45$U%i;iJWM%*c=2+)9{u6dAsN)F%~}1;Yp9ABIPS7nmPAL^{Izf-C9Ab#?*D# z;}RKTi<&I^ffe3Thx80D%(ydF zJYo=OT|cF^3Yoyl$tMR*I%{=o;Ei0P0yWCC!(*qk_9q&Nwu>lA^YnY?Ci!Xj!IqbtUJD zJJu}vXCy_1p_5~ry(XLcf5g6#Z0Qg=9kU*ilHR94v{_k zNMCX$GH|G%Z&xf)oe!GzBKni*=@~iIz=ZU?*I@uSBOf1~jyDU>SOU-6as&A#D(Ubc z=h(Z{q;`)11ifkQzyksDE_>8n@rrUtvU;Jj{a__q_d zLQJu24x2*aX1IXjA?UF|Q#?unU+_lRiIweNqrxpRFcSYUNGX%}T zjWuu?1^8jBNKgGm1jY<9Es#$c0%fBkE&hF^-bs_14j+ChC`31nQg@YH z171v}mN5`&DB&3xpx2eM^{N=Z!L&c$l#ZyxN2(s+t5!s;)zsX?mV70XI}l}x39Zhg zW)EB~#ZoL1y4HxvFtg$kI+_BvZvj@TZ5U&N)(#29FPq7O+1zVc*(O!B)+0Hz4apY8 zr0-7{*Jf8v741^f0DuLV5cSDJ0KH(7DNR&QS4N$Q3@eEs{~9+VUkhVtyi#jglWZ#> zWV$0Gr&b22;_7s>n;w)U*uNmgydCy;Ex;2hxY{0Qv@gyz7obD2Zh#&0S_YA0>T{_x zvHNu_+N=KnO`P4|uA-)~Uo9!`RTHURq$b?htqw~yS(^?I#-=KoOaOvtho`9Z-AmN@ zgG9_~))N639%b+$fJw66BbSs@PM#{%hBbaHRy)*Du}mqHE2V;{6O=QM5x|wC?sUCp zv<&Laa2fP0uB{f!)$B}4UX^W7tBj8k>kC_57^$Y6C=%u)=;3I38~;oU$162(5aO8D zVx*iB%lhpSsD(m9MNa2hEJSU^nE{FPZrJvR(&R6W-B}d4c!!6}!zzXyX@5L0E3h0yIpAxiA%bLt~mableGNg#(-Z#>*N+k*7dw( zCEY_cwx~J9rrdVLJBm~p^hvc9P}i7)iR@mh92gnDblygH>cE%wW=Si`A_Phty~u;T zmcUOef`ZuCa;9RKN9Ol~7FZ{Ynh^ntm)VeU$hFQ)3;XCSGE)Y4F&dE9B@r#EB;h;X3}H03tcv-1h^NSw z6lkG0_{jGdfpno;r-eZhIugWK^bVMroyt}ksxm|kA12^o&dtW($zs?8o?lX0K zLQbeP>$S8*)L(~A-PU1?fqBy-mTdHeWj6pQFFhYbBfbj*Ue+F};3hyKSK|R=1vv4d zeea<fN4D)2O1OMp^eYOkjBl zPUOj13)iMeOi}=|Kol--djnO@L0M0xx9-kvHdoa-D>Ej1+1t84`ne@*o=$z1>{}e* z9$;|~Lh{4F_)hC2F`OU^V|(;tXI(oI;XVL#W$D~QE7akRz)S9kUZR6gQ?{KAS`mU zzymIOsJF!O$em*@Kf!uKvos@J4T^qjLW(z*U*0OqNc<_0vFnhBdnif@Fw?L3NiI>f zsLBMB`Eo9kt4V7ow4~%Kv@*M2beq)COdWCF6oa|hL(?;m$F4qEZ9+{HXL`uho4qFI z$r0kCWH-xVc0nGUC^PO6S;m%IU?-Gm*ji&)lpeAQ776WsEI(qAnif9Nz#<8tS8mTF zBBKtE;!n2F@$`XBu{9l(LXFLi0_m5GQkuo?X->RAhYN*m46ozpBvn14VTkVH)DY#YbaC-$R&W@Ie%Sk1bQBUQw24c=4QoqV1;ci zr_tjHU=e`z#HyXOT>fex$NaiNR;Ze|S{6qjlJ#t;hP8sQ#JaZStO-TAIz?nB<-E~7 zBHT53y3ER#ju{35rNdx6P$3QM+u0M!KyMacGM*6OUIW**hNO*!hWp-n4>28!cNUH> z^PrHbX&}t%GETqQ571ZRh}Ym6!||yFloNQ+p9$uX>PeuLTbs-BYxHok@_DmMs)-mX zufv^Y*ASsr>bqh189y~{wX%q^cg+@z)UmD*2jt%2(kcR~uad8+*q(q*^w;Rp*ZC_j zB3&+YL2F7VF(=BabVT{0SswOFagK=ER4UCT=?;o|rT~m$zS2X5zFi?s0ak4Z!?T6; zl|gBSl~GwoS|YHJtV&~B=ZEBInPi7`7F}B|Jy6q?8SRXu2lm=L++)%85QJ#CL_(@$ zwni{3c>o{AXhqmUlvogK*5>OoXq5*L3}2!MV~cJ|Hb|7dvSY0y&XG-O?Bxye3kQm2 z@MpPYW64^b2T0WDcET2Z?f)E&vRjj}jjTMSyZ0wyhyp@hl@E|KNYkS+3-n*c?ws4+ z5^21WL%RGJm)Ap6OVF9}#I}YZWILoL@x*U5FRvR|*ka69tuuiH5k6*W8#+PE4&^nj z&4nc~kD_6heb3d%vF`v z3QY1jQ`-`y7j;t%@AfTmR?*8OS46{xlPYd1q|n6nuY8U9zQjJ@eL;WvJ`!c9B(%Fo?b)Cuf!P&C4XGCJkBEvGHY>VLx6TxQ3K9m38 zU%oW`x}dC9`qU^fQUaj{@-C!LoY@C%!l-(0qei_Xg{Hjd|4+t*W|<99@IS6#UF}nr zkk#uT5iPVPQj)PdN^dplk#a=s5Xo(#B_UTz%uG9z4n zqH>_6^GunZ6PR>Zt?J>N*cB*@!|uio`LyGiy%If*6B#I*ddS@QFtX-UF@{lIgs0Z8 z5z$c&6!R^mTvqDxe61?URp8&?)hrq){MlvL5tvLi>QJ^L_1T(M>o!D%O1J(kLFy{! z(4IUn06CBmBzs;MWskdebw|gQinl~!fV)4{|iQ3A@1w^HyO)O zck+LYO3R2-862Ic8gW$;bWu&RDJ8vUsaN61C2>#@Q!}h9QtVvOs&%NuAA^B|@Tg)) zHCYjl2oK2sq)oipigZ}yz4R7)w<5DtaLSHFewC684{Z|a|9QHzEIW>4iK73Ui`EiY zg>L>6(>~^LMZHH7iOgucF*Emw0vjhgYGXlfO5`r)Cs-(YDGQRL_thv`JoSqvD#^Yi zuQEt68{vB=XoCCVhPv$u1&t5MKJA-osveOm&~*@Z!!^>9i0eu$3z`h`kjUj2k~;g7qw1&Yy{qk4x4T8*&c~R zW!l7xG)xoBxEuyfSlnlnxq2Xa(-G03S*4*HW+G7 z=~BL`3-(kL7VC;b4o7J4Mtc^1(GN&jq2-&2g(w8a)40YSA?M4lSD*(49h^3sS50(j}V)13+{_< zc$;qA?uE1?9}X}Wgs_Wgr;15$ox+MpAq0QJ^}gbF+0U{v1iZ{eb{#>;PvuX-NRbPN znMu5_x4OE1Hi${+0YZXMXuw-* z0iR8__u0h_BpCRPZyq}$M}gDN#g zM!|9-oH;e1)EYIVQweko@Q?|rI2gb@qQ-uR5aF?l3v95`u)6OK!mO2q3rGmME4h)r zXGO1)WR*x~D}q(Fmk8~%qYM;`sc6!!Gnq|rqLEN2TIo?mX7vnTQ$U?fbqUr!fj0AJ zLrNO6)yZ57+LJidDUaP_z!OP&N7a1YyMmU>jX0t_@iDoy@SuL%6g0uP6Yp9!5|2(T2)@%c9nryK`{*FjK-N}cCHxdz{Q&@-qMBH4XnfrgX%l|XCXc7D@~JQy zPD}B%dl*yj)!4=oi>gWiCIdpOR#UBOhK$o;L>CbjA55<%We(h5M~c8+!( z7`l!jM`L}`d9_>=Up`k;H)0gL$-!iPUoOt5XA^msgTqu0x$`aM7iu&u&|_} znW8);XJVlw&wR?|yOlq)r3)m+e31I=ExUO@va)MXKI6$s%~fNvk&C8wp{2D!j2g)Rq3};K zk$560s_TJTh-#p|D8)IgboK^psUoINmLsWLDw6$c8no)pTLn6eM$@!0_Jp}PoLZmM zt-Z}hN>%>P{V9|nMqH+3=8cMzg2C<$H+ulR+Hslb#6>l?FW_ZP`RV81fOX`dELG?) zMl)ad)%oJxn3uC0S}#GAye=~)N0NF2m}!4Jk4fw*eI_Rtqw;%(hCwXRvJqF!37{)p zirS>DZdWP8NXGF%jKOe?Hx7o)mdAhmSVfm!m$(p4l+k9Vyl66Drs@mW!X1mSbs9;? zPKO&_6J1T0Ae+=NpDi+a%t}EsyJ+J)`3)>Gy9faFZOe;@Z){e_rUEu87z;)AMuKRf zb)9L;V+$ci4Ro|2S%Evg^ze|HThoBF5|>XbBlrMOK=78s0g1y z?sOucMg?9H1!7+yfFSX@_|DEr8*L;;xF5vkDO?lXUBQcNuUmX=Si zSZ^nX)U+iPP{sww&=_N0iIP9-6tkoVJN4!lHJGuz&oY?sg9b8R0NvH|dOQLO7|Wi! zNLiN$oZ4nZ*(I{j#zr*^NyCwi>X1aTC%P2eFBE7#N;G9|@EonCi#9Ua3zt}ydaCDd z#C=xlp;`|yb-ZME6tI}-$TfZV6an{_Wi><7_}@AZX)BtfLxo|2n!z)DKjq7@2(SVO z@R?|S1w6VlP`UE&5#2d-K*4G&}Oo6IPm1>%l9XJW$mOxe@-!)>^ z-pJRGUUUiMJJ)R0d`u(gq0ey1Y#Ay_0QQQLnivdH)2e>-;-X+rH{m^Q-=ko}%%T?r zn%)v~tm>r__(wWl-Jmiif4iHo2q;c4OazmNFXW;Z3BuS`KM7KgjJCpFG{TA+T9~M` zVT_SR4|kPQ*qtt_@L96gapG5c8j5F-z{$=)vaJ~#^3t^03#qWq`&@%}8m5+qG^U*T zEp<{7qU6yO&!~YwKgIjfR#3qd08US(<%F_&E1(g!IfxfaZKMtA&~_--(Uwfh&wjs* zSJzo;y%TH0`P4zv3fE#vxG@XZ^ZVhTlF;77KKsf3?b^Q>L!BzxEsdjpS(Yl*h^EL(2Vy5+rJHM3*vmEOqS+SYgqYXK^#A*Bu!Jf^Ds7_twqg>d{ zGDVT(lEMxh+EyM$7tV*cPPb@_hC*yBqWbzUcNKm=$z;avQ~9nF7}{KjK@~`B|FDpg z0TwS#Wt&&K1W@R*RS5V@QJ6la-<2nw_3eH`)k_H!^QR6Zz5-4I4M+3@w#Wpg1G^PZ z_YRav#7oc;4D*O_5o7E_9k4F^XoPAZf1tHL-jRIhnns6Kb(~S6szZs2I|I8}7U6IK zSCgEzxHKiKq?p4`g{f(zWgD~ZGX|^c4A~q#d8$+*g5SDoHHg}JeI$5ibVjS|W+aBm z?ts!xXTsveZ;Oec1fI~bF28D_9VAWfsLSLjw(ymcQUFXm?r4QA#^***0awor6m40z zMh*gZISHbw_Vh{7KgS`5({U09_Z zWt+2u*{bQz&9$O|3={ghtu?h0Th<1DR&AKbyYozVLGul=`#mHoV`a>N2&+{uO2Ddt z0>f%TJ~d51O}aODw`G(*^$vE84dCH|xJ!@Xt~N0y9GKMgefvmC!eN4-ytIr#MV{z_Z@b1Ok%f{LHilUu7)rMFWBZaTA&zc zQSIRODhcinO^b8(yuLcoP}f|5YQCL@1T=;hYtr0=Ii*G}(&8F{*gz%~AYo`Cp`C;h z4GoJZm4d|b1iv(t>6YLtsnR9X8kRVB-Aq!8>{hQr2cT0o6N&R2aN~t`4`A)zH*9ui z;Pzc(*OPA9wm{W2-5sxswjqH%lb8|~IG}a|5x1$HL5bTMqm{xF_|ATkoSpemF=&C=cIz;CB!$W{c3BXrKkf zkPsoH(G)D6MJ!l3m0cO4Rxd`uK~fGZDMb1K9WghLSxtq!O10aPnXv{_4S}i(wGhAn z;e4auE@Zu;6`)Kl*;(ZJJ_L2g*HJw8=bz48aRm=m5oKw9lCWxA;VAYNi;|27tA*v+ zH4G&QM!WkSs;L%WLXYGSl!E>B@n+_Fp&}-nhss^Blr^jSf;nQ#zFp9&d7ba6ZSQk- z!8PBfh*(}`F?72(HwV{VG2wLqL`S_M%84}EqD3N3$Cycxbr(3t_o57hq^iYODg_LP zk(sQvAi@&ZvcntRG>j}1AXS9}3J}3Mm3&ocK_gcQ4{Y{1JX0sdxSfvZi_JC_P9R5G zt-9qbnpyBNp@A(1mLO#4{%SU5HVD$Bs|R};K$6$SH+3Se6{B_vgs#9RF=O{*0a$$F zcgi&{!QFBKlh)4kV388G`TYc1Ztr@W+FC&6zY7kGX?D3>dD3hIuVC+@%vu9|sKwzR zr~;7~TM1t2!(EoGSvL76qVfUa2!jS5&`{EM38qSR4kKqwo{r>0NDcJAL={dFcQs({ z7|Cvw8fZp9mL7{)Y^k8D?C!LpXOvP+2Q4Ohz8^EBB&l-|BZ_sYNTcpMRy_&=(AY?X zGZdEfFe8-rsDLp_*Hi3qj2V4P`DO0tQ3QYrMFW)Z(^&i|{QavZD;G^xNlL*~0*m=3 zqumHMjY#f=N^91mMKPcnslG9LnII1|Rf58TU!n{03HxBPCo+x8x}U)^y#wXyMmD?# z#&zb?_Mr&V)-*If3d%Y=Ef`+M9$nnA--_TrWQ)i!n zR)b?t2rqy7aOq!Ju4Rl=74^ksIVFj8b*z8Yj^v}8gg9InRVG{{TTskK#UQ56iX^z> zkpnU0MgA&1(J1(MPgbUdYGjxl?7T7Hm;)(z%6cKRNF&?;>7i$bkwzJjBVxb{6vVv~G z49H%Ui*@!yUmArmyb|jBEHsrWxlS~P|D=~ELZUvN`TMM&_%}!(9X1-@0`&+2D^JAK zE^ZQL5CydoUrLz^6cs@XI;}Xw@0cW>76xTsZ-vm-1~zDbN?Hje+jg#aLzSuhJotM5 zLTD(UBM;_41NjF@tO;1b_Oymo&i44hQuebE5tw(Zt_q^I=wv4ELJe`sLf43Lun+Aj zl7LqSn60ortLdN}OZ7;|g`c_5$`^>@nOt$SCT6AV_QBJLKT&KIeJ6^opi@`U#Ho^y zkvk08$tv6q`Hd)@5(Fi%6Ws5VW*R#=gY_D^Gaq|nbKCXN8U$He8r+F41e67lkJwvP z0i1~N`uXUoAmYcQH2kfkTpz&5J5fSmh}dVvLmEpZ!s#c@?WdvvvS9l|ywoAoAM{^y zM~d=djFHefa@sLT^hAAHw0#3?zAy^to~;cd>`Zkr)M=b;>hPKCT}X@@xDyWf={-70ge@9{z4!*Z6{E|1z?t-| z3Lz*qJ;jU3m{Ppo-sng>>pl!vbwA%9=OtZ$b9b=QMM5_A<@m10*Fdum)m&gIv!z3; zF0vHNeu;rOVp550N;kszcf2EA#aYu+q>E23Hg9PL{Ps}-ad23*KA|L>RF;)CL38;U ziQ64PMYLLw6jD+pZy4Vpjt9a7hLC}p7=n1ETlrtcAf*i=ojW9j4e#PYT^T_n`2x5Q zt|t-`x{LA*Ghx~a)i+nPV+0iU$1x<+6EDM9Quf%cp-c&9eeqBY3a6*OyMjQNJI6bYP1 zj~&mGvo|)CZle+t|rV8u=>}ywNgcFDjDl%I42S7Gphg-b#);I-556) z2V^6p{jEr)aD&+ zLG24kpl`F=3B4pRfC=faxEyOlfXbKYqLhp0&uwuN?C4I(YO_6Y0va>3xZuVAVeiE$)sUdaZvr#k7hnUX=V zz$0KsEGb{+xG0`(sGzmJ9u=;PCMf!=Bhi!!EEiAK#%BAlN;It3afa?*9;Jpr9c6(SIb@}#%4ZiR(n^^9-u7>p)U! z_$h8AX!U_uxikIBILZ&Cv7-dr=FzDYXP~OSmZTz={5D>QL)GMjbg(SeSMK->k&keR zg)TjLBL2!oa3IcV9den|q$(=)iL|;HA+0p=Gz#$@JW~Erx^$^tfj)31vL10zTxlr& z+s_?Z2FExIO)EFKqyZw}rM^UX0DB4-$?-XjTgw>8)P*+ALMYvsVX-lXAIawkY*g>` zZaw-P-l4HpI=9!Ps7RF?%!D8}mWnPtkuXi;bpt3`p*=*P3|53LqXiIVy5m&4>MeM( znhoU2(IG)%0oSHGUpI!jq+St%<=1pB;36Xunx?x$H0kIeWkKISbnlopUd5quClw(* zaCdh|19Rh;zaoI)7)H8{Au(MYa8-GMSb$Z5XeZI85bnqRD=D&@m$;-NZUb>Mj-qr} zK?ctP9ar&1wHo*+-)$kfo}sxB`fBN*L5N#*6wa))?hBt;-d9W5m?1ZJSb-hBj(WQt_thDH$|MzuJ=Y0IrJ zAt)ImZf`%=^n+w_)){pf{fOx-0=$N-8-gL?y)tZz^NZQLCcD7f903sARpzH?HZIQJCv}+{-qrs_KfTzU@OV3LtZ+)Q5K}cQrUK04i z69i*a4gen2O{@g}1@OJZ8@Pq*x+r zi`W5^P;i8CR)f}IE!C(V4G-R7R*nU(8wt{Cv9O0Zh^q!qM{7h_lb{VXi70+%mx9(Y zZZCmxxgKwbB$~h@O0qLazLWIxNun#ml6mMe1;la)!)HJd!(YR|2=(*%ss8%jVwCZ6 zwcef97y$HxBopxbCgf+p=C~%2vG3R{_O9JsA7Lw{*0Dap)%A`HyjDB5QjffOP`Qh36Tl}(NThyDjFPmrp#QqG7xZ(flx^vxSxJCRP7Jk z;n)yD5`G%u9a?ny0dQX6atm!_b_UC@wo_`?OE{HEd>Z2d1hyQMkJ^Q{FG(h!F>ur7 zA8?*=_;*3v@m+1i@A%*cn{ljbE=!QqC0b-oK_s+V%r3#rVMw3oBum6o`tk@&`FlInqJh;G8x0Z;F&eTUXCo;|?N*4{gnCsew)E|dmMz^rxvPLo1nnEQwP zM!^trR^&q+OxFRhSdPJ^q`Nn3bPQjvz_-Q}$vf7f`P3#(fjIL{-w_uliZN*>Kurap zfNche#uM4>%!*m8x}-HLXhg9-kq62rWpL3rAcHCMBH^D^FV zD$Myt{U4Maw|i-J^FZ!cbV;R6JbOvgcoBTE$q5tv42Lha(f#52uOgUDBXlGL8wy6h zHqoFRd@am6t5YIzhZl?B${t~0bzM{O5iquK7J}4dfWoU|2^rAUXRDr*k)43Im0D#F z7u>KB*3gg<_g0i3>>!z^%MNBDr?h*C&DupGG2ISGq@yS=fjfULTb5!Wpo1@@-%p~* z?Oj;f3(<_Sn=bVY#i&~%I?{CPUJr^D^yus|Q{=Wd9Ia40bCzBPifLM17i+Q6K+V$Z z>9}u=+E~0s5p83f3LE>B_Gn^}aV*|NB%fAbcb04Rs_l}vSYdQ&;+IvqcjG6jkUQmS z?HEJXT}Nx^w|+%uh<-zYd!g%KtFA2`$3uiNc!uw?fkfbR^+2jQ9V@{6yTSdAp-Ct) zsFtmJC%}b9SW@T1SZWJ4>}3qgrFG{#K)B(PatFaR3TaSiO4O2JlRK63yA}7ap$nC{ zD>sNYL1mRa5^6xS7C{L+R--!st(LKh?SsjN4@Nl(islbOtF|HqxQ<&fZVNoY&NY`8 zKt_V^@~2W`SkjMu(IzG!Q?J&dB-lBI(SlZy*e*)vGfW|QUuvjn1rgC~g58~xC`dw8 z8_cv5^#Cf0;l?9Qe;jlMfsVUCo*QX%ibJ*{d8WR5yxfas~) z&5rD@NMVw(q)>qFwK8zgojfy!5K-UPE!|!S|(6Q;_QitfJRmk!(1>r5zi?Zyb~jG3FfE(m?Vq1_hPa@KSpWt67}X}0ZkTY$y8d7>f8 zgF#kNVw|tAS_qr6gUumocYt6IaRTeE?OQz$t%*UIhLHuZ9s$|8A6FQrP)_tBs(^K| zII9vN-U0bcpzaEJpv@H))g<)35K7Y5NF{tKK_r>I2caOkwq_&M^RF+3C>bFDF`zzy zQ~ml8eT5CVu-0rRJvM?+h@Os!)AQGKvUw>9R2);^k*F}xzKIq1*9D%c-rz(%ml^WB zv;+SnV@EHim()0FEd3azS$NPv(hWPO| zqfd#dN+m3L=Kh4_*k_$=SWf{0XQd$Y+2dbLN@D+867^@tP2 zQl%r{mV-!=3HC{#>`cy*r4&X01k_-Z>kDm^PVuE=ZY`10OB^{-#o9OtRCO@5Cl#{* zNJ?8C2W&3nx+~LQfgg;+x?RiA^RZ~W$UNP@fDO@-ioby2EHMW80L1;Ql#lu;)-IKT znDz>PcTACBd(9=AwG$ZEZRu$*pbBlI2Szm=n@M`^3~%eZ8b=!<&=OQKYSJ(D3fU#1 z8yj~yu_F`X(3q$rRtD7UXjGY)^xbCV8!^?b7_k}UIh4J8k15F!Rwe@sB~2X%=D8nxi#YT4m9C@aW8;COm`)%w8OdLo)sYnJgBg4 z$vk9T$wrp%m7I~JOUCz^MD9jW0R+xF2icm8YW~hI``8a8Dv|T4Q+qvwZA6g6 zu~Hf@o38eiJQOZL{~Y9?0lZenv+LZ^8Kp9bw5rXMu;LkB7v$=2mbwrU(I5xRb}hC) zDWp?&v1j4ejnf+he$iItZs}6V5&;B#`$J0*2nq*Yi1*ygge)U23o(9&WHQV8VALe6 zmVlQpSQ$GTR?-nq$RKGk+xP-c6YC;6?-cVX5s`}UDsBXsbc#8&REW|(tC=5%fq)8$I1+CMwE6^$-=d635*>x{}vzfvDol=Abh5ASl|+ zJ?lH-k1eOpn^3M>6sz}>KBt3)o~fk17^q(sEnrPH7Il&plml$BRcZU_Gblm{(8LGK zY~ZMlQ?flsolBsoVgi7WL$sBFr4A`V`gP3TpYipps=RI^{tU*AoQS3$4zcQrx0R1~!s;!FXdEKx4d} z0L$(ic0o-;kRo2LlkSF3Y_Mjpfdxn{n^BcGX<4RrgQhdAlv7LZrxOHEz;+#R0Rb;S zfH^O^s|pB8fkfKf;Ylp!HOr_EeZ>-)(2uaAV&XOe(KjalYLbf!;RTSiDMC!dUya)Q z^$G$%3ls(m0C^&Ybt5_|<^rgiOT1C-I@-anOwPgvdR(C?SJx9z0Jo-3ZFS_N5D`*L z0wH%*+y)Il7M6J8-w6=0lG2TZ(WZg138AsLsf#4vY{jPgvmB){(3k9q7vWA7NJnWQ zwzml}!lB$F9)bGUbQu*dpqU97njktOKhpgJKb5yx1O@7yy~y0^NO}p_jS~S##!$+o z(bl)2*r+|Vw-;TP+G}R5Q=tWBwr)z)POUg8njl{GsTvPHL>6COS3qnNDhppbsGSTD z;7^HT=|QbMr!A~UR9%9~XhjIsC?SF$v%x||J7UI;`j?y-3-@zsrs%?-k<1I&0aA&v zvt%%%@(FAc+a((z47kK+ufDA5NCS_t&2p9%&^nw6{3Z#x5$RQFh?iB|mQBJ-q%frN z$MkL92Vof?w?+X{+ccKy)NlK+C-@FZDm1d8eb2IZ7Fh!Zof(C}uOIWp}uri`uU?=*8 zQ>z=~25)guKZL%kiY8Ka+bA$YL9{x<%Ft(4(WAGkdz|BdWXj51! zQOVK*Qx3YPL};>DjK?LK?{O3V_YQ0kfo&uzj?Zn;QgDZ|pL)zZ3we1fivcO5pYyYv<#;2-aaPH7iNi&S>-EP9*5Ri19nj?G~P# zM+~(m2i&Pl<*vasgW8us+R+#!dCFhbB;6%OYN;ioR#=N|7)0jR*pZ*QVx@|T;M9bi z(4B=<=xkkrM1>?|5G3&qj+sF-Kz614W)4Y9kyTvK0<)rI!G7MOr7wUnfeS_5AC}P9 z5=b(7KpH4;?@D3E>2*#N_q&Lq+1G)QB&%Rc1SGT|m!Zfx1#5q z_%12Sm6A?UW9^C(CMgrUB;u6B038r{0=(FLOS+4c;-$?Am^7&Afr-{RvvrmCwV3&^ z>OGZV@mU0Sc$oC}J1d3qka#6}lj-g+eCy=6YuO23m)2gS6?=Gr+g|Kjp&kzPR=LsU zYLA)6p#v0joZfUI6#pV-?n^rfTK`}LNo%v6F-Uxb;590Rd?-a6Q>%rTmu^4>MN$m` zAPD7%%w|j3$Pdl2&g0(JfTG~GKPAAX_c`Z_ZqiU|%k&)w^9Et&`*K#8he8$clID7L zz)r-nc-5j63PgR)qDwZy>K-W@P+b^qxL^hY`9#62W@k%?6fieuq#T*s>u_)rY7?G}5HE5U{RP)Z`rbIG0J& zbEfU6g&|2-;Mx_YxVo=Ipe4jO48aCHlXmJPvD{%O_3SMg2^@8O!^@X&Ih7pKjG`Cu z%f3uf$O?@&iw|9}f%2`JAOiuT7q#LMv9jN~l6j}fpy5(KjkM#Lupe|QMy-Lv4CHHM z1NK{$wWJOJTs6}6qxH*pD{D%XHq!$;Y*Lwg>L z?Hz6nxZ9^pF@JT4VJar^mm>*U^BN0Mly7S*#EC7@!uYlg+MB$Zl^|3!U6O->0u!`WRbdF2Kc^l5;XkUk7MjJ=28j~bo8)A#V=t{H5r1F0Q;=ltk#|@ZP+{L zjx7X_YLVRSrPiC!P%U)o?IqcUr|=6M03UXd0h9_gfs}}Dv-n!Jcl!tu@t&8rdS05TGe!?xlVwJ z$>NH6PsTI17uukLwRR74>*Pxj{H00+bp;NW3F<0s&SIxFT+4(z*gPD{dS%!E#=%}-E#fjsbA zo4qoAKOSKoUs#s3JDe07^wKUU5G<9afuS$)v2@xt(51SHU*$dpV6EIi0G1aY8N)LExFxBgY0xX?xLI^4pdr78r43fFlF*&m_Tw)m3_y0 z1xZv&r>rZ^r>#hGFh$)bV^#>}6S-prFi6jU9Y%f8w-1$8q|^nbQX3tLL^RE!zT|0* zXr~bMDDN0HG=$#Hv5K;sBKn1{={WN+9-B#){2*GAqo7eR&>1QfM-$nzO^Z~Z$nyHu zEnajqSqqnB3lzJq*pyhchl?=FW<2<4T2Ql1*IX!AL|yseEzsSkb)D)&_7>myKctdl zPTcj|KJ>(wD=0;M9a%+$9V}aLleclGzbalcavc~+KqCmKut;c1$*Lc=1D(BPBX(Q; zYP76LX(6EsSj0BGR9i_KzNeI*XyA3c24W%N#T_QVY6J;qv7&)kj7j7#&YDId{r$cY zGZsmH!A*0*Vc+?W_w{F!05+YU%31W+imS5diKrMwv|_u0MD=0)ZP1Jmn6^5v0`bMX zEhdEQK@G4x1!a|ymqE~w* z_60Ks;mmiPI!~*LE20w~Gqu{MsH<~%haps)&4BB5>EkqTmMlX5YK-xv?i-29Re=7-Uoe8ixs4w}m1a3E<}x@R?Xh zvUTIb(4^eURsI~sMzsPRELiv*kfS6@+Lki2*QrhUe8&$@Eyn#>e98vz(;==;H*hFbJel5~O zpGQ{XpS;$w1#SIYC|A03!263m1qJJwT1EU(1-4k%C{dHUn7KaSlxl?AWH^k#?t;q) zL`;SzcTzVh6V{cqr2(q=(N7Zzu<9Njl$=9buB7(MXff5m)R`|#1^b}nEI0@AuxE0{ zg2bE-5ZHk+UDxx33t&nT1!UA4HEN8>oiT$~%1L6Ts|xAzM%KPeLk5TZ(Ku4VP+BBf zarQRDXFtqt(j}Bq0(-(?v|2Z)Mf-&hITahNy~4v_On9`^GUlP8OMCiqNZG>}VyhOw}fBve&Qf#(L zGs5|Y4WM1cDQK8)nLvir?XG*Yjs~-FHE@J#-dRDJiIPV^@z7MB17ST}RI!Xw@yZ=3 z0MVr360=>y4v-p?&SkhwK~}Ttstr(6WYY>6_YIm_I@E!iVLRX!vIgpIm7&w&$r=gQakpVWpx@>=qT_YI7RWXDs{(I{*pCbqe(mhsQD~~j zm8lV7FYR9$q^^$vrl2G})2G`PvVus;*=DV3soZCi0MNcp3U=CbbwKP>L7-Q(mt-Sg zM!)F2}*9BCk47R0?#e{UrWPjC|%Q}oTa1&7qqq@f$@ z)BqYO?_q_pryD6r-wz>FkM8u+5|#F1NfxOzrW7PFe@Cg@yhtM41WlO+K49c52SBIb zbY4+g2Ua z?AQunJi^IHI=Y&>G6KRO6S51{yk>J$Vsq;sD$j6kod~WJ*<9tT`V>G#y$rK=BSW4+G6t~o@QdaaEJ zD9vF&m+HH|wU-uFEJ+y+#%fO}IvB}HoHzdL!dX=n`4qM^62S18AOjyo2j}pH1~ph; zpNFu5R<#g=C`**m-GtL{P{ukn{RS{$c;cVSy6dpq7Zh7}tsd&1(>S1xUiBp*(Y+uUdg0O0 zud2m%J=vcG33$>~g*ewWy*L!r+*mDf5GopMv-VcBVRI@n3P}dSI9-idseTMMy1pZa zZ`m3EcGlw0eF`dUbEG_HwssihLmsmb<0a?Q!oUnebZ8!8XgY-mPa3 zWfIz!qedr?)Z2pLvc8ihUuMUCW8iFETp|%wZ8J5cU2~rD)d!ji0zO!mv6D-qUC3GC zoKz7iSzl^6LSI_($-rx+S~me`=Ve(fUuk5;478DLsoe`|&;OnE1p=ah1_=3Md~qOo zK&(ZarTtqZHZd>@#f%a`(o=yqws4U9kt0VPUG&jeX`qYLgj@&4oG5XZ5sGIK-T7>R z+~DA&>BOyqJW1o3VFCl{0lZv2Cc7aPMFZIsSVOvqSL1Fmakrm%8CQ!#)_o9B=Zw${ z-AeI>?;M6razqz?d(<^xd(mG4UAx?%$3gY!DG5as-%EHycdF}!6-qUT)nkcrUA#_V z1|;fsRF1jH8r7Va^!ruy%mBdvxx+_xtNM(2c)9DxdIkZ#45%_G;m8@>3X?oO7OhiN zSy{C#J_}S@u?t|ruDe~<0}q4NTKEv%6QVC*lgSWvyQn?oZU!ZS3ExEu15|PYOgBf) zE%KC})yLJ-nqp*&Le$)~0cJJI&w{!@S5%GX>R*czZ%PJBOe%C{glbS-R>YiLB**~F z@($auhs^B&Ie!@eQ`6hNIkq0P%Up#|#d z$@S0QU2HZcvndR&)@Q~tM+!)>>pC-P=bpIR3ZAON`rSS-ikP?+QD)%4Ub>ItG+zP9 z<@mAtb(YgD!0sNX>^tyj%|*Iuj((IAy9r-+P2yWF%ooKLSeckdV8m53Evp+S9UK{L zh!pvVpBQpiw5o5qLhSsA4MtE^&lNd!SB4`}mbgj7b|q#B$ukwBb|rLLG=J8RO@u2d zqBR*5cbh!)p~ZA>T>QGp+u1MT=+BG%U`ds7ltOemtB zJKusI%+g`53VD?Sfb$6enYu0G*an^0Bmza6*_6@6DdA)z@+|A%z^>6yIhMM(+%M`u z$(D6NqE~UuuG$_2YQhI!6K0)!pfixyS%ep@xt!ErwCgUN=?&prNP^+%3bHlJpSH5r zh6TOqYuEV_gkV3YQWFvI-Etva^v-KL3vy94Fi}>(h(bR~ScrFMX%#XrjX!79JW_vi zE*=~)A_pg_{UmGGJSq(%XVRuNf3<}nK`u-LC=J3FQU!-$#`O<`aOG(gJi~74E|1s< zqjvsNWE9^;I1FQ5o2@71b>?S#@YRZw$M6NA0=sh$8iIbdfWV5D5)NyM7As3RwMG%u z<$`SDxix}SIa>A#{JP$)SXQ&ORG6s+0+JR;uq6$h6T5%M{KZ<cZ>iaVoa04aGjmmxO5aDGk$^ zFdPP$T#8-OZ0I3d7`s@=tTbI$7OY3XJBTE3!(#znW6C?V!P$n{IdW&7T`2*pSOsca zuVj@N)*?e_L<9Aw)rcrlK|Y0*frze1qho7?ezzeO<-(>`8S&J2G>g2k>CQ`LYiER( zDU3~NA%;T6$rMoA5y42Kiyny9*v@eVFBp7%AekdU+DZ8m*H(gp=mdZa=Z~EXmB0BY z%BEw@Pl?VaIlB`DmIUuTa&UxQx~Uc&?y56Hs1eki?Ei-KwVdkQ#|hm$Fm%mXmA3pr zL&2M@uMF__{^tQ{$ciA`D&|&TPr!k-vW+!UQ0bPM9Gm)#3{?r z@#>yZgI^O;|D1eu0wwRKK z)uL+)B`Fa%%oS?>OIlSjRniIeaurgPWCc3=NW}hd9323=pn!HhoQA1bVn%|cpodq1 ztuP@|Mm+jw9b3S3{=H&5#egPRwR6P4ts;g2)gdBi`JC3PBLZtsM^r7&yB<-4sb+eV zhHn+ab=I1z&`EFcmsMWD(Gi7u$|ftz#=<@!_$@GeU7W(YI(a`$V_tz zsk#R4PMKPwr##^uKNFg@xS$$`FtttBP-8ML(-fj=jS$hpH$2mioUEsTH*40A4D$cf zX=<#tppfCF(6C-=8l!#_WGZz;FY;g^ZX^@{lyF8y6pwsa9Cj%$fV85W@Yy(EV);79 z<3=G)Eovgv8^*Tqx+VvXL+TWyzxPDuv8GHGjfO^`;_a|5h6|I4~ z`uH(d;5Ps3YuJ462yj?QdKP$7QqjLs3sfEK3!3^=5+&&ykVv-bhMoAUci!{`%!z4cMSb@~5DEE%I_a6GCofhrN198J+ zyeSjTs)D6syw0dkI2eW$(2=EXc%iqTKk%(x32jcW%B#RzQpi<#kiMaAc4p4?K*rt( zx&*b=ND3=(JTbk|K|au|r`B9ASeF<=JBqbaX1 zU=;dXJ|Q6A<~FrljRUBIZ`zD82$!mBX}d12ku~~=*D(LE%feZ9!bl-HbFw`y;ReSIEqC)}Bqe%l z2Q<3&!UneGj>G{6L9#4K0Sg&}OVlk{SX#5>3`-_$tBLbrqI`GE3pe!}-*iIcb0SCn zp+H>gEfUa*D$R<)5*AlsCHIy+-5P*VX0V_b|Uh11h zO-89NDyS19btG{#8>+?(U)bZ%6ddg##un3&jbx>_2^Nn)p_ovMhK8NSq_R@E6`h%* zf*PK~HpQ6QJIyF5SfVz264(QKtawx6`Ev7!Y^%@-Nkv_wfn#$|Sl(HV^)hfJPbJdz zrVTiZ6v{q+Q?(3mYveUhoIQ2gQT!4fA&!vdIw6U&4os+Q;-;=#1(OAdjJPUb0brR} zI&c{s&?&<@)7W3mR0ix2D$^(;prZU@L#4)|r{jDRaym-bqZ%LKY#l`?-)x5B8>B74 z?+Sqg5O+*&jX6{ZjMfpP#$zKd;hmAh$8$?RQDb^z&T_N0&l|xm9yS!Y;mb zM%(=rp1furol$k0mL~fw+tLh^a3`T6xGEZgOP~$AD*?L{C*3Q=UQ4jfODqFgweoCK z7{qJS_18LUV7$&@mC|woH{x;WN5s*M;anw9VmFE96`3Za(q;7)W(-*u(AYeToUcrb z!PrbDWOuDlp<1WI{BHwEK?bWyLe-jyoMHnO?7U?mpDXLIuzp4s1pFdM)3ltj3S;~u z;bmPtLzWRHW}`o$uW^OD0bvE?IdPDZs#Bt~U=8o_RVRR>D}$sL zzuuW=4JbafP+R`p4NV~)e|I)o%M?7q&AOvu(upN;N+Iy7{d@7uChS0j71CZ?q9sFb zYKGl=XOvu%n~REXJ_ATrC=l%JoJPd+ad^USy&@f;hMFD+Kah`mb*m_W^O+rDIABKQ zi5gR3&2+VuRP_Yn6{%}40hWcGB&@&fx50m?p`ZyOzzPh$V_KPICIXDEs`KD2_@*|( z4_J^a$zy^=BI}dI#Z?3qz_1?ZXpqp3r75Q2R~k6#8Q<4W$iOVdD|zl)-Y4rLDgBX3tj z_D&xtf~tF8(+#C4dm%H`7?JWDbq13`o=_kWx*2FI0q#6`YZB!!P!O>L{o^|<0doB6 zs!;|21uP(J>cXaHYOJ(l*1QI=1<_ve2O-?{*@|@Hds|7C6|~$22|%A^EdcPSZ=|9$ z(j#1^>j_p}S%IC^l@>T+7o1CB6=dRra6-gOdbrm+5X#qN(BRx5muMtcpX;T;&v4gtod|ZXfxi30y{;`lj*gnx{CmcXBJ=*icNBP zM+IbTc_h53A|`>+q7-`AlsaaTc~+tWYnLFp6mg%S3c$iHmNEE`xB>u)E#bCZ7(u0) zARHR^w1H$)@i$?|VMa!4thkeSEo&!t=nV}n&#F-stMIl>(R*nEQE8sqgZttesf zX>V1xIueMqs0Sle=W`(fMM%J{95o*Y@z1N#jO!#O+^iPfwb3$P+(r7BrA z=mfzQgq1cG%jB+Nu~myz7Uz14XlNZ2F941*4;@|bwI#Bgz`q~hU`#J`hD5QB3PqJo zcE$iF&K{x#5_4$%`?-+7EyRMJyEmG<%Q?Qz2@7^--Z@B1>}TKXsKgQw`2u~& z?<(YkWba7R&c$h@4kf2}XmL5rmYf|H;0OTCF&ff(;Tu_OtA^{gT&X7~@&?eux;uE6 zDwSx|bf_Nfk=UKda!)ECb8t+SuwB`@XbA^mw^Eb)dkIpK2-W7mY27_8ky4>a>S-6j zdcAwQh4%e;3lzZY>P}HM`IoY_qS#y8Yu=zeYE^-~Zl7#Lt=9{B^Vsn$WW6vZ31s>0 zp8Du?feo#5MVs~8xVW!kXENbV@W4U1-2JwgnGQ`X2Qjo@wNb|(_LMYEEPng1*oeyQ zgX#f@VF%Dz)r}NZMOvwWEyjF0Kqljaj^O!76MttW00{ji!l?C~xS~F>5Hrg9LZOB- zmnRCe*mgdV!;vuG#NAe`<3wri*S0=z6ZBOeQgz~SR_q)V1dDmIS2^lcYp|1y~h3=1Q7eIE*e>y z2CE`mFD8N#H8xAWB{{=Dg-NFhL~fsfd=e$bwc%^*ch{G5B@Bz2zIvtBzM+N5=-no} z8zpEe8p;rAi?bDmKIHE*Paw)pK7l`XJ4(h22yg%pDj{_aIJ#3FY+rA~WOM?~#D3k% zC~4#s&Y{9&_uW;IWI>QMGu=@#wj~oa@>uP75@ zjZ_D@?Upn_!hU1-7VHyXutn->HdKPzPYtZ-!xyrvc4%QvM9moj6MXyBbmNNp7E%TU z)v%go?lOw9N=;_8A+ywlRMHiUyow;i)4tMXMHl){#Yb&Rg@p98INE|=>m#6C*hSs< zpq6g^4t)XvYLSsiShf2f6w(R;;DO8IH&G=!I()KMN$Rzx3Tv55cy#LDz(`!IrqN+! z;ArB)&go5pZ%Q{^#n8zO*f$!|F42!LcmimrSBybvsu_To1Qzx3yO6UgEpn1<*PQX?(DrjdkkD`M&jwzM@65g|+@E_L-;u7AmlY90ui|B~eg==IeL zGP&wc>h>AqRN>1$HfSzOloSO=8BwGaG6|MonD}e10-jqz%5q*Xg9^zjJl7DG(4bAi zB#9z?T{X0@dXAN8lUms>cd`k;^Oe0wEXDTM)(d=56pfe8b8%8iXs;F&L{I#W4 z03PccDVP%my#v@VbJYNGv1k;FXa*D!w*WbR0CV6t`=c=6ub!8-oYh)0&0RqV z|Fd>a{6ct%A!W^Kb-5`7MMmW_-!2pN3jwF3vEzgUEg~0Dd>0JHB%u$%!AO+zo)E8! zu&NVZ-3_zEp@h*BrsRi1#pwd3M#Ehhmd6$DsWHHEai3%`(oRUP2;&9N#YG)*+K0W{ zbWRhVsY|OwbMU}RDh6HI|Y z>}Id@dRM0`J(vSDjGc9K|y3J?yJf9T6)uKzso#PfaDMJ?aRh+Yu!L^u`iaEb_rq%dra52UL;`iz0K1 zIt-(sIZC$2{>|oO#JZ0x>~+?#`_L^dt2mdHi|3f z7Y*GHpn$EKixMgGP@=UaG#1z~pxzp75#hHPujHZ-tyW@^-X=tdx{X>_4u-e3TdO_f z8}*u8P|*`Ej_}R>6qiOBgaFyxQ6_qc3Xw`cr&6N1^wiP<(4U^z>^hBsH>Wb#+9P2b zyzT0?PR>|dJP8}#QS?nkkm*`s_{wNuv7tqFKUbk^+HuA|fBo69!o9v_T)oLn3FcCn zfO3Zo)RIV|S(K0ViBT)!ah%t31Vn)190>l|%#-~LkWwZ8!h9hKJgHh$5RTZb5m~NB z6{hNah0^XSl4WmW10Jqi2rqkcV@tzO1WByE-w9Mxlem2|1Ar6bwNhWW*X&!`eH zhcfSx0GFI-Icfi;#o|v* z!G*rwRFaD{7anpI9F(M$;B_TccO2Eotwv;_o?24gAsgEy;7elHZ0}^B?d`_iH?$4G z0qd^aH)U_0I&I#>&m9J_KD4a&j6;ps6K)4rJff_T3pc-7lz^cDIjs$fbDz&i-ZG4=MBgxYEsq0cfg`)RJ11nxq0T0BK<26uosm; z_UIs_BkSteO1Q$WSY&S0y4{y26r?S@u3>k*L4MJKEbTQ7B0QvRc=S9EQdns%dI^v{ zAfYl$ozT{%-8zX$?x*F4Q7{&W)he*A84+Qnqa~Ec2asGS2DLqE4+xoULj7zGS?S9) z5y=D_H5~&LztD{XC4wN4!k&OpeNkAHNbOrv6MMC>pm}c#y zO0E(RtP0-928I^suL#vsfva7TkTcWO?4TwHD%O`a|BeK7V>KuVzNHgXB1HkIm?@Vf za@m#NrQ)}cr|UXVq^X4S!KAIHj%4r9H{|SY776HED>qJ9n((m}!5OTJ2nwM9PWX-{ zK{yY^)5s?85F)k7t*O(xGEf%9cPefHHt(d7Yeb|)yZMV#WS^wyOfE=(>`W7iiznIC z8?ic_;2)T}R|5Ka(52E9I8q81fgt*>GBMGI>S)naiHf>`ssbv>5YIZkqv?`HG=eDQ zw$D0vNI>Uhqi#Cg2=0rtJ^`haM-dzft+sbm;Uk|_L+uJ|AnRF3n{gPlpYbFWI-h7; zlqO(_#W12w=Y4$-xgM|#R-|vTJlOlha(!*C=`w`jW*#xDWZ)-jk98DjtRO5XT=LWt zsIW$5XwXml*(T+r%91O!(e5+=*>Z0>S!}G1WVTw8u`tN9W*(u+kcUmUoIyj=)@qXOSzXyWs+0IpU&;?Sdx_1+z6*r+KKL zbIA_KmXkzS1w91i)?~bF<`Nwwbh5Kj@NW08K$g@@l1ZFdn=GiIOEyr%YC2tqP6=|4 zxMo(UGP%$L&!35g@ZA&1=kDf>sv-cl;*8UiHK$JFt~ncq$8GP0h9n5r+P`LvmS)vS1A} zUVmeaf4@L*ije7;#5XtAjh9P>OATawD~U~Wk=LGtA`o3f2#~{BM2Z!xir}~vh&s`M z)6k+%3p4sG>6JW&gIlH)O}MXbe5ZSLGwK#GE$Zt2nj3KzFqlGzJb;Ka<*#P(sovg46Hu&obt{IJQlsc#h8(-X@2PUZ_SR|i` zYDW5PNhCRQc3l&Wh!QxVp*zq4l`50UZ4QD`IWgwGW~1&S*I^Z--Vp+o@Asfm;60%a zYe1(!>P%z7QLRC~R}@uYgGutE<0Boe(6dJXRCo$H`PWTD3p5Hgs|M==%ItxL7MnQK zG_EK7a^Di%s8(zix6MM#j6=$t7TMr*B}@sZs(pK@o@&YjvefYs`x1L7Q)6&f%^;h< z1dpnqd~c*H@IjH_LQ_4m%r10Q`QyY5)v>!_E6_&^B(9}&Vba)l%ZfKueB!TbJ0PrP zi&BpWrh#T8iUN2c>iIz@`(k@ziUzR2bvIy z9?*{#pczXLU>AGza;`-R#a7Mh*ITW}u%V?079!Q?6}wG8k;R@kr=%4`PMlZ8Sawp) zQK!I^KCN1QB)v<}y41IkBs6MFMe5aYV@v^M6c)M>dkLyWiTrHQD~E_#ILO3IPC_&i zbI5U4gh%Rt9xLO&9eCql}U42t*8PN)dao}gthp}^R2MPe5VTg|8rvs2E-}O zb6S2ikJXUmcjzjhJ2<9*EaIAb!D;tw0}Q-oE{7qv{dHH7s`MV>oOfG_{V?!Ty`kL z9Kbbyh8Ge7S_~z^^1AYsvf>E=Yd;yo1W{FmIOy3DI{~Y**Q;5i(M6>&7neMP=3>@z zB0@72ExZ%4X4hh^<431?$NDNls39g(MxAluCU4c_-p1D>mIeW%d~c27mTm?$6}gJn zR@C`_kO=gZF+BxdNkq(!9ct;(~3}egf_R1S-w9q40lT~Aal*DXhk?}@ z^8dPF=%AWk*mVeVO*7?~oRTc~L}~`!iX7}KJJKn*rgaqwoDKS9UfUr+0kkTz0&h+r zhcqeVb7ynEK>l~;OpbuTI=;S2W<-(ry_@|#i847FgkR?y&D8j;M@j%YSuzx^s>?>)H?Q5gRIgi&nMSz{rb$vm0 zcyG>?|B#-ck?ZlsqE~5F=lCRZ*KMQ&Mz8?oq}}ow zlP)e`E`G5k^s-f@cY;ytFI(2wF?T@k?{_jlTyU*`W`sL*)=ew~YNZ_SkbFrQJ_6JO zR&moAaR?)4Z{7LU%-|nf{88vi_kO>#CL3&pBGlWwriQyfsg^_J77X~N3K2yKF2X3x z`Z%nVMwgSU=e1DLJJP#4MZ_;D=rK&*{SaXp_Jc>*A#VX5eAqZVD6#8ZqLDqKe|adS z4%}5FNlbB5uaZ>n9I5#mS>Awuf@yyc0%0KcOv)sOUE(vR4PV7cE8xJinMx%iG*Z#o z1q6N)EWJe7K#aAT0MtYV@DfIq2BO1en{_37mw#^61P~!oy`U|3{X+4|OpsgEAn>ZV z(n?0LdZ@Ua91RFcQ<7LMsoE3VRAvdhVMUFuaeJbAnJNIWZ6T3sEc*&T7V1sOGHW2f# zT@xC5+SmYyON3(3CxduY1q~!DJq~Ul{ti#j-pmtjRR^b gBlf1R zUi2h3_7b@jQc@1$cmd`jhQ#rp&Q)2UAttf?4b2f}o^W6kCRFLA^_ckA|5(d9Az|*p z5e0@~#CSjZGr}tzTQ{tvax9UIBW|l%QS(j&3FyQd*GR!#z93k{AoMd1C#AzgiImqH zhNKQltPo34cO6})9~zo#EOFhkj-Go&`dVM-Yn_MQ8dJAAC6#EZBhe~J?82%<{6(1n z$DpKI#c`AIinf_ArNO)OuQ=p83jyy`NYY<`i>C|M1PW}`fFl?Cal>C-59a26 zQj`pvII=Tbu)Db^B90~#ZTYMrE?l&zX(c>oXS8Q&-I)WjhIRlb zdtlb0tz>~d991?|Dj$&=rRo3zRyqbHepM$W1tUT1f`&<5iw{dw;W4T$=>A!eu&(!i#{Z&8ESDjMTw+YyDg}?@tcFsXq z!occ7>r1Blbf7Bt_3`6NuyCF*i9LpHfBtoHMR?dbQB?~z%_s~zj9B3_xD6)C2!6@; zfMHf$JqO>;I=%wS)G$e$dSv|GlK;-x+OVx})r6PQng`Vwk3ygubuNKWzu)OQJWyMR z{Hsar5(-8FOKOK6U*tg`={yU73nO*1 zxMrgFDugpOsPASUA#3MFxs!SD)7l9ISy%pOo6$zL)|7J*P30XSBheS0*@D`uvr;F* zY{nI_vk+?D^Iu2o$3&@eyFAZSuEL5ATa3CYWN+Zjr-J<9? z`WlP6eU6V94T%n^z*<>ApkxD(WAI;F3dLqsk?qW3z70p|jo>Xl?<{1Q z*e%>yu;WNewm|xQQ$cpIFCfr$2TP$+2Oj!Ag`XR!2$3k8ylTk=#e_gBSl@2JSvtc@QY9q+J?uX?N zUW{iKefvrqth`x_#`T=u*Q)8UqmPaYD1XI z@YkQF2-T*Yd0E#gYD*~_tTOZRNo2O8^$e>maaQ6}rZ05Uv!X6p5)xPo$Px*lMb?(*B5=NLA3qUyB_nFp9 zO#}3gbvGGRBduuWX>-N1*Qzwrz6E@zhm2Io#Ua%X+_zOi#*`yWf~NZeU0g+=XVYU4 zsCVQ^%xj%lq$dc9)#_{N2Gs*-wy+?6)w4*=gmp9$wA}DZBJ)Zza!>_$0O4iXLb^!( z7OjX8L9i9xh@P25e8OeIQV(K3lz`h55cbz01Q2qKi#Dt()1YLxTKwzD$~?t z0F)yUlYrPpDz;&cFz+mR?l+3e^BR0V6crpb;ut_|UzhP+iLeU;%}9zj>4M_;Is~*A zDc>!QoW1%w2XsOzOKY$lU5gK^5!kvJ5sm>Ip~1(8L=F%!S;D=7{FC_?T!OqPx*2snj_Xdoj= zWK`n0LPWc-u{$NOYTP2~w*c(l@SI3$&cz~K3Mrg%!_&*_JXg!o0%y%sRh1gDMC+GR z?tXMeRjWzf{PUmRvK)$w9(g9R7tm;=!&vaZTQka}SOHQ$@ajTU3tJhgLyo~`1z)A3 z2!2dq-F0U;pICbxI-!h7DhWPIFI_qZAoa{=f8a`_q5`-0gwn7`C<01h#;PlYYVS9) zNW`?o3U)^V(xJxbTC35&#Sy604RZ^ZNgd_3o#WuTfA#aHmimg`|9VIbp+M*-xJTF|OVz>D@v5IzrS3fhRoHcvz37l&(Nv z#P#Q8qEd~?aPn0ZEbbSyu2ZrjQ?#Mr7JIPDD(rxnyxrXb&5RCT1Rh&<>jLw5p=t*V zfOX8cMgqwUKg=3=uFq6}=p#_*C}~aypmj{34BiHnGpG{?8CYSijLPbxM^3N2CU1Hv zqhP+WxC;|K0y@fIB^T|0CVj`6H7Yr}a0M$4Sh(fxm9hS|0iOw2ySKVs>$Dd%OT=4# z7pJ=Pt8}f4BB1F2jW!MD37xfX>5eTa^`-Qz!z$JHNC6555-PyxO{YNvvZN7wFYcHO z36lyIdhsJuB?9#T+h?ZavqszAi?#%7MFqo=K_bguC7|k+cGJZoiJKjHL0*_vx}3I3 z)AL)0ZF1c>JG-fPw&A-KM7F@mL}4Ysl9h#pw~R9|h#I0WHgxoz@XGz-G>Km)00nqL z98;U(6dbz-)e{0qO3{<;chFqK0Im|Qs%UOxKBZv<_$e7uwT3UFz_ac?7v{10uHth7 zS>Yq*RmxCxm56z`FNhOscFKByiL#8=rrF9#N!aZf;NK>?p#u;xodlV?cp3WJwS1PB zxvQh4oB>^uP!gdage?&f%rlUfG!#e`)X2#b=2GPVlPtYdl_t1d1>@agJitF`OK`EinBPqf{7h`v0LZO#Gn-0M)>0~p>Xy?f7N~C; zm1v62AsV)~1xU#%Xoq27dDDw_7AZZgu zW&8cKc9q2X@nl@^(( z9suTvA+(pf<`_b!vc+j7sNL&)M0}N@{APM~RGXq z9a`rr^&WP@n8{$EoSc?&BxoxwI3*1jNVI7}v_vzC3#=Y_dc0DUExdQ^BOIfMB-{je~3PS*1 zpIH4zA#*+=e0MOU$(q)Y?d?L3tCMMKln5+s=&P7hXEelRbcKWk`W-yIAg;^S5nz{n z>9fA;9FV_QHxcYDZE=-1Gnbu`Ab;3&oM-!vP{2L##8Iz!oXsjI1p+R6GE= z3n17Cyg^AD}n<2c=9fP5SDkDj{xl$`IV5c}TnnlVaI!ymZkl)dU0&AO~ z%Jn*iCy3sQ){I%#sJ0l9Vu6(;yL^NnjR34Itd>oS)B%ME6*qt=`*(n4CqWH#FvqUorh!DH$Sg=IrfLw3CL`M5( zAh{$!w1kf|VLs}9RKSe;1anALa!s}F$-eJ?eD zd4Lm4#UReBTvo8vUJ@$tu#nY9zU#QQP*=CZ`L3QwdOe+#EcwHLw|J#n+PmGT$2L?P z&2+?)>^I@%Vz&b1v6mA{X?}4DrePFo75Q~ovzr70*Z&vY8l2HTM7%2;mHeGdlRRDA zEAq5m1%5?Iy|)8mR8gy_1>eaDMHA-Kb)r^gnDRn-1r$Wve*R6fvrhebylYps?35H) zrt`b6Y}LQ>1?ydOR0Q#&C~&k!BUb&Y#YG*_&R>^7>F~NF9Tv6f&h*u-d?)*x0<1+~TlrXwFPFeV^S zbm%F}PURcAJP=YPTbrjSd`?x`jBPXyv=uj&QZMG3`%IHsr@O~geL=^7egJW21hv&A ztKvirG*;Z@W$vd!y;*&*YD?3Ei5Op!wu|~QibAQ47wgEHO}eHN zv=Ix5#s(LGFIEkyd?y zAJ3a!Y}uu;!8YBo6+wZLs}mr@SrG{BT7y9C-f(5BWx(~W^VD>nsaaE|GNt{~HoJUG zjBt%w!7vE`cGNzP%;2qID*RY5hK2UqJI}2WCnNWSkYxw*P#;6R>z(fM#J7~c;2YFR z$nvr~KCbS&IUYt3Fm>X=C02_EfR$gqP!){Tlzc?5WQFvAr+N6l4s(lFtd?ca+weCK_t60uJV-T;cxn$ zj?kiXd zmAC=YOTrlssDOKtxEbc)C^fcaR64Jh67?Nq)pWGf9(9}xL^)99a|8*bHI8cw$)&qw zpeI1=h<4=j?j@?>WPg<Z>z9zlik;vgF=N}4?kRi0kAG{sM)u^FFtJw& zO$HrZrqFV1#dk(>MuePLUQYl1Vtn8scmxteAh#KxV5n*`BUox<_JD)1DLpL|8W>>m zKMMf+8dP>~`_e&PPtEqI8zKqvIun-B673#?i&OcgKJ;qEOBeX8ua2EFPSD6EkFkq_!1}^Z3aLsU zjFiX@v*}sh5~|2BoRI~oS3^T*INv~cwI+h>032Y&TLQAaiT;WL_r$7{?37s*0RQeo z_O`<2s3A6wRXo}kF6OwYova$YO9J3p1Q8GvmADiy$KG`kLl(#;s*7mR)Y0NP)mp`AU+HAm<4DWP+{q=yhJ=U;pOh{OzYv zVHWYo^5ndtqNqMf<+{p}da9=yr7f;X^TV{OmrR4e)yrbykQ5c5&Wao+DG~4zHsjPF z>*gkPAU2||^7RUT$f!by23uvo3G7PQvkDK1aS2EeYJdp4HC7OS#8PfJ33``gfPoDu z1BLTBkr!gIG^so@6?(zk94J%aY&-A#RphqZY0-$Z5`^_$!7mOOoxgm!!|vwfbmGQK zjlr%^liz_-e}Jj{w{ZRz@F?R+Y*L%Zs&ZFGY;Hj@Jw`?f5bHysfg5#f-zy1=$*$O~ z6MVa}R5={h5h=I#1VA!NwWTzeV(rRb^#S-4$_J7f=Bdj6(R6oNauqueh2NPAYhl`M z?DmlZ?=+3Iu`}|BZ=NmMvt|1X2?rsOg zYZyX)nZF9w`36tP50v@H7tlm^GGXmyE2tBdOM%rRNX&x!{v)?vFG}Ix>N=(s7Cj?Z zf_Fh4YnmxFmlhG1dQa`Z0NQ;b5YOLlA}Ee@Czx8!Uo5FK?YqjJOzAZviv~fZBeJBu zomT{^W~ek0g$rqs(wC%DLvPz+6%`r2s|nKV9fJx~XeRp_SQ!SXs#l!{XV{j^eWD$W z%M5!bQq;NW-bclTdkHnXbVm|f*RK~aergms5k(jmk#&5`JctoE`-r^KmCdhcn7YnxKiVjbZY3Y0V}TW3my1eL%hTzTZ67~ zM74maCe}9ZUOv!>UyL5UW-h75o+}FU>67VFYcJL8huw^H^qbA6Y#YbXAd$ zPB|N)uY0H@OOf}G1*EIG4k)KIQf>Zv(h>RAXf?J(5Y>+H2)ZXNb5%W~Ng3(h>>|ba zq-2}PWHvL&)x2849_o+?xWXFd?~@wmg0I~Dyo^7Y0%1bywm~h(+3T8ci8(^)Iym8Yn(264BY z=(~ca@Dtr?2{ragE7Vl-szXsB-~94R@(%BV2fSH8PbcoGJ^`(#@MAT`eD-L;ViZnr zA~-~OPa$jdpF=P?faeSqCEy4dKu&#(Y**o3wj`H4W9D>s?WQt>g-eZk<*6Jv&PO1o zWUZ4E!L~$_imw^YdmTth8B~V{c#{4rz>#L!rbd`SGIb|sm?Bwifrf!Y>kJzmFy9$Z zI>F9lJ#a`9@>&f?9R`^O=XHRxGC+i^PF*BcTXD1~PKgvR-Aw{>@q0H2?VD2-m+BJ1 zY5K}7G4I73KA`b<)6y2b+p2LLzO0^+_kx;3hVB+ru2;)%Ymzo2d!XCfRp@dQkMVsq zqRe6N_*J-2o0`zzUMt)5X0mFLG6i$CM)4KQ@D`Wc zEsg?O#evhj=n>URS471tN*U&XhVN>0SD0qgwjeMe8tcV3^fcnHt;>$7F-b(pZNVIF zKijA9%N|i#DOD6$9)xrb%$Tnb>1(i^_Ec&ATB7aLdux9&s)vX*{b$!+ii1gmgAL`K2coru_Yk*btp>fdcqY#LgUCp zNP&oGWzV@t+UI8aN?7p}h{xf^uI;ZVXgxO4Mnx5@b)irZirTQfSG6Tq&pD=-r{Se$ z;!;N?i#V|{K?O$KuX~e1#aGoE93Utx62XXtOUR)eV8dItMQ ztk%LwJL*k@8cKW4uxyGdLtG z&fBS<6GmD<^>|wn3Xnqcys+ExP9ab(xQnYTQV&B$V`AM7)kYqy{<9)NXXTqxBLOcg zG1oRfVGti79O0+>H_>ZI0&7w-hT+1Un^e!0 z4v}1{-QZSVSuStU-+e)<^VoE#IoI*+Ash<#{AbTKV7!K*c?0Fzz&n*Pik3caS5rZd z0LVKv^G@~|nEr&64x2KN0v-%3ZY>8Ns4fH+w+dtH^a=IE*X&=8JRHIThOc(aCan+1 zJResng|CrNMTL081xt-Pp`ESBcDV}4Ss?!qRbtr=u8YzwNeZSp8Nc}@t76qg67wr8 za1bOT5Db&ZjP8|)Iyzt@s4zwHs5ZEuS{MO*~Y zB7 zX2ASdXN56)52QP06zal)Bkk9}mZT!g?aoe>=`xC6BN5M7th$E2YG;YHx}uc;Xp`_v zb(fW@VQ>h~3XwEE_3D}E%n$ca)qZNddoZG@k*o-Dry=n2P95MyVnko6&5>0-$*Rb@ z>Z3(P7A(lH^2@rZKql}kSNGv64zUT@F|a()Cc0X|>7drp-ky+au=Sk6bU=z_p{Qg%@hlD6oeteTXRC8GeV^Ym|xR= z{6#yEd|6&tz55jOZM{ml`W09;Nf1uV2JshX=vSY?TZW97)k*X?JMz8_H-EfMQqqqx z#vv_5Tq6&%D@xPlos-o9s?*tP>$jAWlPSAdEu~gnu&`JwKmgRdwPd>XDV{B$q(50C zqp@g9@)o&_52Vw4%L8hq_9naJPKvsrR^b6`h-H}Xtpp1lyC|H`eRbr_ukK^La%#GQMrAkwBa8eL0m2g>_9Q$}8 zHbN_bVZYlE@L^UMpu;^x5@X1kT&1~i;$XiA5mzm;xEGfAx%`%+y)(s7-+GJ8g^iVO6G+H8; zM~9W`%r?`fm|@z=p&%4jVpFox`2!m7P(_upV20 zq|$5QVDJ7`I@mrDb{?sh?xtRa|EktXUxi8qT74?xa7LkC`LK&hxI^+w`_x!&bfRF1<-o%&k(XVZ{Wo=ym*&WmT6H>WJbUu&U&UYD;J3qbT+|(IBE| z%_dCeagb2ss=IyDEgZkjb{$;zRE;C`f0+l}mq_7V!+2eO(rNLJH6k*hi4(SRBg^fy zMQ4BKaU_N_BA*2L*iJ?kDA9jLvYt8uEK@Pm(&7}s>d&!|;;qSQ#K3aqx%YXBOA zmS$NLrw-h~6;|i$ZZBVt4_D!J4(8$AK0v>K&u{V*OJ097!eSjxP$DdH*~i1T-swSTa8UbNs`v14zNv0YU*M(QY)idi$Et>)y=$eAO2jgd% z;+O-P^Qap0{g9)S&!p3q*T-z;;8 zP%0SCgUP>1CWVd3eYoz#T$w~~HPDBg6IvoxQG(d}Qr;zLJ4{&n>%{k(2bwp`Qo$G` zsFNB=3@nt{rwEM0AWmCF`g>ROFs_m7xl*4;rUD;N0j4~indNYW3;KpPP;K`(lgLih z*Fx|?w4OvNSp^)0WDW$0%A`JlJ7R4Gx)PvJtJ4n!fhyI z1(;%^4u>pSIFs-Z@~(;wFUb$-*fUplunR7rZ4z~>`VA>FX%}>V>s>I%Mueog0#9zP z2%OBHU>mK{cY*;)YY=;qfkb9{p(3AD$c8E2ZViI4oZ%A+Tq8?fXrOhyV~QHOjLl&e z>Xl(4Fq70pF?71TzP;CbMgT@uHFWEAH&_Uf) zqav$VT$-o;c5VI@>q;^aE>>fUgM#c0_mcQ@{-98WPyovwwa0cf#jZ;@s|L1kWEF^$ zEP`5SXdu)F_KEaE-L@4`Qj4DE#sA$;5UZ)v8lHz*fH;l@ah&98R?1I+{U&==;fzM-!-$in`>)IuAwupX>!+@ zF*2we0K_20C3rt+Uqsa=#EtUPP1b?E<)Jw~H<`kM^c2m7@UA~8s;N_%qynVyS{5^ELJHjkHp0gzB;+A)Atg%D(`fNNW6la}Ur6Z$Y@3VS@(hVmc;lIw&XxX)7eS!suLD?L+vae74s;a)m zg1*QMNJTOzEkhO26|<>vv5-|^;uZ2*7-}%lqS4CPJw$m5(ssw%s;e*h5981~Rsh^> zB$bIADk`o3l=gtx)&S_b8Vse(sqz-WxH1HBJk8`G*{qYKGS?_y9*tQ?7j`Z5L@PW9 z|DFot%oBbo&sm!x1wQf=Gt7OL^ozlPCaNuA<0*wdV|$oC72xqcy1#@DB9=o$+G}S1N`+{&qCK*w5u% z<>?;G^+lN5W}B}W#$h&RSXKw`??0}BOSfSkLuaT>pZ@QPi@_6U7^KK!jG_Y;sDP-3$n~j!P<}-T{M>JGftr z03k8MPDAp&r1hd&afqsQ4PdZfa zMXYix_J|a#N2QCVo7XE@N`zfAgHp_6a1`Fr1E7~xi56fJzH`#ZRZG^1YB~r z4EQdJyM#0b0o8O7SMc(6QF;kc;sWN~IR}L+EN~bnSxauThsZ%Es``I~S!9z6a<@FM z9JI=?Nof?lpwmu-b9GvMU_91Hyk9%iqhJF6eTGtTCiW^J0umJSs-2`uiUFT!1BxAS z7#V7RWJy!2!Rq$JPaUgV*{wc>q~`DHH7*h#mY@5Hf67KS5&=uppdx1`4Kw>zNX68A z>tI+2mCf0UEkKcectsa`9Q%djhaGgs$Y zMl@6UjG1K$xn1VOaKw4-JMvAQULHS3hw{`)2P)SGK?ijT>bc4p7k9#Wk*BMrASx@9 zwHj}BVntKP0FAS#ER;OHp%A3tyjY7R1J-LIAsz9PBdhs+z+wZDK)Te4p35V30pNCL z*mlqIM#2a~uoTQwShyQ518fJcdbuStt=`Nm`T3(c1{n%7E(+~1Bd#GKtN3n%NI!}C295K_78xIsjc)rL3?*@3P3!yMF6$ZQUG z6-VW3cn7U1w9evGq8(8di5`*EARIu{l+u5lh8k2zAR27gS~5VX<;IVz%+z;AWD%=!H0&dBFLtC~`$k(-uASORX&7I6HA7>IT5)UDyfzGpVL>N1cHnr&e^m>y zEqFQIDoN1+6m#O;8cq(-D>PAUypZ4YK&iZ@v~$LYky#2LdcpG_i3W?bh1c>UXDq(38b(arFse> z`yl(#2D>G&Vz!zq-sqAG_;rjy#8{rhX9X+E<;l96R?t956Io8i5vVfRUX%r7F1Exi zjuO9RFm~&xMpi+Dkq?}3c@@#n2QGZ5@~aqYyEKl_s++vyolORr3X^0?*Bl}Q=u7$~ zmAa?Yz1$p9Jw}wZ=!!yg74HpjQ%$%}(V`Y-kujaE!5mR2N^fTbQ?Bd#P`2`tXW>|N zQqOF*RovH(s?g!Tp-IQAvposcI#G5jZ-msZcBN!+8*Wvl|Fqe(O3{i0>N4&Qm?WuO zSAJ?g@SnW^aFIpPfM5l>SQ1mXIq6KU_X+5SxAuW=x}INaAGoo2EtcHR4;ua%4@=FF z)POuyE`#4S5rMy=zb=)mVK(p<6Ouu^Ej2tPS?zBITa!93x@{J^d28aH3S!498lqHu zcqYXscBS9}s4(Tl%GJ}=vMuY0ZH&8J1YOW1ixSuM zEQvY%>@)@6otZUqq;Z9&5v9plv+7276(j? zd~0}N!_J4jl>4E;*%n>k&q^Od-EgG<2%LnpXwe}=B zOnU+A85U_RJJ2VVpUQ6x2}W>6#9OvcQ1qZIRRe9BO&aIUQnHPGJ=%u^QXpcy)@+BO zJl_@ws7AI5m2|D)hHrJiWNdLKIqr}ZEnone)HyIF&ViL1{!s?Wo}(&SvR=EA)6E*- zHIQ`D#U?BltXR2BN4AIo5Sslk?G7UAIUbvLN2rqqA!*i`3*m?nIEy>7j^2-W;2)2S z6NTs+;cGQruSLg_Vzkrzy8A@}g{f-E*S~IoLP?fp6a9poM=qEsz6o>bL#3taj%i`% zHkIltN8(bp-Y7K@1UJcJ>Arnc!XP7wQ?zVXCYs71JS=ooiBLm&H5dc9kwGv?2h=sS zZ+Z3G#KH>KyMP+R>2z@Bv#WGtSH6)$YV9r|R`qszJVV|I7+Gb|FwV6XT*5WMf{i+s zoEcEBc5veOPd?J|fGg)01kqPpMzO%XD5GQb5A4&Y? z>ENO3QWdIPL)H@|{T0jsrV5orQdW&~N>7BO6=BY?CZl0;zZG_ zk^@zhivoVdHR+ki7fsNa&q|g&z)iKZn;OAzzF(wUELa@WPgCJoV7K~YjH=zJS4g3k zHst{@!*}J{oouisFPR#>k$#@>2qLyO8^?itl)lg;<^8Vmj9m&qu0+98mXVZ33=%<< zU@3#9g~c*R)?IkaR(GQu2i4)z(6&JIbmAbtjBHa;9bpM)Jh$*gqxEyTi@8g<&{Fw= zk(nEI8;Pi_PhW$Nsi*%s2eMhrQy25NRftoBer`8Ev~~1zBvc96@K?;M3k19~!fNpG zKuwr#HX<=XBYTvhJb>TqXjV&dh@(1rRmwfYY7q?RzvI}hF|dRf@N^N}byHK-Ol9F~ z2NG09F+5Q1h=HJ%X}F>W!u){%6ZvIz#ba5-az-&iv@>s?ATE)>;T5GT%8e&^V#J*t zS+(Q;E^~_C(o=1d$N-xqw>g+}HV_pEnicQ0x)Or&ZdT1k#(78Q>qEztH6W0CGiNS%a4Fu1=~N1zHc^$Nh(OGKatGVVp-5c;ChPPN{vjAT0xd0Jm{LEW5+Z_^)N7}OHq8*> zPLBhED6OAWUtr@f;Yd@6N!t^$+@e35@uQWI5XONT{+0x>dHzs=cAKsvCoK@4a3&Q{ zK&jnZq9T`6f}%(n(tMJB=;WfV@IU)aV+q?@nSxvI+|H<$@>AcGit<`frB%dD2x}Cq9aAF5T>*PbWnT0Z9x(w&sqzu5TB6zT4OcN*BQj)8q(AlF@n`p5p19}KwM+Rv`YZ^oa59j+IT|gBy zk^&@&M6L?Z`Hc(l3Q)Qi*B5A5qy$6YibAv80V$JdPQfXRV3;f!L1|D>2K=z0=o-K7 z01i4@XvS?5lDsKZM>DQiP&5iH=ZklC#qR0V6knR^c&kov>{l6ae=uw1F?7`;UIW`U ztJ!m{XW}t=s~IJDVLBO*+Z;x!%By=UvsP@)#=1Z;DHlW{P*L!xlv|_11U05_RL8>` z15;8UnH00~3pm~dUILRY9!FPo;A{e>mgkHaXQ-I0D^vH8;P*x?IZ@GTa*7&*g+V3x zkPpg?_9X#Zd=AD}P7l*6s($nqyV(;`a70w`Jm~TqfxzVO{Nxh!Ay;<5%NfP!OpE`y zuPb5;o)nk`s=0*1Jw&W!ev&4?O2G6Qic_za*>xQ)0hiS)1M(`NYBW1DmEBl(muk&M z(!f9Ffme3#Bmb=lBABdJnZ*f6+kd4qDZgPAwW#gupVl7QKzg7GO)7~bxk|3G*|z*+ zv@seKdIc#!3P78#^dXlEdW5m-f~c^AF?co!sWOuzq^^fH4x$~Rt1?USovPWR?NPIZ zSG2#fRg#K{0UC-3b(lwZpN(vaPpPoP*vW#M`)Uq=o%l;N6uced95A$h>i_jVFIT>lSsUt zhGI{&i)Rp$G`)tlK|#C~(*`P|$W{p~TKioOO{QD4fN9g-!sit?UKKj|4ab$)%mxnt zwaseFDt$W%{UC4|0Z4>+d2c(Z$pVBr7}s+X3>{peJtsRmA)`0_y#~t8%ovG^+Zku) zAL?97qK@NFih-EB%BTKbVoKDfT?8fTR4o=L$k%2qj?k~c8PW6yGbqY^2rOZGAOoNT?2a&l)L0-j$CPaUS9bzHfUYn3#y#r9fib;W_SjnNx(*W)nuM8{ z@OBUKRZmb|LS|%d=!8*~aCER&$8jd8%I~ixt7^o}tx=iEWMob0KStbPsz7B?-YKEn zv23-WY>Tgzvh8vfTo)@fz75p%v1>r6`Yacwvf;m$&uR{kfaew%bIr$_Pl2o7wC!=>9rMH;!YOg&3AOp}3)Kn6)^dp>O>{7Y-GEE@#NrmDR1C?ED3 zEF(yz5aS%+JASiC$iNBLkkhSf7{*Qd8>coWkl9F-C~VR@4nIOce=4p>uJqs>qsfND zp#lv#n7B*7$Z zTK$xBuYN1X9Sp8 zL8TT#dXs$jNwsk&5@5LV7J;HkY<6>7X3LRBh<04lO)?B6H!yA&nJRX79s#AuQzR)l zY-^Z9@Q&l)TT**zo{Vj5hX%ZP8WGfa)b8n&bwRKLt)t9sP)}*shS`36VO=s`S1DD!yycPQ|H0xg`-fccD)_OeP7ZHwL-Q=Aj z%i~>%QfiD)lA}rP?qy(nV-Kwgd^L-g!y>6igLuUwgE_^rT-6EX-Q*E*Y|(n_DqwSJTXW``Y_ zGc^IML_iS_@q~=3lu*%`@J)yaQ(BC9uTIw;pz2_&`g*BSK4J&TM*NM`nZL_-B2XnW z1bSHAw5JDScpGIYH+F?H6IXY7e)xjj?-85Cp#TdeL;%`_ zr9DcQSpuo0%!#ekgilz~xfP(>i;eh%IDsl?r;PP@GqKDr&a(xy&2!~#QLRb8j)A0w zXi+*7r^0*3aPoN^Ulr3w^?hP}L4xq|1AtUO$vujt_Fla9?GZ93>u;ciI;^DC{T_CI z|L)J9N>Rm!mmB26wg%|@d7Yll*CSQAm5*TmG{o{-}Rs;tsM&)Nm{E-Cb zu>#ksOZjMCSf>^StBzwKgO_MP>WUxXr%F-!@VBpD`O}|icQnq>Y-zR>MvD_wwf6!@ zZ9sWVc!Sa&naGuejVEDwgvJzcssOWJQLMNEGXZDk_pP=%ZiRa4bGkrHik+kZ3@uAERaharH# zs}^~puF_CfL7)^~Yzrpo;#G@@x^{0L@iG!;$~IPBV;q4cW_%#8VXH{Jkh$6W8I;N@ zyE_OGoQS&VX&;UZa49PY2sA#8Rny$BcwdEby`A(RChDkHZPUKCbp-(4jqWV4W>G8_ zjK@Um&M!2Lkhw0M@Jh*6PFUtJgk>R%H-u=tT0?VGg|w{C($;7)ue$PInqe-)HHJ2&!Xb@4=TTmveU>BxwoXoVF7QoSP;@_I+awKV%H$wAg}a?zh6F z=~$8XFnZ|(qgJPvh$=fu?p%eY61(=Yl7ufgylf^{JR4F*-iSk$7#5haVC6I*kYgR9 zlg(k1E2_;0pcDccG*(9rCadRl%ApgY$6r_h$RG*0S|S+gtaMTxM|sO`3b9(H%42X< z)p=a{k|cw#M^xnXvXCOU-8r8OO^4%e!&gU{KEYYXupIn)$QCFhy(Lzz9JH2hBh>9p z;d?KZA}uH`<>_lQr)DgGCp)Vc9H83ZaD`YGK@^qIyGqBhbX%a-nFFGDe&gTPMtGu zJ#J^Z9NOUrJ#&0hskjs)RctQw&9sR2t`!=(`alx#ucQ_0bkbW@T(3#3y~$9Y6auiz zzsYz42DRhGP6ER`;UTYZT56)LOKVJyeo2I_2F=-6TC-D|{Kwk#+8xB~>>I~G5{Cwk zVI@_F4sEmhXCqCdi+i&D>A9$TC~LqR;cwN zaie>G_BO7Cx!|fvjrzB*P9ISFl4jEfRqP~_2iCHj@G_?TTj;pYoR+47!2{>@+FgW? z5{m3iETJJ-tVhB|nL?dM)Jp>5HuDiF@*sqEX}Aw6PXQPitFNbT>H_${_NvPYh%#`v zVMMeLaH{gw2e8_^?9%Bfw$(S_mu5!Q>!x{vgjxd*h^YgCBmy#2><1r+;3EhCs4M0w zlx`m_Ui9Fr%y%L@;(=ybSv4Tp$+B6qmNa}eHE$&>t0!SV-4m}hS457I%k}Erxl-O( zd(u>Dp`J=FUtvyijfdAS7@#ES)8m2%ncf#e?v$dI5I5BbBFdw%YCTD!!|2+1O;;;H z%I?lV?GF#BUWw|cuZu&QPF9C1;!H>gOb_vd?gZXMxW|PG-?COc5eJD)21UZQdrsE1 znhDsLgvurj#H5FIYJ_8IJFLSdmatrYO@SBeS_p=+fF11bt_$Rw4!jlRaZ#zNLpZpr z^ganthZa`Wx0lUh8ZsB45NpToy~WU-CCcV>S^J`DQtagwj1%D99P)z(zX2Ae)PL zy|MbO*S}d`p<)F(PJPK!Zm86H=`O<{1cnlntilJ6Y3mR%{5PBWD*lTzq4sBni@n{=SKGg%YKtMHN|@<8V)hzTzV-qh=FUZQE#;S;dysRBRb+u8i6eGSa5X<1CQBJ! zu9}`HlK_jQ2CNPmlz|4|#H9Svyw^EBhp|goE6PE19l5+H8#4DI0?b;UC0(&vIs@O%&`I=&^as!dM(*g%XM#v#}uZJ;qcQweyK3ixxxCBbS_cS+Lf(J#i@G$ zl;R+i;AXALv4US`OWq_;(D=%NY7P1q476vM#8#A6e%8GqRNg1z6>0>*uB4^z#SM*Q zm}K=O2ahD{id==$fD4VCDlx54zu4wcDD|9kyw3SynRgkl!b8H|GS#9arwm#v`e_4+ znlPxI@lQaN4bX~`mYte}6DqWv)Wi#NR;%2tS2ZPpSP=&Nf6F*WsuNaWL|QG=Ay z!JW9OrH1?m3GWy+)1!^YKwyW`=kOrmUh#@GEn#*;*X4Vc+N<&uhW51i1 zlNzZKtSX3y_3YA-7!pfs%K$ZJ$p;ZX4h1|emWev~T@1?|rYwn8V1zupvsRbjMs|@{ z^{Z_Q6Dn(0K6YZptF?1hZLvt-MWSU1&fU`xot}nXjY>$~HX#7W9CF4D!Jw)WT@)fq z6=P{5Sc8#zC)wK(31|=oll69J6po26gNou-MAp+HjS67&!Q*v}HDLyMp_!y7(G%&l zJcJYDNFWiImg+qU(jN{e00%dTFH$4 zaX%I@Qkeqtn3|wDH7+hQxww(?7lf?qB}lX+5!~QOq=Jo)3*eg&I@uJ`MfF57ctK+A zaf*kQjVshnX~0!Lvp&wPx`0ebv?S$neH(!)h@Ozt-;oMXro>EddddVj%;`O+-dlH0a-G#TjSnKDy)_4&+S$T41n~Rp24do=)3*R;UWhGCLlVh}~ zw9Kzfu2THD-@(*NWKk`EBHMdZNhM3C50b*_hAP84(^@)0zp)e5V2laq@@7MLdf=WQ z0@vM}0>B)4-8|h5YI`z?g zlX1oKiUvBc!)zFoLoVsJJup$SbNGpcI=+^$vkkd2Kia6=sgd95<4kRJAd9f7Lk>t1 zC;38EiRxPcdZ`{2|6uyqOLrtS=|z;dbxOcQY8p3faYWp)3T7dS3v%rR3-N2q)B<_( z5lo?pF90Va!H$edg(Na=O-vfQgrHOAOMWQv~l&y)ZgT@R_88m$mDr7VC2>(rX8H))Hj=xUVMiLm;?)PgL9L*J%wbY5{wtzpQq2;zp#}OS*$?$BX z;<)oo+7U7EDCECRx2+Ewb*O%${9j$lqB-;g8IpLBIVcDAslZ>4Cc#r!hyrlDTB`~) z#jmYXMbcYIX6%qB)&WIVPD_wjthRN)as z+F_RgFe(zlk(J6lB4No#_)RvROyCdSfLMQ|HS%nI8B_!gYl9X)?aL(T5zfz!s7scc zp+tqZDhrizP+*xwW|n6do|E(^?Li-R83A<%ifooqQ%o#bYpKnlw(3qXqN=P{|!`6f+CPy8c5$)z3~bBI#w%0L1oPybwt3%$T5EN4I{=XmCXWnSvWAf_)UM zG_nD?&79r3GawmC4^)C42CgY}5a4xweNb0ZHC~nnFLU|XO5e_yJTwbwT6)f^L10aV zDketccO-Mi(zFCEXQMEChQ&BYC?ApnCy-6TMjcmXrR|^6EPYuJWM7uyzCwz@g-!|v zB%Czh&zvAu_h-RXRRRstvbe~wDg*25Lx%VkPFy%Rhf$FSEOUw35Q052)v6{`EgedG zb**c}*{sZ@O<(kF94IqVCjtI-Ck5R#;pWd#*u$B^3YZGj8*@-8?Q)<5AlRmJX zdUG9Xt!dD@Dx$JU%MnAAV@(VI-NEhp3e~48kAed-RUV5Y8W0GxPa7zpM2Do;^dfp7 zN=)8P)mlM5iGDiifnV$~1AEjF$`;`cj9gVzuM@fCSn z0gTg5wP@(7;uv|3F!8*ul&j#-CWNrlXtGC;L+}rt6v{-0xK@5@P+)Sw-HOtTBt~$9 z&KYhsfhIg@!ZLfPY)y4k8;OiQDukm}$Y8@<-Wi;DrGaUa-3Y9bPy-=I4qIalSJc&k zKTVi^>rR%}S}R9W-K?fJi?d4~Sc4y$ijR>Vi6@a)Yf2d%P%u0VXHi4@st5_W%+YG< zD53EhiUJ29uaI5_&HX4Ls-$Pb>*&4txv|b)pF&U-oj6v4_h=? z`toh3)-|~GZ7k6fP}esL2;l^1b4OcpAr)aU^B|LBhYH&@19}MUr`a*sL_;6(Zflm9 zu}|R$XdOArL*0yC9C-y&EIHAK{ipG|FOH!*$rxb@ZF#Ofq&%XG1pn44F`;w|>DbgW z>RkH8GI(GYkP;sJx0;K0dC~8?$U`-ey=z0piTsfTOres6tx{MwN&txGR9g?#2^FC- zRE<7DFa-xcmI)|kr#*0!`cU9W_U)gMvj{*J8~E41rzbBAcRetx)>mM2q3Womi$s+ee3U7FO8DN8Aj6oFBsU#Sa+Mg>2iczxM^OKd!KO8)65sn1$$ zmeRT3Qd1NPJQFC8N<{3hh{t<$g{OA}MMoej76CMb(gJ`5d^J_1-#XLdLVM!05ZA)R z2L@HIX3^7=#0;&{r5Kg9qP46?sPPY{R7@F%WfV7S)T>Lz&2=q-8XIu0kt;S$F4$_V zjN>(CIIylZ++1o#ZkeRh?R-At0xJVq_3rGnNDIV7omi+ZMm^SFtS1hu$9k`ZGj7>f zRc{#pM@Sx+To-pKq*#!6tAJRiWp-gwyC&>(qdt=;nDL>=t5EY>$wFeL?yCSM^@#Pe zO)|zJC+JqO)y6_ab3WFm8nHt?g;=)(e(t2MW!z&KAJiXQ(ar+RO+}Pm1epa*O~|ui z(@fx?F7=R@uI#5bh1CQ<{UyN@QKjM8g4iGlrKlM%M*kTgB+7;rgX6%udqmGD?53%@=Pr}tLL||cad9a&`DKddm*KV7)R11hBiUj~p zw6SYtNU3Alv%*Vs)_LmY4(hb=(ir@Ym$e$@AWmjVnD&;65$IAaMw*?wcpTxvF&^`X zQHeX20P5@~@2Qn4WtgH>i1w^yp#Jwek7@sSlvRFbBYkq2>09VYalt;Fs8!?gN!x&~iKljw@o5WGY~BMD%PG|DGd z$!vzJU>>N_ig5t;SjlAFn2R;w%uv)|Z3hBneMj+s^Vf>49u+Vulfej+c~D#ssuFgV zvmCQ2;?yxKNC#$Qg0i&+*DtDP?TLiU-K3R~V7D@}>oi$Xm5aX2$mFv(SIXlSDegmm za}`V-M=2*LNN>sOGDu`;J(mNe2eXn%vD&N+WpWUf6Xr6I*HCYA4D@6tb+#zuDnG;f zEh*0yC~N~r<*u0995piKKrRoDDMGt76IJYM|G)Z99Lr~cm*41c;wxR9VkQW)H0BEl zRP$0PUC_53F?ob%+^Y8oN0x3r?~pQ{j^EKk!Qx|lByg+p>KmdUk)hv#P*C6sY&%Q{ zh(Tr_MH&|sRn#WiqXEF82r8Irz9xno5?OI^#mm>*jX5;2pLGjNtT5$ zyLZx#>v-isLJ3Y!fvMNl=fvtI%O11B1UzJSN;p$>bu&yL9K-gJmD{U6ETC`~2Q%fQ zk=2qXJ%d7!U5tqIZX_1APE}1uNEYR_atyN+pI5_j(bQeYyl1Y%*kOxP#!X)qt+G=g z<;}!Dm_kS=v8e*L6_5{ATdgr)cIA=;Yb*7Xdr2;d9fh>__Q!9dxXK}Zlbg18BmttG zl_rTUt}25e!ur;(Vr#LYM&edT3^;N+uX2u^C6Pshf3aAlO-$~SXc1u9qoSxZ$g5Im zm7so2@~E^q5`5Gg4Mm$xR`lKk>tP2p~C z_8y0ov|~6h%wb5NYhBz$3>;lDP-jngw)8!ZiFAOhuo6mhbcCVhk|tBBEYC4}M=KBk zgMCt>!uo6mf*0=i1A`j7lI5SZI0-i;l`f4rj``uFYh1OylN^jvH5z%EA_5o~(+}}z zvgr~Ax=Qk@0*PVZuye`w}?V_&ANq0W4Tl*J2FniLi~0KC54=b^v1} z+2Vs@4b^q)Bw|}{`$AAjU_}ACP8bQn3T;)AP!#}TC*IcTPpy z{`HO3p%&fvm4q}rL?2`jnAeJFu0p0K%2$g-sYI`bFzf3tUMuWzw-HzhkQZn;Qrjc- zWWSkSWQwUG9aju{UVvB&XWpJ+4qoVBE=`Upja-luZY4_^Wv_LSpqyVqJ9E^Dt)U>2 zWtRC2T9r)ni6U-=9g<`6TG?~U+{i#(XwHcW)l^TlOI>^+X>jwKRRa(WNdW^sY!WDt zYV%$7sO+VV8JRW{s#zY1)m4m zHHFl*T1AZT9Wo&cF?4Ju7cZWTfPip{8INH3+xjX9r1)*UOHp#8m3H;a)&bn54kcB7 zw^6^NHvCo4B#@Ty>JKqyRfaGhpMgsG6|f+~?6%<esQ3TK6bZMuvDo7{(Ne&P=`BU zrYt4|OWep;x~aQhJ%A7|TLcp^tClJ?$^7CHDkp`@JUa~Ve=}jFrvotWfJZrkGLl!R zAy&l4=_q_e%P@^v{l%^2AXmb)pKfyelu`i;xo!55je!L$z8yCEDo;K=r>y#{_(4==R5!||yX6WzES5N-$|s6&RTZ}X zl`C3OO*%TLI%fbETQ%)CkjQSMo=Ia;3B)&Rm%MSXm_lZ2|v=pXfg@SZP95fp_(ZJF+Aw$3>6dcHotUF(&?7QxQ7y5m| z8MwAu5KF>BCBE$dQb_WEaVuVVu%w6n+7%3A_}Yc4l#?G&Eniz<@#QI5DsV^H6;6AN zi!CqJ$YHFyCIeja5vXCCKJhG-A}FL4F_7zt0U<2)|lIT0$&fUhWxdGMrBn7{A}&wP;$ag7J*4{ z-trE!L5Gw=tifuQl;Wy$wOpwEH#9sXs+rUR?)xbufp}-UYcXYyOo%4aZac0((dBLH zXVr#oTU;xrmisJ-L91vikf-msAi=_}waCJ^hj4GFj+|F1**?-(1Q58Q{Ki=^A$Rye zGHEVhi888?th&f0oU?+4=^$w!?)*udIa*ZPF?Qf)RiD?)2_ z(<{d_Hi?bsILer6WFf_iy#;lO?cEo%LV=WcCXJS(WWubT#s$pwk10fXvYK5-P#v*$ z1)z3~uqjcQmcPja1!|0KNwru!fpLUppVat(vXUz*9%V^1O4Rz4#aO?M7dqgZX!J?z zB8Z5PSOrdvcDWX?D;Y{vxug4@m8Qmp_CDDTghR_bhLWdhN=90|Frbxkn7+)QA$f~V zI~Xq7O#@ps+whV;%8sFzJPpFjoTAJx`fN?RK+-NcZE?Tj3V>^2E3InZSQFvwR(%(u z>X`VzR9$nj5pl$Xh7$0F5q=#x_)lAxl;9-6LVky3*+C4U+AU9v zi2R-*OVKkn@E?~wJ8|vAMp`2-@J>mWTo=~eS$v&CfPo^a3Skh+zQUr>S8^{Cq&Ybr zqck#=DL>B^wejQ=7)yra4ztuHxA2s4ugQ1xG$!P{D@E}_y%jKazhpV&o{~3x#@x0B z3Am!#OU@g~D6wU|bT|aqU1LLoRGK6&%eJI7=aEh|rrlW*w2-@L*AVwcR z+gtL9!%d-R<+kW8ei8Jn0^{_%ofwH!@0JaUhy)qQT1poajMvX%XA}990JOFiS*25s zkGH>m_vf$n{fKfAZAvcVrkdokz7?Hxw+kGkQN++e$mG>Zg_9Wdaw`-mC8^15+wCKQ zN0b4rRlRc-1B0I+B%yrNQ({LR;#&}#n(Cg9XX+2tX==JOE{jB#lEjM9&co|(;GzC9 zQk`^&A(v7}OHRUv)#?a!KIEDDAE3z1P%1a%S^+cB!`&mfx<0at)If9|ve;Bem9BYj z{>N?WSPNzNZ~Ccs&58VmfBS@X%CPZ3Ka&sM$`n~NISEmw_ z-m*`hl)VFt#9!^*M}Zc<$!wam$16N$${H%dE9oKlt6U>KMZrXjFfHSeVkYL8h9ZJc zezQZ9a9e#4MCD^+Z%qP`m4sF6KkiwfSUEs~m*{x_jX;5ziB``}btGuG(N+(98#7Ks$RFQ|wmShb`{2-Ju=&lxR7}|Cs zv*vqDSIaiBl0NX8hyUp}yktcGi}7+It8zsu8D;D@b`s7V6w(w>W2?nkiM5i-r)!JT zLh4PDU4Rme=dn(%MYR>)iF2o#opMPqU1Dm*^%-blQ{8ELL5&-&x?(xPkl@g_t5SRZu6R5SF=xk2fWc<2@vez;g_%v_eim0iCoaUhm3S2fcMs zB8M3sUY!7_@9g>Vtw5KKu|5dd1FPt|c_iY!Vn{^Rvackv&oDjZ4m?7FpC1kx2b84N6lUb5YEYVc+Gd%?4@}()=tra2V7HJG@PC zp}Y9iD5fEOx}hMG`-GL30EjPU^GWB|jzA@Pxytt{7e$LU zCn*NhS+n4Y+&s+Z9fXi^!*`>was58j-AB1Ejv^t`-UbqB;u9J6&4$oI&l1~oP((KR z&!XB;UIlo$RtR#6J0hkR42OPfgrx^A;Z*KJ4~@=?8f27 zfYX^A5i5PfY1(1tkjo z6+x6UXY6t|&;v~!8|I)^yG{^-?9U~UG+M28M#E(u=|YbqQX550qgs^;ol(4Qj{k@cBo7t?L<(NAlQ5*BiU9jOnjQug8EZG zTXc%8+PyGc)ZK&%^UGmf=3)RFt{6?CNvirgp;7r!jsQ?NYK6OQ zfpP4#OGPaZI#6L>zTm?$;y&3;a%7)T2D7S{(J{1%nSAej!fFM)|D&4+hvX6Z=~yBZ zc}mVwU}I`^1Nt&LinMz^qXTNYdx#OhiWHG*t<*z;$Z-el1a$tr1`1Kj-l}26cmYG; zs2@4C1NT>clw07o=u&fSY$gt4axfPKBA!sUb#+CgxD@Mmax|iuRsXc~Er}!(Q!=a3 zqe}K?6sE^?k@)3)2@AA4Xuzt2KTk+38y++l{o)+eVUnuQ*PkQ+1e+RBr{Tb^T<$_4 z9B2(!IF?SalN65v@m)*k;I!5&%)fAhkqSnf*r}k`@Ux9c0mxT0N0|)BCOM$rlw($r z#ErwfI9+hfP=eV~bXVYe#}UGa`{b3%5*@LgiXO?Dd|@q9E*P+Mg>yLY9-=PToE}48 zSG-RjQ6bLcJ8s!J2@0f*5DQHOE_O4IWUZ6CZnV8&r;dxbV_RVeJC)P@0GVt>9c40% z%8M7nFS(9GoiWtwnw+64^lvC*4|=p``~`Bf4W%^H=OY*p8322YM%Iy;K^noDutj@3 zRuy7~Y@n*bekg@1NAnUX#ZO~n#c@QL6rC&@wv{^ZA$V}IH( zQ%l_=y#^QO+yyjR_4pOzyGQ|MCwQZI&w&8|Ge z9<8VRnU!jK83!J8a@OubyX$#HG%dN}SdiI5*P-Rtgu_a6MAkhH%j`t3fUbZ`VJiik z6waJdFHChrsxca$a+IWuwd?8@ulV`5^_BDTPYgUvvh01;-ZWV*s2HR~6#t$>RT z4Uz1xewY#Q4rG@V{r@r}0**Z@00r>e5pWP+jks)IUqGdSf1t4zYW@*$c7!~njQIzD z^ld4Lv(~tQWHV7l&T4#Oz-byvwll$eP4ovyR z`*a+z5_pox#;uZoQuM^9lea8EQ`a{D)dIXzTUk#2K{*xqGqm^w^Uj~s+=$8sl%kW*)VE?OEFd# z6(D3#__1e1C=|?9FIj_8xL~U=V}T~EA5{y*2bEf)LeNN2Iq{>A_TTM7Jj+Ki zv=F(}2k&cA^O43=&ty-{qv}{}at9vdc>UBCC8QTImPT~28-^sx>;t-zprWn=i@UMJ zT(U|zGzKjo;-UH@Okkl>TZSyN#(Cm>I8J~G*D9<|U0W92isSr>(QUJ@JPTOf2>Tp1 zX~C1cMn?t}MnD-#Pa#X87}CO}#BM7iIs0R>>~C$C#@T9&UNs{m8P9HBrV?tqe!%Rn zQtoD!U3G62uMQ+N?x{R4qP*xxxuMr0xDZEa$UekE1W1K6R+?J4sM5UmJ&=+y?tSB8hluGWt;yOoEYrB{h>e3(Wyvj4NcgDGop z7|YNNYdOHCc~+S65OSc}7r)Yd%zGi2GT)c7G=)cySk0 zL?|!|TjH4{$+HqwCh1#;hngZ-iiM|c?cK)YM6je}G^U3Ug2UgHa|EWQa9Wg-CptLs zNe(L}P$hlBYJ~*2&yH#`JUJeb8U!c8Rl>icI~GHaOc8O7=v9c7rj_)u7TZfqAgKd@ z^VUwS)ULQUtc182Nwst^S0y0+`9qx6Zc3LR&v)F7jF^W5?DsIrTx^P_foG)*v*W0G z07SYwJH|=Iitk$a`>sZ61kqWw6O1KLX|STCQc}q~T+vmCqrS}qKUjgKNUYVy-G}0? zDMrXy`)HIM94$mS9X1YV!YYVx0bux~iwg1rtJudPor0=L6G~LWX`ZkMKWsqqEwJRX zu)t(Wq2qcLN0y{z(dPAmJBT0@VULIFOdvqd2+~?J0G~%Xd|)PR*0^Z_BJtMiWK5AX zu0<&&gpQ@8kI09_LUVv4kq(b6rpOVn7IH-wb5^!V^tD3z&TT}fMpPw&KvVHFuB6Uc zQdsp-+yPu*Lkd4>_u2BcjiF)XnFamXA z!`4-dqE4%^?$RxpoBLgYAgj}R`?OrDKQgXm=q0}E)Il&a;!?c%HD~DtP)=IfL!D!5 zS((U-eN-dIPkGzEaw3wg#YcD;r(G3^ayRHx5VeM525cA26^_#ZLQ8 zs=0DJY%&5Ldm^3jewPcVvqtG%-kL|7Gwlt4$p_YuxjVg0+{-jR5dcm-m@iebPs)`w z)>N26-6H~*E!EmxhB$%Id8_<}2xth_sG3sDN!QW)q(cnkKb5!@KUQp6*j&_z#!H=A ztENWCwMrgu13y3nZoxA2U=blHXC;-(@A_TF5blKE%0}b^B%mC_-@ylz)VJsqla(&r zz^o!biw84}Z)8M~6OC4_HW`};Ir~tgde>wkhz*&L<~vU6_{aZhLy_D1neGUJ2hjv; z;S{`~B>|`upokjStU!P{fDW7V5w@4r5E6Ic{pL~t3Y7X9cjbcDm0cWDL+6gS9j?7wYYJtVKBxVtOxIpH>7u^;i8j}i=p7PIjp(ADKq@=X7cqPx&z|OL)kPZzlNr!o>Y&1Rg+S6kO`fs4 zt9}Fr*(zRGfII)V5}x`Ers)EHZSOKl8COqcghqDQJ%qr+>($jhk?Uhrd}hVkdGLxm z(Oyb61C?xKBWD5%`Z7`lL>jjBRgd8A$fPVK!R)t=^dO#R2O?#;wuVh#DNqF`RE=Uh z!bZ;nf!FuSTrkf*FcWGk9xV1+eQhX*xee54&3K0^}|) z(+eI`DC#L7n%<+8*e?$8)*O#u;#=*i%Iuk={&EhrbRwHJ#%HB1(p>hP$c?_J9${Xl5935>ZU2g-PN12v6Gzo4o=Ly*1&#nKb=2}G2g$un z1?W3hGC8}~wBQx1=&h=-O8mt9-RI3KSfEoj)mKBKAZQll72j7YAt1C}Vy(-1!4mRn z_3HwOl4Z`086+p_T#$fB7QzaOtWF^MwzE%|$L0x)zMYZN@US(pV&Nhb?xPBPdjX&I z&;=5h_-{KwapeZy2XhLSC6|ZdSE-dzsJ*LC0lEcKez^azPidLYz~)>+|4?+`tmpU3ieS#HD^$%@ksU_^Jj&3eQ9}wE!K}qnLvf1L>Jm7^&?pxAGH<($8qk;NGLy$oRa7c&w>? z$XMzt8Hnf^ThL$JDi-l{dDH%V)Nf(aqmtnql*Q-C-*{~ zUkPn#&30vLJ!OJIX+Ag*`zjosD>d{^bwcy@{hU&ws8*J(uTh@5^IFMpS|HIC>ufE> zDph+?-uEXeQ7pTrV8IGIh9W8x=xffF!<_MQJtb!tV2wItP`FKd_{iI6f?Pmh6FO|1 zfRqvm07?fGDvnI#J+#(1L>C6K>k>~YuDndPSuSv92tP;)q@OLiK}0NvMLJ}gLFlj= z1^CTBS7b?UTW zpfW1xKsdeHI6~QmftAUC!CO9oC$5>y?k%t+GJ3|&JOK%Sg8qtwkwndlov?JnM=5~; zs4AsP9Wqp9qa{=;E8J>eEUO7Ljzog>D6*&@XeLzkGT?k=64t2@E=7B0%B5BkBc*Sx z5ARpl;OD}wPr5f%pKKWFb669ja1qFa^r8*isv6-Kk+MEQ|}j zOq;vdgeky3O`!p0F5ZKXnpvN-h&tA#Ysom}o+CUV9M#;2pieLg{;;Xqg?mOzj6wng z%(}LK<(h~8P^Z1kS!StT#ZuXSI6xr`lPLUjDpGQGj{THa>zvb(WgPEW!rdU?VPy-Q zhWax{rC;F>n97m`1=Qe8$BMDyXpA&x>8GX?$+ITxhbL1y9 ztWochtg*v}mXQ%ASySnn{rxvHd8F*-6E!LhH39^x`7SgxVCpHrmF+bd6692F5rnut zI7aZD57qdRx7!*xh+v5dRY2~>;(^#5!yvJ-M>?(g1`k`O@Jx7$m(KgWdXlAfFOfvS zBljI^L0KwP!m*=O7sXFRuPgzMAsJsd6vP#x=!H2;bPQT<71|b_+Qos&bi{mRveXYt zU45<{**CD{LXIfEPn1=L4O||^R zD3GL!s~m#2Phw`0joa<6fk4EPOr+IvVVl4nZqboREQxw3DoG>-+})^A~-t4(dvwx3IKUnJf&nfvcgBWo^#o z5I8}h2)@XcTg~1+I*kTyDMp^&>{g*ZbKaMahMPn$P*OoEgRgIw)x=pcv$k(1H^MEH z%Hj5gES5=8f~SDEFYc8$N4e`5IVyX*Q0jM(RCZr>OXgU0x+()_d>N7Tg@@ze2l`HjM#*O5zEDCvi+*D;@< zqu@G3n(P$aN?1to45Ha@+Dj)fI&MOB3ttK_)hB|CcTLMkulmZP(~tFx1tbj0)&9;C zbqese`W6+BzhtN#VI@cAbR{kU(+Qe5OUgQ8%b-dHB=2cWsWxeh1Wn{a4;;2@64eaL^u6fGD$!lO7qFM z6*OoNyT}f6PuWSFW$5V--o>>LKBdL~)c;&G?#5er&Z-3%yI!*q-x+S>V zSRH&`B@4+oYc)DqNL(@$&v)epo$&{J*HRO{$fM>Ms$!sm#&j``3`qJUOoc(958jlN z&0L{S5~{#(o{m4mCXuD>AWbHR0=7US zk&E@v@2(2C$di1D9p-$4iZG~$HfS6v2^*^;Td>oV9wuUJ?p8{E+RyS?)dNx>^+vh% z?JSiWIujWUNq!x{SQiIAP%=}wEo+@5!VO0%~RpCws4FCCT1_sOtpfOHIfT8 zvHGO?Sz0C|3%)&5&yQ8bZT#q&?nk)HA;I+SCNJHqmO6-*`aQ#W)w!xb_0hYWW9Fi* z?3K0AH=vferBm%(FPT6zmYVC|_KDJ?9+fUvcA&9}&UVK{Xv-(2-} zn7*rb{?0^YD1;^6GWbP5Y?>XcsF2${5d^l%0QTK5f=qBjX&0W*kLN{N*RE;6RYOv? zj)Q3EEG1;Ybd`oWU8USPvA4jeVBl9Ho6FgckfXuP)t-B(s|;OMrEZLVK@=iX`N+s@ z#_m5!60(_lC37ha1xpTo%=ktw57z4EBqSmqs-@X9r7+vRttD0vShU0y zBoU6%7t?w#@1X_QWE)~{AtiHK7UHH?G4E9b1e02lvMr%Ja< zU%0^kJaVM2xzJ(=k+{iRT2r0kmp_Wz%vfgbZ~ujJnRORmWy6XBpBM#y%HPTs%DwrmN8mtLQffA`g4MQ&Bf9A! z$r_6@wvvOng%tO6CV}Y%r;%mZXjx{q`2z?ntA*r|l1u>U1dy}46Qe2(otR4^m3oBK zpMIMWIzdp>sRX4ljN(MNAwoj2_=&7=gl5n}zTgOqKqD0;GYHbmfte*P&sfGuIsfg< zfVC38H5f|g^r62hYmAI=P#3&J98*^a!H5QD9meyLbc-`QlTbOQmO0f`Pz8R5Dc{Sv zorUYIj24myuvO>NkgYG?0Ul7OKRLr!h4lqzOvME~)`_JxA~XR&$+Sl9q*_IMP43KU zcEwqol#M(h)o{2~VS%DU%-0M-O)3PoFT$y1zYsmi2jBB|ghHgFNHFS#nnx^yg}f@k zRCY30oda*;&MUEXyZi$IS3-KJ8bTnkGv+vnByOl^+pS(|!Ln##(EkaAWr$L5N4M2U zSqu=cC8@6Uz((U6k5qynKWTCa>zhe%P}D!0+VPOOJ?)h@8#%ey~s^`DFsyF z1nN#6)?#BWA$ToVZkPTUOdg@uvW8vda#;Z-7EGxDq2=A&Kd{!0S2V9jj%l`$az*4~ zfDB(-p_>Z0sbkJ$ehi{JzB+y-c9nvzM=g@m0@Y*EOWEWT)Rj>Ss!V47atDcHxLHvd z%R?RD)igNR5KfS-(*dOFEGl^k;e(`d z>MmfHxRIRm->ZxQ>rKnvwC7LlOZRbb!mg6h6MJv>_E|7cBr*u>g*^?`+iT z0X`Xvv37i3LlkSq{0On3F_FSt*oX|_Im_6A?k|>76-+0`-|FZBz#Kh;&x;gpM+svN zDb6dEE||noO%GWMh#D02b)TMBwW%XWxX1+*L&wwFxw0Yec{Tg8LGYMV=jy+Ztl5Rj} z=i*NGqjswf0hpk0Ch(t1OIA0pNP>%S!XcE4>1!d#eno&EvW$BOoEA&T1~DQ?boC`- z?;Hs~Fj|tlN9aG1t--__WkTFmFQu#@w~(@#2Xb_ykrQC^i76nGOd3TK$r5P}EIMN$286*} z)C(8d73_93oI!2D1x7+| zNJyh~uqA0E9T*k#t>~E( z7vV@6BNV@s;$S9*l5ia+F~QJaJ_3{`>c&Ffjlj*Qt-aymc1E&6PuiSl-bH)%=$t`; z!n~K`%P=)UJCZ;Z_Qrn(uopiX1BjFEFN31Ye#-%RRFrn=%gCaFOoR&HT zh2F-RkD{^OL(RzYK*p%Ez(93fR05b(KoC*d4Cr6NOITVmX(@ydeB&~k2+<~US~CoF z0K>~rC0-_3JMZoyMRhdE9PosCIlm;f8*as`JtafJdYEc26TRJe+sJkq@r!3mJ_%B5 zn-%NAGycAN%Q1RL;!7g0OckkU3;}y0)v>Wfsgw;px<1{x@(@yK_dqP8_Xz^438OX> zSQqlvr;E>J-FBHdGzQtLDg()F9DL3d`bt%~om_ zRmgK`VJp=i$7`I?ibYJlL2SoRo{8)#s(}rgbTr>bolT23ttchMHM2#beI<9u&fC4F zi1tu!jD@UP^65fPWkH12&g8rbm2!3%>Y2RJ;Zg#t#MUx*G>nC?K@}GA6_#LA_{|*I znOX{XH9AXk5+$??v6_TN5w?;b4nSU=wey95;}4#-=%`EZiW=b)j|1c2fI9@@G`l3Y zu%{JSLmkP~Cl4B9m4!r8tEVOKeEaCwM&&Z|8VPxDIQUBd5>h>&P6;KQS-V3FV}ZWK zUU#U9D9T|fsL4dx7=mQ^9iL{$&}#9*CVJfL=@Rb2Yhthc`ejm~YN!m(kEOm&5o?oN znq|innI=K1p@($y=$_6T(hUw1QLJ~EN!<<{C)~RK;qhxrfj}l@mVKST2&a2%dEIFW& zghhO10>Kld*=I3^Zkgb|Iz*P$l2k5-x!yu!u-+yln1Q{x-`PMlfMjhXZuN6ul3DPs zPfRQe`ESdlo!YG&s8ViC_+*zS6zLKQnou;9?isQ~%};99SFcJZA=!rHi*r(>U44Kk z#0JhM^3<$#1LfCZUkvT0IGF`Eb4UTDh0i4&o(FC)(-y6_WtrE35zm^RQMD1OQ0!k% z1%#42>u;c5_Rtq{IE6JcwlD(^5)lII&^F>>AW{86_2$wQuxdZ8v70se7KKI=?dRpO zzJ{0pM;fxOofsIu00a{QXeDjcHR(gRvgraZ2(svP9) zjhi-NzX~cOe}Tw*g<>tc|Oj(~tmPvct?^;euF$U+UPPT?L*|~DP66bBL>O;X2 zMRYnrD{xO@!5B*5?lHgu@M*%>j@>oe^ry5{;1JS%BpiefcqjP|*yzO8&;g@dVxzKf z963!C0{I+Z(W!jwY(GBnFM3M=1GumqN+Ycd02soQ0qV1Yh};?7Y)Q=3FH~?;R^AS% zb<+hL(5DK;+75rkK^>}J{@gdkjgFTh2Za>I{Li;>b_~3f-ECy}BO0}dHgHvbc%SiiA0S(!x15#; zNUeOPTNFvg^dy8_vS!e3VyV#x=zhNudP>5#&QgPCYOHF4VF2}Tv4;epqM4WiWNW(G%ZMD8%OOmcCM7jlz zLTAgS8A&camT2ci&XHw4#JVdp>rO-{bWbg>#!>aicAFwQuP2Hp1TZe($P!36fPumc z8`1&=h?M}z3eAp?3I|}5uCtS_JoKNRtP#Xzcu2ksm8}&%_q#;SOjH}9w3lg4d;8NE zP>5{{NKCbMXGChn3M4!~TuS96l0r))oXa}w!9Qe6;4aC8IB)7KS@vefJE}2}Y6n-0 z2@)nQ#u$62wS1iDM{$BLFDH&gX8lSFoR?Xv(j9aVPZ=kD=&x@7Q3ZV>{bUE2tOuI` ztp$P!RULZ3=o9W&2Ig|MUHp(W0K%|ZMj$@lu%&@3ASmD!hqc_8fvXi>S3p)yHM+)& zcg8Nz-4PB7vw*lWZbqk!pR?-nfWB$N~s;)b{KCor6CNd?M zryo$P5D}D$oM{X@OB4$en)~kBAl*9q6^Si9lM)wl63UzVPGVs-fdRl(&&Mg^RLh*? zciTpO%oaSt5Q2ljs4PAo#YUCY^z+2<344Ly%eT52#Wfq6Zm9G(joqCI8)MQ3-PI+>fOMp>y^*jOI@tUT92)259)ogkK;1A?*2JD*8#6QMRglP8k zjF?b-tB^@io9k;4dTw6wJA#1Rm>ZSEWJZm2$-4IfR0Z&yd149J)|*UHi~T%=hW+10 z>Rqi)>uYR4)9}jB8L7Hk24V>G^6u7DxQ>Y>BWk{D} zzyi3uDE14mZuhI+c+IBZrpVWi>o$l_QjXXNM-U#3%vaqz>8PU?pnWir91Gs%u}Jff z@<0;VJ(04;R;o*NS)(z;;)t0Apu+39!*X~|SJd(KPZxc<0s=Y3k(3V^QqkymeG*om_7x0e2If24m(0CoWLE9h{Y@Z`pFym5*R z2tdlkF~d4E3S`BXm9q*bS)8gBYzl%)WF(qA5Ee!2Ac3BNYp~Y_52FNv?4taq|5~CH zBCpX96J2S-F7>CAVJ-LWCP9r3pLiVd zi()v$=WYSXc)%+In3J|_oaRc0;1?|E1BIjhmcU`Pbxzqw3CJ8Ax9n}qbJC%9$K182<0f+&8bcRyo6=El>03BQ`dF^3LyDsfq*tEaOB~>D zOJ=L8(iOIOqR4}9EGpi|gYZe`ttP7BVE&)ljW^h?3}_3IwMfJJo>w<#^?U zOtEgU+^9|L4y+5jhY z$xPCkK5cH%iRx6+v{Iu8DMM2>l_R|(1I;VviTxRawBQ0Jbwa0(@(9l6Gkj8_Zgu+X zHYHess)aB6S-F%a%S`4i6jDDHpHLlp2GMqqrjkQ&GYy2l(>PLQ)UNDE?sBtjm2r+R z+d%Bf8Y^K;Va0mrKy_gN@e=W3Q(V~;i|X#cmKI6K{@taW8WUN`A|y2vQ$<1&;t<15 z=L;3YtoW{iV&v0)Ah+X@;uXc(RtO?qILzMmOpO`}MJRVqCJe}RT@FJ03FPc9C;dv8 zQTr=|s0^E@>U5oE_aM!-M5a~Wt!GNAI{>v>0q#b&UK=Wysv=qst2C<3TfNBNSKOVcQruHs;coRaGZYC=^ zr>56$9y^$ctIAYn=(`apsOAi)mv3Wg6mNBj^O{_XZmkN_kQ6@O^g@l-#j5sSQz2=- z(DIVoD>38^CTAD(*Owd|dnUyvPrK@so72|lOkh2vHA(tFBb{EnGC*=@RM%@qI4kwr zCk(|po%bxYt-tGfI}?D~tx1S$T0>6yMv|M3l;dQ@P=)t8#9*c-ARv`!cUzEU%LULO zTPR^(w5?9M_zn#FpcYNJ%}cVifjK9ICu%|KWN;|Idywgl$Wdt2ZxeJ{so(n(b~s1| z%1xiJ%vN2psS{K1b~HbVA?wWr>56R^0_f32X7y_pBv;D`MR61ous{c%ISGOVxf$Fx zZB3)6nA}5p*h#t0NvNE56CsuHkAiX7qA4UORajw3)D;t*;T!*^E;wsML1#GBWoXD=znkxhO~ zuDHeid`X}jdP0H9?(S}^jidlExf+bO_$!$srva(@s>;9$H6}CGHHB&ad9_WWBdd-r;< zl;d7`Dr9II7u7J-g40&({d=wM2k-^?Ndt=7AH~xy+0B8BcsCol%k?T?3y~PjpSXlT zJjc2{LRit#xGZqV&H@2{vve)B*_q%IcBPLf15-U!=>~|oQg$sod4&wAmtXa8^i>V! z)P>SQ&v8>@13ND@;QVTVh?4db6bItONcA|uQhRju1<84BA^_OV7JC9M`>#!01t1qZ zmg?SCX|SS7oMO3Gl&9G;8YtN?1Pl(hs?OM^G=#iTh-8YJSe~XxjFK;!l!FgHlUpKv zEdh(6w~bmOG(S%OAQzqnnNm*VSK8vms`k|_LsX2YfGIUV`AH$5<>x{#13lvlfVwie z=X&@1&V>bgv5QJwWt+5NXz*R*6^t)D^ayI8st}>raJE{zc&5f`H>mX~B2*2_5OFV+ z+k`0!Vc+1Jm!+Nc+nPj>^ofK*S3P4ipIEsrpiLB?V#7=I{FEhLx~mpSlg_fJa-mQ% z*J!t3VG7p`-`wy<7?wj;gl{RPc(ig&bW2pvNJ!BFkwgnu+d`*40Io}@Y|%5KUDQ{_ z1C@hG^M*BGUsbnGI!f+bF_f5Bc-xm$$cx_X=QR~Z9kXrv)NZ(q;WX8{ z>{RQ8f$Jho-DtOU1h?XUC=jgKGEY@q*oSU}EI?D@{!SbrkB5RS+sPsTkeZ=lmBcLG zdJ7Q%g$v*>`r0j>^5C<9bp2$embH6w} zC61yzCOUzKfx>pOczwYRHoVl~wBXP(u(!c9N`cf;v*YfoBunPPO?on!$cNj0rH7#h zo7fWPG@MQxy=OC-zAM`uK3FzryG2LorbmC|hp*v&TeC#YY7O2B+n1^dWZK?L2HZRw z45#yZC~Gn#vsR$*AzC_Isv?l5i#@_5;lxBDldy1FrFmDO+i95DFnuWoU!p+HkkLXH zJxcnv;RANCa|3YxHNZM{EMDxZ6A#arBxnhJz&f5oC#p#j&1&|9V4*qc_}1|2mFfd1 z=5v&jALOlhjmVB;87EJ?SwS7p?;|`}=YYEDBHuRI-I98p)&OMXlkfpaRD}W`I9(f} z<_1>heMIJt8e}7$c_a8=Rw@!Ou^7;NyrLvHsOBfsic8xvB0a^Muxv)B<-0Y&6t-0z z7pHn!7geN@>+LkjT-Vv`N2qm7Y)TWTCWA-FVj>wof#fMti?WnDR?WQ{h5RWlO2OBf zgjrq1(Sp+IYJJ9Jhn&ZVBgRS#v@C4o+XV$YBt1bE0tgQ!mnUFKt)#Ta(1)-5?ej)o zQiumVSvx1D!e4aIVL^P-8BoO;_7!;Zr5e-6FeMOZwTNSFE6&9`D+Q*rqvl#kLe(>U+KRXPD9}PrV!?r~s)Q&L3w5p&ORiN>2tCw$mWQAR}4=36RY*`D!5A{!Qs`@*x#IdO3v4(m};0UG!UYggygsgyo^TC1+v5f2bBQJt(i z2JxB~5NSXv8Lv7m=j$1RI>5RXSX+yiu&NBXx!ZZ>J}K!N&hC?qE99lN5w zJ4s6%wsn9FEkq2cUt$1bAwY0J#~{JLIti&A0ZTac=f<*u07AHs;#yn46+*Q;Dsd^N z`J$Vsy@IoLJSt?6iY3*!Iugk|T|R*XxZ6ymQe_gF(9Ic67`L7YCCNQ?PM8AI2wpV; z6OAE6Hw4F^$@l^cVN-s7?WwRND6!J|$x3_PpHB%?tOtEMt>5Oyx;dVL)p3=mBnJjn zTYn0e`~ZZ6B_z4FeHFXT8-|h^*Cpw?4)~=l{lEDu{}LB$&mNl$JXVpi_hgNSj6i!R z1S?wZvL&*pRh4lC(yx8zme7T*(o59yVV%h~90TGgkOHaZ6AbSC>;+RRS!*+?Hhf@2 zk*|q;5v}yePBl!QhhcCB2>uDy7q>W1d&EH*&n%Lw7x`8ZAT}ln zAeYx+p-9cW6+W0L&jImeU&f|hg*9uf$oKnBab-W5VmYEqGT9`4sfY~Xk%B@P_%V+H ztmRo-rs>|$s4@hkR(W*2oA82Iu|MD($+Vunk0Y$9QfR{qVIC10U_LB|;+58t%0KrC zHc;7fBC@*EFnK^+R&`2&ceG^rbh7X2Jmr6)Ae-T!_ESS!MaPiZR{cLa&}<}DUt%BQ)yXy_wpcche#>&x@h(;_f+Tg zgn^Wh48E!cL<7JyykW$?>cud?Ptyz-1cDO5UP=bihagTaR74-7SSo3T4a87^4XXrK zK+f7St!<{oxHBhLQ{@Pt!w|_O;@vj+yJKGAf-AxgY5`t!L5JC)J4p4&GG6!!xIJ1zdvwOk}$7>Pc64omuMG7+j!7ERNfRtjwseYUX+ zTvY=2P^>1hCPSpOJQicd8zhsi>~1}NA@K^I4*!z-I%;DUP^%avDQXV32W%0GWK8Fx ziyoYk(56ZgxQlkEN}x(C4!S6mW8%x`%h4|4$Z~q9LdC}?El2G_gb+@aqww=uS8uFPQV8{{b87e1oT{+{Xj%{?7Pgp< zM$u3UdmNb8(or=Ftsc^*Q)Ltvti7s*CaI2reW5_lV9Br$q$-bl4b%`Awg2^wPxUCx z1iP9}r2QPm%hOh(vtcWy1rEv3umjl0%N<2}l=N=A7N+Or0_)M)6E> zmZribjVg>6Rcl!2qypDbft`n%(o{WAf>mrQdUkWCG!0#7b>kX}LSD+LC)%S$iuA3z zhEHT>J)xkDW@@1L?>|GI@O^g9H*U;I1zaI2jE5R1)f1EWJqTqIUg0VK;`Kl~vs9rC1#JH@;O40Ngss5d$Z45oqsVc(Egi&tohMTtSj zt;fi+Ow2qP+_}L9QgX9>UxBY!x#$yAXuzDoLy|DFRl!#`Q6TpwHKCw2qu)o0l3(?e z#1Kw`r9Xd*g9Myr1TFr)mWta%dK@EcdkNwj^YCERxWa)_$9Y0hsnmbGK@^K45`oU2 z9_TBI)$0l3YG}r`CHhc$s`wCaQlsjT4Dw*AU@>AUAQpr-w1h~>+met>N4+>IkHUFq zO6IV&amvq`tll~Ei7ZnpV2py?*0oEtfW(%=d^iZvT2CljU|9}Rfl*Z2TZuRzV!@p; zcmztK<9auV>4rhY8MRHojH^cpH2wfHHAkQ5L|Wj)+tkhV4Ph*))c3edu|_b!0T$F) z&K)-TH8kM~EPPz$B}tBi6*P+SDT(G0SeP6yFKIDwZf2xzs?4(1Blm1MiIRH72sR9* zc&tZcKRHfL0u9XkuD>D~;B7);RQXY9WHN{pO#JcHPE3X;=zwy2{2?*w(j+Unq@q-V z)ea#mmHB6`Tq zK~E&A47f@L&M}&gYVzDjV3pWr>3DQ~j)I&b;|vvO;<;0zd@YtXa1*5VVWhr9a*Wfv zt%n8p$G9}OE`3~%dQkjXl^0+`*gQIAXlcq>0Nf0N%dir>)bYN!0y%IA&aCk?_fSo; z5Le=J{e>ONQZY&!ScPNrDS_4#s;rA?iQUPiWJHWXMIDiS<)GMnCq27a))k&|zPO`u zk~PXB8};k90m{>zWCPYH>*EyqM|DoYbd$5_FkcU`36nQn4KKk;rr_P8wKf71%X_uS zMwV{kgmXH{n)IxTgJPJGD5F5UB_|TtjvA^8eFCtPxWJ+swNGRS-9(r$;^+mFcXG)z z?C62|IDTBd0{uQ=J*6#44b12l8|Xy8N&6@vjQ)xKkCmhzmI^FSxC3+w7waW+6+|a*N&hON%G})fh@>)(1yzU0A&7z>-X= zW4My1xP!l;A;&9GhqsU<;a+%K{=|jIY%3I5S7qlym20I|x`6LzHvbl3Y0dih)~Rh! zzX~WxBfl5LT}lBh{CX!0g+(mPM#AQnZU0_^a4Wa$r1lC4TU8YzDn44dczof--K~2M~T5xQ+u5Y4g$nY{i3EbQhK!lC!X{XV~AF3u8lCI zln$;5Q!(wYOlct$M^eay+e;*ocygRWiWE46gGU5UV&;|gjxUri>S}&i`38l}>|N5l z*({*$Nw}*WT?MuvNO}qgj^p*2E_jf7pujv~6XB{eqJeL_XA*Im{3x?7lpS(zBG_0edqY-~0uebV zVFgB>jRF{@UNe%@L%x8qW`_mV9nQ9XkCdgbAUxY@MOWKMHbHq!&9n}#;%o*#N+B%; zvkWuzvVsp0S-(f)cmEbrLa=%wPHEDmvI0xVXX>Vt!amVRP?JD-?Ug%{VQYxmZDFC? zAJY_N3O8J%*UDt-*i@=K#b3M00SdW~SHY?Xmb0~1JrQwG_xP|kRz`uaak>4y=T>8GNn&5iIdHiiz{>> z{!tvyClpCaA>+Qi0MgRw8ye>mPaNT5JHsxFE^3GZSLv1e&j`*8F=q)&*?$t7@{;^dR zCC_sY8oin+jgRESTScTtL=N`X1=O#8I*MOXR#qt_C$_Lx&2*N;eY1Vn)-wlkW7vh2 zfF^yaV@mYGy2A$biEvO|y&{I&<$G<>3PcZSwXmQS;LxZq$&r+VqCQ|teP|DMAJ;B7a)fOK$f;Tj3TyJ zjW}W=91mF`jDb6aOmEdtWFY~0Jv`vX(dp`Wto*@89UFgu+Qtb0c}b{HBLyPSXl$q; z4%1&wzuQDeSq0H*lppwl}*vZz%Ca0UXUfw1Hb$j8n&UlPckt*3He0=^<&u);T9Lz7U&A;BIJ z5Q45cC)pg9S_ktMDQNNcL;Px07N^$8$by1?K1!19S0 zSO`_yKpiQ^CMzHLCBz5Z1O6LhsEl2$Sa)ie$^hRLqS>5C|q_KPISR1#}>)*lvFR z?zkB|(@Z?5%_GRzTt$sUYv%=_;j}J96(xHwrLze2#kPE%i%@ZEr%Di|W?_K_385JXOgm zQKz}3ZqkLCXUkp@+JTG(6xh?3s}H<_%BNa%C6rotS^(}eQqM+?`5S&nuGW%lBz9FB zou*}adlqK401P-~-oT@nm3%klsse86IG4GiwPqvrpd>{oF|{k|@YIf$DC8cV88UZq zRU`wodaMl%7V3c^3)>jVGEP@xfLypSGdH%go#eJ1+kM~avoR4P_KWy9u0r060q@~&t>vACu(dnbt?Zutxv6{X> zGV=>4dPB=3?j6z)dJ+U4RtQ{}cWR>%6+~PBK^244Uy!A3Q#kz z2>{V7k(UFUZarm2#a9}dscN|hS8IvuYo%uBz?E*w5;VpA*K7r|EsCDXBcsrLNT=p9 z@R&eEQj*BVl#T%cAV=R4@@Suc^jd>3(up7EWmHfWbb zA>Tlglksk{mz*HG_^$+{M-hd=q>L&gjGfZ50E2a_IWY3~>JqR&ade&C3&N41>B~Ae77zo^WgylM3 zy!rerp^z?8#x@@~lf{ZEem=3S!pq;2PqcxtL49giVj;-dax`-MT+a)`Q2!#u5=jT9 z@~Q7MXB75#J}eaK-7Ev(cO6eZNhNzrCRj0|RI!wiHktg=c1u8Q+=_ijXq%kcl7l}F zn2my17oZ+w`bJ#XT?5y_eV7fvE(!}?A}02Dd6qA6x!kp3lb}( zu8CvyrdEQPP>Qi0;F9*8<0XwUjZO-Pug^yy4HwnkDKlL;2~$*9FeIUOxb*|P&6H|gRlm!iiWfbp>-J;Pz;hB&R+lQ4`}RYLI`W~uxr68vcPP2 z!Nt%et)4F=m%3QcfLRCT5i`Qu60cp7eyjOlZGZV9iPVo!$yL z+CU+dJQ{1-qERYbWb<`YJnoiAq<+1L&?ig|*S<`?I8F4|Hj-sqliNSmvFo z1e=*lXlL0ZiXw?V;hK)CJdvy(7gapbeVzI_xmvV^@o=#Fmdfkq_p4f>6+NS42vyZw z!-6!g+=e;`%;uRP?IA*Wxpt9uvRE+;Qjl?}T?Rhkhf3|Kc6!$(mO))DgfQ^9-11s^ zOH%MzJe3v2PK+iiJ7p+B$9i&`2|7S+7f_V<;bw?5N)4a+EwQE1Hk(yJse)xQHvz0* z2Udzohm54|os|P_<&h8&Db1#Q!(!5r@MDFtTz)fPS0Vsf)0e39nn2I9m)M$pusd&( zjTud7iqT{=#0(x}zQ%G*B_BQxs4ELexlnDLVW~5a=at$4H<^E%1}wL*a|bM^7{G** zr?+CxJZczt+Aiv|*31;8G^pi}4Z2<(v+!^4h;MFD&D6P<)^iVbnl&X@Q(oAu^JbU^N_- zzMT^k3^s@pH4Z}AcZN4f$)vfN25Bfv2s6q(WwC^9D|Qh5+JUfY-8-6*zh_N>&50ekr;+CVn!>VLj{~fT zSv9V}H*^`BlbFB8wP{6;(k(yc_e1C%{_Kvw!~P00IP0al5uJW$kBBr3qMr(F5;c+B z^_?7+6dqBmmuG)3$WciGp<9k70MlXt$X29@PiMyhsRF@|#!WGS)srOD#$BYTIfe}2 zet3{M>Wn4$!MaB4B7(5sCZwM<=~%vIFvr&*ncfh%1a#=CYu4?baJU-}(wd$pLglI{ zdC)dH#LJ|CbR`FBFU6+|K{Tu5i*VYqz&rG)9zNuhw1uDmQ8p|!xNR*`I>v}+3NJ+W z5-*$rJ>X9>tUlzOM0i%#JE`Dv&hSvE4P7-eaIVAB795sT%;1~8Q5#nhl44SxE}>+K z(4hkAf+nQH3De2!r29Mr(X0>NBk$XT8im)KULj2jO)ZIc1*|kE=H>-NzzUdBQ7SL{ zZp%6lTSJ@T+59r8-9;r@Tu90_%HJZ>h2&5=RvJr@5g)XqC*+c!+$}BTU-cD3$gy{r zK}@o#{Klk5MM{#YHBCe9i)?(u-Z{<1jj~DruXyeFVo8c7B{E5$bj@2%`Zx}hCQ&97 zZBE|EeKqbyX-78IbBGaW!+Fl>Y_ygU7YOFug+9DzP1Y{HJOpT}vBV*SU0(#_V;^9u zBNYNdNv$(IXDP2{>ZKx$J9S}FjPXNGkz8oijG>l5l4B|M+E#5|^F!IlLNMft%c?YR z;{lt99mp*l)l_;atM_=k;*Nzh`K~iSG*AIiOgmlLAR#NmhZCDcA+D!8tTUc#$(_ew zkVFl{oT14Z5jSC2Ict7Woeg!u1POEY9^Hn_Eg-RdgaC%1y-cm5_?S#U*TknENK6gP zSWq;x{S&5atYGStHH6L}2vn|>u3qwi%3nqVs)SEZK-2uh7xC223ObGQ|N6DB!wEoy zV8#dj4WqRtZxK&KyGj@qtR169kUc9k;*osXD(HQ{*^3*<5S@arw(Zc}mvN z6OSrFKsvvcJcbmf8WYSzo0PgtB6@fl*!15L{w7nzDxFBWfPi+vyjDVc7tgbDu_B?{ z8xhzNVGduCr-(0T_F5chiBifFbuVzA1zVmh*|^0XDFhO=a;&ezoPxJHn)iJIEOqLW zbd}E-^0%6^TkB%S63<`&4F1He!uu3EY_S?AElJju#S;kV2o5Xor&w(u<=goP-khOz z3yE6#hNZ9noc_^0DD4QqJ8X(4tzC#vZng(Wixts+>AH`YAqc3 z+hmf7V(PTVew~sNZD9{-DS-fwmnc&*ym6CHz0|pR#}M5!LY#es{m?Zdr8lk-)A@Y@ zqO&brAXqIJhYE4%+L9}WgPKgQ9?Tus*t`uTrv~e!N%#0WL3yeYbG0c6S+V9NY2^e> zfFPv97FI8dI|rnGxE`_@mq?;Y`nttl%Zm^=@Lx@?(E}d}4>l4oOjxO-istrK;S-8d z>eii4Y_uy>BrDmW^UZ7lAuXju=87E+7_42Oi}-uZsfAH1Um>|iC;wyCTs)_%Zt_-4tbADfZ9bi zLo3$nN-FK@O63`xl=NhU8b)Qrgjuh4vY8XQ@hB5J@=@G0x|eVlfRLk#Yo7$&pb5Q9 z)BA)*!)sC~LAP)tenq?77lkWyC{w;ioW1K6NS^q}O_;1Ph%zRX0n@uJxGdu#%U2(L znpA>2x#_Btim0dV+HTjK#m0`SnKf|lriVCe6V*;?Y~>j*bW$JJ!&{M!w1r^`8bEfM4vaiilJq;wx2;sj_(^;QQ0^#Q2xbsu$rc)bFp_! zMU;WzhDm`iQ6E{JTw;Df#G(60K_d>=HM}NoM|b>F?Hjgi-3%Xo10ZzwwjxKXD>3Sm<`9HuGY^ zJOhB8;2l&&CZbL1>pY_;-aSmLoUHM}J!DAiJAjK;Nd%Nc7W*7`C@exviGg`3)a=)c%DsM=rX- znO>IARV8ajGC;UxEFf0xF;vC)v`%Mfbg)O5SoAVwXNco$?U@QeVw&}sLv;dja3NHISiMB@L98IU4UY;6s7%BN zwaG1q?5`gj*vPc(Qx_W^5Mcz0w@g1OAgAJ-#Y+uXlI}u%#hFeLs{wW-J_v`8e2S{u zecZ@qHP-mFCK7HpS-9Ys5i!Z(bh}lfPuMFt5_=p(Doet?7e-{if>u0f@PwCKvKt>) zGmsf6!K*gXa^0rFPU^kJCh#hPJ%e0Cd>|f}2_dVu0!N0$O@}HPb|lQ*aOJeRG2N{5 z-n3UCt+dg^ve>h&_3dOtb#v`Q@z4=cZ64vZ&4GE2XLBTQr5_X-5%Ulw`&J3mA)+Ej zNZ!gRIRQ7-C<~+?h9W1WI$|^4C1mclTQMgH_Z0|v&r``^o+A-ceK;IMRZPiYeKdQh z_7yfh;0_fTL=*usqlt(XFycysv>whB-zN_k;M1Gbp9QGO-bLrTeMei%#3 zK+Wo|whH6pJ^vD1XxE?Q5*e^Rdshs!Als={O%XuoUK5H~55@rOtOzbe4V5P@#na-b zuC2#WD+I^O8_729w%+Y)s8ExHCF<+&=4`0y7if^pc*6%##)k~&t<$|AC3?g&+&Kv| zUWFB7@C2dh>SD2`aISPO+_9SmE++zV?p#EWYQijS?87_~c2E-CnplK32Z7yD2g1xB za7aO(AgDd+l|WO_+p@%oWW{w+pa&y{Ko4)E$lz?rX*w@KHxSea_G_7a&EG`Q0TA-i z42?^q8DWeJ&(Y$DVSxUiKt##s6c(tQa<)9trLZIx(aGhsxm86pjX8JtAbo7emog)D zh}>iay(jFOI3AsZOB`5LOjTq-GOe<%liNgauUWlYHucRtdL!ZX021us)%rQ2Xj$K? zg~j5k27L|K1kRczb^(Y1qqy~AcJ0fUBnUHg+ot(dTk5COEY#S@h2GBHYaQ3skTBg% z<9Bf^eI*$@52q!WLT@3AMLjLkqTr0L(@?2jO!3=w(g+-!(BU*(^Q56T)S?9dc*Kq~ z0B`6~)GktW?ISK0)#MOs8ndUuGVgW{!WQi%;b8YrKBcpQ&SaPd9Qf-MtK1%zSd-vc z_;p#ZW~jCaj&5ub#?=tgf(Ihm*58!UT2igMniOJn8$q~cB^ax&$5ntsxD9#}oUltE zT$e=FqjO}=-PfThS4aV^rPyGu6>5UfxSgr6E;z9G`pNcH(=V-Vk3(r7l9e1>j$ zsCG2__n#mDVcgbzfqF_vTO986cP;VpsqU{}&?wzg9x|5JFQnw#k!~-Rt%3#g@l@m2?OXR$ zR$690)SwUzGD3(rd1QJe9D%v?1H~5|b@;lX!E(1MB|*nUqD>Hj{dkCybAw&`X`T1P zLa9LX$@AP{GCWYZlSVG9;T6!czbti^{b(Sb?=(N0IPl>J!bAu~!;2UJ)(N-2^nqV_ zRlO@gq_xp)Ht`8N=|&jAkz|lmwI13@c%LTj{*%2Mj}+Y11aZry+8N?)5fe`UYpE?q zHhUP}8>(@Xr3soA0KbKSXm20rnNG?9?7t_f)? z75%mOLB@g&4RlAu)-7anRrLmx(2oXbc5$r1%R|x7)kvtt-`!qKFNAVJu8p9jD!vIW zabhA7(rc-SqE02<36Gv_B@^@$RiMILlQI~msG^AVIBX62&IP*m$%Ue0lmo;)Bc8$cX?;jyi>fh2rW&}Zz@1iMpGdOSSE16egb)>6 zxxH2b@T_5iFZu)oNH|clce82Va6QQ&j2c%5j+)_iD&|?IDl}=~3cAW-vjZK!q4QGm zS5nr*E$hrLg9bZDKanF`DWpZ2g2}!FG1Qny0ZAR5B}^JdnI)4Yc};x6Xl?u{Mll5X zMu`9!+d+Hg=gCclc&iWCOYzY@R;EiTPM1ghkqa!7AgYLhsRf;*LqTuHL3h?rA7>v< zx{4os%Rt4Ppb1-p%l<-0wh-pyfj5A)m5jrA~{=cSq!zJNk2kJSKcZmuunjr z-`17ghBuHN6=VfeX_3}gj8WvO6c@4fNnJa?_Pdg74zYOb0@$tp&R*D@XN5U!Bt2U; ze|kZtR*4P*H8(npqc;7MZEbCfL19EXm`sXxr_c(B7_bMq2n0=zchllFU-ViNe&ypn zTG_&0AP=U_L>=OJVxqED1L<_HL|JoSN!L{~X@JN5z!|PTFR*}5P5BpPVHaEnY&&gD zYThSc-3C~PjrzneYljFh+|eg8LomWNi}y_Y=oK}OZOgXSOlHtC^)QRRULsIxBUbV2 zcZ|YW6@OTa#c!v61p+C<+DFAv_8CBy6Q(_wiY$Lje0Yo-Ko7Mpo%G02s7cCv9qAYCwkWY6X2!OU5(N(HUQX zRVm3#-T2}k_Ueegj-Ymwkw+0G)Wjla7n~&$`BW1EGZl-{c@&b0QC|84D5xBL$glvR zpjtObY^14|_mr6?G9}LlKFdPh*87r{{zC74#20Z3p_xYA0#;#l?7^MvvKLAA3S5h? zBHD|Bf!hcoU~tPsTEri_L5)Xv(u{%Ry%s2fOXz?`nu#%qbRSStV5d6;Vl|y(=Nv|m z0O{3$^pmOCqRn3YPgX>w;7V?u%+poiL79kNqg%#RIOQX{Q_u1&(49Ep;+R2DPSzo9 ztsp6)5WSs|Cy<6870YmXexk%Pt>yw9aDh{Tu#cy;C*p2wPtj2>&Xr8N^o#unexj6i zv|EA+^}{%?DF=d#3#+(kNNGkC;|2(R<89;F~Sj1G1=dXC}s$Gu719 z=EBu~HCjW*shE#KgOi@p&u%f;zH-s3>tPE=37IPHesYDF=&nUS7=2@hyDcdo}UpQ-Yxabr?mwkQ1rGy9vg^r8*|%oSm5hYcXoOm1r9W zXvtVi3w6YF+cz0T;q8R_tcKl?697O;2Zvp1LY`Ufv@bRX4FIttsnINP=oKLtM(zxm zOGp7M1db(B+6jkH9HIn$)*J~EnHgO3H$Z!RLjtKvs8&8`tsiY^Rnr_YCISO?OGQDS z>r2>>s}RuG8fz1FqTYD4T3mP+ry!4Tq}&)$A=`S)3wE$~RZhV!2W4Sa0?V(tR%1ng zW+6)oTea93k;5XJTY*ULqL5_P9Uful>yC;9t~nPYvX9)Y!$|$ayzFRE&O;2$AhXD1 zd^hh9|DmmEYbL_anlm{G0t%QGDlIM3Cve6mvCV}N0(J{Y<1$WCN-6`@=_Yf!(^ltsQ)YfRUJ-2 zz?I^xfx#laqh{*IjC1r*WX8@9?8Tq$_1(={OAK!DQZDBz+Cm00p{7{_NiF`B1NCBA z%L-*Bd22<9$r-uAsj^Vx%fGhy_KrYhj8(UdC?8Zi@aP)354bZGue(sGVPNcJau7&j z2(q@G@G8BCf+4x}k*nyYUdX@|RFG(PR(ouH1!QgSc8zMfveY<1SY22(4o?td*qBe^ zk>a+wEv4ph@OR&KgR1mU<1+Fgd1)_-wBXCQg{5$01Wan|wepEb&g&H;XA1bum`Nx* z{qIi&R+yo})Q2>M=|z)QDy9UkrS=m4sScuC`}F~WSA4`&0NJ9yV-DM@gjpfU#Ymp00<$%+A%=!QT*+c!o9Ru@g7jqKP>JL5 zMN7Oa4J1pc<0+T$Y5IhS*zn^{6+Mz^Vq6{* zucfSDtSqdAViParcJG9Us?0n%)?NnK$^wDOrDDA^5aK_3;(BZ$z!;B=aCvWSC)V^b8+&&GeF)7l$3C~w*QFL+&%2J`-8If0zl8CT_S_M9U zY3xGkk8({!q={t$Q&o_T@Q&p5fd$Ej;!nQCDxFU_1|2eq;B4D10lOM*3dNeaVv;|5 zNTx|M*2Xu2pobV6#3A!QWhW;Ze6`m=yAj7nfT@ly7uR$dAJyLjDV_9ssztAP=jS3!b7MhFsek9{{;|HO(9vMOs=KcGTFk4Duv}HWy2`- zR|U5;jNCj#^&ztKaV^zGQsb29{h+2zpKymEN)zg1yOn?-37$0Ia)p)Z4U-8_z9T1z z3JjoBK_dbRHF;pnG@&Dwrfh8t|{y3dH|%f)YhEp?dTi_TU8^uR#Wpw%yw&G84E<^jvZTqh6I)?H>&8C*)RH}5I1V$ zf%8+bJz+_40Pml=w``U90$V#=}*q*W4Myw);+Nw^~vyVB57$09<{ zc$SpJi7kujR9Mvl|CH2dA6l3&nxh2-vM8Hxc=x!NL;(7T9wN;0!96=# zv_-6)(ovKSym5qH>#6!u13*p+ri#}Rp#}v>BUr`(s@b6uClgG&TWCc4O&o}FnHXcL z=FzO|Q95iO$gK5?@4}T)daXT9RxH$ZIDuTMEk8vdMs;Xe89u-vT z^dNn(5LV7>@X8xl_?$}t%2*46Aae=A6%pbS)X6JcV17Y_o}^o0PMb@2Z-};IFG~Yd z;@Fbn3zJzf$`%1)l-VyGB`U8#rtS%pvxFNs!adN)VOr~!o#+~P60~>z7w~p9N*sD< zQ4(MZNEN^ivkas^Dom=P1CKKRH+S_xynp#qUH$-G)fA;6BRbBpO42M)R|FPJtSkR4 zvLh})Lh|%b?IzL2Bm8y2r8{gG#9TF89M^<`?;w%D>ZOV@v4zeU>LQ7$Nh^C$=ZO(E z5`MfPEh=4BGO62vT>1v8<=HAnEgN`%Hcxk2jod@CP+j#hYwM;78R855NP|Ahv_pBF zuViIA!LcfLz=~}zD4>XxDQ+~w-XEP7tyFa3ZB03g5J+~>y;rI01q4<9?X{R(}l2pAMb1qp^wT>Gta0zle+i2{CNqfR(x%Ip~Oa1!L5 zHiA1VPUhTLrzfQEhQmQ;A`=tn&w0ZbpYwGFoA=RiRO zk7@e)4Pur=#$GL~*8$)y2rOFWhOWFYs1J~y1$o`!WwH>xY@7s#d4v)4y2GC8DTM%6 z&?gs>{8w8bc~bYMMb>g=Wl10-xE39DrVcycmbcBHfosZ0a91!c0b}U|V3!b-Edj!;$Q-yBwA8Koih6BX5DKJ(u9pJP&dZU7l6%fT0YI^2 zM528H&Q$+QSYSQzRwoN+b$JbqwbP2$D4a>_5nHk$R#0J`t`QiCxRXs(1iXNOKH=0* zNMWVc8me2n7iBuUTqkc;ao+%}0em%)+I?>KSqDP41++co>$4s7(#*K< zN_&D+dSgY}2x>DB)gZbVP+fQ5fYMCvDz3s-2%FzFkUbFSjmV-;@a80<;A1)CR9e9t zM;MZD9F&)6+5Wb%MP~K2{LMV{(h%2(Yr!**oR4SnoLJOb!8-ly~btK7Ld}jNBT$IJa0nsBoNDv zfqBO>?f8h2%~1Qc4=@`jc@BYq1tGEqktJ5g5dv*=ER~3Z*4DRTXk9x>TI`F5g_SMV z`*dHRqv{4$J4k{gM!lqA4jIFa#GGUg1MLi@QFt)5d$i@k8WHVFBUy)HdwtR#{}C{A zB9Dg^@=$JXAGCdioCK(a|J5I(W;)(O!v(*gJAtVYT}AL352jHA^aTj@^+YKou@bQ% z%*Bn@tb`u)6g$?OvuXjx5uC_PcQ~-SWOXnq0Z}~jLsWT& zqWH+ipl@BFZX{K{%k#1foP{}3Gfh72+le9a+llx4k_@A=DKXF$sS&%B!?GQb3o}O9 zf1&_%$c6Mx7b{ks@&n2O2-v%w+5?H5acyG%rHM*%oF#k_^%fLGvJe*PS_hz{@;D=> z0n7taNguPa9AIv)kS&pIAXD7EI*Fu3VW|?aw5t>rg_1Sx*Lp^1^%sFpc!H#I6we4E z88*MKZwufcC}HmzqFkw@qOw&rA?I|CLFNHUCy;AHGAKHQ)x^%A%K)-QaAe6LR{>U6 z*>=rt6e&q&U`rrh`z@z)!|5rgRuoKh^HhcDH-S^iFkt})nk_B`i(rsaoHb|Je+#A; zN$RcFJkEKQB^?+q-DFh%lTEBhmuUV%^%g?Ao#0E})aDIu^-0X7Zjw2uNOwgBtUqVV zAXNa?nb;o4NOQrd+KO!x*VkxU{Khg+MsZw@$gn|Hm67!a;S6+;B|2-Cm_~Y;Tp%$q z)T}1jeO+-~r$zw~zU1GkxB}fB@B+4z?cDw0^-Wk5$)0T6HhUgCjL8Au=acO<&#khrOjYObgXGy+ZlJX*3mUHBw zxHt|`g$f?^h-6S_($Sp+Z4ZEi0oe!uyxLQ}+3|A_W(kM;a#2_~r)VFi_G)Jc9&A8a z`iD*sC3%>)E%#eL zMq%_T7F9M7n3i1I<2uT9EN}rUV2#$8wi7i-mjNbD9Fl8A%F?cGQJmtaA{yliNpgjD z^qR%XhUqe@w>3*$o0KJ0yxYG}EPoY$eKgLb0w}*I$dKM*^t6~#$DZfzPQE#qCld*a znr^zFYcp3X&$2b~(^Uwt>peE2?9xX=7x{eQuY65%moVaOO+~+~lio=c7Ga<8+fEm? zd4s^W#}EW`4^hxi8jQC>AKwA0Hwi^ME0R;Efpz=pu=4iGbFojpC^Yqd)-kcXv<`wo zYCtH2ftST5m)gRh*5l<{0-asLiZE57qf|t)gOlob+wzhLEI66R{h|;Y?AxpGga8fO zin~l>0vtnbDA%CFY%02#&h#pYOAe@mc0x_QIXxpWz@6NJ!<2;;!4k<@MF2)7z(Y+6 zHDxC9<{UT+=yN%o?jbNLeZ{xzAM zyKO)T5x&ehyK!Nxx<^}~byS2P4tv-NJ=!U-Qr}oh6MkI#5y0r`09(!ABoQcO!Q9Zh z1dr`fK|5$SwLx%W`#PVSh76Q1&Nv**t&0gxaEOT6k$pqkdEd4Ytd9H*-Qly7-HDZY zh9P8KJhiPF&kx6RL}}z*57?SBhn%uP0j70$hfHQBef(vsp3FT$v@3c$`)M*0p-fds zOniNR5kiRbCrSV*^EwHd66{B-Uf{F&iJk^(oMaUp(INrmR7n@A>{?zZgvJko#4{zg zQe@k(NkTmVZ~x_B%1eO=e+Y=^cb`-qff8m1Z!;7 zMK)wC;Qjd>z>wXsg=`tBdWo(ovr;gxW!-U)vdjC()7WnC*<~@3KKFrLqIueH_1#G& z%k4&#{mG7Vka!nX7W%5N=$WK3l2BiEs{$mLU`^vSm0>adY;V9E21r;YnXj4|dxa37 zgzoKZZR1#syr^d+JXZsP0T8ys0>WZQf`rXZzgy^iWP#OX{89L`h$vDa16v-%T-Li% zEGn*^OH+D%0bx`v6k7wL-UAQ7tQL3jzmd|7NL<_rZC^a0IQh0yx)@+kZ({^t=t}CY z1p(y5C%l(Acc=|$L?JS#aO;;VGcYRpqRc!oi^wsM8l;G?wNGKWG8sZgYw&fLSW`n< zLm@|BC-Z92B6|4-X%4M;TQjG_Aw7c(*I`z4!%PCkXe-4 zJ_}hDzy?2{nxLxU1_`jOZ~EK4vnqOpABJ<&3Q{&EVphW#(}s1(ARo@_6BH`W6zEW2 zMO!h!43N2f2u9D4_i(u{b)|(~WiFDd2aPiQ1gL6C$nT!qz#aNXKJ)_whjUb*1cC|b z`|C`zUI&p?>N7MBsd$#d;uzP9G=~`&QA*SXACcK;eRBGs#_-w%8mv15#$7(B5x}p} zz}g>`YsD2-pt48;bOt5nVNq&-pk*$j!E?L z+AHtmDwQF9HNm^3b_gr&>pvirC&D7K?a0PIa0NTT89Phvm=Zn&fZZ+0(~BuXN);W% zYQn2KQ>b5k4>A@oy( zgQhCp5F@VAhb3niP;FQ2>bgNqeC{4SG~%wGfagwC`ge}y!%Mf4LN*({r8dju08B5 zS}q%0Q7=Skip1-wplVxKN9g;ReR=_ywy}2ZoxVGV?Mm(bH^>|@SD$n*zHy-kC62R8 ziJ{MG2R#=UBKC$p{43bm2hhB7%#y=sC~g@m<8&>pu8gq%UaOMo48%rd@3I6C+M~$p z&%(=nopDw`2+b^S(cqXFSrttjhILU~VECu;_(HL3W3+I=6BCPQfhQwH|G(W1VS{CY z1>Bt;xlIjrB$Xzm_sXmsLBh&wSvrydUDfR1iPYJ0I6dRl8Ht}qPdb<#h>KqFS+OF< z;#}&00=NSWi>(5rWX)&$CL{+doyAP_R;U`F-b{Vj0E;*BgaGzto5_gb9fO8#0Zxce(g3z>3T7-V~crlrdtV+Is`JdV5Cv z1WIQ{)Tz>#iU0id538u*5)pQ?i^R5oDml62+L9Ie!M~bNmNc9eY%K$WY#g#znAf(t5>;x`dD|@bkgz%^e;6vuJ5z{wGfjLQ6;dJS~a-cKg zI&ueuF)ocJ*97eKjUW!qS#z6j24dB5b*(bkN*4>Rxzt`bzip)TJDI7@xx-%Aag}5Z zg4gR~JJCifx4W)>PvRz;}l+ z2DBw{DQb=erCUD)hh2keJqaIyFQ$sy{XsoKrYm5E^ z)mk@965YFG+?S*FPlp1~QKt0!DkZ4!7 z>bUP)4_4eT;#2$&3W|lgi1<(%ZjDu1_^4A84a7c@ma1yIBh|-6L8Stlyzk=19;snY zK=2xnj^?Zjz*zBSyR1eroq#08Gg9)8NaZ;Yii_$#WJKY}V;9ztJn2;}UnO~y#AM=;iWkyIe5(vo2*3e|$<0|b!i;#ffX@kGTHsbrJ&(o`95@FZZ=J%AMGg;rlPDB>a;-fI*1i;)4zpB4N(|n&Y4<3r)O~k1l-mp zim108%wid1NiVRMY6mZieTyu6jm_o)o!RP>mWl#rHG{;f1M08+xoyw^|*I<_1W-I`K6K7w_tXAAf zB^Suj{L>+w@)Vobd-M)}(Vx-1%3~!TSdbRb-FtV(y;8sO-W)8X6xe1&Pm~`O9VFH=` zk6`3Zij5<(Kz58n95&SEFo6%WFYtC%%VK!fqAIom_l`C^LLJ$6^1ty4vDV`R1DXfe z9;sHZ|0u?MB!2qCJQU9gYAT8vY$nSWZSl6~2!d)45=V@Lb9d+<_EEak7*Jg2AN))T z=_l%e9Z;wn8H4sJ69lXH$SIUnh}dErB!;tXYUbxt$u=McKqyVGr!Ino5NZ!qUBdEJlY(&_SM7hzgF;nk}p2 zIznTf{duLxDohJ-jJT~=Ci4szS8y`MVRk*yy6JfWU%(pI&B^^rPj+Zc7w!hA!%!cWlg8+hNP~JPZzfY

@>1%{F4K14K-wMhq~)V~cf*+>?6`muG%uF+n4qDw=X1|lLOTBWc6 zFtHX?9L^`FbTC9d5z!~r3o-!5n^t{h0lBXvgl6yd8ROMc#m;aHbSPTA0kAu;)bwZ| zvbwH14}zsbvS;X+CO9Hf1=P@MPPJ`vSzBgdbFMq6O>!fqf~H)J6@Adx)ws4TaNq@xvHn?jIp6=)IiFfA}(?Y@BLs-dtBHwS3+)5gLHRL%S=lJI9-)9*R+)>So&rO^p^jS~s+RHz3}x#950=%l(?>6! zE^B9ITcbu+^w9B4&tUbs4n74>ofM81TVrHnM0ENSEYU6j2H+wyiRwFmRahi40GNa8 ztX#0mjk*kdUE%)l68##-ybw!Q_}#4tQ02B&=)GUe<|(5o*Mo`Kx$kZS=ryW$!iv~x z0PE^Zg~z$ln?^eGl{Ft86ZU`BR-*dD_K#t(eF@Q zp$PZZU4$`PBfM(jbP9>HkJ3O*P*ae+6ZtimDrmYjKP_5Wl2tiLhowIlOWbj6+Em%H z-~hE%pahwn+`*`G0(4iK(z3^jCK8`PIZ?qMT|HrGU8pWW7cV?VkMx*`DdvT)Foljp z_id}Zkv#t20neFUx{VcgGh!iLXWhK~4u85CWvmKR&|W3Hq7)SHH6Zh;q~b|y!WF@F zZSG{8cp$bVPr=?{xZT!CfJM+iR!=n9M2%wLGlIp7Ov=vqi+iJKda--4W@~R3938RL z`NQzP^>zBwT)+W-?2KTT(=8{KW?IR7T;S=VTJ#6mv%Q(69kAyxe`Q$KnnGJ)Qg|p4 zf*PvT+Lz#xy{;%6Tb$dYQv*v_)7lN2LK9emrmXRWNEC(GYcwk zd9Q7Op-B>Wi1NfKUJNLNio1m=NP%tRp__z_mBl+axlkNIGSqUp)nb_7EkmV?ZS&H;x2i5q>3& z;6plrauAfv#G2sq-FvaojuaTeelC(!DQbHOr;<-$)$-*>o5dIP^g`yax++X?O}o^b zL}b(vPu&-zV7a&g4Yet@Ux{dhuzEFU3DWr)&yikgnzm9Ul5$}-(+?~SVjtD^lxNe| zPAYW7GE!NcN<$haC5ZdB#_~zg0@uoc#ei+WoJJRB6GiDr6z2yzqUu|NS1wpgSJmNI z)2)43g17>vTIeG#>f+IMW-nPO{ipP->{J2uP-1erax~=kl$u?< zOWUCI5h#RYs(Mtb%MI13gk=$x3tK+sq=n@HGml zk^Zs3bkfY97?x{FUW0Y$3?}fjdPF#rsz0x#%sUP)Byv)t^;81_f$B1#(`%MO@q-_g zfzOXcs9-rLo-F-NBH0hPOt4oJ_h$MXLDK>te!V>&iWch+gZQC#qqh?X4Y)U9=dmn+ zy9nDNaO?SgQWT#oOCh*-JOr9Zfi8Vv&&pSpR5Nme!#kl^ci7zGO!iGSP~(h( zXdTk1ForhvQ772$Lh~~nm_xx(6e=320(>czWb~hh2#?qd-BoZwk<1Hbj1k`K9;zi_ zr0~{#Ku`AzQ zl~l>CD?vbVRRgiIE=Cv)iUM`psAiy1RstQ=A`hoWeXT@+w7tqweH~~_kQR~QymVu1 zs*xEozliD^02CMZ+lQg+YgSgbfOXj@P7f6$(D*L3)v(tywlQOEYv}+hm#P5eau1u= zIFjmi{8E|%Pix?nZ~tW!k-ST1GGFKr8r&hOglwT!DL)3|d%#u8#1AC|((m_1w~Sel zdFcnJ*(GYRAZd(9&?$yH!1sHqUN*9F)?WaplK@qE6&>_Zm%v1*I;N5nbo!{H`7m#% z(pM{VHU+IJ3)Y)R>6hUC@_tE_CIu^gp47X-KoFR&3YT)j0B-50D!p!!0 zU-nN?lqZ<1I|8=9%mWXTUV;m7G!jOvW!LOGC$^PD87$YFtuor?>Z$EQ94BI(imogq zOxTec_7v`@-RmDE$vXt^Os8W7-PkRPF@sgfEe1MH%xfeHHQw37Zl^K~i%G5WOkCMp zQ%Is9mDd-=3`b4Wrwf*Ph_S(c2SU|3jqLF?7rFcMh2AbXFn>p3i313ZgTnmO(DgBD zhwF&Q1x}yt6Z2G&@Dn}UH^h=e=7zsj!aEydFchrX_Wm+WA>ZYS9wl`s+A6TZt>h@f51WJUk^r(qh=7(;4Ec!c} zUWiJQ;VTiB&RNhTf;$BE=AKDvAS0y9L^)9%5ZiH>itgQZX#Ek0uoXR-qbfVgcLd@i zpXeY+CrK>%q8{QsZc9iKg|i_=69+SaR*#tQR_Q?>bY`RZvF%fD%-3z>S_M}x){G(o zu^=1YP9!=;%@_P{Hj*C&*AKFUhOTatEcleX<_(qw6kJBefm-u+G4I zWFe1d@$@mDD0kpO%d+{_gUS>neZs6(SRLjWRb2o;Bq2@Vrg_yPoeZws%{FQ?;Rj9S zHT?GCj9YKlW{II>#6IdCP@0CZMCRa5s%QG7vd6Yz_UTwlcP`BpUt%*%U7XT)L2dDi zGOJ-VUD|6WSSSO4kHh<@5FxI_7yAXSg1duswyl+Sa0}vrQw>|DbAjr|zl5Q{SH#k@ zuVfcn^46M|UAK+_pqf#r2ER|d#I!LL)aLWLsG)|gh$UE&i0Lh0B|vKL43t}>q)OvR z07lrgD*0?l$~x^sS=B&5PlZ*3l?j$y^{K+2r1aP@NnAk_-b(wq8kyr2DADP2lL<26 z1w}d?dKGM4nv_WomEN-wM(&uk=n6{2X(RCxpqTU#3fd_()J5raEo(&jz~~)|)N8IO zsTlJ&kSj{#zdDjOS1Ui0@Og)JQVY8G6#CrLGxE8)SMN9 z(VCuv@(XOJ^k2ClU+LOdwnUjM{HcO5L)1^8Jmv$SwpMLyFRhxHt+F-?H0ZRISLK+6b5Xsh9;y{S;EifuR6vaBvN-&j03jCD=0GAjOKUfgeMC9U?+C&u%^njoEliBnc1HeX%_l# z*s%V0+$)*@AGow~Fdjq$v4-jrF8WR~)}!!@Nd%UvsLq06!bZTvO%#;}`y_1V{QcvK zLPoZ8Jq)Wi2Ll8s_?(Zx(|td#%v(Dy-EoE_-Pb?>B12sn)PVzHhdlXFG}k;ppj`-D zQrokwa=0+6P;MKblE33OTl^TwR-}+s1#=!^M&_mK5`P0vF;`wE5~x1$=ukq6ISRpS zXphO@pWsyBRnPZ`$h5?ob4Wj`q;nCuak)Eqw|DeUERZnvaz?Dv%^zyQI&W-9X{Cv) z7U~Rv@&HI^sJJMJE``H=okBVlZ?0(UUFrubnsW^m@r|M=0uof5HF<5Fniav3eo~;5 z1g={Ic~s%e&X+NHt!^OJYl*i&4JQ+4Gb%7AIO?P`?8YwUJug0G?%Z6dE5!gWWW6t5 zWUZZOo%f*v=|KiYyLU&t#<1x1yYjn5qB}q>R~FpHVF`{eo~4zZ z0V~2Kly#XnDCp%5xLMPx0}w2es;T?^(9CZ9lB+3S}h1=u~N|T(|oOWVXW}%4^ zW);<+2T=V;JNm=F)* zuN!FrG)qt2bSP#&SU)wHZ?P!M5OEqJant1*wCysUVA{qc>z2%bs{WCawE$uo3l;2m zj9K*N=+TUEF`|`P|4f~zq7i?Y1CkQ$)#rDE1Hc4f)lJWd)RNyqcbRk-`{Z=M%=H{4 zA~QYP;53hLc81pBuSO6tVU&$=lzzhK%!+EvCfBfXM={c}OZ$LcMhho2HeFd+MWO|? zIslnRKqZDOCY~4&f@L5b;M%Ka!fUZCT&fqQS^!QYrpwSyS`FV=E8MBl?HSqCNxUcv z(Ov>|ld9fxy{~N|p6)3zcg+FeW_j)uBtWndzMnKL*E={{a!Ob<&>=*hti`D&ki}{- z3a0K9KSL(rBl}2JfW1_-?^Oqiq+PZ-1k28 z8+Xye>#}BPUdMne5m^M6BSuk;7@VkZtaF!aLJQT>@taO@3H3&=iBs*&=y=%5`(s_w zO0**;yDpYp^)&@a9{Uvf;k%J&C+!qtqZsg!Y&ZOj3#7zKf#&Ts7DS?*fmCfaP}1!D zC4JBbywu$^awwrOM_`oLiwG1Brf4D--Rtn#hDDzECeW(rHu@V7?3xXr#ZxOQ4y-(V({*xT?4Aqr$(%WCa>x-DNwlj zPKt$WU4Go(ZIBCX-39xXHkz8Jig_61(D6zOYNWjq-$oYw%=Va1y<`UAEnm9`eua2nwt6PKBrE+i8oD66DKpD_%i!xYj71ZPWL1pk5Z-|-0VqnEb zoyo$igi!frA}(Zp+uIqW`klf6Kd>uV*yRI0>#l_c(7N7HQWxO8p{o(_TOk02=KAL$ zi&$$59RLdffo&i$oKoqyL>>?5#8F+eFk92cGo54?*irp!>#0^WE2S*tL}`H^Q^fTA zA#r zb{j@huC2w^)UDM31#y+-!|R@*{}35-ms_e0`m%c!3{e9G!41(Z#h@txs=&p?PD158 zN84A6A%-bzXEvSL7o1pDBEVfLr~f`j8o!o}zscxEW$g?XZ6SHDa2?vV68~N$v`{yb zEsE?FaG)k$6|uENmvdx|8pYTE6s{RMw$ep_B;Bu_i<40WRF_{U$yqedAc`(o9S?A> zXhAyKPNFUI5YeTgPXOpnHgv6OXXrp-C_Kcd=|2O@vhEYHX+1gUCm6cO+h(P^!=Vgl zT}f0QScq$W_@sBzSiQy<0A-ivl{P@4adbBT&qYQ%BFE}Ct|=0X7J1g;EESC0spc30iO3 zYn`FMA-E-C;U<53oos+nJFe?g1$n5YBymAmXz8qXnotR8xeFw0P(>kY2^K!8<%abL zM)g25v6`Klj#|I&wHY9TN{uH~u{|V$Ngen`*oD7hmcrww@bqxW+SZ@4z_7l_H4Ttx zU@WcAvaD>=3{Gc42zezPhVvE}L?bN8zM{GELTD+s!qI!3*+z-ob=^TBy0 zu%MliWC$Uru~QP83$kJAs%jCt#Hca~O?blc7toAu)%GUNOpSc$4RgI-Z#-PJ^w6S?0x|piG!%ZCfe6qyAcMe{0U549@z0ozOga0m;It4 zoz)_JAl5ru;sChhP$%|oS3J!ZelEJ7t}Cq8`5_wEiSpg`cu$}sy1=lOGZz$8iOxoC zFNV=9bZ=D#_Qt$NGhr2Ai?B+mW1hAL#Up-Q&47uFRY=ygCH${~MT2Xn>*Ls=jI3G- zQWR`VAstebiaIr<0|e89S-1n&^b`Ys^rLPb8p)L{y6(RFRycA#7w$qFeyE7m9I?%M zq_+W5!Ia4}7T8OMt*2U8$UAGn13O}?KuN6fIIhx(Knn^y*~HJ~z+Ur5kq?!WDVHuT zE@C5k59rY;Lz_kV1OhhfoWVnI1foL~P%6P@*$4t!2}WSzL7Qrpn#4X6%dJU~RYpJ5qE!sFHFQ=y zm1d0K6M6;Yb-p5q{L`XC8E&CLmdNd+1Q3D*GOawkuxcYhm@pKdwn_k|nZ>YVG5yDD zU6Bwm>20#ocO=NjPzLAZdf;zHPEUf4YUbc zaI}buxohiy1|k7ut`eBIh*#VJJ?OQ-I1BH9o1N~k1%pGEm0hmA1>(X8M$CC+GLuCU zM4K$9q#eYS@*N(fkQG->MB;Ygu^jb*;S3<=7hhRS@kq(gvsgD7=MVm!U_d!3Ap&eT zVJ6K(b!_h9rBoFT^rJMK3bP3FhL|zHDxoaYV#K2t**)cvg1ROHGVetTvS4*fz=*o? zS86C&L8uH~S^>6*)78skCSt!1!BQ=zV@f9J`!Ze65`7teFvqK+%^y>R=WL_EJdQ&? z?m%8<*l(yKEVg!(D28tWb*iQVU|O>{Y7wfg>ChCjS)?+M@?2TZY|%iBy+=AujP#>Q z>hrc@$&xl2QCqTzlr8d+qJl#B*SA01!WLc;;V{ZTNyVZ<#bKtEAtz+2tzC$L`xcF* zR5~gbaO}Xkb6hQI`qHyx=luRmMo`3}Ii~9FUmAb~Wg+wc#SAcwy>lq|!O+P?CXmX4EBQUc7?Ko=>WR*VR|C`aIoe#PUOF7O5ZW2B`#owCU}l5)r^>Il8^d%} zP^l1Q$^f+BpapxlCGZp2u>!-e3l~a9k%7==F=-x9>_7`^@{p{nmV3yilj(5VQN9~kE1ed*?cLM7oYE68c z5iPZ}C~s_bAq18v<071Bo_*?jlBop^eD;ZLhFt6|4XJ!lhlb!VqeWwkTv{f{C{vZd zcCKnsp%f*|pkV@%gvm}3rpc)MwI@o2zI~mAloTH*2+E|`v_dkfR+iJC-aUi^A#sQW zIR45E`L*ADSUX6(>^r!D6f(JA5ayp{DC}ax$g>a>;Ks}x;gLmDR|`amkR4h`A!?77 zUE~NqaFhT7B*M_>k)(zP;{WX_b|L*h&LcHS7cv92yT3FI2|U8(%z{|lH77M!MzV6P z#I?L23JXBUI=&fuC)-k@U~V5 zu<*u`Bu!ItS{%+-bX)3xuCyQx&wvjtShC$(X$ zY@2>?!~p)tGDG1tiBb53KE%Hxv|f9s5VkJLj{@P4;SH6eIF zk&+6=q~eyLhEG;~t*Sgn*Q`Wj9A)WfW_^qmRbH&Cl;A(kKPeSCQN_&7IqswRosTdA zhG4!3@bEye`)MMX^zU*H98}ff@H_)LiUXEY4w#f@-l1|Op>qRxR2MLY6v4OgP~I|o zQOgUiqWj9^?UuvDE>ae3-JKa55~gWfqH* z&s{*r&Y=yF!s3kQvxMdAFS}?DyCGN^nXTASF#>9K#tMD2)v7U=8YG>OXV?T0s>G|s z=VYAxH;#k~QEw z9;&CLR$wZf-|iRVcYdpGvY4D$NaEFu9Cfp%`>62X8V2qpZfhop*Rs^6Gr)ER3h=8a zPPgyIoRbfPGGKnYmpATbP4Q+2hGsMt#Y8dku4ycFk+jJ7WRp}2+ry@pmnPnEY>)zpDDQ@H4V$fo;eN29GAD@=)~m*K-Yq>-K*X8)>iWG^>yFk- zt1c}_DIs7(O?hz<>?Jk@9;x-2qwZEov<0TzR@=HNo-qqq&i3Q(1FA(yki&2utxf2Z zv#M+=j7$p`d;9B*&_@5;SCMBQK;c}qyA_!G{sIaXPqtV8I|htLD;~fWZm`+e3&#e4 zF(BE0?hzLj6Dd%RGpYoD{(i1}DTBuir6!kA#x|qTi_BCP@dr)@w}8bc(p>8}6qBok zN1WP}Lo7=yWwmHc9s*6YXp%D8x=pu4(}z`)SvK*PmEa(00D<4clH;` z+AB_kJlLs+*iW4Va{P8%+&8s@KAabnSz6qP{#EU0CA~;KTy6DKDi=pQvw7T zP!<~6|1=Cs}3Hx*oGs@UkTe{Mt9(Aaizwm&xZmqE`Fi5N+b(({mrz|f4 zB#zWwB^7Em>R?h*Fn((lZ~a~$fec}&vF_yI0A3TNvJqa*kDDQ=Qqvw)@V^1v^{;Zpza;Dk3_u5s6)uHy zdrNAm0mONbsGAP)8JZ>WoOY`MsV|<8>*B>irL`b;q5&=R#G^hzXSYBkpz!Fg*A}v1 z#=xCKhZa=1#PO`pkm9j(he|V;XH8}kG?fl2LmaBN(kZHD#U2?k=gS{}67bac`=Em- zVAc;1sorYRa)+4IYKn9`JRMUyYnZ$xb(Cmf#gJv9w{Q|+Rlh0;9{qOoNN*ZA>sni) zTmsRYoBHxL1~zc*@*MB5F(DQ(pi|vc5}i7T1SJ`MiYIuewKYyhtz#L;7Mt6FLU0R) ze)+~n*+vs7N`ZRP@A@P~NJ920p3#Y{Fm~Eg%hl|~MF7dV5{z-I48HS-&WnUwA)>^>DUm;uHsE34_IB^SDdq#R9pd6|i zbgh7Y;RCm-tdocQNm)ByHZse$30lXhrv=%& zMM+|(R0xT{$>mi{HPql0IA#sLg|iq77%WQXo`!L;dL&nLGO;?b_oxVbW&;e)OZJE5 zAjjhZJX;p9o7&pR-W67)UzjC4fgS~sElaR?Q8P|F5sn7Y!L-*^Lt2n&(R?m4y0?K$zU5tUsLl02Uy7`T~zD=g-bLJq=AdDl*=TO8YajUFC`wif!DJ7NVr4jqzFys z9a08bDlsS$hD4MYOu-PPfI6jWrvhvtSz7)qD@)2zBk8yO4FzT+uyp)c)L_wGgWJ># zXyS0B%T(pVjxlld1e>8!yb*GFQ-gKF5aP*H+2fI&76y@gP{vQC3%9ax#24LwbmF^LLA06U7+aEK zHrRsdiX(U`IlC^-5x^p$qkyOLm|4>V`FZ7TZ`QWb|Mdx)pgR_`91%s*8RKYYh;l6v zqe&S#ZDW>_h@#&Tk~xw3E-=%I!#}YFWiQd8y6LCvpFncZt74c6%McH;XeKa@fz0N~ zN!CIxslbZZ+;nmnG=#Mv;J*WUTN~fhVODRIT22hdbS(ng_LU5I+yRAfp0(2|0ivF_ zbn5t|3r}JhR^X#sw1YKuC+xkAS&C(^@CdeU9P7o>NbR(nku#7%!2(z-lbZ?&==dPi zM;ZpQ_2&~bgU#7q1lI+H>e95=G)+Ly6@o~^E_k6ZclyP-;kQ5+v5F;%0_uCodZAqh zJ{>FE-bKFHftSkMDJOC#O%9>HJ7+6raN2f-Xdx8kNpj?wYDPoL7!^L~#QN?%2N#es z)~!ISfQLWw1&`;0Rr$C@2j;**oG~-!b|kcpWxY!*7zc(8JX&8O)O0sIZ{$0RtYE?x zc>v=8zTf861+XK_R0+|O|LnNsfeUoDOAvLUdIPt5j?RMx@iP^j%MK~|rY^hN5jNXS z{Zo6lOl9Y!b^8)@tSlQ}2@=04OIWa~(`!~1CI;|UlochfAc*8x)v0g%3=`Nwzr=aH zw-Xk<0zb0B{E9!)yP^T|ZkrQswj%AI$}G)3E}5cBut^7NyE&)}g$l3Cn#+V88kQ7C zpej6*kCUpPvdAjORYI@>aB4KJd5gNH*Qa}ln??eo=$;OW4YUxyg+Acu$3+@+DrTzE zU0cGcYv;UHe$}#9UOUY4k&3MY^k1QkLwGMx>~IBO+EOT^ym#89sgsen6<`+kjFQ%@ zdkB$?xcEpB=Y$Qe5;7rn$i{aBZ!1Co5{nL7WvBRvK5%{C&TT^LG(hxJMhvg)v5rSn z_`z%|uo*gVl;`THh{Pw+IAMEpORtKPE>9~I4k9VSMuFuISiP#(`uL(VL5+S?UwbaF z74XB@hNk!I@>Cj?apW{sJe`pJeZ!E20DkF=hIF-IXhk)_X7g+&s|vz91hJs);?nF2 z;n0vet#uKyPAuYkwOGTZfI+|p#F939*|LzaFX(k{?FuF7Pc1!e+W{jw-~E@kr^t@lBB=g z7Rv!V{#UR2kN}mP#$QdwkIf}<6qTAwz%|1wAm}ib51RmNU-*d|B_XQ}%atyiavp>t z;#foP1?7%|I%>xCrcjgRgkWbd67pIkX=uL*>``(hAK}<|VHJW`zuE zNUPQ)@QU>%4D4be1024fd-ByA!=08xxJrpg?v9{*``;%P#eallEKMrUJ}hAqJYZ>h zuf>8qEyZv&9LQ{#5&le_>RfsCWg@z!g1T^7SsNmFqZ{GCvL~40Syd}mVXLaYK1Ha- z{R&?RB@&a7*#3(!E24@k;?v0kkL5)nht`UHDTEi^@G_?W-bs3&h${##?X2aB4x|@`$%shfskNaA*^oj2r{Iphrhn6-mO(eo72~^J)y^9p@`JY-<*#| zizh+4R0lWlyvmFj?~;IoLg# z!J%s4At2h`*sC5o`4LQQ1!aF-4n_x&7ETd2{g~KPFej0gzOtyv@Qv-?LWW!dQ*Wfv zWemw>EKl1>U3z64P^)DI+)PAHIOP(QqNQVpdBoSJHby6+2Y zj4oI13ZH18d8Pk$KDrLwf-$B-aRDH(8Jjt@`nMv8-Qqez)p#_w=2SAH(w>_DmyKX5 zrbjLhBstPT;CJR1VeL#bS44D0k_B6lBw|yG4cbd3I2ySXe8QvfF4puItN{A$X}y;Q zm)BPKLg%h<`7tlZmc^KmF7m7ed)vHV#{-BZGWSnpM;5UgU%{lMhIEVKN}z6OP2lEh z!OY6B*I`H%66jIXm|=yAo0j!>OLDSW(KS0RM)m5rEf21*fY8`p3oc_j@jMbo1`r$&h$ z5O9~@6ag*(8Byjc?0Nnrw;q)_?NRe75{EVMeRR6$7RwvRICSAIjCjB3uJmb})TxJS zsAla)(n=Cddl!)Y&8boEL53vaRQwsblr$p_x?uGJboTe#iW@l|?hBc{gI@BEm{e(n z@#a>GM55GGaT|vFo0VPJdn<+tiW4_`Vv?sN8=5_-9Po1CV!L2X9qGIPG+FYNFNO;7 zAt)gAbiE4OT>uqMNM}Wco-$@3T4ffG;V_4w%BP6$W`WJj8$lDq#m?cxnYBZNluHH> z#^%Q{BB^S=;pd*vF4k!k>Wh;wX^7qV05t~xYbH}g{Yh{P$~~iH)M-T`3{_24HMqTs zmYWJ`$cEtW;d3~#tPO>>^- za%D2waMF-`Pb{G3VH+Vwt)b+Obn|1&$p_hwQy{IqgAR}2GL(r<;7smeW=>P+z%Pg| zGtD7^!YHA=$E3Qnjd{zNGf{063I(l1=L-@!9-%0tErr#9qR?`Ks^hvbkrJA@gIyVH znF%jyg@^_r_TQ;VXe#ui9NR^5lK*#k-?rXKkk zmyc?Q2`gZc*dP4T=4pOLeluzPuQtZk>#Q4w^=wkS+MfQ|Ljt`J^{6o3y&smedgv!m zY#bS>msK9HCBDB8+LY7I(Dz>5as~r0=Md2oD5Sq6uA1MU zf@Y-JkB)*#6J|_>s7xvHqQo*KcKEt0sHQGs@+-!WRneF%_J0A?jeNAcMa zj+TXTtQD39!6@WlN8?RCC_nH7%tz7K$mY?dA(gt0-;|tGn%Ez5peEh-6J+~NqSX?d zzk!*R{pWyd zO%chAGzfug5=#^kae&B?AI=@9mEOdPV~(d7la{)(vSS#LvW;M=HE2n8$E7_J6lp)< z(*g}i?Vt<)9voy5-615G!I<*zYHY&Z$Y2{LGHLznV$scZ5=$)o^ju)-sy0|e{2{m+}#YiN{ zg(IcHa6tqNQ!dLR(U!8LUpli*Nf7n1<|acA(w^Lb zkzoTHVa;x3jpDcaz;V9XH!R5v<&tX3%Q|E;2^aV8rJpp3_KJZyHa2fa#7#9Gh+{9& zQ8=2SXPDGGCW#Ivs$?KOOg+a?ID7ZzYqcTW0)l^VrNazvO0d)3~7J*}{?=Y># zO=yV2G6XmfVeEJ*=FB2-u4PKJky;cIoLAz5$eG{I2su&qn4*woZK)J55(|pSDME@Z zaE9dScWaD+=x+Q;d@U4VDA?N_!7D|OK>}2CVscw`#lmhoA7iNfO*D2cOcF<2Wih=H zLNW^|QUF(+x~ZUqQ8_@=&@5EL!lGf@nC_P$Ix8hwPJLQmog0Dtk>fm!@JTmbiC=`) znGA+ow^;Luu3C^wR=z%gAUIFYTw^%>CKGm$9Go3ZsZ)aheHSDK!W+VwtxzXG1asOJ z?a4YMo2WJ1tE=XhlYswO@QqpM&ngl@=3(u{N)Yo=7CLbZTw z7A|o=kI6H|;5v8v?%aQh2ztHWlZHt_FK7q+_a0-ELmj<<%Hw4=$7wYwIt%cC;&VU4 z+Vc^4RED0^v9#f?;{_%9IJsYrmvhaEnkBRMzP)|A2bt+L~ra-xegI|G%~ z;Mbo-l)&|tl&kj&O=X1LBQl&L+bg_QlQ^cQ&p8=j%`+_RzEH))Ld)I?j}Q@#TSoz=LLBM@8F1 zxVMbgg0VZwRQsc?R!LZg0`hc!RaVI<&!N%c0oMwv1+{mF1>HH7Kl#LCJ;Y&R#!Az` zma}Yxx>+XSMk|!3^#oEu5j3MBzxS+7)nP~Zg>||a3z^t4Ueb91%XWa|ik?+qUVV~W zq5>sWg4dFkI_=J!x)ProI45cVK23JL(#j{y@DEl5^}AziK`}{yV(s`u!WRE%hImc7 ztu~^R-Y@$wk{9{54ILsXLae|-_FJSv7%@5EhshL*_*_B-bm$oYYRTqnb~a~gWymo8 z;~BYx=?OD^{P-Y^IA(7n`qDF)9iSIVvkW-_9H)Sd(jd5giLW^lnDrz=qoL81UNuJ4`0gMJFi+s#h49?CzU2QMA=` zF9~ks8L$XD^Np2ANV{g;{RNgHs9sf6>u{PaeC=)@82N$}1yOc(xg%L_b`$ly7S79~ z9To|Z=&D?nm9ca%Q#q0T0CDGM03uzWhFRA!c=l3ci+gJ*7eKW{bql0vxj|dcIYEi_wiwjf?d{5G#Y=w;_Mq(qjU5Mc>!$fb;par%9 zr}oipl_bX&ExkoRl6o1s6Qpo4!rtgSD07^8kaXTQayM6J~SsI)GbQtwctV%@`w}rD@v!|OB zs2$Ta3h|-V0rH5T%x?Wrmgqxk8bx|#t&(t3w1jRV+a0)l*Iwe;M zle-qr4c5#FOo9Ux4=4diYPIdaR5PZL^`QW?ot7NMVfuq?Y z8HO*kU!cD=`XO4GY$sEoq-Tme^dy}{R+<_Mt+c7MpxZ>olt)sB46`<*#wPxt{IG6o zfi%K^0p#<};RLY6a;DHhkFZ#f6CzBlMghnUDgg;pOx^2DBGdcG&k!F~6xhD+PbWK1 zkgGrNluj8U)J}JmZ@Q-Bqk~`wqT?$wHBWMo5qVBAu}nm<_DXGs%M86VLyJR97Dx2j zN)5DpQch}&b8KC4_ZG-d<}E^!EmKz#nAxohJA8*k@Pr;k){7bZC53>BW2xbQg#<{k z^FV$_;_9_2OJYq)vuPAM!Rt#0C+|sE)fxbHz(mBK;gYSCzs^r$0F@1!!r@?d8(uny zXo=&avc~+nN%@ihgeUTe{d1bKz?d-Q9Xp`>VF7|KzBta3BIdaykz^NY)N#0(2E(1B zXnm~?J?Z;=LnkQ%ZMYtumwYB;9&hV2xAWEOOh#2>Z%rMJ}02pJ25NgTMH7$lKVQox=K zgg;0&F%peJy&Sw^VkukTNAI(!5?=u(`mDK_>p@c%fCsaJUX%fyE3Fz45S%X+E^>ZZ9M=G<1RxiiIIqJpK3F zrYWjFgsTO|JQK~Y=(tv%{xbcrAG+zzhY+04DVa{P( z0Vj>~K$lWHcD1iASVilKGQcY%K$@jnXp7jd<^|0l3MmpPgBqDq{}d+k-li8GX%i{9 ziPRP?h6zYEgNo=wn!aD;AxdDoCx;?k%H%fG1Q+p4g$^`uUsR}7H4?QG1Bn1v?Y9vr z4l|IP)SwEB{ZJPD0UGv_$h01jUm2O2SI?3mGVydD3~LR$sLdt;kh~EpRq=GS{U&Stj(4T1 ze;t_cY9}X(ji~EjOA14JDAOTyd7EpZeHe+DC?}BhpgobCkr&IERnt-ElsCqKA6dKe zonewjXMHjYsTfKRzSJRm{WV~?WLI&xw${IMqrrOF%1J?#kZ>02h zgX;ri37`WWgk^@-Qz+LWpG81_J~S`82Uph`#&Wx1A~IR>JVsN*Nl=djpV1EWn#ntf z(&T_X9_xUEx6nLRI*Fz8B2W&_lD};|eXh=IEeR9S_*og<3+jnH>P zmj^rB1O5nU>W0a=pZnS<^cyfKtROiG1#a)aMcYW|3)*D*-3v*Gw#M%3E4$mRLeden zDDKih46CXj!bP1T*)#4=WM$P|TKQ${es!RrELGrz9}O+L*JZB>q+-9<>Z&v|BG$@x zc9TFkZim)!Ne>}yiGxk<)D1ZB3ToiVI?$yz`%4YclqNP3j!-^3N0IabT+_w z@T-^L!Sp{>%)PrlN!O_(O9ZN!AVBT(3i5~U$yK(9JtnZ@_t(G3IFMkC8WVBdMiC>#V|XH8njUPZOb}Sv z0KVq0d#MYH>j(q46!@c zz{Y*4nY@!U)I3i;dZzu8&tttiAO~` zD`Lo>8%$Qo*K>Q1qv;*cAat5e|$YcboM$ab- zDUS&{oUEF`BuvP&YP5`9glKOSkdP=C-u}guIzt^$6N*pJfhEM4gcm-ryi^5v5+qmY zvp-7#Kit84BDYmDMh%79fh4&Q{-MXBh*z|`!!uM8sf?JY!-`X1I$AfGR1=UJhx584 zHD#c$c=2rMUQdBIKBXs#d=xGQIP+sRsiJXlvA>IwO~kT8YQt19qZcERmcu@XDQm^) z6tZU8O7lHAVZ#bRdEwt4gtb+KLfl~&2iXl#Iq)*B|>!8s6 zwjeveuaR}hX0ZcPqJ2y0-67&^ap@Rc8hDVBoUFYb6n(v#f9|37_QF|!n=z6VKBEt<*6!-6rp=5*5 z9r8%Gi(es7ezB2Y?|R4}7bbSZXF_4(qiPs7EW}c2N(C?$(4q?dp;98;Y)W~Agck}9 zrYo$7N@aXB2#|BK!Srn$+gE^;qc{z-Y!t~C*7_P`2@DU1`3p|a~b@0dPBq$_Zm zRaA}blIPW>X+K+EWY`Zai16c++WVR}9*PsJWWsDqvkOtTAY*n`?CapkKTEpEphgsA zvdE-kXM5Hcy%Be3>Ou!}2vzY>a0sTVtcbx0kMY(4IsuavKEasV>~s!>4}v@9;xxht z10@i@LIP3aKypRrb}|=6RqLleoC3{Os)U`O!kuw!v)WJrq%f#KGYFYFVpmC2Z2O(a zjEozJzbZ5r<|!k_*E%Vw)D@VrXEkqS%{hPqBAg{F#BHyN5m;)XsQiGTBS(lTtrUr+ zPxz)7bX$PBAQQwTIMT@=)31zla3yMBvzBy!-4}Q=5;Q?0_Ll_n6d0FPHXN2{90i$T z1j^1|9OcKHrmF%N%N7|ccR(ek{tgC##?f>h$0en+Rw zuhtkcja4Wj@;0p39HjbqTQsOY0=p;^1(sj`(ZzgU|4~kr$G)4<+?U|B3I(QA>|SYI z5ii*X@>K@5igH(%CGh8o4%(bORaV~K#0vyM^%9^gyOb0}&GQU2gwlXY zKA;p;+!=bebkqi0#(9o-vp~!@kxDf&lQ4!enib{n-LVBxmMgX6?^|G15VVrVY8KZU zcvviao!*FI-;wA2P>=LqNkXS<4s zTanm76_c|1#aM;D}9^)wnOtEz(L8&nQxot-~=MI>u(pVM8p0!+NGRMCEF> zCa)6cB*X#s&{M^zaGxB|@zOgvRg!BUWU+27tt>K8!9~GJL;EVYYoFK0GUP->)_@R& zDMZ%7z+!Ll-Wrk9lT~AhZGnCwYh?t4HH`$TL>*$XakUEeS2IMs?vx>Paf+2*v+^M( zgb&_yPzXf;w3qx_y*f0OjU}Wa!*+MG2UidI6EKGrHTm{MwqzdjBv~8{$7Re<&iK?5vB;0XIZt&=LFUT)xV!eL0t*6GTwbF7l zznvpn>VqY9oBGsjazp7BPU&Y>Fr<5mQ`Zhr%hmiD!-|4(Mk*U({B|MQO9HDR+ld8? z4SA9gY$#P~7%)7vZv`ZQz@jTq=BU7u)NJVI4&-DL=TFw2A+jKea|GI+2qvvr#^~Tb&*5 zPPYUscr`A=9#>T2Vc`kJ+@5wxw& z8hsYkY`T&L#KN(Vu4P)Y1xk3)UQ_2Gt4vU!q$AVNk6&;{^+t;tiwqDnZMs?cS(KYa z4HO)wMRt2(vq?<87ZwsbEubYSAPyI69NxhU6ofo1>fGR?OUV$^ay#$l(sIBc<$B^R zAI4x<7RZVkW&Bbp@pQ^mV42mS1-Eik2Eo~5Ywp@u!Z)u!zerIaqt4!r=_x-IIV?n3d%Ty3l7rC2A zRXNWmJOmkh*a259X3@My06W~^qcZp|N_L8`#~~c_)_Ehg>f9w{HmJ$iyMXH~zv~e} zhbOwFW<+^kIvZ2{f^4ih2(s<)h}a~n?<^YHkQp788jqslEoN5|F#wwZAK3$#=}RG1 z{fCN~eP>}eHf^q;o=FanNly_to;|qH3uXDv6_n1V*D+D`6b%SNSjavouq?1KnET%2 zb1e%!KGSVMFx3!NkTSG=)D(cgf}F>IRF$E#2TSNBH!`dh8Peg>JsSl#!sO90Wu=&6 zb^#;`WjJ=#-!Rs-Rt~7xcIBUm;YC8V>v*d0)*=S9W!&YzmzAp1vXD+w<7QWrBw>r> zP|o{ADgl6`1Xy}Z5GK{++83bpQS~7;Ca25s6HhG_#{f|kgTb*xfmyO0xTkIe(9#;K z=4Os;k)vqIOnr}Uii7G%=TXwznhdcwf(Mh=Ffe=-6b<(u&448d`XW5l(S9-La32^$GI%N+FjTd7-`Zx=xilQ z`?4`5Kv;lIuj!Y;v79S5c8t+?n(aKK!t6#MO^*f4N@8Sq1LinZgjntI9%k3@s>D!B zv(nC35y=bOap9Jorfz5vO%8r?w}i4r){v<0Fo^wFOI|=1G|RG8o_N3i-)2#n$(voR zOnl>>)H!R88`g?@r@dPBZcL0}a7x;C^c-a!j*4HQth@Bt+>Cy(sZ151Ky{0@2~aLG zna#%9$Ar}CohZ`H1pksaHI zUL+F$%B%sIIhJfb7a|C2zI4nWNBto)iM?>>nEFH^dt}+|HDb#ibrlUc# z>RtQKxZM;k5rl*?1LLr83p*C{MV{qVaAUDh}BQXi;^?pUt;7=$pBuvjmupkEAXjq4oc zlN0B$S5-7=926A*9X&(>*;|xu`(RP(R+fS9E5VYFaV?&#bzi>FTS-feVwWwV7J1I@ zGi`k++qD(lo~9a*A&BLXDaD^*(Lg6NY`XVAe-7Q1kS(H_0kN=L17PXtlGfbSwy2cZ zOiIVWt+-iKc1mYwu!sHC1@HL(XnO@pD0WjJHXAb-m{@aMW=990A|-a=uI8n^00e-t za&BcdqIHUzXjDy3Gm?Ga(SG(CEALF9n-b!#kp!QZ67IEq_a(NDth}OVpf@9Po|dO+ zX-eYEVKN5NI}4I`nuUGv7%E~b^M92u1W!cJZ#0r_q2naRVC@T%E^fqJ6(zvt8KEfb zc}YcneGr`}T}>>3lG}+$w>*nxz%f~ktS+r$rWH6YC->{7Y8+Z;P< zL^-Qke|9I9b;z3BYe%Ou$@Tj3G)YCL*xr%GWEXor2?A{d5lP+hD1IqBq%}WdlUA)h z5loVz*u&QiJdvtUl3o->952GJJB`M5D!r{hzSL(0NOxzR1(P+vbotyvMV2#94bO^GBO%T} z#SU@WxBmTPhf_aeoBJ#%26rXxB(jKvN*qJ?0ew>>5I zl>*~M^sW@~iMoN_PK~*UO0XcZD9zR0WjUZoTa1U)0Ton&)q4=#60(+9u6HZ>eZHBN zbd#uFhIgjI#9i)G@ke=z?#hI4xDF=XQ9N;vJXrkLj0{!`6UxI=i$-eXYG^I;7Q%%= zJt+JwpF0)cEfaRK*MgE}lK46&E%I^~pcX)~+-G-K2-~?5EP#+*9}qQ=5qHEDI;Y5i zpcI%G34RY?{74s=aC4V}JrAVgSL*wLXHBWR!z!j5Fj^=lro zk3)_)tYC;wZZgs$ih#c0C3iC*PS_Daq*AM4WLt<=q;703Ow4C+clEPuUy0aIjN7dqjKHylo(*V&n$*O zmJb|BU-K2N`p25K7)NgcPNARtCe!XnqQko62ZvT;fp#Q)c~y?;3JJFhSzfSrQHoIMb9oj$5zjQn z4&WL`HwR|fq{ds!uts`JY=F~YUJum}`LFzJ&ozE%Qkq`JXiViT3xTt8Q}Ug^{2;|% z&2|LV4INQdx2{Go_$E(Tt#=jZgp(B?)5t|iin+2O1uuD7H27SO@kEzj@z<<)^cX@I zMR=7Ar)L7uxTw1CU+qeC2_ymBvFn}iC<}lItMU&PmIJvL&Idf5c@Zg!BL$X0Q2$H; zp#o$-7EotGqc$5@&Z!rN_1s`vweFsR`HiS#vssiW3Z-Q6ja?^o!K<;wNjN1?l%hxQ zFl`VFOmJ&{|8I{9fEkdB9s=T^OvQA%aWx%in9(c$Z92BTuE26G&2kxrb zFJll^SYE2auMBtn1~@yDhiEdU$$YhDYB3yM!tRUa zr1D9t9k}Il!2_VyCo4@18kc$^g&~ZE$SE8+N&_Wj${&OV*X9JeemyqeFq(WW zDv$-xDsu3<-KR)9tQ{f}=mKT}I4fpJ;6R9J@~`a$w#9K6E&tpbs~>(TM>YiulAU~LmHbiLzz}oN)uHM`JkcH zu_LiDcF!;`)PgE{4lZQ5U80JmS)Bl7j*kuz@r|k)t>|mMlq?YAWEArrMx<& zxnt&Dg6a}wR<~OP%|ccRtOQDm1#zb)8&>dWcq%~h_U^hkR;oRYPx#-aF(uDgI+>K^ zAkjGYv?4ZyjUEbbb@rVUwO%2f$~Zz2h~#lmC5+&O0gta%E&IkG;xuNZXVnHkFwQ&p z(vRsW!%_t~80K$34VLY+xK(QfwYnLrmZ1e#K?_Q=x2|aEOAhPHhd{|#(l+yif#P;; z@{jI}Fp!a{C;&&icqW3|)j%Pa=-AjD;wG3RfsJ~VqPif6fg_%52RQn=xVTJ6Xw}us znhD#5;eFzVX3;njcP_c3u<7mt{mT-Cg$vg`d@Z`du5mx&NGZspeU)epea4f*c}IgO3;)1*@YcBA1A7ofS4t6%8Xvc|02No z16*MY>S*FLHAEUyh{2NsX$y-C3KM+?<;iiNlHNEKfcO`e01_XuK6jM^#McSCq!?AP zQ-(zJp5XFCZ{st|Qqam$$)h}G9Av7p$$*3*cnmQr(?F-}N29`a`_dcBOAU?&rI9fR z(a8TO7=UPjP!O4%2PJhMRhsJ@vi-{+pRgcNo81O{W)ipK@>#Yh;?WAmFY(Fk;nOpw{o$qL=uG3@8-% zi`oZ8JuRakZ1?B3QRUNQGP81cJ)lw@S76?(wDqV`JF@RQV7Q5@r+IX=r;N=(60DL* zn^Z~qL_8UFdX0w~C#5if9cK|ZxtVtijmlK*dPF9n7`hwpN!UK>2n{=7*$VA`nGw_$ zY2B%XXTdh7idOL=JZXr%#;86N&}t!f+)!YU0iixNH_`$U)0TG@p2QB$G%w*Dq9xsp zUHcOo@2Hq_Z%LgIw4Q)}NgnU8MB_^HJp=$nLOnkSjeBPSxj|Jyr9+6VspP~t5_JH= zK4KEKgEriv(OgUbn4QW;cLY=J1!iJa0z!BDV{voGj}l8y2=7!(`GO$K)n>E<$rye4 z5<)DsiVoTD-yNA4MiVLYl)b{Xj-{kR1(fQt#;;hAhXfqiq3-OyPG=ud47$U{=?!2~ z{B6;;VrElnUqr+XkXlO>%4H(ikJYX<3UE1waK=Pe0I3BEMQmNbXF}Petk#Wi#!8^| z`>8CfP~HK%id~{8_xpYh*f2-^0|IuA@QIedRF&vbj52ReDz4a2h<$=-q#pwAw1s&F z+}23eflB1jOW!aRF{x8sJJ{f0U~Z>(##;;}66}isl!qNsEELqguDW$5G-TxWPL5<> zdZ5?%BR*Hy!GURN`e+H`KV6da7J7+sTQ??L^kpKsRCz(s`8CbJxK=;FdMebf; z4W4t8wIOEI8HE*GbepwU0S>=SS7T}$X0kw|g>^^X88F3&2L|lTZ*g!Z1_;IpIV11* zPzM?Qwd|14_#k~#I1fU+Cc|NeN(pSQ>6Q@UMsw{{q9V8&V{?`!`=oKx6)}-_OC1*S!fmP^86^sPJu8Q?~mej^mGdiaruR zRm8e#)Vr8egE1|xqyO3TpjW5{+}F!7aq5WA4l@S#7JTYH~fzggGTnb}t`R>pSOT zxxXc!dt!G`tzITHpke?@j1Y`oY6TC{q2o&kSBo3ft^bDUF<t~kvo@$#E=&FLa{FKM2V%^3G0Ii4pGFD8tv!>Z8g*L)W?qa!h7JX+LHB?K#pdKo zH#5-iAL{P!T9(R!3E@iNsBjv%qhzJ$6bBd^(}#0xeyI+aW_y68M+*)V0l?O+4hYa* z?UH|(n)G~KRW~XCSc)NBC}UHW%)LW-0N88(nb+#4brjdNz;l3=HjQE>=7onPd1XV% z+fXt%E|oDk;#Sa8*d26FMKa$GU&I;Z4|l$YWIu-0r4>wUVrLSfa^rsqS`&e~9w4+> zvBOV$!${zeZDhQS!};*!mqjjK|DY5cguo|Oe_Lt%u5=3;_!?1I3; zX86$~Uus@mvc1{v{+5VHhwRaJg1L*bI_WaU8vNh3Dp9)5!M1pF?up#OQHTRo&q8rE z)OM}lYqWHD{HIM|R}k2CJuP3>)-v64sJ_^LmBH9Yfw#Kcaf5tG!;!BbCYh13s^9`R z+T4ozy7g%nl0uD;HDK);qVWOz3Q#5stw`)|neUu9j;Qta3C=-AD^ad?C^- z7vlkPq2qfK_R-XRJSC>4u=kNrPQQ*m;NAC;l9&V{vE=*a!>BBp(Pcy0roWVlfK)uf zOYmcrHG{0yb?DCdvNsM=SP9YUR_li79&=*Mj#iWw$JHzNwiFLd8YV zZ(RFPW93mbLRNrXO@l|o8GuvRqEEh(lB6jethko!q904N#-TTBo~7AbO{z`bCvryO zF$vIMl8AAqES>p4`C6GldWEz80|_u?)3d&m6?$Fk+4m>=M#FCLft5>!?#I}!@K%RI z3?vOxc3P5b5q9HLqDA&c_%uhV2YW^V%4(f$h!NrM07!@(lY)5GBk_y07R=&ZKJ4sB z#^m`bsM|3jLPO7lvaEK6egVv3rUmM=yN)Lqsspbmpk@jXNT`}LG+gH>9IkVg(H$6# zeU;?ul-2GC9jm~+s#4t1#@LdF;t0TY`6Gl;qMBX(SH!VjejstgN(JUlYZA)jK2B6; zd-D|+k!G?0s=wk8?jtZtp*~|<>8RUJQEQQ50oW+K$5pz453d*>GAJTYM=s9zcEl4! zLOhA>(-aZe_V9EnOr|e`Is{|0O9hn79{?mToPWF^U~6!e1|mB<;H@zGb@>vY&Jvnc zwFaLgq;9N%68?B6?dYTAsR~`+&9x?i0(RERxmNT_JPlGc)um0Yt)Ll;+c360#7P3i zq>)ve%kE-Ds7j|N0=|%tUqpD>Zc&dpC!M+@@h zNCID{=%VM&018o5W&We(n62_%cTv-7fb6D!pWfQpEe{VL*{dD}_#kb!CXtp9%zeyK zM)GanXA#G;?c^~PtOSjF0BriQzxkHkSj@^~M`JsMlqTJHsJ1PVQ^z{`=1>UhBgik7 z>~`|jqy!lZXbD$YrSha;*4{;ZynHfarNcJH%!V2&vf{u(u*Yr~DNiHYE<{RDc^QO+>VDpMBQAFq536209Q5R&3AcAP}kG zs9IiFVid{KzuoY^)<#k0tunp=lX_*Uy zxjcsQmRO^Vks+x&pX`V+FJWA9MAL-_cm^CR!utS%ke%f%)ZZ}m@fcbS1Lw#9+epLV zN5Fw-6n@?^jGO@N3^$vZ-0F~L$at(yf?80gxR%}$X^hf8!X3aLx<-X+=TT6g+f(S2 z^(QBZ`LnfdbUlxQg?{lw)}MMT!vNmaMCFSPD$@e8Uj*>kX%k5l9uvIlT`K|VpNbTf zM3HTUi)CA&rTpEk3>N4bK;ag&o6H`eh;;+J5#-LjRRe1f^8hx#MW`$qOGsxhbQdFv zZWQ=(`l= z&fK}W>LZRC|8)LT!|IyIlg4GJ?7$6@#JZ?+t0t+{m1oH;R4tNy-Rh2AI^7cKev}#{ zC3;D|F&RgO7)Q{As|xKyUB@!m>)hGFZ>t=Gf%(XX%3sPFrWynWIaxsxFl|CRqITBj z*IoIbbUIaS`Uq1`@0)vr2^3-}iN(jLK91;)M)Q3AbGpCFh0v_TSC)v>|9Du=5&#(>9LA zef6m}p`0BX)41e8M5@`Td#sV>+HEhSXOtbFL} zlt2@KKlH5Zlyvea5Iwu9+HB(*Zw&EJ*HTo<_M$&{>NFBzMQIn(HYUujb!3`XA$d(O z+vv+8V|^iD0U;7B0KyeeuZ8KX0;idnbu>@#b(D$KsJmBr5q#UxKobQsNeXj4rUtR5 z$xd`)q}pI6;yqJW0{Ms*T+rBTk--m1O4BfvEOj6@MRADo^lQHA?f@}7dODV$2w;hp z8e5<-P{jp^!RVkFmZp1j1RjL%nQAKrE!(lGmXoj)omFzxuGE%M!XQ_??vj-FG*mUV z2LDiHcOFu&RE8HrfKvyM0V;z_BEgZyFDF&8`PyPo#iS*orr}zqm6X5!W4_fCB?wfB zkc69A4IHY%jx!=gm!ZNhM+*^bvj`PU4i>fWB^%5!pvXdl%OSL{JXGQJp4a{k9A40;q z&>}WSm0c7)VMkpWsx0Sv%etpFg4R~C**s1^`y<;uP#06IqP z0Z~2GK?aq(lfamVp#nj{#s6s0lmgWaZ^5M3X%9k5R3RfGI##kZY*8a`IY$5IH`uvc zQm_;vIEe5d4B1uWEfoq_ijz}JSTi7s{$+F{V^7fy4w#l6F=4RwSt*eWpct3*2~H{~ zRBabX(Ch7-F)TIRM8i2sLOo`yNJC<2mAfh_ZY`;@WPMy5kAkdWV;%*@T_}YSOfl0$ zjO$@*BjQzDs`#l2l3afEFiNZpr~@3Hu<*6qbq_P@jCU45v5v9LESgP z+e1;c70o66h+%*K97Q%40x!BtN$3LaS#DMsU+7YZ6k7n{exz~Rv24S z*M^!&1fDMKypHdIb5i`C0R*Tu7!rdByvaI$Ft7e!lP9n=-hehW9VKH-(?|N#q$?F2 zN0}>Ns4+C0zA9A*VN5a6YH@jwU`#t3)aozaCI}nb^^ix3A21ylULcENe3wl`)HM;JrKyW7_21vc+84Bh1~6l5#$^3s zWYsm(dwG6TFr+leq|&>+u%kt%pII%K%1mOopOIVB|n7g5(ar#Y%$Ebp( z59It*_aI(;Abte$m5xqfprvjq2}h)Bd~*?g23|o1Z}twj$o9-5P7=EAw`L#>KMlLobL>oi zr$^0}%#RgEG4QwE>YRq`Ll2g%cm0N;MS~uaB3Ih)F-ibjs`hc%rGZG}P)^ zTF_|x7%cDfOa}xK)kumOhw!Ah1~(+loR@Dq9e}qbcC^YTEjNW;Y15PSOj~L%Y$b=v zlXlt_0mz{!T<0)WY$*^o1!Rk49*nYKWc7^ z?8CA&8?f2+2X$a}1mFmRdAumvMU9%xZp!bq3T+L;1Mcg(uS(dvb$3|BAAHk`a6&W4 zmCzF@5fjAh^2{p1WvSIsOATW6Ua+zCl3jr{NPk8)57)X*pUJdq(9q7JA1PLDu6pDe zG?iwqSC>;^1Q6?{UsmcwLiXss-fUPOMy+zLP!-xkEu<2Ge2UEs9T8OaP?unI`Jgfe zG}<7N#56^who4mdaWwvuELe8t?bDD<3pVgs@DiY667MeRTuysqQlQ1&mf=PHG3#bsSIc}GxgNt+hHdg!E4%ASMeRWrQs}5>i zy(T06v_^$ez6pj@SU!~i9gJi;IhGNHAv8lID!+Z8-xgNJlB{DURmGY^X^uk~MZZ^_ z1o^dKODC2KI%{-dK1)=bMesu<>GEXJu|{bcK;9u71}=2E3qkEzv1V5sAW4tEN3kJW zMSwa~!x?5S0T0VbUZUdp^bWKQAC%R;?Tac>ZHZWK75`kHrN8rm@AHFFC^=o zDGIz{lxGb;CqpJ1R}(nvfk_8#IW}_K9bxSrke*MWEB#!8--)YZR_6| zK^7*>Fmq^vp<;48L5-JoF&$EC_r{Hqi%0cAYGj&A9|0r|0i%NMnRw>EC<0PpL9iu&Ar%%4Sk$E&gyQsNgadhD|B4VwC!Uv{ZW z;-uD0Fq>G><9gYrTj*@>fS%d9 z42DYx#$!`mm>_&sH_jEg8;*3Z%0lLMXF%~b5XOzd?lX-+x#8-r;gLWaH`GbwFJru z!3heWLkPkM(HW;`v$sO1#KvGip@j(2G)2sKf!nGN9KeP;e(wY3fJT~XWuZ@MxbzFE z!&o{mB@`x#cyM46Qg)G`-UU!!rlx6uBOx)W;Lygl=sD%#j&RWENr}LE{6NpxpZXQF8`r1Gx7d!GfBsl9SW`&(1 z47a@1iOUXMqxnG=W5wtNizR6;76=%<@+T>!lcZ`oBMQ}W2}H-Vr5JA6sTwkhm^Bo> zDn(WBIP*I)L{TD#yXFPr}3WKNljR%02?hXG|3%$;U0o#u_ox$ zQ@Noml=`d|8#IWbnpDy@U?&6O|CEf5KgDs1Pw&-cDFcuIZ;FNlo|s49lfySq3KghY z!mG@+u*S`*;VQOJL;`e3(7Sy_z+|TI=UD*PJsI&@pDJB;>Z3jDs z0YVHfXJtueO;vsEj$OzT?qXU)YXBMtWcvEK_{}-;Nz1Eo2gf-N;CoA+$Xvb>hYE|A z0CIdY1va(FGjdztsJ)d{BaaNEc?+MiptpF!frMtV8^G7O3p#yuxh*vZ1MoMe$~^4u z%26B)gMdNcd}RZj@TSq_;AeM6y1FhN)!nJ9CQ(+gS|Ma7)+dDRS<#o8o^HiVA=?;L zpLG&h)CJMPuJP9=WW!n@7}bdl*q5wc-yzBjo^!0rEJB?dcfg1hsPf8IOMKUS?6?#( zD^$uCH7d|i{Xy_vt@F=yFqJko*dlo^7CMeTOjaU=T=-- zDmR+NsK65g#p(&kSeuwZgIbW`xE5_$--N_d=MWId zIGxcGOfU13Irm5n0^4H;lH_P-dIToY+0qFk^@5T?#OO_)1|VhiY)Qn%o^{M(SK=<| zCRb29iXO=!(f8#ntI=7>S==*biVC1t{)b(5G$sLTU$-Y39D22BpZEj*DjUc0c&*mV z3u66_4}?fEf}u?vd|`%)en1F#j~gBZ6LZy}qrn(uJ?EghFi^X!ka^W=Y@l7SbBe5) zI(AxMc5qf}Pa}eu7lmp{EVnBmbs=-eH*@(J_4<+bNXJLx3K{i$}u8&V^n_ z5yMSa&;aXYJL9$WJa%=+sSGWz>bpk8u zIs>>bt!14>!7!9-8H-n?VIX0MSUWR69U#fJYnN?7qxYa{0gVKEh2qZO<4q0frrRL-ww#3RV6HH}aOvoc*YhG)y!ZT6}fqF08 zhH?Jg+Iq-}I7BAyO}8=Y;macj~-b@PSc#-};E(%KEJ`VJ;*J5Y(BKR$22Ny!8}pp%ma*-~)i%i{fcw49d*cZ^e7$tzsB$%r#F;D`|Ji8{olS<^DW|I4b zsrXDfOZqVmkd9Q9dXIu9XV|wTLj(?!$yl`GhG?lV1a9iPuB^+-+ozxvD*yKg&0Piie}6D zAhS{-u4B^EnnXLQk|2}3U1oto?dw0kFn)L@|Rw)un+0Ti}QGsLkv10Kdx8 z3B4Fmm(+2hcG>pm{Gl{j}t;iP2{_b6fsel+=#UyL!J;5&T)iG=mPu1 zs(?9nRJ?NJG|N7U!PaErw%PbNt>$yZd$XYaHLm)av<@pCzJuQ83h*G%LVqdJrofv>eU;(Uw@!zwj-3JPk`uB zxo}@ikVC?}GXTgaCsza5I=QrvIsJ&^Lnvb_YT#zev>H>ua-gu@PYC0AgTl&ZZ9aa+KDy1E7vr^1lMXdGQ zN8+CCYo?&nq+r1*(JI}Tom$3{QK!xVz*C&T2Lb@zM`94&OoTFOnK3bL&^`7MAk!B~ zC?N(W8c24dsm#_P*D^-GVtOeK2&;xOHz*Z>QJ45yFQT8=CW$%6^)Q@Qe`DB5tHYJ`RZA@S)nUC-LAvokYUi1m%#31+^V6M5##L76JspN}) zyY&PT4C1i56Ff^zzOG9KQLQlN1S{s4(jcnz1#%HNWZ&6?e-@p&00bAl6H>!;Uqt~zK<@aO$e;|UF5p|!)<`N& zCvxmjU>S)I;t+*ak(6DP4F<#+l+u%+`cW@b8AiZa4=MGgns$`7iw8W6ICQmT;ZVGo zc4CAmTtG?;OB8@z-^0g5mM|!;QczpAPn1$-6_1Iv{enl6iB-5xXIarxM?+auq_)O3 zQorgl|#k~dFXv3-qETLx?9e^Q^iZ%w)_c%0I8fH+)$yJ@} zz1Wn4zc!VZHOwab?m`fWfo+X&Uhi>%aT zllGd7Hn8wohca1GyEYHi>K32i3SXJwtk1?&C>3N25MuFsksY!OteQD9dCY1LX00yL zT0NYkB((LvTAy93osJ)L^1VE}c(6^xY>NHFpg{YzzAjN(`*UX~8-C$ck0z z9iNFdGqvQ{NjXkdd9sr|E3Eufa~SLHMK}$wFjpk%C&KL>=`>ES~9qbAh_@xO5b})gqdn?sMtXMX#ImnSKkpM|8v`#jJofv-Q z#*4GF2%u%Da4YtJf=5MkYATfXJrsn3)0swSJn3AflBv`Zw$AQIi27BLus6h$@t7c5 z$@n6@EyyF04IiD3YR76WkO{7V164Mk*e_kO&NF5;Ak*SEwS6IeD{Hz(hAiU{D_dYL zKogf`T_Iwe4i>tdV&Ud2yui?|FVa^o+I2W6O!ZQAUgy;Tr+sZG<#~Y;cd6=0ll*QZ z-b79{PpabodAhgkK#p69qW>C;yp|=B{TPtvKLzg-NVa{iWEHFO0R#d8WU_T(YTh)C zeT(jPT1pY%9tpZV>68gwG9XZIfxJ;e7kUA6(~D_eNJdP^s{Q*q`faO1M_`EC7St~U zl;!24ipu%VRE#XXyi+pl>T*0)iKE|IB#SPFmeYN|q3l-k{<1W4$86OWR1_s7ORYPcyQR_pEOL zDY@4@tU^k{wbL}SJW%fdN%e%CYoV5z+Fm0ar`Sq@eIDxs3jr*pb_(7|Xw5Ejig{=K zwdYVc&*I6}T`HXHw@7zj?bSDxaKt)7=J=?l<9{tPP-tNM3dzgPGW#%2J7@`I*Sd8*!kXlCwp;YTf*}poayh54N&u2ARAvIx-6K_^v7$FGePRCXN@*rd0aMs|H1;~Wd`JgI1?e!8OBVVqGN!liWL`Yh;($A3SNPbvrUN^w$f1|c&rB3em#?g=gvq%xqe-hJv~D&O-oF`MMCsNf%) z#d2qSsA6iUsHn@VMR;|5E$3ql8qlI8198k*%`V8KVFMBPJK`WN(ppg&4O+(}~6oAoE*8@9?bI!h?9cecR|HKov1Im1^d015;@!Mg6EYZn|+ zM2m=Z5K36WRpfTC-6bo#gbE>3OD0Qb%Vn3O?kR+FHb5(K0o%V2^b_GQ0O?D%v*SP* zPwDp&OcvT=Fc>3PlBKYcf$LIWAy};W(t1e;jw6UXh?IeujY(Kr@a5Xasu>NKcCrxe zCG=mm6%`4wCTj=ecYNmg(u=ZKe&f}8#=X*=z0S!a>Q!FC3MM(O`07|##3!WTw4;o~ zpzr#PKSa(`m}$WjugIa+vx0RiQqdq6oH$rN)Ro$oZpA!mwuW?89 zt~4Ppi}PzlK$tX|K27DfOmTvQf-Y}HX3A7?vp>@7h`SOaaZ|C-RfYTrJ}tP5a$Ap& z&8`0ujPGDXR4IL!w_g3isY72M+CNiYfFV%wtlO>DV`RBv{bHpuglsY$N5qN{b4$4A zwn3M6s5xVQGq+IRNwqK&&*enaE?#q7nWK~#juLX3jJ+a7*nY_*o-7t50AM5Of%?m7 z?MD}lFj8p(dTxo{U?Qv}rn!vC)Tta_SK+(8wR0rtUdY<)Ak$3>8Ih@db`Y^y@z7~L zI9Va2bRuU_oly1_3v#mkVymd#62YSQ5izLAF6dTzAOc~b(XsZUl+qoU3i~CEYCq;; zT)cP%v-Jvj9PQgjIyJeyDfO}9lugm0s`8hjZN^V8*#=)HC|e|9yW{H6Nw_=@iI3fZ zQD?0_=7f4vH7TT)vk5UEk}bjixcgDsVI%}Gi6FR7ZOir?N3`&r42TCyka(wCmg~ri z4=*PSpR#a%Nn3PkP>d|BETZ#}@*+Z*O?H$S)gdGnXyml0da_#S^$Se3uC-ut#MRai zs*cWX7b$=?cy(<`1qc1v8ca*8HGMKYKT+>=YBm#>7ogTGK&`9p&}t7*Pn6`nOCG+Z z;G7oGD0hw^ghL}E)gCKk`M4cRe*~{>h^0Y-xKncU(OV^E(jiG)S4oU|2a#Bjqs@B{}0q;hHL_AQsQ8*{4j);Us*afntT= zJ|lMO7tkMm6v;4-Ny&QylLhT-1S_}W+_XZU;b{5aB1nl}{hnKud}TqWv^&m2+*ON; zCvFKVg-4HU`JW)A zQq33vL;e>gmYTh&Jy}VTR<^Ap2sngLx;?eGkH`W^#oS#^@yzv9%P+(G@E0RN%dSp?0BL{Ku7=(d?L#RvO~b+Mgh#lTY%(XX8NT1eVxP-9}m?@ z7s&gLp5)XRIfpWvCUaU`H%-*-c+HQ3Mo0Xx*H>v}#SR{-(Y%3#u~w&khs0amhzFDj zjFDv}C(9PTRl^k~SY!irGR%p)?JRJ!t^aUZnvH93Z}<&&)S$K4GqyJU<8!-{DT#LzwIxrJwsjm0&ye zuzz?>YcW+zYt>zn^^pD(6Z1cO)bqnnMDnqNCxipi#t8FUsO4T+Kr^mu3>=A@y6Dx; zv`t%p+0mO!AiMK;j~GYh5Ak4EL$%aOcem7Qywj0!m^GnQX`+uPs!CS;r{Y_95|rHx zL*RaNzU@ivE(-vR$dIJ9x=swJDo}2$4o9?iEKE7{)P$tXoG2Wt)ri&&0oS7J zHhsUh13X1Xp2Kf-3XR9dzjTyQEF$8Mdiz;d*jLL6zY3SlZ-5$kVlIG>q7=J)mJZYN zUQ=1LN~HFm0=<9(QE_dDDX}ZJ*j_5|3hB_X{|W#q9Rm4z=Z+*jlcYjxrq3yiQ%{0S z_P0C2<0MH%j*S?XM#K!v!9@o4 zfBThS6e(|DnLNbT>Er0s_Fh`8(nwpQUo4Q-62!ufHDgbhq*9TYWwY9DeMvLexYl7A zJ!sXmt4~zN>lJno6-{!rCFqh-25S>h8wK_QGQ$l2&3Mq(*iy0zybW{T; zd5$NOWCotN(n`a9r6+OSfkRv;%vNiN{rX(~BPQV9uf4G+h9oG|Hv0x|s8MV>P+6US zq*;}2T)!~aiMV`Qk)9Pjj)J~+q&wtQ^ zeb-;mH<2gt&>a&9D=XLaw$np=hlC|e?HB@t;HZF;Zzc2^+eau`KSBvV)t-HgFf9R& z;~XBkj;ibfDD@x|kw?z`kpZ%Dw`9~Y^D=26cuG#)<8PTdE$OH@l){|p(TUK?(Y$6! zs8DpvIKgNAo(czM^#P{pkFe|D2MTaMdBf0)nskGo+$lD5@TTap`DHV$U$G9)T7Z&o zc2!8#`w%XjCm&DYLu#x5>W@#dVzl8cwlS7} zRE1F=Ug|1~kvopnLRfy6LN%Eoihi2>^LF1PXU)<$HLxTJi!#AQO4Y1wAVy$1IU#6b zW5odJjDt%sMm30u$P5ppITf0WRzD-F8pJ_-nbG#g2xLbVj+aXA%?>N58y{udPR)(M zYV;!VKEYh?RfOS?F3|1YKV1!LazU3I6->lBc>z+Ov3_@g4ye5#>`|1dWR$3=a|-)v zc7!Ic)(J{VkF(?~PA!n%8HHR+Z~3nk^%({rI&4~iBj`2Yg#a^GS6H&caG?ySB1w{C z)1gp-Dyj*l$iLst9Tm#%alkT2`WF1jLC~zQt&P%pqr-y6xb>}wegsr6yI1t(gqn;< zxLq+3gL)?=SWoJ04 z%GYbC&6QDsn9}Zk;Gn^VG8ay)P}B@>U;S!M#7vyvoK{oQ5+BrNv z(8aC=E6CO$kc|)y&W~-Y!^CeJvGMR$kqLRNnlEu5ywY3(ZyS-f3!QbMg~Of+w~kQC zMV$f8+Z_Q%$}U`8?5Ai$BJCH7go9*dUyy7@pWzX~%6{q_na30VByjjIetk!-f+67|S_$0g z5P6W1Xb+2@;!1n5qvoC9ydy{ZZkoD-hdiu{haj33!KK(EY5*Vz#(Aw-maD_au3FbI z6=H@5IhKP+AjYX2h9&>Z(OnCyHyCcJ)#^PoO1*%(A`m=h$wB>)@!%_%*e|+f=&6M> zvZB8XtK8|p!c=7*gh{DHH>RrSCm!Vtv#syJ#57->AUn;Xc-TKxFQMVpIeA-t;CQ(( z1=hy3R^Xi^wcj~QiUkTat`^K-k2N?vubEjp}$Bi7&|;MGP*9QDl8hj8S38siny>a0fcr}Rt5^YO zCO5gnTkOZ>I%u31tX13C=R$x6bXYrc4MMkRS_D=?kW*?)PxZfYLx9BaVXJPtly^C@8<|o6w&cR zB}*aKty=NJlcqchFsX3QA3QKfn_c)I%?c51OnijYRSTe^i507_9RZYIu9n!-6p8sNTrK#HmKc$P8n^hC-sGfLQug#5*%7+Hk2wSYm0KP zb@uyKh^fO^Y$bXn({$(A8qJF+p6{IKK#zamMJyzhmyGgk zps)3Qm!^a*Gg%@RS>E9m*x(5^PNgcM7N2hvdx4QjT}HDgg0c zL9y+xj=(RT%3`yTL?>w*n+9JJlKd*WY5>)Hl}bWY7Z267o6M>)SJ@taV)$OtKwEqYCj>8gzS?2_1SGyt4MqMm9YtW`MpgTW<={x_w}FP(af z57T>!HApaDNzqo(3w-eZY55u~Bmh(zkJ7>%6?^4|29!h^Dak>kX>)UXpj^%Voz|7}Ait4^ae z&6jIC(NP5ADKO0%ct_I_MKOT!n7`hzO>`rfh;Ka=Flg2Wh^+BA%;PnshAw&}4eP#9 z@s(r7Gn{Lw+knkY5a1PzxGetw~fg(PM(QXkPT#2i$ zaV}#Tv#y3=D5Bm8v>AxzFDo_>(S}y=p(d}MM9!y3iHo>3s`8mIfKa4e`u{d9LZKSL zk7C$wLih-=$Petlp^M@9BfTeT3{=IX9a7)WDtj{9LxY#Cf7_*o%VDe{r{KEq7-WIF zvr`p9wHw#sP<0I+*=H#gNt{2yPiL%%lo%LOHX?yD0J8}oP_MEo9desuo3@2N2|YhT zLO8}qT)Y)k0qRPLD*imRi zQX9lx4`0HV^ps6#hpoKEm;ahh$d)>*=^Zj4ctw;r=sU)`e+IAfla;tzI|4VXLN7VWf`UK4Gl z1-{R^iRTPz%yT(cLfTg2`@3{kT^bNNGf`eSW87d4e!x#+}})9qV|-)}^&AP=N6#MQ3}5-|ium9=r|r z!yPABA1=XaI5AI0-g!}sb#Ni7X=Ad2J*H7wwxm+uw4_M3c&FP-l{%;#`OS+JgT#5k z$@+VQ2sMFfhI7*-6A)E<%i^@j{l*ugbpkY&HKe<03KJ2)0%fIWT_tOI?cElSuUuPW z7P0KFU4JQDkzO4+9fX_)o)r|BaZANgK>d&0;t#+M?rpsZ4eT_e1% zCc8so%(`AzxtXa0B2G*jE_f#gP1h?Dk39%KSqTu0Q#VjL6HAsCe4Z>d1HEUs)_s+} z#xflQ_7Gz&{mQd#GZeFN>zzs>2*4B4bjTe_I44Gl3~ZQn1A(hMU*ujPGb)p%$U!UT zw>9&-UbJ(7>I7~JW#SHYJNuF2JgBI$02o3SDGq#+K*GI#@_NaFqE@JC1~(t>X<-7J zG8L|;6l51HR+2N@5?*v;t3?89vXQ_utw==79h;jUN!V!&gBMN~T5ats{SDih;*^qc zc=`C*4(dfrCV zUDfaQk2uLDI8Y@c4CotEW=Tt8mYNb4nQi59;U>~|ad+%Z!l18|Dh%xUljWlA2tkE2 zj}Wt9u6%~lossF_q+_*qAaEY3&R`-9d9@KEQG8T<9ELz^oMc*x7!irf8fqyAHnsN( zO!}%q0=r6?-Rjf>h;yntJ5A_(1t0@4f@5|9l=Z_$Ne-mDHkpgEg;=dy!GV>fcdx3H zph||e&ggt+E3$|*fKJrmeOIGXp71qTebJjP=OZ@j?Zzj~(7uTAWQ>SO1kLmWInT32 zeZVP6y(c4cM6<;o{sD7Z7VM;N`;KU5u`Z3&0AC(RgrM*Ose=>W^-F-MH+<=oWezd+ z$|wbZP#I<-!H&1(zL`847rWC!<8HcV^04r~&HPMpbZl>n&8slA=l3O|#`)rbF-M>Nt2Jq=>{DB<|THP=G`tz4-iA{7yCtf|9TSL>W0hoziC|{PF_N z!Th9NlGR@GIjpdd69I+bE zfJ=d1ED9HF!Yvm?i8gh-y3K#Qf(fSV<=K?nHk(B?V=8xm$4l^3_csIL`E|PF4%KJv zYl)*3l3B7~+ma`vf=++X0%axTUOf)_MD}6Z z^p9)FnBe5+UKW5%WOv;Y#MWJFz}hH$0E;(td4U=qp}`LS*0+Xx3tA#U0X29ygaJZ| zS86p2fx93E-{5CDIRZAH#!e}QaiGK@i9`)#9l&BUYw9&Ivr66mr%S@ z$x$vhyZ^Dgy;B?;K;<;aaT5DErrU22%O2Z(GP_uZ^SfJ#J~})~LlZLtCQT9JCfTI- z`EZRra0S2DmepJVU=ZPF=xf=rT78(Z?fO(G9C*+XX=JbbT%?)1VkzT`_|74?ldOlK zTQ?MTm5|T)?QXzo`fyWgf)eKTWd(Pso3};7=BK%B$6=j3G=A4^Y%6l>N^Tf-V$lkc zKRcv=P3y4}+F@xNg*LaoM1=;vv#(v$Dw}fkD1Zo4U?2+h?^u!>fYM5^(yMg?5j%8j z1Aw*h<`r2k5^_Teg_k=MHIbjA#(F4<1CV>NK3! zR;(;Sp9uFY8nZEwTJg{cn`t40BNBZCmzqXp^@@VE(JO;%h9IFch8@uzG>N_VD7#~q zT6vRkO{6GLIcyM}+&Nu1vOG1S{#o;h(;$)%V8=4zJQxL(FLcCa9wV|UP7=YdhYve- z3{#eOuqckX3*<6E(SwLlaqhB__0THvL_mdRx|Uhy zAjIHIQ~!V}id7$A>i_0aSm`zpyJGnDIqL~?GIJ0bH+H-tx@7&>VY)z55SD8WnQu)O z3PCSJmg_>uWg~{E{45kG_Dqc??H>Wi3`a{{6d_Fw7VI`s)du*QRJnJOhSTh-O09Zw zRWV2xOEufXp;#q6RHa%Xsfr*YcyT2vpDtH8sEIw(}2LkF; z6j-lt?+eWk5XeUbD+19)XOlhYR2oky!ctWA)JRF%w2Ynd^_8TE@t6B7bciY0p$Yr9 zuAcB7(JcirI~}HW5W7b>N{C@3Yj~aC7-}6S?w5s3uRB3%;tmt6 z9B*Hpx+uHor&){>>_O7DOpS@60ef@l&n`A5f%v6oo;LZmIL*BX(sCo{^Ci7aVv;E}FS&8`e!Rrnx#m?BZ#t zvJX$HTggXmll6wft_nrJYdBZWdkdLn4waU`8-Su!0b1X%Y6dt|nq?>}q91+3=SY=y zhAPYyo)weQw=mCey|ZfzrAHTGgB|ZA-eubQH$d4E%R|fy%^2;%$D#j3Amh*}n;)7C zBPDam)k#%p)l-Dk_aY^XltvGThL$Z^76Kwp?Y3+quu8qVoJwD&j!JtFQBx#vR0m`> zcModLaR#H;W}s25IkZ%=AZkmeT1Nu#-PNr=i(y7qozalnqB}vp!<~-jW>1%wt(i8tAOUv;Z9L;RB>pPa_G$-NNl=uSUBlzLmozG9bS(gI8K-5V)5oPQZH7wTE+1yf^~0)v+WaJ$k_OELX@ zYRz(tg`M?!Jh9hW2XImCDc|n5oXnjj=08HlMtXzvJD(Wpu3q}O@s|k#1mAZbf%Lb{KQQcK5_i8Qr zNr14Y!h-V)$q5%0YhO4a2%EF}c59|Vr&7>tmN4k#!RmW4J-CAoF#jgR@oTNuR z2md!sRdpm60j!KbII2*~p(=OjvIId%%@NXL z!Yp{y;XHnk!Q=v&QUGUUYDjbfCe}eU)(G>c0#e0+(A}SvTz3ySfD^NNM-of`LNLLB z77YZy%Kh>-S}Si@Qio5N%f7tbOQ6k?bWb}=#prJc7=~OCrur-^2)rs6s5z3U9gN+idtKWp<@?L8g*N5aY(R|OB;xl@iH++XAyU%!`xMO z%2qjh?x)^5iE<3I<64Xloh&a03cR6F)N}qLQ^{!K7qZVQDx%Kw>PSV|Xu1M} zv-^l?0J?Z5B8M{>O(*~qIgX3~wr^s$in-T*z8>-7NMdNsqL8%r7w(0L@KI=6<75h5 zVx=cWpx)cpI2i4W}PvO?XMq1*5(5sS*UBC$@%`OxRGp-O5X+rF`5VUE%>|~-B^Wh{6SC?vs9L*{z->OVWjRO` zqLt-a=oFRJ36XpvMOT*{1+z70F}cl*!CY5Z9N85{gqOOc|uew$Cx$b^a+n~QY@0X zY$x{z7qYOvb=?ZRi7DE84!9*yp_vxrG@GKTvxzW!u65oj1)tg7X(5;bd_LshK(SYs0(xKI8tN+-U2H%`wE4+e7u7;*nZ_j zJi*NX?WHbi70&tqSVoo5wcy!@0z(9`Hj-QRf^z+NW-jjT3wTOqr}KKkGB!uPA|GkDD}aSe6)OvE4tqz zLRw()>T;!SrX@4d(1)l{KNW!HBW32HOv)xU+X}V~Nk|8}qElQK)F?4c4t{9tN?Afx z7~y|;XUSIsl1^x9 z5{gEOJfjTgM4)e(!ayTJc2~3VzJ6lP5O++V!6vGq_+2Ydq#)tM5X%J+gNq_9HqygR z`lU0?1gWuZJKRp$RqsUg#5pD!Je+a}tx&T%u-SZtI!a5D_TTq zl*_$iOjh%AJ(0Uw4K2D!o%2xGK~|1j%ZhKI&M+a0+Np1~--l#ZwP9`0wO8VNRRF3G z)Mng7)qm)gHv~*I4C%C1Gm;S=`y-sI3g9mmfgm(&2Q^@8-717&tonvs1SYa<{W3`1 zIKY?rk6`&vQ!Ae$r@cfDcI;atCiPp02_UIg#*=2ANgc5P>t@zCE0STXen?-fMx;EYGp4`gv53m}#)KT3g!ue4+JG*Gg@z;t(1mz09ErSrNTaI z)XKheCc_aGOoq+QGD0}kPk4+*@gx39!AUHw-a0r+sQD|Lj}X8h4GS7{!nI4pU+p+< zukOe;!a9ZHyM%VBC}*jOCGt9;txysw+~A=e_1uRMIUIFj6p3wwQ1vGQeS?|D$U@0m z-VxH$bH~H5#dfRKF3pM?7^6SX;A@UWbu?XBl`Pu!V8ST04Ghs|Y_H)$h-UuIuGEbt zmGjCu!fBPH9|}nO5yU~m@&Tf2Wn`S}gR-KbN=eKMpxu!2KWlMO1LhpFOBNonBy9lN zTTjV}(*a89ERtIQ9c^clloS7fER{hm8H>ui$V3#{XQ`|gKh{{sjIU#`!T`QW4~4t1 zo~

S`?JZL0v4%_JEDc3C%D&>Nt^{+On!(6xSk^8$d`v$z6=lcI#PyZ`}nr?Ijfo zMuU&!=7B^X4di8D%_xWe8>(EKt^j;uch0Smo|(A!s34(rQJu=&>>+b6O^Wl<|XzR)d+EPT0-fe_%;e5FbH?(e%+=+vxVbb2_#JuHJ z_S8BWVRe}2_p%fMa>ylM)QHm+TB3u=7(6DFC3w%@vXW`Aph5u*tjQBL?noKy3ttj$ zVWXhI6CE~w=T?S8b7qq_uj)>W#)at?ubRzVqM~d<6b4EVv^J!nK&)MCYYHI=vsy?1 z_7V6^v)9{!wT@eC73I}MSv6TN!b--v{+@-10QTco6>O)4wgDk^9=qvCqxVwMv_cu0 z6a_4}-+|Upup)Y!PHBn6D!e$963BNF>mOK*1qBB@MM^9m{fJs2y2CDb#V#GOGA^&R zZgXL}V6)>dU6jO*q(dbjTYF35i9v~pyj+5#d+n^Q3>DI<*$ZU?jxYGyPT*$J#;e{w0>?&$H42laD;ducgV}jBI%a8KnC~MmW&z@TZZ)ZIYhiJ_jF|a-8)Ek zch?5?@0NMp2=D+vymEO246sehz_Hj@hLRN!Mb zV#F1`@{a7N0g7`x(mAr9$ehuSGKxenCQC)peq&cLrJZ3PY)@bNOr=QD*UJEhUATZ^ zo8VL#gC93^r;p?W2qvTLy(-U6BZ-}dR=mf?1ah1d8jQnRIH6;zr5>Y*YACOUn^7kt z<&5$i@y%cb6+LKomfbL|mTfS~kuD5KU+igc`?VNMTgMF2*2;)>1dgHy@fGHsWI3v! ze9a9ABF(1IS6#GP0QJXvBEhUVWw;7n1I+`X&XPplas^n{Vdi904tUC~ah}27W$SVNq{}>re+pc787Y$6j%j)f}^QP#9GM0`e{gU=!xC1rS3+ti^_>5Ua z?(LUemOi_Epn%zafeJ6MCsjO62_Hj z$YOa0;M^TV@N|K)R{$J?RC23Q+6IGKef=X#cpU{HjT?<4TN4xzEB-k3@Y9Bd>Uz0WnaY|r>I?)qc6tUty+lXsybFiMEXL-}c1j-c<-rD3 zRPU?kD=+&@rK_VVB=Dcg$!F+}_08wI_QoJ2sYN9^;dFIE8x{>6qO)kw_nrzwuB;0v zsomw?rek3QEk63Q+ff8FNsvoY)hU+Vg$WzO2H4y{onWIk+o*lHC0Jv6-D+WyI$_JW z5@XW~K(W2Bys8a&C9oaP2fbao&H^K`l9H}UE2wU?9I&fwOT7nVc2h4ARiy_LZeTE% zE?5IcB`N*pkl5^;DhjMqD5b|?0+N5dZ5#!KJS4yvbYW}gIwdf|OdL2x2`-irg*pN{ z{YV3_YLZcXeLWtHq}AvQGPHU)*dvdME%3 zU9&!E$)8xU>U*AU86a$SQ*O;W-YGk+JK749aSXk(2V>YoWu$oHOtr%~UmZ1TOR+Lf z3(%*Ll@gRx4>q!~E?)5vbe=Tua@<^vj{Lir@9$`jj;T1@R9=ByGeNn{LAnp4tY$i?*!T#^iw@Qy)zkh>=FY|OZ5mv#oTVmBpm7kH1xRLOJ{N%oFzMU zS%mwl7z;%vJGNE^l+cF!4JG*qfDR+%;#1^}tV>{Tvh7YR2#L;ysy%BhWh0@(?J7%& zP8&6fVKAg3eaR~G2dPpbOqb%CHrFky;RhIJv=mYWaP5G)21F4GVm{olYB0aHeNxkY z#ptDKYu2t}&RVuT@`LKdSc!-kthlGk3M_3fBg@YSA}LBfp?iO9y8=Oot9n&~%iJX~ zTlWoAUZ({D*;_KD^*SrCBHm~hsEQE0)JSfO6%APx)LUU#TDHVW#PeL^v+?6p?rKoyhakXQ4NBUdk z!)Bt)Hn^!_#5%;#12_b(bT<)RI#HF2_uB(uK_dw%J_03A;xy~&jwK42P32&7ORlBz zYqFPpayrlu#Xf_VPJ1Kzj*{C~>{}h8*W>G8hVP1hb4ikYl!(DnMy6GdPoe;;u8ip- z7h}}frAAaNRaQM=_R3X70tyA`Xc3&$wD@EWjLFs0;LQPMYcgx-_^E=kShd3BgfJ`m zA#!aHR%T`iv8$fwt4@jafod(zBQ2qOB6=GL zSM7ZTq&#Lu9M`Q~92+-?Q`Ep6C}JE-P{?8nR=T0z%0Vd0uqL2D+FW2iwx}rg0%Dl(tRy7|Bn)7lZ{^84 zoUU4sJhL{TMEF#XNFnXYYH%>Jl@Y8M%*8RWBQiUs@Cts^e5x0S^E+ecAjEK}8ckk{ zh8=V-VU6VS+Kk$%4;b+*_1{+V4-H;Et?#%$PRTn(A)}YH^l4gi1vI33AOY)0xNrX0-4$kun;-dZSj(yQ5D3c z>~iX-pF@b|l~&sP(Y@`$fVDZh&zy{-7$AdMsMtspxq`EMuo9X_jEiV$eR=66EU-z*~o11=MbG|L2n&Q{W0 zXg`LjVS$|aR4)rftux$o@xAzs!f?WRNfpk8Fy(8%5Q)f10BVz=c5y` zRFl^$e>{*B>P!+BU1OYs`mLt2EzI2>fJns1iV?hewYLNju_-n1nEZH;WS5eR=uGU< z>we4-NoI!bi6TUd(sH#M`>2zZ`ek+*8Opd-l>*4-YfEQ%3BuI%nhn3Ni2Sm)HV6X0 zW|xQ#5ti)Tt*2sBE}5{zdd6}pTc3aj#)fRZg%%m))D@FW*nl-=?7trwi6YNEaoJG ziOIdgWq?;Z$$DlF*{e9KI7a}B&bnBZ1EvSi!a`COw5$rhbr(<$dn9D7<|)Tc=cJ?J zjUaCG32}6hgz7>S$%VU8Y02Tc?8g##AiC-bS*zCS5}GOyxkzMYMlwd7$U|x8-K*eO zNe`B~b~cS=?@Uq)$oJ`)j$*`L>aEL5jZ=Itabqw(?@_vWas?l;obNi?0=8;RakaMAX<>2em zi66e;VEiB}?K=rXI!IKODVuLMkI|ACQXBMARTHmPTndr7DVR&gR6%g*rJc={q8QFB z89?mou~L)d#cQ!5k?J1c$m4xSn0QOemzTwGkK#J8WmsXq7QbS-E_A=H2y({OtP)d` z(8fVP{&-({IU18(>4*(oR%RgDM!+*2nDA;1wlEeavRv6nMP8`^dy5JTVatkD^7D35 z)1*#Ac{*W}%<5D#cdF?An-W=PHNY+JCu}37>(LzU77yYSXSqH$sfTjBPG-8-a#1uwnpIY zDu{BkCf=6KGZIPVwwh%9?D`c{wW@jNGEIhjI+duL;GBLj6lcJZ#mN5e)=0-nND=8N zc*tTODhfHOGMN6kmVRAdHnR>EN`>xM+_jRn3*pugFDyYE5i)E|U zkdVpH(5f*5&|Q=mMQpZ)PS|v|C@-W|4Bb!QyDFn{yq8D^85^OOK2||Xy8@Rw5>nUblPL+0Edh6YIz8u(Hrcp?hW6r`%J@xOpb z`if=)$+vIvf=h-Dx&F8{Yp%;C-|KjQGc?*6r}Cixc5m>iwQUOE0KnqYjQEv25qd~L zKP>CRom>KYHZqmMXI7_#Q7+@xmTeMgfT=ah7ZDci`rXC4NUEl|k%6p;}|r zDJj@2yTRsx5j*>kenmu>uJcbCd!GjdVB^Hg+{!-U-3l$aW=5S0WzXV8UQtX|(t@9^ zM*`6%i4#fzcQ#DNbxH?98{3>d!WU9lS!*{6Y!sEoDk{rYJjJmpOl%}HthSNLs1YVB zugT72%Ekl&E|7t;nAp(S5!HsDtT&AGCq?LiDZs0_DAxkaQsuA^Q{g15wOL`;6S*tF z=Tl}}qYra;WF)B=>98nPg|wEX*|k?&qB_JV)FD5TX^k!5?U%4vmEsBVaP-RzQiodTX@5Uv(?fUJPtx`nxpt*A!8w{A3ji>6+K2&hpgf`0iR zkH`~tRg_r~=Fw;-NaQLAw8XZ?d;*0YV-)b4AG?sv_Hcx6n+tub7v*>GdLgS>Z3jDi zOlccQo5Z7<6AruXzM68OMym((f#SQdph|7xKWWnQ9N+3g2>|BynknNfsE!n^b!0;z zBWD(iMGerwckjs{JlPYQj^YAVgaT%4yTZ?2tQi3WG38n?I6BRCvrf}}h{+MfGq8^;A z$_l$6V>Oj1MW(3y`1{K{#DS)L>-qTn-+u;6MDLT}mR}YraX${go=kC~Mbr|&AkQvy z3*oO^p1kmVgu|Yf)+`(=<`jOFDSaabR}lk7>3|QEHt}3OQNl@X-Am!IXcN>Rr^9?P zFC^z*U?%ltIK|6Bo?f&9siYgAdOhK}ROE0A5XqX%JHbeT^Qfq>rbIO-(XL}=Vk1;2 zqu2?m(Ml^Qyu62$6h>=2)8qGvlz*XOYn@!9+?Yum`1fBXxL@|D4Px04V=7bzJEj#y6T#Na52-_BU^PfatOZPY4BvSW1>2<@0#a)y!Ja(N zGT3#k6B&=|DGurZx|)Y?BU~K5#xYPSZFFwoq}6h6eO{r9&ip{UARWHO#C9lW)sPf{ z>MDQ`V?cIv#{Uy;>AlI_&O~=8sTRI|24JEafgNn`$jzENHtt4ZUBaY-obMSiZH)tp z3X#)^VhQ=KbWwBt&Z)4#GVj`~wgNS4yTT&nii0XZDievbdLF=SL$pID_HsLeNYbe% z?WYuV{!`r|coG~Oj_}nPk`9#eM>&pEq6ll+kw>bzv5h*Xo{?7zxMr{RmL9 zMPNBsyV~f@>6^4?3pl)kc=*A&q;LC0}&eMi!Dn zZfFQB;LNFsE(D|G#XT>QsVk!tFra~=6K3me%6zsZP8CQv{R|>x5mqe*I>$h!;W8mc zi+R1FBLe^;U1-Q^4YbZ6cWQ*Y^coGDgu7kdIRvXXCCFEhJu~#0O zlJvEG7aLX#Cxl|v*`r%Jn$iSMP0?Y$GOqho;!w(&(bSLlC1n=>t=Fq@1!hr02I?%; za(LU;#`Dz$s7CBrW#S40CrM&X&K`?iMlrS3$?a%BjMjS5WcPhBo>Q2iD6mk&kW(>9 zofx~hx$z2(kYu_lr$_=#u}M43ICweHDy{6K&N$9*YlABrB)hj9$pkrI%}Uu}BTor% z%R)}`h0LZ8RMBPo3F~T`BGbm;`t%wxuJ|jS@kuq7q{*L2ZNZvJshJKd_^f{1&dRt} z@nrU-dNp^Y2f<~P7CuPTP0}c-z^o244)iHywbk;++U|TO5-Ou8qU%*9)Iy;N6#(&K z*`X3U?(l6R5f`|M08tglGhUK$ylzPqqzVy_>_}vThO`4So+yNEgE|C+8Vp6aqy#LQ zIC#}7r9iNRDSo9?;D?blrFvL)GCOjt--dXkw$09$_2#|O7U6{%D?Q{huyUSj)hH~##fH-JD80JDjfHcocbfvC!@kH>=K6HQ8mf_{zey`{#ixv++7=2;0!$aH8q zJ%rVenC2GgfQV0UWWQR#Lb!8)z9V7*k(HvLqc?}6Fiva|{o*bk>L9u?BxhkWC+d1# zwN4aOR9ZDaC!IQxMJrPu-QdfZUupx;y`q?BLYB1UQ(MFke{{$xpYmZ)D23sKda`?< z7OPCO8Z^|CE&(zK>SMgjktE@V&aJ!gG|*eUfIAlDC^FPUGv$R!q+?h^80PDqqWFSMc#WCL(0*tc=&a5~V=LtZC-6I!nXIAI zY9&eYnnzZ-Kle>QQ_NV28L^_=z|VrS;Z4>0yMLwx(K-6@*KbW+ZU9ZA3q;>oDM4Xa zF}~Jd#~^sb-^e){rPYuDEmq1X#9k>cn9wI#LDt^250&DE)g>tnwW1nP^;^ISLhV%C z5%8#yEiTP<64;7|D1)*VJQADNA@MV-_d>9q=1N4#@{%!Om_@}Vnvu8#6{_|`>X&81 zSAw8zQj8smRtt~AA)pFg@&dHWDP;qKRxZG24J!%?rV3G+euhZ@q=%hC2)QQ5xUIR2 zkap-TBcj6~5Vjs5t zE~Ilk21}blmt3*KlTV=vs{II8U^F(c=$D~dtg)Rfin5e1?zx(V!R1Fk)k3@9lPree5C?4})jsb{{C3Eb!@#J_%IrVXJ;~EVexO9%U z{(|v@FrDR@hD4J|8T1A;lO#mRU%%Y6ijq|8vi^P-U~S2g1eroD&SnSa#St=RI;p*^en|?`_{*+TD)zLdy<71T21N-J7!6$DY zcQaOj2iLW=RxOu;>V<-*MN3n$h!a9haC{PApLtCu?#1mk-BR6EAsLG4toApaoVt>sOlrZY^N&I7d9r|pXPKZzk6luHWAyd?U zvN0k5xnGsAV#1(bfsj&a!K6xR4}qxhSLXbZ zU3cUtV`xu-5YFYcUFMN=AW(@8>c?z4+!+)3(E*CtY~m5WC^iw>Mpw$_DXPm`CQN=x zImQu#w%PK;_pkNLnXrqrL97Ss?4Q=Kf%co()p~Z1(d50->Kd|7) zszDxcTN1KdU6Sr(I?17w(!kbGBq3o;-6%FEYN8lKw`~VYV1y|Fdl60@$*nU-RGB`N z+d5SRjN@RDFKT6;sAy_HSORJtRb1^Gi$Z6ea>;{BR6#G#0vN(-oAOgUy+%Jenp;vU z;Z2ic6kxg3ylmTo{Of}J*(H!F*tD3`p6wE-%Pry<>Mu-+&`v-Vu}MQgDH%)mG^8b~ z{(EMsv}2{OWiE3Ita%0wwo@;STh#7dS-#3wz9-`A>dLSU#5rP_=<6KukYZ|;R3`wJ zesGvv0@^exo{sKTcy@k+{vx}SJq~AlVajCe-f2R5L>ifPmptn4`m3NkW>pf`Cqx_d zy#fYdZ^$SE6wak}KAdV;*^}gjPYgON1(c7(r}b#;BW@2ISG=#Yfn) zL`S}+=coH@kj=ejGuO|QnC)P)9YB56Z`g`I@b4^XPNp4fOBxh~X1$jTq>NruvnNV6 z^NG+h#?b>)PE*)TS<6c%1I*+-B4Pg=-{BH};SA~L>Wg+-Z-BrS9#bCctQF9;%9;;n z12w9tp2$N8%D{4z>Is;?>WjplTqED~$2@lTL%L740zqpAP~9Q9nZDX_M9DN}Qo#zt z;c{2OprGpK&Y!?134&I_)MWyZK|N78b<_J!uR!(3VdN-KnoVlc$&fG-!`JMp%f|N3 zAH1?oNfC$`2?c(YYJFFJ!7XiG{Iqv4DdWT?Xs_^<5(PyIWVlM^GAs6Ds^C-5%L8z>oyHyJiD)a23ugES zLujmM@83^`Rk?&2?`8|*e>NsX#A`UwOl#h*l zvS}T@`ov5NFKv_|tg$j59PSL;oIp{jDSw~V$NM#$OX*eXNJ)VDM!rJ~Sry_$WlkeW zix8D67UTJt<>r>$NihA-9$@Q0aaZ+7Usr-yuWvnqA?5 zZmIjmz#}ruJt-_Q?$|$RQ>76}hbQFJ|h1^n|3KW#euX;t#4Z z4Io3%#KvQj#__{i>pB%|&}>@H2G*PFof^eWMw~F2GcNgH7YHy&Cs)LNlKt|Nsv0-c z%g5l}Vrw6o{Pil}H{tsxEu0v+` zkEKHyCF$P*H2ZgQDrg%ROi7&Rt~xZ`SL8HMgr7o#c3xHdagVJvxipn{uIkZ$YZH~0 zG^Av*80oVrOq+mcf1f#+5L0xCNb<-*{W8DVXk(j|Bz&gBXWW`Hm6`+9G7qE*qpvT= zRTaNfFn1un^_5ETox#bxm6cnNFf~0}cZ^XWN`3*uHcSa-_@ydC70Pk`+Qv%GL9s@} zm8$){W@Jn6j)Hf@E&r5`U!e*{Yo9PT87@$%D6C|CEInPB2}A@X_f8hmDRmdi)i&FT zn?PHQ<*NkB1tQfqR*B~+7$eJWG%+ zY{Z^jyF!-oy}+4$ffkgjFd1PnT|AQskj8@J6v#uI+@`cN4ug|!BnuHP_=*N3HJ1=T zX-`jRoIFB>M)Hdf$&Xg>X!1T|+XkP&rUe+58*u}B295VPfG(5=kTojdH1zL4B}EZ z^!uQffy7S0q04Gkn_p^VeCyInt5RhkL66|!Onc)}A`2DP;1(tNtk!zH0wSM*%R-tE zsqgx&M8nBWB#_R5n8Ma)(zHSPWm#Ku5@5GvwCXq6rFftBhnQ%(@2bZpDPq<+g50Q?oHM z|2K}l5WLX!Rgf2;(Mh6EgM|1+4N8@D! z5RhS(TPg}tceQ3AK%Dso|EA^Z^c`H&YF5HN#nggVykh||@55Ht@1Z10<FaR$qa9JDu1LOd!zw)64)P7d2sMVyfv z#7&2FD%ao~ct{s9fPnbXN{1E$)2P@qb<_g64Z1{%c#V+I5r=fgw^U;-fq^ih`TS>L zQHra(J*%l7y`zVc77!7#dBbYp*3srD!onZ2V^39GqL3H-ELe73MUkf#vd(P+yLRjh zNZ@l9&O~cPP2ygprg1vWQ*4M*7BLq;p|2bv!|4<6Ul*1CD3Ju$qc$6;tDG2n_dbQD zoMvvA?h1h$N?lSgc1?xhZ=zWYEVQSsVlpdY%ATdy`4iz==#n#8%_KG~cDO~g#gfZmEFGo?1{7o6cB5M` z7u7}NvKko@ha;08=)ZJ`Uhp0Dm`8G`=q;UGjkJy)XxKF1Z=})j+zO8;st~E|6jz|L zUy8-8Iuev>z~z#v9!%FQrn0FgNH3|<9SYW<6GQkHFXASTF++E-0BHGfS-Sy)F$vdi?FEs zsw$=90lRRPFdj`k;!x6zO%5TFFwc-Gfwo}OjDd(9{-c&&;wi7M$LPInZ25JHlGcfS zSNLGOMAIb+!7J$~nQQ;Q9yR~6zcAs;T-F&J2CQc#zed2Fi^<=#$LliMm5qzV1j^K9 zl`7(}tL|tSMW&%R)mCL2$qTWQ7sHoU$3%nj1r}GodyS~@0*@}cXg~DuV|3g4m z!TRfZO*E5;6eg*sW-gVL`1DrVZmSaz-2kc=NEkDhzykS|d7(U-!A2%yk8%51Eai7-O<3Z4m7rZo%fY9g>FiI$$%3;X`dBRiuM^u*j&u;KfLv?gEh~0> zkN}9>1Vc~OiUBX`S6Fz$coj1d>m;if@nlT{QOIo3d_@SR;Z$)mt5$#pynd6%)MklZ zH9tB(^`L_a@+JX`Sm`9BGcBf?AX<*O9>#QaYecsH<@`bxK zW8s32J#3|cggrCK6dt^Wi@b%<(K-RhFqvEJ#T+smRGoMOTX8s|xSB>oqW`9P3Xa)d z9fcnV&Y;k2L@QB>s^~!W+9TYYE;@$qQF)PbZNs=E^O3=L(KG1;*!B{%| zmQWtvX_7h5NzNL&l*z;7%J=BnR&sm+C{?kyh^{bG@t4E*gx_#sG+d~*UjWqVVsGi_ z4#R-0jv$eXaVRL=0|Cos7NJ?O{emog#2-Qqh_TOSj+0?%M#*WjnJAjJazoy)^%8h; z1zKo#7u`fMLPGt8*(@L^3Ux86%|M_qiagK6_4*vKAkEedo<8;2+U2D|t6^XjX;(-Y z0ED@=ypt}uDA{#relf}Jp*o z3@C^_qOdchmThgz+l@EG_0gbFJuxf@9 z_N2??lA3&r-F|inw$p%ag@GfbZd^Z8HR5(-&|=G7>o$PC+`DtknzUelxUmo}cxts6pW#S- z&OcGxhyYJkiU`?=!}N9eYzf1c;rE%I1OlPWI`Fu7CTFoi2QW$+3a%)yCjXqT89M{P z9{tm1)X9^10v9pxAAoa0CaTw4lbsBw3Nw*}7l8`GNBZoG(cr1mv{{YAQ9|O_6l#*j z>6Et19PAL_D^_w|Trne}8?$#>AW>b%UEnHkg$WZSdHceGAu`Io!y{-)yV@mu(b@$ zgtpKDI2&`%!a(Jz2Z;pIXjieLZT^fn%db=ThE~_V#rnt;BN z&XVnmR9XL|KOo|6|Hw@h$0}xNIn#?qKmbr+Jp3Z6wU^6chH8cJ4BEw{WSDzUztrI+ zWGTu?imX}NyaNCXgbH48SFI(eyWbGASV9DA_ws7yV$4JZDT!iFOdF#nB%;AfZ7Q-{ zvtJn0fAE#LrL~LP4wSB>AL`Qfv7ZTQP&Fj3Feqv=-7pC3%s>0hNq(B|yVgc8R7>8@stCa!S zod@a=$x_wF?UWpLEGJA*=QY33WiCK%Act*!*oSUhqK0pxmc$Csb!Py(T>;r04)Ro9SUh&`TFT?Z|K=Z+D z8@}Kp&I5eEBCz68B#1E!Rjf5+9QjGS5G(u7WW7p3d?C& z0l?fsQ6FCsi;pf80RV!loiN?XLI#aFu-ASA#aE)xNS*n1Zsmcv1|jsJR$c$6T&gw$ zSSccan#y7;3yZ`%QUjG*sK9A6Gqugb-CDTfu|?A=QmRBE96H1CKq`bPj{#*~bUGm9 zfK;N?RKVwX8_${%T_``VyTwNpPo21H@D=J*yCA9NhTgua+@ju7D6xL$h3WUIL)iu{ z&yJ?HV_6vx6SO&{bGi;I5H+{%na%I=N1Y4NYWy;isXGscf^;rAjH@{?bjW3%a0PkR zcpHI%@mOaAR_5)Pmm{@82)KH#Pa^*Qdk|RIvSd_37T7pULj_ zMDe%o^+QE`Etv0wHV|^1#b+m8gY_CY0QcQnrvXtdI<=xeVHf3K2|J49IWrj6`=A+N zn@aAb-jJa3i?$$upvpKBpr3s?GgO22Ai<7u&0QwOPZ-fdRBI*~c_(`Ms_V2Ew4|wP z9rGI%9J!hhv4WFc@+_i&Jw#feXfaoDsm+SVxuza)T`0urtrd9i&GR@sTF#|a@?F^B zEM@ZTYN-pjct6PSyJFJRrVGe-odEbTf^osPE<~}8dAb(DlRMNPg(}m^20fhP>+4EJ zQlW$qT5Ov5ObOFj^%tNc!C0AG;q&g>xyo-4l0f(`*chDMlXj-O8j~d`ly+v{Ki0&r zY{EQ&O^Mv#_9+rQS0~Y!n~)qPf)Zw^NfPM2F?mN*eY%ztpHc^?-Do6dFOhxWp`)mZ z&mQ?4OA2JXRpN>}x;4G7LdUng6yFGkB^cuFun{KJv(DDZurfAr z1$*tD+pUhM!%4iQ#LXKAyL~W}NrKw;it8&ZXx^_#~X8`c7hMJ@HpCwz-2+2>?hZ?|K<&Uwby(!@! zEi`Z2jZB!@q7S*Ts*)u;U*O!N8BZRFyN*;t+Ip;On?Q(&3YMuclsS1u~0X0OlKj85QeA_5@##G>*6lJLfaHVl+IMF7%>lRaKt2tS+n6P zP%I)DmhX@vSJtS}v52F+atQ!B3kKVx-S=5ntLun&HqGz@Q$$ZIa7yvLH5tb4ab(Sn zQ62L*B~9+|OQEKwP8_$7vzvcrAtZ8#HTzfe8O2vM=Si&XEmjs1GOFO%F#$SJK-eDG z=s`698ZoJ6x|S2GFHNhApz661_9VMN;~N~bl70r@m21jsmSafyZ6 zwGoJ>S}M?L*79zZF$Ot!DO+a|=$Mskykw(kV_J#CZhb&qrUWTJQ^{WTFOkGdNPx8M z{703x8uhn7T7gakNohn z2m;z?sHScSPFmBkty_r1tcXGN(y17S?IjTyTBxh&7Tjl>o< zB4#!Hz$-f&+8exfkV!$PhoCLP<^7UR`MZGIjT$W(n4#vSo$VD8yV>MF zP6hhNUi;0MeshUwrp=@r058VtBb3Oh%oCq{58tg3e(JE2`6k5TB}lENR8F?dLuF=) zs-VNqW2cG_%vKw^T-r-@V0@tM6Ghf|NFriw4u^mty<;TOzGF@RJ*-vmRmFBJbD~1d zuf$A_LD{jt^)papC+oFtVTBE39N__`Jz7IIsZ$&LI2-=fo)Hs?8X@9490k`h6esDM znZJ%jcB|@wwzv@%YrnH@7%ACMBVE)j?-CWa|lt^>b>7^xBO+=R4e4-JyJ0W6XvsEf9Z4F0*}(GbTZxhGwIh zRVpEcRTbDMjQMyXjag%{vP+nCevXIwwTzZiAo_?<4HRBcQ$RqcVMOzgAOdS9Fn(fX z__+(R{)%^JGjOkHMLe~67zlupvO*-fV4n~bcB26sfqO+kl0Z=zHuS{AMok-hBjwey z_E9w=%`fRDG8-4vb7ohsQn%1dky_Y#gkbK84pIz5B{G_VToA<1qLm#uZp;K1Oi`C^ zM|fMHm0+P7GY4>bB=SJ%ka>k;r&6Rp2}qXJgRhWx)WH=d!;!5~cvndRKYAKmjA{B9 z-+$L66Y!9lDyVHXs!E&_3UNM9TXw&IVB?5c8!-SCyqFRXK`ZVXrYd2@hn!1+O+4yf z!3(ZLJ9$35_FHHiTP*`|wHsvdTp`hPDG7e*O6`+151pTD?9%dj{irbtZxocY0;URC z_UMsq8aDCHzwba@WY<^&b`WkOFeo;K1FzbpCxQf^p`q(Bce8}G#0Ezx9;>$PAGH&& zHV^fvcOMECZ8bdWtrfc~2idVmgVGjN!wJaSt#s29UDrVZs54zF5Grg*B!cCwAlVZc z@CP6-=?M!hqt;H4_{xH6UexX`4b3Q31NlH;vG-;pWhYH4epWW7!0Uasz59c!)3r$u zp*6u{0=TK2W526^v1+|&up;h_TX)AU1U)i5^61pfVT*dZtYdvR6|ZzsIwk3eF9;td z)D9%5JV8L{x0ItaSslf^_4#WW!@!b+5W{2GTnoHTHxq)QI;yfs67(SMm$qV9LA|IV zp~WeATxaec301HX8SN_d&-7J7gc_Agf{b9}7%VHDd8sEA80=Zi9;28|MJK)&>ul0E z&bg|V8A)&QHb;!#+4L-_d`uT*SFqRA%TBAzXq(}@^(Yuoj0%3^-71qM#o`bV=Cv{t? zQDChd`xvzAG}lxeE~mjBgImwYzfWFPn{Y`8WuVd?PM5)X$TU0-DSLuvrxzoCuoaIrr)}UAD%JNzlwYMPuZmA zZ)ML=3bm}Dkdrp9*pcZbk3Fps(>VE02ZsS*YX&n>7wCwxx?PDL*6fVE02c;>BVYhq zaw);ghO`XFS0kc;4mRN5n2J8TNA=Qkvq?lL*$#Y9l+yK(!;~rkoNXkHbV8~-%5@pW zB%LHz0a>%iY3#g1pL-9zENl}GBoGKPZLie0!~rHuvh7iPVdT&c4u??#nJ*1&z_9HY zRTjV-VPXA1l#${PM!a&E75fM$;*8qIZoJ0x7}mPqDLK8%l`Lo3%Kt1`*H1L2y*QE| zxo@?Gig|uS;NHb}VDh=^`f8@`ce8<8Gr1b<5ijCUn4Izu87X;daj>}Z)288FxVi!Z z#{neVTepf3EZeAI@hSXC+1L8wKsAf_DLtQls9+TP3jD2zhGk=x>9za zosRgZE+w&19qWqc#;!BfxanQB@22ZS0Z7uj*ODWPxFC5-Sdd@SaLh<`BrT`k(JaM7 zpE_K@?jsV2U?0X4iI=3%zF-oD5*}7Xyw(H2(2Vml8+yPNcqZ_!Os!$RYpfB&WL6Mb zYte?Jj~3m*8Idn^1Z@M0X=;FC!yd=hC`+pjXIP*=Sgm5WBR>ePEQ$>9wB(eI$t<%y zD!^1MiH@-f!N3*y3wyTF*)YUGmc;nHnlQ>Ha|WlOmtXHwq9XH_>J zlg@IVNjwY5 zCDaqQ3OhK?(wMIUchsZqX+03GomciT_Sv;~S1Kq1cahMhu{)4}Y1MEf|{_IE9)|ngY6t7S-w5-fRDEY@1B z)_Xvn{}j9r7-c`DQdVXJ2?8J^uR71$oTbLY)_e;F^7pQ);agSFa*Qj^Qf}Ghv52Y} zN~4UgGi?r~6OL9O>~DV;fSye4YJEarOX@8g=;Q=Bg2uCo4?TI52RO(ov#2L&z(EZU z`U@7|DVvB>X8PS2e}DlI+3O;{M8^T9&ZnDLAZ|BJttVfz;t~bTw_zBUZnzN2m2p>W)3HH+Lql5Wfx=UN=5wCS9GH%3}tU=yB0 zB|L9CrRRcB@WI7X+6U}3P%4xH&`vC{=~ROeZh5rtLAqOV%2r+NB^ox03+vr`gIrf+ zb=4pKLG#%F$zo;_Xilwa^oKACYLx$Eu(=_5whk`lnIkS3_$aYlP6zq3j`-^h{hwvS zMWU?TR{WbS5lUZbY#`!$ziJZ?{Aq!pHkuRp-mM~zF5G4#P;OgUnU&m>w|D&NN2=v} zD@<#HRy|uiSZ_NaHW)Pn5xLtOhEh@vxhcyWri)U0K4iy=9PPBPUdl5i!kpRdRbLYV zI~Gy})t!XZU^>x3qg$rjBFFj}U=_Hg(`AFzYo^iP98ON{9U&{XwV;S|CSUyv(G;|C z4JxF0VSf8)-lp709p||u2`Lq@2W|y&7Hw+@-3SuAm&tw+z&k9ug{3|b$jSID%$Urv&Y7};} zE7T`JR@LhaI4hY|&M6Y7cER`CuqD-EFkYcsD89ZNk(`~Xvk4wsb)13OI*^S3eGPe* zqx2PPbZBDRUw-s{FW2ESvAdHH8#U2r3R3!xpZR^2?EX|Ucf#cmlhjvv-TPi3=>lXU z*^_>pXK+Kw6r6aL5#aA!j?eC)^9LOk$Xr_YrewTd0$(&XPqGn%FFM>8W0^&=H;#l6 z8X2EspiDp7=-|-3>0C6+905C0>sx>)UA0?4diF88((#c471@eR)Tt9cU#u5Kt&3_e zktAU6H+7x_$tjN+KpP`-`UD?a&SFO65In2a?d~HpW)uco5DqNfZb*xI*9S!bU@4;= z4lSB0bP~VysAfrwX>7mXC!}lLRhb00G0_njbc;$XYaU|n7UiH-N=>Nbb0_qPU|74a z$&8^#rzMK=4q-C9R7URMiaYTwRbP?s&Gf<=r-vtz!v=1nPDLlr?p=lJfbctoSGS&^ z09_=_*tnB3OTHh?(Ze;INU`v0b;fdgWyFG+!~7&9Az@7e+6SV;v{Wf;`J&YKCCO)mc`I zrY4$t1kOJ{g1vY-lOZ}jZTGpw6t*JdA0t6I08@qPOXK%sr95zM*4?zq6Fa8LawQA) zX#+i+dGy@_FM9WdrX6Z+03uRU8t5SEom5C?T?Mx4BHL25jdVKsywSPXG~MGudR$Nd zG29}|y=7Y`ExZtFp!Ri*6}-&aXgtFVLfI_``R9b<_N^r*&n`%`y zy#NJZS4U);rx7{z)+2R}%~)#!InXlRZ%~^J&%RicS217kQ}fv3ujd|sEQMhy6D~^+aRPq ziW3IkZC~ctMqU<6p6gSY>`#(vP4{+sI*A;?-7lJS)zpb)hPLBgTNPJ`A*xu!H+OH; z2)zJpsUvz_i6=MZX}ofVs@Fb%&!9jAwsOR!n9+Pqq;_`bj=pcQEBFR6sNZl5XX1^q zU39)~A7|GZAkDg;nzxRUqA0)N8imN0qHGA!I*<^#Z>#rLYE}A#&}$dld(+~{SN#O~yGPd>dbC>$bO3@gUx}u}pN|S)C5VdHGn=mVs+o$N{G;US|Sv@mTqocVI!Q1*8x8kvO{opRC<9 z7si|Ac_a(5fA*2XA<$ZY}AMQj2YtnYkFf4~82Fnw?JB4*@(wJXiEsNGiE08@>38=KKUvLW)t zYi>OpBxk8#wxFZyjJd#OcuXj|NU1hRO)Ze|EE%gA&TyO?<#%dlwfI7d17HYzH@z_{ z5d{eH0kZ37c2KwdcVqpn0fukJs{4}8q%DvF9mpc@87P?2#4=Yp%SCS@XfNAWF^3$t zAg_Lk$Y0KYQ~fdMr6zk+h*0ugouSMHgA~zjtdl4wr#_L1_%%~Hh}D&6Y=FZrl6FZ3 za3#mV_m&-s_ndlsu)8T0RwZlA5@Aj{t<6PfT5y(5>V>J<3-YP?Yk8=^)6HSBHa7v1 z74w)5nGGNK3N--6ZlQ3*=uP_?cCzN~2jxAjnh6rT0)4f@NG?ah2m}2dhJ$RU`*$eN zM?4e_)tP45bts`noixI2)+s>+s8a~sBIW#Ld+Q`o-Po`Q`Dsy*H^DAfCKEMkwctpG zhFZ?Ks2sH#!VA%6B5IAbpEQ_C;mH;x2%UYiT3DyeH)2QO>Oh=dTiiS(#!!Kr%PtdH zO-SZPc;|%`40=?REP=A$ZX0H)aUxEpQ(8nK9Gdw^Ja}+$dFKr?*xSCvmNbgvuu$ha zui|OovIc^(g+=6~E@Kn7-Y64+K~+Cb(vY%3=ulRcM#=NO;=r1SA5v+pWOJMU%P zqgyf^2MWt_-NVEaw_spZe4|~M$LzgTZA^F`M%dC%A6x$zR~||R_lF8rW^zxOd1y}L zRFzYzEtby4G%X3Wbz0;a+I5L7^f0E7K7Nckvs9hWS`=Co*~*CYDs%t4?f^l%vBIZN z)A@wB%2y;T`0`Oo(UtJ3?NSW}LV@BH5|FqvC#F{SZchzf*EHqQg%~%e@EJ|`G1%y* z6%}*W2#fB5&`Vn%Rp|IXpM*c4XiMaT-9j^>LaO0LdN!`HaF&9Lx|5>9zZE%>9SwFo z6PE*8H0YZ8vX!W!(O&dX1Grul?0CR_-8?w4;ke=2bsG|i}WC#=FxUA8hXL$ywIMqY+g;}>}OZ%%%IkWn^v{gdh*N$Oq}n_yyo4p z2y9P;uoJiK7E*npnB`e15Da~XMeBG_wQ!S$s)`sJSVKsojKa}jE_C*~Y`xW(STyrd z=vp0*cQQVaWupYU-B#;X)Chx7iwRc12=<+spwh`WBjQ_}s8sK`rZJOxv|HdO?&YI` z($dwfpYu_em_PfhfBxKg8Yu{7G``eP6Uu4t=De|NO*kTmdt_u_BtU96!=fgn45$=> zXCu>SeLuBJ1g*cB48Yo$5Mi`NFH{Am`&M|#UN%6m%2qV^uxG8CNc9oHX;_EhG006- zZ6jwTN}2vet!*kkS4F&j+5I8Gh2E%uotw5xo8LFwm!2J{l9XQYY+Z|G3&o%?S*k@! za+yQg1CeeO9;pK&l2!IX>ShewqKSOR1X#2$Q4{*8q3^x5cGB2@IR<5Qy!VC-5$i5k zcOrY8QqsgopjvmUeRYj8kX{^~|L;z!)q*taR5q{KAR^x>+GrY)(A_3)Y8sW3qsbLC zTE1dX%h#7+IN<2jxt>`f$&E6^f{=QVSd#TXxp1Q6>P+%n1f8r-k^bL!Fv^l8XMMtQyugG?S^t%~lI_ z;)~`iydUOv321Ow@E*zCa1@B-s!vk=)~pGm@C-G%==*(!gwUYC^Axdx{s3c79$IrH z;!WJ5sRUbV_iD;cJz`LYAR*=X zdJXQJHk>H-CMC-F#_CXRQVi_aL?Kub4sPy@>s4DlsE{as)en7Hkv?fmficxqeymS~ zsP;B*1a57gxzf`V+-z{$r=p%FzL0Z*9`QgDpr<6uzQSlC1EP)5r%udz?l})*zb%q4 zmE?x;yp2cS^O`KU&_k6(A0?^Os2);zU06VwrR!ye4!XP7W;r$E>B6iqYDC#`MFUl3 zKf1!?YyfLq@CL%UDh`2A^kPGgLpVF@BZ0JSYjOwM4dNLn0bpw=Y zLLp6{WLsNV5)I{o$U>lK}b$}ZK;t)^E?ZseGRu{q;0ws{unCrlxJrtx*+Fz z^XyY_rpSj-!qEwb1yKrQjOFqO)dSFjFd0^q99}OFlBEu%Tj?6cnj+mIztxvL--0kB zf;T_Vj@{Ogvg(-?R_=?tJCt$=!eqWhiUe3Hz-2H$-$XkbpO&k=UxPaowqw23S=(#A zE_cdk*K{ZbbiKlMgD$pNu^_$-!rMC5Hzx9BLbks@M@;<62}~0gvUFiggcVD3*WSPo z*&U>*V{PR}*7Vc{PHw>Qp6S*$Q3zny&?)%7h{BO?Q;$wk5?^tx53E@+i#^uBTJapG z%>B7WHWD3?0DJKN^3~t7jJ$XT@`FuRkN&SWi7l<+{(aF!C`B-tmVjO6I>Iz)ktLaG zQH^Qh8lLh)?5Tfyvj+HX36p2=&qA>)gN`uPEJJ@&|NE$>xetB ztU2bY!zA8YltPmURRJ|CrD{rAI@vy3jcRZh8thp0@&{cFYm}-$&B_pcRRGcI8OZ@N zdaQ%=HTVw9YYQ?=wSQ!SjM{T&r{k}IEYAAit!QE`e zCad(gPS69}ma6GYFBn>TrNwsX%3goR!&HW`C?Iz(qij5N@BLV zx?(k&QrzUU!bUZ6>Yl4wMge31iL!10$!T}q?xKofH`+wB^Z7)>_^fFeuj+qzrkW>P zXK0)C$yT1gCz2qYnJPA`_f*JA1(e9TvCVFcz5v38R;u#!5H}e13J|i`H3lZVZV3v$ zb<=Jz@E;jY4=k%&>DP%I3)^t*Z+~S8+3C2QbM1_&Sf@qxDYBGY_!cNto$4*$m#4=N zO1PdfS;00rJO(iTLndv_ax(DDVw~`>DfB)^;GS2`ST!99dxIussqD)R&8q+k4*RJk zHp9Q0^CS7noGv#iZ0cw4!YZZoM1s`xCIYZQc-?^qHlmvpGa)kN)5XF@*(nrxi}T8x*~xF4&dIFhKy+Yqh|as4=n%l%SZT zLLLBXAosQvMHjwK9{JTA-cZFmxJieu5Y2{4rwYIY7|#2%wJkE$P=cS^%Qgt9bCT1L zNKyTga-k+da1``}@$^Ir2TZ`36ASn3lSO5@4v|9`rh36*RR^IdfOGA*{J6 ze^e07Md__T(;yjGfUr^HZw@0o_L2Md&xE?hOa_Ff@Xa?ZO1-Mk;=1-evZH zZ`@#0gx;uOTcXL6OirT_pL;dT->oaCfsQ-483tEt%%EqMUKP+)e(fqLL1n(W03^s9 zNS3eJx~n7xSySxLt!}Kd1~S8etL^aA*2qAX?1`Ff4GojHNpdkOQuetB+R{L_SH`)9!d(D9cB8kVS#<(f#F zS!fL0NT(z3_3(VaDNsjhW7R`QuxfQ5{Arc?}|B>jkZ7pOklK zVRIa6FV&?=oQJ`nn>Qk9_xcGnUQ#W_X4dtycP&@dHkD`yChubk0}eYShk^|LcAz4H z0iU7Q4)-3&i83*3SDt8Km>xqQEYC$nEB&kYqH)C?3>s8Ms>T?L1vSz0$~=)?+GVFV zUd|4v*zHPxZ%D}1vh&wKY2zX;!QolXTUVJ)92KmF6j!!+YAC0^+FKE};u(AwYEVoo zJqfEd<4~~#ikAzHrJ6UjHNX?gWoPm z@%o5+jsxkZJH0+0RC6WvLe9HAR$?^34F7ft;(N7OQ3U+)r}cWZz0lVS27K!t2M;|; zU0L}4BKf?KE{?sqf3gQ3ViUb-N0&W`4|aqTUO3RJRz@A^kfjXjoG|oyNH24FI_6`U zG$)yUmo+a4_d+ek+>s~^c(x7DT58;MTj&VZe>_vI&CjC_(GSpp$&FQa9!?Vp)|Vh- z7=F7l_ocxhMucC06z#!CT`F_?P~`NjU=(BC(tv>|>kwKK!{<32d9fW`nJk>M8)8chaB?5FoNG9r@Eb9q<{9kemA|o*a(%#+@ocePLys zAZ!n7%+lZNm2r59ZY-%|WgeX?uDCX3(Vtfs5w592qFjdpA3I618k2mw(hC5owF*}&X0WhS($qv#1yGXZOo$5< zerN6!Y|<=P;HYQ;AG0kRs>?>&H>z?T z-H8YfG)?pHFf9`e^{{5D#DC}o2(e)n2I`ZTo!&^S1&uM;Fc7x3&97XO5$uN^I_}aW zbZ4_(_r$Tyc%sloTQyJEH_u*DStNn4--Rth4Q+=}Qi4ZhhI|@;?|Gp7B_(j5Y^XAa zSpC{HeYz$-xYrmxVF+@&zT@M%MWQi~K0Bj-uXqaJMGLpIxXs4f$r{c zL}!vfd$F*k~K)sxI^go+{vyU998BJsdb@2GS;{qWfT^p2>j;uf`-j)etuk-#E6 zqjgaux2lJ}0tXUCk71ViW=b%Dow9&*?;pX5x^iE+rVuU1k zh;}a7^$U(V^rF(xeekoaHiJYJL@{&Ts2aO-c(O1Xk!p5gK$vTeTvf<~gXU@I6}}Yt zv*tbKhW0bYWp`pYQ$w}41=tlXZFE_cy9l-vtExAOli$3gC#XiF(=@M%knl@b!wPI+ z6}MYRXar%HwPjmPWA-Leg$NDyvp4#LpD}ZGZLN3S`D;$4<321J@qJ)4>*+?dp+-yv1Xw-Nt$(|P{f5jg+tZYkFS-CdP3+R zl2;3zT#0foip03R-)9i5h`EYLxC9}_XxMC^@!+k94|9_a484%EQU^NgNfjjIj|k~g92yH0Td|k3gt5+NkE2+R*n7ebog)fXHBghuN=$QX>+m-L42pd zbAy~FP))k)U`iKk7UjGStpJAR&LAF$^j8oOAMSiLQAAWm37n2Z4zO-$8H}T0KLu-B z*wpZejm0uL+W|rqC^fHhD6KnJ2sFKa(2pgGa#yAGI#1OYV2(2Ypa#H%gIU<$1B<;O zr=#Oh7O90p|F+1Hp;8AA{A}}eWbIY6-N1nFK;Fdz|6~9}T~d@*kH?khjN9z(>YY@} zMspE&v7R);P;B-b0|J|WypW;(xPc9En`X*xqzkhLnCc*I^J^(*4_O;_&K@m5fmK;` zDBN#s3Xn9>a&b$N{z)x^Hj>?X;Cu?9BVX#;|WM515w+{8yU*2BI=(6~jMF^27qbgM9! z&!f51Lg5t-EaMaX^jUF*Xy2|||9LOA^iD3)PrYlAFVLz2RVk|-Kwu&Zl4sTD-1*Db zzwk+h1VjLFx}9@S(@l`Jvk5HBBa=YPL@YZl68qkT(O29cO(faBsIu#}*X)AxmVTN| zo{FjrSNWMc=`S9}muhKmolh&_51%LVH1N%U)I0pN33WVIjV4Gr{%$UKM-J*x#d~_= zfnl)$6brc*V0wF7>bW7vz^n`xiMFH~e^pL|EJz?JI=d71^(qKj_X!Tl=i7Ad&a%Jv z=9@pPg#@eJImJ~nQOZbX)TAY;Vqr20rMi_g8ts|i|M>AxwPG=ycj>B^Bguo8#*fyz zs4=D#hfaAmsP!~a2XbU>kmbcsYt$++b4}gY`mMUg!0=ItC(Z^~uFAuTc*7%Hvyf;P zQ5L7z;Ac)=6|@!qA#C{vZA~2(fG85@maRaUVgX)?c02@FN!@$KG;%F)%_Ozzd|734 zMZ+-G3@Xrj+lcx0FGWJwx^r{9#!SGj(w!wdT5*o=s2vXhYup)N7^TMD~j_EDl;w;rNPH8!{ zd#c8Phb`<`Aw`JeAkbLkVQ&IJHP=t|OgA8+H2tbeV8>oA*lB z>Uh{?p*%BY!HkJiSRSP+@_v>47$i0E7I^}~W&>e!%!0~oxv79@t5#c{Ou0?H6fMYG zONaY9X~flkN(B8f)1XQP@pM0{7$R_u+F44~Y!jW1FL_4a<4rg^6HnBxMfC}}wm55Y zcN*>!ovW=DG3Otj@~>~JBv3{yhUe9!Z%{Ki^hs)ekFu3bD(&4b%B!veDQ`tRNft02 z=R2}dBpd@e@F|&dtA-J1nvU7-n|ZcXHr0&?TC3b!EkY~%eYrL99Q{Cmq8I<2xq23I z5d+cv-rs&_=7R;om(&N%86f&V-xQZft3IEh4E4Jp3Mvh=V0`1M3b6gb4*SLk4k`wK z^)+&PUn0U>xqE3R{9=W|;-stHrqQWn5CZ9N?uTsaxAz)VrreN2F7`D}7OU!V%n2}< zuNikbDxrlYK$Um)UN!OBmQ0G*H$x=`ltJWH4GL!iU<@U_yKzqiK^e-1ZmX&W$HeJK z8AZbUN}sLT#`1()F6f9PdXjg{ls6(3RLym5gLkqrv(0g>l;l`;wFO3|ri#KiM8^lix6$5;GPg23N+i+jx6F z)X5pjTs?*3q`{!J$i^E7bl}jtQiR4OzE}cRTXrBYc0i?%!409xdEXO_J$|nvLjq3f zd?eMw{PFr$)aKLYLH14FAQwR-qBF`EwyL&!<>9v@IgZvbw+8@!#ZvOL)yM*t4 z8bIY@=D2}6BWhT1mrB}~9HmJr1*Mmg)Jv%H->FL~HrH{C%rlOSE&-op)jKeWKk3d~hI)`dtTDs9L!A0F9zGjB^{vb^yJ%s^o)j zjf2?<;(}}TFfLF#&5PVtsxD`V>LjrO#;O^z2b6jFqG*uW#4w9l5-eGO~b zG`rRhp{<_KNNS-cZ9s!g8kZUxQEVxu&-57K_>xr=PHD0`ZafEkMbI7rQXbTYX_~9V z49I&Ar6J6Gsgx^hQPoJvPVus5%~ej7DV*a>Agxgr-0&(spH@5A_HJk;9KEMJt2`52 zci!Z)p!uR(W9xbr5K9Q@t&c#Jbe!B>7@f2=B8h_3)f_gr6rm7*PGRjUt?%Fo!2ACb zuGk{EF>s@~g;rUx+oIW=MG&JV!FAUr zZp8+AuqGfTU+sH?VKc2r+WPt^&cr#q@hr!pqrw7%E*JLqK6&sW*!C&lU6aOEyi`ME zcWJ$8m!BcW$+=z%{*bM>;rfY4#;7TT2BV#)#Dd+;fwz zLSvaDmtbsRa92neL*b#WW`-#3KEXZcP@I8@f@hz&Uo=B?mE8*5n8B{ZS&QKh+64W! zW$Od&w(cWVSqE8fmuPL#WAcm$=JrpLNN26yCh4{=+tbujQf0yNsl@nKUZm6X4rswr z(eog>$NEfd_F}3~v=U@vl;bw2$YM40!YZrFp&p~9g|s~5R*g#-ZZx|-_C8|ma8pTq zd&}O{FsT@zc6WeMy+O_;M}uSm$T&eZ?$t_NRu9S_@C79Ru#ir}C1AXwYht4mqH~E2 zY5w2-Ld@BIc0mA8VlT#ry_zz$L7*_hyrE>*#G;T)_7aj0V<$6Ybsxnc|zex5OYFF)Gb0(;gQEczTor2YrO#cqKAs+$Sn+pQ~X69i#FPa4fDy zgDO*_X0{fcSaBK-vbDSI43#osDul~+C{x#{-mzu?eXi54I>S{}*mzG;PgK6qG%Cu! z0gH?iO<5ygmsBLwyt|X+#RHwBLLw>rqiHwh(@+L^lJUKyCK!b_F?GA{-LO?AnjCmhg20RE7D=WO>?zm)uXT${O%+0N+>0zs2(sf$md`&uc~;$NhS9^jIhj)26T5+@*pYHKJS)$LapbzqHGOJ)r zOZrY>sGqYz^<6qFS6DIqjy-l?(kRBpj~(5NoZ32`YQ(D`#^yE0YO^jLU04m5-!xo- zAURczD(RXA1nc{={ln2s#7R;Uxh9=GOrJxMV6+@mK~~LmV1OnBgr|#4D!@x0;EpCt zcai3&rjd6)l5Hx21sVjgy>@T0y)T5Dj8Kk=+yGQ-_Z9W-1A$Ur*Jc4F(MoI@GN4f| zeFCqjgMqbmFm6GXn0w=G(B@H^ty)Vx9+{qfgav(KtpN6tdbJQy_Os=Q;~|zyLehaM z2znYQH>?gIO6%a^YBFwW3Xtc|jO=hDW8O7v*Dmbq7Lx`Pp z)INa7o({H3!A8uv#45y`k)@DnmE~A&KPABTK)?{~sa%)1c6@qg%({G4MiTqExV1@o za%ia`vC1<{_T6DVXAH6YOncQt5g@aL_O=w!e*^}zo=c8aLV0YV5Jbr=M)-pBlR_Ir z89uQ#Z4$A<*ex!IDmu(#;r`2adz{*lWgHtQ?@(8ah>rh2#-Ii&mMl{cw=NY>0NX7J z^%bz%%tiP153X!nRnyd4M%YLcsi-#!Y7^m;&GgqPd%+;b&Um`02lbOlF+NDS+j2;? zbpgsn5j_bckp!;kD?`7Sb>z-&sMrPNM%}VS(>b)y0^MD8T7MoeMYqHx#xlQf{r`Z3t z#tQ&6;Bi>>dqseXWqH(pcKK!`l-)9gs^c_!vv1l1+HQrjS9{9J1Ux4Tm3_^qrv3~; zi^$o6^|8>_3&hdBp#j6He56~58xd$o>85U53$PcyVnEy6vD(&GR>=rZt<|+;Q-<(S z3`p*F(W@;@K($w^DiSO?qGL7tF~t(pG>J&)``!ozpZExaIESIc3mWf~C91{PF>CWp zsv{*TZX>;P1#!EO8?HKY3ufEIj?C^$kQ)b~&Ph=F!0rf+b?W$P90Qrn`+|&$?Hc_D zQN~Pat`mnAgtiSnP0wuS&WmLkDRsV-_3wM?QRgqK!FX?})$*WDQ8uw<1oqRlB5huQl)G?KGI0)p^v2g`5DRh3p^T5p_f(ehasKi?QMwYKJ9!zD@iC zTl`J`qE9xkd#DQNX%~$_CEFs+4~v?9vCQ*V@PDJ}0HyD9tSyjzOB&)3PYxH`R~80! zm)d$y7a3_Z4i>i_xrDS74`fDdZC_J!_yZCf{p@QA4m!m7b;Ui6IYmusLgJ>d9nj!4 z=CT3RLfKZ^7xWI8sVniDCOQt!S3Qf7A#>_rsh%MX>2s+tNTtdkYF>XbjN*A zJv!}FTutmE``>0Ac9_ANt8oy1Oj$< zDvxrS)%7NemE{kO*qthq+Po!I9A3G5+w2J6V`56xt|L$Lkcb#sfam9q=@;?1Gc8Vx zKI*>Kpm$M%7EuYD?Vk`J4}CFxNho(GGDSI%2G+zg92jz{)+h*=1iWVRnsW6iEA#a@ zg0x!K7`ldQfRnoh@DPp}ui_{HktNoJz+))m6R0pvfY-#)dK*rz8F# zt=;O-4eyFwFsnrcIk3}b?QJOHK*!|^(c5(U;!P?`S|`v{*@VVMl6C(M;GK(#f{M?AVZhhnnN%CL*lS*IEpeXCxjGc@Alv7rd2#SG`>dfB8Bohfq< zi8RIOYj~3z2M(9Ims^tq=Cu*D|CtJ-I@N<=>Lbh!n%_26S7=~nOi>GAB_0eM=X{&? zG|)^sNO$k2_3Cg8%uXnj?&1@|YQ+J4n-F$U<|M$gq&6ADiRoWssRIxJ!D#X1v3v6x zGSVQzW~O#rpmG()jdgb*@1Csx^*%xsWVxH?l8JFm`xTjdqad5&`Nm!r5lw8MLU|~#hNN5dL&mMiE=#Bs1 zJ3OjGCae!s%o+S0?oBm2Z0MA*0s!O=zTB8EUG1+yKnk6?Rr{`?TJ|aX7By^XNy`L3 z!$8l1>I0&+q}e)KPjA?n3fYr7IVI|62{9dTn>3A`ZSik>IEkOG8Pj7wc_r zqQfmI6c^oi1fi?rj^Eql*(aM4G};2d&9)n~s6u#?M@17z!eVC}s)NETkuh3yY&R^_ zbwKrXK|TS{$9gLzCx;9J_?DEL;+N`echH0T?Vj^-fr)1i!v#uE&6hNW^Cy*e8B>(2 zI6`hUBE*d#g*em7a{MZ~c5V?t$1(v_9Ml@gER}-jK(wFX*i-`;K}9_f8wR=O+f@Va zjIz?)vKc;5WCPgV9pGRsMo3(#eL^n*fGLc%-1zr;IkP%q4DAB<+S|s9>_Y9VdK*&_ z1P+IRg0MRQF#ZVaP1JT~4P`tFrh);0>uGL?*lNr`o z8odFn;&+dR`Amxsn*XaopsMR#G}Kw!?0wxcUKI=wbyN-SW21(vxRP77`8Tnd%xerd z>#?Z51;yHaqsMu5m2P?H5Kpd|tW0XXISwLqNdt5^%2CSYx?7D8y2zjU=u);(wp~T` z{zm07W-Xa^);+tCy^3K3N+@3A9LLKu-Rv!qc~P!io#oV~d$9wC6^e}R&`etsMK?Rl}aMPr=a5TN9|Gb zcRJ(y`Kh^Nr3*D_)UIm&jxL(0%Sp0R6|vOtjKh6GKJ&r|N-gSDUD71XFallKY6Bzq zp)a~(C9S3SwKpr^A2UWH!yzB1w9*rG(ebSXH70LNOKST$xntp4Ksi*uzgf=TnkCB* z|N7=TpA|0nP#nFeaQgsLoB$&DM@d?wu&1Y}P|b`#sV4xTocd*yUpkUWFMBhU&m0Zz zaEHJfja(jqC_mLSrWsZw&nu$Xws?~^x2ca*D}2==lJSxO&wmWlT)0snP-EGR?mK0M z{5lx!XyV}6{F2BD-Bb`h8m@Cd;`@w8lMaaE6fFBlJ>p-V*j(`aF>L4dbM4ag3h^V7c7E2!E!3tzBv3X)%X-TDTPRGGumN~$$~;?Cuh z-SX#b#Qs_*Ct+E@dfp6ZSyPy-nqzPLT=%gJbt!e&GMx1=bw_qY$(h+v}T%JFmXnBq_NQqLvX`Ct_TDh(}_9< zFKT!a0eKKf@Q?BM*?q8V@49ffX9M-Bn^^UC2UPz}{X3`AE%d5;w8l4MER=+0PpQ`Y zSR!!T7^^4b!ByqP%$BT&GJEg6K%W+A-B^wcy-V8OSZ=yG5kQ$+je4gN%Cna5-Ux<# zKmm5N5)>Toar}ZAf9@yvAi~lZwd&?(&cv^IQWK(@+HzPw#xLA@wU=H% za%;+9LyJnvb}iJhQ*SL0@6c53$VM~7tfZRK=72%=Lmnrd)K{)~uGQlZq`hcH3F!iN z)yWQJibxYLS}4V<)JHqiI>xLS^03&*S_l2w7?xYzwaS)g3mIGA@O`(5rzl1L%^$RP zN=g~L<*kBOu8k!rO)N6nsU0@L3#h$fY8RPXGGU|0TkysMy*PlZkPgw`aunxyFq3#q zN)ujqtn@u?JVYbO2bMv#-};+iw)8UJkWux6L4RLO(Xc)%9&m3+0!YtbA^a2W0@-YS3aV2IYW$zy|dcUSyE zAs^Otu3fgmidfg|zQ(=b=}wYnyjCEz%pswu(y#a9Wf=h7L!GJ$7_J+W>$q(v#~=6! zkWDuNjFBxtLu#`PY2vV9Ek8yK#KwBx8yxy6jhCvFN)er_APNGL&BU67j;-h=G|qH( z@fft;a(=*75j~DpcrnY4$qTwpg^H$x^v)%qL8VG>!^}$++SU7oIz)0}Tz4TAu7><} z;?a%#>`*1`8YE}E9p`*X6j|O8oZb4v$uq%fwxHo_cI-}#r+m)^+KIKv^dk$1w~^jy zg9W+0g0~U(_qFj?y;*~oF+VsItUMA6_J{9uQ)m4litT9C4MwbJ=J9!xCW#HM8!(L3 z)T0!doE5Tbk~*xK2p5qNazWHG_YNs$9a0UK$4vxX(G3#)IGBp8QE9*xO7zj{6}r_p zzh_P8v8ma38po>2#+eyW3S7TYut^yn*B9|i^%9ocDUXgnSJ#c@1E|fZdXM8qGO95~ zt-H6TVr?o{6)NwJ-4RGJsn}3rvns}}$7#(%Xwx@^s;WR6v}2U{97R+VwL^R> ziSMzKeKG-gM3qha94R%iLm`syZWsOQt+FsmUGj0Oiov9~mRBifx+>ZkN2u++4uW$< zQLWX}lz1d$8V0|BKTugolx&ISVZy&m8#7=GLL2*cqoRk4IV0Qm8X@09&Yf|o;<*q} z&LWk0r_^ErZY{!UYj2CQh^Pem+iYrm9jigy^4hS`gQ*z1U1%`D*;wIk?vHiR!!A-_ z{3a&0?c0Mmbf69JZoG7vWg{Q8(P(l-P-`y+dTz<*c;d8Tz?4RF0LcGFRgNdgUfT zQyR-?jy33E#)YU6xf^BRI2D1HxlV8L$BMJ>crtJbVl%zmMpMIP2^6&x0ZK z{TAUq_8;LX2G;vwTM~NHr8n{OcIAbjrYo5bsx-7)jh}yL*f^rGk!+56sWugDd5!9~ zt=W<0r1u#%*X8wkAD)I}llaaooJpV~Oe94o`lKdBed*i7`5xA>mC^wQM6quH5eAK} z_={{_Qq9Z2#+@{Ygi_0Xz{|~bVpM&4YV~Q|nh2mP`)}qrIB^-G!$R^OdZ~Ij&Lk9C zcPaCC(+dP_dkG@1(F&aYETBt9p{)0X*pu4+(5W8+$aKIEV>kQK8H!pC?(JlB}hqfdja9ws=+jo3WQsQr{>Y zG~{fwiqdqH2I53OC4TwV58F@%p+`0W6RuT2GN@j*sm3YrqE*NWTOalWkq*TQtq)|# z7NJIGbN(OcG-kAt8if{|>??qglT9i1U>z-VwlD`lAMMf}8Nhqr3aomGs&GETm?E$= z($e(AjTF3+FkhyLxo`=T*=K#7|JiDq$b-6&2*~+IKEpjDc;e0W;RCLB21R8w z?eQ#1Aw4=hwm>1dwa91z`3PLv&e!v)38~QuyGuVjmR)iWjYfCDM^0mL* zW)7{}h;KcNs-c-Tvf>-*h@xPG!J{95Zk+DQhLi3d9bkM8Ol-P=vKKeW`-`Bq5Zkd~5JYJdq+`Xcgqns`ZZb>A5G-)ho0B z6*ziQmewm}RVieq84~4-%1877w{u}x>0374jFScD=XX>P{E&?DwUf&kOxhI9vHaKJ z=DvGeJqB0Tskj8$1`G*}MS?Q(p`NLV=3vRUr>49O36(=12`X6CnG+&b$3Czo6{c~x z{P(~8gIJ-5b*+X`Y~Ny1h2I*CXgItX(VF3!K7qpbUBw{oC$W_!ygdo4Z_0=79BZor zV*o%-bXFiN!JMW^mMR)Fb}x}cmLl4YXQ`Pp=wGvXUJn@yqP6-=3d9@o*nU+ImNsrO zK0pO|6$Yv+S_}lJDCAk#tXjK~zK_+NK5ZS4QrFGQ(bV@qND&gx!r_;WMp?s!I z;2Ep#lmV<@R2^;Z+5vg+q-?|`KoA>HshJLO?X@J6=Hu4JhnN-!J7^CtNm1U?vyFXJ z?0|Q321+jYOc^qlRZ}#bIL6U^u|jvY*a-xX!@ohsHmbO(hIeQMwYSkW1DOr2?p+k-!{$(>qw7 zv(5ujQJAS-`vKC_(66M`HZm=p^&oKB7Pwh8A#3(1lC|ukAO=?asgUT;La`4%;n$3L z7DN4Tx}b8A{>4Il@k;iu4ni=c%#R|XUj5MQ#rST_W9cM>ekfOJWErM)`gTq@yNO4s zIeO{?nRB!)eVolqU&o^vP^v|9yr5ib)V6dU-G94sI}BcTP|uzM)^QRJ<`A@79t9O; zijliGjdDfZlZy=49^dsk4uNREDAawCUCum`b`YHFl%w9;K-m2N&N^vNZp4jhKPD54 zMpHS+G#RF!& zrV%ccKqIf)XahzIZof0qInw$>qUCDA;dV3`(uMBo$vP(lbF#}3$#j=MM6a_uNFaa0 zjxse-P@s2~#i;|c2>^_lcwF5w1e!fEYx%vxBU#c5*kD;}+X96$QAdgO>c^N_xeT8M z4)H2c%#U`{*rvrPBOOd9kc*m%M`)9P)~;;q;uFx(8#GmvqBn7g_mO0SFX>p=Ex7?< zL#UZ#eWx@a8q5nt$7BqR>#I}Vd6A#^%bCx(C6A-FwLq=C2)DN;l_*2QnH9q<5(G4s znHougjj(Dp|5bR$2q{SR(ZE1a-D@3bUgVcGvg@LsGTFTTSe54keWbJ5m~V$4dsx#T zBOF45$_6P4pTuQ`XlohKA@HOM#A4TA`kl1-FPO2E+lOa^hy>VUdrgfLg#rTyZyNff zW0nkU6T)$512ZCvM_hd;B*04bssI{#!?ZOt#L4Of*NyViT5=$Xe@8e}Uu`i#MdZ9P zumTwZDjy6)1;vCkBSODvglaJl$WHhg{%RkB!JCSh+w=|q7*&uB4~_VGWp@S}LOrjO zkj-K#r+6S+2KvV+C#6a>F$W3m&isH1hkRD$L=5l*#D?qCw+-_+{L%nITwZlXpwJRZ zWp>Zk$z(&*4JdMUg0pd;r*S=zzto@%Xy`rn!)HFELrbo#^bQWF3}m@P-+nWGtjWyK z2z7isxDLCYCusOm9`RD`DxB0(t&LSLkUARk_t31mJV`YQZZbWd*z{4kR4HF5dSr|v>(`G@0-<^ALbS% z+W=~`DxV}5*$FirS@(1z7@<)Q+Ou90Own0h+FHYO?l*w|Td$XI?k<#RoPcFWNQNh=a?8EY0h!hpntB$|QVCLw ztze>8Uv)8ypPpA-(7GmahiVN?GTzEx_1?&V+{VhDtnyE9Vx)#NeRw29TL1wcs36AB z^MxM-8G9SIk5#-Q3FO<$QRin^(MG23EJ|gg4E8!aLd@hMb$5za8gu3UxXRs|ne;&A z$+fgwWtg~-B}lMH`@i!kO*O*bcH5XVa*OX7Sbk?(BHlj*^!9Z(-rSU{B;~QPB z(b8Cxmgt08QWetPAQtcLHrOChXZxNn!+sKcLAm!yI>9FhF2W+6k;_QRr<@_M*?>y$ zyI$pL1cl7{=Z-QoR738Nkt>{j^jAabO0~lGQxtjiI;sXS+bBj=>hRgW??;t7gCbFk zf<$WsJ-kxItnP(6S9Eo)Dw94SxS~pgQ{tVBAl=f##@nM@uod9rBJS$vdBEr_EEo=_6cZbiyh z{OUTJgLDlq1>U|4+x-ZN<`DH+qrIPhk_RhEp+aNNR_~k7*h94K6IEfv&)3uBkr`f5 znQLI8m9=J-3NdDr3y}CEot{EcU7j~!QJ8pDfxGgGz@ke9O^e}3=Q?zsSz^D1^rbwF z>&3JVRW|E54M|wS$r@@Ztmya~F5>CaJUDm4(I`Yn;ecl3xOa-NAlJn-Ct!K6zqR$| zz4*-4BYRZrmw6YAa_-3+M84F>mi2mNu=my>E~mOOKnHFV!L`}_)kdiibJFBdqT0T` zp5<@Ij@1{mj!E1ja_UT}i*PTYqd85&@4!$0nSWwv_{fQ!isU4rkAKbf5NJa^8i;j$ zaf68{L3S8KGLR*@#N;%1r?`XY+}&;7bZ@(e3ZcEM}63GK2(Xumz$g zy#%-}|F}Drtjp`T<4BGqNr-j|0DG57RWT6~ocdR05Q;cFtTQL>Vy#kFlclD~uV7e0 zxAFT%q-hS$UHciEi`I!LKbt^X4mqo_l}Px92qtmNl~eOFKc6E69(v3Xp0fHQ4unkP1@l}XU>9ZXr6sv z+ITg57HHMZlmRlB;@UD#ShDM%ZJwNC_E7=t0WuYl&sJ%WqT(Z{I$3L0+ei@1bub=Z z$^=e1`yb_yVH2QG=SCCYw+*FfHjFa!jD4-aMCFJUp%IMHUb3r0X6EUGrzJG4u&I~E z-Xx7dhygjKn^dq^GKvbL%&8kYg)0(L|9|7^#u8Dztd1@0(!VVPwRGxqyPz^~iPI3q zLP)+l?rRdNmMo{E16qLJ#raN_NqUa0_jnY@8W*U8jGX(9sH$9wEkLQ%z}jRt>a3wC z$~7WN3SG(3G?StMl7Lp&crgPvIU+Y6DS$#jjg?n>5rmS(l_8F>;KSBSAwW){_Rhp4 z3p=alo(7$Tn0i&%`FjQ0w=|4(Z=UZU2HX1!`kFF`9}6~?P{>WFaWvibNyjL}+imJJ zZBeoJZc;}?mVk=-sP`2?KqjSZ*4iDcPQqOIp3PEs*p`F60kHNQiC9pT^=x6MGYl>t zqg_AqCg4m*8n82|Hs+&K1^)hMl0YFq#l>i(=>TR*XHC>jj|(8{uroh{cFT+dWl)-BcYT>P5|DFmYekx1;tq}hScT7KPc zAH{PS@uoGc60H4c7b+RtXGH?Tra>}k>r_9WTdy~OBQCDCPguK#&X(2utO^pVX%-{3 zMv7{Qnq>He0#HD_l<;SLD(^;D^I^U3g5D2V{(Q4Y&&Th-HMLwUkmq{#K4NxO-PK9y z%GlWhd#Bi*+llR%J(J^LjK{|v(_=6P;_V(OZ|JLZZBzG21O`T5W?IY}_QW@sLAa6I zddnLr07ml^)TOd+0USkzCh(&9+MDc1gI`Xm?Y56BFdN8Mj;N?vqX|jVi7h?Y6_fSA z&Tz|yQqWktk44? zp)NZ#=5Yg=F+o!a)k9Nfg%k}u*-@-u7&rN4j1$3s< z-JsVWiaqi75i{73vVhc_c&!##lVuR4B1#0zC z*5GFE!LoCb-uQ4IP%m2OOSXFRv7_02R83e(^{r{zHk2xJU0YMLwQ{Bs^_}@tEtz|- zlh9wv8i021O29FkC6Bq63C2JK?L_?;AfvK|SPGz_H@Dl@lu_Nf%9F4m8o-JuE`zLr z!-Kd8XSrfoIeUH{Ld;TEn}tMWWGyl-WY_KhYvVgh?{yYEf_V!Qft1*edi6!y~)3arTvW~ z#SoTSG;bv%^}bs3n_nPjf%jkNCA@tPHv0KNO|#CZ69pY={>o09QS5}OVV%Z~fi$?y zmAVE;Dpx#Dl9M+2Jk3gy)j*v-NtX*gQdgl%ubxB@GuMBs4Y2Gv? zXsBi~FTi_xO%x2vDz_>e^)(dQgcPBg#rH|8NNJ@~IQyD})80k|-A(KDZVk+e94l+`pt$O|sM}UWEvygR+t2--k^M-IWk1V1#ePUr71YCA41X4*QSINsHvydtHf$-6CAm$#C2_x<0QsAunjXiCh>5@9r~C+4C>a>ulQth->vG#!QF5iRgO3IU zb!xU!F2usq@!u*N@@1!EzI6>sg- z1z`iyxUm`wiPBNFu~9u8GXpH_gimj7UnP)C4J}ND;zryZ8x=p+sf~D!Lxc%4c)5ne z^>#!o<(s7*S=c5Gp`Q(E+bm_K5lEs_&qYMEFb}HT#fwoV@6uGOeiKD#vPn>7Oe|@e zB@SA~fd;*Loc+i>l+p={wKKCJ<`Q=W-Se6*vIX>5sbtjYt%oXfO7j5F^Uh0S&Ku&(c?8< z0n6l!p^z`AZ;5Vz!LY~DEMIled@fM4FN=lmWC%UIv7IkPl@_j9B}W}3)`1vGW(<}J z++6>FzM3;(>-uTDOFa!WlBaz_`Ke;Y$kjbcqg<;+#1+x~L_!TOfk{mFt-4D1qPSxF zY!biG6g-0E)rCSHQvx@>zvvErq8m=4V;JgCbcByq+X%wgsgubYkPE8cHv}xjfe=2$ z|0dL}p7m%>6sh&kH8(rbpz=HRe{VN8swZWVQC~68frO;ihu>KhHlow2T1RulE!TP- z;6SHtH9RYb#&SEklrBu_Hd!ft*q5ghz7qr7+kn#vbSN^+Z;tcvy=|6M?9N{7MGU}I zKDmD~=GMU!4F0P)R6yWS6mW_zzqmw}5BIX`u*SUa9AL}dLOnJ#g z+#QnK2#>efu?fAnIR#G*qlQ}&uGwlq^*s3-MuF##El4kmMuhV@wqJ|Dr=p$2;f|0b zS;LU(O7Ok0p%!Z}V`u0bsWk1E82fB6Zm*3VBpjI;HIB~`dBNsFGJU06AvW=X`Ia@_ zfq6^;=yC5#pSyt4&Yn6H4}e-9O0Oz-Gs9b)?=QA!aO1rm!q^+Q;#lw15{(Y9RGU?Z zQ5E*&-$wC0T`Cclle9u)7(rQV=H8AOMR-teNp(7iq}^!d&r-M|g*a(;XI9F(R8S+Z z&{q4UaLJ%ba|4Cl$o#9R z0IX-2eZrxNw%jEl4n`U#Dr!4^;z`bQM=`7(=MC4uA!E{6pZPz(Jh6Bn$1GstMQJKTUaaBP7!FFCjOO2RnFm7Iy^|` zwznZ_Y&fnx-ZKFq#m5qbN9lF0yp^Maa|Qn24jRlGm~U`n{WTJN3g5X7h~cOa4_S)u z_J+(w0F8;Ir0~CVzW|s~)A3~2b=S)!Dhgsm4#2lzD^|e}X$UWnh9EV=_`uPQ zdIjqKv~GK**|yyfGrGO1T27<*UV!p1wIJY|tScpCQD5i}G!O@=7#Q+RP(k0a?|)mtS3D>`+DW;(!jJtFRe71w$wMD#tX zmeaNkaybsyuS8%Bu#|TryqE{6t9P|8Nf_*^4A`^Wu8Cxd7+SG{ePqodCZM$VX%9WI zO5SlU4U+QG+HVk%AnYg==O&yU`vlWgz*Ft^>D3a^I!*UlpdVp@C za;H`&Z5AYyc`@D5y)o^3u2PxJeM#K5LkW+kn5COv5Ti!8n1Q6M!14@~LG@}YCIJC? z;Kc$2JlpRpkkHY2jePeeN7w?0K-JxYqSBe*3#m2xM0tsVJi82S^fjULG+_fIKB$lO zx>uu5W(Xhpp72ITiM z&7PMBB-@%m$r-A#fqNI-R_1Zk04*<<pG!$TXpDc@eEz2Q-7rx8?!XGj-kHf> z!B25(-rcA|Cg)~+;!#46F7VhXUiMF4+iuv5o1Lm}k<@?e1(!%IqfA>h=d^hOPknt!>HCr@^Ek^@ z_Q(O-2(~-x8<3?{09oNrP&Hz}PQB{JJicgo7%xM7C=+c+l`Jozc>)6+EU|KCMt172 z!!1Mca}9qF18atle=_6iwM|-JMV^uofJoP1E$uSz(nQY}T68lLwo5A<_YG>wkCjKK z=<1GE5pE<`?K}auR?EhV0*Czjo^oN;#a^m#M%%@4oUBiB*r}10EE?p~_=Ot=)TOHg zf37qxON=%Jwt2*))#~PTs72p0YvvLR_EYFuJBryg84wBv#kv0N1$XMUu`$WPpjN=G z$WU3suKONa))Wt%I(8mW5W~jYm6#L3g(d%;94W8{1<_tpAy>(jVS7e!idlP}ae8fF=L zFRc~mr4wIUPNR1b;%xq7H+i1pbPFg0!CAPvRW?tSfR*F(JT#zCBe)D-q^_KyjbW3{ z&cgeaW=wi%x#oS2$@n6Zk}1(^%tJPBs5XV&!=5!HqaRJkSEKL*xRse@h}_czNjCws}L^XH{4BS>1=o`pJ4 zg{35<#)Q6xIGrB1bev)Y{u=r6m7JKT-SH&4%vkY72vFIZ4&|Gv0h_ibMOUYQQk3wa4J4L)q}JT)L=e||n2k(=aq=k;8A-?m zH8znk+2EntlG@J0FqJ*_wC1x)1g$nsIa+e&*a=vA1nTbXJ5AA>-=V{AUS%dh{rCU| z*Evsz^lyqgH;5Km;!fi{993H4vvn4`_YD@C~MUDp?R zalr^Ro@l}N0QBKithM~q-7d_o4 zy~{2;aIdcn8mvNnp>^wXZK^{!ZlwGwm0#ZOk%P{$a{0hf@@n)wURI;so{jSrfG1~x z$FMM46yhQIabv+wyg6%^4Bv!Or3DNP-CG|%v^Ye_m>1(*hqY=-JgN`GR{^6$+T(#; zV(l7q(?B+31A;nw4;L^LV0F0379dsbc0QuVwJ=7IQ9FYprJkg0I@sIl%5J@$akib$ zVE|8Kn37^+Ek+Fos~F6k_K5;%-Y*hn9Yw3Uh6s=HtuUoPM}nJw64!3j0m0_;h5`&mVdppaPm!ouF69l~v8S4X)EfBgy875WX}U%q>`0P* z2mMAN0<31UkM^HJaA#5_sOXv;_9S+RkHIyVXseOWM#uW4+JJr3X`19jiV~C&iHCRzP!U0D*IVO^Pz?yqY1F&47HD~{eLgMp zM>Ng7-s6g{a)?Lbb(;B(nS*-Vp%?NV+o?FCF<+7kcQL?j~IJ2a&UzNQy9}Dd_B5s+zKkzWWtUVx`x3ewQ*3hlYmY-usE?KiqOoXA}vjC}; z8}@TQ?&Rs#0#Q-xn?d+W@52y>-Z2@i+DTw7CN~hr0;H@X0e{j))Q0cVDs{}G_AOGn zQO*E1Bc_`J{Y{%I^t>U1)LB;NzZ_{_lLw3lq4;fFrjRY#E`2tsR(Xczyh6u!HSAF~ zk0;7V2O!%j-_dNt{Kn>08DdHWiZ`tHo`T!N*a<>iQkgGPv{y=N5&B2;Nt|yBM`$e0 z_ANB#mTs+iftF5@lLlDSboJ<#A{NMMZAqw4Z%m8~%x%@TYCh`e6jNr$Cp;MBW*9Yi z+X8F1V}Koj9^(K({siM1<+osa@ic>2-f_palIcc`o{`eM^x8ZpRWazOnqou<1p0u- zrF5To7gPWrJEb5zMdpwmz~hD~{RjkT^(OluXm}7T!0MU}Sh}tDe?OkVFx*)TEXjn7QJ7GH< zjT?wkapqY28mr5a3UIEngFB@ol?@f^5TJgy5>q*D_h7|6+*eudPLQ*EU|0?-Z^j=X zMyGv5EetVnS54-?n^#l2uIUq`fX9(>4hkRi9c5LC*KRNs7yOj2VJ)#ysFfv_&kJ{i z4tDA*E;J}F-MFJ?0UXjI@s$1gwWP-SwVpz{w+DXF6nu)UI}a;*<^`V42`?ic%ac<1@7(1sh{#z?D+w}(gk|F zDi>9<(d_5sS-s^~`57uacc7M3uAw8F){xiN)O#?CR?U1)7_hgeF-46D zb}CvaSwFq5!=wsSWV)_-Z^$ z9}Q?ra?>8qEO{KOz-ri3A>GME+C{Ro zqCg@EEy(ak@I^_3;QsE^s9B7r3mXqwD0*|>om{t57DmCKo{ofuSHCeW#7mpzx-Syv zc|68u-LNP1XsI%fPfS}fP))=Um3RpOX3*?ZWs?K&LIYaVG^A@9 zdmBbFBaOX#1uRU%IJv@%WU5?9Cwz%EA3UOzht7z1MsklL4&CP{^(H~5kR z>&#?vK4l2EpfHrP%!>kINN*@^E=SdQvDa_p<2ndMsb_Ub{&YoeoBB;_@gS@BtU5@F z$kJL@CvJGj(Wv#GQ5IFr`g|r*B=2>92r@7q%&^PnK7B=&&$%xvG95S>sOja!Z zerKtB-Zf#_W0UMnFbqe;+iFp@bra4c$~a ziHlnr&@JA&DdT$VoRFRSmAGcFg>zl3B{qb}NvB7kf+b`p5Z0aDdlHNvw-*4F>IMTu zk5I|F5RkG^7|>Hq7Nr(KT=md?XH3G(PY)5XT2mPL8KLSjSG$PYpoNmzN9sJ-qXTVl=agzRbVqc# zft#QUaot+)y7>R|`r2}A+==F$wdqydWPKns75=Ex60nI_Bhj0?QhAR8^Ug_>h$u)u zC9|2%-P^P<^Zg1yy+5~2KINa0Z_3xb+n13dSV7ngC3<0?xs~jy`@1!hs`Y^@nW{kC z!PRq2=F_{8m6QDxOZk)qXF1l)wrl->+$YcxX6PH!c8(TEfT^LUx>*+Dde*B|Q=r|O z%Hu5#5H0z&JFT*o61u(qG^H(RBoK`ZOx*)1b*kMNuNWaFFDYRb3*$Z&4f3Ep%(RkU z53Aq-5{y}&@>W5RL&Hn@>+;zei_nwxqKs#rlwp6hpJn2s+bdOp{U`;VhY}M~o&p!? zJD|L%F%KQ5$s(H^8v#xxsOb~y;+ZQq(N;MUMXk4hCKGewyjLztPekSDNW*i@Obfsc z3;~cprmfk1?>JUTaB(kJNS6|c+BzOwtpk(LNTUG2J1Jc~22WOI~;F~kXbZA}E>nfL|qBE#UN zW;)LlY@aYeh|Z%xcCQCfN42Vrk`nanlEyKxZ==n5)*}jcM^&sBjS|$eQB|GZSq|xeALM5EOxlQNe-e9+eA&Je_67o2{<{F?qrvga+aCJ=RHKiZQ`v zFZZ}qLt(LEYlv!OdkvSf>Dr!LuPLlL*|&5Cplo)-Zy;_JMjJv3|_YgQt4 z23$RjR{Nqt07TH~BLpCD^$F>CEpdVuTBxkvXRe=8R6}d?=7xHw1AHt}xm`yW6u5c- z4(GGtt(Xiq{ai~$-2z3upI=LxV5vuu z7{)0^Wjx*ymB@hOn&J)kq_(~(0%Hv{XR*vc)RhEsXU-lJ6u}7ft~KgKBsk(~CP%GO zU9p`83c@jR6du5k_-3>w^+L880jfnv?@c4S7rhdzUCH4zq0kwLr5D#``w_HWi`e7g zKrGN;-Aj+6Z~wj|2&QBv1r2Tf`C*!0YCN94Ff`-52C@VRVWE}fLcq{5vS7rpv-{vt zMqL*Q00SdX$2omZc4&4!F^hzs;=eU+@{LNklB@=CXs15PTEnKRnws!`aAi;CVAGeJ zAL&!DsCKo{D`&W)kT5cR$?P8GD_2hb#?j)dG@=GV`SU+Nkc`zLc5wC0|9%bB$f!A; zhbNWy16>5L5gfZGj=TgYqC`Q>sH@HOT)pMd@MR)*-U!f?UXyb3gK3T(*^)xn>#^KH zjkuXNIJ2`Zf{l6_2XKef2~(ZEBW0voT&$~T`#o0ey)==%`fNn%@k|`2`G^LLR5XGD zjC3*8u@e5-@Zi|l|J8%tJmqFoF4jhn6|iiHC`ih96YgXTs>V2!&daq>d{9}7dm$*Y z^hF79O)~>^Eem79(4nD25#ms)b#ok9?9l1ZS$Rt^?#V)lAK<|YA2AOXC+)xofsq`PC{F^>vTC3ULQ@y3YQxmiL# zWoMeSpsZw@pC|#38FK8$>g60CPgfdt@${ks&)2Rit-5^r$Pu5TiTlGGJ`lkB=M)69d6}b<3 zIqWh`VVY!ge1jl(jM>&;eeGT6)tk2}WbN zAPyNy#6R>Yop>hxCBSw>-$|IKk~q{*Irtov>NpjPS=M9tWSGpJo2Aq>&7 zE{v$Grlk5&(nv~@x-BoE<~T8G%rpzswIdaeLa6I>W#EK9l~v1Pm3Itl2%yF04m&Zs zDS9tR8nd-Plo+C5OvN`2qbv9B1fY^_My{VduFX~*x%cQ?wUg=cDH6t9HkSkMPV9%8 zm%V1sH+{0V2%U6fA*?d%@1ARX@U1Y5cbh?gXA zX+Sn4srtPjO6AO!kkwj!DYcG@l`ohjcQ6n(Wd+gtM|SvU5~C#R0VkogjRcH1ailm# z)xx>S9kFWEq`;3*A;4Lp63# zk*;?TVFSv9mXOc)!)7qYax<6`TE{L$C^PUUPFQsxRhuw?Fv6Gl`%R5UO}?O-k@$_O(V>rR$qGBxu`#3%X@Vi(Dpu|-Y(Ezz z+omTszMpXNbc(fiV@R`~SnS7#WEa_@79!KbIilu5EVxJ&G3iEjoq-4{xoo2`TZ2;e zvZePC(;Pc<1X5)N>jkzF&iw7)ZY5M^h5@>Is0h;-j z&J)&)ft1mZ1yGw8dCZ_#W7Ni;EgORBdOE`W3~>Ot*|Un2#;5PhZq;r)#B8sBHY|#c zgeL9G0yGV(U{J!a2U9$$%+^>h^Q9Np*bQOdWX3JZIf;hnp{XJYRoBgJzME z!MPaqC1Oy^kVx92hl{92v=^vo$v$ZkIE4}x%;Fl?lUhWp6nlYaw^8k;vZ1vZIKiMA zvg2`kW2Vtl90XSzYg&m6F<8nsr7NY4f0_B-6jZHq;wlSCv|f$hjcqbeo|0Ou!%eF* zScPLW-LjZk9H*x5$HqLt(mU9Qm{vMqK}1k1e!QL&T0sy8aU?e(?ewN9XRTEJCScFLHKD6QQb~zxYUjbpn2zUwGk;|ovI ziZxEaSPF9ON9NPA6*B+X^E+4UI%Z2gj~r`6LV$7$jhGNvB07xHrM^aj5O_e*21w+hPpL>m}n|g$Ys+l!rrPLk?oNpbOVhdD_3}AMzHhH#=2mLdoY0BUI zJ-^BVp%Z1;cUEaRQCIwJQR1<1ur^J#cf2SGg-jDAO&b09p?x*`sfkf(PQl!V3CoJ3 zbHW!l0)KM~;9#$bPu~js35xL`bdU10uh?}~`#8?UeTW;I40mgsr^Hb@%&0sWY#?C= zrpcP`rO=omD&=Eneowa>>*I6#`Keau!6KtBagd>1pM0YzzIF2QZ{>NOjmI;y|HUEiu ze~|@U`&!~*pYE!BL_|h4$OhqpexrxJHc0?7NcgNxiwlS9s{3lPI_4ntDIR(qhQSqp zsKGbEkn<{+ghICwo~9$I)2`bsk(T7ZogFQAk)4jJC6-z#wt1}7ALrEBZhwo1 z@1`p4p?~Sd2^g>!)|wgGsM?fj#o2r?M@*XOXA`$d2KJaVJ*yyyUA!+HB52aqkMUT5 zrdfKME1^@CHaepA{K}lHn}JACpoQuc&An6_0OMUWo&2%BSz}xR8*`_PUv*8&Duq<4 zkd?IpD4Rn!Rg|%Vtnj$^0+woT(uo6TZ{NYo&DFi{fxebYmp8t%^tjbs0$7Db$MdX0 zy4)tBFVM30+18L4+6X&(E(0pRlb%c#UF+wxSRG0jC_y$9z4nI-Fv>S|LABLt_Tq;G z+rZ#R>fyOtskODOL>ESa4^G{okXc?%gbrO((C(uR6WJx4XegKJNO-D#Ej3`tD-mGg zq9ERjIZBGn0J04?rzj?M;YvfR3UhChfojYdl81nV(013JWyX6i6vF4;x+pa_w;=%P zOU=SV(AtuC5-Jx|h}(i@=tYQ@ zWLC@lh0!JvGdA)w7%U)-V>GI&ox@USiE~uM8w-#IEh>=cOT;UjYEcJtngn8v52NpF zQmfx_OyhYe@=Ogu6eYl=jSP|ZL}x4VlyVe&H-f0qF+tkfYGv01xUF`kO3fjwUaLR4 z=6XX0Oa?&il@>eIE_tK;#-2qB0pqxNUTja7M4!kb+C1aX=BtgWAxofTQ*K(t)fe9IB*(NHa*!IpBaEDo)q^wG@g#f9^G7cd?wGe>8j-+mkmGow` zPB|4>$P5{}LV-@cOSGf{3WMc$S;tMzM?yKerKjuHxH3yJKe~?~KN8c@0kIYlG@mp? zQu)acY=uWJLu{>;2H#7kC+AI6gLM>R!R4)*dnB!~T1y6gnc5q{&q<2p$8znQQpbvF9YZKV@6Cp212A0S+q`y> z4ghsOg=4MSM-$m;h9U$bpv*_cr-!7}hR084TO9;~@U5zY;y9yLVTPNSD(oe1yB7cz(_SjY}qfv9A1oCVL+1i?7mEI37 zM3T>Q&h{LN{y`RnOPp6-GHyE}h6U1JEwg>i;tr7#r!nar;t-Pa#+WtY zQrM-oV?_Nf)%Ttvk=*KXXh8lSA}2UPUbcxz;SF#B^)Lg3tJ5`#9BEs@_ig`QfFLV^ zMPODbyxWEjBr$U@6q<`P01=VL4?8AK5CelKtJ-?z90Vj#z1KuhL$?u6CP! zeP`E42bz6%mTi8B%EJL@qXjmwv%}oq!bWpIz5_NC0L8n6d#SlPD%X-iXgvmhutwNN z+QdE3_Z|>}ft@ogOqY!)%yqSq-meTjA^g%!Aw?gd069p#XodMmlwASoN17V!TqFpJ ztDV#v#~37`i33PW?0pB zL_mj{y|rsfm%kjAE!*$rzluz^n<2v|vsPcv&Z0TeKOiBxCFZb5m|%^`J!A+t5|2LL+c3!ZLv z6e3DQ)HDkQ7lH~|@c85xW2vIRqs{DE$b?8t%1z!*AGY>idfa8v5R=juz z_Je_d%9K?-fuwpHP93qBA2TMAWG88&B1Mfj^}KzK=L(7?Ce%=^m}pUunEkAp#|Dn@ zq}Aiq>5yJvQ&7a8I=>`!lxVQ08#VeOWasIPCcT8Vx{*Qft5MYN9RgDDd7?6DfuaaY zqjoaE84W4fjZ9BM3Lr=t9BLO@MAZs4$-tNKiDDs_O^}|MR4~j7o~ZQ|aNpB43`rLr z!s~)TD;uBO3O^$8o|USO!fSaDu)4J$?Wl;X%OLgpmv9JQ*^P?D^Ft8}#5EGA;_ zoDU?b_RO`w`?kyxNA%z%O|Zd9H>QzV(-X=Kp}4!?pw#GV#tY)>e6KO1%uvp{_uC;W z2;`eP8#iMe#Z#Rw-`Lrfet-OMk+4Ls#9t5C8Npagc$ZAwO ziBG`+N!h?t`2}deB@QYZ_~Djk@3!Cs(sd4wVpjd4g*JOrN5I3C@pZF@g4tm%R-48_ zIEYnUds1|T`qQp=&Zp$Gpl7qedN)cz##jjkrK<<_QM$*|DF&YFg)84KYl{c(Qj4xT zfWJ4E{Mx9KOjp}RA?T=`)>lMkG6vd9-~(1-H9Z|vt9o~$-hh>ez-5Km7ll&>vN)ka ze*l;=5>BY28YqePa$shD$BY(G`PoYoS`MH2{M52a?6)N$ow9qw^_~AvkSMqXG-=ys zp|pc8LcH3R5VmD&*o>4jl}I(-9dA4BXzq$|2;OpX`pcJ8;|i7x1)pj?fI924Gb03P ztGS{*zw;T5Sj0QXkT}8CAPG>?s1ga?Ap!K&*?>fCnz}JtFzP=pA;nM;!l2P%Rrk$` zt$Q3tW$h+DsO4I(=DUOlC#uvI!obMA;CIcIng)&oDuBYRzp9kX{M(3W61iT4R*{&MTQR zEV;9`tg^Cb7R14MaZI>X3Yh>c=nK%P({|PLOd)@Qe(YhF8V~b9vy$o>!%^g|kk1PrmgU?O~v$RFulcjZbxwojA{Ggng zUtbU-CMU@U{AcOfqtLpy+X#5|K_0+WwpPPx5UqBgmzq)%duIR++>E$+r@2%mbo|xr3n9fM_=HTMAK-01(Hf`+k@N#8Yyb?CmC=Svk5+`y z9BpgYmzE>U@|6k&RT+av0&%L^=u2a8!r{(o?djUma$4)8?L6a>B0SXf2K_QUe_i{b0YdTmt z`kwYKK?;=E+@Eqm>Z>YEs6XD^DlIx(eY!+TyODaY4LVWD7g!U438mK9;HHyOZeUmP zXsXSm3YfrjMT784%@6G639Z6Uce zwY3dBeCv#OHvtwN4jkQh6_N4SzyoNMtz0){IZunH-)tkZR%{bZ&d*!5Pa(7!C6}$# z`)Z=@KEl#GJ9Vu&buC2Ffa<+g3Su=0(h-d1mYVQ2OC{2fg8(EFZGt{QPA3ckC-i}w zV}-s4y45fd1%rbv)dex2cOz@BFzTZv^S_Q~#uVyntL z@Ks;}KU$TAH#i$Gth}cs;~GOi657(tz}MbL0L`nH^fK+`+k9xXxqYmeJ5w@Yqei!( z>@zcFiFacmY89Q4OM7n&89;zzCPi}ks!c5a`=0uYNFK{bygdYWcWd^c~|=Ms?U z0EuzQP7Tz7u?797$@4io{#2utKWba9;U~aCNt72#*|YLsMH?dKs=_QvkVK{ZrNFag z6rOdYD*D4?$yLrGQVib@z)@a4_7!z!B&l9~Ay3lkD1>1Y(1xoN4usMEHMG;~&_^$; z2giRh@q81N7qbXDnb@5-r1z#avQH1#Nm$c_gK5z2*4?lVEkHA6qX6v%%G!e!RbbC3 zY$VR6$i5Id$@4u$ti18f^?MrFUR=u0>2={ihiF$zAYoyWt&}^!0;4Umu4jVEn_;e< zC=+>uPrl{=C52{TVAj}@p5K?iP(+p=6S2t}X!dOT7pj|*f*fK`%`-nv9PH|atE07D!DBx|7+b)PQq7y0?KU{a-+M_56MFF}5k%Wm~C@2mxB zUrYgZ8!0{9M@}VxD)Q@CDuO5>fCYwi+SP%9kMeubK}V3PSCK+i(@23uqvU57g~Vz8 zd`Ti`pV4r6Tb59c_Yq}7MFE5a;Lb=5=1|Q{W4beNcXtVp4Yl2&@0x<`?^KVfr5{At z28~I;mzW6}_QPLpGCM_A(v;!9<2gNJaHbcwxv47QP=Yq+BgaL!5J@%1FdW;7g&@_A zej40-Q01E}3zYOl?S@#7a@XFM;r4isDp_IMdOOYtMd4ucC)_|53z2$N4C+tc>iZsF zfs-OsHoQxH$!mhl#HXK!zP6)&8y0$%Z=41GlH)8WzFZ5k;A~`gs9|$LbS9I?!zJq8 z&9y;MOfiIii*qPsc46Qt;t4$+9zJVxop$dMMU^x$)lytra}IaxSn&+{@vFkhwA7IC zw+hwzdM$koqb;a~>@YqkSn)Xsfg;W4(f{&e{q89<54UvT8 zHT$So)`2<?_K&|cl%y{gOzrk^m=`zX;Tnz3^11sa*VZDZO&r0H0^xmU%td*}`r&8B-RJH@5MY3Y>J zVkE5U0MIGuoUAewy|Tn`RId#C1Sm|Dl0xpdHE9DaAN=|3`TP~J{Krn}sZ#gvezzm5 zRIBYa-^sL50hHb7-cLxzXT40c@-)9`1`wx9hr`Wy!3L(MMlK={m@(9xRVPX|4no}| zj-t-@m3}uirT`C3u}Tvx9HaEu6}W0&ORfaSNjC8ZAO@^TUG()uv30mpPH7&s?*qJo zUND1>0xmv@GyoNd51%_^93G_ie7O2-CiHJcDcE?Ef(=(88m0GNukj=cEZW5Mb1MvO zfeD4v+w00$H()Mz3oFv{9r2`akg~bpWuJuo)L26aXxq#O&>*}9>7}gY%mVWliHVMQgh;w&S?D{6 z9ujyELXz4hfg@&^-Ary^)R8;%s({iU)SI1jYpAthhB!m`frHIw)0#CX!=JsYOnxXd z3OM(|cbc(4K2fAzmqWBp{N`^?;C4+h&fez|W||1SFae(C_IT+^h;~qO?x%^bsj)$R zd9NB#xsyAcTx3oqLH|>x+FH3-fxI6PQLoWU;k~bgjxYDU7&7zjid)W|BNE%ynxr5;spaGzg57(j)+Vqft6Jb#fxe z6_%%qJ#o1MZnsg=bxeTYu(sR4XrpxG3ZRsc(fc{S2e&j{Ayzp z`FSz`y?fNM#;F!*iMo+Q@2BTTfYF7DqIe56kP{F8%BJ;RR~4~u1vlbWSsd=9g-xCb z5SV)7rV?-5qgC%rw!i?-X3OR%NSUJmgP{ByHrO-F+FFck*iXskkmMr^Q%4>asKC{u z@A{{V^@p!Tp@z+@hZ_(mW*Q~qkxHA11a;gOCmIV6KDg2F6$wL?fgry{QpRn1yM5NT zy(`N`Qaa2%p`d2H}+~cMY}Jh@0!`@jj~T zxYk+?{tCNOWcbxNfoZQAOnCgva@f+%%w8N)hBx;a=fA5uc7SJfOWm3{oC*1+(_M*$1d-M*R*r}6E6-G;k3&$6z#d(vrI;dgr z^E;sL=aGFzpVwYWYe_NrW!x2R<-qDxSy?+TmB2GpBjPo97d3mQW)0vC1ASyA8lrKJ z$lX2wt(2{AY|hhw4}jK^Vs}ncuO*0)e~1LuZ=R9@>U73LBq1I(nZiZ z@jRu{K44KJB^-K7P|vtVK)n9?{Dsy2a6r zy*MLF?KT%gZ?mizVjV6k7HbXMY5 zCSp@s*FcZRhvc#!dZH@tSV~Px;=#D$X(Ax~xF${2afWch!KTI~BgYw|c3@9ew8XS6 zG7>b{66;$vZ%6mjOKP=6 zt@aAojECAIF)!Gfl4OI2;3i>Y0*7m8nDK$mc5{?@3qpaXm3mRx$^n$=Kyt(cI-7nQ zjB43FP{VFv8V6$&GzK5HWz41o*Z6MIA2@>KMe9Zv{#OSTH|yy;@6KS!H8y zTw{wWYSUiEQZtaHd3+Q`fr0iqpxM@5-6Q#nc<@_0vvfDLQ(%ezVjecO#_xP%kDtw^ zUL=j`BViU1i-(s&-h^?lc!56v4SDgqGmexjbx(W3nE1eURSH5=@69_Z>_QkTboj}8RQibRB0TgcA$3UPy1L1NKelS z;65>a71sHYD` zldU?ZfnlzfH#NA;OL6b^Wl1zz1T*%92&L$Dr*3X+&HdaV{1ni5vtcH`0@J;YR9MQhUc`I%6wz zqi%x2`Bf($_%|h|Q2R~a%fA32pbm!L7!MlV%oLFQHLotpgl{%WFik$FuFMH_g%;1_ z2*;Ze8jakT4*_(DO1Wudl~WZg5&2%|X?bt0#=e;OoH#UcTP5xv zW;enzpH@lvs7*GNp=p#5GwBR3WTSfTFj$_~Aa{*{N)?~r2Wnlyz>XMwA>{U?h z5mv4GJWd`}q%!hJJkPVb0Mry2MzBKoB>^`nnQ?g+P zumgg%X1!&iXDDDZ0kH`oLLXI8c0Z*bNLLLi)H~US_R8N}BH#w8Xwx>7H;G;68Ns@B zv&+UjWk%gELVD1?)g*&Y*1{aad5SGefs<||KdP~Tr6MY1s=z4jOD3O#N$R5y5N!CS zsBsawlm#%wl0PTIlylWsHz%CT6nKwhDP$!_h;_z})Cy}k0!J;E3%Xjsb3P+ujZ|&j z`Z{khubAEmly(K4eIk9mg5}n|JL9o#k8g6CT*HP|t|9`K&{8+jrdUnNL`~rZ(s-_3 zO(K5%{rFchfJDg4e3$hR8 z#1-rKvX4a9QxeZQ?^4L1YD};ljTgWPp*GEw650VAxF!OG18IOPyB8Sss)?IjvfV4K z>L-dlx|T1h-{EfDn2D_M-o8$_?{GXNqF}0d%k*F3UkWL03R6Xf89K6kwLFdvdW>PEyZ5RL zsl=v-?bPzoH#bS#dy~ar?#`AT>yt*Y3Mh3ayHjLf0iIcctHd2561^DgI=;H?I8U*- zZc}78Qj9HQs?_i-=Ng)TQ^ehQqo7Hvqk?NVXr!p%kDc)UT2XJgm`>@h)Vh%2IDv3i zIlI?WB_O29@)&dxf=AExi@a3 zw%fecRxUotH}C;WXgHUnMX4M6_k1N914h1?QPqJTNUv9bwC_=rAkZX%YbKpEjxmc) zR91+@HOiS&!Rj+?>=MFCUt|Y(cv%jA?1;$(Op9}tZ5}>oxDx`{*c&m8)xO43^T&L} zj9?%3-0Oy>GL>`a zFj2q^X=^a#r(;D+MZ0QzVd%i1IrP~5nIM$D-Sfape!0lCP#;AJXWqT5z+lb2*Q%ZZ zv1tfcaU>4}ppxo~(}NQE>wK{nS%MPP>yl2+8kO}^`yl{E|Yz!0@V|hSUHrh^AayUABn0Yt`b>O|=4>+|{zK>NW-x?L05PL0#@6#tVV$f3j-lcCZ#C*}TJ) z0Py`>T`x{p@7~(Eq0EwFT!w@xYGv0u1+d9R_vg#m1aU6LAk(s(R0ThRoP>(gZ{CO8 zCDZPA_&`}k9PtC))6k<+>fu_An0OPROv+%&N*UX%&L^ATp-oeu1s;N@^|GImM)#S7 zTAnhZqlCo|S>W~T7qk(r_eG(vHITXEzMhw~cKdut`2ixrExjU0T%U^cxO6P;v_dBN zox6~u8%K1WQ90eHA_E~MAp@smabq$r6-$C1?a$zY2XF_Rw*rI(w`dMBR5lB4(_NAe zh9L=yw6qSCP=1N;6RlH0S$&q0Pkdj4L-BN2%^|v*#3)ys@blx#eQBglGRdraHF>aM ze@s1C*)CvlXJ}ZhQuhfu)n0&KIMcDNaSx4=sV+z3bpDl$Ldck|O=XP<2W;wWYFqD= zH}kX;iLk>a;JNIBGaDX|6E4b^E-^yB_h2$ZE*i=E&+;k+E9Z`D*lxZo;l)WkqHC=yeT5Y#A0;9`Oi2EEiYpv;y@(W)ekX9bE)>(nX!T z=#vR~T?pYkE=NE()TXh7UPD`rt6QKR5be%V^jDu?2%BfoP&7vg05GR0eAh3ov0+@N z3m}c^bK~B3QQfq?dT7Dgc0)%K)|8{@J4eeIYl3_*9j%5QdGVub3s+SNs6>DEl4gE0 z(W(qwQvgYja!Q@6?LDfVE%6w@XzJlY*Cv&vZRhZ|bMUV=!^W9_(8X>lC;JBNPAK&S zzD&+RbGNBVa?(_@3SIU{I}OD#Q4oB9HVWvR!R6B`!!{udVQD9)X51@PwXT+;Hko7-OZ6(h88=_v(C4aHXxmP(Z&9H~Fx+0NuXOs^8ER zW9VZCSGHEHn?5!1$@iRjOrR>7Tx&i{^84x-vSHn-U8*IbfmC~XmITF%l7i`XMF&7) zCc3b`n^;P<4B%9Jmo&+04W-?f)LrT)ZQP_OJK2YY*)yV#H69~DuJY$Q?AC$>P>fwYVbQTzwPumvM5o``}B(3pDNMIHqySrql` zqL^D_EXlBe^lesi=PnUjbnNo6saf}lGAenb3kdSm5_88P(=YOsn%)EGR6Xq&4UnczdlmXXL~j*%u-pt> zQM0|>#d2Lcr6N_C98?@Ok;l=U^o>!yYxM6NzI79$+F zS52Mir>?|8&lnfj8P%2AOfF<$0HywrK@hqrOurf;TOwdURd#?eZzk^@KI#x6!P}yv zl;o#vgizB3O^HqEp}3LAMM+}=lV;!u0Q)gq_+Gkfzb=TAzm29+iGu z=-&04Leqa~m6Q_VSCg&Nr_)8vOCkVP+(%t&m>69K8=CGkTJU!VJ*$qkMytqv$`IEX zYC_fKqBLwY`iWXlK@zA)i9O!c&&`plLAhVG^)eCNkWg{r(f6RRDhkjv%cfl8X@V~J zPpL*$Ajxfzb|SuS>2^15%x=fW#oAL#M7?#HH}g&Su1Y9 zKl8}oMxbyvvv`tZ$&^w*eUaEx;DIV*a}8sFOw4reS&;z#+62psVTbn?Gqfr}o5(={D@XiO zvW0@GhZZKXv(nXMLmX9huXc7+qAc;a2~C(qPzJ5otg2ur$Z0vftn)-?L)orUl=f)q zO^xh?adv8ogs%))%22qFj08i7N2ArSqAEG^m6_xsZXRsPML;e;vNkQ39#Px%o=ciS zY;slg?Guvqx>3Q1?iQ&k5VA*lf{$7x%8QP*U9hpYqF_zVK7^Z2>8F3BCiP1|i#^ac z_a!RztVXZNnm8$D%+^v0!#vns*EX#@>YZhp^uQ6FY~#?zImf<5a1w!Ru&Cyu|mi> z2Z9trh1E6!<9wtX_oI>CV`1cV`|B@Ngw(Tv;V*woL4muumx0L*C$WWoYIdIAwLCY4 zu=6>0H1Bpdk*)ERo^`nuow#>jtZb^Xw~;V;o~^H?;Y?7m9FA5|RMYm>S$2|+CS=mz zUzws>twJL6e((7p4lOsd9wlloSOVnmG@R`svk|}vU25u;o__N*iGo<2B`fOA;W`N1 zDBRbwfDAl%Di$8ZC^3mr5|A%il-;mEp=^APZfUJJ%5)TvbRVs&JN+u2>79XUqKUSn zWm0Z+Zl{&2nOWZNj5RaYh+ze~=|rp%Z^O6H>i=#Yv*$7(7*tWXg-9XmahOT3_=MTQ zERzydXyEfcVr43XjjbVvmh}_15{a7di|cou;@{N?tk5m{>zXXC30Ffz1MY0EbufI( zVv&AWKskat<*cT*{|=*fD5Kgfv!GGtnihiAbeE#ufpNjMygG7^XdWXAQ799S@&hWB zl)t>j;|fq+!LY+K+oWq}37(8mRyaFvu@8NVyWogS&4P^6Of5B;Ht5?*Xk?Fv0%ujHmzLfig-Xd&Egx+TG6tYsk6P@6GsL{cFm53ArZ@9B1`pH0W z;l_c{M*gU*@-TqdmtHR)>a-qfo)q9pld)3ACP>aB172(!v8hs(kNULsU|F(@pA91j z(aU4GPlN>FAlGSZmWY4w8GN7)dz**h*k@1VM4V|PL^zP&$Z(C*y_PP})vL`?-y zJbHqKS3R`>Eut5+NyO3FkP+Bzh3JNMtFt2btH6O0){;%wA-WaoVy=;lF6vde?~iX` zPc@X4umZBJw`sZpbR)v@X`#_cGZEKn2Yo3!jg1Wxowi!BcZ|>c2tIuckQm5}F`gx^ z-CDGZr_Z^eno=0!{1Qg@?_v5C$yp)HH)(W75yR%! zCFTMNBM~K)7O{1i!1<0?Qj2ko*(-BFY^+&0TmzleV$OZ}pY4K1GwOSRWj;g==}QPo z#0C%+8yIMO-#vMik49NTUl4gJl_P5#une1uevp}>8O1a^v@am$xv-}p_B4biAto=l za}Zs@?#ZG9t#*GTM`jrK2xfiy90VhqdVvl)a<*)ir##X5eoIL&WP+2#;=%3D^o1YU zs2By*EMoRd-WA8>?BYx!iI(*=Bb2{RW9+j=?}d&kQ;7u#Sg?0qd}2J3bGO#IGOEC+ zoh%z)YgUyB&rFSzTe34j?n?r#0TL1G69uo6b%g2}KIkHxr7tkmla`qPIrurnltRFh zqBWu+^B%5m#S&2X-`2Q0=f34hLeRJ?U{2%HLNlCw2_W^fnd{dwViO$+H;aVaJzaJ3$BOO)7Wab$3sSX6%96*uWi+& zS*qSqveSE=hoEGd0F0ywv9sb4Ppb!vZPmnK%-3$pfLXpOtR%A^8gKU3cye{fW+~G{ zgG~SCR2@pN)y_17bV|#bvC}bNmYdKjF*1FAlkRg=60)FMW1!OTB-CoYP>?#=dh$rX z7VPEzO%r2Dz+(4Q?uBeeS^dxiX=n)cH6^DO>^#SDH}cF-xV|OBW;diNoA6PQT&|fh zk_h4)+57vMlb|DD3Y$Pj4JA6;(s5CICYdOPXOK??fWJkN@UUujjlOuJnmd{n6DG}A zbt-g-?`3y2W|_bz*%Tox7ij}-avrwP*`o}yP083c-$;W6w7wD1H^@&`C3?vZ)nTQ3 zD<$WN_1WkEl#41b#qzSBnYf=`AiUigLHne@2N}`{y;a*DKH%;&uCWy1#tgujlfd%= z1(h>38C7ipZL8_kq=v}uefH(KoyH(3n;T#y9^x$8 zAgL`Eo{qm2gN5t))uAkg_$n&m?`251&EJF>jS7ouxELe59TR75kOdx!CN@qknl-w+ z2GK85BT2!IUg-}#w=8>Dgx3qJkoy)Orxt@J?d9l`Tc*r|W%q~38rm)s56$*)v^Rcj z41K1}kC>^=4nN(+thi|wlA%RHry8p4%z9=uYpK>6dXhJiW+;O0UKeon~+-h zYH%2ZytPv`b?1{pB>@n(nT5JZ1t38(+%x1Y!HDqGA(9{&a9f!bERXVy#ALT7*3^i` z@$0G@U+Em4No1p2eSjF$BoS(gw+mkq3Azx#>JMeyM`XCOhAK}@Y*K6{!B?yVIDJyi zJ*qurP1_Diby7!g9W+9aZX~_XE(bor=_4zGwk1Qb0o`4+shv5A=occrq%WvW^f2rkqYS(56z=cpiO;!(vaGZ z5twO^x#ci$8dOj`ET8iw-5srw!_-<>(Yq2&a-M}TtA!keyzJg3>sYh(O`}EF4Y^|t z_{~--@!6S*(>C**dh3JKjO5j{QBFeqUY97Pat9W~-xW4UYk8CkJ5GhqLNE-l(LLEJ z3=`x67+*ds;&gC$KkLIR;I619yraRl8WgV#V4b&Pc4CsEweys=LblDuGgSuegtYTb z3xrfS4N&Lo6r7B5D@k9_XjQny!&E8P;2UAnHXRhmoG)&T&^b7w?X*V3Yp+lZLi)1f zfE8x5ir!K}^G{om#pyudO8WG8BQ0&*IVkgcpoA0^i=;LFW)EmF!*qHPazLEaIU1a> zt78(RWrq^)H75DLHDYf*Zsr_6Y}Jf_^GTYIX@Lufq>5^YCQ_c|hNQYY8eTL{3Gpv( zP&HZ6*g2pGb0*2X97XBc5c$>t(l;y+Zb<=Phqc|giD)LT$SK3xTQwU-D<7-e5;bE9 z>?cv0;#v@@42~7NZ1**+LO;-Q1|R?5M^*RE>nuv~7qf;kL9QfIG`fi_fbIqAAQ77j zRVQyi(VX4H2ha1)75cY)F)k~PjvSTS5Nxak`yROuF^ID{{KE_5px6hwvFJX>gg9hqnWM}usAiZs|M z>3t8PjYyKhQ$tcF%7dy{-J{hi1JBp4o>Vx&9*73gzPy_1U4*@ywBD>-^ENC)|t?OU=ow&e}Gj z6R=%rs*}|$QV#0!DVt(o)+oNCfX@Ai|^j|vbWuqN$0jj z5m#xuCLUBenWJ@j0kZP4rZ$&i2pkiq&A9L^zpz+x^G-tu4gHn_VFWof;0{Dc=c@Pv z>e!r}l@a|q8$*)No{G#3!;a1q70p^D#+9{Z6D~sjv(5!wI&Ujp+66qryZmy9AyiPgg-m z+Y#rEcx}~1q9bbwJdk}d$0rutp%u9W^TiPaQwEL&aQ!OF?=xV)VvPUJ(9LS!l5m7qmD7*BC!!{?u=Xl^{3)T@7F^f1F)KR zP?T?hG?)UPIzT;($gdlfE4Le@OlVk)924E0E>`+VHi*4=NH|utSUuLyNR^Lx!suh_ z;zdk^%U0Xg6>4WST%a30vvfLu#qLyuo>$z^ciE@!l#3}F`ca8pB%plBOd0BTU*q6X zsr^)hBa%ITmN!XG<)s&OzI(WX;epIs7Ci~z1iG{4Ejr3XrSQ!E9^q-_&|d){@>w~; zC!+eHV}yae#r0g7UR9!7X{qbvI2TBqcaR8PD{GR(Cs`)?f@v$fI=f^L5>nT!2c}kf ziM#|Ip@wzaywae*5OsFQA|&L%iv=c$c@x=l5wEXiP%h167rl`zp?N|Jk+U*Wnu?-h z7uJ-Ax`wL!2iF8Ks+&%O!;gi?e6osw&R(j3VZG|m<=JXGWB_Q;2DQv!D$zES{iThA zj~=fuB_T=D?ba>jSF){}33QUp@3@g3BY}JgVj5YhX#0DPk17Dgnza+_FR$Qdfau{4 z^h|-irEw{4n5RRu=ho9Oh!nwK}2chg3XL}r^29DH%m8wsQYFH0~nbGlzJF;=>v?GHWnuBFxK2!U{n?w%LkD1BqpW?Ob~Xq!S(0d*$M$xDCgJNjJp_ zxg|#gP3OukH!x3w^xizAr17{0+Z#qU>ufw9$0*?BBE_?CPGl2SnE$ZL8^y`mFY5I?YRu?ST|i2J0t*;_GV7{#U58uY6bnE(e(WXhb~LP_P> zTWghvMx@9Rl?0wF)Kr~7lsEiR+vxy`t=ZSg6q5x|@V)q`H6(^!sf^GjqEPx&QXt+p zT>xY6B-7?G5dM&9L(^G+Ok*i5QMXxD#=C^4E8s!w7Q`cc|BPo#SU`zxkO@d6NDWB7Fs0Xv~ zv(>k*Th}<@(<2=y5QfWT;~ed#_bQ$0PgRhB(6{^QGEpYO+tW#sjyl~2o?)3M8&lH~ zgj8zN9#wy;ERQnPxJt{|XK&bvrmie)#GuTEc;a!c5~}HVxpS=Ay*m;3i4Q0Ka$k24D`_^(LZpf6^*I1tpnW@Q5n4W>i#8?Lihp*hB{Q4ISg; zZk%yP2g3(q%(q*QuSY*H)(`^n6*|<;buLcJC{_<|_Om}4%za`SRfa9B@lLTjvPpNM zAcX7Zo^l!OT!(SqmcdX6$l_{N*!R(rVOzDUvP^sn%AvyLI@rD{R;x#@AV`f^NGqz| zK@X4-ka^*0*tu&}9%k{qDf+aPl{LHeJ>`sb6rrv;J={*Pq(LtcxuK>RBlk+NZ)<@I z9@o9v$0r3cAxdRYgzEMB#jK(;4BnQ7w2m8GrRhu!p3)ZyvDOVy^6iF0oeWaf7(Ge+ z>CBK6Oj)6(MywE=wVcen=}c@%7z;GNO+4AkO-W-y{OR~4=Pc>+g7vX!jH}} z{i}<#x5#9FDOQ+cchG<10u&S2tC9zJTvc4%*z`ehW~WI~1R5S`gAu>k6pzgW1FZ zHa!8(_M;|ts0lk8+2m~J9ZdvivX|jpFi0GV&RQ~oCrMINjxYO((io6yi?5XcWub`t zT5TsVdza%}3wMAU@gahkiUCIbqy=aZ$oGD0Hg~_B3~AoP~Ke&`)ic~|o(1w+q1qBOmla|o0Py2Y3G=ehaZJ9T7s!u(v1{+@6 z2we(ae5`y9D3OA^qWVnmZf+Bb54jS+0IL-!a=%tV9&eP{qDb=$`Lqp~^*wOZPZC%u z?@A%-`c5z!#yYs4__SC|RjoCxwWJ!B0hT;fJ40B6Ol31^I*r3L~3lAY3;0mo)6A-M@AzhF=1 zcB$_+Y9ghd=qNYSji4OLyDU$_id>>scz}A7DPqp)lgvdcFaVQUm2jp@q2e55z3kc0 zr56O7r>{QMA_=2C0=Zf`I+7SR7I*7jaS#?2tnn~Bqsm2soXtSDiR98{En?b8DPEhd z4RU(71H@*p%PFeNMrj%n4{LO10~Z}Eu=naeJ(_W@9y%+j63QmZtcf8>5Hbl)aQY-| z{>fXYa7l9w>+ocy0Ab{Q2M0hbz(<&o5|5&H4c$j78jA8wI!f?KD5hLR0J5$&tc_?^ z(0dnQLDN8Lqp46Jb7-uQOqN8tkD@)`1Fb-h*|x(!kGBJz>aMU@0eO7IosCC|vIl$u zek?_h5^{%DtO#f#T1jRl(LNmBHNVvVcTvUzP|??Bj1vuwR!toB`tkwpi6tslIaqd^ zl?UtqJLtK6A`r&2npI*txQ5M^m}tT&V&_|DNMzRMpZ-hcXl!+^He`P=kae4iBw>v2 zO0O3NEtw}bZ}VKY90Uy)5ah#2D^##LRUPr#nQBa|DkHHb_a{(PIVf#SPBYhK{ZK&0 zJN1R&mm)xoNApW{e^O67Xl;>M1S!3?@G|PjO7N6C4G?;NK68>Mw>?b&6 zoNC-WFsuyov)D8m-apKX+5vf(o-^&?_&(^`>=X#9&fW;}EckT0$Nm9&<4B`u>k-+& zTl77!7aMSixf!_0Y2y_|nTdk8Ebm-`{BE^aD7F0@-HZ$$%QXpcF*8i*mo!M?(zCp? z%0Q%cv_7~gAM(w25kq&p_P{lQ98=C8-RuT_l#?SDnRFlZMnmCAm@HA&tSrR60(Gwg zFVODrsuSwxJ*k^UE`mDk@Sq7)S$|`^JGr&EH*MN-huh5<8G-D+|L-Dm@D2l-C2h+-6Ke9Gto!QkzUq_&ejx?LyoU>k#&f;4=-k7NaXU?BlU0Tl zgEb{!@Ny%WUu^XKl%kD{R8n>VZhb4vLaOyZBY$2wXrNZer0LHEMpd&$hp+%|UCdFLYL& zdM!ncyDC5)wCNOg0zo_$V5d4m3B(xWlB&Fx*Cd|R37z5k$zrqxQK;R-7Gd!A91*cc9%TLu}F;P!;0ueW1B;G0|S-K9_ zUdES5m0!7^*bv!{o)j!JUddqr)$U<*;tpKUe{%-io&^HisVJg;weAseY72>l zxiOF|H$;cHF6-Eh^g05};l&c~g@;}WkRO^r^w({?Es!A(!K;z7`pN3GD=Q}=x>edw z(d2Fi5@<+;0p2yjv?V`AZlqBig*Jw)3?xsqN5)4P z(iFU(=^G$bkQ|!~4DH_twr_qd+{95BTj9}LfGM(eiTjNx0Gk|;N+)8`Z{~7_uux;0YD>iq>aZhV)I6T z>LE_-MhUoaxSJtH%gI}x)cl%T0#y0}(nOBgK|tf#6mq^&G8IE#JITf~3XGj~!TY{ls*=X2-I)euDsU<^9 zOOtj*ruAD+N>#;GnTCM$XwLUWj#Pb5E8YU>5I&TO#FRBO%SqnL-k9ev1Wrif=;^O7ofFQH@qnjSSaxil6w@$XLV2yilH zt>-znDOjNAnav&TRb+k9BO6Aq^GL+rlgJ2m2Gv!a)kbUZG2sxU+X8AsWM&BKYkQG^ z6g02hHG*xyW}`GeSENBS?lw>ge!$e5XQ*uBat7?jKfgPa>5Hve)%N(1TE&~sF!nni zs}~U0R7;TBlm~+RH)rp%HsPYvJ14rB?AQRhp>Rs<@+PE?L&-?<_a4V-cVd*xGNf(N zp)YA`!F1JF6P<2y%?(b3tMe>A>k~|sRq-jYK+Y7}PmJ}6+boIt$Uw2(HI;wTv`C%p>OqSJ4=UDuN>5lUB|n7no_MW*P6s+zir=prSP^)D(qZKpIS zL-pu4Ku>o08nmMz7Wlw}Rbh)?p@JFAaD5DgDA#Hq)%G1b}A zb(1!L)#5Ep+iY)>waM|Md90uNI@Tm7@<7Z`Pv-BK)(WHFy-`zDe;xybc4&*xOpmfZ6%-{Q3qY(I8zhv9g0(zL&J*AVnPqxOZO7Y27>0n) z1Ea1nGq_CPJG<|Eqr#6fguO|yYeWffW{^-e11r?hQ5WP<{$yN3gFUMQf|C^Y$ZyML|U=Ej>#a*}P9|(gn0Ig)0_8eD$0VM-B^J5Z9ei3E#)l%rpQA zStzDd;+6!6fjYa&e7G)GH7)JBUw z*-_A%Dd3!NMB)3En(rl^AnuMRlUWUwZcG3!9~}%x1-adUT4*V%fFZjWfAvyKhK0zg zD%uys7bI9EydBl6x*B_kJD~a;v-l>eOsbyCZpb7PHEK+d&8I@; z+BX4EQfQe&43UMb=Yv?~LSY}>&U++XWL}W96ph*E0J5p16JDQ4-mcn##~38(yM?p|FQ=!4=*U`AR`{RgreukwAC0 z6kLTg0(-+nS84bhDF|Ngbrp^0QR_y^sW5tMM_>RMK_4|o->&Jc0ha2Xhk5j?4#-jn zor=09va&?*1P8{$T^gw=pci9xoGQk*cw@b29zswiEk3{)rThmgK5FJ!P3I>|4P&d9 z)Rz!7kOUM)kp7N4!GvO#mQGkVkOANTCK~DXykQ0^&I&U@pJ6!dK(m5 z3cmBrU%gBt3ML~Rts~lcciq6%th2#TPDy}X<0Tz-(j&r#9>}GpsO@P_KQ=?~AIdVYzLPVLhywhj5{Qb?Dv}C|G<8SrhnO(~kw@ei2o@V%idAqHoc} zK09Eb^a?t}QvaX*S#?yc(5IWLX`8PxG()c)D&>`Mu3YDERaxa~6i-ocs#>|MA~pck zk473uRD^9=PDcju;f?zeLFCrm9=TYQtlZ!-O>VSxu?RPO4jwiNP#T?qrN+*Q%q6vu zq-Dzh*4Iq)ucxvbpJA ztLvYJWb?uuUS=xAaC+6hcvw1(6jE6Q)ZRM&g@+dp&lG%TX((E~D8?s`Y+Gt1yF^i;`KwG10!d^8 z?!y+qtH4-koX|`xGtG>D{yC8A-Tz97F_LcFtu+F~0N%Q0UX~3AvZB%N&BLCipoC1t z$oVrHJ%<5GU;B+$6T}8JNCBp(oa$AjWX4W`LRKF%(DpR@=tsheV_plyhEmGTvq

5X-C z{q_%GNQ3oN}i;sCyMjMSRdcQs{xx;He1n1JpDv+pJk~5*DgGnZh zPF~iN=%1Zi;v>#$kmhPqh4M%?+PHSw`_pARkW9I2R{e1WZ6vdr9~8`k^u+MTzw*~0 z&CJ__5=MrY@%z=E7hb)?{`JY!$r&@Ct<*-4YA*$x(0OvYjJ24)(ds`=cc2hE>{&+;g>K<*id)(75SvFM(f zCpKgMFe}^N)?XysrcIFGv%SDxjx6Q*YhCw#X0-fKN z${{(*%f*``0WxMU$DD2}2XlMR1uczPKx*uOyt02PBxc)jwHviVzD;spP>>uJ>poI- z|JE92X>}ueELCB4*DJD|SJWW4SXTF)mv_q&3^x>0_L&|Dz7U}p`Xw0vlVy-Lc*V2<>`j{pg(7|j(Pu8EHQodl%>5r z=F%y>ZzuW}i%WBfv3MN7GzV4^dmmR|rXD{~IyVHy#}{PQLm8mhiMQKU#tV=;@OFi( zk^|m_zq0>UOoHTY)lW8V#ZWAjY3t2*XGs29KelVh7qUvTUNGwWfF|Gmz1;I&1Tzdo z$xI6vqYQzguVNma0dsfVTR$n$VdgO$&>SsJ4TAD>*g&x1OObmyI81-s?bi z-ltjDC+#q;=ug&5zX@3Qz){PhgA^?0yFdQKf8pp?egtQE`&G;`Hb{JS$_5e!SjbpU z1Pe?O>8(#lVJ6z+7B=Bbm;_JBU;NYpS>L_yp*wO7lU+Y)d+DiTs!W3O=SMzhF*2cg z_|60tv`MmEj(>>717AHLiH%^^bS?VS`x20%kg>F9l2Q@0GR=_yj5L zI)gf;8feh_<50#J7ZheLm@>P<0r~e#pBU5PKz#@N6r-n~q8>M$%ezK@W3HzT3cHIM z&`ghsY(C{AWCm9@^@EHt`E&S%4;#K-Yz#l3ICF|F-(KD#%|lm{qn&S;iCLI z{TrCdK~Jk_lZ$2$X7p@-hPl>AqMn}%(5q!3h09~Tm@#!Rs?l%{ zTwIQ-QZ6%W>okD5gcDT(oc)-dxaZu|r7S4+;N0tbomWxQQ9ez+!%~pOjJc=j^%SPK zG1U{+cJgNCLG{FhG+24YNE>Xa3|WodoLywz5AbJYsiHgg(2{P(sb2CMNL{~WWl^~s zk}DmI^=DckXXKyK@asf03fa?UR?48@z25C>O%|wF*S+(kuoqZ;q~X(DEQYBuPepfG z(Snr|MmKIhIs=90FZCXi8OHn}9ih7_bs=A_MxeHCAEv39;;nm}fQhGNuRrRziGC08 z=UtV54e7l}(ljprVV2WQMZYfDf{kW=7*dvxO6fy&I8wDS+dn_cDl=)gTl>S<10@s8 zexA)@b!9giJYf7gwBH!>>}D7builS^jvc$u9Pk!W`dYZG2JS#Qol3j8JSHrW!xq;; zF9QZ`SgjjQR)bch+1O*lndnci$fSnKComvo?C8IKD4xk7DJaddDXm_7k>VCKoaUQ1{x zo287^IRKLU^DhP++=5IxAwA#YRWSL8Ki{5~9dDuUFN*d02$?uU1TFdoQD3m#{$^M0 z9bP-`SQz~s(@*mBTVINRY!_>kpM@x3%0V8H)L;LwAWa^A7;KAq3oj*P-K&D)&zD{H zb=`p?cCL5Ns_wzmJy}A+DW}n_&(Y&?;%6XvR{ezy_Xeg{XX0{Mjm7-$ZIgdEok1gJ zCpzC$HlX#J!SZbkdYFaweum$_qhMUff#bmMWz_ii`g1ocIY|DX?%u{Mg1K1#&3`!Q z1I0Sr>=Pp-A-l=^-wYN@G)EWtvq0e-WMQ3X@>=i1{Qf#mjx;BLf9B8hLa!uaj+6JN zKMOZPT9J4buEG7F`*)jEW0weId`WBY_f!k!lZ-Jv@hk>26h_rQ(bWUv`#X%4zITDy zU}LL*rk%c`wWs;-nOQ7Q0p8A>dkV%kK6r68TY~j7JQ8DBqL?Gd`tu(ebKP2;8ib6{PPgf>b~My)182fyA`+| zI&x#aQm=D-O`@2GZOz)0>>-|9Fs!3<_}?WK@K58flbO>DEi!>w#4| zs~5BAHDtNCg;w}?Lm@7gVYiwWkTst9&T z2A0ZKUf#RB0xA5Gzm8;yfmvyq0-56+U?IR_ug(iKESyP733B0sw7e;-b>5~>?AsB$ ztA9Pv%(b{^866j}dR1zSd|e7sMjWJlYi7{q?GIP0>-aFasQFL%yDN~qdLnjHn;kRx z8U2ah2f=D>K=58x4k-GwchTW*4rZ`nDSlbQ2dNnZ!!2?&np_il(@lF5@`TA&GyVJs z`OHpj-KQCabdS%Br49^2Volk_^yxR4$IAPafWSN?IWu(Txn99yKCVZj-iBjZKV{i~ zOWBZOa$ax-KLFb%<5rV`FQAy=t$@Q9Ja@da;MMbY!(ddImTK;J0*W6sTe>9q36+fq zOVIhoKn~-#r-PNHu`ugB(%<)ym|ER0d%)rpSm~$v_Ab~JbMN<6m;PM`=|=bZsZ;zR z0Wr()wC+bsxdlzC4xy0G%4p5!wKEpKMqx2M>jyT!N}rIEoq!TCMh6b6i(yjWjp+f$ z{~$#-U%kTRIppG`@y_Yo8CPV(kUP5NC4 z%KCB-^PYNsql~5>(zQ>y)-bW5t+~4Y5AnBNUse~rYHCr5oO44;Cz z#^o|9kqQP+T&Ue=a2e7+3!0gFmxQI5-X8X%)S}^3BD3HN11SFb=4)lc6OboZbMX>y zHx{}$7Wl-u7mEx!C*Q3709gwi?#X!VhupR>tol(CxYr#Vnxhp6C5HRnEeP$@W7r!) zv0eaXW{p#$;ckYUe@-3M&OCztn_ssTvEJe0z5jXFb05T9+6yCr&)!3-6({e9l@D0x z-GgSEcquHSV$>X4y%!V0R@%wmKSEk!>^w&WE2do3x48j)(LBv;>vFv{>dj?~6UZ0_ zn=Nb6&7ZD7PUDe}!Y+ZB+_pd;{lFdbTI~Cl*XaaFKVAut?V>QvM%M=>Z)+?w`Mr&J zQVg`yd_PK4%MFFKZg^)V^@8y*{)M}k4J}9Bnh9|_k0ohtWM`vBgOV7pp4cl z+Z*qVAa@Q=2Gi3MXtp7qMNy~(%tW*uEQ?SCt4$u)HrdW$E?&BuiM_fAJCTJx^7leH z`)$*-k}wVrH4}J?st9j7iP!11d@Yp!4 z!DR|I)JLixJX!+dlGP)dHoTaJuA(dG4**LV9*?aev@kE-Iis^@$ylakkKo&h3{ZCN z?fSb%LZJWB+uD=$UXavv&wwsb4O5$alRQGtVm2e2#jFo$m|^7RYLblymTa*(D!%Ig zrZ0aRz1|cFg?wo0VrX7t@q4{N7p@OM@#y=l72mlqM@pTTRk#jhG^WZOV;F`U)iBe< zgbmVV?r%S`p^s_&pAVlcbwd9rovS|w=F#7G`#ygUp}{;Sit82%B*4^H8mhFw56Bb3 zq(@it6Rlck2o;|fLs@4`)K`vSG-WPJpV?#!d0j-!1&)S;p51I`2m%F=>1%w+eA_{^ zSrYSFS%l&4|hB7c&(se{U&c`4QEIhEEO%h zo&(8Y{Z}b6A0YXW#_yAdZ(>5nJ>T}6)2Nf?0=ukZBP2W{xXNd>gT6S06cbfBwD@DT zCHsCRW{Qv%pP=VPy|tTkZLiv};AZ_L&qoh2gC(!wlUEgx{xa9=c|JC<@$EkIM+-eL zA$0p5#%h?{bzOpup%DsSW?v?9%0s3i)jgic!H_Hu;%=SO0yAkD5%tENSkUBF_l+Sk zs;ap{-t%z*vsY=Eh&yd!ZsDaIr4%VB&{6u-;`?66{O-u&d&fvLntAVHiKQkalk{#k z-(i3PV{ywyKjooRcM|cx^E8ku`1tIyQ8{LM*zi%EJ`jpZ&(ZwdnSb%0^9uwq8#F3= zSx8)$7XyJkCtk=Rv9-D9zaA)XN={}ZJrGN_@eA~I4TExF8S(XJSperZ z9w8m@1(P=GH>k3gv5=A<^?fK2)6yMSoYn~gbN-mRA!UwPh_B{KypEx!1UmYtRwm5$ ze)L0~R4dvVc@%JcJps(L7`*dSYlY&kc!RSR{=*!X`{(F`2GQ2#ZzucoQ_=F;$;eQ> zLChKB<97JY8Ws%C@3MtAcFZUIyLL+=0W!ctZ5OB{@RxPkBtuUa zi-~BO=1s+*?s)6Cn8+uPKfi5uR?ZGhOPV&Fc$$pnUHUF$T;JiO>{o}p9%_TR_iJWG zk_XUG)9^iE8Ewow9z0cN#RLU+oBAF&xqz0AEEbQ0gILtBon{}6Ip#DD8khT@6g z)C5`qNV*?wD|PJ$BpuuPrzQIwCVy}hJU`3_1sU8L);k@+qOhY!QbLOf z&%fKmQvagY79rtn;}CND{{By7{1c`z5{hQ36@WaXzPU4C021zw(XZ7$L~FiP*G*s6 zVio}dx|(dW^P79;?wP%wuB(FB6Tsg9TS&F49<7bLgKc+qxY95U@>=B zOLSlY=2EsLo5J0gLffjWqF)3$=*$%rjN&joZhhw!6OC!YyVg5H#V}VoTUpX!VaVdu z9((Dc4C?;RhCZF5ih1H1te)JWU?#OomV~Kd$Vjs_VM56Vqy9~EOnNPNw@BpTc#A6- zICDP*TF5|(+FZeM=R?e+|KZWem)9`URkkzVVk0m|*7LlE$SknpdnI|V_#d$ODs_Nq zpD*Oq^)Owut3@Mv4$m8o@8sQ*yYb-RM_^S%dRS)F6N*Kv?1`N1fwFfB_Bc;I1cM*T zXi3j&FzxHdg4gW-_y13|%O(P4XgVN)g==!(&c1Zgz=;Kzhw7!>q<0bg6)JTV?J>pN zYqe}NMm3NFUOfDsEdbNx?a$elZh)D3H~vl?Swh>d`-~I3{4qzuh?KSj0dvnN)~?^y zhkOSQoe!^E+2O6ivFEn6nDOEx`Na+g6rZcD^l~;344y=u4Oj`3E3}UUtR!Fx-CAB< z&j2L%ug%otwL{vmubqY6%TO|Tvi_WMFQyxvHNS230n&P9m;W|A1}5^K>gbDA6mi(OB`^n`5xjD>qxAR;h}_iP?oGffv5jfsKu zxxZ@;(k1Qm$1&Cdt2xYNt@P80rXQ1IRphH!W-yD~4cn`_g^-dy%znvM6EhP1M|G}t zVK$fVbx#uOAxooaU;XtEEMTrrJ3Va_zPhN6zR2B-5AChR#3CNm%ia>8hnFKN+BpVu?kghs z9pi?ys;f(64NEk6-Au5`*Z_+7d0#5{?twN$6WZllt02pkW$;~TCrtBDfnHuy33IK5 zji}#B!(1vb`|18ANdMJ_%QtoB{V#;=MN{uE{p&>)E1w;&r8)jIl;bLpc&} zC8lR`zKcM{y$^ZcfGj8%dE!`QT?ghqdG+a^)^Cves;vN>%K{Y9Fj;9Tjl--_dC7bG zZ|!)Z2U={-0yE*wRwmvKkkEPCYoyy9lPQZy>19XJ2D-QzcYhSKf=YIoOWauS+(VZ% zpO2`NzV4sQfGy-KWgs3sZiHDigH#iqJOD#i^>y#cIbim_&y#(u$05bi^}UJA5L$OB zPMHsy0xds8{~9&C#ysX#nC8td>;HNMQDLMl9kbpQ zC@nyEdH5S08dkX@N4)h5jmZiMd>jdcOtw9PDRorH@VKl@z0ni$*1w&a5d8$j+P;Mf zi8f&Ip>d&D%OcE1LvK6M_6{@<1Ml?IC}D!}gARdQEy!^--8MRDKlpIXUtFw%4YJ4o zm^Z?CU~!P|SOCHU{T+Aey6jV7Iw)EHq%KFVped!hppq|Nh( zKH8!cdy${cW|^2%Po~%7?FT3tDw_PMFC4Oc<7TS}+J}}C4oe8!x&nDJ%?wXZ?87oF z1@grfXTaYC+tH4aFwFX@yV>GM6Xd(yr7UJ8j~R1nCG#A5QPcQ~w%{rmD173IOcQ%D zSfxHOj8~b#0<&Lse|Xo6S<-L*BP}>%;j~;apezfeS`^P8_$+`{wnY4uDtCP1T8qd~ z@CNAH6`1NscMD2Bl;-HC>xE+81VI&o2^9bOr9Pe_0J+XrdYQEPLNNuQ+JU=9kaPPi z6XA+4=BnLHIUjx$i~V3ekk%Un>EaBQ!$zhsWyU|RM+8GYrClC|sqs)?mkY`Bsu3jr zYWtyiD<2E4J8wN4XhCa&bsTxh@6g}wDE!gazprwVZSRgNzD_)eACigFj`qKA zU^4l@1J#6+U@3w|hg0bbnERC|;M(I1$@vE}15e9i?!Z?`(i&}GfR0AWN}mbMwWmud z(=TK3d=rP@=R5tcR6OwY;z3Bv@^KxxIE0Cc-5t8qQkds)THdc@HZ&C-mP;R8fY$HO z59epvV~&$Xr>MWGp*X+%S#-M;Gw$bpt4Gg=xdi@k2ATEmc&L1=d9pX8J1tLA=c0nY zEGdVZ?Nw0RrDyimy1kg*F!O|~F8TCX!~sc0h%1)Gi-Pj!O=5koU(7Jt0(yj0aG{SD`?`h7qs95ZZRI~SF@d6ZC9IPTR8LiZHyS9wqO3QL z^Od}Yw3U1s_7U!oGBo1(xc?L6uh)2d*m@I-bMESB5N^WU=8}zbY%W;r`bQ@nnmNp` z_4ctxTP)ZX&8U`N9fK?*4(Dx+=`hz-!_>oH^T0$mo7(;T=~(E1!mQ1R3FKGqRPI!r zf}HvP{);tiLtW<;m_?fG!RSLXy|tj@U~V@FTFuC!`44Qj>qLhzHEI0~ZHXn=UeJ#Z z35rFt{d;nvJ2W6&j2=;?jSkWoRm=|f>O#K4gT?=4i=eOBudF8~v#^k2>BFWF7A&bI zF{`M=g;sxmE0${5hrS73rlE-oMB|Ew9yMY{uwqf?$alXAa%K016xFC>-gl3aHe^f?8LRB9XZP(JD(mbiD!sWL@mhnI}yzvazA_VZV( z(`OwdjAyj~nFmR%QkbzBv4evG;p75)QCdLOy2G4%|LadJ{T|0{xg*Qa8ftynSr zM3&tHVFs}1eQf;fHZ7EHJjl><NwX&lFF{lH_$Hgn0tfIoI5GzgPsOf4?TIMq zxdGNwUauH@bjNg$_s@2^4?*U4gih;`46qs3azVRU46>&Fxas5*ia9K@0uDNAV_w%3 zQH%Ui%(Hq+@WFa78h=xfmGd?SQw@JKsSKn+ZXJH^8|;uL$M_o<#@uQ8Jv#^ zwt_E9$h8bju*6sHLDYx1J6=r zwVZM0C+lVJlu?{Ci40^dJx$PzW3Sm;D;U}N+A^={BO$sNVMZPC28yq-9(Z3t5Q68z61WF{5ds?T%pXzJ zk=vG{`u+u|5E55HYhx9RapqQ)o1VZ~m@>MvGoC|;;BH?nu^E3w2<4Wxjp(YAY#Nba zjYeMx#te~hx9ye$r~1W+y8ay`?KK+}bB7s{>xjWaipdPY>M6kZ>)|$1u#vn)DQzKk zmR8Zk1muwnOW(VmhCGHpW`c*9A8JFN<*P@*+bA$&G@Iz?sY-BmIGY)Y&k(d9BNuMz zW|2Jf?L||WoSPiJx2@7&9!tyA=Q-vUiLIj%PTN_;NRemb8@;?YNCA_J`^Mxtpt*p3 zKQ0_2=nuz!VSnI?>%|;~0v=oh_k&;Oem-R-m}JjbfALZ#+19r?6)$gc(yhxAHZ@yt z?U9`OiIq^C&()XjI&MocGKniapnXDcnO$r+#a=)N_-u3EI;2lhwH*zMJ@XGoLjJyM zjV;5;UEeph82uty{X)$8FZK|-0yAXd=-9A!)vYJsuP;ga_|hrwq}{}>vaE`Xikg~!l#z+25~IoVie66{i`NW`a+$e z8Rbk0{UTWR`A-uPmrbR4WJ?Jemw@+*;(jM?yf(^Y@>r0fL3irQrgPH9_;|$imrlc9QAu-z1GGeL}dS^T}8r7k+e^{aRPI z1v2bUq#XSC0j5S>1gN{lNTy5G^&=A6kbBIG&nGSz23uT$2tt+Q06jp$ze)buXLoAT zqv$l5(yRN(EfK5M&C@qXCfX{4|N1k@Z5D61{~bw&u`%jD6E5dSK`X86udNqIo|qyU zuiatTwEEuL^vexWxSHA_^xk%Y7ABwdzm+5<-J%|kmayOgy(;;jmX~DZYi!H%Y1`x= z_tXi8p9F^%Uu_EY1j+tw&(@2-?~^>Y&GYuIY{z`beAk<`(j;#`+o2x`UtxNU=B@}G zKe;o^>XT*?h2(ZozEt3}n-nf6q^>woMlux``PNDd zStX^k*tBlh4H8s|R444pYe}X?t^>Uze+W)}`8y%mnWXr$M|OG&`w32`qjCG=)kvn9 ztH(^qDN>YU(!1(`9KoHGO_%j=fKX7fxiLe}PHuf68IYW{+0X0bThl*xFxf3Mb3;dk zq@!WI@ZCU+YSMO>b{8s#k*fx9QyW+GP_B;Ih((;0X;5zz#q`q*Lx@?AULBa-gF@cJF^uai`0&!I3PL$ZBY?##aXfS|rVuKRgk5Xt!KlHje( zP=YTc#~|QvFhO;rNm}pC5YB(;f&H9DNZF}pZJ(yH$%{G96Zf#-4v<66UxlS6s~RR)I@-J+*$dQ*|fLo`%$SS&v`23lPE<1K+MJeIo^ZpUv^Q zTEb}j^ZTJDZY0O2odN2C*@T$A!_({?@dTCL>hf_9Z<5tMkhFnYWb)LhaHfUBHcE+#6s6VRj2&)-8TMyakMIbQjC>K(0U8a2K<2Y!kKC;{ z_xR&tc!v|L&s0?ZGBYOln5m6vYn^bpD{<;^m?^HU47~c)?gtS-t9jLB8%!%lvYwTi zAbEg-)?E4}G`+S~2)N}l1Qm-D@qp$pp+;sEWg^(SelKcrKWe}7;h31>z&rp-EVQ^r%{g+rSeal>R_dXhU5A;6m-XYTJP5vSyC=K>n;bCmRZIMIAIadenDNx;53!T; zKQr&ZGcca@^O6p`5B96EOx08U!m+6Fh@iID1ka*?^mfg7LPW*MpqBL)uHI|7b1M58 zPWuj=g#f&8Y=2XJO-+Wui_E-51Ob{B2R42*Z5DPpl0 zf;E+lk*~ks5UkaWe?0emf+_we&6qwWl3FSIFxSv=9FcdHW9^&3mcO^9lyd*zYLV{e zg{`jSmS-Qvcdv&LEPjtoGyOKXB1`e!v(iwK_TXzhkwcrgtDpP#T7-t=*ESAFzi7I7 zPQv;0A9Ye>{A!=bi%D|3Y)=@ab|=*Jz37+F^&y12vJ>f^i4X$%&eBQR9>LC+I$z|!3Xo3pB*?yND%HOgqNxZ^Fs zpMU@Fjt3*8P(j7f>^<5f^+xqae-Klc2&j-q?GF)#h{^2R@sH?xq@*7+YPEMe?F zuQ5+>XYcV=|F@moekDYGq_LHxw*B5e_tb*my8Tsv#$<)$`?me&S|>B)UJK|C6pM%M zNtXS|8wHS+Hql$iLQg+hf@SkQ(TD>T@lH3bw6uv zAPdYs2|RvrfSu%yXHq)5>mjk#jr9-x$`T=-6MduMizh*&U}t#3`82_Bn~U4>QX47a zoNhWmw?y(NrhVt&93iBc-X)oRnjyB!r|23M^WpMS4ejf@6A6x@$8*Pe+^{5-?NvhM zHdwV&jD3}`jSy_qjP<<{hO4_IaxW|H!QMYxyz*U^vH5CvO7i|(T(JCojha4%pa~Q- zxy%(#aN1G_EousqJZIEi*Xl)Kjrji8LZ!(hgIGH|_3KEI?{G1r&EPVwOH=K1Ms1jm z5V7hMbt0JN3^)z|kX+2lZrl}S1l{ra{)EYgFiqdkr=uwcGyOj*XlnE~d0E;nAx4Z8 z%p$hGT0cPY*>c2kT=OA$bPeO}j+T@3iK@w|-cO;nUp?Bc@iw{DpHKdL#2Ad#igLt{ znviV0Ke_|IIT1YUSWpy}ND5ioZ(&bzB>8u}3HLm1Mp9XLNc`8aii;f@S=VRzNg>DG z;pL*moBYLWaO|iG$%U_FJ1nGeagK`9;UW{kp>SUz_7DTXa-GvB2ndq#y578DWIN{k z$z9*9NnG8=duq{*Lhw$}I#Tp(N!Agq@DSZcB=fdsGqd!kNxB$a%S_1_oG|%BpZGu@ zDbs#qXR4`SFz|+@pOyu#vb6lpt1N+jMiC0v=qSN^{Bqd_pAKZE8f)m#Ib;3Ufk!I0 zZV_y6Xxka3xuEo4G$p)p1i#Cl*n2mYAUKSV8GZT$q)>d!Fl@g`@V&hz$7Rn&ZhdbW zeCX2ym^w6v4`N#I_dv{Y&8EO)4P8Eyx12``s8!I{zJ5q>Xwc7E=h+h63?eBvQcVad z=W_w&!b{LmD&4d3%7$P`xvn#Oyn*0Wy6|B8LuyjmTA#y>7*tzXt zov%qmP>oJ_KD75p;xj^E@u zyK9 zX1)6z$+Eedl15YyEb0i_ds*!Uueq=<bH;xy<}*y>dYH|?@MeASvX&M zsDu!(`c={*IYw|?O!W_OZ-Fr;LHer!jxc|MyY4)P22h&zr}#@Qlk~9$tuGZXlT;(Q zo{MWsFcZPCMXuZe2Abt-QmjRAVgAIs9$I=rq*5gA;uRfYYw;IxTJB_+IBisL{R|6k zh^;uNn2wWMPyP)Ie{VzzyotJ@S~W>fwWUW4c+HWV*9|>rZn_a%ZG0D4;XDje2jA&_ zI|u6;FPrz4*AgNl3)2fL3NY~2q4dbHe^?{)Wq6ms2a+R@TO+l483vE-88>QmA!wuS z1@@o#3Dw7T`^|W*lft~;$eH#_BtwwZQGTXkT;TY1WZBA=U`TB1-1X`jA;5M_KA$`R zz0tZbB7P4jZWn(UzR)FPxesL7e&0g~_Dj6&jus&}ZZq%qN=hfTWJf7qu4{$1_uoCJ zKgJNOO;^pD*b@oXQK3hN562VqoxUMEm~9EJfdBM&-=Bqz-32Kf<$DO4xh-w3pU%O+ zuYogyv=Y;%#C1j?HS6`-1I#aL!G0;6xnnf`NwtThcTqpds~Cl=b%%%Wfi}r5vOh9zml-y(NNv5v zIz{li_)wzRe&S*}-*@)xB9gH%NpUsc7%A9MKOgH;MKJEFjb$^iAvh9>%nc=HU}Ub_ zro0Qj(mX3R2*1;qXAdOU zgF+r8pSwV8Q}s*n?s!7-{K9Vl-^RLa==ic~i7@k`VN6ym64iL{N<^KU2O$5VRUK#=%M=1k2?E zOYbGZp`B}f#~n^~n7*Pm@$i@v!L@5`n_=QtlEb=>L!7(-zdZdtsFIBd{tJ260$pWE zYU$@;o&l@uFV=F ztxaJj`c1FZ;r%d)n$ZFxze&j+nejL|8j?v+{FafJ4#5&M+j&Q2k=!}w9e0rBAi;6x z;u}8mWfjf&mmd9?iHhKlKc+PQ{xK=|p9JUO`y?T7Jyrfj^A3_TNnaW=vIrPJ)*AAN#*?(>O<(|1U*&5pGS5kWt>Z9Fq>T_kJsqUxT2A%eGCd;VDa zd6N3Whm)sO46ygQ-DAyeHG*y?lxlIfnh+ISY6naBw1)Keh2 zKG*uh-;E+b zH`u{&*58V8nc$AwF3=!pN%E@pkLS;+5u70>i2d5Mgdj(@d}D|VNj0|DxB87Qx$}N` z>y#23u4I39Zk?bdx0a_rH%_|^>phdod2W&bYF8$wXrt?FBsW;N~HY**$ z`D86SeDWU2q{G(b+5C_cIsDk;fkzPZUV3^&FS=qq@NWY~Rl#33@6;M?iwPxWJ# z6f!-wSeh~owWCf8uOB9pk`B?XHd!m!O&t+n-Kd5e$K2$tg7P+b@LJKq;A;eJ)nmy* z{u)v|-|j6pn*qU2e|xyLZJiXf&s>}L*g*&;({mnmx`AtV4VcW&#Sy~CT_%sbs(}ek z(NOUXOHwGnDC~nu7{UHzZeVAWJk0IN5U=HKCHTjT2aab<6I&iS1U)$YgJcf9*;zew zjO68*$Wu<0glOeALK#1)NKVa{U*%1M$ej!}9%TXUB(Ip*lY{i5B<*=#D>dU0f}z2d zF4pY<$+K^3tox;-1oQI7{x1{UgphIS=S%N3NY3?}N`LO_kW^bwt-4iQCh4oZDl6cS9L_qDwPgJ$v~jz^bBUjLbJp<6D{ul(_5zpx^%FR{`V$A2SOBE;%ml+D8A z=>zA_wJ4ITVjLa^yCO&~SjQSft($~eK4nf6d@>=cygX9qf$ zkyy0yJ3u({05l!r-Iy`_gIy!sQ9;@d2%h69YZTvjl2$aM@X~+s1l#?7?yJ{NW6L>( z-BBN!pzF8ba{<#^B%8X{z10h+u{%i1fL-D;R!W_WN!pqLZBO4CjvY+F5e0{(iNF++ zSDu)6zqUkj?E3GDf_fq$!OSi3fnSwmkZpMrVtsAXuhI5f4?nr(&wXb@h3hzAe=TLU z?LSg1P2WKp6-j=DHFqd zBV}w21GDiP>nx@utw}QPaZM9~`z3SHq=X#FuOb)AysvH3$6nkW-q6OD0O~*sJP7{| zNRJBt&?dI*7jTul!cWpi?A7zrbKmUgkMFk^G~l9=6bskcXw1GZ8M*eym=JE|^}foM zK#D3kIMcJUk!N6nc%UCbZ_X0B{{a2s96a=K$i!) zu=JUV;9`-t>)ks{a)jnFCMB7XbkE;V`=wcvyTk+!iiEcil2|DNt|2*sXt;ii(Pzii+DA`&ftC5*HVs@b#D0x=IEd z$+A^G+HVI-PMR{_{VGt;_ak@0bT5t^J2Cv7Weqy_Gk>X7JqCkeh7zUEJ)q}7Iqh|d zAlAA)|J&lm2#b4{OmZvrF2enJa zgX=%=gRi`-z@8rzE=B0($F%D?Gk)U`*!V(nx)dVBakNk{5>mZ zL65mTfuS&$C7HLl9Dy0SI)m3vZGLBEu>U#MWsG*$`*<-!73Y~A1#)}$V~dxj;pJIR zY(C05!87B5an~;D%f;ry^yg%yOYEjFbbr#FUzs2Cw+hex+TDp&%G^UWWBZxv zqUZXd+0L6!!fXtC{r+4Z4x5Ggy20Nu5==P5*~$DnbOGkaf2r5XUxJO_Y30=hKd{lk z^EG9o0jH7+-nib~3q416{#e}k8FNnBO5CrRC1?-6y{_NWf#3Kws5)edV1VngwpVN~ z1jl^l_!EB;2aEdp9et9ZNcM67w~jfkc8i=2dM5=7mcu_h9l{_tq(ZJTQ;?uGd2?80 zND(^B(XqF^8wb+5KQ?lkLa!U=y2)899PitfX4b}ov+UjdR!SmJ^MhUF9eQHhwZ5*m z-o|i2ME=B-_+dz5VzOGITg0ArLniuRbL`pgoPV$;7jw=y-*x#B2Q$r&Nr??UTr_^~ zTiv;_nS-E5=6bBfPp)b*1?jAuw)wjY~fHpba#r4h0~hj?1NEC;L8~7 zxx6>!-(5PS1kjo#i+#h6)BELH%v7`)C(lI}Gf`Lg5$CFp7VSL-JL?-`-#V%Om@qf`}OQU7{@2 z;C*a&`=np3Y5?;iVTCo#9@tm&S~`M(2}|6pa!Ug`v3W;s$2YoGth39#b}2L)tJ~ID zSst8$&aff@SNa2XC2S9oZ!4fA}}Vl^fhK#BuCt zIs`*=AEBFu?o3qv94_iy^8fqrD%6I4YYP&i;G*B@yHsBcu=e=A>v!gYv1>3|o&P{8 z_O;J-h8TEZti(qSrJL7r{j0KpiP3hLsXa;Gb0`&;BQkdEydsM2znTcimMIg)Qd1hC8jvFi?Z26_YxR;j^n&! za2~hwDOei{(GGi31+7X=2mRCzVujo4a*K5)Oij9tHXlfbv8x}M)thp#x2mCxElGu- z{w}!1DOd}uE*SN_J^KddOELyFTIuoM^WQ&~9?wF_hmidGZ$}9ln=Iq?m`3=^+b%bK zEdko$>BvChQA{FrY<78`#d>2+&LsGbUkih!>a7J}Sn1Nzt)VvrRiF^NP|0POvQT6z zx%PZBzy3KHQr1XGa@Z>gD=_(j>jQP?2Pl)YU-%xn*>BHUWy1vDL061&FI{ve=3U_0 z6(dds3+5D|DXhYwx7lW;x0bQh`BV3`PmDMo9)H7@X%Y*fFQv%qxj}P=SBNpQ9}eDo zzKcERB#ijn+q|p0Ncrz_(##fSoS&Cjqx|7AVJpbD05{PGBS7lZY3{=?73X-OJw8Sj^a^#tw8fsKLJ zN1*?5&@SED1?axuk?bBpg>H`zc({MN0bLg=24IjK^I0_RwQL!Hma(Wq0awhiIpmw; zczPMmja?Ub5OfA6gRgCP`Uk+GZkP1f(`>B$ce{N0kq^$YJ@aCv$U>ioYJ@{`6MpX# zP4IIJ#+ARv58Y5|0TY{gtJ}r9uy6PMAd&5}SYPw7t38pxnb#NSy?!LYYIF2|+Kp$h zexJsJtP8og6fa*l5p@QNRl}bs1pI@l#*SZsK09&Jt?yAf^#;i(^2TDUsvrC8Yo8aq z{R%zDJ|8YiJdAO^TLNpXUSRrm)%9QdtDt*EO_ybM)0b8<*<$#@VA}l_AC2E`e9{~G zYf9t}41}Lt;VKYrR;Hkg$Z^2jRS-| zRwg~=u3mJ9fn${1zB@l)MxWw_^$8^HA=fwCs+ytaV)x)x>I!IFdBMXZ$%d`UpM;s@ zd||>o@$SXiSJ*Usob&1XcUZIk*^&FU{4n}x;OpC&7+87hKeG4DA*j~&H5d*!hOP7* zJb%A8B84F+%GKur)+>CQaZBRI32q)rWZe>0`4}wn>)1oH>KpM#TQhJ}{cd@$4J|>x z&;E9&zY^pw?kzDrNx%&6f650lZjdy(+m8HJ@q)or?XB$3Z{yt7OS~;k95DWfNnHK3 z;O1V=51tv@lG()?=Jv`|6C<2BVDZwd*1y*7*812rgk_JwSiqA1 z_sSbMmGd|GAXgo1xPInRv|z?2kB6}y95S%{)P&>pcSBg*Pd~+3vj!=uYD^Zfn|YFq zdDa%%ic>e;XHIM8L0!y_r+Rp1IKhZ0GPjCV%ZP_N~eu+Mia5 z;Wr<=NR76FY2lMwj#B4h$I|0fbH59iz3f;JzAlcl$z_sk2~VLjyyom~-3^!>m)$vQ z;|>dy?h`cjd@#brYO_mM3fD${e1GTF4IRxsCzeYEpnc!P8*yBz*bpjmi(QoC8(iDo!r-qo1{T>Y zoTeQeQ{S+F%C`-K^=)^oc`t1+P+3pXh}oa}d@~>CUB4Fuf0=`EUBkTVW~C18E} zyfp!Oc?>+6nX7T8U@_!`s0Zeb2^Ci$(0OJ z+b64+uuuQm3Ey*{u+=et-qrRx=Eoco9joPpUjI|xcLNKcKY9L%|EpB!*%K9F-hLf> zE@-rmXZhe<6^lK~!9Cd2ReSuG+;*rgzHDeO^BYI><5W!VYhl6{ufqqKLvbc9JAPq# z318Elr*XSz3#7fCRWIu>{)=I=$)$RYc`Ho0=Rfnns`8t&TZBqr=(cd(t?+7?F1kOv zF!=+=U5C&9rS^b)W-0aL%1D^8lUYjaLX4R**2#zsC#jhxj-GxZ4h@`?xqv(SaNRD^ zE0Ku~hv$Ta2X&9aoPxO2-(h{|O**|Ld+sGnKYiBTeeoL9e!05=e|j-f@#>W$y16+1 zana=YJx5r2@lm2#W;^^~{mNE#ei#RO{+o>&5QWj-Ls!DauEX@+VJcrgb6Ec`Q1CB9 z4fg8fP@NxR!DiZJo4g&i*b-s#_rgXJHnHTJ8#hH`qfPg>>mSsyX3Rv~c$OX(I1{zB zRnFqTg(EeSdk~u%GvC$fb3u}fWz;Yh%K=*oGu zFmE9XQ`&!i^t(o56*o`#6!&SI?JN3_Uj`EeDs*3O(qr!>>+r=_3pm8@!yoYCI4<@Uttbh6#f9UNJTCI|5Yy8H#o69IeJTXHcd=wio^-~xb+2Q=z9j_pg_u79SOb&^Uk>TE zUg%{%-xnzz0@l=N7I#cuLv{BS*4R%;IPj_HvHG!U=o3hL_;aWM7UE{>uiSkC(|Q@7 z=h*3Sgh8M>hhY(y21f55j=qAKTxN#iM{YoyvNPK`M;e$5iEgK#Xuvr^26YY1323~) zog?(I3d(yg_(hdp1d5PF-NuMJ2K$;jiM}$yhW1rj4Bd@01_p&69h|VsGv(F@??Y^q zW8TZN!bs4RPd?n$V?xmSykg0ax`g@q&NlyIFW^*STiD3oaoq6Usq(w{ICRSbkJJ|GfhT0~Gqkt?8g9Q2WG|LK_^@jb}-b{RSmpW~{B2r3uTLXv}$^7l*Mx;G=2fN>YaqTUxIjf@VHJmaua^&{=Wd+}mw~ zSXPwKaAd;+r#q|PQdOMBW-b56^#c5`SSB>^jhz7pOFFt*D#A#bAD81w;wE8uZA9u~ zcrSLbWJYF)s$!Rce38GI9#SkNKKPHRpub?y=u*iK7_jiTMZRLkp0Xc8Z7~P1_nvN= zT6FNAj5W^k>O;VLR+&Fcy*b)`GDrqti4EUvRSOk+fyEER4!+ z-KD@+1;a(UvT-AU*gn4J*~kS`7?o5v{PZpXCO?MW47_{-dhS10J${9TpxWPcqhCM* zH_XbO{874sGZBswDu;jJJi{THx^QmDw{cOuF3JK+SH96(zt)H4rf|Lk-`+tdL6m;7 z^?@-le$yJUhxpG;-Dy>Y0Xk^IB{*5~p@~Oz;i)+_4qbV?-KF9<*5qFn-JbRobJXqL z++_I!^Jn&Hs&j?ml>ck1Vr3VSYDC&CudEw}{4y0|FW| zgGXqw^2d*`(m$(MbwyjTx5Nck{ZHS{T1kafkL7^cd-I$7{QbODa}o@2D!t%{yMoif z;VLz4R4~x4p24~L9V^}SJN0y$vF@p{8GqVym@B_2v}{2{9wJ`op*uv`_yU-yy6^P1q5~GnRkZ(X2&|p> z_>8TQ0q46WYai4;gR0|2kDk@>kc^H$xl}rBz_jGN`*Kbbbe)sm!%pGEX+v5gi7%5d z;IY;#6m%Qv<mFc_e}Uh=T<10;gw0I|qGP&)?qxVZ`7%)7JtC1E1T@b6*mJXq}ax10z)j8i{^WX^tZhVeou{t^ELlXM@%>7F`{8_&MheK>Iy zhxQsZ(A2I%``f2^Sv+m<&!;8wrUpsUy0kd@c@062_u|W;lnv;cR|u;A7lpMixxz11 z&*H$hTiY+sD#3=Emq7MOCQM_II?ItbgYGHZDRdJeIK33Rav;JV=U#h$@_)mQi`Sa` z<}0MJmD-8YlhY4#1(*K{v=_tbRyPIaNtBg3dJR9U(&0B=tO( z#~W@ZoVyxl#36qWW}QIio+Td)2vgDWn9$(FjNBdTlc#Xb`P$sOePb}?()UNAj|qpD zxx!R+0%5hbL%_nz6jm=EHJRJ7fD0$?J=wRP4oA0s4rjFcfwR=}bKZH=(0}E@Yd@j$ zIQxBFG-1~WNu~9B@^t{soFeeOP{`pU z&U(;WXJ+=hvmIw&&F-6y{)brUFEXuX1O@g<&AO3-u)_O!>A}Z!=yNw1e#>S9vyKc! zncwFiXYKJ*TV_j~E~^aL`oSCPvoxMRp1+98;a$L$>IUQKQvW@CA_4Q!7ecJ|QDZ#2 zEmJ)E7MwKo(8+aXgXxAL1thQ+| zb7T8d*}OZB%zemzrdbBfTSi>j#DBt=lZ-b#FEcNR7gIGd-!9ddz`SUE{j_5hKy%GUJ8(Oc%|WPIS(#^D*HeEx9pj+i1zm)Edm-^I5ulbqfs*vE_0rpvEJ9MD>joS2-?-TrcF&BYHKTf_L^q8U+xE%* zXtjoon2&1*zjng#t4r$PH7{|+VBhk}sa9MLHRV0~TOT^j_5Zy{rp5v-D^(GjXE5=v z?_qk~bEv6czw}+v3X(IgS8EiPK;fGsN_$Q=L%vqi`2m+foYmD5Igv9@(3Iv%J#H4p zd4Hdkd(pk$ummi&|7=^al9R0as4d@qUd3e2|7N;DN=r1*~lQau0O?$*uur9wfx#XS= zPADhRex~^2(3{;^vk5FX@y2BNeVFh%>TjqHEEdqP_yUr zZ4!qcl>btuTgKYl7;CyxHfWR>K74su3Fb{Ki?}VkF(&0W?+L||xFYYjcvJl;l*e8c zwUD8~>=)_7-1%Xfo+a_rSTG9em&4{S>S|%{6oWu#i5s>_Y!|huOvSFe=fAvS43tM#d&Gx^NUG$~Qb}bu>}pU=7AmyH#VEhb@tfUH)cIDMTRIP_#!h>> zZ8yN_0sUsFzRkU<3(`4iScp?j|8BW8ZQh%JT(*Kd0Tqw;1*X<+z(B9-4Yn*PoM2+} zlVs3?KX=8dMRsn(_R#vvvf&xH;NbevkTGeP6S?{wd+92)+6-#+j{ zA7^&HD`OT}hL#0sMef5DIPSMVRpQKwQzGLJZB=(*5s}axylw;IJ&`9oeW;*;<_n*y za4?K)u_g}g_ypspo*n%CL(D-7FmMjG;X5!6=yERmQ*I&-@g+O26%X9k~liEoI2sQwK2Tz&DG5J*k_$m|QXcxe+Eh`Hxjy z9)uQ|M@*U5eqwuzc=U8TKS@2xt$$cw7>6HA8|cLBMBhiE$KEzwBk4q4M+HJReLbEr z^zQj2T&P~Wymg!pXM8NYn0oYJ;X?oUUG&2wwPSmng&7MBe!o@t&E6Ut=v1!+-HU*B zIo=40!UGr+v`cs?&x;e$na+1JOE7Pm2NI_VHL;^&Gw>gkvJkiOlAy!#&4dV13|1FhN-W~Jqf!5{gDnwtlu?aM{nVM znJX8t|E_Ul!B`t~-RU@Q%oYk$MS6ui-OP}^_KRZCO~JY?Yk~WGp5mCiwaNPaJ=jto z@cZs;3@)S_)YS4i;DE0Av0u&yVMe-IN=$_rrc0i&wln?3(e}ISXI$5zWQmB{`jrt9 za))#0)ctWe@Ic%O^%4xv-1_~ksvg$^76wZqxsfuHlr9%E36oRZ{zrwRvHNVD;TLZ= zEKO95cVe5vC5p9UMY0nvDDPTJVBQ4{PtNk4B==##C68Qn?E&l=Te-EDZ5ih-?^zVk zx5jBt=S~-iR|M6`srdT?^jO!g6!f|y4u(IJ0&N6?$>U(_vrzFSk95AASAyzZD9$PV-ouuRcXC??;-9h;bGrZW%mE&i9wFjH+ z*F|W^BplX|l3cR=jpa{{7j!yF!Wd`&^u#u9XlI`9j`DtwXd`d!i&Gb1 z*?ukmt+^}O@txH-3w{nABCkq4Uh+eAg`R&}G8aysS`jY!a|6e}`>)9FcYyUYlOyh) z2{5Mk@Y#3nau~$znlUQl@UQo`1^4}v(8&>`C?0knaxLhJ3+|*rq(hs&r`T2~`z*B2 zer-EW$+lZ;SDGhi4?e*>Yu;TD%@R3;-PQ;i#tNNXdOVP)U#u{TBh(HBg35$xddpIwtC?AFC5B}_NDvPKY##X)9&{>qOo`K zoarg0Jeb|L7e9DMVe_J5e9fIK=-1!2%ptfP^11r|+vB>qGq1%fa>-jT@b7r>kINxg zAN=>~x0w=rlll7-+`Ne-i$opG>IO-b!RGk)PY0|>J2}YCU59D{Z-fhpkn^<@Y}B?I3r%9$9m=@EHp$(t>_b2S>W~E&m#f~Uq%0GW{iO5;X48{ zLcBOx*&$|EdIP7gj_zX4-;O_9yqom@MMKXc9nQ?(36MD8S@?&!5eEE)Wq&W~LA`~p zsfu7IbX!$#`xpHX=Pl3JeA<=^{l6ZJ4nCvC;S;QW)t`N^y~4rm@P-X$H2R_7@*7;f z`dNs@HX75P6Vp%n=&?;QEK<8v1qaqyGhT4EVmBUtqHp*ZDC16Bg;GLscBgCVaP4s{ z^-fzEINLU)R%{kh)_ z9Acn?PGAa3pW8-h* z9uA$wrqvK`r;U``S5#&#kxrqZw z!c=Y|LNMCXZGZFJZ^#(AcT>q~ zg7thYV%M1{Tubp;rF9h{sha=$a*>k@1}^TP8hQHw#+i#+@)R#%G2hNTXC~;dA-g9* z*Sz8V*mN8d{cQHneK5zGc`*~Al>IRHDqQb~&=qJ-Xgj@JL51Cia^=2|`Z#@|Udr~0 z9E?irz1L{{3bG%By}lAe(r;kP*X*7?Qz-g7u-{H$-+y)bONrn_9EX$SK{kMcHpk7DkZ0mJx%@>pef za$BnS8JrDOw%$#b4Dl(a3*1~3VCqAn1%rULc%UUGkXyXyZtrm*d zCHPI6^3x1@Elzx;hy|nLhX8Ja8F{GwLbEJttBtc8ax@pbJ+bxl@p1CiF&vK+dZ)Kj z2**=VxGw2E4pJYfr<4w2i`#g10{p?J%F1?Cg6Ytwc`#b^(sS(6Ibe5D{|Amf2)V?@ zAPq~cHO|%=MKD=Tj;S>eFmT!{o`W$ORup+Gi!$!u^HG_evSSyv^k3j8l3%u%}XrS$KJ3*-+!v- z&yIH$Vppd{+*c1Nn6p)kYuQ=@l?TsIU2NBYVy-XJ^7fwSRaB9-qwplwvc4`9G1!6m zHgCcoQ~=C4OvcT9J&AMoKUSXF4T_1?q@jq-*C$Qz@=dWf$9Z3Bo`@+wOaam`}cms?!p%R`j#db z6=gl)?fd{uK(fCC=819|0XJHpBq$!iq(Jv~|0|rD zy;9ik;=Rcu$B!G@e}>@;*8+xN8%93f8kOH}jb*ffaUqZ`0)VGW? zS&t5Ao^!wv*AETp8=_FIU%ilIlYk>U4;asNjNxR-S+E*Q#n}Ol{vo-~I6vd_UiFp@ zjs{z4)H|iYiu%9V0~c(uZ+ZG4_1jJFtaKUtGUJc)FDP1fnD%0>_NfLo#!75fzLQto zTMAVYgN8B!2e5{}EnC=-4@Pq*I;=qq23b~JXpX&uss1QcdVhMT+|B*pNJjK#ULQ_h ziam-+0dsddbO&I(<=r<|48}Z_?5=08va!EnoCV{~BITX)pT>WzIPm-4=}VraI5;Oi z@>14qlS>Y7Z_?MmUonNFk5@RbZ}*?}V^8LA40oT%r&z+G;=EAdi<4M!rktid?Iu!I z1a&5k2x99y&F;O7m5|nBTXuCnCye~mEM|0*#FXsq?|YpeLT31_07v#Hocj9S@5~-f z7=EFXc*Hde(m!gvGt7~JLBBnr{US6PSG``+@z{Rhazm;j3*0IZ)5XWPVV42ds0g4pL3a5mc92EuYJ7 za`mz1)Aux~uuM#7=WQ+rochL8;9mP4iV}VKiTwT8ooBxZ0{@`;vz6%&nkeiJsW{ns zeh$X%<{8%Qy9sJXYKIot0+?uK4HPwVfx*mW!G7T|h}d@Pyx*OD1hwVmiMP8fG5LC; z1O zAYR#=?PJLXME9BAyxf%pm7!EOR_gTt$x^w}nF;LPR`b(#<_J`|E_?3^*MoT__Jg?; zS?D)-Qa|4%4-1r$Z5IaKVYPq6Qo;Mv(DTzXx-`}Xx`f|e;xwtp!J^+r?Yp^gWJjBg z&fC+lHWuew@Z=hf*tQxURQn1O4^$ai^188_X(1oyJ9Xsf5A<`A9j# z>J9IX;)ddxr2jg$;n*p5T?%CcCM9>CqkpM}J^tsV zbWFpGJ3nI0!J>;-Eze?4^U;?NcMoFQ-Rp*;FBc&$tz)`L^Dv~aDbFwl?}Qc4GDtBb$`-Ot#(7&!S7EbIJ4fffL0Gn6FBFv#Ldt-G zO=g8Ej?2H28C?~JQAN+I>y->R9xSu*;dum%1t@=YV=l%C5z=}`?JnpB0UPbMqgZ%q zvhSpvJ&d^+?Wcm@FsJdTCVr|1GhXC4Q(OLm-ngLUSNctxeAlrf;#Le+RmmKhKQ@3A zqpS?K+v8BO=bWSJ@2}|ob80wU!vZUWw?@9sufrmt+H0S>1z^HrcyAWhIm}JX`Smc8 z7uJ5Qp4=@Ni|bEq_j2FYf`;`xIc+Luf@;M3^s#?pIJ1XQLgCCH4%>~_pP(Ja=EsHG zeRRtq?fGH$gr!-m@OV$p^IQkpKa}{>`Ln}%&8hd7ue$=Ot*ouQ8-VF&EDU!43`xd9 z`SBacUNFOc%6T;+7-rWfO@k(W*wMSi<3wO4mKDh@-+$5!%fDq~GkB#SQYgUU;9u zEL0yKH?2tJ!Y+Y}S_>L?pijYPdEPZ0Iv0N&dvHsYgdfUW~xpt5c_cZu)Nr>w%q0eVJIbzcbD+wGjaiLn7rNj0lPF3g$B%YswWu?C_ADdYs<-BU-vw~!jp5|&mUG`(}?(U^*EZ&3$ z#uGPkLKMJtOY5(yzw|gtIg{XTdlu@aECN5iOTvQWZ+fv87hwE_iGS9St5B;RbIzdC z6bAMlx~Eg*1a)=JVrN(WLW}4dW^*n*7}5<(?zfpBX-@O+653_}T|N?Sd3H)T=cyH> zr;r4VYBbHq%LibN`OvD$S7U5TU_J3-Za)sUJ^w3K;fSfc32Ix))?n#sf1|sCJ*0OG zgfEBlLoQ21*8=+s?0#|6Gu%ZNyL!@w3(kDNoWXN(b$WTYWPUiRQbhzP*?lxm3kU<1S0;JkAxtj3Xo%<;!9k1M8LHI;=qOmN(^%EP$*7MB z*DbCR)D1h>hGlc1{m7nO?^7HwT>n;kfzJc%G`(9P9ioP1N1Pfe4sXNhP>3>qx3B6)#05`Zc)&LMpX^ZOye8VnD1-A%~0LW)&QKBFmEG z{sZz%(j3Ze7~v{i&ydG|k6>nw^B~V_BcSL~T{|=%0h8K;s_t_qFnR5+;(={in|#gA zEjV}uI;Em(TwNStBChu)hwmLI$QgLuKHmW~$*L@z@;)ThkhqM(j!f)Ujwk$B7hvj; zWuL0lD@Y%!_%3iek=N*j>zDVHr|LP%Q;=&pkjaSgoM`nmmnt zUt=V{9C9bAvVy(rV@+}0oI}({+!rXG`e!wXi#V#f|9kB5Q?N8;`A8~jFV=I=?{B~B zK+*)i_`LhqPJ-G^-G%zgE}TB!;KaSJ0=txiM+}%v;E(4n_FtTKn4K&6V#&%07f;(f z{JmorF77r|+g-E{^Z%LEpWS^32cmDj+D{RJ5qn#o)Vvf}xv)?)AnT4p6B9|RmCiU2 zI#L=R)Px&7b(%8i%okUTAW*XfO9qfGzEWz!C>#`RKe2F!U z`iE-_Q=m%m&N%UO9^ShjbI!3Zz>VO_Z>=x>V5|0IkD$>t==EQ5Y0oR3nSA9j~y7F6+)-5pWxyluo>`m_~3DySd>9PM@y>7s;F1M_)&PnW{|8;D& zEelGo{oGf1ZUrVa)Z3OCN3ncyEpg~+D2z%Umh*kn2z}%K8Ch6U-FVrSY17%J~d2WcdW~YeYbsJjLGGOccuf>6g{fHp?MN}MIPT-v`fT1 zak%}))(r|j8f!{jGQg<=ChSQMo3TIV#Oxn!7o_xXC2{+|z(ub|74}tIu&bD9hYGI+ z`Ybk<*zeQDC4Pw)3%tbUK50wRavNd)wU!7C>g!NDl)t(^^e+4Z5&I{Hld*A1;o^x7 zSKJW0FBYLPh)W-Yw0X-nqQ3$HzKc&^cYn zRdgH{QhNS*YL&yZa`B;qZY?;ZdRez)WC;eEi^pG_$cCQ4q$#myJ@~J%`OJ|myJ1lz zU@T-uE>`!p^&HAsC#X~^dH{_u6pLi&NUdn=G6DmaT3A=Dt>x8E5KZ~-1>{_1CYhG@qXbz zB@~>CJw>f}8KX^#0{8#NjI9bsFB~yvhmzo?H&^dGg~_l7LurHX%t`e7=W`D<}V> z(~%??{v@tx$hX7bqdYVDYX@MY|2@UaHHoCoXet=bf<1CF2W1cVLSI1gsD*4IRv7b~VVu85f423vEo8cgq}vU)C;k0k~s^e0VHu$BDph%w7yEW9Y(ue0SOwtgz53U=hg z);;CL{`Ju~7o}FCa3~3jW$EXYS8Jhs!SR(-qb7FOh3lwpSm1P(yiChuUtH$r-6L{3 z7n^E?k9AaM!;06yr@`+3u)Fgp{i{J;?7Qyd%~k)0U?8;mOYeNa4c$?fcohlwr*`Fg z)hBW2Kkl=tXyb?-U+b01g!^D->gG%8^;H-y*!fU0CK;knKjoPvwQ(la>d{HRAgD{o zYmw|0#k%(?Z$mnwaLge2+KJPSkb9L^`@*?K=yBb3JfzMPlQm9E8%o}VQ5m7^$7)R^ z9bZ8DN2zca{2G|kyX6D+X!=zom3cvp{*P>KlbbMO^gZIghesi&eXCl8z73@2_Ki7@ zg^=_t9~LTDW|8tN(?i_H2L_ke>yFaZ;rx#%ZOIdnn3*rK@9>m1)IL%Fna&=C4L^5X z7_@)2xl_iyzia1k!FYi#LDCq2cX^K*H3pWj7_pJ&g$ub*LxIU&T#=N*1xpS?%A zT!#sQ%f(|!AIG_jb{BmYAZe9T%K6^XLSC!Xog{O6n2^u2FKu-u=nM@?HlAC-m}!Tq z-yS2FT5xw=d@qc>$x0&`otypOw3%ti*k>nrkB>EBpM^aCLvnf3pG4?(b~EAf z$^X=E-0i}$mltaN88vbBPKM3jO~3Yv`J|`&sS8%=PG%fp*bM{DZ9EE2Bc7T?Dc=yv2L|Y$9XieY zOByTAD!nl>-3uG5FY^6|4np7Ym-&iPYOs8r?k4Y63Uu*l-toL-52NgyF_|OxpncFJ zl)^iQ&3`pz9?Po2xX1fWbN@VF#=r^eca z>jI9hh+~HO##@_sa6QMY~@PO|ygNw+}s ztvgC3{D`yjqjl_K-Xzs33w!F}H&_yWKJBJ=E7s8^Qr*jVf>RUD-rC=Kp(Uv#z;V+r z>h>Cb{p*wrBliaA-cA?6Y}A&H!-_YtkE%`T(}FOLQ7h)bFM0T9@NWO>sdShx{}{>7 z>WwQo&LJv2aX3;&SLbzQ2M!EcGTvl40*z~&tTJyl2wF~dV*7n2Y>&q^r?dO9Rj24u z%Fdm*0$q788S`-}YDpsg^cxuZY{#+lv^Nem{}RhP5P+TA4fKbFc49-o{+!2SarnEx zB_({G3J`!->h*`)-TQ4*@%@+fsIJ z{@@cFf5Uh3qki(Zm6r zX=S|?f!0`nw7GtDnJ`omS`+4`0+fYMp%HuIuq8q#`1+_mwmQ7}$!=_pKWe02BxNjO zKexO$Q$r3ceN#|;(CLHmrz_LAq(x!0{88}f!&jh5`AkVj;Wn86{xd@CV-1$%n7+eH zXG!`8;op8O-i2QKJFK*2FL27GMEi_ZBy`pv-x;{*jFYn4)CXUk#y<+@0$qx%u{%TV zzhNp`tbDR1`$nWP_RUhw%&$Dg$>(|!Jzcw?ct`jC9d>?5vFXz>y7(Jw)OJ3U9-hEj zm5!vRdkwMgk+1rv$QD@XNq+W6mx61<9G@@gN5Yqh+FG+S{~_hFGkdzy8qQfyH)MP^ z#UHn(=pX4FBB)AIRGZ^iL0ggf zjztB>oIH-)`*s%R{_HQZ70XsJLMNKu<*L@=Vgy+EV~i?a`6g1$s`whHfnwxM=QTtQhMHC%S%P-?Z=P7Ms0&L zvsE!BtHj)tdvF~WvU2Y){OH9RBLTBMs#zSXS11eOGQuT=J>KVyhOqxe{d&o{FkDM) z_CnJ#g5Ea9SK+(|R9BRm-BkGjeN^5XyD6Ky|3Kpfxh(`{|FV6v-yaHHDJSyd-70W` z`S9bjy0`GJZ;B~(U4VP~h}ebI;@oY#xHv?FU9wn}d>_*|92#w)s} zxtv{CI>Pz#_A6pq7!a=fo_Qg!TJj;$R~`0hTN(|!PLDsfryH>=umYQQf6tnJqYPsfM}%I7 z2jVo#@n*i4dvU1qcGIVoVrUV%-}PG(V2I{W)~8KpSh4sa8$HwnMM33Cr<>p5%%>;* zwp(kk&!tV{v53kh_mf95kDq`khO>jyjUTWm|D8gww=0gf`GxCw{)5^!3npVzZ&=bh zDJg$X9mY2Hc#OHHKy%E6<@MoTkYqe`F{dI3rYOIL7aPi8{F0}Ie##gO_kZ}_b@&_( zSn5C2XWe?UG32IQVgk(E~abVO;DRAkDf|YhPjc*+AWDI#4_u z6t(&>9EO&J_nkM^!ES@YOMlCZNvebTFYXWJ;-`J`T{o=`0mai+>G$7fSa3vfo4GI@ z^h1DuO+YSozwcd~7F)q_!{7S5_k}|1lItDUp)J@HaZ%33l@3N`v)KH`<6+{J$d;xg zFKp2&`PDEa4(Sy>N7@yKVce$fTgK-gSh(WwmN&x=o6R~7Kbz;nj*+HE*0s@CcXV?1 zNZfCr7|98~VxPkyfqR{M-}zu)L7AX3X@FIluJ5V8X5ehr1hpy8R&15?os=$dz-G5R zTj4~6xF2I5RK_k35@kN-avv7CrRb&n`(e1I zA$W+J3gVqbXTOLFz}#y!o0y3y=)QDlgDPkb=Ki^TWKAvvx@yONBhWG$+{Qg)4Shau&9C2~f||x%G!zV-3eD*YJlYwKXO_SN84VDM!TWPqo&k$_c$yI9nA_JdIh7^9sF8U$AR*U)|=ly1y-E! z!Wql?Oga<;y7nje@@c}q-?(qSF?k$#QWor!Ao`U(~mAxK+{jh;ChllKXgahZbhE;t3 zLeJmi#qIljNXEHE&*#c}AVWB_KGn_#N}lreatU7`XmW12)Ni|k-7|j@wr#nH!_j5Z zPrpk_&oqnvPyU97mrXF2UKoKmaE|T3?WHrKIQ%4j{7=a@=;*xYdhw(kPFUqAwmE-* z&c!?WC+8V}(%E+2^js87=!zCwsTAX!x~EW_!+$^$V(Cs?Uf_7vQ8+fO494ax6YsL< zLX%Ud<-Ma4I6L{@C5GN@SpOqVIOXva%rMOtT(;DL@!_)>{wh?kc1mnAsYnqgZ^%4( zeSZo2ZL-zznguq_QJ)UjeFP?(r!=4C_d$jvcS=wH5-eowP%J2*f$q^!TJzyCYA0l#;>e ztM1>=$Cf~Lboi5KmH(h)-v!D`Js(_=c1Wbm%mRh?!q1&@y*NPgH^?!{BWdLyAo`N}FoR}hKy1{R)q zQq%D4lx6N;nHi|`Qg7IHQV80zuKnIxH9{AyHtsRW#SwVh-1Wc>Q-+!Lsfwjuv zM`eh^FqL*}hVN4w3?yhL#_`AF>^XZy-Ia12uZ^@hXZs(_E$g_{SFvOJ>)w(s4_TOF z<2N>Uv4(!$b%N$UHk{sGcy9Yx26lt-Q#IjPoc$-n6&5}JvUQ9z`Vp;HmGfgn}K{hH%(hBCO z!xzRX`mxJxV&}A%F)R|b<9oh!!ouo(^|0yPFv3au=kH1uEPsE+>z&pCQ>y2xuSCT{ zSBK4qX)jIO5PPDm?4u3?3=v1-2t`P8wf_CCD|XXY%cvfE?Z(_g|J``??L1C)tteK+ z?+41$eMuj$WMTe#V$XkqbU1fu;C}SeQ}9nL%2c4l31_21BT|!caPE8ue@H+KuJ)>@ zd;hlw`xD<>7xDAP4xLxt=R`NX-r{s04Ocq$ik3OI{EdPc&uo?F=Pu*ifBh+;XMJ(} zONqXz-!`1yCs8&Lx)T?a^C!e7e6XjXuRimrGiJHe3I($s$3Zr&0~fcj!+qwRyAKs? zfyn@y%Cp?zF!5GWTuQzKSM(bdrr+*@nnKpZU;KA)=Ek}5#Q|L`uwbk@Mt>W=ZdBgA zt91$c^>tq+3MAo(kg%%h)?a{%S0;0U4?_H3R>6?CSX}wCql)s!4#%f1UU$#G0kefC zGg8MVu%~;Mnc~G3=+2uftfW`MBFfP1gGDVkKrbG#>)Izs*_}oI@rfSfzpHQK=lcP} zh0GK4a#yib#%#!#|2B?l2{GIb{))3G&%d{>ouo5-x+ zFhw3t788@eE~TdnF30adU#1Xw^QS#@^3iFGE5&bmdRMhck|EytZ~igiW(rHDgQz;H(pwo#HeN8^s!NAFXdg z;vt#O%=IzY{CCJV^;I<%v$rVfum@watXu5cP3(*Ta=RAY zh?Oji@jmdo(tHLxJPWNv-n=BKr{DF)R27hwilDmkZ~b5B(Tk_ zR?*7wH&jK6*X})+0&W*3MdY6U#fhe!m-cG2z_R0i8_C;Ov8-aQaP2uWE}rH+qB8A< zbJyIP&-wd7*Yv6dlS1giWa*6 zi!ER>u7jZk<%&wKd8BYFCGzEd!piSf`~_t>u>6!qLi(EzbO{WKpS+$5LhpW%K)gR54>P-mkp-18kC3hYvHZJQb$_n5;Xa9ynb+C7`xd;xy6M3 z;mCz^&PowQ_@h@kpSs{J_RzRoxvdoj!}152bdOYH-=Frr|2A&m&^$xD;(JXTYu34{ zc-#+W*d1LYmJ_k*L#TEn^G@tpmHLpIz=R}Kv+9Rev)IvRE|GP5v)?iU1*d!Kpq~;S z7=6qW2eqdTg&b#xTD>Q~soLtH>ZQe#f&d4Y-Wag>vowsgO+}eRNe+ydvcKzkR0cC; zMh=lGQ?L=*B_uu4hT+dAwdI%oK%xro4e8>~K*#c;^1o z;MRBSirZ)K;PVYEJKf}b)S&^p6ZTAGl&oPJhr6Y!w+{Bm%)HrlbrsflZ~EGJ9faO( ztCq_;sZeXN{{a2c6IgkXYdWhfhhrbo_gr=T20d5IJg~J7r}hVbELO9_j^@{FKV_Am z>*}KbdV_t~JrZ!RWy29Wdc$d{&icTDx6nva0l?Dh$-8@*)N#=CB#VOI4U7nkly(s^ zfXPh9yBgxxaIH-z%)FxlTh}ypa|%kq`0RCdyz~RkAO5%)D=H|mRTg|Z*5Pw{>BZKq^l)E?r-*EO7QOG+y%%gS2os6WWn|(Zt9fe zO>T4DJsPvDvbk>_4cr{xU?TgngP7dnrY8-Uh<#p%(LkCDcUgmA-tWNMjT>d?`s4kT zKl1>^y~R$BxpO4L$$$KcwHGn(km2_8UM(;ZT&UeG$VE`U5vjZ#@)KwDZz-9D%0v0* zKpP(QH1OXi;qt-n5X^Io?3Fq-g_Z9P)J1DhqxHJ(gHL|#I8ilvX83d_er)*0Z({Ka zXIutvT9@@=o-nOPEbV>lJtTZ=EX*JC)@jUqPwvD1?q5~!sdQjD$je%Zn-zO>#D?FR zdt$iMH`UkiE7*M3mf2$cEDUrCU!{&Mgjp?n+x@%Lv7!Ex{?lbmoVuOP`ij{fT2xBg z$C-~p7X?jjlviV;s@+0BPc-yb^$Go)Ux5#2G{nU`mV8`}4SG>FvwT7LFEO=FSRko>jNL%$qh}I8pxIBxf%tFmwT^nO)~__zPGCX83vP7w&7*r#!Wc$+U@(!cmb@n z+0NzN$_VQ>YE7Pdb;CcYO3pxq&yW`W>P=w7IHc#lMFl&~x`}N(O zFeUQUfKHd1r0Hj%*c~V$sp>^v?bCdXDIv8){$6hwQfwysn$F?Uso)X0Tl6sS^`A!7 z>?fScyy`vTNJ5ogz6*n{5gGY_Ddy4Hp^}`SQ*}Eel64t1FJ&Sx89#582Y0H zN@V?DU@4pTPJ24mbCq1AAD2Qh$>Uct+d6i?O}*fpt-0wZ{CthtYb5p61AFQUzJa=R zfZB4!1}r8YVVn(@fToW09Odb6SSPttRLPJVhR?oEKWRz@MLT@_SFWi+PvUsXiL8&% zWmkP(Mt2VLOH>uN(`LZb&s_J&(4SD}@$at_gB&i74oJn@zJxwjXT!N`MzG<_C0uNG z6KWr5vR8a>hmCqdt8!%-Iyil<#m-!w^WjX!o*XRwLG5jJ>l1A8^@NubqOSs0^-8*$yyS z`1{#pm?BIiDo6OuY(Q)fk0f)P56&JuM$CIolJtke%r^x6u`So_`0IQ(T+}+%#ut)} zb%vsPnhD8Rx%Fn}fzFdqlc{lD{IDD>lTve690p-UHY)bX(@+>UE6~01C=kjs?f3Bd zP(v%dt!I$kJ^cAPV}xeQJzRRl$lCsggbjtzk4pDPU}p8>(!MXxV5a!|FTL5H*riba zCGf}^^t|S`W3yR+P6ysu1$iD^;*Omo&OOHb*U=`Q^DjV?Y?9y<^h0ymB>^ruG3?`c z=2pex1?%G1>ggoKU@iWld9nBAJJJ@o{JwV*``pK;xP?`5f~rvQUI8`EmfU#z@cI(= z%~-y#Ge3-LcTGM_wOoSE#!-to*KS<6cmKTOj&!8#jz4wPQXKkA1N=C%*rA2bg3(Mh z5oQj$pRZ_%hc0%}Yu+!OVS-F5eQy>Gw8=E+oA(vtq5);lPPPg%Ib?~e73om4KRCF* z!v%)cPl?n~AHpA1obUGFJ^14&nl#G6hjUkzuW(%#hHkGPHpeOjaQ%5#xaQUnDA^VD z`SL?6Xc0Z~nsL}I% z^BxM`z5Vo*)&&~*Y@Z9{r&Dhv6?g)y%vnqH}w5KNO9w& z(w3y{ml&ar>C4+y7C~6yaP04Or@|iHjc<3JZT4ODlKK_SSS(aDJmJ{z6FPYs&vGdx zSMrxf-B2>HleJ zn!p^eh8pw??!{u)#YeLtjiZ`>=!V)gyRFN1wBYrK-}up2wqOeq1*eE4{GxWVA}I=x-r1)wQ= zzjL#AFwADN%nQ8ufy1dJovPa^E`7UFwR4&t#@qMp`2DC8R{OJ>tVE+RW`b2`s!|Eo z_at0y7gL9&W9%zexG2!Ym8PU$ISZ|CQwPW#bDSl3o#Ipi2trxj0}^3E04<)()iCRgt9$b48#oS5TH z^nK5va!q&|)0+CoLo^>K9f z2%q`3mW7QE_X-Iv9L9{XI9j=w`>_1M=#FI{6)bjt=JI;_4%)8T9&`V@+27ovegT1H zKr#Hn@Yd=k&gY%oqD{WQIH~$bqd&b+!ox^m()WVFf^5~7j2E$KkIJrdh()n#$3?u@_l_@HHX)j}&RLYDot(@Gr= zu)xp#ZTUoyWv zGNsSQS@~O@LD$8x>hNvv*0$HM99?I9MszO>itan|bl4GksZW@E+GRj8@;GWux~#&7 zSMLr!7uo~8(TQvfj#W4#lR6d@yB|BAehEJOB^m0JUPmU%+=sm7o8L}!t-wU&jvafA zyOAu+{l%Sbh(D$e?6$uA1g0;@J9;O)fS5lwMqKun;_Pc%rm3B;a4dYwKT|#@7{Y$G z^Swnd*nDzJA-c;)k*im^%aDht+qNrVGMd%S~ z$4no~_feyz(4e>)4 zv3WSxP$r$mO9SY8Z9*b&JN8TuM_n$xO;A7Bd8_q%EzE8yvwae!O48pgEz*eH^y43G z9v{P^U}WwiPiR^$G{tOB-+A4PpceLL-*);el&Vs>cm@1~HOs=G@cZSsVJ6#r?6*En zv**xEZOejujgS?8r6%k=al*{9c>;&ihxx`1GU3dmu!J9DJ$4gxk$+lBadG$``!*pr z?6?1S?6`6Zj31?OOxg&=ArHktqoG0=w`{$xHogG$oNvDmM+!i*rIX=Uk^)IB-@s{} zp@i!ZhoWAnbilt|YCm@`Rl_Q+oWILZ7)+>JJoaN2!YuJnCAAk}Fnj67g72pa%sDH! z(3aDNZ-=du>tcVw;B3l}~%KzbLEW^vj%0=wH)g7aoVS~$z z8{MfFw?g*%TW;Pj%rI$oFjf1MJ*J*QGnuq*tYx}lbm>nf^oBch@8LWQbN;b6zQ6kb zlR?!|2J}fV{Fz%Vx>gqELzF`#&TqrX?>sgKw*SO<`BU%1J_W(Vu7BNoh8s6`FLri| zQa=n(qFR!(+= zwJ-jPuybrYzKs2kbxzj2{DjRuVDdu$6}0BHEHGPIViA>fY7WCRPL`Sfhg>r_?s(&t zLt-NOZyV8zw!Mw-)(b3u3U*@`_0(9S{c|ilMrRvwMGuP9`}$@#jG;^5#W_#ayRckz zJ>M_-6hUX4E_L==K6Ir#e*UE;8^=78e==NXg~7A>s^3d4;f(7{r#8P8EcCr}xS3go zqdVJa6z3zMHeqW(h@K^^kN+J0c7_iIo*&)kUaAWplI(wU73o8t)6n|&|50?_@l^j` z95RMMdN4HX%Mq;alQnHfn@Ng{=8B`VpZLLxI%60&E;x%S?Bb6tDgYi~clzuoKl z-1m8%*Yo+f51%{C4J&pfB{dO5r*^lAh(- zu?n5Rh0Cj*Tvge)v?I)%_55L&tZEAMQ;Ncdh|a!KyuvUTtFtCqb{xsO9ZE|t>Ea^0 z-YbtMx=13g{JrpD2uHQ{&zWvC;ADN@>M`$q=zDCZsl3bkEzjbMt}qLRC}rLsveP9* z8X;l22*-TbP?c*u7Qg{Bq_0UweX|MlDk9V!-~M7v%}%ONcqf6zmqzfSUM5tRf8p19 z<$|q4!$s@Xy*L(AWF3j|TV8TBfWSQp6klcSrB)W0O9*}9uqX^ON(DK^Zd>!~v*&9g z*#R1icb(7dvVyudteFkD^sqT@lf3hi9(FmG?fTI|z`PVwb>$q*D9v zA=axnr&p^W^NoxXDG#;$PZFSSe?``gN@v(Ga0y|(O@t-NYVr84y+}<|uG+^I1|{(p z61t`z2{e-0C7lNaVc~;Q{aPhGOg%~U8`<21iq`!9j8YE6tnbeDXz~P5pZNUBIr$9B zid3z+c`b3&DkrL;=`1#Ucx)y??}`g6tdn|IqhMm6(lf8zF8nvG{chGHl1TUWMHYuV z6H-6=UA-+l3vC%sVw~CZfTEG0s*$-2ZFKpsM*sf68A(p|0^%tg*)=*TFaDXp?96@m zMnD`atn>5;4YNbjPqbP2nvL1cCry~ihcNU-1HzI~>Jr%y@&>EvSR-!%&$%a_co$5C+h zzH-bhdJ<-o7g`pEgyQ0F@9QJ4ouRF9yV-f&JnYkCxwO7xC{^LcRz#;H1R4OuLaVP?G+pWOaz8mHPz3Ld2m6G<*{F0 z8x&^PNAfRwm63@dPOM%o`0EJAwLsF*Nm8B&1ZRpN-9A$NDdEC!6%^wtQ**hW`6S znBM*Nq{?Aw?2C_&z0>;%#$uw3oU?hha-qk&+wVD%#x(q4&Ovh=9MsvbcDo4Y#KgXnf|^R5u+dDJVv-aU+6 zcTyCyIw?@Zma%i-fejAN2Qunj^dQh&-e}z6@)dGrndDMG+=2x$noQ5QCYVn>{bwgn z9S&7C{T@EE8;ACL7%+zNK>f!n1NBchvF%~a!2X#XK(-MtZ$tRyS1S6*L}W{_$Zvh@4sHe9)}Q)0pSVW zff|3?%yGRBNG;_r>~!B?6NIYkWW++Ng&xP3!X6yaYI`H&dTnLzu5XT`@lmq?><{_^b$XP`*=iuTDjIXEIFbm4WK1y;C?Y@W0E~@Bes*BV-k%zQ>#~|+c*947=dvSgNu7AxBf_cga(M6Mk zNb_p=K_87HPXGJzhfH_^b;lAk57;*%m2q5tcTh- zvd5X4F{DA)WD?u`sN5}nQi>TVt$Z+1@0_8&&m*XDk z;gaoCTtQG0HvhO{!@7J3rrd9?GjsRUQKu@ISZ{$heU%k4&!>;Qg`*EDacWhmVMIYh`pz%qbeE!Fni{J z#StGRSQ7bMQeH>JVaYg^xuHd@%^GjzABcv0k>%o|>0qEfu#w?{JusI`?;z*x3v)py zdTz;BVe?8h67PR#axob;2&;#C`sIB_SOITHPD?^yvx= z^>G}pCw>M>;MIxXr4FQudIoYI%*GzA^CgA~=P;@FO0J;*2aXs7?67@QzV*J=f6bTl z#~GGw`GO_40F7wllPxA;_Rldf>h`lps@9)U3%ic%CYL{)Uu1^fuE%Fjo8E*z(L=Pn z1+>tY|8Sc-%@Pc3`p;gkwQqaDO$0<$L8)r7w zJrgrJq06+2z1RE-jvT*r#+Tg_D(Q@mbP659{Pza}Y_nqF!?Bp&>k-8;SZG{P!Yhw) z?%Np+OMJ1HDqdIJ5r$(nf^(L}jM(56Y;(6P5qn(#U|Qtx`I?DGkhQPp{^Gw( z?5($57$!c4P7X`qs-RTt3;onYPdNb_squmxk{UQWW>KJ0$AU#3ikA&YK0vvvFQiU` zNG9+&eO&3niXFUs8-Ci*p{84xZf=H@%b9;SgH>Rfy0muW`UPA$(#6pK%p0qhHbOrn zf5R2K+lLAgIdCktVoL4P2!ZZZK(p_eNUZBQXcA6}fz7$oEMN8qV(oqlPC+kz>?fM= z2AN5t|lBzrmeH1Ra|LP%5v1nZ+hq}T9oxm}jD?>P3-_hd8eFauyZW7w$x2~W4 zd4e8KIY7;--27_*NNr)nM-DczF8*)v>TUYS0qNYvhU#UOdh z!=v*(BcEYybf3=+_6um67VPh})fWZMnmq9WjnKcn%6zYg8_v}4SUM=uPoVE{-FD1k z8_p{`iyydPiSxy2^gDzcvF3oIbsmEPrcds>>3fL)<*E6f)CzxM-D=*LXcRr>oav^q ze{l&bA6$|DK;sD`LjUwH>K0*PkF{Xop+&3{mZsA?EP^XWxzfc4t8k5%(c(iQEw=yn zv|r(lJ5DZ6=3CH=;@UOiwD|f(T;ut#kl}kJ3?KDfi3<&eY%Xib71umyTcQ=-;Yr37 zrMO^$UF=AnyIRrkP8ri1SWlU>MdJ`_bmW9{J`_lBNnA2_#eV)zG0gMlU?DwnPF(j6 z^fj~w$Z>FC>y8^~UW^Z+^NRed_IWkzQ1kVR)K3QLNk=C8<2pdWvfvO*$JTvOil=Fv zu-2ikv+~If0wWun(=o2okaqE0owCjRmM;}Y9&3cmh$lj?_NY2hHb*|{Ci9L{mi>8WCB4E68Hi2c#1{N}$4*7Vq!O+<;0qLhNiF60bQvCW3 z!B7)TdWU2IEPW|^?HTt9n)GZemUg8Rx5pgH68TXKoihQwx1$Yl;5#w1?UXl045=mU zu)2m5oBMU1Kb*rpi>_h6j%X;TA2Z@76ydysvqbn4ZYY|#wGATEuwTdNOy@sQ=-iuj zGcPtCXHyeQe)#49HI;gYDd{xC3N|1e%P->g(D6R|!Dl$-`q+x%l7$sg&J@*wAZYoN zMC$v%3Z(9lD;KynVOj9x-m|w~Bbnok?uT1vV7!cWjH)hzi@4IQHgp5qqc!ZRj!Pif z+Cz3DDibP`Q(`~8iNm>bVNuEBIKu&pjR<>E0UMP0EIQAz~r)W{75vu!Z*Q*}0XM+;WHiH_iY zV+8g3>Y=Y|ww`~yyZB77G7e`*J3aj-ft@O^Xv2)pzzAc&WAnmMAeSnVLtYTDE3vm{ zV(tu3W*>YoG4mlZeqJ4@Du~4<%DKZ`I=f*0$OEZ5TU}V1{u6n>h!Ms;H9hiePX zu(%g}1foT7PC4`Yp?pnjI`YHH{kI1W{C4DYT$Ml)tB!U-RX>vU{h(2^Tq8334EH?v zHi+}gy8=&qkb}V(^9YVxZLs`xwI;W^5U16993TIDiJhMZ1hbxO;_}>)Dc29INKR`E zE|PA7*25WY)OQLvD!k-WL$k#>6K6kWNyK9A4RX>KmIt_UpxD~NlnbZ7$wzsg`ipCh zSGWR-CXm{CE$(CHM_7I=-Rf1Qha*kt>kpNuk-U-S^{^!Xr~2cceRY2d!$V5L!{?=7 zFv(!{o#rW+%L}Ql<;jBSm5LBWo-V6aPQy~Tf&?U}SRo8&yIWLaCTJgfU9lopA9i5R<9ip4e9S>s`AbH1O5fhV-fQVNkv`yi-|h^7UZ|tt*MlaQ6JzUC=C*;k zs4KR|ue-r!T??U>^#)Xw%Krl?APmO?i3w@eDS4exdvJ zwhOYv+B0;TgK%iqW?*ZYJTx8QkD&Wo1(Ozgx^_fe$0gx>T8BOge&UkZvvmeAp!?2W z^nfE$WKXqQY-?O5gkF=@__|A8I4@QlqC7GHR3Zun zDG;$`_2-0*i72doVHRiU`G%u8pSlYCxyKi4xsAoR+m`-p;ojrXCB>8)wl%S+-^}UG)-Du6Hy4b3Y9q zuidhDD2Tx&HSN3K=|AJ3*S^Mz)30%Or9!N&*d8N33S2mpZB1ku>Eg$EZr{f96$9VQ>H6{g}Ur2Zztq;?;_q~cTTkXj8Ri7Dcksp+MY2Db3~?ut+Vuro3^tBo(Y?90ztCY;b1q;c1CiyNbEYGgH>zW2+kBS5_iq?dg#W$#&3@A9}whP)f%&bTvQCR2t>cnHpW0<%Ns=nX0 zL4WVd7cnbpP%4v7Xt}}wi+tX7%ad}@O8R6KQ@PdWH=UfjT|Z*a=T_ST<=3&OYi(+1 z?IM;5zrBA}p94z8$X_~dKZP;VWy{l#N1^>1r=qFnB^ZvhCuQ00#d@vtzUJ{p4Sw-josn;PhU+1``_0bBw5Qd7}~^a!-5Mr z$351aU_4r4&LPPL{a>7ZQmy|6>!|liuCo~64>kA}l z$q~(S12`YqPF(3_Ic%wY`6BmM~3EPFfz;fZdgV!}hShuhwsWQ~U zJlX5sZ3#u3<7n)dC^?S{JaQ-cjYrULXEO7x)($AD4OXXl$AbCSj(uY4-NdxC2W+{I z=8&Y3dbsBAby$ga=HMB~LXwr{`P)&<(5MlTK6!PnKUx8zxBN_*y)<+L?C1~ckB7O{xqxTd>A3Qybo#z?DfXAt zew6)YgezA&7>2Ww32FkbQm!C?6OMhkH=7I*J=MUuogz96#sn8dxmqICfN<9A7PX1aNFB7 z9a}7qbu#cDhxV9I!%GAW0`0!!K8vfPnC!sx%H)qT4qX51AKt=1pfQ&7cT0MV(>dMi zWoI)XUv=W02TC718;6uN1K?lq2e0ybV$`o_qaN6vo9};SUYZ-hmOF zfZeHDH(^M%l-v4#KT>KG2FCfH<6`dJ;hLsA4E|oQksNjdrq1lAYdUub$;adWJbl`N zWI>mdrWf%@(e((G3+IJV*c7ahD1%v16`MoH8endRN6SZ}RU8tvZ7Qwb+GD3r2x!g+ zLwYISf3Iocf%2+Gc*?F6`u^S?6c(ajU%-c=>j6nXj=USclT{s>Drl~=2@F9WntZ>U z(1weXXQwpZm}C40qib$K6exLFkSOyf9;eJs{@a!>2i>VmGvopZnB>{E>^vWeqg4;B z1-l+W<-M;aQzv&Lbz*T_%`Y=(<_mvsvh){I#vHpWNR}|^;lQwM=J8fPIQvL*Sirc( zRZ)p{Z|u0w>B9db1;6_ZolsXg1}*-3-bVV(!@Rnv-x-}%Y&Ur%yO4JUh8l)6Y~8o| zo_%jnRf#Z8e--7`)y+qLCAQo%R8{CWQT2W{^(1u4cupJ(8bNBidu*1y7@kq( z4%IKs#ZKHG#+h6eEd{O!AWgihB`B*xK|7^El%)h(WSUQ9_Wgn013nF@#fdn6Jap$3 zMjIfromF`f$pJlo?RK3&S6I9muc5dhM`WDnR8EPJfe}aH4CCwyB3{(p? z)40yP9iX$KxABsCAXXa-WL_5A5B6|hjMD%2CL6?SjbXZv2;2Hy|)vMGn8$ReCI{(zxg^?Ts!9|z1M_5zpo_D zXVDct*&h0qy1;iX4^mu<1+8 z_@)~Kq$P{(a{HBV;$NP-sl5S#=7U*o+6EnV++hhGTCamYzv^y=vJYb6L6Wm6NgcxH ztnLd2cR>&FILqSQJxKNA{pYsl2{fz8+|9Q+fpZTvWB$eFVjrvdS%%!dm{=vz6I`$j zR~&7RD9OsB!{1DLC9&NwY5nfmqeydTb1f}{`ja^PXw^uxF$ad;C;p0MuEvgvv`{V{ z1z3C?@M@dHRY>(e!@Hpni-o52!`JQ{2MU~t+s5k!O&dYln~!UdWaDja$1DnSGgH&q z%nmpsB$xl-iv&&x7;uEI{l(sW6{W2^ZK0aWIjTw}7?bEj3{?)tK#N0*yz}l<7@RLt zD>-d}jaiMD+KiylvxC_<+fFJzwzdub{vfy?IzUH zMf{i?PKBOpc~6)f{jsqvEuaDH{C|0ElPi(qkR}xF1m|E{Cfp0-E<|ZOydwVcGR)( z*Dfp=Hei+pCjeIHDEi%8#OKeXjh*KYUl%_4P$L1H`Q zE6jaoZS;2-hpDl0?$1NPxRCzpg3hTGDAap;>qq`O+;sS!*{S9S1nG-p|# zZJVaW(Nm6|ja}bicvX@&TSXSBRMSWSH5%yBRM~FH&H%$_k8wOSWX2)E4{8yz+R#vM z%Cxe}3dm#O%+a##NIDqWB$#*`s(7V&$chy>6N9yJ9Z#U?>7~e}=7TutwVMjBwddh}KslTg^W_B-RyKD1 zi*f#e<7opV*B4W`=u!2D7!Jf$kKn65mA4s|-W4 zCR0)C;y$GOs;(B1RDzzF%3SBu-?#dzXkGEnd6;~rDEZH-6P|tm8 z_{Y}^U2NgHy_Np~*?~8H&;I8yGZRMf-1!5_GTmiE$0}hwb}CELB-$Qi)tT*;@dM;;= zL$ePPTHgMLfZt~E?`B`mJ z=>ar*G2gn7J_>ck%tpTkx}eG8py$8w@7SpE#(RHlAM}0Ntz{IQh%@1bE@i4Yz??ou zQrAg;>{>tk$vc1(^0+zk)R~UKe8CO5H0`%Ynd*&k@cjrs?z7%k|Go;O$g4AMx13;r zt=nqP*c)u|3H|5!fP$3A?e=|4aWD|`g5BhHE>5P}ys464Rv}~J% za<_cb`Un{)sdef-bg&K@pvvMOgEG|kTUnQvdcnZvLzaSpeq3h6Ty{FPIRtgiXYIk~V2C$Zv^5q^=2P~N1e&!z&2~_u~x%Z_ZNa8rqNq!RnjXe$7 zE;k6!8*;C#Tyh#0{4@I=x0^zC3+oAAF&^k(V^q{XVu52l3FI$ITF~{;fId#&0b3uh zW$*OYg?_@qVWF!*INIA4*zDGay)@s{rb!b>ITsPl)0_->Zzn{%*Mo8OSX_~0rwtUZ z*V!HHcErKdFBKN^tT+@u6XHo1jTBiL;y3mPXcl?9nVT#Kl%2^#b#521(LY^R{(~e^ z7`;@Fr&z&UyhP6Fl}Vhp+@m$-UV=aP-iqm;zkrp3W$M>5?!l0FfLqiZDU80sT}e~# z1`}(kWQ!#d%un16zI5&_4A>rUu}R{`ktwr)aVcY%7>au7+RlK)KeD+3-$pTE-%(cw z?jsQ4$<2P;ZWm04{!`Ik&mqtTs*7*X4+4qw>9T6;PV8FM=uV+~2t+GixiEqp)O(rB z7HSW}+~k@9W0y3Zv?b%F_NcFg_qa&N*Wrv5jQb1L#lL_VybV+CR^x=@(b(yA@ zKVaZc-O&akP=XX8o}`EFDlh;Q5#an|O=g?WVto8`fwudraTjJYk%9ZKG{W}6AFLN)?)?*aqLIirB<-BkR^TeL+4ETUJ@g9bug(s#VOvFK;56eS zXg5E1E_tUEP~`nLhAo(|ewxGOvZ$d}KJVm{e4YSRTyJlTs#KseL@)s;C zp|SBsU&y8b)G4OiaMg)}5`Sm*^b=M{6&{>7ur-2z=}V*YAy;r#pYQ9>7naZ&>gZ>l zx2(^REh4%qJz4*8>c_858#s0#sjsH3uqNp_uDVY5Tq>2#v?P zwaQd}fP zZjz1mM-p&(lAgVb*WPEof=F~8|TGt zy+U$%0gOS7}&ilwvdOTE^TT`UNdrv$)2kabExVDyqkB8>#%$50oFjj(iEw#v<8Jt!Pk! zesL*X^@>XTb4ccc;#VeU;NcR(!kiW;C)6jYlmkgZA;&o48p!D`^jAshYIIFJw ziLS=Nf6t=-`)dyE`N?ki4TI2^aju0s>n)UfJzC|EOvI-0u3yLIf^lSl>gp$)2-DA% zm mLNbFQckvbvEYz|Ieko=F43fEZ>P8=u%l2j-~6~hGmms#$~$>Y@lx67qCzb z^TI-3d#>@|EQmgj9h|`NlUAuY@@3F8dU%5G=TBVJlGfg%xff=AFMw`w1s3-ZtlT~7 zuxYZ&RzGYBy7i(CUCcX(of7xn>$seUeu~Etw#`=P;!WiDdv*~97IL)6Hz?>-*JrAA#--)tmqF~{%xDFZ^j8X)^vs z5XYxq?0YIyh<;>yqoOWVEYP^iz0Xh^ehY1v`A@GBdcsm9*LN~OUzNsFr`cxMEITCn zp1=>S+TV0PY`X>ZML$eKC%mvDV$(*@vmQ#RF1-9A^EfSiY=r#hE|NygmsT&A!Q}7O zYsTg}*tcDbbI|T8{0;Cu*wjVER;@@b3!kfy7eAi-r-dKMYmos~P9I@P=&*s~pE;=M zeE#kz{|hL2@@rH+Fc~S#eXGxfft!N|mav;I{xK;q$-;r#Xu2i^yrH&zUWB|hbaDsy-2QaWWH zV7`GIJ0tqO!xjRQh&WB@hd-u zd1+_vvMnDfs=k&U`=uR5-7JMqEFOb^n3!i$F3ebKIHhp3UzkX*I?ulH9$-$qUY72z z2W*f`ly}njzzQF4_{W@iXnf+>&G|J9mK0A=uLcdmRLS=5(>&jxgLTO1#|0ap$g#4J zt)}qTq@lFq`ZnBf4BLG%NdqQhvre5Qi@{{PxT<`~Dp0?U-gqW^9aqG+(aRU}6ejb^4Acr%RsASfE5(;-udKnvu!D#;Ve|-(l zU`Dp0{K%v~_9>TNHPaC%GK6rgj!$fHzPa%1X%%;9{;T>Bj1^(Dx=_9TL?bR{UTO%> zAz=Tbri>#jp4hs2qQ_M<3j6f-Y8~_81*%V^!;v&0oZquIyvXi5l4~F5)(dajItTS% z!^K;BFHS-1&G-g=+t)EJ4Ru>q2z#W85Ee%^a1JP9fK`ajFv)?tqATfCNl>y~Fo z>8WnmLd`i^c590V*k|x<+3x0B7>u&5em$&&)X(>g=T&Qg`a?j3-qaGu&vIY-8|H`9 z!RMvVnss0_QB27=#bxXDl(fhDh|spG`n3L|A9m}@cyKvxVui0sK;H{rEbbD|Dsa@n zML$L$ICw(#$NhUx-FyJ~fd>+t48w8obIc*0e>OOCeOU5A^IMpyNocw8+YWo~8myU) zGQr9%4s!#c5o~6B{5)FoEEM|AX6ww~g^@FYGW*NdU@|B27N@FL6X^hXH3$ z8Z1!#7Np zD?1Kmm>)Ne)WmknJAeIZBB9;!rRDU44j53e-28Ht3mS~)Ma2!Rae1C?B0QZA$o^lr zS(n4GjZZD(Qs8@_7N#k;4gCNAG!NY}+SiO-`~{v0vi$^_r^lXpKO{gGc~;6v_8C(C z`p!2}-(Vc+{L2iHS4i1o@<;QB3C_2N8@slSL$%_UXLr?Ip!R)p9-YM~jAn%E^uIU? zOUK)-57pj=&c~Ad5$?iZ|0gieQobD0uf*t%+CGEvq-TcHi(@#==wtX!!yYFRf>~Bs zwUKgjqay@=!K96XTdva99L|{0Y*!D%6~-re8SPy#e2`yMld%S8K7Axlr{zO2Au*`? z$RD6|Y8Sm-C*vsRlZ5>1)j--_bnOpG9-HpCh|H);!R(7k$>D-eKyKL2!R}`Uq;#|S zwF4%&#+)d${PPxeWzhW&Wh%n;Z-FDygRWR9H0nS2oCa%{Ri1}L-^NxQ*EjECH?etk zH~Gg7Q*5%GILC9~|DT&PncPok!{J?@)2~`SMv_%<{)5vk(CE-_npJ8G3+r=6nkA2M z;N7{Ou+$8;sFB9T1|k@A6q27 zI?l;+R2C(cT$9z{F^n$A^>eVb1VP*uPdO+zgo;|1=ef1CLE7^9a?r z47-nY2#vxF{cT#!@7rMQu%@Ifw*brxD;e-JK8Ms_+={1vso=82JEJdEf3e%kF?x>) zBQ99QE=q-Z!=iaNm8Y%*XU7gG*3Jh4nZ*3GBUcNX1!;+*h5!FvrzMY^&0eg|vm3wt zFqA-J8)3F~a1mBT?#Heir{ZdRwvwsjeVkJe*43Tl+~Rbn5E+JYp#B#=7vrvtT{2S2 zH;$abeBM7TTE~N6IO^RUmtUuFB-^3vf`b*b34HwgB6TOU{3*L+o@tL+-Dv^8zNf=N zpLVfOTI_gLtIC5fve`jXoY8*))iuy1@A|G$!2?x_Vn>mN%&4`g59hNxwmz6~%cXp|J11=bQn;xk721PZRNmpyyVEXZe?X~?%IK)HenMjF8hFI*J~5G|Sj&$q?fvUd=`O)c-{bRPVI@HAAI);pE5_OC zq6;0;ayT2GPj7or2L?_YHj-M~zva8%1W(iYW6t@5%x+hLakS0$CaduQ$W=2lv&Yj| zvf}idBgq@$*drp6zI=hX^6MS@e_h4S+VTH!JF7!uU{zi8+waP+xSaWm@Nqu_hKuP;8s4~# z<8LH|Dbu1j#-^BeC2k&v&vG>={8LBL2-nEZ@xwTv&QZ3k%Hc`+Id$Fc%wCS5@t{4Q=fiZ3>TdCk%{vTc-c(hmC~!^z;UHnC9;ZxG0+q z^O_=7p*ERNZ~gX!z~Q~HX{KhLZBvT#n%sZ%_9{Y@>rOr2BOkECMNIb5U^I*#VKjX) z%!I+Njvm#YW1;=>&gmx;_hI3$m1<>lEQGIFnkmW_AjRG`EAxdQOfKHZeCJ?;Q~yoe zt#aGigWf78%NfH+5(_)9Eh!tP;_kbBekBNFp{Hp5>k6@xxWH=^QjJY>%%qTO-9T?svA(t{uTlg zQWsZ>>>^-+RrJKb`dyfRefr_XsYM(S4H$B>xr>eejs78U?f?qQ^vPxhCLo=wbK(aU zY#d|r%|G%IhB+aMW9K6rU`(N3JvxfxQ~8qhb~mu~MdscgJ3d3-^{hvUA7YVsQKqK$ z*a!@kET4YAcMsH;@+|lU%VNU|70&qm$8n&YeixB%7gV3#pgW+lAG;nV9m#b&iYpaO zM+Bpe!{E~nxzPGgm?|aRH(UD``=2&7-&L{$r~0cagtbEKPPJ}`h&O^6Mzs_L9e3>E zwhM|L$c4_04F6Qk0qERqVKf&Ig|1U~C7i<|VV;BkYJ|xloVFkmou)p)>@$bzlINXB zd?}r$v)=$Z{C*G{9#FVM$2>2+o4 zH;^@?9b74v(8Ls-(8IpPcRBwQEF-kBp7!~0iK`YgrJ7v5qf!nFC&wkbzWCz8n`dd; zvm1%@!B38yW^BM&`Q8Vv0bMx%Ac*;i@|M>Wy{S~o%)$Y|cYjOtZsKzBKAicE1I?vkLFO0fvH!p-GuJO$q>8D3JRczd6v#S3k-h@`@nsxKDK@aqtgEKc(h4)X zH_do^)p6n5w=B>0I2dWY$(t?Bh!fMiQeNT=Q20DcIO1v?_B>0CDcs6=`lZMc5nF#~ zI7stdMK~D7H=8CnHEp4H=bNHeq)=>bP}A|`yN0CRxaX&YXP{frK_XF46IL{D{h+E? z!rWS}@J?D5C~-V9agOMULx#NvuC^eIFFp8ESnv`@Z>0%-JzTc+cV7JQp7B3u=GB`y zuIzzhyo(h|*49Wh-9I;*KZRXZ6WDd} z%BMbB0c>r_?G(?7!m+boMdX(^k@WJ!FI5H(pj^s)(p~qR#ta} zd=zl;m4VOExC|h7JUi$2>Jm(FtIywQ6^5y#I^Hv`f;b|+P-Z^8jssa!JvSw3aLjo@ z%-B0`%bQliJk77h7@dOPmMX>#)Z>W zMEhQkRGhoBy{@~Ag47xQ{{$+mp|SdtHdp;VoISzw>SSXFEQ*>7P0TGp8*%=8oApkh z+=$OOu6hGzsFD@CxNUJJ+3Z=NmM`{p8q0Xu&S0yXflIAtDAx9h6S8|(f&756HBpom zriT|Eh4=tm6{6Rq=8e0U^b{FBVYI%LLNm-mdEbuTj^#NwFrG&C^oggsy8$WZC zNh8odoHYJ%Ya8@R7F;7;QH8aY1^yk=wa}TT5vIc`3_THiw*LHQa8`Nj(Y!@9^c6Ed zU`VxwR&orFTW<=~z<<|ecD};J#g~c(Br-Hp*LXemkKqi5fkpU42ln;bi?>@I!@lUJ z0)80{F!@6`c>Q@btR~YLA9GiSVJf?oK9vSrLz0^-)55Su$frm3nK4X|jENt(A7E8T zg;zn`32a;1-_)LAi8IGFxN6n4wz!1v&przt7_2K#bGRD_e?*s?T8Iq@zJsl>-?$5MU(MKdV4dff)vXCruD zJxj#?yWhh#as^;Pq^nKE#$k(Z_g^#-ya|(!lJ3`Q^5T&A8Q!}u_QC3R5pN=o8B9Kw zVyxr7fRwJge7mIs&}Gr$`{x#G7-ChoI{oG|G`IQb4=i}YWW(sOz}<^D7W+AOk0k+` zSLMCEUVH`b*M7qfE|g&R?c28)D%}aR7CJpAGKz4_=Fol#A3aEK|MYvCy&e`_zBp&!H&HiHThl$e_b<>ifS!BD_P{~NYD<x7uk35|xQd&4r>Cu$W05l3u26Gp%l~eFq!tNVfKN@0`O8jm zSXzr5I=_b#D|IeQC_ z>nHX9P1s?-GibD2aUe1o|(9$d(cYBaxd z5f@%@Uf3fkfJ3kP=Eqa#w|e)e)XyIsST$bpi?WrcziM|J%&KEB-6=Nkl-?*L-=aCc z=890v!d+>wDgiB8{^looyI{)U^aQ;^IFYuYDA`O0aisP1-AT4}Os19edB*h==J?9l z(nACB-;dKT=+iFac$uXcKTRe?e*Q^ff3pilXExrO_x*&$B-{3s%5ErREVUD=WrxM* zzZB}<*I?hV!SGXhg%IL4o9dfokKGY}PqRL7z!uHpZ<<~2z=Ci!!-K!hxH?oZQh8tv z+Jx$CN!QI_$SKwM`TZw2oVrJzx4{DoXm_|U|H_1>(Km9RIahJir_Q2s?g5S)xVw8< zrNKDzZ&(CuR}q%r%dg;t6O2t_>E6vS?yD(Q+HpSnH$(``%C5a zwYNZ((&LG3?SQ`>nbeps(y&ydV4eTj0xD_huHU-y0NU^8+~oco3{5NJ;e{Vw!nDkE z{{Hl>_dk5cKOS5-2>@Vn&dL<^m#6!>t_rb={|if|M+lt-DN0k`z|a9 zJgPp^n1CCD$Bv2}aYvGc0QF3g1eDSMQ>0ZOQl^*RsrMIc@dDT8Z=XWQctrRqwRb0! zUL6zlnG%3elU=lydP3M9xXMb`{T}N4Pj+89DS@On2HOr5d*kSToYe6rxv=T8LiBeJ zMDp9q<%1cHNNWBiOeOZhT&b@^?!f_U;m8Vj&o7H5)AXWt%de0uL6-MiD8M2^-g|pJ z&tTEj-P@uLMq-z)WJVir(Uwng%UnwigPC`e!QtmJahBIu;5xGcuG(<*+$(#4Ga?!E zcZJGv%KEaD<9RDs9}Fg#w5Q>!kv+W+NX!_|q9v(rDZe%Zs!{f0Z{ zRWS&q`n14oeQ%!uaTS+-M`r1_G-74Ph3#b(|8S=4c#)ZEH?-4C91^^*7zVZyXYawF4R&=MR|>=*}G9 zUpN*A-R;vwiKYfPRn6!4LjDrAiVr-$ufUA6c~fV7E97u7*(j)h`4*5=Ue~j5tYhDW z4Nk{h#4RthWN?=(#$n}cZ|DBa;G_~%aGZS)%NH)53}N&qY$JQZ6Gjyr${IU6tjh?4 zofl;W9p$mUY+zmPdn8t`-%UUI>KFFW-u83%3PCC>M_1m%?+_8YC!|4{8T#yUc~;z{ zurWvf??d4UXsip+dU~)8hpCEk<|T}UG2O-5eh$|A^1^O5)MERHHcLK_15y)L_ws%8gZGA^%bHw&uwj`iw3%8C?Q-Tq zPiLx$^hyz*nfJfMd4(eLf3_*OTBOxF{=x&=vnxNG?l=wIVQX@3w1;t_Th;!7(lpws z_?s-+vaOU6E9JFg&4AMASW!K@!A1IyZieDt)X{yl~;BoP0K#v}yGxl0w8t+=7{ z(Vm_b!QIf`22K@-Q5;?q##h06J^?hx32aL$`A6-+!9h zuxmQSq0ed^Ti>)Ep6Qvw_S=lXua+7iVBs?FNq=W-o08-EI^zI6y;6aPt)^k*2C!Cs z-O6F7N9$pWf3U_LZq@1g80UV^D~P`zhxs5U+s4TR<$X_2 zY|H4uHQB2txhzzH;_yKvEc_`HXW2f|cWA&B1^dO%yVw9xK(4>Bw%% zy@|mPoxa;j0jgMA5|wgiK?vIly8`Lo)DURsUVunh2#m|PIfab!!Se6=oGgE3Y^QHn zxFjG)WH_=*$f-F5NEGujsKlxpoI5r{>#+)K4l2{#Cvrem)Ysva3oBSG zpl9o&d=9(vCd+6a$3u3h>D7^Q?;wTZOy*c@f+cJ1zX4rmpetVa#u}jnNf}u^3a4F> zWHOm$>SYacVT7uG@o_l!mD5p^>o(T%Zur!XWde!rjd9Bk4XAte<5=+1G$NfS^`gyN zZRqb5lsFLo7MsoH-|h|(hLxLcO*hrw!16Jv>rBwu^grr{xsxwZP- zEujXu!jyVsQN068{#=dcU;Bw84@dcpKC$8ENL-T8t*yr!zEzg9WJ5B0t)pTd9d?R# zsiuB^3L{Q&NwYGUP<`s<>&&~OP*?Kvf<5y-{84{j@)vC#wA1R&c?R!?p%m^0mE}m- z9G5I%WH*7P3nOmh^>?67l?-&P{g`srHEuvq7Z>aV)jLcDq59vVw07*xt$l3Yb@lrf zp!D9h`+nC9sjh;?_YOog6#v#Uk z4QgrIn?t+`q0?@_mZ{L2R%5qV1R{{0Ms|7?3Bz4td(o;-Sa zSiT2GTg<9??(Ty5%LQlJ3rBHNi`z4+Zxi#4I&}sqlSm>_O0PsY;K1CXj8TXrl;-e$ z{8BxRlX|&V4(L7H;*f&;1g0H0|KFV&4fB66CpX>s)UXUjK4i4-ly8HLA9v;c`>X?0 z#f8A&FE3%1X(pZ+M1hS+p)zaBbnI8_BzJy0h?R!NbNqRXfpq4m(VNj^=!$dBQY!3( zW&IqkX!=zgtQBPY(eMYUQn4D&CN;2tp?a;i4In4%xoy>YEp*K^6zl%rgo(?}yTr{& z*l!=05pee(bT-Ti634ILmh~6?G^+&Qq~eQKeY^_x&qGZHvAYreGi&+U#KS0O5;$+6TVMP*I~Riw1ji>CbabF z9(+IU1(Xjz{@I>;fSsoLUqghIVdBwg{?iM)@F(MYQDC@EpiMh=ft2)4g z)9-@L-3q_Oi} z`3&q||8$-;?kAMS0(JLomo5I%%JvK01B=nE2YD+tVLg+wH}CvUTyJ%=TC#qLGn{PW z8T2tQoz!gpqf7;RUa(9S+^B;2xrD6xi=#jZ;_1aBomiGlovz|s!OauhD|~kVMx5_T zg{ZY+Etj7&#|0xCY!lxmPDcZ+&(>-6;ts>$k85VCze{nfhIu6;U<4`bvgV&RGH{h8 zP3m%eJr3^+QQCBMK~iyp_z5FJ43%3SNze|%xn&H@8TEu$4IjCU3w427&nFJLRG3$1 zxxs6B0Eu%-v|>H>*ytl+5^lQ+Jzf_wepWL>!zbeEha(!;bx>Vrum1Nf&d`^8cxF4y zgw_;lA8vyV!C&*9|Gcp(+gT{x`70!BNN>hm{Y+%0jVV}l4aA9iw_-(8rf}q3z1hGm zKUlfEFTmF4I@TrFZpN|(U_YaX+3tJUFez^O=l<+x=%@xh(}maY^PT9u19zGU^o4G; zl4Vy2G=G!+uFS~5aLWB{l|GKx`TFg!th^tTiBr>L4U@57(m5Id+ z@{$X~Y}j(o!EJeKKh(5v-MJdJ2m0JSstvxD0yT@%?iPm}juWR}iv%ZuT8U-##fNvG zeO6Mm2uh#Iw8Iyrh{EK6_;uizG3O7Wa;R|d>kw-FrwRc z1_x#Tqe^mhLEibwht4$tSmK_ps1y>9YaD8GzapN%LaUSl8}&2Bhl_{Q1vvnT`Rnm= z#|0#b?%vm_jW~FfJR8SS0*Oq+Mq`tEVf~dvh5+y7$Duc8)nN1b585pd!KIk_Q*w-)?5!HWjBZP9D4$k0MSDac3y{`n;AAc8tQOU zLiCKtM`bADYrb>(?hPD{_jdnga2!Ves0|2)up@Y~m-1~%=#lCih63hRTq(vqrc zpx#s0?Q2pf%q$f8zJse6RrR>e$gmh^!w26aD{T;IOxH?`6u11rV&56U3`AxB0Fbf5+*@SR;-pV{Daq>-6h>0Cqdwc_XFUg7Zg9rlflhVC$}zBlLmRI9h2a z^z_wEoUHu(=Yf+YF3F!Cu&7MH(Hw_E-T@srkn_pN`@k!#$amJ<>C29Tof6tEQ$*Ns zzIJ?f#R?8(JXF{j^96d^txrfvC1HE(_{;QVa}1xPQ*TI9Br>!*UD_xh;RoaM%V|g1 zU?N96eN*@jj+>NdJ!YOKZtr^B@#WTQEIh`kZ_BEOt-Oj8a{`ATpK9^vYY73G&Zi4` z4YNSSzM>>Wa3azgpR$%2_=*eLG{2PZDZ-(Uy**VPRj@j$t(hIUm4DOd9{=(CXg}Gx zd#ULi%$*D?R;wjIz3iLb@ekKvQTX~`Pu&WZvP~8pk>mtY=!aEe^K+QhIL1(jC-r$@S>$rE5oFU`A5uEfX1*zLM+gXEKn&b-eM7&ubVea+x(NkAb0Wc0Ad| z%h*yncc9<53F=ucN$I@b3FDC#D#v~EVCtsX`-D%XKzcG{Y{-)blO+Nwyq}HWyN9yb z?Lawfds$!MD^LWTpKAlQ$b$0Rk`!a2zD)crGaa0w~3kCn_wf3cN1cjS9OIgC5m z?-?v+1nLQ`*NsNWxD=S_Zo_jMdoH}5r};gBzXlpxC$~#N|Bauf2{+VmCWLO}*}ppk znv*>OC+i!bCy=H*wqF8f6OHNGQ!21U>*K-SW`IozV#4OvQ=xyQLY6n?0L)K&x2C5Q z!szvi+P?Z6?5WV_^=!3+n*PI5oFg&NS4*d-IsOoH;;(-F)zt|zXNYzIf|;<;!g}`O z05?`Xmpv%vRtxh){Rw@YN}RG)k1l@di9>e|}oBwarm zU0}=%lqJE)rYD=Q`j(UtK}?z9W#fiVy1){t5oQ9&#b?zcNY5o z@ZZ?s#t!|4zbSVdG;#TnqzLbQU5rru^Wymzgo)q%7IOk4I5QqTqCRmES8qyL-s>;J zT7&VAHjDC@sS(cdldOTgE@NJ=9!_9aEzg&zD@j=G)9TaidJ$R<<<=>PPT(wCd{lwe z9&8rLzfAhz0DapyZr!Ljh$SL+2Br)rq0T0xxpl`o9H@R_Nzn;KDpB~#(@U~M+WT!8 zH<%t`__nz}jPy6KF6Q9_Z~1S~e|Xo_O5zjjADVm|X0XMn*`!CTJ87Z6cH`_#5k4p_ zczu2@{s~edo(K7~nPaPD6fyj4KQ1uk8NKHl#Qu{3S$<2-Q14Gxvnip4`CS~Pw{}Kj zaYK#kqf>8SktefU$IQV56I|R&yC>oKAs7oUJa*LcAJiFNyjVQ@3|d@b z;&PD!H{akh?DKyfrT;e(W+qjTVtYjo&IDkAx@ahRrb11#vy zn-IeaU^f26{eZ`E&``(5VE5XAz_j?Yyf6geA5d9z?bEQ)MS!Yk`v>YvI(*7|#9|@cTrhJx&^qH@J}#AU~9U&Tq$cq`vwv=i8lvUvfge`Y5@= z%=X2i9kD@BdrPGIaGX616|YqUA9uys!u*>S{X$4_8?a0JU5)Km6q0mhDcDsoSNlAC zYknne-~D?$A0{2L?m)~lSX|okj@#oMG%!S8GNXLMpTk`plC*vp!QRRzxLXwmrQiO_ z8OngEQ%clb!b@1p)bl<5`6`SmxL@b0cO%m5HlHd9FhKHECLf!ppMkpGD&6kSfMX_a zzqJ3n4AX>(0|-5IYK1_BqjRZP*?T1I zv42Rb=Z+-CSKM<0CD?GcoBFPf24<2w@;t_t2{im4C-Qm4v7WX|a^HVdn5tU#(R$}; ztcyNRIi~U($c?^SZ>^MI%6IDb%FZsr&W)tA*G`R}GJe7eE3d|fTBkjR*xiS{i&~{{ zl&rq=c())9$A8`#w%kLkNvdkmU{q$X;N=IT-9{0|>m*rtqyOl!Tr%a%e4jsxS zNC0{Fbgb_L2V`h3lg*V9poX{S3d^fL$Pf2qK7M5m#?;GlB+gyHuhi?9)bI&Nso_%U zUV}KN@b1R2)+1c45{xr{Fb?Is3-41d#sWp3?~V7A36Ou9UA#26g2OrF=PT;Zh_uT- z?Hrf3`d|2<-y#nSuGgQsf7Cz>mXhbbA9$t*eQAdi-qM$2xqXl)M>gQ>J@#TcFDiCy zHjfJJbAWWwf91AKqDYZ?>2vvfG*B{>?;5}Pj-&ObH0wH0!f-4Dtx3`d!gP;v?VN+6|si*YRY{ZU0ehvQU`Z zIB{yrGY)J%3<<%cvnvvzL zoBsl(en}vj*)C%?ySO?P5$?5cJ~R}qZ`Q?RYKGYVlUqEICl(v`@$Wws@*U?yf61v)3xWFd%`(&GAPg#Q z9%nsZfs`Tv`@Su18BN<47N%B2WPZJHR`_@62V^;zg4P3gIgShWR*`~ za0-nuqiuxQz^>;fP6z;z`N>Tm!9TdFOgB3$+J(z!_q*SCBLJQA{OO|GHZigP@}-dM zEpK7tC8q7&*m|DPUrz5;oXyUeNdgsUI%M2p)5Hzb?fi_!K@YGo|A~C^&Jv*hc9_-< z-cF>Y&v7lH&|?2uc?5gtA($bY(M$`g!J!>h`3-kspp&P`R3btX=Be#3uW)R`H3R3~ zDLnz`C_BX^R<(~vlUcSPZ)1oXWui=(AKu~M!j1=Xa*a4nDd`sBe~S&QFTR^{=3?K~ z0gH5%5SRevRAS*(=(@&`TBltJ<5qO19?2Tu6^!2)q3_0w}4+w1g9 zpQw(bno=uAy3}Fg!b#^qVkdN{(YLLg_J`hF^I2M-pV;$x+hN!5cX3Ui>{RO|5hPuU zX8hgMj(=jRtWu7-;Fx~G&8d}695VM6^O$}FGtUE@ujuWDGHs4mhV{?zyKuQW_joFS z`Kr_YFDwN(&-BtbPsJn~B7^|5C+TwPFUr2s6Z^G)+H0N6LY3{Y4Q| zIQ(zkux7h0%>3TrH*De#jpiv`*MhlV?riBn&b)M-B+&B9pc+oS5(@t3qK(ZvG95T~ zIl{X0h~2lkc8nkSTk5(^4*RdY^S+_4j#H;ZYGnDJ0QK68zxs-xY5{2X$cW)B7Qu`_#hjaY78*hs!yIBYd%+zxxr7=avU%7|x%o8N;Q6KEfw= zd*bw^U83&{J{P;=eeBfKS14o$KJ^39nL+ym@}`R0Q00op>0>=afW))OV9eeVI;ji+Z+NCRhOMN>6Q zq+l`PO0HL15YC(stGLgdiHn@>m2UfVh_s_QqH>qr@ZVX&P(RyWSQgRw5N6X&pb4~( zICqhjz$iFf%Jpax=A)#KP6>EG%D+xEMSANt7r4@sM*Frn9;n!1aKZG5|{YU;}%SH$3bkWwhF`rFfB zNj(f#DNMB{p2rEzF^(qLHE0?ZQu^{}6jwDS(sDlu;EK!8OCH(}NHSbI&;H~NjNjg= zwr$b@>ywThvOF7t?Haw)eqN_5e|mtL6$^#J*$} zmByumFvLzW{rW8!XAb=9{dDImF4}XQy?!bI7Yz>3*0s*#lmtUo+IkbLp340aocb2) zzJ9h$W%K~zlE7r%R&Q2)yfN2aC=Uw(r-NnUo3YNJDaN{p7rWI+3Cyj^P_Oa++Q*&M z#BEaocdD!JKnEw^`xgr)&}SUnqG|jcs{JR|rvi2o=@Piy9ByC6GFMn~sTn0OiuK+z zs!N8RwxD!bPiL4tt=r(LEsV>>X|MKbe+5-GwbN~>T3De<_yf#~I4|sT>C+u=Ov$^{ zM(Egq;{nGUPdlB%z9SwHC(0#o~Z zJQ168&>Dv(Q~w!;6vL2j%~FZ(VHh!}QS?Z%!f~5CyEgva(EVRe4C%r1t=tg2HjR!# zYmvx1=>S z0Qzp;fAT0h6sFUz3@^P;fFHgE+~4aoux%vQ>W4`Z3>DRXlV~)6l;8Q>H!cm~So_A= zF;iRg-C}pe)dSGLcK@f{P7xTm&;iR9SHSgsf?(?}5tzQg>~&(c5;Nj1KHV$ghr2XDEZrlah@GK$zh=r=O<&ok0~P_4!0er3Oy&J_a97p?>Mk8i+0 z`N-URPbrx7`j7K8)dUvEBTl2=44}q1X=S%S7?Mc)MGtQOjHByKRT~DMa75|qJI=cj zxVcWp$sD=|JG5^vj(8u!`rjIDbwYW#8TQp$vt16GjNeSu<8kIhc|+Rr?Tchf~X8q|~u_obxltReEy>=9WyvejgRb>3CfZ z))*zs?rd+_R&oMK14(B-n=3&7UG?lvXEtbyF7=f?Ywv1=*`B>p<5 zjqC7bInF5)D(}q@CUoLp^Zply|A?2-#qqSvm5yA@A6;y_;&>2OviL_AV;(^9mC=hk z3eh63$_Jo=(G>Y;IFyucvpmRo1o|$@%_z1%MhekBU_+(^me-efp8J+SvUgr> z@*`aWjbu)iTDBm8CbDwxwZv-da!Sm9|0xy7`bjPSJxhnbtUH->Y?q;{yY~HBktR&` z?#y5MXNj}#t0(tIF~Wq)d;fvmrZ6p_Uf7x$h7I8oZw4BE!9u7wkyAu4Jb!4b zFH(7wPK4EL`F4kmHur8^mtO0AQW^*|v>dM(6VE}np;$nQ&^;VWlI8NNnTC#WWf8kJ}o*k6im;HdKfCgY1*TYM<-`%xD&7IaI7c}m4$B-fYIf$t-+Fm&-` zXiy)_A3M<1t6~UFvL>TKgbPsb$bNBN=MoGro*|uhcM2$Wb*^Vx6|k3vZLb^CFb-$k zDmfT302H-#AHAzdkUl&R`%>^8EE`+Ds}ZE)kY|xm_67*<2R<#ieay#g3PAp+Z zT~obxL@zASXsSrOQO9{x^S~U}?KnedH~f_O85+9NBQ-t*0r~LNpW`W_NGTlVtTZYG zVyMcU`@@Z}@aEv%xzmd4OF3)JxYji zn;i6Ys2Dd%ibAh(ug5K;LTD_%&j=N?u%`J+;`GFR92IHV6LDAvCM;~`cQQVK@ti1E zlWH-jV>qo&(zL*#5`vBY+eIM#J9Yf9Vg{_J-{m?!5r8p!xPII(I0I9b>5ph?YGFpX zjh$l9Or(+NW93ZLz%j{$IG5}=82TYB`fSP(+ub#HkDpw_RsI1|R^}26$6UXrJiZ%8 z_lr$Edv+IQ41DHG=38*I$Hc(y))zI=$EwvKtXel)aO#cIO^!8@N*Ihtj-6wcMG!~|@ z(S*A`9LHZTEKF|i`TzYbPA-!EKwou;OVDT_k`C{g56@ZHn*Snl$SHFepY?OQF|iY; zddNzh{~g7dzzb7GcW7~nyy`0-7losz8;kiut`ccRhiONd3USV8RQ_6v0+G(kW{91J z0)?Ra{N-3XY)U*BlCrysZ67a44TsCXoc#iefI|YTNLHTN_3j1?;)yG1JTD;1DJQo0 zObZMbk2XE$QHHVimvRih`#}2(ts6;6r=Wb>(s&b{FBFOzjvVD<-0H;T?lIci(I4#cnz5&SlicI45Ug1zi;~AFmOIUrl(bwZtGOiuYdG$;$0b5Itj_lcf z9jGTgqpnBI!z$gMHv5~L*kWRAde!|LjI^GM=GWZ|t(hM*X%Fs&fv)VwxAa0_;X-iz z*ryLbUj3weD0>1&WK{w>@BPN^v%`+Y|G&Sp&b`0i={=zL_oGk8=`3*J-ng{7*-Km` z^Zp#OGsZ-Wa5}#AILgm+{|*)uK(n8r&C%75IH#)aQzx#3BfJ~zjEROs8tV_{s$Z3H zK3=~~kLxE?CaM*WT_6ML`HhTIMae*wl3)!vxk=^pHS^Yzv($b6j1 zE2Fqdr1cUSk@}C3K+jg2(if)+Ne<+J<3b@=(vg#5I@U>~oz47JYA=rS>eH&9<}z{R z_vqr`Pr*dm#7n%=1Lt7jriD`z`wF5#NYJ%80cZpTc8SoFFeUk=v!e9@4D~+rJ-#H0 za}HLE^2h6dJbbn9bj6lucphUSb#ntHM%z%!|1XkrMBCfD&46rD85COjjz~NFYyK9+ z7B{}#cz<@o6FQjN|5%+pgDY!Q^0MkYIM!8$F6wPqoXw$5iF1W<=9`8#p>{ZZG;5M{ ze+Ml5vt)>2`~^b;25cKL+i}W##gOE{3}Xv?jkSswvB4l-Dkn+^=4Fk*rB4tkYH<&f z8V|sD^h_@6yg1BwUAWS65{Y!z@AOT!jX&G!VGThMl>y2{JG9Ojz4+5TleBhsnh#|q|4=&{#qugk&`F6{pM z@1STVw%nxf9!xKX0j7FIj!q)9Yzz2lk~)Gb!M=N?n%96*b|mF=fWnr4zwRF^5Wtx) zIU7AeP0)2`|GjU|{v$FnXR;mfDaE<|FESoiXkg$}6lLL!J(NEGw&T{*1}OZM-3>(( z*xL~B+~ceObZ+Cjzwfpdbd`PZ*R_j*3hVE?vbMQF<35@d-F!|W?fJmhHse(2;oPYB z`St;HOT3L#*d~X$m2cv1sW8CE50C46AFpBW5s^X;e{sd^-}#REljRB?N_EC9$SusGGaAs!;D0RfSq(VPRZlK z$L+}{h)%GaZqV)gRSf#?d=(UBynzdjyj9ha+K^%Y`eJIO69gI-wAHqs#39M+Gak-y z&`*$g-G6v5j=Pj~?fGIupz-C}X0=}i8`+1G4rdKQ8qJGdR@?1Rc6g?R>(T=pyOZ%n zux1k%bi(e;SjpmC0-L>5;sxl^ia!~6l?nZHcOzt_;INqB!^R5(P~RZCcI{>$QWe{O zx){Dg>fkdNO|(Ob>D{0=RgaL|b1}|a$rp@VSS~M)(<52$e%TVwBDP)Vzx}0)0Tv_2 zX^zN?LZ4)2*cpa%xcb;HY7T$M_v^>hhX{MtpC!+S@K)ae|E$JrA z$7bk7>j2FS|(S5Im2!up1#otga+d&j)`v}!*DP>|~fD6)J^^H09L6hb#hgbbyVElf59t-1bY`hXIUF+RW zWLmY3@S%PHG#$x&&+?H-N6xzCfASBGb~m`FUzW%5M>`XSgZ{zH5&lpe$t|Aq|8F#E zDiFs0-q@vM?}#n>quB|*vrrZ{G5_N5NoaN2ZZRRZ7pch`$Bw8=!=w|-@s6k;SZg0U zD*jytNIci=lJ>oaK0|YdwvK%`_#p0NVFnGh84J-S&%eUa0G;hFf0A$jkA8!DpKz5^ zVdqBTDHzo@kmb5}1S`IW$>`XvcB#+&eq^Qx0cOHQgy8{(=4@rv~T?jZMaWi-6&AxRKObjaXd!Ows~;UtPsKNGW_12r=-&RvOGimb1fyCq zH&eUDu`lfV$JYT4u(&c7*{I(LbAKMs1sQAyN=_7od($842iwIzDDor4FXXv$Ee{sW zhQEJO69Z+hMYK+oTjKw}KXdz*XDq}7cJyYEaaBUT4rV-H(D|cdUY-@?s2%4I)YHN? zK@TGaRcFj9lUM3a+6m)JnXH1ODrl;kTnkiT#o->d*n6OdtJ88_hgo|u+=)Ya=aLjq zYO=HyGgfe{%6|A*)D+B=NOU~pYeUlH3Vfxw?K+<@Xqp4@dal zdPsq#WV!x<%1Ridr}15T*aGDXt6yH|F92otIXRv6TU%Udr@b;d0Cg$Rlvbu)NV?cs z(>(MJ`gI%JFWARGf9OT$&wJx=a#=>ta_1tnx4*qQYW^43D^Dth(=g#OOaBGlnv)pL zep}F7$PCHhs)}`H>A1W|FG};s0XvR*DHU89M&AQ}&L7#kiG`Iur~UTZ!aDc5JJ(ft z7&PK=iuRYp#gQpS+xORSX2#uiX@v=U^L?#ZYYeg1L@0KX$OBDJg}bzcZE>PaeAV7J z42Y*fce-nO@7dxe=QG=i zRCi#b9s9oXT7O~c+CDEv;TkO6UcGG}-ydk)b)S{XpamK%AB^;NzJqX8ABID$PquP! z;R@Xb8G9`0nC{ryVP9#KsI^&Nip0`srLDZNqJ z*xGBqY^1CMApO;8p9@JjNM)+?>2z&|q5QlYSr$$FVd;GBj%fQ9*Yn37F=O32FX2u< z>s?5Vr{)N_-h&n{UcaOt088M*J)x#+DA^Vx90MwnjvX!@p(0~(g* zx4NAJR&(y_{kRo~)A!ob*tHK}Ka;(4jeZLB-OL#}D)9$1=IZvk9!-F1xzGVtRZ%1# z^>#KQp2Awa&r-wF1ZetPd4N7RoIrEp`|H@LNT`-EemQmd8)U7XyDD0c2QzsOJ-xZw zVDaS@joDx+?CLP=a$Ru838~xvnNz;O%%1$#O(8=_;dk;dyZs2d>UK!BJ$!~mA0JeH z)v|!`gIuQv=Ug$+Q~lhuiyCwYOvLLYjbK5jz5XkdvgM-rF3#c>>Xk5m*zp2Z9j4Ss`J8wI2#zB z*=Tz#xW)Ow%7tQIYO%~TrRDR^cI;_N4VFW8@Gx*ihC3udza%_LX(u8lmm1e)aw&sZN~*8i7u6oU!j}1%>8`) zI#M}1NKRTep?qv4_p`h`49wn&Sx)N5lsf(TMA}lQfIF#=MAjy~4~7GuHw&MBj1XDF6OZ{p@xaxVAJ=I-v{Wn=|h@J2jyDGR+&&Q8G3% zTq8S0tz&Ae>F{eXh5k|ZV$;`^#sbk7AQ(yKge)wl7xY<_G029lycYi))!w%0MlluGnab9#VU#fBf z<_;bp$s}vR(5yK9$hTsc4}V6-Pp^*y_1apdL=Nan+2mT$)`r(Zr0Zwx2&VZrCH!{KCv4+R~B z-xOf+J4gGw-m6&dv+Y8AUkVN!o_La!oecvYr;M&!+=qq(Bdb|kT(Rh?>LPX{88^gf z66CHP!oiOpOOHst!pX7gf+ZJE3|d7Vi!cFGGGUne<0^N+~h z!N$kXkaPE5lm8LyXUj2;wt4`QgTcC!sh_ZA&TO=?^)R&gRddGuHYL*kM_-pzdftk14*k0GY^t2YB;5_UrmU8M~gYk zT%K|pceW$YMJA{$1z(1xbG!7FlGI_sdC#kJl3p<5Ao6RRSqW<;mPGYN7>G1VkMa&J ztwJ^5rId2Er?^(${AX%C47xNLcknrC;LyobJH4;`1RB{NJID^RIG9a6Ew~ z^rD0fOC7GQ)R?vZ$w6|~OIt4O-7wp(b$HxV2S_VA}@-|w#A)Td0X(6iYDI#}E^1BU)dcyTOG;KW(_TCx-w2VPhC z!j7{rckca*(R>MppWt34F@spM8 zm7RSZd+)u+vFADV_IUn2=XJ(?-Ph;ye*g6?+&-vOcnao?JWdz4^1%GS6Us@KsD>X_gbmj{ zA*n+BOuVar?I|27jIq?bS%|;$H-lZy7U`J7Rn;Z{JVf`9!-P|M@@4;(Jo z&DfPIhy`(9eLI&9!Kx<!#*E@0RpE^|B_;vZ)a5MDHC&(QQ4#NeC&IsS0gD~j7nXIkB4^y`kvM+?U zK#A?*n}~08IA%mMfBo=(ur$YI^%a9m2iU@w#k4PQDoc!&OZ?|Vi%Cm<#eL=%sbVXSyNoA+W6)K4BC z(pqiCncYJ}vrgzDjRhD~ z2B=`q^qIrs!q0%@e(0yX%WG_yP)}#@e+qTm-Buf)@-cAAgC~}+mO!bIt63;<7RK-Q zd1+;iVzHD(emZLzrd=jk=k;v^spcE)8lf7dc-BTAL>$GISq(eA--lrPSQB%PO$FBM z{qeCaKpx6{D9fW2cEOTRABP)F8jfdpHf(+{g9J0_QJ$S>Vw! z$HjAJFP)(M0%Rx6u>1N1?63|Om*6$Wx!M1==t#V*9ag^)M8Y^}B>h77F~o<=o>a#&(Z_TGJyZVf$0yQU3EoQ0nkh z_Lx*RlniUwnzu;9;MJ*;&hn$UlyZC$LfntKheM-E8B{ITqf z7e7=m>`ZT7{vrpA4_bJWczSU%zluVMtsK7d-(ScWr-qi7PXy@-ej$nRVexoF19sfp zd`v86hPLHY_d_S=aZoX~?BSXSjCQ4N?6Y-*`3e4IQK?ZV4=XsyR*{UgvNX$vSys4A z~~h91h}m1$22x zd~BIr6EFkS|0y;8Jl&6@(c!IV3!vj%w>4bGG|}+cP$ADZT~aT&t;ek(3rJpH&v4 z*`CJ+$9E|Ea398eS65d2M?%8>ck>J-6j;4qh+LWGjulPBv&q^!ebB1i5M-o;O@EDi zo!5?GZElB3+iPzu&hUTnPbg*Qf4M}-`5l7t@b_Y!%U6Mrc#Zjp~pq(ZZpLFQ3De zEO0S6nZx#sA2fDZP&~`bhpBT$$IL9cWhop7wFZeVWvNZ~5+7#D!D^W6p^b`lTt0AM z(ki_iJF+b)9Ucc`gXUP-Bi3x$UE%+A^SBq{aD&6KG`R)LVK==JkP?iGnLMTI>XSf7 zS9RX~^A{`yn0jB9k;icYTNvA3E^LkVW4?4F6Guh&zjn3X596-=#^gYL-UfVB2RTol(1SO2h#(?;}$ zPA{u*lq)q@{Y(Q+_U0)CR4HRlXu4s7{Bcc>f^&T04eeXwH9 z-0gcT30qh!M4Ci`acCt!kd*cm=Pw=`^$s_~t~)F5W?37s`tANIcehJ09+NZc@#sIu z4|R3?n(dGC93NFeH6mbnvQ#ACxDk@m)V_#tj=_3#eZ1F=&$!CV5@J1|1k6(S&;10EvZ#$Cx=0VIQUR5}PFTY3$#P5U2?E)zjynL#)}FydOskd_H7Z3gCFv-czRc2)`5@E{HEeA$jsre zZtr@TyH<~_RTLzQt{6huQO0bak>u2d88P}#3b(lVlV`m=y(u%gtPVO&@os03p z*+b7yT#)vFHqCn5`d^;dH|Tlr@HxP`51!DsX9e&)8ykJ5J1p-ir&?4m$Cj!@35inz zIGJj2dXZ8HCnw$%&9f3<*q7n=v{5MxT+mK1$$1RhOE#O57us+vY`plOYzek!eZOM< zvJ*&!F|{PpS6s5Yq}k||ihWmw_-o@1;MnJs$YrTj=r6uyQ#YuNg9j94r|Di}yZL^K z1*&lz6)^p2Fl31dzAB3+PFW#Y06{>$zg4~E8&5qfw&t?t2yDQLa!X_U-zIEVe&JOY z5e#cKN`m{{LS-r3GdT2mHekH?F1LF*6;4FGRKF;a4u7o8-~RGefh8sN5sOYK=-|G| z&Yrl4vvdV_rA`*46g zthANlHun1oubuq)3Nxr=6jzP!LZPXB?%f6{7?_niEfn2?8-a%sHt>+Ne-78@G z;RFsb25r|LnS=^K_TWpy{jh%QZb$P2a~x4UJ@spy3wu-?7^3c&VGGx}C+$Qgn7+Sp z`i9wQSxWxgcIq2_uyizFij~e62F1T!)V{WcBX(~XFB<=rrK0~mS82qEq>s%nOpJFy z%>D{D)xLRLp5t1GtN#XndERrkdaS|R;nSBp3(g_&Yo+(y18gt@GT#?-NkE>yq5Ji7 z5P`CWx@$=`7$zSw@AKH?gznKSXSb;w9R8;JynyN-H2Sst+I>b0d&O5@1a+D~;~w^V zyShto@zc|9SN}_g`R`+Ayrmr=RCN7QC;u;Oz4R{V%LiJVUU8qyT9?I*5fxR%mrSxW z3ai^(B!I@B0Vel+0QwEKQnZY_z~<+nGj7*hph(ewJZp#-7r!OEZL$-@@V};)=aW`p zQvOEl?Yt)JvKIc2IZ+V{)<0TZxK4>Z**fe4JjZ3J4`}P2eI5!UCm&uvoAC~^`iB!E zn-ONtK4Fsz)qqTspX(Z4PUwM3PFKF$<3f`?&t0Wv+@Sd@SZlF}o#iLE=YG%Q<+I-D zaBdVw7wnQ)cm2WNug+iBRpf)kGxy9j^lres7vIy7dR2%aSvq1&B@(EH#%LdC!0g8f zA0s7gjOTngo^4eNZH1%+%0r^?1e;N=rorI+^*n*EJYx2ZRjZ_Wbg zTmPTCyPgv0>1E@#j45#{^w~+uxnaz-eY@+r1qC#L$*tWY>^P_TM%thLHgp^yKK7ft z24TMhpSK-ol%)>2vYBBKyOYmNVjRgVSW*gxhwId^-tposD~(kAx;#NRvS$_NTm-D? zCi1aKtG8;w>^dg-yZ_w3<1ur0V^vT8i@=4@FF%N!Ctxlq+Go=5EldY^J=s#r!Mgks-giJ?jBw$kxRn%*S+G3fxBSbIRM7&+@Wg2 zp3aQP8P>&yT;E-Ng!6wsKSMz=XdTO$Ir=UY7Kv_CSBQqNGHtC9#O{ZS^u7mK&=?1N zcN;lJdfCvZjt z$Rm@Ue9pSK<;}8qqLd2z)t&uK89u_s>#fa^=>#ONo#Xagtbuthg{^4!A2{wl{MGm{ zCuT6noOrs@0Xg?#OM|9f!@@u&!LC~iXZyeOGMxDi3$X!4l9UF}zj?zr^;$Xn8{^8% z_@{(Pve#k{zwE*x8p(nP>K#v#vNUhoN?<(mLfhpSg4X5Z#m_OqCRE^9C|Abw_UA28+?ZJWeH$!Py z#_`fK*!n)E%D=Z^z4aOUFT9&@4b8&h?>*MBqfR&*8)tb`RtC4V!e0;5%)^+e+NCnJ z3>f@y!^pu|5^?L;ZJH7V7*-~_^W~)BjQ>iQzO@zfg*LzEq!hvBi)UYcT6BR%eWHji zpC(SYdyPMzpoflo!HhJ8DL7Fw;&{BX4aO$DGt3Nfp^dn-wno8?^O6p0mh>O6EcDw^ zQO{Paz1Nt)_q7-+-K3j6kI=#rPmPehf&wJ#YRM9Yj8wbsWh)zwfusP~eeOu2B0!3om{*$wZ zU~Av`2EA5g7(V+l_#zT;CE})~@}DgNP3jwYp#6XMY>+p={)YRbDNXj)80(6KFG1 zYWa!98cj?wA5?Kc+PbtgP7sD&Y#Th)im=&Y_hskg-S|6xqtxm@aTug+xBfQu75Y}b zsJ|L>hnB{=gqq6>xV04gMtt}g#M~(U-Bk4pCu*KmdzsJU;>Ctt>WT8W;nO2|>0b@h z_kWiBIGKnOUwi*c&OV3BPrLX}Qg*`{Ipl8w`4O(9dpv!dUV`POoAO^3&I9SHzNmlO zQy6gEQ^&@r0Ar^w=GK2$!_Hndqhcl%*jQN#{Nj{~xsTlT{EbnCwmrsuBQ$oHBXNM6 zYHJ=Q#GNn=f>qI2Jp2 zsVvR2z>;9gt1OZ8kR@jHjz>!!h7@yT953z10l)V$l2oNIbh;##FKr+8e)3Kdsyqbs za-Z~@+h<|$>mI)~#xx`f1lTP#{>0v^4Ev|=e8mQ?QxpX!+wk9w{^7%|&d~pAgV470 z2CLar;?15kVvVDNM0?49SlrwE;I%N~Ca1(D^CQ1t@=?k@S|tM<+gMdId&7mJC0k|> zTXhldUhmg&vjbu{dnhgc7OtfwJ!q44!^ZY$rV5Hx#Go%d+G^Ig^t$Z3!&znmWqj9m zQGXfw_5>yHivbSZxS!_r{vFKx5X*==(}r+ z;a|~Z=&H79{Wx?L77v;pzZm=y8$O#4oxMfG*5v&tMd5@^Qyem#tYoa^SUO(r}&|#)AhduG8jY(PAf`Q|ApF z>|aT_V5$pg{G)nS28W>g!PP7(_c<6WwM!UH*Tc5)KQA43jX`-{yTBTS2LVeiTDyzX!hEIODr#s5bb z`nBw8R^B{=AvblwPfA+g+yA{feK-LJ3+$N3SSWB%=5z1&J@;TJVNjPjAp`2J?cKQ3 zt%Ji643bg#%nGfv&a zjUy{C@jBe^&uvy1pB;5-yYU6BhcEqBEB}P#=-eB0ylJ@Fd`WOC$`xAKYX4nPJq451 zUhw^s2joZ2Zd*225UA+%E;5m>VZkvXljA84SSIr|IOzSs7Q?>B?h|P^^3C9O^!O@} zDl(Oue+EMu!{Ad!0WbJLijY)VcZCYmpVYhOPXqawZKgI)14fvz+O5Pr%ejZpX|*F)oR|PJR`y>L^p zYnX|B541MwWerpEL8IowvIySKu+htrD?&SgBZ-O@D-3d2>G3tB!|V!FuV$`kWW-_T zQO5CyvHxJ8w=Vw`hZB%GFH%$Z{=p0lxtAg7hhfUuX!}mIKUNIZ9LebY0b4mtYn2SU za7B*t`yC-i7-|&tJf)t8Bx&IvuX|}=xP8-{@z$)C!kNAKlgM=P+a-8*{Yb5Ri^EJr^_YlBK2aP8n4R$E}r5GF^F^I7j|3Z2TSz zf%060#RGPEB#O>wM+*nT(CA3bvztp$|Mz{~%+GS1onMW%$fuTNq@K8YFFY1Hyz;$* zI$dR{GGF&v#$J-8*ku*( z7}E#HBd}8M=WE?{4@r8F)P?UqLAxK+wm(ybQCVIlh)O3g2K=VZ>zu?U&2bkNs*AXq zFQQ5nvVbF-WM=1mkyyWWuvAqSlHMHF+!POmz#F~}H!7dPk`)zq%%d;ZSzlQgmKzPLb_axavGyTZZhzj; zW3>K>XhzK2g@pfqDJWUk61MzcK9X;wMt3wTk(>UGdk_@%7{kLIm#&@P}RTCz2L=KK$dIY7N(TTOl87^gVIhgIn&-RcwnQhi@D0U2-yaX;d+{=~hFQ4$ zTqZp894(YQ?K9|F`;ODv^;g|IjuL2H^Q0XbI&i)1^v9#AX0ZIc(D+>lAM}nXrJYRK z+5bK<{=c60vH8q@{%1bj!8s%UiOg+YobUTPQhMl$5*{@@9DJfl9il!3>U5BZQpQmBpWqEGv1Qnd*_$A~#Mu!z2q=Ii; zv_P`nUfIcqG&udPWO_d1DKso?J3R66#LC5<&wsBFb~yF5kLA!$?1>WhnrK#lq2@Gh zNs1;|Nl5SsbICY<$Kb#ruN^AzW+M!#@A%=JBll$GwQx)9YRhmg zA1(;KNMgGB0qSQ9(iFeCA(2qCt0iv_kn-tieY@fy(ReZ0OtTgnbk8$9SC7D^RLiE_ zMdGlYc;x7Ug*z+=GH-ic8p0~xX1sC15LYb^Unfa#Bk|2p^MCvJaF9#lR4rdI=Cx=< zmH)`YA*0mJ`2q%*dCI)+A?+$o>xiB??BI#Zi(loBv)FmrQq4522=QoUu1Ug-@Z`lK8 zFdFCT!QC2$sdq#hlD?T^>j}p&lw5-i#pK7&|AavM1>Rd%>JQ-PA=Z1cI_J+eL;rF^V14;)KP=`%1fRYd3`Ck3h1)-^fMg?)b@Iju9MW8(YjzI8 zLI)A`$v=}gsB}5}6om(F+*qmOW7`c&>El$Lv^KaLDa+;hRtIJi$8=4O31KqjxY?yE zE>Q0n{$YR30ul%3jE>zT;aGdBh?zkhG@tc;^i`||XIgy@+le2+IR{hqo5SCb{Mfws zNzonx?PW#`R`1{5tx6s zC)e~!fh=YBhhKSHEjTi5Y5LSC76)%^87Il>V~Xi?yuv3-Tz;%#e5UXw&ar;z70zCP zo`z(`!*LIxKWy)@J)*ieV#ht<`==h-_k6D2E@ptqr0q99egg&_c9;_TO@kdtQKt{C z{=}wX-E&F%i(%0qG8m!@vFSeZ8RKG6$UWj_+-X;c6{l~!OH=xY%OjH6^?ti?V$zz5 z)rS(-EH9b3@c+fe?3l2Xk{Fmv-1TKEzYYe#>rZ}vKl9lN8fH7ZOis$TNIVa-dw9e^fgTrx z-oK18VuQ}D^ZVEf5C|2bGC#~Aj%s1i8D?DsqN!$CB@q~a9Puc!0Cqz zdSYtrmR%UJnxwJj#E-+gfp?}<+i}|XsOIha%(9fW50ZUWw_wPQuPff31-e{Z-HC+yhRI=Uq9ZeLF%Dwd?$6*NUWcQR@Mo(&6o#)Y_N(#RVNLIcpg%#* zI3`_btb2I@njf+p>BuEQGu2SPnesc>>hsR3E4{Yk#pEpO9%-z(kn&?V$pt1x?!9ef ztwArh@*dAU?$}>zZ4^p#AKJy<`~P=A20QboTdrzbBl%x;T=WB4=zo-di1X-fSU$9? zhbGYyhZ0pMmj4rhp)~8!_d3U6`uWXgb`pQFGs#zFF^&dFzkW-k6-dDhbxOGK*O$=F zC;xp@>l)Vc>Ldr8x)h!C%$5rmJ;WT(v*}WsHJG#R z34&fPvVF9-3ikAl=`z;r+>Z^4(vdgZII#XZjE(0E42%#eg67H~?{-f=aaj#o^@xe7 z8-_UlF+O1;GZ|WxYafWXMq%?>n#w~vN$4j=MRW}^1G)NE#~~gf_WACbem*AwLxG{P zW9CF0eD1|QI+$FF1Lo}8Ul^{#T(50lz26*m@T`RW_uPR% zF{7Rl+)#-PhCyX}*ju3Qbl%e53ynCfR?}ednjg|))xsAWieQT9th_rd56KU8V&065 z!${@$;c}Z$?4Q@WN>wC`lez~L#GKM`^C+X%9~TQ)JOF9U@EMv;zkO(*y^b!8Q0dug`r9F9}CyYQDXWUs` zla39Xcyh*!h~ukWAC~&wK(FB1wBT)fTz8(oo!KOf-5i4b!9&3?pI2yd>z^o)Z*(dI zTrk2#M`mk~p~Lw2h+DjC7a_h_{dT4S2ejv@ER+Z75h(sO7-%~h!%*!PdM&0ixcZms z{!2z5#V`Gc$x44uBazxU4v=(DSQ_Li)GD=Akc1F79`VTm#%uUHpno@ly72j0T6 zW6kX{B`VMsEq9u`T@2^ro*lpC{2w;)b9_-=9)MxHxd*!wPa&C6!}*w)01UA6b(vk< zgRKdUR7&?5p}%4Ha#QHe_lg#J(BB$H%dR)`Nwi704o~buzsEt@@t?C?0pU2#WcEv8 z*#}uMeYYB%GoZ!D`&+A(JT!Dl%IR~MKtC_%t*jR*u*!MT<_~2gRNc|a zy|ONfji$X_5wgxuJlFp+!?FrHkC7&672U8;+xP3&n_~oq2A%hkj+xMQS=!Iws3BHm zJz)^>`G>>LjsD6!w19BVc1?Z_5$I;DVjVnhi=#=sp|U29*jYndOxYia!}N|lW1Mq1 zWplci5hPZiDw^|2W9Pp zg_isOytl$&pvbZOSpE%cv^ueHsURDoN~asom)63V99<;EJyt7!y zf0`Ft-x6hpL*!w6^UoC{i&OGhs6dby=QSrWxu(J=A z7a@uRHdrI-Sk8Y(Vz}mu>wEo>q$l!>R#h3=Pa1?9e7FHU7lnCdzEbV<I`(A&WgG4vH-RcLn5erd}QfSVWQr=3{$u77SoAdhI~_@nis4c5bf4|oHNoC zCxfl{sT)2*c3jHS+S)77K9(9Q^Dzy{I*X@NTPd(&SM*CEgJJ^B(erm$t$ndQ+xz;~ zwd2qfwkxNd`#w~w*0Ep6CSpS{Jb8HjBTS#HN$(+M;iAUst^5noFn)1bxQ~Cw_XY1f zP5!qBT8cgpk6OM1a;uy**W>@NYE0y~Si&@pCGwpA-f|6w#fXINq$@D4HMTt*?g~|@ zZimzN+=BUFkNY$73NT#GY}t^-kJ(FtQ}luBFrD|Ph@#yG2ZUZ!?-F!^waS6*?c@X4 zclLmp{^cp0%DR33XHyFfnyg$ptFDUPCt3cB#eF z(!->J?N$0SnNad+%aNyeFD`3~@1>lh$FY+X#UC%+!71fV$9oLP(9R!~U2sqUW?EnV z<%mwl6{F+Ir)GU&{%i4bzVUn5Y!Uux(wQ9w4{|h|`^2)7t0gm6#|h9DVXP={Zx(%v z+Z0vPuR?Xsqwu9{UY!0Maf<$39@bYo+C8Y9g}GCrKBxb?h7-oQ_O)}*fb_R4l6Q4{ zhwD!VX@~82{kxv7lZ?k;h3HFhK$98&JG)oZd9Y)Li|e=*=eeNxS<#WYlb5hGH$=UQ zS{(ZOr9TDz%fZ4gBU0N^Yxv*4{D&8QJ%GvHH~x-$GO(kBHHyMu24+Q{*!S)xBJtIk z6}wkXIDDTsyyHndOr$8QeDf#6BCRT+!%YU3&$vf&9Pb43)oN;o$L`R`ySm?TUkDZk zc3o9|htNkShAw^|3DhHx;%jM=VItuwt99@XT-azS&8;oPh5pxZvGMIV$hX8-%sT`1 z()IBDH8uPa|8#4zqykAQfo@DY`P(HiQ>Z#Oh%;e!_YM2SFmAOV!r`g_j;LmCcstO+ zuV`ui&hp3DG#^3U24&P!vvzkErh%SB#h6zUG1!vEeWTbSO_q|gM)U5#0j&LgyYu(R zdq{rpV(N)~AS_Wmjhc_Whl>g>HO+U2G1usf(n>@*l7{zY+VBeFpcQq&xAXqk`ofTF zSa}i}s>d0RzWW8?$w${Nix%VN)9g)-R23jQr+F|?q~hjyg%#EHF`Vvylm0R4H{!S}B^*DAS6UA3f~9Jk(K?C!n5HqN*(}%qE2reg=`waW%kpkz z0$n(aE`8HXxk!+uCS~kN2xyVrB~TUjjK=};UnW%=)CFT6;ZiD%gf#>R^*bA{=fcdh z{@e2O)T)5Kw(3;^i~Zc44n8h@WSjO4BYwfR3U-g1mjdOb4zNU+m&q zNF`9F7{z7Y3&zdVtERn+w_t6xL)q&I4feb4`$n5U4Xt8M6VF+qkht5Y|AWE?_WO)$ zsv0uDT7%N3L!y^)#3}YKRcI!5sGqW3PrioL+p|4S)P!Mi)+UvhaSIyDo;(YE8ID_q z-g+hX=pdUdkWx)i2`6)o|MV`T#^%+4a6>W)a%1{L9k$8PltQ22*C_@~wL}K%_A(rK z!J}kG^oJ1_$K~4hrbra(K6Pnf06v`Y;Pn3U8P;j&c(q*KU|tl}$Kczu1 zspiSNSqQ&_Z23~Sb!BOcsQY~s=y2XfZH&TL9cL6Be|0Y|z`qy2$F$@Q9^h^TO4KH=i1n&_SK~N-Dn)BXrjXzwc|? z2Q%tatjv@buwMCUO26G5NN;a)52`;6^GbYdFU*^vq&?u)+`hN6ROc^BO35(8;+2Ko zp8c1hsapSz@M1I$d5>tG|Fwvtewt`2{M+1pc)xOu^C~ z&o3X&$V2?fw;+{AW;i-^(`V^uF1F#Ylf+#IsCcP&vi8dz9Qu+OXU9+umBQ8qWkV!b z@cg?P@hcBk%6d%Cb&2B8;BM|Zh8k=+Ho$yoWf7Y9|IwY;$?wjSCni5!I}g*n4C+qj zN`drfi)36kfc*zsCTeC9q4_`MGvGA@9R!=R>$=Bryz+6+{p=!a8aflyJns$D6sxt` z51nCw@68hi$uS_62$3c3IpM^+O4CRyQ{3=MGd%UM1o{u_rw&)##7=A1Yg_v&c6?9v z%>LzVXp}g^p-){44QI9z=`VHQiv7swTd^fvzh{@ua->fc;^1ZBwXU@R*n#$5EP7_EyHe{z+U0*Ot_|!RUcwPg8mDem$Lk;vH6bRwV=^w&|Z}qyF~XH>x*&@(vMz*MK1+~ zkEwiEZP2ONP|XixQ5@&GtG%#eWn)Zk>Ktr*YS_i}tprw*#k^Ek1aUplG|k>v0XFwi z=f{-zL8Z0PDc=+_63_Rj)IKhS-0S+natF4cyY@T}WY*(+OCZHbc>^3dDWQ4zjuv>I zE;?D#$&KNCOGh8=+^fmyJ^@V{E*$L2;t?B)p-us}xFgJeP z)mfG@FQV$DpF9@P-g#ARRRt|HtQVPFHnBsk>gdZx z_R(ilf_~R&%lLQiaO$l8X0%rv&g<|C8@@Hd%|r>iVIKu-xPIk@lI)I8>#iJ+k*3F4 z*8NjgDaD~#=V?L2qcb@6>HMnrvjj*{ZkF0Nq5~}>JXOHst-suW1{-<1>c*E0Qc{VSz!&!$Uk6N#8F;C@TGh=|2;! z-FK#tB-(Y&CtM5$2afqji*ew{l-kkGdMRA7Bhb{e3IplIU!AZJF{nB6Q}N_fB@mh4 zKd~pIK@rE;W1)!+T+a}T=e0c~OQE_?W=rxUbYx3={JY2mWb3To&wg!V?=Ag`iqtV! zG+cLcxl4_`CtZ#*e#*wB@>eouOIa}gnfU0e;SkQTFk9tszk|_UhxCq9RM_S?FeMbc z4I}QCFIMsoV^g=i&w=R`Aj#62JUroy{f!)l)i}9vQnHSjbV3~~zP-x%_AVPM?llfX zuI5AGv5>8#&}dws4Cg(|x)1&RWTiN*h7gi%EP&@Gl45v8| zii0mf07Qm1xqRd?YPm{+qn}sruJH#*DD+fck5@0 zihg3TR}LyCbIvG-+9=S5Krd$B!KA2w=A693sJIfvNBRUclh>BZ6PBYE=65Y zi?{DJU6MPqb=5$C=31qiD7`w?*=zIGFru3DgSN5yI zcG3}nZ~ORgT$5+Ee&Qsw`s?o(k+A^Z_{x{Imsv2|+SrKIT_4u0KF%8}oriYGr@7l> zg)kR$Kwvpg9#;coj)V}N$x;bLXVU(-hofWGVUtZYIGcAQrQXL0#%RuUo(>9yns0hr zds~UHWN_`bi_|k1xGI-YV)F>*sC_SA{Sb~>EA(>oQv0DsrBACUrWYG&_R{|vorY=0}`;C`<3&H>U=n!35VR$$Wq@3nMq<+dd3g zA$ieLwZf+x33*R=CH15T6v1sL<$3aOu5~3^)#xe`?T70G7{j4_V}bE8)I(hpC#(O( zL%6!tUT5cd8YV^)6*p3Raab~n-^*Da`ZpJkpD4}T;kS<`4|k_R-^)WB2L?2D_Vz&1 zlRxd)+Uj|~IZz3E>PJ~*){S86mSvJ=_Zi$2py6-%u)1@uKjI4lUSRI#?cX2DLU2S~ zxbU2NGA>>TxlhTh_cz~l`vrD!U4Qs*KQ)jj9vDYBAB9crZ^`pK zf!KT@=zwuKJ(8_XSTZ@;WAD=r+UFv7vFGI}R^6s-S)t#lN3k{;s2So9E)@QGZ%$k?T4|7 z^!IC#FL7f_CuC1uI4;KAxG@xQ9lp8O)_zZ&MB=*5ocCiET$T7yUoy`FtwMQpX;D%* z-{Eogc9#h3wy<|T_I8I8OWQc#>>=^l5wU&xXJwBeq3c_eL(kL z3@qtb&`-&wVP)u9i%a{Ga8YqfTMMRg4KPeSH=EtocRx`oFcUn14!7H{h#Ow zlLlySUYTp-uZHqN_vv`GJD`v=e<-7T1Ia8)tead*FwST#N0G%POT#57FSIa#ODvWr zpPVhl0ikCZ*FWdr#NYAJyU+N5oWr&|L+~n8{@g<@B~as7S?sXy(G!@SBr)tImW>N% zI4hS@7$K*Gv+je76}B_CbV&Xbg|_Tv75j&mVJ3g~trZqBc+7gg;P8703zz#3&jp=< z)r0!qG+)WV@a1!2;+YCate$I(GLVs_91nXGOdKK5$e&~W$moRgy23+do_BF>#NTuKnis3xn4nq1p~qt^q3-XVdCb~ zO5aCNUf)?vp1J`oFU1(kIsI{?^!eC6$_SjX9xD4fnFF&wVT{>b5JyVa_Le{FhoOcE zqwMqySo!>9O#Ia-l4b+L)ap$z?!$!OE`qe#?TZzy^d?fyEclSWx+%`>&v8pE3hpp%u~g_gcGY3VCYqjetRn(o@Nur zQ9b^6LqS@MzGCraMfoEvQbk7S!~|iSfcEAydTCg0u)|{iZD_sW&}=!D3)$v@Z7su>bIb@n@fJ-<^zwCZ5A)79%_Pb>o5bt}QC4XA?cUAltgbi39`h zXUi}&Nxwy$bj9ATG`3eyKf_`*hf5LrD+1++%8w+T{Wuu?F)dW>6s(^(>0%l87W&_m z^i~#p!kLXPN;K!*!1g_YSI$QjtoHnK=mc{G)M>w zr5;mx)R6}kii>W3ObWoIw!+dC5jm)1k9_}toP(7s(j)R-BarrKDb`kA4pwrDzLEl& zuTsOb}Z+Hvme5(h8OHC(C99utlogSit_MkC$-U`^5UGu`D^7_(eS zV_doqXPwV2D7EbHOp=TF_Sq?@?W#-T!D(1|%->viS{KPBS)G4unW5CKus2V&3_6ZF zUsx;Ml%;g>z1x1`Fjh_9i4J9Z0vjj39)5M29jfndojI)V2Zm2{wjbUIfYFS${@%Dk z7_*dVpk20v39-2mz2u#|oN?5D(O!(3&6nHwl`cWgRp*9Q4_^W$drV0{f*j5}<;a~~ z{y?CVk~r`Cr3DxI_m9NCpoNC0LM>ev6Bs{fk>JE5hke{{CN(`rVMR(f_@O`;)Eo+J z(+$|d{vWgl3wM0GEr9y<9g4FAS{0S|9S)MvQy2NR`{{M)ptst8m|__hiTxYXw0~j# z+lL@6CM#%A=NBGSw7`wq0(2DeTS)rprD8MX4J(~`Gj6}KppCE7Pv83qrpTqxt-GaS z+U@SqYh_F@SGI>s;OroDyhvqE`ZfSfcjh-48{B5m)ZSOzbe$rzGgAXf9@I@LnIi<7Lk0@d7)RyWEwVObsn$I-4Yl_pZ z)zWobH^ARqps~`N7t;sNHM)Brg5|pDVZO9>NLs5ID1Y@3swW@Q#GekqF6#B`mt2K+ z_AZ{U@--#)bR~922k+X+xwAD_ujs;pPBrO~>@Vo@5TE>+^huWTO`n%lfF+Q>WrFVh z0Gz70H`Jo3jdRMs1e)E&VC>86%DL-WNap4DOiMSyiT1?<=l9w}!o90e7IRLRDV#_h zZ+iqATzOez9cEzGEmp~9IBus;Jf!9xSIg29^WRcemO$fe!EMJ5P6EyJ3`zJwEKW}G zcuV*hLas)!-@&T)(6$zE%4k6p$!qc{!TMs*M%Vno>}UWkiYDI(yYv{wk{?K1xSfFm zb8))%p}R53HbDF+^%y2f-za@nNrB0GrtD@vzrhJ5-#L-PHP9URo$h((JscGHbIT)r z44T;ubUEu2@jK&TmVOmp12P(2}o!zWy_*B5NC^Yk9krOImTrad;c z_U{C)%I_+ZB#`aaurVQRbQ+E|l88=eDftM$4(_z4a1o51r{m+U93}1GXD0A5x38nDf}Gv#KexF+>OX> zS*o5Sf#PTdn6N&meMaj57H?AYJ#^QDd8u@EvW6s#sLCYQX0{TjUU*^4*-Kb=dKR^L zjDh&~SJP6S6|4xHW>MBDfRziANp><#3omvD*5E-LVGNHkFjd6``OEBD4F`c3!Q9BIxeYn-$@(H0 zUIdDB!I#W?5@BA1--Xw*7iXg9{rR3V5hzBcBwpWt2&4C2|LAu8gk)8-h_S~6Y&ial zEq3o7?5irf#TFrgE56-+o=j8F;4;{Ia7qwhaFky2qvvh-m&P!D zFQ*$8t(;zZyfMQf>tC)ne|clSb9)72{x0nHq_1`gWQV!F)4%EKi?HA$wLZ<8BA5>o zno(ii@rxoYf?xs@4z1qg-gqwvL&-Y6Z{|*8imL47d`mU-JNlVznM&an@d@+6oxZG2 z)><_)yo1fWiNDHsTVfxD{bL8KBAjBItz1&yk7V!Q%rmdepxdhVer-G}3`7r=y)5R0 zr7zv$*?N{ZJ9>T8V1^q9KL6)gt7!=2c6-9*UrI2o8ucmv5DC^iUpOp34}sX|7N#>y ze_-4pA}YxM2~_XiR^N7(#SFDOTKwV^uwbhB$)R8lmwpNjR0}F>mpD?{!riPlz%f3?{<-@fTLf_xA7f&;An!o*W@C*pHGfZ`lD! zl5I1_QyS{MlO5+RvY~rl@uXOX3Xa!*y1T*m4Hu5ZJ17~RfO0>@-9GJNu=Gmy^OD^M zT)ghcK`xAexMmx>>$-Wk6;-xHEASQvbKNtB!X9D!Tj?LwYD?H$as00+bp{NkZ!NaD z|HgtQ$GfvKa)`~viVQ6;adQ6545v*4cD)3>9`XQ|epyc$`+Nac$m6bM{v5cn&aEsT zaR}z!vXqs6FkrXk?&+Twy^wS=uEW(z7UxKLnvCVnI8R|opL|9E$U+DACB`4anNsr* z`qR}gv(Dw7lTLt@rfKPyr>|h5n)0Lq?WGGIV>=PJ!>#Wwfu z_nKJAE1j9h>6MKUN=UC`} zMLe{}MQ>vUua-6J8q8R0JN*krdNRz&B0r$uPv%Mq<$2t^eKtOCHwmf)Y<2cFtijJ8 z`c8*rZDBK_?{hri7A}kTJF7>Z#kHz$-_CvnAhM-dM$T|yGGkmq`M$am6xI z-cP9FZ)WzpD+#^Y9c_0KE3nV<{MX-mRA8n;{{CHsCQN4w{E@pU3w=4xCpqh0V3kmP zx!wXB_WjB`L{one=ar)s$NHslN$gU1`p^eiDh39Yhp!*tFvnKpCHh1hETiZCYDf(; z|4Qjs0t2x?x1dXWRR`-7)kjr*w4sf8Durim14i86I8vT^O`tNM(som(hxy*MSvc|! zSD4ms+Ie=v*zkY$8|NC4L^fIc`OzAiI~C&?ZMtxUJD~WA#zP>F67=UBnXo!gGYZ+u zVZk}a<-FQBjJ*qIeSa$!qYnH%c67iFM~=T|I`fAfI<~$PwMb^;ocX`+@2($&Hp;5G zkckICtni#`pdErik36?ebF?^oYq2Hm+hv$fW>$@Aql1}aL&}O3w_sWPzfl)^tX^7Y61n35Q%`npN6g;FfNxyxpDjwEGJ0V^w(I~sK*GN)lEN80 z=%*8Qa_>Uz`8EPBHyeEAIwJ|hngrpFk9?SRPm+7jtOhQPoK3#ZmxPq}|mHtBjbnZ&s9ru zr{A2+dCnLHH*|~+7iq)tMLH*zDQ6haJm~+|*ccP*H8(W1y@3>UsK}&~8{?-1?#(UA z;-A%ExwYLVq2BJ*j~ACsq1-{tIko>c_{THzjQ@R(BmU2twPw<>b@M3UM7ICocz#8C z#gHP*J$Alga76&toWgdUh^&W&5M~hzw|Z!&VZPqCaSsP#4;nqE?Z=t(QT|~L*MLav zVlz{&g#DbO3$`9BP((@lEc9t2mdE#pniSo@xm!2u(*(AW=q;&syXgXwZV?@hb=u*~ zjJ?<2Y!%$n=MYjZnL%&4sRzu(Dp)7DOkc|?x^qr-wN6RFFus);QuHViCc5VvHm()o z1~oSqt*;zr_BgM6F<^qFxnRA#a95nT;L~k##Bs;_sKzC%8DXZ4mO{IpfCIBtB@WCM zFw9CLsUy+8!=-9W2395SoguKh21T2c{!W~RpF{> zFZ8}#%qJHY1!Kpbio~Au#J04TE4`&Raf#+s8?M=d&n0JEbPpt!~=y#KiX(0Od9jZGM{uz6H9kvd2X=1SHl_hrhMyPC6 z)sBnXf|)dB$z~S~=px^_Yh@4(eTyMND~ShS>X+@$)acb6{@La8;U*^q1;ri;3U*f< z&)Xm38IppeQJ2^FtOrTo*9Bi${D*TZd-(XaU9q3~zbw}FKJ2efKfK7ig-zOf3-zuo zL9cjLliI-$tgB-5dHt*#7EYXwv7>kltrm9TjFB`j8G1`%_rhQ7jkFE6`(BUpG*so| zH;S=AScE#JKmgOeJX$*%F^TA|ld-uVgIVUp1ExX}IFX^U+F95Sn^{)7E2kr{Z#Xxw z+e;D`)Q*>Ryk5cS_1C)3@DB{I&I$!oT*lSjtDA2U1+e*g)Qp-}FLw4ASQ;Jn!m<-e zK_3g=!FaUU#`|}CIChll)xy)yP+FjNb!#dIDr48|tmzG4JoRR)(XRpE-N4RkM{nlsy$sXwofQhPS70*sa7dl`c^Ey|cgUSa z3>qH36y;v z+x`s5*l!~g{%#d340^;U4z0n!g6S1EUx4ml8z8>O#s;2O52N0VV>3qrRa)^X65XO; z_?157l`&Ty_;(J+b8Z_XtvF#tA~zRNvJ_fUj_PCv1wc!Lk>sljE;y1xIh41@7y5Gr zqzXA~ur-XQsZE0&$3|#P&k8<(@lTF>C6tA5YSqGe%H0KL2sPFev-hyxTDU+)eh@lu z9FIvTPsR?Vd+}Q$LqNX69P;z45yaLGYV7AVgN1!3ANhN(!_R;{S=Y0*fLwj7h3lv| zwoWzQ{V4kwwx+jUK6Pxv+{X5R1!*am2-)mNKQ;xk2FrbZR_}onef>stu`I^>(|&cA z%!E?A;r2skQgHgjtupU(g}CArJNZG`2uP{+Idn}_JTm?#j`r|~NT(-Ym37K& z9Q`v~W{&XrcySMqe6?)Huf#xEfAD2%_UHILzqPqegCEHYk5=V655xQi$>0*+r&w95 zC~eDN1Wm&!aZD;Pm_7gF?k}fKAb*uwA^O^2UC*WCc5|uNe|(`$%_|=kGUbjdza4=h zm$A(Z>ve1*wS@m<4ni`|SIb2MWf+uJtR}byVxPLq*tKRusAqDa*h+T5`hOWGIj8PH zeJ*)*-X#o{hErJ>5-6cV%lra2{ch|vG&z=2F9{pLGLKm3k}y_q->B`bEF6sq@9T1T zC`%FcRW{v;2HFoAh#dcJL7=+RyWnno0p=E&NZmcM(Bytt(cpv$429N8q^0V?TyQ9B zxZe;=&s-tx?m)=e|DrDF6CI5CK2_QKi3-R$HZ%?gx3E2S@RfUEH*{1bIo9k8z=nds z&$*9dV4&sGNh+pDtPmvii%>0+Q;qugcBzY zyh`1xg*Z*)xxYieAD7BFSG>*?K&#Q?DDMqzD3dyetsM>b)qX7;deap5-;W748oNXSzH-LR5k#W+m zFX7g$5$DqvG_e1U1o_*|<2W{`nY+5)0;50J%$d^1Ve#KomBDFGa5wH#Hh9#AE9_c& zQkKau<(;4y5wnV20ZNH283WKoo8i#Gnt?3@btAVghp?}I)MeSR14*_ou{u2r#wcz) zCbRGGZ<~n-n;}0erk##ry8i}-oQr-wn_d8Ng^Tc%2{TS<$iz`|W+ExXVP-Xe46~jA z5jh-jIHDc+oMlx5C)wY>o;;L`oqgghPkrK{;YYr5@=_{n{I@vz&wUEWPYh`rr-YHz z_HRx2Cml3C=WwQLYyfh~z?Cauzi?WsImC{_iDuo ztPB0~a*{%5zOebnV1yAjH?$wO-=Nvaj$(0mNeNR&CzTxygpq7_-7F~eAjWkmt!!b@~5L?`aCS&B;R%o zn1Sg^hfiTk%CMT7!8v-ccPA&(FNjIR;Sl})bv$(pn_NOl_p!ud$*c2mrUUXjJT?2Z zEG7=-R?WFDsa?e>Ye|vRRzC>;W8W3+$BIMFeI5w&tvEA%`3{Ax6GNXfB*fHTAU|FDu#UVbF{DFU9 zhQW1ite(GO0jdWp7^zG(%fl(Nu3N5!R6vKf6Lnosu zN?gw4{n4258#@C!8DG40z{<+YhldQ~VMO@mox*qDU^y=Bov$}9PDBH4}Rw3g~GdRD@z^MaWNvk=vitgj);iRxzb*M5y?x6x@UI! zVb3*r`U^}1DpLa7`q>7JpM0iTeRuLrC!oG651; zim+ATKc(Pu2dE#jr+!YF+u?@oXwlXMS;`RCQ(t^oaQS&=_>CR!=`^-^zHIOrNAgBu z!!>^6y!RHv?A{4%8eE^};n~T9CI6D+@*cQof9T+T;$`qDUA(X=UT)~O>q9H zD%IeJLqJmbY1Qb}0|R$&ai4Q5fV{1a7L#UvSn9pbcxfgS8XvRmz7Z9U+q%n6U*2#a z`M*CJ7rc()@ZEV$dpBR~dB;ju^m7e|EdOJje65RQ_G69jc}`XK``=&t7{rDVXLARO+6tf?5+6o~nz7VD7|E zw+~v}IQq$-w|{Rstb9JcPjAm7SxV~wE)m(+(AULxx~1(sjQ@8r>$-F%_MWEPWAxAw zW>~_*hU3(6b+@L4%N!-FP)#dGo-Biz`QEglnGKvPluxjmWXI~9N7v@0iXn;1U(R^@ z8Y~`ez7V9B3~lt4_q?34amzm-JoU?E=;*OV30?v4KqBGEC0D=K!u0h{YClP z*udLZr0%l|=h_9n#!IweTNnKz>+{P5y1kD%3`U;9M8uF#(lbVyQ`42{k zaakt)mxs&$Y3gf7q(F;E@{fwnW!$Wjt&rk90z)?O#s%Ya*k6>D7snrqeRVtz-fR-s zK6Bkij_o9-&fE#i(eT8nC4p5EI{`|VbjvSvF=JlhKgryxo%txU4GeI(V&gX{%Iftm zICm-VL{r5Ez8>qd^)SB#Q?m+jH@O@kU8qzl@-Gz(r>cce?&*PVMU{2E?$2=EO8)Ll z;{bMT5+xa>VqxN~VViSZ6U;1MQ8TB#gKd9rWELOsg~gsB&l5rG*#Cat>=7D>MHB z_NS!ICz=%ESU}-jF+Vc`oBY^?ur*@4rL6{g5HF8Tf_#rf`tZKc|JBl3aWBKKZ+iPsaIT|{5(>fuXR{y+Y9PtLp|J3U!<~yOx zGdn&d@$fF2lMfDe-8~xPcnU`tg5ts_Hj$*V9=pP-1PhkFnMT?hIN*1r?n~_# z9K55o?8Upoi!Q{L5ABpN=awh@r}r&Xi&;BNY!YDPyS(JPb0=|V?`;-HY{usJ&%q4` zNYF-OSF8IAaGJEB!pjtkBt|y5z5^1NdGWiF6g>g9ZGFAZhBG2r_$&R8n*|gdI~4Rf z+I^>gS%>Z!rXe|OonDf-7w5%tZ+)U-z-|&d!#WKYfzFrX6W#N}I8)FWmu8%Z%lzjS z7nNl&ua(DYyKm(l^Nv{2QjdVq8KN#s?1`CpeOnba zZM&bnA}zxtM=O)uwjj3d4|;TIAqIzgCM&~P4IjY_7koN zj#qJwZXb(beJz$M7bm^790T$`g>&Lsr(rZk;fmEI7AU#Jro-QK1C}BJxZ=O3;zIDm zg%;}zIIv+5*q(d^=DO_H+Fng!xIo3=1+M{Uez0x5$*uuu((QddKab+#&lUk2pWm>g z@m}$lULjT-7K{?fh{f_Yb?M__9XMtd9dK1K0E)_J>}PIXhLyCt-Bk8VP#;ew+UQU~ zM;iT}9_n=@74Fv-f7 z%6n!QJ#1aaxc(Dbxfzb;HDy7_U;9HPjFK>VwEEDDQ$Gwo)BiVAoeFcIif>!_?&BbX zO7Z$)A9MyLiyGQ1<8%hKte}xIE-kA66V>O!B_E=u%aP|um`Wm-XA0wbWMDz#Ku%hL zT3SVl4?~4;zu}P`lQ6;j1iFO~+-6B55etGp|}@wF?NZ zw`KM^H^CfTy2)8CYp6)!?$^3qgINbC?jLC01rrZ8q~`l`VcaOMZO|?U2I!nzIIBi6 z$$M6Qt(y^gpTu!F|2Piq6i*E!-n_-O?gaI+=4&u<%w{}GLv)9O_Sh5D&fx@SapMff zPgrNromqFGMdGYTjr@Ou;7>o2KWg7W+=5c?_ZqZT=CMy*5dhI;0BjH7Pz(xaXNVxV_Sl)&<4v*X; zpCVw5+O7R4#6ar&6#?6v*I4_BO|nUo0y`qBN@^{VfIz*)RHU|!ZR6shsu2g_-(-62 z+d+LK-TO$HTXh~rrp8p>^f0z>OLhQBBujxi$im zr5nx^v{pbowv|JD_aqYEMSl?K@51?*P2U^pKDb2Z`uJo5VBw>4mpImU;~I^ivqrQq zOkJY8A=e-d3ttuFf|H3jpF(lsNzcF;UC zKu#v)%Tgt(1xIY8$Wk_UiyjW2#De|zy;p5baJF0JJG!J}OWUTj(f(2xX{R`A(Q64? zXFi0rzrTT9=CZxk40~Zvad)BDVn9+p8!k;%^&l&*PN9LjB zRc)-7FW8%I77V0g+|N!HJcg9FHn;K=_;98B#yxVJKCX9M6g^F|2%XGPRmTikVUk&r zj`8VD+#LJDepc!TPW~J4cL>OVe74<|=bH3^5Vy(b;j;lf@``*+zs|tOJ4xPZ0V-&; z4&ani*g602`-2IYcd?g#Tu4#nhAf4Ivl;K37N~g4DRD}c59Zp&b~oL#!d{!tFS3*W zU=FwC+ZXEoFxsO!nz>bk)3-X-%&inKBQZc&$nHC~UtN?>YgWLjkw=q9M1buv}eu1|nO|UcP7|jZ+_F zlT5g^uwTgLUC{$?Sif$o%uvvJBQ(|fzS*|=VSoC}>uEiK@d|soj+V)6JWg-$dF&-L5rhN_Rd;2`bKYoU+7ii{F&O ze_lZ>uko&3QJgqg-gHZNrw@sS)G|F*5zuPvX?}~~f;AV!wvU~%g$|3ppn?b==uw@% z9BuIzvK*vV?JruvTpWK89akXy_x=k_(hWOo*}C?jTZs~fM%DeBLdId{`1gE&hIknG z@O1ijrx&&*Mi&V^x8CUin^FzkB3S!o*ykw!1~Rv_LOhl!C1Xwi79;u zZ2eA+cp*cB%Pn-`BSky+YWaj<=#4^Ly8VDn{%r!TpEYZGZRrR70|!K|d{u^JL+yc& zQoKlNGFUI&ncLv86Vaw_a*%d$clom(KIn}&$NuW|?wx#l`0*NV9L%tND6mqQhRv{k zFUcS5Fq?8j+q>d5lJhyI5_XwF`WXnFc&UXgO8Ivm$F4)mD~?j3J*80VvGl~eR~>u1 zi>SEv(Bp*3y~laR^SCOmKzJG8gh{_C-Ez_facTHS&C^GHFyushu{ZP^j>{xUOq>XT zmG8gy^@@-%Ht&A8ymTMVT{+zs(RLEU=TC$tEZOdy+qEj;ZXfKR`EFynoB-oRcGR|< zccG=XjP3=A9eX|Y7!Q3oiFIqkgFjCL9OE(TuoVOX*kH#*Q;g_lbPm+>fOk6f6Lq{JQ47<2NC9_1!b#<)2ViK%$Nvy9on53_9&HM=_0$m(9@SIgFCjF7Ay7 zY}IUQEwlRqGs@|G76W%-HC6pTw~HP)0O5S(pA1MSw!c3VlnSIDm1ds*sl(VeohYwZ zW*ocs`BbZP9XjiZT7T${#-iH)QZg*qVDa5T{iMrYBqb8|G}gX=`DY`3;se__|6k|k z-@7MZkkpueePKVWCuC>(H)g=3C~eQzM?3z~D#~=Zm;)zSIlgx}eT9)-6GUsRhp-^^ zg*njcHuTddn{um2V#{5R{big7kQmq3)T63~+tO;~$JtH6yWy2WB>fK{riSI3ebIy3 z@`Juz*M?!7>h2pw(Rd`r{?5LUo(1He17C8VazWvNzYd=3tuTKx!e3V>5tiRly)rej zz(S2n%?Ic?VbMK+=~eJ5CNC;E3VbEtm}N*Zf4d}BZpZkom{Dx{c5sfp0b4 z3}9}zijbx?GqfcCEXfkg#d(LX?g3B5fLzXN%0Tr3y82FQoqR6^V_7bjo%)XB_($%i zr}QeJl_s^v&qy8S!dzVr{pSD!^-=%sluzTtgKK&wr88)`eC==3Jq{#_b8J67vH;0p z{Z5A}s&W27!Ot%9EF4hKhgS<-&`C@ncl`9kiK4Z6E2Bcs7AUxE9BW$^Qm!$v|C3N3!P@2W&OZ4kSV;OIH!fhq{r7(zPifN+#Z|xEoq0L-G;ZSKiELZt=W4QkHx{j zz-W_fYBf~(g_EA%bc1dzp^77Az{sKXlSv1;ag@gNgrSNzEIEiK+|N|SS*M@76yZ6f zran-9{h|)XBoDtC$ovLdCW6m5rgz~&-N~W5zux0S&-8)Q-w)zyS_NH^wmD8mNHLWf zK7$#>yxB7gYEX92pJw^66_AZw`Z5Ci2vpvw|7o(i;(Yn3`Gv#Puoji*<2CyeM^{Oo z$sL18jwxs4&(Mbr+UUSj)MYsGsdnMSBt1s`u@V%MWQU@g<(D?{o@4)&pT}E70&qQ4 zRLm#;19sesspt@n!6je66%F|v{?~L#_vH|QxhyHR7gVay*mIR%C*2SS^7{6*Q5?sP zhLz!;3=_C;UCJxcGYB3338}3(6hTYh(+_IPoX{aLcj} z*Lq>fsujZu9Kxm6L<>9TK!;bqK`JcEi5~zcC3{|&&;Bc^T zz-0O^tcTD2r*xkaXr8=gkS!-;GuyWV8MV$h-QpQITCItL8Mb9*6JMa{L48b!QVK47 z{VZF?x(EAj#=R;n$|X>xU7OTmkb=@!t>^m(?h`1Ew(2;}g+Sc#n7ZdB_OcYGjsG-e z4B@nSYt@6CG8hz9jrw!+5^mbmsHjPNg#<~1w2U`bVC9OocJ1FM&`R;{#N1ylm~G5D z>3fO~yVir$mt$M8Poc8q`08gESuhe_Y;b|qv^o)$fFvB=jN<%AYme1KR!s}Prl9TP zzmAjtWPl_jRh1&%2D2GnrF;AtaIn}w6TM%8w)#u zf}`;OnXexk!dhO1eWk{MOHE!1q13p^cE5$GcOLpjd2dK-RN>g20$ZJa!1*Z;X~LID z*sc@&9WjswEeg7-GdWsN^Vq~OeaAmrPtn>5yE5UzP5IsVIpVOY%02PzaUBlaN@V%R zQ@G>l^iJIbb{r+lWK-Cmg|YcNtR3_Za8$5fWt+N#K*5iPoDGv<^09=iq|h!HDi-Ms z@vFy?>=gE0Pg0=hw;mNOeHbp)#!d~~afB5C6UB$lRj_JHsc&I;4jMmMSP3=Uf%PjA z-Qh-aun+}Dr3ac}lHWdwpY|)Xnh5LEs1D-W#?NoquD!;@c=uL`j9y3rmb<0qO0aO< z@3*|z6p-0lmEX%eMRNMsRj+y;%%Rd1jB?_8-IH z<_NQw2IWW=a@2K-dx-U{d6`c(YVhlsu?gngsj}2Bs)Bf~_u|sqkqSl)IZSXqTeYMm zjRkQ$Or8(+5@;RP)3>|baFAe05u_diZ7=zhbIb;z=Xjucr?LcYSIHH+MgcCVq3}wV zHa60)#q7SBj?3#0dh#B;fvro%)CY%3pzQ7L#b?J@fGpG<6B_KuPh0JFSFIZu2zbEKv z4MmgG`r2NPj)~ zz5rW>oZJr$Kf3&I0a2r!NA-JYfu!)B-_c;l3-kT*!k_m6nTp*f z(1;$V{v>X#?Y<4&gC<$bi_6e{pN}7^p27C`U7i>BoRKswVi6O(4Wl;-A{zqYcYN2R z30ah()oo8gD#;OtBKnu3Z|(T^0^1`uLNQGLbzKX5Y=IS0N|h!qu1LHtUQJTIfmPet z|4D>?hvtb(19!EJVA1l#<5zxq*xb3PD}LoS6k4Sie#<@&#J6X$0Z=~+d z9vyb`)_8@Z4CPa;BSRQFHC9w{YZFH9Wp$^%KZHvKyBR)---ad!3%L^<;xN{@|BJy> z2iSbE_2_uz8;G8Jb4Vze8vD*J*V}rj!T^iL=MryLT;zQ1{|tkmWyoRos!}76%1eYk z1n-6hc5E_?O~$DJrG6*dn=qD;GUqW>17mYsY6>)FP|GN-|I8;8NqxQS>uI7e&unP* zJR}#lvre|DCw#)zn|E6?a+|Q!_1mX=XMbRGsOHt{Ri!vr?b&yOr3aS+(uH;0zC-uu zt1Ui1Htesv{61LpD0X4G)@#aqSWc)7(AxARQ0_BlY+^Bij<@=);gTFMe{0-jsmTo+ z7}}ZN)STb(V{-k2M`{?Z7Lv{L=bkK86zBKmqBA(tygAX{q>ZD$vVPH8+=Yp!p_Qf$ z47i{$dd%wKJWP20wQxMz3^T$*37j!ovJ`)hmN6aN;lsh>jN^*Axc)aG_At{bj1%=% zv_l@lWM`!bpVKTZ@;m*eDYS>4ncy|%<_;W}@B7=Aeg{bbDXlSiE=XJ%uPoa)3=8>X zqZvzEu<%{x$@jKlS&G{f%W)O6Sa|31_xF9QP`^$-`A5YDSA07<9}|=|Ke}M$bYm$4uGi2b36tl8CodIm@HOUXM$bbSqE632Y zx}cvdS3!BL3YOxz|3%KS!AMCzf!*vb%-!~}OZ|2j%dUH$m)GmT#puj;+xA^BmCSfW zPvsc28!dg-c_9Qu%buk_Y1TMrZKo~rE&@oa3$LsNd!hHNjk@FcY#eScynaf-8Qb0O zg$q$BWhMB?{P3SaPzaE zlyU37I_7yvB*+Bn#^+Yd4l!R zd!z3>Eyw<2<;2sE43WIT_Flp*410_TYt|J8&|mn_&sHm3mNJ~PAeNE`+V47x+;12K zBDt-5l_CZ@tvkpocQ50@zTl)lT6yd^r#|)Jn?EiHe?4GFNQB85IkADh0PL)jKiD2B zh@IJ&>TI3AB9YSCoAyN}mX2qUu6ewKIV1W5*EkwsATS|=-@FAE)ZqtHyBp5ke9drJ zRRk84rm4@h>B9W^GG0zfCmg(~XvReRg)_4qQOCcC;KI`i@3Suf+v*jcxP*{o8ALaH zVv~5F`D_}u(#0@bSsYIl&tAuo=C->gHfGS=kn-W*$P$bmcy2AN@43@&A}!?vOCb0- z^3RO##o>Flsunr%Fi^}T=hCkP-%r)D9sA3Ulhf9gPlN8mYQASWHBGuK74?fYjfcOn zIj~okEj<9phT{=8xPoA={!+kE&9^X}XwZ1(2N^c|qB^t%ys)2gU%iFN1)L$D5WX?o z4C$Uz^E#A2ab6`ta?7a_Q=-0(Fg!l<|L3i2Tpb>O8tYSHM_MoAlmYGXnMiRMD!G31 z)yHihUwV4=(3LKnID9?rGwmRd#s3q0`>+a##>aQxGL3{b`QOy5k3Y*&*k`%iQ|2HQ(mffM@(V?mdty#1=Bze*EJ};8S3pSp2ctS}Tz7TK)u(a|fSV zWlq54u%KRoWE+l^S$)ejK^PVMo?zk=futJ?=vXR>HMt>UM4kzlcwF)NjpR8P7jRFY zH{Qm{qo$`LPmjV%%)+j}>eM(=Ek@ZA?2FZ>ISUy}_;Frqe9W9-5SQOvILE{$gjul` z9x5I$u)S>UhF>E$&hBkmk#F?JfyN5zRFi|aabs7YD#b6<^;VtBN!{^6-Eg^!%w|Bm zn|P&Dfq=83f9hWJKgR~c>$}>BoH)w$(CSO@I;<}#_X~%_!%&N0_b=O3SUugco#il# z>#t>|5`!$EH}Uw31Kv&0*W}5a%vOj!WtYhFD+*BWKvaMKgd3Z>xhu{j+{dZH05zVk zuORBm{5G4j433(=xVw=d48-cgzCDGC*zBB>BW-#c3Qj8p2HrA(JlQ9*E0dnku=?Eq z10`@G@A@ec%ONDI^h)oFxrxL>(j_{;gBIT#@ivxF_Z?>7BNBs$rjd3qfi zW)8>u#P!469_P86l+R&AxNC~;&ruk8c4ED1fR8}Sc+hl@IvduecUk?r*oDPScX{2` zE<;kuhHb)*Z?#69?^!!)kE@?cb`3n5!%6Xz;-BR2;AYUbvckz47_!mNF&BG?X|Jqe ze-sVC{5>m;gvV2uTctIzuXPEgtit0T33@@m{4Bh>fxRSr0wCs3|E(&A}*guPNzw|nLcV7yGXLa|j6f;nQf z7+x?z*&6**1L<7^%4gf1taVFB3LDU%^*9jOr6y=Ay{_T990&Dh zMBSc#Q^Qu)kwFg9864N`b5uQa0|!ICSc~#+U`FJY?s$hb%#2>ODZh0Qx1N*LX)F^k zIe=QuHux3hEv|;QKEDsMzPl6kAM3&b<@eX_X|I8(TPyM6*iJ5$CjQ{CiGXxf&djQV zeXw#V(=x_t9*M7(6;=ALK>s(1M?{NKY(w@J@!smttLkg>Y3VsEuivqDd2WQQ%A64^ z8WcGD$E7aqkOZu}R5`R*htSpf)41zA1GEUI>W5}?L;H#8{j>p+Fk;gtnM3ypJD%%z zE@lZLN#Kazf%Xaf+rG}uO>BThwR{OZqf?L|PEuhv+VQixi$+cpV%X{<8hG@-R;*~5 zSU&kUW5?H5GWC*=;Zk)|MFFP)R@lj{F|>Tal|<=-`Jv)SI&nEdZu$Z=EWg-v+7iNU zFuxL+$Anc%;_l+y_pvkG@c4VBZtRHR(5SDg#6``=RpfIOkp7S&DB!mtAkXN_{ZD?8rzc64~oM_TGDM=h$c1 z^XK>PIp_ME>+?MK^M1cx=Umr^a+YsEdqNhL9~__R89atFrUi^3dI0+uxn-m$X*hVa zx?cLq0i0sU*4xT^0^54176$GeNM?ET;E6U9Ha9M(iOid0|NT!_b-z1fQ8D`x=hjCsV3og%nU4-L)9!?1}SFmp=PHy=42V5Iy&U6^w ziIk~VQM?^`uwXPk+JA2+bbdJX{P_DZ7#dT|^gFT}=5&8N4u8~!<4NWszy8?ZT(MGd zQ``Yq(sEln#tkso+o2Qg{vIm3bYHBf2x23zLxpAfE!Z%r{OPuCkBOPbG7X73Fx)ER zBH0)Le;3^|X^n%}@Mm<-!(SD!xRLsxsx=U%i`aQz-k1iGE=i0zc`HzUZ0y(Yb%N&k zm;)gsIasJ2*G|ZY#HdRWYBlCnSZVbBgt)3HE_d|=(X0;QjJ)*mFdJ4(a8?fqAUub$ zz;+#`^?R5iZgFa-<9~`wioDEY63Re4y`OJw>vc>R%>ODCVS$rI4Ak9ac}P`9nSAjV z*s-){@~6olhLCn-rW`SX(JDWm-p99K;oRFmy1G%Et4lgxc5n!*j$8a@<2V9yebqLW zdbUt@<6yVC!aPnND?I))Mgw^ZQBPHuZ0`Fa>D8n;i0>x9XU znwouE4k2yg<-M#kaj+IzCpPqw5n5lX-2Z#-C!{qPd@wgFN3!cP`>Wz}*ucHvbJke_ z=6qk5bQKok)MTix98)%QoD&dNn2&~GkAS!Gxm2Jk+10SV*nnnl`9KS=IUH4q-*fH8 zXCyx=Pr0v>iX%4-cW3*%Aer(om1(CVjQwD`cH1Wq+PMNVIri`ZIry{!=jjw2U~4|H zZ-*3CutvANiZ}>^MQgtW{+ol62+EIBrv$L}&Q`L%-7D;uzR)^)?K^bF;Qg;<+hAF5 z-YzI~(+3KFusT^S5m-)r?bs(!j+7fKcRMsxF=t*oPj>tvjB8iE=GmYDx$>IA@0$}) z=<(%c@7QCQ`reltdgUB+G>oskVmgU!iIJDX*8Fg6GK}*;%p@)<)KG>*s$eFmZ~0B; z4xl`+)9+k9inBk$<IM+Q6V*=7G5?;M9(j495 zv%LssT@;#Bh0_T1uC@uU2a9kxS@pcl+~#%q*1XK0J;hG9<40eVSm1hy5l>x^rXo{E zT6KMTJ*JlVdp$V0j+27gL-%w4Vy6-Oa?#O+9-;gK0gb0H7UE{5-|ht?m*4fh?DqhQ zWOl@d!69fo)lt7K+zb}!w+7Z}@<46f#T6dmWtdi87Jc?D0Ehnbluvu`7CI)~RQFyS zfYsd4Fi{^Cm^-SQ7t6!~>7oibECO5v`fV%1b;c)gxR`#|quv}y{;i-x5&QxDE~n3Q zS$06*_GdX^+ca?axLcc)Q$9>8xA2oo#9++UP<{0Z1N>-z;x+Y91J@fjWz;eHa+3JoeDDZ1_b3D3?=?d4j%3hs;mCU}<#v}YV;WqL1XxVe@%bZk~c2BHV^|tlFMYCK75lPnZsh-4 zf|WFmnw*`9F!mrc>2C}Lr)(G9U;1eSCHjHcc&;N1|0yxBPmh6h%g(#9b-XyZ)0I!n zq!jYrq{PV)X+ZmNvgnR!Jg$!aX*Y-zz{nTHYjK{I*kpP2<6B#C=;)p@6*T9?VTYwZ zl95UPZ=MHk@ugiHlZkfQm_T;Tz0dYF|NFS>@O)fGJH(=~t?O>v?369+1Yq64?g26{m_2a~5 zf%b?iZdC0I3liLT_ zys_YuY1@ORYp_i$ZQjb9E1#2j@s9cP2b?KqeAy}`D2Pq z2P#(;@+YC}h*@XFkSWd`C``;{;e{y=J|5_|fgilOVZhdK|E%Q*~M% z#n}fU*N-){Lh;t6llMN`;#$$!ndl07Y>>IF&H1hrDPnRgg`cEx)#J!6ZNW6M% z_7n*xPm1$NSw*wZp0a_ZsrXCl74(*xZ#T3eirvH1m$7} zoAW*I^)E0r-fyojT!y`*WB$Ph9I>%SWpDBoA*`#~+TEU@gp|i{L5Y7CVDI1=K88G` z9e*CX=kGrZE+6=JbKe#(x{|cRA-7*%*tMa}7Qi`15_V9Vm{Y4qL+C z_d6&u^a<{&eqRnFzrLQxH(@}k=ed)I=q+%FA}Cxqu7-n|P6IkE2XRhKt}(*W8+&7I z`?i$*RowDez1J%4KkQ*GG(SH70uz_7$u|X{)d+MV&X6h~_r zU+sBa3+=amy!oaVy2-Pw?}tu&!nTIB8b~{cMCC`zJtL&ebDr2{I{%tLx8b+viu-;n zEu1~e`hpkMw9E*ZDeSnmZ-Zd-R|^OPu9!Rf#xdVIZmsK!iB$7$*n71L53 z9PQq5>aMUbE^nTBoBl7@^vuIy>o-jtIxqPB`i6xf!y9)WU4>cbeA2vN5oCb4WUmb3P!iM9nN=wmo9H^-^zIZ;Zn@bXQ(A*%=MzKJ=htz?fSEU@ zi5^E5MLzMEq9R?dGag0;?K)m zxpOp}Jh!W8S$hu**gj;t@tGc~`hK6>#XOlIA+g<$#4L zXXHOx?!mPuyYit?3Trf*e_EDoK)L+6x<~WPIJUN<(04W*yl#0uGj$wBCYgq~Jntc?X(*8PyBcc)JSo}t-ogAU&R4UU-;vyGV=J!X z0gVr0f-63k0tp?nXH1?F=u~r(7S$?|L<;{;Mok+>1xm_&THnKDzsxVe9gN%5*MgZ{casONOhYy)F1fU+8_)I_ef9lK>aExs_BDQl z%M2E(wQgMY+XubAdmit9KdQ*Mew5XLYdp4ci(cdSW-1m^tj$Vxfh2No!Gl7m+hdE z&*H$@f)rS0i}>)G^*-iUik_9a^BGr94D23Zh{nHVou6LihSC3=8WaaV5a>8u#QM(LVyERZJa+mBEXLm-+VvzAqMM`VI9B;_M6US` zZ;~*~rhoDL>+6I=m6a^n9V_rxg?ih}x)pMb1Kajgb8Cm5GVXnNsX2LKZ6240bpDw6_ytX3x z~PIh z^0h}q1dd;^s1`R6!Om^MW^YonadFw}^nvJD9AJF9M*pr>k@4DNz5}*3n0a-o!=GaW znw~`2S-W0`sjd2>KP%I*fxl8NW#$3QsW0r8z5f`?QR+&Sa}^LXuB3nBz6?uBy1p1) ziIcRi&VA;`VJJJx`!u%%E_w=-9=V2051zLUDaIR1+`4ZuUg?!TkUHzpWxUTMOgs!K#FC(65giH4pRCBqMTM-}P+ioR!7Glh}Z0XqJ{!$|Fw z-MTC|1e1FfDMw=JaWeVXFN=eD@$K#_VXQq{_s1_ws||q^^g@Cm#+iD zJ$CKGj;oN${PyUnS~(!Tdh>k_9dg;(hE*d|Ne1+pE3syuAWPxg>1*6y0-;fTXJCLPo|Mt zd_9akIk%l$kcUeP5tUU=P0&+Ae_Uv3Hx6HT5@Azl1yh%e;vG*v1O2O{X zV0ZR+{?Kr&Jx}%Ba~R~ex1&;{q2ca3RSkCI&0Of|V~|>d{7U+U0wqBxX|De!Nk_$@ zrwJV2c5lZFt@z&`w)e@io(mq3tGVTrL^I8LfZ$98IF;Mz~w55I4J z1QPf5NUoGKFqoKkgnc6#*W&$7rSHChqk*j6tuEgowfKus&I~K`m%2P_8h#IyL}P95 z#atNs=U%J7PJs9w_un*b)y15J`QH=4A7R$b*d*$LIc}VkjQT{q0&`hZ`m}*oq@CdI z&z3rb9XCy{@wBaDXQx{>{f9tkn;7G;7TNUlmrlv&H*<7k%(}W~Z!OmBV3#(zeG-Y3C8M|v;2$p%&xfWSdrk+j+K;o8>wZD6E*A1;$ z!Dh!h;{b zy~C+RcZJVlD~fb0Jh}Eg53zMtk9=jq5{sXfTsWrag#*tt{$#vt!m^5@B!}!QnEswt z>bIu_YXv%42L2JyF^432MLQX&eWS-e{bq$|j#Yct=Nw4ot3Uc5BQKWEvDf*=Tt=dM z!^A#y1sEjc4EC)m;kZHKq&JO(eRjqEH~piayY1M&>r6jz`lV`sT?WF+uFLOm=>_Cx zX~p=}&2MtNy)Wq`4F)p4ROB&v*x$iwL^DPJ3te>Bn2w6mu7x`=7vu8+iER&w^+KyxNzXoiF zI3f3&{_B+9kI?Y`!0VWE-=Ux0e}CMr^GME-zxYSz7LIxP<(@p?g2cdkta94&ILH7F z;ob*e?CI_;cSeJ;l~(Tl9vMfUH@iQVp(}rqCZLq)mHZQr5%KJoZE!;|&ei^6@lwAO83_`q~#r z;k*A=|7Ckot*66bv*K^B zYm9)58ItZJDmdm9Sr?{r7>NM|Rc^U)(5%&SAp72cB7=E!YIo*i=$03{G!VcJ)K^M% zk3EWDdP3IKf9EM!toe1<`|uZ>;y4rf`B^QD9P=>0<4}V2JfG+sU)Ny44ddSom5Ait zFB3Uuso4J6J1%;B7D@3E{K-+jaDtoK{Ga81Y?>6NyLjq8*yoS+Z1{Y^u9hK1dh2&M zoEDWbUvUiDI-UpSzqW$@;=*c6jUHUqt$2I7pc;D4SLA*M5u6t?*(tgq0c4?;Qg)_v zSod66RWaG*p|e*6=t%M~FTEp;*RL6xn_^y0Yvp0Tdf&}mc2%%;IoeSnLLDbUF8-F` z;KY)^dF_mn3pl)}5VnqMSh@4yLh!j)IQobCp;xB^)E@mfpA-EKM?MAasd=^^!{SwU zyL~IbRpE!-*AMk!qTHP?54fCw!gTU&ebWt~7J5}ruhL*x^=IK0(_KJjGCX7J6)CQw!eXXvGnp1GUpy0a9_%Dk#Irs6nwLVwLPITB}# za*cm9(Bo9ezJK$REI^jBiyc*e3@v_XpN{{I$At^rpAEYC73o{A_srZ|!?9Z@*E~-> zhF=x??hkv=<8)8e`vrUtRaX6iQhg_|WU=UGk>3%hsgnv+<}Sx(vj5(}1!)-0D3QEf z-iX6{y{eV!WO3k{%ezn9ph&lq;c~?MC!mnGpJ0;I!8VtoaB5>SE>8LiHXaLsc*pbf zQog;=xc~DnhXDzk%u}h2F^fy7KC=pBm89yB17!n1zArp}QN@Z!u%z^ zcM%6toTSpbys&MRz0l>_DQxgPJ(C^g1;}^lVQx|~7R-Aj_{4g_5dX3!8%YM&x6oPV zv}-~$F^I~b@&m>Vb(!zl?Sz(pt^p=B642YJsrzK_D6aR1pQ?9Afu4hX^%6SL(EcVc zxBU)c>#)DuzZV3^nVIkIeq^q=t+8kCIaz0*Ox}^?hJKh|z3URku6BHnY2A?xE{leylALuo(R+*UW!X*`OzN$ zpRQxan$U`W?;BhuD{kp(yN1No^qF1OYfvAR*B5>!0h*1hBHdY%p;_CX@_oDC4nd~#zr{Zvf>x~zduBlm_<88viC4)vy#Sc(@z(;Lz>Mty_N{UivtFli25DqDxvoGVMUDq`r@BLpaQg0NfyQS;u*S#vJZ#hk zN4Qz5&6UM)Qu(F0nb}JMqfc7^HtmOz+cU}|pVhGMjEDCUz+b6j@P@Svo7l3(96}Ish5L+uH{N}p~Jal;i^2BcD>B_o{ybmU0bwbn#w?-+xO$mC{=x-is7usqlUAKTYK2Ch#;sq|Hob76F~hYV8Kl}g=_ts51u^F$FWoQ!w;U_0(nuF zex9o0!{*YehpMHMko@EW-~4X@>>H^1CE!1e!#qN@(Ju-nz2hDd*4v9M z_dA;PLgS&;eR?A}l?OWo&V&rBTfn~;^5HrK(KvUtPGP#86G*rI_L&ME!cc}9qw=%G zNcBJbXg~ic7>_CqV9FIo%C-+YPwxg37|#8Z%1@YpCfOYVMe{M(FJi8nf8zzrJ(jp4 zSf`71#~btu{)OY8ff9`)x_e;E{e9x=C}Zp?_`|EToC@uBTh=C?C}O*XP|!YM7no7d zlNY|)fYU~V+LHllP`@{II`S_E{F@n-vm+uVLEei5?k-m(i$ z?^20!d+-T*|2%rM9JJ}P|1q6uKD?Psmcq{7XR&AIM6aDEnT#12+Y=06iPC}<< zYWub*Rv0dPWM(|E6_OHODW39=fyq&^{GEJ^xcpLMA@mUsR)02mFw!oF)dFwo>gJW9 zKRJtOy6`K9^ZBl6pEO4>}? z(WVcGp)6&cGE!Kd{xHWNp&KXOFmwLql0j<8)!>*FT_`<~LJ8loj@|zqB>Fyxf-j+N zR9SvOB)Yk*$=`K^de;71LxW{J3|DGNe^+7Z z%?ZkTouGJK;H z2<1C< zOnyFuIeyuncX}V<%zhu!P<>12{4!;)|5Xg8oh4?AQnj)EjE2JCAu6to*4(?XaSvTP zIbww-1dwcz((sF>hvYv`6zX98WfqvzqMN?;8DOw=E}8Dht|L%arw#7)`B|f3h{Uxzb z?z9^cq;5W5>dJv>uDqDw$CI!WlhL{dwQ)GI%YNzNd010;?P6-a7su69M~QnAAecZu zzqQ#5XmS2O#WK$T)p(E97sCKW*2>*%g5Ac@_cxihWs!zmuZ%QH)6e3vb?iz3_h;~9 zaQ>Tq>ms)7)`T`S1E`mK7@XBA47A;v7eD;}cSwWKr5d9)=v%SSH{U!@?blrsg3dU= zAl>iN&UBN|y#9!E`pr}5JRWzx$#4jX?~gfV+YxY*hneHO!x9ufmnJ9-+d+R*Oy9M+ z8SGG+-3>*Dfo%A$rK_t6r|)U!@G0%UzNI^)eclADVQuVF{v?Ad+pAO}qf22%%^>mf zhbf%?cosaFig5H@d1V(b4eQG-6GgJyk>bx=%blo(^-&oedMA&;n4rAEKn><|eRd}b76meTez^BRFLS8Hl#>E2Rn)z~Vk5?@qhZxZr4>^rSHo+H+Es1ZBkW z+qtuQI(tf>-~YnV zKl@P*|f&_`wDP$CRI%9ZH9K!UM9P$uGm$uqBg=;krGiNqsOt4SKzsrFekxa7e19EC-;Rto8VTZ1 z$@3PTP5)fo^21U1@j4d04dhIIu^%V*n*N{^)MMfJf93~Pvawxpc`RXB37ekzq*%vv z!g@rs_Px{3ph``X?LQ}bY+wMBquV|M#iH^tS4#w@7|!qpjHu$=SF20TQpeC@hq^ek z-#hH+N^2e|`ws?hXnA-WiQp8aSm%k!9vuDD{_nbn9g@3$os6Aq*W3tp#@K18P%gP;2J`sn4}FWchP1)X z8mTu-5bvEIN{L^{7F=e!wr-*t)Ymq+l8b{k`ekb{4~Y_&%|vzX!qJ^vX|FzXe?z` zgtuOYM&qvvW&4ega+vT+NpKYA7NEOC{VtX;f9Kfq>;R5wSiL?S(2kAQL;V~Ad@&`% zY9vFIfU`{*wtNknxfyfuH$!$ClrZOZ2Ru!L9`185BQ3Avoc4v5@W+R6=?TxnuC||0 z)O^NP!}$~v$Bqs={i%RC`}(iY^Ag&we{HSCIUIk_e8pqr1}>dY%hz)C$LY}9?{aO} zu;;O1#K0{%9QiI&%yZ@QrTDUNnU233l6m$?%zy?$4JfFcJ&%0Ft<&gbIPmA98p@cqW7;)lx3+YjP~ zsl$95-yIx!d$vTXNE$ZOB0LVLGr)>yO!7=#B~W(Rb&%K!aXRB|=gJOABpogo%i;w+-!qLP`NFs_$(BLcZ>hx6_>;I ztcFfk`AuJFKE~PBpas>dFRVB&GvoN_$8(g;ak0la+pqG$`Ar2Hiu#Wz2 z291=*XGYpD!KhTbaK(vjIFKX~v%vHovni{lkVF9Lt$^ukF)C0YnSFlNT_5}Hw->H| z@Wk$GC%uRgtT=64*7vqZ3T7$)!Y_UyATiXNVb_=dme};Y^{<^kA|J1fP<$k2ja{<- z>=BPG;;TW=-mn3=-l0#coptm3c78a0QV-T+J9In0uL9*`JdbedrZ<;*KHKx)8P3{7 zLfFzpT=2BeZNGUB=9+H^AHBptVB7x2eU}*#795MK-ufKC(MlzkXP&WGnpEEU)}|e3 z-F{JmOdoKxyVa!bc@NH;1lC=;zZd&oy*~2hVLZ+^(GI@3^APGJYPT)fSL4h{O{W-! zWL&H|t6y9?2{SZ>Rb`qNBrK&r&`o;;Bc~S6PfGs-;w>Gu;{*Gkb)f5T@NqMUbsw6S zl?lOa_PC_WyZ6Cd{>R?r)+5lC<6{qEmWrzhAqBr-B3 z<^O9KkUx z5NKs^fiC*sEiOT?u#iqs%|HI)F?tq% zeYO0rO1l&rBo#LDfU`Q{$}6V94sNEz(SDwpHw>{ zIIiBmPWHCNHrBplLh}2t{WEc4-Ax6@1`jIVNIi*j-*=7O|J8-WaZxUni=(*V%ui(Y ze+)}xinx5^9cW}~sv*11!MKOlQk#)7G=Ha73LhNBvSY(ndWmb;^Ke1DXzDFY={s*w zj}ODh*v=b!U-}_&&T=8LZ4OJL`ZPl?j^MmU+jSlj5|XuU*;RUc##n*54(pqz6q);K zQb+0&V7O@5Vys0N$Xg`Ud{0@zVvtXM&DU&jTm7xk_p=P=XEf_xaQ}j`yBbGaE`7vd zl~3P&PanY9LuPuq{d2fDGG2N6gex|u@+awsiNfl^z2{8W&D{j1L!$3a9b|z1c=o~d&@(W)%+v z{5?_wpT(+F>cFgun?cGub!ewZoE}uZ26O6`lOMZZ;IRC@iG;#uuzuSp=I4_|9A0U^ zMdfG7Itb+t<{{pYQJ;X7G) zr{HloL)rz0$kh#Zf;C`qJAVMvGa(=)@6_!}l?U=U`XMusc^v*A`S^)CKYk0Y{1D)= z1jOvzZJ)iVj@7LMn-yl_NtjhfBGLYZ38b>Oefsxw=&m(dNq58uQ`v9H8FfDUgrCIR85$tHMc(Q$e08a4V=$x>2 z0jh(esjQO)R7*?CM5%v<9*=j+nVAJJ^KeGYt$hw@iJZ1{C!ZqiM?j#QDeeB|2Kb5>rK=cs1aNV5UI43_x?Pna#Bzb|A-n)H>@_0-ddFXFuPY zf!UEDjxBo0xWN0wbX+b1DJ{MXaZ<-1_oCN39YG81eHEy*&4LG}az5W|63oYS3Ec&c zzDj7;9FHvhSuTrjBnal-jEu(I2!`a>LfoAqA7NBIzgw4c8tb2! z8gpOK#i@fs?e{*~;E)Q-vp0KrkSLdUM)=h}m=fPL%dV*aMd|tn9j2vmS>%o!)m;lH zVPAcW^yFYdXx~9a>s*{{puAnC7D4s$_eI&)XJIa9I9){LE)unBdY^Z)V67&nWW)Yt z7&EfVyO2!WTpxl$idZU=o=E!#^Pa`>hoNhOSC2rg(BRpQpG;V^Kl{4}1mnu%pNGdr zjc{H^YH{q2Gy0Ybhdn4iPGIjE|4^R4j!`45M|Ifm;_TTy;RPyNpp|>@KR=%vNbyg2 z5q~uqNh<|kEn3H5-c&$SE$SyOa(F0x+R2RR3?`YbH|(K(%ME|W+5v0{ynWeF_&f}} z@O0Z@Y6AlY2hV3Wp2XT+pZ+`M5ebAeho`<5zC*>+iy?Gv>#xj3>;xPS_9#r-AYqES9o*QMhfZGj<#b&U8Xtb{W3qLI z4yi5UxBXaP^uIJO!IRdo!Y1?VYiJ}Cy(HzYdu@gF0iQ9!o9B>BI8}BGCB4<^2KBn^)o)J+Kai48n7wj`yJNcSVpfbrwF`e*JNlB#OOLVs-b|reK3#Nc}3~ zC?<;?>$%dPfMe%Pzn{B1hP`hUcS;jhzCz}Py52VK6zC~#-%!i!hK?KG zhqZo^pe1B|@B^t7;9$G!XXQY+Z)7oi_%I0&=n4Yizz zk6>nl?Qd4%UR-#@BmJqZS&`AFG+DE-9L95A@2VcZ2c01foJWt#LeVLCrdzHCK!}aF z6gTh<3dI6u=<2@X9G}NF(f7`yw4D_+{I5w?I%Ke^!_Siw^Ahk#}c0O(+Md_ z4pD0lZy~wGBkXZA3)aE6;YEWZP%r7*%XCQwst%gvH1rnWoMO}Z##IXR8p#JI{|?6S zyc5F8-5(((EP#Wq>LW~PRNVc&l8YmSH~%{^&5Z-{U*#{xkbo+8sbTKIO`O^r(jP*z z#UT?B``Pj==>NbSxBTH9<}I&v{>Z3=S$X1{A7u&9Q0nZ(;Gu{V$^EjXW2KmwLR3M~ zM?gJus>Aoz4qOkc*Er1NfJH|3)c+V3uryTqknp@Ujtq3iH-FT?(aT>JLS!d5doD+_ zp)Cv3XYS5@di@xe*yaMi+6Uo8?ar#0%qT?$V~Mie&R=nyRb95L^gB+wb=bapsEw4J z!U}y!P1qOC!Z6(Iio_`O+TJcD7}!dYvyz#IUh2)py9^pYz2u(p`>{4uB##qbh+T$J zN3YbNtFq9qQGC-?qLn~@=$zN^`BO+3n|ZzEWFh7)xRGxrNWwz=4PHTVDNf#H_N*}N zz}QM3`_RLAI5YMiMgNZ{QuM`y6vD%Ba-uM)Ja{)QwfcO_&5XeI+um}|sQ=-}afxl> z>^YGCp=)KlCmIS+@Sj(bB~V6}!!2%nhMGz7*@J~9FkZn@sr!r!gMQnYrJ@<3FT=v+ zm-i*;W~prF`p|)uQ<)yerMY2FzA61+!)7nrgkQV$%>`R|4*F&JXy6<%_gP~mGuWmt zUz}k$2BSl_>7-6O;#@+kW-iqV7p{{od`atspZXIh<2PNl>nG40cbwJ%Q5^1H)xfa*)^W9P>_M)2CM2m(2B6 zur%|*QN{x&AZOZOvYE~Tsf>wM52iEVcS6lJM@wJz?G@T(S#eyO?I;hBRY^uqjc53fS@mXs@D3${2FdHKW5AJ))TJ^y0SY(bGej3I$V ziy5AJ8+h)V@I-1|(>wLZFf2UtG(%Q73kQP~1@bkWvFecAXsH1cHc`06I8Fja;XiA8 zx2r%Ky3z4CUJGc?WcEMtbcAN@e;G}KG$0wyU6dGl1S4kZf;$IpV(Wz${f2h+*b$N^ zWEmI$q*u@E?TvgfZ#;x9*q4Sw0qZNnnkTVCl$3cmFBqC-SWXHywquC|8>{P zul!-5;?A&d(|H`RwsY?I;)|q|p}pPFCb*=s+ci-n3aD=f?^u%VK|_8XC8_R?BK;(9 z%0cmFpxzlYkbFyl=6q8Vfuee>pK)$oSTTdFg9Z!cCay4e?5w!Ekt>j;?E-R|k6?=V z%u7+8Xae1rGYk)N1O!>Y@E*VXbnDoaC^Om~v^fs#glPlW<}7C@XtP9gbP|4%xnt#2)pN=fCeM!N%0?Jy(u0VeEyt zsI}^FNFVs+cuOb-iRP?~Ic?=QbLd;&(z)$O^{Tgx_PveEcjeTnA#|`&^I2C7gJWU$NtRZvBnzELgp}!22Re9hNUok6+~!#3JQ(c@d>-sIXdySih47gIfnFR*bE% z+$Ae@R^dLR6$n3cU$=#Ehr?B^<&r>BU|QSCx5=Thtwwb}o?Mx!`FT&wHZEaYc-)cUyz2;N>YBeFL4WM$vyGPY{D+J8 z-diff>tI47yGhAM8j`P^9~(bwiF2(l-f^(}#j-Kh>q&-6kmh|l;|%Krj4tkrDpRz? z!3(d8wVp3Pi%xCZ^R9XrGrVpVfBHPMiP1f18*+eevbyta`2)CUy4AIyy9fHS3!)Ex zlZB>V^F=WiZ(*_fsVCDnZ$a#CMeVSb+c@}RF_!ET4wFYdJiTn34jD!)@%6+W%rHDW z>0cP9NGD4A#6vlaow4FRiCWuW@VV~&H&3ImS32fhY_l(x$&M^UJ=cb|&bM*>X=ymI zpQv2+qaOPEYk3^f+Hj>tBf)8Y9a_o7Yz9)7F0UasaY^jE{kb_VuoXwLzl$sL3&LFdp->@nI%u`jD*l;fqex$>bU(DZ z7`>VIn65a=;$(Jg&Omf3dN9rT z%U>W41>bM|<$I=%h41tgww;#RoJUXGr46ioq^@N5TTZeSR_zlX%|29LXG$F(_aWtI68gDQ@zs) z1}@X_^Vj$&GEgoDPH4YD(kc3qhbRKA30yVj-R!ZyC4=l@9D{S`-12|Fh=rl=s^=eY z4Q<|+?N76VBxpW%#C%8WF&J)Ai=;e$1kG;5)di7*IG|-e;1}Wq^$9y~4*ofS3mtTx z(vF+++sPtuUcwB%#%w*dEn5V8OK!IKKTg0_iS3i4Uti<&$9}`tEgaC+c1f3T;W0K9 zdA;`gzyhSTe$J-8D=ZHZ>}`7BV#1*c6WfxxrmyeD z5jQgXEx&`X^mdC=t5!CA381NzP)9LkYOR~;zwKD^sQZ@vDP<^)o%Z;q;12Ea8i&l| z6>%iDqqo7<1c%K&g!~ugf+Z!RTb^$#h00w`2W8F$L-DUDnUgyhvBXBmUHX|ZfjN|2 zG6>~h)^~f3u!%OTy(aYHxGS{sjJn5!yAzoI=%=-?*J8W%KKmOHtT-}uK6sMIkK%}U_|)N=Ut76olmts-C{ZiJtzEC$vc{m^ej($`Mop@?#oWzR=Wf=*MO;abNM*f zrw{=)Za5e7A@LpES*T#NwR$Knj>{tX|32}a$5qw>#w{KmiVUU77eB1q;Rutx(%Hfj zFnM?B<6fI87>~<8bew6gBK@I}l#AQW;E+(-Q1WAYY^JvsmC-kW$t`i|Tgv32asSuY zTbn)c*M^hfJ~X+J2@6E|Qeu3zTvA5ENll;K7nvJ)4Xk0@3Yp2i_j)e1I~chD$( z^KA96Pw;pCr;tv%Db~{6AUEnOB5hc;{;cFEtPvl7tlspSLf=B2&O^RXf0Q#LbpIn9 zC|JH@OJ)M9j9@Ne}jU@M!=U!$+HkT(C~We8m) zE}h>IQ_#l`tz($6xb-5C`-h&_9x8#h#~j=bgJfExVxko@rI;6p$=mw)KY56Q7 z%vkL$dce4Q4i~Fg+1$lm!wBwD)%`XCw8N^?q6W#ZV9!{{q_Pj^Y>KI!){a1UNd5DgG{|19;mgDEjUI8uZRh!GbE!cdU=h)by2+YlrT8>Fqo4*a=7bIIyuR|9z$EIbKK(ErNaq3*Lx!o)FBG_I{p)j_dKvSJj>i_K3!>Uj{Zhrb zuu82<{(`t-ko1vLsRvN=x1enEN9cOIyi33(3;XTUm(B_DL5_#Dq^wCRwtKv^9kNw` zp;s4i7>|dZzQk8#w4Td>l*0(F^DL8ZD)bL`p zH_|Ls_jaAv!Nv=-k-}3au;tE;Q2RF*fV#V?lxnyP4g9NwQ(d~q3*P5~2E@Rv|Jr)h zTWchs$obPh_u=fZa|Roq4-n`bMSa7$YJpUxvHGFE8Y!pM*t&dKu=}{X!JotDHuH1n zjg#q9Mfy3V9jeu=Fy)yOY=7SeThlcHPc9C@NQwHLxf^ zH~CS^ay#}}e2jJ+9l^mHH+RJNZqD%VJ{q&=d2SymeFYfD!zsa`52LoSwJm>% z*dovMD6Q!xbStq-{5$pt$@_~hF$K^gX=Y1o+KUuJf` z_4|S1_pZPC-gf9T;@W*c-VMtyT>7;;XB2Tv^pwvPW2mz%tSKuoBG3*0mk>;Bg-*jx zQC{|QP_L(%qqO%p%tY8`oX9l8f!_`Lf)4mWmEi4n4emE_xji3bcb8++(d^xILr0Lr z#4DZUH3c*#u@k%R*25sDs0*+)RLar5D|d|5?IFf$t5wjtyLD6kAgSzGqhkon+gpG=wYUOWqu<(}o*`xmIIK{YKN~HTWHrx@S z+Fp%^+6B_(UDRG^zO<$JWx5+qF$fwhB+Vn0M0x*(^&fVL%uK&|dJZWk$D+fx-M}ik z_>s_0gGhSy_}FDPgn>Rgu_x99NM*b)e{`OPZI@Q9-^zW4{`}yI9UN>hQ*~Ohs^9}O zxRCU16mH_^`Lf#&uLa@n5hHHW%O8epc5Tia2Ap)g;H@ke8o0 zmt8Wf?6FAtX`2EyiS?aFwJUJi%qCESi5aJ7m8gx+W|0=?u~A3)jg68?g$}HYK&%qp zK(|V4`lCjkvr@r<@~S(7%vLz|W%b_B&}FEU&(glA-~%fG43k&q{^4+@*X7TV`+-(! z^Kd}u1&}=w+W(4WL+AH-$;Aua;HQ1hES=LFa$Ua~O`KuI#>48y4Hx-0`>x)lb(a|g z_}rzsrHSG2K!aXz<_{SDcJ0dEV>U2*L^3azQwDl|sawB0){X-&kM22KDTL_a>DVnX z1uYMiRvoqq!I0jeljPVc$h+L|B>R;NjE;`1bG9%*|L@ul{uk#r_wjn%@UBvom9ba3HZKVza} zA&XT7re^D(3UdD1>^ZfcNkQ63t>K?einW2hEoYZ(Ig@Zq^L47UJ~xtCskL4q?J&~t z%y4UZ8cvBgQRTV>p{KICdz`clNWwQ2x1<^4`kiVmJ>UbCgup z-XcH$CuBGD?YQ$sYRm^lE!F>y&S)sotp!-+?(l}iX912n@Cuvlw1?Oxf}lGzTksLq z05L%S@pa#5oOSpyOviZ~X-qr!mH(l@go_9xE2SUuc->{oCZwRxMS)Gib^s?-=l(Tq zHO9fIlTIwBNmww(xiGu~adNAsp@D4-6few3ezANBOFMJ^#6J$gg<|8w=5AHkWhHz$ zaP}IGru;XlKd}#6>-H&kHh+e;tjVhrv+gkcsPx_&ktZ;JuRG~Z>=A6gwetffuQ3$f zl4^+k?S}nPHD3I_MOY|(X&V#i1Ckod#+sRPpvm_}!bz{YQ1F8+B-ZZ+J#@)CYdmwX z=DO#Wv+;**gMegPz1@Xo*W zjDQUueK+XuGb%DD-S{e8-wT=CBAWL;tKhXXTm$AxL*#rFTn~$QHSe#-K{HWzuAajxY&( zWf%J6BS;lW$=`m$6=zF>7X*x@aH&k}{s&8T=x4U8FJP~N>8-Awk}FQQLN+RV{{QDE z*_1md+i62rLkNudm*dDofAdbU{W#R*S>7J83@PV``p&ajP*C&!s{-c~Hb$KPD7z;d z$dpJ|i`~JnPB%bvk^2NykCJi={0cq>lDZ;u<^ z9RO7S;1$hUPenRbUOVH^37|D@-Ld!3E1bdb3qe-4uqeyP`0A-TkbHTs3``c`z^9}4 zM2k#_(H^1Me*>U55BE!I%w)S% z%+Q{0!*N1Z$G9wSO)+V)up9p&X-`xIq!!TC?>xf&S}_^;_q^;fBK>i-)Hjpq|&q z&})-Zh8dzd&)`ehuTAd!1Eo<|{J3$(#N% zR0=euFor{d7qIK}J^?eIzni>F7-x<)#h3>&(dp~EksPO%^>%UyhZPl{?w{4f#aDKz z8bW%|Wpztk)LIBAmeFx;EFM5~=kou_H-R}ei_M4fWN@R^R#$q_9QtbZXp*>R73t5E z)jy45!}of>m|mRKgSJlXkb(zGNNUunjrO2I&)OYfhWlLD#L}ygw6zI)-mi7EHy*^< z=<+A2OdJr?|BAi8%?J9Eykmbe6~cUx(fZ@WWN2ZD_Pg720%_ZoJ0k3wu=0%9t&z%y zFdKW}S;ndrgazMu?_K#CyJ9|k&h%2k@hD-Zje{dF`C^^wQE3mfm?*c{n@4fdu=>gB&3so?Ac_6_FMcr(8>~r}zUa_kbmr?}2k$%3!*sNs zOX(`C{FM6RGqw$@7e*qvns#HWTa$Oso|`cC_Z(kQUm-3TLi$5C30Qe|@CQqyCKh|Y z+uNz_j#GrpquMQt&{)SqbNSbd{r9rh8#1eKRVn)Bz2Qx7`tq{I+?5krh=qD(Lf>F& zzx&p0t&%wC^iKKi&}B>${BQ6aiw(|Z-?*baP!4^i7NtG*?l5@2_^HSiXIyT&Inx<$ z1l^v>vR;`HFdh++zIat{Gq0X`9u6jBihyOUYZVa+FB~pj=MI5_6K(#D`q@A@C6&r_ zM-x)IPi&_#nZlgAnANG7U09N8vTr%h1;(ceGV;$DLq}n;BJK5eB!3#=;ct2?}^7`2HGfK-@jg$Uf$Skdpb$1e@$(BhGGCts_l=qzj_yFSI3-CITU<4II5R4nFf8qjtvjDz3bFbCEwnFDC*ITJ$ikIZR?OKryl+5Kq(gBt-(~j*1RKGK zYfDd_L?=!OkPNSw6yws|(;Gv2=}7(RlD98)7<;A7i1}ixP4??X103GwCScMUMW7=VIi1@k2@6#Ze;zqAh#MdBZR{T+(?B)e#m)(R?yCf00vAk2>tw{0_G4!M2fpLGTVZBF-b%9IIW|8n zPGgBWgydHO-}$GFu|JC_{4eAq^oQJh>?!*Y>W)?e<1Tlkx}V+lD%Bb*U&mZ!<9>{U z@)%Qskr%A*|4(HogdG=Z8LBzxPj33cjYiqYXdF_kx%$bT2jg^popWKmgYA%Tdwa}( z=zaYJ(}QqLAeXeM%Kj$d^dXaxzN7q@T)Xym@*^LviIf$ITqle#vuv0;_(%;w{Y$!nllwlkQ6*u-;;GQf46mCp{I~-|x|bBwT|I;wY6V+=b3 zrV1^u9mk=_9piHPJ8=H(pL6u`KG^Wp)g@7@l)(6Sf+;d(1!vw-?G}x$Ang}hec;#< zPDek<@j4R)Lm8j#tSpU?`g!6FVYnX#Y;t^*o&~}1)`P3uBY$!DTEfzi{R1$pbuoie zNCTTWgm1R2=3@7$!hOTZ=`h7S6LZ_<9uz0&dJgA(gMl~a!loQmaD1h2)${oz{yWxL z*lnbaJ@&utAK8jPO6g$fkef6Pa|qn{)^inF%zOftOWz>b`sLx~<^Axp`~JSE%W4D$ z*N-2W(|M4ztbFQeYA)u*J-=be(G5Afybca9CE`fUzF}6LRvb8>_jmCBe8EoeV=zcOj70*;n? zge}}O$7=h-fBDXE;jEVJ&1w5=7(V+hCUvJTP7Jht)z6B<7GO(YxEP3C7sGE@52nKS z`J>Kz@3z8R$jc|GV^ka{bWJKX*MyNPJ<{w|zc3ZWoKQFzuof!>V+|d(Y!{ueg;ywQPe}<5idNrcWQv8}Ip@R*J_3PZzp2b4`AD4K zQpofn&mYFwvh&aNPU0l5{_QccAxx4uIBUyPu|+;OZ^fGnR$E^~*~esTt21tIU5vp@ zb6}ih>9%I#)gS5GBCF5Q%=2lJoF~cyeiyFepUeRD?2j(R z3EYIvzYNxb@BZJSWs`pB_03*$ZT5gcnc%)fkq1EDVzy-u`xBrAzD;h>I))9VvF{DP zIpKmp3wy-L2yAfmPZ_xM0Xm9O@9t$`#b3=a%NoDKpo+(($er`L_&#@^r|qY;hvXvsS2o+ zQ?7SET*TSkf6rHF1>qEnWNx&x0MswjTRriQ1?t^9mW>NHp*zsl@_p$D(EbR&{d6B7 zWe<_TX6`)>|Jm~NkK|rlZGEQur6vJZ9w~_^Np>Syd*3Y+-@iy5_6rCpp>5_&#b9;o z8JLp4r9~)N#g?oeS0joQk(N#j5xM&jMz7G*r^uXxaoz!)sKbTO)jee5HAcdzxs`kS zDY`h!o6(k$XNOfKVU!#DkHC`9B7?NSCa0f&WIr8mk7KLMIgzjLLxY8#azzv z5ij-@QvXR4MUsq>@J;W<6}w+Zbf%l!u`>s{Ce#PAJ~U%#+sguu243iI6^@W3en)DN zLP)_wA)tN|kDi?w0ZP&I4yB3|MHUiQuh5TpoGlWb3_BZzgB#h$2wD*sdtK2*He4DO zEWhe+F>HtayCzLX`mP|MYfrJw^FEx{X?AzIGXbmIjbT?xyT#zPeP) z3nK;}{!kKGuDhzw7OTR);zyB?T>CYW)MVDYv)j2}&ZxI8YG} zkK!Dw{d1m`-B2<9x%7%uIdpYuhU&#Nf{({oWc^eSkaBJgNs_-|&Ghwg@`@$S@~;O9 z9Ad%Qj;<|}!y-6Q=a90L`30vH7c%Y`8*5wNEJ6L%C_Nf|NXXQr@Uus4R6;S~&h z&tuTr#)YFdMlN*3@&l3S=Ra-6E*$%BJD1R@RT!0+eKMo<1*jiMJ4R=^iV6^l=XqD3nm;d3I0ozgIV5h{STR*Ld!vx7pJO2p{Ye~ zg~>=8S~Tpo+V`|?`tj#1#ZWouuRd)XwXB8nWzMq1Ckj{?JH zI@Gj8JP&kGM2g?Z?#M$a*sOB>xSYa6YAOS64AVH93ntbcoRK9wBA zF6~9~fr?uf#?xRjLQae_^$2)F+wb@8ot)H1(!t|cypWAc zS>xXe69H1$rEP!Qw8p-og(SzPr*P(;%ddL5MJSWvXn5^F2VH7k4nDhG0!1b1N9TxB zxbo_QtoY^}l$gAseA&9m|Chwo|L|^J*KsmSkR%0@3GVrhj~8*~M1_~?!(XtpmA93u z>JE#!58C)BA93Kq)w$Rcp-_DMgJkAi8EE?2YceO^AEoq`F;i0xjfG&`q<*^$8_TRMi!Xc!FYd9^E~w34`*PyzqxLSZvIxTx9}^+ zV1m@=G|VL%&;L9fhI3crmcRK*V_dxTpwpdGIPUmdKbM6E2ko0%XnW@r8Q7h^vRh(~2xp5W59a^|G zO55av_Ju>NdUZHtQ0{MWXdLI>@9Z~xb_tf58opRGS7E=>m#cXyR@mko!sVLd2}^Hw z|1v6A#>vQ|efF$;kda}?%(wTkBD3=O{rUgpz?AOY-@~)NG1^+*wfOfeHbh=y)&Cl+#(=#SjFN@T^RY)kV~OY4G%Ou?zVnGjJobm|ay zPnbIa;v1|bsqfOUdV<+Tr?nARzwg`QTY3c>B+M^tbKphF$QNmerFra@dHP+!oCGz2 zhrQDllyOW(LSU<3K7rwR$$KLeR&4jVfA6xm1P&R6<+zutL4V`m+{e6L{JVSgN0?&= zR0xhqs&nhZ5U(t7{8qv4;ao0ef)`Avr|FQI_u> zkm#BYI!EYWK2gXru%H{~O)qMal%Bvym8g-l;sID)Eh#&gr32j?%hyA&0J@)v!O80# z*tj*jw>+pH`ZK*djc0jq%r#0@uVxhccTr}4Z`A`@aOas5dD&QddB~C5YEY5>_@&pi zf5|}Ye^Ec49tjl-JHBPib7SX;>_H31&3W4nSNSTdv2pT0%>U>D4aaTR-+29nkP(5g zV|oIR=XFw$PDBmK9$#V|oM=E5zXIAx^GJGVXj?eC56IVU^E+t(jP|nct@^8uG#1!V z%aMn)`Qy=k%2%<YpA#yTdZd7eMq%ZSAHd!m&uPvfG}y_)`nUDz*R)qjEW1CB{{ z`OM4yg~>Uu2l6?5FqZ-9^fd-Z(J0I@^&bXGoA}jv*;g?3&FOAMek(TeSiPnWCL$#= zEpYTddnC>Yo8(V~V804$hHM@O(0u)s7M{dI`)u#UGS$P-)4g>2#hW`|?%?s~st6Hj z>lf+Czaed zhoPgiRnR=Z0A`wgpJ@w=g5|Vq?dp5UIG&3YzuAG%u%PB9)0radO#hvx!~7dZBrngszZpxQ`}gsYXZ<$(u4Ei_&(H&>Xa_2djvR-c zc1c~sI)H(S3H2j+7C^Q7wAE8u21dv4WSiVP2m?2t{&LjYhP_N2O|f1&xODiQ=@geP z7A2Gsx`aYtG{>?r)FKF~5~<4)oQcq&bpO$mWD71fgmyhCGlJfd(I;%usxbOl;h)2f zKx{ELIJ@yY7uIe%%HE;4!60jTdNS*KnBK`vHkz}65mt@u<44}%FuS-@Y?u@*wB(FD zk@AC@rE3$5KCgjBkv~-sb{1;brV2kn15Pk?U)6BX23o-0l@cidEE5eJ&DebvnhxtR zTAn?O3rqEBT^5zlE*Vh}r>O!14Q7woS%+cVsfOR?=Qs|hJo?k|P7i5*fBw!I%0sVs z$hq~+1JUK5bFJdc5_X9_c#*o+ioIF%B~L_VF`RRIVag#U92qIR?xeVieOdn!IO;oq zr1$ySyu1*my^nLxx}b`rgueLtj5Zw7Za>LgvJJ^9%TK#s6yiis;TJxxLs(*PIp*cV zYgmCn^{4z>p>6IO<6GJz=qvG`KH4ga3&~|m4!*fiS>u96*DpiFdpiW-F)R+b?`gf+ ze|^W&$ffn6NUoBP*LD}i%n^fwLye{o60h;(1j|coX|0YMI{FspWBxmkc;XXwS^u&A zM5l&x3Q2}OpRPk6Pe+65nPO}(+3{mAIUVO3JvEfPe?w`za;jRm0?x)O1&mYrka~jn zna-|Ck#WcVp8|tiFqnM6*UOy`hE{vMdRr@CVP;p&`M)x-ynA{N{Zm^YKe?PBnD~OQ zh5fa0j0P9haS;-_rJRwbb(rI`tqFlHMC;oxLoZw>2Ggln`~uqaPq$VkYgih?Tf65E z;rgwv{>L?0*pPgc@tnfkv z6jKjxP6Gv;aKFv({X!Z^0#73LU!`L4@h&}SD{f3=s;p?Tj>WNS3b_VZPB18o|0P?b z5tzcISVL8{VgC8$!t6cwVXj$e$0gH$IN2=EQRuOOZJGOIL$}o+McJm+iG_v>2h1vV zs-M7d-cy466626E_M94Zx)|3cfZa!75SO={Kitjs1Nx&W_YWLx#3{0eQ-Rwrm};hb zsrU0UQo-hkCf8o*f8DTr@l`oaO4mNx8utR)HBWpayNBWMTdnr;zhc-F5f-N_@&gyE z{yo`xPZo!|x+o9lGNHfhe!#dj6;V#{ztA10A?ato&fN)fsC~3-8o*PAZCyiE{WSmLf13#a1f(;s_1FFk|dhWgxMyEOtGgN1`@HXu# z1jhb;99PXsggNWW^xL?!@vrbyHYtDusE4(wPu^XJ1z~q>F4k-yGe6*+xM2;G`^>6- zbQYlJ5hw zRoshRR^Nl836<8Sq2@SrsWXlx$QLTOcj=u8Is#b{_hqzAs<09+DBgQuk87U@j#8rX zxc0nhYv55)9K8PO@slmZ&=aUE_Qqiah+jo_pV8^V1*76tHqLD5woqobpFV?)Y36Qw z1+}2R{ok`GQAHU4m7Y%FONTmJPkXu0S1?boyMOIP1}-ih)oI+b3n@ic9B(SU2GV_3 zU(tm(P@eamNA2P&Qa)N+hSEuyl)|O?P=uvkvlMuOt5}TH;2?+ zat(qiQV@{Hl66>AE+@6K`!F<%>VL7EUICJNV<4-07_@zIY|7OM>dyi*my*fOA z-M=2Bc70F9G2XVn?>-z>WYRoBzigrcEx(rzr*?jV5hI_V@)uJ`yKhZ7NM8>l5$lJ{ z2lhc{&T5)qE)%AmXgdG&y)86sHLQw1!>vfacf*$c>_=>`PU!5GBSNR{)}~$m1>n$B z*MI2~g-AJ+XkWuy0&`)?S`XhuLEc#1cA-vT%&9PEbZWS*NFRIVUP{0aEUNpzOVrK7 zkzE(<9vOdxvFu^4x}^XD-RR>q;=P|R)-&YWv&9$3i2od_1`2W2NOu(eSYltumrn7I zFR)s7UmJHwJ~S0XXRoIxVSBHa*!y@pm=_vLH(}ikU%&NLt;;b2`M=RS#|J$zVT(?9 zEYm0KyHfE~e(5=m1|)cd#67{aj7Mi9&MCl@MfJG*D@j;w)sw#GxrF_l|GAL)_CP5y zb{A&(VT(6;DrPef9MdOzVI7*&OKtqc3Ee>u0{gMg=L(bfOri zP6ga;+3tl+!8G>4YauYWKU$()s}-A$|EHiX!j1zvzVhoA7jX0?Z6M-aKF*$?>#Gyb z1cyZqP&iJ;-rdR?+>7_I``Ud&M=M5LdZ_oG;@>Ts-nsMmSC>236+C|U8+R>|-&|fg ztoVSyB&l-QF+>^bJCmUz%o1+*|9JU3gN0(I1{H~pkpfXLQTAoPeA`v3JV{h?%` zpZ9$kQ`w!^=b3fWc)AgD|4ouZKICt5+L19GDJN`{3X!0M^TR^QiQN*j|G{8_+VA@F z{6IRWfPYj1apbu-;gOFj>U z9KXTp4O33tH!U#vsq||9x+p9*c9aQGg<#Bp`E2(yIiyhn+nxyNV5W~KgIAs{lJ{=i zy4y<c%Z3^*RTa_65Od$J9$k1MJg$=K>9dBd3aDgl7?H=uY zu!`OMi}tlxA5R&!WTC)pmR{7kH|sbjpR)d%vI|RZ9sQ&w!UPR*3c6yeI0*@F6zNqyu^EW)VdD$w_hTdpoHbTkV?|&1Nf7s0dKiqfw(6a_Jz22qyY_l~ zfgQ-A$9t!LZo_|^j;|B8J%wclt}^;E8WL|2;+D=|-pu>;q4&FZpl&>ZCe3^r78v(t zvWEPI0>iPy$M^L%``z!Y&`E#zYk*;8lK-&y?k#f}Unv}wq8rs7uYjI^V|L|Xy^t;O zr|6bhD$=&AO+WkO4l#P(5+`b};%K=J(b6ppn^x`~c=&P+$zsAw9Yyz%_QyjsZ09H} z(hEilhz1~0SEcl1@J*m)bIuog=t1xfh5Rh-D+H#qGjXJkL>T>-=ee-)6qX(+{MRn6 z1@V=T>Hm>nhd* zf&W6VJA~sz)MYaCj=Z+K!_Nz|CKA1&o?OstlDOsZpKZ|9Q{=C-`ToGJmHtO9Za8*k z^-jp6I~d=dtCV7r3H6efbdHoYVat5LxrwGYoHxFoa`j&oHqKV`6)WtAvFVfMQXVVV z+j0T=Z+ieyE9o%l&^PQgRh!T`%nQqmX)c<-#IdpJrd}gk9FCU@+!qmhi%nlG6dzH3 zBW2F(lXQ$K%$Lb9$YgE$*2OUSfmd0IbRwK@&!$%(6{+vs!}Fn~k;Ou*&kTbL=WWUY z5orsHgXqIGZ{knU`{Y<3}}8wtq4UahOGt$T*X>=W+b`R>|u8 z&Lki+d8)JR`3Y_HhX1IlkANIDGj}=Unj*d7Q1RK*S0MAS@NTiBE6|*H%i?GJU6}38 z3-dTsgXC}Ilidt@FqAuR>PFHKOys=SzdBq8W2C>c8>QV?|4M@V@p=i)tcm@sFA+vc znXAi<6eox{WyNzWRtL$NhC*96MsaTIZ&Ut#-*8l0G@Rl?!9mVE(O-6w*lORoQ|9tz zq+M0s(z=;HWY+ZcpT0_1C(L6~G(8S&-|4oBk>qgJZ0&K%^C`&JPriAmfEnuQeCu|8 zRs`~d$*k<+DVWy$xQ}WT2D4wKcNLHDVnf7mgr`RpEJ~}1FQi#xzBy6yNTDN;tUcWh zWTe9AwU|G-Dm+-c^W_dfvpd*vl(c`l^dt^4@l#e?)_~afWZLuK+d7z%} zz0x!-01GE2U8ZXEq1rOm{cH$3tj#@m73$c6DQ?9_g2=isdcR$|B)ty06$ z&TsWD+ZX6_mzw4*h{JA`l=&Np3lQmT{i@?tF!tCSx^4JG3|cSM4RC%>$1#W6vaO=? z*n2xz-7#+g7wPi6R|%DyTyksc&*2p$?P6UxDHj2al>4cj+kazjQ}RL4m-Mi{YcI=> z^fa8l!#NUWo&)`vS7R<_NaLU`|9VVU0FGtmf2J8QZ_e#n*GSJLED#H|$U8=YVGY5L zmS;B4v9tHW?{ zzIBI!EcnaezL6(3IPXsIa6jLG-^TALT^}oh;j};UOvUav(?U5Qdu|+N{|nX;@cIhv zSAUL&KRpO;K`R}at}?Jxbb~i=?^T@YSR`=O&EasN&BoC)@38OcYq~ul|6y-%Wy0B) zn?7?a|6HvY1t>-y+0~lQVdU0)&``b}%(_X{#=aHDW|zt5Z7alX*{Qnla9}t z9W(WDhBtj*lHqHd17b(Ch#0OZ+WGBaT7${$59}5+Pr~%dhsrnJ^gtCncEzqi4yx`B zE~Xml0ZF8{IDEVWhf9BK?~nbX$k=KVNK|Tu1vb^r`;0}{^yOcg;^(6{>Bb7DhW-^fym_4fhR}P5{vI1{L8*#*yVR_F~9@1EgUaSST zLHAsD#8)E+=<=?NR^(-anxB&8U-xvv%0>3?t*j>4%zE56_4X`Iy9m`ab424{_LU^@ zHx%e8;@eMqpa5+wUt)C%n4O1~~FV%8c{F$7)VcrFv4|`}1d{NUoZ7Szo}R{jbc{%Ve;(^{q3x#TeF) zks|#)gmC)Sb$oEa3}=OzvPZ+$At$qAHr6!_x<>LMC7tFKnNp89i9b>W+N6+*rC3J;K|lr6w+b$rtwNAvhhd2v=??YqX*&&{k>Q*uv_h3P+s9><^M zgM_Qwbe2g6Fdjc_AIm!ilqt=J%a@KKZSGc9s5%Suq;$EDi=rL}e9w>j*gN&k8Og|&B3 z7g@Ng$W|Qu*E!zA7@mP1VZye>(&IR=l67ishs7q(i`3Kxk8kFE)Tbg#Sx9zXx^2E& z4=2~pXX{49;<9IvSSp({_Ma7LEbYFJOB5DI_TB5S!gyfc<>3ifZ5F&D8hu2O{(aZe zWs_PUF17rKi(SFKvA3>XsTZ(6?-n6)&m3;tGI+`3Pz3z~Hh41U1x_v0`bzxV2V)Fs zp%4A~a8|;7P5*|HBEv(ex_=dII5DGg=+xI3816anOtvTk2Z&2dx{psnSt&~chfCvT zZtJ>QE({`Zpx@!@b8RFuA9AG^J`2q)ua(Ky)}eiC-=N%WDVQvI_-szV7n@X+jvB1g zK+Ow}Qj*tJMY_4%h61VIFlQ_KeIMy7c1)iZ9pmGGe^D)iJzFGT`uyrhO-3lv9#3h$ zI{gb*y|&oj_+E{J{Q5zGcHBsImg<=xPowAM$MOl&vQTo>edKWUPpmMQ$_Xf;U~}wL z3$^PUtb`eKcHlK!8GaEiSpNw-L=PIq{Ih^TWzzYQxXZZmVcluVHeF~~+ut6Za{$Pi zTWkX7U9o6^zp0To9n*x;oz93BP)-=v675INfT5i)V*g>ZRCV z^!U8gpehY!du?y*UOPcx_Gi+}H08zw!B4%r3_7swj_$4-uOH!%ad629@Fz*%|Ias;}JJeH81e1l4sGavgN9Hp&Hpqwi zQWdaNW!H$~E5MPAyjK>ndPuaJWp*&U0J9^NO##6KTwkZQQWTbIKGl0+YqVA1OPTVK8sso&7KW!O%&E=D|1K@b9lcvF*rdER;D|t^Ga< zCWQ|NbN!q}n(u?p;pT2QKNWT7op3nL^6K_pzdnd$->XL(+MZwlEnu(Ku{TIEaXWE_ z%??N1_lc8oQ_#-^_J00)3&^U+zXi2w;^dLYk2lZk!a1Ew3RN}!*mSkPQ%O4&itIg{ zBh}twgF=($D6tZ|_XgFec^2XzgWQ2XKZAj?Y^d)R>4y~Yi~iHBGX#c{OvT&kD*i{& zdB;=vzH!`)G>{O5RESDuLv$UaBxxfuDupsDDMcA6*_4&?&1_g%k#QY+@4b(8Y|e4) z`Sbhp{BfSwec#V@eLkP}>v`_yh9R|ob&T#m@n61t^z~qE>~!wBNOn62D+F2wtgGYF z_QvdwBx9Hwjhqb$+>b@nV}(wgVOXT;c_i#q(s6+qLj+_V4Ab0E7_oPD^F z02@zvBZ+~{xVF9GNHI?$_IW#JI9B&hV4T2wMbO>$gfdXx*H!)E4u%o;W4mH9bYMK*vg}4vJ(fK7 za9xqE#>&eJvePqxh!I)_A-8Ygh^2bG4WSVGUW*=?{VyI`pIHQG{!GIe^<(eeZq`*Z zDO;M`xE(s=jue{)IpfTIDxcefbC9V;apfqtfQj%?>ED*~IA$TIIyr*{c`=u) zZp>mD`Q@=Ml&{z-bIsFy32(ncf`;86eI zTiv>R>#xC7nLbah${QF+oW5^y!5ud~KV~MFox){~zfHj@#svD)YwxzqpT;~chBJrS zYOyot`)FV166AAEbe%lJjkE)P14PjeI1dHFjzWLG-O={6i$YT4!&DBSGz)w8n2-3RF?aa>Zbk}aR{}yK=w~~c8__9jwalZ>p+R+NWy{W(nW(Vh=!TbbPH>#sX#Wf($ zv7U@plZ5tuq5_@8UnuEhcV87gOJI2P*mvoCI;2fIHY@(81d}We&-#@8LE3I%g6uVG zSaYyG!gEj+Mp|k4j2MV5ue6nYtP8MrVD9|)b~Bi@8`xipoH#G~`2izKFj9olD&5pn z;D_Fo-47k=u>5jV)XmqtK&$y6>Qnv>LaODq!`gQYvF~LV$G4C@;=^s!2vGTU$VT3u z2l}|1-XH0^4?`pSRL>mPN~EiNB}m_tgiFOeCUMsdu{iwOrCpB-2@EaacSavuK(|%V zy25h-9LXpQvJra$wabyMJq$tEVVYID%P|yYZw-F$3FHUTyq1~oawRUP85JLxl!gVZ z3*(B`&baIx#G|Kr8d~!TTD^nofyRG{U*T;ozJsW2qQ^m)?d?fCdsz)eubUrOVxqv9 zX3o1a=59baEmWMU`xCkYAEt$TR728p74=&MM%b+TI4S$?V+b=Ykr~l!!m$ma?A{n< zSYA0r8J8eIQ(W9LrZYWA3sp|tqGJoqXZ);MPMpM%_n-P$xV;?*Rvrv@bdwY zlC4;!QFW|lJqamWb-i8$MWRQj9W`K44U70rDU$zw!@+=;;$PD@>ts|n@5aP79D8@+ zvx(hVm~@&u!#}P8)E{^4_KbAF(C!k(-&QO*uhY~8uaKV{9e+Rh3+x$W~VIL(%M{D=Ebn0F742zB{RVElPC^*Vhz4nHD1yA~}BWcx7H{GiP|W67Bu z9fdGn5%g%XUKBbduP@0yH-zCgdLKTxzlFt-y${$1gK*vQ!)+6MfomIz&OQf(F~i93 z!ynrMEI1X`vW0I4Zit*^(o4UF!(R5id(zaAbk*V4mfoXSMxWDmNp=uQ3|s?t38&zg z-wvt9%p{yPxXE+3-|7G7*1LZ)rs4Yj44&}`1FX#EO4dBPfsLQf3-{f8j6*N>UGBVG zOQ73#>iNvAOSp=}!US6$Ad8j1&UY$;g(a!h`gS#(I2iJ@Pj9nNrnbo3UttF_@5ED0 z(=NykReQi6FOGcy_4>CCDI#^-v%P}-@3CLJ^xF5fX2>sGNhx01%>CLmo>oU_IK%a( zra03XY0UdXF3D*k&1={D^AV2F7k6CmibNI!xkwM!*ZDy|xy=9LbyHZ7kecRXA|hqS z^N)E)Kf>Ug?-(P;CLhjUeyNbR2Xox?wRr=_U@(nwqt%>?z}QhP#>-cN(Prj3y9yI< z`4mOQM*j`eYZ>?ko&YJ5LQxE#=WxvSq;tLL0Fh;2r@^io8Vq4q=JyB> z=(&CLX2A0$?2&&IuyJY-{H3Nkxrh9KxIht3Jn#Tse5elZ-TR(Empp#v_>0YcyjnYc zZqvW05}Y4Wc5mi9VdGooMFTjNE=ju5C4hCGw!f)gdfzM ze_XIvBCtx#gjOz!!|cc4h6pcHq$Tr=mF1qqm!A!;k21Gni|+YYb)QBccZek9@4p4j zVH9K8Er+pj*>H>H_(2?br#|s%=oIuhcYJ!$-wV@2?js!DA~>q@zUTO2EylBOx{l3P z!9ei$&#m)KK-50_Tew;bhRc&q9AuA#8I#a1`QKNN=7_3aRSKc0v4&dd=mVrU_6rq` znV9|AO`}~q7?-$pd)K3W!)jaN-AkwbV4HHm{W`fujC1@K#8CDY#`t+}4rMjKLXf`6 zGA|wU$@FH+;$I@YX+uodhccYIv`3@k@o`AXT8cUncnq7Ae*OGwAcS#pj#HMx$B_J< z>-3tsgrMb1nbSCMm7Q7T-zz9kQ;+S9*Ts*u_dbO*?1O#=Zs)qu z02pbkb~fbl!nJei@uKAu*!J0A-GSK~2N8U(&N4#(8+vT0{f_IUuC?R4ldvz9GWA)$ z2`DT>`&L??LRrikfoVY@sQaMhfAzgP4stcb$B5YA{LjK?S2Os4TEQo#ZT%SLRik2W za%_c$Wx?0-MIJbD>#7;?aW4)vN0gt|Vu4bliHqwO2QcZrt6Kdv3vALcX8N{Zgg?~g z3}(0dfT7Bjch7r&L&eQpotGUV#4Wt{cy9Q<$Ied)L({(*fgt+kg1accE-wJ{*2K#mXducFko4YHW;El`l-*nm2 zKVkK1(`ea7D^lJO_4+x8`{Cs2?*%Gb7jgY&!AIl699UQOpsMu9X1`tsANOsR<}}VeGgr^+z6=8|*$d@znUUi7ra6kf8|#`} z^F@V5VRk;`DV=2}b~L9+1xKHSPSLGxS2k8K=2BV8RB|s48%K*LhSg#7Tb4T>;@@G? zDnqa9dNn+4W-U4RkRFQn*fQ@s+Kme@8LR|0hOp}N+sZ0x9bwzNr*%@y95yV-Yr5zy z!$ieCwhqb+;0oq5cc2x9Q_!)hFL zWfqg_i*`yGAHWis?|+sKHY4S7_q_|015ju8UxP{t8G3rI44eNbf=PbKWAlcb(5-4c zVqOvl^FL2kOq{C6z8ATpk^IkKal4k^X@ywq+j(VK(^wsAA8(!Y+T_3<-%mytxvyeV zsImZ)9SN3W_U44x9we~Rx_y=n#bHIS>1<@!8|WEd*c&u!hJPn_c#DWx<8s5V6;9(J z9J^Q}OdD{AwZim!?fr4E@J71pI{#-R-F29L^hpiU7shs<(N@N}MWMNYxQDP3Tq_iE zb`V;|yTo~G+i~Dg`x%q_FR=|zQ6eN9aqQUJ1))b@piez8@55aZ(C&XzJWjV0DDJiD zGi}B&sBSk`(Xj`;l-D`jKhh(a76H6lnsK4OvB~Xo0a7*OvlGHyp=m7qba<*4PP}&L z5{YBMravV2X}>I3iu?8CNDvih&v+;LD+`fGyd7%YHH^PDj`=s3AH@p$C+@^aXCl?Co!!&$0an*U1<_sHiDhboC-xg3CNezRInpnE2$B*6THc;J z26?lGy;SNOv2cKnRmu7wwp<(!yNql>^;!>^j@E~U;%zV4%bJv9jSNfz=srmuXwUEXxsqBGEVvnrDUid-> z-M~T-hX>MLciSoj?!|>{eZi0;@z7RnlJR06BQ#xqq&Z( z4ywVBv$4I{Q6`w()l`lNEHFxjkuH#YQ2LFf*Je)Jnf%?Rpa)h2 z&5v3JNkKz_z1jl(JW_9Fa(RFHg3TkbcjgriVCm?>u^{_Is3-Ish-A~kl}i$*^VCa_ zmMfm8_lqB?EuXhuT%7}w6yxKL#2FZ@EqZW@$^sKQ&Yb&)S>2{TyU$@E)r~ov2bxkv5^V<(|POdSR)sVu07z^@X-OXVq?8!ULy=~t@Y>Y z+X1Qk1Y6wFFYFKgb~h$3mcU~9e$XiU2DXh)#>ebZfFYS(`;J`&C=alJ@L)8&NN6aYXV1 zuYJoiAfBl%KDXTh#)Z0`|1f!gRF`Nj@8T&WOOAXDIGzdfRb5wVZuvvE+VtC`zhoTb z7?o}hn?~}vf3@``*RX$|-Q%9SwzxX`;oyGR1F#CYPLGUU!b-NwbDJ~m*jH&U&XO?! z9h|dNJwh$?F^SW^;WfcN?vO;=^NB#=KKN

#Kzf0VY;TsOIeWY%>-9vi(yvicM9 zpg8~X?EpiRGsUGHcb-kwlcN|OTg!KXzKLgdLYZkl;v`3W#PtA|R4Cg?3(&S45UDiK$&h3Yx zR?~-BiXjJDT|e)zFD!dswgU9`&}>}#Tw!cfKYN|$6AX##yLp*a;y@1P3#)q*uuT7{ zIk$iaExxCFrL#BtqB$w=m1ZDz(4lyrraS)e_`tk4mjWd+)$KmtUqFj0o3pXf7HFv^ zj}_-xK+09!hSW4hoLL={`z4l(4KI5x87TTd*Ffgf9(5t?=l`n7SD6IuU!DZh`}%Q;YUFx=LTUS&pDGRo*sq=<9#`QR1=t<8TdV8u_Q3`m)y_1se$!X zqe=&4C81#O!Jx=+H4M`i=U1deV@uWax~~Tr`vb}Hm@hzJ?)DD4CN_)XV;9R>og<*$ zi+Z8=rZ!YR@B1dq<_aT+()t25FTqFMrS~mr+)(hMX4`&kN9+{y`RtMAMW71|5BOju zgfu~2j*Wn999$mg-+k5#TmNMfpN>%>$D*D$UX}$*Iiz}AuG!%n2C#C94Bownu8VNP1jnZ*%PubmYHg=dZbo1J5P= zguE1B;pepm{r$c;o~$AHhx;q`ZM@wv`=Sy?q^l%y=!KA^|LgIar7ti*o;q;rSURq> zm$Ld_dxbOioRutXvvD9wr{Lw|G4u@Zk4`-p3-cVT43VaGFddop3<^v`FS&B@rxnrGlA@dDbp`X>wC7Q*aH>sINQ zF`U(PuzlJq4KoQWb5Ue=Xbx^tlNRBC@mGG;E0qY{gt!_kvcl2lqy6&4Wz3V*e`iF^ z#91@tSLf%a2+W?DaoX%_(5K-ZZtrmcJ99#UYCjF)n!pu0Ju6>a-{B?-PY>b5jvJtS zHw=dUY4g3jFA3BGx6fz1FokwuIwgtY*4TVXVXF4y6bv4bx;c?^funDKAnoi;s;LRUv4OqLx0efGv`34#^XGl+w=9Xi@go2x z)UV{|p85mj{mhIuOkM=G$SptqB@ba?ll1%02wt4-FVazW9Kx=n|8+Wg%E0i0WRAIN zPaFx=kh^|rvp=sL5N5o(0Qv9D&o)tqv9P=9tyZlYP^udH-|$_+uHW4|lVm?ZVzvv% zAMq*}rqh*Wz55f&R!kKBf3Dm>=AG5IlIL(`ukcghq+}co;>g!=Xu$!4FELF1&yixb z!|`iABQ{@?F7-ZG0aa?L3w!3*JY5beB6_PKMgBl;9O66Q?t)$YhhV=0^!rpga<0HLHok}6(|Cm@M{I|)moaCct9%c~fMIUS}QpzFH4@Dn4mca(o zwH4hN>N+rfC+mpy_eSVdDP89k2*i0_)!QWmE~JD9T3j95Nu&7A;GAiLJP+gb=houH28X+{c;H*YCkUw(&`7Z0^{9J`H8QH@>k z5@9$rJuH3Mrv;|}k}6a!R*)*Qvb~OOC$=Y|fcUf(%oII0GJKkVg^UtA+{(6NbWGlj z?-8ERnz2XAiz5lfWi9^*=SDzRL)d>;MWS#8;XAI#r^kx@{aIa0yhGTw z=SPsv`;*u;CB=Dy<0mwB`%2NwAT z;$lE7-?+*Wq_gg5KX~XZbY(Z5FwlPw^|TJPUspzPvPbyC&NNY|S2*n(8EuaP<-YfN z_7=d1IN{hu3INTxBvhB!2SaB-tUlE8 z_T!r*pbc6^n6#(jcHV^JXE~ zQ1^yK_Q)~}y~$`=IrjhW_tfVw?^J>bA&!%V7rw*9osL`=dlD??vKCg0l!9f*$bsb4 z5*$rUYf7}@#OCER#Un{E@FP)Rcx#0fZXCG(Adu^a7j1oj$Ow`9JCr%*GON$`sT>pDMeC19jJS=%y!`g4TauDDJvMM{Vx28_znBNq-%aw+3W+UBGntZCV+xN9Qm*2A@j$+()F*_ zxLoz;-Rr*ParIOuB_g@eby zx9>2uVej`1M)`|-afMm?!i~9JpfobwZmpZfA0i(5YK~W+)l!=^I#?Vc)qCOO3s#(! znLT;3brmKabF;{(!~$i&_mcUmw>aR{5;XaHH%#F71D%h(a4PP~))#qCH~E&w{KuVB zxH?H`ABv=d0lsJVnojZ}>GO`l)#zMsT5kHNVMPc19;Z%!-Ma-ktIK&skG+LdtB%hL zCAXl?{rSGEuwM=GfSN zU#3863s9>|@79iKV?#-P;|cDwK#|R3o@hOQ`70SL`yU;^`G>bO&Y6ipUsLz!q2iZV z)av8V$GQTeaUtdJ9{mT6Uskzx+?E595kYc8B@|l(11Jv=PUcb&O`-^J2mD#{DENHfW4G$N1DXA10e#KhuccoX|brxr+O=){{#zxPW*i6$Ck@L&D^?8eh)KJ`IXcd*K(l9emUU&-bXNI zxnA2zcLeHw$=)iP?0^!+tqzV}#?UOvIiY!-6^FylO5sEjMqJxR6v9v5C!HOR!cOrWf93GJO1jGrbr6_$i*SpwE+_5nzDzUQuN)RE)3_ z!w-4horAeHYf}e$FKBx`;LInOjzf32&P8{ZAW40frS|PxNRi{q4DPvzb*lsAH>BOM zPGOaL-tq^`eW^VAI{qn+J530h>ZxJ!yZcI|;axCx_4^AYMgtsdk$z3&w8j}#Jy#b- zNtpc>=ycN|AI5oOFRYGoK;?zGq&rN1UJ($_IPe=TNE)FUVfgUXu z$RwWEHF;McS5RGLUxYaH*Y$UhP8bmwx4e9M+{zE*q%V!2vnjMOP516!QGt zh`997{}|o37?{lo8oBsz2BwqW9bhV5h3?d&PHO~597yz7owj>~jaw3y^kyPpB(qpd z>eV}_IrE=}^fn}MwG>KfRY5sr z_ZS=335YUOv(;9Nf;FihMOWG7U{+j~PWNF5Ony(Uxn3#@v(p|@@jrvHvT0E=vSAWi z7}l-tvA%$1(TsXy-wZ_MzlN*lPhnH@{e4SQ)K*#1Ig}-AKQmu_Vu*X{imnUU;LQ(kBK>Gdd{*-OD6&rq&>Jx zSJ|*%ys>+M|B7l{$N=)x(lb}%I z_0no}Cyx9+L@z=!*wibXL^_qPK-od*XPUiFU@#e*Ukuud9WC0wk{XwxHC{YUK~5WK z3#EbkckaZc&@*9D7nX49WRJJ4pE^ut{^)Q@jKaRz%eVfr65!+BoALe^bTMmPy8p=& z8Kg41>U*oOLdjUJGei4R=%c@5B-i_kz;x{A9X8{5sM%2!TQX?{R5fmTW`e9Oc?>PhhQ6m)q6HhE2Dc(!5K(ke0IG z>CnXsBjJgnS0w*Hzo>18t)@6;$q8x=IRUoMo*QiL_y)tedjyJ%PQXy1(-lgFB=lcC zTl3la9LyhJw$*&JS!ZFIJ{S8;q4vScJG$-%aVY6V%?xKIth661)t$J6Q^sO>MDkIj zojA(()!-TA_uUUFT^omveFtM|s4S54OGrgoM;>V`1q@jxSx`n!(!4tz1XC9yZ;NvQ zR%KoDH9XXZ342qUn_qo^A(bN!KICWuKCN(gh|BQbt<1__uIHeW&{oB$!vTF`2AR9E zrZFL4-Kf+43-s)@+3BIVhT|uXC|htdVEDPc@o`+eu%yG)=_M%-Q)4E<51y98RHhi| z=AT2b6v5;v$Q}ce3BIbI&;P_>uNw{5XC`3v{MJ5)IydOetPaeo9wE?+dNvsycL%?) zKXVn~pK$u#Ww9f=marKguyrmJ7FAXi=WX(Ej6XiNXSXCSXsXG2kAB9*cdMV-Ka@e$ zPj(K?K_?u#9sOn{=N2?f-Kk?2{{uC=dV0dyn|)(_z3l7fEwExJ#ebu21^T#Wzup&q zilYg{{WFRv7$@E z>f-4h0{sut`@&zrIMe#!nq9UFP{zKwGe!M^d7I>HDam{+Z8}wLb!8BT2r~y|Md`6i z`A)Q=z+0?gx}cTmVGE-c6!zP(2C%T!qt~SR1e5I6Lw_+i!D^mA-+C_>W=Y%rQ8YxD zeb-*pGMosr-`BHVq^Uv6RM8Vs{8t#D-?rV1M!``tnMa*xK42wrj_u;PhuAu_Q={9c z76NuQtJ3yyzJJh`ta9(~TGcBtAp?k;o)3sogNz1z|hZ!;s8u7_ZV!{V0ke^SEuYAmhwx9K9oC*q@ypjJT`T&)v4?oy?!Ys_@zz5`&UR}yjn8F z%LP$0*(B8$Z?LIAsJO(J2S$8eh+nv<5384D_D7${1=5ygRTHslnA`K#tl}dPXWCaH zk}^ynM0&j}NPHS7m1lG&zR*F#r(bjjc@6=s7m<-m3x_67btEu$;EGu4+DbC$M(Pm9jIraZ@X{ZY-7F3+yDjc+Qs2xhbh@EObm;~)rs?OV%(qJOO zlxpr}iljw_9LXLgEbjihwB@NT){pmc3D}tfSCM4Fcb8At{W5g7G2Im;_h{ALuepb7 zj|>a=wyGdCV&_EqcpHxP27A6O7{ngAOtHitCt>#eHb_g|36vWGeyS~Wo7ZP4jg5_k zW(ay2s8|A1f)bW~mC@LoZ`;we+ytw2ue5q^bP?!l1AG~l!?E%Bc{S&BPh8<+T>GLG z2%UUhkL5RcYxqC%e@A;uArHO3yuQSjQevcq+O@t*iPM1&b z{^DHL5u1w@XNk<%Q1qU-jw9cuT4VDm*tKov_p7xpanXfNkXc<9sP-~DBTuBjipU#< z%7I+$8X)e^Or*lhrL)U|3bi;i#&GA&X(Ix|*k#F|ku%t!bi=md_WT}>VJ?8aLz=9|Q;J}4VI`=C z*$T&OMZWj8%EH<#IdH#rI#eDj_Wd>Z8fMdT`C0XeK$30< z&%{P{>{X~e;2mzWWSBcR7|+P$=&kWyy`6Q$0#PF zigX25-7|4(ZoMe1Nw6m zcdjy?#{uP;_rs16IDgjML2CIOCVtQ8FPw?QdSg$4JKq2ox3f*(b!fyH_Rn8sg6XjO z{LiOujA78_U*A4Y;XtyaV-TV8I2M{^KCu4Ri{(ZoHIGChhzvs1Cr9(Dp6 zoH9DO=u66mD%}OU7VdOho84|AtUrP6J$4G7)klHiJSbuO>?vkO1~5LO{=rMlPG=fz$^Q(aOLjvxb^b8t z&A6xF%XS=;*l{YB@imOso0Z6vH^X!eE6B!u%U+dn(pMIsPuV7lM)Su0kaJ>;GWA3{zXCh&LRB1D8U1QT{0^9J9;tWB0M_)M z-g4FYjl@Q~v=8GYF!Ct#_vyAYocyyC7j4UeopFjgbXYxcUWn}Wfaxo?e7@%W!j>N= zcBCZsm~F!e(kH?nk!tL_`z_Q#)Cgz#`Q0=>EE4D#->M5R?Zi26N{*A|5Bv}(X>c^r z3vOFCE5Fb;fl+H^v&yMENcv;HV{e%_&{Dtrx$W->-3RKP4mxvS2KSyEDHuP~V%Q&)ac*}vHeryvtuQ6MwfwV{M zHoJP|aV73*gAl0<%YTpjrvXlcEh#fM>USu@l9svkFli1Jg}GTyioC|bv~9an0s^6- zJb8y>q8{|u1b9czs$zCDPa$8lU_y1g!m>kB<)BgJvp$E7vRm!5;|A3YfV#C*guh5z=M ze{sY@)$73lrwjVqE1RipZKb1-_etKh9h4$K{Y@koEB zoIx9FdI!z2~fm7Hzn)N-N^)o_9L%m9=c$gmW0@@mCgD-cKmX}5fb*C zxuX?vJ%+gBc`%2$Rvb*-HqVil8A8ehZM)m$*I`EQ8fR5U1P;=_U+;}jf|ZuXNFXBzu0yng@R#c_>nHi37VBY7ff%P9zyP03{tW!;I|P(n<@ffd{(uSJ44w-;bQ!)VrnM3D#jWm|0G* zzn17hWH==u|6Z*YhC62G(75;kgDZU)1|IcsCuET)BcvMvmj;j~lnX zw@v}MN=GH?>SjIx!M)u}7jg2`Ng<`odZ^VZkUVnkHcYY9O0_*6!~Q!7T%CRIVA6tE z-En6ChZvVa@0#8O>b^G+WM_f{H9K6qvzKw{yszutu?d`csTStjdIhJS@$lRIl_oMP zouFwk$-p3+(1Q{3AzXf|&@(wX4#R?suMdPaLv>&B2tnu|CN32GocB40>&HJF-YtC; zC$bGg!`8*2!KA>+-Qo`x?ndIPqD?&<-EYscnZv0g3jc)f=i+deysYl`F`PT_VS0;x z41829Y#k4O50ua2!m5g_FryH^_h`wcZ(K{yDeic?p);+xU{mP&LX;7wSeIYC zGEs+-2jlxxIr3oOcYygZ^)oQ;G;!{FR}l^>opU(!+YF{spI3;c(8G{tNX={23~UY- z`Q`47Fn z8-^v5kA-4KwD4b_k>jmA0?x$0;Ybt~#*%;~@mtOr81q;7?(Q-pB-S>U%H`Yy${Q9; zczq9hosw>{o@m+B4OQlr?OTxM-3pXfT{w3&D_@aW9cJU3iwffsaM;$jx*|gA5t8DA=!w`@TyoHhM1psVVOO)r`$cOBD53I4L_vJAK}H4 zsLz86ycdC7%`EP{Q3ABL6ZPLRW0CSQ=ywcV6H-b#?>OAr4XlJ;Cqq3}zaVW4FD#4h`W|bX5mJ;ZLh#=E_4hq^#{3D>_k#RWS#x zTz*SoY5yYz%aa|@zujI}re_|=MXyy}6hDQzIB(&wH%>q{>buh`zZ(`Jmrq_(FWS^I zJCPATZz%jvYS=RWDUSYgAJP9xfWC}llFC z9rt6BNA6EirS~w&EWP!ax&-uL_uNYKJLu2!5j|7&5)(ui4PA4tLeCx9@BPwd*iTR& ziObf9`4_K#oqHw?#SJ%V?NpYqyW_w(RlgAjPG9IsiY^3F)1%luKXhO|@4q~O=%YBI z(b;x&gdaMK_dVX&FR(eE)SySE6FBB(vRk_8KF)~gS)>G}V~hFYr!V;0U?xD=jE;?$ zKpz_a!$iplmOj#*=|3)vGo2AY7bB0<`kZSmhq!TJ$6lq|&wOC%XK&lG^mQU*?h|f# zzH3N+IK3X4{R)0{uTxpV|hO_tIQSM#i#rk-uh14SpSXLB| z4!wa$dT`&0O|A;oN}dT#9J#ic`}R-G=h9=kZ0zN4nQ{cW!d}l`9(q8Hl%WO*cLFWU z#7iZV4zeZQ(i53=u(@xivX$*`>?_3p8N(aR+V^~Ogq zyLhbdWONg>%^lHyc+(pGnkvOyb3FqMUn0!evo?A7Q9Y-}>dQ@kIj_AwdW#!I{FYx#hrun;CEWrxFkKPPj&>~Z4u(I1MLYuGM1 zJ)+m8g%q0A{;gr2nEi%#!vW4?-$d!ZK9|2RzE!Seu3ipGXR90yt5+fa#GBSseFrRR zzf#}B`+-1rruFur9VXCqZJPlTW*T#G-Z1WeaV70^NPJbgfJw=+C`) zI)G0L7L{aJx6uzkkBW@Rd4@emomX@@ow0$7OHnV*f7-17><(4A){{tS`!cyV{Q`EH zv3qP+y$zKLCx0r$Eka|u{0J9 z7(BW=^`!b5PGn|8 ziAp&bjZYi&w^{~D)YilQEb?Jv%aatrHbLl#F*LW|Sp(}jK`)5)dtjjOKLtmR9vJsc z(^czP!HzGNx7kIQL-*3;;PXpS*k`^`DQbL!z_2h|&Q%zQ9TR=ccTdy+wfVSGzjXz4 zh#nK^x^f5C-rNsy{n-!e(~Hu>?$~r<yg2MY2s*S@3|Vi4 zV}B=i;Eb;gx3Yu{_L(qFHR&lqTi&;sVx4j5ixfZg@n{AXs*$Andv0UpzpWn&&)tPQ z)+`b@$U;aT~|GT z<&mGJH&R$}u?Lw*3Ok{%>wIB{Q85yODkifn>9MJj9DVuEb4aqePLXCh4NF3CCi`zM zL4V59f#%kIFiD!$o-s1Txr)Ds$kox175qjZ=#LV1rCwD#|Evc_&n?iE+h{?7!J&ai z*Dk>1!G~_!JfeW4XQkHliG;&9Q%XgQgMbL1cWx)S!kko#S(Dgjtn^xT;!mGIa_Flk zao4P&?>kkluhAQa`x}?1Kk7q6*xnPSc$vts?lm)IDFL)gJWjtO^q?T5b!{MM8A<#9 zt4>#QhsH0{k172;(2+ij1!=2Leb{|}aNGx=&eT*$y%)i0#^ilrijh#SW6pT&IU|v- zD)C2TQ4@BwYH`|cFCfrY=fy~H$YI9~+p@CCDu~TZ^YV{d&;qIL{XEDZ8>7fW!hU%nx zh86<7Y}(d6A2=c7UEIY9ZDXWGPgY0X;2_fD{r;1uWr*~edN1!k)P?2;&vHFu??B}h z2{wfn@mRp^ukh2N8b+T@2M~LP35AHm+J94g=S5prZExPK_!A zU5SjuV)Yi0j4KwPZ~FF7jehTo?Yt)#!^oCt<^< zy{E3T-NiCj0aaV??J#|jKWsHaaWnrYI-l{`38YUO4k|2LvG4tiK1?Px~X zHnSx7Cr|xsyQ+s-Wclzg&Og}jf?h4_PBji?>+JXE6odZVyiX(C=yCF*!t=r388Eo? z5Dl}LunjE|&~oMC@tSo{0qLri-d-{xAmp><9PPk&>`q(zv5uRtoAw zbMCq&GeQ^lhcm@||6p-Zao^#vQ#kzn7*|s14wxCa&|OdYf_+wQlk@hyPSA%3RhyE|$-kGg1b^d)}(2EFM7f+MZwLAhtk5tHSZv z-sqy?^huo>(;H&2n)`=Cl6DN+E9&f+G)-{qF@4eTxR*#RjQh03BLZd~E~_s}55U~k zAn(+uVeCk8BrL`W z_3WzN&*Ro{=3b+74W$qL5{TRH6+eK1S`E#oi8(-R?frejSQ3Z6*>tmLInM9`;}RSK&G+R)-TX*}CiiB2sgB%S8}`MP$OqQi&Y?K)z)LyHa~S%} zojYH7=|k(@t3~^U6QI<#DL4C2Ff`x$W*_w12Ua)@hg&^Hp!kYcoe9AW>!Lre7C1b@ zg>#f#CBJh>aZ|bS=6W*bh=fnPwmA)L>ysYOb<<(tx&^=UNIOpd{Q76{w=~RMcpq?l z@)VIpGO%v;MjtfDj0(PIdW^YZ({|EEG-x`NqBL4=foa_G5{lDKgxq0vbk*hqqW#ns-567C*)C94a=v`z`Y+ zjvS3O?;BXbAK|_qNK9La%=5F18V_iBT&9mm)QH2%QI0^Eq9pEI^w}yeULyGX!R}XwGTEv-lCw+tfXQH`Dw0#J?P6D!s~1G&7kqo=$MqCcEBy00J(9VhiGpa0ZE8h_=j z?4Bu@c|vXO7r6;8Wt}}Fju$XvsA9QW`9DlOk#YU-0s}6a=kqCL%iuKka`LWMmvPcy z8+rRt10WS1?{ax#h|LoIW5kpOT>hc6@HovEDfP)0WEe)V*v+H#Q;0GQQxE7F2)04n z&oaq37rAgf(50Kq_W)L6+P5jtK0}|C!Ew=mJ1}|wBK5xM3a)-G)m|BGf>wbB`*BHe zSlF_|-NdU1hnxM)SmR1@ZfGC|&%cI+^0@*1dLtaz*|s3_HyL~K{`^*G9mV$VJaI49 z`Cwo^HSgWg*GS$nzVAxB8B#Ti(`bL+LHp#>w7P$#*uQ0C)W5?Tr<|DvIe!&GA1(Zd zwdg_YjK6$y(BK+2yONt5y6wsm^g7-gVpuV~|%dKcBHCkEzRG_MGy5OE=Soa@uwQ%I)0 z$}M^!jiX<~j#fWR1JVia?;cqxFk<#I$;vpCNZ;{M@MjSx#@DVb$BpvBbmEhr8p{b# zkrsb)PIduE(pJ;1oP~h0g&o$)L?j2hotNRc3q5x943{r@!T@NU>9&c2ktmCBSIZfQ zi|z1!Dd_>zAKVKaOuJy@S%P{Azb*{z+A%!4IlhL&iFqO0gJAG$Vyn$(d6;Fpu*!a~ z4udDp#d%b566y9zz7%Hoie2eHrlX!*fr4(`TtT%&Ba3TCA1ON z_dFCe#b{>B_oY|_%lYEopKU47KXa{I^`IoK??`7l#yq;oWz?ZVhQ`=Xl_pjfw+AQG zzvU{>(If5HmC}lm5g;w@XY>u;%->Il;Tzn4fkvrKPVVKwrODfbc+ul9Xr`#KqB;X@ zlHD=&#lLYiU_7h+1_8(eX%FWne-pQwwMSIF%7MPY;kyM_q+w*gvI}L|1+#^2D6oE9 z#lL~pNs&E4Fd{Vb?u^MS3?8VD`z9_0BLc@_pT85qKNq7lBG?k3xb!56%qj<66s>To zn=JO#c*+@#I|6M>hVU?%2hf=J$sL=EP~vJXy{fbeh9p<=hqosqspZ9Z>Bm?smh)d} z2x@|~Hf6Qw7e0{qEG1XSMH1HHsT>K7&u~6xYQN-2GmJ{@EIS|@3e7A#FZ8a`aFJfT zW{|rB=QnOwD%;(FhR-R77OK^8I{&e#ww)i4Rik~2tFOY~;v=S4H&$Sgb1urjK>@4u z<+d?z$;Z0d*RqGTI9ac>ncEGV8IFzP zaELvB_$DW`k8C}0u}B*SpRoD*o8N`3IL}lstM?cu%wPW`_94_6@y2y>o`w;s&e8cj z+o5R2pLN-Y0xL`t5u8&p*rk+cPW^8HXXsd0OQu&KyKd&<$76Sq;{Ew2_4E>sjOSV~ zO(@-IFW9+{77=B7!DTfIlhBI3o7?0 z{Ix%#Nnnh~-D_$Z2h_KgVyB<`;DTkTZ1apNHnn{XFAAZVub08V?iodiYO;>qwom2clu95=`keNEK-aUu3ru+}jl+|I-`Q6h% z${|R$+O<#0+y?4yJPum%mxTTyeeoT1IXJWab#I$VD5RCXX*az07$*e>s7}L;P_uN* zqf;;p{yI(HvE6>RgFKe!vfGW20t0s(6Icv_X;Y#&3YO?**&Hquna2Y&v z3aIj5ch6MhVlj_|7c<8#98Rrc&Jt$BaVgJ*lV5ak+(Ng1T)!WimO}RP8Ome-xQJp`M z)-X1t%KzK&48hUcaX*?Bo)YO8C2~XKY+zb;p2wQ29~PJw3brVbFd+K(#cF>J%ve&*YZ|3Un zyw{h!mT|NxB=I$S5tP0YZ;xhujtz%+s)AT3I2V1ktFYM-$-jPZU$@A^@%Ml4rU$-< znIdkr@YJu+3QZ!+8{dG);=F@-{TU|b_>7mNq~Rb-`jpFoIhb2`rCl%V2tzUg(sH>? zNb6)95)4tpG1t42HKm?7U_E~;#pwe4TBvW=vSY%cO9ndp(KaxWQ(jP?>jdLUj%ONk zB4D_$d##gxnZUq$Xj&;v1X5PsU+0vcflo^wX8WFnVjKxWg*=&U#zfrIMLe*eWQMtoZ;}~?V z1ABtwIK)PZ>hjGThHi&z%6aB0&`;2s7t)nob{&qmnQ$=oJUJB z7AL@Lll#hcBUVg#elAJ0jtyp?=5{CF6^49@!dwNrGYc&L`6Vxmu zJS7P9r}aY$E`-9k7(r^=@NY~^E4n4s{{@zW%lT|(EwE2GsCq{F1T?hXazCTx55rZC zvv*H^LDJ)0<(>7mxS6_6`$WrP|E?V7iLK|Lxh0i8lcqsn3_Wpe&+|-JkGN;Ql=cm~ z4i=V5h|R-5H}j>n?alo>Z=5O)^g1{{zjy^KlGTa`3-3GcJ zXn`l7R6>wa^8NsjuQePSxEg?Y>i-UX;dzcVdSs#Ko4S~M^tsYox?=1t+@I81_!#=y zoVi1v--JxPFDwS7TW9v0p=a1niEh^>%-d3X&}q^ZR#RE_MvU*n!Y?x0nt2v* z!%H>Zva%O0e;jObdyLq;bCa3$({{?beGk z$Np@I7g3q-kvuh{bKG+b+X}Vb#46vwNsDWYew^Epa$B{3N5pQNS^BzfW{MwX`Tuf7 zg|EZPp-trsk%i%{-1)C!ui~7ksG0GU9LAWwo#$_zgZ{(EcQneC0EJ&~+3&zD?AT~H z5p4N~NFQ9-IJRdy_I=(McXxG%t~X|@uHh{@(J*$g!$u>HuL>fG4E zO`hlP*|qH)&a0bobDfpMrF5=4?G~Oe{QS#9_N+^|@G9DV*lYtSL35t5TAN(%<}2B# z$bhrSwQ=K3gVsneWOv>e+E~!;74nJ5vX4H zVNs`j1t%PGc3Zv}hlv2RyRTG(%NXRYHfcqmli&JW@S8C7^wZzX9v6d(g3;&P->e8* zm>9N&r?FytgTmF}zpr7qQh8s@)jK%LL*t!FIf|sL+BXkcvyk@GTK0#!Ew1ON`EQ|r zg0r4uMNbm0!NAt0NAj_~Q2jz}*@S!!`%EJ54YiYq%y+ofjDAI7|M_KE@#oqECON|- zxsD?V>eD2q*)KkcVVkxl$5`GAgnrO*xiy&#$unc zJ>S|^a9OZSgzLj9jy%iSAKCT@J|-l0{*g{OtZP zbob#80{zk2jrJBX^f%jr{!=%*XUAeZ& z(0XLQQYbeO#v7@!CUp!j`(r7-cgh(n%`al({A28xyv{w+SA`q=$Ang|Y{hxwJ#`&| zUD)<&Zr3>jTck;<>q+~&!iaK>pHavcq{;gH`rYk?Nk(#eI6Rh+CdB2earPiiE1Tc- zT^-u=i;J~iKe{7{RO8lQxrBLDf=ahX8p7=^A*9hRGYqrEen^CN9T+GwW zzYnGD`;QFo0<6^z-jUA}gWun&TrF`jfPRbVFOLTGU{aGR^K+RO8lKk~z1#H@x>YNQ zzu-GI?KjQ2L!XYMUyeula*CjuxAQJrtq~0IWGJ31T*dWs4dYZ-PnhW@Wchap;DAzI z0B!Fppru<#8^%UJpZr1?YbXnr1x%UlmP6)QYa&wgg67$s`+pZlUvTf{+oQWsm zL{m4nw}uF`eHA_Qq;NlWZ1KL@zMTdGJm-D>RF=SkwAatMdQPOVKRqFD_X;N+f}eQ3 zSi{_U84?h-|L!snLHITcDA4Sc<#r zFAR(wbG~A}f>Q_IIe+Tag<;t@wff(aprfW~HtUTR3|u4nB(2!PNM9&J)$cpl!RuuI z#CaTwW4X*Ftz>XaI&nvM#1et&=t%5@0Y8u~)}Ei;a}ElQ^B(%iHxDZ-y$6L}9e}>= z+4fKUf|z?j&UU`awh2vqR60 zZH1vgCMDa1DV*KmQ=yP~8q+v6`xD=Y;*zt1=w96mxOR%c^M;HglJa?PPuZP-zVpIH zRgbt}?6hb11quty_J0Ut+vK}xve{F;UQUenXuWml*&@;oo;SSu*%Zb|r!W6B$iacA z{N?xpAsnlp)VFiI0XlSaUqbGr;JDX|1mesf)=Lb%bAK(4&D-g2HbW%li+zm!wzvf3 z1>)5#?g%L66#dMq^c{OX3krW(a>b!H%|QzOr8sw$V3Djv55GQVtCGuXVMwQ)<8UDh zJcxbCE#9&K^Zaf?A!FZwYOK{s4Sxkq`|}JF*Saw!^4VkG>H9EDF1Nd=lMc%+SA%I& z#WxyQa@i8}SmwX~z;PVg3kY|_ zwf@0Kob3~*iTF+Z5Q-N~3WNE=fOL1aOc*tpIxR%CHb)~$lrvH0KGZsNh|0H_f>TF0c`MZteHleVWX!Cy)t_N zj=Qw$b`562(6>mJ4og;;d=bc%sTm9u-gmLPBcI{qTkEyYHD{suOkM}W-%T!&m@43i z*~~wmFYo-bd-JznaM2x`Nf@{Py{kuX7&cN4hJnEz=ww+8zi9Fm2anMS@|{?OS)1_L5D~xlAl9-FM)t^bt(*>bYm8^bekN zt`UY;q@kJphskKuPaGg04M^MVi4EnC3?FUt0CEInMlmxN$)7G{y6rfJMXZt;Y**ex z_2BWKE4#X2=1Br!=`S75IGvdqG~I!}E!SdHLj18ofBJGF=Tj&niKu#+?Z#25?jLu8 z_;EaweY_==1?HZAc{^GsfmCbG>rB_Xp|MX6@}#yv&ygQCL&}cOf6;*Vbagy*)e@q@ zGmD_&0vQJ`4MX?ig5M%;9x%DLYU{(m&HG(2cuAt~01O({2U_IBLR+=awOiV0SYaCW z?~#Nkbe20v+^}ZB-@3^zM^5g8nS9szZt5xwq#RJo2@=JrQ2Xk^((?os`g^-%>)3%d zdHmt^xdsBGn)Y$A8>T=yJn=~*!T?5gMn2+B(1)=fZ`+Ev|KK2#_VLaMVHo@GX8ZGV zdN6KxQKZFvA2jX0xm}$)k2CqwRnq$U)ck$>UE+W>2tjoQ>8;`X6o~05SAEEYJwtlLD9L_!) z-2XKB6BaTg>7LpijdP2uN~gv8FqP_%(l7D>sA?mr0x#d-oco{@!^$wmR%r0DiO9m} z$`WfN^FJI{e5`xvTrv#C=eqKcBjC^PO7G@_#z-sXwJ~MgP+Onjur{-2P_iQILe2J~MJy1nt?7Mt6 zh@q9hsBufTndl2c0|y0*?ImzZE_=G>c^Skt2I@4r^&rhs`TBtPO;~&C7d?boN&;RC`b7=~O24)cX`1XY9a{&p&-r+aqzH ziPeN8GKoJjBfUJR=8$V4DF5ZEAoe#G-o$KqoQ<6iukzjonU~)6O|N$YnLSk2_L)5t z?{avr!}$*=ls|mFKY!wa%;7^U>wkfI|FNDQn+Yag(>AdomP0Y`FUqIgTG%GoT=}VN z3afmKZ|-+`hKag9hdEa*A!o6E2UB|n4%uyW6IxgxFrEA8#L=pbgC4tME4~$CQM=5J zC%MYdW5Jvdz<(Tj`A9p;GwWf1v{jM${4`Dt$N%_Mum|h+eot$A5RNnM8xHTd3@}^t zJYUq&&AQJf)f`tikDm|8$ee5X1k*Qn@7378x&Dt1xL*9(488*a?=yMak-DzzaP{9D z&N6)5m2^!F|Fu-b)jZ_Dg=go!T)3`-ZLuzo_n5E3bTor#JsLx_qE(cHZ5WY`mDlXX zjs_%WoUCQ1Il$_b#)u};RRW{AgowzFC}=k5>bo`i1%~dwo#>OQgb|0O97^;9XzEUN zvxGstuT>ts-t3EL z+-#YeW0pT*Da|eVpOEK|Z4RA2gmmkx!qy z7s(U(|H}UTgtTlr+hhCnp*300GS%%J&IWA#dOghz3XOEHoyxxmBW&{Ym6zf%vG|7h zGC>#mrw$wa%MZj^m#Y+KS9NHJSzi&^%7EiDv8`qg8DVldM@??84Hkd@qWVe26()nr zh~$+Z_-DA&Vz!wP`o?+d{UQ@Fql z6wz<*i*x|9ZU#Dwj@#hIog1b#E%n&MX8mZgGZq?HxgK`QKY>|V6J_HJLY4i8edVs= zP!!@YzCU9C0+?@?+P+JJe%-U)9V|;Q_Gu$C+(r&2POdRA-Ofk6qR~b>eSknW!SkAF zqX+vB(&1Uxoj~51;WT?V5@_Y#Uvsys!xGcZbK?Xd3=$068wOPbx<5DVugaRhfb=)z zOjQf0xo8|0xrYx)fmh=?={j&JefVOlKX`jX(DD45~f>o({yjs1&k{f;x| zVdY?`(%fDbT%*$`f4eq@lsEO-C3TIkk^R;^?iUg3h1cU+91VfIZ5>ALaAD_-62alB zWSr;IN_sl=4JXCd8(d_aaLlng^mM@tEJ)H1JDW+s0-cY6$DAvWZ6X5HVqd~={`-_4 zq*qv$b1&=Q*$c4r*EgXy^*%U97PSZcOo#Ry*_G;wZ7@*5|512Q9!Jf-GBvN319kp9 z>xW_nEWCFu*RC0mKr(3O1%VuHV-|80%!a{4u);h6pE<#|%_@udk|kXPFaA?NdY| zpOj-|Zj8n7g9+%T?U44E7=zjfCx<=r{*W`Nwf$+BDvllOd{I7-g^MY!Zr*Q#plsaV zH0{b5l2YbcoK!Wipue9*Gl7P)r;gghZ0EyP&(C=#X8gFC$esKBN*ZLgN^X;@F~mic zzaKy3AA>xPq+iDi8ga>Y3?;^QZ*piO;aWCg`-?Z1`Z~R!wYQ^eKv@Z=Pl+&mk!^?k z<>o{}fU2f2suh^WWd9U`$U6}D~y-D|19|n8*SU&%; z#jLQyC?56#z zZ(^lN&%a(2F7EmRzD@*zrSal(|? z+l%?UWE{^|Ra=r0A<)~ociY`4L8|<%%SZHY66tIXs|{Sb2h+r)-wPI}VctoYV0gm; zsp{t+z3o1ZfA6i>df&ktf}RpLe2%lR;GvwfDqTMcLSqrm9F za$F ziE4`d-;XK1#bg|0)ps8aP>1znY<~OC+8|A;j?#Tv6{rQ57`ln^NTzi)+|^CMK!X%n z;wyQa%DB8kn&&7so!IO|x7RrT->;`S+)r@2xZ$$HJDdZOjWFjcOh20QxHxTd{HtI3_)Z~gIEhtV;o7W!5jIH^J2Dj5ahuIEOyfwc zzoE6XBxd(d4_*3Lh^>W;>b>vMuz-XTbcX_fJjdH;#BmR2Q@mvBZMJUu#l>$lVH!+a zEhswjP8m{)Vtk$L&fwyKS5K_!4`F|M(?NdL2RIsiKryZAF|Lj$aJmH{%w7|r6<#ui z#&oGl-VApfuKsB#&A9<&(_OdvWnW^e&(`G6I;}X*K5*aIH3}*Y8hZVU8N{CUOO%ph z1~A0&Z+-r;3XWRrSUy84M2g9Vwm|a({3EC`JMRz!%T6lyo<)@5#K40+YKa<1e!(sn zw?_;nWsKaQeoxv}}%of*bQB3lOZDPeX#J@U{4|QWh^ENzq#o=1=R+fmvuz@v{EDHMpgOUscd;d@@3t8(-m+r+S{!>?X3)evE8T@uaRRFqO`aF6_hjE~e@1Zws z2}!cv++BxzvFw9ULI$A#XcsnE1pO~zb#Ti=;gxMzO0w9_&y|LgcRxDKIyB*`_>x#w zXe}ot*^Z)1LMrRYhV_V>4 zSDefzn0zfERmUNVZC!&TB}rREZJX2@j=xCtK3BZJeFoar%UGV?l7SBIj&OsF(>PLO zYCmXy9Q(yj-(5Z}1g#zw(cCBr1!_jRUk^WnOr~T0_J^&ZUMH`ttZ5xq>S+OYF6BV) zS-pJ?+S_q`Pt;fH!Rtto%$?thj!1o8t)`S1g?Wq?^eX<3iS+uzHLn6%p^!IE^8KAF z1csv~nwNPpp+4yG&Pk=0P~T@k^X7tfnEB)fE@miEiq^eH+IzSWeaqN#miZP z4n@Jx&R!^ZWA-9+hi~uMBaj7SMb@V0-m~MJlYGsaSEpg|xAXFl;a#BIk+wOpmyBeK z!Sa&_juPo>9;7~NV8V?Tr`d<9C6MTJgnhlw6g#r^6?q)lk1=fFd01aNA=h8bfrWC#Y#vhIq5R1Br=0sTK;hFm`tI2_ zn3Ofw3)`;>9jYN0mORyG!M|dl&i^bBx|-7-MIV(OnLDDOlnd za3RQz!T?jZ^^HIxuB7L`JASbl2izL+g(;Fa`i!StIW-?foz|oXX|33KT46f!7~iIk z^%bpOO+w$EjjAAOJ`PxM=W4s0f$ko!9vzd5K+`<@_N506Mn?V-uUKp2z?I-Z=WIo& z5A5#y{lpoo9R%q3`FiooSjV22in};lU^Td*QLS z1=ls4pYj-6Q`-Zzw)}seQ<9P5KjO`Cj)3Hd;|}r?6m0DiyF0?*4itWW;mm*2&|=$M z(b3g|iIGBP>(_Ik`2zh}iG>jY-6ukVLH23vPtHGi$43CCzCK#~`n3ku&Nwu?C`iM6 z;^~`bR&U`*Rnfs=6B1-5Cy2#}A{1^DZ!kC^hotxErm}p8aDddI?eDnh_CtN}=eum-PV~dBCj3M$2_*R`F{Y6qjC zQvEyl3$Xm)2Y1dif9xGT!*P(U1Daa&6}i6oA^F3Q73C-^P`H&(ji^&_@X|`I(b)*7 z3{m6ze$x<^6suD`rPr}ZlP4$qT_G&&_A0%lC5F>{sjO2YY1nk?>|k_7IMgmHSFygX zgb~3PKLZ=(VBGVrXN^uB5I@lWJ0EKX3palPPlg_L(aLHodLn^(XzDs~&SG<2i%+?- z+`vrFH80QTCK$APcQ%RN3|kpIZ=W2ShUG`+=g&=EKyqwsUy#QC_xH*eTP1hGcmG&} z?Gxol-P8QST>lJ|zA@fq%a8$cYyFx39r3{iJ^JIP5P&XV?V!4n?=5d z#{Ip1&!&&S%KgXZ(g!DSfTosfIQkvyAHGW6P_Y6>IgyO-i&O&Ry)@|$q%@dF2)h`| zM}fpuVfD|KDKNdpdidSA4$frWv2q-C$Jz3Q^n>MFVEl-wud>k+l=EI%V;K>^nQ0p) zHnT@WdfstU9gj!QaTLF3DgqC^GB$*KqmfSzru1B8^SJr7YI3otFIdZT=!PF(N}dpbQHSoEsG=S= zJIE|W^EzQ4Pd}R9<$%U#i*FOn7{S8yazl#I6I?P8zTubh9Oggw-rMjW$LIRPQHNIf zvEh5h-c(O2kQ$g6+jedGDmhs!+D8}HBa2ofez9WDoWiii7Eu`ga_0Ddg(2|AzC3MP zg3hL{pQDxBJd9HcgnGtpH0;~UG%wdKf&E6cVjMvw&=lxPIQ4W0nj%hqNEfh0a_dVM z9vvrGWfJbbZnvrLkH_+ePr{%u!F#69MGNP{K{q%`5U9th&)$(g3<)2->@ILjVf#)A zhJOTrwXkO`56&~d;yiw;Tg{&H!d#lfPgn0tW1h(AIJ*$uP5vNpZ{}6HL z+^)UzZw6sj*^IvYm>ZNomdN-?JA!@6d#nQVCZOfPn?cX6C8#_0_^XJNK9+i;F|&Sk0Q;jhZJD)+hRAv zmnj^+|8(e+Q7yEpzIvPL-iH6))P)QlyNcr;r3VDqtuf`$rMt~ZQb-C?neok6K3v*LT(gJF_IGktkNLT0vk{hfzQ@Rszd9o&%`EV(; z6-&Gt-qgdUw#)nF1>14ZyKPu6#~sQA?sOXo>0_U_%0r^7Buu3;iv3XOgywB=xrQ54 z(EUt1JoTF~OmEkfrEWciQ_F83>&z!ZWM0fJ<$=xI8L@B9ZC(U(vqyt6!XIHf-^Lfe ziUJr-(2m%5(*Y<4ex2gn&IM$Ko7?EMbfJSYRVXlL4FiAOkIrWA08gdBbIMWIVeag& z)|{ZbIL~pKU<6Uvb?3sc_#zJuM<CHlF4EZ3xGZ9(@fTyB zS;S~C&{}xh#mi4%4f7ed>Hc@P%#zLUM7I;0szsG+hdpr3D(Az#>_uD}va1=@oyQ*W z>pTBhtwVLi)|6mtdZ_=YnUfV<0!#7#r8sHuL3@>v)S;dXSlrsO)DwIQd!rncPk*k! z2|?p}gSuSo6kJ>vw4}%8(zbGH^#hzOpbdKq><5~@L(li=Com|~5&7~^73O|ZGq*N> z40ShiO-7$RfQ6Iku1D8Mo4kB(ms98&D2zMD7B1z4i;FMC8-00T;A^IDjp7y{iE8f5 zlzNV>0n~SfnwM}gXx}dnhf0|KOgtQ@coWw|lDf-fzT)`rv0d*6dGUJ&m+pYOB=i`# z{^Q{P3qzN)=90fm;y~oq5|=h1B17}32B)8N1SSbO_au5h7&ef2US#))K(}0@@lHq_ z$Au<7^Rk_QQK@w_;oB>yX=R;{Lnn?TBuID4i z4ATyBSIVn1q2=EE#xJphQ1|&H)3eqZpcDl!e|yG))R!;Td1RYmVK(lO*u^=V^tXBD zb=e-e3)N&ODw43UuH&$FjErlqbw0!JJkDlS9ygBo0gW@9+j+nlh7-iETd-Y&Avb9k zONpQOXF_5Jhhid<0(~`^WZI#RS#YNF=vkm@+#ieAIt?u^RSqz08OK!jlRt)QrLn>2 zgKOA_U630n%9zf=jWd<+bUN$EwLOmMs_mK4S{Yca^S0IY z_H*!WVhrS;yNL})3v!QS`2w-ehN#Q&2*+G)I4i0O(XaBjo=jj9^i}!%Gl?I9@}r-UWV1>;sfkwWnplB>eZn) zUW6SoXQird_2GnD75)1aFKjZ|mU(*M4-U7O1dUAJ0H28Lg0X~0g?9;DsaEs>OOer~>3Gs@m)69Uui>znQovw#r+W8&a2^1nj zCSKXPMuoANCt7SXdN8gU{_t&0KFkah8T<2&LDqkQt6_J)Avua=MJIbZOl*_j85AnO zur`x1n$jmM7lw9lkFnCno__30HY5MzyovQu2`4=T zj9`JWq%&8p0cRLCBEL*35*Y>twsJdp;$kAFM&XgI*u}sc(KogNorYFtpC7)1H0F{$ z>C0k3X5_ngL5F~gr{>N^K468M*B^y%Ga``w8$T_+s1MY3XOc^4IMi_^!J_|ctK(Gkp(DrUYW?pTY_R87JVkBB2GP5BG$rV;y4ayf{pl`jCLf$;?J9+2 zW?izI>lAE+wGDTrKY%}u4l~OndT0}n`gzus?=glAOcL?^6w-yPog!wB&g4RxtkT!5l~Yr6T< zUmOxNbGXE&gcTm+Z=FqOoBS9n!?HMlzt8VEAg}5U4d--=kM~Doleem_(?bIsO?$lB z(Bp@FZSnsao+==j_hV(4StAzd?7o)$?jBP8|J59t{10mvbQAOYx59*z(O*;5OVA?n z@#auXA{Mfn-uGX+hNE+TT_ekekZkYxC&Q)zr!1VOymWWKLh=P>QK1c(Tjj7(-8Bqr zvWAKOe-CtI|LqB$xdTvlh~(V7u@y#weR&5&zQP!-PHG{49DkNX`rTl7KxDqTYx`M# z2V5xnRVSbk0kf7~y)Px$k)qQ}vgWtNnR@Dx{NHZ2bah8XsLF>Hkr5-tkoZe;l{TY)XV85u&|$BNdf0Dr8f}H&Ie34P=xwWF(no zC9-9{uf6x)FS_r}LW6bIEmN;dQj;@tkv%AfA~LWk+Z+U}ogK;=L9w@x7x8m_Hr*gX3QE3=VW z4aB$5NbjYWtu+D5$zhJB%yO8zW-rcYXMiIYk3K9nr^3J;tE&pbuVHB$>!rO?JP_6S z)M1}h6O64(uoIlJky`39oZ%da8B9?fa%qe>=yG)R;deHmY+v-KVYa{;ehcP(D=x5j zz)#&8V}Z<6t|@fkAA#M6kN3ilA3&Lsc1$K+#6?0Od*Xp&SSZPUZq=XwJ(+4-$7ZyU z+C7uX+dhP?LBaIoJ0D?9ox#3v@GMZ(Lf_4e>f!QY98+-EIDvlu&t6WaSXlf#le##> zzS&K4x7azue=_x7#0V%a>gYA=S(FWUvp z8?V5DSyCN_>;>A9?U~|V>T%v;PaNxdJ9x|=NQute2a{%g|6DeGywXH0%Pv&v;gtz_k=~D{y z^g*eS&Hm8U{E?&3cLuc2{0{Tx*@{);#APG7aikTS_x;zpMS+2}Win~v1(YwiRr9b6 z66mz-e%8I=#cp=3@R!01u>NbfB;fT8Xd4Ze`gwONjHV4)dvNW+f$}T$!aV#AWC}if4n7%NMU55u9mO4G5 zU-;KbxzKj_CQ;H=`zQ?>rY-h-{PY@H-hJh``RxPFcMI-1H-8RionyFdN;P3Vu{Dn12f?`t7<6!*_#c{_r?sZGYbUa4YLl9?A=bOFC zu7Q>~Ixhx)8<^!y+O{5j6Bih(GEey2#nv-&4(I%L!{Bi-Z>?W{aO~TfmHqi&xY(xR zbyHFfNi0;h(QRDNFW%-Ld_Eic!eTXs8{4-nuux2*__9j{E+%|(Vg%)49Ip> z@(#mKv38N?z}>_LFw|V+6Kj`%sqfR?<(~)l8^e|$WI;w%c2+YpWKeDH<;_#sl7Z|R% z;oyNWe}1`7I3sUkEdOBw`o07#&-eR5!x#Cx2Q)t+Nm_jSR{HlidoWRIIAIl5Zb>AZ zl;eQ5YYZ3aLQcY5|FlTP&BrhyY&o1zWQwcC7ge0uUto7f+(LDB5R4TbdR412fvrCK zxT-w2K)n(dw+a0*EU9GVpVj1msK6niFwGAzXL3RQ`L(Aw{Wsva=L!=JUfP+lh2bI8 z&)jYs5PXJnK`X|cBc|9Jeoi8M#F#)wA6(Du_5|YhJ2*Jmk3n1B=cuF$Ke1jcZH}IZgHOxYqt=Fy6jb|}{h%6tx=Hn2O6K8t=@KwhQx{Ie5d8wVNyuw zzG(S6^dyAIzZ^QV$-#;)CgoN@oBq2z*7XVU1do5Yzo7;LJzoDI_K=Kg+Q#V zx8W7s;)w094f#b@s5q)-7XO{viR3H#2{+g6f#T;<`<6-%e?&O~zYRrc(1)tG ze++KmI&G{O=V2g!nr}s)0UJ+!wHJ)i$Kil#Yj4KgI5Mm<%u^MO4eGZ{geQ!k zne|8O&0B-8oaw2>y37YtK4uz;FRmd89$ys{1!y%E9Db3Uf3x4o?t&tBQ(DkuRd?~eub-KG21(hyXT;4J3{*DY?o#J`+8Frf- zzo??c`V5Mrq(c(6^WiWTn=+ZE15}MIm`wQJnlPqYPcyLuD&_-eGHFet^DbKeQbT&}g2F z#9`s-zDKVLp+s!RR=8UQmuJp!iB8I3n?sc$Bbf}Vw*-v*9gCpno~w(4hCDVtp3W&3 zm4G>M^S)4ZUbK<6%%~Uv1D@#QRf+KFV%fFTr_}<42cZ^ zVW(i}(yuy#&IZm$y`J_GGl3W<`c;$9Cy?~zMQ8TGD>zsCZ2a5$9vEY7ENO^JhZ(AK z7sYEAjxAF)-1fYM>GbPwn2n@h@d1m;HG^$f9h1peaCia-%GQi?q8tcxc8Y?trrI!= zHrVHU*bo;k;?c+PEm)|(TRK*+3q$w!r(P7?4>j*w27aVS;(9*coC%XIc9_4rM-{pN z?Pk%zoMW1h)%kVU^hFMqh00zKnmP?_e~NprbYx)?gONW6V;ZzvkN)$Ei35-(dGJFv z4cxcs_XVnP!)!>#zi^csIJxglCvk`Z6KX-_cAFeE!TZ^p^Sc$0S($@+1xj(uH#_Op zVP~MVjN2$Xm_e^s%(Cj-I1Z}_Zr$kjMN(rld+1pkoO!PMQuid?rU%}5@s;f@=2rfv z8uT|1I&Oz0C1&r#?rR+3{Zvhy4T)Y(yZ#7+7mP&$fN$!P*FOHkuw1SzB-= zcskx#^$9f9hoQ}fa2Oc8UzKMx4F4+gcN834z%e65LYUhi4E;EKY=8R$oXczfbn4?y zXjJ4r|EuELJ__XC>tP&mkEe#)X5X%FK*bj7c z)xr7S4AtpVCt!HX-X*zyE+k2wu;=Se!`w?YR-$S%uv*JoHfy{S>$7%F9#V3{aZBC1 zhlMhs!nP)2$yy1Pu1;xszq^Wy`d_&wkG{uZ?%>#@D0^JumA|aDwLpQX{6Xw&&|_Ha z^35Dyy9vY-$(2)Iq+qgG>1hXMm=oF{4GP zcVT$Ay;E(`76ygX8Uu{ZL%-U(XpopLjvVBDew~>ChW~lBtvel4U~vpocaPwPw*O?) z*#8;=>Atl=@M0>&5N}<~ZY9G;p!DAMByZ^Zwr{Wa%qJ*`%S}rN|A9?%=Zp5zZD1?o zqWht}2O;epuaODqGE6S>ZVgq_RiI~APvQ(7LrVTvi)o%|Y>x4Ht$95dTbJl|jvuFD zd-)foPVsVVFR;+_pqGWw;`TaI9tr$0Cc?a5cMfWe8D*)TXK}obg*LZc0lwV*<{G2< z04p6iR;7=H*7u1VEC(URF}OX)ag~y|9gQ+ho(xw!9e%Vkk!^YqBd1VBF zQAyF7yyr1A88_Qg4v645MDoPl_yENEYdJsy=a_DR@2dA#WrS`6=r>8f)NdLPJ zF$cz%1Eofp>o$Gyw%cQwC)nC>Ek28W8CSI_nIFcok;447=zW6<4942LTRr_3Y7MUP zo}M;GvZ!LxUZYFUZ>y~Q%V!+Ns}sV8wmkwWv!vwX9VWPRql2K-KZN9`jTtP7>`?E> zbM|tDD3W7u*%pYbA;sD@^FJ9U=x+)hf9=JNE&E!l>i%1V(Qg6lQYjy>{Knf1!O>wL zC|i}s6h8sysMh|37vEs`x%d(s_=i(ZGG5LH2w-pizv-<_O)&kfTH02(5a&4GXAl&> zVbWre$+X=gX#e%@#2t+!m~oCU|J3mxP6W=}6NzwudLxhL4<+YeUVg38*^TQRW=TGZzJ@@a;W;}fqycl`m-%g}eK?pc79!HXj^BQ|Tap}UP+qi+IQe=BhO9Sy zNK>4+;UlUpEbD?JTy^Y(L=GG~e(z6v^ykg}==9xrUK{2f%KY|wFNwoB5?-1yeL*^vpk2(2Ndtys;pv* z-`SrY@;y*98v0hmhaM&?mAXYg-od83-RE@oUB)so_fJE|c(J$4Qkoi&4ZYj+!zBaD za4!5rooi_e2+K7`|Z3B)DxK(t4*e`>ym=AVx<;#3cD6M zTs#fSMzg<&gdIrQb~HJa77x_6;XLX5B?4V=e3x>*DU!F44?Opcz_!+{2Ob}qgTmKl zp|6hHVb(gXdldST;N2pub|>s8%X`;do=L9`hMUg-f~z@_u5k zQ{feNXDU(^sqD?Z+c3NM`piqY3CN65SUkiQ4UHFk%xiovcP^_Ri1I|A%S?JiB0Sld_mYN67 z;-aRh?#VV*Y^K}7I{Q)s$C^^s#c!TdpxejvG}SH}JM|ZyDlKH<;<(V$*z>FZicc z9?3G*y<@L-LhslK$#m{t3XB869$)bW_KIXE!!#eP^XD5z9U6e8UELgl{9B+=XINCj z%nrJHRgbO7M*`8|C0*8)U@Qu-I?kiAIUi9Y`9eP5flRVeYF~{-no4uU{wtXnuP<22 za_uCL0y(CncmKgzrV(C-MO|ogSyk$NFA7~_&RLYsUYLKWqotf)3~9}cPj2`MV*f>k z`#<|wgz9&{Sr{F)dhc+g6q7l0oDR^O@UOJU`)7joKyH><5+^4@{}&`` z@Q&j~o`hHNe}*{HWXLBmZjCWJl}{>|CIzGU=vs7q2Tu8ZABug%f+OZf*b~AsF{RUZ!bB<% zNumW~b0-zBWn1>!zJu>@HdfsFfQQxQb4Yx0uJ9fth4+4(4E4hDLy30kqiwKS(jYdz z|Cs_4xA;zh^%W%AYPWyOxsL5kI!@c$$6$IS=aYw>1Cmvrb24wqhw**G@4IEYV0uSE z)+3Q6puk^C`OhslR^k4x(Nq@;5Bxl9;Si2A%Q~YZPgWQ)Yu;X9;sYb+hrS&deuo(y zxAMY2BUJ3X$McdU0vo8r5zeU~1v;DAt18-qI9%B;9Z_$I6cci3#NBJKxPPB#dbN-O zqn?xH_w9e7UuG+f-6jVsX_jr)rkUUzY`5?4X*FETapqsFJdC;fT2=)@bfEBnEAjKBi~`*#`{@C{M(BBP{Qfz$HUh($|9B_pzQC~jV+y_65=^MCDY0l=f~iZ5 znk+lOLjuN{w@YyD zH^GHB;3LdUu&xMru|eB|2If1vLt%!QXZnbODJ&0(3hi!>z`;d7iWh7gRJPVvU{-cxg~e|$4$R8_jnlljAX%WJFS zILQNl272c3|)sZrhVobV8!I^VpaTm=!;0dXZU0f4tfatJU;yu)@%(e4Z`|xiKOuP zLa8VW*eyh6t~|ji<+7!x@ z!;-&-4ws2Xu0eDt6z3JaY6wVBV9wlqW3cm7L5@ry=Z@L$`6y@<(bd^aD%k$x&=vIH6SIBYP~g-aXyDzjyKE}hg(D* z7plC*)dvBDM=E0kx?Sl9+GMPdrr*xRYU+$5AK!`xAM6Cu_q5Mp{133!vhU6hxhj}i z$o$%QWFHpM5|iEh{jh)gcK%DMClr`Erq#8WrjdN1YT}6qKYX!Q={wue0RJr7xO){c zfmG8Ps@?S;wn^8I%YJf(o*q|i`G*!TxSqK4>J&49LEdhlf0q-s9#X1(df*He-J}in zt@lCe2^E8qx!*7taei6&h!Hl`zmYt|m5u;IK)k=Dec2pAi}NtCoOs6L>>2EC4u9TX z@N?6zUg&A@?88Op2S)K~6BSD*V9qg2CipxX4!)@RDUlKZt)E;L1m$uum61=zw8;%yP9HeBU(X+F zSsj1gZ|p@fzs!3@mpSNC=p>vRC&Gv{MM5Q$1s0nWzKuGOaY)?a_62EwT=UG{@$AqC zY>w`DU0|yZ11%Xe{`r5qYVdlC80ozZMcBe@buqCHEnX73Q0)!hMut_Jvkea82<9}l?!FABX ze{dO>ldd}t4oqNbZdVsmWC)Oqj>~o#gd_3iwQGlr$02+zBwJ{2Ff_(;tK>PW<7C^p za95Hh&;n?;5+`Z+Z+VoZnaqrBzvw-eTKi$TjZ325Ob-zgk9WC@ag_p+)Sm=w>wdcNY44#*YqZ9|z+8Ws|$&cG!15{zgyYJhqPTsC(sS zVmI-dL)t_%ke+uFR>CT9Dj@Z4^PmQKYE*DL`a99eUExckE&qOXV}xLVhFpAfnU3zGj= zZ~9+8m}Rj)ajo?g&`xpO>Zx~z%+ZCkUS+47yUyKirn_r{z?;s1zW~8laO!%{n0Jz?lu&pdKA_SeaJwXoR?9< zD?V&2)=*7*z=GWgxBIX4KZMoDjL}n-UO4fp`+C8y!wQUUnPIm*^PxYn>LD?H3dz?y zU9)=9apWxTjx)JdSZGcwV3Q?c^ItpHhGkipdZ8XVk-rCKh)t{uOrLP@9k&e4r50&Z zRf1>B9>b`{^U>jKdYF1h&Hozv12fDdce)&($2GIpITGL3VVv$`>Z<=LzKrSL^0@c| z5SRa{9@*mn&zN^6KC1W+r+Cv_u9=J=>8=3#4c!LlB(rOZF*0FiOrA_Rw+v9}Pd(F| zErHRf-5=|XxNz=6TDY+EPh4XkWVSlAj%1ZqT8~jRE*>=B;5sDS6>!PMm%lIky ziJS-$S1x+q1a_bhlzb}QTH@R{t+>v2y--AQ_?^M!4OHDrMmK&;;ffCXt35k~fxLe5 zeFvomhW9nG&irc-F{H;8b?D{CA8b!AxCcfElJQANk&IL7cI|X$yBRw5AQh~ zNvUk%AP|7Unl-fLBndp4jSunYcqRk6iX+hrGKjQ+(GsLFS3w;V>ta-V(^qywdO2am}=76h_P0^5aGA<)k^e(8K&MEh*4g^6i~+;Q-XzyMFv|NDL--$*vvR6$j+PKL&44@Zpe&Sx%P1GB$-W@?BXS zK=L!Qh{WXuOyzd{@#Fad6bHWL@rt3xe{PwtQA7X+BjxS4ETt$g+ur|kuk9F23;cd# z7t4w*!cE=uUS3fDMfO&}gdxl?AN@Gg1weT-(4f3s0H?>8PrSTzQ-M)AZmw-89Vk*n z4ChJB6 zcGZOkdlXJ9X@!2qiLMjs@1>eyo8tL{B+8j!bKHTk& z{m-slBp%p_&b9eLG_8YJlfpY`E^3a$LX(Gb{{MgQq*Fb5TSs8>6MOZsgNI-vR&SN! z+J~iEwzqWMZHG1XecJvKhPWs~=^OdzkCRo^B4rqlOM_&o%9mo$^Wk5qUw1LKX~`Rq zEw@15o+{?uq5L@E;?$IOf)Oj_YL91ZQGl5oOW_{#2%t2GS$z=*gqd&su1~1nvG1jw ziO-l4^gfBQ?eU+3Gz(V#LJlIV`#gP9eIg6Hhc9S1M_2SjyibE4G&(rq@3_!GG5=e2Up=F2xB} zYxw^h^XI{~+5Kh`We{wusEqhn|#X5vRDl)dR${y>N1Bh*;m39zB{pRdZ}RPz9IhbYVDMz zjY4$e82$J`5m+kb6f%(4-t>-Z{#zZlD$q+@%{!54kCF6S&%Y8@#3}9lC2I_?u{PhH zX;FX+hZz3`y>#7%T|RLxvmqZ9=-SuB4exuw>{*HN;yeA&U>}+qP$B^o6L!VjA5|3S zIVDgc=nFL7{A>}78BqO7{T{QT5U714Uu~@s!4(Ig1HI$dp>A>C`bxY4bc7xc?>jFI zp{CaQwW5JYO&>dOGRX*N=}&w}y&gEE&8@bi+zsTnXD(01O+c0NA@%q}eK@|){lJs(aiz0LxEXc)kE1J_uC!!z91~s~hT;vXhr!=?n8v zki|nBS#i8$hiaenMYJk zHRpEO@NN#i$`?X>KuVO&Vs{>wP`h5~b=`tQ1wJ<#|!e$_O52^Nm+RPw3+ zibEG>xMwcx#8d^w9mXt6Si8^EPupvgH}(Ww`6wBTl+*pr+NK*wyPNhGyV!B;bVGe> z*hMIL=DrX!Er9De=h}GO6=3>))nT4BX%nQ>{CnaNhD(gFvXM^4P(G#f-lxJ2v(=c>IIqLPc^FR@3 z_;)=@2^UH~cndvZ+3dYr38d<29NX!C*PD$8`YR*6qvc-1)Y*afjc$N$QQDP6BaH#ZVM+5<5E!@j2^HSo8X0Jg9RWD93p3dDNTW>JbP1 zP)@|oDjRmEMM-GLpY)L2Y1(<(^1WG+`i5Qp)Ux}gi?_mD9! zbTMgoJ2d(4;(L2$8_cEOH+gYY6UOVx+!`Wup}Ob6RR-3}SY8g>f9Y4@_Zt$YUp5F} zXX-f*-(fBoyLwE{{SNmgZ#&sGZvP7;QKLGy+cnsKEr3C))(Dyx$|db2`*Bw0=~>lt zE;y81lvVra6qJ{q_4}0V0PCZV3EKPQpvPmM=wMR_kds}#vWI9;mk>F$;9-TtvM}@c z$Fnf7!*2WN&CeKZt#R%+xgUmti=(~@6EMY;b-`Is3a0N7h4pm0klg;L)T;RmjE{79 zc97CwjOC??#k=08x5Gp>}xRm-z6;Gl0H$%RSr#2^6puB4cOMKu@Is!fKe_#id2hE zVCQqYR#zTtEHZISo8RsW{}_+)i<^%_h09FYgklU3$=ee{_n(L1jZ>8uPcof5{=5UPI-)gEr*D=}Mz92hi^aT2NHv?s_<##I5nUwkqjDS6 zH^dUAwmLydCrib;PCE*}+wq@vV-S*G9+Q{WvB8zx`bkp`8(61*lGbg}mD zkLh$EE3IcOtKPs_!LYl3wUaRNU#r&Jt^+`v-cl;VFb&i#zI5USU!Wp&)>nID9cV>y zZ$?(FVPTJvMEK+ij5>uGcNpErZ|nu1BW^5UbI4n2bu>MWD~msq2$6ywzx3S_FG8R& zl6sACPdheHIyPUVM20L^s1EclH6CE%`)kk7a`*ujts*W3rIL+{W{`_Bz(DvXomH z4`UzJ9<~U;;tZ?M5r#bhGHZELB zvK+Z0ic7!!_nk2H#>J)3?-qMKpdmKH_mb%4zg%&Uy9?h(W!Ypu7zJ#zypZ$jB@MIbJ zt}ao#l@*5MnFI0^%7eUH-2yl`S6(s1T@BNBT3lJQZC@|<1 zE$;8Q0(CTk0}GQi4#<`rr+@bZ$LDg-H&1C`Uc{?Vsg-_=m%aOeV|pCsCR{ysaB4y8 zqi<;*>0{V(!&$B-#T6z@qMmy1QdVH>rYra(=L;h#|IDp@{y-aBq7IAvRwR{IHMWO! zVQ=Awt0_)XSn6T^^QQa?4D2sDrWr~6quTxNzwiF7W(;zxUMd2av8lSPlI6_Y*f>AGdxs;srDBH7Sr$0Up2&# zAafQc@2Y(_<)LhPzU$1YBnLL%Y732wP=W!H{j(cKsgM;LzxQ6;_s#Q-My8d-LfP5S z;pEra7%s7;vhU&y3|C3zP%YztU|cJ8mHRl1GVOemWf2WCB8KY|cDpxu;kZJgsu-?3 z;hO1jP=t|^X2$eXJB$x=wh}!r1`}Ueo@;Q6LYK^|KD}qzFz4J)Nr}lp@@{%x%R+zb zXgRlK`L+{*&fu5GvRW@TGTIm`zYuRfeN zKuYi$N7(KTXbqKht<<4lzD@u+-#rZ)suoWcot}nriAQzEfd_~B>zo{qvmx!>nqV&_ z5tc0~f;DslaB%U`egVFp5TP=tZp}b|g}5D2=R&k$nQT3-dCYp#NA~#4NU=ac_`eg` z2}iMIs$xCH^Z}BMr7me??}ecUzkV8qrEPlmnZfAAava}S4VO4^2c`+)nez>Pn_PFe zQkHrR`#t&}Z*Z92n!i+hczh2UPg)O>bPZy3Y zVpyTi$6Kpkk?f>bbim>*&OUk0W-RFkE3T%Ob^poWns?Wy>O;Xm6;0Lcukps773-Cu zcMq}NqJXeCJc)TkmOAr4SvVaYlK*Ue9SZ82BXZBiV>{`|3p4FqK-}A*+OgRmtw`vIr?Z znGz{@4}Kgqt(J>qLDKP*lPiTb5F}?>e7uPZg5=LU({S1JVt!HWB}I2!zVECNGi!$J zZm#F|j$FYxUe_JY6UTw-W~LHR(LIHaMR>(#B3;#+ayh;`t_}Yv5IZ>`$ny_ z_~CQd<9;;kQ)we4Ge~J27k`fZ*L@lc>x*!z>F(PL)SFm!qtjnEXbFghI#Sp2HK6Nd z!J&lgmpC&So#AKYfc}TvB_ER9U|b(2uMRTe+(?4ay$^SBcK8r$+`l#)QajoxGtLb( zW`mLOQ2~6Tr0(FLbP*~)U(dM9`T@y!!Mpy3Jr2scsffDogWS2c3$sLZtXF$E8ogEo zPmX80GfdcHM``lUu-A$>MIlf58`xnv+ihmgo8O@J*IwBR(z4LRTbU|&W(TwjeIAs$ zI0%Dy_R%wkc&Jn-Rj>$;<2pfRUgS{~bTPja{kL5e%KT)rNr#WaRR0N5?&MLNoK*a{ zqs#$1KIhB28#Q8~p1bV2*&!GuY_Xn9w!ziinlz`O8d!c#x%bTdCT_gsn~`n%59Z~l z8d4E2fjFaDINGU;lwG@uhlFQvAt2xA_ud_taj2@Fjx7OZ?(B-aGOCCZ_G<&&%bVWQ zb2XjEO>)y)&*yxow}!!6w$&bk1u)k7`6(#!V0(18+Q-8oFyf^)L$uR?VSB6Emx-^i zHmjAZ}|Ndu6pC3fMoGun~PAZWs+$sGlRt4=k!u6 zpJI<<{!~cTb|lK^$t?ArfQi%~>C2M4At^h-%{qV^>vvjy^hjZZ$)yywpCV_lQ~mI< zKp`!d+QA|xqo9TZ6B8S|w?x3SnTbhW-w|AOOJoy_)I>rZn~30B25daN^plVEEfURn zOMRFWu<__Rt>l9=6l$E1D=m(P{%tLNdsc_>qi%AJKC=<_x;G9LSUp5aMy}1lDnpoW zQooSmQVv5(L)&-P--f9z>4pAmJFv1`;K3s2L#%Ofh>ffYM52aJCfSe;+RsSU_dcLP zlW^UAgBR`?RT<)H_k9ivbA3MgPN(6lNb%aRuL$&QP_{_i`UOkgO3$YaE@MgVmzb5* zBpls#u${hp2aM6PyS8)sVE?ahpMi@{u`_e0%{J7+#-8`Z@jfINd;9W(Yo0OCb~e?# zFJr~A0$+?NZp4Yn%K4pL1JLn6N3rTHBQ(pKp7==nCmN7JnZ4m*ep$yMnndW6mU9JVHq#9^d})y_RH64&nA zbeph;Be9crv^(hpEawzU8BtoHCzmN_uJ9f#U(yJPtE9kW+qpwOV1>Z^m+eT1SOn0X zMphR%)nXN!=WPUZNBngB;FYR-06Jgq-(PQV&^Eg0^ zpgodMhc30qrmWdX?DUv9a&591M_1>g_oz3)TC3@+YTMpTufOlC=yDUtgI2p6y}yFn zut)8KlmTd`e(&EFn1*F$S^xS10cfY@JsQg^}*k4U*>~tj`O`6+PJjJ&|SMKC?|Q$W^wWx^)}|w)}VSmXI-0Sl7;9=gk~gCv7zKC;(tLCK$;xxb9A66n1P-prDk zka$3_-Rq_hki-S9=5#UxHHEEq;P)_&A89bX%tnTeE41YlEWuo_)kcr#Bp90pZ}TjA zTnp82Z7k2mCDC%xDsFXHU@WxJu)2rKy8TYG$IM~P#;IeO)CNu0tFG~q-VvBi-w7?r zeh&Qu*K!;gMWFvn+%;3TuLK6Q_0N3w8*#($hj-D83yg2!t8n(&Tpu=9U2stoTi#Kt zqR00_GI9M;pwlvzd`lRRi8Fzwg6m^XF1Qlt?v^l!_(R_fLKrE0^7Z+6m-#1=m!v&U`Kksb2h!vT(R#!p=VR`ZUZZB>&tm!*C z_Mh7_%+ZRC9f!w&{LmnjX`~Yu7X;D@_VeKcH}~6;%y45A_Ii^ zT01T@oLBacu)v}9j?>eI z$6+7iX_V41yXMK!qeOGI5qujJZUZoYezI3i8rY*9i1k0H2WF!t9@17 za)b=aK}Yv|NH)P1@k^7pg{xsvBH{b6)^Xf8c}=bNkT+10p2TGf{DQhX3nv!-{~*8M zTGd&*Mx<<)i69!z!AO++e=@OEkb6z6L&jbL`ZKIXB=aso{iO>bciUO9sqv(yYL6w1 zDBN#0ba@CQwHbEde~CcVdh{VWtQ$HOf6A#9Ct-KAx5VSjb4a26r`vK>2!|Y3SU#I@ z!6<*?$EuuSn3Q#wtO=3ANx}`P#vXeJ@B6Uc%|wSinULol>tpa5p0}McvvS(Y+ z(!#C)mwu1p&GUcdI>Bvl7U~PMkL}WSgRHgV#wLwr3iP+m)A~*Lpq^c4TVMB1SV-tx zuCWb)rr60lx8*aSJtpu$P393u8kQxv>h?pmbbVZ8l`fQqeD;kXAB1KH6~j2;-x!

exTn! z!o>Hp9ES-?TYXx2pj%i(T(O1-}U@bba(r`%Y|u zKH&n1|M*0Zba&=5uWnaU- zx1R!!37)_nH+5EKz7i$F9g8E!Q(0tBEkHYmTuGxtA^h@QzWTf=7YF7(uIsIC z^oq>QXYnbou{dTSWXSLWEHKzy3UmmB;`euch6_Ex9GP*0N9VYpS*YlKA5T9NrtkD6 ziAdm#$BE-{o(C~JYWSL$LjblB1O)`7_;KW-xRJ=2IiUXSYJ7Aw5*pt>9kjOWfHB4t zRZHb*tP8o+RQcgCkvSrDTcj;BQY2o#jpf}2w1wA#UtoF<*U;uR$SC$&t(b~*9(D?>^+ z^n+&Ib<+>)o{m4ycy|Rlj(Kw2Ncn*MADm?1+^N4$PW1nLZOz5U1Ha9#w$j74prdm@Tkx>Xd$7<>~yh_K;k zrLOdCNiJ-g|N7!n#5XAMg`k1I_CO?`S9KoMf(TQ33wxL?&U^?x)ARZxP-5g9BM;hP zw#vljpdAU2oSW#NB#;9GA70+hE*n6y;OC297WiPHUP87_g9Cd_WQwmJ4T3SBpZG~>-oXOcpXB^Ov<2sm{0Bd({Se#Oq#07f` zi({>uv1FC7m8rG?SNYcro*ArSQ<00{WZGMtS98*yW!?hIb;_IcYQDn!K$o5rSsYrj zm{KOw?1&5@``ELO-2|T)7mEu|zTnKH(>?wxZ7|25d~X)F5t#nYy`I0PhE1Q%Y^s|1 zu;3Ag71y^y91DpJ(+w8^O0K1|wDmNOKU>!Tp*RI-{s{+AOyNsltTSMbn zt>A^?86+DX*qMuRNOjoc^ylgj4sEK=T1@rEiC4Sr?yId5nBP?q4*N!8uf`q*Eu9i9 zX>tGF!d-@Kel}O#?^a`8S;&4K)!R5*YkN;x*B|P+V}g!tG6YhA;)!VaKp-m!xQ!cd z6IcWt53ut$B9;6^rtC){j&w_#svNh)af`h^Vf*}H`Bn0{nOB3jpz+8&Rbgd==LRlu zJ=4XpCW*KAj=Tp-=d7X*oe{?WK3~4XW&%Uc-)?W9I6>b&)2p7JMRDnp&Td;VUWm7} z|1a#<4H)sO%v5w3#l8vp<+&9XAiF#WG%qrO6?(6U%eevg7bG+1kbE0r`t+;!(*3dK zNZ4^!!@bxO)8c#i)iTC0hNacnEw^F)T%BS+>{im@Zi^x?ZRn{e3BFz9H4 zC@kEu-F@*)7B-~KZVn#cMEVlQ2U(26qPWiSBH@jB$`sAz{@{$`_KR=cYo5XP{{^SD zC_VyuSWhxRU<|5`-qzQTGr+tZ!^XP|KSJHm=jDG74nx1Ad-(UAX^?T=Os=fKmVtp` z2Ll6#I}Da=VpQ5&1rvS&4~;MU#ZFzVOfE(OHcEXf2ztMc{j7}TlbLIG$)3#`92abdY&(-WQ z#lMZS4l!fOI7{_6+&VFeRNa`yn=9vVsE?9he6I)>u7mQczEju`sD5p{BnN8g9-Z?% z2=lAgFCEHbgU-dqH_p<2IMGcKNlfVhukhB@()Dzxa#1;S+dve&_Ojij!%hMNSIB&R z-Zf}Ey)<9)=nO6>PmGIb|ANuE3x5k>252w!WIpcP4&?1#iaZlM1V$2<+7;hi7(T|8 z(o1fETJHdY%2Qq(yz+oKn6Ck-CSPXUFBHSF_EWOFej~=TQ(q}fa=Uq;xHWTFL5 z+&}Z8O?U=|LiJwIck;s^Ta?hJ`X-n^d?opg0}GNFti#U*cmX*nS0Ll11^mvfaBq&B zftE))LkA=sVA#KL{hYfjlvpQf@(J&J%&+TpMW=f7@8Gs_my5gg5+cD4=R9*$of3w zxf|&fk$G6t=b7(rY%BX_=s11`hTLs!Qzd>w&j)VhhnX9_?%r~7Sy&SP^ep|I9qs_i z^`rLERij90d2z#J`yX7?O`tmR zABU5tp?SB|FBz>mC^X$IWVu!fYb;~wKKuM};7!!Zrh#@O{;?Ua`s4upWR7UR6C*gF zq+7?UOvZW1jx55fK%jHWv$1LAZ1koZ+fTCC#yXD&*~zjJ7$?yL@W3L$b@C`N%Xx(LTu1cyIx;TzJyHU&oO+3CK4>lX% zOwYFTgL@SqsnlTjLa7GMhIRU6`GsP6Z>LpRPAn|^o{W>rO+=dSi%iXoC(y0WLeu+I zh2FL-N|I7PaPHhfmbQc`jvW!vstNysvpdADWQksbwk_-2)yZl&_f469+ci-n$)uZ3 z&g}#8c~XkN?W?d7>C)WJE=^#mJk_A8J_o%sIU`;vyJ0ru@s?Pc3Jgbl*b@0-5nG>S zXuoiK1jO(>5ud-SIPM&=^^n~|sGP64v8P}!rr)dSX46 z*2QpP`7@oBPzBTdxk*Fi8y+V#RY%)8L)^r@RQh)5HMFRn?i1n@f~j$v3n%?*pgp%W z@te+Fqy|!cve2TT$GqcKZmA;HX>oF7&40nJo=2lE-WcFqDYMmqrfKN)AhC9}9|EfA z-e*H1I#{}7=h-MejV1rNj%VCXfh1LdR^yNQK)l;NWE_1MW;ywlW(n!gbHez&kH`@y z)zDUM=FLNzcJ-;I8Nk*+A@R$CzF4U)d(6(l1jy%#bZv&#pl{2u$M57rARtZgIu}(D zJNxGz-LJm^WWyt8uJV^aV|Iv(rHdF+%9EaFU3`jTpLm%5m8K%eXlOrYJ~LBINz5$69KJytvLkH92j7ilWFMV11?|JwyAdqVuOx(cv1;B z4zqMW1q&za6#SW@ekuy)BztJDrL!T~-F%AS{t{+-{I=uOHiFRuD|RJ!(_rq)e7)_$ zBP1P2MEC!+V7Tg;Lg4->?3YN9`N(StErc^HA`c6Y(t0)b9LA(6J4IkVvcG5NhzYjO1?{A=Rb#Jm(kTz~LL6P(=^$+fqm^0KIvRU_4$j6~@e|N^GI?ym2r)9&{fHSIH35x4EFf}-kzk`(*)7%+9 zxK+@R5CbN&g8ZT$PE+qm>cZa@ieN2W`!^|V`WzS*!`GqOQzD>~7q}zLKcMHy1 zyv&}vaRtUN?>X^8{uFv92#a46k%xJ%mWPz%8y;}1syFM&9s=XYKjX*8m%WpMjEbt+b=k{E@6m-b zyi+*)oqM;(k#jiBHDjssPy~josdi%0HzAFGUDt!%Yz}$Gwf+FP==%k!& znb#mggP36n8|L9(KOTk>!yzp1R}63qae_rHlfMb!hjEU6al6MGgo5PWBGRWmth%<( zK~t&|$&-z0O?y0Hu6Pgg>I-1|_j;MlLMaa#pisdmsxgzjys+p*=`o3%<4<8eM?> zVqY?_xfi=|{!J(@daT1}!0fRS z-On)iC)ZecHyf-Qs99eKe}oh#_w+)FG?d+YrST@l9qB)L-n&H1Lf0Iv*Om6} z+V3i3)Z^Ox?$1#`4GmAowmJ%!D^hG2-Gv#wqrDFuzn8QaGo9)5eS4MQ&S> zt}@uOvr868vD7*7@wp*cqV9{Rln zX{YB6c*S4gM0tp4zx^~;=MK$95Gt_e!h@d6`YkxoqOPzhl8PhBM>F=x?tz6pF()o3 zK1FJa^HU7c#FEAJd693=Hu&1je0OdD`n3Md`xfMl3*D}=uk5$OSj3H^JB+U3RLSFX z>3`8UmO=?$(|wJ!Po$9(;%qo^@iUEhA_*E#-nTW&6^5phUIJHU0P1+2p0RzWf$KVM z9wI9uFuUjVBZfoYq36k`^Y#;QFyirB{l)tS*w347%2L1ws|@0q3hy66|Dj2Rx7&JP zlDoR(rQ-_p<#TW(U+9DuF4LknyT@VTN!b>OwGTitTXd8b5yW2iYa>b~V=&3-nD=#& zhNQfoyz7=Pac$OdpwR6*_Q(sw?@8PV^FqgZib`KWNNce7b+4%(KZdztu z2)F@l+l2{~+(PIVOeBpzY{MGOmwBcsr=czN#Nnqio;b?NzCH7G5-wzYQf04oBQhMG zzG!{hkhmjYi8h*0fWxJ4W1ZiO!jOvl<2Al(Q0u_)BK5>yoH_8^dLWgKqo4h5c$slQ zd8OSP?dc$n?OaO9lpn*@I9ehJug9b^7IBxb2fz=4#n#%r%$ApME%jN$1ZB)*Ax+2HdSTNaLN57>Pe zOHW+**LI;FJ8Ui$2McV0sqcplez{TxW1Z~$D;bI~r?$0Oh~+DR@wDde8*~k%eNHK% z^<2XSne;DOxd_v;5A%8k#9`pK_t%7(d02|=d-+z_4$8eP|9&4(^gH^aSRY#`a%I;tA=P0-^2C+>#99~+@UkJx%V3rUOVyFnc2Fm+bB-}E3p<`K z+PV1b2a>?HmME7u*ur+(^*Y@Tm)foOJ-8=}jVvNUOUAEYd6!@zXMs141_YZ&G&3T_ zAzn2_BNB%0e!E&JIzwc5^q&1q?PnnQ8Spv_MnO9LO*qYcE6!g#7;z+PgHv{<@=D#W zgT|k8DJ#sUaGYzG;u|qp9AF%qD=aq$YU!oL)c<}$ZOHZz^Yh*KFIPN}WqvR8g5DLmt0az*OTmvI4i>~Q6c zyjK}#F^u*(iW2V^VAqL7%crWBu|!2DonzNEST`M%R`=bBExt5UWeE`+X*f8RY~xGP1r1D0(8A6w?hlY zalkvbB=z_^T=uHJ)9RlKmG2qm-!$EU5oy)#3ol7n8vf_IN8M%^MXgVtJ+8rgMcrDb zvne<^)hN@R&|rL=P2v1Z2$Zg#nR(E5e8VeN;s{QsVZbNAMagXl=lH@pcl-Xv)$Psd zFQ={mefzKSmhito;ak)%Vd#dXic{{crOzN+u`fuvTMQ_3ceY8CEMR5mX>M_r2 z=;QF|Juc|W)Xin&AVoHFq*r3xzRGX9gZS31-T)YZ2f5>Z`1{URfrDB_AA z^HKE?d)J0HD?R>Z@(|B0YZ4m&eg#yJp75>7adF&bP zA5Jj-Z~k!a{%0HBX&JR>u$##AvYY4;;((;B?qgbAZ?PS^$Fw_#fpYDRN+nARQuUcl zxt1A;TRqKQ{FnbkcOezJRusSdHobw3Nxy0>ho)h1Vfe9FmVINmSQ8Uap9X!yT6biGK`3A&}6~V-ZJ9|51|KcF;67LDeZUSRTrW#dY704H! z4tPi<;$Q397*c-=EdD*jpxRP`X+m@pqc~A49ty{ynEOH7uM@X~R4L)H10@AO;y&vbsqX^q^VCoFUK}{I_9OoBSw$Ey50y!( zI|j2-C!Z#sV1p4c}ypn8_bq35oB6@iC`AQcpLy z!c^vK9nT81PGlZ`YedEVT3->aXSa~V%)N;qwGW7YD$}+UDPaDB_+;SO3|v0-_sU(9 z|G-_7nJeva8dUkVIe6iH?AXnC!9Oz_XP20UeUsL4fZO0s?iw?$mpmF-&pVDJ-*NNN zP)C?L?3>Dd{VquPgl3fK`g=2v>{1!Q5?vpWT%*w7Yxz&>;oIK(wnSgd!kEl*A9#9F?Sn~_)XyEk_RhJx%<7WN|Z#p!GF@{R6?Ltm;APO=RN4Jig@j_yuq{YJOkvt z;~`(1y@c>Y0!owKZHq2i$FW9_T|e~)aFY48de-S-Al>x|Yn73}g}DPcY{wg5d~ab* zspm`l*ZcE_SXmsBCh||a-2DNohZ;EVviK627rLd}^R00B;cY(!Aqp(Sm%`$9}?kQsrM$iO?j(gzEoFBr3PPeXaJ_rsj`DnROs<&~q` zBKhGEMn2{xG9GmE|J|*CGYd*vqa6{*DSnEUgCWpo`qA;`#y+-L85}6fFoi{{3o0pZ z1)x>TSMhZ=54da(s=hrr2gOC(IX>EzB5lu|`!1@dVa{Fi4Cg;9ps30F7dvrP!3{7p!3_&fY8Q zk~(xG^pvoxy~V7fdI|T1s-V?6=1{l&HEd58I3=y_k1OAlR!*xJBh`A+Dd^uW96HGs zsPzqjE-lck6utx6q{idUm+Iiim4J_L?FG=mPP*s7K0bUPr^u-0&yEu^^OwdC971A* z&7&W012AQ$QmCGL1me>*uw|Bj_Mq7vU+T=EOlpN#Y4Q1U~G<4%zF=;Qds+%By8}Qf zcj$P0wCU*W9-P{GiDjD67pR+0dBhx0z+5d}4y8;192gr_%aQQ{%7gyBi|%`%uOOoL z{mM<8KXJ?7Po)$mSjCKY9S^{n=KU;her&Ak*dLli`~e_kICh-QHG)|&yX2C@cqFGt z_GC2jht!DF2F^D5=FLQ= zU7gz}RqsKkz5@3{{03tx|JB{n@4mY)8qieqfjsmyQL zpy*W?5BX9I6bNdps1j13l*4#poOch>y!q|;naQn;?nQ(9mb(6IlHc< z@j@5DIw`$?0<-(NtoVq6un?R-e4Ql|TKJOlXG~vU^XT_or+U({iGTl2$xs^@=(FB@ zIJyKWdVYp(pYV>^L;`WG!E*2K210IDO-Ex%Apch*Q3}@-ta40=34uGwlP@9 z3FE`GN6;zjp2PQi4#o-J_r9z=iQ^+>gj_xo=)WUuC?LuV=E=^7JfrimMm{gd@USG7 zHV^tIQ`?dJG+uXTP7U+KGPAh5pCHBRdnR881CADITrA1{0Ew0slIE%RfxJo5;mc2B zOnXuNUf_=f3?APdDfzG)Mqhb0nz#F6&YWu^b;)+aPy4SDKHtH$j^hO@Q!<#V`%0ny z_8jyFvYJ<{o!sE5l_N)s{z579KuNZxDv!l@arggs6X{wbk7qC{@5aW+ML+W(KWGtFx)m8?4-3Lq z^-u4QhY|WFcG0@`Frsf})wuc;(x0rnN&4~;XAh|U{&8Oh8k6?yvMU$EI&H4w;r(ZD zh|P||TJRMYICgzB&8x;4E>DGAG7?#f1y5dlosKhd-(_+(JZxS*&Ff%AQ&(%H+ZTtubGtyo|t5q`~*{WEge~Xx#lQau@sl%RQ^cc^{Ti<-}8sE@EfL zCG@$x2TSjMl|SvZvcaJV5^X;XF?FGahxA|q>1(Wq)Sg?zN)B4&IhDX{pR;YZdKa{K zg7dDM)6gjN>$bYDB#;&x564&k#6qSfrDNSXhy&gIEcQ&;#%XO;`#l_KcjA~ioi_5G z;r+K$0vqQP-Sd%|Yzb8A-kX@Q8K^vY$Biw;kusn*&M)v7>-#DxI~X5ApL}z6L7qRB z9Q~=#%D%y&Am7zIZUiCB&DxCrMG+bP(Y@2xtYAeo?$DQ8iMaf%Y&P?NIhsDw4&0V` z5olK)yeq6J!p^nYn_dyGq0)Hn=3fVESbA|!W!_sJx*fl#Z+;pKa|8R@w55b_D22Y3 ze@z9+S+btZ*`Hw0GKC9&I2*m=viC7_}+c>h7c-siG-vDTL#1is z4i{Y`$ejI>f5aghi?Yx7k~kN98@ODmLblcRDzO2^S^y zpH}p<#)UVB!iA405tw$@2c%znjZLn^L*X@7V8!%<#@2H*T+==Oj2t0=iAnMbBCAKC zj9))}PHYw1N5^7{?HPeeK2*f0z7PII$fg=ry~gsFpOSC7PC>3M zp7jkRv~xO@MVLTMi`U=Yk?%00DN?~c=T2n4=Ut(9H3o(#H@r4q?7O!6Mx!V9$Mt1_&AQlLe7SM%VbY^;kNQ5?}$L;BHqgB?}UFkx@18b-@gBK7Ul>;)H}+$XsOMKqD!aRl#l9ZfN7m#2Jl2I?F10*2=@&qw zd?jDiG()-t$uTg<5(l@)txKG#BW~_uo>Y2XiFG_VX?B9vIM2K%K5!ubd(yrcY!Y_WZ#_F`v=I{@fZB|jv_I&?o+xD3CF#b__z8UfZlO^JB4{a>?MbX zY-jg|vUc8r{K_ZTp?I6kgt!G8<$5!J4n8F?ybsL!!7GKOJ7z4;XVNjyaN?v#N))XA z*7VpXzX}7yySj;d=Gb#Qw(eL3FRpGbe;s>ejL2jkwlh89JH&J+zO4Gs29{1Wa9gCR zLzIUzyW4$9=zUg_TykUt=p@DTsb?2)uw2!_dyZ{O@L(;Ok;t+VbYk+u1uRqkmcU$d6e+MXtK4=RdriF4 z(SHJa-3l%_WbT25@2&5aKB{50wY6{UY8dpbHow#?XocbGEYX)^XP~c_L?k%t2 zFV3$4uuy)EzWhcQXF@CU#Vb@{#>cWZMTZOxk7Hk7_mjt}91YFX$AD9}gqk<=h#=YC zLRhpa64q~VeM-5i2=jeC#b3Wm;F?N8+M&Id2~4U%T=Ic-Nb_6Bl6Wf$X+z2ymFs@+ zZGGA6*T$SvYdm#`C7YnpMU+Kai&7|;z5bgc?BHZ8SvWH ziyfM;24|lvm4Mak$oE%OLm~I{%?BqwNaJw6fog%#C+Ie`tW=V70{WGueyO|fVA97m z{Z!FEoaZr770nB|*(dVp02D;9Fw^UZ0vXw^0EZT<-f=i`@0Zgd1pQ6bgfTbHA-ADi0;L!G0&pBOnv44B3{hcOGc$s^Q zg;6>N7MMvvRKIngNw|1j7?y)6@y#E~Qb zRY0o0efq0r=O7O6(R{khwc)!mw77%2KVgr;lojJ4WtjcjRB_PaKFoeN(5k)u4x_k+ zL`(AvV99B)>N-;#wDv;YZ!ZHZvfL!=W55QBLwu`I2?IzkXKfO2ZvgU#)B&p5Hmo=~ z^jsjS2<8gAGkeCU*x@@Q7~C}ibM|3Foc_wNXptc4>qbHH&`mqzTg*6^qEoZ{Ap~;u z8Lt%V+k%wZnYRfsSD`+vC;f+!Gfpe1bgRzPVXf3?;2q&$0>eVl=AJDXK(bDw9KP3z z!+ARYdV`~&VN00P*}Q|WAl1=-W=M_5%(47l#Z(;o^9NaKI^`kgLAjRbS6yfmxXe!} zia`2d#+N~kJ8{WcI7ootiUoDcxuchoFzR2{1#dQEs9QO8wt(LnI)`<>$tTqyZBfhb z0QV)BpAcFVn#+Sh!Ome9=#SU=d_%tGLOgJ zP|Ds-#SPGV?t-nd1;9XW+*+4u1+$ybo87rv3B*w(nTR2Agt;9T@hts#-oOj=|6_WDOi(fSv!kW1I%WZE2VJW@T zfGc?i)VZ4vc_^vC%+&1n@YxdT|wuyj4-7LD)falQq%(_rL z;sh*eAKxrqoB{QM$;YyH?uCiI=v4dlT~JI+@0I>A53z=hdA4k8K%>$3j&@bT$i6Kr zuX9VF=ZD^A#)@8S*SO-YAcYY@nuV6)z zfzKsc5RpNF{e$@9JY231D0UR`#D>#$@rn{Zal$nI&&}Ck99DE3<8`lsy8I`epK4U0 z#N->rac>g*WPA|*xGWn+vK&pXT>b(TQ~UM$rK_z0w8NN#dB?|fj3qg~AO z;cHuAN&U7v+t_pL8xOJyv!6x+#%8wc)u*%idNS{Kh2w^U*>SEGe1prjK_*kFNFU?NV=G zGWB-82WuRXn1vJelyt!FbEWAo*?X}v{*n?`TpnibcWr0O^~Qzd>&ZiJv!PCJyeKhx z5^{Z&5AKjJz)}vq#Cp}EP|uw6>?wagG{(N+HlaviOH*&5Y{U&%7yZ1d<9iK;JoXd> z>#;#s?ZZ@~@?{u|BE(&nT86fF7JvO;>A}3Zjje7)4)#a73GkskBuLRCGTBHQ+`xIk zKm8>32j!a06sX`Iy-nSzN20K$mi?makDt&kI(Ec{Hx3rtEoV;I`a@>V7luDgRyfOB zUAd~05A>Ydi%S^-*so>9N43>`Oak`Dd-?elc^H+P>x+SJD0h! zu9B4ePi`>7)_yTR-Ur7u>|g$xID%;w9={J4wBs~`p4agm|8S+te)M8Z8BS>bxbgc( z1h(+J<6mTVhk|v2(JFeXNiL$2fKL&l%7lYzN)p-G>&!=FsWYy|D@~Ha7Wu zN+uOY`p8pR>Ygxup%kWdxp3X5`HBudC$6^Xyfo+Fg)#pBTn5gEz_Q5!{hY^QSu5Vb zyfqX(8H~q?4`#0nEu5kCHf4fv{U%cPgrr9X%i@6Mr#Ee~2e2S8XE<1M2+6lRLmm-} zVWM8y)X;VaTi>THF&txu`MHNSUnQ8KAT=^&b1n;va6CEmBcm3kY9}}67_-8PIoqZ= zyU#FbF%`qUdE>d%^QUq}BVm5Gv%r`_7|byDwQPUDf+LS}4{`0W!RokRor8Z)Vf^gq zjSFkG(A&qioTp=qgKg~$;#_Oc_p>B+=Z`Dcb6|6=vBDV`=H0~GC1MBl$21mB+6F-3 zPlgv~B(`B&uM*2#Z5J#%>^vM*Z;W-RGp-Q~%vjWZRsM}gGt96U`p*uZhSl}-5P7F_ z@NeYT+d9`w?AvLdEBJ}a)AZ8?7 z^;4V6Cu|k$4zw+J4>5&)$Igj&LAiIx*V|4uKn~NE5!c)Tb%)MwAw&*C$=T7h!}|(= zRH{3>^RCw?T^nYmOW9Ui1rK?w)Om4h~iIO4_7WvOGmbG}6<-rrIkVug@w)HP|oJq~i zcNW44U;S;j^rm5E-#F(=$1G5XZeKjoqJ{NY*RnhuRB$9q=-a?W0`{G~F;SqPiHlET zthny7L64+*kj?>rm=zlX+%p0*lV3`ytEtcv7glBUR&#^PoWJ<`u4C;O)pI(qAKHG0 zXg)QIhWSZuwppLAm<9Jp*&N!Kt8(hP`M(nEUwc@OhbDoN=;aWd5<+CWeErmao*vM} zasU2*4^*(8>A_C<*w5HqocYJU;}g(3B{bYEyebZpvVKYKdhDUP@fe(o}?#(YP{!|eW&*ijrk7x6q7CL3KU+^?o!-)u`( z($Nwu{9cp5{(2VEQjU}h)7P-EIYoHQsR*XM`-OsDJ;gkuueH3_bdmCQ{8`eAdW`y* zV=>)V166wJ=`3vyShsF}{^`AIF#K}Qt6$sHh)kUvG#jBR=y7{h^508iq&=QvX#BAY z<_Cn?MEDZ!1#{|0gf@$RfRxe6PL0_sNDG*e zU5Vp|{xM2c`tDaS@_MoN0_z(bcD6isM011xOGX9vZWe^8b(1Z6vM6(-f#= zF=^4I13*$__Eb$X-{7lVsUL&Oz?a{g0(^0}7VzC*tz?0~RL#P4=Rp^N@to|FilHt7 zlm7aizd=`!r2T7$ZK*9RSEO8~IOXHYoI#Q$k0q`c&V0Eh_y~H5hmUPL!4I@PS6=^? z6rdT}*omuU6ByoQa*4isg3DX|H>vY-LGRJOJY%j}*lDyX-M_+sy@|_Orkl@V>)sV1 z+Q%Fid~%C8xy=$5?_PMpxMc?VX0`U)KRbwH#v0yt7H`0^SK6w6@EJ_MSE{rF0Q##O zv^ZI&aNX+LRkgJD*yqIJWAP^zoA|g?-W0CGfRE)NOFkso4tgo zJTBP>f%e#Z{zhSh+Dm9TDdD+o%NJM>-*-LgkR?p~+0QfUU5^dfd~cspO|jec(XOme zTOd_9wJl6MM~cv|w&OcXVCGh(qRX#JtP3euIV#vpVE#91*}PRBa(}*>uPjjp665Y$ zeD)o%yueiX=+`d-Tjb?0`IjOIOa`wW{0MhNicHL@=cEXnxWZziZ@3Hb>BlopA|2TE zTl z5Eq(lnqwLZfp-7Do8BB7`SRb%@el_mSY~2^wi|b$^%In+e@wvKZ&rJj&+LJky2W*= zS5+|eOFdVS@&Z;Y)ehh;MHrnDkC8Q!hJiMW>-pNg(Hq>-VfP$>dP*_Adwd<|7C(qv z)`!F3wQIUB6!no7zkGE)+6}TazgwrewQX=u?T=qpQBc&$?fXa97bcJY{-SW>42(Pw ze)-??)v@>hZqxP;4STl}H=mDCrwoi$zL& z=dW)>-U^sim@Tvc40v{SoDG*MA7( z?O(O2=iGrRrWxt(v5b8;jL4b$79q|l&PlV`AL-t%`y$HS)&%t4)uPQ!4^qX3wh-Yqbd>8~KTz`(-dl#*0aZazbSPE}t9?BpzaMIaxiE8$^iqEqdFgie zOZjsmqpWwfhwvAue|+T5gPtUqoXRaepGJTh@{{t??}4~>_T+=7_jrJMZvBkw!vz@E z5PR~7qym!z-$*NB8#&cXhC|Btp~G^AL7aOZcD0Vw1xxJ$a*qRZv&mhgzK3_q?~QO| z-RiiAn>DuGS7&DHbHfpyzEeLfJFwI9Ly%yPG{lFWz5V>ZB*+R9|8Z-M0jOLr7Y*L; z#Ob`%?&nmVM3%ePP#flo@7!T#3!6j{&`FS<#Cmc9046DJ!tFli6a%nJT{d-6%=LoKT)S|x(et@lKgW^qZK82n;@uQ3p zr(od4v=;aF83J=++uye~YDkNDc23)BC-%{v^p$R5f$4Z=Q&gm2oA+KHm&^qiZT*}y zkSPnZJOWL2--%eFclN85@Ov2Er6rK~SOdm`4=)I*Y{T`x4~7mu-j3rY3}S<5gNuh9 z$v;^T3r+W4_}Li&v>lP`zm;5*Z6L~&UyxRds{o&@Gqe)12 z)s_rQmqNNxt>b)595z+t-Z}Ubp_zGGcXG544%s|u?IUgc&ib3hX49pxtn6U;-~AZq zdtqZxHJ$_Hndq|e(pyLxQtH=M48x&u--`{Awb=AsKIYE3!;q4BMC@9D!veva1eb(EkLO`F6%PVuR2U=dpf!zNdpq0qIovsp#NYDFcKWe=n zsqgAIaM7_4~?P8xNhnj8xAH zsjy^p*0Jwc1lE5DY41H@2xIxBhPS!%aPXy%AkzgOSSFI=Ieu@0dG|SdwNL`RGMu}v zoN@(H&(z;ro=n)`YBcJ8$sLw8E};y&6ecJ6@uc_n;lD2&Qh_ViapFOLakh#!3{;tj z{!V`hw5+OV#+@oaO*oZ)kpDhV{_)Ehi!4LExx!;Lw1RBHE|a)JBQWef&9;R*1@jn0 zTz*JLLgUK)DD(Y9oc{Rah8s5-djss&Pq7$cis8dE^+Tt|9TKmUS#1zF)wC+^gVG+W*Zh(&z`&0s|qu_a{Iqs zA|YjDaE14U1I(UR`j_$PC;U+}Si2G=i4>j+KMSFFTz@Gpmh2P@z5VCC_&iIXzOZ*2 z@8?z=2-#%dZ@dfV%nb&^Ok6ke+FnWGMGti0S+`jM3Xab%H|@76gW2%`wvQ(@vHOLh z<76@kJ1_e_iP-0k;R{9{+7?_yhJK551DAdvHdx)gdb$+mn05|!t4Tu>^EofBK6#ix zllA{Z2sp}fJST43KNyVs$j06%hTU6x%Y}tyarEHO_~G(57|{L8f18{zjELsOdg6xX z`FH4X=c?e0_@#r=0_r&5^ygT|k4xiKJLR=;h_s0mXuPVTAFf3WA?{j<$?tFf0V@xb$b1T56% zs?E}=I6eFJy6)OHSRSkvy;u@NWErr#=oO`elVLABV#*t^KL3uh^S$dE`>}i{{dhNa zCD*3h-0}=Ej0Ij1{%J$=r_kbupTlu-@8mYKub;5PQpCyBlnk@&@@m#K>(D;2c}wuL z3>1rUSVczZK-x=p)ywImpa7=1py ztPsHhcIv$7zSB@0@~P8}l?=;eij+fpw-Okxh20kV)QeOhBlCceTyUwp9&&^B4M(`& z9?5082Yrnx?Rzit!EE$Db!Cxcn4VOalR2voWDn9Yz4Q@$7n308&DsD|>W{(vzCy* zIR5=JpYK{Q>Gkpa1FI%12B|5wgPG7)d6@CtEg_t@y0RK8_Yr3-682EkpTNgXb!}U> z(T!dmihZ?OPherX?{?h(4fgTM8T{h(hskXhVw1111JSjQ-9N;dz_51z$+s6wFmNa8 zx{%j0EL`q*eAqn##?nhahtlM6fSoIJ2ag|2etdh~MwSiRgSMvxot1=vj;dX%3#VY- zEYZhPiVGSyJ=k^PusBc#4rpeTQE}q9J*!rA7u4<#ZoHrQ8G18N9tCSyWPiqkrZKmcW8wLr~gOM zdB@fKe{sBB+LI_PG&D%lJQ1ZxgpiR)sfcgVK+%?{NKv7sskG4U-1gpk*KP0Hy|=x7 z{r^7SXDnItIZDd+0Mgg+d_hr1SXHs%qvN7t?{Ro|tZxzK9z1+>%(4aM z_!}HTd;VeH4pCd9V~>G+g~4^c@;Oi+tS+3re-I~vl-)?(88F}an?a?L0P}_UoTpO^ zVdjzJV(<7oRH`jsZI_kCg?;*0)J)Yd*HBdD?0Fq*P!~&l@c0Rgu6leq;q?X^@kmLzx zq{bZJ4BM^)L)D4&{yPd_oX~3B^g$Ccons`!r8NjNK?7~JdrsoS9lbuKdU>p`ygMi+ zE(9BK?lzpipTnG?^El(UIA(7*cm2uv6DF>w^Hgeaz`(iWuQB0U{o<2z_3hgr0!^8q z$r)-hj_A+x9^_*OQkQFifJq$As5V_qXm*Dtin~JHcse$AHeB^_TY~uSd<>`DY@sMU zj^H8ikw9a@pI+;jjk8O75ln%}NUh7+!Q0CY?e=Vm463uRaEL9^&Y=J(9TeXM(?0}; zgCYu-8PvdwwE5mQsTJ2*GXH)}cfy4a{bCmxV_@;ksVhb`VmMTKQ}+#E2u$kZEd2lP=o&H*N zKP5uTW=8hk1QM%upLeMa|lOrQgx?2w>;XW$f%@Y4@_UV{9Yw*JFc6Rd&NBU#?1{z9uGM+ z=!6PEp)eI|!ve_hDpXKj$YUNJo@!48|^*}Mjm|3T-)3nfa;M{!ZSrqsjz z4NSe$N7nc(ASJHvzE}GWLRzm(&QkvZ*|zIJz{%sdB(f*pLdO`&S&Q2hG$LVP&$Ha^ zO060+v%jAAh7o`yP5PNW9|(N`doSm`bHEZW<85b5K55WQcZNu@8{m(95h*Rc8PKP{B`Is?0&5|b2DS&%WC;>_L1y$2pPHWKG{iEm^o`B^HJ$sT> z7W)6tUz+us17bYw_46hqATgIM45xF#h}R~uIr`GTM3++1ygVQgXp<6^n!ET}l3HfgFKX>25@N>skF21_2LFbek z{ctJ_XO_#-xI4JvwFsk>@J2Rl9<}_sx0MLC3|=kg1y3PWhpZ&^wi`OD6wdS8Fv6f~ z_n(E2i7-SJJ)ZHr7bzzg4DNJNu{lu6hr$^R4avUaPdNo)KK0G^Mf-S2a5p#duQ-B@ z|I)0ccB(<2bhopQu^4okidZ)O@q?+jvqzP6{$aE7p1OxgJV10wpwo%ogAHF2Tf=nX zanxV*gxdXWu$XI;o2}mnl=Aa}ajM!F+YC`18T8m3i+6)rw)$UqN$+ALz?gv4lzz25 z%!@8-%g=B14c*~5Z9NO5N?Se1Ox+9h(f#jh=}zPHAOD@gQDj)Tci#S^$|IcRP#JeW zqK4DaUQhX_D{wGZ#p-bC1I*-ie(It+10A-Ttxyq%MY)gcxL*9lzhe!|ts3I+$Gk&O zY-nqbxhB8AA~}NHPBuq~JD(9~Ng6lH4>16BGd}6xy+cU(;YpI2KLg8_FKzF<(12E@ zHWA6y9Oyp8&&=xGfbC2kI!^762=sIh9OU#LX)rLo_Y8gV3#vQMq}n-HK+cHUw;6gj z4O+KjtF$jgamkZ(SlTiW8fOo;S<{_@NymTXe%o_kqO!!}ow*(k4UOz~D~f zroH>KVXU2h{~;MOq{I<4HTIuH(tOpa&N3-v*CiIs!CS6Xk(n`!LxxH?MT$} zvbRzGiI__1v@ytrAtODNjWvIq`{(zh^5=e7UC?{#oKg!}Mc3^ecdo;PsmJBG3m-8p zyPj}_Z$D5N0$3Z*>0mMIHO4|uZ){LatK+Uw#F6@S@)F|}xU_!%9b^9qSQ4Q8^(D^1 zVEp;-b6F0*JlF`h`$^-I_h)3V=NE6! zGQzm_0qfiMNKm?ykg@;SJgf=G$9Qt3W5MZ;*XL_Hp?xFkKP93Kwl7CL#K+%pXfCUD zy~qJZbS@_4ilkyu`M0T8uSH?C`PqlW1U~2`oRI9&3q3`3!k8W^e%3zem{gQh4Nu4!zJEEZUGmP zX#KbwcN1s?Nw=n-_Cfd2GMdKz1SG4tFVd(KVDx7ABjweT8nm|VF~$^U987QdsVky^ z6Hb3LzZ9H+(X`%3iyPyxR22DmXXQH>SJ&YE7svpsb8k*(n!JGa&v%0o_qh=mp6;LG zx%&bJ9UkVzI0@lEm-lE_raO@ID0@U7tKi)AuIJ|4cjM;ITI2H~YA~;zrcrs!9-4`Y z!pT-!91vuZpfh9X57Y3DZns z;BlNV<8M#>Zg_`wSA=AoNfPSERQIyU!M8C!neKbG*MA14pi za9lX04ncN&o&R=K!Jz17mv>4jjy%f!Zk68+WbRv~mxefD?5C!AjI}Ea9O+ltE>aJ* zUv93vxvW5-ZE$?;oH>e1ZgwAOXiT8F=2h6gTBXI;K1_X8-_0xk3gB%HeP;IMwR zJI+7TYCm-1qXw&FEXUoaD>!o0wVXD}9|?|<4B1&xK=ziMix66aWe*Jw!{sQPpTE9k zm3wfSZD+X2rB)aW`eA>o>=kqk8T02JIR)hVEotq|X*fl3ZTxk4J5bFq-{=IQ2?VS4qVOndK&YF zxdj&Xp2p?tH!>o*KI6E?(W^l+jyURQa(ZUK04HC)&>lWi2utrT`PxK#Af8i7ZH(&2 z68Ev7Om#JET8bZ1jVp)cO9d=KhGkg#oA;vYhejN*G1R>n*$5-X?kVi0;Yem`*U^+e z1S|e;ofCjVgElWs<9YH9Bp08aGOGGYplMO{B^rofbbnaxyHBpzds{4X_s&7=+x)#p zP}>=E>7&gq>nTA6ciNP%xFVJk*feYt{9vF~=z4cY6ZQo(mhMqmMUsc8x3yIZ3`Y%% zG1vXpplRKI1s9lM&`Z$e6tF}1kA0F%Oy`_nR^p+o%GYe% z(Ci)xDsY7%6Vp(=_T8|lB3c@swTw&Ge-um@bHjw{O$VBS!;qeGeB~tAA!St&#fB)j zS@dH&VT=b_#MiB)`fRZ3l+3mp<(^n#wquIlHXi4ys0!kSJ1|CahX_}W0CsQVea3RT z2M3n|fByYC1zCkRBLvG6Vcy3_!!T$Qt68}GJ@_(^)c_jv5WC_`{H%rRA~AgT*o?97ZDn3f%}<;o+zKq@mItbmJAF{7F%-&PG4g!*5ju}$ zs!wVj2eRzwR;=Cu`pq@n-urgIcb@wKIF7cju#9d*|< zUg<;iojh~L8)tE>r{|l02KXMSV6+_K?AYN*9G3URI4e`_)f^Bm5g+zvnqR8t@270b$!@8@H~XZ+5*-#ui7~Lau7X%p>)nxX51e7x1dh z4%H3V;@57^HjdzF9C>M0sFwI2e5;{KZ`_W8GLGS~W(z@_w9##E)Omp;bTvVizx;6~ zGWdq$=0|9MLmu_z(}Vs{8nJ}9UofT5N*H*qit{8}u4g=NFgN(vR7Lt50?n>x1Lhb1 zgYjFFy^8h+u+}T)+ZnTE=zmeA`c;G`>17b6l*m~4kxtsx_bR7C+C@7NgAC73B zHQX-LhC^>oZoia21D`)^-(fo34(%0ZI`%yVOxa|=6!$y<#uh^uI$acyx_9g)u`mw` zCOa=N)4hb*gKZk6n^Mp}yM4QzFbfPg*7ijQS;1oQVzs_}8TN0?)~2V`;Ar=inmiT$bX z8SF?u)4RP^2a9TQt~2ew50y4XzW-q|ZjfVi-H%tm)W_0U)MLic$X<)>g&tV%@YMAR zDFla`lP{j5Q%1^ON^8j=7j!%bY6&-$#p24&A1X(3p?`4UX2+}q6vbcV))^sUN5;2^ z-K7~gg!H0)fBJEG-;5-~op6|WHK?5am>Fg*9UizZ`{KYZw@Yk8pSI>kOZSUQEK*v0 z*2HfA0Sfo{HcHfKOqDe3xvZ!P!-qq11-?2V@vXUk;CwW+oza?&h#P_u-|TL;_%s+8 z;j-J<>W}dvwW08jo-kY|9?ahM7&`+S+S|mLahh2_k2d2cQ14_Yj%|;H!Pk0AL4SV2 z%KG8-T)=t@9mU$H zRGgdCvXhV6>X*g`t?!DPmyocmKQe6w^FSQaW(42#F5~mu*RCQ%2$p+O#9ry z`eiG(25$#&dBj2gw|%x}sn$4Rp}eC?Yyv5XOP<&3&%mPZ6eF|Np)F1wsHTupuk;oiri8uk zS;ZtHZs6R`Vg+qYKd2v1;@R0X1;hOnH^o2c;apQZ-Q#(0Y#F>ifAw8AOg~a+;yKzw zp!=`lc{aBZlz(;F5tJ;18Bap&@7=ixGcFWnr|+L|%JayX__3R?{M}6>g((2~)pe>* zhgst4)k?iVJ0qMo4ykl-WJPMT_psIAJdRWo>i%3mjT3eEe!hw?f)+v6L+<_`aeaBu zn+uCx&?H#*tCo5X2m-r`Di3&J57UJK4f>-%Wn<6Rk7tAY`{_&J%Dxb8_2K;CTLc`= z?v5Qk=AuEn|3GV>YXa8jy?L%ERsvM7#)GAUnlPm`UqD2?CawLJ!qDutYl_5Q2Sc?_I9D!L;`lw+)>Qi|u=;Fwy|lgv7Ul4y*7_I0a?W|5 zIGbzOyB;la{!Ia7$oU%Uu5WphYLxCe8e;c$;TZYdwy@sbUXi^SjzbJ@hN?yKpp?Bh zYBWG*tDZ0S<*2G+jpA|paAGPf{HOGt=_VDY4$3tNX*uDP;DNpmH+BG}X~Ku!FbF4Y zz2XU%_d(k5H~Xfo`JWr*ZT*!khYK{7jOi1N}7tp-6LUEF)@F| zX(u#zeLtLWqj9UhmYN;26PN+K9`qF#n$XqZ}p$+P;_84L-4l(%%t#3 zxB1oKU`WtYx7Bb0ZGni^&-ZCqt1TMsbH@NlLSd~5Wt>PBa~V=DEyV$R9Q6C(0#eqW zWf(V!XfWwU-19HH0n4mh!#_`&VXf(LQ_AKvECd`)C$;54o7jO`s>(U|YdpR2nY@TY zQpd04C2JCBXm`E;@#YV%#fqxh33I{J<+eC|UrpHfAT(@06bco8t!7RzHp0rlXYc#H zVj48z*I5Lte&^ui259^tZ}m^$TXi#{Dy&8D{W-$Ojuqk} z zj87JJBqzbNr?6&x>078th(A`oIE3wvLd)>10ag#IP*;v!#+GNQ`@dVr;jDFROiQyW zjM4ox-R?30s~F?*txulq6#n>m7t zRSY)p$SrL+d*K}IHnC03??9M1$+?Sv0?5F(C-W^6bS1D~+vV7X9r?fX_nb9^F_o^? zpss8jd{b*b_IML#4%~TbZ0m>R;m5KSn`5!@m|U2SMlOupJ}#z_^cfePdndf)X@JeB z)Llfyvs-!kFrvC?1IcVI;gzowk=$kwxm0O~)!(_Zd0hWssi(S>n2zYyJ}|X>^*abC zJ8G}16h&fxL6>ls{8^ZZ{?nzBqXvT{ov*?B0yO9hZ!ibqLmUcuzqg#yh|PBc51dzO zfy(S?k1^g+Ait>Qay@2-{R5M~10ERT#MLiD((#$t?~-j7$hnCl0<@Fd4iT_%k~g%6 z>nY?g4|N#UreM8Kb?P6#b2ve$Qf6IY#{P2hxUg6(rb*>$mfTXqiRw=qZ#FA%^0s8n z*hMxNpeg5&xSxh3PyO4Br@1hx?hkYGLq=HUxyzH<9Irtmb(!i%V!_F1?bvg#LSVp4 zZ}q%;I%fZF%=o@D6$a#j{l@r}kaVN=pLpLL7+|h;FeXx=N9=e$T}?X92b?XA5^6w7 zestC@np7B0Ts$^+t88x6oN6Wl&TZj`?0^_ZI_G81)NtFyWhX(0yZihYWKZffUTZu zw;0~6!tjx2-Es4b@K4tJF!M?%WCqfjU$;ntrNf_n>m2)Fxh3qvq^HpqZ?f0Kjt3&q z)lp_8^8fb4!9sj#PyF;EV5xMBPfQh7 zYH3NBF-^mgr&QqeTS8d6xu^HuOf+~U@i%hcbOv&NWa~Ch3j)mr%NqrStytwKC?k{> zgMGJuG^KPd;=?tFFp z$W|Q&y{pw1{P*A%)bW%OQm;!7g_Ep-c>M45>CfBnuiT!4!hO58IPArP11|h9Hj-$y%hVK$ zGxNXr3U=TU@vkPO&kq{M^{aRUSYRgc+7j!rN&NA{c_}Kf0cX|k7!H?h`R%f-_WTJo z=si)jB6R;QG`F?8Tzzo{hR179X4WvmoTu)LoV5cKoZ;XZq%XnIT>D|F%RU$`d_S)f z5df2Vfpd91SKjkliaZNYfP_A-VD8Fa^DnSVPtVaFn z$||AvR_xJDz8TcMsAOm~rs!_AkBis6p3P5HX!ogp2;x z1$)XF;g?I_mHU!_^LHQhJ)ho>^+p0Vp+W61%U^9KR2~WiANDbSX>CC2XZ}QYpDjNf z_ZztLY|DpV|KsZ;eZz^UU@1LDcib#Ldh+M4osfL!z3!{ry)gYwbD=X&9jAi$H$^w! z!|AMja^}+F>ejV_i|{*Ml3+Z9Vzi7Pc&|xzAV7fRL=hvyj$F5Sb zMOnn5%u57G^9zT4U#G*WciMKbT?w!>Bk^I0tc)w;Pfu_;^}>YM7FJsv#`;5J3jBiW zSiiZsxnS`MM|{kfhaRWFde3i)P~cw(H~f6y?!JCZI4@zR{$mN|ScFLIwRdnxdbFOA zy$buEb^5*XyN+Wa4_#Y|PGP-4ugUm`1Qd6KR3D|a#5p}T_m-O#I5?bb6S%(|`m1gj zT)x4LRL?QW_7huNIOL-0sZ)!6mpEPGl8m9}U0!kTEE#8S&b&C3D_#d<%#WMQk3~V+;R108YQd$CN=lXt);J#OW}w2W4LQVpJ=q2RFt_$!-EZdt z*c8^k+N1jbdJhSoYU*df&ETg3@|iWbpf#~prgsM0O+aq{#X20)rMA11g|H$obD@P^ z5Epzt4wXIn3`TQw%a~|QHF0G=_toS+p*)Aa<5<}JM(#5bd|F*jN z$1I=-@XRuKY<-?F&b}j|T1ZU|^!ZtRA6JGo3=+@)$L`vki20BObKmh>V!&;f5w5tK z`;G`Rd!LURR#n4-hsktiW+x23`&E<;NibTZsJN_D43mlSgz&CT7&|PhAZ;Lyr*%c1 z4T%0npt;gt(!#I{`;Q7lD?fdObC;i6Ir{0N$KGrI{W11K3WLVCw-0(@;o)V+`Swz1 zJ6osz!oCPe>$Dr@&SO~WCH3OOu63Zuw;b(!69tttV|y$Fmhq=4;YMyA2a=s2=8g9d zRzJGs!r|Zt&DErJOohVcCPVMRza0*_{H*O>uIfXCq;^a6k7jBQ;@ovJdWAp_2qxp>3#h<{i<|z8={tXxuf0^;zIR&~^ zUKQt>?}WM2aW4`F)nJ|PHC+H$;p!Rr^k$JQA7n{}kG!@xn^gT|59c0Skehq-pvf8= zBkq(=A3^Ma3gy13=SX6CAkE`p2JM*xt%qkgLQ8BF)>7LpxEL=vMtOMujQ z9JWh+e{ZZ&gEr)F!}VJ~pm_UR53ffJI3_#uwO!c)+k?h^W`3N-CQdAH4UZ?0`JZ>&5AdUkyRZf{h<0sv*^WaB1cF2^fgK)0VuZr$MW7w{|1e0|uUW z9+Ht6hY6#W#kAedNQIS9|Cd>i9Tx0ieQ^%Eq6GMRFNNS3z0BvJk-bpP$-ax#^$LM4 z+IIf;HY*%1miB7%cZHFqYoP+hhmm6Po6|(!0;-qfqpn+*J*S+13>O4L_l|50ug}Ub_t8$pEqn|HAINiiuDpWQLniV)`yRvG!br31 zo|`ak%GJ3^|4)PI7N4wHVLO)emW!7f9oC?^nG-_Y!3&d&45d{!dZ1l0wys3r9L~|7 z|1Q143H9uJ^})H;@TcO?rz-(>AjZr>bB3sfvn7HiOvCc%#Ps4;&|)4^%UPXdth8`o zI^gwzfse3Z(>X#*w*X@uZ+3d87Q-UPwz|DD`!!f6&gkK#6%AV7{pX~QxndXRUCl!a zv#^=(T<^S+3fZ;^jJ35Zxc0_AKQnzdEXj}Ki{LyY*Vo)t6kUdicQG8>#t>$q&>^Vd zHmpX9UW^hlftkM=l=A**=sc6ud-B8&m|XC=G_w(l^&vSEUQ;sAKAij0;;>Ih2Ig!W_?~;HP%9ahH?Mb2l-_E&XEH=wp=Kwbj}u#1$lHc-L!J#zTGB z9W9Uk0+|0YYt7i+4~rU%M88r`q})x7x+c|yP20>5HC(krQkv-ow~iew>d6^@kq^f@ z)60JkTW2HX8)-QIjuDU#jln@tW|&IW+Cj_}hjI(H?)}HN<3b)m&@r9?*RHy^Mwmw7 z>{jZ84^QAsSMe(;$3rk)OQx7KUeTauO*K57&4yG4??ck1Ygqn}Y5U3icR-#MdjI0c z9Axg;ZpiE>iGzF738`BCNI5A!%CIH^jWg?Zoi*Q}l=$ArSDqcyw2r*HezyoV9y?06 zpLW9KD?1i7Bqo4l81>*O*B_Y6ch(G~hQjjS%NtyNDmZ?tAj6el22EC{#x)Px<4~e& z3enmL`Z=<*TEycaGup3Lyf_w#k86``2d==F)9(A@$5(OWx4yD^-2gp6!oN@GO}M{B zfowpz+DQ=E)ucgpEu+iUArY22=euk?@^RE~QTfEWHZ1KEam~usfcoI`>Kmd#*iP}v z?v$&<=I(>kZx{FAg!{+fCih!7ZN9hP_P-n)-kv1aR=tMZR{MU$PN(De(`jaPF+-rz zSX?OEH-nq(y2`4TIRB`!nq&bKfZTr!*HoV`P-ZA zSkrIkUY$4viF>Mdm^;5AFg6_Q=exNG8<9!x{N%5~5ZP^=fzuR8hn!jUo_&CtC;oYC ztlC)eb@5RHF%^@7z4*szI)VDkwooWzKNNjgb7|U_2IP5yz#nS{=-%#_|3}gg+n#+- zb9@5*BT{3eqrNa;@jh)f zbU$v6B$3@+<)Ov1`mEx{FD!jJrbzz!1sA@3%=oZ!1$RjBWbGl;whms@aFvy zyM37lV0f}e(dpPbpfU@nJ>(dIF$q(sueWa5wg_I#g9&*#A4nCmx7CVwQa zz8f7gC_|FmvgK-8Cz2w3bMA$2z=(5e-R<>H`1|IV)5k0#ZWJ=Wi%A5i)# zfa99)!}E#d7*;D>7s~61#pk6HkJ;VDjwehbC?{P&eC^|Oyz|a9H*9CLCzVzUD(#QA* zS&dL4AZ(qVrjLXPaYfRhPmuk7U0HhHG$zFDJ{|YK5+j|8l8H8}*r@WP^^sx=&g}B1 zyK^-Fy6IYH247ynmCxPl6^Imhdc~4m?)Yv(kmZ7d^%$(j74S>EA=&I$P*D zNfGc|)Pb?Fk7>thmSOta4^dN9B^c~aT-}?r1mn!r*l0Qdvx#Ro&z@<9%Ee0z7o|6F zJY7$mUfc}&gKkSx&+W#h;Na(2|ElvB!U;DV0dH z4^WNV>xN6Lz6#I6cHziPV`{lk503o3(Q_eq0N(}Yxo*<)!pPr#%(m}>m&+e>nIa2u zBVjBp`G+|SZ$7;p$G`=ZYr>;+PbDC$@8GLU6CM~W`M~4KQjFsYuO=&#)uB>K-&M^m z49Z32-+vFf4&+UGnKivQn6nPksqZH923+)sx4?&KZThjchQ?L$SR# zU;v$Rc8*Qkq>+5^+WAkMuc5=|+We}hA1>^-3ck+ANuV#OzE|;P8oI=9e(Y$7g%{fN zA*cBLacEfNqmFVsP8iRGrh3Ri_un)5efE|xOZdoW{qzE^v*;{;?>dG(wvXbe5z#QV zjsDR!b75SHq|ZGvl!Sva=AHi0dC(T0YBTcO9Xq#~+_$cO2w5sO`3xMHV35Z7o+4`= zPAo8%y%9@>Sxrp|7mEuxv~jIs_PICy{b+fUrDrctPCu9Pwu?b>+6&RA2~Ajgw(uNN zhA~u($VeTeO@aiC_jN)iu0eOXXrj}9A`oXia^yPecO<{*@S#Mez~H{^O^2dyLO*YE z1Y@re{QIO-_DOgbkj~3*T%l*cISYxgfSBE2qZV-ahRzz6*%PK2vjZ?ayz_j&Lo-b4 zA6tC$|Nqwz|4D378i%#^SR=Iy`*E~7@QZ#I2T}tM7Lz%@<3z2&Q!!OTm>6s;ak{zX z_37WQr`&i4T^%gBL30T6a+caVPo(2uUD?IShDzu!xn7s_+l9c;%ze|UYZ;nSUwSpJ zr)kj5NABg&@y3OtOe?jT3^*3grq>c)2mgi&chE#AV9&J_|6BG|K#|Ms%(<4Z#lK7C z&dx(vJ6`*bs=$aTS!=Z;rEvs0`4$5~@ll*i{!rjk{~3c9ghGD4e~V?ek|kcXa^WUH zdG^NVRwyh#+8_N)3%hE{+L?NOAfawjN>#^*hcg2uf)7FXCp+yqk#JM%WNq z|K0a#r58vC3~gg%o+BZI?$gS%%SiGbVJW{C3uCdAloNYbaHy*PyubGkY^`6N*Dx=^ zk%DgS;mmZH3m)|BDjtG3JTGZYy9?$bi*3xzb#bBON!)B=BT{1wzGjVd;<(nB_Oaio zK-&4T!{yc>j3qhf(W(e(&_|!_{kiUgi|Vc}_q2ClxHsjshSjcdU)ArsL_wRP!Z!2Vo`FBrbp7FB6xvy-D+wv2zE^Lu$+g4qv zcIQa7cE6F7(I6T5%NAx%C(!M^Ovb3ErN@^P2-r1x^=4JL9Z-Vi#}3ZwV|%@2@JzxB zpxUq!t`KE`Tv@B1bS?_}WbB@Oah< z=9{ow9LKZEu>!lyI1Q;PGLW+WyOEyNmOs^WRQ#+y2=$FSTcf>uVdQd0kQC=XAayYO zWMUtOL>{1JJw3vo^{Q} zvF9yoMxX94XjQ-V_w3meoEo_yWghO00|shpjsFlSRRVG0u^dp_J)1H|Foh>fm$u)! z@CnlFWM^~dnvtY)LFX0B;auDdQ$=hij;82R-jeRYa^&?aj|~?H-u1zihhYyaFOPcd zGHWN$n5^6mY3l$|yldppU1sPV*sUlTV~OK!);~12w_^)uo?f8Zd!RCWPgg%d#E}wC z0YiOFtTT|+zs={5-NaAlH}0*%+B?M)Kr?~GF1#sOL62dwV_&h6wG}3Gm&GP+<$Vjk z0zE@(Fo8yAuJ~T{W2_Cl|7*KpJSF1z@4LWRhdC6CSz$)bDQe%X3GCCeeX1Dj4TDMN zRNV%*&ii^}q8R-;F6$*OCYjn}s*30Hk|VrOl9!P*)3gb$))R{xC+cwScl*8#hXq_b z6yh{s@=k-Ee{A)hg%S=jOI;jn&<4_qwr!s9C1_Orrq*xv6Lz-43Bo*bf&<{-8{`GjV+#f6HIGS z_KrZ4B4@z-aSm#fnJ1pIx1qI_J)H{7i5dF?k&$81aHs$?QC47P+8m|Ahwu5|G zmOy*-0&NKMPW*Z8R4d&?3eKgyC|%m`2{ZLqX-=5G#Pt+OrHkkP!s_U}RFjn{ObL|t z53^g~674I=&1Xwc?<^vz&OU}sj`f89PL|++w&7^~w-B5;S0eEHTNiYt?C;${nT27U zYbQhbFF+?{x`oKMl?R)<_e#`#hu#A=kD0s#pw#p-fBfU`&^A1F9dnOisj9)Sp>H*k zT+-+&GV5{Zdxb7j%M|u<9op{T#|EWC&3`^iZ|%_mz4~7^o=7&BP85&f#km)=?4)le zaarD9M8fqh^jrF`i(lD**>MwfGx8jEW(uqxbrOLNXQ{e(+XP_P-)zD4ha#>xj1+}a zZs7?1-M*O09s+G;;J5ig~NBh%zp8Gf}@=`hlwm7v9aTe)_I#-Na|t! zQ0`(38#lv5rUc8d$TueD;QW>!KHs1crndIJ#!JmOpQlKDwk@WSnh1mU*6!R4EWjb% zudE#E+PIlLl=6pIijmd<^G00%FzqXe_1jB3_?!NW^Vx$lF!bSVX59tQU}WtbU^Vx{ z^;;jJH5P+#Q10P>CU5L;A!4M%bgT&mKUf`ac<~kI1W!hH|1HCww4%!=^WWg){eLod z%hzD)b#c#eYoGoGC6%Y+2^Lszq|WkS2ro}KnfAvotsP6~ei1v)27s?N90!pK|ukFm#G zpfll%!X&#lB(j$4#gIn;iHq27iHhEHxV_%fqdFmMg4_!OW27x(~cE>&6N*Tz8G&QM2z)+&sS zQfo-H@5iZqvPQ$-zhQlvk#J_C3Rbbb5SCOu4RfTf1G;KM(D2ZVRpz@c)~J4+X|NE0 zcIPuV znanKLpxaI`b~e+8zy2$WNxT&7nzORly(1Y%9=eGfipqhB6=9PuA34n0_UOYU`cxQR z{gs`;tbijrt`~6I7AO54ekglJ0yb|L4R$?r!3aZ>1l6ze5FqLJ!BMXdhDCOKXn3__ zi-&6THddXHR3<6>_eUFKm0vS5(>H__nTMgPtQJVgpgY*syoq@ybXP^}9bv^HiP@gQ{r76z>Uf(Htl7CBJbmy3od`tnZUmgAQK{jYBmndGof?N6clEK*` zi2+;rYH z=Wd7xYS7W!Ql{$JaQL=rlUTVT&I<;ZuRJ({!wQK#4OdGbIneN^)<`;mCO@CG_kc6D zJ6$S&xz2~nyw37UHB|WVZFZLDa~h7d*EHHae*(>7w&TvG$=G4D>}_o7gR?i@j2x=? zhqL3qIF{mG!-VF%Z=;S3j2rzu+`h%l#c|2E`Oy{TZlzb&d9UL_hG*&JMImU}6TgJK zQ$Q?hlMGP|#QDoT|7k3XL5u0B-5(sT!{FQwZ%=zwXmltx;Nxz>ZZmD!i&cBDU4Jas z%qkBn>{Hp8+k3J4x<$Q!#xA5b8R@U@Cd0h`u)6TH9_D*Z9Ui_q1M@9&E^-;Y*dV8u zaM^YRr=EY$c+rssSqB!FGH)EhP3?PoRKs*Ihx$c3{68D$I{W5u=HEh~h)#^3tc-xw z$BB0i$Zm(R^@a_Sg)xq6i#8v1QO3IW1J1OqUbvwDQ1?&$b?lWFld86iz-6X|&JJ!i z+_<$SFgCaYR&z_gi}(s+TL{OBMAAN7FEWk zUvS2I`vIjN!MJF+8s=km68l@Hw!gOFg_LaJk@Fw+Vr4DKpU*56rtA%j=$`+EsN};O zf&3?cBqz99vcQdhDq)1P7;TeqIK@%IL3$VzePHQN60t(!_F2pSbLZ{`U z-?6`rz@)5LnP1L9q$ny|+)v)(-vzTDoK<2tnmpAenXv~+pI!<~eX0j)kZov8Llrb8 zxzX=75d;j>+V$XC1eWExcLt?*L)n+hhLqVU*x<{e#&`dRb&Dg5HM`PbpwsE8wwMo) z4mFF;U-?C#xf*V2zwr>p?@GJx_R7GO;%_U*x%id$4OpE!`$#A@cA7nyZ3%FENNB6+GJ5+xI#F7 z%s&POudO-d7uyo(ets}Ya>~@8xjXjFiz5rkT<&YnAA}+0>e1LH|3#SCpVpseLyP?* z?eI!Y4IBD&QWwYga6V}{m}xZufAP@KN&dQ^L0@@pjy7Ho%YIwi7RpaU``y16pCos| zyu|K=jm#*lwu$^9XV?tCFDmb;|4;#Sk;?s(97LFYd-Ac($6#1jx%}?8-3St^Ke0cP z9Kf~D-wYjg=|a)uKBI#VxAO~6`X%gDt=_F4^s!n4onw%!)VT*>r)oYm{$=l z-)?^hR%8Ec%kq8;qilEkJeC)shbn8FC3tVkli$)-%vZt6g8~Oe#aFoTZ1Pr(?}lxrFbo_}z9+AC8cKzRJ`FWYAgP3mlzDh-Kk8) z{J}7@$@oUAoE3}X=>sCa^5T-$bga%80}yK1lBOPiz+Rp6G1&vhaLrwQr`1DuYgtOf9r3s$@;|ofS>=MRdMRnOV5{B{|X)72p-4s7hd9ZyKf@Z zB4(f4f9+f6?U$`=d;}+}@Gb{W3XtEJm$rysCD84=LnX&H-~!j}0!HH*SUQ{BywuW$ z4Hn|VZ7zSH=)by!<8Eq@QW%`Tv2z|*vLk{ZrxWMB{+LLb$3XQzbz`3pRp{+V@HP#* z2*iE6hnquYVLr042Ykb*=sDv1f9oZ0#(&n@2qkWF6ahEzER9U@;!Phy|FTENifQ2 zacF~e!|j!O-(G^uZ}C>nruUIdR@^aCcLrMbI$sz6V}j$|ytl-~Q*grL7;(3|1QLsm zKk|$`jYFQc$1l6q!}zGdHG9@OI3+T0*qkJbB|^*eM>!iIQ9AwJi3~<)J#25c95JiG z@aDYjrZ>uzZ%2RNq;Q8|_DmK`5Y@kN2&Y3_T=^%XL%s5naoju<~ zB;xA5o(zkUi&!-IQ;Q*gKh#*8``PRqhDIk}J62B_n0vpD?khep6IuRyhv;K$IJuWz z)I$f!eCnj`_xdPE1lyMB2UhY3uIn4l7ue;efw9=rr-=LSbtO~6Dl*;#>xewtN z1@r2swP4x9W^Dec0;a7@UW$J04kXbcnfw|@*s%4#al1YC|MxA$bD9TY6=8@i|EL=j zveUlbtsVojs--hofWK(O!OaqCWO>Oa`P{HgK^+rZeloZ zAGRKhvUnAB0fsxZ8|6nhaQfF@t{+={-f-r2i?{dI`3W!o=N?&&^<7L4tPfa0MT%zh z`CD7QK|2^;^XxD*3NiU7H2c5+>(2ALhR(qJi|0p5nG}Gy{^-Y;kuFes)M_09USa-a zj>OK^Xy|9D<9L=@k7K%=VZO->Kyr8>9=Yc`l*Udqcg>^%^@ZYQKp!n`?0WmE{A?}u z!Gz?6Sy}?)jVadVKoTrmJumIE$T#CILw`=;c{w=M@`$WHNM=A6Eh##cq>joO_xLHPL6B1#QrUETlO(n+1-6xcjh9t zmU$`vcU&I^TUG9Va~grVA!oY4aX5Z->Q|kBKenbTHlgpYn>g z5Oi$lceey4L)W!-mokQ8?9{LkmKY@=nS=4GeU8``ca}l_Z*!QGaoz3u{RT|XZ`S^I zcNz$<`^?T|1OCZ8HtI8!fjt@m?F{!*v4bVR{c(30)Lby94Ywylzw_7a0q+c8E-6Ol znq)n8rb-UF-9{|VpKq=-86?m=)E92pW{e{hJ3qucTf~<5IEIf^n>fCp+k4*XEmX2` z&wM9#z+73nSO2&bt`>cy*C`#q1)b?bX6mbu)!qC)ia!@f8wN+KQ>&n5)%f3%>_a5W z?voIpm4ZL_`&pYFG-30(vW#pcAxyYvH2!R!2HT_g8-|%bK}5gk70OIMPAjvwByq># zJpZ;Uw^SbhvETK8MOH8tp8NgXh};B3=9RQl;}OvHXL9(eq%Ji6KFxMDArL9O^ci>f zCLt^G;pkDF5^Nui*>ySC59^6Z7N(EWVPolO$@8Pzq2FKYu2al!D4qY1M1M9N+ji`j zGkLWik{K$T3rxR41V_pck8lJuAN=qn!t@P{D$a@Bk1&RLHJ0V=^G;Y27EKc-uY>co zw6S@MMKBjMKlXt}4@X{p2o);v#7zfdQ5Ks5Sa7OLoBsozBh~mmr*u$>+bO!R?W0$UrD7y{?VR^#er!gOG-~j&US*<|^XynbF(I#+ z`2+dHw*PkDTirTWRa04!0PK3#sqO2T1pTI$RJu+Dz#?60%50SkPPW)3)@=I?qdl&f zl%M?&u@O=mLGw27j*b-p77uJ>+%PD`F|Cf&I34bJ&)BxT{I{*K4)Z$jb1*N4CFNZ`_^ zL$?joXJN(l1wmVs9cDA1xg0I>!m(W+iMO83Kp4LO?E{*197>&*P6<`o+UHFN?SxO^ z%=Xah+hlGL=)(?}&kH-lVj(}_#j(3scZftE@@x>u68zD}^s}+UtFj^KbtiPMal8xp zcLKv!yHsUX7jU*wHgoNF5Ol07*goP8gvA#&?>E^Qpw;)rVo}I5m{3tE4^BIXV~4(a zjsC}tt)*4FzVLq4V2%Xi35b9J<9)w*YlC66@IdT{csfkx2Lvv~zQx(rn5v13dQjT+ z*t3oG0!&scz4%(_gqz=c)6QER#L?e&lv^{GaQeZnS?ha%1m);ZQXK zbD^bGno|T0ZF`xtS9K74@*6jT^__9-dicbFu^J8f-Vgk2d-o$XUQmNmUJ6MZeDkTN zw_%ZfaVSB-6mxeJ#uaE@fsK2)viCS{VbhUwU9Zn^z_5p*b^F&onB?PhxV-ZU&ZDKe z^>sTO(Cb@1$36x*{QsszCa1A9!a>@C$q(m0ZzGks>qEC9gPlPp0mcW9rn|o=g!*76 z*MQ@0xbDO`$kbr33&W8romKuPL4QbX=U8;FKMSxja~4qY%#Ro_TlI;#Y^d;KU$-DhEu z#^1AGdl{@Jl{GUfJjK@wjVae`m2ot`>sEJa2=@Bg_@#3MLX29MMu3#-NefwbZ<_yK`moVn3s2pTRH=ra9Lk&^QY8*I2c8j|G?otnDnU-wpB`mi7z?}Vo?PebpD=C zVoVaTkIOXWh|Ck%@cMMom1Y=*tvf#WzM^2A%&P`_7iJ{tafqAM5|I?H*gG#?h)ujE z-RIccVLGflX+8fu&TyhXtI}Z-fTbDlE@P$0n zowwZLT%kirH@~u_2}wId^wARdxA3hd`^q%7hu?d4?`e?+ zZ3;ukiQ8NGQx>K!`iUI|j$ORzpI!~6QismxU?Ngspi;^)l0bh}>f5;*OYC3dw!9p5 z3TLT{yWT(M#rj*Tm)bh!V3E7BZoX|V&b*T2N$0*qL7{xDDZ&1zUWvL{-=;1JfG-wIerf6Ai!e*@awb8LVIDA;*Ow>gtXzZOn#b{>=rKx9LRGNRr zp`<7GW$ml5>-Jvl;AIn7c;_xeba8|=rT6OkM_*!l`+;%|?u$4PuUKl*ybUI9GW)Gd z9)W_GHd?IMh4o{{I6IE=z|6O|Ul!HxV2kWc*E_*=*!4=|>qVHtmBG(SYqO?6W?z(i z7rzS@id6i(J56CaDB9a0ivtr@4#Z6ViBbg0~m6ozp?4h4h8L+r_ED*p|Kdw zy;)&F${0u8YGOFH2bJ!wVR?tiY?+$XMdc7kQS0q$dkiFUmfMPS3=+v{qqn0Hp}pHr z+E7dgDB07ywC`8oaLlvk%YU??IpooyQ&Go&;>eexmbip#Ph-z-SKjh6{?n?8bsk6& z^?P2q)C<*(9NV}o+F_n|+ndRPKiI(+p)+f@h9MTZ`E18kaZE*0O!?(J49zbr6GXn@ zKv?ZQqc{odTx_j6#{3ZbAMHGuzVj-Q$EP?}vT0%d;AJI^G*)Pc*OL0rxE2@wJue&2 zipAld4?VcgH6d}`ms=>{8&blaeTsadf~_A0g5;glajo7rSwtmnn=4wGg4R z>ieo)A67($_0N_C;IMP=X~Wlj&|sE&;##03B#ft@(V#zu#0aL=3splnadtpOL^ufg zuH5}A?n969H+XgOLQ0@}Z@@Or$uw9qUg%G6K8ORss|#7nWE^zwGA|Mf#?i4~71`OZ zG1E-FPUP}3)*T7n3Xg19&+*kazyAp5MSI0Kj{e4x{wJ*G28OZHUHGV>&u%1bn1$x- zrR`&SSSqKc^n4h5IxU&n6|9AN+ zQ~Ya~cKK70W+;ba2l#@x%2T25lX#oTu^1puK0XxQF@RJX?zwr95(PjWhc-C!l;a(Mej97s5YAWp}l!-E3dsj8krDbGDE=O4963QhiYrC9kftu z(rlR(!Hlc>f9vx4&_dj&Il&_02$aO@c78Iur9m(IX{_r`CJuk%DgKir1I2;jVHsVC zI57I-0JlUK7K*OOQa7C-@$KBGAmdGFTlly>8`_C&Z3a5;Z!Y3Li}{rQT1TN%>~g`U zoKTp)XUMp_y@NpORQRU$pFK>t(M%q&^uqBeZ(Xh5OGwJ^8Bn!k#|f^S3lqc>TlpjJ zARYV!NvF%Z#AkV-|HH+pw{QA!?BSap`w};x3Y}4{+kFiuFRxU4+t0$N2+#KaUescX z@%evAU4;Z1;WnAHmX|;}T5%wfP>3yN4pOg3`>}}a)KMFw!;syfrK2&Of`z2I9>sry zNG+(Q75>@?Q}eW72V3a{8p`S!DH{!fZ`Th?X=TuEX>0$>ua>p zn(8N{7l+~s_L_n%6f{nX%^Uls;^p{eKMs-loG zYos0g)gD&FC#~IC|HJ?Lj z0mUk7&+y9wkYJe3bawg~taC28=~KVK@ILEzp7;)0{rYY??Ae8sp9TKbuQg%i&B6Co z>~lcQzuyyNy@KTK4V6mY{kRtLdpAv5HVnjC5w0b7U~6Q7RBwg^tOy%3nK&jOS>(Wr z${mNXBlNI!n8Hr@cXs|slT#QF!*Up+qswt^=BUDg&QGiy|GMVBqY7r-eb=~>=73<$ z{Dkw}F4(-|zbz6afyCq|=+7bt8+QF7`%wqGM0ocqs@*|q*qZ>}lPvJ(W!c~2@=rLz zw=ck}XAYV*SN$rLrE%ay3%84}2y~Q{vaIHM;7|S_xjSTV*}B-R^Zvff(<`r|hIb;nxd(xy^nv}MU@|UJvpAlRYYB8uM|N)<6a~_q zZ9ZCiJ`!jie{#7P!H6AEMn)sKM4Wau@CjHt1mhFOr%ONX#L=JMPwcLk0`iQ@mFTVf z=!pK^c_NS-7I`I`h2+<;_46%X6J35Fv0pK`9!qc18dVA;3 zgXeG~ujcHf3$HNqo%RQD_ro~;ItLT(H(|?tP8k{B1ZZ8h3>zlI06}T4pvQDSbXmWS z)O2UTp^NWl1G}zcqvT;m`F}_j(~HOcVf_!%>0;Pl=vWoBvL8D?+&xL3#E8>h z0)y&UcH&G_%-6$r@4!5ddtGJqEEfGY^>gZP0!*sq7up<^g=M-i!3u45pm-_9u6UW@ zkV@S8#uH&|7OaI%(^t6S5HQ-B}zQ_o0Y=LYgxrNo(~73kDCG*-ICei$JAv{3!&>JM2QRxVY`j?JG z`KL75mjiH1u5!T)hm(uUovY9*By`*Zw6Vo^=vx3q z7HcX^2lv_TgPGdJ90oBOm?Wv#WVQQZDsfzL-Ytx5iE6k!kv9REiV7uSzgI1<17uAlWMQ;atkEC66O{IM=(j za`cBWQc2n;8((E^&CBV(Svogy!eqefJmo7+QGeHbc|8KN^jf3;9vp)OsY}w*%jvjK zY4o#hzcEe+R?nEIy@h5Iy$dZ8&u}oB<$yrMF!X#9OQzveMbi2n8tsdZVP@PkTygJH zsN(%~Lo;p+mS{4$k4V!(yTyN2ZVG-dCfGXiZ6po{f%n;+h)NvW1Hu7STYl2SbF+l) z8!TU1m_Isj8P~m&)CX=Z^1bG4jk z6{|;C%QpG@bsFH24|6 zek#5j@Ny@#ydR4D6m%VjW)>cIX6V3tPR@^9>ytp?&&%ijQGgxiB(A6lo58@jy8n7a zu0ktI_nZ7eHtgMLzbUQ#9%lcE?)e(vi0zc`4woq>p(HW?&MB_%m_hwWe^B)YbO#nC zauiI$5VzLJ)lnvx58rWb(l!B#uWTF=PgjJtmUDS2M$tHJ)#`4#TL2b3bAIku+R9x~ zPETeXQ39QN$F;}qU$EA(Ni4hc9!yDOEQEEpZ~3?0)3&^JTr>`3r2lvZ1`lh#<=}cPE5rnZ_+-g#dY%sR{kza%E z0i3VSpScuP52VD>1Yy0KFqE!o&o_4y7I_4_xzYu;_}iNFP3px~KJA#BYB>jGH(o?- zGfM-i!i}vLfjD=x=$4@E1sp6=(o$Zl(_lQQE1Poc2n_6H;q|$q4Zqnf0~l-p z+QL|)_+&Sr$(xr}`DG1~%C69Empusm46@NGqTgU7CXl?1Mik~Mit1kzm2sd_Tt$*q z1($2I)1KY*#scfhT0l95x&PK28BX`%#~!w-+10Pmm}>VW+-(>;4!zpuv~U1t|2=$v zy{Zri?61n%jy#3ACtTacQ);1ilKY?@p$3*T+s-H|WWk_bbYa=R1z7$n%q`DOhl>a9 zgOHRWQUz2%KF1vA9QKD;Sqj3+zH{vFtLU(c`>e5DbqtQ4+J0qZ-z5#k(L?QFe{UmM zfa}%~-BZ|lrf$*X3q39_NfioPC1UBFGhc`;hoMrOOXmW`702n7nc1Ezz>u#8liUam z)+(E6SmtHp@?P}~art{V#pHFb*LjPNCoK8CHv;6HyQy3I^*d7dMznVPZGy47*-q^l|7Sm+q3uZ;=S5$GD z#po-xt!{h7TlgO&?c;dAGyF3QD>;-(FEL_&l)=V@X=$98iwr&&cnBuH4XCC)e+1p# zuN0CSN3qh*oLTh#PUyXPJ%V3!8Hc(L6wP{;z#!u@Z`Nb$FzHll#;tz|DXwcR0{_;a z|Ma{_?ENn|@bk~_M|=!8D%P_tK5}dSWwvaW?HotyU$Wfnb!F`4ATKu4M?$}{n|8dj z4)mRt8a8j7#-XLti(|4|d+F7p3Gb{O&fiSC5oB=%2VPS?iRMaR`u8LBE_uyRFMjqe zoy-Vqu>F1Dew!Z$h2EbmTl@=ioyrl@&a6OjcMLxL{TbF9@Mt~FT*uaNjmmB9PcS|5 zdjretUTm>YY!aOphE@(?nSQY(>_}&pHHr3xxf?$`?r#(!S;e8tLqQHlyJ{;ei%-GS z@yyF4-9T*7cw!d%o`pc`=aA(*^%zG~tKyEu5TKv!;_XwlJCGvDOnc+SN0>fy_q$99 zEewe#SJV<>ko0=_rn*B_5?>M;Mh!YIy@DKIBi&y~)E?(y!dJFZMvFoO`%C!*1xP zd-ITMtM4f`Qsou2)AwDhScj7{AzOEIP*lH_}cn6T%=JgGJ7wB zD~GFmcFr8f-s~E#r&c#$WXO(F_x=?mCezIq?{&i7XP&H0TS(1uczo~JC7gOt z>neST3yCFDvn(d1Fls|_4IY=k*3Ongx0rgc{()CRerGzQfBx_t%&*`izs`G?_8ORI zjEuq1@3@|tAV-~LRTj?UBw%q)Wh-<>Kyf0QHfbKOjk^f30Ak4>NG_Qmn5mksRe zrGb3V@WJE$a2Uz-{Vt+>5$0A&M43x$Fp=_y>8Pd=Iy6^`-WvXb{V(6n3?{q5h%L(r zjo1}za92?DYTS;bz#`q_uBkZ2qWsb!G8vkl>NLGm3xT@rR+Pl2Gtl;cH&%Udx7P2_J z?kKXU`vb`0>5|{`d7-&NE9l%e2ADIW*`-+h6UaR6dguPz#MZ{rZ$e+rBPChc(t}PJ zzb*Ki{357hAumk<4~qzl+vO<=H5`JOih!%Zp0PNllYI8|_P1DS@P{_LOb`BjGzgEU zS3;kTQ{Rc>BpQF9on5R@b*y_!p*} zU-O8q?}Dk`$Gh*|4aZq@y7AP{1FI!$;<hVZ7Jlv6aLGEL*9F+y8q9 zJ$J83m9qSWf#W}~*k235DWBfk|K$i_(pF8=`U9Zj9OHGaDr?M8%qufLa1#pSjbpT$ zIe_$c{%T3q6Byu;YxFGcfMxQ;{li|TVd#?JF@3dITnx~NeaTS^EvFrR++In+;(N+} zZ)vgOR2Hp#_-P(oDDoQ8bq#<)i3IXZ0t12emvm=wQz?)ywpxZ3@L_8L{Y#6wS)jcA zS{lJI0Y5JYTTA+jA*tAE@}KB)%$FAAEcFY*;WuLJU3)Ttm>W&py!-?Erw+u8)++%u zj^IV9+u|%W{nRAOw>Ww@BCl=RQJf;l8;y&^;(+zN@AYfrFn3={I?M}eB_xX`=T|V08mmSl8U!n}Uw8O@=)o>&EIXNf37RjQ7>Pad z1t=$aSvP#=p;5-r(CX7RoCuQ|%K4HFq^IHQJ4V-`e_7?*7gH4+Wls^wR``ZRr``%G zaCG4iW&P|(%^mF8UNU&+i4T@@>m;>}J3+liub1YVzepS{4{zlfghsaC?WQs*IFa2o zYk5B%TSmfvF{id-nrJzHiX{hT#WTwe%Pqi=eX_@T3KvYXpBtB$+3LH_z8^Gl(Lj)4 zkucMk#D6SgqWaPiB*nN#()>`wj#Z~Sq38Kwp;>vy2Imu;{q^7I?H$ZWO+V)@m7Nct zw(Yj>(7A=Aog-f?m%iXEXa1AA?q@Jx;rVr4hXD07Y?6HR0XP;NnpoPA1pQYZpQx%0 zhk^2E30D|jVmnj*Q4&UL(AW$r+<&tPHE&}Nzsu)?ne}IWJ)$pgwz|kF^B#GN+hZQk z7R>-@I}P)Nw+hhz`mp!$HC|juT~66^^c))9R$6zkJRKXYHe>Q?RweTc;2XjiYm!ag914)7N%cR`*0r-@TOOOPXZ zO8fCd1P(0KFzQt6oN@B({EQQyJ~S%J z)#obM<3`NW8%3|22())!eAOI0h19+BEHhsxu|5BpeY8O(&MngFb&iBWH~Xw$^S!rF z%6$CmJY6OLH$ce0&ZUNN2Px0vvZ%sZ?D0OF_Z)g?uE~NEfr;N&FQ@pd`IdoadZ` zd6npN4)zqF{<7dDF%1H>;I6aqb0Vy4jLAuxm;?2uk!SP1>k#iHZE8hjf+4wp9Gdxy zNc9o67k|QoTk+?p-bjJb1n%PSLo_hd!!1DCBZ&eQK&2cUB})Ttz315$OfxoAV{aroZWvU_a+aWL-n=!%;G4F5P2Xn08x7D<2q{!)#HjXgIk2!)nNJdMbiaK zrUBP->xOWe>za7Mk$9+OZ>3HAn1TeoKCQ%!1{nDo?r`>+C5&&|dGMgX1I$~Y{qOOO zc_`yPA=@S`j+9Zs+rN`@v8Bv2t~qBE`mVF;?J(F2-RC|{A3oHKEpf4m7jXbaVgLLEG^5v9hmxIxXFe$4@kbUr#N*qplNbaqW{Pe6q@fX_hnYb&WdQO zfCK6T0lc0HKLTOf z_st4exwG*YAs=RMzi=5zHQDlMd52yP9;7I92=DVWh51mOb&H81=($=)?Z}`3@)*fRkF8YfnPQXxQ1h399Q<#WSKbfiiAJmrh zJy(BKhLlfkgL+XnaWY+ap}~=)!IYHxRz%|qv|V60_E9292BcfUpZXU z4*e5H-R$>_BZ)v7j(GVLXS0&8JtpplxlOj)Bk>DB*+sK+;Kw4&sjqkYoA(0A@MB%X zBUW50xpV2=P#sJx(WV(K$ZOC#6O}wHMWEZsThTj31{?^q{G(2m(9e0=>C;1PEEPCU zGiNr8)5&G`?drEY_i(|C!Qon<$V|TYMQ@G2Tt60MNWa1Qch~7vY?_d`x4^^l{5mWj zCfgO+&qBxX3oTDa)NuYis}Kj%0{T2xTd)4^kDD$~z1$*?Wfe;I_df83d696ReM>dC z#<8-Irf-H5Jxc|J-+i(7X3?F?c5_fHtyLQQwjTx;^j;m}S%W57KH)!w4A^~lw1W1N zD%KC)`gip0O&Cs|@pu2h4P=>}Su8eA1iJs){t|RlaO7!p!V~!}nD_BeUA;YvMDJ%! zosE6aTJ`0Qe(eJ&`)PcdErbfCw;p~A{Z7P|A>-Sw{xdio-!^kvJq?$?+RKg7oh*YXGWz$*^t$Ee}U!mu3`m*{ZlytCfRRzIM;E-||;n1O>j z@l5Pit&rpBJ{%zVnLrb=k?qe>ijyH3B{6hz|0TEj16Z zU!8tzTip=!H$3$<-IocoC5{=RQJFAz%shr`?rjkCTIMuvhM(DPkg_5}|=ZuWE8%zui9TnB-9 zO+HU3K7PG9&nO>;WS$axxZdLCu8+M_zrMrLz4uKv^iEs*)bOf8D| z`qxqV3HG?ute`e~{SP#J36t}$uE4Ixr)~{isex&!yPx>)9K%_I;j%z)DJaVRLvh|C zhNJRr=duJma8T%Qn+F4#?+-Y)#PDABBlTR0L>c??*`+x_~`BK1t!B!qyiXs)h zd%o463&ynLv=Ufsozp!eY>8#AM-Mq3l*UrK&`NKb-AKAE&BrtRbE_Zs!^*1{P(uGi zqb2npOh3p9MowvHv@t9E17p~gknzpkQ3m?0_kXZGDv5tq^OEi))j|J$Z2`uhD(Lav zwog%55GI+2o}|1dz{*;iL7bs7w9a3jtNxG$WwcisCu|2WA&{07%OQosGJf1F{hH8r zNB=zULK2W&9)EKidV_OSyQmFUFF^2@$|7eMW?0=F)5*Xvf(?26wrt%5n7di43Mt)C z95nxvE#m}Czdvaf_Q^|wX6TR9A(=0@Y7{f*=q`e@BLyFS{CRM(A zHr`Fff&a=ARrc>ru7=%wSK}Ut!zzUni$O6^ zEISyTbWj0FZr5&B-F^Z@_d0?0FR?&+K`*;1eh7vIuZ3NH>;mKrw%H@qmN4N_G0C)a z63ElH|1OltL4yYFyzM*yZ4obi=;e(8Wn4SpSYb2_HyKr**k+L;f0mu_ z+X%5eaq8nt|+i#!5J{H_w(Lb^EX!v0Ng%gYBoo0;rx9Kxpa zSIYjLN62+39?tZe>$wPnu0o-;oX=st_2u=IJGX&Ul`WHJYKBXbJw)AEbJ(N{{!i%g zEm%CMZfAES6bEkbH-53wgh|t)@{&DkIE&>e95gzZW3E*Cl`{_qey!=|uNOm`Tfkqz zh80Ykkw`WmxIkIv^YhM0hhRj-gHtr}BrNZiYS(%$1;d3|l<;jYU}-AogJ#_(&ImQ1 zD`=6zCi_3rys54@t2R&bW-b^-kT_Nz))mZYuv*R;X%U8T z?5&jaJ56RByG3c#54ZyxO*^g=Ep?&waSG{kIxkYY+gPuCsl$n5moKx`Jb_Q_84sef zTVTXs{dSG?F&Mcb)yAn6g<~h^2ex+|g#`%_H|`xrap>{BYromH0h##Bt*mGrNfDJn zpBXiAezgCINEj`Qj67%Iot#7eU$&LgUoD}Qz<$ouwFOt$&(HH4yoT|`Ne(}rbI?EZ z&vMfKJ&-rl-umr$gHr?&t^KGu^s}~v89uT_;*CTFfuiR)C{~ele2+JFtAfYbUyqUa z@PwG+@vBIw_7V$Z>xMSDjP0~+;keA5AT4r{3mY90XwH1N2)`^suI1;7!Jo$l4u$!_ z@W(&wNYU~F42X+iF4?|JbAhT21>KKF9tv;~u(>9L<%eEU(2^}-x9xC#3| znQy}0SKW=vt}3`Glzigoj3CbGOEKu&T*FkYQ?J{0?SW~@GsO#@^tdFPA8B0n3zyP~ z0r%X}pkF(Kvo3T6+GZ}DX6lfP1krahkrghIQD}DHVGas)sqs0uGdZ6ANuC8wIGl? ztda(nl|;CUJa+@p&#l!!DF8|Xq=L!MHn7?9g;<4b1?14R43NCZu$0$Tb87Ehph&NV zo1HAis&vTPD|Znml{M?s9Emu6Me0}4fIsH_ck0WD%X?uiDK_$6_yHvTr&)DFg;#@~ zNhl+`Mi~Z_?o6NcbHFZRgpfoSnR#L?XUgAY#79R%B<5HOxHLqLEExZ zgJx%~OX%b|7}!yFCx=ZJ7hA@K+!k|z6n;RdwA~g*Yo@u*AD@Sa1b@5CNFktPb|!cvvM6el-5Qufqp zc8SWuiWi?IqIos$sE>>q&Krb8jGLLUNgE-dPy>C4hnsip{SU^j z-%c?&u8LF+-A9L}N1?vv0Euyv2r)JUq0@4_n5A}7d~Eaw_KTi*p5y)*S5j*Bmt?45 z=!mk8O^*a_etapX>@x&|HV4FVpGqKAvv%Q4S}86j+qd@qnSilTnV4N8K`^qDKl4YV zCv>c6o=Q1W0}Zuz2PSs8VO6%t?V`uWp_q=%;ZFVss4{X{S=AKA^~Ve~i`H3K=hD5A z=kovx#6=ZwR7L&&y1E*)_soHzwLTY)?^73*(5cuy6wmI1zOAh@Jm8l zd8WzZII@7G0D4c(dOjGD>0V(GIgYJLXP?|Zavb&To=E--Wd!Pcw@zC5Wt_3N)J>x~ ziv8lV39>|X9HH6Yt6yI3S$|9mvqeFn>)+gV45xo z$Kl$?lUR8E{KAp8EpAU~di1q*7)DLgWKO&0O4IZx3_Hc$V=dm4Cf9B-R&^Ucji~0RRxSRY%`LQ`2gL^RzIsX zWMHy5#P&ih83z8bJ;8lGxNOFzRkbq}XKsH#GLWv?37NaT8l_+Ifj*rJcT;3fLDMb6 z(3&HUV2_N73U1x^Y3wiS87kQ9sH16fXv7|wBF^kKCwjQ(}^W@>)wgTgdH%alP0Z45qYjmzx!j`pK-{&spVOe?IHu5UWL3<%;1)wnvnvk`_^->+O?j3qG53|N>oRbabIPOt6qRu~TJsNMI+8oR8H zHTLg`L2BnCCK4Yr4sX`FP0{>?BS*xfBC@5C-khLlF?|zD%9_H3Bb*7$1z~N!3_cJT z94^+KO56mkf}}f(yWZn;RouQeuWNwzx=MWSSq*4fRpww2p2QZhMX?nlUZ^f)_I^imAvN$FC9ld zojbBWSO8YeB|PR9{s?tSC#84v)Z*%@a{kHheDIXFPxwi27%cscJ@M|w9q4}Sw;G#$ zAJztgj}h!QV-x9#&!_f}Fc7$tEzi>qQg8X{SBh7_lBXW|mti?hykk23E$c4k2Hw!< z>meX{pUL;_StHQPO8h9F{tii5pA`>os>MEQ{ecW-VVFAdC`3>=3#a4rq7|gfvFM~| z`f&SWAUoI(EFQ`tGN;mwv^{#E^(wvWj_*yN8u{N5VqZoQ{Y3G~rWkCDJ$uS$?hlf4 z8%|ypip7S!udAyS-*AAp=*!P5U!ni=>dy2tF)%;MmJzrhg;iOp7arCH1MS^%=x)2c zFn)gXOi-T@&P5iz5dJ%kW3QgF3GME~{M!|DrQl|u)Lj0qOjd)LY5B%ii;K{F@$mw? z#%81^W+&TdCL;ZQx6V%|b_{sWe6ZK{Gxi0QKjyE?f;q|UKlFw#17&pOZRhM8sPU=J zjLxb;ddqG38qrCJe%jWXb>0bww+@6j^Bu*t;paVtvLo2R{e4}QRT!{m$os1r6ZE{v zmVfyE5teQLckgGqGgiI*vj6j=5g3DI{`!B;FvBm9dGO6wBCGnuP(a=@obtlna;2YG z_KB&>E=q&Qz|N=qsaYB4?%VQ>o_@ICLTD_J9BQVBk~I(Kh3cutNNK z{9RTC4Al9AU#RDSu&AXXH0IbJH-+h zLIP@}Jqw|+aW_Ppq~j3heV4(ef6&U#{B5o#8K(6^>;+D0KtW(kg0G?zjs&_r7Jd2x zX3e&}%5DgOw2qS>_Fi>^?yd!c7LidP^Jez*#NEK*bMnKEk^MOK`&{c4mt$CMS<<<$ zmJ7NrhsB*{QpW+pPWz6lr=dJ1DB7ss8M+>i{+``s1=JN=ZI{C{Ft;gPJAqXO2G_jl z?@SJ0ja{iu<~J7XOB^h{ynO;`cLEF)Sv#S;y_1;XX9Yuj)e@J3^a+e^;&EYC`>|(y ztdmXSFcO=;T_q?iLtp98uhJ-494|~C%{kHu3*@ydzIj7|B(0w5!Cz4Z# z$G;O8Bqr6aj<4gghPEVaEDGnWHa$6?QvkF+iO@$+uS0$OxjT9J0$A^|KjavXJ60@P z7oVQeLyCfP{zD%_=-;MybRX+A==CD^EQ`m&@CAWQPm2X{q33nK@0X4v^EQm#re8E^|R+LFx!Lbj>8)9dL!R#di^( z*CKKBvv}7xyB;iT$h+IFwg<*f9X_w~NC|qQu6CN}n?UW|>=n7L5SV7*@FeniZS3cR zgzVBh0yA?<6#d{XaBWXmFO;Z(%JU&#E!SV+G}%-1eTO=cVKdvNvA>)!I7Clmey;_S zOlc@{Zzs{CL8~U(5WLf*CQx44B<|b8Dw!t*7`a1)n98RSVW{ZT5L4*9ZLnJXl zoE&E1l3eM*2KcqFSa=fNPTHw9hnQmVHWz=x*S<*Q7v{RYJ_r+KNj)Fr1F*3+tomt? zF3c5mN53`Hfnk**Td6z>&YSihGRxnAb=tpsZ4Mg3ETNUB>+nq&dBaMv-{7^>F%s?V z*b)?sw4LcZGYxa|jNa$!rLl?QaI9c|C)BvzXv>sTN3wZNf+sx~CjG~>UekBMxNBX# z8Fc^#ZS+2=th|EKn1hu`X&TVE?WOApuE$Vv*i|IRlmU7VtgSlT_y>c}89q5i9)kM! ziFV~DtfBuCYu)4TTaX-WHYj$~0S9&rykTI|hOz%zwyoIuVrx^Q`$TpsQn~NBC*67j zm4}!QxppqVU}e3)=67YV`k^S_p@I`B8KsAxdHura>f2$rhvOhXbJ28b=Qn69%H=Nk z&4fKY$F26CQb8Ky(Swif^}^Vjfn$SB#@I@lg75F#aKN20#VMB=mzc6xw>*A;Yi>KP z=kE+7F!1|*WJ&8ndUx#9(B+FnmJH=nBk`Lc)8O{5SE1TCU@KIo|D=e(?6l1Asag(; zi-jI3-t$7rcVAMXq%gL$7uu#*FGIJuT zzhZ%1JZ_W0yN&^s{#$uPFBXUX$eQ#&D8n$HAdbsISD{n8@K=RN7&hLR$X=U1jh+0v zqTRl!VHn*#YV2bN^cOO9x>;Yw&H{!X2^wxto%_#(@lgg8sRvFDNG;=FPV9TlQ#mlq z_{KusQv}9OA1It%`3_XIGXc<(BTi zkw4@sc29R>kNIDzhjz@k_D{-9Q1l zG#&tQN^K2KQUsB!XX#kAVhT>ye)&8>A^}M>BzGvG3(;Ed_hRf#Xg>3b>7EiDO0K0I zMtQ-o-ym|cIa00Hv(@QbukKxP- z?uB=k9s|*)`Rv}}z2GxzaAm7rGpzq3_1vJnz%_4+ZEUCM(4;(k)3(zAX9}2-ya(EF z<+WM-HG^IZpm=s5`dX1F0kXNvr7*oK}zCZ7l78aW2#8 zD&w26kLsM<`^Q@n zDbG&lca2hEgvBf}MQsEV#tVZzv)yst{NiB3%1LN^;Z`YfzYtcPXS}5~gt5-(z9=tg_iwR){dsxNRPNH6?`TEhTm*1_mL=t8k%u!=Z`|@xymkZ z%2OC8MfEIzwhvcJBTAR9YC@s53fpgmB`g%%YSm;Q3=}#I79JeI-ppp{jKpqiIkRqJ zIHHP6xA)u_>kWayuU|O5FYDrx-hS7$yN8g%wl7sh#{`Du?sxTQ8NuM2ow_9#oS@z; zPD$b*J52A$GRP1rKx#zK!uPNi7#wEdxMcelX5L3WlRR`4$4-}JEXpk*=`v;3b0!yR zgzwic>%GC=AhY-%Y7mjFanJN-B?r%;z=Lo|JEf6X{-;bI&GU;x<=h$T&)^s#KWMv7R$83~$sH8x5f|hw@ z@k?Cp@X?Ko4#g3BRZZb|4V?dRU@0;v8>U!FKh&qNA!+p5&73ACoKU9zOye@e5pK_K zr=pG^z2w&3zZ$22e%XDY!ej^|<9;1WXwJd@is|8n%}dzlFgJI^fQCbMI%^;Jlc1WI zxvtyD3!@oz4m!6_0yWdh+d!-k0MP?8|ZU^@T zB)8=ThunH}bYZCtOTM}4IqxC>)mL}c>g--3Ywf8Jjg<|~|G2w!m#8=_eR(^jeQ5=$ z`A0IjOL(v_=E0QT=c_Pd#Ck82?H<%;s(t=59Ex>@XC|7hf^lv&VoH}O5_RTuw{L*A1V6R&To8h|v)kU~$g$=u0Ou#Rz5cN*3Tu+(POLgGMA3968Hn z@fT;l$$pt$mxj45w{-rn$w8)seyK&}2A7M~d@X90CvuL@lo_^r;_$z5A}n7w>^ z+YZ7XXcSzSxl^yO!6ExLUHK`$!)rR6hkfU39{# zAH?uGqbKn>$9u&e=PP0H`Zk7mS#Rvs8=GF5jzk)H{7vL#b!@7<%H3pe0m#pd@=SN{ z!N#>)yjvNKHay5uq#2(9IaMf@$S4Q}w^L85rT1f{VVB^^sGE4L9x;KFC@ow-n+@SKPXImHui$IT!$l30{4PlCEH+vOi_T1J{$ zfq4ImVW_M;>rpzG0xj?G+1?*3&|>q>W{*B6EQd@pvy?kSn3>?8lW$)E<=ws5XX1B| zI&>&UGvyTwQm6zGwIKrQkDZlez1Oi%XK4pLuX%$j-f~XwUc$-8&pmG&pT)((itq$s zU7S4deX|0aAC7Ws#sq)L#^F14GNQG*K&rMfi*;+h~e%W~$`lv9A#f_)WM%3q-M z4Eq<>;~CJOnR2P|u>w}lhZG$ooxutvsm6?_3P^Vk`eGY<7OMmVPCmT&1Qz__bUC?R zzyi``~LATEX{LuAMNIZa;=xfYOXghsTRJHM)RP2W@L6N%?0NEzRW*w zABKrS<~tRhcoP`D9bgwdI0ro{tS)mqUlLe_@p5iZ0QhNfv&Ws8M!KuHY_PBl3^+N{ znr|m##aHz`huKf#{E~^$LGLpJhNy|Njjx8W{#v$i61@k*_r3^vq?v@%S-s;dk8QAx z)nDM7%`z?&dv7_jNd)F5vJKsKC=fTPSQ|v#ZGfi8WqO|UTP*qnCaDa!V!e(`czy73Y~}xWuh4lB=hV%k!gM8I?7F&p+E)pj_HB^6 zHtkDfC9J0@>}SFH2IG)ou^TXNY4+h`jt`OX+ExD!)l)!IA==|^~o4dep!bTQp@}cXNmXwZqtz`pFztAZk1|y$$=ns|kM=ZiI$oGeL)?d!fF{bmH>C zjhvrnW?5R|hw|Ur3i&Nv(7#Jq>+PNGSZ8C*bG1+&$j5GNZS)I(hVXNNdODWSZ$JNE z#t|l*zAhDS_fQ(C$G`lYNom8+F5Ev&cp_m%*7aKkdkPGirH&3SZ^LfyC(nJ(*W*xB zY&1*jCLr033ciZCj0N4K>dKKG=ve#i9ceTI)Z@<288yieWLO)|d#nYAA6&c3$#on% zYU^j;pWY2)*)K>(cIV;rVQo8;-#XCRZKAs(`w%HjufrQBuS2@ei!a3YK0p#W;H9v6 zH;&FJ6gV1_kzB3%<3f`RR<^+PGkZS*F+zQrvS15S^qe1CQ{MsAPU(Wdy<5;CP1t

e;WQlDVH=$JU8 zdLgvFNC@s~xCs$oqn<}d+{CYpn~z3(Vu3-Gy`0Zp@emo9EH2GNPT@>zy(z07k-+*u z{RV}?2gyFt@o~)_P|vlxmdI_49fMLO4E@(&QF1Qw8Q*oh_UuxduW}`H->s3*H8_DZ zgP4zJDHn0*kb=m>wJ$K@TOW9TEf3nFQ|7)OEkoKLVfidaJ)nhk1*(2o!SRxv|8A)a zZg}sr{S8~r!jOWlXGmrPgz`Ex+W$UJWU&5u!K%>*Yi#xM0*3~nX7iyvPBB_I;34+N z_7evTES^!Ey3z~1B=3tElJiLZ9CKXyXFrY-Ycda6)xy~H<3AttuOnsqD>J3VP1xdR z9xy)20i?lLkBdSi3>bYFiL&p^+WuEC=~vBL<8>Q4@3a4{ zoxX+XCG!?-;dMlY|4xM-8>ULz|XNpu-K|{S#?qqe&?7Ne$p(0{3Awco!9MP=A8iTsh>Iy z7f+|pIxG zV{t~!OBc}@7;>}i+_sAY$k#XyaM%)I;(n(0BeE^dxn~NTKOu>WI%5ZCQCev4diln;b>BPC@b^ZE|LGW<kP&4}BG6-V!#7@SwG!0A&Kikw4+8|&Ly)6u?@ z$Z|F+c$QR%O|ECH%Pkaeuw|UHPLdy6OLG(rB1N%{@>|jW&j0^! zRejbl@#m5%{rGF_uHAbpN}U%!bMkg1@%!N1!mq|BB`ZL0uYX^)aW29_YPgyU{=!nh zhX+|lDoQ?|?ueixl_ zx!LCgJLf2LSj=tZR^Wlf?y#Go)#K1}NI@S{IB~>8b>|#S7JFPn`W5$|#n#YqJMLKo zr`K5z+-|bs`q?q%ciufnNA0t64h)cFrgT|>mOy04uT_}aN`YyOrIUnCbDXSCsIK9@ z3B|7Gm$a_S!BT_Mr#$g9FbZF{h~41BI@uzcYT8zuXBl@{^V;C2c)`53=S$GX)&Iiu z_g17eRp%ubZNij&J5P-EJ%BckRT-yyQ%H*$N$YufaHHN^?v@pbKn>`aQaG!LNiYzj4+R2NL&AeSWhYre}`)oz;+p`WWd4SHJk- zY#481(tcB{_xUR`R(KyOZ@9^o#m>O|(iLG36)%{$WbORWuMK|FSQ0&WtZ>z4;!4v( zB}|+<-(qa*j#0FkoG-WHk@!9TX2j7XTq5kcIqPqLU5oH&FqMEU2keF}DJH<2bNrxV z)Mg;vse~Qu?BIJL>0D}mE3_GwDl=BRgl6p+9#ERY!6lBEr|r+NVc-1SzQKAJaUHj_ zRv859u_=bnb)%5mo1fQCJBDNFr`Q{EgRqNt$Nn-A3mnROQP#9K1QIR8o-)-h{m|S_l=fG_Ss~z%*+`Zm7 zmn536@NqlTRIIzVow$p$djt1h*c6A|S8sYXJAHyY1Uq3&5n*jz5 zosJ9g7U1mUOTWDjj{*IV{t>^kpRo5To14MuZ#XowFP8aDAP!qv`D{NdjC}@y{~i1I z3JT8brsxc2At{Tm<}pt^_J)0YD{j#M)sk;aq~11Rw(-e`t(%pg*G56CXf_=iS9=}v zvaVpqaH0qMTO$lR{N;*GpePIzPIPPACqdn#J+>he|6yNZgOTd1YfxAHC3s2bD*Sp7 z9(|9xh7+qkaYAJbSku7xBBbpZR;70HZuhT6ax>$;J!@Prm0LmKn@~d9$!$e7K_N&w zS>{bXx`?e>x07_zjiEH_{8BPGXM>|J3tsni#z8;PbteB0Fmh|o_6vPCQktKLxm~J( zSs{|dmK#}6>uOEVulWE2`Fd={+7u)|B-QFjZ-E8&&x!$sbe!Z4Vz>EQ4L>d^oUVW9 z2V<&-&a3eqfSK$q8Jepfp-`@2*YjOluwzwxY{r-g2aXJc7Dn2_gpP*{-$Oy{q&?{W z`l5=+Fg>7R#=8TCl6ID7>#aln-T7B>9^ODomI*3L^nvb|zJBv9Ie?tScHc?HnE312 zc#gq)@ITv7L5$6S*+$Pft7RavGHD5!Y}yQs|J~bi$X^l04)mW`rfzUsJEH|2G6&k; zYvQadb2wzOa*b^zo4}r~rZ&>C6KDUs9`NNx3C{TpTz}N_p2+lABr&~vCw7@}_Csu$I(h{%qDg^uMGj}8! zh$5LvF_-C9#OCM^_0!o}uyiL>hf>D`q+OW@PZ*9sy!pXzLC30aFn`Z*|Q`ewA@9cKTJ|Sp*+a6gYz6QgjP#40}6fEypnNv0M_4lZ*7UJ!{GRrBcF0CP9&{Y+FvpSS3MYd5 zsn9HR%1T*w8N2njJRJX}vEj*^Kl%}l!Q2VOL&h1BFd{x;bBR0xz1My(xx|hY%SZ8yFEElp7WCjVv}jr;VMXc|ah*ri%E z;e3b4aBD0ZDIEkxhw>|(@iZ8q-PPF~eTK+zWSmYDXsXE*q9nZZZ!8BmVAo35Qy!1V`kTBlf+ zxcLW{N`<@^F7JLO2ft)-V$T(IFMWL&8QAx!9yj*YHuCw0gPus=`>ojJKXptM9M~gL zw+#x6%9fQUtFhVVYi59pI`mIn?t9>W7lNv$N~Q0H5g9eYdDe0*fp~oQmWSd5wm$k( z^oEgwiy#y&cdo_nM9oGxi%4#9gZt& zcFd{PF-V;bYf|}EiYqB+G?x#A!}t@%3eo%mq?^|+^?oK`hLl*{sSpVmXj#9$SLzDR zy$_#nRx`uVl=DsJVvVs)CQ(IBWP^M6c)l}qAH#~)tQ&^5s@U+Iqi9~K5a~`4XJ`*T z;`mM3dxfRUK&})eH+CL{S;i;7ju}@&@2sR$d9E`C68;!{(LM)V13C=G-z%ZB_UrY` zr6z1MXeVAU-2|mu0>x#&WYS;o)quUG={RQls zJk=JLQVT^|A?NES&cIUpD8H9&Fw9<0ux62@Ax*oKsQbirgWoU7RvaCH?u5=qC$47@ z7($iUz8Ht&bed8pUql5GFI8}U9?QjX9iA)}F&UWI)S2>nTmy&tTDEjt4M+0x1Uu*W zaO~i9E$SW-fU%%Rx9^AV!>nWAlg%ktfn=@q@xQ`eShK8n$$5Vk@;R42ZcimW<)Swic{BmZUdXq6KsHOEb+TTCnP5(+k5b7``<^ z>;3N6I3cLAWbIJ~G_`H?Q-KI;x_3KYUG9RBr-_Vg^?!k!{98dRWB^8(KE6s|0J6&QPYUt~Xp=y|9qC#j0mC5a*+eUu4bwCT`;PxL>}`4=oa2N#lJR z-lryXGAoyZ$ao{E_V(`%%#e0|KWp?Ihmzk-e{=o;bVUhaiHaUr*ngvWXg@Q7=~PO` zi=uI)7+L<1opHyxhQ#4$uLC$r)gKq$=%Z$>$cqcP{@7^u>C$PhHJJP|Jg9zCi^%lA zCja`kL>#|ZM=@w}!s^Mrch(bLAbD$0^vm2ExZ+Z7&Tudi=!RzGlf|sK&|UMyuW29j zzpa{{-^+`&Wb6H}U-014(g(Bk>ODB8UpVjGQiwgNx&8eyoG@yj!pM6w3rG~cw4aAR zBDLWhjpYLsOM(xaZnJ%X-6cO?y{svRW|;_Q6P9q8+)p_3#w`d&GEAqhwEY5-vLNjb zT@B;ZR!bel$ zrSji9K7qsQ*Ihb;({QFw{Om&BMQpv#!A^bLxWQZZY>pd=;|RBr#8~~tKB~&GKKpV9 z%KocxIN4kdOQC@$)&f(@7l{5sFhD-V0y|?CcukJ1x5@N z7G*f0HOiG)`x6%5%sX-(UWGYr8^*9M6{NoidS7&Y@5Y=nvC34?f@x7oP6|~9i-`?f zS~v~FRWesfWe9;~mhmfFDg{;wLzoiBx}ih-w7Aj7VHlzo2LA|mLdxQ#8I%1XpcaSm zt)ERpa^=iJ8M!1P!~UOI(iab-cMyZXi9H-Z8aq{O^5r`AwJJv+o7svBEWHTmuVGDsB&tT?J63YB-t_Y3@} zfZw0uT*bANAfIt-M1|O0Yd zBLmJ=vS44|zTr5xDJUxYP)s@FiCrlT$Eu{BV!vP0#1^FkNH)?73dtaC%-#Nc@2@wZ z{mh9=LZ4!h7S&Wvwc^9R@oM@>mtWAuFzqsZ)I_BQEAM+v;FyDoSL0zW~lY+^*d-E{%=!xNz^Md!eJ(Ked*W1I@{gIxYk+5Ls@! zOn&2?2KtvvrwTl|aLz;H@v!X^?7fl2cc;t~{PlW__J37^kzJEZx}Va3!g|JP6WcOO ze#}T_B0a=1#a@z$@qf@z_rW$Q^er@eYx^ym@($aGC$m{J46x62_gZU59WH5dUQk** z2@^bxk8-3tfcDT>>u>8xq~+GyefnerohiOsf85f-*=L_ckBC_Vt@*;WVcq9MW^U^@ zYW`9%el<2|FrN$3YxeH05`4{b(eX*DN z=i(8~gD`w+v;6@TF6eeUkSuYv4;Lyj%-F7Lz;C@Gr8?#m=-_8%@nKMacIEA-#s_Sm z&0DW?faxvtb(LPtO>xH{JHcTWjS{FQTKb$x-Px0_b}W73C#b#u*^ zEv?uXKNNS|SObPerb!og9boXvxsd+b0!X${s@-}+oxsFjrb>Oc3`v11tZbi-;dtl5 z-j}he*dF`#>yY1BXxJmK6d+;>b5z~Bt6q9A{5+VqY&8+m*Dbr;!@nYF`PI!ZeO%P65$)vTo5;8mWwu#cC(M<6Q5DgcAj`I7b*T;VL_a z#ovR|U36=4anrz{_4x>#xiNND@fZziG@o2cS@;7pKMFYwOq!uawSQ&QK7C`q^w-@J zT%hYisWdI`Eex%%j1IF^;+O`D@Il{b=!@CJy(^9dt6XR%mn~K>wJ&|tq4h3|b`Cv? zQ(nh``FfxC?>@o87P`EV_ZFPIHXM~{vqt1tzsgNG)CV&uBI6Gi3Sp#uW#=Bz+t9-A z{P+dq14ulr`doBkJ2tj|-uhJ`7D;9=GNu2s!nG0)hM-wz?C&P#6+Y^Op)*RU!S!0$ zvf~Q#z^>;6rlDy2Sr!^Ble@3iE$zf2o&@P*O6o*r#XKFijt4MIkt^BV`yb2(J(QLt zK1I?C|Dcz?2R7!`R92;)ASC(h(|eu(Fk61YW{!U!%&LrZ-#pxi&5k?|7qvvOb<^?9 zXSqgjA#$Ui*s_q68$XgE9d>CSc; z2q|QAs}%5si7sQeVhn;o@;@K`>>Qj+O&k7E8iF%C1p+_d6#C3FD-rt`V3?^I#@M{_x&rH6qg3+AIo01);eo(KB|#Q`_5R z^6p=gB{KXj^;6@1htpw4=FL8xg3kQ>Ifp%AO54eA&c&l3a}> z|0~0H4@tnNdx2HO-A1Hs|Mdbx#Bn*#;-K`UH0*NUe`1943l|!He>`bg1rt_{0rHLM zkaplf(*wd5sMX8)<~_6x+Zld(mw7E9b&!XV!TBF{N!aelpDe&2!*jtB9vt9hdGP>) z%LtHE_Pi`O-v$$X|Ad#Qbfj()cD%kafu$vrk~eFPY;fB!%LhphoLIagztETo6UMJ3 zE{eA!Id?Z@r?()EiBxzbPKjcP#@bgt>y3GHm7lBn$_T7}S^Bqh)d$F~f@5Q{y-23_ zWdBOaz_rp{U1nPhiOhvVJ*@B6U`&Zm<@ttx&NAKGT$=w73XbRBZ`6N)Rd;z#y=}S! z!zatP-8-a@{W-trCCsugeolPXYRzLLYOSpZ@kb$L&jU?ejxR7T5c7;7{T1}{hPror zy8$Hitr~(q+;RM6R?9$*I4o_=gp>R30R8xmt3L8H=shZ6L)&ys=8sK zyg)uS@qKCQD^SMX+}m{YC3FXG($(uLK+=!qA`9>DI4Z5$hHP}~Gm;B=uXh@!6=R+zoY5w* zR2vtDF*M_B@P+%ezPdnb>l;4)(hz1#mz+f>;&5SJx;axDaP6S5uGH0+V71Pk(*+55sbr9$JQur@31xz8LQ?)JpN7ze}IQZb-IxKi>qIiT6OJM!OLz`1^c-C_nAsBQN$($6Ol8C3Ih z?m0_Cxb~ioGtL6gvlbDq#XAQRmO_!wO~MGQJ>T=5G-qH{|7^;$Do!NpGxF35h``Ww zqJ2=?Wf;!%KJ&eaiXAhXYD4T!LOt&hEjhXkX8QVhn1w#xI4>_cD1IqOBiHudSS7)* zamgm5i=wc2L}WGT)IFf?Chd=F@P(@IG5Ou%beN6h_?Y^t5r;pDS8pR+!4_A$ST@H& zXwcM_S_{j9h3$pMBR%q=_fYT8Ye$~pkEFk?|1}iA;QiDns9}Y+vOhh~uhjx&@V^fS zZCh}5i}%E>KP3>+)W*Ib{Rt}>-^bftvc=+1r%+Ah8tl8Uc@;A>pmD(HbB<;Y(ugBj zd3(yRapjc_%j`z3JDnqS*O=mD4dtLtbSJdjV0^ah5Q=@&U8cL1G;sLO<43=azQZ;1 z+}<29DmE>~ozP?S#qK*(=PHXBq5n3cRD`-TjGO2fN|dM&n0g5Zn6_QS*^%#WH*I-^ z`RDVE+EzwzM*Cgr`5z~t>#z9-^5PX3mYwHIoIDJ@7w<)Ue|G}<)$=*%rSnj}GV$?@ zb`4T8-gbL+Zh`jo7^jidI4nA?d_0q96xKqCIpt(~sEkkl>t<^J6VE*U?p8hteLwx& z2R-+}O0>Stt>2Geg*VjXip4XmUX!Y-R|ti?_7w+(@N!6buP$?HP95p%65svu^pV{2 z<;%WJmN=l&zosUYg%cO^=zE9LiEP_-(uk9`*m~aBDD7YuR6PqhROcKBU)gqe${9*w zoqc0}ll=nbi@SB6XL)THYP+!ho4jDA zNixp2?9y0VV1ich5lIv29;A2NTrv2e2CWCbhEFM6B`_SMOZZSCaP(VbsuXPw$j760 zs=fFD4F|tBUX3|HU?`tfw#n^+6>j@2&j_E8mTK(K(y4&WL5?5nOm1Pr0X;`jj0%kO z>|eeVorp7Jt6%o*mN2?&=3BSTBcR_7WS6Qt3JW4bvtQh^A?Lf|Wv*?7SbcPY(Ojt; z=)_Uzrvb%52nGbIq&0gu9ujK8wj%BEr-grj99`Kr)c69sJX(BG zEw!PKiRW+7)m$9AsV}p9Dg|fm{m!jVn#QU2Dt{x9%|JI_jq> zu-;f7m;GmIzFU8QiZ;&Xm>?niqV-utZQEX)wRn=QuXY|*E?e)It$7R0qMQzGnSof@ zVV%h@+y=9SiJwWo^sw)Yi?Y0VIgv@}k%E?TE4I$gopur_#a6xu<^aJrSkdObiA#hX z#@Dnydp7OF+NCO!F9Ci;)@XZ!6qk9-m(^&EIvJ1DKT&@;Dgv9Nj(O&mjP#<#%$v3G-n$bF_FfFCS13zb6>Jlprw0hE0aY`9fXk zeDz8fBQ`EYFJJhN1!w~*?C&ilVS4W8#O`!o=xvB77$%os<3#se!QNUROI}fom)s9t zMVgGgkKV$R>YY{xrbJl#7w~JdxE@aZ67PBZQh9?1#cs8o7=^Kq9}jJxi~|}=q191V zE-YiYEyD770NZz!j##Q~hRRuj(TDvZ8(cNK-g;^TI%FQ@63SR$Y39%2d^S0l)9B&Z zK4}Tf<@;W(t6qi{i==bOS1h0}_W0MP%uHyIo+{-y9tum-{!fjmUD(rdvFzcW(?E8) z;J7)}07tYBnW%hfLGsa7Vx4#=j!B)5^SGD*VI4hA;wSilq8q>GieV!d`cx*A8gOyoHBMDzQ5(xz=UmF3^_?SU($-!q`D)ZN7j}Bp)Ej3-MFo zXUBQT!#_!|*!LH|pK*b3fsy}~-ZH}cotB8(!lyR&S>5f+cnP#Pf6DtNbq+|XW`@%c zhJ7Zn?Xp2JP_E?uki*#y$O@^u6!!Vx*!MO6|9{Wb+j9N3$mesop2x>>O3Mf7r>}0# zPx*`;E+L)UZtaIexgMT<&r@hF?G=`+V<`3$;ek1wSD+#5RFe0P# z@fWpMH#}l-rM_e31Fma1rtD9yg~oeb%nveNAz3i6N<=6WQBV8cY Yu7$Jw=d%f0 z&Cl)IVfg^M%6e17y92Q5wRsq+jt4307smdL=0o4kUlNQw#pSPAH{CS<*ECKG^tnCF`ws2*e;d-1Y@p*n?3`dr09J%X z;d_w_IGrEBD1Q1lQdUUQ(`$b4W|8;Wc_W4mFCu2Q$X*~YXS z;-NC5TmmhwA7b%a2&Q9LCNMQ74N3FA?*mAmdj?E_usa7Gs4X>TWjw$9YC%FwT zYT*6kJNOex86vdr=4wzC{P*LeG&@d|NNwKPmxe7>20DSN0nnth{JE4Eho#AVP5jC> zSSNhl_T2h;SnkM}AEc&3KbQL3KdvGe?prQ(GP@EcHtFc|3;n%mE?*r;h)N>|T>HF7Bz*?j`$R*1%&SBijQ z^!H@pzz#?%{#&mebPM~78}$P+KH!Qp>&QciF6j3X4{gw#M`A>(pe|D{j?&flJC?t| z$?-})yNn{}3^Ai@RWHYQ$%aVHZK62Qzx?Fpej1K`J=&YQ-4UrDP-gnOB9ZCh+uQ63 z`UI9o59=py4#HHhQ7n_k6ol}VXY3|Q0aeLQ<-rRX$m$+RlSnPZ=HOf=V)IsPGf}zH z{NM#73GOYrVeEm8?bc>j-b=xF=h3%0UDt5L`u<5yzE6`$F>!^TzOWGDD?JY3JaBJ%&pX)$V12Iq)~qsQx}(0d2w3$4$jO;a_3ecF&*cIJaZb%|fOcx}8cU z4aAahI8gQFqnc(S^A9WY{sL#{Gp=A|u6+hX%EIb*i&31b^A`Fbvkir ztV3Szbn=AEtSEnx>+MLnt-JsA{k_;?tzAhBx(~Ao@-?!hUm%B*AxJ057AfPGRO@e< z;7YZf`7s|27`(En=-VU#OKMHh$R8B2IOt}FYJLvR#;V_yNxgw1TZKYwn#7>OMzdj` zY&?#0Uax3Xdy1nWK~ZTJT!7Rvbv69zb7=8sIig$l4QDs+?>p!G38yLIF+u{{u}kRu znQ*(!NV-^jB`8)Hix-cr3+mm3roij|W9t;0S!VWj+Omj~a_x-w?Z4rG0F|w^Wo4tD zvC`X|!C2bVeYEUDCuR=|FJ91zgl-F`)7l1^7*v(|CP(2epyA~|M_8 zT)g|}Oqve?W7+Iwc4=G#@>fNNoYZ0L2$N;%%wk8PijB z%astMhhHTIUf0Lrr=ERSRS5%3&QNpT5t>xS1KJ6%2u#-m;WEJk8#bB!pqp-j!R)ae z!hz4Be%erg$@&INkej$kAJbs)tZ?C>ucbJ2_Ode5gBy^;qsXN}_xt}+A$MryOZ-$Q8ZpZk|z zxe2FVecY2SVgs~4=WnMqc;bYtX7#bKO*oa){2({O7|Kuo`Y`eBHB9_dd@VKK1A$)- z(7G3Nv0;AZa%IPT=wo?jD^~ZJ!1y@3`M?u#YzdB-tV-5_#Z=RC0>_1r&JscMc;EoP zzC>P5>t@0~vS051SnPwkH-=Acybwg%Z9nn+^fdxg7EjX-v1(XeA*WqyKZ|{hi)|l@ z25>IouEIW0{vO-hufy^xO62kUg*Z!2FG?K$=}Ezu)oSZ zrE_~94i#N4qh)2mFG~b>I{(lZF*SngDa5q z&BpGZ)xf+LPhM@Uu7uS^&bv7gYD8xKQ&-f^#c$-G_bi`^JXEMb<5AbG+32YP95aD79{QIuyxgCY0`OK0;&| zezMER$ppLGVykRhej{Bi=WQZ$9yV#{S5kl55SXM557maXLwgn1%nE-Xm z&?OvfH7NJnZ-#Tx$0hbUYU32=udGU{5zK#Qc~-rz00;e#xD7D1Lt5E7)Q{0I!~Vp= z&gV_oEY6_*vGxfp9@`z(a!n2?0%f8Mul~c%Z|4lot?Ytf)v?bhD~y=`uO5E%DnUJ! z_&`aP5vTr%G%Cj*2kN7+)kiksFcwJOq9|Srqo3uo7{7i4ib7aRiuF8^>3r$KKb);N zcE~E={6h~YxRv=~accssS{F+2T3mrj)=Oq-#`~d9nsv6&eI7`ybt5%SdXT``nHX$$ zAE=7`^JmZO#_@q9MM)J-s7kuoeL3m@4hJnu{eESJgLmHv`$+f$`Egp1V{juA5*BFo2tkCi5$pf1aPUy*bikO%XpT23i$aIU9+&XadQ>wI4s5>SO@rPt08QtoLAtGbQeF58@Bpf0K+&jarj&$>sg4br} zpzKnMR-U~d^qjx|tKKqBshu}GAlrjunSXDkyJ}(Ep`-bl zeCyEMq4N88=xgk|m~HLZFAXt<#vg~)ijjI@oAf@0Wth@+_(>%eLC4WRLuHNq=o0u_ z_1J;k(0BaByARx-5rZZk`faSwg1~s@r|1IAUSsLmd}A6*#u`F;XJufFCt3NMZzk4u zCYoFHt3u=4*676ZA7R2R_Pzccc4+%CK6!hy42&dKYYNN7VD0PT+c!46h(ubnsUmAY z{eIiX!SCTX;FK<_;>L{?+rKAh|5@CqxAn=$F(1sZeq6DQcpS%T`f5yGP|)RrmuXQC zk-)HZZRU?4V+&yk? zDSh_)&WcVICp6W)ICLVyY9lC|SYqdBjIH3CFodXt)YF9TpWn;On zmU3tjKMwwI;5&0m9vW!OrZ=y>z}4%_H!Hjz^8O{>ahisi&}{3JIVl^tL$j7$wrQ{W*mB^JP#>4zBZo) zb`Tk|1Lw6JLUCfpPS-1)EYQ7vN!9E!k;wS>LrSHYammDy-94!1t{WXSm zh|lSlr{Kbu=bxiiq+vLM`+Sb>cUoohGIy%)6!(Ri51Hy z-oCV~ZbI^Kz2Z=iEsXBB-LzjK4;M39+LARVphU`!`QjmY9M&84&c4io(-!WQAKM!? zJoo%U)?Geapu+mr$26!_pPNcDUxM5T+lICQ6>QEDq);`FLd*H>tG|7{ajh!0(D_U= zCeInN_$WL;x~RCA`KYxzerx7tFjP%tl{ zDIJ@BTWue_FNDJhlJP(0LV%WgH#fWMId&LD{v@;eLB%ot7FGReB4f?la<$9#Kz(k0 zhR;-W<2g)-!uOc*-`>!Leh)XC9F%Y@|B?pnMwIhuCxl>N$f&LJ-UM{HwI{P*vJ0kXTPysh3paB1aoj<# z5*XT}&>`qpM_{_}Y(Dj=Gjy2S%eicQjO5LQi=x^eA@&Aif8t;zQf(IMSOfx~<4Tk3 ziHp@ZHXMFx>Kh-@?tUKoIYffNuP=2Tt6neVY|J%?^}v{< zrA<3x<*}UWhjDsk6-+ghC|_>pfaH#Qt@aDqIDS)CfEe%wrhW(dH@{-RflG<6Hg6F| z^6gpT;qxQ7CL@CR(-*O$qGjTk=Po3kH@N#%UJe>hQ#W7O;{sGEnP~SL;?OrB=9ka9 z0{sJm{>owvFkNbyRwiUl;83y}JMd~V6mSN<*mX-0`?eUR?XFdUu9bpo*HRL3DK+Hv zT1pyp|GuFjw3iDpK5c37R5p^&>hJneVh@X^i4HfeS7W=(!^gTWNAL@ykONhPGSRrW8KI zVn@~QpYREkwfwk$DU=902Vheg@_UUK1QV_>ZyluM-r;`Ku(? zD8uTjk1w}g9me)YC-pxij6qWdx#QZ=`_P;Hc4GGN0FcKvH!6Ob#tL`NFb}Kuu&{VC zRESjprm6x$T6QTxTZ4o{y@M#y4|Qe^N_@c7S3WX7e=^|w&ZXjS0z8^ zbJ9R-ya*NR)wgWPh#SEIUxE704i(7$S#CG@_ZHCdb~5dm48~SsRh+PQkdC=%VMQ|8T~EdxT(Vg!JxC z7m~+bpsveh{JCcab!+?*Lyb(hvR^K}xTPOxW9QT9$@xGP9A(J!dX3EnMc*l<1u%Ql z>M-XSb|7aKZo{y{Smy9!hwJ!r7_8v@9Dc(Ni<=n6hj!E<-6TR;VD&5X-*POZilqX1 zlzS}hAulcsUH3QeVgfoOw2AEpSPi*zs+By0`3?g=OcJ?~EYSMIRn`E9W)6FD#fc)V zm}`mYxHdMd{kL=coiG+yR=)I@QH8$TEfG7VD{=hoM-X-N#AegbmDVp&Fl44_eu-;8 zG|bJs{_n(Q9DGf)s14kWqZzK3S)a$@bT;jBrV0gS!RuL(&KsoiUubwxZ~_~7q#z^A z9;ZHV8hH3?0cHB#;p^H27>{2(Rn{JjOTT7z@QFReF2P&<%S8%E^Z2q!JMAs>e|5gJ zC%S^bEL*mt&~qNfZXFG7>${JY4ij>|J=#Dj?PT1xdBXtXV*4`KanA?%`kunYJ2WEZw`raT(*l>Rp|5>OHt*>ytEQW*k4zdr- z>;|gqhi<;_vqXj}zKdqOhcWW3m!v731!)5!-bM{W(6YVYbLr2i*e!t2)slz3`c z6yYTFm;9uzFZaU0ykEiW&eJgKPxtX+y$>CapYqn5DL{9fV#{?tYa+{*U+mA=Hs)h@ z-!g+w2xNJE_Kn^piyclH8gJ&_LswpF@WHA~Xu9X$c(|Yn8c&&19_@|C0m2Gt!TvK0 z^{rnDmph5mP23(T=Bt=5E#sLt8i!%hPA+nA0p=f4@_WPOF;0;rC3lSx-o3JVXnF1! zkum0Iajzo{YMR7#)oiY9c$1-c*s>6`__0r?Q%f;yJE8X+IS1PL4{J4*1YqH2-p!qC z+kh5T^R#o_7u&0&yGu#l(8cUdHo?o#pRt?W@W57}RR%qblqiH5+AfVbkDpk_^xJZk zQV-3ose$IF$DlWg^|^M1EKW{6_O8D>jx?L6rnTwDFdk>had;vdQY-lQgRXqQ!Cykx zrgxX)psQ~RrOg)dx#l03FbM(ONX}p_Dg;-Ri+3fQi-11KJueRJ*aj^ZPHkZ5K+^fxb4LOCv*DaZb)CraxN>I=8>pKYDZyYWiDeFS@zF zwBp-4=WZQ=&Kr`a^RyOlazQEe)xBewNcA$WzWWj=xoTwwY42d-cFdFgj7MR#mw3=A zS{hR__Y>P=^N|v*AH`-H2V z`Xf0>4Il0xMNG;hnU{=xPMxKGk*e5S!|SS|5<_J4+;-F6VHENvZ_H(K44!{bp{x$bf~e>o0X=k~F+)|tYf=}K-Diw&l*C!M&#_zu#tOZlF&*}?!rQ8u5$ zwhjI-SF0?#4Fhzc1^?)SFqC}HRM1li3Rf=_U01ijE{WlWD|NSs3@n-NizFstDuH=x z#k-Au)-8Bz6Ca67Z)mG@qBXQU5yKaoj3 zQJiWV5A)}~8g-7T;LPT||2n&m!g8^5zMh#84)I?OH89P<`~eO}J5DZWEdIDy(!T}T ze`}~5IXI8q<9`%B)@yC}?dI3-_|mbj=lg>G}|72TMTWM-n5IK zQ*i0j&d_cJRUEBp4h^ZLVZYK@^{f+5fWrB=JEBVkC-Zl_^iK&PGKxCdaM{d4OtrFC z!?Q0i{6~rHlFDu%Js;KJ|9l2|a-Z#9^@${IqEEf#(fkQBT2-I^SWCi)!Y)$5$9Fh4 zcxda53uke}UBQp1_d4|Wuk0}iEyl^Mjo1ArN0D+m!SAha0nCk=C(?e{LGjJkKC?6v zTp4TMGXv|`+4fU0Y9$X>w!}P`(`tYQ0T)f3hCMjM`Q(n%bSRQ@8mnN38MbBWzv1-} z#%if(?e1-FahO(M`poD*AXmrPp11jpy;?8XR%S-9nXvuaSGHR)c6fe|-1~h%ltMpiF-W&z`o2>M_2@7ofy+fW^Cv z&H9_eGaNstGT>as1asYL&u{KYCo<=JUf(Slg9Fi<%L{zxVNvq>sRr*ADDTZ$SW6n% z@SW#wk0qjEf+_qwrbNN;KOW)p=^2n2-}z34ff+Z-5O}5F4U~#?TJ(GktgH(t+&(7_ zg^P2Fr-KDC^1v^z+U^J>e8cFHT>*1@B!djEU4?%HIY*nW zVC*DVRxnBGVY{h9r*YRBl7j_reHA>9!&cOVP@!V{Q@|cP-pmJu%yQ;O6^fyHwC~r$ z$S@p{b$@qMMjXdwD6=sflHzb)^yPBCP&*=_U=nr@l>o_(=i>zL(+}% zRJ)Dqa^4SNeFgO+Ef3#~T*INSM}nX3v4-L0U4a(0j#&8dDeuF(7jZ6EGb`3q0!X4F z3LRxXVIY@X?yPMP(D>V)En0Mrabb9KTFvAX);D;`vPWuS?T~))cFQbi4>fB~dlZ2~$*Kth^XAa-61y3%SmDf& zTj^8c3#2E9E;JZ8z~IP#g?~+^aWcGtDeAjC^uBEa@3d1uEIt2g_tE!Q&}hs3V2cEd z>`&Guk z6gfbaf<7CzyY|uQxSq8?Yw74K$mm_yt9SW>g%QW)n9plrqz(VyKTpMR#HDWOH){lr zj_(i|;FZVh=f5IrW>VqD(?b5~loL?6Wp3vy-frwF+saiS=Lw`w7JD;&zYrL1pNZVV zz8yN_j*dQNIu1)0l?Gma>P3q^P2IK!b#bVolZW-nCRh>T9amE~_}uWBnu=bbbR_l4aR?UK0K)Ys~x(c!m=d ztA?Kje_-j^39)rzJ<@YL)XL8XV!m(}yY5vFXvoa3QGZ*BhwyXdTuviy$(0KTbdV?jg)_RD8Q7YDZ-7l1_Fo zT7YiKxU5ba3sjtQTiE$V7)Iaqlw8Q!@I(56LOa=$(9L=1c;tCEtP6ZU`RU@ubAG?8 zyuQILWr8g~Ukvu)`aydI4bd0auSf1bPP+_gW{t}SXJnzFTzR{1kQGkN+$Yt2Zi8&m z)DaW!0%+r&ec7?WZ!?4!-&sPxBi%D+m-^8o(8E$%Uy*el=pSo4T>TqyH0ZkRSpLMpfF0q#s6Z2Twg`b16!$0pi#2kia{|CF2F6c6}9HRH_5?D$vE zM!Uy-$V?n7o+id{G9+N>nKoCdqz~r2KkhykeUHe@d}!A-oZQEzm?r2sp`6W*Glucz7Tdz0&n0lh>6R<}yv-uQ zU~~jVoM=d2Ifgx4kBvu$;xKu+YVo8h4QAeU?bdn}0Hum<5}j>^K;6Yi`6~4iOP)qv znKbGH;+{Mn!v3Q;cwywl$>m7weOsO%7kdLKRnnvE8vo%kE{NYKTG+^M!q=H>2_!km zM?JXai2m$W;u;`PRM-sC5+;{YFdJyERbhyod=l zgiQtpqzB<>E>ZJdi4pWEx1s+|CzwhcJ|)Z1iRqhzhGQItac-Q8^!>LkF6_8x@yKxk z($zg)z0kb?6|T=m-NUb7Tk`?oWnpnlE(&Qpb>$-V?7aER<#ZiRpXk%x@=XKj>{7pk z&Rl_iTkJmRx(x!gFR=VT+5?z~wUL1%PjTGiZ$*~sC@$XTZaaC<0!cobBE`~Up}jUB zil8ozO&-FYUMz7?`l9`>(330J5<90R=AI1gGkhxss{ep^W9Fs?aSkQ}41M-9t-x#W zxA?u)0OqgGIu=OEU|(YV>EoH|*i5W2uW+#n3r+O|w+3NC#T)n>@&feL`gXu;iv#a~<<@KUFVU zXl&fKXLq2zFAT7f^?v2m;pA!vb$H`CSsca(ca=#XeHZQU-G+ad|3gWUlXwp6f65*> z9^gq}ef+>qAwUDizm0~4PM5%XecLZNdk*aHv`lwC>_mcQL|KlU^MXaBosZMw;N z!{4K+&ZmlH6UP-w*3}ne9Odmzq#&nckf9lNab_Zd>-1v$v-&vBA))tvV*1N4u)9g=>kjI)=^UZlF%!nm`& z#O|NFkzRkMzFO`nR*UWXx1;I?&l*4O_|H$kc<4yOha{yy)UaNJM0hO=Mm$)^aJ8(f^d{@W`QD2ndd2Vdtw{!W2AYdYFEY~Slu@mB<vR$H%4iF84`Q8?-LQN*0^!{#SOc?ir3 zh1z%J2^c0ive>ZsCeXHXmz25Oh9=|J{Lh)qVLre!;L7#;NM-YqEO_vD!*|UBq>fR5 z`rcDHq+??pckF~Gk}n|j{GmDP5M5}AUf%Oin+Xzcnmj!lQ4A9^FB0pcm9RnO$oB4o zqtO1~NmQ2jN9<>5y375XNMt;pBk`bJjldYu6L!Zvkig^^&o(LjA2bxs2kzkd0?E~{ zMZd*WL2prk!Ct~m=ncJCe56zq#wV64JP9H&I^}!)qsmjrhf?k9d?7%M`tzUR7kBJA z*RHzR@dQ@Z(S$rG5kTYQ{;}`ceq82U)(|})hk2A4zUQIU&?oit&l3AZ@VcGJKhLuW zQzXxk6&*)2H9GBmzCBiiQ6D~5mVo!y)K^Gf zw*n=+yZ!1RNi24pV^DQlfQr7Q@*Tm(L?#A7)2oNAVa#mj_OAR}_BDCE8+hUZ^-jZ|%_Oa`eZ9i6urLQlpZ|#aPqr5NRjh+_7 zty`0@MIVNX3?6IysUm%zV@-hJ4}mpR_s7GiGw|nd%jd#Nt3(E2B#oj8z`@pW61_DN_KJ@M$)wg{xKiKR`fX~2k- zG|N{>4d`SyP|f6yCNdmLi}N(z0f~`@GE<6`P@TT?FPF6dCXN^1yQ>dCzCw?%{ho}} z-SWjH-g4lpQS;{0fC#STaWE}(nn2SIVoth~8%`-7Hg^7!3i;O@+FJH_KwIl0n^uW? z(3XCmLE>L7<|IAkR-8Kmg;L~SqoM;aNiRC}Xm1ntUH_;5tZw7nHoRLYNk4~0bI%h> zy$RS&(^+I2)r2Wlz83k1jYuB}d9FCGgT2?z_iAx&woyLmuPg+BG4uzl}ySg0n+Y31FWVm)#e;mu#od^EC$;atM+t0hn zTVRO0DSPj^MIxhKm2AU0|T_)4sOj+=z+PL1|nmd{BWi`*fYts4zo|( z;q&nRMcmA48gDjWhs`bvOEGKKu>82wjF@x*Tmwd;zwrMDGtFB)GMeo+c)pPRc~c2Y ztAlFVZ$?;u>wWICy)@45C9azEpMwV8o8}?-3`<{$zjRgjhD$9^ipktOFnRI!8G&gk z4D3wZzV)RPc1_9n;(@a`ldPEfd&~+b$`O}7^B%zNliYKY2G_74&PzhZ?=jG9)AF^^Mt_oWPDX!mw1-)sH^tCwSPoRh9V-^^4o zt%U{Z{>F%HVP1vy9EW>sngUp`C~LEjWefB6`)2wCONgw*K^6Ki9ai>fFC<>(#k8gC zr($OhV@sH*`kPxtNVP35`Dio>YkmVhWX-#{#QT|dn_?4`O00{4s~2?3C<@gT?|{-f zs+%*!nsD%+E4aKY!Iq^2S7-NAIFRV_YKWf;I+>py^;vd==1Ws4l(<|RWqfMhQ0~WWEg`;=j;5}zXd1X(iYv()e|EX>@#>*2ZpQm?3a=U$D54vCNZ-{08`Wknz!JM(y+JZBKecV0b%}DmClepcgfa{X)+juS{!>HklC;mJ? zaqg6I(PFJM43cQ|OX3^z#Q*E*%fFP7rn0itL~I+jf0Xw=ci}&5Ym)nUTRsx})YTkK z8xKK-^amy9rEq9>pk@9F49AxL6feDg!U}YC)oQKPKA4TM%y@n9D%2M%`5qk7!&$ep z{9h^#;{fZ}`ss@8FlTY#-?04yoMgC>AM%bHaxN0CR@@4LsJ&)FslP^X_)^Jx23c<+ zgZO?!kBXm2xjeh&sQEf{(xwxq#S;ijx?OV1$_dziNR?e{+bGPa7!NaM3gGPJJg&J z+G;`_r6hZygZ$F!;?p=7&F7i=zV8)wWJIR*R+|A;w%#d(_Z19Vzr9pyHVb``BSHeV zkKl0G?y+VuH=GIW{uRlQ3e`M9=BkODIGUrg(_d*9wEPWlwBldJA=^Q5{VWemOZ1~S z^lQSzU9BzC&A*^lOMX9N)Fe>nCNk3_)NwXSwI_5q5*x3J=`=6ihOWd9YpOBA_*&zE z{kG(IY&d6Ev$mE3joPU)EbKS1^$hvot!g4tlTxCrgZIF{6kd(Tx3ytmX!_1GvzIun z@2Jz|Zv)io#xrSJJUIB9wMN+22uTA4}zR{!Fy-;whkK-ZPN7^%JR~E90i8h&ZNWPt|U5!mJBE&m?>Q;<9}$quJjC7;wKk zoNP~r#q*w4K8J0fFyRpk!=gJZvJIriC+NW}ONMAZbNGTWa_+XHe?yKs!*o>efC zMdZgCiU6slp~4}i7jW*7>2~Aazk#m%?`m4?9e6NWZc)j%QMY$x*SYi+U+9w78Wu zeisghqR&D5NMc2Z`Ge=RlQdvRETJfZ!i{~qJb$xOqzTN5gTIE^yP?nUw2{uLFj5aF z)s~bQ;T+GI_tu0DSiD2d(~3J3s5MFE!P~`fE;HeMTTw9jOIV1$`St`m%${yNES3&4 z@(P~clYYVMB)`4m@;e+bx%=mov@TK_^(z8pY>*sisLv}Kg9F}VF^)JMoWJuW%fH4F zX-eE&TFy#1k`%LDvC;;<>)w{-c_ogEuGbmkBcmYMqwl%d{RIMJ&m(6oYiAViZfs39 zO@b-$e8a4w&Dc}4VqGiSMPMv`YOea@0}j)9T0XLvBZ=Sf_M?$$SbLFJ`1{IJZ0J`B zd8|jnky|2k4lYi}8FTt)qq+$7pwOxONfD=#{GLqR;6;jRbKLl&i!dB-+06Vi4<=tN z+}zi+72Cbj?f4A;!+z^A%e?_EICj;Qj*14@pTMD;-J=PEYBdh9^$>5Dk;8gkOg>NL`Y$$Rtp zU*XV6KiLQ0cS3);<!tqYdFKjut`xcp0Fukpe-z35$EaLA_X!lupknu`=yZ^26dmYcpvW} zFva#I5N>{f;Gw0Y)zdpR#Ut!RG3V;R443kiPu*HfzaeER`iP zwVE2@5VO3R@39jwBmQt@hF~4cn`)Yi=b;;>sbr+<=VZFmgAI^h_%sn;qi|iSgn{F7Z5JdGRQ& z-wqfY65jA(HH^Qybr%$7{rYa%sf5!nb4O=7?qKatHW9M1B{tp-Uz}AR#iq&IN*eEL zko?&x@sq%QXpgP={zxeba_rAB`teHwWz|1%_WC-3`B}^7xP%#O=-u~sXY@G!xSTp5 zy!i<>%xeAqr&R_EBr_$=OFS^cNqTP;o3t@^r!RIGFTt{FuIRNta=1p~S342)1pbK; z4{l$(gsU+Xla`tcSh!6~JyX8|n!cV5`1M{0mnsU6D-P{~ab?T;7bb|!9GaJj6@EBu zCz(XH*$3gKcO=Z`C4iPp@qKW396PTRMyFgdhbn`74#vGwNaSexesp{%w3B$QZh!g@ z7dW1{c^oK!zW$|(<-c5*AXJ3|9QiPR;N>mKu1IK`AKz!L-2s!g%ZY2*pRt;w?dO1n z4t75KP!vmH18>1quWcKA(6Q!o4W9YHN;Yd|*C_|g4L#sA81@A+b3ZHJoPPx^4(2f$ zIkHg86#Xi@^9>a7ABj}36~xGrs!Jklo-k6zbvr-nHMV5iO3zDsLVAtGg^(;B=$QGH zZ`?v#(E3~9X#zHYS3WtPs+9n<&Hqx zF4xM&`3id4h^8aa?~$5s8djyE4c%YwGnv@AAc@rAeA_P;*K~C6fGi2AN}}tJ>NoPH zXH7Ho?JRUx9L&@;z69j%hZ12*yJ5s<+wZ0)Z*ky$mre((3``8ou28HxaQM5O&ahuU zjy~fI{W-o5$96w`)HE`Nb8f>4?90D!Wb)+afaOK3Gi;&TJWD}xqmaw8zzb~FjUKMx|dE83+_h=uGL`CoLrDQ;;MBMd1zVgs%I#l_wgdZuErVd3(nH&8A*Y}X@u*WSZ zPVE1Ep6_}7C65m_tf{;?I9&=P;$}D3BsrKM+_2_4uMZ1nCIz~GFhRR=jt6g;Aktk% zZr#CrB!@iQk+X{r$DhS63ve@GZ^>@z-W^3iztK1%vE?LE=l8|!)wqsyf$aho5*(Ov z@LgvZLk7fU3Elipp$S?G*oF^FrfzU|=M{I!4>+^)#Fy6xhM@h{r!vX1%ShSO+JCe8 zBo@57!fCwe4fF&(nAYT0g=bD_O?%l+z^r_Jy%58BXn!fUx9;&NT;3nk{;qi(7r#5S z+6!gkZ_(oMzlEQX*u!}A;?)y4Ij4VcQ;t3~&9!Ogr}N;b8qHA+bpCQ@M%XM}BAd(Ywa|S-u zVr`3@Na2e?q=cm3Y;4Vh7VpW3S8k^;OE~5EeWqEQm${P}lKCBJPYmRe4szhU>{-RA zxI-}9CNeMAb{VI_WEPW7PayS!$*FY%10-5FzQm>#?9j7n6f`S`A(x%%sWtQP{ogyI z9g3Hr?6<^AWAR$3dRQm%UULE4(82nLD+4sA@E(giV*?c46D+F_cEND<0lto;8tm;# zILoFo3G;>Yj)2+Pjq_fnGd1H5je;d3^3vK!+Z4ns;rbUQnVNlD@3P=X$InClY!5Ke z%aHMGQY|!HX)|YNQzJ5%ytLBWJ;%?JX3T#{|CIqyy8^;VROn1PJU$UeeOJ zrC{l+i1==HKdhih8T$y4fU>UevFr3rSaPgf=aJnBu|pmgE5>S}{@^=M)lUWb7Shz^ zxO|v6Z+b5(qF6iq#f35d7TnC*SM|5HPi#f zCwDyx`XPnGqxCeU`mLCJdCOez(N3Jn7w7%&;u;q5TqrT>WJOwqV2k1=X#!KYSV51S z2T)r6?q_+bigRqiiXT#6!0f|vXSQigEX`{5G5gMi1-6Rk`&jH@(5hrxZvTF)v+Jy4 z34V+jmkTslV^71+XA#F1|4?!KR=;{`SqLt1I0~->_+sDYPo<1zkuW8H=^n+pLIQgD;zSVeHsf$O4hukY&DM**>+bhK4};W_CIP?{S*gn z&OUNKmIIy5xy`kg#c_paj90&XKQ>1lHX5a_!mLMuuG7ACAa3&IBdDAuFowuBP8}n{ zJgrKLA8wQ(-*x{#98R+yWS zZs_=LXU>+Ce7eD9W7lNA)HN+&Odx>0aBhTZ<+9!hPi!TwvI4K z!Qdgrm%>p=5P99_g?{xp#3=tyW(#e&D$3tJy*PwR$;T4JXm!x|mM!!rvp25lmfp^> z2*=(Nf4iBoiMYn4uX1h&0UCI=p7><-6Xwcn`EKsW!SOu71&im8f#@J86xXke{k&x! zfvGc)-}2~y_(m>7#NDpG6>|-uxvgsdN5OfAQ~AGf+*W2HBV{X!LPYacDWyb1MlvEw zg+fv&eT`5VQM9a#3L$&l$KHGIam-_#bL{=|`}vgVkJtxHUVb+E* z^D|KwS}YwT_BwpS#gY7x{-siwqgUxaCzp=(-Tm3g&22!XM(ht?F-FRDMo)3Wd=BmCmQzd3S&})0mOAmuZFZBBD5}-tRzwBiK z8&a)z2OPfOj~{uTPF0Fl6lnp_W&Yb6ev#=nSjONqAIApwSEn>Yho!*#h+sF#HlXvcDML7LkPUq6^vz`deOe z-IC3&IaZY>=kDIVW0qxR5Z>xz#%nCT+b;z924>7DaN4&t$`qK7c9Qf>oBn!EuFbKMB z-4<5qD>1*&Q*%Yz5s0p*W9KgYRHb2v_*3L$1e*b2-aoI`5$Mg7RHoZ?aOhBwp87r# z4zqB7Ur}ZQ5;@`IPk&Dwq)RFnmlnYRjV|uKln@vd31;`3?1a^Oo{451y*OkS;L%w2 z8Im8r_PgG24xso2a=@?KInQiz$pD63HpNzn5e#}kf^i- zU7oCQ+va0%!oqZq`VTf7Olab`>D>&2kGA)&1m44X9u*te-#NHc$h`S}kr}B<&kbcw zWuQV|+cvE42X;ERv0eKx2YFqqKe8`G!FXx*y^QV!m@H`e(Wkm^+(sEB!X`+veSw8p#6xE}XJ(5HucPISU9Lfw6W(=$&{&#Tp z+6wjHsog++>&dFQ5CltV`Yp1r^l`*R@pWidB+ke>h%`mGZ1H|;eyd#tbVz(Qmh|Yx z(dof|CXVOfTZ!;_YV{r5&|B)>b=nX@;wY9nabnmdFssLE&WfWW^F^l)yvDf=JJO4T z`;qwRLUGF5_c&IebI)JY6Bkr2{rG0ifhD_7$Neodg_#74Pb%l8VdaGF7yS}D7|MUr ze&c~1j-?-7rc)-V(xxq$3%@UdnT3xmjR#VJ$U`W8bUhS*?z^jFFT8@ohxkoL>k-;` z{_M7tl*Rf^T#zir#ixW*QMC_nvt+bH<&x1HnIM36pmIEWpQ@GMUF?rDR&72gDdaSkAzxji+*GuCM zJN*B>&|xvce-*H!v0TSsK@h2rIg13#b+LJ|`GEC_D=_f0V1nP-2ItpZsxDsm1_LgQ z`BV0PVRjqcpP0w=NGd%LP)I7kxvJ!YJrduc{G^7!tD%QDarUKBq%bQai_cBGTS>=3 znfGJPht6P{l2q0sx{F)AB2Jt-Rf{7<^{?(Ie#J4L2A&bNqfq;NEK-xl6{cmD|J>YD zjvZh3kLoNDptFeiJ_L8djEI7M`MI62_{H>sXw?ExjIt^g$N@Odo-=Tfp%I#6Vl^0p zlb~bwLUeie2F&&l9LWZLK-M{{X*pVqjo;VXOiigU8cR5A{yYqaI!IiTF<+pI|6N(c zk~|JuU4QH0Dut8hXu8V(+{3}Te_wQu7QtFrkvZQM2hK+hXV`w&h18E>GDf!#Lq9Rn z@0`L;Ag=r#*w-Qfiw=_CTz?7R+El+*6~8vL`=9f=K%v^l(C_1Vr!O!J#53u~yPPe65`QTo zGIJ6OBlPLssDHw)f&LwC%jbb|usd>1VL$Y!9RH$UJc^SVwN;nQ&p?<|nd@<9A(#?7 zBcQ;h2d(E~%nnUEW7BKZ=o=UFpf2I}bO65?jC(&7)0Dc3oqu{ZE;yRwxM{)Yql2@! zxhPc2aUubhMy#|k@*Z~T}raNUYy$E8p-!dj3O{(IJB=`s2r*L?1)E06LDkOD}XG28Wza* zh9N>pNIkq(^`xo>I!=^+4Uw$FCVKH*d#{FJ*SHp6w$)R_D^?*M{7-TAbeRL^-pjBt zXg@Wx`xh25tBs#$7QwEh!wE8VD=_e@^_92t7WeWL*NdJP#X%Q#vCM#6AZ467zEc8m zk?Gxf0pnwsM1knNx+ieXI_iMsZC7aEiZ(PA^u#{1jKJjsome|LE7(=0g#FHCX3F=U z!UTu&s{@SQ&_Dc1EmZ$DG%~#YTeR~Qj&ao-=PAyD2I*6uR1fq*?@hk`YsU`ZY@zGO zF{?7D@7XnB_pks;JT4VwcLl>pto+Rba2RR@a_as&;;KrUz3btFb#vUB?@|36Mwn~i zcuKm-1|u!@#INekuv)2pxVYR*mF867N#R$!a5(u#-L=ifSa*qC*^Y)EIzKPuew>Me zT3Y7}jjxxnUm^VbHFaKGJ<_81g3bbawG*6@{TMK%p#oum@-~)>5-k7oV zIViqXLCNub3k63<(pZyIal}fSDwea1YXQocvq_0aDM+N_iB0bQg{j5#cP>6Ig^_-*@WwGCthIc~TW`<~!}m=d6YtBzc<%|w z5G}`vXz2-#ML8H%mw#~8(;moey|y(0DNym$v(Ik%C)RlQgmXmYz<3~4rYd0^8}}tr zvgz4?NE`L*r{y_lm+SIB^w<$IlgC-xPtGCbvuBAF13wHuy7%utnh&^S#JOzZH-JM2 z7e62SbO%cBeF|KEcm%6k6AvXm+kjU6nRkZ6MKHP#?A54$aOB0A%S_J7FyLf6E0D(l z>#w(av5mSwX>Rp-m2l3jIjQQ;OTL6-T0DjOou6Zu>)@2Pi4QK@Xp4v_ui~oreWW1OQOTHJ5Dt37l`^v#u0PBE*9c3d`eYxn`GTY;?QTSa9($qa@~Jq ze&;B3+1zBjX{ZhJo1^-kjQp@rOMggoJP#;Y%9+cPdRu&}bL|?RHVh`(i>Q`)!BWGk z_QOw&ah?)0ep&1k&fd*RiFa+nX}{W@>-`GQ@^hPOQn(5XYX!Y#U%C%1p^QY2xO~_= z)w_QaHG$YxSin5r2D5>cl>IyY;@l&eL%glqaoyH%Z_H6kw) z=Y58j1O4m;I1fXM48LREujA_L7dku!qra1X<8A1o~tmF-q<4An=(37*+9!BI} z9DO%Ig%MA>#J+D*&>Zn7SmsvH5U3z;0oQC%dE&MkPrB53i1?Saa7TLlSk3e zTF4l{^^(&_- zNn{vv-Qd4>tQ!W><8MEO16V7*w`X!H8U}7#=?1oiBl+q2DnY&%{)Jt(vuqE=wHnHh z!80=`xfA+D5SmdUuPzEN6GEPYHme&Mf>I^lF|ouH-C%^4)78Mt7I6 zD8;@e#K0FmR;TZiV_vNpKjqGc1?qiV0TBtrOyfZOORB*?s6XkltU5vQUNBAI} z4KPr9R6Jd25xTSE#?`)TVCw^=6dmq2FrU^com6od78E0|6-B>*+P%_RGQv%e{;dDO zzk*4uo8nexy{C^o(O>Ua6%+wEzxP{&-AmkjZn;#5mJ;=ey{#wAut-9Y+ez~g@P0Ne^9Kap)$t!)zCjR%*Q(VT2>+No=`5#2PmnqRQtID8XCKVmtIz>AQcF zct2)`mMa@ZX4>8`@NPiv^l&}=8~gyN+q`*9!qlL1MD5o75lb9>bv8mdTMO{1 z1I_Qxzi=pn|DLdX0aErF3-L`V;2^ak@ptM)AUgeiEZ1`oR*ye3?l4osKk4%v6&Jt5 z!nUHLKm3xRb=)lKM%8xAcDm}&V0j60)i#-9yyRhmE^DvT;W-=-jg!IRci1mj^GhSO z8x~}%$aM-9I1p!YN%lej&eEQuRf)=j$1WvrG%PHjRZ;x;>8b!&VlJ`$@3cKE9A&=t zJyRZrzHQK)J=%kD8wsQq9d_tfi!6>ZT*6r3wsDB5LMq=~1GZ3h9Qwv}BX{L8PIkSe zSxK0}hNiGjxrV$18mgbn>DVnE$oJ=db?GRM7?eF0=MYk*sdX0?6fQw(rR7xzrDiPG zn)qRU;}sOx^Co|iCw#a5$j?Be@^^95 z6!_Ec@s^+1(fYn=gyH-PM`B}wv2CU>kH(e+RI`oyHv)Grdb~OJ_3gf4-Y-p-G_r8s)v@t zUSf;kf89>M{=#tWWJdAa5hzso`950sCbp%&vXx%H3~4cNgK;7oCoIl1CN@_s)xgWuAasd9@t;}T`Ah_7c`yZzNH=T3x?~xgnx~!;UBlF zttUt9arVqFK7o--uqHG5JZfkCkl<8)QJGv>c;^*+Tyt4c2>dpU@W$h>_a za12RJC(agUr{Q!(k=}H6B#isYn#2!xW22E6M}RFqk|$!5IGsd+7*_LfO5X@ql=o(w z_({UW=mo`rBn_CcaUMQ?bT`!Jf8O43HXVv~^@KlkpyHgLiQ(pjJ@{*TsHKwqN$ki9 znfAK!8JB#y*FX3Zpq}1!@nCEZ3uIeNV z)-%17mh3MxHF2%oq3>-iftWn~@`VLfZpb#?`x*~nzmYpVcNz!*m&cBTlc6%h z_*7g)HO`(8&@wsek0ZBTQ<=U0LZr>giVD3J4t4iF@7c?XgChy%`(*CJ)O_s}UHdS` z-P2k#{%{v+T!~{f#OpA7-X zTR40wwacid3Q}oVm`vEjp)biHz3V*(MATIYH#XbCqP3{cX7SRN*H)!blJsHrPm1o` zYCl%^K>wR#s<0?Cvocy-j7fV!npMX9VemJ@`0Kb6FeLbkO=rJ3^t-x#`_6G1yKWy3 z`_09Kt0sJr$-F#U{HC1g=9CO$Iw$A9mrOxbWQW)`{<|<@bZd^a=`>c^wsi&Zh-3M` zm->9Cj$_SBO6&FS;n1Su_vqBLBCe&MK3#gtXp55=k~?(@U@-e(%`TN%Y%$+2?X0&fQcHU!c4rD;e?@|v;Gz!_{U*-S|9*j#14ef%>>F^2a_n5j zNFGjFeCF11AA@DQ)rQ?YTI1rIx^wNp+JIqcGGHZ@zsqxDyI*`t?xE8esTwZdlw+ZX^!e=ou?)Mv5!- zR8hYXurP} zw49Qw->8|!9_M3pXB;2Fkge9@Azwb|s;B*0M{$M4Bs!;)J?F5e_*rf@%My${Z2n3! z+yea)_g^Wj_TkExPp9JSp5ff`;FBwlXt6$K`@b6!;ZXTN_h+%|SseKG!$mwI1|~?L zU(Ox@8*$~v#k)@8z?YjF<62w&Q%avoP(O+tvc07pftPWCm)tDl`bL%6s0s?)-`PTZ}0rE9v7?+7MKVPZo-T^1@EL@ zPGCyQ!m)_NbFi>##?&!T4&5Ivo-H0wh8DgFEd{#+K;-K!nR6?^(Z{3<=k=|j+GNk^ znwO2xcj7$p<<)CQx!#{S)I>%K!{;Uq1xf5Y$|t58CIj~FLAKVCbvPe9YzF? z-&u<5!8!K(-8p#+FdXD`;oY-lY^8982kZ+13Ud-SU+61n8l$-D{u&2r!eM*0>#w24 z#%9<1;6_|{S0^$1#tv8IHLA6RKEsA_)0FT0UYMmfwoc#5-6iK#GwVrbn31Esbc#5) zwNJBhzvHTKhQ>{wZq5y`kD0<-7_Ula+Wb?J<{VJ!2Iyr(`&AkEtJ^7|maw_RaW?01 z1CF&$WR#vbf`zQj`rE0pxNP;Pdo8CHTAIc%j9mpshe8A_tiElF){pev_Nm~Y$;>v}5U7kr|S!jW+5B3T#b`JHC1Z%ae( zfZSAMpEi;g5B%v!-M@8SRnG?fZh}EiO5aTtdTe}BD{u685$8EI-zo2Q#V*#_6RAsw za7_8uRj*qt@XDGrlTp5bozEk7^tg-RbGg0Yf<+lPZAK>D)bs#K+B!2$NgT`{FlJoz z+w!-IsU`8Z6=BHadhUn{gDSne^rD(oBqknUN;>b51k|HNZmvuMFfCT{n5Cf<%1bS? zc07;5$x_l0`^$H6OkXsYFnJSN?r*bMz0`>l_l~8JLK~oAXzA{r5h4s0{1o=^nMC5R zA73VPHdJX02goEhc3fOPTDwWNj16hZ)ul@t1ezNhJ6VP}wsMwH)#cB3BxU|8pW4xb zvz=<~M_yjX=7nF}N*_KUB`x}DQ+__q(rNwezsmrF{31CCM(@zeZmgBk`~e%1_dJrz zr@`S>`{?sI2Vnk61({983<$@)g5$!fur=Ggo8kZONiX&6y(dP(Ui+XvZ98>n%!}IH zFfalY^Z(v9X|%#%F@@(-#RN>sNa>CB`QU=Xt_n@Peb}}l-=(z0!*=I>-VQ1~0BPIR ze!dwX!GgE=h>=+m5<48t*&@_&>3qq}YZGf&PMl5EnXSfwC{cx@wR13>)wU(xTkHDz zq=K4C50hEy)vw#bu=@9}^gYV?xM5MI|KMdM3{@#tMV_X^e)e<=W8V-My=nTKEY%Fl zTxm@vuRL+Yq`FWNOq$hKd)o}Br}<9MyG|KKciJo z^))*To$&gVWPTkwO0UM4RG2|+%&6ig({kuPbl}d${_O-B(thzl?_!8d70e#ubcg1M zO6m2xQ7~j*9g>~!0lH(Fg)Eo>C|`6GfBLwn(z)CUy>*)gvW2Fb)_IF?;&|sZ>vJ?P z=Jl>y?_nG?7<>uzJ5diAc8%LV-_}>94g32?r=t=m^|fyc=Y()JDDGxeT|S`lUELBZ5()R0?mfWVW>#;jqzGu*m8oA~bq?EOGX*uouH*dP?a4p&vY>w@ zpPhr;1f}oWle%xnAVupe?Rvpo?0hTW+xze_kTqj*GgD?=Z@dlK{ZGX^%7XU@C)blPO*5OsKuFLXGUsn1kA_1zEa+i zhy$cc9$oJ>V1cykb@eVc4i#6&vX~jbh=i1N#DDtGbUkXM@2&<=*e(DU%>GL7c=NpCcR?u}oWK8|*2D$sO%i+?O?hLVu#ch3PqxYUDPge#c;Tc?fe_ zlpv04d^CE*OopDBzfzMtv@q=L*2j{50j5trUgHVfiF4d@g`yIMNLGB*monG@$$ibt zuABC-+VJtym*r_3(6gv-C0xh8U1qQMcBW%TO_@#A?NP{?sj8`#48g4T7hjC%?1b5u z`|jI@X5(zSxuao+CFV+)9_iGpf)T#G7TxbeV7P5SrpJGNRzErq@Q?r9ivXW_h|CJI$EbdCa{imttu?LAom((PxyEco6bYyU%rWF#}{#NfAyE}XC2t&IDZ5Z_%YRaw`~B6DAXt` zDva$vh2*T44ON9=ID6VOb(_B`mQ~c9_1qDGqn!r7inVs(vP~M((q<{d-+O9mv9Ab* z&0n2PxzG=-u^}cbdfhOVqFCc$NCSgHj`TNnao|EWySZOX8P1ASH-=aQHd@awdyctwitbWgAd34>2JtyHAA7iObuh_cM22B+zK?mQpnT22+di zbe7ZNxEYn8bEPy}m8nt6&;C^?j=V9eW^@k6Ccb1!+OfMZ$)v0$7rw=(`Z--x_WuYp zwlnV(Hh5rATqDW0e5>d94-yV~$wB`gX(Rfd5=b~vQcf_>25NKXL$fRnphg@%Ts6am zQ~~u?lO4s_W&7^VdCf0K;kmE!zETs*0=qB&EaO1pdpDz2$$c=zrcN#PWkOOzo4T*i zE>-%`Cu}1d51}i+(*E7Wa%^kVm|$0Pg$c_*ZCq@^$=e!)hXGVoMvY!l`wA6j+zXlI zUw6PP2d7YbTo5*OS)9-7aKthlHjNY}dT279j&=Ish?VIct&D>~*hTwPrPT5l%%*B` zvi>-WBT_z36|}>FB%gfr#=h?`V-m7lR?Y|WyJ*DPl9_OPwSN3ec`YtHvq`}kT^v)t zYu?PFie3NIZ$~R_!?~hfx3`a(ROwR3KcrR&5Eud)ga4#v;Nr=Ey^_i`SZ04Kq^9Nt zPCu@YVH*sE<$pH~PAc0%(HGxD^+GZ6#z4&#^--|+TN zlCU}TyoGJC0>*Sf`m2&B{Coe2^+eern6;O^+~jPEYdd;=pVZ&LVWW7~2fNu}{>#sY zQ!19&F4MQ#SRRV)Mw%j~{l1v{;k=&qrVP|i^L2K}h#<-BLc*5?7i{h9VeW`M1*4K< z?xv>F(6HOzGCPR<5w7y154m<9POpb-ora z&PXYpa^QcAD;EZC8gz!?!j+|!MCRS_MZj@X{}nF`?LGNoo}`QI-rt$E{QP0D?JdLe z&-ZbZUs@<~pDm84-!eSLD+tpUZ$FO}eTP$x<%YhaWiZC$&&0+Q3T-VzT|b2kuv zXZ_~5P=@4h*>s-!46vi`M$_BQZO|;Z{kR0#2-gfdefRf#g~8s;LBk`>Ky7n`;ZXl+-wnRn^nK&H!g{r#@c_9N(HIE@b`HZ_qa8={~tk7I4~RSf)@E-GtE z5P=EB5hrKvc}SJ-N_hL?HO#a(=^k}u#Wm%~cTvUHaQf}EL_l614oPq zq+mOw+H~jm=^h5M^U080yoA)NT^e58ytw3qJ;JZ^ur~L{Y_x(FQ0;}jNW8Mb@nY76 zwRB&cKQKyt`aKi+>2`B1+rP#t&wbRo0veclm8Bp1MheI7-eod**$Qpk`DeU%KjC~2 z%^eIEz}9vXDLae5IC5*jTXE$ok^&u-Yre|k_;dG%dCNwsv?D#<)Jz)Kl+%9N$kUCZ zU4Mcu(#FEP>!I6PH5YOEbG+O8%a>s8`@wnZ_&_Ki@fDwpJBll8Uz^|5^1<>K#mrsw ze$W(kit*r+kJ$Kw?$0i@d>}8`&i;5b0i#?|=0Q*8RT(?>O70X?g9QoazEk&}!HBq7 zlF(~S>`}YSZ%!`?RK*O}tR3vCj4l4@`;+H0SxL-o}Up6PHd+RXD zags(d{wU7Y?c8A%r~%oM;dG2)r(xovNN-r$e@M<8YWtNf3t#(YySox;V9BS1|FfSJ z&TZS@X$#KHx>IJgi9$aMJMF0%le&neE^Qr2IFuyn}?(k^)3wsPu5v` zB~?1{TQ>JkS|Q4j#CzMsfGTS8N2bLOTbT%DtpLqH7qP}c>`+mp0OnOYhqHd7M~d!L z;D_znNJ)G^ugp4utF2U8cRqd`f8WQu`xg(65_KKP;!cpFYrfq@aG#ZV2ob)h(Vw&P=9P^drM13DkID827OCh z5FT?hsP)H+WR94X+bXc|xZ@;UbRE`nmHh3EJA(b&*&c}JzsL2%O8*g$N8q4NO42=r zK5Sl+SCs33h-(Gu!zZGlHQ@U_L#}T4qN%;EoH~wO zr$?E-;FkZZ%KcOSFA<9VEr@R$?|`1Gw-Z^%qL6r?ptGLC6lMp_dBc1Aw>UJ4_nU|e zPWFF#z2u%Y2NesNPg85OE{8r5eIK~wdJKq%njXw+5KiL}Nz`q7n zf2Lw=kTRNez4Z;(xBJ=@_AnyZqg7@*2P2U0NJ>S5@EEG5|Ha}0(+519dtvCFQ_;_v?}(GmZEMFep!w|csRX0-8Ta5H-9`V-WR!*gHam2!JSC4Ze};vcnd_2 z@JN^6*I`XKVtjjI9?UfDFm-i(1pTh}kF5;9gXJ5Rzx>}f;Nb3xqTs{3ps9o1;l>SG z?BHrImFKB}CP(8V9fMzC&d%2)Z2B$MvFe&oLzQrnbu5~{+z}=iyBm6zj9}b$NoT)j zFt|O9Iw=0@GEDFEzH;Kl4E7l@jhES|L+?{xp^#-g7~*cWV!k8=BbC=jF5b_?=6nBY zX?Ad8i|$j_sva_dZm?>2ep?8x?p>2@)i@4oa{>wdI!|yWZ)oZqO&fOJc_C=cngrvi zE-%l|6a#_HdN@@q4d;|izl3YevbUX4i*)yw$4dx zICJK*L2WKhxHFcnMMuCmivY`h9z!T?nOZ4$IE1}_!sDk`vf z0P2+(?wg-WaB;^vW%KG9QW_)UYV^z@>*A-8&-)j#O-9K5y4RNfBx}}p)E@!T%r-|S z_yEmTox4l><#6HnjYcWXQS46_-?CFN~Yr}jTR#w>FE=~23G=k~% z2F3$QTi0p0n&+nI!1s&4^PA znpM7;^VnAI@U-3Et2S2Xzr>p?RuUDWXl6nQ3H!xx%XtPypsXkeBODKJo^a)BM&2f>C0lKRmR6q z!UD`*Pfw&co`z|*4BrHetsEWtduA!E5vkU1`wH5}u;H@b?sHRfu#zBcoY2$C;d!VaZ4)FPSnDF4x1{o${I)+U&B{nJU~mkAB0 zSk6~oZU=JyYljnq13-Pb{&u<728oq+kM|}JaBj~@r=YDK8fZ$|vF7p(`qNk1jtUgR z;_W|+N3^tIa_C)>(N$>}X!!V!ZX^gg?p){Dwd{s{5sw=V(2=m{`_ntS@9&3kXC9OG z_=7O|+nV6Mo&YWW5#y!_iP*WD`nzOg28Nn{kk2yFi!E6f?Ypa?ej9Bbc z;fc(E!OZHLX4!cJnqPwV-sIkdmID_^*#}}_2R6@LigsY1Q$@f2 zfB!*Gfazai=Tf9jqkwxeFR(!`j%Pd+chWP$a^8n8-N-gJKURPLv2>!M-HT?i1&6 zj$1@4BxWbh2cO#i-A)VJGnzDY9~^<1DoOgd8b6%scJE4bk4KWn^;eNk;$R|miOjCq z0K`+n0gqI^W0TZVlc8IGu|KYI&Sr%Rx;SO~)2^7S(j2J1=s;V6ZVddC#9{gl#5`<&Ba(HV0F=HQ3yZhW(Cz$6Axb$BK3ycg_ zS66(DMat@(SA4-MIA9v5)4S}CQ*OO(j^v{-ZFuNP?rkd8rl!>ho!NyYZ%SwGNwLDH zV7t5GK1WzkB$(Y&e2h6tOG-??&0v!!&X^@77+S9wXk|S-jjNj#tFp0M+!(KYv7Y+? ztZRiNTMF^uvK-J@ zy|awlDh(?;_Xww&ugTqX-UZ#IZ|nC={!^vne1#d#XJC}Ia&%??FML4acuNpz zhHBv@{lgos*w%$M8?Vm8h$Ul|N*xD*QJv?^Ha%0Em$lscl6Mz&C*`r_q!wXOW-|Xu z@e^q4S2(~h_!~wN;}+jLNdY=NX*3ThvtPCg_;_H~ulR~WEhCt?a%9=9ng++m zom-Sc-$MTjL#|H^OM|O2 zbT8*6HdAilAIZH^J~t$>H*3#>H&Zb<>~ZJEDL!kUu3f<6kq4l@pKZ^_xw|l$>~ppI z3_JF}l`T4OFbatKoTMEery+T>DEh`Je<<;K@brgxxGIxZxVc0L5hiEkg+&b%VSI;i z{J)Ch;@ABygM|%^cM^Y zi2t{Z6od0m-GX?o|HhFv9vR!vBS>Nql%v{s0698HW|lt`hBdEW*yZsZCx65$D%^I5 z6_tO>yxo6b{^sK+=^-Yt`D>w%G2kSOTmN7ypz(%5q1kZV*-q??W)WClq=CNUx=q_| zNuopb%gyhycB*vU%-Yr4nz4J)eQEqnG*SXe?>0Qt!jKL`2zua+iO=Z7H8t3qD_52ksoJzqlSFzm0?+Q^t_|d)_qNx zm^DIn;@F{q9bq!Zfc$mo^YMfBxFM58@1r&ggojz}=c}tA@0_wo(Md-v$LfVE`STN=2U0WbG z;m}y>gYz<1q4NIDycs!381lST;%{RE3+Jpm?L9~^dNN&WPx~EQvQORnnbj9YUzr8_ z{(Fw)LHqQ8%@6)bMfPwp`D0{fp_OS+Ay5ls*puIOVS#lW)u%HMI`6*AKVBJ!{tn`? z^x{3(f8!jVv%)Mad8D6nHI;>deupu>8`(%aY~~c$oN&`0xozx=QYte2qdwf!ZHRD3~3Zq+|u8NcLM^KEQ6YEENFKH?13 zB7x(N2Sl(p(CAiaL==quiG66uPlCwOavAkNWf))Igf=Y`oI2uK_2xxCG*&3uj?eTX z^}l_-htJ)B`i+>e3-!K8>GrdR>_1p)op5!dg4qW-9N?RO~cEOAtM!eVx8(zGHS+*K^`x17zI!rPZ zvi^=l8nIsS8;a0#B1ud%))>ZeSY#k01qbQQmaDQ4!b;)q`TG}VaWE4gVN}MT&M2x1GLm=Ih8??xi>DouuYvbgAB_c$uoS_1#lO8?haTYygUjsrYa3ko z_R75^mjzcDe`G-$vIYxU--_|VN9cXdcsN^ni*seZZ`XL7 zhzn0RcQkQ7gc}wP?m324I9Ybz{F$shtS~xA*eWw)Z~S4a12wrg#KQ1Nqw4>^FP&Iy z%d3Og#v(MvZ0jG>DuT(=eYr)}A<*x_+;n`-3#fL( zzw~ci-#95XfiYmq_hY+Q=QXh}`}@O>BqtmTe)vRK+8O)D z-dq>>{utH;wDYQ_{h^87qJQax2=<4^3s6UH!zkH9)*`(F%XjY+pyx<~xm%vJwVs`r z@~R_#SndgugD(%q2iHQ~{>7QMk?SzMQsP%r{|hJVHJSz8l%XX$_GI967IeBub^Q`P zh|NY_MR@)N4tP2}m=5^?gey_k61_5UtTkGGkKzt&TmKTyKIRK!dJjeAcCf0_*H#EG zWxasuz`HyyNs?Ij%V(_jY#omG2@HFB#v@fP=`$V85nMee>c8Vh6%6tI+m1S0&reBI zr_=U2q_+H$7iiVOxkzQXpou!HO)x1q`;Lg?HKuCs=n_?#BuX9&%C%xSSCFi=Un(p~ zuQ}8F4Z-2?e6#h3li2Mj9kt7w2Re^bepQNg`V3*MErioh%GZJ z9y{d^<=i}G2%X=O3nQsFu!F#ulPEI`6oR;Fi<2;vPE7B8->!{a^!t z9J4^y+WsLTkPD~ITG}3ZGYeIX+wQGU#G#GuQcTe<0CsQ1QmqxUl}|*{htk zMhP_f-r{8og0K=$lb@h`T9xLooAZ~wfb+t>C$tah0cHCRyPE7&0Q^4cDH!bnZlr&wX$|Kpe#-8_)WlNXMCI|{?$u@Yw*F2hsa>HCs~e~}n`BrCSN zi9i=>td~aG4b@>sOZpV0MJA_Poa)D2>=;co@D72?w=2Qup)0K((}h zCFLx1O2)jcO!$bCbDo8P-3Op><8Z3DR}0k5B)SE6u3^uAQ%5Lob|G2)W`hTfHRN#~ zZKxsULY(`XmDjJMaJKEn-49(8sti$izKSOf!ea2st1IX0Fs;DmQH~TJkV~1ZC^>5| zV>GK6Dk6`4`R}b|zT0i_{{?dkqXcM}|566_V_2ullX zg!x|^%cI&!IQx%x=h`(7hzLC=$ee!>#`yjkK6FFqzwjjQfRi3P4r0GsLnHtpE}$;H zI|f=LWmesZBRC|NSkd0!fXipE9UGoV1fs+7MpwfpxO&R-{HwD)FmT_c@B0U192};7 zFr~%{Z7PYUo9;@(n5)9Uy*B(%6L2lzZ4+rL7dh{CRDFhd(V&<+rHMfOe*c{8-&LH= zSs5=qcL?JeGEdG(CSz$Y;oR+eTj#uk*LZo`6fEY`9r*CI7;B%1Yaez00L{w&dn;a~ zV}p0Zp*-3}q^bpar+XX&(%nzn_owJ!#mG2w#k}xVKW`eg>3_pD@trKG$3Ftaz>`A9 z-3Yx2EycHgoyOqp* zexzT*yaRXsSe%rEacL$Vvd$r#2+DP2yLcZur>2{qoLhtOI3r%;a4G1HpGf#5M#16x zl?xhjNiai8b1!yQ9Z5AGIrMKiVZ@Q#9k;yp05yH^mD5va7;^ur5Z>dob=1V$U2{n6+tAZG(So!7$|aFG z+i^i#E|j~MjNSG<{O^vH;(EY`7TNA(91P17iOm7%7s~y|l97iM?c(PXweNv#>b>vF z+8H>z>$FGxZ#5jFKP+a#&ZJ7W6z5{8KaA9K+eCg-_F^4{y8KhO6e$ZOAH;$zVOa2G z(&FG8w(>p=yEyk6b3L8*SWO+kUfq+Y3 zj>fGDP2*td3iJCvWzaBtfSjS20JFT3bj?z`ahZpOL_C=Y|8{E!7zDh*`LLt%SF>** z(NEO;)6Y>zli|5B@IDAuOaAF;i)uqN>4J-g6#=^5a!C2tvqRbYBWx*Nrbu!LjO^SQ zgc2OP&2eVqxe1Kz+}&mby;!6~yAk-eAIgK$k3W5Hpi1|q!B#`w5|_l5z4fgbnJI69@#zmK*6NSesz|@VYX7_co+x$o9m?{etno zc{$9KznE@ka3zp!YtDNX_YVh)L%-;ad&&)@EC3t5AZ zD%&dXxO@j@GA7RP4v0gCqu;f>bGBG28f=pO#{x_LJ1Zo3tP07xRl)JBU8)R$N`1Sd zGobS9zroQ;IavR|sM-I~7+XD0CLM6ufM$hpVphyinEk}oQmQ-vO>7^Rk1hU$27{R? zv)uzYzu#p3dcis9`!(;79r6$sxvcEhQdVGr!dC5k=?rxI>Wb~8t3v7vmM@mxJCOR@ zNF>Hs0`eZul%7;n#Ln@qDzi2*sCT0IexC6$Qn(c1Bzz`*rmtss~lI(I%%I4{f! z3+p$}(oy1|{ucL73*|46;IJtm9QY1O6dK*#Hra6Yu|%FXyDKa%L{YW)w6M9%Ec4%| zWlYzS6R40D!hszUQ}4Jvv0Q24xH-28kf_Z&%Ek47l%ptZU{C^s(_c@=HhhC6?*#?V zlC!vQko_Q!FBnN2akvUiWzeMtpuetEse&|eA0h8mA_XKsgqJHNehXxRv~9<@rA7cWBr zW5?9}w_z~(pfUH=BlfL+*QS<;*1~*_$U@}KFWB;|G4{WQ-9Q$3@Uu?G31%kqCE6cL z!lb?|^$^%oPx1sOKNr@=q}K^h6}GtBJMNjr zOX!O*%=Z7U01M=5SbErY;(XGtJrPQ;VD0j8*LuY*o~@$Q_08l0irgdB(zGT5?Q>FV zC#xGwDV%N8wf+y5MDmBOX}`zJK%wRU$v`9qN$fqC_ZLW7H1_AX?gJ(FKktjg0Id6) zbJP1wATC4Aze(Stm-J`hNXNT0oGJ6x~`GK-qH&(=DE5}H))^B`oA~ApEibB#g z=tzy&Cc+Y7oyAaOCx$l;+7qs<+9!@=eCYi!%yn97I_IUpXmkUws-h4yOs<>$6D@*< z5gH10v>AFr`O@BWZuK>YRBhb5fUV{ao#Qjyv0b@uD2s~;NJf6gdn?zVPlxZor3?!k z&#Gy-{Ct2wGk7%Z<-943I>ctmDA?d4pC?<|FaY=SSTc7#15FV52eFEq(h@& z)CFuwxk*TS>7_ayq#0+ z1|xS1_Rrb;#`c^APFg`pSfO=lQu|L9M(-=uY&)oi<7@`|4Z??TIJTx!;IK5*_;|mO z`*jeGO!rx-xV{kTfK&Y5MPT!$wZuRax&Qd-y5Lx z%?s_mcN2%ony&q6uY~$d(-5h1r=Yy8ur|)^FwTM(4<;)@{PBxFx|N%7LDccs%J6Ay zW!`Hd#3l)wB%ZSAJ{g#EuYNIaaSl2okA<9-pM^|wuDvHJj;Jynua&u3w}2xI!B2HW z0&wE9u40*lAx;_*)VP;bko3KpU5Di*G?9fCH2vFffGsn-zi}0pR_=)I%u~WL{^K_t z&(H!}1l_ zcU${8W-WZ@WojADxlRR7UvI)yvBR;Sl18y8Nw!fTJ`P*SzEag3!`N~YE=ntyLi9;F z5C8r7FhYzN<3DeL(+3{8XMZzAik?L5JEb0|&hQWwx)lv07K2I4HVqiz<{)zEOd3oM zn23CSVS;M`x#tf$7T{E={rDPL6h@v1x2Z!GR6q6#{2-f-Yo{g33O%xLqDk*r>VqsK zcT9w8h3^Jx-kh8cCl5^B|5?|pF0+kZ>-t&yzNEWH%yDh0=N^A%0W7-T zbY%X_kCQEo^RQ zmY=C#XEkXq1`L#sf+ z*@_40$fJ(+6LfhoT=_s+y~I`Mat}&7`F$p*d!dJiN$>3C5Zp|;8=C*`4*s*}(Ym9v z4{Ejk`KqxesM6sJZG#zKEIyqlb!NT;`&S(zVzLHt{({S07YzyQiAH70<3gOsXxc}) z_69f4A1yoX`x}NF#yXkwcED2Rp}qedoP>o@LBT5vub^bsPB(meHLPfg8~^UR0IRoz zZeB{Mg^`1vH-{EhfOLFmahvV{f$eW|79Zg#P>6okXJzT3ryK)oFz>(IIbj?YZl&vtr1ZkUvE{xlFk0ZK}pS6=xhD-`Lr7@rdfJ- zTwH*5JC1>Wm$!PXXE0&k$4|KNem+iU3(5BqKVzJCQ; z!umCGLU!Od`{BO@Y0@yzRYEvA?gGuxK8KtNN?}USkFk_j4~GWWQ_O~0kZeja4nNIA zV7N3Z_LXi3=CuZT&Ch7SYHb7m)?CI5!P?0r1~!|S`< z2Olirs*0Xs_>;>p)b)dJZ?Pce^Cs9fu~cKpT%$vDzaMnmW8ma`gz!~t(v|V`6Cfri zL_FS}igVk)#vUB;L5i$Y=-HMXFzR#UZ-k{e4#^rH<>ok#BS)9HeRkNu@=XJc4;%?t zs<-dMhtMKbCL`lj7RO)E+#^HLe&vayeWSM?X;Cm-C8$pS_imiZ&<_r>uRzMFj&rA< ztRwmLBe6WaL|FV}cuKCG340CI44gt4G5_C%Gk48C;=HD-BabjMERC;?7RheM5&gGi zNxMg|tzqiFE~9wNv)J!;ws8|S4E}04rijAKB?~G?K{}54mE^X6c?i?hO+}k$*ok2Tj*9Q&kJA$R&9bg3V%{~Id@ z-6yyOpBxv&p~Fz;Q4j=!DO}v?A9;{OgZMX55hjNn`yJ@~2{c~YEY95I#rfM}2Fxn* zkm*!AW^1I3B*nHmTe~?`+BdDfq_ujOirV0P{V@e6f_G0iv6|rWi|ZAM=><5-QTA1p zJ`4Z)Mt-R5$%g?B!Gp_tpJBIR*lON>E|}ZQcx3re3D#8ql6LU7;WA&a#^2#us0c{* zv`?Js#NXQ{KSM$_V5^ z+qyS0IoRJ_|14{H2KxH5UDEp4ah}Ox?8l`wY=4w|=7w@Uc2r()l2R&yE@x&ZwuM*t z{;SV+-7gF z!~8epnYT~HadvX3?Guq5<}Wns3cpywfxR9_tro*zR4^f-Ou;CxgyVST-NX>lw zmW%cufwpy{pNfrP#!riT=|lNBOLOsRZ;(7@bNRT!m?|) zHn8Eal<*D){1*E6Scl@M=XKNm+auWX{_fK7*fq$RkYrYSZ-Sk1yv?IrO1Kmyzu_$N zT$O&+!Cu^d8A+Ft^K?urq56`6!C8?un2Fqd*zKl2j(eQ&{S970ir$OD?z8JaBpU_aEwn)Gq>@y~!|Gzh?3?B=X5=u0I$awDa&PGp|3@b}w zF?WR=?MCU11szy9tkHymc0lo=AGvT$279L`nUiKLv5_T%F9LANIh8keNju5$=G=2hIkbWiusv1%a}le{rQ7d8XB-P;&S5Q*HbtW zm3*RhC(YK}?)Q3C6@=8bXTlf5{%oBu3n$^&Atc+;C&oHd!CdyVu62_xP8~7~4dHx) zbDtzmw$I8S<&56-XSMsWk4b6DRQn9Jm^|K4m(*5eEaRg6U1J2RYFxS3-GY$lG^98M3cGf7stSjr<*SwwjUdNw=&RFLF`T?SJ}rO48|E72j(-~A#{qH8 z2UB)YFy5)bYS(WKlvi@Ql^5>eim#0Dw}RI|<*RV|Z0n=S$in%^=1?#awKXIx&+Gu= zdCESXpVyG8JxkqVdI~xd-~*jH&3QZfY;|F#$mNM zY*JG>p8QiB2Vc|El)jwW%FnaU3PuqJghgJtsa%DP(C5dpC7E$q(88-SJ_e~r#>H1d z8VPhP2P1^D{9%H3&)VsnAt?M_rV#$HO_ers@5_gNj!5O%6lDvthH0O%K&zMXSn#P< zU1N10P}L7*vz=POX$!Zt(i`SDK_Ml#72JY0g;aL-FR`%ROSexmY#ds~MdCWny~7t# z#T-{&%i`#NIuUH{N-+D4Yd}Zy7W5PE`L5EZ0cm;JhAH_Yl&C&TkV$%j(_J5^tMcg> z`{2%T#wu^fUdVlWtz|FN`b?1Sce)_yR&nlr$G0#=sA4%e8VwUW1+SR3`U9CIY#=gZ z4ZD;S=Q8=pFygk*Lq1W58C4P_!?k}%*&Fe-r%(f1oNM0KS>1x>)wx}A!<;~I7+eaX zqpH#bikVThhJidA^Qij!L45C-^WZXDFwV!b>TuUTz}BUd4+1Nl&>y<(;63YTRhqVV z2RUy+4E-zFw-Ty~En%kqXJ5%8ktyz)zUnLW4i za@@x;aUa@J?(L)8;ZS81eYbl?&yO-nMLJ0^=)#j_jiBy8h|G5Huf zimm6|ZjuTdk>n^yxb>nR+wShU=w!(SZHMr?r`hwbIk zDNJG_&^ffj@RIQknBbOY86VX`qKCz|kl8`3F{!>7?y&<#Iu0{ARFq?Vs7*ztQUf$( zZFj$TITu>Ka#GsNqL8e~{lNZ@HueQV!(U($PbfelXy$G`$BB zfx@!L>nCs(daZ1k@8mQCHRJY4y1Z}#&5?(DPRVMi(uufHYQ#LC$T;CA@56GKGFiQ0 zb5)4II7-;=|2-L}C+M0Alazt9qv992k{d~d3Ys;|r*VY&jk=`PGIj?k=#$@H!~XF! zarYCOK+O_cjC*XxKW$8pYzV>-kej=L0(-D|#MW2h$=@ZgWMPA*&bmeUzgS*nGHT849hm$CxpOKZ zjtVtf9CqTGo6av>nif6$p}-LqeuN!;bnrA5&_55D*>e`#`K)U=*XChlUySJUhixzx z?lw}bbOkoY|GUg-8;+e;^PE?A`e5zW6ml!vf!VX&XGCrn;Mz|%S@$!HFr1*4V4EWc zRPI;*{(B&Z9d}PNZM$|GhilIEXpCiH(|4K*?VJP{D-z1!GM9jeb_?I)0B(%9@4K^7 z*bBz9dGD7O=bxyR?U`}4Y%;cW~mg>*jNb_nU`IAY1 zv&270&o=Dz(`dwMq&qH>AB(FuoWUU84QHa8nJN!r}e)p`N=+FrmId`tjx! zqzFGhv2o=yZ1~uT2ppTlRk+?S11rqHJ^ zydMmK7?GBvoF$Ga!DrYx2DdnKWkizUvjU><&)Q19J+R0tbLm-{4S{jF)xarc1u5G_ zFRAG>z*zFpx9(>iV*i(rk&4nZsH@0KxT?vDlg9bChA99D5 zWV=PybVi)f^s0RGDHj%RzFxg^p9cwx#&PkSj8IWATF4V+j3`&WdF9|= zSpLuwMHaG#8kRGi>zn_ul2DtxZYqW&KC(ZpZrp@%FOJZ`@hz^k<&{j~J%hu^o*!Kg z*a|W-CC~}P*9y?M;F!OrDCJl&Oh?{%N#NN-U}E)1KDAMUm9)C^ z$sgUZ*V1d`v*j&S+FXqqC2(5JmL79M zOxSOb@5es+Qk7=IEQexsAI9GNh)VqBkL{>qL^<{fyM>%{>c2DK480-uoGA%OvU3+r z&Ua&rhWYcHnM`P(xFwuw#sy1e--Zs}w8p{gH?*UjMcDKr`p%tq+8CM9X|z}SE`e^9 zf3~;fGvwV)sv3~9RHZdK?KeYHj8iS1PahjKVv!Na)0ImPMpEXY-hmTLma9eWI&P#& z%XcuQ{FX81@C+*H-0p&r@O_)^&yAqO$<16pJ$|{jj`PZqIG342^L+)uPGaILP0k_z9zdXmHJy=Gy>JgZ3s~ zJkA9ZzuD)f{&iuY2%FoRJ@ZJRMK%Hbi!e+gxN=>J0rGNoMsx%jsghTFdWiMl>p68@ z?tv371|RIdPp1#L)q=%AC$8i0x2Cso0ZLf&dsMBnNerfvoy2vI#KNS;J7a<=8_W-x z*|wg34%7j^iCyg6Saj&~qbGJuF!QAQ$M)H4FdBV5e&5$EzRh`6@hPZKJ z=yu;=zknSk8Ss7-e;164Y9_nlcy~fSAumek-8W1(xS_bsn1!8*9m0kaB2hwA;^dqdFu#Du(eRX#l=8KqpJ@H-?*Ph$-j&SK`)HGc#< zyvF!B-ezKxk=%E#@Q+w@UhamiTmcemX63A>RxnS%!hqmzh%p00dc(a(u*UOZ`y-V% zkm4M*aO$`m_U%XxUHSVC$VU`NI++&<4C;T9<2@5_*|=-%UOFERh5kvlid;o%Y5o&S z&Sh}7i(R?mQUlG_6BM5UZ)klcy8mlLB7rvJ;e@jB7*Gm0*IRC>VxZ;UD`wUYVcA!1 z-vx^w*pc>5SmMHIAaBMF{Tq(M(O4;NomCy^yKns>$<78V5)HKjB4uEiU-pE$Mm}Z> zG@SV}aR;dH<(`FY9EWC^qPpNKxj3anTD2Nn#g@RDeYqZ2Vg8a=lkcOKSk~z_Hfq5E zBTI^G!n;lI{h4PZ+sCc=qb%fU#1a=&HvKTYpq>m1Q-ioz8q+eMx&@2ZOZC8_hv9=gi2UwrMGh2a9@fM-v)a@RV4!pc|xsLI>? z*2ex}us46yf9-QPrO35IOnC^~lH0w4=$_#~MX8S3^FL5EnB}+aLKyU0`dgcvn#WQ8 zlQHK%x+3{naFF#80f@YPIycGW8ALN_Sd2UVfO#hUJ4YMZU|L_Pp4b$I&3h{YTZgxJ zW2XIy`R%u=^q+V573etP*tL=x)4QE8yqun!wLSnvDeUXPEGK~?A3ibdq61YF71wPu zezvZ2Hfl*kRUAmEpe6Q?3Jos&u=r zF5KMTwe?(@?zap1;?UTx1Wg_;Ri?S@BkCEISQ~Ksq8~*Y7Jmm+iV6-ub6U`OX^J`w ztbgq2Dl^5dkl2#2NO~aXT*!9V;+C3!0`U1o63n%IJ5AHNj)UIe^M_2{VAuSpbA*Hm z42N+{=5ge}*qO?_+L?5$y*M$uYl<0%f8KgjEBY2lug@p@@sg1;{5R?XN@2(Mn0}h8 z)&$yDHA5%9y~MuXrgY-5`KsHhD_Hu5vT&&5Yk69FA>^@&+1iFq;LO1eqx`|GK71E4 zch%GmRw6$hOZj{P3Z2UjI;A|qjcV3{_}(d?D2~j?8$H67)Vrhrtwzi){cqC#UMn<* z(9*IXJ1p+}*WOZc89jArrmQ2>pyjGmYxBQI95b@}T^c$FLyb2x7k<5lLe>k!{j!YE zA9#4ET0sh_&N0rnPEiT;H)bw{JQ9MKWy@19`uTAxf4YpR!vU#I=M(#^YN6`nP@;~_ zQ<$3C6l&lw!qBz+^Y>V3aJJ;~+YUo1Aaw_4b4vme$FtqP(zpRxZo`)Q^+{OW__}!H zq&9)}?#1D?3ImvJ3NGqjvfc84Umd4BkHK%CU;K}b0oxS&VWBk~y)JqD$CTHEor`HL z(7J|5WlEqZY=WsjVr`qrmzVsed8gZ^KeQdF&0B1dem3 zU;Hetg*9hiRjBklCD4w9bzL|qtI9Y+tS|Ft#@35GgE8S}u=v1#b{GEb0!lN@{Z{}h4-|f@{9%A$Wr;(}RW3MO7TdjN zAOgGnkJ`tQv#=z!dDmRgFQ^C$y0JPSiz^=<*jAVKKt?Y)WzseU&wcdlR-X4ExxmS)*JBhoJ8WHNwpND@Fbs4sf z@mQiZi#T}BWx{6H43uYX?>wqHiQgybg^2fG5*Y0!9p@KAk=Xk0R4{2+mFDC7 z=v{uJu>9u6LK9aw%)V58q5Dh#T1~o~OAi|3%IV8JPK829c^Ci8;k6A6^h_G2&V<9p z4$seS!Fsm}Rt;jyn=FR`GoIWO_TGuVW1PyYyX~N4y?EE5 z8^W;orN{bSNd)%xp1WDb#SeY_Z~UlqbdcvK?D2ua8%b}ywQRQhGqp+o?03#Pkaus; zIh!Jc3rV-sTTJ)kf~3t)yd!P-s-6YL@|m^Q9y;Q5miseTzc`rC?7m{WbzXae zuNEip3Bl@>8*Fb49z(HFey;bM7@T9PbCVx=g9|)vsgEAM#Npy^1xi7}Fcr)zxML^~ znu2Il2NGTaDM&?5^mq(5EaNd^Ed!Fef{k<|l%PlTsl9-(CJ<@dkJ+__!_=HXD4BN< ze=hL!8voai)231n!+ynLTV-b9k(oZ|l<4ysRi@zjQ0CS4BU^rTj+Ds4xecd2oui*E zI0ge3T%34WnX%z#uchbtIGnFk+O{WP7fimnvNobnij=T+o`P4L5dL&>V|>e>*26ti zqg(bPm8ORCFjWf+ixoarFHBzP^^9Nl|sp|D#T z;zgRGcm;)_?{Ng<%$;a#>YuxC?6N7;7w%f=tbU8+oKt_Lo4R4ew=9;F@El0PuUd-z zVzKp1MXbU%Eo`;ty!E%u09TB+r`@=wN1%m@yT7>9@lQq*q-xec(6qk3mf0idH--`-3V1<}gQ}=(2Fd0FpDSlh{6d!^RTP zCq3cca3VL)`fc$S?lE}(?OrEu}lK&tdGQE{wX?GLGKa4V38)Tkmmh%v74#ln&R!NlEpGt#=Qq(&}U9LZ%83dlE7S zjcj4!_|=Jlu_+iMn0X6DGr^#^A!GkzMVKC7ej6uUh(!q{Y8RpmU?9HpXYBqrIDc7m zG1!?OC=OgfbE7#hTju-PRN)$qpY;0SrTG?{zI>_uv)GTbvWM!NI`eS+ov2#%Kq&O< zCtdYZKZ=|3k7{mQiH2GMlY3e5%D7VcSa-Z{UX@T#|gr=Icw)~78 z(9;!hPt?5tS8qT3Qmo;LRAGU`#PgxpHu~RbQIsGsUL)3tt=`5w?RV1E7UG!ezsfha zBnY*yXyodAH-NZDa5YS54VDs8xXvZr!FFz*joUwe0m;z(@5Dtm7_1dfDNTI?6Spi6W9FB_o8#sqVht%W4 z0f-|BWO*&CKA5Tes`x}G2U ztPDq$a)2_!SCF6}2%RBULMBL?&?HeOnIB$<3qI|CXx8;`&d2M1#*aQ2T{$P&^uz;N zdv2VOy+@1W)Ne0HUxsmczvA`qd3zW?s7w9mYKMf;A%|GIv)G-=!)@-p0`+Sjv~Okg z;}B2i#Y63ZFjo4}f1l?;q+WUuclF&SuD^&pXTixxpdCB)@IPcYCyYy0kh zON@~)&n#kLLDoYGtLx%*VQrl1T52#{Ai})A>X$;=O6>CRBc(5@!2IqW+UTp+P+0R= z~JH2}i=f^{jIY$45t{r>m zw&`zTXAU>rnb1Wj{pXRg{BH)AXbpb%?!5!!UrKuZ^ZW!cGJ)=|Uq=AheeZHm*91^l zE*Hr5@et^Z?r40Si+~Yc+BZkHUqgzWQ>n}4VH_|2sHLIKfuu35PrKP>agILP_*k?& zkS`x(Y62Bl=B)33BH53dyDr|-eX9tw={#=hN*u6|b5(S=);VY|NU%LrbpxB<*B%^j zr$S#At#8luG*vo@(4?%r1SE^G*msvPVvO-oOTWkv9C1#6E0cB)C~p>;#fFa~$>{eK ziWy_EuXq;EspHUa*H=~5vXe4bKn<_bA1+=J%lbJpe{V#Npe6>uK zm+=6U%panbXI;bDYcr=8Uh?1)^PZH?!UfPk9%y+hd<4fbo&?1n566Kng{)KLWf+@$ z+S6de1pVFm$1P=^VVBA|3C7z*tcwu&BidhtT}9>jMm)hd6lNR2^yL69*S_f%{?8tw z#DgkMc^tvHE|;7cS5+*2nPQ)4oB``^)A{=Z_>KM(h zRLpR^Dc$n%3rwi8q<6OIz{s)N%A>J=vCB4p{K2WO(9CjflIGkSRXP!jcsuY z$13A-PMGyS1L9lgV%N9OeDoPsc3wCq@j3ukCf|`)bA4b{VXZYMu561x4>LcxTLcs0 z!h-4-hG6M;qnNK86OfCa4)@r;z}CHqrqh&8Tz0wgd#uk4=k%DuzBRTX*|oUh#K<~y zp7`DQDzOebV@=NKoGOE~N)vjaI{+K`>NLUEMsdjR=iAJPt1!!Hh1e5sK) zg9?{6nzk2P>(}%YP!-t&_Q!-%RetkgLYT_GEV-*NWL49oT@?p)#q_NzxntO$>k;?k zAs5WQ9FNVaD8i1i8~-gkYy;AGP#2TRWdcp@&me1yvoJ03>`KDt-7p~_z?G|3ftjj~ zdk0vAU}pI}o4;Hcx|fooXf@rizk@#D;*-138za?c86^#?*XEOTHTkhd{`f4Xa~Lju zV1JPP=1IJ&K|R(U7K@(Ro%Q7GtZWA z>4e{V1BY96s=ucy(_FDaN8U@Aw!W&#p&*JB{RHm%fQJ^gXf2ZSz#tPtm$Okcc6>}3GVOg#F-S;b}u6nAQO1I z><(tZpwE#1(<2ek&%$f>a!3IezA)(SB^qM;k+w~J`|CI_k^0eM<1~H_7`sYyY7tjJ z`wHa`GgPMjrH{1#i`Ip%Y^dE~Hu}zjgRl0B8L=^8_Q0Y;fM_*t9J|}xblreJTfa{C zqCE^2i+Kf)#ahB*=Z5M0STyAJpOg^vc@B*Qk4ASsdI7Ty=W{CF>B6jVZ_LaqW%!-(c~u3$JOFKQ4$qFk@*= z!{(%qS7!%a;Ve_6m7zZp7`_b!?%h3&6FkJZD-Y*kByykk!Izde!gwr^E|>>bcQ%ap z*8hWf3iB0dzTHsZ{?&HMB>+pGje33HwBE9hYmat2|HOH-zs`FVO=0+hnBM`P0q8$y z`(waQ6^NvgaZ=zRtX}+jtYp&%DCbHQ>&O2AapiqWqPaWFzfac}{A2-Rhe*l(R4y2p zXh@29M#fFUNalAfhS>5rs3MK?G`1Y(r?KEkgTWVV-@-eSupn6bXt3&Kn0c-tW8ch8 zpmiU~eMPtR`LyVe@3$r-8acH_AC)K2+!IkM?SBFjr=^5g1vsJXLW#?p?iLv79e?{` zWB>;>O#)b}NkDXdO@BK+b@hKem_4@N0!%~>yvi~zwn}o&R6;;xYi9u;zGs(&!82e7i^2+}a#36tF z)bg9Vkr=b<-+fOLn0cj=cI2oy4v60j?p-#8!a$m80hW=|>*y zzV?zgu`LhN9$wni{=x;l5@(qNjjUnj?*Lt?c^u|vKc}3U+JxC*8NK}tML^Ve-7LkJ zfK9??B08$4kjT3HnzOnbDi2L%UwN+!OIdrA;}2|oA9+`=@D3NKQpj9-BJcrM1|}!e zw(`C)B!ik8t`CF40^5AjJ|QXlz|&{k^4NUg#)|;DBpf`~`Reb877}-A(w|b>i(?ay z*j`H|z`z>)?j&0iZ2nU9QvUcc9J$@(nAmy{+jCzj%-lHzy*xo|*#sgEoP*~Uo8!pu6-K^Ec7?y{llR6t}yrZd`;-f2&op_r4PhJdOLdt zG7?X9J!Uru17f==!^yk%f%@{q(tkf;ix1_z*x0k6PQfOvN@Nf`gzl%te7*w%Qt2PH z!gpXx*%3vH*$(Ii&g_E`Vlb~j*E0# znBNn~bNBcXhKJFeI?6BxtD=7bu4?>+7A4!t6?t0dZjN=$oO^+bI*MgARA-pI9b)?W z+D@E2yOij>XBtbQm2PEfkYMgyu|NuYGQ=mZRf!++!09~~x_-!9BhVVLGiVQbLuKn_ zgR}D~IQdXY-k<(AxZCfUstC8ok%fV8@!P+`zxlEPtIO2`=h_u}eo0F3Nkd*?S=ioLVx>dg@jSZ~0Tm%MolhW~KBun6`A z>b%FuZCVnx%V&D-J`{)Kp~&~sH)5gsqh-_Cms?!CntTM`^kUKb?}HzQzF@7!XP*d@ z8mJFf7}Irpj19d;Csrcw!C;<4q58xSMjg$QP@lGjmd)O4k_DbXe2oQOkIrH3dTe9m zm4i_FBgl&3VFrO_o;4sU+Y9Gri+u|3StG@##r5`R5)935XpS?TBhUwb_^9AF2cxI< z?u(EsP^HCt{C|7oae67}pQz&v?9IRSBwWP+`@0?2_8ig%3cUL{@_Q!~Jd#s=`aBEB zNzeIj^s3{O=I1yDonDwp*Zf|kVuA&CuClKF4M*b2jEzoU7fkvyvC)`BV5`G~)&Zj- zY$EQSy;FS_=2KjX4w+P9li1sxg}(oA=|c1N68YWGqcC>KD~SZPKi-N}@7x1jN2`?0 z9Ixa0x`*R031!T*{SssUNdl+#B;cPjve>pNz%N8Z_zoIbmx??^3ur2h7Zle7m=r zjQx*J>8z5+aQt()dXZ%rEY(hq1$Yi%zmHJ!s@DtbI#hA}c`GX{&c63hkyR%zNWKB88by7o#C+qelx< zq@AO_tb@?5GtqfNDGwX(IGL7py@$Ru*=yIxR@kmZyOcQf3TyQb$HwID!0dN{#|{fz zf->dlgfGl`I4e2T!T+rtCUt!VU%JXd&&lzXQQjxm(QK~s^NSrcow%u@_aM3pu@NpnPgtCvS( zA|O)-7B4+8yYZqOXO#!G6Y~S0Kf8Ic@$^v`{~twX9u0-xg>kz?CA&~kDYR!P5hHh_nootGh^Rh@4s{A%$)h&`#jI*nK@^^OmQpZ zO(K%nR$U+0zJ-Z*9Dj`;$DohxAL&C^{cz!&PWM?aYi#(YWOR$R96Q@zuiw?+!+v3p z-ZyEpxNMr=;*og*XDtsuE~DD z-J9p!Ib)=OEIJr+px6xuG!%&9}WN%x!c8c`VWxkpSSmlhZI6CNi>f5tx3T>QwJ z27@EV>uRYsfx^C+wUVL$l<2;DFXFSI?8GyO;!W z+qvtS_@Pe;s%Fpf>j&?Hu|HpynGQZB&2;Gr{?I(b}QiT(GihMyz7(5e|kl2dyVu#16Fy zQDL4Z*eZUh(4VDayLZ_MoRv8NbI!RRehWN?rdYSz2hX~~(vxzLpcOkLmNo2hxgG|k zjW+F9uGhiJ>(7Ux{(Z-xugjl<8fl8a6DwPQo*sI{G)7TRm&TXDLF}(au`7n;ZRxZ4|t@Gy18|#OT^ui$h32q_R zZGKs6)h5PIL*qt}AFr6F{LYb}hC2^$z|v%4!|T5Ru;!!mao|W9CaZXCzM^l$^@9l& zJ-?p8W{r60+VzXrrDNADT}+4byWh%GbKAkPhN8{DXDEdOO$JO=WIB2m@@ zOfbc;s_hWC6Z)t{+ZzOhp?BI*X}jNHlg2QMWtI>QO{c2dv}=T!Z&QcWMpt3^`k;cx zVm#I}4`>(GOXB+Esa{QsXsqsz%LB!XW>0 zk;=hjsOCNLOjhj~fx5)0q_Sp9o{A1zxG$ZDarWz~MpZ#DGiP^?XkdWdU-@gJcD#Xq zd}>X(_t~-jQoBklZ6i>2dOpnDa}3Le+>6hI21CE@-QU6QsG+kl@mr^KJ`nrMrq5{` zz_>~A(H);Tp=R2$)EwI}{`IqeA_rSb^8FHSE|Cu;-G;|)j``6r857*j-PA~1VCQu(dwQ?#X8b{-r z=FS*5!QAW1zigdcxB1o0sOr5EfqI1FPMw7i*3|SrP81lIr(Ri`)_%VqmiK;dJ=*38 zqcc}GS>x=XSdh%3G*^bB>Eshyj>_1=WXt>%y>OznFugKR4aqN0Q$O2Nip#Tq)oQeY zvC(NaO~nv5VaL}4H2vM>NV4D4WY5nGz1}f?w*&jJ6^75XNxi_12lI&rU*Dm(z`=!t zk4K>Dp+I?X)H?Wn6HvWAm4M?Er*Z0ckyvl5?O4VtiC=k6;@ZitxR6YvZhlG~s$v$C zx!aO)q4(5#)ggUIHTdD0n0XBrSkDRRre{Huh4)@Y^=ydRvl-yzz8jjJ@2>eTHx1kF zbg3QDZNZAGK7!JF44{?&ZceG_4ECRocJjIC3Y5R~>*m)_V6nnLb9K-pb{{jEzQE*& zofk!}Jb&DVr1Jxx`|sVxr1yS*UCw*rVpU4y*MIvlxz40Z*YXRF$s2^ana9DnjgXHa zt2)d}Iz+qcM8KFMpZSgUVOS_UN?VtH9%AUtrB?SZLdDmY!YT#cSRZQU9Ud5orCb`) zPTH5Tp;b@i*3MHfd%pYfw5l?8$}TxJIv*e~1WFo8S{4v!@6?<52^itXnZwRQcVFQY zB~EGAuTwCX^Y~}}^?x`L{=@XZ9YLtP(sSu7`xq>|VNVa_Ylnj9kDhTEZ=qkSwY~CQ z0W>!h@!8c}M=u!xp~K@0K=5J~q>v|Z@(cZkP|Y^%*e(4wUcw&+)i+-LH+m4tcw=hq zN*J&y?GtfW)f84`)daGF^kK?^jW+3s4K^-oG{&(wLg#;uZr47$BPnxeHK6Vu_7B!P zVNFQIDh`(3^QQZug-e$4OCvoju(Ca60tT*lX)Iuu#kBeVH~7R@@AP8CKZA zf=MLGawJEdX0s!RK1UNrBMlX-t%*1m$26^=tc#pG^9F4nnJ_-jExE@l=y~K@#fM~U>c33#%US>2rg2XCDuMPce|9QBd-{bu?Os~CY zJrp8`F&nQa!uwL8R+HP=xYr7r*rU#Ne*XZA*R69Li)L_g(Ao6%4QWMpVnIyLw2h5BEc9Qm?1*;4 zY&#~0fWTe?&0CkE11txyG2f`~@MS4zs(a;bDy4uc@3>ak-`fMp^YokNn-78f;NLr8 zg>LM!u8E&*`-2pvZim0mzCp8%?nPhjQphXy&Me4o#i>(YvTc6+2kCpFpu|v}cOtF?aN28&ra+r+ z^j3XyBP?Beb2q|47*++|dD%{JBFRQBpQGj^4D;&*?kPJ36pK_Eu~VWj_dNDO(6Sp$ z`s(l3wfu#BlQZL)=j$Mv+FI_;x*E0@we$@~^5Z<$v4gtuAAwj+e}sm41v(@%bT2Jt z!}Q5M9b?@G(8m^I<6_ea8*P`GGpfwctx;xj!Cnx?KP^^G@>^h6H^t^dmkgAf9LUco zo5j%twb$n^M&qQC>KzWI?cC~1%8|Vw1glF&3cZ=GqS9^7opxTcNLFZ9xU0LZ52{L2 zgN$v?&^W`K78QWw9PTVTzkG+P-QxSGMW=BlEje!UT0eBC(OfZQoyC@YNA6MEZu_v$ z9q;eTwb&d|n0n5;6Gk7MG_H~n#U77KzPx9|p_|j;5}%C?PB2Kxzk~+_hTYXa))>XH z-7;n6LgjU+pKHG+DgGX&D+EPkdHv*?Q(ye!@!JFSFY`P=ARXI{JSbn6AK<#tIR;|f zMHo`L@{lK85}MaXpDW~sptoB{%&FN0Y`dRv$zXyF){jpd%`|m|L5+Kjy{u#`Fif_| zj}L`$w(MLgF+-f%6btrImcwGM@^R6i_vp&*k$g(U7!q||4YeNc!h&gb71Lp78229; zXV`NN$2hONyshg68}dO`4L|2`g*SfL)2jg{VpD`CIZLqdO;VrZV-r{qogi1pE8)E2 zJn?T?F-$Qf%$wvrL1M3M^vB{ADk`eoR8;KlFd+U)=6K^lm_KM|Kyk6bA^%v(c%gXc zQTrFXM;u@*&21v@;&bR#+6rZq{tw0%PG27=VTCb+9IGOCd+>HEAGCI;!=6%Rv{`S0 zyx>un!wUaF?4wr+xhu|4yz^G>kLdkCjCSW!O;E(z%v{SI6%Nqz``)Tf|66Qd{LbMv z!ULqQ!D%fYZsN?-e$AoH7eKV+4zF*tz(HQ+*4#2@Aj@3%4ZV>trv1Ziy}JS@$1a6< zzE#CvX)9+8%g$r=OI@25brQ^c4Jee_=ZgcQSvPOaJOj$$bZ2OFI`rhc5fW@+fyOM| zD^^FDu_dw8?t#tRrY>&kmCc>8gVisRoO$w8r4X#9Oe zK6$G2lcu^x6!>?y{37R$3s8LF#@Etk3NWoy|8w`!JkB0lu5(i?fUHLk^I9WmkyLSD zQ1RkU$Upd-MPWl18!ba?@O2>6TV52Y$lQZj0w>O}5h{^9N>0h0`i9eDX@!r?_;Gv= z2d9Y?80c;}GAbL4>$u)X&6of`dp| z<)eMXUw&4IChaez@~m-MfVV40?hmY6aL{&TSK;8i=*O@(jxaCa-#9`miL>czO4H}w zV)~vl8es*k&@y!UWnst_96H!3@a~f}G*Dj+aEzbBv`kgXqo^+gYU*9WqlIk!%7LAsJHJtv_C7l#QJ!f`|KK0)th^9PG;>XO+^XJ zn@y}4*;hjUtaPy10YB(uljI+un!rAKS*g1EI>`L?=O6ujPb_@rXg_sM7ne@;980`zI+PT44am3RvS_$a_){aDXN^`^ z`R4k}Q@a&txOG^hcbOX+<1fWtw~~Qn@%5(lVO}h>qxaJIHh^=2k4_eRYKHb7&+Mzc zi*Ts!M^5cAX(YF&eCZwIhK8N*(y!}L5JPtz*|c)Pq1B!Hv+z4?l)fP-9xcG>0eU~5 zJPRz#TK=@@umwb_*W4}6sW7ap%+948i}@c}&eqvfK&w47+u99dTxFe>gop&}ct7iz zyw?E>KONc^AP+cxP@mswk{=g)jXcJs{ej%Pr&z+_FH~enNXcCAg{D4+b1#bAarKb1&5dwrric3Kj~H#CN)UTsRWiI)A);is?8bucB?`Z3zv(9B4NV=HX&X z=;4KJ-&$RsKEU(s2a@8s%<49t!SqBO9m#wP`h?{7kRI&CM$X%P*Vck?gNFTNRMi&t z8^2#NJs1Yb5kFtmF2w*bpjyvacrVVr36&_Q5yipVw_RNlydXu1%GUa!GIl%h)bup{ z!6EgzTL(__VJDaF&f?5mTx9vkR}{hsLo4@Ig`=q;w?O|t@&XsmALNo_9!tlC+j|&N zhVEj`KE24?yOB_4a{lo(yAfRROq?=)xy_;fvF+n7j7G|BWAY300wBM?0rp%|*s9L` z-rQpx7Op3k4Snat?wN+UCvz_CYd(gHQu}0{H7LSNgrxh&OlFwg zRd=wY`4x;7$^CobONIg6Wss*PoA0XhT($7 zr{;uy9M}@ixI-0#b-Uya#y$vxsrKyS6IZWb{D;kZzowFrbcb6i?@KdOs!+>y(YWIb zU8{eCGzG_X!@?z9UKT~eHuC64RilO+PU05!7NKyjQoia z7}b6&6MOC#E+3J;l$nx*6iIda_ci}vf#9527{?Zp9yd-{a_8VsjsKQOJ2ejOE)ot= zX2Pr^Z=JcOOJO>&!n$~mH+Gpy9V4f7!er2)pV_PSupTX4iwTKPn<1o{M`tfjx9ez; z@uNr>P8fc8f#(Odwz;JrndSqcs%ZNIVhcmg6oq0V$hf(`1<1)GYl|HOsp zP}(IaZ=5H(TG^710BL7!ZPn!)&=>YPWPElP)=YBk^^>5+k-yZrO+I-zUUe|}XZ=H4KY9e_*m>3kj<{gs(NzC#9W$t1iCg(u;)5H~I~X6%(f}oH zUSKfI1{;msL;F@PL*>f)l77H_SX|D!#WmuCLthV^;&8oz*l)OmtjZfigeqt+R2Y36{>w(dS7r(LYcd%K)qd^oHtFh~pf&mP}=Q!EJ+^WU_OT#m#gH!0;*2Y!syLuD>9 zHFU1|neMIofD`gxdzG%#K!b9FQVYvn9Dh2WnD4bcx9_p4T4u{Q<~Xj@&MJlN(emkj zW!rg@62MgBABp{iN0-yw0Vo{DT?{8bL95)%w_QEApmCahJZ?e(gA+RIlCN&qwJLAo(mgT7<7a1*2Q^Ss zU$8#@T?a##*|f-^!$A4lNwsfM0UF!(CF_z{ar(WM$(O0-al6PQWc`$mRYiqy5|rW)*vb&r#XK>YKv|_yH7&sasLTf1u>q z-|FCBg0L1+rnTCUfo%y#xkuA1u-xQfQ`YYzICVy&@N>p%d3u8=`ZH8zu*PFgTQ+A=1n4wEdUmObu zQWJ$aUL6qjKzQ7Tforc(6`+t z0=OV(kv08T9Tvtugrz6G!EVmGo3zJ2!9X`tc-PtI&^tKQGkA#&yXS8g{;*2{@*Zu5 z$x}SI@rmsrx%(0{(%0k|lqW%(7A=vS#}7p``|EDB?8G%s{^r-2eomhDAfx^8tuMID+$QiX z8=je%y(G$2yh{KFVvi{XH8Wv<elWRd20C&r%Gmra5%O5!w}&lkcalXN=}HwJR_frQr(Z? z)78KCFVAwr{C~pg@zkX-DpY7}`gR#-Mh`qZTXY_pN3OW@oM(qN-dA@|-cg6?^ARU( z{m&vLBBwdu_y&|Gu(-Lr?ZYGsgEuuMk8#C7LTcte4g8lMQg`~^Ad;VqmF>uU1f)HV zUOHrb91!`#Zj~?#Ylas*94_%=&7Pgdrh2Ba>phzTPYf-A+Rdak_i`r|SZYYVX1Ihw z!<6n_A*q1E9;7<#Zfl;?_E^h zIMnF0|IU#p{GNRO0y!lgx`lHG^S--m`$mlO%0(3z@(OPC|>1i0PDkz$>BveVeZyUmw~7V4o#43Grflhbh|W< zd=`gq{CJO@q}BVu^_SZ}q|*IOC6Ag3K3@BF22> zoTDWS^w)eeSy=?i5L0ZP+BPRUUfOYRuRK;&lXAIOo3J@gzfR!TUZ|^#m$eV0N217b zL|HW>4n2AM!Xml|dt%u+yGE_C@p{uS^(+A(AJwVUv`U8sRqr_VHBYRa4sa?M(uAR> z!ue@Zcc7BLwSH1B;oOJYvJ#xVJV;s>a4HgxY8|F0#S z*y=G=HkiZyy3wOe{rb4vK7aqnLI#fA=JLAXcpOH4S^PdI&5et+3M>oi`Ox+JYe~4D z2~w<9-ppK|#b)J@Z2FZZnDrEFm!|!V1;IuXZb?6&$a#JVt@?&bpZR{y6|LfMkUS}) zo#y}dU_5C56prIXI|NTC?gVn^o>!OSw19Ljcwhd^AhiDF>Kgx;0X-Hmo5d&DaZYPC zLpt3G$gzJzW%GrA{5?;VQBnju<_=u$tlh-fRmP~&{du@n%@(Ch<%livPORVN&l9Lf zR)5Iu-0)Y|P4Y=!GLCOeO6CTz;=DDM-e7Ve&}gg9{|GjK!kol#!_=opjMu;S@a!BG z>v4OW&%X{6=6zy+7`JuUu7200#)iP~H<^0>)k2)DzZm`b))>t5Fcz%#bI4O^+uNUQ z5`uUc!=si@f?>MqyU&RBDzxV|X579s0+g7J{J!UkI7%g<{z**+s$aECtyq77#v@DC z9h!%*>04~{X z!{sb{k5>nJfP8*nhxp^0IK_CYtbjWKGI_)QN@#w7LCv{wY0W+?FU)=-N@a%MtzOhL z3LnN<{=DZk#4T*5=%8k$IXrQ^lpSH;j@dW(?&5M9bR2Q0@|@YuQFEe*irX6)`Tkr; z`Dqz8Mh-ie-)w^Z{inz#<+3>F*JCp^9)X>a^A*(c4g{Jr!j&Q;hS+Nv&AIyKE`j;j zqv#5WGcd)yv)Yf<3d!#yUXsIi19_sYyq;cQi~qXMD#E+y2#YL^nz&16!_|y|^6s2P#AtI_JIq;;2E()8pDg zuzD?yaErK(>u=u8vAMj4nQ5lezJ(Jo%&z-iriV0A7XJu+6?MR&J_mPI25S6!$!Sy6 zPy-8F^~};gKg4k=YuEPySCCA{#p!i<2&RPFY-t!7p^vkyEvj!f&Ofg1{vfdm^`nK> z?;BZhLi%aS0kbqD?@+b9)k?zLeXQnpgI94Z)kjTVlL^L_ZAJcLW5rtOmSLh%7xYei zlWAx1qSKZQ@<2C`^S=j#~*IhS48vP5%uS!Eb#(CsFGW zShVte!C_+!Nss=#kou{J^>%%J&y{7c>wHhp)hFFJ6dy1_WD|qdDyDShv~(n$Il6aQ zkP{R1d!dbLaa+Ii?AA6nq2yzcfWTcgT=``vpXm(Pyu$ZGRbv9Dk9mp8jYR`dXh%b0 zVik^$-<#U3bOsWa&WpnpQjmAlb)kO34>w&u|5KPRg`O$x^LIK+p#Pm?YQvKUUdZtC{D@Q$;`V*m@JU-4CmJiuzh1t6F*Rs4Xvci0oAA)SSTP9X|V>2)SSp z*KG$4?FZYv;|6$ zF!E4-`tJn;9N;@4eY}kchHP*DsQ;dZE3`L_-S?h{)~Mh=K9_z$dsId-XUR#J@CcST)f&F5!8pk*`unVjy1 zgYQhq8q+SgzSnEntlJV+_S}fM@5&3LdqL%|^wMEeq%FU%haHwoWSVJ6JU~3z^=j1F z5h%ht{Fl;2aMh&!&)i)ij_>OkI^^DuW$K(^FD9PgaF}THzPwua(=%=NSb-P&w7XszLc?g1SCh{ zrj6?glr-PPK!7=#WfeUWM;!Z|F@{v#Shm0IMw9pmw1)h9 z-bDQXM|dkwNZ4)n+Bt!y&y1x=epFE4ZSoanL`n}bJn@CTLoD<^`-^bXqduZ=wHHlPh3&66@XR>K;A1W}ILnD;ER8^YdB%MfbrC)mnHQcuwSWJ#X-$`fgU-~65J*2wAb2}cEc>D#ZF1*Geom%J4SEaam;X(k5 zn-c_l%h;`8^M^olzsl;OR6dUC?dLVR+W?cYqr8FNA3$@JImsk2Y>x^6+E@oT@e^p8l=p|hiL zc}QT4^lFp!?to^eEA)d+Ww7Gl=>5`10S3Fygr$Wi;v1PyXZBkdU<1|f2d3`hFi~!| zRS@ruD-o%ai|Z>ek`vD6;4+IX9IT7q&UzqufX&A84tstFL~n2;phr%JmGUbPWl;khrQe=nL+$+cwKPAX3w4{@ z`K3f?B;}t-l~;t)=yi4C)fE^&rg3i5=G`{W&sy~ENBHw=N7T2RQlykIs3*--L;H{O z^iINlxWV6|{O`#tBt~AJc`(R^mGQ6l)Xtxgrz+9d-T!_X*9pHP4@SPmb@lxd!~4Er z!@UmUpIma_+fTZa7?lSL%1=&A()H{RXX-3#_r)%KI5)d z$p&cn#p}lQj{$}$o%_`p+;ElqX8+f#T2Skmxif;}0Fab|m>a8^VUmtR^wH}SXe8|N zS~OaMp$PKk#n=k0EJ)hr&t?Urk>3KJ1x>*JUB#zwP13OX>0H8TvJ^~C7YRHhet@yJ z3=KH256SE%B5j;Q(C|7;VTP$}yGLIxGcR|AKQB0A#?n8+oZ!j=pBERl$`SIp#Xn$w z`Ojpp={qp3FD}KcaUJGDk|=D>pMd0Kcl4Ld1d_8}rnWQN!Dy+h>Hy^?Z0?b7xn2AY zRvu>6>=sLfs)?;fJu-^0M*3``DN4k8QP!cS976;e38R@tja8^!?69rB?*h|wo5ype zRdB4*|79Ar08m=m5`w5Fa8vmg56@EtXmEX3VruyUHuAJPU+iGPwt9CO#~4Q#d33|W z>BAKM`}zKkP`onE(Ut^e{t1T>)$3yy-0#2?C`9$`h=C%y6DKb3TY}NgFMg~(H-l7u z4K~SYZJgU$(sDn#eV$)aYV+w`aPZ4_-ieh7Y&YtyKkj1&UJo9=9rDk`r5^6(JgXD( zv~IgTTI2-+d79g3#7qrlwM{&a{qcpg8REpcjucKD{QCSITMjOfGVUidi9!9f2Y;$Y z8WxkF3#|6i`Cd|9gOi?I z-)WisVX8XH=`#_r_lt0Li;pojMf0ZJ{nLtVRoARL9=9ObqQNRUJqBiCj(WKH&=crC zwuEM>N#ewSR@TaR4a{Rww^^1Yj6YL*(piEymcn&7&!-mW-e1e3J$o59cs?FhW;lvt zxl&_W>P5JsZ*Z;2E(Isro(Vkdehq#9i9ER4`vjXb?DxK(d(4e) zQ?coYc-tddT8Nk%{rK^IB;+^$G8wzr3=^mL9E2_MfD$qEJhRsh|JKO;ocAsyP~FwB zl?*xt>opujoPO1?SaJ4I`P48jSDwtAXWvhteQaF*LD2%Ig#+cA8JaOB@P-(B<{O+h zUms=CW`+*yigCTPWoXuH>m6}q+n!TzzDEx~47up-sSMtQ&0c5oMMc+O!CO+`ovkI< z_b2Vq7v)0o+ZICcOb&ML%+`HD)d%Df57B>X`=Kbak>6)Ke;fJVe}5b#ibD_Hn<{a> z!gAu7_|(03VZOk~w}fvF$3-0{_Ft}qv>{&$7I-gDwO91K>9{b~9~kjIBQ!K@0%&UpOPDEMpKg(L9w+X%gv{rT$y2GEJHfpg4XbgEMfuC_*w`GPS+G9<>z)vT zlbkeQ>kO^QiKaam!+bz9m4+Mp&s~}jXm5bpw&FKDum6K~jrPvsEAO$RXFanmtq03O z9K&yJJ;&vJ_tMp&@9*YbL}CK9v@t6gf| zBBfBNrY5)ndt_)|F3B8)4SQwQy<6P)Z~94xcH48Tbv5nuADqLa2l{2qQoJ~`JS^My zKpp10U#)h2x=x@<_3@`AmBH+3(aWtWmDo%y7By|XjuDyFZ$B^J!}3D`TD~sZeb|9s zZLVbn*SvRB6Xq*$R{XPPX^0t?>o8qatMi9?*E41H&1ty!d45a3T@%`Q*m+k@i(2DR%6Zzl=LK(Vd%;=lC~Tf6%!3+A@>@5?VniR)cJ%u7G;wfY`R zob|PD7rzEQtKW>WwFIE*`I+|eOWS_KE$;Yj^Bk;bElU>-@5UlKc3Iy5Qb4W0J|!g2 z?MgUt?g9Rlyt#wjMRYr_Kkk)SZou)hQ*UU@??aos3>YU&&%|#r#!*9qOD~#2{5fAeI*g|JVLAW-p zG?I?p%qaGqBv7%O`<49rF%;~a7(eOD216um&-~wuIB!sQlgMa|qlW^H_j*ObymNx^ zF_J0HOI`lfC-()$uDMTTE&Jm5Sl2JxGlc{iujh{#4obpc-_cx||3a~RZR&bY!Fi}k zIm8T+h@X5e9j{Anft2ZNTKdzTxcT7Xvy`L<@^oqeVnse?nB3<}b51M(>X$xp{Fpm} z{TDx8elR8mOQKAZKL%!Cer&g%QT854ct|&5z8s2!g}JVR2ST8$@=C?Jg%3{g|HtV= zA1FNZ#JWaz`q?&|?JiFrsQs~ZI-zlEla56yL9U8k;?Xz4L zaUlF@IESiAKkz9 z6U<<^<*xDcHA|dhwK)E5ZyyHN-7N95yGEdiv^q8~Z7EMzX#u!Th-L|j&Hq?E* z$OF?2a?-Weg&?*gp*-NjCd?eZWJoCYg24l)4szS7;7UAB)>F5^gkF|a!($huTx^y8 zyz&BxD+OtzyIf&rIL)-+atF3&->}Sz5`lK%1&^YJWsDnLXVTqgjDr`~+-y&pLsMPk zq7+gvMIpmCMXDL*iuG@MDBr}Qa@ORCIDTBe##>&;Yz+lA_oMgHINH^3Z1V7O<~WI^}lSPtGM+1t@$M#D;%J-KhkTa$BnqoIoV(~n24(udt8}_ zy~&qqZKS{8W`Y{GUXmEBbA2in*(U%^ZyucWWBUR1w>0kbDKAf)Zn zc%hUHv$d8Y<+Hi4)_Er8K*A#=IV&yD|Jm+G;;S|_mma~SS=wJ)4SDQ)ucvAF>lCiN zUWs`uNGDJAaL}!-upSEk6gT$qiQx1VESS=ffqvht!o$~cfx;2TC}gIJ-9I-E``n9` zr|E5D&j?DwB6wn-kPwM2pMSUVF#JX0;IvPfnIMoD5`$g;Ji`Xhy%QdjpMj`!nmQRB8SHIWeV4lU!okx_RC~>2h z%8(3rt>q~HpJ~YZQ|ys`hX(!6pJ}+(kcDKKV>$iG*-64oTOZ6#U zzeNY@D`)vnHo0KS+eabgTsc4?{pQz~iNKjbodku0ClcPPmjqp4U4#`nveQG&@e(ATV(5Laf3g*+;uJmhfv zaA>~_OH}}7&P`g&~<(;#(8(1v)xqSWcwfK=SMEhi-Tn zCM5P!|1;U{E1wqHBva~mlJ|B1?Gb;kh*y8I`CuL(4F|NW78{Rh`Rea}=@{R7$Z z`^>}mj%@FbvDORtB2UFz@s{Zw85+CnO}-z|5R$}@f8Lx%xR14 zl7MCYYmasra^h&$4r!ZxB2a(Yq%QkE9T=D)xyBOQkYaj&reoJ$Sk%4#aHPN#2M!#k zb+j#m>Zk8#Wy7qo?j1`-oh?0V<$W+VSosLcK7%$9bq{e?>d*eNKbFvSn!fTYOE65o zryLABCyae-cKdcy5opIVxtmf<2Z!jEowxw>j4K{X~ zevTXNgJqRBvMDzwk&<+6U^<0>%LbP7GEzO*kf-ZZS*ZYn^wX^muPQ)!;p2*~!o64= zo7FX&`V?0p-aX-e{h2@|+VH7bp#wC?jLb8a(jYT;&WHc0C^UxHIydvzU{j#>=^su7 zFstGkY0&Zvrj>W@Im&kv26xciOAGJ8`t-iUf%~&iP|p$gNo^E{cj+}zMALC{%6j@b zt1ZrTj5x%K?Uko#-KS*K061_pnMuK`7TOPb4t?4ojzb!AvYa=sV)o;Zrtnx^9GIrR zCHZ)PK>a?qy=-*}`=4Y~RJ8@*RCW6K9NB4@aeaAOeq0^XE_!6h*!E&W$-UJ6pZ8&I z?$({|f;wyy8RwH}k;2*GRN26)PuTZj)^M|CJI6%tjeIUOgPfK<+9gMIVTRzy-Ot|x zGwDi97hbHwB4bP8dz;fpcCiRuCsJ_h2Km(<=XB_Aep7E>W{d5EulD*EZsKNxRK4ni z1+->A_;>t>JC0qC{@L0rfJ3K_tg6LR!_@a>%UkhxVeHxD)wcitPmWgy=Z@F|I854m zeSOOpNYjbackIRGY0tT3aK3RtQqN-I7>y1tpBD1Dbb18|@rNDj4&24X+1z^(0an<& zdAw}u+yb_^r)L^iQOVQZJPmXst5EL!g_azY4pq+-j$Mn10wPz)P~`YYSf8|144s+8 z7U?SKuEYK?eB%18GKLPA(W^^7NV5P-8`^xL1*c)u@liy%2^)l2_tF1$DB0!`_OXA` z6)<60?9rIDHKFIqVY&6S%a4QG`BIRRvD;{S zK1mYyjQiJsvODxE_n%b)mF*U*jmaY%PMPkaQYXNi)z<}L?`a(TFSbtn_!nF`9Dcrj zPZwstvB_p{ct@bMyJLH!>>iAsK7Qifs6CLcHC(%Vv<8Naqn(V44RCO25wmB4iH9r?PjP$V0?G96{!mXy)j4{C>!K74_UKwplxx7Wo@d~q(jzF- zVKEG-+6VL3B%aS4)qs^0+us`dPr~@vtI3&{iqLkz+qh!mHI9g=^0QwThxM0oCBfZZ zFk4c+=k%9vxJomSum4gMh_C2hJmTjeP@6EZU;1VbJ?F!A+@5(4qeDlIEt_fLvh|sF zxAdG~#OA~!uY%(+5xAG1o0tXNJP}`am;Qhin>U@8gwkM0$j0^GRV$!SGb^sibuhm0XkG|4{se+ zgH@3SCwUhySMksxkmh2 z9&}&q+jzPd0i*LllD{t8ghhiK@tNaE>|ZtuU(34;gCcUSu^YbfRGf)* z0uQg@K=23q@89OJV^}*i(k24OD5Y0elq6t;IfQ?Hz8ovRdu5=jAdILTRJ!AL5-2)7 zeR~BzL%sH2%T!%f?CRcipES#bz5F3J+Aglb(tKT%P^SS<=uY;wzHx^d8rttR!k#!d z?{0W4kO<8_JsCfvcEZX?@Fsr&4-$%Q{+D{77ys*Bx%ejeEQ~a_U+;K2i6h_DWUh+b zK|*D}8?FC4Y`#bznQtI~EiD_z6%Q7}=so2@UGe=m@zrT;{8tpr>kHUBn-GC~&h#;1 zzz4!*UznZzD2#PZ@AMe1@?kTxflUvO6bvxsi--M_Cs4DJhf0gS!&J9dy{Fp==u3TD zCE=BcvwL^gePuj^mX?LDWEJAP+|R+YqVhOaW9Mt$%Yh^D zZm;*nC_w4q)~(3{qB!s{f^_erEljx1E4a;n#ldxs+uwJ#;q(eG^W1Z_ZQrT4-+9&r zSMEPSQp6|NFkmt*Z#<(nuG|l+HKj zV9n+nl(_yfPW0U-x7UWOH&`mMZR;`DuAe3_8mQ#{{GA5)qGaIuGKEiYj7vs8 z(TTTaovx-FqV6iWIjQ~tGU?=})L34~Qb>O8JNOrusJ2YB75~DN3vJ53hC7Vmg;u>XpJ30qIKSmx5Yg;;8Ohj4f`<&AU&)e zr949SyrNRamA^2iTj?eFZWBjNYxI>GHo(=NXB8Sa$Dw{ixvkyR2KugQ&DGm60Ht4K z{=fPf=-{!B9a8;)^QB>r>Xz4mBAKst^FLk!owTBRhJ_QfhTXTOQ&j-8?MRmz`Ud3F z`U$7sgk#~PSK`>~1YGIi4sw4|2cx-HtSc4o;)ujI+q?X|*gZS(J?`fuOfvDaUN$_3 zO}(A+fhTORKcVWlvl9mp>$}c`4d2AlTW)t)8su=`sA$5@3<_2&{r$?n$_+j8C(K2a z1%NnWXn3S16e)dbj1nLI!=aK~=E!^3an+`Adgt3X`10t=9=3K*APQPWe5Cp%&+Ikz zKJD#3oGWx$+5bEmiiMO9Cu}Uk42wQ}NRJ7Dj(hLdt~&={>{zl4m82^W<@SF#<`E7n z%c?dOO6su0)f82WHZU^Zl2N4Wi)s739M7q8;?&W?{@Qo)IN5S6ygR}jr|F$EE`@Kw zRBBX?>HU2`w!EyU8}|R-A-PY)oppekhBK6R2mK)b^~KlC+=!(yDJx1%S8?6FwqC$n z9=aDw**W_5$y2$@zvVjn2^LoMEr=y_P?WoCaoM>L>l>^~Umxwq^|ywBRShRGwD|PM zmDE)jJ$$71O0_tUoje}${+ok2i|IXYZMa}V)k0tQ?k;@7nU%|@Lj^GbL;qUsu;s(6uUOBgkZ7n<=sQB<}jWw)cBjS{k+$vuF?}a zFd56Y%kUjLuJA;@<}6N!e?oU8RyrzSNMG_Xi;N|V2s>>kH%;QG_Z@2oZ5GHIFVxNA zy@&0B{syY8^H`puWBFp{A*__jr+txa!iBU^$K(hPocKa%)@m4qK^g^`?l;W1SZfkw z{G$d+nD!fwx;6trdPeO^a0Rx?Xzrvb=Go@x+|8p3c{q?}y!-Lv9vn82yc;yJ6Ox1? zR1G6&aON^GHF+ZdMl1vQW%HikWc}WPT}j?ZAxkQ*v3TKk5vwV^jTV^udr38lO#lZ~ zJp9L->2UJp@t!I#J}lsOSgu<;j7>>4bmw@U;*fG@DDSUZ_`PA@RX;619G`8uVxd=y z6I}75Ml+A0R7se9!t(;GT%XM_iQbJB4Q7P0*A+PYR%~p*VH(B`Mp-<5;|i2Y=@;3w z?y%ZlE&1ZB9Zs9e;r!q;E?7s(4hw`qmt$8|{~I+}J}+L- z)V>$9zMI6@QJuo3rNSqk?(box`Q2!LLq0Uj?p+(9yM&Y_&p&bB#4tarmS)G%C0yXz zxt?6B0_kTDH$ILI#HRkgeYc*q;_TnNS0A6z;{3ZW=ickS##zOS-98%bSRR(eTXMh@ z$S1X9jzJ=>wEJ0@33EfG&41b{+%KS|WUBosrHeqdY~YY%WQT)#|N2dN?gGVTRH~t1 z6^AUtEJ~gc&{pu{x8>&!IQR8~k$AlpF3i~cu;4!cLyKoC^FP)=!#i15njvEtJ#zZ8 zabqABiKS0<+8n~}>xaDOUr}QV+i|1RkxH0-8y%%N0(*jl`_AAV0jpU}s1fo@JnB#+rxo}|W_^#n70cX6C>F;`9$;Mn#v z1=*je&+*5lqtvnnA<%u4A>`)mZ9UG#?o#C7-S(+HNi*1o9R@p{YK^wJC1t=guc;6h z7|y1LgdD-V$@5;y_nt!Mv#pf zlBhZEObvy?N?CG4%5z3+mrbh4ruzp!q=M)#GH1g0nF!+sZv!A@+!Z-ldK$+hJ1v&{ zeqoE;sC4HO1?Z(sNcTOkvb zCZ$Jl=(B&=&kiN1A7mML5_u7elrH^{iF*U%9Bq=1-aF#d%emVuKF;vIz&k6VegnI5 zJ{GI~{>%tFDAts6AOUy;IjpW=1<7Lb0pEbzZK#QCQgEq>k|(4Qx3 zQh#NeYr}jzj{Q)?`KufB%H%O13pl&8lvv}yjDU08Arn|pxK8t+pa|xM)7Wo~7sABF zFwdO+<5=CmRMK-n6Q`G&39t0_Z|9Twfz_T;?8{)xvz3X5k;W&(G_S>QuI|_ax1GOX zaLU2a$H*P$#ObgsC>1Cb?vuUuY;e3_XInV)0T|hFD#6x96$Tyc_nzrdhKZ@q0{m>7 zP}gi&!4Vq*-#jui+^6rukf`01BIyIx-!Qeul{Wlyx>SquVh2)Og$BKO_@F_nX=d+r z4J6g8u2a1_k8SrQl$v*4fd0yVKD&>nK>d>|r+1z&;vT_1pD0F|xZ+{JtE9aB%-Aj@5o3qPY z$9{cbj#e!yq=@IesIBY3rDOUt?a`fBS8zS1(jW;b##7zQ1uRG!s{FxpFdlLZ?;`mq z0~C2l%cc6raMg+Q-t7B%d!pkQIf=&4DXa zXM>=xr<2iVrxoP8NSKOR#RFw)=X}UFG8Sd?Su76R$6-#NoWs+GNI7|&s4=$*qgy@RK4OP~sBpT32`(b7{tqmDqcrzZX1gSW8hjLgg)UlW+(Dh}uMP)4Mm zoES^~1j#BmTI zZWaiv&ce{n#*7z1DX_YK$$K|fIwZEfHp=SW0~Chj&w8PEVB^D$15$<^Sby{{-BS7~ zobdDdk6HaBw$pK#cj-`opv%1g65LpE>p-N4+%cFbTICH=lY`9@bDbJgzkuRbSV@c# z#U{~_8>`D5P*Ba4{Cmg|hPZ`yztc~}!pB$Ep4}^j>Ycgk3N*>`j88LX-<#Fqa?$fo z_vG|pSSVuZ`{NY|C=R7MJc9Qq8am*w{~Y3zjgL;InLZU=_*_{FfXzm})U z{qZZvgb^v(vX>b*9kJgpefqd`01U+&CJR6M1ao|SmEAcy1iJkB!0b^Spy+KXnU^<1 zXP)N8MY}a@96mssc#jtQa}?!;6I-DAb=GbMb3d$S;$D$DuZK%q{i=Oy?_t=dFJ5f? zATFN%z_!6|g-L6%1`DV2uy-Rv>5n}xYS2Dl)ddw=uUFDxE? z-_S=aKMyLRLTRF_!AG*Pa z58oeu^C&%z-Yc7lqPvzmO~#5K$;Ohl@r>U%qb3z*vd@nyM=c zfwIlMJ9PYE;QS4HE5CiP-1%twYPKy*2R|1|+O-!NLOp`?WW{h~%9zQ1H!IBj>0GqT z62SpBw!<4yNl13S!kor41mi6Fjggd6XyuW%9#iPS-tvCuCd(i!Y@{ton7jeKMu}Xe z1s9NLd26(}h?%gntlRV42t9VNJ35~UF@cU-UJu=_`r`U%uaNKG-IzY@u4EB=6)A47 zEPqAnz*2~8i#*W=+o)O&_IhmdrR}N6?^n}cJ=*vIgK-U1HtoF}w}%;57u>4N1)6YP zTgwZIw6Q&Z?W|DCG;BE1+xfjJz?qeM6Va1)Fvt5nqfD>@7C7!pGWz90%ScD7KwddC z$Ghz4E?$7v>B8zn*K8OyIREZTfGhUgr^uHdUBeMi`8da=PVB$-_?g-LLFhc7_G!Pe zFU&Jv6DLu9z<^O|t@%|(XnGvn#nB#sOUfg6y;N18|HV1Fl2kRAH7wolTv!HUk}O}2 zX6wS>0x|FHk~B`}H4QaU#&Ip+_^sFchhf=WJ7w}E1<3j!?pVJ4de3J&i#nNbYNrC# z@65|EPM#u(A0Ptd(CF@V_hrc4=yx`r>D|ut0H<@Q!q~5>n3Itki9I{ic8y-T4qXlA zDgh!=u<-EGjmv9k*c?=Be<#WpM-CijekYl{od@UF47dAALvJXR-(EK$&uq>bt}j56 zZ~RA{vw-T@c5)-s?Z(p4UR1*_Hcu>&2k{;1$Jj ziBRaCl)HHN%o$jXnf-5$(->Fm+FusTdgAgvp2H{Rdtt==zK`3#aV$`=)GN1`!Eb#( zL$q&^kun*at3M@zJ-+RG|9jAY#1`JtlR1Jo$aloC_02_GV0vQ~aW5FVF8?fuoJ@hW zmw#A=9GI}H^3D8RnJS!VwW3ffXktNIy|16p=Jq@ZOPcGo*fB-nZuumKqzvO*PJLft zPKZ`iae5Sc8_q9G8~YQe?d7Ijjs(N-?8={p%4}%8?pNFU>lTd0FG@IFRKj_g)?dND z$6@50=wvQm7S86KosneFhgY`$7`zKSuz4uG@1v{=jJ$i%u}J;^?Rq;V-sSV-48`^F zZrKvd{Fi3z9s3a%=l;eQIh4aoHj!Jd68m8xQKGcInH9<5?yg_EYoL$toW)hg3Ks02 zp6<<#fcgca(wQ?C%uA65~jCa^+6~Lv_A$qv%EGI#$@9&z+8i zUs7Uf&d%UqI}6vtVkKxbExblCybb-_TyH$KIe(4y+@9ntQJ`GS?{jGXjeVu^Ezexj zpkH|X;Gv-k=-+?ncFMdpx|!W!OJtXW-%>6UKDQdMX~ckTrmqhwc*DXj`|`j-h?Bno zcQ}$hq_P}~{tojoFEdri95@zQ#d$i67e1@KyU}MH3)68mgtw zje^51EWa|kuQrbXs-_d3Fc$2>p(e7NoT(&a-TYB89H0ipL$9 zs9MgCrY*ubjR@%EPRXP|KE?5;>$hvnn0!MNxqY~hUKsR%7)x`0wPVk2A@?Iwzbh- z_dX+yQ+>OP!xp%Z)Lc4aIA98OB6}W6hvp(FMkpzs(G18{QdMkD3OL-_mgm8G2R5JX zjT-z^zO4tRu(kKnur)gtTw3dkE3vsvl>NJKa9Vf2Dv1Do^QmWF_yt05w6vD)uUwqi zy6CdUDhx@okBg%59E^S=h{-=tgOHlMINqL?d+?;Z#BipVtL zz*8^F+QncX&c^?VZ_>r2Uv?q;4Blh?%FB=vZc!vxwcot=cANW}lXA666<(I`!gy)HXM9P`7B_b;PD;W`4PS);L|OV0TFQ7*6z5f1_eog*I%6 zD|#9asHk2R2YUXl*l;e>6<|2~hrxPvntnL5Q)CxPNv zACP8x47|TYT`0@w#14@ z=$A4Yv8yowqTuck^A#H$3S|EnBOD85M%I;VreaX}UyIx^=?I+d9wXK%)?(L7&gRP# z+VCe$(CS|BXIQrgnHjcKK~i9RSCJVHu7;%9Xq;4pCB5*ov$1rzbyeP|xoj9lG&f_Y zoX2oOGJqIyi-J{M#;^Z!eS>;gzncc7+E`=TR$DT7m9WF{&J9&Ojif{WhC3Q|!R(Q1 zNgq>Xu|?%NVqvFkVD44RlB^kGNat9~*@7ILxxenx@UH^Ln4Z0U z5{cNxv^3Ax^cg2(&COr6JcO0%gns>1Er=6Lsk~lO4PB}OJ|CDzVOi;CuXQ^UuFd}0 zB+^P#b(?eQgqtCJL;)B!lyyvkih(&gME)17+yv_=% zCcs$w+pp%HIq;=bgXd8`Ez}2f$oXrZ#p%lpyFS*+!=gyV+r3`#FwM+)N!-8)mmG;o z>|P1bUqH@@lD`iPJNG*%zWam|4XSeo2+y%d|7R#&yB08%|_wGEH*HfZ48CKfZ;m_sb2K%!09Q42F-~W==XFBNyy!e3v>V8@A!Ti zCT`P3ehe$ezFaa_>yvnBtLM02^sWN>R7b`uN#!`CDf#JNp8yW_r|bPReFgnben?!i zo`!Lm@lpvN9~jx>%*^8vgN`^s)p4gYIP?0EoBthuAkl0ZGGL7gK{l^A8Qc;`QuI)9b^YOE`a7BoAB&hNqeICn#5?*>>{ z{AnV&u@}k1b~S8L&PZ1I_{f3H71x#3zdc!G!IT&6sQZfpX2=TO-W}VyH0#WnWHAAY zcdhf}rLMqW+Olxuv17P2=pL6k$pm9pCcda;L?NldP?~O_4r*HqE$1R*pt?%c{lcI- zEXo;h*X!5=`T7mpTZ9f=<-7T2EWHAWUbQ~w&T>JCSPFgOO+grW_Gd56H7c0QneDN+ zOhv-cx5w_h?tt=N-G0ZKgu#xPAh4?N2FH6Bx#GWF0n(zs(yGcaT%@&)72TZ#6XMrq z3Nsgg+#A2}*#97qWu%S-vL+&VEvGzEZ4J)4cN6X6eK^k17`^x^92;XA zUP=_Y;6}zdzjR|GSS~P1%M6Z%21UEL`rJ#{YG<|V%eD#QKCdJfiH;ci{-KJ*ttBMw zNwlSZb_3_X`eu9R^25>=h4({vJvI)l^A&VOWB-xlqdhBLFhmmE_go)vNwp!&^tu~? z`uNXtpI-Ju-)s3Tvmg6lag~0=mqs0yKc0#fOs~*3TH4g7hq5D@7q`IBUG-h<)~#Q!sacb z!jsw*oX7oPwTHuDz^eD$BCk9Q2&c9G(X7V#ar(V`rH^1&Wb8BAj)TyzY<67FQ&66o zAW&ZBFHK-tqj?hLW&#vq=!s^&htTbK@sf>24i4GWUSy>E2yGrIRtYEMVYHiY_5@uC zb`Q`s+_ap+I1TFCWg8E$tV2}T#&QEkd%_v5#BOh&{|9CD3o$sF@?8JezBwG%Xg+oI zavruu$X>jB{t%2lTOstuJHtrz{gKL*AsDFmowud)8)|M*O*;{<uJ!iv|Hjf+}66!cyBDbQRVW;%f5v*nV*TJR5>vFv0~kVg&SAXof%&$QXz#s|yrIDXo!L+gVBp+0jV@^k?zL?g-oG#~dF{TBKQTdo%;rM<3#>Ee&`o_vnzs~J<& z7B7Ug4_qVH(nFxhe64QisM$8Bw)uX^{sUcue!g*5iO`X}s7M{13yUPtKzN~oqa8eN zi79o^{9{jgiiRjmG&~9I@^VHW!|6NJ8%@}s@?*p8>sMH(|6t)Ml#28Hd~Bmnu=gsvM z)=FE)>YcJ+WT7P3=t(K8)(_Eb)k|Y`&BG|}n>sKwu3$Z+){j#)X;GP1?#j~{d0&d) zD24h~bzv>5W~BIRhA8r;!YpHq`j>BCU`Xlx`6A78FbOXr6w>mbCwK4fvE++DlzPwZ z+bjf4Hf-*vT)#o{Dcm@v)W!C<#B~Z zeL9NeKFso2UMo%~L4?dt$~lKt%v~t@W$!_S6GMBQ>|`u~sH0&NRXd1X38a1Be(GT7 zvg*C{Pa{|-=yd*0@kMB72NoyW4xFEjb0D-lgF#0n!Moow!8ADbbUiB#q&n#}J+Z5R zrmQRL>$aH?9>H)qo;4X)KlCNHdLF=uoj2<;)21Ni!M)ZR)(<##HnLLvSvrtpxumlX z#$&uC#no9&0oHBbD8IO53EisMqeU#z(EYf0Qc~b3j{K6elx!=9+~XXH>-rPTh;J83`|>XvW^Uc*D>z~WeH1P80Z%R@Z|$cG3si>E%*M@-`+6{S=053M>kIh! z)dwgwSJg+ow)m0Ll2Hj8aD9qNpI&V%VV=od*vBRErs0wlY)(7BD#9A z2-61HmW(G2U`R!)TUuf-te*7n7YdMorQKr(Xw&_n^35uZ4dDOU%50mepi*UlqpiB5ofa=Z5rZOsh( zq#$vB-wrm5C|HPK@%FI;oWUL!wN2dDyKm9O(Gs6b(+eYkX1 z>5cP5FcuI~d7W}EgJ;rSd?nuj3$by#+*Lwwd<|P>t{z7GFw0rxyaoeV%lAk3Z0C3n z=bPuH2GDNr$s3j!g#Bzbw8>*RIO+1(d2Q$w4*ud*4rr-{+&`t}FaKS`)gE?PUabn8 zo##*8aZdw#+YbMmy!;wk1}<}YG*hs7U5NO>e+qu+r2qFK&>e@=c8?7ZKjSAME2j6C zPhg9r0kQhhG^BWcDdAzc1~_kdmF;}Qb z?mLb1blq|^xnHo+!jrIhr4}mz*~+jpV~E_Pfz-x~nk9RcxmBFcaFFt=x3y z_Q0%Is$*<&7fjxAeLqVfA>}qh(-)x@=%7yc9d(8WmwOK-vYqLNPResT!Pcnlem!(a zu<{Z1nwxO9y4=KG3D$~dGm1ds%s1bE>I%+)CE1+g!+S{PXcWPhip7 zZzFN585dRPjBXC@ffi1QAQ#OzDRkb&C1RwO;CW#rbVX1PI#|Q}^P#r~-+adj zZ9c}6j21A;C4Wru#y_Nd;iP@>*8%flbO}#O9{};r)xd9Ix==vQOM3l%1VYM=)ztod z1XCD4Xj~tK{jSEPNewknZl+Jq_4EUj2ln(ztLY=jZ-3$b9x)v3xir3Os0wrDGp4Q& zm%~b9G23p-B3P+8thUuJh&>vD((k6ta7Al(s7+cfB;PQ*=087$4L9zXPM!Y?#DMeB zSs(Rq)#xzidC3PbqBE;{=0XmT7bE_=Ti%C6eyMg#xwBCGa=`3Fz$lFSeL3#Hkp!#K z1`GQxkYF{->_Py8E6$wOc_X%U4M$(rG_m#E#N34eCpo!eca>^Gst(KzGTC;FnwlnZcayE4S z{g|uOV1a|ZG1$; z>F(YAdZG&QEM@iKsV=T5wC>vN^>agWB#1)G2AuETv5HjETWQW=|KUcZD!r|HQ1B;U;!=Fdm9)XTcfGi%#A{T~K!M z^WvX_5zyQYs=LPjU}x#tp1~Ozm`*xyneKu+I0>@r+S0cXs4tzr$1b=J)>O>JjZe~I z-KCGArEKoFd~|}&Xf+aB``Yc_nB*Zz=@%(dF&`$UB{lpK(s8EmTDZgfLs&Sod8C)_ z66Vgn+S&K-8{iWL9nJ1&Xr|{YP4ADw=E&VHU2V%ilp!q`kz=rfxn(Apmjn71B)J#v zZR_fS5Pwp40xtUsRT6)Z%W8Hlr#BcaUO+*GQz(DGWWgJ1Kc^9j7c@9S%rQ za4h4|_GfP=iwn3U&zsRr9|PR;Md7U<@W?Ss*$!` zrZ(8>@~Y~oA_uJA;BL^%b;G<>gCl=dD+#nL`@GFB8(|;oKf|~-Atc@O_dct*3~~Pg z0`J+V$umvKC>T|n;LMuBW3Q+vBn2;4?9EHXxCcE?`_w9+ulxN`No^L)PssTrd2tN8 zPQ2tz?ajfZYo~;o83g31pJeK`*|6d4Vf%`BIQKLPYZ85H6-%xor7-@*iM|RTy$DvCh6M~cd$@%`GZN~4aNJ!|^2NS)fBANH z9)-+9{&$X_x`17lC3`g=roz(xT&}kgaa6b0ow@xIsb$TW>^c&(r z^fx=rgR9&AcfY>j<2fw2d$QtnXC%&={rT$t-5Ix7Rl@YnyTDTIt5H@ZH|*F@pG@(v zhW64R>#Y_+{NT*sV0*z927H4Z{39A*y5|G$Je@ZTacktJs)l13wU~9O{u`J|tFmRk zp9m|Xo?o?nld#a1)#AKICCu%8x6kEUBo@7*gTKjtXkqr9_Oeh=4Gi_K$A*7DCQn@%&|<1e!HMdTw$Dr#af&+a^?{cexR`6t z*OW1gt?cK1dYjB(m*oDJx0N5lfQ>W%?GyeurYt#fek>Tq-!6LpdKX5Z=Kau}EcqOh zX4>wE>(1k(PXO0P{RcQ|`yG>RJdSbo&jNBtRTfCBVF9g-`^kxZn0vYuA-gjL zDWPk3TlhqW*d2&ttVybtW5GC8Ebqy$ei-MfepI_1 zP=d7&QmR+lcjGW$qe2wv5md7oI_W)e$F;j5DTTJhIB%2MA!GOev+J%+W?5Tds-B0K z;mR6R|HrXUytf-l*)z>wH2s6Bz}nfuf!i=2^JXC{a@(i6l9PxYDFkZ1)4IGd()cyX zJ3;-8GmLcQ183hFw7D}k>U3#iZ){;u?jbS`aUPUxsfxs=EXBB;V!yGoWrJtVtP=?} za`FwGqPX#4=34AGV`yztP_NrVgnpH`%SJN`I6d(^CGgo9n0ite=NWE=D=B|%pWLCw za<0a7mD?FWkr2ITYc`4Fnv&suN4#M4IyEavaRex!bWI?75*sf^r7#~~g~cNaYqNz{ zp+7)3$Goo!hTq(pyc@0!Dc8nKZ4yf$FK};^4{Zh({wd-%5g&)if`kN>efN<(9lXpy zzdi3OZ%M;`iqI00cRRYf7)cji5^{{+L2l3`YIR~KPPZO?^jGCHjz9RACHL(IOvQE_ zxa{NuD;}G=(hRfEcAazNxNIU2+ekc*$+_6pbEBz$JQEiA8wFS6^>FlHS&YsNWyo;o zoJ%udfsMw~)3M7!Fmo|-I&qVAy9YRVls^L?W~P;ff7t^A`$7kO;;UfEwfCTbMj%WT zG5AwU9>5|S%6+6X6|85QnY;4pBQC0`TA!D? z0Hc1qGa2%txD+5+uy?x$6iTH~YAg0YgVlJsqUbjmh+Q+)D~o|;R~Ajh+s}~l&}lYo z#16(!(}t<{DL`3K)!C8^bs(Sl*rH|Thm!)|{>fd~4HKdEhxT)O!pxC!PyJ7T%ga|# z)=ZK>`(Q(NRr3L$n)-=ji)=8ud9_aGU_SKH*vhP4IR$I%9S=<28N(dAj6>6j92`1e z?@*Xj1Vd*D6GA_KZ|{kUi2NxXn2HKg@{J?{`L!~e^Hp)2Zs+RTIBf{CRGgE74xCt* zRbyb9Uycno!@8(GjNx2OXRO~9Q`kHxT6tB(2A9La>^8MVFp*v0w#4%hKuW!rC1VnN zKIp1tY+Q~l1x+%3*Pd+aCXT=2FcZv&DpoXWnL+c%NIRPwIk<4NO3&NP6k9p()iY;C zW1Us;tbDj3Ql0>lOq>yJMBT`}nv{eYN?jK02eSZ8K(fE(Sxz+2i)9VtdNsqP(v)Oe z%1j@)pT&XGT<$k^m>xsIv*BoOeIJ}8zI}hXb_>Vv5Be?J0%rcL=Xt0?zJxYgwYa-qrCy)xbz&z0yOF{WgJnQoW8A-ho1%*wez6KvFDGv z%pWNINn4clz7|*Q`Mv~cTn9@3jH{^k24>0s2~mh1x5Vi^MPqB%f>V>;H8bi7%E}-&xV)i0+S@{>g=yn`mcyL0JjM z*BjON{`-Vg``77n)Crh(|L6IN++Elq8};ne2Q#erAbz=7{18m1nsIiN^TH(EjWIc{ zY)s8QF1qyX7>?7Zy7P+LLPO&3S{@U5s2#DcjEwWdhD)hCz8P4-Ty~{P(Ssw|9yVkIkjIUJ zVBylgrw#-aT&m+ICD)$D8sT+W#lyF;WWE52VQw%%NdEmfodM=p&akW0&co1r;mg#0 z)JS?TwRpxU9HuIFcu!he;B-Y^;iS4hbmY!xioCrGjf*W!Hmu7?64K}AN!WhBzxCwb za16<3+1X|e?ttQ_-I>jzWk|7P&+8$H!e-Lo1Kjl@YJ5~#On(YyT!qXT z+%$0g=tElm&sn(i@GDEn3K2(w#ojo~tK-<@jv80CcpUIdud^Syi5=HIqgdT`t{JCX zZ~Dmzy?q}fDn|Bh1Yp$gZn+;xI+MNNmar2O{ZT9ZUO!%LR98vUFa; z=A506ZI3i=4ST%)WoAoYBsY0k$eaRl6zzWz+PN@pEMp$__#BYzXH{N!J-~h%CO(b( zr*M4{`QOsT;M`Y#m&@~9u+d%+$>K1IOHXS1W{yY#afz@ord|%jt*|`;9QSd#!IwJb z<_nzDy07*A`Z)Z|B%V!3riCsx9S+~S7FaG~{q;&w53Uhz%-4u4!G_ZxYoX3E%pcP1 zUek8O$+jQTLxxDe#6Ue1s81CqEKoWn#Tj%vkSQXOGVr{8` z4b9Yh(hb7UX1@P^f!a%)LN)ulv&Ar&0WJrMjss<%>*sWK8C+#nyAg8a7Hrn;VpP}W zK+@xi(;<%nffTv^8oKCv#=yk5tSm1Pf_DU z#s1&Qb*4z(B7BQkW5-3w$wUVZA};K(Rz9Jt1C$f>t|tToq2mU>%EdJ$n9S{oDW*LL zRR;cA9E00^SvO=pmC+SO^b;9x(FPPeC+Hx z8M>D4Dtc?5!g|ZR?19N*7_}ahWswnsiLzKDwl9&`EDRH?J3=u0Q<{G$r^QAj9Dq1C7ZR_qj;06gG`~jV;Pl~vQ@C^ss}Bl{bfPsD&x`0rvkhSPk1=Q2 z34qbEMqyp+LRbn7{6xGp19R7Y|H^RNk0~#`kHxfZ@9{l`o|04Nag@fqvn{j$8lLKU z8-}jpN(6=F&tWSl?u;*gE*%2VhPKR`8kb<9r$jl#xV8WQ)Xg?7jCs$KIS{@1NiQ z=RB|H-1qf-KJWJ*=YEP*^llR9+2WPO&+8Ky`52t}I6_-+bk_GjT9QX#&*vB{ir?jm-kJQevj)dl$+&d%3< zFW}^2?B0Mw(>N}kn{`s@3QnC=p1JhE9_QD_7`q;(;PB?B+=n%xFzu_eW5aO*8+Ik! zmb>>8y1df7_~^gFCe!}iz5{Hqu`GuUHuOMw_B7E(inv2GmrM*kyXBn#T)L&H5DTf+3NlH1!xo*?OjQ}>r2Ejao#wa_#^ z2dQ>rJ56nCp+~%SzZ+!&%a3eNiV59IpwUo?r{;RX`qh15GYM@-)#$ZWol3xg!4YoF zh6(6XYx5~-zYEkiSO2Jmy@084#fXA92b@ocN&Rz}4aS@$I%5_qaL$rwkbmhc&T?NC zNe#G&VQQtj4aSOK%I5p`xw(<_UF}26X^G;8TmxJ1f;Zq`v)n+EzfkGJQtbv_ls!eHb9zLs%h1800j^dh9Sm=k1rh`;g~a>`DKBx_%UI;pLmRo zK=+$N+BQ@cNaC&m(+if+dO%!2o~H)8-n4zTO-X{flohJrrI*mH_4p}aa2Y4)xc13@ zNWxr&XY4NLxQPs=Ao-ql2do|t`kUjo3bj`b%$-?QfYqy^dJb!11O^%TzpT1e*c@*{ zWF~wj(C>Brl4$q=Y}uUkul9A}z`Vj!i(d*bBHA1yAua%oIoy5izGJZVDZLsqR$*Ku zMOP`K2(v_jIj`kK66hpH^TufZ;LzRp)C|~2@cLonB1nB$NJ}G z0^YI?IQoWDEreDNW?3S0@)p^FQkr=ojKZzCeoJ@&k)<2Ao(AA;yso!F1G_Uan%P{qlo|aTOrjQ8U91 z6k(s5osp~HbEKTR+9leT1@&kDZ9Dt56NW}lJ=T*u3yWEuO4+rgK&}>f^WTgJR7a=Y z^*k|+Llrt@e4WNn;{8B&_(Tj)mp@YV>0EH8f0;II%o|4)UwDQA3-&r#m)xP8#<4#8 zSAGK)FcHeOJ${)H>uOGXlRsaHe~wpu8$K2S%?E!z$~39PMyn5>EpwT$&F-lAQ?--W zry41ftxP4*C@fMWHWsmew?T`*$uBToT{TkR{Ss!L*v9PTxP{a9X~}6{>aqW0eH7mO z04>j z)|S63JlpsE-velRbuaF*UpBNURex&!mIKrt;r+hi#n|Te#pz%gJ$A>NO3(}^;i|%S z0b*k@%&Q36x5|4En3Q+%xddv$9POcm@C$yhG*vfabZr-uy88{EF;s^|9fk91&-;8 zM18bxKW~Sb%MWH_o>Xt;6M-d3k_JbP9=%_pehS-{f`#6=AA`+F>z}P>2+-Ipd&%_D zXY4)Um{+dDKwwlHJDGCt9(?-jrgT+|RHY!%`XF@HCw=|#I+(09n| zQ>&mR_P>%~=qq-|zS}zv918J+MD1#ucbt0A!C@qLB8(Q=`Jx!-&U9dBqMc=$bUIKY zEzjkgbHbSs`67`WThGNG?VL<8or~7bciwI$63gyN*#WoNmvE9D))b&R!V~ zb?o>r)kJy89}~vj-Ecpxh%-V=8pWhuO!i6$n@bkJzR-k7MbN;dSB5WMTU|j?xC&)w z@?ET>F`B8+*o9Ng;ZJ=&BtiRQw*Zrjm(X{ncn@2P9@c*sxy@_1h%-ihkp^og2(%^} z?PAj!xZD$ZpHS+Evxh-i&h{+MXsA~ACEq8|T2Y@?yw$_e%=ZUQUtGn0iF0&&hZnc5 zd-70sbv2Opq&^Afb-}i1tC!`xE4Xr!~XY=^I@2Hx?^kKSvr}&N{#oqD7%^Pjlp`zmYYNQ*c4LPm} z#_oe+6BqY0uFqj$Ps1avT#2n-U;EF0`Uy~f9dgXu>yM=M0EMgi13g3XM$jSweo82S~9ej-7*8NI_K+4C|sbG$s@eop`?hq(+jTTO_xFaNegv|Yy0 zceWCJ`NlvhP`D;~WgiYOW_%0FSb%|^UndPI6_9_3NznX429EnTU2V&l!oF6S&kUu0 zNIpS+_s!`a4o(J!NnKjRiIZ#gEBQ~b|Esalg}f^;KVx&r=Uo?0#+*D}WprT6KW^Tg z_|O1BY#vDmIkI3hXI903_5bJnBx`X5eSi^r0~y+O4kYt=uARQ1Ok`Re)J^RVfH_G{ zd0F;Y*f=|Wl+TA9uHSN0iwq8dVbk}KzE;uD(Q}+eD?ACyTqSQ9I4@!68+Dls!v<`~ zfAYZovLjIVr3zL{x`Av~?j(5a9gen6j5w#>L(&`P+AF=MpyEd{ndQJN%p9vqQp@Rt znK>`I_n*>X==-ldZUV=k(P^Z&P?{U4YHD_GMEWr$dtBXi-2>+jUiOUv6`V>T)$gnq zg!X=RK92-joShRq7;`!V=6yGtQhje=#$x)TqY-0 z4`Fzl#kN4cgV-(k?|M~Q98mZ0{9xf~1yUr-Z}pEtket+eoz<}yR~}||vOQ~r=2^a7 zm;VcbtP5#&&(@%(IM+EtT@2e< z=F<~<05{4XLhae>1_ufH)GO6y(?@NNEsiZI5O9j$&q3i@{4s!0@P zgAONT1_@z{giG+1>0LOTp_sW4;Wrdhp^FVPy_#=|P0ekUPH5?FWrfS`1!GE3_i5$y1u+maCQM6MFilZj3 z<&b*7*F-u(qC*+Rgw9D~pOyIzBDYW@TNs}x8!AQCC zVsFF^OlQ4RVJJz2IdiusXL&l1(lWmDkoE+DmRFX!`faT;CwK~n^_aGwU$4U& z_XE#-EF~a;ZAk8SYA;rQh&ML)+w{#ez3>+dEbKlKD0^vm+lDu1?on zO^C-eMGmu#7lXKPT<_A!fA3&5eE*Ip3u|m^I!-Q#Zh}#6_uF-jbWmF=&@4X_07VBb zm@Mj+Xv@jYDoq5VSspU>CEuz2MN`ESq)w8b4B+cE8m%cp)Y89b2$Du=<|-<3vK zC;L)~FZ=_Jaabt=dpL}C-;#5o5r*m`b5~EyAH)rdO!nkc?6|Z`?pSqTJrI{1&VRJ( z#&O18lPuw{&{Ocn;EeAd81-_?DeKO_`lAPr662a7KbD}FInM+O@6x!I9$W#c(yhwL zqwKh#28`?Y5uBr47d+k8kf`X!e(O{SFPBbczZdYW{;APs%yURMH`>ntGa_V>>L23;e50 zcmR2Ug>H#f^EkMndT!=W0Q5X#EwruvL7=h84>{3E#F;ya)oIo1IJ!e#OI^tb``**_ zy&2-b#enFOA@zPZUedC|_Bu0CCXaS9=1majTteSx2Fc^JdwA%X=vG+eynOkd<6&4D z`9Zc{b;O0jOA&s)XRxx>vF*~)KpZaRE!**b9)0X>6%w`+8oF6U7ZZE1uI|DKKRq?* z|IM@7^D!0%7RxjClj|{`UAyAaGds+Zr911uqJzUJr%HL3Gjaa3DXjX>I~JOt{k^KwOVe)zS{}u|&HjHd>gFsg zvF#w##p*UOdoRJ#+p}7$AMA0!YR$~`dN7vfbG@`33&i=9F`nda6wHZcmQ(yii*;f` zH#pWufav=EL?+vDY;sXV2Y8=0@me``y*NEgMKa zn)f$#xp6iACx7kVQk*f4nUrK-hUx0Pic4Vv*j!l=I{m8ysL^o^bq`ix!u5Dnvvdj0 zGW)4)8%`euG*Fodlq|S8uN!dopFHu0I@%J7^%fc*A3i1;+UkjSIWLP zSWKtAX8eW~TMs;WJb&md^xmi2FdMs$uNJ?5<}25S6btSKsW2I6c-Di4&O{=Oof*Hr z<^m2iXT8fC%Y}}V?K({_JaJ}ujh^>bG4x#9X;_y! z`h=a*#}VV@2dOoeu&P>vVNzBP$d5l}vzk7|g2P&}%ntEL)p3;i@$?Z^H#zT3b=!a$ zhL()oLqS!jNBIKBosAv_z@iN){T& zsW2k%*kOHWR5%{tU_lSPn$rz^jLl56@qlL*mR_SVLHqhVj ztI1#gIgTFWcy%Gx49RLm2BTkAVZbK5J*AcfHUu)L|3oxkQnJ#n;u0Cx-dE)?91@3) zqQRTGi!GS;`+ZrzcqB}QvD|$-p@EcI)$QB|*kItxj$F>iEifkVF$A}r!37~{Rl!|| zqcuiirtj`y5BYAqZe0r&I}=PN;~v4pIFkVms$xCEL80A`a)BD!MYp&V1ReWL@6L1_ zg8bc=wBD8p;Q}W$(C6aTdU7QWW$ficitG0Ciff8cciv@J{MNk9ij<~ZoJ@zAU!8%v zMbeNOTO4WYJB;(+bl5eQyRn?Ln{+6c1Nt{(^uOf}!{VnS=D+;aaYEP4H}G2l%+L#T zbe^$A58jEjk1_txT-kd2D|aKr71yjkIGuqb9ZyE*#k^r8__bO_N(L5%YRLZ-)4&ns zET@gT%dqk2VUxuTYiNXv>pQ$Bu;TQR%&4k0q;(bFyXQ&30XKqfTGTB}(hK!0mCwXk z`KuY;e)QN>wP%N>bU2ZLZd_&iqvJ5rr5dOBz6+-g7i;`Mhx#%G%THHZk(q!DX z@7xt!eta)&9E9`VGpST)sWI_c695E{h)G_JxLB zrx?$a{Kh7PfKP87@Ym)@jqywa^nFiNqY|G(>-rpjf`B9T?ULC%^q(;f2xpx6x=$E; zvG?-D>3SeZCUXBing~UrFDi9B&7rQr8&*y&VltcM`5%!_vDHu0F5$~@oGfEBB1RvC zfkM}^c%FWI{g5Lrr9c+PjD)WQRox`gXwJ5HOx#6^ZsQ(3wO<&Gv=s+c+pzkN-m!Td z35e%qUS%`c4{Ooa15{WTk@TSCKLyehlHV!@JBtdy((v>*rTjja2(X*B57xoi^j&7O zcQ0eS8RN6azh7|rn{OcL`Dd6_t^RcR{xXhre~``HX@=9p^WuHlc{s$|$o@PSaE8xH z^afAV*8XxH4@eBcKE;g_>ZOxdxZ~tniM0|oJ$rN8@6B^4Yh~B}aXkxiIxJl6SkGVJJb*rzY^)Zl9dbb9cb{~Oxk#OKmoZ&^EVsG}?Ymt8nkxSZ8^ zbip3x%N4WEb;U!Q%r(bz&!{+F(>k@*cn@Zq5*|uFxQO#CGGdWN-cVY*CwV}af@9yW zj!d+)LPwI6K@#0rB=4&lYdceg6EPah8eY9fEy<5p9QMYxBO_YJU#b#l_V3jw{^$ZD zVy$~z&IjSFg8V7t;BU|u*#2{#rW+SLe!kmhum{GaE>I6xZ3B{S$+Kh`UKlAT{>h)X z7blMI3~~2831s(W{p{LaEWSRIe46m#G`>k! zKdg-FUiCbWbspltg}qWw4oP8WC1H=|vv?%)I7LJ-Ou};fo#X#;S;63?1C%@doiN&X zCvH5W7AKfygl^9TBSkgtP+IO!9Nl?5>i1GUv}5-~oLqKJQq}CGlqWq#H%u`qcHO9uVu8h2TpeHysH~h z29!y)#Tndbm*9FWVk)Wk=ho0 zA5V5@Ho~G#L#o84C@yc`DeyhG9VsjJ z3wMj(VL#_R@VxUGNWCBK@=E^M;$He`#`z!6ym*@IDO7_KPVcFF@rKwXWHqjxA%^6# zhv#(?*fBNnV@t5#91fgP>bh=w6^Hi5bz~jm#CpHm8MpUoAw}{852u(peqV^Z8&()d zpnbgLY4PkJ%<<^8-;R(53ZLYpo0l;Tdo{gZDCEPb&Q{kaIzzZ3ba{f8uNNl5bSbx< z(%{14mFNE7({cDmvPxlMKP;OcEuPh;$2x6+wg;<<(0;b3+Ks{n3uZC}&uf$6pVX(* zjGXVGK{|HVRZ$mcIz{uq>01wW_b4sIkt2wVlcw{=-1;zZ{D2fEB@{|G-=@6lCcqd+ zJFm!JT^R8AEX8WE4OdeR-hAPvgmn+t=U9#~L%+`<(PEV*C}d+4QMb-Uvf-BpQY?Ki zxZwApEz=!)&pOO5Sl@w$L4|~Be;FLBjW)kH&JJTGpM3T+--2cq<)8|_aaegk^xSso zEs}~ooF6Cl6KV1ml|{%VIQF6~G=s)?%g>U(>PoI+@eSn%a<^AtVeM0RID-kSH|uM8 zS@Obs0K5G$!D6IJl-wgK6atRV$#Xz2F8nvCZC+7?gYDx@+|@BqFT3l~1;P&~zo+`( zw#rYK{-E{jgv}r%cYdz^aP9;WKMGu_EK9^ZuaHE;cTrev^6;#PKpGD1-u2M1=@ZmE zB6Mj`Nw|>QD?7DX2=hDd7^O=o5@{~gXh^mJcBc9;9zGxpgQQ>AT7OE)>N&a;e zMAK{Av}oyJpQ9I>az;2TSiP!JH@^g)lD5h&pt~Cu|OD%H35i{SAbMTnWQ>+na%O-~o}1Za?<$INGk!1Oq8L zlqP7`H5kBcG&!%maBNPBNPNB>M%HOsY;u-x%x$c(Y%htp?U|p^!Bhf~q264qD*79d z*^c*z_{2ACa1MI&tsS8KR3OcB62SP4rJ}1UpK(~XHDP7{BW!Qbu4nuE3Mr2?GYw?h zafZ2C^>o_>7!Nz%PSwzX>DyIz5^K$&jq9J)<)pJv)5+X!+@Fpy9w)AT+kA|xhe&kv zomX*AS9%A>-62?+@X>zvcqcUa|5dqa5RCl=nFqNI_u?S)nP^S^bx7zvIxstMAI7<3 z#DxRQq5esr_<?!veJfABL;3GjQzTGv^?foX{-`(d>ubpa~^M-FuLq zx$n7Burtoln}2XhH^;>j2@XlA8GfWA!kqy1b54GRLdEXzt3S-xlO8fZ> zab?!#@59T2Fk9B1nM0EVGs)K#Jf%BfWMn#(gVX`N4|A8hU!TN29e1y!vmr1PrFYNQ za~UVt3r1oio@4*5CUyA8jANEl2J-i;VfFI^eYRC=0^=hdH;!5lXw>I^)t;~e$K4wD zKmFAQORk6Q9XGqMkqAtZ3Kc+!YrlEe|1$L5A5N}_qQGQGuW7V$Fibi>s)7HXL!tZ7 zFf;oav}S#}(zo3UhXW&bFn7+wB+J>fqx3wG*r5C_Q|Kj;<`L813)E!nIlhBEi})U= z8812bUoM62H*U=~U&Em5tWND*+z%MXHfO2bT2Ot`G0w4k0@t;jMfs1Nhra54!fyJt zIN;D*K4L|K^S;5}u3kT(=UbMiHn$s*c5{ifU_}R-r!H)?k96^7%sEJ6 z#nVR#G*OW%mXg}oBR65DIcm7Yn>TNpaCyM^$@k*!PC-PvIht+Vt|y>R;f?bn?rxZx zt$cZjXpP0SFLv?p)WPD0-^-}7JQ$N{Ph>wPj$@_??&19xaWTOqVE-XE?7v?YW?iob z3-Th;yT2tsXVNLNn}O5twQrxUT~t3z2$uN%N416cc=m=}6LZ*HC{z7@G!&a(#W%f* zD95@mVHy3KSBbP~A_0X3Ex6<~)m&qF0Lz`|{O6BM<3h7Yz4{p??0r7ACOr~^O(BL# zB-u1tZOCR`C^VpI=A zXN76a^9KlYYFa(@TnsQ$#LMzZTn~oYQh$d+F_KR2@oqe43ifT04GlCZNKw{1m1;f66L!=0aZcO26z1$y=V*9kHSz~5H8gndrHTXPhwjzy^i0_8cUs}P&jBPesq&st z8pLkG`8n511<>jJlT}Q@1-mm_6`Lg90Oh@C_GRq|2o&%(xZcEq3la+39)4%X>PVyU z>%GYY8tLD^*eXq7sqyhfy~)@Dw(h@cZo{H+P+fJ# zAcpQ`)tVLe$Ebiu{}kT6gO#}R<@dQeVR~L5V12V4B29L#@C1!P^Xrcizt5WDfZw@u zVpq~(b~EM8l0q3!6>GIaMvJ!gy~gQ-jU$XM^BAeN2jM_inF0A_56)j^D!G2*K)sRl|F>y zXC;}xPBX%+?9VNTG=pZg)QP(s7DPIRhJQ?zNiZ~@EFla9Ff{yDx0CW72E|lV_8e}) z(f68dK2OVF^&5HZVZGGWywN{g2$I0@*aN5Y4e8L-u^{pC3uWxjY%~i}e1#cEYUQZaYw*5!pBg6do^a1|Yeh@JikHWBc3l^slt&({7iYy5mYnQp1_c=Ep8u(}E{r54HWS66 zb!dnkE-pBEg0TH@7@Zu?eH<#)@=YlE03$sCT2JKfVP&*Xv(NcY%oW17u_l=35eAJqfd6;zkm#zwn4rcHA>H)^g{gVdmbAUplDwSyz2Nd7#dEULR z;Ja=v^AEah_|%DHld_!`3b(tcPx`A87?{ee3*J#*!oVWUykq^{zteFX&LCTJ(RujANH8d&kvtVYJ4?O5(%`Xujc>sFb=NDbr)6 z8aCH)&Y8&C9?L;s&KV>_#aA?j3a~a8 zZemg^fRi>01JjgvSbTJB(`Zf}iRZXrpWz=ITK&AOe`OjwgOyo(hJM9C&l*3u+(MYsd0Kj4R|Sk~ z)gIS5X^o9>u}^;0?tzxQuHSRxMzNgcp)fUF1gG!P#-%2fLmx>>+K%xkj4|JS>RHtb zBWo<@WemBnuV|6|_2|5RkhrOu3Ys%wamYh$Hatf1CfS2Dd+G{b=?-@0rXyHpW|dMhjNv-auzzy zK$4ac&q{a0h4=AiPkFcDIKD2WTIa*;f?7rp!ylX(=Gp=OM#CxQ$4u=L5wL|n2 zq2<3%FZb}4Vsz~6(d~RP@QI7()K9-g912RkvfIrJH=9zXlM}8H=w)WEnO@oQkDgmB zC-v-b@L5*E8M_y+XZ~O!RZc12N(5>LnE;!}(4%~hMcCRCO2q^& zBvm$S<&W?!6KNS7jtS#*GS`Hl;kmkCg+16WQM-@MKosVSI2^jOg>j*CB<6J5CQN&8 zw5HrG#Tn-hJ7X3vV4aTy*P>h|4%Qpwcb{7V6obQ#CrhC=|LE;A-Nv|VySwD?rAQcl zcdaZYa|I~@Cb`?hz7pwKI7;t4pT>dS>(^3zNLYMV)p_abE9{s0^4~ZzL6y0fqjdTi zNLFv&bems;xlpYSoGy*n9)12fx6dtny{5%+GprigNLE5Irevu1(7HNpJ&yz9zl_C0 zAHq88-AWz53s8~CVB)c}AEpTRcYIQoz}AcJzmfXwki4^UmBr>bfp%xa=rxv$K#f(^ z`Shd?k##vNU*`!dI=1!CJuSq-+=@eQLmtDza2lU?13MIdO!67YZo#R^IBKuYOIT!1 z`LkB-kMphV2Ja*3U_j)l3lF%oUoMJ?vGRk%fl1@SwM%u(804U z*+|I{ksa1-f|1L6{e`a1L8QcyfU4b3VCB|Ea(3P}AQ$zRJj^V^Nv@KxZ+`r+c>C=7 z%Mm{8HE0ok*BuIri7RC9sq5PkWUlOg=@H-4XYBMH|xpY7|Lt=*bK zU}U;}4Dvmn3NzE&L+C2=2k{4?P-(wd{+#6vOf3sW{*(U&6Ya-N=-kvtN~)4e+5`~? z%A9zN<_obeJG@o&3O`cbNW3&p3xnn7-SrRO9)#p8rR<8fLRjUc&}A{FhK&TngD<5* zvGLc?!HCxh*jFmA_48dDjIvfl95>~MmTO<+jr+`D?le_7IK%;$bnEo3M_8kxN;{LILvp!RTmXd>5_}Sx5(QP%HXM4YKB;pOu z%&STN<5%74qqeSHjdM_Td3b1T^cSwBWncY%aFakQkz}EDa}ZbJ#IDvgSwLs$bnN5y z2AKD^ch(iS12MjAFRsJ_brr^4aUY*_3lxdn;7i%Y1mhouE>bFbpq(PwQEqwj z$;jCx;t+_WMn|#0fahW#%cDvlne^~@sm{{vQh zZ|4nscnFi+qU{UYN1<*(P)kYWKU^r3-Tm`a2ll8{^*wo}MPy=+=#dPuf-d(OjncVv zEa-?xrLks(2~OWumM{+@ZT1F%m&AxT!M7s&aRb~=(?wSO69bB@{DhTUKTPwFzH2h+ z$5lg8PV3)8Fxg@J*YMYWIM-4tnB~KVqsJcyJ>CP*dBrBT>X5oHXn(v_wlfBR^!I`y(Jz&3s7kP zqn~Xs4~N)mG?fNtf%IE9%~$Ivr1c#x4cRz`^SU&FdoHQMP=RRGflOhX{O|Png0=@Z zkx}$8^35)2FnZY(-+B^?c%QQW$F>(qQy$)2M%4n@IEH{h5AJ4vsq4mwQ-Q;e5EI@TdPapyPYXk%-~1`1$d%h!7PE7%1AP z5B4sBjn@?w`BTTBQL`wf#@HP;EDv0{R_BgOl8=YKCJzC5>9gFiRxez%J3GzSyNL_^ zA66u!<+1bmLoc@4{V-sueXHBzHTEr;A8{#3!pi&J9~}DuDeHIVHp?oYY%)2u*`R0b2um(BoK8LG19t&rT}57J-1;a8AZezWP@Yb~6Yo=B10 zu@5_6`7BxXj=^YT$(2@tb5La}8LgJ*hr|1{HCH(P!xe?3l(r;yEV?BXRO4U^BdNwB zN!Mgybt&u*-w9!$yfoSF%UOYO?%6Li+1hZTnj?aX^%5+F%suE_>B0fppqqL2wlJn9 z@{50OEH*zp@S;3g5f=06LhMZRar&$O!F!3ffmCuwHdxC9+9a6{5odLvZ{zgAGw!T7 zDDWL5xkx}h`+4=D^kJMAW6hYIy8=xX!o|{Z)v#cadgXrY73@wT9i%_w3Z0ll(HMV; z^?#i?zi#Mmac*QW*~1n(vNsCTpB%%EVXeO`V)Hnqa;SVK&sU&`^z!f!8F2Vx$)jIcYMt~(uGK`kM-IAdFL%H||6pBWR~QaScmAUe1wjdEj^y0H3H{dsp8ngI!ScrN zr`d!S4A#$0Pna@;66HPG7xe^*^lEIx*^jRXwEOvH`53K{^tH-){01{DJ#1}EW08Xi zwbA`bIg7Zkaqyt|J4Tp^iC;dzkO;kJ#FdjcTcB5#xr8Ao35VX>^<8;h1;ZvwhP`cC zP{;V&^fF5~_6VHXFV|!WOKm5j-i%gYxue!MWs`TXw3FO#He7%drtRE4ksLTEvrfGb zxf4c`vR+-ZdjjntPp(+lT>)y?jq|)4XP_oQ>hwIH5-t#F8%(C$u+z-#LVeju7@WL1 zQ?|MU(?=Y-c<8Cv5%cev$*UTeVmRk`)=v({>zluA_-Ejvx4Zv|!W39O6Lok!$phx2 zZ;oA{;R2%6uf2qOkFZzwqQk#!MbO#)$WQaYV`$uOZ2N7s9O~Km>7(6!p?7oCgyp#@ z%sytV;2F)^;s|_kA*~5#GynLnN#|hKE#8%>)N1Va(jxFo{D+igeY1#z;xId8ZP&G^ z1Dl(V*M65p;Xm)68?*fV*w^N>cp`xr$UCW{$9+%0ErtE}9vDU8P_A%|$nPjzVKH=9 zESrFtxeNC~+6`dgo&s5qcgsUgh@=yDzJb~)_jP&sdMq>!HM_7O0Zr|B-}X!Ghx+YO zyN@$EVZ+tFCsy3{(BNTOAFWA+&INxU90vS zSh^i_%9U9VXC>9|YBZjQg}ACz!GG;A{HIjQly4a*a~o=ANuM!Os8*>hvk>YX_x^HI z6o3>Vy;}#FrC_8*W_0h@VW6bHdTw3T5Ay~GUjAmhhON~zot4I31VH(SRkfVH@5w-AI8yp#wtG;!k|n2 zNO@vkH1z&{elFv32KKez_-gLF2we}~ks77?>@iHR)XTh<5wV!Z8cMm^te==9SU6vH8JB|d@9IvhXgUL}{k z5626(-D;zrhUKa>_D9b;p!MS3_qFMsxI}$AWyihM!`_8e_GU3S`Hxm{C-E>29ov3N zrLhz#zXh+pzw-n$RnC)hL+!AiWA}$?cOmRk+BV{O(HBOKUDvfoZRk#v8{cxO5_)Q}V(HEY6pHFfooM(ik(B zaqaDeKJ~CyAFlPoP-xlMs;&rDl`TYt2gD#Lhb#9`_gfg#U~qaU`9XV5YG(}Xuq|8_eR1?oS5_P=S)d} zWYNxr;*LBRJ`-z!?9ZW2@CAA9Fb&3^4m0W08;9|g!GXx=^F*2}&5QvKa`=rnu=$DL z1JhO+=@Dlx5^1zpX$@Ssps~rCNMhu|jxz>cFXa=k$%Mt|hV2?O?7kpS#oq&cRF92K z-*KF=mG)9FP(e}#@dq(S7sgaB2_0}6z|qGGye4Eh7}&<~r&vlHR+dDeKvGn+N1|ghk>oXBdTZVM4 z#65StA46Mon=H#CDWJBP8VN3+#$^buJX0tPi^kU|b(b@skw)-<=(A5q;oanFdV3Ei zk~wLHcNan0Iro6-mKm6e{2Ch>mW@>Fi$TT*-kKHixPHf}f+vd$=Qle^6T^t4aaa9&`~o;Pb zWkOGE#SQtNJvcVgzY?w^4ZZ8JXYQU8fReWlNuKuhP&0M%bKM?$m_PYM{Oo^+iHxUe z(~s0{zENJ-O0TSa*p*bkDa^m>AxkD=T&e2d*(VO39AH=7DuWW&Q}x zvx=-%_f%lt^&v**07XE$zplMF{UX?K`?a%JcaC$EpJo6%FImP^h516aSXjjSl;f~? zDm-U!KoDwZ58Ap}tYKGQ)Dwx9Z7{B&q+qiD7*sxX74X_$f=#=5Fmo!3NHcz({YvOI zXs9cAX4AKhonP2hJ8La*P~ijSXWL+(;+kEJjuq5?cWXb?6NhM})E3Ne8AvUrRsw;` z7$&SW71|w*KWu{ieYxn6q;{Q<-W7qvr?SZo!2>Y&Bl^&()%(yYvsO6v&VWGUap#4W z{YN0HW*>T#qk=sY7NPyMW{`I0O@oNeR~US)@Th9)3)+?J&%dejl}N)vuc2i321*N; zLVj*$6KMK&$?h7ugwwl1^J(3m;^Om|DjMB9=zPLEV(QO>tG&fMXPr7=(cdonb-e;E z4yN(Ge*F`d40ygdJoy4$a`Ep^jmTnwA}5ofk~wC6b27`1VSoia?=|b(ZlENqi0;p9 zgZ{KPJ<4j@Fvc2OKTVU5O=fiM4Y!zK-A{#c@5^jxYZ6y_#g`4!UFLpnRin_#=df9I zFb*l|FD~+x_2c}rzWmPt+_1nE{dD!yC#)b?tY*Y|!1R(yeC~h)%tikt-gn=F>+7>K zRv*N0!_)X#r|AxCAN+FU=UF%G5&EDYb=wa{b}QUyd-!D%JCmBF)J%@?Q!0_6+D--lrVR5eIVS-ye%)I?ztn0-J z z8g#MBT9}p^<0?Y=!%G8@QF4OyEPW$!dx6XGHHscIMkl79j?=+1=0Tw}^3)f4V<6SjSNlJ9*y3FeLsKNeBuf?lnz zA8DMtxbVK4e({qzl#E;&Og-@ysOOy1Kk}zy5v6bs*@Y2DqqW+r2yd{kyGOX$W(ud3 zrgw+Fd5Y!2$Are(pJ0un`&^j^Cl;}WcLmrc<4jW9n&!iNBCTDtf;e*r%wE>oA1%cO zBX{+$u8O>cA>C^m0z*znp$@fG-C@Il@k+wYzcx5jFe}E& zCLpH)T{p|Q|6W+Zl*M0D&h2uzw0Vua(d!nj+C5_ZP_*@Xoga?np7X>NVE#E0Dgpz$ zcKscEE{OByUv9s6U5-)95xefb(gRAxV5pOL1FqYN?K}1163&K@*qFD?LffyW6Bajw zp-ePBMS=M=EYi^E=T>K8-@bmj)Dm|XyM6YrZsabgW3lUVWO*7U{~Vk+1iCx1Ykn zAwsOWyEXK12j^c5*^c!SJBHr3$ikw}iAE(xNf>g^+Wh-W1E=DJ`&CtMLYd_|`}pL; z*qo#7qIWI^Cw~8a*z5BU3!-o7E0DQhSzh)|{XI=AxyBmv#H9wv>;f&Sxml3KM3jiJHf@9k?t8-c*!}zM3}#U8&5+c6o(4+%%Y&%dQ!qHFlr*)l9mua=D0BU81^)?C zX#}G9J2csCN!#pZKR|P#!)|93S_m6dd&m_hZl4yBce#omh#Ql6~?tQ z<#t?_mw?hW^gz?H6&Jf*yzQnFi8O(y1@eyH-s^keYFS2Nh2kZ50tgb(T zg%A6$G(}&9mN!yazGCyx{#7QY_Sg%Y_;`6{`tB_xjs1(bsYSHwk)t&-}1s zt}y&@3K4oEHw~^H+yPWDmPpLo4-M`LBN4;La8{ou|4yF`Zbrtv%(@^Ah4#kBJvnZ} zr0La{)p5;0d{xkYVJH#jk4{-zSwFx&p7LEg@^=#GNbya9)+P}3V84ve!|TxNQQvlO zZxytbjaVi2GC(I6tH!N^()jlrPq$v&9@x~2cPF_CLeq=b!PztmB**paQhs$2#tM{1 z0*8IErRV%mU%VBLgrB){E3+6Vl~-0X%7Ssuhc1uts{@RF_GL1;%mq`|tZhP!GH~-< zt(nLDY%F(a<&bGggMU#&2M%W#VcTR3)4A<&Fc|SxnoQUSi}BZK!Xjy4)^1eT*xw4; zRcj;%Yr>&q@<;-^5iLxMKDeo*)DN@g#P>N3>%p|L&Mt!vWf-3EV@$D5hozeX^)K~* z0>$bksp9DpmJLXK;%K*p5wknTU$+?}<$2-B9fzIa5A&ni(!T<*Qf_lW^^G_D(=Jy1 zEldH@9-ig@-e(|br|o?f)+rz#`1DZ(z{B!?@XU zKU~1j92*}}Gwa^?V>1Iq?!O>(K z$6riLGEG7F-Uk9A6Xwtu^qq_E$SW-S_)FJj=r&NF&vlgw(Bgv3nSYgz@i4*gC1|2r z14;7iZZ@7Pm^QuBHO6YozfRbfF)B;LjP0s^^gKJh%sIJYu}u-ibKh#xCvw30`bj;_ znL`A|2$r?YuguWds?9F6Z8vsLbQc&ivp`eNsA}c8b1*wtxjXHcCf12{*{Ey!;QV#r zr+;6?K(lJ?{i^n07}?$*f0VNW2G7L#+MT$D%cg%X@Ki?P)Y@Wu`wdzcshif3_U?f7 zh#e2FCB24jUiYB=PahduShk$n&NiG3Yb2f= zYZkoKS8n>AH!oxR%H{9p)Mc^L5vrNLXu+V`q}09CRh(&MlT7vK#hJXweOU&g(D+IH zznIh|nBA|t+N1IxjAduMF$U?SprYv`6Ej{EbKFHw|F6 zn8rx4>pZUhd-kSBz!z7l_l}$~|A?dt)&;*)7m)JldC(E2Ak62^k>fKO!_`MOsJ!7e zxLWmUs{H0JoV`6M*jBb3=AY@=FEY_$^j<|26N$tLYs0!viEsYT@f8u1S8;~RAY3GR z0%w+f&TX!QV;RX+OS0l7c1=#*QtsZw{zay?BpG3tF;y*{DN=!)V42-FAL>Gp&F>ri z4hCBs9#wa{Js&ng3M!lfuK_iWQR0>kKdv@7Ei}Xhfp)c1pR!Ll&b93NqT)w_wBXc^ zu$&w$S6k0jSc<`+wew>=>Vep?dWu>oVgu8sUa9Z+^_)P<+W8@XEfV|OBNi`qO+fvH zSm!6B`>|jl^>0*w87%5#kQU(rv>9h!Y3@{l&xqTTIZf?WaY#pFB zDgGY5ypECKy3fv<24H1pjthO}J;?FrIPf-p7q)$R)mQ$KjQ_fHBrY*u!NwfB;k%sD z&=K&8!7lhVjGTOUEqW{%o2kqHwXT$5^0!{Re9Uefh;m@LH#)j!+ku-aL@;52KMc1 z=g5R&W5G|FVqq|Qw=ZNmYa4b63YsyF=K*y_{eIuz0T?+hZt+au32sXGS>Ftq#!DGcta@B>glQXeq=eo(rHz%K zSU@CCVRPBS6K63i+>nYAEc#T0W!HY_Q?qjSyOgVHk!&A@P92udGV&k7ex6MOrV|w~(m!8YH%-8? z{nbYQKc}rf)%NJ^!GWt+`<+jt#|(=4%I|x?>g;n z@p2N{Zpr>Cw3&rb*XxIl8b(0JAHA1C_YOjv>6FO7(yKW3C9PRYHUomBbXczXuwlb0 z(dVvTHf#zEG?fXCK)!X*?}LZyhz#`~_42hBU{T4)_TEwoOy##kt&lFjY-!f%!=~xD zAgU@@&iQDIpSoLj>~V$mGcKh!5A22cragbIbxI*wNyh2p&uzF+)fUKUJ&Ap>h3n0% z+FQNdaG|1qok*is^W)XLJ5X5vrd(k=1Rc695^X!oeNL(rq%uFukU2@ItRSDONhu(M@3ZOJJZ%fdCEcM6_^p*PCk ztcKNLY}EDdRpwu?M9T{LLXTnAnjB;F&<2xRoPNkE%x$;Nj*z6fJrhl z)BD~yOm7%sZ#~lqZ6_E1i@e+eb7`Rum}2e&wQuxuq{>hD?L0O?zbyur9+8^va9;%q zqvwA;PnvP|wMo-1xkdtwR=c}7`4#rtQ=^RbSP^L6F9r}V7vos6;3{3b8;+W%?@Kw; zfD>+oGC?bWkmmJ3UY4Sd3$w@M%*^C*?2Z3fmW|gif5@g|rt#&#e{tZXErZKcfjb8``r=^{@7xlOY8YM7pdK`{VDA7xOlqKRY9K(SA_CH zhth1ZY3B#N?!-ITGUQ*a;T48+8i&`S8s6bob>D>VMh%$#Wjc~^8^WCJEgfzza~%5V z-xhV79+OWVjgYRT!+c_1jpj5nERe+NJ|#$Ewob@u;CEf5THW4ZXXlKCzNr+Uq!5^I zzRVXXUk?+HBnce(?l4fqkPuiI0a3@Qe+bBG;=esRqFdS`aUlLOvAZZ3S9dL)+V?gA zi#vYpzT;eq9mFq`%{Q+hkGTK#P7NBE`4s!e@IflhrpA_@EnNXpVEwa(m$X39?Y)=q ztP^HEZl4O^u)#?^qn`5;V|cP}Pm($JGnfg{a4DfX1oIPpmaS6)Fp-jH;&S#ek*P?> zM6lojfzC{o?tM%eESXLATEFRlslORA??QZldii$Un`76JDkKTPyb+&>iMR59uG{z5=}ur&A3Y zc4KS6)qxS+d0f(8yZdQ!7xZ$79qNoeM__nv{PxHx7Z^Ci^I|+U6{;I*uh6+ZgVF!Y zel70o#k&5mE8RPP;#|?)oIZjoE)DWJIy!peO!`EQzHkvXwq{mIM%>)uAbu}flMNto zQ(5G>?_y!f?Uz2cDcJCeXQwguF`Qu=dy*h=3mX~^?oawU4jJmY=YD*SN9tKy*X09S zoN_JKS!wk-HiXJ}?{cBRk@#wI*hMq=>Q#MKI%uo6-i(Z!|LXLM zZX7OOtABKdJ0C|DSgQPDW?}4DMmR<8B)032Cci%4;pJ( zBRhL5|LgmL-wNDW9!Z-}A9=Dr}IiUK%@> zDtG$}ZO1~Qy7GQaMjVO{*t8GM#|}Xi{mj;jF!4EPoz6lNn#)XAc)q#fto(;=c=Qok zt{V)mhT7u#tg=+l@C{rOuHK<$*bKF0ES#}Ad6$6E zwK;A9rsiLGXU9=Sj zA~yFZ!*=K|;7O?a)rKnyzy9{gYQyvg#zEOQ6&ySIg5?Q2Ka5&`EGY864t*jK8t*@T zhl${3iTk59Kz@55J+w^>rtVx5>-k86**{%tcbPv!6z$W@%#wFF@^f7C^L!$%xG06) zp>o6WS>p3I4cD-t)3~~GC>Ic{swwcBp)7u00fUnAspzIojr^z?SbCS#^8t3CGn# z1|bEEmOy!URHQ&W45(>SUxlm!Vc1DLN%uk_W_~i8@*H4+zX1`>youLwv!Z|cu*3GdpX!3exZ}s^kE{K7sCucGaeq;V>5@klDxoD+%bq^PT_Gb0zT22{U?fKfB z&wLqLDH^4b*^)56gY+m~@;Oj0F#MuheTMxk`8h%1LC_6h;Tr~;NHN)6U+I4ps-jqG z9@rH?omBAcCbcvi3p=#u#Mb(JH`PnAy0nRn<#hr94P4O7_D@r)kOPLBS?K6;rEo>g zC3#!222?38Nn`}r;P8J>+7G4-~aG*h2NKde7E|P1^lG_WJ(8Oy-RGq7r}- zGwZ4Ko+sd)^2_|mjvO4!dP7=t3&Z6b#{&H)yRr2@77@dDOE_=4CS$KR4l{2UBFBjK zuxu^K_~;r5dKmS429NB35$@MN9E2#Cf80=_N$MJO&%0bxf9e8w{6Amc2kS5u{4rWi z^*>zJ4(ASX-UmI*D^EK}m$rQ79cW1l5@?^ad^u?G0%qxlUyHTu#+eUj)Od6T7W{J= zg`XizJq-FmVgHP6TtfEI8pSYEl$A9UuYw~N*PqKSFkyeuna;eTIOzKRuR&JAAE$S< z#gHSvBYBthotWWvBnr2~X;%}NkY4JD7}0{Ydpq6{opPY}xxe}a!ZsZ6(3<3kaDZp4 z%DX;^t3nIwgID<~ZZIp!H@TKPi4BIdmp|rQ0LqZJ!yfrturBE6X+}1IPA5g1$+%ir z(6~$Y^WN6}M;qnG2OWS7uesW5{JIdylH#o8{0ip|8!9A51;BcahvsmZBlH&~eO8=K z#N3sK4?MWzajpA6=if9@r0}uhaTgsRX56|Lo417JT!t##Ke&-<-Lf3>v=9b0ZrUCV z-twS&sXcp&DsY&hY3g;t3Hy)YRM%Mzocx*lXQlr?AomzLuQHavh}5HP8{zx0{_^Kh z@xE;2R>n0i)`lM5d>mG>&+j=UK%nD$ zP^z|(gG1b1uM}?V#f6Rc6T|Z7pzUZj%cvv=^j9t^iCo`_gAyU1=oj6P^uztvQ(-EmFr} z32mu!Ep{KxaN!|;X5RN%ETkU@R~PFh($9XK>Dqk(OT4XK8pOmvZPqPD*57BLKgMMJ z%-6rrvlj`A)15FLFxsl=WdK8WUcQ?y6oD?njk&*VlSCRxyXo;d4y^ko+92or9b3xp z{}eX3hr=xv7w4motRX4}WmH2&x=|7t8Y?0&42CdCFz zJc@;<_gLZbMH97aE($>Od%(SVNE#Irnbsx;)MX}+|1O9QO)?$tFYfy~3_U`gz`d`-_Pv13K${J#Xc`h1tmySrG<*p}T5tdCuQ|kkgo~{${%X zcAAEmAFTQg?4619e4R2!JMLq?>3aK_ zAO)ZbpH@}RIDx+=BX;@EPeI$@mqH`=%ebJXW_){jA2w883qSt66Z)Np?wo4qz@ch} z_ssWFVaVov)d%@%=ySFHDIlp$pph)N!eRavXEP571>9qTT%*JO8`8Q^ng4vB8;vbc zLs<0kcs@h<+1wE4MKvUQIpOW!BphfK&R0A90>9143+Wa=!*}W@Sr3=Jz#J_Fm8Z`; zU_#KfmX(bimb!)qm_FO$P#Fu2ra}!&aYc3NiSL98Z5Fi^nItUCO4^ntYz9d#_jhwq z0%4{snqex`9_oku9;=GBLsqQx>H)i3P|G^=PS(5~n#6+q4jzsr(&aFGPJI?cpxJ+| zG(YwnG(^@Oa8SAqtHtL|JzhHtL&r=mwVWw}McHV}_U>_9z0lt9cT*Wg=pv2iw@1L_ zyc@Ie?hvRS<($bn^KZ*5r8qtm4Q+YinY8Zb^3crVs=IrdfMt7bec$x3!zKsiCXuUp zII|x8Sly!=Tz{N?@xzB6ms{iX!YlisKjBa`hr?}H<>xFjD*plf9~ZNB%JJjajotEp zWynZApwts7l*5CUvnDF(c zR!0?#uXZRMw&?+4bIwJ!_u|mbzwK5H7a8WX4UaJ@Ep6rbks{+_HlV(LGik$EfzOr0#elAs$}3FWBmNdaUd<0S4(rZ-jA*!szbzg?E+7Fr!}n`OB^dTrG{7Z7{eC zO9lo7Z97il4-HyQJue!lvwQaP*TpO-w7XjW8~U+8KJ1yAZZ1r*zgha{wdL*N#oqbp z>hMcW;MDxxt?$3`ZD2JD1`J z4W4)?~jMv)z{l}f%Fi#mhs5ZL`!`qKqXx?XoIp6dv|2DH>cxOslxaLvl zn6w>uZ!ZAz){kFxpLK;68M>VdJ8Pj&@MyoKYcVe0Q=h24w8i}%hLJ_DZUVJ_JU&OvCL!aIG;I=8i;+qbSFZOH#>4wmvXks#yQoid; z=x@h9bsi`7o**dp->&PJ%nJ)<>ar#$x51Cybw}8{Rhv1A*G}q2ec@@P5x>bGgS*xxjd1|9wjwlmE5aeR3F< zzw+vYXtrXl#myNrc5bYH;C}mpQPNhBFzum5=j3Zb>N~^Mv-wSk@es5FGa5 zob{|-gdVzY3hNV>vDtb%lJ18>Z>K|h3FjuvJ^9bRJ}4KKA|H6pE$QI! zTRwWh@sC@cd0l4jWrT@cHPUX?*)UZk(DFh5Fi=ZuvOkKH!yqIY?Hx9Q25c2x9DGis zy}^F#szwokHcZFQ{AE21pIlS9r)rDs)wyZO0`H+OIpVPpw=^#H2e*D5DZz9F1@<>x z88{O)X>m(zJ9fLbyXnj_KviT}^gx;y3^7~OH6IMa61fun^=VEb{rfv&D~*S+X@2%= zcN{PFy}6#GzttU!j13+y;b-Sx}- zF)Z%9Z|y494Rv1piALvGp-OmFG-gL0_S9Pdzo;Jc1UN@H9{NjU?8@i6v*m3oy?+jW zyw?D|hBuo|4)kJfWXHb)e?@TFf$&ALpaH02uY+i1&qIBXreKo4Es;4j)y7?o8wXFA z-g!p2h2!B5$3C-;;pS;KW3umGthl!x{l|-lY2s@3svJ*&TBo-?zx_M*u?h&hFC4<5 zi)Zdv>l8o_rzI-Ro8bHbuKn3wqd54xL^>tf4Huc>ilU+`VaY*(qJPr{7wD9)n8noL z+Ste5+Bfr9ue|7!Gmr{hIg-jYB?>TP^jb0zjzizG>|X(Nu~76gKxT}ziAw@XQl6g@ zu+v)j=QElIIQN~*`<6}|-nXO+Rn=KzFPDy3_tg>FvG;t0;^AFpAu=PA`gmw=R--ow6BMy3ogj=H(1`eg_Bjfd8Vz8 zv946h|M&NK7cki35E`5@{!ksAT312zfx@gXC>KI4kW3-WI^7mH+x4g-}RI7;*cW(5l$Y|6Yt z&2ZduHgw2_jLXx+ZTbf?fO6{J5>4k;|4V)m%YLAMQ)gJk=ahCq`!VjLq3tPH!<&$u zu;~MRhQGLNo}PrFT|*k5G;(47ARpr;m%BK(DoOiFY^w(eriR7&Dd?{q#cSAS42`O_ zV*XQBu=x000Fko-mo1(f{t*$A|V<7;yWcT6sAR_PAQUwN!#u!Q<1Hwyx9s zzWuM*)GHWv6H?P@JcA4N2`$w8Fl=sL+h=s`1xB^)l}hv71!K=!=_y>#VJ)M&Z=-M- z8XVvx&+oNPmIVU!_E=kE;=BI?MT-9-2c&;lxI$;4IG4{Gm=(*FbCR3sP?M zPaMjuWhHmK#g*SfK#Mfc*5|E%=lLWSgh}-a7wI4+!N78r@)Va|y)Tv1e!OD4Aw1oaFj91O|auNep~*O zcGUeHF3bg%&po@hmY0f~J%iU^ zPU^cz?BEaRdad|F^o$T>48F5UIr1OQ6gF3>_eDTgcPr_oMjDvB{$dq<=QfOQp9}nT z^a$3MMLc6;)xe(l#aRoJEuQuhe>tig2Xlr^(DD5MOz72Kdu?6=y-Jk%ROMtSGW&P? zi(mj2{tY;tS*Zo9nlE{2eU8ISDn}jnk{+z;=Wo;bFPTX5i~GjsJ_bzY_4}^rx`?e2 zoQ}1r2m>9ObqXJ+An%3N&i_^<;k}Bk!_~?a?7BYLtrTVrJ^C|N#NPoZfm0Q^BwhGz4k8tk6Wa05AO0e$LJR+MP z3;iQ+rqj#>A#+9kuP&P&bcr~>oV&Jy<>kX=x4K%P-!6u5gZnAYX8C1m9Q464qXnh- zKRdC%`H*vIt1{rdIFsm_OjwxfPg9BghZS_^p1%3UhtpJbUX}S3C_b(CPyPly#*Sxd zTsH}Xmdagum#D|ET~K{Te>MTi%AOOBOj`nV{f#m|H4$R-FuQ=x0Gh8$HT?bk184Z> z&-v)j66guPar^j3*c%DN&A}SA zX8~|iTqyPSX<_W!Wo+MrlGyC+9g#=O!0PFql17)GICde!^~9wptoGw#U(`MRS zPZkUaG@NNKbI&i~a6EPUA*%(P>h8KGxgi2mc8$|KH;%!~X1fcm$_#GqoPV4ueg{U+ zOvMH99R$i{dAAF3me?s~&}KGkioF-U#`&s-!6eJc{lYT!IPus=|4Gw(9D2T8@tVgY zSbS-&bY|ubwk|$7XUwjOBL+9`O#YLB92t(KHX=W)P20(|Ia$KbnHB{6kY>&}929zT)4!0v@Vd_eW;m;*67}F(ZeZO7`$??V+ z9Gmqx?oeBJ;`K1LUSB@!GUJbwKFy{{b8lQJ35YOoe}a|2cU>+u^@j!NFLP4!JTTU} z2axwKPJR11u%c)MLldFws$Fk^T3RnIEh>w{iT7ekn+#yY-!h&ij~;42SB6iw{UgwY zR<>+Xs2dceP(L9KzNzwQ2!NDhxi1JROV^ut?yzVo*oI7F(qU`;UxZ%ZQC@NP`YG zwl(?|)Ou(V6g@~HbK*jS{6B_$>o_o4bvNmaC=9)7%Us^C3}cGkCyY-! z5old>e{w}<0_9S~yuYY9P7cRR4(~b*F<+S)Zg2&`(C0*B?H#7@_4c+)Ui=5Kjn92B zjUtNV7lbvN$TIj>`R5(uR-X1%lgH0&4&y*lF>l1Tqu9Sr^t~%40E<6k3Qn4Dz`XQ+ zwS3y~Fhm!8Gn90jxXoK8JxX8mGFhEbXwL!Joor@*0`d zI8M3{sKJy1DVJ8r88;P?dh$BgJkJ-TFis`Xv>nEQS0*n$_}Jk*pWJ9W{U9z$Y9Ent zSj8bP?5h=G!pRV!XOuBVn0e4NFIQXuo%yBePaMq%w2|6ECv0YbGN3#fJuZvn8pWkS zv0K=DM*L52@Cj@j&**ki*THWtPwz*2kdbn+t*DJn8^<*S2BuacaHih>yr%wtI6>p+ zbM|K>Haa}IG_uIzRkyB(~Pb6OjcAHkHyi=IFGPvU|jKHh$$7yD0exBvNF1q%yVoE;iV zM4GF7mzN9;aXhl6I*(~T&c1(}wRh|OC^=6#ca+M)UzU%WPh_9s_}bZHIv>-aS@iE* zk%T;!-aky6ku!z;0#Q#r6S#2g;i10U+t{$?`u^R-eda_u_5Enn!3)DuB9u#8+*5wy z*;5TxXB_5IPZR8CfzDd?*T?nram>f(ZRM8d_OVJVHm?m3Y0vqFrqronwQ03Nb6@*La;LHPq44417Xmn5Oj{-P`U_B=(<#fQ z{zst8()p8lwwgfyFyh!r_j0I{Uaa!0Xhh0oYDl1%0rb5QYdnx-faJ>m8e;Rcz(+m9 z=BI37r!J zx{Mvyy%%|)gN5_rgm@LH9Ujf|^WsXPswMYnUTm~yd`#RH2UAnKf00$1apuuvNwtgt_TaXnoq5)ub6My2!6TeUDFVbQ1xHtKp=rQbhDIz}dy%5Rg$fPTbUtypj$=1_I7%DkS zUR}uf2@}INlp3k$VP^4ojRFe?kv{cSdUUZ~_f0gE#O&O~RsI5~UsGT3TfD=L}2lLDmPk?&Ju znUHDh`>0sk2qx^j<}QeaK=VZD@=!_`^ghl~pR}mNN!^p(2hWgjNcz4rap4854jZzb zTXe?JJ-1$R23*2vLHbucbsuo_&~-ZPZ}9}Wlw)HLKYPLWn{jr|;sj9I`phh zyKwm%SKnFNNm#fs9wl}228Av2zqvS0XTb<_c*I*>l+KDhJF9br(y(2b?H#xERo%>FH;eRl3xRyclY&cAQHqX7# z#)We;Ywx2qLkQpI>XagY47vL z_*FH$u1^v;cG(wZS45qfEe4S^RLgtxED=`NI%Ifd_@RHhj;mlx0IuX&_B1I7< z1(sKySf5Z!=$UAN$DGy9Y2-ZIh>kMV7-z-4Q~wA8gn1;9_LfG>O5s9!%U{+QM_BBv z31{1-g!v(Z{UVX4VL;a!e{o6SpW7G16~(2YVA<3B)_F?;jqCZ)3Aq?d96386;nINQ zn>*4CGfQycjhp)X)qmJ`{=Z`_Jn!M}{*TtPHP4YU{@8BZ=n+iN?h5GG{|v_koA`Fh zEW^TC+qqYF=&_GXx}dK=3qubYWq!++L;oGCAr9hxBytrOF|~^m=yxSN|2eA$q*aSj zawZQhGIYE*SUiq>sW%8^D}I0qM8=P_*KvUTdb|9-Frduwy>u|!19Q3ackB{9q57i4 z!Q;OfA+gi+zovt~AoFkn`F&S5%uu?Uny8I1PFf&-Db56k=Vy)>MUG(QzfWKP{&Ycd zbwt)%+Cmsk6+4>l^dIK5EJSKw7s83o?@e^j@Y)44p>N-H(SIb+3ad#`(;{&EskFVva5&DXY_KV-auONt z87LNa3Bow{l}iVw2+$`zoN!%f0!!OX&haHQV`gJ|&fbe1*b%cZ{Ga|gsCV*s?`4*P z)KW#(Q39(AN|qlr z$}#rMo>@2TdGPm*KHlLn1~c(xuD-!hxc2i;zjI6p_6NZN^h zty2P1j)k>X3-rUhqv(>HS38V+G%pMOVhDxQutid*5l}OfYWO5|u|fN#$j1>SD2smT zy6q4jjx35fl>A`9igPT|NfP5YmbPp-(47TKVs{nv#>=MhvM392`Kgl$kl1&ySSS7?(!A{#|5H^6 zv$DR{TIRtxs8AOYk*o(~J$k?R|Eyr(U$VZZgcqzt=VaF%orMDGfVArt?GhTF z8n1<)S16wY6)89y=GCj$un)$BM_(J9SI5+5?q7DfHaPM$#eAqP0LS)goeBS}g0V0q za+Y2JUN;;`V~z@kBCX=K;Uoc|(5^LyReyxGVA+Q5&1mT3w6C5v^~JdpLK6Im-(ZeD zU$yNG1-kdTm_RTa%q@)FH0VB#6OoVhI=Eed)~mZoT*^Z@rf~7C-HHj!>Stb>ss9C= zNl)pzK1gDp)WHxMQXh=*-1OLeLmG?KRc@OIIl=rHnePENs$ih}jr5x5C=9b$*ZK!% zK^k8GH&ZDIXDlOT!k$J!q;{oi{rD{$9f+tUF@?a`f0R16_pdOe(zruTaW9e$bWfX$ zFCe+^&?p!0K^SE|B0-gVhtw54;v)`67)-mhWDzd}vvk=(+DSst|3-VYg}n?Z(pS5* z^NwTx50|`z9d=M>$uJ?68jp>!2P1rEcH+>lz|#)>bugR3)0RKq4I&5 zz;fL-_Xd!ffBf52EX3?#u{?(LpTK=O(LwKv$d(r`nu^`*0LqU)Ye)5NU~>FVkZq9gU5xb4*x=k@?cv>)=JVc$Ol)53;SSH<^`*I6~oQWXXy;+~V09bGv2WXkN9 zF$4CoFjw>_SHW~&dCu78CNzl0mo2p1gVxLwLLr06&{&eem&0-rNrvNb$8H#6uT_A? z^xp-j?RO~r{OB<*-BY_oVZR1*V{^|r`F~*1gz(##R1IvaRl9RlI4Ao_D zj%K?ckv{-83Dx$J&+TxzMQ!8S_BRBEQ~ShKd}l;M(U(%z4+oMD5{q2#q5D|AE|)qMR~h9i$oQSRCRj;CI*U*g>dt+e9W zAGZ8&IQw#utG^-6HP0uV*&7SPZTmy$DLJ5^eWD~@kBgo427la%hIJ4n=pTg z@;&(bcIb7#qWUkW8M9Bj91PzPi&Z_^p#zdvu|IaFL9#_31eAUclfGs|q!)Ue%d)o; zCSBF#gfjfMIEPE*vGG12=TImwY}#?wW2$2Hzi}ul+@-$shHdMDq{5qQD)Vu#Vg4qR}3 znr_~bO{AH4^YV1?69ypkMrK-A^i9}Uj~c__Se`>dc{N1(&F_@g>+3ju%#&R;XcD_bdeYTN=aK3!9hVVO zfdeGF``ia3aY{p&F6Y!w99Vw!eg9(-Sl#Ey@$pkK%sS{jN($S9eGiL*63=-P=`0Jh z_6t41{;JrY^q$Y4^>d(U>Fwh%Wwa(ySGbKxo1y60-k6PKCIJu1-_JzGn~6#cF27;+ z1E20!`GKwcDNk~LY=QNEgJjtc9|LOCyQ|SAwb<-1xvKxX1|~Rt;#{VJF=$h{U`*5k z$ho(UagJ_1cO6eTjFu`03=31&tQzm)4CQt5-XEJV@?F+1{c<-J`n(uPxY9?U$$R|h z&UH(ibgbynNZW>#-?W~L8+p)h-f|$;?htk@W(5u{`og5?t?7dwJYcq2eqYH~U096` z8QnY0gVdXTTE}r4&qoj4E&9`*frB_N_{e*J*AXX_ zQ$w$*)ZoHn7v)7Z4_sNNBxhbjq?Yec3u{Y-$)s(!TfDYB?77^5`~JST_F&d@{dfW{ ze{fCK+gU|mwxjg4Hf(>$(}hb94>r12D#H5qkmJrK zMbP#*#Q#%bJ1&&i6gl=ZV(*>KllFo|P!XIpcc$|KbnbF8kJfU>QNP$>YU(~5)!Gnt zxo`{n^!<{oy^Nu;>~NJ6V+xGeI2nik7YpXybh{Ye&EP~+d4p4UC{lI49Qjq}3Jd-x zxGq`7!tA><&s@$|;evQuhmEruO#e_nH@2yRy^%6Jb}GeC|KKc{>mx0;{cGct+f$D7 z-ybYCa1|1^S#D~{?gJPNpB2#ksDgFFmoE$tJb~YQ^Ity+?SueRK&-#k;pKkrUkW%k zG*)i?y&T)DPsVX?60s#xKrQ;y5cZuhEn3^7h2`Ad$uT7XunaHMw{I4}z^w^;(TwW< zpOcrh-{`{DI-o}^haFCxiE;4x9Eh!Nck_G3e!}@yrdOFW`*ERy{~70MFOepiGB0VE z41K4}0%{*`K#CfUEblD2qbiw*bi!FVI};BjX=>~hn5&ZzYi`ku&Y z`xTynaqZyr-*;6Xbs|Bs^cj>qbKay|Cmdq4K(c^-TJ{Qf_$`BS`rWwin-18?2h#x%E zB$cFbIPuaE^`KiwDV<3Y`ELS7y^rmxrZnElE!~G-SR#p0 zk9zRPB>LX9oJ=%ofrT1Ar+52@V5BBRaL)rSESC=Y?H%n6Lw_}dtnTyU5{Xyr$rc@u zR(n4D^ScP67B7h>jVGax>?xQ8fz z^c#2-w-wu>_7@tCerNb`O$^9|duC#*8)5Lx!-X#j_i?&ArzE(xoIrcxVTs!JVjQvk z%fIV!Ds(ZwShr)Jx_+A8W@qD5#~~s;gNU0CbSKqdV%@CtN{XLhj6yZ$5A8_iE*!YU&e`jsuMIZ zCvl~;<3j&`PjKue*M%ziN77WHoX=|SDuykHb zY+v{SkhRl>luyXvoHM8>RExnH@z!{X(+6Bw3W#6$BLnlFL&F`Xb#Sn#*WGrVk3hvD z@bqx2DRd_?EncuNLvrU>c}ANdPUJSxu%$l6TB|43gzx zrMHG)=95mnk=#5CKe%;#Xx1MlF1tRXzoLf&?|z;z|0oIlCmZic5=bywv_s?8MOLi; z{^0E~>scUbWGC&voP-sem!y8*bOU1H;k|#tMWE@N<8iUdBpkBMq0ImEg;hGDNwY^9 z3{=ykoVNDJ_{Q**WD?(`(h6c>2@`*6U<=ra!)=fkQV2D&KIrT zOh%%}n+T?{P@MDG`>HVf77qLpE4Sc_#6AWiHjeZv0&VGz;_HEQxXKfEyGU;i2NYS? zW%s0DQ$BmgrqV2|bx+uFSV?2=VY-`~GRin@?7ypU&wiMA8DHx8;~tX2IHGAy_QGuS z;a$Bw46w5KLo%@PICcl=X0xfQL&ue?0|6hWq1%>m?nVR>Xs$lCNv3*=6oc%=ma%4N zu-4O9zIzb|-+m0Vk8Xv9`pCQDFJEEU+@0L20T?E;ExwNo*r{=5cfI0eM=B10hLG zh-1bDdwz63(q9zAO?7|vBf{I>X%|=3coCp~e%kQ1SR|}Jj*A%oCkx9tzrNm-je-Ru zo~DfzS6nFKry3oR1j>Umz1(8M&~L@W`L`_-*NndHHPzof|Aoo?4(ykJ;1_sM;j=T$ z&u8Ul&`dzvjf-A;%Br9ve0n0$cN#0sqLv~z_ffi-kJi3d| zMDYjCZdqS5xV;}p%z?_o*ilT2LdAz0YqeS5&W1*gxH6dkhQf))1O1b*wm6RzOlQrAEKQ`vxwZ`e!NA{rpJJVa^>&?u3S7ZJZ=1pxcdOsP>`k2H$vM0B#|q}t zBW@`EONLeZZ%@AMQ^j8HbX92wIcQb!%ban(1hGs*^~!X%(EXz?QtlER4kbRO(PBLd z6w=~G=NS{|-YwZPzt#zp_wUc1Tu;NHqciv3unO{=E%f#7PO0p&|!$OsBRk z`?s{s!>oz?UPE&*BE$1F^fe8V_xHUhjWov%9{L)8;w3Ed-m5r@w_)p$`)j7)b4axH zxvu$V+piwIPusOD1+9UHug8{8;keDprJlfhIF)_E>Fjwe4BbhS*7&{?deS`luX4HK zL`(hJZjNxwSIq%^Pl@rQUIjO>m2Ht{f^_A2B}mZuLD`sv-nzeFHV|{ z&|h|oLXv%_I(}NOVuO|E8h%{e6i-iam9TWdXkrLFthyEjgc@++wC8A zW?%@$4l|FwJ^UTgXYPcvNHxQ(>+qE~`)e^{XJK=^QxUFtq}NF$oR+4uv8cRx^A*lk zUZi_l6NThgKbs##G6JcI<+gtNTbRx8P|a?Bh*i%wC%&9ufhm)xy82Y-aG=L+eWXAH zNumE1iZ0Ouv9r|dXsjD%J+hptI%f!DRM|q;tF2(MINIfm{!Z*?U(g+Td1RaCx|TSu zd0TyeurJVbn!Syn-2|!+_k~UJjd7r5wz*vC5-i6= zaZPA8Kp*`>PIXykXj)vGyZ7`B))QV)#~SktJZp`Azk}4Ll z22!T&)dQW6U~nO5|IV5T9E`DC6sP}=Th*3?zW5^O0ITp}gK?N}GqdnNqK$I_pVnWh z|A&)NGmUp{n&F_pk&vt9a#+Vt)A#m>IJT%nURd9`4?i!WuL{=?&RiQ@W!@1>pxeQD z=9K;^9Q0xhT6}U4X6&-PQbQH7W}-9V(d{khBs(!vF12IrUHf+n##@k7sLm&2TYwwO zx?^$;Qm`cbcP;(kP8dJs5cacaQJSjo>cG=pBdmer?=Kg<1Y({SgS3M^tP@V0b=v(8 z24+haB<*6bAwlmr2E3u3i{@%wNdY>jRzHu8fbnN}%4R zizB1S1-c1Geo77g2dy~~i$MB~VN)fpu7?z`?Sf%pMPM~_a4Y{dt73yuTg&>ycPh|B z{xMSj+7pP~=dTOuRlwB4XK2p!56P+maums(Fr4tx-EP+vn6Vs-`CY0+ppp_|UH!Tf ztM&-H93P~DVJc77jIXJGco0D-NcecE1f3ety2Mr?_E=_xXO6v^UbU5f?u1 z{o;dzQ(LB{W~$I6p{V&bB@lZ32}Av>rYnENlcUiu&!VCS^ z7X<`H>9PKGsDew#4j4RQ=BoSb8MYm{c1I;_2p9T9Dojs5fr&}sv&o1s-?X0I_dOMd z>u;%Q>$T$WxxXh_3JtL6v%!>S1OrT+tgT86cqL60M17;(csI-zeoac@i-WoGk>1_9ew!YvpkidhzvhB6^fht1bGNB(bKdx|(TkS2@$IDNed{?Wa}^HY+4l_V z3_KXZbf%%dsl<$;a|$}r9vwdrcLo;s9oQ!R&7t#mJ}xGl+r87+2G=giRh3Pi z#?DnMZ`y5-nlyf0mHgM5z%b8UGAkm7q=V-)(>^dk19Kv0@hcCQEd9-vS$a^K_M|4` zRmLt{&wsvjT1Emxf_1s0V>htBe3PLjm>mWrBd_v(N`n=7!>GB84s7+%Tk3Rf$NnAK z#xKuIK$m4-+L%%uOl=i=$d%^7z?JW}o_S~CxOLhEb*V;(R+fysSZIx%*TvY^;T(+L zuZyjA%*NJhhti5;#i3&dig90 zY}HxQ5Eep8;;_b92W?z8GZv|BNF; z6)g?I;xlN!FxYb^l^atieT;$BsyKShvBEvb7d9q07{;wykhm)T?f4)ONKP?&kIypWo2fdAss@XpJ;IRohSdL^>SPbiMqd z+7mnZKi|J>Q3aF}QGJgC?_>WDPWjZR5}X^caGRlWJ^K>Z=b4%2 zS5IKIqx)wCXnyGdZAR)0gL)9&)>zJ!u3G4l`Lf$ ztg3CAclX>($(2pI=Erut3}W;q$+7NpJAE^;9s%=gme;S00059+&+2$uBs5QYm-J?Gw%$ z3*?3Mn&GPG!+~Gwd^l>u-PBBa4CIN1W(^@hT&i9X+;rTHgU6JP1;1y&dGQR&ecj7Q zerY1$wE7Ju>E7GyyMGsnH>6v#M(@MlCSQ9~p2s+sq37U5JdbtB104q&RAFs|!$wh1 z0_LxY9KHKN5f;_5r61{~Lw)X>Oz}MfIDYX)+%3^O0`&p+V^PkQSk{&J`QU#sNDehi zmOo;Ta|2)S@6G41uwIrJxnd6;o72UW{F&Hd&{HUv^%J(F6};bX9fwz5f}1Qn!oMsGz?%wORJsazuo=o)X?>ne$nv`+5yi%iGx>Xe7D#pAa(hon$teb0N@%%yrdu3Fi+B^d zMSY;bi!D-K;1wiyMb!+L*+WB54ONs~7EGVvSr*RO=6vm2@-i2%;AG&*GpWIHSl|BR z0PVsgP9NF7FSz10Oq@B_Jwvw_vN>|vK3}fK`b^iME3OQ<_4|H8fbbn`ivLy+Ar%hA zM_>D_Br)Qop7!;H^ZPK%LtvL2LonvjNcJ>Gvf)&s(RJG?enh4x&$xSppd-BDr$Ck$ zc0I97eQ~uE25)NretGNzq}?f+RH0(0ze{H^NupZCkKIgUH%Hm@Vj$)()V z6Vr#O&HdG}i(^P8DV*_}lZ1rt;Y5?DHEae4YWMLCoVYI=si@hCoob><#*gK3nQK4i z75ZyHe*I43v&K!F|4w@$(S-qKDX(?6%9*@Xk~vgs9(#V{!& zuXpC49j@v*ul3AW;>ecYqg|~f_)8@uP{GGtnr7w@4p}EaZs@Kb%BCIIXiU;N{o*?g z{G(l#TzZZ}-+Gs4N&jHTu~J9&KO%N%3x(_(41_YR#W-VM6(CBLw)Rxq#=>X2%uIK> zxO5NGIJ7KiZm8ne9bGFi zg&`_xTtKD5KcFQttThBBe8;S#M1f<+GXcHZ^-F}D&EZNMgJCYlUZv~FwYq0 zD_WH3^>uKxT)9o z5vLzry*U1=4oJe>Dovp$k)*j4@$N(k7VI0Ydh|XEgI-PqFuyy;ot1`@ijVTMGUe4Z~t~ zgL%f2?Q@$Db9&5v2J*H#m|MC_u=~2hP1Fd$v<6+(^I17KM@yAdE-C}%y(t9KHEkq* z`NDL#i2-~CUGP+LA&z{PW*y_O!9}*QXqukGP_@+eyfNG#O3b1ZcWu@K*-dNT-3$g8 zZHH6qR^>P_ociRcixtidZ9GpFx(>tQ(_%@<&eBw~30}E0MwlCBkaku6B>t^;wmR$) z4l8v2_L=0{I4B(!Ke+>O?vRfLpSCbA-Z*YSRN%+@=_@LFJ|A&tr`B|z%YH3!5{ISRJ-rhIY2w!kHRpVJ~rZkdv ziJSScwL?4O;T}23O(dz^-qg2Klcr*|wgM-BjoL5KcN+v@jxn08tI!Y!c3u47__YGd zRz2E>;&ZXt*Q{Cn_%f_MYLKUSF9)Ox=2Ll%zoGroTR+#T73|v5O4UGy*c!ZE{61C=CjNfV zzoY&H7xWAga}{>M0D-r@TCNeN2OB=SR1uKuZj9cnB|!e#&9jqB6K0=wh|KNGgteI-m5HY=ba}YI1aLPtSpcAMc~w*`1*#X^)ZH)w|FU|Kf=18%7*G z%x`-7{B@k)ky$sU<_)8V8fy=nbiukOEBT5VBiMFMWl+uXElld#SBfg8;Fx}NetqaA zY&^P=&d22nU2MT=UymHdewVjJT5e9Tp2vG2)!@K(PKixDyhX%6AFW2y#krtRfP72) zVgNK&D!=TCkC$e&SpOxGF1_s`zQ#tJCve*4!@^p{ZJ5aZYIsVN0arfgHwOK1f;HvT zFSEZgU}W8IN$*o6_M6iOoIaR=Ln9QQdnV=3;pIj2?M=t7lTVJ?eow^8h=+nFrm2yX zIoW&8eF2&{*$Qhv`9M#*+R@YLzPMDUZ=rM}4#pFm4vQT)AWd^8#>4fO8IWJ*Y`U<0 z2MXnse|}mav|nKr_H@X{*4EaA7^WonLrlAT?6E!eE$7$mQtAh?(Y2J>VhtdR9br{! z{0A8aDr>C77O|8|?7^(9Jb_y8DnTJs8-ELlt-Xx?jq{xKmxP}6;M~d$8Pm28($oV_ z_rswQXpcB}`{dD7oYA>8^7Byw%+34Jx{2O_L01MNNs=&h*Bm26zrBQm#ow5ZvPa^y zOrvS?{s&m3YdrTp(Hs+|WYT_#uMw!yZD;>UN@7R9v&AWcB_#RmZQEkG4CKq33w(Qd zp(GehGxgkHR_d+=hOA<7<+x1v;k(#Lb=BIah6v*p*i{&D0Q0Y~fBP?>1=fW@O6=!7 zM6rCnYrlU2h4+CtPbNv6B}Xe z&NxB0U&DwY7zWHGWmbO$!}ROPsy}3BSh%1lo6AxJoonsqwO{B%`^8WvnD>JQVL}*# zlNpSkTNf;pn8W6OqYhDuU!v6MXFiydyT>KvfvX}E~woDUAC53wLwaH60u)&mCR z?$#Q{2;($y|6TR&A|(Dh6=qSvk9`bH9CSMbq24j9ihsEX`dU->K72|C-EyPRCiM-5&uM30(6GaN7Oo=t5honJ;#M{JkxiQJlkVPflSEufui`c4 z4uIDGn$6zx&O+1slnJ{=2l(moZe4oq8?-9vowNfTtUUc{{CtBEOtJ{%mVM)f!AgcR zAN;1EKulA&BS;6Q^6Cy4yc5BdwvM04?xN7yOthqh?c6#0bL7}nbIeK{)T8~UiTyz? zvIX-~ILZ?rwCj@yZn640uxqK~!hfIZpB>eP_O__t3q&;}*W&0Izd$hih)9Dk)>iEzLfm)GV)Kb0Zvh2wv}*8;HFR?D>d z3M*90%Gc80y@`VZZUX09Wug0WMULcNYM?l^ZRxm{z*@S4v3Zs(H2(XtznGo^MLFG+ z`=!E2envPbGQWj$yY2`kohZjCXK{F?*ZDK+`*9fZoYYtU!iS`^d%-$YBQR-M zDitY^1FKt#W?jxNV19ToRq)(zBs)B(Hufrp;rct)ONDbd_IEhFKjbRT-?44`nKXif z8xHOx58mT4jqgT_bQ`puZu@Aih`2!d{j=zt33iQ)W#qqg#Q}+}KJwi#Xgwy}?vsO< z&~Uj=S~w3E@&pa-{^{aW^UsG;&*pKi*!u95%riLt^4WjM&7x3k67KpsITq^L@NN1Z z0c;ars$4P90^*OW7Xtr2g5|-NE)RmALuZm#y}4Ekhkpl> z!!Ov9u{it05P2&SVV#`ZD&n$^+ zEbp&Bx@rlfA1)sW&&!9o-##zAbpvsrYkBD)a~Wp6ylWera2(nqm;Q#=d%{4y*y-D(?XlCoO!;0VLP{gW)5dvplY@@ES! zosfjabJuzAC8xpAL@YaP2^EgsdJ{OK;7_0$s$GpAJO#^o7JfR;%CNDgoi}6aG?LOC z#T#oBfRe;^SwG=526~DPtlr-bi3EbmO4UhXQ)NEL+d=uyNqX}gt6Ci`%t zsO9y)^&ag1aWLk-U^BE$brlcgQbVe&q?9*n%X_z??uu>XxMVl7-Y!9rg^1LH?&fL_(UKsPgw?nNm^Tx@)@vH&1|c2 z!dsg5b_Une)6O`$e#hz3_I169XSFDdD(sRW)6l0_iGwZ-I;RV!~uwp7jpFVn;=f5 z%#gWl2h2}}%sr5C!|AUdaxFgcz);xI3zuvmtTeq-ouM-YgNNOsz9fAiP!({51-!Tm zg*BpVzxonj%uTH2&Y~=~t*hNO72|;n$1ADAvdb_hP^{tbW!pc$UmVV;$ivO>CC)mo z!`SJvw^^}29qRe1j8BtkF=fiD>du`G%=59|NcNe4jg?;#rfu7E|FA|q&GinKcFf!; zXdK3Y^R6z*?iaW7>%mbf114!2s`wq%Gna6ol+)C#hzVvNdZrCrkAr5$%8L86flzpP zDlN?~5*zFM=4fveVk_hNZTBc5*8i9Ibo4j{U)skGbjBp$>Y`4d;cz)D?DrK)Ilt{^ z=BmOApGTp0VWO5^K^doC&gSqL(BNG5%Q8LD5NNk+Q>E4Q#3?H-T>&>87`J!L%?%F2 zwahHnYX`nUGOYK9{q4aHdhhd@%bSF2FrhYtj*cls)unPE6kT=$=k zU@^|$4_W9x?+De`rjw0t{)WY!tA~=G+ry}=(u-e>64KNrve~SSov<=;C3&kx2S^(l zN#-8+u-^U0zVO>8u;lVbPo3w_p}^)P`{z4}xR#Qo6J%2YnGHM~a$@grAn9BYN6jS6 zcEuHM_LSqYoRiqy0Y@18bnddwkUlQgDz6Hi;DNq-PF0OQGT6CGs{ynevA^jsv(069 zsOx5_&TT2h(W~#p0*l&km@YHr+MRRQm}s9xpCSiM^b(KkKk`B8m9%xPC)~K@6hD=> zz6K3NTZhv5hp?8~HC{Jv40|6u!yo6^aYSxpn)~q)=>M+NdO@)P*8+PjINNtY4XJ^J zYX4hY8hK`yBT$7?TEEuUWsX9}$Z9da?QvL1K8mq#neg9C?+{;hKQ3HXXsCbMgc%gc z&jh(o(4kwv`#s7Y+olIjamly?;d&LDrOOqV+{#j+i?N3M*@g!uwuzY5uc4FMzdhHn z7jJhr8emz+aPr{NEu@@#>0JGw8YA-GtT#$8Zts(2FY~l8mbCt96JC}fP!YBioSBK( z@OPrwz<~h0d+vEUZ1ek2&O@Fvo9}TX*E1k6^%xduKio(vek4tkv9~hsaWk5Yl~9MO zO+wR}zx;k~W>`|vIwkj^2FV4%+IMu4pjN_T==ao17~p>uoK?ubei^ zQ&U%P@J8*wC{aZi+*S%&YI9u4ZcX*)^#)46%V+}CHg|fb+jomv5NJ;H6btv#BVm7! zpOe=Nl7EYrXYnNhvC&~Oo7w~iS4sklBP`(G+|cr$O=_4Tw6-5R8Hp472ubDl9I?Jp z(c|=!DVSUAY_bydf@z_DPJ3P`K^4kq({lwT)vU$z;}!@IR&E?`g6GOc&)XCzK2ow#A_ z2`TK<%yFv?5OM$Arh->1E<3*BBgY8TcCynK5gd_^WV7ZShDqKJHKZ!{Z9c6% zXq$Zk7lLP!b5ia>o=)wuwrLv_T0i3O3?70qrLrZWZ3nh5JLk6YMnQvsQh?I4bOK%H zJE<0j^_?-BwGsnE#m7kQTn<2n4T#(0)wgxxT{BE{MdP zIzfcfWw@n%`p;3NFzB!~ePXI8fvp{47%0dD6}z+c=?d>fKSlOf`LAiPAeq!!${d5M z45C+qh<4B`!Xz(X6$N7o{LZ^-o3{IoRZNTE16`r>xjYfm5Funy{4IFf&%IPG|EoU& z1Leo-R_ zxnY{_v?|BzB%IUr*b`)b8Yj~mx>tQxpzQGPQ(`%GFq&@kiRG3e^y!#rR2OJMh9 zH<|eUE@%-w;`QIIk3h-xdRCMm4r8_cL7Eo=F=v2yM7FkT+czeum_2*2{_=>!X=)B= zF@+(+RzGPqu=~@?q)KxjOZgWz6{DzvsfF zBCNgVTWLw*zy&qF6OQ5y_(%1mi_mTbn7P^NCA8BS3sdJe|3w;0(?{P}^=}e|1umzX z1q%H@2@Ux5v*{IXImGDIth>Ns{oCh44=zAI;h!2^$OJB?>^>Y6atOx+ncie~^1^b} zSNYJ1FF1QqknTYTBhJqx(H(h~4fCI!Bd!^rLyCmP0(V3(*61tlQc&fGIg<(Ec=rt) zQCthd26yLy9J+sYgliAI-c6G}0YDdLh-yCUWrn>eV( zoFmW%@+(p=9mnhg@2GzGpT`ZB%a@J+ON9~r*1}iGG}yZOa`3XVHBPmtL@_h8H z^e)VOp^i;_d?SH0zoFs2)#dj)8gNeNT{6G%enjS^sU|@=oC>yz>Qc7HMw-yPp#SKg zbw907vFlqP-C=&!cj5>(H=NZ|jtYnFi{56DdvXc%eiM7g%4#qRX~u>5 z7ZM#|MZ)iS^_U=ZU-y4~bYup*UZ2R2xj_X@U*1&B{-A94HAfx1ipH5_m2Mf*Ahd{; zk1w#*K!ZXjnZI!tc5pwus60^s?GyZC)o}+PliIqT>(x&ftSY$VlqQH9T^5ps3U6`# z(MkHD?{+Xz@o_)R{sNc^rMgG<;D?;qQ@%p{mJliS&}UkW9tZUff8G-%fusO$X=&Fn zaJ?Ms#rFL>46M>#e{j_dwjLfM6q?uJY7Ovsex<|B3RRCz$Jbovc5x|bEHOoEJr(Xk!b;qGa$xtXh zrjV87v>Q@x)puQY-G$40#AEr`)sg7B@_K8X7L#HHT+eLfLagDs!cy@L$a(YN?2fPT zSmCbqlKRT_btU;reeZ|SdPw=`#0NiUdurKzS*8-_&URX~E)C*9TJ)KB#su(acVhqD zy$dG46k99H^a06)VeOTJ1kNls?9*yf#*GrP_vXugIQooiTleuP%+WWU56hr}`PH{S zALkwh3ePEp>ulRR_&G&xz*&|+l|jvZntdG#q^rmmlM0|kg~<0x#t+8!MpJ#Z$b|vGdR_o3!gfh36s~-+UHkF zu!hK?|4TL;8(rO^-0p<}(Xf_AFH8oUw3F_;1u{^s|3jJJn zzD1i-Aeix8%#+=%NU^sOsHs+m)w32BPl|nTK)d3Q&oxP?PJhVta={ixpIgp97jVb6 zPv7cVJzwFZP}3zGEU9~qj$DBH8@9{#w$E|SX{yR$_6Dp=NF37(eT5BAmuHS}F#y?1RWknUM;ywp zk_igEg#Ui0-=sOD0&$+dBT{(=!K*W38rAvcAi z&ZlC<@7qDalW)rBlm7wv^qk-1&q>a7a&0le1qR4_*FCRwLWB8~TU%)(l-x1= z8~5rfEZ$XZI-GqEnp*?ey7vEq88FtaIn;&u-*|giEn{I3fsk7F4k&MrOZxBg!>F;D zB&E5#IA1iw6;SIB^XfUThgWToVx%qn6sM6w%c`)iQVWLUzg53DnvZ3Blo(T({iLZC zr+wa@EP=&Uuyk1Pa}Q`iDL3ugBIcMgd^h*p%7&j>Wt45XrwZQL{@TiFE9+cFQP}h{uku!K?$NPoRFqH0ut1tu*}``i7Yo z%(%>$+hmoL2NlJSt*?y#z^)I^e~zStW0`@>w#$FU{?QWAuE!);ZD4DQYW{_zdwawu z9|hnts_$TA-h-2;uNUX#|3V_2J)ueSFwVuz+HuOS!N%gfqan9Aq2%zTYloIU;_34Yx`A+Lspyagg3?Z#aQ@IEeE5pzF|y=qlOi$@BH>V zBsv8XHb<~vst6k2m3-|l%7^7t<$xWIVF9g*DRfapv$^pp>TZ zh>Eem8hz8an~4>a-?opGQBZ|aUq^E-CJ*TF-I=hP${H5ilw7P;MWAbcLU;QNbF*sL~9uX#g;KqF+aS47eXI}M}zo>$Uht!r(C8A}}Y zU!IUMGf0C!@7~kq{&^2%+fzTzdmM+f5iZ_cbPLejG;97+?-~xgVLsc@w+3DNKK!X1 zPQ}sh0vmH}PEdJu2R*_r(e(l{2$;8E-(Bthvz5 zrATRNdMf5Uzx1%d^L^P;2?Guc#>Z5J#sTF&7R^H%Nk~apXnK>!47KmRh>1`}kn-F) z^odF(3{H}mQdiDk>eNmjvDLpg`(RAK=;jLc#{Kw}=%0(5Q|EndCA(r5|8S}BR2%e_ z^Z8XYiXy3=IMIF94vEs*A}%>Q3A7<`#k|||`%%jD@Rf}j41S6c|9w#cC}$n-8lOLj zgoOF4YmS~UR(N`?j=L1cJo*wIE1JSoW&HBGJ2y1-Sg9UW4hDajgchS}Q`S`N2wI5T5jd%KYhJDc`xQ2Ty^^-h}*f$>hv{TJ}5{|`4zhU%60 zhPDCG{?ET5R%hrgJ^Nsd;|`9!Ssn}Uzm9YDdj?aTDA=#)Fibp~Ke(b_8a78A}i zzMthjYzO0uQ&!{?g1Bt`<)((N1A)%;*1HVmUofP_w1aF|2=xPRMtB72vA@3Q_KUdB zIN*4t{XFp&^l4{bcksJFpmV=$7ooQoA`Y|{f7+=F%b5g~1c5!ck?6Lld+i%`v-dLU zyIDc1=FeTno-0XHGkMoeN}q=E2oD|smm;X}e*W}=1Gh9yjo@WEi|xJ{f!7AE+PFFu zNcQ1l$6k%x$+Mjtu+}cN^TMl3u;n`R%v7qGK(p4V@oqi_h%zI$K0mC+q0H1-Z_g|W%e=#%|W%<`w=RwPl z$YtYcH<+@jsgC`^kFjF>>L=EhVO4R%Y4zwP7K?Al%{7(a%-*91i_dH0#FaOs5BAwO zc67|==*cErUEi4{uf-}&oma>3K%@bdsk=X`oDhJyUm^K(7n@*Y$c1#Z=|61$67lkuMwMm0*rtMO&>;21q<~9QTcPK|5*2Ho8|E8V|iHy*T8sJ&&A; z-Fr_%$Ij+AF4t=yI~_lHa0=qM$QF z6)HOo_F$=2h=lGFH|Qjp4&Jrj4|6;Y^d{bCan9_za4Oq=tUX>d#u*?2k*#${B7Jh|J)t?e>5du8v@D>zEKG!V`ejx&m8{GC56p_jXZ=DKVnPVs*@xZ_a_jQxz0q1pD+E)LhH zawP;9ySllq7D5NZPAOg`4d_&8`cS>w6}tYNeBXb15~6lok^1wZ0ZC)FkK$%2kbk!QG|U8JQ5f5L%r`&y zq{K#-`IR5YHg>c5hxfqjn*N8WpKdU$rMKX%b{{AI(Ot?7xd!bFpFf_zSB5`#98N8M zwLSOC$8Iq4_~3ZK)-QI6tJu#UTQDQRDNVal!)*L64jK9aNVN29x zI8EUUG%X*qO4HwoE6hqf&Qx zN9YDB&q9l4wxyiaXWaNvz8tl08JADUic|`)<3`3GP?(KIgxP#TnXLEM2*CZEf>xN=){w@^_yG=Di_oBNglr@O->WG)NA-&ajJthO-Z?D1&13EHNsS&b{M9pWE4&xl z-MasZRm#C^ln$dkO)VB!)H~Y=f5L?ox&z7yVnFt&=(4rygvz*!U7gdMIGa1VTjr1m zjBZSa>h*9!ah`4w`J6kn43nk0#{==NW7ol(Qe`+E*}G2lqy@*H_@|17ac$?I5NR@$ z1IMV}tY4(j$HClOt-Q=ESY5n$u|4}2&NTo%K*GPQXc3${uPPJlDGPOF4Bjc$hhSKmpwItD zbi4PJgKms7V;BQ8T=Kl(zIO32P=#lVMui0T3&+*G|x>hieFH~{0loc z>Hmzuz^O!!>2^mLecbOm@1}q&uQ~+w)GNYJTHgs{EzEHhs0paQfwU`c=ev&s4&W7b-`y@qx)#q8=(GqCaj*7yxXI(% z$2lWP3@3EkpISZ}8Vmzwr@ER8*?}l6u_Z)W#^IexIWd0(VO}eTx+;bPCJBbSoIOtA zlGuUgaST>i6k6VMk5LmyyO%Tz2^%n?z~34#MZtv2Hx$0GR6?ypS;D1+DeRY@VfmZ6 z-M?Q1nQBxGps~?$C-KS#Hd-3LNq!nlps}sJp?kXr#`KbCPM00T_u~Jo^^VnIb3j@y zllm-9gs_{;=mcRib;Bb$wt8Fj?Kh5>p)UU_vrj`Q-Ch>&e? z;aaEJv7=X^@~tDSp11)zy`~>{=kg2()OKzr@O5La_)VQ#73$Fa+%(Dl!x;1*+~T0u zErp2_?=1xOYq2H86xX=yW|nvd=|1<9f~`uasHk>PQL%d

+34QdiA(e;p7Sj)}vzIPW(f4=%x^ zuDk2qZEl`bS`Y>&g0T^$A%0YM67Np9(0~V+<4{bdadYm$g3S z0|Y68NVT{F%+!m#sS>iszVlal#APY48ld^4#s9N3?YW-Dy=ID-CwIqz?D7%&T}BT% zIFEo;tETX8HfNZ0*6e9{Oa|iL&x);&NZ76SQ!}N1H?|A7)b(4PjBaBk;YMp2QcsMe|oH>5|(Hi4K@Ql3S;bVV?$-ZcB-`X&r{8U4Jx zCki8-@>rEPIHjrXJus5t_JL8R?CRD11wbjE>1r5Ggnu#)+9CGMFwjRg$zrvg-^%@c z`Y%2J!OKs1>bxp8gw222wQIXyU%#f!Jz5N9uPi!D4jqL>>r}O0NuoGa7GjkN<47cQ zC>|~{#?>?yt=6?=q_DSMPLaKWsh6+h^gO!-Yjut%vfYA!9QJVEvvp@AC2!V$I{Fi5 ztVQ)>7+SFJw6EIc;0tKqku*fT-D{-8<`jSNek|AQE?f0b!+FkBu7KvRxN-e-g08YN zQXX+leO{Hsk?!)1OS_K{XsqJpuNR~PDL|)CU*$M7h>z>K9~%WqZ1g`D)e}f@+sJ4M zc??}@l9$hGuftcveXk6TCu5^D{mea@2_S*jBaxd~_~*yVQS)S%)^REaREy=j!vqDGj4O^<>ayI9>HGLyKAP=-?k1z4%MUMNNqp9?A5PxbF8Q!7 zp`{W-m<8FcZZN^hSzR}8u^Id!)}E7S_ma8%N?h` zC#|xC8RNu-_dWZ*#bT+;rM>lh-Y|SJ)k;+E6s&x>HGJl)4h(&)Cni6BhVxd3IPtJ4 z4i0K?X?VVaak)i)=6+B3vzEvhanllpiLQ=p9J<)^I${f2@U z`(~S9c;Lnd*?@OAJzYg|A#=b&YPMDN)gdHW=xV>~QNVtW=gqs{t3vxv_4(g@+_+-u z{h#>T12CogpqOZsRa+p1 zEspl4dIYQoj3`k)i(tpR;PLm$K1czozi&-HV6cwfxv}@ZusMe5)| zU(HjFuGYtK$nH?fz_KGu?$YturIQT5Z!hh?Ew72|7JQ`A|I(ms=wQ_e%OdDczQ(s& zEd;&qBbu~-G{CyY`>6}rfk@s@@%3Br#d*)kiKEVO@ay5EvFkH3InK||jB+Dj^+Lq3nb=pDS9)g_a90h9KMvAS0$8?lzeMXzOg8qDPP*^P?|}in zSdl(aEu5H}lGtUl6Nsw+_BcLN2g)6TFjdnkB>#J3OPRNWSsTHF45Ie9U^q&3<+CGn z{9%!?HTVtLH;*5ow1{Jug^_x3w<;F#TuRXHp2m&Rtcw9%)iA5}J?hJ12D%1*Z@a^i zjh$^lT&$t`nC-~VF82Eb4qL}aozNMB5vIR4y5pW<2K~_^&8-J<>O$w_K|y8kU1L%W z*=dN~$3{-7Jl+j+4f(E{WjeU_K5yr>Q~KEJ7)T|T9Sg%H%UV^;7h%}??NL`78tj@} zI7`<%jf3_3_L_Z3f;QbxVn_bE!gS{;sqw4Z-gh&YmFeUeT;-5)`S9y8#AtnMWGkoO zOq%*n*0>NX{S=K^9weOB-+4?w`X#(gpYQs%d<%Qa_U9K_t>UUd!oE#EexU5-D3;gy z3$rKU{CiVGp)5wZY-pb^E-UfTPyTp_)r(R7p0>8I}|& zK7IE$VJ=)kX!(H!c2}*&uk$|xGML`=K5hv;)!jEl{1tK19F7KyL`l=j2Y*Yw{u*M} z8cX=zRm0$n6y0-IcX(goKRG(!g~Ue*%9LZ~m{n}{+dwfL+ojtqR}>v^j;=`bXx>%m zJJH54TJ;x)lfrX5j{ihb=69jx`=!vZTYAl7qa2E6RvGj3FX7yhf^XBuE+EZz)IZqH z*`bgmS36+>_G>HlAD_v`<(V_t-3P0&`NaX7b*dTyt>vD(j~3e?X2+c!ufHCKb+yX! zYtCxe@Z&?7!_{J>oKovHf9eH|x>lK(9Wg>o25QnbJh`T4BF5+U@Rn0Mz16a04cRa+pUfz$;eCvQqmu{hWj{cv?H}Ww zB|~Z2E0)m9K7`*D?AlcR?giqcOOnrxIb1RDaOPS+NuWx!`ciY^1~wSxoKTU~g07D@ z0$Aq0V$HtLc+-_SoTH^-t3O%^9fj{kIC4^OzW-@^E-@E|z8XkcOPz+ns;~sjd?Cn= zWm=Wj3Bfjp<&8|y^RS*#e}+c-2~Jn_*$E58!dm8!Nt3Kf+D# zJC6Om;m@?I6^oLs9Zq(PLupUg$>Ez^P`>x3GlS>?jPeF!xH}zIavruw`51&91l7Yz z=l;P+jRhOyv>uWoCtrv~3gf~9!hc|?pS%sjZydOz+HkRp@!4enX43^Hu_mD_Gpw)3+Blt`x3cWVa;H{FSRZ)5--|MH7BZysgl}NfatR zng%6pbb(1UK|pLe^7TyK0E~U83QaP(fb;t;s6|dX!??{ZLo2&%Tuk=jSL}F=#cu>m z=V~{h_4cd_(NY#j1r^ubE{|c6N#yV$j$hE3eEXd+6B86Cd&{ysyoIDDbCW~qpJ1Ii z%Zz!45iEMM`$-vA!7^LY!>eQNuwq|ByJ%qulgrVyS@q7a98RzK=qW91k`Ja=dn;n4 z+VXx%IxB2i7-fEY8;G+ETbKMrGGKN-_q*xY%eZB6{_IOmM(B7Isr2MI-S&C&mUxyb z4*5k1Cp4&CamwUwo0ziWHowj&`^Is?bh>)4iS{Hex^LbyJNp<`=nA7ZqC>Ims?eWZ zRj#-`^+t*)e-PVib{{kRSc&u3T+U8kaze_v_O|*wC!8B+4>*Fg;NGvS~67X6N)Onng%ZyHkagZjU+6vTy7$RJMkQnunh|3ZO@g`o z%R*UN^59oF;yUIlj6-?xKXZx-u}|fh3r)Bdrg{>6#`oXD<)oij^GzHUJkA?Y%cjB1 z6Hb@+SNUM0=gh6oPRDV$H2;>$j|!ZI@hwL8ESNed_rT0#4u)-Nyl$VLK+I-5%9kHN zpr?K4eT4G^4jUZMefE?V|M>+*iwBls;LV{w^H=YoWpv}kEhhrRzf6C(|IT+9cOK6E z&(;ufG8g$f>13hf``=sBaug&=+%fo8O9Sl;b;qae0Xi)!{pBV#aYTTq`rn;+OfWs; z6v8u!*>Hr_I8Xz+N>cY4QaX|Ht@kmf`6l+?XjPPK9)Rx5uB|igkQ8{Fr95*XSUmC96EIIyR5@;*a|DEvYnBJf0ue3wY)xJ$8EP?Z?w8` zS+O~k=4~BP#Mw0(7_LEi^AF2UCVVitpnl5T{xy&+cSQy>8A0uZ>w^Btd$)NoW$LN( zDz+zcRtnza#rfgZEQ_RhSTmH#{U{j&(>ILTH;@R^c(`daO#{gfjrU)hV}ggOL$WP; zuL#t_&tuLOFv4Ia`FpDJ49*l?aeO)*hc$Gx|C(DVNFr&K-VK$3$*!wo zbh42^V>jzi*fxp9Pn(S-Qxb66!ty|QTOE#H3eO{02x0#y-`uBnYgm(3CcY~46_&($ zlOvA*!os_AGg7S9F#hGe^o3_#u*6z1&8o@)#5kokR*x6Z!_s7uP@s*!{frWrEwW*$ z?9A(dg>(34u%3M7K_?PlAL)O7!vW^^^>4BMcn6rrB6ZTG7fao>i|#v6fUrVur2MxZ zCcNC+Qp*al>57)1ypl6IwtpKQt=YZp%Qt2mGu5C`_~4_4ABSP02?P%;)4a0>2_k{m#NLu$zL(`JJXR^zU%PoV$@XFaUN)Pttj4f|AO^zPJ?f` z5-i+W4>MOppeX(dotqMbiBlg>Jn>?|_Tek>Vm$0npSROQdm3@8gHErWSrRuVriEmO z>0s#k{wpr~=z+p!{7mS{7Ld3dMGwCTz_O>$Ele67!+gKr48wdekXCXJf0U}gxIK)i z=i>`uVSm!=obHDh{C@tdV`LdlKX4s!y=o5&Lad3Qioc;ZFy@>a&psUes+7aN{|U6u z?HTEN%LNThbAG;uxL|_MXVEX~02Hgl5RYpL0%`QWgS5N~IIKpwu#cw*mV|6=w5l_3 zqN(OeL+LUW86>S)PS*f=)KH4v`zuVSan{h^WB_vL{@;^reAp7|H_Vt{0~5)N0q^u~ zVy%z9{$j2jHn6CCI8M)kfWEhEU66rzZLx^n4EARtoK&Dfh~?Ha3t5n&B8oh ziz>Uj215_c?)E>)!lkRLRq~#a(97~~_l_HdnD^_~570-LEz3S{}n8 zKe5}%;fequ4ATBQaOhushD*D>PJhZBfd%`b*`6FJ=n8N0e7m=;-e;PB@n+|ZXbf1Z~OsT%YS44sm&czKwP{?Jnbt!F~pg}nPnx_n70%tZ^k zH}p7YPnSTCdds^PDMm06Kk-eGL<{N9gET@eFX4jPl!;R@4G^nZLtdqN!_bX4_PY-k z;$TF;+~%dHu=>qy#p=8iM(~IgC>TBhlAx*GDXt$d;-7Tn*2!bg$>(!XW>^H5l8+r` zw$Xv8_Mi54lLI(WW0Q14O;DOTPa=fs#w_$VliSM1jbN_gky^zqX`Fi|#ZJ$A0h{?R zJi5_G2kq~u`}Qjxfq~qQMLYJNg#iHr_Fqm?(0b);u}>ZsbPU^0m1ry?srl@goCGSE zI@FnwL^y*Tmg$A<+QryPXU@%L;10_w&ZNKpW#IQCntPa($06cb{8w4EK%5&e;W@9e zACvqJ5OloGphuCyN0adqTqJmL3RiGq`>ewAoO7#K+do)*_p&>IO19&kOw9tces-lX zOX!7uQG@2CB2L`Oa-C(1VTCkJgX;Ys8(>4zyY9g^6I^_J{N^M3H!vx}h@3TDI8HC| z@{fE6khy5g`?F)QFgoIAplmmIe~DdF?~#TvU(=`4JO4nB{x=&dx`PC2*}uNKu6p4- zBe(v6;_o>9;nc11b89eTdR#5m)ESq&gWta3qK6{ZC!{mSy|_NK1Cq>0`O86gL=T=R2rd?L?Wl-!5CGV@XrNB+ZxM*=VP zdPZUDcAZ%jl_@L-q#xORNC(qS{9#k@y^CZYUi|z_97bksp6Lc1$3_v(jHljRIB+M4 z-I~e+2)^MJedW(!?7x1m^{!Xg9@+9z(cv>JM~|NQwo?Qa{Ga)Fym5i4RQ^AYlV_lS zK5>Y(KO2bqCE`{}QJUIA+(nV;A^iFI&CO#-2`TKsZ^FC8VBp2kN5cl(I2?KCygCg7 zc7nru@`4LA5?X(%iMc@6-7@!vUp`RFazO@e#^Id6_yS4m1%Wz-`q9PNSeW_uPbq~$ z##uwH`-<+QMzcW$3y z-c=;Axp?%#8g48$8tyuI9p=?-miN9Dgpp(_2Ch$lQ)W~>^HZ_7c!=9nB=<0;w2|H4 zlcllonPYjXBs;AAQwsZ3!-5mMIiVZj?$CSa+vtd%9?T@vDgad@j-1GEzyIwXlJ}^e zT{Sg>f#criqkKf5nQH51*;_jt|2TR2hDj{eKl{K+?`8($>oolmzAtdqv6*j==r72b z5D=XFe4IeHYi@Vzq5(|Ye)KrSbPu*qTy}d9Bn=6)O8gn7@$gf&?$lnfYRo$zq-wg? z1eTcW{$8CFf?>v1n#+`f(sUleI zOfviK0?8tBE|M<=d{M|9}!hoe`>cSy;!aH9NYX1N|i|N)-m8gq__6HTT5opwZdC#OI0< z5)-bxDK}ezFPhwv_r8cA>CsoSXqvMy$CZ^`7yJ%_Hk~%o)RS=TQi9C=@4N9gdDA3l zFBw~XxiagDSf#1rVow+a-^EeoV_KmCa!@o7^x)F)x-`wxfzTs?#?UZh&&$-Mi4~nB zR^mVfc4(YGQ`zi;8hczj7XkxYwqJ$etX`LSSw-bfE!_8lZ1 z)2=9avVXg8BCDRZuj0VE^+l<_TF^GEuXcBU9mlc;YNs-Mu->6|_rPyn7!Vc-?6zx@ zrrMdOK(iza4WovskBhlsLC-(en@=9n)8^h!R*C}o_b$z|q?g$AS}uZDPXhkXvy9h2 z;=}@)n7stUZWv1a`SDimKCI0ZxvQg+i5P>p6^-sPkSU2pTQ8`ZzX;f&KQGSyFD z;P4xM-ORf{aqBT{@rlRzB}cXJhp%8k|5Nf}8b3CNx({FflLDi|yXQx9261MUp84pz zUqGhe(O~1e2=TjzM_(v>feHU<8C#Z3Y@R;Hqtasqi+bLDyBo@|`}oLA%~~RmhR*n? zTy4g>6;4W=?lNrI+#!2MBx1fh9iwJ%4gOOqIU^Xfi36YhONy|&kIlSSm%pCR!L29n zY#sunxbb5ZOR+y zJQ)8cD0~-^+zHE{#XPWcTAsy3_yROvPI@g7+J3e%a=qvGF# zFmHcNFY(e0jC;RUeHQ%=2CCk1741obto5QI&hc8T54!d|W#ujUzAs~6no7bMOAqlj zeKR1(-o|@J+_3J{HOr`wN*wu^kur;>!8Fd@_iDBz6k@29Ks~E$V zep{y13i4v#on3gH0c}?lp1gGL#6cfRZbFYe6#NSrJ6Fz$J?SOH{k@t7o`apOR2IxZ+2xW!Z24y)0%nHd^kP_?#qFC{S+%PxME zaM;g%4o7aRF1I+FVT$9c>0_?r(0cT4 zz<|;ckoW0_y;Wy{z6T-JSzLX%{=S{1ewP$>CV1RDvpu&DZ*>a$14l5L@Nz5u#uRk* z-aTijzs<>Qto7+MrC5>f`);1J4l6G;DlF-huw<%6DZVEYdg<<7=M9m<^!o=3hc=#K zQ?{4ZlN4qgmn%5uvF|AMbsu8QQtFnb2G^!3t165-moiE`RuADq5+*t7@1fu8#P8Vp zQRtg=S3ULS5cXBh^`xa(A(=E`#Ye*hWm%#<@fqy+?%lz~*C%RmaHiPafyWOD>-Z1z zNliolYo&KV{bVGcoBUMWe*l(lk@#4eD7f-osFPAQ4E3u63SOEGm||Xc+(5(^X38ew zj^Ad+F4jwfvB!_%(5}#tJtO_Fcq%5pUG^08XsapBO)TP!V6$&y?+aKcW64lhm%#}l z4Bvm`i#rkT0?YF##o`Kk;(qNf_1QJrEH*fh9NQK8mom z!+7cQ7`FKy7(ZGnqvHBfnu@KB;Ynj9k_xv%GFkoth4cAySBIN0A+C7q={HSmc9VE1 zX1@>n{r>%8SZTo$3LS=x{lksC>^p*>G5L9m!lU!pp%zHAaTUPLw^f;8SB>mz) zAv<4f?Z(OOKȧ+aB^f%5rkDUPZib33;D!w4)kje@VbtjCy{-T*N$pa~tkG1)R zXpp>+>YI2j5!b9^7u_~LLpQgA`c3<8tULcI;PFxr%-OAaa;^#xXye~TExXxb^fB(4 zZwJPq_p`-+%xk(pDl@xdazPX4<{$nobSXiSw&V`7jV1PTU0Sib{T63WMG9QCh{RM@ zGlQ0q78tJHTX%V02?h-%Kbl1y#x4g&wI<$wh(+?RSYLVIpip8s`<-7fX=QqV&D|Tu z({{7`R{4a@`8Rm(O5cTnV)xg5Qx!M``2nHB1<+BrV_5674N{CbNTpIg3Dhi7$$?H4 zSdaBG!3=2xYT~5!e~<4#k!E#JSmzo}tQ9yG(lZ13G9>Tv>%p>QoouJ=z8J|c1~%^u zr2JrP6%1pBflQu*ibEXG?Ob=&+mQ|1csWdU7`FTSMDG0_`8ufW%_;j(B?kk8tS9%| z{>9=?7ucfAZ^6pi^;koJRjfj%wn}X=>EhLG{s?c#?tY4$848Z8qK9Cbu6cv))N_pSAfHQA;KPM+n{_>%eYnBIJZL~M0pjL- zdLHjvB<-m(=nS`k3VV9FeZFHzl6|huw0RPUC!WY9JIcXeS>&E$k4mw8$;I@C^*Yuc zo%+RgiG-W4gi^i*jN;+}5e_eL18B8dFM7Q8569^^J3P0&kfb8{z0Us)4uow@E00TK za#f4R-=F`%J3Dq-hH4{NJ!}yYx*3k6zG23P=7zC}SZVtyYnwNBXEg}4mcj@931+q@ z&tNmoyL~^61S}qsu%;rEZF@_5O8WU9IBsD2`t0aC=wp{nFuAh}$R8e)nH63DdBR(A zj#(AzLv71-uD!+e>v}vlCuFffIw#5{G8_qKAAd@jE5WXFTddJXYGLxT$-WQb-7tKy zn>Ds&2vH#Go8w3V%mp1x-0QRh<~IX>^<37+9)JI%4<*H6KJ@`@&)X85y?kJ0P{SNn zn=AiZtgFI`b)NpDRWc4f(2lU+RmJ76i(g&t&tjW-@BzzpDeP8`zS0)5J(q)a=dDaw zvFR+=PpTV!(97Aq_tT#&C>RRf^3l%%;*QG4YhpgoUSjmt&X*C$M;@E)_~Q$GGeVh< zpLO8!*^mP}6gqIjzroa@;5PJKIFLK5d>F^$c2}QtEP!;g#2o#*DlkrUE1>CB7K~RV z9~aW$#U5Q=R^e~LKq{{MJaI-G`@2pO-L~D%UkyR!&_tNCRvNqIW&p)m z4dG)78c;7p?GnEf083xj6NVM<<5qA5BQL2A=FRy7xqF46(yHjnZZN?X5vB-*zONXS z^XtL+ow`U0cIk^w?Sm12GXve_0BBB;W>UH)f-3_2!CxnXU|qX)ja6p`zbJRySl`_V zElO!gbWwkiC?BmXw4LjHjl$io9^;U@=gsN#HwrMehnwRjeK^FnsB#CIYT(GQdWnHG zGfa6rru?T{h(xE>2lV;-a8rpu!#&N3!vp5jEvH(bkG}5Z*exWKmg|Pj75ClPdjUHJue|5HY=&*3 zTEz3ACvpCSY98I4c%1R@=Ggjr0!Kw+?qtf?;4BBXkeY`N5Dg}$-sE0^o)$m-&xMQN zFYUSM!&Z#MQf(}4R)+cH6QVB$!eF-O-*Vg2MI5$Kb{2WRjD$BvKOSrB15cwZi^mG? zI9&SVNY}n~7>~L3leO9hM@`f@)!(z@`ps&giI+;)Netw73Ce)FJnyKBeP^*pK~O0* zXaO5?qeQ)BIDnLkshcNtah+lGmf&hS_KH}sCoRzdS;#gkC|i-d{#;0cxC8vxpMrBWEsr!-%F|~v`1%k5M^IZz+$dgn^amw z93Q>V@sN)Z8~%vBlRy6x=QQi>EjrFYzG?}Lc|@@^b;jPEb%!X>o^q5aNc0Z&e*fX= zd0P;=)v067FNQ(~^JQmG0xyLA{mt!begl^yGh80T1!7Go=i7@l#xU~AWoA&|DvWAc zZ&60;u(gKfX2}){G`RUH>+V~EcFm%(#LLv!do=DXJy{M${@HR8e=)+A-J09bIUO7{ z;U3}OaK_1A8heAV>642V=8eZh$h65Vc&$k@z!MP7F zWWbgUh*cDB51&OC4KYqDt6+h})3=viDeFR4=>uO25((a1Ludkh%bmC#k`CQWd=6gVK`H!%st%rqAU+sF> z5C#EmNpz+I{cl-}!R%~xozWFL@%c`WKIwmAUJzEiu~?+n5S z``Gl3+a7 z?>`~M9XR&xRuk=8e;Ba-{`WpN7f=E(?m64Xij-F_mj0qMF#Vsnty?E6&fM{-Eq9#3 zT5DQjSnGDaPN{opB^-k#lh)(XU2Z@r|B&$SIUkHKNPO7ry$dMEc9cU_0T=nN1nE8H z#?E^kM;;x%22;maeo9Sm`-_vx+V!{0NF2LZ{6umR^HNWy_uyxkR$69v*g=G;-RBi) z85fXzc+;q-H3OPOe~MH#|H3}HiE6qx=|BjX`ptbp2g%F>OamALi_0hV;%}D2f|3~( zalbK+Pq%+0ybwn+FL!mF@^@S{4AB%n6@g>FNpkn4Lt!aar|oe<3JmnbuCS)|K+}u@ zqlt<;Ht}6mJ9MfI`&p!h7^(l_>_!vyS6KllJdklygen^s49g1( zjdtH;UK}(nvbqI?)t^UPy~vszdKhOPtw9MV zKeWz1iEA>ui+ySPUrovI!D?5yMa~2rEcVUP*uwx)EIu0rQ;)z3%W)s?fHzR7yT$#< z_7;I^b4KPsMpM7^X_CZTAk0U>BK*Ps73yn!l>= z-{SnY-MNpq<=(qXmS1qe zEM$O_X9yeS2H}OdBv7Is*nX=qLE=-L`vU3fkoe>5g6-f z(EXq9?#z-#pe!7y@coxUpgruX{={%M#N_;(SALt1lap*Iqt=T+>{fGMlw*S7GcSq- zi~#4pq-@<&_r>uT+bEvk02qJ$-!EPTH6VUgVjlk+0u-Nn$^vg3pwLHlzn~@~j%kD% z-r_IA$!~d=V@JQ^xbMHEV$DNPAm(Exs(u%`cPtzVI&}iue*LHEchMdTr~0Z7dxYYo z7mxb%&Y#$QhPIi3yB;ar78Uo!048YtWVyx>CY6IdGHxwE-}%7T@g{$ufohLOtg#lX zM)X{fW>5i&g=9Z@;2gB6XC}mK#^V@gwVk+NBed8Wv1%1$LA<^AM#i6Z?5s-a)_qBZ z6>{Fff*-}PgN9mfP;|RT*Yq7;JB34c?Y(hPPJd}?JO2Gt&)i{=(c;4MmOxmbl?eP~ z7$;5jUeBbO?hDLujHdd+3+Pc-i^_YTjJ{{&IkSI@LBTCiu@`E`VRmBk!|U50af*lM zUDUV#{}&*-n(<6BjwEDht^a%sBl~SHmD73QWb4?1Lvkc8Yvi1LEtHAnLX(ysgoc6i z*-XyhcxBwh5A}HyJY`K?CMxMAbb24#z;={XDDoQgRhKrRm5fN=`??| zF+>GbqTfPeXKkT{VX-UZgA5Sk;%8#QlVMu;u@L`Y3k>LZzTtS?4t@U&bA1A1(D!}C zjO1k|SpNEO{*9#?HXL-YsdV`W1%jWRbUUgb>8n7xQWpbu95ADMpSw<=R(|wr_(>TI z9`kPB9TJP3H~SmXSpN{{H$U0mwV%Rf{cn$GxH6GwX(P%^D~mlg&6$E9>5yFYBm7~R z2F_cot+Ljw0!3G%yJ$BTR6LZ{(b#t%2B!Xv7>5O8r@)aA9ZDVadNs*b%5xK_t8?ml zZ|s1ymFn;ZdMenOoMA1;mI(6+O)~1&I&rEm*%Oirfq023rn2fet}T64F@3%TE=?YP zE96h%n$kY|wk=DTX=(tE%$GPq+0W4QF;F zN$eYZ3R@Y*A5M@sq9|s0(iQSMhpK*nbrSD%fy^do&wHnhkscsxC z6J~0%dyR7^|4Yw%>y7pHnZIh3hJmPLzs%*DiiBMozgSDm33MifAGmV;Vf6RN%mrgL zoI7+QOO^8wE|oN0za@AAmop6S2kKA4z`x6#nm7jJd=H7v(^gP#IQFZ7ERV!{$8T0p zkK_6?)|tTc^)tmFn0hsx&UU$Fu0?xRN z6+PZ!f~LMVKX@bG;A(0;?`MW(Bnk3yd{G*Ni6Svu7A+^7y!+|5@F{iZ%(UOZ@<N-hJ$);#-*veNYN%~hBeJXhi7yzMt3Y?Qr+wqQXfUs&}13M_J)c<^QA zWBDC7SMwHgTu~QJsXq7#CWfL#J~rxMC%1_G+LtyQFqFT|@ZTu(*VhkT+5HL{BXW31 z9qrJ4KD+Pbi91N?9hAGbz>ZCuv~Kl(OmTjod$pQ75eBL__huJZVa(l+jltgDkmdH> zQY2WKI-P%^ayX4fm_MPzWb&&`avjHwG&f6CAiy)D{ z`OAfFf6Ql6FvvONizUfB|Giv4j^v%}5krxY&}EZL{bRoa{>Xp#-q1k>^VpSIoKJGX ztGBk|vVx14BYiDtPpZkjWobIQIPBg z(g?j_1y`08Z{jk&cNx>EGtj2>;o=1wEgW;XJ6>>M1pK<6pAux3#X0}Sl^c^BSnRUr z;+Ied+}Pb2EfM?}rWyP18L7X=ncP6CpFC$^z_L)4J=OzfPizUupIyZ|olDli2~+S> zUil8)1qmQuIbEu_j~+%7lBP?>Kfrj~&Xil`$=K)eW23% zL0|Vw#W~qN0?lLkq$vw)TsRWcEudm(p-3uFA=A^yi zt)N#Suit%+1C})Q8~t;(g~3zSPh+Y#vGQ#jZS#-Mxb7;b_A<^Mi?t^Q90K2LbDn@^ zJk>WGdRJC(aW)tzkg@SHlNTG!v*s_-F2Veu_{z7qr_dHg-ly^8F3jq|{T%aF=$A1| zyEt6}Gv}D9%|+L6NLwN~_KQ5$PTJ2VsQ!Yjz?xort9mSn*q>FQze}3hcE`#2{jxZJ zKK>Y+eIxp?nah9JGQ)@r#r7iv&UeaPt;TO;5A&m$a8;# zPY;*91EmHoCSu8~-SsomnlME(dh}94HujAys#D#W#B2_MwA_Fwm@NCc$8%5nwr4!N z-!WE?MT<5~%(|ChBlWmm_mR7}q~vvwF?$2+rCwS7eV&0$7gzqAcryy*9OGBwH1tr+ zUU;Rt&l=~I1%p|db#Z2p!|B*T9+-O@CKLDT8xGG{8o#J1#@4MB$wYz;4yDr_>fpTu zvw3myUOkFH%F8+B{8SJ~+CLl%c@*JI#MPauE&vNO4OeZbPC&bO80iIk5zqs}Crxti z*u94Ssx5UlQWLK7FpQb>4#5Da!Jy>6JG35tdc-+Y02V{FkBgSoU>&623-Q?Qr^5-k zC;C{hw_z|zL6sht9?m&3kdtuuEV(aBgB9oZhCI(z7)0{%H_?VUUO2HMfL4}b1VlzU zs?XK)Fu!8x?fESiH{)NsX|ikl|9^Lm9>ULH@V@xPCp53IW`T}k+M9-z+?D;YWv_>d6bUW71S9F@K`Qx3E_%rk=d(6V!WUM%{jNm_Q%?{Lud> zIuCy;-#3n%i6SLJR)tbZeN`%P87ZX{MH*5GQHf+lRutKlq>#P$&bp4h_ul8&+d203 z^ZN(Rx$oz>?$77_KCkn79^=?081@i*s?s5YQzY>hqg;>LcMYP z%WdCQyg{Yb=#AZBR67s3Rk;u`&O_c{9z06*~e>Y@E7!1I3{8 z{pP$z@khWGnH}PcG)QQjb>3L5#WIRSU!`vVChMKsnxqJsd0QbTRoY6cJm?< zW2grk*gSCX;+_wK-wX*MBs*g&(A+mX4qBiT9cZ&4}Li z?V#5&huI>_T4Ci7oQ#^zaKAx^lR}=wzFQ2~)U)bGJ@y%b?~6>wy!efOl_yhoO-YP+M39!G*ToDK~0LeWcNk1ydE^f>=_agbjW z7oV04T7A8P%SG=`{Ol_wP~YrQymrVJhsSpj);pi!qN8))(3csUJx5n&07F2$zb)j4 z16h&JXk4YRhJI1+_T4F5;L(>3**^mHN2NYyp5D$^G3KSbt9(F?^kVOzQ-kS(!#8_3 z^s&X__1E>TZ@7H)pf8HV!pi!&yCZ~jnH>kZ-7jt|z?9MRD9^KRa8fUX)VSUIgRiNd z1O>X_kaw0f^NzPL=juK^S=BIIW_31wEIx)*a74x zi^n@+?V#N+kT>KGCw3VsMyp9$K>N_7Ay;`B78x?!`0v&wYtxDmhSlZ%lL^L z%7x{i2f;$Vys*yobkK#}8v>TR&7O`c;?iNhos$$7XnqoM{&`Xnkk2T+Zu_f*t;)+^ zq$7<-A$kiEA?|8uEhS=r3MYfM+iG;Gh^Q@k7Ku+1E<#R3aAYr2-$`- z0GZXZ(Z7-g2fot?>m~_e-y|!iW5_*RGR?SD7u1M@esQb;-a&*N&e1IuXJ5n6)FJxQ z6J1bI{@QG-sSZ2q<8FS{d`&FvrBtc7%-zIyCiaYukIEIrWTIrC2hwRXkSqHGTqPqP?GcG6Es-sI6t(->1-a znTd0>NeK(wxBQ3ys6o!Xj`#+C6YRP#GqGmfhLcqaiPFTsIG9x9I=xDSZoTuprfE3@ z>fdj<_@h?|w9g%H2C*H)=QpFz@VuZUQ03phYPip<)hsz`Hjaw z7<$Y)m5~K=^-rY;Zlwt+N8K)J)aXMcU5OGT(24@Bd&|(WZ}!Z3b4Ezqg56`~yiw7kk5%kUw<$S)aQiyO3TR$FJ%{7%du;Cfy9?x$_qPg9XcMRgTjGay z)gsAok2U4uC7=v{F+5fE6DohR`N+%e!00#OZ^H%xFvj9`?*R%Y%${z$svXG(9ZrdU zQ(eyX?_03L?6;U&vv2_z4x%DV=HHc}e!bKucC8dvF9lt)ezT5U zR{kv#N{{ru{T*0~V8OkxfhuHCo|9MY{ z2jn##FONxg0}4aRf~_$ZmMR>$qMIR!i)_9bPrh10{iI{*$JY|*ahR>w%eewOYB~6n zhv~3$ulvG4*It;sJf%i%s051pr*k|`-B8-=Jc`*)%QsWSt=1A(>-!AxTpoa-mhuN zXE%T{@9~5xVFSjdbABCldj~T-g%4Q$v|#zC%C`fXoRCx~<7ilM5&IAQ`si0UE<=>xJAXWxpW*i%rXwEXHLn`JsSR( zRki?aCa<2o$e4k;xKAb>A}?TExy|>nYCp6@sy|a#-i;0ab*Z_@OT+A|0ntZ^7Fa*2 z}tQGu77Pa&VkFdUd9Hdp|*rO#f-l zVgA3XT|-OxP^r}PkSH*WBXp;&6=@Q-{gx)lN|pngd^j96`T3CKA^Y+E^>yf=@4(XmLz~~DDm%e|_NVdL|VWY+j9X@Tg*5N|19G9@+|4lq&l>tqXp!!1jklG}Zr5>SU-U6-XETfIk0q=0RtUkCPd{JUDM{{SQEi1JPk z^U(s#(J%x3}AMXE|T!&%ntmh|poy59l*}UI%N}&0R zsDoL{G_+afeEXRx3InV1TNb_vxRlG%O4uxfCX+(rHmX=$vZl*PWJt#eS}eRDHjMLo zOnc@_>0qHYnU~-EHx8$Uc3CD>;QFUa4_ExXu|6%CV9op+rkj{|Wlvv5!mn#|fn_&f zNrg+Sw@3`CH*_lv%}rrm!7tcjzZ)zl$d5S==)%BCmSxiDJ}}vRf4AgFFCr7wW|xr- zkjIZ-IB)V4;!3WG2Bt^BLhjWoy+4|fatQ7u?#X~IHMW{(cXq&F*qYFZ#9nB9cy_wl z?;;F4TGo`@qk+0)f@4FGBm}iP-szCj#|{Pd;Ls%#m|=2%wiYuD|19oDe^@K-LS#6U>y>wO&Oo#I0o0b6lr=XXXCjSbQj!o!dYZ2Z(wa;yFdI zB_s2A=D|~Fn5>J*`??d_y5{z0_oYCUha7LqpSkk>j49k83L_-!X&itLY7vfG`pW^XA&o>%p`zbWk&=@Q|Mj6$cCF?adbGc4#IvBsRi` ziaKZfoF$ZBej=Y}(~WZn-xS`MyoO|c&YjKFHb_3ZaPPkyXCPOe(k%Jt2BSxW1_MfW zW4|VgSh>|67%ZoLnUY|Si}%b}6%zB260`fT(+w{iO+0*dwPc&0i>DqOHm8SqukWui zBb#yHPfzD_D{C0vRQ|{8@eo(_y59)94MBAfeO}RDDxA9?cGcwY*miFI`md4g|L65} zQG~ZBOq;1cw2I4tC3<1=k)vZ+o>+0@zIiU>Y5s=%|K!WhT=JlCKlOjJyI62e z@xOj~C21gSJ{-~_F5>U%@!Tk?Raif%I#KHvgM-5gogb1)pibU8!A*JxENhuvc%&bT zvxg1ox`yw=Rxy!oklO?rm8S!O;y>UP2QF*nMq~Zu&on$mFQIyJ{L1;=-Y&dr;?N3v?=ed+uiIOxQ1H@xvZwjI-W*0MthCSrF9 zPYjkpPkFKizW4>h30t{#nfC}gs>kbZUrvB7O+6|W(@Z15q273V>(aIijZ#?#a(av6OlWZGdzMSk^51QCwkAVpI`5`b z?06SjkB_Sf52Rz8M4nlnQ4KaaEWi6eTP{Ow;gsGG_Z~V!b>6-;&WF@4#hK)r51`?m zwX@!42h55mU2z#@$2NmM{yHQQPDUysvz8r!j(N9!J);RG_}q6lwqJz$D~B3PsCl7s z^~E9S7!w#id{nQ#N*_YEJ_v8oxMO?ey|kB~`C!`nmErzBIxyH|^6Aanov`6i`|hOI z6KEZte&A7|0Q0071?>@CoO_~23jL1`$3x!vOs~dn=f0n^==dL8E7Ysmf5i!FPhHk# zk1d9V{&%uj5l#S5oz;lL#AY#vVU2hhfsxnb%a>6i9nM`o-i*$WZ@e zcpUL263h5a=!EK3Vf<7P*={Er_V*l$3AuF#R_$WBn{hVK(T|c-FHso<2ueg4vKK%}cI- zoq~hf7Y=?@8irwen(iW2OQbMz=Zr*0NLjw8@(nFjC7v<6pMtEPJz|O>8&I7t?f1e*Dd=bm%jd-YO{m?{yQbFewhNsB~ca zXy#>_w(C$AP5=JPJ4aZg*++M8ITC+=nqZKiPRA`)ONXS@eK5ggY~gt|4jLqhX@2{B zVAShx_E|}37}i)b=dd`BO+8;UEQ62Z{1YQJ2}hiU)}r)jP%U1P_&-rsIh zfp7#Qi)lPxm52tPe#gQ;y&aO8&T z)qT4HkhJBX`Sm?BwgoCBMF^5%irvAs%fK6F1)d&#ytK}jmHABObooja+#9;QFEbraFRxqAO-Fm`e1S;N!CCRdT!_+N;|CUV$ zkOo)w^)WHPd`l(Y?Qdo{Uf>xXp>zlv2eTrn2wl+D@$yQwq6&dZHhDRxnGJ_~))y*1 zD`Mo}iye)Jm~r@R%lTXkh3P&`ozat~n5>cg=v8Vsl196|W(JaQW16%0vFu$aeSgWm zbDE4lId+Q#H(rFeRZ-%}qvJSOc#!%eTQ?HvW#+EEjYHBC2ZHWFR+zff{%eN-x9CpeQY-^F_C=qNQRbP^>Tc;Jv2UYJsSLc z1j&+19U1DLIBFnuWZe4>HbqU(?9MHQW-8|49W_JPYH<1xn{7JGM>tey{3^iNQPse) z$xK*!b55wl>NZYTjZ`lA`a`GvlpPEHTwSZvH{SXVwGA2h z8@aDxG5w5ned`BotU26LDBuHqnVGL#Z|GoBhk~))-UC1?j`6hl&mMbYx(}WZjl!8v zA|F2d*25v8YD>qM8&JZ}oO>y%4#u2ndar%nf(~mf|8f0!ToJ+6)c9pw-r^$cAm%{A z=lD>Cx8^W6|DadNRs~bFOG{qbJw|d*>m3fRi_lY;FgtzpD$KS>+MLUJj9Jt_$Q9x7#n=7-hn2hNS+vb?q2 z=8p!9Q4T2KDR%%;udn6(1QsMRmN(OkmO+1AUXy4wBW%i*L344{w*S0nm{R3}0rNC1 zpI=)z4=evpY58IE%?YBEnIVpy4;oJKeuEPoU$4!irNYdcvpz@m+u(HZsr(~>v@k6$ zdf7H32MddY*d0qmF}>l^H@DS!T(m35NPE8%()V%0&Ar7qrEB9AFz^qi3(zNcL>a

5M5Wyp1yyGq`kLD;v#a; zchSh}8HT|W)zHJmuQzdNU$U^okwch}aP@o0M`xJvjE%E%3xkR1H(n7@53$p`Bj{ZN z5vzij0{hPxKyU5DVZ$yz2pkvtP-uHR}$81jHWYFD{Q-c+-c1^Rlc^$C%plPC+#`Zk$T{rWOYQ`ZQ z(*{rRX`~2x-0pZ5gKc60QKkV(1gcMbuNRF?G4oRPi!}Zz{LvHN;`h!0#vZ&ped(@- z4As-!XUz3gfLx{GoSrO&^PdKmTwh+omRi}I+;(MXExw?@dNK})TW?xF_Hbd|K8A>e z!C-7U`?J8L5Pd9) z0$Pl*Fm6%i_4PDdb@yTrrn`vc3_lG7q%C2^-#2qUWeW?({t%kEBw%=>I?vPJ4~M_n ziTJDD#d(PZ4vK;W49lH5m0x`aOAk$~P95nbQ0X&$C}zBb1J*HtkGI!36{9^pb8{J% z-|xS!G1~*}4@Y$$a2Eiml{HdJm>J(PBW!8ay4FHR`H*xlL!k?HR^v^Z(-A0g=R&Y z;cK{DO^(|$T7?UJzAa9(S0P7|_lGs}98lo7gizrw96S_GR)PHOUYb~5q0WY?8uqex zsirU-Y`QSE(1ydROwwgG%~sy$Xw5egkRhu5X$Ve@+q?}p?O&ijy+efZ>|d~Q8K z_Kh(#Q~0S)a5^JdyJoZDuov{WKH1wldjg_s9Gq{2oPn(dOUcCG%Q#K{c<4WG86=IE z+fu?~pfP#o&H7R?^m5Lca;>ppJ(sQdS8Ho1kJ3;o72bga``dL)weSe1Z61>u&iBDsTh#9c`|CLEXG!|c{1R@6U7b3)a0@#=H^>&TnB%!JT~*`<@IWzhKAVOsj>A0VDq zsgQom3QIcm@;;xdaQ;r-Nz0Nq@ccuZbGlL-mUQXobZe{-sB&XP!ugVLCiD2q%ZIs< z91^0+_&Es^%7=5`=BgqgJDQ1Cr}vg-rk-GwnQtM%x2-)Jz-@8_f5o2P?uU32GS zww?l6`@K$hSUPU(P}-C2SU{jV;v>F4)e~llW~Z*7GlAA0?3D@6R&hSsf9&LX27$`5 z<%NJiEzVzJ`}cXDFZ4bV`%k8N3l{2&pi#{QCclU@oT4>`CcSDUulvD}=`(d;Rx}+B#(S81?8Ud4dmp=2PkW7@&jONy{@qV}B~b9?zOEg!IdpZr_$kM7 z5=M^Bgc=AQz~VQF{O>F~VaE5%@f7(J z2iUAd4Ut^kdVF7z@4bOu&AtR#TNKb0{$4e&Kzb2zK`0+j~Y-VOEEx=5wMy zrsRm^W)SZ}f#S(LA|V7PzZHCc-O&Jp&r}NnC-*^*zThH*Qy5O|vaGnBPPZ#&()A?-QTH$q!^(&Kw==A*4{f&r^U-iK?jyzvr0u>cqz`$7?VWI;AA& z&x9LRM_E6R-(ZB()2|wX+|ZHx!*b=vHV4p{6x`S_CD3c|HEkR%!s07|2Q<0wW8te9 zb@`hBv&^$?)Wa)4GJEd&cxfjrsPFPkN{_+DOi}(EyK6Y{iAGCtKpY7Ne$*<9QA68{ zT|K$&x;SGMXVDR$4~;SH?2pBKkrKvm;Ln&eOft%Fx?ItM&6|za?>%LL@z#66TZM|y zT=eVVDTx>$3Z%Y%%TB_f&MU*E!AEe4R$akBEF1@a=G^-7WSKxcKFFt&eIG|`3Od7j zJ&U{W(xjQz|u2VJn0 zz7QJ;Nv96we!CkBQ%x`=EVu)EW{Q1ZUB3!e)3N7*4W2_WZ`z)`%ipn4@vr4?n-Z8C zIdtjdPjMu6J>u=I^u&z+R<8U>iiUQ}BG|Z{dvaq({&?_E6Yp2H;2Z_xMu8FWYFG$jbfQ z<)RH!FD9=@)No?@g@jsquQxc#{s!LQQ=TOt!f!U9*IoBl!TgXjz#c>2kE#WojL zcX^rwK5hVVyFk!GD?uPlb}bt9T4HpVCVg}LCUji=nL9N350@s+k{0;Fa8dD=v%HBs zteteRa?Y%Rh68lZ_E7J_SzE;(GQNQ+Cmn^I+dkV+N-b-2ZQCF3$nl(HUES`xw6l-+ z_9EHvrdeZ|F!l|*4cLG`RPQbSb&1{{=QkuztD4XmhPOZ7EDix&%=)gSa-~8 zRC{*-w8^oJkLFcD4X^GXd*BLEq^jja0(ZjbcUhMA>HUzxqHny+8;t`$ns<$HT?L~5 z`#Y!N`C-P~u)%EdF-}D#-L7j_01{vH70#q)s8wU)p1XY?*Q-L=xaKZH?ZKmQt(uF_ z9Q3cwk*5TSnky~lt@m+JD2Dwfp8+i0kn|aBG$l~~X5fleEF#cSt@Bpii~!={kSLpM zW^D5Q!@MXG0xK7vo>$Enf_9n&iMiOn*e}vj2x*Z8PFLvUt zdgE&-)cn*VFe8bn1`n%M2LoV{oZBt^N*)@hua{m7Erz-N1j9Ba4jAy^lN2u~*v{$3 zvSXZp>jIJ`Tt+fDeJf?Ux4RyOj+jp~4tb#`@$Q*5RSg{JkTsfU{tr@QNg9_JjWHy%BvZbckY>pffkZynmpi(JLB_+fBHl$_nK0qv|gszQ;fIJh3lo;+!T zb&(?RRvo_B_5Pnt%;5vjc;-DUoygwi#FAQ9;clodPIk8!eUFng)APlrMzCiu%^Q!W zD@ay|v!9kXg5}lQe0`5AQEr=YYWTE(_^dV2zpw+7s^s2E2&BqTsg8a*u$KuUxSPKj z=~rQFp;z>z*BNvzaO7f~h=$oK42rR>&e$t*)z9rY8V(kKILs{jP5N&ybl%^nI2v~qD2(4$mz!@uYucK0WO^VL$h{1@xp5fB z5(P>QU(13~Wx)$&KP_SG$d0FbehK2#j*SP79R^sMwQ6Eb`x1wwPx{JUPK7S|{gI-2 zUtsmn9-mLzcOmsZO>u4+5m?!;JzpVa4IO1_HUq3((5*DcJjM7BC%*F#5zgHAnC*SjqmAbA_K8D96p!TS4S?~PvIXnp8s(Xlun zzrDMEr?MkVrtEz_GF$@#-~F;BHu-RCBc%Gz;|T0rJL7vSoePFFA3k7d?USMP;=6gB zOA^y-nrrH2PC%=8sim0l9vD==ApFZP2ZpzHzYrAThvn038D3@KxN<*M+JdbG*MAot ztEx)DFuMben&;H8QS^)!hi3#f^66bGl)H`dMQoa?Q(H2$SNqEeZ<(R;XwvSc8=rAl zrT?L~z#wj2V%R#Oumye3e{=R#bK>GTOd$K4A^Gx%D-~Tg{0QcYeVsZ3WVsMF;i3;v zHhp(U|1JUN8Rv-q5z~>veM;15=OGxQK9zs#RTLB+HWh7OT*FxDY89iB1Z-9-(hjPh z#{L=csq_9p&}@FH^?6V(jD4ElN-Mq!t=%3Q*OgOYeoj4)-l73ko?D#nF<68CWtrjN zYEhV9%(Po-?!}fMuD@T_({b!mjYqqQ5VW2D+U#p94AYShqjiTAko2F0$sQp`m=8MG zA{r@xi$<%T9(GCN`~jLxIR;v&n+tWSqa(n8J3lE)xD;k|{|LSE3xnBcHVr%597uT` zQMaPzgOhA5c_WLxNMs7jqjyk(mBUsa+;4}#V9zA)D@vOTQ!$k|#~wifefQVwW<4wD zCx3+piLPyM~br~wNr@avT;lO9ga-yy^|;L z4CgcVpWJ�!gdEE+g7w5cXR3mrj5cblSJ36=Y?>M5T&uu0V+l&CA9Bf~zp}vdWxk zQLlk{Cwlf<@4V65=<%%<-;dZnEz&ce_Yb<%_Hf^KWXHircX!?Sa|TKcs;XXY{(%*d zU&RX;3Cpr$yX0oRV2=bh-F{aaY`zu3Q;Dm|#(<@RRdmEWSdB9-Dhdih%2T5wc#{G{MXay=@|b}VAkpBa69A=0#FXL| zlc7s=-olms3J@bc-2QugC(eZXxS46~f)zzzD zCtkpUI6v<>@ok^0`+N2;!v=xs!m*@1)ic=N`}5{<{!eI0Z0yyo_hF;1K0}YQcP_45Li?<(NOx*uHa8Y2%nM^oTx_xbf){1X5ORl(2lq zp1Wt~J|ybn)Ov>XMHUYrN%=2Q+BTs#hVD9*+#6iM`aJ37Wf-fO414s_61(g(ea_5U z0r`3w?zH|4L;Is2{A{w7p;y$N3{v1E&`o;2T_$&93rK#pSvn^}UAn?+?R*gy8a4k) zxw^va^ot)q-&7%GJgNHy^FbK&Sg|QNcoK*+=e~V&KLjLp#s<%fd>H=|CGbb$^tNwY zIryx6yB8n1O}0%t!%(Q=k1mCIxV#-f!)1#isro8M-SEsdK1&MAz%lv*i&!Ft>CSvo3st_Tnlf#wRO1lV{o)>=nKH?Eh7g80vETVky&sV~AfZiNZ^rWYXpL)p`O>F3a|)sy_j^AHYviW@4n*tPAA6RBO- zEy|FSK$LBqt4#xE1h=2(z^&dW1qoHtGw{bva zSiSFQkq4OlJ+wiu$_hr=Cp70cR&dr~pxNbP6f6)z2c_x$g96)yN*hUe7-?~vxl$#M zli9rYM|u2lK8V>h+4l<0ouWQ(fBYRT{q&h%uC<2BsP|ew^@%`UeYgL8aU{-&8`8w? zV#kcIdF!GTdzjwmBa~;B4wQ6FTPxoUY?gZD{pM^bG?$!rnVr)D66aHy3LPP=Pa4yc z{`?7xe{4N=-}b6*6IZ1Vlru7P)9u-e%SUn5>ss(g{STPF-M(QhXABGDx;z&xHgIv~ zYuwp}99WKtOBJ);z|x&@?Lu^O5cG@hMf-^!?CZ?$w$!wMhK~G}ZyjZ@I(u^8N{lVe zgg(_43Dp1s7cc{P09)f1{FQ~?Vd=}U|2p`%fXo)1LzJPx&I2QcwKIJ%WR-7DES80l z3AblAI5J?`*<_&aL^ZDOebX2u(E}6xmjaKEWI^i%7dxtQ23UE2=~RksE0FKjuKZSg zB15zAu}I|~lMKz4fA=HKZLg_4{l?<{3^rKS-s^N>#ir1P%I8vvII*PWacKX3m`N24 zs6hjqE|UBBi@F^eZ(kKLkvRy}S*8VqNxJP`oJ!{sDT1k<7<;>^ewY#YC;L*01zW>= zu4^%U$4$3EVZOyDILzgc`u15fbcG69RF-;qaz*X zTn>2#h6!V@Q2_Cv^9x+dIV|m6Fpt>=ik0-QUc(YMi6*cAAN0IkQ<0F~_C^2HJH>Eb zhK7J|+WK-~;wsB=US$@bWSH9iFh79vY0Nr>YK}NpuSg~QUnx>PcL!h_E)x8!Lf+^>Wvf&xD>qMclPRi7`WB`<+s;87?pT_$}^t{ z^V>vwI`YFi?q)9h$8y%B@CTkwn?tL(;AgGVtJDpH3ny6Pvy5@3q&NG&mfsk6 z$b-r%-32FDHrF0?yn@+QlAe-96O4R4<095;0Ho7JYP4K;aiIO)__11U7-QK02zf@n^W^M~X1cj*tlp7MG#rUhWm| z!(Fg!$NJjPe>aZh>+gS?k_96S&XG|^hcF~w;Il9dh#8ID$Qm5-Xy@}>)qX&_5rvg%Tr$12uKl@ z{QUcI2T+>Yn1`sgdB*gQH=DI7&P9)2GK-Sc3a9oT+dG65 zFT8s0WCAwDb?&7v1?-nP^vP~z3fK6~N^`o)!)$Igo#J3Q)NnZZ`<5}m#KruGPtuIA zc96B@Hr8N4==Vrn>3A4aW10D4g;6p1-ooEg$D)N>6!y>VzTbntjZZS_FEjewSkj%1AQpuIG&031d&M zN#7D0#m0_yr4`dMEO(qqR#!E`8R{UVdW8YZrjB#w8DE3;ajpNZnLmYwf1ZyV&h15t zZtaKTvCm<)`-lg_s0$>sT+A4kWW}uPFZ-nf>R_(^DAz|l6>PoxCbrVpADZjK7f0u zkQ|VK;nGqrFVlvGR;u&EAlK#Fl{<} zJmyL`E_2rE{&(~%%p~uKTn$e}(vN`p)d@|Uvoe_Tljz2okRYEBk!;NAj(QpzCk3NH zdfj2og;>yZCXM#w2TXkH#CGg;8fM65zb1Xu!sQzeKSvLzAR(HGJ7q*28s{$42KBwc z!9*`@v*t7yEMJy#eD460NlKbVSGVUi&(e|k+ACN*Mqp#nXT!3R0-bzPDJ*@S5_C9U z0h{c}iFf@Bp#Azu&bJqfp-oTlQ5DxsAlvgR_Gs52MalERh=n?g37f5cKKlb#ZH^cC zX2-yo;TrS6@fXnPX2Nr9*F}imG3A(j^aPZai@e1glL_?qY{0`ZR)r`JlXAWppG z9DT}q5r)Q^xlW~w!%~&r-|HJ{uu1D|+(i5j`fofmaurjCDZ%3tp#c^!uzv5t{`dy0 zyymoJ z;9QHe(?uF5T<5ShO$rLbL0Yl%R&PeI@nPj%igX;#dl_^^ad=>Lr@P8IH!qyK_4`9% zqcxJ^J4*ij_YcNi{p0!+W0T`Gi z9uuE+z#E1G|Dk=Z81)&8=J~dQrkGV1J%yL;+aU9;Aah$&J+yN(F+Q$fn zZQ+E^apEPi3XuBz)*0i-ST|d|@Fh+jQ#HPiKRs{_Nax2LSCTS;B6elz8ubBOSk-?s z9ukUuwWnef62o8~K5Atfreov0D=q!!d>9GoOO2NN4<`(nIBtJshAh@aQOVtJVWuI$ z&Sshbi=>5ohl|g!TxCgo@D34kUhy8vA)dw&D|jP(;1>3rJh&njMUB-B-~aRL*noll zL+P z2vc{#EU}bBN7Vy~)T+kyF9|}~a`A=)kqPE}_m#LvjN-x?_sUcW2Q(`*Ox*5_fl-ZWgFDyH!OYi-tQOaw zVSjQW!Nc`0jB4gph_!ga#PAnE&eB0?R2&*2NDedAEoD($m*zyYHyj24Xq zHK1|V%jZ6skDyp>PWrBa0uF9Gtjo|0#`eVA?rS=dI1)R}e_^2;$mxlHo_;xt9bJ3= zPK(LGmWS-K?=QaKfcjc;-K8s-`|yWTa`#^-*;4WRG%XCF0-6!t-?wv;>ga`+3y&;e zg8Pc{s{}z9bbB1}wrmZT;*)vUS@&Xdg4wQnyAq+@`Nt45ngd1BNmFK$7v~KRQyoZq zfi?3#pILfqV*ZcA#{D5mFt!=Rx+|81wTzxp_f@iy{5AR_n;s2}%A=uw_%9r;?CF1h zKnb%Iv?Uu?BB9Z9YOAK|Agu9w)KgxtV53&h4#N)@ag8PD=YiT$B;NHq`hv$9CW{mH zJ-V@sTN)4M`)(HDP}+VSrPdheHk+Zp@c-ZIvrC=zU6o;2?(Ordg1InV%ODxZ{QxKh zI%3Atu{g)ukRp;aA;aiiF%R;mvC*BW@v6!P7;#z{w5N@MhVTyc)SYs;wl<6_HwSSj zT`ts!cH3+3ez~gbk%0>~O|L|=EOGM1oBu8u4Pf2NI?-x7PpBux_&(?V1^Laq>j#HQ zz|VU$cSlG7cAPU2&)X*e4c85-s=TOid^eu%Hzr{_-?^CkmuY3FCJwIu*Z&6=BK6z& zvl!sE)W_EsLz-YiM(y9^vqLb;Q%&XWZ~%wTPq96hNyBoxYiCaF^ushYpU(0_f44oz z&3)=o1&}!kDSI4lZRfDB;T-QPn2QYEC6XqEl&-2v0>8E})?4D{tC$ziJ)<`J_Eiat zr{{bT-D!v8aYpQ^HUJ5Q{C-wz2GG=Dq@;P`56;{l(#}GCmSztJV3FCWrzO4q7;Xe15Bou!?_g)Sm_KKZf9(jC}3duc#P z))Wg)o#emMqKRz|WVQpJHDIV);zXh1zU_IwoSOM=9_HVPk}q87MDmSQ^)pZVq5iqM z<_#(}AokTbrGDmy4!NL;+d|ziKu4w8ujmI&S=oyhddG0#K~YD_84V=A7oEDe)(&Im z(#qG&tfAjk|9$d(5hSzo4IAD1f=wY$pZ+<=PoSb#-zV%m52-0fRfr`opii4}Z0d9} zR#J>BytaffAj$d#DX0}l#=PNnwP8@S++u!Y&pNJr3oiR6wHGH3wisRTGsdP4kzEHT zZo)7g7WoS<5P})&=Hi3kf)S(!?@mZmfrI?c~k-t@PD z$X$Fy{fak`EArVi-tT}u07*c$zmw5yBiDJHyB8E+V0H_J1Q^q=3`}92Yib6|b2A+N z;`8fVcM#TjetJ2FK{&c+_V_}Q9+1zeFedeFV(0C#(ySbD7&)qTDdhDn9I)U0heXXm zp!%d8!!%S6&F44zCbPZZyY;K|-q{eS@F_4+KA(;QRY?aHEhS*`%u|c+%kQBfUC)g0 zetMg)-@J2pUxf2%*KGqHtH6|v(Sppq5u9=jzuVkG#Em`UL0PTdFxmGw*fYBUy9O+k zozJ~N@|5}B{qdj?IYWpgSGarz7BN9Lul6ZGYfC?aD)8h>G(MbY^+RH|JJ_-okM@$>=Y}2wc>gC z<^2b7@Dz>b&C|PK{KDsP9dkwOrKs7+tXzVcisJD%1jqx#s z>Db%v0A`exbS=DwJkPNXp0y+Ue}<9{f7IZV>mN#>~Tw! zL?Huiq_+0fa-|^o!jpPT*$ESL(r+c7{e_vRV@r4HHL!U)eY|Jr2M!j+c1pxb;_&*d zztvC6V2Z|a_<=$k^f+kNnG=p9dFxg6Py;nAjffqs+SP>fExioq8keEYt6$$Z*a=7h zyuS+Gp96BZq~G(}$?e=`Zf#`w1P#$G48gxsF*KvYWb2b6E_Z85B=|32AItB?pY?oL zrEy0qYXW8MzbE%&KIJ!cwPSXxgQcU?0KvR>jy>p`GmY2EH+6{mMIH5jh5LorXUj>SsW|LoHntfwNmpgTJ2tkfHx2mhF;Dk2OK=PA77XA;pFvqU$mT&PU;L+MTb^@@LlJYX>8Y zhn;c@?fQyE<4RMHXivi?xAecNU^STTXn*&^YXE9m6+fJ&Z-S`wV%5{>V@QlW>C7Fl zz5WW;Ux}WBFjzMBD7B6Y`Y*7Gvo4;7_5E7=nOefI?Hb2hE1f1ts5-`Z@FqQu%LbpM z(d5Co$$QQJ(wAW2pRxDs!fRL)-Txx_4-q!C`}z)ivxmjEIs_d(6{ug|({)%g5Qe#U z|7a1Xa9ZJ@j|6QO5Q9^MvXhB8x+kSNU*r$;t5m%@6FCFTP-zHwBbtaevNj z4;gqYbU>K;CUnduJf6w92c#c)bKNViWT+4ANI5Ini(xFsPEltSVn>h;n-S#WfPl0} ztSukb@4Vf;<2V(L`u%rRa9jo`4AtKxe12n7XfgGb$G?!0MCW(pl>{{1bTSB%Ho}=} z0sLDo>Cn-`*PQbCD6Y!nw@DLwV79@(LQsbZvR{Aw=d^PaXRSP5@gI-HzWzhc$P+Jd zh&#vLS*8G1-a8GY7gYi=Kui3V2nV)V{bxs|@d?NEFRCl19>jT^s;`7MK=zc5VwygN z%fFgUABOD5d0(c8ppi%%K5*QH^xO!G7n1oRMsjfY*sA^e!(uScXxH+H`7Aa)Oq=uW z7bei?Yj?>tN+YTN65%Ix4oQ6Fl7#C@Dg z{L>%~Y%-)7vYi3aNbdFHlvLPCuY3fi|8S09t1Z^#G0r*2TX%8nhJt)ePdPajEH+8m zSAT^Kt8f2S@1_%hKOx*zgKDa{@oTPGbDt8dj0IL$-e`l!F0ZFTS?8es@dKZ0uQFlL zXj=9D&PcmoHF!^;A>Sh1!3=-0eGw_s}OL5HVYiVO|m_q1&f zJ1kvJYGhzZfuXlr$M#JEfmSogshagC)CT$gA#(ZQAc0X~Gs&Mo^;GcW9H9>zx>)bN zq8EU{XiFLk_T4bnu<=AGXc(HT>3)4orG-r1&#&*D@`RdjSC2nCHV8ZAIb+Kv`Elrm zW<}jM9W1i=dC7?BB8>G*zw$jH0Y$-UhdxvfVTvQyH?xEcAh+;IdF32|kz;!LXR5a6 zBS)5FM~gBv62D5vFV@2x+vMiGzYW-A=M=HBs~*zVKM2pAzJ*Z=Z;kJUZLdf8;}fkm z2JB53m?{{ngzirp zt;>gSlwDi(ZHqlF%-u0ty*7r!t+#hN5IwN_!;r+TG=1o$4fAZ$vc{(5-8)YYvBA)+ z{03uc7=hl7xTbP?AB;1oNA?B;Ldl&6H}!p=L!9AoqFzK5)Fz%_cTA;5CP@6rM`p3 zCy>;8z3R~Ld6=8E%I!)#01Hn(J@<2Wh9Mmuw>k}x8t%gj;Hrr=twt!pjP(D zcdM~5B{edWqoxhmzaUZ^@D3U*4nEmw6^*e;e1Z;I@wg)VI^MWX0JqNDt*F*-pO?5J za)M9KW6I_e?O_>im~Yk&w)V}2b-w`tT9@B2{*z<>l)Mpvs_(@v*CP*MN$@7)+E4{< zt=w1m>Uk1|D!<;GX7z)yTPJ*WMwKCXw!x^d`yEVOCknhfL=QD;adM)Wn@|?-qu0kK z1m$J++*49{*l;8`h|v5Dzg{5gKNJzd*~50@clKvvKF0&nkk&3~TpT1old|-g5Vr!Dw9nw-Hv_2Q z5;=V9U_LIm5n8G>wjiIhbTRTrHV)T5a3C{&!P(mz_Lr=;`Cfr0@xrA{9QvD-5^nMr zd*{6~A1N}((CBq?DyH;9blR`si}B~7L#A|4`otroM9lcU@1Mf9YIeEGiX2?(B@C3q6Iw3Jy`~#Mf;^_68BnZ1F_UB|8Ud2%dj+tg3C#i(`4G zqL!Y=VzH@=vw-OhY#`ke5E6<3QlPDGC6^?S2~VUBX)(aVbM7oiE}Z4joIp`s3{#+~BT`5R0wA z*3*}n1e<#?-|aS4mxL{>%Lod;{dNXg+*Yn5m13Hws?x$mr*6iISFf-+Px_Ev#0ALQFdpohjKTCH@i~33iji_t_OZupX3QOa z76^x2farAm;@vA=(Dj=uX5sH1E zx_Kb&_*~|u%`2E;Y#-^roC3s0x?P2FA917G0E`&-;!;k_u5V^_NXa6*o@j4{HrDI+ zxx`;UzX(A~Z*3G3;wm*8Qw*?u;pOx}#RUiu6z2Ci`W@#9yKHZkaX>orY}NznZ4a*b z^zY-N7Nj&?-6d}x4TbgZNGJ2gU}1D&g+=H*_H)?&seO9^>NED=^lQr}(DZ7HIA1@5 z{iLUS`JU4-Qf?^4FW-%X{qi{iyB?sgoFC6>!X2#P^g_D1*KUl}ST8JUxBe6c4h{(ZDUGB%yN`cp!)3tB4cfFnl-mN^FwKJDEDLsvfE zX?d^*h{E2 z4r|$YEUR~XplRnwxUNGy5VAZq8ZzJF_-NJrcf38&D^}1umq>!CbHw!E@3b&+-%z>B zbP#4QyDLBQ-}bnN)?r|E4mV`-lc&?Iphs`Yf9;|O4u@6dx$ca_@lw(3h~q;r-u*?# zF)siDNOukXOWcG$rJYOy=J7}|x9^XzRhQXuEYHAEuMDe(f(ldDyrH<9>Qf!@H;ktB zbDgn02;E6Xg8z->!)U@CUQ(kVj+XGhoKP6Wxg#ybHI+fwab^7u>w$w%`J~f7_}CdF zN@AxxcXyrGz@9Jrc@4QVxLQZns(9{ z&WVKUrF>78p{hSdV)YY)WG8LOvU z_MG*My?3Ba6UG%NrZ4TT!ld1)>vx_#f`t3Kr%ENvvVaIZ&lH^xKlfy9*d@A^=!RuI_s_$PsG!H0iyo8#wl z598!6V<7VjSti-J;#$IzsKN2~FqAmL)Vq8a+nyN>zdGw7L$Awt-$Vpqk~uijfAcub z9b3Nmfg%H$phZi&#JjGtexY(KCQV68>ekTcT0$1g~xw& zXZv?zzl_yuzH_-S&fHa5F(V~I^}%n=A%F?XxG$21yk6qy{FRM+y3$beR7(B)LlKBq z%%aH4B|=k1%;u%@Dlm{BVleaME>yp5ukyIxk26sdCra98ptqNYKkAtTkozq1pIDDU z-~DBq2-{;w5;)VBcFGY~uc@|ZlaFJAIZY3hITI4?5*CO3(qQ$^Yx($F1nd@`kyEFV z!!&`8Y@w<#7%Vx~F6eXzTH}1R2A|9$`OvegXEeq!sp!ynRQnt_4sy%vbh`=j8e1KO z{cf0C3-KDnOVE8#%DIA_7e`KVTvJh%O}jSQ9c zE^kU(7i6|AvG^9%L7!;#*ioDRp#J(nac03joOv<7UfA3XODyh-tb_pU(onx8f8f0g z6*(UFwY|eFxg`44-`{ce3%zEotv}AzG@Hw*RUk>Ja`x8nD6Ss7mmIE?3gu$~cM}9! za3Fk;QQSTY`wOG0jW1S0U)`%S_n&a$%B2q(d%g3qCoDwdP+&QbEc|vCvLA;=($BXK z{KsH8agUGNy@NP+C6Z0|btudn?o_M0cngxh+)g4dh2Wt1*Q*t(XJF3Oet_~J4yK)t z-PyWw3R`$jTubrwfHAp4p9Oq$u_-rLsQ8)+&Yp?BcAMq_banpO`>9|DG*WC6E;pP9 z|K*-HR$oeG=#)6^_+y_zA{V_p&zc$z+<#nbJ#-!@ij{+}w%)bRQ_k0EYWM&{;cWp?-PR16{$B&ec=?WSPFN?-IUwT^UKZY-RZbsxb)JIVH&qQ z7j`6TieOrB(TMsjOPIZQgXuxoDHwWp^LzQOE0{E2=iTgJ00X@_7yA2dLr#d$e5vPI z?2BwLnjU%y-{e==&G)-Q;>H0cS(_Z3J;C=(_238;`OUlBR_TEp!h7X`1PWH4JrMMO z!yYP@XrFO?I|W@PmslQ(%K`Cc$KKOAL>#YqoyV-V6MN>{`?)HDv2ce(@)t#OnBCv8 zJ|6ZQ`ky*+`9J*+a>s=;-yWldDHW;G^qbcq`_4kZE%OvCu@8NDf?*L!({J;C{CbZh zs?fMRyCK**zR$JN@*K=Qi|$sn`vAn3srAyv`(#!?AMjrlX(e-LVq_F zeHX-U)Ejz=ANS$Eopc|jR?gwDcj*orhIr^oy_|;q&a{~ zeQ8N0G>njU($VQ!%4r$et`B}8LmIgDhO3KPLw1`J$JtIgm*XaV!0F2lhoC_whxJ!} zDy$2WH0A8?VKZ-G_+j!M0{z;-+^fG6VWGA5uj#%WI4PmVEH~r=qql>yWRJ_;_5j5Z|A|?Y~@JQ%OXZ@bJgmjC!LoE__6HgYYuDHPMo=7 z$!xdN24>EEE9I8%glRp|hKDnYkaOVPxS6>bD>) zge5Zub34?Y!g#eE(ch94CnB|#Je?oIP}~!mhp~L%+hnqv(D@tFTP{dh)X*aFeqp2o zeJW&BaBqebeFnclrRQ1RZrE?jI`dC;9@l>pS&K8Ip{e23LJs!=cHC(@dhO+TnBe{X zjp>Xp%vLX|G*ocmU}_pm`!QB*7YaWb~I~ zvkaY<4(s6pJb+R;Q|FJr#T7$tU8k@L9Q!ZjdKhUAS1dVseP_LKR^LnXUUdUBJR;t{ zA-V12a_oA<#vUY+3TqyxR^n_i^Q}+COE|3Fn?rk87ds;@b%Yk*ASG00>2gvGjJ3Y! zZ_-r4g?D=$=byO1qO!NTwb8`3Fa0ro5V`?_8~y&>3%hZY{`tEH+y0nH3e>%I-x6DW zQ$#1~RI$JDRg&fT7#QdH?jrKwD7NtJD+<}-#6{}=E~w=2;UcTJg!q0z0&ORQN{Ubq zE?StgX1J>2Y+Xm@8Xp_x(QGx`>lKHIU*fd+q;jl}P;h=MdIaZ~NqT3ZL~%;n(a~qi z1)GyEOf0nvGSf@=Lk;xtsjzyT-h{2sX#y{l0&rD{kL6?g3@j0bQx52ILw}_5 z;*L`l*dF8A62e;!D_ycFgeE;)KW_KYyw(cGcYY|oGYi;1LPH^ZQidq*Gk0^Oq`*u4 zwwYn*AarM)H|TJ>1UX6rEd_5Sq4CR!hoLWfVT#8wIAqoY+RfC-9dFNJb8n%8(0?be z_0k{DA6|CQQ&wC*7QdDB!lLK_3p1AI(Ca}%KdSW{GPPZj zAKq#~;;Fw{YGV!1KOa`>6dMFfqMz^C_ngLI0$Z8Y;7e?j_%!kIO(d?SU%&fuRvGIV z^BTGvf`Iaaz1pYxQSgc_DS>A~J&vdN9O}&EAKwLK92sF#sz%2%6<Kfhy%%RS#XU#R|s(UwP7!Yhy9!lW2Od+0bcid)=HIJ66gZYh`h ziz5uSe({Og{b<{p!v0Kc?ZMFldX1H5%YnS7N!qnu6lOjXX{7H$I%y>aHCl@E=%ap}7!l3qj zMJl077fHPy5Bug$V+UQ>yY3WA7#0?`daLprwjKrVqF%Uwv&S4cmrVU}KA`2nUw32l zq}#=C$afBVOHxh?HAZ4>vihFQG=!e%IcDc5t-f0i&s(km|_iQx~l7AH6az%C()9UD(&4uVv<(v!o`Xc#(!beoOg5K5)p)u!jrb3` zmRGKaq#lD6x2ko&@O)UjE3UXDHjF*i23;3sXR!5hO{MvT3>fAx+UKP#fqlA{_>@AO zal&@~!&FKp^h-Krgx~7Gg&lQI4+OQr#QFH)LaSid>@_2#u4F=Gvsrg+sTB^Nyhuo_ zdWXYI_M1QVSYY3Mdg`3jaM)mxI$8DUDHO9j+H=`ZkwByW?b6_(ahaV`r{Ch6P#hHl zsc`*tAho5_zq4C|*;AalOj<+Gz}0tg{nHk-g?|jp!l6dTX513pMbf84!!cx|=b=HU_=r2{ZpT4644gE*Gt9LG7f4Zq& zzE&Lcuh?~Y#FoR%%DNP7c`>$M?|7JKB#R5nk?)ccZ^=*{PLpYQlZm9*n#~t;Ubyhz zjm5oQSug?&ZI^2bVDs{D2$du|k~{v1Suwa{$Ad)v$7<9tEWXEZpUX~|XjmNA_>%$S z+AoqUZ%@JKF7JywrKw<2oI!X_`zba!Oevi#D$}XtQpCi)2Pd3y_H9&^tY{V_$#UI@X1;*)%#Q3m zZuKyCY>;I_{wpq5@4U793_H}Gievboz>JR>PwYw4y@(U*rcZ7!?SD+M4dmt1$h1mBDVb+gacNW>V zurl^AOk;+fKqdK~71uo}oZVd;VWyA>(?>qL``%PQ;?{cf0+|-OW6zf{*}RjXG2+Vi z@#4Yh_IrWOgkmVBZ8sS_t`2js_0@ez31=H$p@Z=Q=oh}XcrGUo%DSq#cyCW^dn`B8 z#Qr|4BD$X7Y30Oj$(>W(8I`zrB2nkf!T-O<}wo(qMto=h8f12_x#cC{Q*O~ zijE^H%-GeClkxu3Zs_EFp0v3q5*PY(9!yu$!$PHTY{6$eC=4sTXCR=7Bi@}`>0;GT z|3USE?F|ZUFeIGJini_gzW9wRo6r*8eCG{F3%DF<(v3oI9o7SZ{d!>GU7TZ0vP ztoAECQeM0S&1T-4A{(v*nvv9r_T&CA@aC%gNmW-MpMDZ5X7Y|etFqP-P$htqT#@tN zYn5QL?xa(LOdDp5aEDjbaR4Q}JiWD@0cSb0X_4H7pwylH-lfVECa0YO8wIplarzO^H0#aaUF`z$@BGDC*n{aRbKJp5Ri(K?6q69a8UR7 zz-Q}N_)ELN9IQ8wiwp|^IgjdKM#Se2Zwg?man~J#Ru33`w8)*1v5F*)3eD7&WLPq_ zDOa@jz$Mv>`DQz4ko3&Zfm_@Nhl0cXUdwgD?8-kS`QzC@Dohvrt=w(^K97~wW&@@PR1%gf4imd~olQ1!gLZpo^J z)dAt1_smBwd)4C;yQ6%G3aW5IL9V>zdB;8ln| zPsUCxm$`Ceeb+-Ik5}?9>wm-dw>C>MwtZkDIGiO|NDl}68?3!I<+0R(j^r@h1O%=Nxc`isPUQRbB!0yj}GTIdX~%V{PKvh>#rR2 zIaRs5p!8uUJ*Bg@X&5Q)rEWJW1fbH1=C+63I*u~WNqnxo3FH@C-+Uw()+@Uy}BzWVhA}@|)HoYGF zAOjs4%i07}KLXXWHnQ2Sr_lHrt5d+e#x6^b70LXN3=xOGEz+l@7t= zS!iq()~YUwM^e{8wzQ9tI8g9J-NIQJ=kEA)PuE1js_z;2Bj^aj5Eygr1}hH1Z~^@Z zeq4Cqd3tG67VCa;z5C%41C%Tx-}`rMFsJ>?eNpKq%>OcC@Zb}KzU1B40-0x^=PXyb z6^%cVzES;q^dbS46h8gOSo;Y_zq4@8yja7zV-tBD<~81yP|Qy0egNbx>kJK3A4+rnP+bSv_yGYU%WyO9R)9=cD)(H zTApgY8|AqWbKpZjn%Z@2(tdMero#amnVI*N317#t`J&Wwh8MxXPr;4#!4k|*$7`?1 z&B1uyewGH+Y|QYOxb&^%63!oy|4B~!h_#CGPZj^8hLvOefzfkEU`#UjMq1t`k~7)f z`6!p;{C)aQrKJuqhkH&R5jBD33-t++@(r-{Y*Fru_#W&#!dv@+_cV^Pjr_fyq)MQE zl#%WJ;To*@@(3$ex5C88Q_Y7zETLgbdn1|kIZ%w(RX^-Tx_W66J*S>1UA@)<+($Ak`55+t2m(w2XNVjBT48H=E3sMRj8NYE&GD>xTmJ^n~ zi=A?Q{AZgt$K(G0yuF30#V_akoFIwz``5LeEf`aHJbWsK8s{!uMVAug`m{TeC0h&?04MZP0TM6I(d`le+=p)RTgkWl56)TiYavWrs~LyR$#GIcR6?EFBqE7wbsx3flDH+ zlm9lkVdh!T=oflJoMzIV)_uf{OH954w)_RSx`K1o{_LheQ%TRaZvHI^?hiP#6o-L6D zV}$|iqqQ^GVoQ~`&YKFOQHe@|7q7wiE;Yi#XQ!Y(z%p@5SrNvx4dRFJBb4njVYB)o zjr}CMDUAyRBzO;G?tYn$OUd>MP%95hCe{hO*4?o6(=l_ad_Oc*c$Vz=T#BR|(pcz? zCK;+1dJnu)OK|$b={VoV3OHRVqP0O|h7_us9wukEb6Cne>S24n3{_PpljO(%%<-Rj zAKEX0oh6%tECMn(DcVYZwDW-sO+FVqOudiet#6m0$RFBP>p~JugfV`Q?rFa49M+Mn zoW~g6;*e&*s|a>$7;tHoHdA>Itu+G7-`-8*htX{}T%gqbaCBU5ITMdRg$}qte^W4JoAdcMy1PA!7YYBr_Q<<=zYh;_b){6QOXJji_~# z-y;euLdSbKdUIj!I&t~yIUkq};JQ{?!*V4V6d z;AH`u9!wwAW?2tl0pjc8tz@4K$TxZE@|=$wat_~F3$Ztb$sY-V`AZA9Vf|fY)8`Oj zM@)k`^_yuZ&bc(rQILl110O@O3LPOs(WvNApB}WR_x}=QbB6xcKV~+ponVk(JeX@# z2dbO2oZg=vflfWPH!h0Tak7kdXTx1}O!JwXRJqLw(^9`peHNQxNGj#pH~Jx5maoT) zN&2|>#Qf5xzYMlTzxXVra2tCV;;cSRO906$#a^}SFOZU~eGj&Y;Ktz9$TC-dXyt9- z{c|=AJ2x%&i7Ia5T9c`de|iwK6PhCa6LrB=_wh3_n(~;v*LPvq>FSMky8ANvi%=U^4o|S0E?%!zlz>Tzx#uf&;kaDusBL`UF^pyq z%FU=^pngL%6s>Qw(AdZ-Sne=<*(Ba+{414Y}NonJ5tmx z>R*5{S9;}83O|mxsCl~vtYaCR$jSVA4CgqfUB(Z6#iIGk@&_4-&?|dthD8yeiQD4l z!E?K?Nrx#uzC;Tr8EBQp%g$gVy?fNz!wfhx+K`ti+z7*-3$L%8s=)>m!B1Y67T7}h zxW&gc4C@WI6SA1=VNv9)uJAP^P!+j5-ePzSlgj(rzTB3@eytlG(#OSNYGvePNU|=* za*5o?Z>GhO8(aOB;_smMwZ@HJ!Y4=<(p6B}xr%*V9kE&yTF^OZP-;J%jU{0nW1Ks0 z;fNDw)X~@5T=2tvrQ>8TwjJg7TF(i^h$VN)oMkF3URSzwc;7>qSIH?DIPC!=-_nje z@0Euh13gY_`Lj6uGD68e^&HdMJ#z0XDuS8mr;v3=p6PN zeOL_H9D+rojnsQ5Hh@g$&s`q(4J%!la{v25gJUv9x|4HD*l|Tj)%u?Vgf9J>p$SsM zu~)qs;)Y!~FkIlaJCYZta_ks4Rdzt*^@8^C+kV)txst5wMTJQLF9T~P`H?v5;dm;r z8mFbZ9FJs6;<`qi>gReUXc$kVc^;et|N8lF+KFGrQEM6n*UcBWS)E#-m*pfwOB-}Y zmh&pkgvu&(aUO>@d!G-R7Ev&&*=QWePz9X}>FTiO8OB?X$a9}+1?O?MZTNr`42PR39lDfC^iD+LEXRH*JHM?r(zQ1nG< zI#{R-qWO3KeX#eTo+>`GKW6cNe{A0<$fg@bB8G$dbIaTu7 zo-4axAx&p>DBUeuv7N6?73&_BiXHviJCx%Mf^t$UTN z5cAPeEJ<<^1{k+iqu*HJ`cy|<=nV%TcVx74%L&3nk!*QGuq6(5-3tu4bPwC^-0_b1 zwFg^tjOafatz%QZVEbY7R;=*T8`+Yr!S)^9lRk^(Fgsdawo_>UM#m00YovuEIji7_ zQt4A5y~(%8SNe?o$89skR9Ub!Q&50ARs>2C^fYF}8ew&dlB>)&2ANw?|7>sE$HfbV z_y6j|L50>G57XnpINwhnPYLM7Zka=(t3sSG)2HdKke7#5WAM5;ArzCU-cC)VZ=WZQ zQG0@11Zyn!}2TQk^9@6fVkmsQ3$kCil2vyq*+x41bzzkl06{ zdvt^G5p6hR+K9Nf7tP?Hm398+E>~J{ii;{ zl1ac{hTibx?NI^^%dLBnGPj{gS#_s^xC{{A-2R@hM+!!*-zG8}&0-C0?cUK{$8oMD zUEzmW9Fk<&l#}m#g~Ern-Td6gfP7?e6F!u|+K4`!>Z)ljKee3)cnVHL)+tzbc=)1uoM;BtYL8k z`{{JKzG|Gtxkv7@KmE7&ao5r9av24tM{YN!Yu&>M8j;A)rByIBxRG$PxeOQh+SfC6 zxB2_-Gfgr@0sG>=Csf>9hjM(#_jFBfo4<-I!pBLt@KlN9aJmP#{`gTi_AS9OkFLT! zOKVK)2x*i(=?P11_t0b4C2TEb6&K=B!sXp};&;T1VvBH1j%~~u^tTtVo=u-b*)fA* zZFvS95=onuvs=Kr@0m&CLp{)x;&O3H&4@sq6;w5d;P=xlc4`23GwVpk91f;0KtfzWF(SY2tlhfNEo-zK_>8S!p=i0seZ z3j_lFKHaI8b3U-OMJp?>aua$@C-N>oD%~`r*#-R^ zEY|II&#?Y$*KRk-7@UmIdpQ!Ug~cp9bI-5pz>;>gg8%X<98lvtS}w$jbM3z4TCB4` z)ThuM501ylsJ?&uwmG10Kv&gX#2=Sj8^W}h*MJfgs(kn2V`wn7&=@&Vg{>>^^QVq~ z#|>8_v)362l&{?LO5>u~H!tHV4M6&fEqOPsMkSNS}Y2n+gr zsV`|y<0vH8Wh=dhd1L1fSrHFmy-Q#%Ls)&{mr8f;C8v|#TasiT6C{~$6}ZE$-Gu=k*R+Rr-=fcQ+^zmb;_TKt1m7isU~ zG_zJ?memKG`yObqq7({aJ(ssu^_Ov6)S|w~q5^URb1OxDe}jeNuVy9>dqdf6{b-lG zr%+zzYGO~=<}|^vDw~{07+2Rxf+KS<|Ak-_q<0>M6)Wi&HooBMrD40uQ&ro!O&|TI z{ILveiNcuz(*Z5WfLH~#aM-bZa<0g(!voyp?XF!SwL z^1+>+_>qlSJtOQeOy)<&o0c;|)wR9H!BZI<&HoEz46T8mUH#r#hT72g!sAdftvn2@ zTDP6ER>OXl>T)BlP5do&`K%qg7!+`sT;Lnm#lBPD_1!fXF{OBqxY_sn*q>t=QN%NW z8`5%Lqi4-=J;=jN(jyy3n>~Z=BpWfGdJk`}?q8UE9zMMw`589vwH{H3%7S!>u-wn#p)6;F-3}$$FTY=bw%4kG+EukcRIt_>@^;1PGp>?JJ)S`N7O`v< zgRsCU7d(5A4#Kd=cZeFon^aT{`3(ESdRoDrOtEK8EPqgFOHKpDjPC6X;-S(|v+#QBE3f|w){fdpT zQdb57Ut*>Q3$UxY;_L{rI;(y~(u}|Q$v^b4q4aS#p{<_FUme+f1ix^G|Oeya;w(#8VAlHbCl@A&MzQ6p>&M>-!JfkNdpe*Y$cmpFf-%7OFJMZ?Thsbkn(ydD|1m^K>4$ zYrMoo*I?PC$%|O%<-e59o&hAjHyuh!`(gg&uoIJEAX4DRlem?c?R^m>pJfJB-t%LNcp5SU?1$mYpPn3v zbHQnWh06qqU>xNX`E-miPHyK_&6ThphH^Bl3|t9eJXmRdWMTT68ICNv?^pdSM4(%@ zANYQe250XWsvPDp#IeV@`6e<-*r)xIHrYWwpr zI}oc>D$NC?c6q^(A!(Re-*1z6YY>LkJ8R5l&0%ixsjKhr!&nh0*8GU280vTZXuYiJ zhV#-F=BWdzaLj|(;(TBbzHwEX7&hjBFWMvZMj_|0Au4v`-U}rp&CFyq+}jVck=YB& zk2zuUgvU_Pq5|{_*F6n8`xAnw#IAHbdxUzzahoGjpK$HMW2P6<<`~!eSz_474^|or z*Om6UA~{_0;MPaK}Vn?p2N!PdKXUhdN2mZL6UoMsm)#Gb8; z#FGy%L3_u5wsG?V3{jeh&EF6~;;8?Lb(H|<%$;?5^!7N6wwwaW-buhOcq7 zK7m}NtOq2iq&|M83K()%D2|AafGJJW8N(Aoax{A5gzKM{pkMB~gN5jO*p#uVj*tEb z(WfZldyiS-tl~+_^o#9KRS+asLKg!yROvol!QGJkD0!`oTW6aerAC8_ zHze8z$UDSjVU{N<72nf8-? zEf?oG4}J6a@C-LzwMm~huYmre(T-&uPoQ~6+8ug|4KypTvdBg+!DO;skxNSfjvdR* zkE5Fhvi-8Mzichcj!-RM`^AX=1w7exvL+7(7lSIDgzrG7jCj$_hEuRObVR;mr49Qx z2d)20XoV&g#q#IhM3HijOBMe$B1vD`$Tr6hDa3tuo0HzaaEvdbR>ch*jeAgFA@mex z?`WzXa*)N9Q!B++`8J_xa%tt%-z@C^c1VM)ehy;q4}98GRL05sKxclTmO%aL+~S`dQ%E4w)aG9Y^HP5%P+4)L6%wC^I&)S+Tpq8juYP}>dcT7WvicG1JpOW4($ zdg8NMJPgV96+Mx!ftM$E6#snqfGuoxYpqoy(CD)#x!2hiXFuhD2O=Y|!wKLA$7mFcDxd4Dn+Uwnr2EdjyWW@YH!_~9cwJd2boSr?-c z0Y(qoc2`Yy;!h=l^)DtK?1MY?Z^Ibjs}&os1?vQim(O)DUfV#Tz$%^HZ6RDN%y?s} zd2!o|-!9m8gyZ0~hVUOeQ&r;6eaG0aV3OVs#h>CZk` zQB}W#qrDG0>mOYG`hg!8&VOG%{gDUD$PB03GKFA3-Ro41sv@TDiLKwytV*EOG_e(L z&B2LGLeS+vC0v?5#F0*sgE@)7OG8CsNF1!Y^o3pFdIc9dPApcBPr|CJ3b7P_t*O;`S?#b|t`D1<9T^d%b@2ml{^LuQco9)7J zl?x?=?dOo0S;egWyu&Ff`I<$iB3RPp;x(oU!^Tc=;w8g3Fe-O~HO-9)MuYm++mAlS zPTFySLo?T*Qlk2x73~`K`*)s*wGe=2Udk$y>kSz8*1xuz8-+73-%@d;iv!uLB=SJ{ zwr?;7Xc!o3V%?9oN7AjGu>G8>?zygDthBv<+x4w9be*uKF8ncpjr)JIHGPVOCTj^E zPLow6GMkrf&RiqVW+mnsb0iU{CAr$ysyBfoa`MczgVxX=TEu%Ua}|iLf$yd`m!Zmg z_9guXR#*&a`jm6?1+0tK(CsOG4EGA^=U>HNgf;p%m(O#s;bJhYBX2+tR1w(R9$xLl z)u!C^#8y9;57kIEl-~BVN91So4AwwMXt6bLT8DJE;ZlyNod(#cAuD}7E)XoY_B0k*u@Iu}{{6n?Mz zpJ6R@!mfkYMt3Tz!?4V0X`j(_td2DNVI6%91_KQ_8^@NQgL5k?>DDlIN;uIo4Hv`M zImuUD3@(r!sAkF}#t#G0$#r_aZE%Dv=zEND63V0X9QW!Z;aIy~kQBowq-6JZcOOqe-Shu40+|gQw>Nv*MD8_ zP=*pS9mey@k6^roO_~41IUIb~LE{|FPM|(;T}6B1G4wy#+9COk3sZuJ?g^`0MN-7A zSF-CZK>C@o^{llY^Cxs4Jt+GHW0LdT54`6wfUhd8e5W(av>7~j>e7#u!Yi|HwGP50 z#NBwDpbhg68?W3}d<0cvf3)mo$8h$z$n@P$Zm`99f@$e%7PkFY^@V%oDh!A`EQz_Q z4P#hVCjKWDS7&}4CkM{pzvd?YYZ3!6xMI0CEoA}8i7q!-ZSG>@GtUUq>pO8s`QatT zt`h7#uKrJiZ4i%(Ey^jGAe_fX&+_ifzw0WRO=lVjG+hsmeN zzV(+Hf*58(BY$3o;nTed%;siDbTFqgE>OdE=I1kg_i~_h@}17$Rv-QmpeO!3*NBTQ zQaSmQV4OOX>z^yM?Ym{Sh7IOUVQLdkKF8M^I4)f-!7{P!8#i4~RT<_&y_8@o|Dksn z@gQ(Gc4!c%4nDfbke~)FPbjf(+6Qns`gmQXS{-gq+W$6gR>FmMCiMiK85|<4T3r^& z$GYsP_}$w)RGlOBIXdDH&i|#%=q;*2L59wRsh0<|{*`^Dn#T+SZted_hg5NJEpgQO z$rU8MN%4M6$Bz|7|E#UO;*fae+Ohk06|k&>xMM$GAXKZjAfcZQhDGfkbj~;6)W_4M zMFlqrRBzR$f3n=cb>5V8gKj4n^zx<^fqIz#ew$giwF#!O*=4HZuHtNQ+=~njHTD29KNyWf`l%j#XyW1y^+>f5{UWXEwv3 zK1~4@Ga^jgTC(|b>=4$$u;I;BT5K)Tvm${JZtWpRH#aQcc&TkmqKP8*`#PJh8ZzR# z`ObCGn3piRuogU@W{jg^Vucx_4Y=T(?0^1lH>SQm{zTw~1%Wn?QDmi<9(uw_jfv`G z&>gT--<^gCJrg%-do*Nlbgrtk;93iI^Yg7-N(_SE{3625dJH&0e_t^$bRPO%xNH@h zT!2+e*S*sUY`A>szx?h;bhzH-!Dn}45$5?X^*_&JgW-LNjFYH}L}HXmrcf~U1nu_R ze?AD7hetMDt4grn+2FScp%jOiha{NOWU;@ssXf_01ttd%$E@b|659Y+}!SmAbVaBshkWuUS2!}BpT+%hn&pPGlZS2q<(bjo3vH#LHAVghD_ zJk_4JZ1dx|E~DAlU;MGzHKlmOQjY2dvz30e0ye1s?Vt2xfr)>9{{l|@gQi1NkNhkmpwpl;_y8px!Y*omWPK0jz5gW&z zl9J~zeq(=UOQ#sjiiy`%y2WGrfbOfKFTO**v9GYeBDyIqTwC-E;!@qN{EuVkF%vxwr_LDuz?cUT&GNN@|V?w+@%a8?&)E7uxG~3 zb3EA%`%+;28nKHgatXdUGG`Z_`iNUs*fjt9&k)DcEsXhHtYJ2Lc zt>5CLTSCubOFfX!H<(|TcnAG$#{9)@+(=|7lUB-;0ZQp5p%9)ufP0Pzs!OCNgQg=qgb(?&+tvlfpwg4 zwNxAbt_n?;9`qcha3Y~lq+V;{0FVfOH6|8kVgBFi0YxV}SiAM$+E?>&929bQowO*z zg>T1XPAtEJExTCOb5-gBM z;D@OxyRrB6<2cnHLL;bOi4}jwPu$DpgMgk7ukX3jKwI3%MFE}#sJF75r(+AlS?+E@ z$I=z3*3>fpmT(e=1(M$_+I7MB0tdC2@(%)4=H)vFe{A#Hy3x-$C&O)TP2Q8pVGfjY z>%oP;FJk|>ih@XeW0+0jd-IHv0AtI%(sEW(*uUR4eKzm~riO-VH$MLl)&$38J)WCm zN6tt*7Z~DzuUaVGR4O!m+$r+!i82uTjex2%T8&YjKDRg{iDzA2RiUS3Mkaw0YgL0PZ=J* z1>&k#q6ymsZjjvg|5K;ICgymSqy1V)c4g7hmiz>$E;&XU$nBbA zRP-ED2TGM)!WgR|P~=b7^33s*4q2ML!$%l8- za5nW0+dyv-&hHq_X}&&-?Zl})RF8|~=+_?Anc^an!)(t#z9$6B30Df`Smba-H;y!| z^8)5`Xy*opw$G7e`TJh73D(O9@;5mz!}OIq9yfRlfqeD9YwW6#Kpbr^KfFeRLrP%@ zX9E7f#D;TTRr@k{=sX+?FEfIC_A6~mi_X|ib&vDy`+qo6`Z!=0>v3!iH^{rCd<@64 zAFKai3c(f9?y2m|x7d^L@S^iMW?a=`J5qn#4D&iZWad82#W6KqcFNBCFfzb&J5M4T zW2lNgb?kM;wIO}}w@pWIr1!?fD=g(WqIjy;_KY=-&lZ!W%@J2MHm#_Ye!-@&JFUw5 z-_WPf&3=%X2UByxwx+Hfz>ch-Y0c6*1lonheI;J}_?LO2L_$woj`sV1^b|Kw_?L0w zS=AMNAo&ku328-Pp_b}H+p%JZu@*eBq@b{UPubW09M^|#i4*JBiq(PK9An2>UjwZ( zc_$l#W`J-v@RQ^lT_m$SeCk^2i&O3DIWdo8a55yhCEaO<99{4I7ljGT*rS3e*YA*V z{+qL?@yjh(Ofm`*K0FEY;T0tOISKW#@9HxJzCgn1jo4@s7dBozIsRN;52EA;9J%)I zLW)v|hR%oVec1{#-HW zCr)rKjuta=!ba6-ar&?kG$lyg9XxUY=0By2Yy3S8gZ&(HFCx=%h0Ty&Eb2DY4zqUm zj+^1g#hR{rhiG6;|EI-DE*hrbwPD|fQsoLiPb|Gz-A}!}H>18Om8!2U<7mvc z{o3ApkSL-^pR2$F<6QeUE?FAG%0BUh{@5~@dn3BPRzL%)Ui(rz4nKvll47-?vmHSC zre^bD0C4i?xi{rGwy@DnA*vX(K#iSd{X^|Om|JV{d+8*GX)`U?^7~3~yj|(fy>d64 zs5^AN)3h3UmUIr>@125W|L|&_s_p&Q?~}Bi{scSTgk~v!GspbP{JrH5^I=Z#h4{e| zGi=W1`0dJ50Zm3L(axgHuoULh+)a{#7Ii+g(_cq`@?zs3#dH#<9woe-j<$lC7!S^a zInvO7jJeIBR290!`W#bJd~oRQb*~??jxeMW(nhw~3B-#!QVdsn6$$6NT z{7)k)b-RbCd#7DCEue{2Rf#3H80W%kxQE|7!;(D_ERw}M(4r(nh*7?T6lao*Q~q-~ zDuctDWkb(#PWfJXx~&jQxDwyl#Jq>W-ucf$V$ra`-$&FJ=77b8otbM#R-vWRmpZHP z4tT7e*E=4t57#cPv-G@7f#RCJw`PefIJf8S9_i?E%*apTI3Pz2*|T8>tmE&)+~lW( zDuZ)C>|8SQuQI@83&N;=l@QFwdqjEkyCZoa+EVaG42-gNsx%$ng2F59ck2)I5Oy5y z5=z;b08<>6|CZXkVbVc~=jufr7$%$SnzEV2p)2aa!~ea-W^Y0r^mKsE^Skx|U=wjg7h5? zaf;KAif?)tCKyjV_#)8&9aC#NZnx%Q3@M@CX#EKG&sd{ab^{C)-+t`W84eR#68zsz zAKC7?H(Z}WE+EA$M>AIIEX?p`ltkCbZ0~c8mS@jfX!<2j@(c-rt{p4K3=2YGKJM$C zoy8-7A##q(wHL58&`?qIUy>5ap38B@>yzC%!qh#IDZcn3`(TFIV1fLMn`!s z#Iy&&zy2hmfcAsD2^h+Io@x4zEiLy z#Wdu$mOM;qYi2#ms(^W{RSE}lob3EL)OJ-5$;BotAL?_kLU}ayKUB3k_cjs zYs5L{C^0T-D)__desjy?gB%TSJW=z0436x-6{mb^9tf3nCS&~SI3D0y%(K%HSNdf| zi7(CZ)kejqf%Q#Tg**Cgho@lmZg_ z8WWqXe)JsYk9EcH?VN_j&a!Whqb|d&rLCp9eFe2DH+4+-u zGO$|ajCHz|5VU_T8EK!ZIfsYD6Z^vB_D%Un-3fF}o}reE#~+ zdjl32uBytBNlztEw+4B~-Lr!cyVrZ~|J1{L)|G)+-`%(&b6zEj`aM)#oQ*iMX8}uV z70vr^kWD@|B$GNy zZYN>}n{;i|hkR&)m;8Rp6S$=HC1l+`AD91#M(_L508ww;m-qE4Lw~~VVWo?QpwaX3 zh>q+_+!Xr#-88rs$UFzH$#8Svu!tDLVCXv_4=S>bUCYGo=P{Jf57jUq{oQX*q8-jK zwSG-j_khmT$b0{K2{@N|)-yG?2WM18o3bD724e38Uqc2_Y#$yU-DiCclP_Lx>y9}9 ztD{+_4)1JWb$@4e9$$tWb*Rd(C*1*1^HtwYry~+3xK~w#iQzaK_#Yv3|3g^Nli}CB zzZ;tfg2wc+JTSK)^?P0I9n76x(Wd`m1^uMiL7(hp*c{h8<;I?dlYChLH4Yo-?H<*X za##`8a$d$?%LE*mU*?%ki^j$LHXo(gr!Y(#(Vkxk|ak9 zF_qC#*U*MFtnrV>acuf(-*BB5V1mL~YT3*RLC(hwqS#AdX}8-0!7*thOVA#y-Kh;N z!)sHeqR9|nS;tWIaFIYAaaf-G;1f^;cGFd6P+gnRT3V`|;XGTM!l>+x8}Sgh5FueXa4=1)S84v$pp?f-PU(AEPC@LTj^* zPxtyaEDMo!R_O_XnK5^cRK){G{&ZEfw^j-UeyEpqOR~ez%+*AD1~<$RX=xfDzQrz@ zgImAD@}R?pYSjcx z#Sxk_Y%E~3FDFFNooPFt&R%ee*CNnf6fb*VGmga0s4`)-PN=G9$)&3*g1Oax-8PyU z>=p00wqWUob5DIm#a^#KRpDvA{%~&`Fg&8cC^mw_8JmYy?FI2Sm7T%z?+jRa0vr5~ zS8>=#x~N6%Bd+@AHzo8OK+25mbK-OmE_N!9J&e8q6j^uvF2xF%<6@nq15|p?vJ3Cjoo+@h?nW4#KV7?stsNhC{bjx`F4zA}9225LTDP)}gf!0GWvy%mpDv8qDrn?;D>_WM&*Hmnuo zc7#1N=nqlDW@BnK-(Pi@S0`xS+pJB>JCEdauxpZh(2N$jHR8Yw)J=L@O9QG<+Jh^8c zu|Aq&thVp~N51(8eECj-1-n*b>X_e1IY(vkO|1;e?DzsBA`CG2hWIDebFo;XGRqhd z^&JOtlmn%C*I|asKl#9pr?8T?kG@IM6G&nA9gIrqVZvC8-XMGlYd&{9?Qy*WEm@$t z&U=r*@H{{`e8mi~?E79qPAPPJ40m|tQiIE~96nc5Z$VeiiD%hbtUz)6d7AT}3l5%- zO8E1*6{n;`XVV|J!EC+5i9;dpd2#>)06#+iSrVh+xdPI(vX~Rlx-90xNm2qybMzz8( zd8kwneBF~04I5D=tyBA61IaGe<(}~%OuTwXTW-DGN7g5X)>qbXI_;p@7~?6ZQT{i( zU*ZESZdTCvL=E7;&u$Iv%5yMjUZ7xUa~Fw(s1Vhn!$7wB_=`>DCayTX8m$|Djz2a! zo%twa935I>%(dgd2C8oB*^}q7=!)tI1)TvHrHOD&;SYs`5;3yQK2+LAFzOX6NfHBPxu9RecqzrO>`<2lFO%5R+V(c#>fyqF(%H%$7 z=*{a%k6wTkA;tUc9RI<9%$8#3*-H3!_{r6v8~m6V@_Sm16bi#uyBCL+oM6~y{N5!B z5$Z-Vi)CpfVasgFxNr137TAl`8lF_Zg{Y;$@z*O}bWUGaRcV%%*QI)B2A=GS|iyKD6`DUTKwF9vmHAJf9An!s+p z>vwTp?&glKo@zi46;OHG)+9&I6o0N$o(ftv4efrlyoRba?(ne@Aqebzw$F^K5gPQ* zG`;3b#}Z3MH<2!XD84swHsSmp7p#T3_SSR1GIXTscl?Qhnjg)pe8Zr#k$h7?PS2-W3knAsubA%Dyh8)sGX zlkWdUvVQM?k;^2+@|mQWo%;kar}j@=esUX1jj!yZQ*VaJoF4lK*mRqV| z?j?lK^nD@RTsY`H zE1&};chN2x@fK*T=u25#w1w`ee>Mm58F1l+J5^iQacB#RT>Rol3-galQde((gU%?w z`|MAxvH#ZiNMvOVk}rR=D4Uam;Rf|Rd9`vl3Zu_iPW?n8n_5&UAkNEMeTmllDo2$Y z+Ba|Ok7Ey_1S0GI;ljrHKJy?c7!pZ5dP?geE>DF$%lXBKjeEh+%)B1S$D90Vztuy- z*v7dGQU-Q($FI1b(}I3la`2k5Ad(*B^l=K0;@bK0%|rRJ;Pw3&zvPQ7oTzd0Jy38R z+62b=)gSML#w&`$LSiD=(oykrK8Omc?;70rx%LYOW=@?pQ=S6iCt~qG<%a}n>Esll z=h3)y^{3bRkRDKCzrMMD@GJIy{}sCx>x)5yy}`07ve@S%Cv&S-7#h`2=<5}Q;WF*Q z09#Xt9M$J*4>_mTw(oEGQ5?!c<~8vKX^sV)8ySBm==vMe!^D-t5~Q)x+PKZ(U>A(; z4vGp93B*#-*@}ieo>&|+b~s?(6jq$OT2&jmVPr^<`ekeu}1cxM;UM0nELjU8M zKELiyNK)74Yg&8-W6kuOFP4k2&|KwD+;@4H&WxJ)E1rji{8KO9=kvhuqYcYzbnjr= z%_l5TuM`&oR>exhCUG?0_e$xcFixMD?YH@M9#%%B)(U=#W89f*PP%f(ae!d(m!0Jx zf$A)OU|-i`Bpy%LQ=uXU(PxqpvYamAKMAf%qc`F(a^#!9t$XY+?wfYR_ULy1u{B9w zZdt{~aoHh0vIZ^$x*ZX_KL<<6S3V|uc>+xVinIlZbuf2+^mOfWNgNtezI%PQEzGS% z7|^C#Vx=nU1hcUw3?6-Ov3%?Zj1n1=Go8>JZ^&w~vT!q9g4v=}QT09lq}=tJ@8YsxsF#16rUd>&=5J zZqhJ3qL5@_uY#*L&8)axtguI6?{D+A7HB=`Jvr&Qw%yNdydF~GIJ5Fv`>kFlkb6Fr zL>M2z;s)*v=7R6I<=VV+R>==r23J`9zH&ghYgB^k>LVm2Zw?+Cset|nu5WL*EO7FH zmi4pzI;8CUXF2ZcxZN9P)E5Y8ies7*^IxOpZXj$NeDms;ky&Z zcbwi%S~-}q%jDQy6$Ep4mMOcAGeO&amiH!a^`O3e<8()&bq*5`(#S;JYKQ*ZPwl%i`e5F5@=iUEEeu$EtWQ{Pz=|>})C#J`<(X97 zTH$Tqm-2`Tw03|+y3X$X4_R>SRD6o>@p)(q8I@&|Pr}MXk$Ki{N49hQ)%l*O93Z=& zao=jMgaYpzE0@pdu=wv{{h2d2A;r!^$68p4z;LNA-ps-brbkbI{NrqnW$T*l64R!* zbxPOELw`3cYG((gKHi?E9(Th1$JQ{LUsJBm;)!$1CF&P%--l9XDR<_h$*}f_c-Gh> z2nhzlek1oKVd||)w~=fQl4(bFwH>_*o#&ir6*;cMT#9w&al5O~*xH$E!K;dX_M|B; zO+_qgE>%Bq>HuT}vc9bO)`u&6s~4X*?jC_p6-$9HEt>#xYWWC%~^*euHCkCWsWerE_8r(Q~*ewEV_Pawy=D9 zpn{`o8GAfJ8a3E&<7zP{&HZrcbtJA6Huwe7J(xp-tW1^BVbf>VKAVIn_fr!JK#ar?w9E(acoboo&VXeOH)b!bfq)zw{DI>o!LSBt4sab_Xd6 zO`>6zX+X*O?R>{I)`3E_l>rRHW?36g1)^ZTMzu-7y% z_OH1<^asqJ`A=XN$?ThSg4d5?aYroSKxH@*KQMfvjbgxgm86@`6hmN=T0HSEg@9wi zTtDbjYp}*=u=l^qY7o*R8BR6y87tU+Sif7f!Y(CgS!*tRtf+p6WvQ}IB|a71St9_% z%GivaTi#f}Lv2sY*zP?(74i>iLF|nA;HOEGgZ*dvx<#?_Ul!!YK$$gy{K0H(hy-L3XyT8@^r&j0tl?fso4 z8Wj*fLgD%$w$~+JU_iqnK8U&lM@&0jL{y97k6@k8ZR?`gz_yh!kQj@_qN!?1|IA2%W4+POV8fax{J1IVo2Sq2sIj z)F*Ypyk&F6%8m)! z)haaxZOWnHQ`A!xSypV?G_0kl|AB#nWR7#ULa~48`tujO<3I^$I&H{D1af)jkA^NL zSoHjAb?^5C&S%Wi>Aqja_VXR8Pa@Z0Ip*Fm?s8frPp7n=lHTS)=GOKB6*XvnMKrID zw1f%nw*|*%PU7SX!Q)X8L0JDz+o(M!6h}9@*hbR&utp=RVBr2ssG1z@YG+T!PT^UJ z#0qg}_$+HET4E0*s)B`cADfWGY2Fdec^jrqtPz9Qf5GtTygZHRI26TEo6N?DK*=YK zt%EcNVNHn5Y>veiC_z&PI>k0%ymO6WTPBZRUXk~NB`_h$CHC*p$V*tIv5!aeLKbFa zJUVzjr3uNtgL+nik}$NnwN)T$gk++>n0Ju|5dAF6ta(;pG4h>nePk*A`F!koX-YdJ z&wtZ3tauBZvl5IU>D1W4Rc<>a`VtB*A2>$e;{xm2_XTPDUgOk0F@uM}2U55vYU@7=4z1fo#TzK$6y65a=oF#A>1v@hVi8|2iBBvWn-FwyO zFqew2&h8)zKX=5Y`xwvMUS=R5umgKMzGxOl9)-A4do@PjA>p{f@&0qsLr4 zuWhjDN+zi)RSM>P${Yy=v#`Q>Wq6pBV3mXi(19|7B=igTnFxxKM z(oa8)-S7EByL8{-y#JX$K5`zAV>rpZ7I;LCs_yTeK?84`&U)KCoNa*J3CkO=jhME5 zIy`~*eJZ3YEx&x0aT;2BBTM&GB;hJe=*?UEIkDH{MS{$03J&(Be^prS2jXE~7V+xC zxN4|!ztv6681AwE-@I!JVkFZ3Z@{*%BGPj zh6B1Y{~Uaz%LkLUY2Ip+`EZ3t{Iq#o7k1@JIrx?=;fJJDB^_hFZ4c=?ROXP3naTm5 zrO)1k{*dn?Pa>C~wBIXiijEp4obEAPQ!T_%#wXG{FS)}S9rdIAf>}uMkp1mywFX26 zZuUJ5*KmWXX#DK%XSihZq~27r4F{5`$C~V(BITDyf5G5BSms}RA(Fy@v-HTguc;Mh zg<2n499)GqwPP-`=dzW?IKW=liaNAAH#rW_kin7Yg`l3|9Lca0_UiAzO?_m z6NtesJ;9k*aapok=;)rK1iE8)8xK-WK>xjc>z(N$m=i|1^lMGME_?akM^r8psf=z`a!gV^rIIW+M!4oh!Dho)6@VaM+O zJOsJ#5@X21F!-@IIWcjtf`l0O;|o;Fm$ zuz}#=Oj&l=yrF7a_?8bEkG*3E?4H1S$Zxq$IR&eNj}I+wT)=_^$?mNO7YHdTlWtkBd)-2M&h80JYGTA4Q9>%8J^z=q+VVJcib81=)+c;KUt}$z2EQ>Ee zPGk*6qj#@8U0{So4k}h>rZ8BY=FK-(7{u;_)E@&V?;vPiFMNpaER1a^?c`kjjb-A} zp0PVG^>&u#2;}B`rkB-diojRJa@%TiZ~7Q{&!&bxmG@I zJP47>XCgt2>FiO7Vk0Q2b>!vFOoyK_;^dbtVE`skjsNx%=@tNQ8=!@840&I-hc!9b(6W-dtvR0bWc5A&52#t5sDy~*$;K-#{hi{Ibl%t`GIDee>AWX5! zKXJJ_4wW(C4YkpyafU>H4m(<*?17!GoX#|K?6$NT?C-{=Xor--+yyz>(|6Na`;~C$ zX4ma*(<&$lKA+F`>^Kf+i5}jWVugA9{1n>OQ7kIf=;PD~hfJk0>u!Q1lJcdmUwm;N zmil~){lkrLBy>uT;gi1!0OcFr?Wah4 zurcUcHV3^Q3~7t=J$j=A?nQqU?7I}8|39;dTZ_AZTrk&=X#5CA7Iu|BF1Y|^@BQ9~ zub#sCCGv-B#JAA0!nkl#aT&%rIbT1i*bPIk+`pXrH3bWwN-KsZ*m3m5J%t=~OIW$P zPi*&fD;#4zeqdnWEP>|EoTP9>2dp=%Cz=Dj`v;gyG=+Y=KF;6~+ zm1zeWEY81x=Cl#(s;FdG@cI$-a+<}zK3xgpmz6KwelZO7&mP4qwA8@V^}90s z?>_+L>#p7EN>`99B~^TV)C<>QSw{YDBnz_sKp9gP4flMyl;AJv=gGeI@yi2TRphutvgON0?GU9MxR5?cCU}Pej#o5My`kb zbPTH!F@_0+M$cVck!j7&v+i5id;6^dMQ8E~5CKelLAIcTt`jNkO%1j>Us zsy(3@ureQd=<11n7@}LP*srt(3r_4hT%mHR$f4Nlk*pxI^zgu0=q9 zA#Lc#$Yz{=5PAMp{VFbTPn=L~c!BM`*Cbq9uR+hp))+V&fg7x0C^9)SM zFw1%F{ye=8^gS%1ab=CeAsWATg;k|E^y||Nvl$H>y20d{aq|ZM2fiLkxzv0h*Uoc z+!k)a^i-v!%)ReG=4bQ>UgLsEStt5L0ZUwXerEpSOE&a+OMGOJ8wbNHlm^~lH=JLT z8{yaQ0a6}c?tk>sIP&{iAVJCuCPO|-T=Q@OVoKqezJCTd!+fW6EIJM;Nn2W7zE_~l zx?e7Ix)>?zAz2M!hPd3aS;F=s5m#NDOtJ&SaD}Dofh=zduE<^SRC{v`7867sysdM? z)X-t)Z_-{cpC8Fbc&`HMDze`;Jvfo1U0N90M25k^*^|!%ze5w9$>AFTk0F0e;%QDr z1@@@Cx~ge(2}^T2<~XgpHB}M!JY|tL?+VpMx-1dCZ`Lv|TAmO3g zF0oV7&@cVtnCFlW42)j!Ow0U6|e7;iAA@JbmXIt z0_h4>Ik&qDEF8?Sbj!1pqv|`5ou2g)NI|zn)_CXOw}k&Bk@+c%85=hiH2njTbe-Vu zn@LFYCmPeQiD32Z+&eBW+OW^zv1__(3{0JFpHclji?B>Nx)l|E2Z=xNZwXW$uldJ}^RXLqUN00=!&}!C)}P6Gu&^l=@1*qy2K`vn;sv*J zg!R?*bBBj0AakpGjky)OE?%P(U)%x9e@|DKJUs>@w>((XHF)G0z5eJ))$2mrfyXU1 z4h5L;WngEJavl_(zjKz;cO8Z%Gsw+_w_yE0dHuEI?LDVF`z!b<6o|j>K0C+!3`fJB znQI##z;@=4rviIwarBu=y1d;e%)X+EuUUCo& z;v7+RzgA#1^}pwTumy*{C_T`N+Xv*BrvV>CFJW!djW>rG`f-gj!1e$y0mj&5l;V{+ zuvcx+)kon5Ht0I*FYT_w>LuA?w#i6X2w9uGmc^aEl$dY^QC`NL~^HAqnMW=w&;7u|N8BWV=r>={hF-@3jJ1P zXlyzRx&I7aihqJhUEd%5eEk_mY5g|W%JyNQ-hA6#ZWB4Gl1RZ-kDE{=Z0u#Aa|1|) z#;VeHzG2;=U*^fmB&c6rHWcFuhBnImf>UPp*k-pRv00c2-S!NBo%ix#`US1njW35Ai^(R>DcSEAi@qe9hEx2;x=o70+IcR=0egA$U3s#MBssC!3 zf*O&NV~zSRV4?lPU`-Yg|Gd5A7+zL`BZ>vloZ<4gm2UgyP!}EcTSy&vPd6z?_0H>$ zHuHU4mJe_*7x;f@)9gK+U~NNYmF_FkJ9 zHCi38MiNKWP4Nqc(EBrIInXp7+Z{KLa*dpnqiXWt{rU7IF3r}BeD`{Y&Cj0d$9YS_ zYI*C;m9D4Q`e4!imgg-T6jywmpOb;}5^j|oCp2N~5b5~|sZTgW>1RqX1L7<|I_1iL&r!X;xZq3Ys`WdqSF?7P)x zg6vPB{`?l5<&PUcjGpE(dtZ%Z=FulvIlm(DOq2aj-MiSIY}ommbQIcq<0&SAvQYHb z_EyS(G}I^UGFw;Q_R`B(10;c)5@QuaH1a~jw;v!!Rp}uj$i5E} zJr*5Xt9Id%(7}VBIG@70_R@jm{84N!P&U&>z1 zN+3t2*zWzRiIp|QqBCxH@V^h12k)?Jz|;a$_t;Y@?0-UW)M=!`fomZnb28!(*K1fM zxyuYT$PwKs?vJo(soGFQcM!<(o*pA@bTFmC&lVVc88=^TW#`o?z~&$KC8KsuoFesU z(sT>sJXL9r9^A$>t6Sqg=2u|k*Vl{b5e?8a06;*$zuR11M!ODMBYN3iYsGNlf|G;J zco(#ZU0k@&>k3Q0veeeL+w*sqbWiWpDQN!BqAuL#0hUot(sS6A!bWXK>WbGK^sgUO z?P5IwSrNC|uP=yWugh^7}8wdacWscU9m_ZLy-JK{Jvkucs3&!*PIb zZtu|SO;}+N52Sg!8^`UuHk?(%akA^cnz6kyOfd5sH*&v+(LEct&wZpuVr`kP&hap8 z5j(MWD*HMN*L{Zd+)LP6zoWKXOBRZ&Y{G9E=|fX!%MQ^&s zR^H!>)BUVBQ(l$=>8hlfS%5JVoaXqFZCnnNyZ-fZ#WBzv-sAR_SrJQY&)s>lAc}1U z;_b>ehGG2oz3EcjDA<_x7XX8zH{Tvyz&*7SB8xHj|Rhr!__CxDNk_nW>#X< z(h->V-m_PK<{`T8x_sx|z zoXY#QJ()AtWyS%9<-))FJAQ-8MXv5EK@3oL_Nu`~N`jRKAmK7YwQxrt<`!$FZ8>7&(cI8gBI&6T)0Y&6zC|GC2#Hy4V9IOI`|`l4l~ zx3z$zDm0k^y>*y9@I&Qm^_10 zz7#hG(s`^sb>tVBI|vKe^~x9I?_>JUV@C47C6K6fo@PaZ4f>dIt@GqlZ2ZGAGgZB{ zeLnMEOBRx_yr=Wm#mHdnQrH2uVlU?F#SP5awD zoU?v)JXWV0SA`>mB!xag>p%Z%j1P){>`IqvpwWzjNgQMDT9%T-gl;j z*S0z6N~DRVITpV&Je*20#3B&`7fR9@ES7e#p1o=T(+OWKo4eSz{XlS(@|qDR;KHsC zj?ZAyi}z8qc?$G#UYJ^aU5(w5J5=As8^M^+N~VEwInJ*6J(_903KP$z*&J5$ku;S` zCsiDZ-8T<-i1E`R`NR%(4n86_l%6ruc+N+lVp->8DDA+pW51~~m%hW`)A~<}&y?{? zqwrQ)oi$DjiN}>LyFk|ot^I#1%b@cY-Q=2f3yd&^@uhh5$WhyQ_0vQb!}tTUM4>QS zm`|W#8@RY8N6T_9%w!`R@LE@!U3#%%BESa%V9><>yoIo>s#^t|i1qScH z$|Xpg@Y>kQdkU<*Ng?DfZuUYCp!S4zYV`T4_%u;yTyh#Vc1=V8FZe z<#U2CL|yuA~+;rz&`88i4_l70z3^9PFYo%UZ7k*&l&2(2`=ZmnG>8$OsJ0B^U zY1aA?CoxNz&w4HMApW6YIwQjT9opo1E7)3>q51}kHt@X*2>*M_1duHI~f ziMy3n)Y*Wf6F>7O*N#EYo^l1@&igpvSpJ~N@+dZusa>U;{$g{&i@Q1s>)24@QNi%1 z8X791b`W>6Ve{SdQJ3Y_aVt>Naf|;G5E>^w9^aD+17D-X#sqX=>Fwn4GBsfWl}t9e7GfXIvU2Na*Cb^-2p%K#)S3r{_6*E?!TU6`o)sa zuX%SUs%H=u;yKJtuT){A9j|ok@Lw3?-O(^7>xaw$s;vb-+Fs(AK4Pg3uF!BdIjiY53hVt`WzO&*!YgU z|A&M@s}>>qNSw}0GKr*A0dbaI^Jg{}wv?=%=j1z1psIPu`mQn(o9mu4Te?ibiU(at z;3Z!u6TUO`*0Kn_3d%XwZv=1qX@du!R|xi--nd&M{uJB7jWlwMRB(}s{gX_!8&n#* z3GAL7ge4wvI+3LipcGCoKizW#`{Tt$g`^l^-QDSmxpf1qH>WWD=su5xmZQzbgfwAF zv{&%7wi!-O@;zTNih%`3ZDMnYFHRp3NAAm$*c7ieX_&+gC?Mi#krIi;~zat)Sduf~?W$;B4K#=#Mt6)592q)uAz#75?_D@NO)X#@Zt;>Y^^vw3ZI41dyl^;{0zn6>z8ORtY$_6&Uzpr_9Er=ksdoSF^kK#sRomB9-{q*7 zXnmPpCt#z~=aO5@&d{>H>N@rIE-XqM_7aK=fSmZwx+#_aV3pb-;iJ|;OyRnCi~H$8 z0@cEih^v=#q1dFx;h1$8jvbg@Av_bngqIbw&n~~i#7x~w1Jk2WIO=biM@TO+LOp@Iu z%liQADjF9lJbRWv^W-H9J>M40Ys&XJUpj>g_1jZM}497^l7nJ5U?GgZUJl)Ql=`_?`at%Go4Gq*RuyF{hLP(M~12oQ@ef z+~$~CIap!*`-{y^`8;TP@%z44W+n{r^8QqL%7oKMvUYMVfZVyfQ_Nyo&^5{~@Wmkj zh6yK%N76Q6xKT_0V(bX^gtZa_22r>ULN|rUh#!p zHi7}+kf#ZL1R&q56J!_p0e$AjKEB{jAy9eODejK_2s7_8P0ycZfYkiF18P3SnCe)5 zv?t{|EI2fe^WO`H)|-uqy}J}(CMf!RmSQ@zF`v5@{N@QPC7eriS|3cW&xZaYz9UzOhcHz!UzJ2^7oFnfZ-%_g_#uCkln> zejz2qD67#(4a3TZzwaG80n1UhmS&eWq4h%d?MqG3IQsl)nuH`LEMDvhel1*${q!9R z`_Dbcafw9L2k`_T@r&6C7zaUz-awYXzy_}Lvn`RM^^n;2-?3K3Y8;Zf%*XbT7AoaP zjUt_XNOBCglb+rVxJ&KV{g@6IxE@;b`6e^;(=n|+q#Gd6?^slQ{@+8KlR9T28MhxP zlhag5lCwy0GWouGqXE~g%s8qG=O9i0lw$6 z^qRPMfvxM??t?hS(Wz3cyaDrjN~Di>h`}t^L6=+xb(qYVaxS*GgQYLL#|xg_$E68s zzQXa{(C__`_t;(^_!X0^D3`~KqutWXHdc3GBFya~5A)L)+hfzXUY8te0jva{pOSn#2A#qc2Uz#b5a?ov z)IW_5`*+=B);1Wmu1x>Tr-o&$cW;;!+ThBZ29JDDAvT5Qncb#ggYN$hr_9#h zhN=o91$w4fXc)CNe7NlyBg~J3-9op0ScLASuKi7{`fGmrMb&K>&+(kQ?V<*)|Itkv zjw5va&EecCu7S3D#XgmPLglCqGS>5*7{-;s#^T(#SGdXE&?Kd0i2a@8mAYT2u=mDy zHscX0Y~Jc|JtQK5DOZ(bqj-jK`D5sXp+l8WlohiXELh?ghB^DLZ^ z;q%gKCcz|i0&Cpd4@_1&HF`*MmmKw?{_RH6n_wRtFjaBZG zm+9eeiTkq1;6rHG^*1fA_c3-8!k>KH_NCI(VD?V97Ko=yZhsCx0;4lU;f^g$ux!}< zwdFG-bXBn}{rAxo`qIjLWaz!2r@}^-_DcbfdTS3IX5fJ_`FYE)#}43zgOSE5=aX2+ zRYFv|rwDN=J3me7+<}raE{Y0!d7$`P(A>SqBiPOQE{9%&8b}Yms}0mhK!rtgrhJD8 zMvxcb_@j1gS?B*YeozV8-ye7#)jbDOhu_7>4t)kv)=x!w*D&Z@8jN7!w#T*o7sa*R zj^pfk^T|^ze9)F`RYGH)3**(BvG&r!Fg?DN{N)qE%vGtZ8&Qv8X>X%U_V=?;TM}>5 z&07ZJg}43+oA3~5?>(6r=5c~Tn=@>`dsASEMTyR*H3Nz4wx*mZf3SYimnDj^1zJvR z9D8|c50GBOcD?d_3iT%Ma%yc(;~M>yr~ILdxM*|4KfL%HQ0|>EnNCrIwi|BA=C8Do zbg11eglQ9doxjs3Z^q)HtION4U%EK(+Lb-%Wjkamo5$L5$0H^1VrB#jJ9IzQ|74V} z29v6_PtX6i%{`gF`m~26foSf1xrmb$7s`03mlIqFG{%$k`z>~3|Lel*cei~vpCMju z{dz2c`bUMsuarh430{}0t#}Az4Yk@!+@d%a6L!`)Oan(mG}|lR9>J#mn<9ugw1qfySdPk*7-!RssoC2i1u%b$q{}^Pe#2 zxs|zK7yS-az4o>A8hyr!Qwyc19gC>vNt{!meiB+* z4K;tX@_6~FaCP%Q1MS6KxXPX!c~PrPjwbq<1KW%~%>4ShZ&{@nTWQKHOE<6Jn(nKg z59eaBb*N@O`}`J8Zum=zCVF8LF?G^&Zyhe3ll2~zPlC>4VUMnTXob1t!u^xfcDTSg zl+Y(e2FgF>E{kjLpxd18Y1?BJShA61e^YJ)V~OyQ>RBj|H+C9(%dcWt!}N`jU}hY# z{{3F}#aHx0P3<#~*cXnHFfnTiX#7EFCxk}x5y{!n7G38(xVo}DY$4NJx-`oW(I zzVO;O^IDDo>Hfd(Vx>=DSzKaoJ!1y^W`E>)Bi##!PWzp4q27T*PkFm(hd<)V-tJ+u z^FG)pUlgEt6xKEMYn7c- z#h!2lf{#%MlxeHSw7x6F<#?)$V3}56bvkyaZvQ;ihtSLQNMMc z`7dnnyQ+HcAHtzvdacx1E*LjH`t85k@3^5l_jOMuz{cDCK2+VMm^c5ygxc>tkj-hY z9|-(`U6;PTXYb>JQ9Bc_wJ`x8d(GcWg0_Ts=1 zRf#8m>tIZFWlU%Oj~vy>er?(pyf~HD>i9;wh(K%Q+<$+v3`SOm97li zm0?Y`N0>Th+57#yB#w!GJ7LKBT8=JH*}L(49}IckTYjWh22babOHIwFVIan#@YYvO zD3WdREnB?{U2Gr!?0XZ3iys(6BTBho@KXnm@72q&DQM5srtg7+wsYE(=4YUxa7Ua( zKq=H;y)3^6_@P8Ytw`qT1gvo1qY;#6l%tldbxV3W1r_WTS2h=)!SpxLBZBvHFfBNl zjjFO5n_X<9r7vi}yvb~m(e+9kiT$}~J+noiY70Hv9X$eb4TT440*hd3=aQ3#ZzVKu zFrVspo&>8;EAJ@2J^?d_a*ok*`C+iXr84yqejH<4(rS{)#_2VM_TZT5 zklOE9{W`LSE5TkS2cPM~IPaY``s?OElsGE2+H?lGxu{)s56i*q;_@s$@Ph1etEtAH zcYstX#J|su01d`OyFrCJayybE2fVwwkaFEV^r?~_ZmA7-W*sqs;VX{=pL^`bFE_gs z2N%?#aW~(-fAJ4tL`gk>=b#Z3pMj_U*x9yw-%HNV^)e39sw%9@gy8a^0OxVrU>v=5 zG|u}<5LABFZmram#?d*;-R_S~khq(w;g{SlXc+1~BUQzSgtfZ2^iF2J?y~Qhph^d){e7gFh=`2ug|w1pY`j5n)MIp zSf^6`cENyZ!k_X-}kRZ3T{t?65U?5!x6m5D^ z19ST_Js1y1BI)<_9)8`2F#p*-e@np_M@904?k8c|# z+Z6hQ+7(8t-Q}q2IIRY_WpPN0SRHx13rDE$#QUikV#j;VWjBsm?6o8)2PLvVQDOV# z1LF6w`B-mT%uFiG6y)((Oj$v?ndiZ8-(GCzp_<)LmI3t04qTA;P(>2MCC0<&6=3M# zLe*i{?Rkk=P_S6Lh^6e`XHEGiSh$t+Q{3k7-`DC;;l&M0?|ClzCLr(rKsyt-8-^R6U(n;7 zg&M=9X5E~t(DCLU3o)buDDy{)M?9&KWHQj>7{i23omWhL$W-(qdd16bTmDkHOsq$T|7@8ZH-6c$aOis1x9O}rwJ&j z{c;kB%f1sz99p=zwO>1F;sdsP{aIUH9f^a#SDdn^ldx0d%oDoC6EOK@vHFe195%j? zy2TbUhr>o%KMmI7a3wOH>8IodQeO1zuIyfg2BSk}e>KiSQ-{R(a>yGfP_53T8T7-< z$qdbDyI7dNF>|ZRc?{Pc%~yW1aKr8sYKv^U{os%AJmF?t#WM4k$4o2U!oOUd(m#$gFfCyD zroE1gL(_#%L|&}mm`XwS+r6|{9BS{WE*}W1G@chX4(!3`v_JfhcYT2wr*Q4-${%2s zYK9@m;V|}G-KXHo5Qs~|*3?BTv}h}|MSaJEggK@~aQ0w0ETs2mp7Fm43#1cg!d_)# z>*v0}o@_Na#*anh8aof9oL?RnmAnT_ml>ce*8*k&{RJqk(m>2Klr)@mhPeP!Uqxdn zDE4aACFfoOQq9UiRUTIuj87sOMcu}+_bR&1r{{1ag@3(gr3q)IF5JFC$bq$X))0-I zA=sixR?RnN!~tf8_N89f7Y+Fj;0@+{c)lP!PtpBF^D^kE$G)55{Zi>#hn`+;N- zIm_$u92dJXAL?sS0cnqEw!po;FstLHs8i}ppl+$guo`*lA$$ z+5^4a0e4`e>&LLb&1#^~X9^VmzJP`QEzUf=w+qW!6)5dry0By`$??ZrWH~Q{T z4OTX}3HmSl!&p7n6}>7aY!3(s-WZ|987hs0R~4N&uBP5(X->m8K z{I6aY(`fn={ubxMyqT$i_w!IJkVus6>7w5Dlb08-EBoO1AL;Nj)B0Hd+Uak?c{OZ& z7)PnfAwvW6lX%Ka8%X=8dv_x1CN2pJesW37gE@D~c4Y}I&n8Uy}DJPGb2fp()(VHhSNsHHRKHrd5-9E zAF#!RLsS{fL`iJ=m|gkGV;w{36;C~nj)VMHHawS;#BnZofcV$-y&RqH1C^k0xTObA#KbI=hVtGW@)3}u}IjRSRiPIALxaf6sMQ}+Qhx}PjlOBn{Lixg>=bI-Q@7oFNdZ%xrZ6JRm1fBB4W^nL7MSwbk+P-dC5+CPz9@CzP?Zo4 z+AxY{#_Gt?#yYZiU$&5=xhfp<;GYI=wy30C{v3fFw)Ykfl0~=gl`zb)<&3l6aB{HF z7^k&;@>*&q(M#p3R-T#?RL*>LwqlUQw~us}Z$F#@(lwv4vrq%eMomICueN<#Hq0yS zCL?zHlC_Rpe}(-uzgExO+~$<%Fe;M`Y9KRfD$wl-!Pd#e&@>w%zkh?U#N@a6=#Su3phkhhU9! zkSbX8FMQZK`iPgw8_Kw?gi1Z)V7PPCRKBJN^QA_2t45l`grmge^7*r{QkZWXlg|$I z2Daw(CpB?7MeH`)Y#VxCXta=EQN_5UseFkE{{bngRdXSHKNS4Py>QmxKj=_;*ml0; zI8Lv=jLurofkx>wzsvQ$Vhd+4?i(M+MdLJS8M6QaRq)2cD6V_Z?Ho=xp3M)9A?eI^ zbVqP3|2oxs$GYt~)6}khWeoGn2?xvrsIV*Tc5-R!I4m^I>8fncc{433Lh8N~f#$|~ z`cGY2XvnoQ-I{8~MF-83C;hg$g)m<9AX^1yhA&IGjod&|Pbu(}JYa(@bM1?#}T&V3mo1Sf2@q&>2%avRzO9mh7LzhLvSN9B(ZQ|vqC zw6a^{49@?)c=N;SQ!qVVcAL4S1^T#D(`cvvLE2aE^Wv+T&@Fq!sSof&YfG_IF%{g2)_+vHlL|KYiBK|4Rf8@7{2huUdpIQl5;B zAQOyU-I-)|+5(%~YOEYDK7_fuyz@7~3Wm&X8*24@gd$^4qFT}-^lzdwE+#-xna z{6!nEiue8fLsC~@^-IR`umJ_hjhwf_ABZEFtxSiCs|^Py9maWD>2UJp$b*`p$MBjp zZGyb>01RnVT0L6g#+4^~li!c9V*C6`oN2ZjHtJuW6{&lP#hUx<@>R~k&@~!=RuL;$ zMfvlt$NXV}SbgKunZwxC$Mwwk*ff@pn0bEg%)`OD+rAr(r?G2{-@&Yz8cM$1{3Yb0 z2}5UReg4i=;`}i4-|-(UFjvAg%Ml-p3)i?$cUwghXgj#s#krPYSXeywiSR>c(!HTb zYa$G!xaR|W*DlM^EdCm^*}H&5X}GgI{0k@*K31y=bFi@ym-RmH|KDqPr8OmNhQmVr zA!d&Pp!Lc54*foToZNLYw8?xwuJ|6PnYZbLRw?@%r%Ey~;qK8Nfl_Ul$aZncg(wMw zdc8H2(@D@#DdZuh%Y%&)!W-ZGMPc>gek{@3?tzCfWu(yE(4Lwl{%Za=t_FXXkfzwf z(C)2(6MCw!u+FovXK6%^W}TgXz-y?rYmD7-C=q5JJ$E7R z7lIkVJGTw5_hZ-8_1Q~;+R)#PZw{XQ|M$_uWE1XG;Mnuh`EO~a1nMl68pWlHIKs(# zN7sD~Cw%wGmAU!AN_*RVrBr?xi1CQKcF$Nz9Q(Y z^5hzoUXY^>e>pOGEDxvj?i|qz%fzNjRSUWvPT0{?C-X=28j{M^^J=KxAh|U}IO0k% z&M(}h9qGOWefEr<#4B|;zQcOby1xUfrWGfG%JvfI`FIHCeCILly}3ylLjuIFvFFo88w##@2&&fAgIW66lNtuT0Rc!PtMlId6aB!GW10d(;l&X*vI*`zvwN>bR147c2Io37des60TX+Yw?$e z!k|&S{t9~ok~JzTBbh%yQ(1)M$IeeMxAefaWy%CbAEj#!PLAT_blATE^DOLn&()l7 z$%f>nXYZul9SBrU6=n*Y^I`hX*Y>yTd^iyrW9SW;FijKDq3V_U|Nm=zk@{i>3mQA> z8unEqDcCSD;cqwA?QLA`{db1I=<_nvReK!fjHHKMLmh$K8<@;AmkHy!2cO+b{ff2s zok$0~RiH!fiuaS?D(KZb&_6B*=blY(T zpZ47=!&U_A^pmS!k^hqdg+K2DF1 zz`(`_b4leXoZytO?)d%~C*7x-J*H!Dw37U#u*?g3emGg%Y4qWu&#!2hbB2+O9TNGx zRWM%Wm-+MIcNop()7BX=hV~uYWLFg{T#g{ul_r0O8JB-qNj|Yaj%T>8QTGpe)no!9 z4+cO#rTTNg&;XLIt9j%u+<=Z9Zc3x|9es8un`ivAeOpGj-or>Ss9aO7YHj%)`y+lD9Ww@?pL5y<@=E zB=)JkNGUmxvE2uubDZ~8aMkyPq3yI9^e0`G_Dx@a=6~e`ru4lyBB3ob&+Ur;#!Sz9 zRs`c1-+8~S)cde5+8L+MX9Y9k3vGr4tw5xwO+G909~OE=4o1v);+S8keD2v2=wJNd zH{j}q^J=<29*g$SbUgEqDQmM3g$?`ky=VUtj1UG5;qB zg};JI^U`TPD=sMJb112H$%3gb2?w&qYhigNPd8{T49Szm_V1D(K;HUKCz8mj0T2p%Wj!jjH%-+Ny!B%A@g2C6Wey~>bPIC2-) z>H`k`eZftj<4bm0oj9`XXMeJ(D`xTEfqZ47a4K9Z6u+&0>^XFgtetz8LXV@8Em!z! zwqRO8$uM%^11wB`sbOJ%faJxa3(R^2xV1dvB&>Y^Nz#|!y{zkj8o|p(-7GUWRur+e zJ5z4ECw|2V|7F0*kwlN3B7!g|r7wK1^eDDm-^bZ?@)wM7ez)Z*^Tw|#zo@*j@8PYZ zb%s+yv`}*wA^o+vvGP|G?rB>jUE}6R(W@CG z2pSNm0$ulUGZA39_>^Kp%TXl7xnH0XH^b4xq>F=@96%Yisd_R*gKfvY@W1H4ffFtT zS*KL&u<7UFLFOnPY>Uii{VuQqOh3)<4{6Q>lP%_- zju>3rdAmJ8u@{M#dD1PG|H9DM_0zt?uW;(f{*%gYZxX20Z(el?s6kS%O04$DRV2Gg zcGR9-1=5Wt3kPqcz?A4p?Hidj%;%VmEWViljog(-A0N35Q_??dnUEdkuH+gijvj`s zmzsWu?3JKPY}4R_8$~K>;w-kuh zL-)7nM?;0FFgv<5(3#tbc{j_d$G#=vG%29@H?JX5==zu&5}lFaMg!h*2XI_O>(1s` zJDBZScCbuphyJ;;q?AKN(7*S5QwA*$bOtosHr?Pyiro>ZZ$mB6JdkJGnHB-5wYQmm z)*HcO`L+@+U4bRjM^;lF^YFWc&>haWf?YJX4}|xO;)+AWRbOTgtiG0VJ4uoS#^-*8 zf3CQM$)6AJdM`qP`M1}ruCoZh^pVNJt6vRaY32cWtza1mraxp4Z>Yoiy;sNNC&#cS z)rmkIWDCtr=6mvjcnEZV&KhU3Ph)rc3#TOkT38a$mr*QH$A*mo(ORG1(8_T-fg*kq z8XlNS9rcKTZsG71KjsXGe`#o`WP1(<2Ws8F$o|1GNU{12Ct=pG-Cz3lA`To?*9h-Y zfUY`u#sR07_?PB@U+j)4Aa%;eR}Hsf$ARi~CB@^gvG9RbX5Vw%q;`$4rs)X^M7n<)AT7X!7SIG8>HjD^v5EV|RKtDqU6@hb`Lxzr2^o@MQxrt-F{xwZ7 z{$cu${aY4n+4)=8wz5EuijI}UbHxr9He>%2-+K&-o)^g`a=iIEm@5QYH>c8B-?Z!FvU3b2=)?maE*T9E*Z&=hFDidDmgPh8^ z)c7YESQHjrGpo6ZjTI|(?Z;v(4;K zwVCGVyfOrRtesU3XEd;7#}{jL^=(dSSpcF`}Z1$qYvQ2AL~8j}J^ZQfU^g214HoPJ1hfxcf!UDh-=3`AP#~6- z;y$>|+Xm-fx1K1%ETQw1>qSh^qtsqmAbAkRIiDF^ak+%cpGB(t_btE>N1v-sb{_oe zE{HZ=UxLxh$CeCiyJ1fKPe7E8I822d@DwvzgAIm(%a?!Mg63`?DlQudY|;*Tc0t<& z){ZNw^`BnA#&-Sh0xrjqyz-8-+*}p1E3?-gE=OQi8~wR4H*H*ywYqXiy%xvU6>M&P z?!ieV=UsKckM&h5GPYdq(EnjyuHoH(I9_eSr(z(16i3F4IPcro;Jl}VBlR?9U6kG! zTO?zl<({X@MvOQS`03QOtuN4GW3Q*fNC1+$X!TnqNo*J;y|oaX#@U?tt-Be5kQSTp zLY_2^<0o3aQf}zrzc-_GH@q{D^iiAtxT^rP&c*-q8QkU$CxgBG)dZN8KE~;`-5(=Y z{ayri+Q5k4iP+-(88}8_2ri&Chq`ZBY7KD@fNVI#v8+>%rK7!%4$OoQH0!6Dr9s zw|%LtMO?`A8Rj*4P@h^RwjMggfiVk0569&+t0k34z4#dX$oqGHCK@Y@;oq{f$E?EahD zFaPx7jPy%cTi#@>-lpy6^Uw>rZ_d-HwJhV5ltNDF&lF7Q9}xHX&lj?0cy?KIyan=+ zR|DaU?J(!~Uli}BStxA&>cilz4TXvxhgu9y!&q|Zk=$G!7+1~8`)c_H=ZG)UzU_~} zq4P3B*T3Awamvc6SvD>p)weI7-uqpN=7V7OMTH(Enh<6AUwtQW^did@$3k|T9m<>@ zp%X=dVGyU~iXmXq)3n97(W# z&-7OSi9Lr-73qA&iF%vKq05n2CR$7QXBmbR>yE1xiFbe+t{j^_k^uew`xsuAP_YjJ zZ%y0xAW6yAg+F)`NzJeR7BfZQ-1`!_SgT9WK$%P{V*CvieSus$4_UGIYDv2G*4$@J zmu^3<9Dt>|{@>-#$piJEv;AP=I8+So`m@_$9LR!w=h{WL_Qp43+Y#y&>>oq(>OcEo z?I88WlM82&Vn}<3Y?z8oq+qqP>`X9s)NL>6_aF{Br^naup1vYV`U(m4krQsZH;y*sc8yOn-dwBQ|n>ZysqmjjdAjvin;;0I9<~D%E`&dhebe zskm?-X1&xTGK%kPae<+{*Wnf=nwmF}7gc4kE=KUZNbm~+EtSPP$)1Q`_zP05HR-^j zfBnZj&m*u+E_z8aAOfdO8g?n3A;I#sqtiNWY|v`xMZVe`fTJdd7_NU@g0V%xs%$4I z96GdklO=irmna80?h3f$$V;}o7u~^FQ=E9ut;*?(+aeb{2tb5#KUx0w(zCz&XBV|pmg#=7LpCcJ{jJdgQ9Q7 z4woeyU_6lJptjR5?01atP<>{G{S;B(KX%nP7ttxRJ3RqMOpXb$lpMuH%fUJCW8&CW zA7>Q!FB}TC=d{lq%K{wm)o(57#_Y%UVuKQ;mA3!Y4IlWt3=`pbSId4~hq)iOgA3{v zaE5Rw&dx(F7`;z-kb zCha95Y_9TW`fpPVlXwN*bTi2!HG}i_+4#RW`H5dKA=(l8&YGOzbXtYEHG@8tiBCZ8 zsebs$mm4@YrA(>qG{S&q&|)(tm44V}H9L^Ts3D1|B`=soecYq`wu%O#8$d z(GiI`_Y31rdE=t`_Y>V{a=->y7p!m@;a#Iw|`H>Q_bY z-u?UY|T>2Ur;>LTBjM-81gDRA>(=)piBC}f_yPVqtF`SSf;$4EGO@KKn{uK$0p zWBB^y+E*kJi3j<&=DB-Aj4SNkCz#xOOmb0Q0!R1mBz`MoCeYMgy}SEo^;Vxhl{$2k z6I)J(-A!R+!^OLNih4#@aU*!=Mx5I$lBzBCe)4z^Rl#Q};$j+b{;0kh-CbT7m-3hy zPGEus`JK15X%E3dr%JMmj}1ge*Vwr>zJM~v6z%xLSJ-qlOF4vEit`^{+}&w$6jv{J zp89*)5!*~f+`E;(!_=W-n;_w4>^LuD`Fx6Hiwn=Y+}3o#x!7V)&x7}Is9)dQ`|Lbc zHE!6?TDKr^?-}@JU;>2=Qg4D%)nQ@bWQD-}c4#it;NiY`3hJ+UY`<$+2%jGd{d&Vu zjzrJPybdD9K>l>U_1&*&To9KkYj#q=qMx-ZvRW2M2|mpnab?RVSyYAd?-@e5&PuE& zZ!Atfs}@M;D#uqP!+bPBe{kd?eaZQ-988J)Ppw>G83%kGT;y3h4ugN6=I@$#52FR# zf}Mxvu!s-mvql_oy5*dsYuiT{K0i^V~rO*j0R}ZIBZHn{kI#xpYX0B`IpX46*YWr&FtPx{d_^5t9*F$~#}$?s z8X%+H{#hMsKUAt*!DaSWxGq#X?9|2uW0zb6bh7EN-*TU-zbru6pR>6dt3HtWIF4Vn ztqf)cgq715m~rTn-Q%(aDy$q~tu6lbY>O9+YxXQVAgL&XqwDWiXgIiAkXmJgRqNl^ zkJr*c$J+(X+S6e$l6WZn#-9@SY9La-PuUg6-!X7<8dfRM{(7JMueb>cChcAX%eld1 z@8r3cv8uTCM(ukT`z$QZ-xX@gYTfFG(+v6!4%iuNSM_|qD6W%;X+(wB*k*W+-Ce>C zHnu-Bkp1@@`weeh>&?4~6OsY>Wd-+f7@2v8p2QJoOWGHiM1I1&f`VRaZXM9#)B zuY+ygkKHW>9YDMllE&kE5=sx6JTbP30)Fu_#0I{u_PmKkQ~2p*rrNsg%5 zr$Ilk{B`u>TLWXb{vw*@Oo0j%58spGpH9T0lY_Uoc1*#jBgaC17X|-zl+m#L_yl9$ z1S>xKk6pX*5_{wY0+`PCV~Js{+}%qRQ10Nybx5oP zJF3^!Ozw0*_fHy**Gzk0#ApA?e>;+p^6}k9G=o~JExHhtG5njou2eSVpN@in93O;Sb1C_ z&^R3bz!guArR33;9H&<>e*V|N+qFBOH%ml3(1QsnSM0X4tRBTVhQ)>3Rm;#@<*_>> zw-LkC*Ss@md0_Ukpu$x!#X0Y{Yb~h{p_yt(d%3#^TP`dwkK5?MLjMhe^SzgVZ0aHx z^t2O}7NXP}%bp|kT~lI#?;Oq>-8^<(Vi>7>540Xxy~B}?Sb2TRG?-L0^@6%{4ezf5SzT8y_3j){_AVF4A2xvQ60yO} zi<;PX;{L*+?f0;OHhNEz#4>?iVl+r{mLBJv|43g8X0tJ3D{KID67oRtv_NI@+n#x`n{v~oG{`4;#ljq2;{S-~0 zeGnoh7`cFyFA4R!w@<-*YVO<-Gk<72@>YWO2Neg;Cc0J4K7>(??#tJ`x8r2^OUb~P z^DwR#@wzax9n1gPS{}Q=jSFj1L7x?t%<g!d#{^6!O_n?Mh0k&j{408YD8*QT7k;oU+tm3wO18fr)Lsm zq4$NSX`zt{4j!7}F;m>i(WLgrgVQCj`ud2iPY?;KiNBM$?v+FP=a7|W+lH|#rQ6!< z0~d}9R164mt-x#m#U+Z(4~M*%s=kt5BKflB*Ix<`aWHh(T;%&?XgS&uRV7Mdyl24v>e{jc!QlI6R`Ww(ni&*jBA8hro*DDZk#*IIXx?Gh)FdjVmvL#^|Cc~~1 zSr^iAD&BeFN!Suhi}h8Kd0T);DUqC>`VFLMulwbH$}!~gzBeCf&0tP+8-T>Rhf=pZ@?ezZ>4kF-6oLH4iEoE# zjp8$LRwp{ck?}Q-4?GA-A&{^}^V^;B1s+^qZ&OsB@`m!gNsdm&?2uh@t4emK1CErn zABfbtjopW8T50aY5a{!z%zs*$BH8iL-oDtYO0Jj>ihk9(7M=8_lklUrd|*o6T)pq81|&RbzAZAR2`kx|i6(9G&>vM(T6+5yj`#Uro=Y+Sl6%!# zUfNt}FK_d+`fmyf)czRMUhM+X*_IQ0^b%N{r1HT*bs2`8POt}_FULHm2H~1MUl@|2 zeLDFx3PL%Gf{$z(VsG^WdDq%aqza)BE+2p{r=u^@T{Cb@=hg3pQ+Whh0hhdt)toK< zk;wMgGk}f9Zb?oVv*UQiUUs>e%P=ld7L%kG2F2=So}0Gj*l)M7uZLd}vq`Hnyf0tj zf=lx)4n;N0wL9MUwUZ7TjCgs3o^a!YaQc^UCo^o%lsRkuJr)`qRTJ*Th~vb?(c(uz z?m)`C|3D+p8j1N7t|_Gw82QJo6=6Jq3!|4kt!i3u&|mgi8m}sD_yw{>DapXttGr#x z+RoU?p+oRKuMF!k20xW;^j4Q)a#b#Pu0AKY6d?lefTyYom|PWUNOf0kr@+9*od+Jm(uIWK7bVt z{zv!!6N6zM%{^T*GpI1ZvU|ZO6g@9Z6gPmG6_lD&7y=w0R;-2{%tVs#$rTI z^*}1e_{Uw!Z=knjw-r@B8Qr?t_`5$NPTn>Y7*Y|#8C$;M22&!m9QovxbT1MK%)zho z&K?KS>7lR2ci-c%Z(%i|_9jq{-#*n6*NDWbhqU4+0+D!hr;2G$7gS&BF!Q2yRH8f5 z z7+XWDr~%XqvvR~)&){4ggD`J;AW~JdBUv;yuH_Ter5Au%3+8=Uzj&2 zC%=jf-|p0Ou(#lP|3yufDR1nTRhhAz*M|P_z0$kC3qY0an?F0Pb`$8xQcL_<$uQ~Y z#4I7q4g-oZH8amWU_8)$|IoD=9L`+lyW(~NI_|xcrDNEEi=mutN_t13@x_{#C}%y6 z{v)28T-*cYE|%%+N4T+RU+JpK#eVG8>{OJTY5-DQmNkR5BDDTH@zAYW7V1|&u)Pjy z!Wx$zH>sXptQCvC<>4g>WIc`-*DiSB!h0I9W^BV{x5xnIfoE7>wv#dcbtFt~-*Mc8 zlL?7Tr5uuOH86knrR&c8X>671t5j=Qf68fRPiv0G1v zKSMGS2cm!c`qL~8^^ep~xrUU@t0FsDbYeNJ{KQ>Gy~U2=e(5CgMb zUPrYVj^W}fIyNItE1dp#rLQ2j9Otc@fBea7#dTvX(FaY%K$f-HyGO`IiN--)b@eYd z{Q3AYbV0KdNlRWsx4{JZc8u0ON-{$#IAqvY>;MXXqShUs8lYChoU?5)ft77{a{{)1 z#HGAoSEFZ*SWema<*mIBmJ)SM*lQ|ae(2>e>+x>r+bJ_}@T5A7NdJAj*b$9WomDoy z3_3_UKH%}2xaHm5I=^afo(Jl=-v>ppL|Su$DLg`PZxD*y0#98Nj&K<=j^dSC_UUet^ldS+4pjeABJ^0*@|Bx zM%cwR&P<`diL=#(+Arl-pewqDht2;2MB7bvd`nt{bWTG{DPQYAVQK?Q^8qV=pbiFHg#gU`a z7HM+^1lo%->_q~>4T$$c!gW(da8y@#Y1u6o`Uki}kNxI^$){qKx%UoWgh3`Fa5WHU zT~CK}W!;6z+xPvC4SPZ4$N9ZNI~bvd=WtQx)ify0GopNcqyp^{gdh8ke?`iHA5sjj zPXN)<6n6@-!T^S!kTH*gm9;Cjo+q|AC;iJ{?Ccs0yWRJjeEJ?ny;co)@0|pahpO9w zHDe_2>@^hGe_o;7U)k5Y91Z<0}F-+R_hkOVy3A~-GAl&(D7R% z=TL(wq|ua;7ZO8ZS;yzuG>sJ0N^3~d%iM!`g#-CA>$hOTC@gQp_ym%w`_8>94u`S1 zr%o%A&N!<@iQ|3w4LamQd;&h)#+f@Ar}oe5L*wd?`@zp#ko>~eJAGJ?K({~O-8ZLx z97u7K?{TV!>4IE+Bo0BB#{2DK?+me1n!mNtW;b-}dJb<}evhR)3-+nln<~-YH)gP9 zEQgViw%KTXDEK9I%>>+4eC>k z@Yj+jfktg?D8hUh2zG{SHPSVNZNg7-RWpon*nMr!?T-ZJ z*_>}|7}lY5r@Z)oiv%F0XMNtgKM+=2l;$rSN`d}f`H2+YYgjPslos~l4t7=;7YYu1 z!e(WKm%|I&aA7vbdUyRVT>3ZL*mSxd|8@vneMve2GoQbmY56P)ou#yKW#R8}oW^3a z_|zEosokx5k?aTkq|VLrXBn}BLtAMzX$eM-cij`)tpW|dSXqt)y+E8%c8+(Jg*9=@ zU6q6PVOi!s_7`4;NIG&SY3HsA>*7Fkxmq|b{sG9pYp2Sk3V|Xo5>E_gg~_zy+h3m2!%zs>{(7?#Ot`Lu>{K_z zv4!hr%6=$e3~5pNRQwQZ_BZ6yjK%}m@o~qh?FSg)`(er;or7fl%BHwBW*Cp!=Xj-T z01m!d_K%;R#l+ih!*`PPVbN$gg`jf?7H_zp@;MU5V5cEw}gQToXGCk5E_%Knp(z%Cg4o@=Og!Y+;f3@4jS~n zB=i+J;5?1QgI8}na6b4K?>-_Y3_17eo_4x~Wjhl*>aW`o80eloVcY!>Q*83zJh}K4 zC#@VB*H%cl<}{NVFmnu7_MaRixnG5`+u16@74gt-S1Pl4SQF-I%0>Tp1ORzLSlHTL z2kW_K|5NXMfmJVR|H;nm!9hF6a_5`{SR4J*BLBJpyPlkiY!=PKLABKEwRCovjMk)+ z;uOV>%qy{uEB-J|esE*D`2vys*%xoN;23aWL9XECvdu^ z7N&S;_Xq!Vf;GLjYDQM?kZ31=@aO$boQ;2WLBjPpwloQSNOHLXJzS#w4IKGM3V2Y> zvGWfM(NDZE{NN3Z7tcEY?`v3Rb-WgzIt=!=wRM=DyWx+}l}KFPr|-BrjFnNs$syYU zu)a~|2-3q+|F*;eIuIKO&Q_d2&L zQt486?USa3n&Mh66X~sa@%(kcVaFu)9(_#Ta9I(jR84A~BHv=ueUoj#s0hWmN)kew z+mNW*zW-F?mXC^a&U5=G09hnTGRDLMl0W#p`nvoaH@}MyQcfDJWcgx zO0ppQJ$Ij0-T5=5jGf-?X}cGGKe{$B;;|1?Rec!_R{esyIli?Rw_aEAXw#ZjfhupXP&es3btphsHzVqnsA7a;m*bw%J zX{$fH+!L+0?|Oxl##~-jw^V4&9Pv7R&mWhUuT(EZ(<0UB^lau;e;juU4mf$C6dntF z|E(;!3yEEM6>k@5VL-C##e%gmj>wWc_PyQ&%9C?R>0eLdM9(ST!7rKEyYzWut(VH{Wx@uAK3NUU;+xdG@Kd&WS}4>aR1oq2S}S{5q}eN z6G<{Zw&$A+0rl;0a{lcKq!wI{I^Pc}yA9J^Ed24g|JNw-*Vif$Zf1Vd8iyEhI zw%8MBw?D2Cy?hJgqvb8Bm+3H6X6HG;mID<#Zdbcs)x_zw znooY*2XW)k(`V%C+pvSc9OHFp2P{-Fo=wj<2J>d05=vQUVOn!;`!k|D6gsa|XtJMz zm02QH=+`o~o>FfsTcL%n&0RvAmKzRc8;=^-2%*|Rn|xPmjxg~$HTvA_aTr5BX# z#D!ZB_H0iOj=q2W%&O6qKr=9PRd*K~O#XU!itWZ(7~JD-LHhe0dV-2WzYkBrh~b!& zjQ)P?sa%N`XRgMH%XV&t(T^b^y6Ce#+F;|J6rGn}$8qs)=h#jmRY(c0GY_@i%Bko8 z>8YS&K=HrYYgW1jG^KR^ z;Y2rqPW^RDz=LTe+B=QB(W^rQ2BQZL1n;;akzUs&naY3-e6o*0=@u@F=$ozXH~<0P zHP#m&mEs~>@?ZChSCPV8pXy}3iXm-UihpOVVOTH!Bad4lAW_uc}DH&?+;-rGsCAbTUO=vg0VMrlwx8eq4^@rUrcFwl>&*in(3vsWT3=BsZ$2 zKLg_Kh3NzNN1*n@^;1*jQP{b|b^EQ_V=$%mgQp`}8@g2Vg4F)AgO-d}pc&Aywen)vkB{V5ZiNR-rBlTb*s0 zw8S-`Y5SKdnm_6||LvSjPulPn&&pSahzUbUe5hsK3* zOiD^T#wc&={DN{XC(|IERQ>2IIS1ELD=miG%%SbvRHf}g9E{hRWPd0ugm(M;7A_S< zI4k$!PJ~JWHm?2M89aL!Gd0#v1xk8htm&)(={6e_fBE;s&3_2S0$n?;1g6){ z5x!mQQ1Oj_-&eZ=7-=4>as^LonJ`L^KuXLFP=&p;QED=ceZ!*9#(^H zo}SD{t#_dP;4Y)IzB-uWoEp6vaT8{~ziDKQGr*xwCAXhg1;7IPb~EL}6EGtCCQQm` z9?18j26JD@fm>bQi-uyrse{SZvlXn+CF5nmNjDATg*^3hYdP3_h4xF`TrO+`6n%KA z=miU&I}3~+IAV(^Z(LHKGEjD$p>2<8LSn2;w4QQ5_I}Su&k?w+c|oP?O> z@$-RztvCE0ORC_QSNOZlYmG3G#@VrSei}#Q;sn|rqyp)f@Wsc8T0l-Rtrm%M$FZ58 zinI&O7*jH&WgT=FP1mKWe{b^ys^x=d&-3d@?CDC%|3r&b*^$`WxgAN7opIye=b)_R zJuNYA*VZ|o8?o{K26DeZz*_=8^ln7)W^XQIy9)o`RTf7eyi@$>619$V!`~df25rrc z%nxm$NIqCtVR%FKX7MP%X$w(Bbh(qng~dI&s7oZLc;Po&75PIR!A;mR>@Q|t?>+7&g8jY z{A7a59_7lZrpIyQS)o>YMlXhPy5969vjX{Y$`R%>3OMFWjCPyg#*|_cU3G<0q|!bF zjwekx@Mh9^$Mh3Op}Z@5mb(j64sX}kwQmLcIu%aIV>2{g|DASHl#0t!sRPfY=3zrj zO-g_93|a;RH$C4Lg(NN4SN1dafzs!2<58A2Zlp`UIL`DC=6m?lkGV@>dPHF3(yuLE zDjRPt`$>TkM~6d^kL8tU?VEO*{WgU9z!FOjUrC&C=UO1Y5QoMn(&>V4C|-AF^spz>j_!EnO)Sk2 zW%@nD1B=C6Tt8REaoFV;+_s}I$Wst(`FR+7 zva^5v3-m*3?n<-+b3C@S^DCayV8luFYaCI6y)f$&;$3ng9mnYp#l7C~0w#Sks{RPh z;qbaetU$m|r1V{&r z)lhhawbUb`8{3NXY>VP_VN5e^<{U>qG`?=KlkVk)YU!1@G54X%Yd1)KP0oT5-DshFrwQox z|MLBUARly*BIlKvt6(bh9ZU8!J5>I@A9aa`tVBmkUpZD0h52I<-Y&Z=k#bRaN1fwC zsEpobh2N^7irFJd%CQWGhO$hx=m)X%@PzP77vKHJ z-;Cb|pE5#UA&y41FI@c+immClZ`MU2PXFiskk)lOQjSL&@XO{R^_8T>y{l2!F!Jl4 zg_D93eGxLY$W`Dnlgm+yietF^FL2&g^e0lca~)2VnpL84kaQHIR|Cpn?e>v<**L{} zCr0vi5RmwI6xj)8SZ?;{QxwZBEH%tI7=2I%$#ZclY}B7vRBH9rKxG|L^aWLpC_4f< z`DCB+m#sc{_$c!9cWaCck2t<^oepb8jmPfAW<&Q_W|x6_CbZIN4C@mJICi|H-Fs9J zMyq+tB%h4I=tF`0;UohjXb%T}`xXi7ma&p|s5TgMqv>+7njns@400*F+W{$O8e?t+ z7(%yJ7XQ~6cU-1t+#k~P4O_qapH=hrgeJqEN+yXe&>ZfsaqQ<;=+z(KB89(%vS&Z2 zwe-WdY`=3{c>Xw$dsrTp{kV&(l_$O?vF=0y;YG`HCM_U-Xnb0t9gH~#o{l@;G=NT5 zdZEinpKvg|h~;P87|#CT6Wqn41&dpp5V$J=DL>YAbk@(oq{Jw*=lu^bbSs!}Rn-gn zV}ATFDP@3>&&%oL^DJ;BTu)C678yC-#Vnpb716kqI2_2y;xcouT zk@dzWSe@Xml%f@drNRA=U5Ct|_W{4>&6Q4^-8YqBAX z95T^b9zP2y5*!6h%27DL?cL|!d;oKclHs|C2rgAH%dg7M8^ed4D0ha;%|%BIGa zzdL@HV|@oPwq!v*P7`P><5Uw^Qbhkm*DU_lQe2%Xr=7p|5kh~+f~30fmVfm>s*ou` zf)rP(kbET!`Ij5D6%wz1czApC z47PsDKE~!}gGElS)5SjS!wQ}lQ`1M~KnfJt-+RFr2IL;HJq&fgDd`3CCz_*3NgQz) zYk!Uq-MI|J~!k&BTK9K^l*4tSG=3 zLuSz8DLxp=_;4tOUJ*Xue56&K6$AN2M_vOC*A<$>g4Xwys zhmPcSDM#mMs2XG85IVbx{YR(1-F_YFkaOoS67qb~&vIcCOB&{p-~=poWm< zraTv6e!}ZV%@hHr)?f7Un}35*?)XAmi?^83aNgugXA87{l|J|JBoi)}giLkr0BCfz1jB3Av~dJOXuHWsVE)C112t@CA2?>fFaffc#8ff;=28{2d=f6Q?k>NSk&c7* z4B2z}BjBFjHX_pT8hXuLB1!Qi?ATZHM}40JY;-*i9u1hs#a{(x18f>F{;nNE#A30- zD!wDZz73YHZRTDwd9OtC)!wV|!Z6OI-)~{l_X3Lk#S5k)G&p>D;JTQIIOM9ACVtr; zh(xMq-OIo@s3497U)d&v+2P$8$GIh7luzvITZJL)vAFE`@I5zH{C(43IlTiWdq{`9 zC46D-Md`O?PixGPil*~?^bv;NE{he zIb=@YI|xOQGASQ-S!4a=9donK%}6>fJ9EQ+tLH_ORlZ-P$K368Z5|gGaqOc4k3w%e zEHg99(9dV#jA{q7SR@O~-EYxWX?KSCH~n&Dw-up0>J))TL=+2%eSa$MoQA^opq~B5 zieP>^B8Oj?4-zlZh$p-i1FCzy{SCj5ILc9Ha(_l0h6ZoOaMBN9h`vU*|ML^r*P-Or zD=-Z+Pq_Vzizc9?UbJ`o&ls+zd@1jj_=rm%cIC=_wuhmkSJ#&$#$hWRl@s6eLZzMh zE0KwLoUk+;3Kj~&$u@=3fhWJAq3~#+)%#a4`1o(rc70c9^cIm};(h~@{k`&j7wU0< zyWsTN*{IktEHD!(#DFBTa+{_VIi#*L<$a0T2V*s(M)@hW zNU{C8`!~50CQ9!K-EDpepLU!-E~PDvL-9|7!uI`ws`kRjli`=JmMd6{-E%j#2TU=f zc{5|DzO*NGzYcUZJKK-G>Bh072a@xW=U}@ zTLGCQEXcA=n6^}bIZ0h9eL;2t-B`!+4!U%#TRIsbuA~7&=kLkwxTgmF*(yR=+^;Z4 zoxF=Ha2qTiPKjO7k%#fu-+kW~`{LWWN`4uRaBLB8NRN5P1q(((ETu9g*lckm`-kU8 ztTX*P;ar%DBv$Dv)8pyrz<&Vi_wx*Mv*ZAgzF2G89ZGH zbSKcvo#)D)8HJG-wxM~2yf{rhy`y!v1eQFlOLo8e2j~86*f!DrfT#iUwXjtUAZA9j zO(Z2lQ;o!YzYz?=mrl)^h z8fLhQPW0`shsBQ{AIb?Y<5=J}W}83Pa6yLs`mnSYtnQGPc=6i_XLE`zp8dUm`F#@q zxg^x#6hpAW3f-1}8+uH3TbjXSI_1f|l*^bCFd_CZG8Y@7tT65KHY6lasSSyODc>MqW zV_q14W3U!F6zgs-D97V`Znb~Ay(W?#OgeaPtU^~5OVyRf3eey8#r);3mq4=UR-Nh8 zCNMmsu@rfs2VIQM{|VQ+0(t1VdXB{sOzhvw`?Mnm=5pNbM;zVq1aO*g8XE)R%79E@ z3;^-+-Rjgld1%&rUG;#E9($-alqf}X1X{Lpe9z9dK=ntq)Y>&&!ZuH1e)?G(Nb{qT z@}+rU{6gnbXF?Y={8)J??ehVrkF{h8zjH?4S<|C++j6kqE&ck=)^AWWxxB`j#Rn6L z)KRs9XE<;?T~rs+>84pglE!h%?2BDE>`-`6;u|N{R|l%* z-_C|XB^quvb5U3=^lHuY)rFSM{1z@$gY0XDV|%agV@i?Ou3*g=7}_+cwXjabhM%`O z*h?Sx10yWW3CcWZCmXOv=!&~>ygwAKw6&O%q4 z^W6J^{%UZbxXkd|Uldh$K?q@zPH1vBu>?23%$_e{d@QMYlkJAg12`*O7UA zWGf$M&%c>9gvCHjzeg7N(21W*ZYecG%ubp;wp;f`5;|lm&w2=JH^$_YyJv9C*s-v8 zF$F`*-7zyv9j5QCr0eD86Ikf3mpJl#>uJ;@OqGuS5Nr0qPyg|*pi;prFaF_FHZ zDo=443oAVhrDum=I<;`4T9Y4|#Nwn5dU_+p@k8t7`VLr@2-Y5Bmxpqu0`^ZX#X#A9 za{i*m6c)XH@X>e&FRlkuE_;0y$EkfS$yPN7fhtX6m)c#7Eu!<<2CO{LbXCXcgjF~6 z(N%^0RcyqWw|cGnH-Ex(Na(=9w*xS^!(djh@;x@SGpxK!%z@>zw$VW+!(rA_Il#hw z2pguS{1uK@!LpC4@Wef4SfMY{WE|7Q&r|VJ%iFYZ{D@U_qWpUtu9Jy9_VOK$*E-%} zph)7J)Q+H`*8gz!x=Ex7Q~uW8t0laDb{d<>fBR3o8-+dF_C#sUy=lPap6?H<<$Qs7 zdtZfThca%C3+yR7=a1x$z0?FjX~-A!m}XPAgN<{VF$Qy+(Er>bYDTXL=Rd@&H6Cw( z5ot~&*O?O-_SI`9u$W+n=fMNCCv;%Q;G9gCnInu2KWS@fUxVe7?d?HvdRR6cV&FO4 zibb6J48;y0&b8Pyg&NxBh$KoQO0wynM4GM!FYQ7p@=dGK|8eZNw*MYYK4T z^f9L&JN|BQ;^mU)Jyf`^ofWhUT{yShq}=m64*< zT;ON&8=B7iU_FzujHy(CQN>IF=;us%shng8gNH8*MjI>O#INRVMW4Mml1ROJ|L!!P zac$GZXF6Es-+P!nrN-9-X@Fu$YeN%6eceb*M=m_D{bW#e2|IZZnhx`pU&ZmdqPRK_#h6XZDTd6 z%*EM%tl?I1TXXbArq#9H0*9X+tWTmcKmnC)V_*6ltXhmvLMGy%s=lQ@&cYH%;u91a zrWIUvJVn%E`v`@V(QDq%TCn;0wWzR5k0Fz)dMwVa1DEG@MXp!>#g;dhO+@LIAzeE3VKtLXjA#dJn5&w?>sm zB{=}fH>xjRBb7kO-1P9-OOsH3WM}zrBOM%7v>Kgfh=$cE(HZlC4Op)ly~vgH0Xo!@ z*6$!M43=)V#J|XfREA|2PhAiACH=9hU^_F$MTj=~SWCj>#!+`q;S?+ibnzHztH1{5 zovw_zHc0tz^3_uG5R$Z`S?{k+V{`tLpoSMcP^2f%H0X9f1BF;5JNN+SgAJ`}b1Y#n zMtw-I*$Q=6iGqmg8V5xhSij>~3d^$DakjC`3HO^53^1m?z z6HM>ILcnKxo-aK3OQNXq28}09iNqL(wnbwCSZ31+G{P#&fk%I8m|%2NW&O%Feuw5NALi(F;1Y(^-i=p;G!OaSy= zxD+7uUkQxJyWA7K5CH?WG81(Eo6s0^)*-W*8ULN~tWnf>3ynPe4@EZpVcuW#*=ysI zkRzIV^3}6Ss1ad1q(ZyZpOIg9WXs6dZyDWcQuYuQ#Pf@|veRMYrk{+}D^VOA|2Qr^HMa~v{`J{mQf0|RH7{>ka^Vbjb` zP1lb#IIJtS;}hQ~4*Jx)P8_^~?T7poq>&e!er|70|L_GXehs&s6jg?vYx>H|yLRIe zPg$jBL=?0q)Y%xy{s-%BHw+GoyujX-rq+cRQ|NE(NPDVZf|=SfGM_%RVM&MXi5<0~ zxaQiJBKN!+hQ3PEZIiLY`IEyhQ%>b#^>uwQ=^hs>d}lgFLBy5nB|C``2An-ym08R{ zk4yY7o{usg01B5;SgWlvmTQf39=0Vzp5zX}9rX@4Dck7E=DQsWqGUHhUm0MjY_Go7 z%@AzyE-B$0>Bfm$Ui5zy`mo{78SXO#9b6VqecGQU11klb+qq1{vDitPIcL}vqb)|8 z_qqlGaYET)hQJS-3_G|^1f^p8(yu2frbXDso|mV ze#GcjbbwdMnShYN861{sn!Eax1xPoJHJW53;DSqX@{Rsl=)CPScucMxmzQoR2Lxy0 z$oq(2f&&FeCg=q!KaYXscJ?2=ulK;vZ@1TJoCXA%A`7~e5g7uV@VV%voLR`OFsjb9 zvc#DwgERNOWy9oC-K0`QGpOT}d?H#Hg#8TOqoOoguxVnuCZjQlUrzH>sa#fvg}N4l zzU&H^XklcFwNAjSBUKvC!nP2vW67DW;tnm$BhC8y5=b^vCN;-}L2`WRw>d2>oQl2P z_(XUfe_l9jiig}_bR(@=yjTxO4}&}_ZC7Ea+(7?g5+h_!B+Ese5yOIa+JwNH?m#T} zx8FSY6aSq^Tk?m_WWnLH^h*nzE;>wsD_O%-xBh9R-wc9=Alf!r?^n|V_aY9 zD2_fnm?C~55>~wpyLLVtf$^t@B1cUxV#U2{mYq$nVC07@@Ar~bpkkwk@Vqwm2c2hB z4?cL7($ny!izem>nFo9W4WB;5hVMtyTeM z5{}#JZEFC^Vop(#)dwI~*f5oqIAgPSe@h`xGz`#gbIGJ^2jU`wl=-$YTx73KnOh`c zma05B0-P$hR{*mG{AB--$-X{oK&NA8NptXASdQm!n!c zM6m)rrEfB>V~?xVx!NW(Xj;~D3{VU~@`!AX@!2yt%k+pV_J6G! zc2e{pFkA^a`M81unsnD4y1ozK;L>icAmNKJ`@~s#MWztiYwAp!GzGBp;-gy-(~V(S zgvG?fhY%IQcWI$Y6^5tdR^CKKBV}dogS^Twm=+uIwYKBMxZ@Y)>GevmaV{Xb;PyI{ z4Ck9qpVq)A=~I8yw|JyOn)Uhp+yB9mv+Y?)yL-_0WnbQECLb=U_|Y>wJqxo3Hj3}c zJ-|jLL1q}<4%s_fKl1BYBjwWGCjSIJXz?}w@%h^(gu0H?7$sN0NVq$rc=2h-Uif|X zqo)oQK2OqTB3D9NUrNB2-Wsf!tLD6x$Fk)SeC^^9UH^Z+zKuMu-WCsDwq>Zkiw*oM zrG>=}Q15b{{HJXnESG%cd`l|^RljFnh3gc;?4R~$b318q{qvIC>aqb+&n)u^Cq0Ln zN#>xF{+EEn5Faw$_!OtyZR9QtmlA09o9y>~cpau|IJ_-eDX_S9pFYa;D9&A*zTYt; z0u!Wner0-Yu)@y0=0U5Cort8e^L_PYB?jZ_ql4J zdJpuQXp7oCya)As2YlpA-(geoQb|+hE~JhhUARko09Jq6gjP2(Mp*nIri5;(xi&W>Y39@MsbG{VN*{_lUy0DYyL-)lQi9vcDcD90%>& z?bxsVSA=Oa^0j^0T{y#*xKCT;KFV zXBXnivtTxuNL`fk%2b7kN?C8uG%D0;|68a@%Y`8uPJTDz4(NB`c;Mk)3X7~?m4CV) zSE3zwdG&CO5N;Mr^_@*S0pq9EOaAz*bMi~B}#u&@}9vTvl z|E>G=4O^ljVx-qyv1pSuwd34xY!DTxi;nGqF*EjQfa45zN2a6;-+1iKN+C z|BoUOxa7v_;~Z;;OE+EY8?WuaX3tZ*%k=#5?-JLcTc5h1@6A=?0NYQv?sDJmZP^d3 zeHg+_sjEVt7dN)gH76h%Pv=`HHDRGfwV1~jJ0yS5mQWa?gGr_$zcZGWIDF5Zc<$6q zpuB#+Ze8jOBfn#THSP$`6rG`d3J`%3Yx!1IyI5ENML@d0{SLz>E#}zOeCVFk{5Uig zrHW8B^@03H_XmcvK=mi@ihqS+Skhb2d&=ktwrm<^JnG(!mAV%e_LM!w0-4$`g861R zA>2B+F(inK`j>2&r(a;M-%# zbHEX|xXG@k(kD^~`m^t7t^W##F7d|0oeF6<|6a^dmn{^#hF2QwCnhlW+YiylM`f}7 z)~Zd7)jE!JSJa@XUb|b=YYLh~ytKpl z??GL5r_WJQ10-EG`^(B)1J!B!*#5RjLe#Yjop(+RK|SZm9q|>_TkrGQex!N;CpzQD z9rYCMXG%15$&ey%OIl!9H`g6Hev3CoykR zfzfo6VdvxTfy{42IP-Ehw)%e*wq**&@@I1AzlZKoqHnD~diBICw(p{=wk~bJJo>T@ zdx>=wm8j^pSSi8F4;B4kZVrh2F>jcx(4JSLLjzt{-@&i7q)AZK;hjc8- zYG2vPi3^Wqh4yM?|r|affNrRle3afVA7x=`L>)UEMIXws*}|P02#|5@uzHfLN7A%yy zg1PmS=(?6XK6d9q#;lQrn70Xz+ob>aBC! zB{nWsmEp{xz`~lDQ!vq`{Vjo^9>@lwL6z5aU_zJKuifS^Hr(U4tr&KP22sry&!kU6 zemguqto;;6Uf=xB@LB@4rf5B*yYT?h7$eH7Ui`ys%i0b-OI{^AVW8gJM+lQtg#i|xt1S@%&^HyKxSuH>0|%`e>t9F1 ztlG|@o_ax;TbVgftV=?2(7{HzIs#7CywA3{xI>BVLgM>x1Ff*JewP1S*bA(B?DMf+ zRukqKraa0G58yy*#}OqfVI`*CQ{?9Kix3l*y;*iL5104RdsJKshT30y-&24nZW@HPGzX^ATDc_TXRAyE2%5PW^X`M5{z6zN*0J@f135 zv#~A~H(`^)*lX43gBUs#dTHX$4s5yVV%};Vf>d9qeS5njA>e~abzcf zAyZ1dUQ-VKU5=5Ax#EFC!5n}7ZuwQQWqq6L!xCsw6rA%4ONCGr`S5x04%VwxM9Ruu zfi7OF4QKJ2TONGE;v~-yxGdxbY_oBOzZ>)&Wd(LPD8mq)#wWA$l=2-I_f3)B zn|=bCE#n*GTkl{l9$mWqc^cYiO@b#2rE%72ceV5%U06NWmm$gd7h4>8lM@3UVxIob zl|#jEaOrBD?{5J{91Sz#KXAnw&BA=xFKqe$wArz|CL1}-?@lwdzmNuRMU{5p5~VC)3M$7aUMv|UaFDHPGBc1 zwJ=fmE_Qy=`|pN+A`Ym%4;I?(rWa2S$Kj)kH(%1p;&|HOB2|$woMB?|N~4-!&du#6 zly4+#dvQETC|v;ugG2PME(4DEbgCYc%fLmlq}WT#m$-5M_`hvLW#}`7U%!6Hpi8$+ z=#tbHCtbHxjJ%}+M20Y}3te9z^97$(yzO>eNc7nklzkgl1Z6qT*=GQGZF|mtKEI%} zRxfo);~LDp5jx3q@-U9OoGbX|(uPTw#n5eyAMIO|BzUzaoABS3~~)QZ=_{r z;$QX~v8yj0!%FG;+23)hFgCEmK0bdLXIWzJV__xqeG5I7{PLd?!>smkenn?!cYB#g zsNKNv9nrM3j2qahsP&Qb(GeD>w(C286M=5EYaB%^MCdt0W5zOFNnm>CGSb900mPa& zEXwtT7@t?IBDCyJptY@WS9|py`(?MCd>Z78l-K#*5C6UelDt^wbCs_I8jFJmKE|EK z`fLLS*%%fabQaFoHX#DNKhwOa`z&$BbL}f-wj5f1dK^EJodb)@B13!PuR%xV4nkLR z9gZ1ylLK^^2s9pdj&{WF#|Y_D?BusK1iDk#oZ5ofVJMut#Oy!@4hx^3uwU3zq7T|X z!F4DWCVWfQuW#_ch<3n(b{&aco+O>gAwZ!C_tbq)MBkZuwFTzvkymq8aX`E5W+%7g|RySQW(6M#VdX2BT%2$rhd-jhR~{-#;KGX zBp&DExNQ6h$I?Y~?K}5l1ML;Z)3y8<{@m$erC2FOyt@75iQ!izI$z;szaxuq|A>Ys zbC54I;(ty>8Y!4_p>f6P2pv$0C5gYS>Y&53_!RS?3J%(FNF?rfgWuaojn+JefFv#% z#b{#;l_Gk50q1wah*@W(^`--EY~*ejdWk`cyVd}Ea~saL^mx(mFlMVoFQ*-3$+c<;#J~^DkmB zlOtJJO?nOsiONsPLYQ#0skEQ;uLmcO%#L$39z^n|RYy6VF#-*HL?uJq37BSgy!)(@ z4-2OY$DF_$`!-~$av1~IC7QRF_IEK3h=2Z_@Kg-zLTisIKh1-wd1aBdAGd+h6J%qw z*a8zTv#JiAh=u7_6_JTkYS?-tRQ5GQ5Q9yt~~QlcrBR(Rpw4)5Xx zgmslAfI{B8J$y+A#&;#uIpxd1JiAlISivKxK0zQHK5z_%H4Zj^*vo}uhp*Vu-=+bI z49)RekuVsej_zswCV+{R;*QErKd_5g{?c>xOZZPmJ#t^bNgQve`&QSag`><9=@lPt zL+Ab51z$zWVEN6`D{6NN41W?4{yMn}r{CM`Ul0GFwEg6j_au^5)i$G8(=xVsooFq~;&y8OXA4a9_mbu+bocZ^l>|&FmV~ z@)}9!6~hkgF2qim`b+OUQV4V%t!>ubfW+a0DlOYvfK3AZ^O3wO}C0I zY-|<=-)e=4+NL2%_Y}*`M_XQ6DplHMx(^alILKulcOg%gyWrNTO&l%OOZ{`_H1sLi zzG0})hk+*-MQRFu;E>7Vw7U*AI9*q@+;uMxmJ@}d=%N;(=Pq0C-sPpOTy3=+yjB6D z`KOa@LZ9QrnfHH8ul&H?q}xkne~qS?># zp{<_1sZG=oB*REawVTYS4^E|3-oFu~3WfZ3>*HN9xLEB|ZJG5Z3 z%)RN?FLM}H@F$7~u>dvrwNYAZ&z4V;`>a1`;#Awmbp8K7Ck=1Pvw8^OjKv2{>2-0O z(}`m4Ipc^^rJKDe9Wsy}S5U9^%?onRy6xheoI-N7VF9^=9{TPuxyO?NaIE%?>CLTP zUFIsB^Z4Zq1@0?hp9cAGpmXGU)3wuBtI2fytLt@KN@70X9BhfBf#)Ze)|!#Tkp~Nb zZP3aXX+@{ii|y|q;Y?9K6dyCM8#}85=`$lWHH%{~eswX>f$=-qj7{BK=1Rxe^sDt0 zmRcmrA#1jgIMz4Za1uQ*2ZLRzD^1CsI3#k#Zf^PobUMBiPj&3ax*2-)*5p`hFFAPi z8@oA>ER`=g*=EC{cmXN$5vb&3wiXGn*%7r2Xq4^h8 z=?r%4HwK|8NbUj0ST_!>H~+WyaTeAIdXW#E-G^hp zRaz`-++luulisy$H=sp#fQ4gW3@Nw!dEW=c!b<!IC=6j ze7RTu>%8JESo1X6OY<9XKI#3HXQf5hQ7$acQgaz9|Ff-))MJ2_0i(|mua%&_m&bXu zZ4Z{nUV*isQ@zimrx+ z3a1^cY!oY5H$6Z?g>3Op9Y(10?8b?8EduS=a}Q;6&tOk5E&sb)HrSKGw@K`I2u+_3 zA26sdfkro9@5j0Sf9{l^$Lyd4q@=s0Gj8mJf6T18&uUF@(@{#s>rn|()FS82kG?}x zJ*~YID}enUQIRg~4^D2p;$prwfknjgtIdjcpt)G@*4X(BSSlnw>y`9@_Bf|S+K^VP zB844G=Ffmt)3$Wcd-1p-Ulw;!U=KF!)#~7#R)_h!xKmE~9#D?H|83Sa4bvB#4ckl} zVbQr$iBAq~aSyM^+XsApIB>P)%5*V3l--^8X_P*M6RUm76L-(Splto+g)n-ksyTh( z-2Qo(5YlV7(&Ub3+Hj}Qg2jP)j90Z7}Klgz5^tMkXr^f!(psz|EkMzVJPzdZg17p z36x}aolq@FnDk9MbWu46hKjt33eO25Wk>B@F2z4kkuG2TcRT{8Bw{qyGh3lR+d`CY zw=ZFPUii{==Lu|-UCADKM}q!=q9>*r3=mUv%;Vq9LomGapzxkPIhbH%rh?O6+_+H} zOfqeUmBCBN+me=GPS(rC>NO9J@tKwAYkh`})jQYh?)c&Skr2L%-u>8aRwQNZ=mRU+ zp`lMhyKzQTVmBiz4>WGS#Ne6!7+d*UW#2gfWSuJG*_ZPW%S@((o}Hb+cA?J;x*^Rt zXl4<|l)Ve7{{j!fmwL>)6)EA)bQjwKF1$#y>cr)U%#wOCJNB>MkF0H6L!$o++Fft% zLJ3c?TEuB-D3TTwKCe1~U5dhzcRoeo<_T^8sBIR|_f#`4``j9kZ)DwyeR&T;->h35 zkxzv=KXRX&wE?~>+QZUyZW}D+ORd~^x({2~+8Hx;M&NMWve}P1Js>`|QX}o%Knm}& zpYvM|%(}=(J1Z**GcSAD_N(PWeZZ|-Y73$`bl7SiAwm&4*Z->Rny`h*d?EAMo>N<& zD><9zhd2z+9#5^@+l@rf`q|P~ii2;gZ)S??Vr%epEwRxI*Pf1b64wf_K{}Ss?%Z zjSLW7kDWU`23Tag*}pEqi!Ee#{=!BxARg3O;=E`NyG1@d+omCzz-hH z!C`)!oI9&ge7}Ed?yto5#L40OTuPB=RXdP$cw>@iyJ7L|qv`n4lQ8uBt@4h|Wo#Vs zbLSVGBhXrje+cxez!ih@Ssz1tpjh(44!3&~NIo|>+A>82-yo;@+XH%#>o_VmSoa7B z9jDU#a0Mo0@0!=neufdQvZHp-Ly6J&8?~jJCSUcHX(dp1*y-j?L9ts z1xN3leRTOvBo6QC!|a2FFm}!3+xrK~*zC7UBm24*%IrLP)*Ld;wKz`HEmc()z-nJh8Ekk~YDN>b5!G=yq z%Hz(7*x>`kmwVh&vzU=Ml{VM5I~1pU&AwS&Y{tosFB7}l9^=Y=;rff_d!hEJ?RUc8 z1nBFGvN=|^7we07T<>KIBQ^dq(;zP|6etS44E|bzT`>F)tt13h5?|RC2J#ey}z6_btNqC1$ZHmqRdrlXZC8k!5HU zls7Fu_YB70m;SI87R9!=rPs(_$yh(dH0W`L1DEC(w1zm}5@^E>^a~xlp*4x&E9*Hr zsNN+bbKT2j>mKLiIp5kLDNIDUi98HcVU_}SqA%1WedB&|egIk?tIc0tc?bEv7p9hz zG=MztEzUWT0fvfSm%U1Rfdw484b4Y3p^u&RyGhAbpBQN@3w!^7bvu#G+4(u>?-3RG z=$8QFJ-zB*1U7N(X3J3e$6;)9-~H^Sr714`%lv5VppPx4zl|OU`e0Yko_n5Qu2{0o zGGm$X3XUv@zu4&~f^D0=HleRP@;1CLfmHL1(+bZvfcS{_`*ziDIN_SzImU1a8?Hp~D(A1_P@PliD%%%a z%cfakE+$~_;&sc=17DDM=H2s)q+Xm_FxY5tOWn}rMw9y)uH zw%x<=D)w8;Yc|lf+uH!(PkLo?Hsvh?3^=7w7L@)<^4ncw3(%X%5BLq6_$#cu`f6Gx@8H;tesl9NoG z7=YQv#2W37ve5muL4_u(AM4vVdOPDXVRoq{b4#%06So%uG1=jq3F>IP6XI@z`-A^=Q}ar!Pix~oJV zRVHdw{16vkeylK%4ut{RiCg{irFbVP?eoJs!8p2;Q+KJ@50}qNQZ8tOVy*pW12eO| z(DAO6L1(M4NN>9Kd5ZMH9Qmx~<6d8+I2#qeXuJ(`KjbCM-T866%4 zxdFRP+-_FEn1?N^11kn!KU3v>YyKrExSHgB|I zXL(ephJpuh~k)>eLIV( z4@?)|idyMP#st;8hV!?+W8?GV#a5rDpj*DY`dtk(rW$C+inhBzldyO$!-J=|l+pN_ zW-tRO<8&;iZ#;t3&2t?4C}e27xE5WSL%|~RLwb*W&Lib#4$X`*6^G@5B}}F=aD}pW z&xtArC=YpV-&*t+nyOT66U17v(9lf@f7#CaDVTH*MCTa)kOS|L49`7>44l)w;tLY$$R7E9dPM@>c@ zU|>w}jq*?}EEsPed688Pq>qxJJ7~lJ&;ON!Rg);;VzYR*u`Lb5R3m}JS4ivCL4qOf zXTE{&_hHkgDGhfyO@2z&d#J3Ma?}nx?!6v)&$KT{{So-YEb{1Aa z7@ExU@V{gLgXeB*G#4vE<(GCkZ{t-+w3eL_&*{QRp_11V4&Q-VpHCe5kP8F4JH8o< zdSGA1crjxDEB1?hK4Z`0ja8}Khr=9(2y`Bdk;R$UA^n%$?$F#?9N$Qas7X=4;etS; zsl2P$XzpA0_-`eQ{=QkeOnL*Y%OwPRl}Q{ijeow|uoqeiY{a;7=3qpnF*4eX566Or z_iNrA$M)MTP8UB)L4Ch0LDhv8r+AkV#~#oEX`(B4*8Lq)cuw4T=6DJh(uMX(?Hz!^ zjL-Djs`MeX>h`@=nI)LfxX36Y@BkMGg|TC#URbn|*O9V`glge({-1+>II6wK{s(_x z{JZtB&*p6~TeN3(&@=<)j9;byS^tZJeeWH+(>@#H8^b{fn(5$+t^}GtyBuT3 zzr&z7_N+XY!g+gt`obTdpw`JTal)e*+Y8AzGE$_lGLdyH)4vf0nz(-wa9x%1z~-e&quf8Ca@}(*10B_3r(Y6T=d>JL4UO9 z0$g0dT2(D3eob3k3VD0(y2fW1pee4D=y-r*v+2NK?1=pmJN|MUvce&mthcYe3`5_F zdgspC3BoqgLCSx9-CI5SY=JK7DNtf}pEaGlj_uyJrFgR$u&1P< z<$1@h=DrsJ>P?%|{LKPDarBYg7`O%$Cc15+uj^pbO+R=_SQBIKOI*;~_yjXjS7Z!M zoq^TR_zPy?r(t1i(xHC;AY@;Danyia6nduLy#IMu4u^#-8C0<~QS*jp6#^ z3L)qYWMq9W6O5&|XRPP=hA`dl^JMTPVBgrWhGkur|kriEw0?`_H-T6hgz~>lL$2b?1Ew;RO$VhIc!_prY zJn22ZQnV5KKF)87w!`wlLt?hZmvDgNhx@@4UnolQelikX18wgg+s-DYEeQBwd)x`8j$8a#X3JCN{p=1_;J-(Y%)elJ8-&$1v*UP$rr@kD zEw0G!jWKw251X=0cOHBYr9?~EdsfjW28xN}Cp{&jFpF@Gt4%5tdyT7-Jddit`rXi; z)bL7})7x1;b-4wH94KE3K?BKu`OP-lg<-KJESPm896Ou;vweKugFv(Wi14l>dw{Iy z<56@V1{Y7iZ2x2Jhy4#95(Z`g$#qRHP93`egM#Ta9p-J=aBq00a2^5Mbb@ZXblYP$ zd;Y*Zdod(p#uM)kaWJ5I@Sy7fK?1AV^~-_&^UxJczyH!q9?ZAazhs3OJWxCPu#6GeEl0oKi!J>?D-BV z*IvAo4y*#|iQu{Go^#muNHte4*#(DIlaH|b*uWsY=>n509ad328vC~;<52e9hLxld z_!{^1@O08YCHfiSdd`ABt{u(b;pW|o<-+Kbt>gve=4L)C`3X=rFyQvM=Q&IZ{%i4sJ2kduYcEd%Hqkh&%Jbl7TMdKZ|aj%+AH=cuB0lEJYy!3HEMKb-o;5j84 zsUwDNQvt9Lv?%QG{w|E)`cgu*UV!0q_HUQs<)Ksi{85E{mvDaHHm%#4l~5>m*|4=a z5=U#lo@wu}#Nuj$%AN5ESa`3h;eNX(PPf*;PvT zkuOXUPwe&&&46`@fDb~~jzfoGp4muE7LwEBf9z^iLtKrhdU%fys81EsOpho5iF+fb zk^d-^`=iW$Y8;kjzm>={J4#^iOJA4Meg&HgealDw?S(o0k2|cgG_b39Kb>WiF_fS8 zaPwVP0#oZ{t*Wqaq?WCGqWQwP4@<=kV8En&(+JwglchwpUj4(|(4XrynFbo(@x z(noqnrCURmoPVCX&mX86yB`$&dN-tV6H9-$t6*C{jm56EJS0t5PZu52g3?bJ(Vu4m zU_H5)`*ms!%omrdMAtRK+}`lrrn%`Mj^s&OVae0R*Dta(f!w@WKfxo7%kwV&mWS+NvHR!sb0VK0EZ!vG;_d-x z(B@hQuMWnhm%TgWm0fUvGtB6nojD9Avp$L2@B?b@v8l1^+(48`i5>{-hJl-5B4WB^ z81E}!+G8e$BWtEFKKiA?nvzA+y%Y4X=zo)LBU}uMyHip>na08F@D0V+ii((ed3=1x z;sG|^Xk&L@IE|O}Dy5wzhqv-YqTpu^;;N zY69bIXK>-``ygBLKIl7KQ}BkqA4#tcRZ58}!el}0o^_fPY&hL@P4NCnob+^y>vB_o zego^bhhmFid6o5t*&SAFO=|<__#D-vMN8-#?4l zaya_mj_adK3DDEO%JXp26_y`_2OWPx2Xp>K{h=>7VBmqve%Yj1q);Zk*4!yDoZ}!X zIMod#ny<3~)jP3fwPa50sS8f<+*x_eA%h7s57fF-gE8g)ehh$OFRmQR zrj;Uc;dnSB*AP{p}J=be2VYoc&(RUjsoH%J(vZ*f(E$k_ulVn|?`K+uzhvXWJ z9Z2N*G{J}jw=qGp(dk=&{;64as5#vfhO8RXJK84Kwq0ydPq`D-e~r$oo@ zQMNntIIQ;8w~GWSVZ`ux`zFgWC~uPOPE&D&o=d-4L-kj1Y?P~E{t7@BPf*{wMmnrz zZA?7=(1}e!dUN+pxPW4r+3tPD4~7hns1%I;CD2snCR*fmqAz98q>nZhsr2hyn~$oX zmEBQu`gu8>P~Z2`0RjHh7hAjTV)s;csW|(r;hD)yXQ_wt>fBEhJfHM zcbF%aPs_{FAXS(3k#R;bPV>v%I%;zp#|3Hhc6F%X;-H#)yj?Z)QQFNT58Ol2pr4J+ z6Kj|!jvS576obEAZxf#9HetJIO@xQ81(J-eE*Jz2VIrFZ*J8LJ_6ewJ9~ca6UM6N%Zxg_LO9j>ala9z2d0zL zxoIhTu{1)3N#ME_kPrV&OZ@o^hJ9;3XC0r#nyiM?^f^s9m@wRy#%+%E8qH$*=?9QZ z&)Q?&u@^@JKl5bSzrZfx%;N2qv@owpPG?=YkG;PtL!ZxFgUS4~d29b#B?gbU>$G+Y z(7n|2RZw;sXFNo;PIiC5LWZ8Cg8Ik)=#>KkSgCZODIYGK=(0c+d%O&M z5D%MDu?CO<<ZslAojeGF%80=nNOPZbRK_cx1@^;2IK)uMGX~Zc4_2rF2 z4kF4ha_x27*I#c4H1GXxoC+`m;zXH1{?9AWqNZ!{(pUzY%YQeAvwX$o0{(w3Kh1!o zd2-gUx&ay~hu!wJa=}#Rx3MGD&!Jq}-k9;qDwdf^>)aAh29jXH_zjy+&{qY64-y|L z(b2VMIefN(Y@zRLNdzO9xDcNAq$>|QtZoR%RCD7Lz3VlDo;yl(EY>I02u)b6eQiX2 z`5SD;xSLSiMS$ejP-ZD)0{u08L!s94;Qv5=v~<^g7*McRbbq7st)4ZyF*I6&V$kl1l1a6e>!oWHdB1l#C*KWMn2JdlZt8EhFdJTlSup zYma-cy?=gx+{gXnJ|6deKJRnR>pY*2$9>#O$cM&s4O1;HRs1Jsl*j2Mj_W2ocB}^% zv3N49X3qW!R*R2_-SRpMEB%}wVmujO&S{p1Rr~}FPUUycbgn`7f&%q<^_ER9dGB(V zm;uc>*{7Q8-$1o+Hs_grr*Jyt;kiBc>adT?;mrlfgV4W+{q=S^9!Pz)ecxrHJObmf zU3(TH%CJ`!O0_%r;m4w(pTw<7Y`*q6r6)`aMhCNTM@BLXUDbROnni|j$$P;a{`9c$ zSUm4FqdN>}Hd#E=NXP2w3_2ATd6-lDtW`0u3`Ki>G&_Wy!r3RISH{M!#8_2SK6OX51PGB_I-F>HlXtyer3buL1>o131I ztrceUByBfwn}&ADw4B{$Ygnw(SCB|MfU94Xy;nApv7<}8wOmFI7CiV2#AL!@z_nH6 z%exV2o1f!XZtj}LfcH|IQqVZ0y+(%HFNSqlHd1&heH$%hEoqvG^pOj;fL z)%k;69vUOXyz309`Z`oQ+<)_=iyMaY^T{i}8K5scYdWsU2>ZpJ9PH%1h%?7eh*zmP z0QK}Yego4g7?yJ+$^8_8wT=faoIQdtSN+JTo~a0$F3r}mMEOIzs`8$<`CL%pOTTrO z?*L9(jJ{F+_zf3X4MZ6;9^k0n!r;@vqfj%UcsOyb2Zqj{H%*VJhG|A&ZpD#Q{H<{~ zr1+FC44jO+#%rPkf6{lANqaNmjNGsJVAjt-dutxjcI6ce$TwLfhTFn`cIIsshdn@j z(b?2@vI;wMG$kE+=Ae;oddzlF2Iloe2k*CSgOQzMU&ItQ{aq~Np7{$=804qpSdNv% zHqv#?v0sBYLaRNW;u{Qgq;65=9%YO(%8;GkVTPSbTPX9^$xz2C{`=LP4xIgSdg)o? zVWbQV1=I7#;nX=%hLDXhq@~*iNLg;yxgecG^ z*Ndyc4)RT>&O#q`|45fBBQ#cA(wMtyh}~Y-$o;wgP@YL}w2Ju$3u-+Q8}j(i>R0AP}K<(*`KzZ;h(-{h;}x!fS>gdmPs`U0(jX2((|z zH(x#2>{pj&_ZsFu(EB$*yv%bLNXLr%=^rQK%rWDK!l9ez+FS7W-P0@>Y|fV2|Kcik z-Ehjeo@o!B{gn-RH-DiYDuR?V!>u>ejJ8+%O#_>N% zcbLrz|8wudXIyzZ$m~|b43h!sy;sSmki5O=>^rM;82l~jRO}xJzYNAAJKh6~Nx%7_ zAL|V5B>8LaWw~JXa5M98!-dWK`u8r#+=;;8m*4SYISP|+I=_^@b{l$(&-6Wv&%#=I z-IE@zQ=9!v_sYXS2!};N?`TWk#jMl+y?*mk0n*0z(LH}h#O1x+f0Ec{aNMu()3$hK zSdc5)xOU_kHe9)EbWP?o^!>JNiaGiT8qd_9PkD6~TMo#+x$-R#3kRl$h~=+wKJf51qtm!_{%-hcn-Q*t*nHTz@B&-=-b{J_+y~=s zw`{%*>f+o5V}6$(BQQ!|`M~v=ma(P8_ z=gXO!u(emKHQ!#C6FdPwtpvfyWH2@uh@*k7AJoTewqY|XG_p= zk!2VONcm>WvT1dC4CN2A8?pb(jk^B&L)c6SNN#ct!#TtF6AE;^*mruUFVR#Ny23kY zXFJ|w-&Vb_IoaPhFEBEoE@-w{ugq{wA5$1JZC>>uaX_2m-gGw~Wvrpkx5$;hh)taT ze(e75C$?xWI1ayIL0W-n&fzkD94$B_^ZnO2X1pIVlgvMb*`;3l8&aE)#>GbOob(-M z58N%E+IbwBE&OGlOkBoch26KrjJDyF;_qOEU*b6b`dnl@_h;xAlyh_SlE8pFnu(rL z(J)l^6meA3e7fSk6;KU=O_QEfLhY-z z4o&t#7_ec`xkcr1oeKt9 z)cZCh@?z6QMszX9AdW^Dod{=9hH6IjEw+cxZTfV>A>qFjs&Hfy?vjnuTqoRVx7P%`;rX;7 zAHp81S{;3%Z8%iP(-g-RN1*%m?Nr8Z52)+rY?5+(56uatGQ=J$0(<>Pwa8|URz71? z40!K`)lEbDpRG4xpMcNw;Eif%@fv>WHu452XQiGs*;v5jf0~XNL)n<3yC{8TTNTcP zc8(v~(F&srazka@>{zA#$c*phPjqSv;{3KW040KahTJ+NY|uE;{88aGQg;8S;W{`B zZN)7*zx5fB!e?G_CqE9p{{4MZ?A%KN>#$dADUI!ks{`)A&rLUIY72<~}*~*%U~Z|7aR7Iz#KD-1f6)H+in_ z!~oA|8cg0NaNcSN#F+$z&RgYSxGMZM-G<8>r{6_C-Kt%I^-*8vJFLctbQW%9ZiAm- zloHM6)&CwB?N8k;*5-w>(!V8ffBs@a30GhaG6UHmZ~7kl8jM(^bQUePV3+vJPT^f2 zF|E&RS&Pa8lQ%dS4Q?00KZReC>OT}<;!2UpnOJ6M8A^+yy>fxED}_7F_!6M?();$B zJ1sc0cc+igjU6y^TdVE(iB(ASmio{kDhp%TCc%umwqS!qVf;=TUl?<7`00^t3w86w zjMMV_p_x@&jv*=;N>-aruD;TQPJL@G{>gfv?b6zlD(!_MZw2ng3?x9mr8+^@y%t-< z()w>cWW!~dJuG3@NYF%Mx~D371S$UU4*A}8NZGz8a(%%Zr`>Ho`0xG$b$cJmoD4n$ zOJSE!)5cH1m;4Hv3BLd=tY$H~+>VAZ59^+-ZC2QwU?)M27lYcL*QAc6xIl$}P@f9r z3D#&5-<0uf@?Pq0+lQr@FtdYy-!;eWFrT;UyR@hu_5}voIjsgDt@W5{%fnm9RYY=^sOGKK5=m zXlpYw1WMGNctXb=EWKgAi&y(A^yd9D5-i98ihFCkc5OV69ylqw{*1;MxA<2dAK$}8 z|BJedmTnN_d(psl#~$oDbKpa@?KhxY=uMD4Lco!^i=W~MKXESC>00OwN$C8`+4`pE z7p&Pe{+Ubg1B%glkD=`s+{h7`3n%QrwpD=>BMm!%GD>9^CYeK@vt>>n13gs8zL*eq zV#HOuZUd!f#%SJ6cPu!h5C^?InM#=*aOOLQ7GK(K0<)mjmS}|pSn@e{f5Cee8s|PU zm{&c5w%s4k7q`k`e`o$o6*NL;4UOS>9|6B#);8gujettv1trq1A;uS#(g$C3Q zNkTHuy^wb3x?FkrEu3$3uWAZFr0%n9J!miiLwzE<92VlCwD-Wi>6k<)w4S*)HE4~h zgstBnKmCHFuXp#m^|9mdk^hE%J4xfr^^pee2}J_aMe(e$-`+&JMYTMi@b}QPjdHvXG*-xcAy&KxIGlXS}7;$da_V$vuKMcNz?Q2<>b+PTvs}t8J-gqU{4CRSjJ6BnIwGZ1iA))hHO?-T=4#> zL%Veamq(u!w}1A6;a)M@MUpQTMEk$iIhujv_ji!8u2{m{g^;kek(;m>t?!v~`vy{_ zDj#0%<-w+CkyT^Gh|M}x-+wlG2RckWR$MBAa9UdIRfAF&b}ea>I8Ow_OkC<`|F`nE z3Q16R_&-{$n8*<>Eq5qFtr+sl`A#V3+&POo!B87EGm>tb45AS&8 zl(6Z)mqL4fx8TSd-*6R|r#RqVvh)1GW@vn9HU8Cyk-#XNLic!u11L8Y$1Mh4*NQ1ba?u%S~W*={2 z2eEaECTfh8a_9W*ZmQ!*`1FK2V zhDd-XrTeJ{XVvEGmehCl2cTcN^>xyy98eDAxz*eyLF0(AVhZ;xE*@Iw)|okglY8lI z`boAS)!6#I##2rpX=aF9x=uocftTvREJiH5GQFF#(E)nyf8RTrtOa8s`dvgN8zAeI zuz%cDgFVya50~#QK^xIM-R?#awAYEaMe*DR%DtAH>D~xv<^4K(_v0U&4G+n3uI59U zB}??PcQoiV`|;Mb=NI-DJzv!GVW~#RH$9FEs22zsP=AW%{;* zL`w&xiQ92kwf{1pI;W0xdAep60n2$pEC5yvj}vF`V`G zR!({BfGsMTX1A)%VCZ%5vu&}Zu%1o4CtKJBeFqyapCZ4*YOU8XbmUH?=J|~49_xg@ z!>%HwOHZLD=t|*Tk69w!%`d(B?W3@fxc>wJ?-Q6;8+YqvXyCF+uj-r9TTuKhQ-yJ@ z64uiRuRYc0H$5;ol#9g}OKE#m3c1rTi`rcDeW(R1)WdVXE^OfN%O7R0Nf`usk9Xw) zDOZS$CCr(}N0_m%_-L#M|5=!L60r7OBMfHloqw@=><~_QZ!>vpc?7zR!cy~Sd!Zxh z-&WkMj#SdX?73Ubn0IA(?DM^0x+wI>_XCd4hAfFsguwb!?>M6rXZZf==}~1u z2QGY7k{M=1%$2J1a#9h*(b4@Z2mh-A<5sni_t$lZjG4u|yNfblH23IzVMB4CN(>ok z?_5Hn1=rAs&kLA&ZV)uoApw&y3bt&selX&mK|TMp5eFhGmQt zT2(9qlD0-{bx${@80MYXzp4*Y?|SsVDR5&0-pJj0QvgQjcX5BZWe$PV%G3{9e_)8x zEgwB%k0aGC3IiARLvf8nRriB7n62-h*VXw2C0!xo{Ch%SpkWPtvc;fh;`|LoL4dha z61E}IccFjJSH+umcwqjm<%MsD@_?eywoU8j3Cw2@e&9`rfj;XZ9)|xGVb*2(vFMv+ z{1@`CX7`Xhy6=hKCCsA%CU4T9DFYMjd@dg`_I+_*YC6nE8JBzrhbH*e`59 zU%m4<=2#7_l}KE}nq4OHyiqTq-oyNBhr~OqbEC{ZJIV>lD|hTG)-|c_uiL4FDeu;|f9I}7ssf{o zMY;owiy8GeQ=^G=ho$d4SFePz_s{k^UO!IQa+7hZU4bOhZm&)Xb~r=FpQNy_&ML4} zFU@Iq@i-1e=vj2OMB)@JQ|eQpDN+O_B+gFSLA8IyLPN(0EDLca$|xS%+%xx!e!dXE z0@aG@ka!Csox^gt{`<#RUw<)*(?Jx|MSrdKJ-5fvpmpB%xHr(HSydQYzk)3lMDF1I z>p-pu`uT$GIgpd4PIxN%VwLEITu6=_5<5TrzF$p-#Te6nl*j>`$XF0azA1te^*ntE zQ=HJvr1{mLR2C@F!VO;33)tRp_|C=IU>x~o^M|0flSuz?;gS3w3N&XGA7yAi1B16l zYK%APU|yca2@qPm2i>zW&M$WQ;NYaF_r%U*9RBbk@rCR#PLyT#>I!e}^~Dy>|A6lEW$kdjVdncM2D zJ$f342H$^o^rAs#BVT%;NgQ?#85K$$d;+VY9IfOoewZ#iJ*1wx9clLOoJrZC(0H%l z9G|uik$%;Yd3;9`OiOGlx*wwhLx+q0daHfHHCMN3>y#<<0+C09v)|I8+co4hVvatCFi4Hw3LVc)uITtJ=1Bpx~>m--NzE|W?X`4xi~w?(o_NiS0zt^*`^P! zRC8W-Pel@=%fbQ893oS0M@zZZ3GAJZb-`1w}13@g~GT(C)cRaERBB&RR4jQ zk2oXiI4geS85qC)G;fjm9cS8keVN$4LaG0yb2@Xr&{rP2O_-<9wI4`Gj?_HEzH(r zJAJrTh3lXG1<$Ps0i}qx<{y@geu-*|cM5j`*)~CFhSr4>jkGjI#veg+mk!?8r^~iGGk9*KhXE%N9dL>M{UK8Of zwZ>t+rRrCQ8E`~4;K#XWU#t-{?a4cM0Y*~1{R*!2LVX~e;43~`q$~_{JPz`}7P4{s z*5(od(`2uj``@cL8`1y9%cUMxq6C9~g9^+%{y2~zu8k=Y#jW=g>4}W{B1DD-d|+^I zmA}KwP?+_pV7968hfO)V={F?^i%oodgYSZHboRCW3j=4Y=g!*Zett6#*_#?(Xd7d* z60t0wB^6eG1%xbEZ+cnPZ)=O|3%K+}E>UP=0^VxWsaA{)>n# zG_#2B;*gC4ntS6e3kFG;(PQ48bhika1vL5fKS?6>1k=0LJ9#i|W${Q)pA+Vm(*D_` z{D8R?OM2^9sz?bfnA#K6hBF6Um6|=sP{2~o@_uV6F1R=!CRgqbr>A ze;K=>E;6Z}JQ9a{9fk?XBhrd8t;-&OQgR% zK+2L~CD5Naa8+3FG*Y%3%k_JhVM*Puq>r+j`{%*L#dBwNL-Q%g@NdjMNLjMyfBzpF z(liSFGi(RXA78S`Kss|!`Q5uS@cnY3>W;xS?4J+LK1u%n?`^d{oiwgXy6zvGL|^vSA(J3hFgG1~ewJqy<_Ef0lDb3k8E#_Q%^cM$((ovFR0wwa@! zS*}ucK%;&Sv&q4`*xa#kmA%@MK*zsAFO(q&Gb4S29Onqw_Q`q8iBy4MC-+Cn>LAQH z{f23uEtuhUzyP)$g9fnp?&NR<$$~~#AKMz^zy+ne*E`psNNU%Q1X&u4H!eRtCJ}`h zQG2)FFVe)cc-e5X-}NxFVynUWjR=%5qov=kZXoTY-AwFAKMwI4vsgX3g?ZtxENmQg zpx3IS*?I0DQi`PLn8X@!t@DnrW#(6C=lb*I$EXAjinsFkN~q)TkCkWVOgeCpLnZd~ zN+S%Iex>)))<}f@HzMx8X#66sK;zWfAqtulk?W6 z&Zm%~eK2r}b0;622nu!Dz(^kuk^j;>Ro2Wq8U%fUQBUdv{o;(EUTXtGKH8#e7 z@zyoJ_}y@DKE3bJ%rltMo9&5oipTtT|9utpO3-==tfR6?&_XF(>D(0#6VcrVv~S5k z*%ST$PR6AZnY4edM-LlelXK=FpN?Xz&t)goJ}iWR(~cL)oQ1J{A6MuwcN~tpu78cG zDgfV>li6GK8)0>_S2yS5dFV9!%=I@z7OLJ}dM#LQg{Axgnr@^FtTViJr0D%enBVXv zj@Z`$MSDlH8T~wrfmOCp6+J9EIzLN(!VRl$My06xo}UEBjZLC9g15Z+h)nx1IqYO3#3#=i>-$E&!hi9x!60|Cpc1NWqzTl3&|(NLW&2Q zq2(QxW-6C*B0z>0nrk*!j6IePd9j_>~!6c({c59yj5Z#+T(a|h@7%0<15%tfLyN34Oz>YqC$&VNf<(m&{MY4n37dVM{~k z{YX00*y#m>Q(IZpEf{dItmyoWReCIa%;({iDTs{%uc{Qah}hcVH!|dT1o98n8Ag{k zLH5?I+kU+6!Xm!K6>)h<{4LZ`U2Sm_2j!M;anU`(vZ5OiuG+Vuqxx9>XX|WiSaEs) zPkL~L9G7@CVi+3E)wX_EOv92|(>ZM7A~HtqQk6Nw3}iLsA(igaxITW{U8`{x2NPJf z-Vrzr4~!ow(*7mN3(ck5JQ7~N!l`{67o662<9uY!b^W|8 z(0uaOaQDUMNbUHMA`cdn!7stqJz&|Gxw&&G4?zwLc;JW&;C;jw!> z&m_St_cys7;tObTBZu+7kAt!?f5!ux+_9JuS9jv-F6AT^o*jJRG zap0d7F72@l^DS$KkqcdyX8&!#C^L_mu}}+6%71fLi7rO61dFru(hY1d54z@6fv~Wh z(0laE52T%3Wvgx&fxkjeIOV;Yu_HxHu<}6=Oer1Xvy-#Mdfxd5{8w#pt@_J;zPl<& ziB?S)Ij4*x0*f=BhOaWbW?3jAHNd?vp06_E2gyodNtV9P!MrVp0;VZHQu zL2mg5gnJoR7{NiHBsRQiI2!_e?cKcpoq9}Q(A3pGTit^5Bof0mia!kZNJY8tS;aiX zx%YHRJV=xFdEN6-8oU3z+%0{?9(uO_>0clrB*w^j&uF`2(BSE;AqP`jFJ4d^e89Dt zPs`DZ9oK=hdtjRr=?|_{H>HYAZ9{U|{@Rw&dK@j$D-#dmKpNlF=QmggeV+mRx2prQoEsRr9F%208!%+N*>aP~{5*y??g($w? zU^44+BH;-$6v&#`x5d67(95%pV#FD&HK~pa7H`L;@yGPp>)(JhU={p~@)8EMkX9H` zh?E`WyvqxINP6jbP+H#tX&Gg052>eN!GLqU)~5}IdgC5^Q^ zd+=MQCafFeWMAjh#?etrnLA@|q5k;g+h*sAp{8HFbh=dovXA~dYoN#v1OLdCzBAhi z^tY>irP~^SHJ?-(3v-Pc&q?jb~u-=;3P# zTnad;UK>lEnT26TE0GA+EikOwRr>YnIJPByXBx@Pz;4@H7Z1uOwX%GzwQ` z?W**`{w3Sbb4pn-$1dWi!QcWkiyv${dnRD)0^QZd3^kb2-=<>|J%DY`jpH*DYhmz} z@{5$;A&~id;kRW04^G`y@Qm7h3+nBP#V*Z8Vc^(vW#8*hG3&M}8u`I{Q=n$hihGqm1XhpiM`6Z4*ehUY7(90myAIo4H&gb48FA6Nyxb+I zE9J1>HvAJ>DioA7ejLNHV+SN>FMURmf|e;E?h}snrqpoTl5ts0I_q{`1&n1>blMoi z0cjzZ`T65~B#YTl^PZ5P+g#qL|0)?~|8 zQ~AN~2KehreNM-=Gti;;a(BJMDv*z<_HrkWAC|!iA~N=Ee-k_G%taR5ke`V%)78&H2H9$&H{G4{JZ;e$TSXFBv{FA@xq1Zzcbt3 zzJbZbp+ozntzh2!c~dtV1NH%2=-cBNj6{LbnvOu%pF}ASxZt-zGsYc zfu60C`vQ@)^xrWCtwCrLIDGNQHxV3qT4Q{pP6I|iD4gSy%!I~QS3N@<$DvMd?R@+V zFBm!UG(WFY11Hio4tZ$V!01~AliA#Sp!_>v`zN;v2U=_tcU<>|VXfEo5ACgCJX5mG z=e{=922$57OsUwf+@kW*dKlV8`2A^u%h1Cqlic4V3iU=E*8e-BS7jO_%=mK!fxMPj#sWYZuaqu1egAPTz*x)dVTaP zj0m!yTG|AuRa>KuYv*(cbSd(G8Q894J)6+Z?v_WmnscM(1CKWJzf8}`*qeyuwG(x+ zGEKPfUg`d9wJz50iQE&*W$J8!oA?&S+e zEK^uCy--!P!X8zo>pPqXk+-2US9-Y!Fm5B zd7N)H2;UaxfpZ#t^>WHPvE4aK(pvU5Nv#$bsIf5n$>eV}mJ+I^kfJYSs)Iy{nNP{r{&qX;;0%z}GY{nj~X z@Vh{2YJY_@dGlKn`GlY+I{LoVu{yAt*;++{q* z;STFj396rH;n?-O?Pm#W$Du@dna@SMxJ(-i+kH3!J$^6Ayp;Zdqiln@zt3;S#kh^% z;fF_|D@7&j+J~=53Y5>DdGr$(jHiw-$CTpam#tlP5DER}vb~`_GC*a#p8f*Wao}kX z{gGuVQrtAzDOx+R{Prax3msw|uRk^^vO`Cq-&mlP6LtmPisB$zV3VXS?}J(!pw!RW zU6yWw`jcZHyqJ!`;_<5@wyCW!@sKL(>Qeyu6ZbpLnT0|^-}<$+FnO3!*w^4)!3cdX z8FL1{pMcq^65Qsx$;rFa^wPaHurLy4}w$TcfY z;+8jYmE8|+;OeVyS=liGIFQ5gpYK>Ub_t3x+e#Q?hnUqCKfNp{O=}N){Hh!mi*6mF zRZ0W3i%aD5cqU9Vl8LLl1q4QseOwNI?_k|3D?99}$7*L9fAs!$kR$u#Wx9=6HX2{wm$j5P8SP?GMvju#*Z;f+3maW%~zQfYVxmj6lPgvS+{^aehCWvBhy=ecG zj5NKRgfAzIu>bxFU0UQ$NMm4ZnCoqTY`qWPKK|Vf-Sj&+6|U}vo~DU%?az;KGMnx0 zctJf<_#L=~oNpj0JBR(5xeK(3@$&!pZvs-ZECV9T2cdH6iLR1N4-9`fQ#N&j1E$n& z)>wNtL$AigEzPHR3Cvp!?;1Kru+9IN%-gwAUay;U{q`Vtd1TK;!%JiG)aB}Idx`}6VdsCXAm z?GwzU`x>7Jh#=6P(ekm2G$t^}XB=GgY}?Gc^~$Fs^f0l1#sBUpCKx>HHaWTA1e1Rp zZkd$U!Z63G+N3xy);IC$jWgMAa{TYuoU9_493V^-UVMvVLAST;FFS_4fz~e^Bt>BS z!}UVFo$nz_XCM0`p>QJ8U8m%b?n+$ONgA43o<-Wu-Qj8PTw!RN*@(Z%3z&G;!W&bj zhLfVzQzVyMm@2kx2p!LXiVnr}>nW!2m!coVR2~8gKc3k}1hm7dMS=J;`&{VqKVee( z;UlJ~UvQiL=D6vjnf?_~^f=sGZe{W18043bUhXn+#Zr0?(}ap}0$tEGjazQFaruy5 ze~3^vHvehdu79u`J8vyedk?k1#C4ty1GZQKL($uyfYeDCUo}*DGs=iHZoeC3c5!X; zR-$k-r!myHRuvv!FouaUtTs25zG1~zi)B8Y2wZI|;ECsZhvQ)@%gjN3IC+=GMN0L7 z0SN&o@%pVW?%;Y{Hu4A#+owi6wd})TgDq?)^nww0-G~gia1_QJpPGC>s1FmOYB0NT zAE^C1gPgoIfVv)bgKjDaX^pdo%vdgCo797(`1v|W^q?1()i z`Fam81!}5qB!RK{W($x z48FUyUflE)j~DD}J~(_{Imb3z3pZDA+(T(YX!ug2eOadpX1{o;_3Nx6wd?~gJBbUL z&7P-T_+|mLeW&MtUvIzn)fl+eg% z?|ob)Z>b{RG6quGrSwA`pK(;@BKZT04K9cNI_M*N4~wRJDus7`fHEH1*#rdxXyM2k zdm8c#hgT;U!(SUfL+!{JD;f(d2Dx4Fmp%w{vEq-EmKI<>u-Plpn}FGdX9K;q_Cwdh z9eaOphXT3v@!o@}F8}|(rx(SiIB-xdqE7zu1Eg+Gu-15a7mFQx6xq&O0p;3>svW!D zW5;>NHHlnX0^CVOsO5Dqq*eB7R}>B%&| z&<3@1XrgMW{c4tiKK1_nN-4=eiil_YJpT-Sd&!JD@@>WXDLS@grdQA)>+GK-BZuSd zA$)K0H~V*3v)HmI8P}cXTqIdjfy%D`JolXfP+Q|g2mhvHe_g1`r3)soeu`T*nBzSr zi5;eiSbTxH)R~JPDKYq!`~EHSgmi3gecO2>AQ;Fk+}c;9gP_ghn7879B(!*$mZrQT zAmy_~YAK5;%zrPqU48*z`LXE7PmE32UnLs-RA~?>1K$(gRUX0~2kt?;F;1Md)l@ot zRs}yPOq#3>%;2DmS8_Dl1hmn8c1$Tc0Qn~qJ{1}Z0r}L*uv@?uESyjb{V%=+M&G=! z_+`P0B~nkc20GS&`cz%3?a(UbZlAr0hGVe8`OG+l zp-!b98o||;H5S8!a18Kw3jW&s8|H2g9RBp*ZV2ba1EwD|p_1~-U3sY<<}MlAN((c? z(3OzTpO)WXIC(dpec4gyr)AA8{49dmL(vzAF9MNT_d!16G8L#{Z_hAPog=cWo-r&l zl*OVyYvI-5_i;(sCrIC@4>mHd=0)u>fkusOmA4e5kY=aWbMzxUtZ0+Gv$xEHXBgA9 zhQ#{>x_itDvilWrzW9UitHLNqJIuR_Z#f!5k73~+whC-X(IOiiW5!XAnV*%u-Z-l( z#Q)kR9Wu91HsYKcuKbx{d8+3L-5GKV2UHLn9xHEuB@_arsWj~)x7TsJ%r_(UV>pa+ zR;fvT2*BYITRqWtIY7I9#O@|<5%!ztOG{Rhaf9iO(6ov&%s#m_)mw_pPaYOS zN=%H;X(?B%v$nqd{+kd|>-$~A%Yvadl*J4+LU1a{O1!7x57cVs&0o+-CD46Q54%1# zg9{qgjZMB~xNNY+R{qW(q?83}?z6}T5^ukQ?}2YX0sAiL0~s*lb6C4*C<|iKg}W6_ z-5@X=vF7{wD+(61PUY34ni1(s;}{Y)`MTj!VyF0xlhDZT_;~&B6DX=N-leUw2iq>v znOe~HVT0G0*kW%sjNg!%dL0#xog48mEX6HC=J^WK zW0#~k`f8E4(44iiN&_hO_$_Q-xnP=&Yw(996`bc3 zF;3w;4s|p`){2Ymu%xQ(+W7Pc_H!>RC7+Tp8v?2{=ysQ)mt2PwcdyR*7Y~Rx65!S zBvOx;c#J@QeBJ8upDOHs5b45t6md?~D>S&}GWyu|iQa1yg>ggT+es1`7Do)}<$UX) zZ8RZMU5t3f^xTqmfU%15+Ci@)nx^3^k{54G%t>9cDqw3Y? zXZHrfguLv>OFhpZCFS-V{^#+StJ)RlIw*wXw-3Cy&jcaqT>SCJqG?dN{%H$$S1ydv z#S2>7-vzR1a)5B?0@l%&-5R$J!Y^l?qNQ?~p({GsCS`XW%x}s0Ws$HQn~fS0n@xPN z?_)Jf0doPqm8|hS?&F3Onf$Fj_m*JdL_8@?y$)NguNZDkI|Tn4O(m*xT5;mukxQw5 z-dN#*C!TZb<3OJ=_1E+Jn;ar1Hdn_Y?fmaK9 z25WF$+WE2lxk>D5{^0VY+!kqfy=KnveuTN&8&esx-k2`0!~aJ)A9}u9Dqd4N4NZDv zZOXngK$@xLs{#?Aj!T+3U6>@$_o3FDA|L+jX82+JIU8wK-&>hj(}40W>OPB*JoJ4^ z|8UfI9otH2yxdO&Vg8<_Y>tWyR8CXd8lJty-VA>i?o12lw;|*WFNWf(|I1F-S8)V} z$%-Ajr5TWVgKmdvu@kPK$%2}O$(JWq^s#;Dp)TtWB+~!k2z{RZ42E3#*x9?I zV0d;eBJ|-d99v|%CGNWega6u;j25L}U)=8Obq-A!O&|VwNS+Sr7klDe8FjE+rt5iK zY6(n-TbR8Ic!1M418?(`w_^5aWYZ0e&p`Xa?)uD~eUs;3ZF^}iL}a!Y()wlHii_!& z9H;zbf&5Xa-Q}hNIbam`yU2$&EzJhbOKS%b;R~+B>x%IqPK2&$V@z?w~3L}fZ_l!Jsfav}G z5&i$#k@A{Y?DT*Ka^I4FUF^Dr{k>^hEAxCXS5BJp_;Wr?DZFdk)BFc!&K=+Bs_l<+ zzkl7@6(I&g-V;yHT(1RcoxpNS|9+gD5E+%3&V?rObCCs`%{d%07dXN%0c4G2^ZHY* zFz_b*zP4WgBKKW;o2C0mZT|jq?ZAEvk~djTh>^b4|hWn?i%kOZTuY+Uk01 z+8>-NNj{>rZzoLiuK7{V1>yAgmKWL&vWRr!?6u5O^SEl<$kARofWz?SHu~*@l^Q{2 zx8{>L(qAcj@vk}30$p$PZ2BNolx(@D)C(uGuC?O3o!CQ^`s=Vi0~$*XI?W#w#6}15 zA-%!PxtvHh8dVC0rV~7eWBGZZZwG@GUb%!->gr!ZC2v4T@Xz1_)HocQWA(9G)`L;g zl6<8-d@!RNp5gL102kG)^@bkQB9c|VBuc)-mRHa0?!P*XP1`=6nQFX6Wb_`aoF{$2 z<>p?!Ek{m58l%K_sg@<|x|e;I{=5oQF`Q}>I;x861BPicGrMr~XF+HE94aLn*qz z*rrHexL?J|G~f#(ehj}vCzzmB$0CP4FA>^21HW6e5Mkk4nuXQbvp`GYb=0O)$B{PO zZw3LvFq}#Fc8A~(84iC%kH@(Y875Ckw2L$Wg;TKckclmfMK*KnCRHG{?aSl0b6!|D z{O5dq31I(%y>fFSBQC1A6OObzg7%-<6VD#~gvrpu?fhz~(CtY(8>Fj+73+p6S8ta< zn{hkefz5sVz2(aO!pn;|eM~ne=`$bJa`woZlm}r$#m?YBdK;LII#Bc6`8*C9adZm> z7T{=R!~MgRjY!rqYmpw9#ewe3C)!&Rv31Ez+KpO<|Ekvy{d!G9QJ3>@GVjyDO-RyW*^e07d^PE5wJ< z8LDgkg(>Q*9aRTRapiBThsYs67*cpkpPY3OhAX>=_Gl(xjlRO-;;&#L9lFnxJf(5b z=CqQHZZ}Mx%UZhoI}H|&8p^3AzlEB9#`;GNOITB3QpWgQ4Jp?tu}yhuKsFeX|@hZwYlf~&eQ{SSx+nU%~4z;a=v@Z+6~j%`^19wHo+v@PW=G? z^RV##yWP{zAu#IktjA2635HYDT>oqA!bYZuvrpC!!ba!zukW;GF}v)!#?NhgaVD-$ z_0rx;STexkdvr|)hiBPBF0}YU?Vb83`ib$7cHT7Z(ceyJ`%gm7HAV#*l>!oZkE=k3 zS@cDcj1Nw8#b0v$^bC5bree0P1-Q8Nhu?F~YN$I^?=IQ!0LK1Hk`NZog?SU6v?j-GKC2ytJ*24?;r#bpO@`KC`h<;XOwel_N}UAYB2P8FQ&43~n*5RWrK zrjA5b$GMyK);2hN^vm9>#wXC7srsr?<|qz)OHj8hlp)e5w5%)dJc6AQIR1mmNc z{Zc3&g+;wpwa=TJwdU;+(WGX94fhXLxK!+c{;~`w?c^{bLlC?2UD@~0Qa<>|v3m|j z>+Fs?7^%U>2>L&#=xT8`mf!f$QYs8zT4O4;|A6BmK_bta9zxZvx*fN9H_!K8&V_b{ zJRq*7+K+vlhazJ#tA>y<)U4jP^r}$;{9OH1)nA4Il|$Teo-BpqPmd4FjAvm#y?B9= z?gE7KuacNeBH&M~pTy6~Rp_%%>hF$O!;kin8YUKRu%7MV(gX}6)O}tucq7|fY!>Wt(W!- zU|Ahy>)@w2=r4+H-FDp`<|-C7cF&pNJWJ{RBt>ah)a3Qru6hv)JaXO>F69xKoJx+X zbH)Kh<3RZBUQy`2nS1S~<_(xwvm{zoRzXXpo4vK03pR2akLfjz!_@v~CQ5_y*kQAW zH)HlZES?!(3LL4%Ha(lGd}LjmBkpdI#Bb2QkK(BaT}X-2`0zY93u{FG^NZhJ4YTHM zMFV+!@U5ccizx3c7?~gEW&3*!MsBHJl6i3gN*87?opuQ&(k+Et&SP-J9>%+@HT)NW z6rYi)bVwMoCgRIoCAu&!;DltvS)R@7Jmo6h~7e=}a6>4s638JDvTe8xwJv zai^&XD-RA?Jl2&udK(%Tx2s>M9fY<^^gM$Lr=fYHFbx(@!$0}XXTAp4p{LblmO*GY zfr+Ye^3thV>|>DD+|y=_BkPP#e@^QI#o+$UPn+DlEYnM@-OY+ce6cAFOQS$@3)u3} z@g4kH3X$<2WJOADX0pXEacDkdaS4wq(Z5ScFRCS}X_;m|2p5rRerrkwm(@+QR?16pDUl$_|zT&oG>%Q=P3 zUv^9n|2Dxj-M^E&;X1|S?*!IL{IIENTfmTR3%=$rVbB|MU|i=~8d9XE%HJ3> zK(}hT=L^Ogu()`tQTX5(x+kTIW~XXk_YoNrzI0n`+7nIBjtkgd@o?>fl{qvBL?1hQ z_&BsU63(eTE#LH0hTHPrY_Q&0RJcY!3`_r96gr{23^C^iT(2al0mc~nnJ8v#&X1*L z>qj-5^3HTjk#WH0)fPTC=A=yyVD%0gfNh9Ip(zS4F3Z=ey~oyGR+V?kaj zzu#?F$h{qYj)VIGEPUD}POi;@*`STdsS^<}Q>kDdZutlDea0SXB%(%H;>(+mO zbqU-DyrS)9XSNnx;%d*M_U@g9zIyIT~o zIm2LS+}3-)4-x2QyZc05kK*tYqq~nv00u{hGHHJJg~LR%FMeSGupS8xNhcoRu!A~T za54(VS(f%^I+)^W?Dp8&+uAtu_FRdatqk_~(YO2y|LyQ$q47&{iHWYR&ZsrZXD?Y_EmD z`mOx)q&QI^nd&sQy_Mrw6Kt!GmP)EUVZC;oRC+w(@rd)*abmW60Fx=w=c7QY=vr1h{tVEGB5 z^BSywD(za)(7^>~M|R!s&e*50N1omLI+pLc`Q?hVCQ=Gh)vOfuJ? zo~Z}n>ieA@57qR5oJoANY%dQ3GXFgq7^h&B1qx0ho7LteNi}8P^q$ zOw1_cL-9aTSIx{GoQo81=k|-hwB>EC;3WvNKOzaArOR;im#$UUO*R;u^k>^?{t!Ew zo!LC)^q};jPh#fdS?CwJEUut0j$LPE)+!!4Lfz``FwM?tsFLPLZx?LDnYoh-e#A5+ z<=h_pSZ@m(!jF>EIsU;co8q=R0u+cRn%sy<%Y@mB2H96B`>{Z9&%>amRv4~7?>=rQ z1f7Sk-S_lz!HF%6T)!GpvG0mn<~h@Hq#4}Oew6$MmI|Mp^Tin!xibh53F$N#hG_AuQG74S2T2GYZg%MMjmEAMTgV#cfuFn(<5zT z*D24gP48ZzJq}*Fh7E2gF#T{Rd>g%P^3-P;IzM0bdRys&UCqJIR6U|`toD^;Y`{2? z-Zi11OQ;MU3rMw$jvlcchPHctVJXyW&uB8C}LboL*WNtvf9x3~q|P|pJYm2KQ(G)D&zK0{xHG5l=cX244R)x0XMldV6^BV5Q>b^<)dVHFQmw9m!l9};b0eQ7zfnz zBL3vFGO)_LyW&LaOPGxK61bg%h-3RB)J3bFqj%uO7Q=5tIHP+r--9a`8otj+H@~*Q zsil3R##vFg6|XKr64Xxhs1830_2rPnv3Bh4D>XOMF)F^gt)jEX9J3@^%vGPRL7g>n7v$T`#>( z^Z&3`?)!a3;V5X`$*BB*B^Rkb$3^DJcVSJksJ{QQ1Cst7Y?C%}1d?R_Jz{nz42(RV zWx5&yrTLNJ`NvhUP5q}Dw{|RnUP)v$?eys+ja-dlS_8C$z%=wp?qaV6^>w;O6erqJudwl?c9`E}h$p5Y2oN-XqW z88qQ6x453je_x?l?|#ueE)Jx=)h0^&H{(=?JRvad3v~Yoy;>9=1}i`3%`fO@L2uzZ zvlr@Y&^cSO=Ap2G!zZ;n&L0WI4TabJ=NqUnP{BPyql?GM;0ZPAdtIdEzI?VLW0TXI zG^c1ByRnz^Y~(Swu1$acvJp!VV4SyGw}OopBH` zvNA5~#yiN%VEt3Z{TQYM{q6rAeuhJ)z;d0l6`FNMMU;2AVts_s#Uo}-IO6vo*cW=k z+}6Fb35iwk&ZnjD%Bw>-%pR*%b7Gpvbo%%5v~fDl`)`%nc6bX+bW4Q#Xy1cztvBz~ z2kEfYyVBlU;210&7dalM@&)JK^?6!;`Um4Y2l^_66=6=!@l^MyDpL8pPoxtL!Qamt zI{j(?Aw@^`(B#?kKx(gyK6o<^R;ydIFYE7ywp6cirQmD=eddK6g{ELwj4Wjpew~ed z&8oi+&V*poo!6n~*#cnt!wY?0HA@_?-|_W+?>XpuQZ=b3UkVM!+8K|gGC?cD=eBy= zF^UcX)>3lQOa9>C zPFW9Zd=)w1%hC?B?z@r+Rdd+4^1_Ns+8LJ4d7il3B922>QZiml|AEoAAOKN7uD@-| zjR73dq^vh33c_l7+{W~Sb(~HT)M4q}^d;_eiO)6zSa>CTVr=CVHvDMyil7gIw31oj z*6lGc-ZrdtjOPn9nsYf<2Mb}_iO19WPzL{mODU&5MnV78i_yk=cY;sK*@I`yw6V>P zT*#4E1Y@UOKG?@IjLUU_RX29iVFl-dV#B|8q1{dHVMpy9oOHgzeIU3G;!8J12C{ZS zy-vqY+v&H^TCVKZz#4($AB)Mo)rmO8u~Iv6FPA{aT5dBgtB?Jvt0sQK^)RUJA8dU? z5m%lZHi!+Ago#Mc66a<`TqZ{*YfPKM=yAFFZ~KL?;YF$q>r)9>*+zb{(v=7Od&Lxv zNb15MAI0cdZ9NQZsi=|q{S)VjQrGT8h(R`+-KP?(pSZ1f6eKUzW}ZL;YbrQ=8i!K)vNGr|{Dd zQiDAv4qq@Lu$D}Ho@_sf%klTRay7+aW>0RP#Z?a+?--Sf$+N=6Lr30gezF8qeO+VZ zY>gF)23v>zH9|GzMCr4TB^;=Tk86LOi?h2fNJSnm!=?U)<6V2YpigJ1ZU_GoPEXlB zJ188o*$=W6M?+$edcR%opfLQG^(QMURu+^0 zveCK+??Q`PDTBE@9b`wnQM!<_hIK}Ms%I-7VULQU-}%wcFc>dfKJ(2IhIvY?={)yC z^M&ZGUtNyCu!+o4oOL2J=u239e*O@1(ZNhnm{mzaqW{V1L|I7MmA2u-Gg* z6uc-1{huFvc`C09Ga7%MU)OvClh%BtH>}gJm%1r$JQuO&`op$F%2SvJIo7iosX&|I z*=nxWjeR`py5zViZ2RH%TR=+~NzaQ^8iv|%$wR#H_{CsI=`Q?73J}0~kY}tbMjRBj z&a@Twz-G@H{vSf2(0HGvf-{N)8M2MU)7&Z8JM~31`@mf&E4E*fVcO&vsY0u44OyTD zt6NVzdkU#;`}*&h-N!1|PtiSW0k~Q@8=$i+1tZ*z`~!Mlp$%PK_gh>+GNDJo?yU+8 zi`A*eh%`WB#=9*&`(v@bx3JSPi4`Uc{tH;O>w{*ql*0!!H@)lA`HL0Qtl|Cmy@F^{ z+ucbSeGX&!)S(EaAV@5~FSTt-l|U~&?sRC|MQn0@cm_2-Q^~}Xe7-z}-(|PJOCMQeg5$XAn^l0DH7++HyH*4** z+bf4FcRKWTeldjRixp9hM|iOP&QI}>fO9zW{_pT!12vfY9CFX1*<76 z#$WR7O^Aop!=jpDIft-!tJ3Z+PgbbBMR41}TM2!?RC*+LOyb}c+gmddb3m549AeY^ z6vhPl^;3zD@ZaB#EK=-Am}F#X@gbgoDRb_|R@bXI);DuSHOUWX+pe&k|67dXnghMT z=fA>=!p9m;Gf&v4-{R)BJ`7cxnmVxLf=!XaV;g#}aWQh%(IjYdPLnx`R{2_CW$$cG z?By63iqe%c&Y6MU>S;qX-2pU~F9lNkLeNllKu1BF9>(9=JX|K6Ah38;a}@TQ5a{Or z?CeN(ATr!-DmT$p!x4wP4L)lHNYMGDt?Xfr{ny)`amE}a(A{#>-1tQSOtY7B zlfU{Ecgc_RBtuWpdPg(cMXZU7`B$NS1Q&fd+g*Si*SCzBj=zBa5)fyB(PN{Nu{x>mv~J(m1bpn27(( zhjfnVQ-K`xL`0uPCV2Vm>V^iH{o2EwN`n$Jdz$;JZgIT46_dg9`pQm0>&TaPBp#t z1oAol7OuUT&>_H5bG*d}`UBo_9u(gPR3Dp$$!sr}x!$gB_Awa7x9@-W+=v@HWSY5J zvzc*1@5I{v+-RJ?OR*BWApvuVXE?eyeQWZ3zhM$f4+j#H#?+$UUA0>E2qx;)0cpDuRsAe+MzFC zift+&fAf7lQQXU|U_gHxpUe(bq&zf9a9(sKFzQ*IAq+6U=u)S7S!xnC{b$H#c~l-A zHA^=479GQp>b>HNwO0s?(I-PLk1+y;zAME*Z2KbAFD*Br6S^*>e8PLWVI6OP{v?T(TEw{TYul;##4gIj4`-cN@Z|XX^I) zd1B$c%6u>PUTFP#>%^AM+px&UMXVrt1NHBFLOp|@mH#V798lx{J$s9Y?CLkhg z1{OpKrxYG^Lxbm|ttwk`kg9Y2a&`Shn3X!)_J>Iw8{|3So?Si(BL*Wg8l%E6{n_q> zX3syP7y0q@Ba9y%!yx@{mMd>O)y)2+R2M}2q@;QuG4&*yw+_P znH%;T3Y`v}KRhOa%gF=PWJ3n*`6hWCzJJ2r?H^gsJD;A^ z0*SwMzGK7WyvXY1&)B5zFkAMf2Kx?FTHN_}8Oh#XSQ4Ff0%>DS>Dc933@-W9baMX` zbYvdU4G}BD&V9++by2$@Io4^>EmmCp$ZYnP2jqSz}mB4(%tYT4du}JsWe_o-Y*iEjNyh(ovJ5`lKzuxsDGM;=s z@zIQiDet$WT>Dsp)Df>qgW4DznT@&}-#3AEWA86}*ZswXj@`C_Tg`~{QNIVc^&Y}> z1ZyAJHVh`&vzJtac4PC`ns*c25MeK7;KgP2E z0xY(QdSu;thvOjz+4myFVOomw%{}8H96xmE=Iha4*#6F}-8MTArbk|FS?LdhoI)qN z_K#n%$o=r{|Jr+@|NYU!T%Nz6TE>hgsw4;-1IB%}2gE`0gxo;ykPNN}AE$dfXaJ+( z0)KCuzXWr_;a*B2%Gi116GdSDI#4f8?uhZ)gQQ~PAD8UN*k5DL^CFcDOJ8j>?6=*; zX;##{vz7=&7B#*{TV+3jd~!bWX`e+`Qzl6Nw2WfI`sVEc&%Sjfa4iYgl>Ll zCU6*D*GQbm#iq$OL5XS}FzfN_;(t#c_{6?;yF*C4>&qay_5^1y>af3AI#&>A=JLE!Vara%I_DK)PSVk%xP1aj|+|- zyHxuVv7e}@J4$Z`r3<5vyd2ITMOT>N{XS0Yh(mt%YZEa0Y(KkhgA~-iy`55IEQm8V z_U|<0GKD#->rU&w3`lcLPd~HgDGWw;6W1g|VX?B?CFD>v_V}IjJnf_bqi=KSy`@Hg zGI-@0#K+^(tjx0_o_VD4L|(fWIEHP#r_!9buL3o9N1U?41+1)4))+0f!D%~zlGu_l z95OF=BM52(wJze~E8D-s9Vg25WfpeyNA#zYEe*AK&4qMiE1+ z`c-I{%FO=whz(MT<4yD{k3$K`q{)QJ3iTiKY22swLFW<9pws70z}UoS{A3V2l8&7D zko86f=Lmk^zYNGj9pqo&Gjzepiyn_9zkP=p@ei+8_Y}hXB!5Sr+D)9{>#8^%BmGB)A|VzGO|b&&}i z2{6}KTe*P^_5F9o65d02QQ(Y(=?<(p|8M^kbsAPX{07{&i9om1d1Ygt6riLX`ot&I z3JcGq2k*^VLPwF5rqsFsR@P=Ezf5NYn#JuM%!Z#a?WK=LOY~11eP+}2PQn{&a_3F_ z1cRZ6$K*9>os5%{M=xk`x)YcZ!z^A&zQR>&QUC8hA42cxKkOmjCt*%}yr?nzIZ$#O zwk(uMK>MXv>0C>vpiTeXr4PndSa;&Wqc7uDxbRWm>3G*goPE=+&Jnj2hvn3|%U-&} zwBl2pMM)j#dCwNZ=;nxPdkw84)$%aek!UR3&yU@0DsQ*Ge1hxQ^_{eR@31My+PN_x z9H`1Qd1|RyF!@VFi)a;yMR`s)CF8xIPOPo%yvc3s-+ftInG z@jcJKNNsdZwNXEh3x{sc4f(Vp`Hs?+Am7dNXxtFdsS$-1sVyXtTyGpMDmqX&qlx6f zlO^<7Uvct=|8r_#8}wugy;FbHLtqo^vQ<%j4WtAv<*=$|q*~py>~~bb95K}hp88ur zrQ`_wF)e_`KANr6(L{(Yx)>N7cOU96m}pw?0VeO_S@$}%2$YT3X$NgX9L+MAw)Nc1 zEhiz4>s%Yy#r*4i!8;Nbk4bzN%$guD7~TG)@~HwN+AcePvC+f96TFh+h9_a>oyM|Q zS)_$D+ zsvGlU$4{iP{tehMqXOfRZF0QH`miYE_G7Fn9(qXKk9NGM#g1$Hna*xI0}GQ6Cm-}u zu_BuEEn@l@4895cGEwmg>rOwqwnr!g#)O9Y5?PF}t6|dW;iY{z79-28tvK7zzu-#i@dj$_}B@av>2hmktetozEgg2;NUK%TxwXOoXk z>m2a<4i%SP4yDmFkgD~zYro?%7WJsg%QGnkH5#<+(3h9_oB_*|ekRLISD^9Z2h5OPfq%~b%Ab!YBkibRdEOKW=Ywa}9ZOw+ zV$&iv|DXkW1wCY}cZwk>TQ2JFUwvfTsL>t42;LbnR3=!6tYTdve6? zS%#Cb>2q=^RV56DnZImzAN+^Z>%>&w!w;}^M(59ina?mHn;}{M*bYa{4!M{55}-Xc z&O;`J3S+t=PHwD4IPd<|_@=Wn4#Uh()#YC>c<(%iP%JxErfl7zQqm2Rr+q}MRy<+F zaBHpPfFaNvPCPia;0NOm9v&;&wVA&g2cF$>xrfbWQqS51t)OSJBqPq}0{k<)Hj+*o zf~jqjc4|JV*yefu@fbB179KD>a*eCU$*(tLg=nl;924rhD~Jnb><3@1Z1aLCQkD~R zb>Xn0r=0Jo3JmpjWMzBjK|X)9`bfv-xpwc=+mR%StzbU0)?k4Ytw4hio21|spR4TL*jigzDe!a@-#}-c_0J^A1d6n zw!H^qaUE~_nYY47oXdyZ12#B+jp@L59&@O}E90$ahk@*C+2p&H3%}{=#$z6r;e6){ zslhvfNGUDkKN7wl3jQjJdH#13+K7J9iA&#MmDwuN>Uty$@3S`-&Hat7Jw6WzkB;C_ zcG71Tu@s=nSd@@Pop81&?HZ>U2d*vtx+|y=gR`a@4F+LE9JEv!{_pcmD6M1f6XPwz zWtXaer0XAW;IE44>COx!9#)IbZv6p%NtRqfNhL7!#_HYUN_!YzTMc`ptOTWtPgw?k z@Iu9#$;`8ndvT=xdljME3&wjz$5)pZu~+N1u9k%gOq_IyPLBDGExYg0&xL71R&Zb# zx9uA&*wuLXX$1o1&56(Mp2e_ournk*h#eLavWGoHd~h{zyRT|&8G-HUmXi?4g;8tmM-nM!&`gnTXfmrnq7*yr@pB$n_L%QYbR=&2 zP-uXn?I)lubT#hUxQJ5CNkzmTz=6Rhdt5>EUt%g zpfGKx)y_*hah9xHwc;5Di^4=VM~ck!xy3N-F&ZTi2A)jfdkGcfI-tYg(nm)p++VO75 zP-FOa?)_-)_F3rZe(c1aM8m&3A4xb zcb*ge4GYmrqjoMwaIwCVhH=G(*IrJy_P z`%GXmn7ZeZ)DM{LDtgRrJA*Tw9_{h|Cy{iR!`|q%Jd$k3YsJm|p_7l(r`%={`hCux z7$CFb;MHSMl5iGUe%Bq>G77`=Tn#rK%QG;x@#XF>2OC@(EIao;l$*2}sLD@ErAN$1)V%&?Ccyq>s*xsPxQll@8bw)b3M$cWq$->CP=54My&3KY*p@ZV8+Bc3>}?(uu^bG8`65n>)p~dH(|A*yJ3G-@E=On9!v|JoV~# zF7keuE_e7M=3xVUFWk!46jiWzd&v#XJbR?Q>#<_aAHc4mhpMa`%+O+5aQ*VO94v8I zFIf#Z1D(wdyUWOou-rAvvm_yeL;uxkpH9308+_JO_x=(b5Z+FV><&QMd@{r1(c3U3 zI3@mfBa}#AIJByk6@X(8uLMc#6~a!s7Xug5e6W!GGSBzo0c=pZQ+oG>3uH|TtCqYq z#KlFyopoi3u;6zm*(>ZK1WdUY6V2^Ojkh}tXn!<2 zPxy?H3E=&U90rv35azMw{Y1u)FWuQC@ld|&Ys%}btx(x%!!ypXiX;zynyHp1q*=(2 zg(s4s3w<+82Sbpm#;H)}nSkXt99+)`ZF*W&?y;UrzX=R3!;b`ypU0}ek+F3dgek?~ ztpaPJu*6%>%e7SkmMfT+6ra=sY1!zYdvyUWt{Z96oead5w`{TdQ%kY$^q%c3(sJ0h z7D&ha>kLNe4W*ZR9>kvG#~v^Q(v2k%c{t9$Fi^gH_@>rFU= z>$j_rEq|J|=La8j$#rs^=W>I7_cv0ufA>P?(C&mAy0x1;VYk=Icm}&}-a9w?H4f)r zj7CcoslurFfY{*1IMA+U5a{k6B{E%UwOnAWh1trFMdB(Cv4d(zJ@+#k`_ta8Bwu+A z%Tp}v*|!^E*f{mu1UUk-r4sMEP~&m+?&;}8wg#NGzi_o>cQ%x9f3yExbOPrW1PLPs z#yIJ`Ekc}q0OrnXCDQ%-u<2dN5`0>&Fm|)${3n4+IHckA<*BtS)K;fjE zkljnc9DZ}%J6||pX4|0miqI-FDlLf8G0WlNo3CwNO5Hf4A#f}vfeuDL8ixK{__vuu zkF_%{?|@lbyMAkTedy8Kb7pvY5i08|lUSbagCW;nJbb&_V13&G<~OAim?^UM?P4`XR7_M|1D5s63XU% z2C-iMuTEuJH#A5*{-JBV12^(dy_BcWfM%JK{UKlshe^4MhHp7xs65mD)VuxA6bm3!#qheOQe zkqsYoaWqQ2hh?&v$XL8(KMU0kW+F*NHm~)tGn2DL#+3z0Rdg>(8JS?LS(l$ZRSB0A zIJXrrG2@J!u_$8?g-FMe{N#7a3QW9@Qm>p~!NnA^Zt~j{m^9aIXV>_Kb!1P?gEvp$ zXW{MEE)VCRNijZ0oh}r5uTNxG%2I%`?Mf1Zp)w49<%`Q!5k%UakBvXS-vwG*XV`&H zi6r9DLo2CEB zCW}BU|KWTIZ35Ort-Y~bsmG}ZN$)a?P$ZYiDEm2|hm2=iri9JvaB<5lclWUwDA1Ql zA1xHXo(bQ0&Fh6YV?war&~t(@1$(nZb;O#CI~Pp@dLVu5w$>GE1(F8&^MrVQ(pWsbY50Av-;8w zjia`l1#iY-kbi5oQq_OZCUc-+$GzV$D>&sf+7XEDqq_DB5|Ox=*Ld}*9UFoE@|Crp zNA^LfXqeHnV^TPKP)X~w;4Wx7`s&U>$q!i9+p)aD=7uY}i#|g}&OoiW!?mrGA3EYH z;z!tOU`@BcGjy9X_HJ;PeLofslUE5{x1C~<_EyqYXwDyI8dl0RUL1z*d)z~KH5X_< z?H({1k7KP%-x={22&5}ZHYYN_;b2AK~b4VE2bGVVW{@s;s9%lNcU$O+gz*sqz3dG@@+wTYDWQt}cyS9yiB`_>*fQm6CNaA^MPd&;UOBweroAqm>eKJXScRnZjOAFpTb#fL~OR2V| z<>3&}ki4Z)^%Km+Mbg*sS>xj4_ZJ!2SYT~#_r6C43Ao{R>`m)aZScXR8!6it zf}Hm`Z{~u9IULvqGgnrfyVvcoHe%1WR`UbU_v7l-e-D~qiQ3GgvPTA+Z#9-PWt3uv zx1t@vvJb~S;w|MuuH(W5?rTzYFJQT{Klm(J1B;Bx-X8Y42TOg8|Cwa+ZSprE#$c2O zDz`p%NY&YiwY$}7loth{pZ2-lDmeg~xzDlP`t$~d-Gp>RWZGcu{Y;*8)LvX(a;^In zeG8`sXFnw~*5k1CX)9|VU;OFek#mxX3}iV!x90XOIM3nDI&Reo-CR1_FV1yu-WToI zZQn;wFBdJyVABfy19n08+8%6rM(rt=b0N^5_#@3MmkmY(TP}(5S7Ch@L!HvmE?Cau ze|TY+6}B4rz9XIyhF+!;jZEEj7~!+J*h=0Bl-9GXHI_b5x6|e7gEOTtA(^SGF4}>a zVroi+Lqr%P6>jBD3f=50W@0Y81*B+|w0^eSzybF^N9Rv6;84~6<1T-LuwQ(sbj$G! ztO!d}TrV4fs>C2ExiNd_&g=@%s{4SmEm1CfCt@)9g@Qfarr>Ol^a_7d4YWz#IA&Sa zi1mki<1`G;;@F$^JW`?_QjU7mW^`~7>5Lxq#EkHt{;c#nBSuZ=!KzxEm*PeUj^1%GF&!P2mqS8XqFpSEk z*M$E~g?^);zZLI2VBqxFgN*eq2u(LP`6+slKvx)i`_X@)n4lcNzI?q9Dh2s8SCV>& z3`ZHPS_|uN&YAB?L+N86$JPooTYSKUAg)JFvD;wuIe+xIc}Z+@Zc&sEBI2abxp{_E zO{DI8WVdob3#Zt+y3YwQKtnc@|9NRooEWC9-?)*1y$4y}={_eA>7JZusQXz9lU+A~ z?d3n1YJI!?6rmo{@7~jRcG?KXWHXY2g7tuO*3PGZ&5l6t(7tkxScHR)rLpue z?LwO24_svDuH_?TVTZh**3hsckwN6F_d)emY+JVs7du3UCIaYzTElzIizxvX z*0(4-$8*3GU%YR8`3o$`K9_drO+FIU@2GQEND=58gSUyvK859(5w4hdCCK_=^*wfw z7cx~pvQRf#aY{^=$Htl!x~Sh0dVh^0b$wjg$AT5B4cfktRCWM4qE9LLdm7Hx=@LJ+ zG{e9=>-u5VQXJdi?rrX*ixX+>`q`>NSQ~Q2ojUBQYnxzqrY}X>nD_|+=(q=&O@4svE!lt(l&FO5O(F`DWGZG(X4#>2uC6` z&z}@lgR)+}8xhNsI3Tm_H&?AB{7lY&zBN!2nhhMMtoAL!OvkzehLRwz{lh)#EgdKx ze5rn=c@&qpw^2M*d2#Vd#>oL6b{zPoB52AWic+SU}0LlK8;e^FJ=J7}}OY8iE zwRVd$dNxVW{8%kg?r#?UvreyU=i219HzF1uJ9A-8{lIS@&fS~Wb>!T~r^Z-XHha0( znH{OG-9NEpP2=1@o3>9clELy(vL~OiHVzt3nQAIK5m`oO&i@fv#HE<*PjMj!V46AP zRHS4WkW35{G9?XhpsdCx;EFc1W^sAArqmMYIusoF&OgV;rCj#=jJDtmU**v&#mAvi zTj=Y#`)6Qg&4Ju7JOUdc74!w~mT}_mFk^R9HPSv@I%hU9xmnLPrEjI1Je{^I^T<&J zR)0t-7=J&Dvr*p+L)*6JGl~D2l;BMuCgQl_zmwZ|BpX z!Fm``y-2-mG60=3502Ff`eDESrF*-EzT)7IvSWX$nPKk0{W}>a9FY20kxlib6Ijn% zmXtR+!fMi0#p`u>Fj{q5#Eq*C|2YfFpUw`%&Ziej?lj)R-lN-v<^(tSagq1G-n^OQ3%qK{JOqAv4wYR%rd9#j^muXcNZyl z9jL$a{@bUMhojdWIWMSjAn^cG@brOIA|0RSwoJB@(CjI6m2ZO{>tFq5*^_AjbElar zjrJeHevWR5z3%Nu?e+_Cs`?F`4>&aTJ8D9ykw<7<919GwYZKx;PvLO*>sPs=-=X?% zSYD8O0g@@SKDHaqS;=f$g2c$AHzeL!>}OZeZ1k+dnoBQ>oZVLm{}Ixo`QIqP zSk&p~-(wwNR!7RqL7x|gWG4;hP4~jWL))qkTV#N&Y-F@6wi!E)lr0;4dxBk>ZogD! zCkXWNyY9}Yl@b`uq_k%z_hajoRRyLIR_u#ETipTUxLE%n+RWx7R%$zK<$IQd-I?|J zl3z4&rvJhY$8Y-}uq)Z6jr0I=SkfP5o^`~T@!&`vKPgx^$}lQ6ABnWany`_bbhxl@ z>lP#BTR5k6^V3JM!&s*pb4y|O9a#KvoijG2Y#@YhOK(4b;nwKCfcSs2r)RrUodNS076n(_rDV)?vMW z0x-i;9L^ipg)^u3bY6;~06A~V@if5}tgjEYoG;0Pj~4b-ha?e~I5aJ}%C6(Yc_Ah7PZ16Q8@5tKc_t+GO6~|d0%4I^M@YS95cRX-%iDTc# zoF!QEZ!ve6>D=TR)e8Fs5B$61+)6%C5&O-aS|&e#2Wzy`vX?A5pxjwj>Dj$O?7Y}E z{8S+U%0srNh%}EuEm7xqm2WwWd2Icj?KTJH!A-pXWtAXhe(^6!?FuyW+|GD%`vMFO zO-%YeT!HD+`^Sxy9Dq{76e%6peTrhba%rU9n#(1JvO>t z-cS3s-JNsK^ZcIeZkLW12IcfyN-B~epMF(Z=xR5PG$gzwt!&_&g6z|ZvNO=zM;COP zNgVsX#q(GZ4njfhU^zTj!M*`J;z61#w?BNtwYjmc zs)G|)sajdzLjM&hN}>^awRNDIaz1&7_6zKAdXv;1U5A6CACE|}o&)kJi&Du`JD`cl zS+eK-8<^q$@W7;74Hx(h^S$`Df|QJ6{RhOWFj1Xe|L6S*m zUyZTkQ00&KSII;wU9shI7Cq?wIh*9w(+$ZX3-LiGvT=!{?XON96Quq7IYMTA0GsJ2 zjyB%O!nCx=eZeYcvGJ&B)%5HD_BB&ZE%R*P6T45h^mXfi^fKXj?5+ne;3Vys-)e@x zx30fgE7pRMrB?yJ>^fmkInCRcOA&fI?{HhcI))o!rWTX3Kk?bbz)h{&W&~Qc;D0XD zYPhP;e4p3j6xQ*E{h;>I!ldV$)fH|m=zQHNN5teeB){K7u5Mij!4| znT8uRI4E2BuYN3vz_xnrP2ucbnAGq)%;!%BOC6?h6%K`vD}DcON!DJdWiGSe&o6)$ zx}F+ZA~kNdgopcPiojAP`)HJsAOt52aqR4Hhk@bKKOAm0W3ho2O~afobbk@xZw(!S zy3U{sAz4ZEUGU{_*fNCn%Gex{W_3*e`Ol!9@jgxwPy4tmU4dY!ony4>Ed-W0CBc@U zZM`}<^mlLJCRRRw7eY_14DCy^PRd=>FzU+}Te;06!`h8cv-R6xuG>p0CbbL5T@y!F zbz|@;``ahg3;a0sc|%6c<`GO8db{mclEc|vv456wfRrGOK27amOe{)hwz_Hu^P|19 z*55C0bFDyDDSbE0k!3sFHzlCs#ierNc1u`x%gh&OvxMny*UsNRI!t7pEYa)~QrqSO z?Kh)QW4JIyL|5@Y*nReSZ>awXD6;;K&Fe%3&MOV1UD`N^3(wOW7?^Ca?kw~4{4sW% zS5uUbjv0%)Fw4MQrj8YlJ=berrX%HZ-P!mf{y6BMk=^N&gaf(;=|ksVK(Vs&gJlb4 zoceXS2cx8+aeBu|jq7VTyyT$YXSyFd-*}u>9eNDC_deNIkUn5)>@~iw&jMJr{FJW9 z`8sTh>!nmay#O6g%|@-5jA4Ui|NPxxp-*|p$^Ot`5+7{ic*S7+=GZpzxk^ED}t$;sj+PHb+DO{ z+?upJ1FPb<#e({Ip}+artHasaP@3nLJ*~ltBiG3Lxt+6Nut`)g&sz#+m>f<0*@rRr zWcyQbwu?|?pYh~VL^5<7sB=E^&l^Xp7ve5mz6+Zne_qJk`3#%6+A^o>hM~(n^s&yq zDI9>*bVtU$NcmURS;*Z>pxK?vvhn3Hk@`v6$e%<@nAhlAXN1VQu?sf5XJ%eOW8P<;Jew>WHorGOTV{&`CT|7L4-P@ML>%wu zKxLeHX~xYgvlrLTzbKm%zKT5wBt`L|r!XgSvSv7#39Gv@Z|=k#oP8b@pnaPR1q^@1 z&m>yoR6XO@2bS9C-T33ft%7&ZV_6cb`R*_-HwS+?buJldsf<)=to@194#|g@^bcXn zTe&wHG3TMN+;Z*k^$-Z{i!>{&t%uF)uNEGLQlsZv&Z|n#XCU)p@znZ(WgvZieQ8B$ zJ9p8w^qjYw!#NtMYbnW@IJe8;`B{D*T-jvF&kIzCQJ$Fg)R*2+A^EtklS3S56tQLB zsSxbw;iEr0<&R_6sP+CcI*+|~mu4+5Y{I|w$tt>04S%^o0$QeunP>(sQFDS|Ue@bnbfTeovPORQ+EjR2$U@bi4QpquTf4yv@f1t>;X* zn0_Haez|FzJ9n7I5qWTcO~EU2D-MT`6y`UDG(eN^`?K#}cVOq*y0Ng?t!=*=>lR^Z zz`ppD0J(xF7}5BmRVP}Evys=i4k})P&iy9^KTe4t<=_QL=ac$4X??Xev+DvhrrtOI zo+b{I9Dk7phcH--{uMf~mI}+9`umET-3e3*Vj?v$x>#p*zgubd0M1cGMO`_o0K{ok zYL!}H9QeR~bLr$M96K!PLmywu*-s0wp*n53qcaBQF8;kSkYECX z*+cZvJU6gIzN$Nh{TWbh6CVDyuEm@~J2GuAZ?A_OZN*oi33ESPRL&^I!q$tPHt9!Q znEA1F(Cjc53_HHj-C$rOG8A{-aeXC+9R&t2tix-eKDy#@kWnty&4`>S)nWyrTl_2W zj?>T}G9>)`rXS8#Jf=B+JQzpITZ}YVcLV9aTNj_OhahR?XWco=dq{ruQIOx8guy0@ zkKq)Nh{lI|3*UC!`6rG@Q!_uZat`Z7fb8{N*pTq2} zR}{8eZ*e5<)9`xEFs$;+)~R-0!4?zQ=oEv`F#c5_C^mTr`!#A3>8!_*VlQYymmG%V zuAAk@nv#)nXUc0I?-p)+;&gUp{ST%h)5!}`&!C{-nKz}D8GAwlXW!f>!pJUG_ODbH zu(B(5mlSgq5WBg}h3H^Cq20N6d~XOs<305pwv) zqZTl9Ow(ZS84axN>`J(wTZGMGFu-)cl0ZfKVv&`{6o?MLWCz*0u=)OEcqoTCRtmZZ zTQuFnK2P-=kBi1Iap+S`;_N4+td%#d-}-^`---_Ho?#|XEyP9o|NRdpwyrRK9Mpta zl+U!mydeNb=sjGma+&vg~|XwP`*<35When-lBMv2fzB_Tfe>rAp@(Hn zn0xkX!yGIj-IQPv{f2YzsghqE9|N*OMf&p_Z7^Lod`wtY1*VignO;5Guw5_p%&sZK z5?}etJm*hf?}t;vTde?|l%4#A47B$ed??`m; zS5YX9h<*{s!UZFVI#l~G2}c}Ee|~a&hznkSA1%##V~JOvlO2A9xqEe4#!3q~6#Yh8 zr!)pe0!Br`QVFRfeMxr7 ze&x}7oR%t5aep@g1CfmU7A*9b*tR>V{6#q|cs`pv4t z4u4#5%&_1zQo^!NK?>q+;V|j2AL;}LV9NLxZ9R844E}477kl*_+!qTZJ5E)=Qikrh zo0=<*HqB(DqctqHxsN7%_J_`YqpVZi{IGc9IMeNGWUO<2R}gO70ZCl;YG%RokR$iE zuI4Z`RNohU8=%MxU8gce`KxM(G+HKyBc7>Z_t*)`WZrZfmoqS@iY&)&DeIa)inpM< ztkXT0IM#MI%V5;;!UEBeBxo>A(T`zig~5hK^8~#PSWtddJ|TDl zMoa&TDL=9siX)cqq&0=$%GR9Yvkf||ZhmPqD{hDN_RbA=sVt${UAiYQTn+mLPOkoz zTY@*YboQDK(BS67${%;0+Yo65>vUD(Q?~QfWXkRTCUA0+z-2$ng@5{5r?2VUhFJ;O ziPenVFv39~T(1_!tK9((fj@hpPg0E4Ll1F`wxu_zC}^9%jt;r%ynw2jG~t~cB#65f zKL0zR5az-@tc%JyLsH%sl&BDbCZ}l!M=b>GqjF+G?xCHgw;X*XB!hC*dFrmCHZGHj!njVdb%qC>-bpfzF4N7D7;wqN*YWRLP~`?^%& zn@tS@Z9|AUcfom_6xk`G{xt_lpQ$US7UZz@zziS5NEQst+g6ERG63?o$O@Hbb1*1C zXG40_MWAsv&P|Rzg5_sy-o^=d!7%Nbk9A`+j#b%dGtHah z?|)?b`nv+y+Uh#4rWoQ9Ie}1mGzc4RP$V;STyfx!k=rG&MOQZjXHs3>#>liuTNemgSpAFO>>Gi?uu9 z^cfl)(G+s47OcY|yCB~uT7sC-zAIi|G9RY*UOiWDa|Zt%v^|y0?+ooaxo?W!tl-dv zH)=9rQ&|0#Dm9~}7&o6++C3vK5UHDvN=aRb!c`-m)S3G?VI$X$NYSfwvvd=?tPCClYA<((-kX z0|x{N9EpY!*zuL8JC%=$WAWFz%d5ZS+lm!uq6EVtK!b%Flu}{TU%%y+Lru^ zpKVfMf8aOY+i~`gxkrGl`^WY?)a~)kO5BMQG6zS_zI9zPt3#iFG}cb?V2%H_4q)5A%l}hX(vT1yg^< z&h9>$g9~)@&#NX*Lwkd!;92u?NFFe*bEGB`siZO{MHn}6yj*k0pX$+e9v0Y^=%+Yt zV6ec%*AJvw`laCHP$IpY_JVSmGt3F?Z)C9kj*VlFg8x}|V70%B6YKpvoEy7ypYGNu z&fNdXTfD;%rbq6*vtg9S#iJ#DE8TYq)U&4FGiuUt{`ZfvY|?+QY@Kvx$C(dM7@=YP z-Qp2abcg-KF4{odZW${;)r zhCVa-8B)4VJ~0fMAuv?$7rS6IgY_C@y|Rm=nE%(>^Rv1lkoI_YEppSquz$w5!^dtQ zRgaz>9&Q4XN+#2|Ump&Azi=;^ew#PfHa_yPpbL`Hx&+g-K z!*vaXuA8|wut9Ti+56i)82cLTap`aaOh3zG_l4)sq8)p~^kD+5nw;8U_16>&cj#4U z{YMRRpE+_qKhFj78;{5G+xe;Rt*`Ngs8wvSh%xFglY}wD$5#$r8OPQ2jBiA`B?3L| zzLTxV{y3icuc3O(0*9#2p7YV5#>T0;X~+L-#-h>pjc*rv2vqsjf>{oN&>{DmJgBh+ z^9~D5dehc8%lXA{H-kNr_wL&2`%(ufw%>gG2EOCV^t?L@cQpw#o-Kn@67>WcyKK*w z*W+RC+&Q}X^ygR-mF>3Tx_~JbzUD(IE->h!pDrKa3sb$ji(~YTeAy`ppYk6qNK0s)V8O zZ0EyZ&Ty=t&zffcyj_nSqA8^j2eA8J(nP*f*0zqWi*wIBhJn8PKU8#XIQyWxRdYuO z78#b3)rTJuXx<5je5iei9j?sJxTQ$2{Cpwml)fMUOhB{0uAWIXIs9=Cj{V0_&>edT z%SAT(KMP*M`J^qlFmQ}Bf!lj8Hc9u29=Wwbq<$~t zISDf`e>mdFQA%zGjuT-_t5Whg#KRH&W6sFA4uF#i(ARRh5|p zSbW)Ca~0l0b&c1dt!#0~T{O;-^W2`Vq&V3@FAZGeyR|RNPY>pqS`tKFgk$@aU-G+aJ*_4K(2o?%|vawVKVP5C?yIg_hFt73X(-TSnE)NQSUC^w=qCE1?VkJ3jjAp&z z@_`ZC#QBu3>vF(IC%2_-4HXP;GF@{wzXCV^DYZr{v0>(vvZtCsIrfb|3*&iF)qd31>i>(0qLzf~*4Ip2GWDNZina%n8fzPAy_uCBH1y@lAQ ztlb1hdrdgD zYWBmthrr1{nwjw9Mj{9IepM`cHhPC#_6=GDuOA$KBm|_}c2oUV`L^}=GGHV*c(m4w~r zz`m1Fcj#8sux0-aJL+oz*mP@hOyB1Mj;PjhGFWy3^`APj$v~l6 zy(m$~g1O&mXO5-R!J?KwTvC$9RlkU!8I=fFq|@}ZQ7XmxcC(dSvsRq__E1kPU;;Pn z*d6U0c(BcPQ1avLiEZw*&otP}L!^0hL1A(LNBrF<2KdylXp8u?`{fN>x>M`&Ron)~G#eC@`&V$V@5_I;zez(^Z(UCQ zTTL7|amw}7pG=(C%Ich%w}d*+q+_op4Iq8bVBqUE3iKVZHDSfK*#66iU}h;aZI{_ASUXbiH$A)!TlNksyn0K- z-~Sq_E`8eebC*DC={tb4@SSmQo&u2HjqLF9R{_u3nxB*2ov<#(6Io^82IF@_mG+tP zVt*I$_3vaI7>?du;B$5gM!h#||5_&ED)DaT+YARB<6nx14o^aI^v2n<8Cx(hzi(fB zRxyE=GxzG(A}LskQs}uSvLAXs)AfdyRuHHnC996AFTlDwulqAjJ6zSEVsM$b4sE^t zeERVPu&iiryOS6Low_q(7j4IIO$?OjC7ofKX2q#Jgp3QCJeK0JTu46E-d|)e25}$B zBb!Hsak4Z?^-scYm~&Uu^^PMI8w!hb5t zC$7rM<;<5`3z5gZ@@<2QMHn$ zOGr`gQ{}zlh5uw^IsT?)ge-g(2-8!KDD;y)rQZL)f^Ac!F z?pJda9tX5_myTIchWVOz^djoju*CX0j86V3QcMq=cc_TQIp^Ch>Dd>dkOa$r$M0_%T1Uk~zI#hJ2KiFf->;Q0N2Jd3mP&})*g=veNBg9-C}i&il>o@ibB z`$H)%$sJI3>zl!bpDMGn%)7CraaFX%wG8`T4qU0)+6_y!nU#HF!SL@En*wQLFD^DN zR{7($E_odOb=>(ObV&0kaOA2W@j~OwyNWm1cS`ZJR&xzbhDm;+2%N2kKc{(xI&ZMiRsKf=j7k6&R456oKjinFRwLHT7d*Yeo{ z=&s}pH87ON<)|H_){O69CM!($edY+ZoNGC#B^wVdrLm%8C!|D^jU<&&c|3UmHg!NW*02`1t0xlatmg5X#QMc8^I*X z5WSns1dKLX-Zxh}hSS2|Llnq0;N3L3sN&-ZQ}bTr z`>odxM3{ip)@L(}eF{s{b@fK1SRDM}(Jw6`3LEyF-b+{8Aa&tn9=EzZkneatOK_>d z*=h;vmh^fUdh>Hh;4=@7D~{bGb#;NRblkAI(qc0Zjd^qGseyvBIG;aM^?W!PYpu*nO=m9Q+#}x_ z3CO@1BD*+6GaHL<^X9UM1z@$v`-l#eZ65Xib1u4H07*B?+;Tn7!*FW#k#8zfII2On z)6C;Fkf?_;jrLxIw#?V=;uD@Y>dQK9kL<8sgpDnooUnW~;n}yYd|37G=2Y0y+1By; z21x@oZ2nJgSDwHX9RA6XlcjHgYsW=3;;$sb#EBq&d$X%pS0K9fCMyMIoHrwmExv(a zzO53kdr`Qd!{@TB>jMo9f4=^@p919-(U*&dIG~^BaF($0cHf>$KIw@qgvox1n7>aC zZ1edS>zPz-m=p+*n=?3ueWZIGXp{uok|e<669{wJXO#G8?_)&1y=CFTICe<6e$PAq z2}umvxGR$%)}!g2TJE%A3E_~a)TzTzp!S(-KY0PmOciMrZ|Ora>_Q`Mxd1`K&p?)4crL6ySGljTX1_|LW>l9ay$>o%vEPS82R1o^&5 z%|U6XaO;h`ZMw~kR^M$09QCn?OKn|fzY*k*l0*%6?Sz8phy$&ChhWe^X0e;>1ikt{ zW5T)HfD(Nz*49T3=1L!}iy2tMz^A=*WaU9@stKqT5t+t;6mOMu2`w1qzkW_>@D&y$ z9(~70oll@P;hUv1H-s@-7nP*?n=q7DWR&%&0p{4uE?RoDV`s1YiHfX1XiKw7`|O(m zgQt^s@k(y<|Dm4igu%bCJ}UHQrE~=rTvELwB@Hm@)PYwonpm)H8Z+!K9fNhHz*vhh zBO=w;zYU4r71(K#16#U>aYEd_!6=U%K1ar!dLgNaGghtPef(WO4t#k!s8R_?PDiXK zSr>t1J|{O>bqz=F7?*mNj${AD3jQLpC(LQ2ty&*tgmzaorfK#x z20vxP2sDK)lf_|*k9qM#kTsHO=g${t?t}4L5@LRj*O5#m_^9#G2WTNRMVwSVf+X%k z7i5zBh>RY=51(??VzaETMS<`Fr!3wS|r#HOx-~Vu7;d;$ADb07DD+vMxMIhly`FyZm3>fW_=6;hyzT+~PXNH1THz=1c~U zla;PxPLbjtZ7Bw9C_H{+QE3{>A8tO@r#X!4g8PNc#4I55y9Hl_O9+9%Yh<-_4+G}^ z>i({Gni;3QKE6|I&o}+dinNaE|`-@I06Oq58qHod@ zDg!5rvR|}gkASl7iJd_(sVm?gWZ(|{LeZvDRo`&r3w`AkK}W2qoiXxMXu%@--4P<6 zvtZUda*Ln31)F@NRPBPKasKXE+wRr>fb?6e_Ow+ZjQ%@Od$Qp2|NqBrr<2(t4CRk< ze-N3$G@AKPl~^-q`S0b-JH1itbD>fA==~8(-=}2=S}tIN7ELB|_9RZzSVvmF(#H8$ zs#nes`f$XX%T{Yp8b{anHd%CSL0@s>b~I zgln$Zyox6xu+Puw;NTP|B=b$W?h4z5b61;g8lP*&n%-H7H|jM&>~@vSTAG5HBSXEx zeo;8_jE*n;j2rd~Y2H;d*~Ii63eOG8PT@jk_s@ml(=Zt3tT+5M1qP*`JogW}kUaKDpLR+T z8(tea%Q3DIXon8(+}s}wo0|I-`89d5yVKoUG2ra~zvntUP~QYYX&$5FAOS997^rp6+Wh1I$&2q-OBXY7ldZK*GGY$;W%g-&yc~!_TEb`g z7#~7|`Q&Ns)(rv`OIm`D`wR|VSh2sn@CC@H%(@P$&f>C)MenWiFJYM0J|AV_Iym& z@mW+4?}mxWa#8EA_o3s|?lO8`BOE-fmpGF+0gJ&Zo%-f#Fu5yrL@Ui5`>t)O3#!Z_ z#gI{4H@F#l*B8#5Khq9_`xMh#x29nB1O~5~&%of>(|K0@<4AHpz&xuVfOUWD^CU!` z;;>w_)gGrMXy6TINqnmhHh)$9?h=b(ER8$T3R z+DRq}eDmVmLyQAG<Lw=!#m$%Thc#Q`weHToqx2W=o=#}ADi%7wa|eH`77D_uD4;S>VUJN2?MTtU^Hmv z^n<>|Fh*k=Jy`r0V4~Um8_NzKC~q5=K=QeTjKin)!}_5aVcEaJFqHaHZ+JCk+gm=oUHAHH#TBNwv4hPj`+F5G&^EaotU3kXMpO45*vEruWlxp}MaOa4 zM5%mJv;=1SAMvuVWMFHVcm}`ZS4{R~k4?8HV@=~h`Sy$3oMpc(P?#403uWfIf_uua z+*7t^AEzE3B(B`4q<9eV)F1 zO#)_nc8FaTDubaDc9WjsGcdH;z4Mr8JNEszr;_$353CP*pQit@hI9V!_vCNq>ACnl z-6nfDaAl{byj&4Gv?Vy(N$k6UV=RV$h)n-5_H+s9b4Na|aSwa$xH5-JhFmjl`+A_^ zQ^}LVvotWcD|K(hgEO#fzW(yc>66ga61{AAD+DU*E@l3>fG}|=MCTjQugBoDVmSz49LBZ%nB7 ztt7zEtNX;>07n=M{>M~m6ASapZUG*3|6sjNYx*T4KafZ=7gEc&=iFd1Sc^FTR&Ggj z$8@X1zzxnmC3#2u6Oez-sizWF6plH`F2!NH>8%|{!`h*5mt$d1_T&74J2TcPLqHk%rZmwp1f@+H5wwLuI1_Ziq=mHx29>gOLhQUsLop1nwsJ|$_gejVn|wN6yjNx}j>;Vyl$Hj;j4={#3I zgrS#rKiYHaGW2+;HAelsh%=%zhx*-(u)R&ZEV)YtmtNi-Fxq<=Yt@<(JJwR6M`)MQ zJ~YDFM=n0X`;}p2jCPp)zX41cICozwfge|n`LX75nnTZ^iq}ocW$Y*()a1_J593Go zQU|D+K))ULPxc)zfwa4_@50X$+j{dsHY_>_N6sFW=4lMZLh{TTt<1}?iL>m@9ZE30 zSI0=fM3G1@-gFvd>TzQ93(qkoby!r_yz94FgTrdZ%Zo>MQBhH`Q&DlbLW@aPh3w%< zXrCL;*ij=1Y4Hi{O$xW6dPVvSL)Z`&wQ-ypDT~MYd+}SHuCXxOvUcx=i9e1Tvq$Xk z|AzCIZj37_%wz1xa~73TmM|%0U%1j+iXd0q zRyO=1P=yA!8GK8@e&cC>+ljZ>g`Bd#A8`?>HJTo1ihYN&gIo1?Bn2=v`h{@t87HhS zb=)D;9|g1R>Dsc&hHA!mkWML6p%F2CGkbbIhEfx3@hY4BPK z4v~NH?fz*BzS^Qm(n0P->amhgSGmhrb#+EKF*gQ=iwka_VfYG_dkwa<*ndO)+OY?r z$#CMe~fjL~DTaxffn8u1%*P~Y4USaF-?FqIN0+6cxXAamhLAxK}+E=dtSPbGx z-+iJLCq;CpUN8tlhjY`vlf(CMpszjHl_>->9u3i3N6X=A+KZMm`M0rPU_-U%NC~be z*Y&=r&&0X3gAsk-&H{Nd>{isp44kV;ox9tT1dTM86;~fPKzE?QPX@1RuuQj?F$FTA zM^iqnnd}CXW5?(&VE{DVbD!3gx&uY*KbohE6=B$Hv(bESCq#WodMhm|4;0h%v^M>9 zBt4Mn+H~HD8;N=MD-Ps9ug58I_`VN%U;j>0rap_yQRL}Y<8LADnADT{sLQa#BzZ28 zsS6uJ6tCI#l;N_yn{WN+5U5i)In$u-kCR^cdWyS`Ve=nl8uG72^!f0i%vg;FyZK@- z^8~(u=^N9cUfc~3^|XC?htD7mzFhK~uZhs13^6BJ*(}-^+7$ofr9-NonxY05-=l7xzVM+jLn1hi_cw*~O!Ulj4lB<_kOj!c8I{xHiLuh$@3gJ^nMI%MDQYl4J=pvHxF{Cx z6BPVari|U#@cj3S3qZMWK1|`sU1-klxmTQ73x#iYMxG*`LVK^8A8EUCAV|Z3#LL=& z%WS3}jmPz%!#nJmZlDZ|?8vxsDVG+y$&O3^iO=A_<9m#&N_;T!c>d+R-|95)wJy?z_8^iz_h>I`hZbV0zp~gq?g17uq-ad6TX{myFmK zw-c){ZIi#m9V!STyj<_|=sv>m(+f2^`vY-~<-w)(m?PMFMt`09*$W6>&85-`Qo+eX z*&;V}ISDjb_$=|#Q7A9%uQnPs!*J!RB_BK`u~JKWddR6C$Q%KnyLSn;gkNUfmf4(@M(C4~{S9@#_j;%p3U=1#1+5URCd zeiZvxBP5T>Jwo#Jb5cx%QS3iSr*~3j8OVlWUZ$m$*v!ju!gAvl&Nb(syMF8>R4Wju za#$_!Z#8>5uiO~Mab6pvIa7=jW~qDc^-mC~-1(QAMiKI5o->&w^FRZ)mzYGs10us7 zh5f5CUx8!~4~`fb0V!&2XMl+xkOd+(LwUKe!wg~-A_HM=AC1<$Uo!TzSLi&-ez?8Q zlsfiT9DxdxG5WDzXCdd1B!=i!`}%a4ePvTA`qLb;KF;2m5Yd39wl>Lm*_$}oK*#Z!%?D-%ewMzE z+6`+5-_uIyi^KGepNWNZ@z}po&7C3j8S>@VKJDRo0Q1r*u8bGRSXULL;Jx|@R@W89 zHf_uBFa2bhY=i9f`{FCFKlTksx2vsugpY0eDTk%EY$LY+@W06?UWFtALw%gr1P-JO zmY)9{0R^<5JAC$@gq1VzMLfsPVc#(ZQm%GChHD(xx$?b-NPk`fmwS_N`M&*Q^%Z*j zXxYXsWRVJ#y&t8nw9Nwfj{m;7XD^V<_EmoIgCNX^l*mRgr$Xb;(VjHxS|ZhJW`IIiy}j+P%5HJ z%%nGkNgkeC>`am{F|Wz}>+peX|5xKIymc4ba@O-o%#tBTQGM^TgI{qhJmHnn4g(l5 zE8j!KDGBpJgYSw=)1aE^^SjfYp16?Gli8BB8%O*fRy~}TfeH1CPC#YX`s6Ku>Iy-f!TXaC!0pppX9vEu1PR>iQY5`8$M zLjk6CI#w~?Fvos_vXEmBZz8GwNUcluJT7J4rMr$^So*`{zX}mgn6LWo;O|+5bN0G- z;%NPmM1DhjR#1*b;Z71BZ|rgY?ay-=Y~P{ue5lqI(@mVZAyXJYl*9&m+trb=a4b{$ zZ9)4)53&LbE*UWu!`kZ`RbE=@*e|%MwbLmXDGaF=7kun+=tbLEp`3Uko&Sl-$F3Dv zGXCPG-%~a0Q#S5yS@{fGA3U!-p^5`fx^ohges=sD&E@@ub`GXYlHVU0-}a9sO(kWa z3pmAG%(y!s8X8M|W&bgy<8tM%vu|II<4jpUr$1{3_QtW$=@P1O?ruBlgA3cdqLr7n zxhetu=iA&TZ@q!B&&M8yCLG4L!X%p)hX7~ATr?+^^4Beg!L!}ftT%BAaQ`Kb1GgSluf{0Dpyr9s zo*UZmH%@lgB7FnL*M949e^kMCJ$nbqq;Y6X9V}pAB%%GmZ^4sFX0Yg5+Og{2iNPnO zXJrL;!k|=J-sQz~0`>k^C4BGwam*sCS!nt*&JN7(GW^MjD;$vwQKvs+x4ndp_M$kD z%2aX)D&f%XNbc|}Q-#UWzDrBBoVci>AN*xz6uTeqeri-m4SjcYJ=fSi!s;!$8`F$m z3ADwLA9Y1XV0eE(((bD7kYSK=<<5UcVcvdt^<8&1OuKVXJv8)$g@o+4pBfI~l4Vd7 z9q9>@f5d&M6<30JlAlY=cq}%gj2vcrBLYKAMm)EyQgF_jY$Gn908P8i*NX(2aO#S) z*Kfu#TshIpFCzILlHGLs+69Jjm?~d=ho$Fs9y)wtQO6VJSd)K8F91#_C)yLpQ!pTH zZ+$9!5muufT$DXziBmD{EW67(psp@W`P#q+E_J!RC{yFZ0n2y17o^hQc*6UACG=RJJT-m7TMsrU3}dCK>QI0AzoXQ{+c~K3j}~Qi z5k`Ma*k?R(-`0oNTxkb=^fgVkPp4&oO(pIMc~4pFHRJY1v!_75Cm9T%cEKu>^O0g! zYnWr#525EEr$H?DD^ySA6&h}05%(#{5ztc@68i@7BdF1pz;d%h~ux5WGkeuaS zh8qdsWNN$gxkD5Jy}DYqm9IBU^r>Dpvt)o}8+M(f?~~B}na`}h2B9K!R#I`41GXaj znM>rKK-=%=-kOjrIJD~D&{wU9>tCeF-qkm8(0XJ|lEMsGksEoQz13)aL(MR6>Kcyz zp1JlXHx`P2bGdFU6aR-%eihkp2jy*Cs+`_g1o zDhdmYnQ;*|*I?GhC0DZ94>n_~infHhVfBOg`%ATTFho?>_ zp%+elWFujH@8qMm*Cr9IJksipCF5xS`x)`9CqQA^@b%=qij5MxU3cs+#RbBDx*i%d z&|iv9wnLjZ8p!W7Worce!GCQJ9Gryt(3h5{PDNm~=jmgN?+T$zc4H;}of!<~1UY9% zzQXZOHA_`JmvG@i?}NjBV;#+sca zW$avhIDRWLN9z6)9Nk=v-8z;BZ7vV%WB2RhCzuuLU%NbAlVeD)K+%s5-~`)tp- zFRM3lszUF$&Z`{!gq7}>oHD;m!ThiFSpmVPIQl>%d@yP|PhUS!x^#8-$6^lw`G%o1Vt#Pf8{%9GG|n&h1R$Oh+rYECq_$`Pq{^X=KY zY73NGFI_!U=wXB}#89W@1Z+?xlo!RT!oc~G&;=O4h1Jt+KCw@6SWx)%-N$t>?;|!# zc07hlyvx^*K3>5&kNf+h!4dFL;(5lD4@hD^Yq&1o2C@5}X>xuSf_00bFKZ@N&}mH; zGR-T*(V)YwO!5^_RI936e)uiUGz-o|$+*JEVF$PW-=i@0tyrMuav+ZXy~xSs%8xS! z_iufZWQ74k^j3}+7mb}@aQ+aj5Ti5HI}Cv9fFSN_^%zaL})+SO{FyZ z5{o_BjUw)~K^w87O=lN3P@XABGE(h@UIU`pl(rX=Ztu1+YKg{$%KS%9Z6jg$W*$Xw zWfS^e9NBv_k_4N#o$mz6^uX+{b7IqS?$Bk=Reywa9OtV3#A^gTL`vwc6qbx00!_Fq zUp-Y6G}<5Ql5$kVk=_k%QVIo#QG7E^MdC2{S8=P-?g~uOa0GhKe1*|7{=1HIoy7^N z&bV?7H6XpW%2ZDugErwE#YK%3Fd)(WWA#;>Gs8H&Rs@5A&9;!4;a#`Wh#kSMN5N~8%gTH|b~+Q_jL zBDPnT7R{Qmu;TEquvE|dW*8p7wR6g91iHNg>bQ7b!}NZJ zS|4|Wnh^U#QNllP;Mb9$ykDF^5$!#CH`ta)rR6NaLF~fi=8MG|+Oj~QwY@HIBnk^Z zr`QP(ZsJ`2Z;S3Lt}v72npH5cgbN#Zz|vJ1#zT4{_{$rh`{V*+)bR$)dRZ^z@x2jB zMCea-Y#I`1AC3ghv&O)j!sUx`FTydZ;-!bEM-+~JUM}gl5efqvvRos}L6~uKRX31F z85XYGG_@CygsC!~W6ucuFzYql$!m53#@9YfoYjhiWw}}X>6FhzIt96^X_=2OEwX;4 zJYEpj&@J`X#XC4>%6e5Xp#e6GKi`Pk2*Jt8jisoeEnHFw4^pb`!b$5#rYB-DFxH{{ zd79HhXf{Y)95p-v!{@T{wTp_O>*jQY-_gg|e~*4^nMMGnIOkq+fAqxFJ6x3}cp4k{ zznj=ayvB*sQtCz$u`pz~>7NxPiH*9?Y%R-TaqCgx59_=@3l}$4t0^ zwBymupBRD*L1XXSo-M(=atpf%LnTb@xWZ}N<$$xE2})rqSAcwBLGiqf9X6KlkMdTO zLK0`d{&$)uppVQhqPd&_4Zl-iA_&oIm7YuY?|7KEp66#6sey@*h^Z0asUHNB5ESxX<6@Bds z%)2fIyBql8NM~Q?)=?i^VvUg>I_C^iVXus~ZnxmP#=yKgdmQ9mfBN6WZz{N2=l1Kr zCRs>3`uospg^MuXS9SiWU?om?)KA3rr31O|i@D>#3+OvBO4{Ac%_>*_V=vhkUn7@I;eNx(Ww@fbG0rBl&Qp2Y=*%Gt$r()9%lCq8AoA>HfK!ltPy2i21v{>(G|e7G@x6 z2n`dt_uh?o;}{K>=T%}OroYdl36$c+@r-Ve(P7 zeh@mRx{m8nJHxE3cVu0}%67k>hYK9of&Cdz`)WVxVvDxj$Uyu<>>IN@vn#X%NW7Pn z6a~|8yzX#z;4MvDf-frtg z@Fo|(Jxska6L-C{&3#8CttWf(aHQmn(qe=wBznX?`JLhfL-(Br-*4O?QmblPWZ_9z zc;|BRK~M&`@PB6i`j;BNQ#_7-lj^_;n*RivQjM{Fqdi!=vK+P;_pf)wvB6O2z>m8% z-Z<5}>rJNee(3D?pS*Fm9R_w>9MI<%+|K`t+EhhXVN1HKTKlvul-dcY`%uK8bSBF1 zqqrds%tb0ivsL4U`?rv)9riH#a_i;0xgi+c8A8bA{D%|whg~08-M}82^{4T{r*N2u zm{`Xd2vcSU^ktP_5vbGd=GFgwhm9r{d~Ce#IQ%`Q?6cQPtk^}kpi;Yz<=213Ul_ds zK@ReIKKutUd-Dv_4FoD7wB@IvQaeim))f znqOa`V=r}py382NzjUZ~8TEsyuDshScRQf$M(fPjPzE$R9_6{k@)di-7&X#W3Si=u zYt^A$cOaTDt`PmH9mYj$7NP9@wl93oW3cMLQJISqMZai~)Ij?ChU)>$RRxm-jc)^K z{tW+Wk1J07l)rY#h6`q;Wc#x$5^yvuxWN7JJ!~Bo45PldfJMj0iy~^+VO?nW3FCY< zPVX#x)8|Ilj9o3Q;rGu|V-{Iv zD9e!!2iZ^e%4Qr#vcX?>a}674q&q7-883`!NqTqkX%FC}|2qrBYS3$xA0#S3!R`SbFQs@cgQuI3#Wj1?|4p#*#MBaY3t$?YM{4kc}VU%8@3#~KBI&` za6XCp*5A)BaUqF?c_|_ux_OozPq;Tgr+HAMo9R0ADy%hMEslq!8+I?|Wj!(Ht-<1h z$VqG++@laz5eVacaeY$1_#wJN$xhMpGsKi_tf!3R!8he6M;x8mwDjn5pgrb}n|dm({)M%( zcLqIJmfor^FNy<3qqeF z=}d2*lI`BEcjCKDC0%d0hkPo z-YO>F!ik-nZi4SbanAL>$H&u_iBvM{^+CszF#VP)%RAB-%&hnQz7~^?jf;HG+OE66 z_`UW1BZ*W*D&x1233tYEyy$%s@pl83?#oMd)TDxXrHqlsGKCmpeXi!6r}Q>|8R_Ur zO<)1@iJqn7Rk(B{f0w>h0R*wcl=;?AV}~0hCzCIYNOk^4N&mTR{&;m`PxmYhw!GU@ z`uNQQ?6_==2i5<;;#}>7o0AX@)%Bhcl9k5tTL+tB^Q*9DNF(`gGXdt9f1a|ariO(K zoyIedkHMDgO}#sV`*HMc+W1h^ZsWI z7%pCjYuiow1eI4G%f#I~3G=fm($PU=Txu3}KiGc?+XHr7x$)H!Ha+6MJP8%TqV((Z ze#id;+1E_IylD+OsB83SA5n1Jm342+e?^dTcIU{aAb+f-u?Zyo8X{6(_DK%VG{Odv zU#W3v`nde}-s4|WJurHG_J01SHXIR1P@DDLNu<*C{mphl40{fme|mJV6o(5FR|O1$ zaH+&dt{~JA$KLMUeU_ICDT?Qc>LQhK%uu!XpmH^iJpIac(bN!=)tg-heU8J}T7E(D z>rxmx;LKay?~9Y^tftZdx&P;|?hh*?xL|f5^xb1lSUn?VTS#EVYO;p&g6tmbBK=aM z|M?W=_Y|?U-;K!iYd>X9YE!4Mmg zg_DT8+i^UH_v}mgMqFg%yF?@Q7kl(x$Z_8H!^J;A1YXypxZJaL`Af7&S!AAiHba8 z_4EJd4LtF7KhBHPpYKt>ie%4(eXl;LLaTmG_kV6*x95eU;poF#*dM`P5nZf<we(|lXXm)*|s9fTol=uyy52e3-b$0}c znr!wTb{FWCyxG^V%NZv4wH|WpzmIi~qB0156EOCMJ>s?HUzlptSFQxeAhsF7$Kv~kM$)5lHoS2+A^mQ*9Kj9t|ag-4{QapA9b zf2bS}&Xbjsu3WOfrl*G*sD}eE+G(1(=f^Q@?Tk}<b5TJu1pM9f|XBSp8wmfQ`bWZt#i#Y z7(%N%WB>oWKuf7E;I2A0o(q;Mcdfzphx3-IF}rb^V!J7Q=s1i9YJ9p>BMzfNtY*{I z?(i>Yh_Y)j3a2COznmBTfZgAR5B+@b7;;A*_|flS#5(h$W>a<#?6d=~A2G?$U6Jaw zeqIDKqk@QSjdsvY_4{ema04_Ou|9G;TZd$}a&-Hx1Nr)A$1MhR2-Iy?S$7;>hWew$ zF$2nTIC<2vC}!_(n0_;xk|n_k4VQ*9d4+9pl#jsUsx||Y(l?GzUkZfjk{Cxv)jAxE z7Fgi0TEi)Mxhb2q8Egx6aVT!>h61bMiMsoUojblU(Q)TM^G%-zPSF`SrErY(;GYz1 zIihTCro03D>c3mPDy@e(t*F0wa-PtCW9mE2ZAIv_K3H&_DGeqP>-OzGF#$nn*L8JW z6l&!ZZv9R94a3}p1)WO&iwjs_DlL}3b(pASoYVO_!%BN5qS$^R~ z*FFqA*~(2cxi&!7dz!lF;|Oi*`bY2G&x1C(%+K|8-mu8?l+Zrc4+C#jdO!L{;-phz zU4L^EY@Bg_aw#hbTh0cop33@*6IWAH%sI!Pz0kVWo;3^C@4Xu=QZR(BZ#%Ah^?wKP zjwb^x#NA=?v)700!~|RjGvDLu{1lch3A`cD5O7`G$b7}RZ40IoTeUngOg(SC3@raGgZM`Z` zX6@m?Z_iiDmqNF5X3JdK46zee=Bx%sifXXuUeJHitskJi{!l?&5e8yyyTg~^cb5i?_?dfxlc(dQM|dzRq(Z!-wu_KK-IG`oh& zpWmnc*MAEKj=VHKb9D?hE}w2{ZN7=UdtOQ=<;Fq^A(}ri;U1Pfzo(`t{}1bbDIHpI zQYO-}C2Eg0Z$JN&)0GrWIUKr_aksNh1ZM0s;xr7iD?->nnEF{h~SiAg&LePnseVO;KBacuSE{l z?~z>AX#6E68YkTw53zVEK=n38we3F$%c8ah!QtYmLV-|2N7o2JIgiR z{DVd=nTJy^f53F4UTa6X0uYanRC4O*zyh;I+G{t&wLB-j8zQ;TA@=rj^wTDsdtM$T zyHJE=o0#Ccmy_}P`irVB{coX7Hr2&kS``{y)_Lsv=y3Y|$rbsuZ9e7{=q#FC#9{9X z9-l;rFzjJbZug)IrjGx-#Ame(bDxARl*Msdo*xxO>I<;){r<7KcVDn^b0jG4I5W2F-#NcKw+uF3sdci{ z20(VwQp?ra5uEGhYJNYw0E_gmlisgifr5$$`ik2+IG1PqeXsEWoca>v!*^T`i1+W` zvN|jSjk`{IiGR2TLq;ZF?{C+wYi^g>q3Y*2<`;J5lGPHB$^35R@(;1IWB*Hu#Y0dK zZ$W(Mk&9Jq^u^S@@vxk^&1MV zYUunOiGZ4BLkRzfRy6#I84jJjVOg%Np^`eKVh?Dr_Uk#x=tG7_3k z9TAL0(gg+6PhRvmsI*^0x4Z=gT&{GrJd}l$h;gs>{R7yN`QuyL?qyiH_D^utVE`JO zg8#7U5TW1agZahZNd&r9qOtmfgpiF3XG1|JuRs&G2)aKF!6)>KTbW-!aA~cmpRoGyT_@_XBBJ@2~8) zJRH~bYf=5T26avk#h3gp;i}v%l2(u}zE?Gl4UT*XtwX_29Ty+Mz%H|g5-S!+4lwL5 zjBJ68T>HHJH4;#FLG@#qx(Ut~v4tm^sltK^+xS&NH-Xyg%$;BkXP9ogaks5ZmPmcY zmZe7A4d-O5)@jQ)pv=4Q-6>lRn0Na{&uedubMMP2`6VZC3tJZS48Ehs_-EfL?MWOI zYdcZks)Xo8HzX3d50@n6qx+bDW3%SOB}b1O=!ukv%Q1+fYi25AOExgj5y0?ZY>Yr( z#cV}oNWsCI8{caGYC`xRNOz_Vv5q-1sY&$H~gDM0MKkeo;O)ivAa0 zzC#4MhmO>LqrL?lTenOu1Y5u+QCKi`Py$A`WGMwFkK*W@-F>@{@zCG#Fq${k7D?4P ze1)}-Vcv9)h}@t1xHS8HA35L}w2{@h=i@AKQl;fCL)sY_)BRI@Z)gliN&N<~M^$h^ z{+_uI-Bnm5o}`Mt&;{LVRUARno=~!$t9kKFFx0oXq|r+5#xbINikQ|t9HgE8|!X}QjK)zDuc4j?#yU%NZvbnyPHIvNwYmPnVR}hb5=>fq&=jLqlARAPh2r1(5IX|UNxWq7m=`Ka_JDHyZNNndWz!kK`H8$KOxvfI2!(7yB>p! z)XiUp{b2Bu%4LZO7iSg1{NSt~uwW_!U?Vq%sjO+Tr$^qkH-kLZZ zt-rj!a8@12mtUx#8Rcp)q4LyP|4WrMj?chcwab}l}q^^HFK4S`C}P>OB38~TWMcis50ij#l- zh=04R1FOte&)e}*UsqBANh6hhD0`Ot-Y`n4A~@5*}plZ&d!BR=I*C%wuK9G$<%XI#9!rPkQR|B>KfCyj$z^oDj- z4`A%9&u5abt&(!v`_Do5HD`=Bu1(Ai+dS;X%EQ<8 z1rZu?_=Ek4U411m{pZHTof82BDp)^uTC54WeA?Rmq@EI~txfF?WT_$ftE)vvl@oM7 z`V~aW(Tn4W4;>8Iionz8=KY1~RirqoT+NK~AyD0KYt5z~!NdTuOZ)ycK~b=O$uZ?+ z$fcKNw%rwjTW+Q}0Ue z$N%6&oXU8Vk9JZZt!E4(xBdOyHOjIp)$YZDwd$j7g=7qM>O zbL=%18YHvpbG-Y+12g$SGmX7EFh$}zT>M=g%fH*Yv3gR&>N@+3#J>&oloz2|e82-{Ea2 zF6&5dWe*!+u|qqj+uAZN=%@}tc?5PAq+YigCqQqFc<`Ic7h%S2Vz7=!m_V&+R2mdu zh0D$SW4&AUU^QK2aFWph+I?Q8GLm+{Q2sA-1E&j^7HPc|F(e3NyRp>!q(boS88RG* zyA9*N54!S&heLbSOu^!X<2W?c^?AbZ98#us=!X=Z#EIZWBgNOzI83jS+#itxjf*=6 zW(m3k`pj#31$Sp~VDaN>U(IVA|2|oplTCpEvAx+|x0##md?yXQ?C{k@IA}BiIl#T7{p^%d}GCus{)29RYuXJ*~>wq=%?5GpF z#1~BF{X(>%FhwM~{5ICcl!4pJCn`_E>W|;`=A!$d=I6ge&^3m|WA%3Lc&=^p zz1Z1s{}8Nt(b=;e|Vd(82-R@y&1cG3iHsUQ*~hC^cS4GR5fDPw-eLj zPZ)-Elb|R4a%2~c6AVi^=dWMc&Vip@&r3~}|Np#XNrNb2tJ}n_9nDlQ`Xr$1Vs$i; z=5TAi1H)S+y6@n8|CkP1uc|d1IOYPCcJ}WNivGcd%MSv*n@?cT%g(vOC9k1Np7wfH zLo^I&DCY3(4kyw?%jGQB1Y_ox)MnPhLs&+8c|3>83L0stYRAliu%9nC{=JqV4*5!+ z_{A@btrt1?_GQRm3;7o*)b1ZteC1jbUkbsFqm$YU`QkVNdPKe>hj1|5r@_ad1=o4! zE=2E$fYCr5+rrvN^x84P`k9*nTTDD&hgFhs@O3@!n8_y?O`3JJ8mhw5nrpvC95S%Y zPLpR(oiuc7NBi0u&mc+s%{)VwFxDD#6}GLXW3S>u)y>xT;9j@$bYuAjEaX0sEoigH zzS5{jmHRQ!y5S`Fr2Q2}*l5GWcTCt(396^G4N65>hkA3)c%yQInOB($S^jmsz5 zVukj1^)zD=#J+ct6@2TT0ePgP05&_)t{*HQzH zk`q*Hp1lJ9tIxRC-uuB{qMWIZ`Y9+dQH#0T_yAXJUQ7#-60y^2zrqO*_v-TM-MEvNZN!=mmx{TPG(x>Bs4Cy(QiDxhjnjC zF4;ElVc#oNC+iO^IQ(@!U$!}hUm(lhQIu(;$jsAIUDGjAC5QXTvRlk0L={plpmGjtd18#9CztrPo9 z?<7G-S1{}DN7hId8ZN39zXc@>n*FaTx}a%?lZx5X??ASp9ggNWf|H$DoD_c{92$sH zuRT7A+1}2!D_Z-Zwoa`vej*B+CwShjS-*tM+XQfegBz%{aU*1qkGl+EVlLF(3MjU zCEc+w$L26`_Ao3Sc&fp-cZ5j2xtHtU-CwXkwQk^4V*q86`rkhIAA^QdnGfZRMPQD2 ztpC-X=R~^Qs;86=uEAWXrbk-a27wxs<(>s!!=ApF)W%1eFs7&I-*0*p=Wh8Qx7=5Y z#Jm?dOfp?aZZ`{8Y7K^wD`eug>;ha4J1f8;>x6SOTr9$??{GLZ-Bo;R9jYrr26spr zW8ad|m)l2P!l+`@0k$Vq+j*EF+Gp`1R4o0GxgPcjomS2lC>Y*=SPq*uH-|WA^$(A! zRSm_Sv}+NX?;LPJ+S~k;?`LdlWT-v1;D_UBtmZde_hFmGoqJsDWw<;q8A%9oCD1#Z zdw5&cZae2_l{_C?fVG_St(K%<0@dL1hi<+Yn6ZNT{FMhVpS5UGEm#lzM%wrP)l}jV z)3SMtw=7`?FXMM7fos^{Y{~p(^b#%zp9$M#K*sULnA5Runy`*J)L>$K2aKJ&`i8S( z8c1&q*Vo%-2vh==FR8=qvD;~nY2CRBY-r~C^is75ySoCJreA;f~fYxbTIr;5n z+v*IAhB2E4RL~Kr%MRPzXZ!^NXZ1J2$fDSCr&goQlMG{FEyAZGM{y+~=2%{*2u5UN znH;WC!in&6l~aR?7^ZW)E$*cX_T1}SJ*ROP$Gu`)uY`ER8p>Z%cK&ZW=Q>*)FujPg z?IKBWbhS`qNyWKa_cD$>VAUR5A>zon^Z%?gsbE6JXY4VkLC%}?-1eaBF!Ax>**#Yi zaD_&v?`}{F5SP=>Nx$!e#{8P^mPh4aCPz3?P%sgjo3iB=ITUg9)t`&fEpKtwci^9| zehKtDDBsp#e~29yHHHEsd4YIr|3tIX|9?kx-BnxN8=A{wcj*kj#|7Oz=@;0BvEQO# zD=&`<3IjFwDj!~gQJKsOI}HKqcz$)CQIW&t2)Qj`6o9#St`_NadLXHC?23e!ZMPk;jqiFJy`SWuua z#OO^y&P{CMobE5w`T=#CotOND41qj!uVi<-%sVX_I|7x@PL+z~ zOu=aPsOMI{1+3ZfDloE?L+9~^h|sDYY_~}E`$f=4(#P)6++=2$b)5>7x2#6;oA4n6 z?boo*@oZn-i8La0OJ-19sRDF;cyj1TB@>R@>wsIm5{~;gha6A&f+MAr{($rH(6cnv zp?vu@EVG(5TJ{HG()ws|#I0d$_;6Ec@8B0~OHdMf*m4ABzK)$^DSHkiYo@FJyoaIn zl8q>B?s=S3-D4`Xun(s0OCMoMP{9fZ9nop8*GS23q;vfF2c7ODn($OsKqI&MWeuuS zFs`9`s+^?`eG=G~>i?Zc{kfP;(EU3uUcQl(VyX{WBS})9_N&39n89@4`W>9MFcoy$ z&4WYVTSI96e1JwA8`_~O2fn4hUoU*S2c3})1M3$+p4}D=)e__PAsdsN=OZ zZN7IvmH(|B`|K{Dw*}pI<)2B=9<6*N^L9Jboe;kvnC%TC4hrP9lZmkTXhq)5T!2V@ z_uTT6Q#Wuy_VbzNTOv?bUGnONdJ9Zwh}}Fr@f9X3oN7YfD?&o^`I{dgZH>IiK| zJYsS1W1p+hLm8}n#<&(3@&?NI<;`?=a^cuzyT010ZC#E~Q8BXY!_^&}D$>m+(B&$t zK5Ui^$)gjSjhb<=a`ueyH|9TB@UPZ9TbT$GpN!#DRUpiM*n9nAn>b7aYL+>2>cEoT zZ=24^ESP^Ay8fF-0jrpvKZ(fO<}-);V#6F6FqmU>P(c49R>jFx#T%*M?5?2y0)L*x zdD-LH;l%`4>sc;7wZx4Z2Ru%CZskCA!xv%g$A;M7#yhr)sT2L!w2o_54&mr-nTxlW znK5>855wN27cg+^*snc**0F2OQtC(y1GFwTjhwsQf+Q>UC1w_RY<&74#Z1!}3vG?e ztnTc^MW+WouU`q{y#JGs4}bWvUyfE<^3r)6XRlrk&#uA3W#@3yXH7V_An`s&n+--X z$FI_#_JD@#q#HX;lVPEYKn&+^0n4t;pJjC@^%n76KuV828*dp6k4Oogye)iUp50+G<=?}Xl zg5x8z(Dk$soT~7-=3zVzx#l@DC6@F5zb{l*AUg{N7W8C|CvU^TTxnkB$B#JX@ZhzB z>`9nt?@`*Cevb{-#C+v_Q{cz67-B=i3Cmm7yjDlI{q~xNp6>ViuxxqynEmz~w}rmm zmn=Sx3;)%&`=9r~nZoPz^s>x2YkK$5Mrat8hsucOS_wnb_^$gIn;5G^79KL#R+L^U^5Y0+O5eA18_%L{deui!EEiwEU_DY1bh1a_5{_ieiJ7 zgz~-Lcf5h&C{gE5?$0nYe896v^ajo|6^y;3qCksFrqccrDO_;7|0ad>XgfdA)tzrL z#>KBPr#bE}W1{K9)hbse9I~|Gq59IB()|cB`ZQ@9lL6OQ+Rb^oAAYkwmxpY9QS@T48JR3jiJp#sGAUyjTB#`h}Pg__^T;}XD&$D>B6(G@B&l? z#EsW19Dy&ta~OZOj>7U@NA?!ab|Tfu&+@MBrm!xjC&RbvE7q0&lUYrk$AA2lji+MY zL*Hi>TRyRu1ZoBkO0!TZHs+1EetGg8>#xV|m*@XUpzpj`Y;M|!KU@#LO|E>4eUq#0 ztqzO?s>$o!8>b)O^u!UDlQ-0fv^}qCYw;2cBx5{%78ik5)cc^_O9mLQNi*NAww?D& z-&&4-u7lXCpLc10`3-G0dJBxZF2KJnv59@6=lH2ht6|B9;H|X{zBjx(Ys{^dpu;KvSj>n`E1gac@?Wl<;jQkdg z<;(a26hD0z312nrS`FJxpsK*xPOCGWCkG%>Vk`1xCl`S#s$BT`O#Ak_m033D0Xsh4 z+{5Ye7Z(WJj-|ux*x{Mj{Jrcvw9h`Gwa+C%Ax|l%aa z|F4|{O#xJ0u1-3{xf8Rq7|j^@%weQ!oaWSrXq+4p&vcBMhLVe3f5XoULUZMD)7ICF zIIbnT=i7m0Xma9h5-nT7$R7dv&gn$#N@&Vkpi+P}tCfSgUIkFM^1g;c%oPV3MRva1 z*NTO_`)!zSd`F6)>xT!wq@bga0VLJHc zx0w(ftaCOsUU)eN)d#=1KQ|P@3Gw5?2bkwz&>-v;gMA|`{Cz|HnKlR4%>?K7Pt)O? zRxXL>h5@V`@8>(?&W0pbqx&Vx6zqTJxsbVA8@shA^!nN*FdRHjDPzyWm6F7wGKCTR z_rr=`o8>eXB{d&7Jwgr3)+)TC9$#REwXMt~X%Whlq_r3%$T&cAa3f<=m`LSwL0`Xb z0>?kx*kygN7Mr;0X`S-#!bX9CppwNm==ichy>ajaf$oJwn^@l$jA7xDk;x}Q0l(tg zcP|MLZM{hz&E1F126Vy>s@}Nr%;kEsz(<%}{A7kb9oYT-&POYPevZ5U0%)Vshi`vU*le#zqBwM*EYkk44878 zMOR5%8tZT-&QZ()CgOXoQwZN$?w%d66qs6`^v#h#dvGIwLhQwHD}s-knKER_ zpUopD=EJC*nMm35J&1SU-OFRjI9u?fpGKF0WR;|#2kzUCJHjhX-ss?bY@%N8YlNhw zNQ_O1g!M5RrYGV?PW(s3%CDc~SbdHfg;rEucXML~M42rVFyyl(}vI79faXM*<2 z2H3y%vYw`RAS|6V_#T`g3DafVcj-oFG5gzIy4~x-I9YQjy72ZlDDKUYJ*rEB(N-$0 zy?LjB!ojmYu3HK^QYqI;q|ITD*Kj$DCmGgzKMo{N(L%-L6AHgW9btCkg586bYeYIx za%wmIahT1|{C0V50Lxu;pFX+q3>u8y1UzVPz@?-A(L42hfdM}3k+NdP#xwtZ5qAf} z665zr8zavlI!!#b<1!l#s+o!oO3gz>s5)EMPHLRI6j;uex)bMwD5q%(F2jiDYgbjK zmspV(dZYG0?RJhXxL}_p4?ky%U+g2OV!M!po%R3$y7#N;@E^6nQPHouJ9cN_;^Z2W zld>&jwR+caU8TcW2Rh=tJV6*wR2Ex)b_f#tas@e5H(>mu^oOpem#}>%Q0i==B#`%i zynJc>JI??8_gPK&5cZSmLRHUdV=HItvwIi5;MiMjz7?lPNI$Du#dWm;`=n3N{m1DK z;|%LGCu!4Q$XskCKJhH{dDMOWv5O9u&z3g~${9nd;kS(YSPvV+`>v`!t zb=aVkQg4!zF>|!N`^XGE*B%et|it6T>e?DaB78fAFQ5BdMZ5;Ih6;q0q0{?7wLI3(HM%fFn;2NCnlGIbPD?f<(nK;lex&rknHn#oob++7NQr z+Ar|PrlrlLlZN!&zD2#G(U4+SCPave!=>K4|4BI%!}!zd$HfRYus@^qKwvWghAKl= z=MIJ;x#V2Kd9hwt2#;+D)Omv|FTGAVs|rES`o4>$1MEObAsP1mxsE-1mYDr+?!|_< zlH2sXNm#Y({7HsXA)ITBXmZM&B2bs-kIIWQ!TJohzOM_y;Az9xe+s9u=dZ`HK=U44 zG&L&fRWgQ7vG}K&*Ct@`^)t$=que;?f2F)sl7gdQ-+t=BPi!Xr_{=%)j2-cBt2Ymh zLHDbk9TYbe7^goa&r31Je*TrlnI>u&QLwI!c(sA;?<>^Po0(vBBIEVZe>Y%>PMo{U>R+Jtusxf3O-|gSq*Eqq}1gw)M7+ zd>|+d*3Ldr&i}ZHMbFIRDXN!Ysodhmx!DuYZ~t<3K_w1q-m*OsJXehK51iG~EpEcl z&L~!U`~n@zJ#be^7{=dJ=0>VDU|#rrQ>Zh`1cg&E0N_+jSaNlp2_xX~yE%#ixzYYl7HKeIVPDd3tmIJ1fc>d!TVXgzS? zVYN#8rMH-SPNrPSnj5!h^fq)RF5;}XJa;rpB5qh|S1G*?goK&URkl+(uqZnBX!PAh zFpLq2xpG7p$9_Eh96V@*qd`v2UcE~gyx!L`^zsh2h)oTC*hvp7EM3v}7#Fd%$=Zrb zO_MTysDr!4xIVe zcuXN17YR~FE}z@h!ND{UdvRBoi+>c{DYng5L7nlcN{rYTQmSyHwHhj>&iJ3Zu&pmY z3)oma}LU+cOIqeP?9PJbMb*m!)2W@wGdU^Ch`HLfgw_m@8 z6I~1y6?y|?9XT{y{ zVfn)CUqaF_d5^Za#o;hcb8-0xL>NFxYEpbOJC59uDK0j2Zu_`=O$XnjkMoi zb*>N=+><)AJ{}@csb;5YB?m%#=((uBwq=lUVCb+84?iwinBNVg{))AC_uBl>C&5Zm z9@p3YY;2}5%UFuV;BwY?ZMV76j524Yhlz(-m z13Gl9igFU)LR_qi6YGU3T#q}}7H=$$1%fSV>y+Ivt@1u6{DlB+{JpEN+2jqKM^lz1 zp6$op5+#Yuqux-BMh_~Fw_xw3XY@U}UId!L2svtF61LFKdslg>mhG(ERMMW@dJQ*fDD_fHiDy13JC01HGb+IMA zDVsC)6cln6MN|{%pfJXbw@~Rfb}+c8U_>)ipW-can(dIL+j~}UZ?6Kbdx&Zjju>M5 zTbY9qY)xCfa^Qg0-K}15zq#1v!HPM<;gzTNwMo;Oa=v)N^#f|TM1?{~9zf<6DDac-uX&$DBIRWbr^MTK>$>Horsqrh=uFyhhAe+N~NmDO< z9@}7#aqI2;DJ`5e(|06XHGno*&%PEhC+y~yawf_}Y;l+O#vckNHu{v$RLot(w!j+? z?)>?L8=rDj-X7fvrT(@-*_|cWUJ{-*bD|JdgFb0YiGM@lgGh(ndq%J<=huH<`(ESV zv-$XdAGtsd7kk?n{1$rivVXd4@!}Bg-Ta*3caVMdPxEGO8f5J}b3OVD35rf+2`ODP z0qQMF5via)SV&ry@%sD`$!by=T;J4Tk~f@8@vI@xbT7W7H4r2)%;uk3Uw(=Ot9(5j zXD&dNTvbiw^|L^vi~RXptQs0ZrM@ZoXKZnR=iJWM!?@^fdvlw&I4o}lj`n;XgsCuZ zU1F;~EbQ#H$mytsR2mPZpIUS0+5iXpKt2RkF|H+cvYY9g7J8gtJ<=@ zG=td#zu=v=I2kjdDm1)xexlg&gufrhM$Z)_S14gXCX2v z*eytpeYH`pG<$uva@%wM$bt&aU;NoQ_x&!A#_6=(rC!0mK(pgcM}lF}BT>5ZQMu;1zuy}qskE}t=MD*3~SbE?t0$Nn9_ znFljb%v#rgx_IW}l!i7o2rba!;$@t>u@TDjr5rj>Sw=9mzrf8`0j0IU4`J%ORcP4A zDlBd@3F9@(oDBDeg{nwRlEqgvj%E1Uv14Atszm;GcPP&fs2I5{M z%`BJ_+HO?An26PLGw0>z$k?s;d*83)8n9e@zEOj)j??1TfBV^~W4Z8G_Gf&0Fr#Yq z>DXNssOO0sXCLo_0kMySD-z~7{_5{O`l}{5e6?-w#-nu@o*jp^CzFup+Afh)m<`ij zA=hWW97p0(ZCl?*X53sp&JlX?08)tE@1GIJ1Mibzp>Z}!c~=O`xoh8Y{#*y8Vo&mD7~-+wwS1msxd{;eyY`d& zcLTpw#>)QNzmio@63^6fFmix7kQua;O4mzHR=1!Fs*j; z{fV6wFqqhWrbg-`5_5GNe%iU?ymH6iKj2GXC}tJi81KgEgX#Od0_vb%`J|>o%>oR1 zt;8HZT?J9n!eg%|*m05P5)(P^GEVE#-t*jJfrF(q&NcMA!0U7OU5R6-pr0+pYoVl= zK*w5rRFC^Oj0ls*F4{U`_SrXM@~6cx+d^pX=+k}J#pU$IkKB!o4@ZN2+F5Y^tzJc! z^B``v-WsY9c!Z66BAW^Xgpn|$GA8p@417Pj1}QgRft4tc_uO1pkfOJ`tSPh~h8~(* zTiUongU3G&J#$8&HhJ2#|2+rOToPLD-*3ROun-G16S0USs{TZx1{aO9i5GaDLvxAM z`&QNpSh}q&{>A+e4vlXt?Xn_Zan_6Ox1%FiDH+S_bAJ;DEf_7uccsA8wS|w}8+6#~ z<}kYRfAvr8eGf-g$#_wibu#&HX za*M*iJ_ZJ8Y<*+;kfsABx&3RXvG2i6MWJ`}#5$4!5A3{sK^CW;_x8uSAH(j0>e{#e zB|r^>#n*emTrg0U?Qwd#4~KMI>UQ@H;2?ONYIeE`i)!z>=9T_Izlr&Pc=mZ%jCg!I z{@l1Uo&Cs;r1RA{)-UkxE92$*o@0?vrzW_MDma1zZdW3NRMug6LgYqV<|cGl zc2G0Q0jq@gSCggL&?F-#{Gjm_HXm_1-FlY?HUrhte@p`OpRc+9sF;RE!DlPmInKe@UqXmj=ejhlZtM%uUDsf}BSHC__*7@PMIfsW$bYt3aA<38WQy04o9+sT$r1uqa|eudrByWPP`p&%||#*>hFHi_oYc)sPvX2vm;I`Mo`sP`8$EtD+%;b39}b3uZeQRc8D5 zyZZ&!Uwb-JHuD44xHvh_J@kRq`nz|8C_311D3UpC(-kI|rioIY1&~Vg|Ew{p3L~6f zV!DsjA?3f<74aWmLU~VT<9Bv>X<7rbhYTz8_>b{a-q{LP$XRf(z1&}n^U2#o-o<2N zV_0&>0V!VG(EKV?eJ>C@9~_stK64D#eKMxZ!-}!=7>QE)*$lb^RO`i?mSD+L=!Ua* zD=b);v&HRI#HmS5U6(Bm8+!qRh5zlqxr@6Dou}=vj?=27_!lEis%(DStS^VYKXnS@ z1CUj;^g=QXfH;3F>!`jCHg6Vr z4ZLT=x$ZscfmvM`Kj=f)dB_&Jo_$ZGmOq4Hj-w@%{Vgzc-BE;gNC74)EAAx;+hSkU zL7KcrU5F%Qp#%|mn3JN@P`%I(ejI9P+k!b^KD6Lh82x{^Y|&J)quK(7+?@72DE);s zcY_iqXxa$0XDgGB?kYfvc2Sp7S_ZCU&mMZ;!iP%MCg}8`(RnGJlVs+ z1Qy3QYGwJ-VERRa@8jW@&>!DDrzflmbF-&&e=L2(_Vphu12^&rwCq>H+uolAYW>o| z3iTn37}4oHC`1Dko|EEtU*3bs$h|zOCOeS&>V{{4$88+npL)%4Cj|yc-7O4;-;gr6 zCKY_S4BA`=Uzs=jhIw<*ZS+p7FiFr$ev>DUy>=TM_t+GXG7^v~nS29?y05Zt6W&2n zUEX7E!H+nnrFDwqh!$kg)84SfU}!rp{g85br!;Mu#5>iSE;wUSEVwP^K6b~o@-E-m zhhyP3S#q;)vEbOLe%A*TS1(XG;KX9B}kENSwjCo%i~< zuOGn$@;;sj=2=|Xy^$$X6ae$gyAQm+Vu@{Ym)fdYw&t2VU=l&hf^JRH{N{H}jM${J z7k_LEMe2KY){e5^robPXVik9YxOh|be6~3@R{whQB|ZlVN-ca$f;+Kep1i5Y04o?F{2NgKHK-}5x~Jt;`MW_Km%lno5`$?^xMbHIA~w$p>rJTSjQ z=*YtFEv_=MFTcI&3x$^y{F4JUksMXcZsH~n>5*)ozPJ1!(9vBT4%NuTrFfCTzL)o5 zC_Xpo>s$tyS$N1~vTlPp{o4kaCRbs;=DYZX8bg?p@9BHa{1)e4gia_tBx2#%;CFM$ zT~NMv&ga`MGi-ae)8JXa3z#lban0T+#?cMgWWV6__u`j?%N`!FgF4$DN0|ad`1=$K&i8SPaYflvpxO*e04vJ7IVeW_}LY-_f?D^)O=rFIn!68j~1e)2@s4{!#aPGgs z{JLjbeHUIHd;4Q5Os=r)P2+FDNp1IMpNsl&fN0h-R__Lr>3dY(gu39OiQKW0LJ=5M zJ+YC?&4Cje%BhaNPk?$>$a$M+A&kH7d%%>P2wff*$Das1L=U}MAqVNF(4rAiH4$%# zvFjJfckAYG<(vD=hJFVOJXvKpmZYma;6G%;Hd(?CD1NQK^to_IfgJG{Q1E2G`xZ&0N-t}D=CLPzT zn#6c0;&;5PH$cUP&jhSVOoGAUs^Sla)nUr)^py_7?KqSszfde+i9^oE`wHBea6SSow&SP_b^zQM=_OCZ#;c=;!4k!_kH_lwORz@ z=Vnk>%pO<2YRqvS?uW5|y@_sOHMsQW{^hgbN=WAXOa5K%i=HzbzK!QRVA8^=)pg?% zto;$32o3CI2$An399chL5FNM1CpkE#OSp@!F$?3u&qqAQFm0OYYg|E(e z#S|7UJ)GVxzU5Wa{iEphz46AD2e#duJ!b#I8kdjz7`0h7!0N~K>$FUo(D7pP z>5EHKxGvfdshc?tGseC~YH2<=q^v5V2HZG!(B(uPj7tXJ;`pyAqLY9(jIw!9LLVH3I=Y|xpQ@z82nEZgGn%kYzh+us zJ{S9ktRqWvt+B9zl|l0c56;Hz3uo_2#L1km% zOW1W52G75}_l!N%(B} zALtOhq{b?k08Q3r2OLDMK)$pig?8oxHtT9|&*XdK_`XL%R#ik@IKWe zc;1Cpagh!h)-RZ=amD*MLppXpX`^hrtb&8Y3pbyqd*Sr4&mAmQ%rFpVN@cBa#;%5M zm!vYIa5CP0=y0JhW{#W}vy$mW%9ngPFQ|v5VudenUx(wuBfink;U}QEO*fabYybzo z!K2KGzgV`d{}qD_J5D4gT=UjG0?obq=zLB5kSacGaYJz*Hho^EljPg-truV3k1p5Z zSe7)AU6chzcAv->78Zj@6WTb&wo5p##%%CWcsJIY=Pai*XyO$2-J7$*iZFkJe>MJ5 zC(I8#^X1pt4YMsP2fnTsW4lJUexPM2P^?Ru{wtQlRW1wF-y$Lqb;&18l5YbW-)Lk% zXuOWAilT4L$AmG1SvRGu?;ynJyRx(HmxlGGt7f!q99Z~-I{hJG0%u04q3z{m7;yVq z;6%D9j$Ts}<4~T435&@)G5@|`|7bGjS>H8SbgP<4xGRPkkN$Jm>v0i=6mL`)&)}*UVHXON z%ipr7S+_x|f@<|>TrLt@TqA{_mEagk&p$jFg^L*hUq`oid@gD;%A#gJ&R1~J(ZNYv z@ErQ_>Q^RI7|J}Dc8!Am=iBADo+)ATz01dVx-LOC-LfV9EjBDRbp5oTvo1}S<5^~3 zriOVpZ(EN#`r)Wkf}qq$JNRC)KKuUk1sK~-SO{r90xR)VS?@SyaN=jF4r{p*wrHgv z@C(p{5yi*E*a<3h4u@V*ODE#=-ZbGyo-(j78vSo9>=UdU{9b6=P61b@vagl)Z7}m= zdz6ck01j2$njj@Q!GdNFdxX+KY*P=J94D1;-IquE>TYl%h0W$@p&COJQZgzsZa89--5AFHl7pTBjEQ2(M}$`up!0j*y!g4Y;HPrj*~8c z!2C2T>etb`5WVSpSuw2$+P^b>pr;Xmg{N1)N4LJh&C4Z0+oDIXf08Vx12BiJk z_2e@2e$u#q@60Wn$$BVnZ@YD!v<5C!iW^8g#o-gfrh+X-8ZzIw!f+rlwV3BP`?3 zuvloK>_%EWg840xN+E4C7M9vKAvV8=!1=md#)R5KZW{y>)q8P1*lOSf1qO@je{!-kr~$n zU|u_X)-x^}V-1ZLTcQ?lFuV04)FV(1akE+f9NgNEfMxcIuh=i5|qrugwbhaX(@3cK$RD{F78>H{=Ei`yx%8 zSSL(Gh4Gcd{zj5PPq3%*IiR*TR@bg>gV5t9UyEESp-pGz<1H?0Sh{-7yXK7!c0RS` z{B^(%mJ@f|hTFP9v6F3lyxak7Ec6RKT-^$@m4}@?8h*madO1z=Eoz}g)xf}Io|*G=h`pvR0lXZd?snlAHC#HCDYq||jx z819WgvcYFn)4_K*SZP=rMmmQ>n^m;dLnrW;_1nt;9=sBgp-c;0x zHRG}q6PquQm_kjU1jRtpv2<+%w@M%?9b4S(c@eAi8J(ynyK&*umB@^=n>cxX$Im3? z1JGvVdcVuO8K~C6?I&D`P(zxQIpn$%Nn9UjJ_aPi1nC5O!V!8*`t_8zJ$4q>uAg4# zFT9AE=|#NH>#kw3$>)p%I%CixZ@;_a_#C!$&VIoi#yI0xtMMO63`XJrO+d20v)kGP z6=CxcxnJ?4F?Q0_4!*dq2NYSA$`=FMaW+qEc6a7eSXK)zvYNhxEoSs<*Yx|KrBXta zt62%BPhI&LspAN3#}?XqJf@K9;cO>!n;nb4)*>J5shVCQxG&becU#m#aYPnFwrpN&Iux3=@1jRL4#5^rME zKZawuUslU)ydkMx{%m4oELORjrXM@51poN&!^Xwq(6&aGv2Xdbx&fjNcZKt!)I_I^OE^TG7a_(hpXKiV!-L5g6(HZhM}Y9 ziOR;S1JLi=LOlN<4w}L{Y-n2*aH&s{KFd82X3m$|2i3;HlAJxsU&uy?pZDJUw zBwTuWc^?8<=gpOutq-x1`_^Hr!#iQZ$l3J$F;=98f1p)V-v^7Ac&KwWZ?XE)dwuS` zQ!t`mJkPatJycBewV88;F*UxB^9R~+^v1~WYj00!x>Ii_g?gG`<-{3s(4G6xKE|zh zs9gpM|1P}VkaERI|1-v*l!>Kwdv@Cn3}9+Zebu7oPS{{5Hxt^E2BX@sbVah^NF6+S zsj!V3$gG--w|RzOvS<7CTL&r9G=Gx6e7*h^hbMBz2KEQw!mHrhjFr8Rq!$+|U|-mc@y#!8mn&tt~Dvebg;7iVO3j5j1~U zA@8Bdzw!(_n5UOLqfyX~i-WqX*K5d-ZPhjQ?-myjD=u_-@4dU_cUsG$POQ)p%3!xz z6O3`X1xZ#4$ zm@6q8f5Exfi}~@t7@Q>yzv3%T2GU6fvcoV58pL;I@kwr1!vp#_lw>we%TKN zA^(4G>ffQmHwZK>ZXPsh3P@(&6`$_qk1b!L|9p6r3x!hRAO4edf(}3J0$4w44@t{|JZv8?Ny*`h;Y=Z2viJah!Ce%@8e!#^q&aqROTn zRPL(|yF+M$evSf~Q}@5ax*30-g}E_ISIRr96m}tny|W;R?>yG%jhb{UR%3&q&G*_< zpK#EBG)|H?-o*!}!Q(s}km96IZ#a6!5m7lclB zB;K0D^5CV5=X^b2^!XmD>K$er%F1i&xA_m2^wW1-KX?zjuHVr(Fz=0N=C`b``C7uv zuN6|1(FGW;K2_DQ&Ip^I8r)<)RbyRnpRtUM2o9Ou9F6&63ZvDJl%ikp;BvQFuBP1& zX}X$665Asfpq0^JS3c*~9@-?Q_Ns6JNh~fVa#Ip!XL~Y5I1a(MuHV3y@(5@z$Q-j+ zX~$Wv&GH0~e3<_`VP6nbfb-oml_z!uAh9}XC9iNh^c6d;n>{@YOZ__?Xw02);jhv0 z^n5euFe;JemKlNG*#mp5dVgW_ckkOz78EfosVaVCj2Wm;g;0C+E*2d4zOYfjhDD|f zzl6ubrJ2;PX}6^x0219;w*1%!j20A6t=sa5g@Ye|XzFkiXhQP-J9C&HhwFrL(fkiK z+e$c*w%p=1H5ZM^d(Ie-X_oMgK@pEjYRa(G15 zxsyQu>s$#rF$l^fKkz5JTmT18eJ7J^y149lZ(#1-5m+U9Grk}n#F9tHIPS|!0Pz~5 zbb8S~C}nG3Q!T#(D|%<$FYbB|16Fs;bTn9SIZ^1$hY#5}OL+(4enwEU3Pmb*-;vTc z{^&C+2dvs(GULeR1TwFcl6{N^gkMk7de3YLe?{(AOqBk^dJf6)%oF!;-OW-w?-Cu7 z3NBg)h$~=Qhl!Kq<7r474dW55*$(}$@9XqmcmPebS1b#qGGY11k&JEqZP<6xX2)HZ zQe6L+)ck>=5{J@hE$2RTV#BoS?+0C9VE(bQe(1LhSSt{7J@@23)`lc58r3dzQ2K~?;oXA} z9F1~(_r-GqNio}4k$eN2E|SubX%wf9#kC!5ya21L$C{c1MR4xb9@E1*s#w^6BuL$VVrB*dZsix5-)_$3he)gJraM-)dS;kXk~HZwzLgY_b9q?=VroO z_i%*vQaG+0-bH$8Sq+2Xt0AwmlA*MBx-^?T1PY%$YnJ@035|jYQiE6DK|gK$lEk$v z7&G|6bxB_w*ZME9$WLy0Q*0Br+Qki=)U5LUZ|XgC_X_5F@nzsh;D@fxq+c*p9m_B3 zM-OF(&c0oDWXHaZ+9NWJme79pK&5hKGK{Hg7gHIN#o+invVzthXu1CN+3mb=AZ?l* zX&LW^F=q)M+U`v36Z-X_qVYeNx@ly@YWW<7zo&-%(No6pe{<4*Z#=`rX1>xIo=KQ$ z$SSEaYXV}>W!Z6y4_MotJEt8+-pWahAM-hH(dDh~J^49KoV)Q~q50XRt^7*v`{el@ z233<8KNvT|a`=sls@oCQ<1dY#zAp}=dPPcIW%rS4eUWFGF9bH~Zu~JkK?CcbZ;bC2 zz5&!TgZ0+O6bW=ktSQYdi%>?xJiKq|0d$wH9(>imjDw|LGPQYs;^LjjQLl@xF!WrqJqsbSVE&0oJ>9oZm^F+2W6g zUAOi(L(OmMkI1Z(*i)=N6m*deN6wbN5B})~#SXd5QOCuh_+8w#BS|F?&Kx{6$Wn&= zf?q8@?I+>}+lS4lqza&9y&-U}&8L}r;kqvGlW`Utz8%O4I%(~M2a zdp@v&=~U6PHxIGle1N+0`A4ll+V&_-IkX2_t2u_g+4Li+hgbIQIX75SN>FW|l!PW- zrQEr~t$yV^^mcGP3Wl`v)F?lr!6@w?ur1bN@iNC7o`ibLEd7?@H}n;WF4teZwHb%z zf!kbt&m*x{Ksa%mNFXd#@BCw!x($hQnoc81DlqDp8@akW4CZc~jy+{ui~Z`7S(yr1 z(5S`xP1>al2M?STc<2~~Q=9@<^ZI?Dqg;E}jmG;hl0Ge4UPQv`8@(;M8~M0dd`g#P z${*GWeKLCNufllDi@c8*0%P0;l}RI4kfJFRF_{w%qa%CItDpY?F$q=n*W^90N_B)c z;mR)@zjMIdG&KwdQ%1d=Lk5BJO})@yVicFSbX}Pn5^?d=Yd%dlh&3az=OnK%;F{+G z%bOtwY^!kncYE0g7apk_2@)c4niO@_wBHz~{`>V(_ronL*YzXO=nY^KtB85n&P%Yo zQ+to<;x-&SbDY!Hixb|gnzbHRu)zN30lCYxcOc{YpPC=M3P`M-e4h|m4dXj~u2LnH zq4!Fib@qG>4%+qImhrVhvdHJ&we+nWS_(1`n^z{I{G5N zfrzW0HB%iZ8&G~fzT{2%4?-7=z zo>f^f$ic*aeLLvH_7P}0&-swG46tA3TTy^mCM@NR5Yx&1xEe5`FexRDiyu#R{%o`Z z%GIg*c&!sKeXO~p*j5S`tTNApMAKsB**&w&H;)qNx8>^Z-fxY8&PP{!jCNs<1)aZ~ zk0dVBF7P)SXaVtu!|l-@HQ1eGD^m0>64p4+wt3pkU^?rd!ShXSs8I;BKXOF|7D&~( ztV90r&rqW3Sl>rjQL_`c7hsL+W)GvMg6`pH>p-oY<4#COo0gLB?Sm9kzD%o1H&}U; za@Cn&1#7M4yvxt-0r64b`^?H(Y@8MCxg}=}jTVuY_g}Tfu11y{yLWN`g?&kP=}97V z_}#D2q1gpfHJ^j+*ro||_loUzYmJ~iuvaDs%467rkvB}%H(~u>9xI*H41p$&<5Asy zahOj`EFQDDfRiSVY*ijPz#voT8~I%!SkcXPL2b_}jBevNx?TS$CNeZdtE7j*bRdJ4 zIL+2PvVH$`cFhEbHKdYGTp7gDtEM6QFR4I53tjCyCN-R6QNQMY_X|#aI;&=)W`M)8 zg72fHZ17hCEb(3H!8Gy1O6J84u(qH1Cx`n>pq@?{=RE9>UCMWS?mfQ<9j8rwT7(L4 z^o`9uCzC*+#J;%}bee#ZZRz((0xi(I5OHc-VJb|W8(>K6 zV>9Al@p#3Pp{jORJ(>SfKSCXbMDi@|&Cx?wg>CH-AtH{7$RE%p4conMSJL~*9JR$6pC42I>V4xO5*!#VQa@z1o0NaB$8XER$x%CTiSaiLyV z_%YYSGUtfFD8nMr- zp=obHT*&TmoU^smnvnH{rK-O#k2;)$W}Q5J6%@y|ZFTB~i`TI6Vesx=m7g&7@xaHc zvfp7?#M0qe`|^zIx`k!F~hE&ufiabrY| zb|)JFTbC|!)PFFC>gtM`e}AHo@-O6=+_ng4n~>6|T-`~a7r1@x>$85CR{qp}* zKi5c;{%ME=<@(Tj4Igpyb@=ZESJzt1~e(R2dvhe_e9+?mXrv za2{t{Si}7G-G5KsiiN2xEl1e`a~$j|9VBI?<0e&VWTJ}=mQ7&%navcA%V{cKBDliu zM+NF)+;N!y*e!ybZVS1<%taleV&UI_XCI~5kZ3;aZZxnP28Vv!*)3EGPC>GzC*FL( zD&7CG8y+j;z{s{5?UV{=-6tZ|a`**Mx^rIBoC?Oxhx8=xHhQe=QHr$=I*HAD6RtQ%2Ub1Y;%`M|;mox! z@5LOiVd{+Cuwg|bkY?RKN}tJstQ@k|dxa}7s8(E++&5;j zU~#8lf$3rwfrjA%8_x+%tWslLrD!I>45wXctpC;=ORTEhon3{FXL9sYC3j$^YH!Am zka+CiXp-~K?v$pfciaQa1ivd8HbAzI*@Uy!8%dug&tLCCuQztnDos<&rq1bNXQQ zzF}C-o6c?ewhzc{I|`e84kF1qEYdFaDKunv`WmEUVu42ab(vXHa0;k3*@X+xANa}R z_w9E$JiU}(K-Pniu%p+!tLd?0jGd;{sT4Xme#&8atA-&B*!1)p(e}OtL?&)}KNmBY{^48#EQ-*$n|tm`tR^%#9a0~5 z-Ne#C+7Es@e3;I$gF}u<4vXd_hd$M2;^>$6;z~8oVBX)x>iF(vAd8laO^amV777gL zB(Osl`_02aBKs$}207K!adEjsqYAFxFG*^^x-vtizN-;U@*ZP1?5 z<({|f3Z$@v|2F5Hk#h2zWZa8s_?mvcyWs9$D7>$o`f%6|`to<1Z+^^%vCm>w=RBOD z$}&l(sjv~|I}WQHNIr}tgD;dBv3Oh#ZTdL#ngxbU$ImH=EaS9*Y~b_yChRk+0_%6q zIJoV!q!)WM*3v$Bz+gy&JrmOO@%Q_&)7|A0PvlQ5aV6I3(h0(JY_0Hawo>R9Brw*? z%}UcIkJ1mF-UapKYWf3_6-YKNd_hdq#xygPYUR|}L1@o>vhC|lTWH*`XRbyYLZEp( z)l)X601LPI-Z=%$VM9rGq_@X@7|ANgDLW(ywUR#-G_Px*XOUN-b09a4?)CHfab*Z6 zS>q#}`2(?*X6s(0{lZ@F#qFQ2$m0SR`)t?&3f8*j{=0AOjKdwl3E$S6ZyMzl>!W4RHQ1X$hZ#sYkG=qAGU!kg*xZ)?5{XwFf{bGOB0639lTOc zp1{Pf;#z5^dpO3PMEhfI2P|j}?)K|`jh!MY^)D>8Jn>le-Z0ZwI6(c_x?98_rbW~9 zwda0q^_Db4ZhtO;Ci(QvoJ%D*&Kjd|F~k^~16Cv7dv0+I|HwZT9Cokx&O~vCd7lem_r8t5Z%kwfpR56r_Gc=0xi^j-brO={ zvcYxR@T&qUd^oY%^+@P@tu)O}Y8iJsGtRkwv%b<^42{FWrB&joSY>hQv6_k?3J65Ei%D60D>X&y%(a1sPp{eWcb|0V7gGmL*S zRl~pM=ovP%88+ zKiTHh?+S|r^pa1bcwn`d^%lug73O;bo^AO51G2YP$bYL}u+Ha&_=VHskp8c&$MS9* z7Cx7IC#&)tE19qIevQh+YlZNCAt^Xutc8nv zl+y=BdSU*2=6?gq(YT^Nb)M$RQ>5H#Irdcj3g+x-TJ1S$4a?86VtN^`z?AAlBI$?_ ztbf4!jEAkEsNF{WYPlSY#|MC$QUYXq&VYkCdMg0?+LLZDH~QbmO)f?x7p8pvCa(&M&-?eh z(;0$6v9^tO9d~dn&Rh6{p^G$~%e5m@B|%W%@n~o`?=@7oxETf3?m=RC)E%NYEmF)L z>q#{bp;c38su{QmcdKaY)W7 z&@Vh3Nbeu)E0z_*ftBP_J7-yNfjgAL`C$~)@$9=PU>*ibcP9SY43xq~Uq}!`&|B!) z{;YabAq|^;ao%lKeE?KylkzUjQ5gK@U&r;<1;^5FUA!T{1TzA!`AJU$aLg{HqVtal zQaUS^R{%K&U4(+T@UR}O*0wydJgS|yp2(+d9 z`gr>5V5sW^=chzPoQvZaelSOY#vRR+@UL}P6ZxOC;N@i`*JpjNyUB(!Ew_39hz(&c z`2{Z*HEJtAqu;c}Jj9NNm-+H8`(tDOrE02SGge59C9x!`VpVL7_Ou!xr7tIZ_%s{z z7hH>7{_zYe8>{Z}bmT($?mbhB@dZeVIN9;e#2db~hkme(;RFirQuSf!8Uh15)9wL> zCs>x+y}N?#9Z=re@W1-1J$y%TY32( z^=8|*Ul>j!-ST628&2KGJpRV`8P2!47ajL7#MXUkPdG)#v4zG^a2MJpbVVB{Vrklz1dZTdix|I(%|FbHco`68bOigCp0)~n zO2cN(QV#LxA}rizc;@M@PN2Tp{;G&_8@u0I@BOx~6bn3EdM2Llhe1)5hL=}Yao~~9 zigc?NfvGA@P+KPt$9#9)dztqf#V>S=MItn|hHpC4hvIj&xm{18i}j2=8$%SV#bH<8 zpe}T0cO|FCgH=_)id98uT#X^BfrH!2EMDL}oVOefi*jwAep%p?w7Z1O17?3Rs& zCDLX{q4z&b>d<6h);EN)n|(dC^3l-mZXKt$vj&D`52?0&--o2jXX3V9kie;ztu9lK zF5+yO9qpAuDa>d}i>(M`$K^1%6MXj}I6gWRJbK<73My9!HrGd?K$DqCY4i)MY5tHk zu|*hMGP)o1$rC1DwO{&~mW}gHB*p^WMWo7QMlO1m!SI^V=(+JUn3Iw`Ie6Dhn%3!O zqHC2RE=tesXC2f6%1KM({WT%jJ^f;OQPfeIrmx8Nx`!S28 z59GhSAFsl^ciX|fW3$i}b0bQ}?KgA>86IYOI0xyg$6l!fnBknixymJ13eFQ-FKg}T zBhWdF4|-}`!8MMY*oS=Tuo8Q)S!*#6#?Q9RHkFUVn)O*9yLC3)yvg+QH_aiOkryov z6S|8b`yXVz2>gM=cgL=u+PsJnJ&M;B6OO^=*C>Hr%^;i}>wR-?_5m)q%&ILezQFq1 z<-g-6&SAf6(p4R48SL2Hb$E;r4=YAI;-je_r0KZYo!$rE#2F$Ib3@6^*3?7 z7MFR~Qe{jrBdr3pi&PU?b|RkISF$ z$q(12U`*4?ovA@LVf}?pzm;$abTZwsQgX=0(bH@vI0*Z2-YDRS%=#2&^s|GI^CApC zd8sGJ@ehd}{JKIyuGpCy!_NKC82gKi9zGEs$E>5l&u#MGV@L3Rj(zXW0Qt?$%1Os> z(u^PKD>MU+V(YER(n}hmTRv)cwb`s5mO8H-a$p(9?UJH~?fB&R>2+3KS%b^3zwT<1$U`7cFxgY-M@Q zq#?28lh3}7Rtg&9VE^+A4wHtkD8hKw&nFH#ruG)tGrfRvj{flUiae~1y_`EDG>#OL ze!maKTi#wa`8$?lE9V~&4&7XFfO%CZ`BOIam>02;9Ul;cy?L6iIb{}LUT~Y}kp>D3 zj~Upi-#Le^rc|c|&nXb#T@3Kl%0O82-~zQ(Kx3 z+v1xxPJe$*TmqiUt0(S2Rxw~^!b(!3uRcTBCChq z_JG1*d22C09qfKNuD4CW1E`kQpN!R?f{~1&vkX!`@Hfjrxgzr^G&?CduvhWoko|uh zM~4ToUoJw-Aczaw3cGk)WL#m?GVzi!AsPk_mhXrNzX-&s3opOuFF^4Ql|84Fm4M1J zQS8>z43knB&KB$l6onJ(ika&$aloWIbwn3^bKi4L$z@~GTCShKC<8X_HTMe9CSfGU zp|jh1nUMVK3#9&~b;FoAl;2cKuwfSKloO2}0=$%GtNEmubn#)YAngMNc!Uh-Je9y-4;H z-7TnJlHi%GQ<0_v2@m6>5gfT@s3_Js1mh1viv_nlV5xH5U_`|jNk@O{=9^rF&ghnh z>~rkc`L3ScC|?+YL$!9BSnNb%#WCJKwrtD@A4z^$JB~H?`}}vBIv^!SQZ+6{3Ia2| zi)B7EK%gB<@SktJFjIPzW~j#!sDlL)zEmwBZg)M(Pn1WJ&8P(3@pV|{eczTD+>9-Z zUgr;A;z#&_S9ET(GrIfuT4>Pf8&H(=iL2I)7TQlWo7Tj z4hy`8_2rBnL8t#;*}rqDFs2=9yBe*EL)#x6bHBp}tp)UHX}^A8$5%Jo$n|w>`Kc7{ zT~>`vOjBys6^CGzgWYlayB(OKzNwJD&X42of4xxf*$K0njZ4?}s$qv1`v=*kaBT47 zw-a;CLWvumIn9}ickzMsbvdXOKtmko@&TRiDq~V11>OUWq4MyXVpZ0FkTla9d zEJ(dN>pfO3mfJ-K_P|)L(ZM5LCNP{=)#qRk2RR0R`PH71aNgzBwBW%!81Y`$Gc`GY z6T;Nu+{ZjX8P{0)Qy+}e?@k@}vbzaGsf3WK_vw&(UsL>JqBCsxXRGaF7)7!`;!~fx z4k(N(TW@{Fho5bdO3HF#u$HkBe;Up~SHQds=f++fJ~_A7KUxB74og4(G0z2Sc0Zb% zlMljDPx$aJxm`$B-9_ic#D@JB1+-Xqet@~`+o@K2o?^vedgfE_8*z?Vr0|>2E?5qh zJ5}lP9v8bM_n!Rx9U5~aTc5R?LW_gSmz!hhxLEi3Z~KSG*d=mLwPu?Q4y(mpPu>*? zbCJovI2j+oOvXCPoRA5D`R=wtS85CPuUt46^oa!Xe^dpx9pHdjshh?did$Y3dhh6m zp(q%a*){4m{RkVlwJNp`sloDfOPZS}J)u$Lo4)4>5)NEW82)9q1G-Mij#_&>z|!lg zS#vjvFpVkPh}KYsz}WL`)%cbhZq$bDNV#E(%KjcRRz@FzOwrl7@6u@?khZxTyATTG zpi1W8&=%;K6}CweEP_SDAw}(vtk7*WSMqpI0rWiTQfVJ50?Nh_b*2g-n2$3qKL7DN zw4Y>Pdt7ghRQbXBPio&_pm0wo$3uT4or#$15L=O^DOuB$yrl+z@B7cq&HaRzDPt4U zPo-d4Kx6-KcqJ?aZJXGT(1hWt#6vTsIaqP`Kv22(Fp%@F_&k~@g^VR)F)4lr_67I( z@a`}tY*U`kSaJIfL(dsI!%goZ^$6{m7nyw6Ypy3s>#u_Kl9{I%ETwR!WtTR0*DD}< zh&&BDK)}&sEOuRT`(Pkos4r0NGYoDevb+Z;Bs3RZ8N03tnI|tK3S%6!2I?K_{%{U9 zcOD^>^7-SU4I?F|HU`Vj)il6^4xD=}mhPf#&uOhLZY0 zSUBsF{6laB{@U3S7m|mdwK8XoNlP1sBbZBdMbaRP-EE&u+-0O>5BB*Slf;$ZU(=UG zbb+MP>yE@e9OQjW_lwIG8Wrz3$;p^v$%on#c|DJDM!^3^Cfh31W_*d}yWasLbF3|f zM_=R8@8yAo%u)DF{d(u)6fX=u`IgsWqzn0a{%SKWlQ{6*yHrXTq-ip8t@bvGV&m=D z+SzaR(EQ?NLp0F>V~UMz!bSanu*veeoks`q|M-)OTy{ZCAjdzSZZ&C|)jIZ^eL-0H zw;{h&=n~GQD%rekioivgw&d2~SJ<$A{MENd&d_=8PWaV1Sr};3c$4)X3#@a?hI%?l zV8gTg8ljk|EpAl3@9eb!ly(E1)$Fq{T*#E4@vIBSPOt{c9s2>Jz73!3nS){M0ZR@; z;Vcy1{KydKlZKSwGuF364`O6V2irb|&)9h6V{5^=G8|aS*zT?K3Q6%s6FfWnU{2ud z_RIXbSa>vXTv){#&@Myy%eyWdm1p^xKlcnsW{-W0Ktq}~k956_$OntlFWv-dctK5v zo>q8iDD(%f#kNFTgyFYz5A@F*g^q9Ehuel(pzYzOX<=IxoGE1tOLwNi(mm5i876I* z4A^YCxYC5{^7j%i_swC(`0?=kt4Cq=af9)72TmBsz59DsvIuJO+%~Fsci;$zy+r`y zILx1}36_{}g+a~!3oZ*ykhAvk{oIcx0!^A|wQS!jn44uEX=yElvO*cAgR+4*qME%S zPCo-JFJ|?O_DSGGwfTofDmSpidR~4tViC&Z^(9Uxce6#p!~-dyp8im*=0JFsy3G%(;AAf+@E@ zKKs8`;~=w#mF7SejtcMgyJ~eA`@tnxLGCJ~CRq(IpG{Kx+O}}S-y<@ zBJa@#VNrha=~{ z3eYN_AkaQ6UHGt60+fraEeD5q4Za2Ofcn4EM4 zZ+{o@7`^q8jXoMII&f{UUf49D4>FgqYv|NE)o?RpX|gk@#26xG99=%ZAIdcc?B!38YhP~sZisRu|3yf53DAM ztuB%|u*mx6liLG#VA_u-Yb|JMYp*ij4jr4p61Pg$*dSRbWJywNQB8xf!#~*;BnpA_ z@k&oL{DIY3_G|yH1;F|UXF-_Q9M0=rlQMbm6#LR#S2_chp@3eM>FTr>^qVlN9oh2H zp7Znqw|l#w^3Z3^U*WXSZb5lyayJP{oA&%c$*s`+@Ql}!1zT9=79tz<*uuJe^cvl% zK*&8Vr#<}18A^7?qza~SLIu+!!`AbLSTN@KebV9>jEmD|F?T1!;M3bfZe5Eo=KJX9 zkp!)qD-Tmv)>^7)tNyzxtK2zJ-@oiW&9g#(A&yc>lgaHFqkbl}(; z&b@l^FZkLq=^dYK3ynv*plSI^%%j7e7?e^NZ?az$hTqi=+;HK=j`~^MRN@urJ#$`P zP3|w0dnp}$GI0ors@q@xRWd=6P^?M$Rt}O6D46VY@rS{`(8A&=gRwl{e~Sq&;Nly{ z8I1%4Z^_j{+1wgz7V-3P9GHa(0=Lwq@BX-A9_PucECItkGzL$tmSCoSw!INlVc}OOpEWE0WDWd3Ku3;mm`z#RoTOpsh|QlK8g_#)lH9MkkeUz$tnA=Ys}N zQNYRK@b@1st?iEbOjn63?=6NN{%D6G_ZCy0Eg$K*HX(54t^u@*WOqfq)WIb#c{e`x zJ{-L;|6Eha32KyQ)vAdvaNcKiHD`J+v|Or44`3X{<;#ih`UIcB2=j1H#ycUPd}V79 zZc~N%JEwLN+Y50d)~V3%$pdH#4Q_mzduePQ55r=ksujb!KmPhQ@ZfcxV#u1ZuJ7bJE(CNc}-|9aJLf@|BD0ewU>?}ESap=ED*qpSnXAQXl z%jA6uUL|5UTjXGo8Oe?0br-cG%q&~}bZLmkHUsei?WwA|4YOr(9~D&|&i$y*77^7mO$B1gmYb;{c;4i$=h+|Nl=8 z#HiPCT}eiP+P?&Sk54{w4DrOWve5M$)gH)Ce#t95@ph>HNnH$LQpB8gn>s_$cqVlzT6X z&YxV5TMfd%D{|v?!Pnud;5}g$W?xLQ=zLouYK>#MF462CjIb!g*Vy@&?dxWS zI}B~8pD~&@z!^s@oUkrJiu;}uN?FFxEMPhR>0%pnx4)BI9bSZSvZd*&_Evw~)%};O zl?zijef!IZe3&(09=!9@987+@=@k$Z0vX+2hl?r}vE`zbOJ1TDE?9SZi%vL!>kY=w zjmKX?Q!n?k?*5ao=B#Mju)hczxVx++x4f^8=XO0fe#ZKv=Y3guK47u(yUJs}UeYu> zo+cVS55S>s`UelQ-Gu?$NEx}RO=-GZA7=Bh6IlFq;kRUc1ClN0z6>wDMcPjS5Lb*A`bEtpl~T%d>^M)LP``x`n&FkkS?qnNtor8stc zyQ)1B*ux$79q)!|xiEae&;o5u?|IFQhjF_0E#Y3|OPpzqCFQ=<##IykDdWBlY=*Ov zk^531aiQhW<<5^Vb9X|%R)Z0`-4tuvemuv8o{7%Cek35$@@1Ynw@#o_7JYqU7dwou z4b0_!@q(ff?X|;;a?&*CJFcD0EP+8SH)*44ZJ>(ZC$t=B!xC;q&7$u-P@feym23C_ zexFWR9pYU9YW9?a*voy`d@x~5OoSW9CvE!11cIQUy7WlR4iOl8O{ukJXM_6Isqx1a zgOJCxzgcv#0Kd<0-0Z%nhvPlmbU*v!q2`3sQEvHc?0fmbm4~kk$JZX;Og2-&;ixmL zx{1j+(qWd+U3d}Z2SkD%-qwUA**k6gWuCb9K`qkqw;tSlpuBgTJ3qXUB53q{3spQBs6k!YinWfr@1sU zQwD5&j3c{`n&ZN`@F1K0ow#z<*8lE73!JvAh`YTn9A+kd8}C+^z}ekJdh41xQ2br5 zUgq*iSnyf7^zFAO4yttCe`%V5&Fg$;3ix(HX60zfP})gwcAZE(6yJ@%Ad36yyc5p0 zb~L_k4gfMs=1Y_*fRS6CY0M29Fr$4d`G(;$?7ioi7MuGU=F-0#ig8_psqwp#+VeiJ zPP!}iLHal@>G*r|7GD5j#gR@LNmU#OcoUdvkOiA&I!3ztgRp;_yWlxFTbSNS?Y}ym zMPN8B;gMJngmYZX+vlHX0{Mdw3#aNVfo4SfYx;pDARVr;d7SzdM#jd=liS>(yPGxX z$j;lisyxA(#3P7f7J3qof9-<7XLRlNWJ1B|S!F-x9!_cc>h}) z-FHNKwF~C1?-B0(a2-1-=Boz=?Xg{ulq!;Djy>BXzc%PJ;KpF#+BIbt4311Sv(neb zv9%|M1g`!B0$VkeS7!++BF#TMAHvoiGaoylQvk$E?C0GIDKL8RYR0E)4%paM;SoFU zk4-Z}x!QBvkn*`oCoZ=Xi9QTo=Zvr5>PDdFH`ANa4440P%*M6BbfSE^hin;;B$#Cj z-5oKu#h7;lI$&75%*&Up75k*-b0|ig*n2A~j{5Bg^d${gT$|Vi3+047wyYHxXAyPX z@!|puE=KB$hpk|-*3FXW-E*+`{#4FoEk~H^;Cf}O5d!HqPyT&wPR74Hy(ec+y@h)3 z47%F$l~7;ODB6~I3%i~e-Xw@O!^pM$^1|mXAeqq@?(GW3vGB3zLxsn&O=U=jJ-7vm zg3~mG=!iJ8&nzmO`8QHtSkS4u3SgL%%=h#MTf9HNJ{-RM4VprFW2RVJq2V4&^a(aU zoE?+=aU%wB^-OpM4!^{-HlnbTkRUE-s+eWFe!_vM;tvJYw=r4Am-TrnhlD>no_rlgR|gFMjS$cAY+ z@`EqAPA)R#5cX)6N>Pn};ecfMDRJ8WkbJRcJDVXHDBFe9#^1C+v*-oBdostM^Xt*= z=cKZ+v7YnV^Vjq+!NA3vzi}N)I9GSp`0!%$cSSz4^U|=Bq(Q4qpG2U4V*Aj(rVmCq z2+wQ1v!VIInWuJ#0&%%9@>5xh6jnA9XdeG+M)LJ^xLXvA!+q!22^K3jwkz2>;hG+_ zy`z`vKIIM@hVvrVdsCp#`1p@n1AQdE)O*W!r3!10Os1Y!h(_v|mY!+dRxTI(b-LR$ z2vZuD9QRx>M2eW4j3jLkH0nN{Vjs5zQs2vdGs}1wB+s?~_~VYHFCV@r|0My5sWFmy z;ayk~}7t2e8U@4|>$8!a&ZiXQ>yzLo>&> zbid8B(0!`AC+gM+tc-s8UepzYU3UVeU#P`md!@j~!ggmQlP1TaE^6X*FxQ($rC+zW zu;-vWie+PH{WJ+y-MgV>j933z6DVz{_&=1U5*8^Ttm{S0M43&`>P>h%{}l<&L>6 zgCChUpBXRA#0~yc6{~4Gm~nj1JJiC3oq=t~=iKRmq)m7Hmtz;M7w4wQ9%;g!Nq?!( zSIY2Jw>w{G<{Az^R=27AtAiakH^#;2f?#G_>juUC0OZzp(i0B8#Rf5-ja1nYAnl6( zV18j9hFgT^M_p2p{9nn*nnDR6YV>}gmq^BmA0rp`yki0)XHda~XVEZos8@UEnNnza zQ#SYGfiwoo{FPuhT8j-=x|?)99zybX#g3GVC$KXuCojirFC}~p0jKk9G#jkt! z!>D_rXU=RjEak}VwhWSoiRGL#<60RPFJdb#=87fFh{-_FK9!s@RaV_|PSu*+F&gu|g6+qd68 z*=Jabjp}g>c08Hzxz?d2lSd2YcJrRFw#r zX4b!c*vb~jU9qOU?>nKo@r|l<>1!CwuDd#^;7Ond?^V0pWhfNqoW2NOaprS<%f!Ga zc1ti%#nuZ#1B16?=npAr1~an+_2U*W8T(cylQ0YYl`DK~&m^HERcyyXMHY}Q*sVS= z4a9k|?GGgNX9x^UDv6gLPvU%xlfNV90!%2LySw-70hnX9z4nHg7CNPGdVM%az|kf? z6OKhMtQB%{e&zNXCQ8QZpH=L^b^mpza~#KD#;7K-o2vujt3?_5Q&n){`~~K}J42z+ zU~$IqOBzxgjvk-6@DXdj3|%>KYY%2y7~N|yrN=d=Y#CX837n^SxlEts4UKQU&IX_F z!MQ%4O^R{{W_MlKyjL6oAw#@DD@sq0dZI;C)`1tO%#BmR+-kTi_RQttyD^+$(w{dw zAPat1<#T&_8gU}`>(|%HQAmARy~90Z4CikeNfvg{!$d9TJI`V+WBGKqkoEl#`-wUbN4uHn?1C< z_h~wtRKnn8mle?&PnZ+xJ;p@)lt9;%lleCBmNeZ?CGA+HK%7_;=JX7khWg)Yvo%Fx zQ0ac>UkZsGD-LOh&ozAmBKx)*ODyp~oB&Bcw!f+N$Svc;rsj@&n^Jookgc?+i=j{9&|&B6#ASdI+(28&NFNj>`+1@k5^FYS;I0Ag{pZsVSh zSe=%)m~LW#LHneQ(uR)hDf)%b3q``DP6<#pnzD2(a67=PXU5+>}r!ou2|VJY=r zOole>X1@q znTmB~@BgSPeT1HvZ_j*5an=@@%@{r!o4^^srD(;l7~SLUM8)M>p&DdzdXsY}LC`lO5)vqlMMI*xm=*P-ux(EaoCe`iAJ&Y9o5fLeAnpgqTzOEoxvlcn&IKT_bbhj@4Io|}-9QSqOu|GH# zB&bg+xeW!s6IZyeJjC{G^=XduNiZ7Ue6FVNAWpdMd&~CB3g#+LSgreWW4X(ut)b{Q zY%C0WKQzA^`(+Ma`#c~BWQucD-Y$A1O)I>#?P!MnN3%P>-Rrgqk(h3QMC2Tj^L~+EqMMyF;A1jqzgAIDsu+LR2 zDv5J1l4}g4hVzWDOn|3hl8XQv>%`^%PSi=$bUljqo)^RMyx*lOr7196>T&*I@+P$E zpX_Hc(ZLDR4&#M1DmKhfF27q%-O9I@=e+4oAw`Prt~d1{3DD4rsi*&WmT{?!uMAB{5zcLG$^}z!4al7_n!Sa zID$k!agEB@H7E#9K11H~0k)LsfZwrjX?j^55k*>EAVtT&imuNGa`#UMyX-;8p3b8N zxX=S7yi>wcxe?lFw<|}Q_CT&6ZPn|x0km}4&3x!~E%wt5-BbJAfc4K0vyrssaX8xV z^2mD^$WK0Y%*p*X47Uj;nmi^!Uk|UmL?1WI4L@gDWNyHMp|{d>5_h2W+~O5Q16d&H z{=FSYJr6{)jp@+adO#KrUat7<4$C@ei}H)dV4Aq`D}=)Uheq!e*ndsNG#2-M2A2V> z7vKyS^=*Q@e@*Ye;S`C-m-sTV>)wyHNMAi@Eq5J#+UbhajYV5?g}V@6S*IZPEf`yb zFDY8(6k>TgQOimyAJ;6F?u7YCVfLp?dZ&;YoIWvs`IF)3L-Zgg|(sDiTTX#bakA}xLfyo%@|5ae^UQ+XyQzD!gsS* z5ilvwa$EB=5r=pEr8#FN3;F-usXcQ|Qkpiy_FA^BHf|iDTPxdMi^Ck}M+Uj>K`ob< z@^JJU=-fsgnA1*x-pzR#Rskto?S3oDeD$F;ElnOD^T~B-riWz}ygmuA_Gr1_uz3$w z&v0ZviaHIeKYx`JJ_^G80=j>v3Tk0)Lp`R}TnsnZ?mkEvh{uW74_cV6d*WO}%TL2t z2TXBEzINfrckEiLv=)$*fk9LDGb6lSIP_)Xsjk6cB&7T)k*z4f-XITVV>1>cQ{8o7f1ehVXpp*5{v`_{iF(0Mrjluv;WzHi;# z5*06v?Qg3Gm?ZDwtXb~6){pOTP^hkkXZKBMhWqTLtft>#<^52Ipd3HOrXHYSQ(=X* zS5u|iw!E-)o$VKi!cJfcowsdF*bO81#P@p2(&C75Lu=4WVXW0rF?AC@2K_PCZhb4- zFmuCC=JpX)obEbsJJG1iR0FBn9JnY)4;V!pxse?LjArofnh?O@krDd)J6O_ z^8Gs<^e{TFy%}o3fwn!*={5nD^q$}OFaHu0d3~xH(f$vshZlG7hg^h(!*my|Q+7k^ zGL`0d_yy>fW4`U!Dgoqnww~goIf%KIFx{#|#KkE2?)_oqIP2-0vT)@Uf%(8w){npS zu~*T+%F^p14ldr9ES=!NvLoUAaZW7KG%#pA{`LU=-FKWLwre*mINwrwT^ef|s z%A-)Mp8t74yAgXd#~rI>f4ztWYS12RO zK(1glB?>1%&dkPPQ}v@;Ip%d#_4Q5Y*Uhjz{6`x{m=-MdDE`1wf5_?XR7rq&{!irsYxX+(RhPlImxp#!Bph5p?Bt6dom}cB1 za!knp#{L+8sX8}>)PftUAx3EsCgXb2$l-sg46) zr_~~Mb`WU37MC?#Qb#gL_vm-`=RjW2xOtk13d3c00@mhZkRX0Wa751#D9bCCx^++E z6x(5^w=#u54mqvAVHpF3lUJ-6r#f){yHYHXHWSx_FP*b3KZm2ID|^Sk`e37n_#xeX zU0ihMkGp@m9LD!%HfH&X!KB!#oHxrWe7$CIQorTo*6$ld1YilrA8(I2FSi6kv*mx9 zf6imaaD>><+w(X>uU8+fB!E>@uQ*Si>;Y^vDE&NR2}LISh0I^RVErng4`>jZb` zoO7_m#5#5bEr#z{yZ4*KO=fzid@%L5fUpVmg9=N!+>Su@a4CrzJpx0rY8MNuqJgsC zvf*(&6Zq<>=No_9;)*9%add==^9O`nWSx#8sVuzzgU~^!N^#?290&w5zt*(K;Tw>2 z*JN*E&RI-sCpXRp=U{IceO8UtSs0c+`|+A3*H)h1=Uv@!l&1ULCva+4B7ug9%CYaK zHFVcs5tTR*3&SP!!qFf32-~;+TMb-h#J2Qp4{BbeLWV;5*+5?s^v~Q~4E|dLJvn() zuMjnuyRU!gUWFTy_Kg%A39E(aL+RhGdiWqIIX62=GYCURDMehSI=UY;8|xedE? z2-XkxoJEq;Wdi3RJy>|QgPF{~iW}we{hc3{fO0gWJj{@U#IMndp{_KLdwNYv!ebwX zE<{zxGdjVbtM#%(!9M74>&^XD)q?%JZj;H41~4Vz$8`B05o)qWzCO*Zfk`1PHJQEg z*f=mG?{Og+=U==HeWHFG2a!zFPFj8m(aL<`&?-qA}M#w z-f@KyM?UjEZ2iScVB|ENR%4;UoaoF6#Lv7?WRcQPPr`Y-j64qODX98OZH;!<$418DgGqDg;3NLYdEAW|X7<(o+&vr* zvGYmAj)~?_ebQNBp^+6<9{4qWSNjelhS%1VPg=q>(>-ejDOw;7%fGo87>!+DtWFQd zM&snl<)%XyQn2l|*L19~5YE1^3acDa-P)f={5`vOLA%N*AAi6x?A<|keByQ_3^6rr zDpjZ8kkkH`+nallObECcS(F9iJKC}&BKcvZwfjNRUK$*qec`9<^$d~&ICtGX{s-D7 z3cLu{#&B5EVd#nZDJ*McR`bs`g&_xqE4+*%Ncl#zqNgE2Q`Q^TF!04H_NOB!5+ZT_ zy!WxBAVJu8ti&uOT94z}S-Yos_@V8P*vsorlwkRD(55Y&CXQZ=Ir!i6cbGBI^Dl%_ zjAOUMLPoljk>YS&>iNqhbTeb{?ceH`nPTK${`(txJew;+?Y;myjAinP4nagyqN`=N z3=G}t7#b?s1Mfc$*=ZcQ0AvA!{~ABvfqsRWjkR$uXl8Le`-7HI7bP%+h# zX7^51=>$u9lK8SMF&_#!TO7D;r6 zs-9Tig(iJ^zplP+s5hm(FIgLkvww}H8;Kh@uO0QN`>P;M$2s4^WT`{%f@i zJEoQh9~aVaWF*f}WHJ-SSa1FNXmAtAimkWY4$}e2T!3nSS`A0&>|C6VuEV(Av+p$~ z?OXdH7kyki6(=ow1yhv*p;?7doV#%u)~*CPSoeK`L2u_{#v~b}rfgd5yZHl_c_)bq z@-&D|ul2Q;-(WvuS!NL9HyA!WcI5@5GxqB@tek&&0?M2&wgsu_;>2P|*okM~an!8x z%D^)nXwMd!HeCOMM1i0k3$lB$-=(D@Z!iI;FHdV7F*^=jKVLgc4*%KWhfB#JJMLij zQhT6OZaK8b3YuQE<%VviooTMMwK$u7*Kk$&HO^oC6=*@diezKELXOU@`Q-}VKFgU7 z6Qyrlcz=cA#P1I(VVgT)iV|>FX!~V!SkV+SyElNdrHbRf^nHOu%Wd^(ngvHQvM=(c zJ0qbs(qM>fKTgfJ=Del*3vGe+#@y1P1lr#ElryJWuxI<~v$F&INc~|!{ge0_`xj&= z)+2|3{6lPqa;Gg)EPJE+MJjRLs3Jl~EgdKyvZIgO+H&3mjq~yEvtd=Ex9^eB2n^ma z>bl-zF3nW1wtKvR8M7JsO-L*15OqS=<%nYybnM@IL6M^YbA82HoZClX?Z>6_dQD@n zpzA?*@pXqZQ&(b^*DV_ubkJ$AJ1Yz=E-oRT_a_l(Qt^TOL^yO_^?F&kX@vhhjXzYe zkqxBr`pOE;Q!u!{4z(whpnda_!Uvr`oT=DuIM~t(M9Y;24khk5V{qZ1C3wSvktFL> zS1cAROr}o!w;yMT^2V1sC>Tq6YJ55(?mLyAE?ef?7lm}lL6j_qh9tS4W* z|JHRs)JGNNtB(i3>Ve&@j`otcRwYn;(X#}XsJ7mYu}6@aO^v1dc^ww$hvWFzb+C2c z3*Xqo`LJpy%feJKkIMrFa5I~PP0UQ8O}{uGJ?S%v*GwB0!y-MdrQC%%t_6-duV4*l8nK`45Tfi^tfSuE1K@tpg%s zo-m`aou{zQ7)E$dw=FFXQukKN709H*(k5N~^rfvlVP6$R-qYB+E5c0iu^24f9?RM` zHI8GhPAP}qWnh`!$)Gb^#~J5i*gGzxij;2h;iF}5Vd{bY6CMAH(sbo73mr5(U@WiN z&WH6pF0@PU!fXmsJ3sq8kL-s2(Z}tXox7mdBg~j|ksc@0PB*+6EF#c~3SaP-*p7=? z`LADwo`=~Nbt)NMqgWjcQ>XhUfmHuDwc!abkVp8kAN1|Q`PHTWlZ!QH}w(@mu^rlo;ugH15Dg9lJB)f!UjS#GkmbQ!v%0R1EtsT)uPuej1GYYn@n}v_^_h zv{?-22drMWwJGKkfg}umLA*zR&u4|iY#FDj6S!8upbOp zm@=jxCt^>0P_J~~2sC@{cztqki~q0cgm>%-!}g$zOGUd*;-Gf2&7Sc^n6p@VW~|h>mc{wsk}I13jAs+rv0#kazr$#Q~U9*!9v@!4ntr%D&N$e1qvO z%d0M3Nm$(ebKdszA(%L`^g%pV1|~bJETu0$!Wm7WE5~cT!vOcy2=)jWSe!OFV@Tx% zD%TC-k=bq>G~6e(dx3~ke}^t`RV?9HEgW3A*NO2JmcDdFaxk@vy{_c;T__4Lc@etw z1N%uzG_Qq?u&dg>tn1_ktm_o(1w{+s%ALa$qYKVR68wGG>%lghj8uL2{iHCup1;g^ z_uL|qiPP*nJT}lfPI2Qcu9v1cEp?qvqDz|I7S-mIUp`KN}f=c;MsMPz|IdY5QDI|#(VWZH_OBLw;t!!GYBeQXdS?%T&v zfulFs^N#4mL*EInsr2XfaPdO8wtFHkP91D);CvDWg}g6C8GiKRu*9)9PpqzD*^K~k zal=0_=AjA(_e*j8sg$RP<2&5kQ6zDV!UIHNmwfC4UnrcaR;Z_rLV}vWQ^nUXH*TgT%dddLG84P0*&lJd?d#?fss^_F zF&O`=dI##+gN*eiHZkMo`q`D=s?eSCJLQnLG0fimZRoG21wF+r9k!MOI7gU`i52XH z0q~7;+QWk#CA3{B{w+wJ-IW+VGbY?FqH)A4m#K`cGN- z4vy*+XSW`)fmj}q;VSYM96pt_L;u5bm`LJ^IcgmVea(J1%mpQIMDAmqAPhtD->Wr+ z25d;Z+_cv`CI%;*IWLXVCK4FlMw8vehH&9+#)OQD7?KOPV`EtmiFansSam5OIXm>p z$5)m(+L4;fAv21t69gH3*9ch3+wtpf(pea4{dfA*+kcqSXT4)wZWk<2&b91)&k2hm z15V3P-Pr13=-7D;-VDwz>x2wcCq(+fz$5U5<9346-zKw*H znF%{$-f=_!&GA_?{x3k4nGMzZ#{pTfHF%Dtz52*B%Ui*o_fWS~?XkLm7| zhmOC!Ovh#KppVt}czf}u(DLW?9){gUNPQ>q?{rZoHXMBXVj!O%W+?pU)wiF5k^ALW ztQ7bNbZa8l=OlM;@uyL%TY@G`^%D4ey{j?8e^e(gTMEborQeAV4XZc2yA>8{;NSKu zhZt5LLe&G>4vu6^pu87J$#rvrVasD+7atULNLRmZ^IUI8QV-fKRu6~f|Ty=AHt4TVL*Dndkl5D#?eW`N z9})~nigf#$qBtSaf#{alwFgOEhpp8Q9>nForO62E-?$LM85?uY7>J<#B5*b#M#}k&ORwq*ivP!xks13)dMGF zn%TC+o4|a7u(C%f3y%L7`4pe0i7onCuEJK=aV&+7P-g56-H`?@Z2^6-G&@;$m&ym2AtGu4lbQ!|Rf9lI&xG^eigO4BQUeMT`C>DlAk;7To zV~V4n4{R6Pm5OD1QQT4BGYV1og;MIV=hq)V?G?3K zHm>p5K`TvRiQ&fKOJ`}A$0d;1qnG6lVCux>b_LH~XqZf7bx2>ssuLbnWBZ6hdL5Sp4IFcgZ2lH3|+V}UEj;62xxHc4(IC zffbLJ&DJSbp;wz{FemUajvu=)Pj7P?yV(@OTVC_w?5)c+GnVh5S(+}ogZ4R&sZz=Y zJP#tNgz84gVuNKhO^@e$qH(!AXo7$73RG!?IzL}{2XjxF^}g28V*hr--=jKe(5bXX z!^FKxn*NZ^%_|k6AO>-borV_?X zE#2EiCvn`7Mk!;`6>IF%MWT-@Lp4jegra{1{2A!JfBrvx9D2$nb(F9h2evDQGHgV{ z+)vNrfzi*Q`PbU$K;0sck1t(Z@X^KAhb~2dTD};ako=o?tOZEZIm3BJW?*J{LArkJ zAoS_ldH?_YmLr^RF7BO3!g?EltCydhg;|m+gM^qU3^8t&MtN%i;lS7}waFYPSTV^z z-);y?UI_y+0hve~O7xQ$*T7*DI8-*30ZT5)duu3yxVCrvUU&Rc=)E@-Rhi>}L%lB) zwzK|(h5KpWS#28$OsTd5tXsU((KL?Q`BoTW7W+dkiWP`Q0;3F$+5wTT@_2u74y=Z1 zUptmyhF!(mf;&p>p;IRF;tEj|yZQR_Ccls&-DcF$f1?6ga`}D2!wR5re&NGgdw?aT z_=0|@mSI&Xu@P!bN9gYa6~L0~JL7f{IjCN^%`m#J2uLlz=k4FM0om_FXUd%rTzFRa zPhgT3e-qmI_Urz_2Ifn{19^PV(-qUAaGnbqLEWjr^DR!yu!&01rbFBOp`)4xD$q3J zc4PjQ3Xpa=+RERI#+k6h^3YRMZv8nshr|W{ae4KjNR8h5F_g7U z??=DeQaM$(Q~yWNc?VMUzj53iMTDqORnW8%FKw$h{QL_ z-tk;}@4fG}w|lR>e}4a-KhF7_&+~cS&+GNiIXLq}sx$p=E`j6l>(yD39Lx@%5i$=j zL25&5%D+4d0)w1c1&wdBPrhCA@ZhCk^sIvJe8?N9_=Quay`s`BCKko+V4fVM@shb|3I{)>c8v&N>d)ZwlE@I#L z%kkT^^)VzxR7dMg1`b)e&%9B7gKieLw|40qhC0X6``i>MKpU4Ry|ybj5E@^@_EsHw zC^z1AZ}R3BiJViPSmJT^yjT0j%5rEVP$unC|H8o0E_$@v^!XI_gdk~toMxWd2oQ=u z@|h4-^Jr;U)(8sW3FXC7dkg-hS7(4+)Gs&Fy;<)c&ZcS{hp^z>l$^C$J8b;w%$q*T z4((lB1P^vU+&B*1w#_WA9iZF}0|LbJBY6 zeJ)Hu-T8gm+wG#T{Uhb=gGM5j3O=e1L<6W;N!I!<8ig|-xX0LS4r9vVz}GjDPhsZW z0gdEw8z3BhQu9{FJUmUL)uC; z3Hv?teA8FbaryCS*GKsaNK3C@H7eQU@SAi59hp?@AAixUY4aLqx3ne>#Li=~8e>F2 z-cy{t8oPU2uPh92HM}{f;ZCGuc*eF|cL?(?-BD4yt&6kfg6EA5tDslsTKZRkWgKgM z#ifyHfa8z2J~ok~kt%)PIrHNQY%aO{&b&k(sV7hO4#;ug@))Ck+QwNN>`2YX^WY~k zm^pghmfGa_$rHxEFBuV7{hxIeH=RcJ&M|ssYj<4OuEbdyp9h^4`Dx~(?9f|lP2ZZu zh~;|SRn+r2NIhKar)gq`gG$sn|6gs8uMCIEN}gcl$>NtPu2a~@)NK;1%nSL(UAJG- zRI%b_W(~nU29x}K1ZzlC%xk8abJ+0UT;TNMuvS^<)2i*>(Wr)<=ZDs^CYpi7xlbwd z{#Q)fzY^sAsu-tD?s??o%HxRjTc6=ZNBos7vf5$Z3k9Qc+9%feprBOQC1(FTb~X;~ zOQ+t!#RgHmcUq!Qe`(9mpWU+1DpzUOpfiOt{|d5-*hUdkD1R#Q+>mr_V3+5oJ<#?< z?On|2GuZo?|5wSgUL2G>ndAP=3x?;%=^f3TaYU#YuJdGLKkt?1)%V;$S-0iBw5$LP zxo#&8n7d-v&em_TcM@U1^I{(Ny~o%ZaXf6Vh$_V0$*q$0P=vngFC7h|U7`QA-8s|! zXJD?)FRaJm5l{k`f9$$@4yU94d@G#u0BWPi>}z*joJ)2tF%Fc+hPflx=>@g{twHqe ze-%bR{(WCNYIY9SgGITmt$2t`K}ST7Fd4$gEB5V0Y_brQoE30T#|cZsl9Qg@qhZ}J zJJ(J#dgyp{`9h4)-%W2AZMz4bi45{1Ry$t$0Ey*k;z0o>papz?_PysFkiGxxd3;kG z2btK!G%l@RCAEk9GL?*Fl1cNAXPKZZwe^_&QXb@8WxG7}-!B-F{CJ+|?F(beelA$gzsw$3^R}+dtR7Cv4u`<;-jp4nE|}$lz$jPEkurWqusY zYCm|?aC!pB3)_l1(q@1r`rR&!_z@aS&)$_QFu-cckoLE^LY#4XAMs3alaIb-?`N#u z%pG5qms>TOVQO4zb)niA26_IRdigm8=GjahhMBZLcR|I=hxv_2(jycFJh+F$mj?So z>sw*<0AJFSmOm6M!lQwVKj4F#;=s$K;?5{H;ZJ0$sFX8FX+MbBiDDnuD%I# zG8fAj3G+yK@osi&&Lok+RBo4WxdhN22_L`uYYOIr=&Vxzw%~#)jq&}bBIs8YRLSiN z#j)>)YTd=vfEIW~g7L>q7?FFY$;EpY25N_6C57HXV_f=l$Cw24It=Ohi00vvn7B%7 z-(8%Jf3vFH_6qy{>=mT^VkI)4SGcwGl^w?2x?W0Out0MDd%9o7WSFB-!|F@G}R{=nRF}ycbIw z&nqxyHsYdZtAUwkCyb~(86$6Ofh6Us$g|xFFz0ovcCW==tg@`E$fx&%Qto_4p5A*{ zFNBTnVjaB0UhNZzr9rmfl`Cvz#!i` z9NS$RxXo?|Iyjcu*mssffA&BB$A?cNx$vc;<=kOxEaoy0o)Ey6oEfGBV=HKTw07`8 zK^wL@?|k%@r3n9ye%kds>>@N*YP21nI0&O2TKATx?!oBP%_bq+KCJJz=D5743fkNM zjW3>#0{0NNV}U29PS%&utPk4b>9MEUl|!80UDkb@k0bq)fK2G*+2lM`A&FQlJ*D|ML^nPnW^5 zVI9x=>B`vfEspK+YCen^AM~A_(7;{;g6N+8d=Pe2O7h~HP@Mc$%+&O_4%(S2L*1Xr zchx2PkSGTWsuBfNH^gyd`}*P+2ZrJNK7{#C=yT2ywa+ z=ybGKlbhKwa8IzCYX%GSr6i%7A?U|{qMdxzAIlJShJ6zn@DbZwMt1}Zw~oAO_lL;8Ea({|zSaKtq` z+F$cB&NiiTJ`t9~c7^b$*CD51{h6so!?F*~3f|?sB76!K<#t$DG~OVv{GJG^xL<;! z329c14FQo4XK!@ALdnyYCKn^9Sb2fx zx_8|#r0IIQx*a!y8iqUH;@ZyRIRD$(bGuVu?DF39hw?9QO4B6o!m(}~bLP#z%=#CG zY$_6*c9!6TV8ko=lNYf2>fzG!?Sqiu$m75w!U{uJxL^OVFAg3^z7W+DhMmKw8g|ak zz$~AB!GHYzFdL8|S=FnDz5mGz`JQXVmb#$uznM1B7xsINE`16}tZ!CUeUISKd5!~= zpo7r4N6h0HlO4`C92DCZ5eZ!p&;Mre-6k@$t$3uQ+i!ZshEgW)|K~{GDmRP zXo9!noFb6g&qQ-?jN;GPaKlS;n{~2_dE?&w0@f8>1SayBuxVy8@R5u*F6}rUTacv& zi;KVFBfi$c{H+WMPW}z7#GqfGa%fo%bX6D!-I5wJB*vFO&jmb~3lqDtQani6PT+9#2=I1YksW%Q?l0RSIpj5(Tx^2T)wJ*>6@HtPUnWj3N;9JHi zJ>m5}wgjXkseY3Y*oKQlF1yN4C$aGAbVY!eF;asVsp_(du(7CSX!m9w8_EMBQMm=10--Cx>yQTUA)W&=U#=ukSBCf^>z3Zr z(?Pi8!*xfupdaS>E~kHE?8hnc$z4`hhO^sxHFnEBCeVAbe|-Al9}axv(vxpy1nLLf zK&!hQIMtD6SlmQ_oQ&-335I!G_Mnw#RR4uyg+0q(Mq-er9~H@aMFKlcFEXhw9fBGj z1Jk-gNUUv?Sx6WSMQAuvO;H{iSvk0HFg-z&E@`l4^25w`(ry~*7krfhi~k13r4YT9ieZRy2+HmmIZuunLjz7Tnknurz8rmSxY zZl1rBXXG!eo`A;QHR`kO8(1RHvtx=b68im*2VeWpkLj^j##{d$#(I6j_rtd&u>aJk ze@DF&C(0+Ial5kqmw=u9Y58bHS>oC31!1QP}ItseD|Y4M)=(o(6@VgE=LNdeLrO zDEN0mB+6ksHffT79SC)Yu7Y`&|D4@$=_aT|D9zwVQ>Lb`nGUR!FIL_scf*Lc#Qee0 zF6cUbpNs2z0WL&G_@zG1#m2Ue`$}Fn!|d+JN&Am3F!pGzll`p{r2V>d=d33QXne^w zQWuXvx5t!>7Jh?y`qGZ7Yz>$%;SJ~xPQ^bh$wNj1TsUhhwqxy54GdUcrs@Be4K=1U zDb#xkP#)O9tF(PT79Z5SFMVtW6n(0ScyOy8vjVoA;*i!R(9Ng*@^H4p5zz|C<7)Lt ztmqpHYx@Z6QD-ZUHoe1{Fs7{j*lkcII=+|n9zC|N_*T#j^k8cFHm&-87o6u)<-Ei^ z46UjAIJB;wBrqJ)igES(3(@7$S3U9-hzw6&9BT=kMQlsiX84UAhFi5{LQe1kaX7u3 z#WW4ZU-JHJ{?~=&s~$Z1w&gfy*Ia$E`ZbY$K<(5+^TfWv;e^FKa*?_~V-=eqwx}RQ zc>fvRt~wxV_0OF&YS;btYQaKCwj~u+mj%L zBi^-oz6^&p;#{k4#pC1^!OtxXRZz1-bUo|140iAx+OI0{414!fzkK1%jKBZ7%9C^M z!8%Wfv55ULjO>4WJ2G!Ktd~{Q*RY9Uvs6c}W`s2+zu-8l{QDtL9gAm=&;7-YWLtv= z+na%$`Ih>o)*ia-O2+Kw1aYoX!c`nvH45!`+WmWP};of#*(@v)USzn z`MYvq`H`fh-3;D1^7mPpjWRcMb=IYXw=`oX;c={{?`0xAtJaA&(=MFk`)JtYMSz8U z0UAxZRz!Nzp|flHGvKTKCEHfu2NsuJ9cnMx+}}RVAD`O;kn5$sSgb)w$ofFX{B%HpBb>@z;ybDir>Ca=6zd*vV(0w8jQk!!p)Z?h{3OkbACRW7$U4v-gSMJ`m9b48XJqa~# z*ur>ph`00@keLVf26NOA>2AFq>)l6v#{ zDj1SAKV}P3_F}^>xrHa0TF|IEZ*Ot(Bau;JcS_V`91hPh7KGQ|gTB!viwo9PutYfL z?0K;eSDIY!`fils#4)X1r}ytdlAPK;!So%_nSQaUmQe*=-1E-z@=5}gZA((yX9cXg zV>s}S|29r?P3kgop9jiaqp*rB6BwB?WXL1S1I0p-o40HW(!9(Z7=0=crzAFB=ILS2 z@$-+io<0cuf;UTZ4AhV$npLP^sEI@C4z={EKcOWkvvH4w12%A;l)ZoGJ1kr{R;*&x z3iArVoY|6Juv2ua9I2xKm$=$XnsOzfAkOzk9WvlQ$B9eEZPU2muQDo69>T6%2?qbF zb3ox}dbaI(G0sd~JYXeBf#rL8Ww}8F9Q$f@wATCxc6_+3?rHcH7JalvokML1j55^M zpQeUk?sZr|_#H+ZHZ%%06W@x}PjjDlZ|+C!;ZHtSs%&v&E#Q;Sz$YXaKG7q5GsYoZ z*=~tDssx5KSC)xyeVBEUgKP5T29h~q$AeAEarW%a?9eUhmPF# z;}wj=REq~f!$)#(IDfU#{)InGRId7OIj;)?OC=EnM~>lW5+cy9lu*3U-5m5 zP*(t^$D8PRy;jG$lITvtjT%e~(Y^J^qYE2qbOLY8>*3rTA@<`MOE?>CCTghE>mE{Fh>>AD9sYa{|C zIjfwH?*Pml+y;^9yx8X$X-NLNg!R_fA2Xi#j5U*t6)bWWA@9F((M;VSEW6z2ykx!# zvm#|r7+#nHS$mt3#qQL~2#c*PX9F|+~5gI(W2_@f2*xNlAxZb=ACJsC(d^)9v zQ%oT?M^Cmw{dxuYy-E}es*PX1dEz(Dq(zii4RONCTqP~{?;_CluB);Z=D@HKq5Bid z39NmoW|Jymj?|)KlMnRO;iKSB>)K=s0{uoR{k=1)K+Uw|sAMBzYL`syQ`U zwaXFbbP{;?48}s^CC|wRu?Ju#eQ$41#CIge2RKb}K8M94u5T|lECOZru@p* z?iEr}8@dI3VzJ!fm)4QG&1O}XHyxG=*V%%PujAr}vuryH9zY+%?_96!y*N!LuP!N8J^qT>{RFj!albu<71@>^xAtw%?7mY=-9ZwD=guTf!y}@77Axox2T{{Ql+DaTBndfNfVa9X97v zPCk(o4%8R}p#n#3tZ}c9*Zi zhe$=3Y}G-e?;hNGT;V!oB~sV7^Aup$(~}an++7KbN^k%5 zmWSem)nczk*$OQAGDa+4dW_k&Ff8y=JZ1SAbm-=e23xsr)=|aaLDNGRzWTK$f#iY< zvd_&Lc>m#@eLV---(|y0bM~52>P=``xPp8ur?51(>auiXF?Mu&xPi6Sl3AS&XjMrND51U%* zm0n#Z;XnF)m*;gBV7y`LsoVxCQVbe*)5HM>`@ejuH<*V4`=uTIb0$a@3G1gnh-Iku8+el4gX(V#~HaL$`5FcVM?5H#;6l}>9X(kpAU)S zNaw909^KEl$nhrf_2cU}a^Q&H1x`AoR%A!{yS~Rf?N?0KAO66G^!wfS7<{oeHupc* zPC;DK&}^%5bATapx68a4(vYcLdepdD5|=tp>#c-RvHCM#_MyQpY;tqWsk3p%iKoO2 zFQ;Z~H`TvmoAdyGoo4lN@rlNs(rBGpS7Z2BDkH(6a|Bk(bR)9D?qQv>-}*_H9;}i( zPma>E#jw@q8{(~XxbS<_gYnfS#|=;atL!|8%jX3?g(YqB@#DEYJK7mx)zDw=LzD&# zl|O08;n{-=l;XJ>u^?#njtRS~M1dAs;JNqW_AvkGY8L0)Xvk39PTR0a0^-qfkyD@V z!0@D$w0r%YO%HjWK>7|iuCLMYa`z>OZ*MvDX4C{pt&g4NL;N7`)BP8$eHus`_V%do zZon3~8_!rJ-ong!HglT6Fpdum{%B6s2C~PzN6F0=T)LxJSN(SemMl^~Xv&GeR6|k! z?%^qzQDq#RIdTs-YPo_!-b~<7(XIL|SHq#jOGt4$5(bYWWg zz|2jT9Qg8vM5wD)hABxiW0TdVFuYw|Z zdQC2QHaPlrZ`ae8yP-#J>zx_i0lZMxPI&b!PB0XGZH|k;1y!$c{2@SO z%8D%Z`}71B$qzd%O~$eBpYrsccdodRVf@D@JPJnte$g(qD25@m!)LyqDFWK#xm4ou zNEkhCgyR)>urkhS48c&H)_n=gI1oyP16eS?|V(>fk7V6ifm z@No(!Ie+P9jcveBZY>2_>qxA)tM%w-&>f7Q9N!?kZNg!<`^R3p-9)0ect~yQepoTS z>Xw;VlKX@E zdt7}VvX{l`1QMACyPnfLfuh|qKiWbMgSro|=z3b=T9DuF0IwDt9dT_xXDkP#o)Oz` ziU@PQgb&Zz`U!LvP1$dw9smlyXA=2a1k)vP3}^f~q3Q2bAi{a@igoY|1VXcY`?KLEa_1K8yh8EBiEf+Hp-6%LIF*mwAt z%aXV$G*mrXNmXEj!A_UaxCTG$t-q}u<@FV!52QZKWh}#?R=K@Z^oG-&jPu5*Uk1dEh3%L;>Q%>RA}h`lT@7e0cuCP#1s@YaiP%TW>wQG zptya$XYlU;mJ_jOVM!4SeD+Ui(Y7LGEBpN+=|EgCTOSVj)Qije;9J-6y)fz}*FW<%%@)rzEH?VFXV5XD>SU3*ca2&zcHD zC@cyH?y|am2pav!^evvjFlx|GVR`-($?|Q5kxpk}F~a%Bde}iI{Ayu3d-D%W4)1aE z@85$>wwd4JJ8JYqAZg|6 zMV-Y5*z-sE{qwI}xIpG-x_6k4NZ+5^q(zj1jiYykOLZZr`7wz|^cd=(2@GN*wWW4#n*s}Z?v>Kg4I)_lC3`RG{ zuO?%k(zAdjk^q7J3_)2*&JoEUUX+x4n8iMg9+U8i>o{)q(Oc?C5hGkE&EG+%fW1P$F%>+c6H%UF+L0acatReRn;B!8hawT6h` zl+MS~eJ5wI@3?EZb7u=C19OUI>fce_8wbjnQSiO68 zq(_YvNxoWg`nT6HvuOE8_rw&C{+5X={@FsLzr6F{dOI_g>V_Ua6;q0{)~TxT5_Fq+ zq-;|1?+Nr-YKy0;t;13Y!;A@=GxkT7Z&eODgZaW?nwD6L?|=87JilWLG(Ko*e166U zrZ;|yifQO!{)Oi45y}xb!^G`S#uJ9^nPQ)weanZ=y{mEUk6Cc&WI0{Gp(p0fR@*B5 zVFB_{`_&JBDsYy5X4&qVHT0Wz2fSxWh7Pf}@)bl8AbxRu)~fge+D5jYt0~GOGCXh@ zN@pC!S$PXHEkjKl`^C+)b*>fWtgLyh9H=m(^lE?GF=_0V-3&Q*UT~`ZshDQ>2Kv~_ zkrUA`)Th~Dp`^pp?s_g-akp7zZ zB*to!%U?a-CeDUL21a6{sj)FqmK_(DVnbkhccFjXQ38 z5Dmc`(7_}>;<8)R)K~A4roSq|9sQ3LJ>M9O7UoF;AEyv~b zKklA8g`wc@m70rO=0p}|V{w%rAM7Ol(-OVyO=N8gR$2F|fI>#r@jHoCFcVZ_Ps?y5 zFiD4or@c3Ueu+OJv7jIc{B=C9h@+LQR_APvmcyb*(_KRI# zZa)oGr_F75uziB%>lQMnRP%{+%&MF-YdqkWcKh%oH(-}JWAs&vYG~!Z-cl^Bf^9qe z22UMMhrx)t@)>C*T-|wj!)uEmw5PPwN5;&<5^wTVK`%L2l`@ZsJ980hohjO~M?Ii? znD1;xZ4*v1UajA8;xSTV;@;2GVsT1ZInC?ZcLD=nn0`crEX?;CXZ*YzjvKcxo(VhD z1yi=?tjDcVV5D|@V)kMicDcphv}`4 z518q-V7}zY_18&XVdnY^GL3o@>YMh~rY7=Z5C2;_-nDF;ONZAixwnD%uUb>q`wFhV zcwKB$aUPdjG_>Lurf~N1vQ#f$8GLoTfAF{XcbKWV>2f2GA4WXmzHq89Ks!S~B9mqr z^xfdEP_^C)+GZR3^^{bh2s`;4NB`nzde_Yh(zkFVrkp}H3Bx(vc;E6Z+X!r@T+B!V zf3Q1)=%{#48W#7eUS8SF4bl8ju)qH>{yqFbxS+rhNW*;Z9^7ii^10lmeMdZi>c4p4 z>pf5G*v@;}D$osL$_mPmEGtU!zrgRu<9B%}QyxctXEA$6BF487;DYTfw@2Z{FA zwrjOP<8!)KFUKFjY;8_rr^f^6{w*n|%d->zekuR;>VrD=pOvOwu_}il>*x6kjTd0) zQ>Mq^x20H5RQpAr`5HQpceq}9tB7-!w_{ISQ^r#FS5H`P(nEgA?ou}YDWEloduhoN zvB`8%pz82*j1D-%dCY1n%=b*~%+`qj@<7Fpn;Orc^h*Mq)osMu?%&bZ&r9JLX)KNT z@_A?rFz5TKvkfwvXQ!M$&tm$wzita9m5~2yV=P>s83$C=_xZMtL*W4Dfo&OH z(r!2Gm+nR~DjpQRQj1e1CK<|J!4Ms;Lt;rQg5_fmN3~`Tz{Km5wsw3tw8hZ71Ad@WPKtS+{PS*?rlK`^H~fmQ8NU z+4MhZ)J)uvOFhgOvSq5Aw6UcHagq9%&|)CbQx9aJa(x z(vhZ0ocS7^T&iY3pno%VyZ~?Fc#+z3r$=Q(`fIkqp(=iuPj&cmUBCc44)}V^jH}_W zw(T7W5*4Q|KQwyT7>AU#wyPpU*G(^{U6V7m!|Co^J;Cb?&}RB5;3U&t7?fa8I&qvG zX86x0275~onH}6&4vsUzh$ijjuEjX$&;4UqHSiusRiw}Oa#Z6yq`1sK$VHlXv7k>y zH%vC2c|&38fVmT6WtC;eCK-4v)dU?jm zU3Y>0mtLX`%r3Ch!l3UZat!BA2PCq-Ygl`|ISphQ{*BO)v1Q|-g}P& zH|BPEc(g&85sP+o)di@!btyIf1}`pWaS5N*RKU(X7Z27K8)8|Bq~wP%1*Dn%w>?4p zI5-R3-N!cC0t-V!Tk{Xu;Y?we%|OyJHZMsEN~wF}sL`q9%gnh@6t}>_VycZRyG2-h z?@@tDFUs-o!U|HI^IKQiVqxaX<`g|)h8g+_)6s3-(ELUG{Gk6QpiOVf_$?s}(<-T} zw^GSCJB*sk?^cdv{7Y`YfQ~e%m2F1}|J}5|_BOO%*b$-({%>AHm+T zuMZ!&^TU^hpF;ag1+n#74>X{W5*aIH)7VX(E}5!>jL@Gap1j zEz@k#ldNyhW>HsKQ)dkena48Bj7On4nR9H9e+!m(dL$*8f58&RE7hO$ym4YxGl^dO z4pdjFo4(9a0@?vCkJZ2`s2!)B(cbL;x-GIhLxUecpZC*9dnFy{aN5?zl-7%Vg$qGr zOmZ;uV*X#{)h7f-`6mx0EEEV#9s?rZ9P@Bs@mn`-iye_o{@WqZqW4Iek*Qn@pMrK9 z#pJ@fM{#P8@gJRh!~&5{*GKcBFdekMlh5rohF<92;H6&yO2OcJS4nj!<&g^D&jg4fwY1mwMCd$$!JMUQaQkl<@b*+5 zzL$;xZ>|2zvwjV;4~!ljln#crTn@dBmMkouh&yY$H4yuE!`|oKu~7X@?HacN5E&?H zypAqK5Md<(kE@cfz(ujDOjv~8PW4HT!#j|;tTJBHbOVR-Cm)`%DMhNa z6w@8m{Wx-}&oP_Gh-9zqNtvTF&~*RL$3IhsNO=~Q+tkMk!?*i7^zD9NpZ(1odAVj7 zyQHP`v_Bh%8aaEdb{>Onqe_-QIRT3q;T$po^F&5zc|w^S5jIrn^5q`BM4F-2$)&a!T)y{+NowU1u1;nV z93L)VN#f3S13gb%$?+pT|IZJ|O&3n;8F%60J%-7*{qL~7s`-M(#0PAkwbvW$oPzOx zl82)nuR+_#GPM}5N*JgAbxr!@rq3RFbH}sa8)nRf@1`Y&;Gi!Q3M%5oo(!Kx(tWo#-Gn!3N_*>?uAo^-PFoxV$843?Y7;V6TSVxz;KR1d@OK~{k~ zz3n(&!*aT@EF1c^(`jEG{14~ScJCP^EMk#}1XVG~7P?(e-bf9+0zXfh%TI==0!2wk zw1oXD)(O5~3Ni|Z2K`6+Nequ+T>ON?h({uHF{}K&mctJNU2)I39hYE=82Qp8?kH3# zcmKKjq7vHjRk`kU58_1S#izcf=dkkHJ()$E(soE(#1VlWl6?3cT)6AA6l;)8inZ^}z74bKW` zX?Mk?wI)fu${t+a(an8e>>X79tz7-mK8TBJ)L%Yq95`_5O<>&}W-Kf#X!_Ri0q43O z&F?x>3Q0HgQb*Z?pl;Xviw6hWkW$n!d5hT}X>~S=q|bF|(=<~%D8+{TA!<620-9JG z=1~#9@)Mfo-g~LJFym;jUw3OqH!ciT{9;n=ghiDLb=G3axTfDip0W4_&wt}PpS@uN3Y$;ImwmIiTCj5e z?^y>N^qg!Qcx?mGY(F3C%*es0mG_RAIGN4&n4h2v3B+*{$xco32F@J1qGie(iX+#G z5}2wvVDx#o>zBnsAg`XM*q*M#TA#=J>mu24ey}I3Ib8>uBM)6(4}1r`)7+O{Wjuo7 z{(W;~RZ*Nh`Q+eZuC35Z@AG82UJl0<*k8Z>Rf&acRj*=}TQMU@=|Rc!GMu?38E6UH zvA46$x@YSYF4z|{gbsA$kOzzXYhx#<;K=?}lAHqL&qBYJ$@nAjQJ)<3xj25-lKftO zq5w-O%BJ>CzJSq^K;DBZCODrXlXa`&Ba+|lS#lk6#YOG?%R0-;1lDceRQR^az~Ip) zg;bS9BqyJHYB!sY%h_Ξ-`jtT(=(!t4!>{s6A62kvkBlIVo<%r)qEJ+$XpR4NQ@ zh+id(i$U9soZD@c1~9vG<4A>YE=FGdO}*`W7U%rU+62_L;7DawYiT+e8;t%A2R6FE zu(_`bsbU&wmDdjbakhr(1N@nng-_wY<6okV0w=KLh2qb7E>oQBlHn|1@`1VlfSgu%KIs{{?oyKK-d_WaHouEEh4ii(9hYIUX1ctoBg1>GL!${5i zHm$T)Sh@MH+{(EE)=u4dK>g_e{hzHrbE*qs)=5)tFBTn~XFRcMP@xOcECj0d`Q*cD zf{~6Ow+2qz^xTz_62hg^4hKpIb`MXCw_QtH&kSAd6{tg8P3tnx7QQzV@su#M@Y;(E|Nz0 zwSPWtynoQK5E|6}eoAorjqNJ3hjtu30)rW)D-6ZSI2PG;J?PH`915@OroSXmjd`~oLgPp~yeJ|i+^Y!5Uet>6qJ7~HF#fsq*gqi37S zaH!e(kMVtVO!l{5>EFo(6UvQw>GWebTluX(tf~`e`C4P7VFMi67iZ~L{2t~SpD3)b zSfHok1&`u?@zByRt@!eDIt;veI6r$W99wqF+MjQgK}wHy#qP^iFn3IEG~0(C+g`md zkT%c35v>B%jHe^eHSDfE{iBV@Aab2xX1xZp36k@IZ_fZNJnDP#e_x?ss^CaKATJJk z>^b1qS_z{o9m1NEa=5yUJ0Q-dRVU~p**Z^~RV@sMlXL#@(8t3qCj{6FVs+hL4{Gaz3;6+$l@HMVV<29ibg zzV}pqnD>@^qWi!Gs9oOAb>DU4sPBu#o}9mVvLWwXsbY{VL*A1Y)Q_Lj1ljt*nWNQ zfC$D6524p1q}h4Tufn^@eSmTATY#sE9h(yf-w#^i&=9K9N0Y( zlv*kTR&|73i=O<{-CLWU68rY_XMX|{`)LXNz~4Y= zzUWNT#nN=^+P{ z7rlO7GJOlC7j$k#*H*#&nTajr&WYZm{%n-$voACN{jtD9`_N0s4dd=A^}R zpe<}jWx&P-Myy>FVi~{S=*Dz>%GE;bH#T|l^}-yK>*h5m{5(cr(n)Rl>!Sbz89M(d z8kS=2(>LsLuX$i%f6Q^c)<6Q&$wB5fr%YirB7)rguoW9Plbh@QbR%g%f&S9pcv#zF zS!=%S2re~UNu1sx2ju~$nfIXq^hZq(M!y<>nMdJ~9B~&g#yaEX?+F7WMeXBqxcZgI zw6o*Qht91qFW@^f-}45V2YYF9RXRV8#qq?W&z4BbCCpj zcLD>yDC>f%Hn!NN&`)Vyg^>r>18z?~z=1kWp@Wgj&^cPDdHF#wByLf5=;twj`eQ+! zT_1a30bU*VY*)smU}r1YK0a*A^~$cUT!X=`z>K|d`OsxtvF&zHH*^eV}sWIiszIHz{n+97_ZbgU|Uk$wu79_(gal~)DQx}Jy6LK619 zI3$_qHz>tiHCTuNt}+eU+|W z*oyOO`uqpqJK^6y8@F_`??GR{uup{hHCXu3WLed6A6gydRT*!(V1ZGK@I;0%F4$f= zy7KQgepwsW51hUag$6a6nY3Hm6V)y9W;PQT5}nZC_l! zs*Dq$^o6MVh22P99~9DYT7w4v;~o~RLfAa#@X++6G8BwI>#rg=;jrma&3?sG&|~qF z!L8O8#*bCbC$S9S25p~Oq~Kv}y=`T1@QosoK6Fi`KX46}_a*7x|15?zE{9LLE`5j5 zk8X9V=a1sx^w|~L19xHU*61z8oPRj?#B$QNxDB)s|09hUxaCzVZYrbier;emdeZRwjQQJWiv+IBROI(UBw2(Ee`M z&nJC2lvrA^z;qZIk7S#ldwv=h7tN2jsIfz5u}qi$)kc`@pCMnL7KF6b1jhW1QXIA| zO5Pn^xyg604StFz1KMxs9uaWICVNTgq|;QWi9LyqFCSqndG%Z5dINOIXZJJ|Kf_*? z&#k7ehp_as@XAHv1TMb4&AGHJhy4%wthL)@VR=e|WH2*9+|sQyy+3p((1hDX7Q3~u zwLdw&w95w@Td5AMp_gH#W5x5N*aet7LtgQ8DydBR3k{rxzSetk9+3;Kr(yp>ZCTCX7gXP>lH)B;SDt<%Xj1>n%hdfIe; zAWmr2Kd{?<7e=dR(@zp?h|EfHOrnn7IG{bEpVhnr=6^k*N!C~ZE%@Gy=`29krw;}- zW6yCxgNIk)*=<}E+4xxR@dm~k)ZV^Kd5;riZnLM%j9{@TDrR=*4b%o-QZQbcfaV9| z-)gqhVwmBLmzVQdvETgumoV-&Xgip?zOdO>K3fAv<%|=7M*6t=QJM_Zc3vjMU*5vf z>8>}e5kol5y1&0GI1J{V-@0{B=s2wDuvW?C?Za7d+Y)a7KS1SG&`q|IfO=E&_ljNY zI9-{ArAfE2|H+W0K~O5h9gmlYNIQwmnqF-#)g0Kz%y`+PECgml=U<;6w}R%p7txVh zuEUs%!G&K@@kF}F7Bff9&xjAJZN_eqVSa3bcn9cVfvewQZz3y_?gefi|8)-r57)|w ztGxzG@0JIvUnOz$>uqH@KQfXkV=w9|G7#vvb5OU93eAO?8rcsjaQe2B;D1kfF=pQr zks~eLQ1Gxh!S09^ES)#WWz5b)%0ba5>nFYv=;9x`T~41ss#k{&fxQJ+R_WD_D~`d+ z^40>3T7zB=64fcv7AX(@rc!xxkjVY|^nc=}&@W>Dz@GIMByfLRI=T=5mEoa93411> zy;%RnrF%+9ZF_T7YA+v-@pFl#^!}AKgxGg8 zA}rM^3)TrfgvG`6SCofB@Y^Kc@^6P7c6ZqwsMWgHYc>l(zrx!eyG=-#UaQvr(!&I1G_~l4I5an( zo3JHUiGYp4Kbk8uM_~4fb+^BoCrq;_sC-LmsjPySxT@pC2c(YhIEA?H7qt`cyx zT$F1$It3ePD?WSEg|KcWW%qU3R#*hS{J9i1ARW4(adGw;EMw|4i^vWrvJ>KG*=r1i zO?KwZ1M*l_x=-(bGcPv8CKWyAPlwiPjcb}QFQN6oyC@OA?MRF8+ohvY4%Caj|2ciy zZu3`ki%AD*c|Aj+a z{g(TQ0jfwlrEaP5!)%kU52G7#Q5 zhcim^@xdMJ*rD56e@MClW}3gOkN2Daa<8 zY(ru|ihk-(f})qPM(5`8G?VF+y%5)4Uk79r+4k6IGD!xGw4AmPKIPSO7+^o`1TKa!BgIl-kKn7Mg9iFIFaa_t!J?L z3tRrv-IuU!_NMZuE447CT1D$WAOhsa?#Ty^^x&Xr{)#Ix$44gDmJYcy8NprK$+oUsbPBuWL z%7BbB@3s{Pf8&IuLOR_0kRE4ZTu&SsI05xr%PjW1zYKrY%QF^QUIESU=Ub-dl2E*D zwJP&-2R8YK*lF7o;`*=o6Gp}5@b%S)EsaSZk)kttf>Ig{t$IH~4oDW_vY^9j`sO`2 zSSPoIqPd4i|1UybH`f${6-abKne9-MJzcK+Jq6ce?`wH`HoybF(eIM^dNA|w=7LSg zah%o3a&i-*$4Q7*8kB#4ZO`qv&q#X0V2j>^d|n|Ky&!hqb*~3z_y)>1KW)c>kKV_M zuBBm9#Wj;9g*j;7b!q1=ol+bMPVYFrGZP2;%#Yd%wL}SH9bIZ=Mbt zhh;Orf2HCu_1V#iUl(!t{AH2ziOxv6@};%WFB1j=_80+E7tV;!M=6U_puE0OKlt=v zB<(+tzB4tQKp(VmL;Uv>oE>lt=TPl{wk_$Lw_N#CA(y z2UDSRvad%fI2o6tv>b*iSYbjqrL28j7UuWd9k2_$gX`Oyj)c;rpnKA{dPjW_%tr0A zxmoB9)NL|W*g?Ui+cQq)Qt8laHxQRk{0a+emM@xjd_}5r^>E|QC}<34uzp8M$9U0N zjtJi(tc0(`t%9epPxj6+=cO*J=n5QWF>!=d^Wuib7UA%RUu5<>XD5zrch6fVAyDU{ zmVMN_FyZM5!OVMa@t0t9EBkGEpt4j2m+tru(?7GXuH>A9_Jgw?zH%*^@9K5%hV)&>Sn2qnjeF zq+wicZ!PbQi$I~Dd*t1njm6ZXyL{S=Y4{!a&GH1^gkLeEfpyx&}*JZ zDf;KX$w6)xcIFyE5_0!`mFL2#vj-DYj_Kf_O_8*i zE~Iwi)Q78d#A~`Z=Fz@IGVL2Q+-`p#1EStrb_ zz0t|QHHA~hwtsuAv#^=h>)&jQZyXrJ#MTd}~_GZ(LP0m%4R478|5C=%g0; zkd}TpU$1Hq7I)N%J>t}dKI1KXBjdjC&nT$yM8PFoON<{|XFUkBoR;I3f0wZK!#A-y z+sn}MwJz~rl`$;e3`}EBXvG{|rx1y!1IN8&thu zAuOaSM`bvYmPmK@8~la31EjYLHViPU zz<>3%&?wAX9eZ(~Zw`h-s@h(1Y=?gFoVAdTKM8bl`h|3Fjj?4$vit8>b)Xp0S?sxP zhNUmZa;OV|@XK3k%V zJaKU+c4yW9x7JsQV+TkPm&CVXQR*d;c#Rv7Z7JDxTHrX+$oB*|CNp5zBsJD)odv1n zX9rjxRzc(Xg`|+R5}1&6tg^jO0aV(h{-XNV=2ub*j(<7yWGC9x=TO z-Tb_^O}HHkSGHKC2GXyUZnzxc1>-oXo#ye}4F(d7!U9^aExdFpy8& zV@Kp@IUGm1qXBKq%=hgBnF%b9S3|aozJ?i>rl#wUn{Y_%@}(=HRWS3X;;K>QQzYNd zGWF$ifmsXEODWYAZ2!)%Uo~X}C&ozs+4G%+<Mjo@BB1@!L3mLABO-^1dKB$oJ1i_?0{1SgA6YC-Y^#vK_FdnO6J(YNML{DbN$ve zF&KVstQ@jMA7<_?QzLDPvHQ*Oo;*(y&K$B+7g?0Xrl6{yfg9gYm{^`?-sWP_N)R zHac+(8eMtjN9avpy`W%v$2dFAuECGVbHeyva1!6H`;|D;RZdOnxdL-``?IlV7-vDM z>Q%KfRvW&$W2#KTdbeFu?2j}twIH#7a&h7R>#1qcali%7_MNJa&2iNC*1L%COE~sx zb=1@B2Nd}}(UYFe#SCWd8LcH{C`d_pn5lLWXD@Q?T#>AWfv-(@JhQK%Bg$jf#P>Y} zre^19U5h(F9rFKrw9yJ%Z|^S(u_VAitY8d9VJD8CCkFGW-P+vu4;QXIdIn+3tjcc$ ztf9MN>qV}BtvGnlD|m4BFHCnNIR4T6g=@t=ezi|`LwnMHUJm+aan`%xn|Jw#O|Rot zwe}VS%9)6w4Z~IfJtl!xwsWU3oriaX(NfQhORm zWhVmtYpFOC`J~peJ{udhT=reD@`m0K?sv|`w{Z0Dp;!B+N1?|hWtye+DbCUjlLf9v z!T5SbS=jP0)N3$Xlw|&aN#SAVZjA_R`lx;QOrapmilhf=g^5CA^lzU}XU$=tTW@2B zOZldU9av#4b-|^kE&Sq&_i<+R)i%k){czvJ8z?T#dj19WYVU{eXTU2$yo?-^Z^O;?%)Fm5ICh5VxV|RV}d{9NH|e{LmkO z;ev~={rOUe^j0ZRU(c=K*zHI1{%PN#&-sJ_`|oJ%S?N9eq}vDPoEGMsqjP-F+AE}OnHCDU zTSQmJ&n4lYlc+y~i$8WXV`ClDB_jQoXf9t@erUPwy=cO`73+q1m-kfDLq){QW2>%9 z&{&dq|L6BDFzd4GSY+ZySaYXae_h_Ux!>pZE}69h$w@^pv1J%W`6o#qZC+r##9k6r zmx`SeF}DX@{9wQ*aO4MJ8`KY%H!j(HhX(!wY+ag?@O)<;*Qlp3)Vx#k<(lQf!IvI` zCS3)%ZXy>kwlxYmeg2!sAKSdI@3Q5Izs=}wm&)cCk-W(fy$4d3K4LCov++KLT`}S!GY1k5;FxjJ z8o+X2yz5Y#KaP1`IP7ik7OO zaQY?uHxeLEd%739UX7c)_{fL@#+1%C;oD(VW_{MOg^cU(ZE2BbY=D$FvSea#59^(_ zzh*hZ4b%32s>j^P&>yP2FZkFj4((W$d-O*UyJHy3Snv?0C3DZWXB0xyBLBmCZ)%{Y zjw7zMw26%BJuD7wW?@PJw4OV#A8lmPGmCb_rC;y3h5&JN|ou(!;W`=c* z#jSCt>~Z4v(8+I(i8x>W{nCv^MHuKfr+z(+4#>|WZ~jQ1gd8bX{@i9xC>NHBQ%z;U z=`DFGHf$pVI^~N;7)P`rJ@pOkli*>Tz4`F?r6DJrW<5Hdt~dLs^|z45y@zG@ zk9zE}yZ=6oFoh+bxlS>Uui?Oz=3{Rq@G;DZ9((+jFpAUBRZTGuTCl&NNJqY48YzRK z?`p>uVc}E_>v1_%{JqmUIO?k+jxW-gy(J!lx@%`$ziQNB+XvZz=T1t{x3V$6WLb{6 z#g~~U-8zxV9o_lsGZ|aO_dLGwTNh{vs~1nCy^?#T2__wWg>Y}# z15^RW6Y<<}IDL#wjBLk%qdmPMM<2~2xj6E*`=1CHE^OhHG}6M3V=yPQJ_~6_PdEJ_ zEpB?cv3u8t=g`vp!^R-a5~$pLO{bMCaOJi1m!=1-P%M>kTl~pUm}4P3?tT3WsZKuw z*ZgH*rIJ?ohpde=ZA&A*S6HF#^xe$yPDN}F2xb|3C5BB7oGcHyz5>b7w*AZMOPHfG zymb4l7FH);9y2OYf*NzFJ0Xt|{@e9g{Q7PQ{P}=%FEsQ8^dAa{xnHdW?ZP_*e?Fdq zdf)aidG^;>*t379kx>x#sT(skMw>#?iJPo9#~NWcy-fcpn?5e8|EDkf8?lo)wp_u< z5z1ZEKUW?NB+#=>3Vi*z09`f{7b{wy!&FeL>_{pdlI)JW_f^>i^1ub-v%@FKO%7>oCpGy{NDlOEkPKy%W(f3wr%XcIo^H+o9R1k; z4#zF+81G-w18VcE1yh1I&PF_8WQ@q$tas1*v!N1Z<_^alk~9IThLQJw z!aA_TPnDFR&cZs|`7g?|Um!+6>laXS{;zV`z0f<#uMI1G;AOUwH&K;oQ5XZaPZ^AQd;$SA?43;2_i2Gs3^H zlp$&1_v4>1*pt5BZS5tl(hv6Kn3dp2N4nqq5GTyMoB%^WyuT3f)T_b5f9;=C?_R>` z^+T(Uf%VY+OLFbM>NZ%qA>GeoR}E9hU`3~qixJ;_FZJ?-!?2`G?1(ZCbmSa}Ejw-u z-A8zT%G&1RnhWq3`lvx`X-9)*-N>)l9DA9eo^Iaq>!uW`gF4+wqK% zOIVSc_ccXP2b*-dULLV@fN2y7?r4$4?!|rjEV4gvz-H*VdG`*WU4HMbw@!!TkYKx# zq~|c}L8YfZzkwwG?qf~`7oh23Re@2$E?i$}Ot#*$3uZpu4TydG6-i~x`bWR3;8>nf zYUQ3|Fe-g4`hk%nq~Fyu$YGno0;;@wW8+O+%F2DJe69j$$>#JUA%3t_;Iu&V6oa-g zyP)Y`LNGMFzEAJE7Sh5b{zZM5+vJ3Po+~>Uu)Kw%XC1+cC(VtzOoVb+Q7m2=Jz_CK(mPrRy#B-2cLNy`(e+Y=C^A&Nsy)RU5|?{RcXqx*u80Zg*8Zhc}>g6((q>bB{T(fh|6 z%L!jc0*lxgjn-|l*u`{CynFr;Qdy(ogKiNq;B-Yl}2zi z;b!kE{uqp(+23jUS^{Qe0&iUq-V3#dQ;y{Ie#9BQ7^~pYNIE*YZFF?J?nw1Eee#Uu z9)Zy;=%?|TBT$;2oVjYRi0Pq0%bqqT2+Vsf=bid+0$02*Wz7fnV#UxU`{z0uxbo5_ zEu5H+Ga7y2Dn@)r4Bjs?^>P5l^u~_T_FLh~-B#NpDiH*RlXZa%T6r*Tb1d93_%D(_ z1Z(oHe1f{Q{QVyWO>j!?R#}DcH<(Ynq3NRuK=t0?byms(JHlN22M@aAyyVDwd1(*S z?=&8G{%|)m>A%$D9BG1S)g6tRlv7xB=W@4NxH#0i)<-87tzxR$HHUBVJD_8L{%kfk zGgSX$yR$w^gJ_PqpGWl5aqf?b-&?6En7_GCebieAdbxfwcclj*?F^fcUe*e(@8IY- zTz(t-#O}YI_;(Kmul8A#+Hc^%ywx$LUOJpgEIPrU@#X*D@$K4h7>0o+Pv+cuE6fzu zoG{xnfx{&#IU13+(9n>g$02Br8$USNw0>G6)%AwUiw6~(USiyMW@|Y1#TVS|SABrL z;_}SduCGAB<*oOIQZ1mI=TClZ_C54tuWkKBJ__SoIS0u%r7-HKd7D7|ap;thZHQIb zI!qN+S$#30Ck;xkKRVE&L17L%~aHI6(o zBf8kp+F$NpmkEQX44nMCZa`b?&ii|G9cE=cV+lhv(|OA{^lUl6$M- z7A^?Nb>4>rAkY3+&Tr0*D^m>@ouchO=+ zyZ4b6G%n(tmjQF$%|{EV{xF(gs`dHtU8vx`AhkQR2q>zSR+fKVfL39fqdo5j3nkX8 z4f&B!mCD)@CCr4i0jKxt4-g?a{8Mg;?;D)Y@VLLCJO|_9O|M&j{YPLnoJuEpRbp90 zErYFtEsW$2^KMN$4gGF~L3zLSBb8A_VfE)tY|(2OrYMS`MVe7wQS@7+E=m6AbCSY( zH4y{3wlE^ygwn z%*h<*ckvvIKB@Xb+#61$J6Y&(uTPgqZ)~Ez-k?cfsy2MwbqH~qvHajfe;AS?N47tG zrbD1VSd$fa>lKkTy6t+6ggInAJG$$xOAidEwNc~yd2xZ0*|&`28qSBF@TlGNoB9R+ zZx7cV;e^67rW*b)1f~W(+m6eI(CZR@cs$k*NN?zDzAKc%uPg7Dlk~WO@PHt&;dqh3Sh=)B8LdU}Im( z)kkN7fXbx4%`gf6L*{$XS;a5lk%dWCqeOmCCv{ax)gUDbfVxG2r+7%Jr7;a zSBYLsoKT~dvHhb=FZOI#{!=oj45g)I_rt;#ab{p*o~V5a>bL1fv~BcZU)y13isw0K zTn&FxNBRZ>*LFOZtx^V3+U0}sToObEky7zq%5NyA>hM0MYE^CCpe?<3elV8F*qYLl< zUF!mBjMq-_tsK~7!?aX#{1Z^0|L{#bJ%kl9Yb{(Y9x!;pc&<%b1S^-X{Mb?S3)eXA zTCrPZK>aZZ(dQ{6&}a0;wL#Jv$v1MP?tIdM;y+3|&3EsFd5`5f{#WZb;&a<-y5=bK z`2Xl_Qk#d-^)C=u%bneVBE8oY$^RNKY>0?#jv@Id!+8)yG5yTP6Wt&slDdL=*b z0)cfg#o&}o5R6MFw(_jsvlgiVoI)WEqs?l3wZbl9!ZaUN` zq&oohSnJaI+-a;HxS?ISZ<7z34_-A`t3YlS)_sb9c-Az|4EO%gGzORp+cK6j*8$@Zud@3-zQNH&Mib{`L(KbQ>Rj zKBydZ;~9?2n4XFG(T@vy2d{f)W|+Rs0%akwIh!(!TOq*xoAPW>=vc8?KS?CCzA z_`-?9PQ@>MIXW;+U022MULQ=~CLOA7ZbQ=P_yg8SRs<&g8&hlj?vNkvVrV&-hh$#= zZ^Z?4nEtm*#H%a|`gDV2s^ z(OfGMU4wM4}2V8xmC8D;j0<$K5 zs!bv5&^zG9*2pD-CFbQlhke(eIdhvt1>Yi!Xzfkr>1%?P31)8j1b%406tWLSf}ov+ z>ll}S74)xvR$4#*087iVGzEVggx*FnX{V7X(mu?&Ajn9lG{n+*WTfnsufJlBwXGVQK6Q|9+g z=W)sJ^XcO<7qKdHZ_RWi75Y7L?_HGFg}xcdBl7elpw4tZlXzN+w38l6c1n8C$$GWH zd}cETqC>unF0z34mdk^JE0RdHu~D}zw}jU%@R2nSb7RpGDrZ{{-0&X>S4r&((J;}&ew8T#ZrupMiECVO}pU%-uU zjl+j?Wuc!})LHQzBan;ar9>0kpiwJHU>9%#iFIziIWr zh~Ur9Jur!UuhX9M4-iYqod>rwz}OFioK>m|P^X9g@JCx>zilJA_YyO_unT=NwnZD7 zRi~8$1zmB*!}`%1vHeiYQvde(<*U#l=Am--Zz;~m{(W(z=?o10=(=*^XD`&UOlnvB z;)Xe$8SS06zgm-GT^UMOZ`btga%R|`b-|>R+=R>TwQQ!A(?hy97Pw9V%KL}K&(VYbivRJ=N z?^V{}h0`_yl{PPqV#k#qZ~D^^TTRPW)(h?d)hqsWTE+$p7ZkPicbZ_s#RnRxs;&6< zi`$-f>UAJxNq`~uH0G4qXiP@=V!h);lEYF8fk~f9ev9Y{q-h$z@V%Xg)XvD=1=8m#%>$Wypu7I_;bNSteaXM_6*jG_VCh8^NI{Z+)m z;FckF6{zLv%d+B7So?HDs1U4v%pprpy5hjt8~G*suh8vTQb~MF!%6ARY}#%MoZj;> zwI0J^(8o&c+5gMK4R?nYiR_&be5!Yq zVbHP9mn7B*({Gta#KiJ(hQ*7{RsSZE_wFgr#= zbUq-poVC8Xdk6HayS6OERAIyYi-pO8e_&eq;QeMkCFr`L*A%eC3guOfgC|&fpk(!y zl{;Mx%$|)3Xn!RDd(;yOtc29*>W)$EE<1Qo1%JVSbcXa=J#CIfhjTlDd zHxubO^5$N2k0M3lKU>u*Eu0X_cyVU*G4$vjp$dkQf$VGh$LLWMj?w-I6@FKPNt(^U z8j252r0;p&bkh|3-`W3XZxxIgAE!op#?5flFCjCa@(gTrYAoMRm&F0^fbZc=L7TbK zM0~`(fsIovi2WdqW1Um&9*L@Uq^&pGTrFt8jn_gYB7+oMVh{;f+^U7s9^01vv$o^>fl94V z+hwGg57)RHR>s<<>Ids5W}sOk;c>Tb8%_^3Y(w?!IQ47CmiMniVP=~1EQ_rb_R(m< z2OX%;{Atoo)xa31=BgC^8tQP3+fP_luolNoRqEZ}D~_F7IWH7DYH)q-&1HgZG_;2} zXkVEKfq{I*wA>hNpnTeT?Y1Ugl*h!39uM=Rq9>#Fb?lr{1o`L3X_lT&SfN@hAy7ziv#`f zFmU0Wx~^UXEZp$?bo!bcqKD}!F+P(>FUz{{Zu%266oxJHByu*J! zC+_`RtAoV<`bv(gb7FOJ&9&nhW;m@*Fus4i8gkDyJwFuU3%w4i*DQmjVd?NE;#6=p zEVUAUJ(~%}=Cjv$*cmwp42)K5hTWTd{5yG8t6B&PU$ALS#b1QA%+EhPcTd997*T9tg)ZLrDh>&v;Vp2Q!HAeuqpRW{s$@x5R_VcN~Yk_f7DM%OJ@;m2E$NG!8fQDc-p=jMRs0@Jz-EHd;>U zF;o@e^wkRG8|y>3Y&!kOk=F={B&{0WhT1}M^QVnR`Nweh>CTdpAAXQF@Lta$vlOYd zbSHQt$D#Mz7v`3^T%52Qc6r`$45*@>Ne+9MAfGeKNzzRLXX$mMIu@_v@SBBDy2LS@ z9_QRU8^a6JYt#$mKa;S~+uQR}BNy8_M@pOj<>2UYW<7`R3+URJNGOeJ!s<6Q=a!P5 zV)rw;seAzunC1DeR^50Q(_Kj8I=N4vs~+>K_)cPje8n@rz9}5zp%FB75@51_Pg~QF z%qDjiP}Fo*auUIYcR}e|w|B5b*oolZ6k{}Lbyq%Jl zz=f1^9`3=a_DDIkO{32%4BIvWWFr*JHhEh@cIeS#Sgh#j-ul=WM>-ZH6wj4nUusZU z%?}TxK0gu`Zng(Wt712%g@kZ$af_ne$5I&Zj+ZR9vWLFi=F-8XmtaJkSNUD!X&j!u zn06-E5T*ontUGCjZ?0qey^sGb;FQ#)kk*aO>m4yW`|F&D^q>74blYe^t|eSp;5vm} zf4ghX8Ke;Dylyxud`CnuY_` z{bHVSPCSY8t5<)V4!aCvPH){uQ6EM=HXYvmT^A-R>sZiIrIiq3nQdc+{2xNVV?k zvfP-1qA|*DG5Ilcj=1JCr?ZYz%FWK_Y?N@6k5R;BHWd1GvM)`at;b$s%6z2h4xGB1 z;J)*U$Y$N_9=R&`;%_Ds@9$E6SQkGUo12i1WUcaS-mMA*25+wyZR5Xz)_2JHH48n~ z@X;68KG(&W`*)#%Q3uI+?bfUz*I@0PnEwslN|=1^`_Rof5yy*mUrOgHf-z@@#?#(* z(5xM4lje`mtKULtsHukHSAkz-V&`#`bnzKKXEEeCCTgTvRO7P2?I3jnCumr(%J5uB z0ot~z?=DOXNNMa6<_ueff#ZzNo@hox;X%jkK?Ps2DRKCHVEkhkx};?%R`UVJBJ5>y zJ5q6`EzeI|tQc3`oIdyK%o0}Tq)TRS7b1yg$cAs@G0rHo=WsZj$GOnGj&HP6a6apj z@b2^M&<0kX8lo-OqiJavJD-bvyC&Q1xs+l3%Au8q{94e|Ieplk^)-Q!^5K3fhPgVmNH@RZr~Bb)jaS*gpA`^JCb#RMJ9dC`7-^d5t?(Azhzu#;eri!Q=S z)d1pse~-OQ4TAxdlg)RcWU(^gmYM=PJGA6f)a?4b2c|D1ghz@v!{E=?Jlig`VTsh6 zn355CocJYm?!cXN=(BhyQ1xB_x(1~$HY{v|@w(G|cRxo$pH6LIbh$c&c+(44s&W85Rb};bL&c>;D4^X8Pu9&}{MGDvUwQ%=I zAnW@-HJQ4L#4x@i13aO)LxRHg?XJ3!8)RsTENJP@`w3+Nsq-mr zAF(GY%;VsaE4! z8cM}-yzze(@h}Uy@6V?Rz}St-!>`M^aqNSH z+*srmA{{?JpVT@cb-C5D@l_6X=-s)eqBe?+5>LMRFBibz;a}<(x1_-0PpRnP%sH4^ zyZ=vrnHPU&RvSngnPYXVO1Kg(;AFbn#m(*@dnU&)_TX$+mYd~{!)M;G@0~|*ROI}v_C`ybX0|5A`rO57IVXMT zAFJ@YC@wmEN*|JQ?4A8ee1Z0!?YZ){UYwyE-}NN@JSN_3oQS-{0{u>A)(4Kt!GO`! z{Ccn*kwN)$%CirB@ULUy-t8PwXp8M6mM1#H%Gd*0Aqg^pzWR|@4ffl_g;Jb{Qf_W^Emf>KJVA- z`FuRiJx4xhmmp&qwx1xitBQStE>EVyR%uq8RHKf!Q2kDzyulb%xGxFFjtqpVl29O3 zA2+$VR~?JT<-JMI6L4AIo}t4^9@-O4+-rN)VZ5|~*hz5%=T6+R6q1d>$${4~Ej64t zw`tZwQ+^qe%Rc+;r9Fz3JfVc*wu0A zU)Yi!4C^Fb@7ECA;VG%PPmylebDiO$;6y6+Jm88udzKcaPYbq#MqFBDZxx1*489MKre5}rR2^$@WR$Ip@ap|hc3y%X)u+BjtO)aVqaeBfZ^M#h6 zb?Cng8f`HgVI~#%LItq0#YnGTR68qp-kmb03-WNiX<)mVy>k1Wi4(E2=y0o zJo;UdK;!Yc^>F%g*y?F|+QjJ%q)eM^`d5lL`aHl#+;tpk-kvYpq`HP7=2tFp$aFxv zI^USU>0ek(EAAImR0K_o%eJ0HzR>Bm`jp&6J-7lq-s&#z_oPhiml z{sX^m-iKbM;XTJT2cgv?m*Y)e3r=`0-$-}50IkLyhc61>#q~#5Sf7v$py{u2R}sxg z>`P5uqTfvgBM)!A31%|JnYETi*D8G+Gvlln}QPR`uhi;-8G0ryB{Bx1Y6bjtIjnN#asg`gN#L zE$=oPY{%L69B1}1NvWSagw&N?VK*x;ly{?lrHnM z?HE0bUryK~U{C=4H*%Ar45(mog~81I-ztGBi95y9)e#mZbni<4OT@|I@BgX3)ZDpW zt8WWiTA-EAH$;>GJymlfc!5YAM7gZ!h#OiSImyJ2 z5cr*0U#Q?1lJYV%TRtyiaaU|z*JB45qyNy7uue-f38dq+(=A5WU&!}8_B!n`WlVU-K*#1z>YU=1jcdY z*B^yK_gyx!cWLl%bz~XyuZPf0r`vs@jSCwRFH=&v7{T;;rxx{gE}W-(dBgHP3-r^3 z`mQaO!dl6*{@C!H*44kg!MAz~TC&u>%tT+u%KP=Q4D-D(+BDa z6Jad{P69B`c1Qo;Ar)Njtoc{tzYYE7`_J+FCSgmM!GmJY%P=N*L22Vw4b1Ladm-NO z8~d6L=!~(S!+f*s&M%KUVNr!3e_!YvEM*Dg9X%n2eTBs>w$GbkYE<#eB>m0*Kd<(w z`g#)1mZVphwZDc*r63L@27H~ieh*}~ZTYC?C>#)63dqljB+y+R z{In<41g6r~`A&`#q260uvRHNi<~^Q-oD6>qBN+)kjyMTx>ODQzi8`(v(vGF15!1`36@plv0K|FWDcE_9{7Z5e8WCP6Kq3!f-q zcJZYlm1qofQ@Nby?xVq>>v6UZLT^JCVftKW*lC=e-ZvHC6a! zWz_#0QS0BC+h5mvjSR6lq1ONJPX!!w(ycoE{3wC;Y8P8czB$f)yUeApa~CbY?6+0u zUBS6Yw!)SzPMp~Pwn>lgGc>iQll74jTP`gse%o~vMm|qGY*EnwV$RH2Z&fNteRTW1 zp@9XAD9Q~MRk~x3tDyrq(ir9qB#!4eOv0jqp=Y4J7!H&iaa?g!z|tT`#t89b^ra;P z6^5~62l4YwAv#6qDpp?Q8e7H9(oQ>t@3(NpL7^m-@gNRAj`wd4xC%4>rX;rZhT^ED z(4*~j7MQYlvflAL42O%~<^PkpO`!U8X}sZNDGpFEuqjx6!O|x&*ZI{tp?X&6&qGra z96HM7dOo@jR_^#cS}xgzE%Lk;d+GC`;l|_g=c#_MC?7j_v&9?9zkmH~69`69PuPY3 z6wk>~1oI@)9pc1QIR;<3Xl)o}qEJweSCXUb$vD*Z<1vB8%h0Yp!v{vj`h$YMi@6KHz&m9cLpO5}f?5!vynUm!E1C4h|oF=Q(5swGWtI zGflAJdLHWwx=S`NZ-45ex7Ks)5~|J^8t8?(m4d0V2u7Tg4(AJFZNuRYycD~x8_Q8_ z2@hEE?}k?Ed)F9UEMbkQMA!QG4FVMhQ{lIUNE~`;zbVrYi)nOcI-NFKuwiv~Ym;6b zZrXoLx-Vjd9k1DPca5KitXmEIuL1@zk1s*}rrKXv;Y=LyyL1KHr$t`4h`PZ1oqgZ^ z^tNJnE=^p`BPk~>g(7K;aPV4_5A^e!8d<(}2a_rpbQYt@p3Qbu* zGhQ|IL$er1ti;$E1aD&VwY#P54vWzJFXBTk{ThLCc5Ht2YLC{E>28n*Z`u@V^1VMY7W;*^R9Okep~ z^!^tC{-#m?uD!Mm^?d!Tzp4+yBH{PH2TUh%c&#CqmU96bb0m$XqN%ZMTk`_Xfum5C z8TZ3!zb`I`wJD}cjA29m+wTQVM`0$cQ%~s93(PeXG$9qcVVCYM+Dc1yT>Ge;9(IF}*%oYOIg_~mjXi;)jHdBV$r)G>mljJt zumJ0)w?ocI@WV`ZVn+zG7Y<);a{97+$A1T^p1f(`!;QK385Tj?Kn@B~w$bas)_(Ja z(5G!MxUQ$=>ZylQU)fVxNv255y5|zP*$h9_JbGT2KEScs=E;%pOz5X%z4n!c8kP@D zeNg=!hAnM>Cu;RBb3K`YymVm3_1?i~X@tQnk=)^C%D<4-WmK{)|1(t2(Ud-s8CE2aW)` zH!$J!{!aWZE|{JyzaDA#8~SdCIuUbcapK-Fwk`fHY%TalWn^LvW%sC!eYkmG+@bpH zP5r%4Mpb8cf1?T(7v98C6`p~?wMmt(2W2>PKxWv3(f}tTZ_!s3d10f+U5npMWE{CI zbvJy67sxJS!3BNNIDBfn=6-`IH0qsC*s~>p{nOlK&$DMRJ=)i4a9jWvYZ>>oGmjuy z()arH9scd_p!d$*qYPyWW%FYp4{@MPO0;)R9E`feN@X;M!|P9ta-jlEF!o{Z0Uu=< z7@(y+z{=DMtxQG^cM5lSjIV$c_@6zH{d_5uuNufvrKZ&~M=#@Q@3*(Yt5dL{S6jKI zI0pk_`7-U*&vE8TXhK-cJFGvY9JI)j41Rk6J4R0*6Ne z9~T`~t~WbFp z7$*pYf7{8urRUIcSF(9S$`>=w+3#|xoq{+D3TfS!!gAD&XB^&e3_yF^X%59l z#W;O*A1zhj6&OzE9gsXm1H@;Vecw#opya8@4^^gvNQ_+hGjw?YJ3Y=`?0UY#RY&eo z4e#@UZa=@ut>pW#60}ik%q0wC%&#A)pFWIJ6+*Y8mEEzLd#GRjXg$oYZ!?GfO~b`w zUkuE2XmO_0;rcU{IB2}Y^1)rj0=u+ojEXG`pm=l9DPWHw4D>zS$bBr1?eM%_IMfb@ z@7k{HE)If;5pa52cLqiRRJ&^^E%bWh|TlGjf*P-uU`cCz+o=5r3%d9-$0%lZ&()D>&o(vrl18`RJC zJhzqGrP{P$_45ymNSu;v=U0I-t}xT;5qZehEdJRcbPzz@*)}XxbumYOn#O+CcD)EYH<+L*OXj-u z4qF#4ch~Ejz)?5e4O&fS?D%%h{JiaF9N@j1Bui5aBO1Sgc)#w&YRaWMm)cLmy8l_D z&!MT{ovJ(Y;Kw~!)xDpZT>24bMa_9XNC_kP@FHc@{uo#svl*)&=Z6A0q2C%c8qncc z-j;Rt2TV*pj9+nnje`p1)2e*)K>AN$G_mOnCR-ezvge@yvYF&WVVepJF`7Mh4T^^O zS8LB4f`y>#-!E>aYHgT#-Bs1cPK*7 zusn=!UZi)NJB_5sHD=k^Xy|=IbAO@aEDXv0&WURHiSCEGRr%@-FogX=bC$Xz1kHxo zCVnRSs5H- zy4?IXln&AoSLeUcC*iQA&rnurKJ<7VX-fKPh4c0!hm0=@VRd>2y~ejc*fwS##3&z( z#I9{Q?m{w*7~5;FcmINgas6dM5|Z%$Ykp5rn3%hh8`b{KDB^51zii zV}MopDc{zuTCirSqObk19xN+9EHM9A1s;4$Li=pHVN)`RWmZZ8@R~Cv1!X1FceWmn z&wqjSyhoSr(aR9%ne_77Yn!3zk80|_plM8-X!|62K^F^F{T=rAM&WeJu0x+=rg1rK zfyDe`r`NaNrN5Bc=?5d}oFc*VIGSMk?Z(M%9Lg!$RZw;Tdbva%l|mT|Xg<9A)%hl5 zs)&9w92my%CL5VH_COem44P80x5r5?m*{4;NvwaNBca~=76;A$MU*=GU{6HqgYD-= zur}AYQE1_Vq<=bQ`L%msO+baxwRji@WVO$lcOQW%9qHF3h68hkbF zuq+9u>#yOB6zO#&1|*%2 z=WE1vC$E}wbnMtGr=m-|kqv)nb4Ei@3TtM>Mj7MUkZgTX)8%wH4lTc_^++AV>15ZI zINm56)ax?7pWF!RjK=EqBG+)0h2qXNftOf#!saVIH8VDRF*2ri6~*|Tj^P%AZ5UHC zFiCo^g^OOX4;)0P0j&tl}|N^>#JFaqUai`*|d zTCn`*cJwJ_GIs9vxNo=Aiz|9JUbJ$q;xMC@$-XQfSm0=4%%k> zs|i=$LZ9ZQzuV_4SeM#zpM86$4-OU;PF)Cqk&`}r|BTmha_Lmlz~j@n+ReiEJW_MV zPjq`Vdm5nNKg|QXmzpqyjh)l?!(S}6FEcwAD2iczFJ<0EvO__P#_4z5$uMSot0Cgh zE|_l1B=c8~LjTD}s@|Ww@ke~o?E0cR_!zzIy)DCq4R(X?46Y8ts99IDvimtqbmFtG z)iS`TgHZ|Kbsr~BP29Mgsf3LKtlm21R=DQ#W%aoJ8=M$j4siU+1`Ah!x=Xnj%l)Ev z^B*ij;?kEZ>M!%5Q$ozSJh~0$i{GXe{n{%>Aq3uT+ee^J>h$~_*`52XzxAU3TQ5}F z9yk+e76o%c&3=6N;}Tp)=?V>@8bdM*g+8ZBGVc*}}xv9`aQrXS6q5c_avdI+q{xHi<&F($%f! zm0Ym4MID^*yjr!p`V;zZ1x~iq%fft0_g)o;Nt~9tIsEI|PQJ`_Y*!ge;@a>_ z`EMpkI2Z5qw#9!KN`!d~gm&pb+uL6U|85_^wm^eoIZkFAW9~gjdCCEDSh>Gwc-SJD zYf?9nu>(k>Hp*W$vSG!;taDlZH%=`rp4XB~z!4qVBL}>1!0M}~pAtQGJWk@-o{Jq# zSXFC4nZ34!tCF4NeASXL!C<9GYczo4PaBeV@iao#TKYNm1K+XZ-ht^*v;D9wVrX2Y zTuz|WpeHh4<-s9;eTIPUMvSGCeN2?2!A|DQ|WbA?Nc`v~jNi#a&r=p8=M+*gz^r+x8%`s^lYkOgTM4T2^ zH`Ek5YV&Z5uDZ%RB^@TG<;4FBS0vEp2xjIA%;N0B?pS};MI1HuH9qv=3eGb$Za5rz z4wc6?#BSNXfc2+Ifi|RUnBOkw>0CUHfk`QM@7fMPe?(q0<=7q=yK>^B-F5~JchfSd zvI`R^!WdZCJxigzsp!|?8UGAuYkq0oP0E%dN_9U)LGxaZtU-W5yCDIA^Q;U(x0ZSe4tH z|C=6-J(*|ZuTfdUblxvklSdO+e&mIFh|kV?{sRT~@(jRmy<=AsPvLN_qeb3}P#6ew zGnZ4m2Q@yFO)pi7p!Sw2<38#jAhVVS-BtdKv(KLiju$Ur@vciYF}BaJT@|nHs$9d; z`A-EAth-@eQSNQ>AxHww&8uj>gUDCow}98&3%l4qYk#c4(y*vIAn ziuyN(zG5ETQoK%}o-a1#m^}n7B)Ve)UD2@28)(D%Oc|G7FeDs4QjAq@rAmx!1RP9H zFwa;X!~>)+70=aL#(Fajm5dhTr=sywOvDM)9?IROG>5e|CxO z$|)dF7|61m@q2{za#vb67u#?!GV~DjiQ6#s_%rXsgE^QC`C2n?{|&2Y&i{MuIS>8P z zhn4O-iHQcoI1JSU5*Ix&tvti*6N*ZOFn z4+D&ZZA*PS$p&kiXUR-=O$c*=!JH@uPfXMgY~t96 zQcVAal@HGSvA@70NBK+l;_LB~INZnQ6-4I6frw>kV{S4mTy1jfvgyFN!sArRx=&$1 zi2ds^_g?6_=Re(Q7!TySbcSpZnkVe?}VgHVEZhlMmN8j^HPVh@M@apLyAbc_UwUZY5@#1pYn`5Cjnz4?-D<) z^x#5cS>9|u7mP%e_Bm*ELWAObIB!@o4p=|B??HZrU03)O=yGjg9y5$$pB=)%=*bnE zSE1PUMWMG@^(uBycv!kwu0YEd*}aXnTd;Be?u^Sf2JD_#SsJ*(f=fqy9G-NA1L=kE zBHOh9XyAQsH6_=Dt=~nQDEft9*nHD0FiZ_f;%t4BEkt2>U^$k1ITDw>ow|qaMdQF8 z-R>$rGn`Yky1SLJ0)1a)r>^Vu!Lr9Ol@q7Ok?8zu$$hLHNB*iE&on%PgDl-WmGytH z8D`xkS3|L3*3LXWU2=Ye}Ox^s3O038LacM4Z@3@(T6&`W2+x6+__ z@y?qC^DgM`5O;ixT9cQBJzdJ6S$ku5#Q0|dB{#26+w3^bhlRYZ-17^EVnQ#sxaT3MvH8d3 zyIDC3&4}H5Ez_`jC4_Zvoi?^AH=I+ZXT=sRFOie$8CWFfm2Ljg5X!u)C2AO{aR(2X z|C;Xb0{}rlzQ3)K-qkt+tnACl;ffW&!Jo^y!~ID(V7AZEH_-*Q^>%S&`t{=QZf%zr z-nVe|xsjdL`zUP9F!{+vF$?X+3<5*R6)2 zB>C`p6Er6~dz5(?VKYfJ#jrpe7mMs|NjY2CZTR1U4Y>pwI&y>E+8^U`cgBWQUk;GJ z?LW@{^du4o)o$+lO~xtxK-ZLP4QzZ)&7HmY0}D=FS9-#o1Z8}`(;wM4W2@RH;$&@s z9D`hPZtZIg7~gv^RP@;htaF%ZiP`^x_USECWj#rprbsfkdM1l2mTNq7g8taEIqJ(& z#RT&oZ2pS3zrlINGu9Ok3t@pa$uWr47v~(Ssy){QVMxySjKgzrNUi1K|2F1{Bz88b zvADOeWWvEz?ZpladVyaUQbeGjoF}$Naxe4?jLzj}Uj)*lg`kG`e(Ww0$i%&8cKpKS z={*?}=)9J4TWanE3|HEG|M77T{0VNZYoyWGJXmFja0j zjP(NdsO17~VU--$jL{z%++vs-zUmT%Q!JOQPj%{H=ZlI{IwjX&orpecO?R+`CfIZ> zJw$GoFwYQ0qX!I1{IwII;=oPiyHy|bOkmQjSwmO50mCELO9DTCg0PCqhjT@{;pfby zl-eKHp_lU+)%w3}oVt|3+4bfT&RwkxJ*HZO#4&Hyz85_(y!ocu#O^<=`Igxnw)zWN za`vf6Cd%PvY!H>{NC$2WsMcFmErMy+O%~XbYXs!do>?Og|gmmPnjUmEnRKjbs`W?2C=gnY+<1e!SM9H z4cye}Rctkn`cg1hCF{ z9d;rl3kD-thNjI(JDk;|{E5Q|`oF!{{~!4U#)q|R9r6mnaYh@a5}wmIF+kn^_0b^I z_RHni`x(hm{SMYH-)O<9qoxhH5xh7NJrnY%hzFWj-G1I;`3cPro(_G?+lCSC@9LuPo+&0uB|Zu3+z;bR=fOYg9QJxray^xLgOeS} zx0&G<#4;tBNX9wgcJldOO{Y6?EmP!4D3uH>%BA0_I+cPG^anmL#!^CTxktg~7Y=Nx zKI%6fK!Em|1g#SDada~qCc!?im)w;FXwFvT58yyI1gtI?M>T?V3|+eGi)Y^N(sDR$?IkV&v^MR9BD zLI)D5p2Z}-sKK7sM#TpX|AESwxIMEx>2ef;%84gkly=UeSbCK;3L+@lfs znR;>qTE>l2CU&?aUaHi_jNS_7#edN})ELE$CmA{>I?B*^;dQ(m#}QmVF3+DiUI>Hr zNf#Jitm86Map-{X1DGt}P*z#ZgIVv}G$&OeKO21a*%K+UbKLX>>$TT7JwHEUxxWN!{WCPvIOU=Hiiw&^!4PcI4sOzB_fSWoKV_{^^@PfYZzRv%I@bAW7v*_;m469Ome~kvF;q^O0r7 z@!LmmAX<33ekb2aict}C^gHYOAwnld@+ypSIP{3v`(W1rG{0V41@#mTzshqefA5LGLa(WK zOQRsRYbHz4q!~hq=gHRh`8)gP@lDy)r=^g7IAo?dq#H^bWq*V`$(Gw?sHF9w@(ota zR;Hh|j>olq>fO~ERM?WBW6#qo4g(p*BMb5dutHvCI<*vu)of;=?;l+l;+dI&9L+NMABcIN%>#F5VtoUrKY`j%1A z2P>Y5q}H(Q!e$BDbH-Nb*#9UxnTIn52U|Ms=Sinw-E3M)>e*jF^e+sS^x%i2Po#mw z|DM2vN3?YB{v0S45`9qHa}G-f%3ix)YekZ!QU1kNcO-Y+3*g^=2eW2P%r}nP;KIJ5 zvl`#IaP-dlok+&3xVU}BM5t&JJJlHXTa9U9{|!@-GeXaBn__96(>u^iIhQJ=0v z^3P+L#HZ;vL!ou%Ca(`H5EIoxd$~dS<(zYca0NCKL!Oq6Gec=!Sb>E8d+c3#>}V{1 z5L(auqsTdu0F5axl(=jcamnockDSY$P+!e3+I8d@bRMFmukm|70r4dsN5uLSD; zvM^(DY1}?;_F;MZ6_QhD2Wxlp<61}fSP}ngT;V~B*DTL)^K#`=J?C;rqMrM(yL1#k z#kU6?P}&O-;=JR^rnj)!<-LE4@iK0{|HP4Sa1g(VtMmW!K9AF)|CYq;l%R3<{i|

lA*eeNbXFUe9c$j#CDw?_N^)4Q)Rbe)0|aL7PC*iRVpMaMjqn z`BIk!l(tg)H>C)`Bp*fm#nC1tUNL>jHFq1DV_QnREL&it&17kna_j&9N7b;kjDyi2 zArq>RJ{(TDu>PF#1a`mB-SeRS8uaNa+WJcW!MPe8qdM02kj>yr&b@F4O8DyA_)YYo z=S9kQ&AE%XuwJ(Pqa}97@3j3M*e7HC`MbyM;B*|Ai_n+=e0h`1c}= z_pnGqLVDWT6Ec-XD+DV9p=JHR3VpmHv@tyE*w;mebFMdvw|UvI?*!fPla@44FPE3R zeNGu0&d@u)NgsxRknA_)6Q`gvJGh&Qg51cWkc$j2<|y`M7ZfdT$!hIX-`eHA#D3QeHcN zWF@B-dEEy1WBBz_dG}>3qf2J}O_an1^_ps>{Q)pqC75>c;RXcj>pqYVlEgvQ+9!q9 zO)$7_6l3Ih3NkD!Tg55&Vte;?iCDk~Bu8bQuuS^`%e|3OROfd?^G2W=mGcp-54~!s zl4%5Es^cRm^_egur8yXT(-G3w1KcZ}G?Dl(;+*wYUFfi<+IK_P3iD0(M%fXXVOgm+ z-Bg$lCbPUlEp7+ku=>WUTJKZPr<^vhpEeYRUX!J>hfHw3`p6yaU|B4RAB?Xz!HHY@4*t#{ z;tX?p?WJFWu;fRlx~HKLdpL~JKd+|4k`Px|yDSs7Wq$bgV<85b-gg|)S{H!jKjT+4 z^J;M!`5Ytsxo|mg^WC%LLL9zyC~rRLFb-K6Rwx$*W4p1LxWRr87~$Z1*kGlA1xt0k z``J@=I7MOaao&G0*tO?($QMf(&s*yJ9qt4phmKH%v~9qk<#D{t*dRxt#H{dPuo8$9 z;5tE{2n%tqDH8}&1PTS`ZtBk6FwjHq;+h)i#l_jf)OT1; z!Uy~w^DQGVec{MS6Rj&acKvW>_J}Nmzsam8mS#ie7nbsz zP;JaIHt2iKCyZ$V)*mlEYr!tN4}-zsW^$B#vO`6esBtpz!jaEr5|H&|zpr$>I@bSu znxg(j5bHU=C|qfuhb4!uOTB_iIO?ey8aG6Sl!yJS+!Af@BRHl1lGhDfzR2~{u~Ht$ zHA|%2DsJpmkQ(W0Uc^3L_7ZMKdt7~;V(oNl4hnQ0j_?1s3)}uhe-^NugyH{=+_|hk zhpR_rV+lu^a5<;?kHr2OT(U5~SMSCG{WAOa@!gSyUY`i^?_b=wCKR70KJ^eXhz`aE zGThie+W%&VGY{7f_x0)TDS_U=f#VnNpT_>LyC{F1qQRAq@%HD{jd1o?_5I4cI+z%J zn0N6X1rF+&3dxSD0oRX+4uDkwvXN0>y*=qtEKcq)Jg<7$_skRyPGOtX|SMr zV?+tbjg6TU#%)N_ew#5Bxr}|2_B}`7EG$_UD-;Y*$Wc7IqQg;f8!EDuuKXMN0o$Ki zzF)X~21a~N-Kw!xM~t-hmUy5}m>ZoGZgLnJ7l5DZmR7Ky|X95X~hA&o!-oxlH zX#U^|!I%TzquiAmvH7**50<1#X!zav`n)Y8_S+Ven9)qYRFF`X%yb@ZG7nvP@iY#X zzRq48<95W=k?WlMVoG6BSm}|h*n4>QUbgjYmJ2R_=Q4|#+>d3)g%k5z&q5RZVJ;XO z#s;6367_SZpo^`_sWzDjmewlnjs9lEt{$T-7om?(XL&KOCw>bGnTyXJ;4#PGv3&VO z;#C~}q`7Q5`yXx$UCC}|Yr>_;ZJ%T&KEkcCNF{muZ%Zd(X=D>!y&B2gO9n3h= zxJk=VgUh1ajb}3op{rw1*{xR+YF-|V6k7TZW-NU*E|@#vmdkL@p#lkL(Z0T15XJ`@EmQtVrBK)!U!2Z6&eB!1xwtuDXb( z6CVTN>aEq?8?I2+xc_)8kr~Hn-ZfMCxWH`7)WG|<0xIZr&tSeAM{eDZylQa*NB(xK zYOAWkTxlY`?#vvv#a14@d)^LeY|@4<*(%~t;gp@gelH*&vNE~pDgiTV>1-aGEHL&$ zxFy*A9)V)UboYDWS8Tob*(dEyAXEm`1#4)A6lNO0uIDJ^zMW_1)4AI_UQu%on z>LcE%%tapF>A6Ft9BLPFUb{Z`!NW-GZTXL%B}K~|2R@#Du^?$0)~x=A~($PEpPI0%R*KzJkq_36KcSeVwuV88id~KNoIskBvtAI*#4u&JYl@x0hEHF)>F;zyBcs3R zALqx|lF}R~yUYUf;WIX_iJu9S5zoi27F!}|m0Ezt=oyTh3J?#lVaM5@D^Yij`NMKi zK!&MEE-s7wx)OKfHZ~PsIv14d2D6!0xJG%~k@(RTb;{asVLQ+MWrYijdG;xpsvgFX z!_i6>$0DF5?p^)%=LM)*jylbudjsZs>{o2+&Ovo1+Yu&_!!S5-eEjAPr)O@@QM)-G z$C1)Qt6FR?a3g@@+W3cYSR+UCeXni8agABIa?ek&a_4*!{TD|V>J2^coF)J=v+K^C z(ptfJX|7>SnKv-uYX6MB=RL0M>(hH3FAELwRAtA$Y~e;K8*R?bQd|%s-{I=i!vRh9 zwiA2SVQOOZh5qPSn2Iwb^fjgfd9Co1WeExUb&fUB>bqef!*}bNy=%}GQL^=}=sONS z32JpA^FUXe-HZ5`H7Hp>CA)hi4i^IGD?K@*<){KTG^>(LVU*`?(N!lGDEO&y&f5M0 zj2xljbgoXo61@|m@~5?sI3ggRTzm(5lUT&L-(=uS?~^kF`^q|M$ zQ%W>UYb48_{c4QOCoXeEDcHi8qA;CD>^Kfqoek^GQ-oGE&1fpkNhn*|6}w0K8_u0R zc&@Vj4T0Jw=_kX>7uajIOgQ?97gqN3>mHN50Asbs0}t4qf%%c{tTtvth`R7_gT>e$ z+uvTycyPoAw}WM??;AB@gRRn{;H_@#F9>wi{?7i-eBwD@5IDg2XO83+mTuh1z1dF-kY|I03#P|%_MKj%I)Il z_X|aZ9%oPC+)Zl;VR5d`KUxe+ zZEigM<_h@S zfD<+;<`#b|a6TvYlU`U36fqxi*pvPb%C*yZj&j?BkLDcbFU>G0*rUq>4WF>1iLOrP zJr@j|Ts*4n<_KB3rJRAcRTd8rbB*84 zU(Hmoptxx!5w%F5VSDzNFjs}Sw|Va_GLGZw94W~4TQ$_*SK#G3z_-JDG;a(V6kuah z1lW@pVb(L@$E89_7_q!1*09k6i8lnL_PJSO|KjFc%O7r7auoP2=01j@OMlz4^k3k> z)&DAU%nV@k@grB>p658nC!smM%K#^IqBTSQu!0LgqiA*}2d7@9_dhBW!QnOkiRU*2 za8!Hj_jxCMXp&TV%-@p-9XzYP_3Os4V4EZ8`9K;5*2V*Z_ew$ACx-{&kAtA5XzRa6 z>R~W`6~Zq1--2~j_ItvY*yJcJ`@K7rc(7@(sMVcI>8diE)EwwbaS97^uWVA^=y!Gylr(4HwW~y)*P88uwlvfu6ND{ zm$3NcflwB&vp@{>mt=i1iVKvq3PcA3s2f%exOapPNV>#^2RlA7_;>8PuooXrhEf(? z-SKszj|;==u01ecA=c-aRSe6<8|&m6eyrT}kaQ=@40_Ywj6X8@1{HmxhqNRoppcd8 z{Z`g86iP{MMVPt3x}CY>!4Yw2qsXUK8hZ!f)XYy6mqoB)BrztQ@Q zEc@jBUtr^NG);Y9JdE6>QHa~cgT(8Tq=|%PAV<5c8y(VynSOaf-B>-OhbQ0imfVN6 z?I({p%hTe5NKBHerJNTv#~Qd z_Se@^X|(wruMij?1q<r3qQ#^SBo1Mty-STZjSuvGQeREmzlh0p7v~cCY|-TuTaBIJ9hj2lI=#&O zA9NF5$6UTMj5GPcsVh%|2$V)u)*NxkIMlr7Z;kpVoJ)A*E6p+ptqSJ)Puxyn+oP8$ zD*3)pT}|bqMcColXF>Ykh3Ikp15FVB=|mie5uNO&ErHdjpJ(13^@pjauh`8#vE!t7 zGdBaH7?3TFKj!D-#bU>2ksp5^gyqx1((=vHFkL;eOX9`=kl*}Z`+g!8+WyI(NgQy) za!%(z=H&~p%W^J~Zf84U7J)tqmb}uwK3-_1qipA5bIE1Lnj?+ujjGH=7Q*OMH<26|{r z6D-+d_YG>e3St_TX<$QCf>J@H3A>GYoVC|ncJk;{%*vHm?3$H0&U|qi#vG^{OJ8f? z%G>JTnlKjZ8&}IvUi*&oyJ*Lv$ZZ(0SGkQ*X9m076fcCeoy5+0L#FdL_QHVFqt*q& z2V7C;LY!pX^&;U9=CosJqP1Grzi%M8L;VKJmdcGSZEXyHQAc+(0es5XHkq3=j(~3u{F;zGpqgX@v>a# z5tfOJTzCxwCDkwSrX!A8)C(My?86-CR*r_f=WtUxRl)gr2eh_48ezy)$HBEJ51z;^ zobh70){xDL>p#O)rF9l@+iWQC(#RQDiaVux^Nu!-3;ZimPuaWEtB;g~4%9*Ry3vP+ z!^;G!>z$PDJ`Zs!?k>+z&>53Ix`q3%QB2`&Ff$gQZHQ4>6dB=;KbtLpC9yXS_dC;163 zJ>|70v6|yT$G;XvT*36YS9!#i=a8+dlH&e$61PgShtA0EhB+?xlyj7Kq4*gwbh_ju z^eCkSpT}2Ny2iSP`tTsGkgGp%+Qj2f^jcZ1fh&?!7gA-K-s4mWaB;ZrhQ36GHsdh? z7*Xmx6R_G03kTT7W^R0fimlfIA}*b<=y22b{hP};-gxS%%XbE-u%2)_I4yyd(Szoj z9gEm$d+eJ4kq*mEHLZSc--EF)rdsj2zp%}8axAz1D2`X$KQL31fmKx}pM@?uL3Xkk zYHlJfy!~62EO8O~OQZ90qCd&eoO0WLRx1~?eI8HDKeL41u#AUqM~-2!#%G$`m2KSq zdP=Fzz5$1R2~0TLbcL~qUtUx@bKjcp^j&oHK90OBln&ET1oPLEM`dR};;g!b>dj~B zI2qqeW#JW!3pcde97ldZ*Y#^(j=ZkI>GKPhpS(E%B=@4<(htjF@NA`D<}f#gnY2pF zze$Gq2v3*c*ax_Du%+}*EG=}Z)Cy3)Q^4B(xBE|9zL%rT$+73nPKD+h(4$4E4<$Ed zxNVLF;I=krrI+h*EKnynM0sApt;d^JTFuyCdTxlxD=1z5}#-^a`w3$3TxUm(1?J8FDo5|KqrJ&kYCLb+q`$ZDI3E+1;$N{WvZkcWw3B zB7P|#tI*wHgVi_k4^K|c!h-JO%f2?eIJIEYZYVX1V})Z^Q`~ZKR6gMDi?z!Tf2%2s zUF$bwy*p--dd&|Oqpf*VuI6IL(%nnh6z75TB`3C^MFvLr1O2Xl4Z~*KUH^SL2djfM z^zS@V!k>JPm&nw#SX+`da+;0;>uss|TlY4=KvTjkmbf)6TfMs?IU$U_nZMiesi$#> z#Kk`J%?f7^RL}Xk+{Na+_XqqJf56&w>+s>Rls3S?`ti;E!@wj!xy|6@! z4Tr=>s;Rvtn@VRn8jK$bdo4p&>aGgiaWqG9Ponl@nL#EeVJ4*&j;UA%A7 ziXHo2ls~h74fBPWuQG3FVACV zmc4`PEOt%yN1I?OtVK-Y4C1mLl^4(80&WTO{gR(k!O>3^m&LqaB3V!56xDZbBspot zYt(1J!03Y~xgK+Jl({nh)w66uqpoLWfZ{k1bPi^T-57frb29* zY~u~VavV;JH2cu|3YRU`H$6UW!h(@9(KX`1U zQLrR_$=dw~7p}ak?R;DaZG9GG1t)3DU3w%>iUe%go9<|pU<_FqGpeWm|9$PhMqiv% zKf$uyiE895!YMvF=d-DvIBagqQR_Z|>z*BLPrQU-q<8XRcETDEUK!KG$Hc`pp}WUe)flSQ03L;tDhzqa4dVPtGO@mw6zqG*67MG))b zQz&eY*1}-@H7lkMbvSLnmTElt5qj^E=3d_ahh$H)>rFRvC#^)kG4K#c)1U{Xg``H zOdN-~I^pwWCAHXSW==V>bOfgdzl2!0J43&i`Y|v1Qdrc?q3LN4hS0x~eHPI?I9Ii_ z?v(leUj63ZYQc*2Va{8kJ04h68e@_1x(<^s^M94`8-Z!Y?xnLTH?gtJKtKJD9E|Oe z+7RlQgkg%y{CA(X;b1F^^6sDe<*3b+w~pq_;c`{^#L6EfEE_l~((^+WMlG!Nciv)w z#ZTr}opVniG2J$Ca-##5$_XZBrxI{FhWcgahXh!)o$MCV;DD}ck8E#Y5wt%sRHi$z z4;B^k>e7_PVSH>sGn}UZ$J8D^2`if0$P3($^`8daQssU zKhv5ihJ994PnfNRHa(-hkWot9dJt#r(c}d4XU|Xu4Uw=WqOU2qfPf>8#qS<|{)Jfs zUml9*<49Pv|2Y3|RG>^6z!)VLUpp|ml1 z|46f#z{zc`&yOn{t#@K54;e3)`B z*H`mhE+%vp7>uNufgR_k6oDop#{Ha8wzAU3CV$TD%->U+Z(kN_zt=(e^F)@*eQK~uq&$1p?Fx*j)^~Dl$lyq)@tWJq09cTT@?ue-!a^~s z9}JUBI6-rc`Gl|$#P*r|{S{azM|G*JvPm=q>J-Ff_stDLx5qx#dV(-6G-}uV$7e1_ zXE@CX8YVp#+>a|a;;78*4U?>g1PU{Gia)(wxIJzr8c4m38SneHW>$!hb^EIu z%aQLu_@u>53`)hc($`bF*q_7f@4~H_qtTe~IBV(4FN6tlBKwx5Gmw3zO62Wsz(|sC zo3u9d4sUI)3!ThB@|5kp3k-K)NkwbVR>LeTz1{U;y6QO09*l~;zDojPp6iJ&^uEIi zI+Oh5OaUAa4os9c(?WtG?}QGQH@4EB>K9Yl1Tve<`NLek@SA(1?Q`x3wt7X&kAD8S zQ%?>ag?Jk#>KyYaJoM!#uaGZ`{Vo9)QD;CZ{UWpD_t!&#=K!OZ(h@8e-&0!v8^+vdSSmaL%8MjJRB*T6`_CYD@S8^ zb%2lMG1dh>?6i9H16rB((JvbIVn0ju!T!W97!8oz&5}5S4ZWR8!Hg%6wA%Qi!m^M6#+Ba+<#isa)mf`rfizUb7%y5S9^pwEi1swQ#+AYZ<87m|@WjjaAprtT1 zrch4`+V&l~r*>Tg6Tt6#Z9o@p#fZYe*~iJ0xCiGEFj8gq}w~Pc<2DVcgvBE9%xkxSDDF^w;r0DEnx~LD$8BLsdzi z;xriLD5*8CTIG0P{asga)qBMRD#J>zJ_83i>P-pi&shX4vsP4YwbH@po8AIf@(Xr& zQO$OY&IT8FpDh12Jp^0pS-o7m{!rMhFZ86g6M7EpdNax zWKb3PNS@7t?)r9}qnAx#(5B(vjZrEjw+B=H{P_f1u6z=_5`G1GRhT3?d+x*R>oLPX zdvWY@$la&Z8-jB=Tj3V9l-NjC&WulRm7@-N)4Uc`0z)TB9E~*>VQ6x5MP^tJTQ9Wv zHBG$7kvi2q2aU{dLY+TtuEYac>5O#aj%;9OGW%RWA`!Ds#7}g7{)$si$~ebYf}yxv zu6WzvryK>Prh1fRFBW&3(49`*1rx`I^=g)Bai--XCJto4Qv9$*c;yi+ka`7RZUOy= z3wOJo;KKDYT9;MX&7m&*(wY5&vN(RMF+jT33Kr#U!kA6Hf!uI#CUr~`M;raGb!+=U zlW(e!z-2jHiTGQlB~gttjWNXcRY!sN)pI`2w4OjgE3oiq?>X2sYqIR?@4z{YCFdiJ z0YJ{M5=_w+#kFtaE(s=4(8ZzjF@U`ZVyV~Y7EZTAh+Xdc=a-gX_+tX$qT3l*DJ1(h zwvEC36M^hCmqG%CX!nV2l8tz!JuKe ztHQTf99#*OPJLO51EMR^CqEd#pwKniV~29Ez|XF{QJn&ZWB)L%b9duBRh?U2W;r(e z6qZiQJOMes6|CaB%VA-Q-~mD(aP(41?;e&vSUGU4D%9^c%nXPNv6@Ig>Fzf&xhE%} z=4()toJ}fjFfda4^{it-huaKU*#R0C_g?>%yM{xu*5!O<&N#94ENDIL2o$@0GuUhC z0+Cxce7jcn;Mi$QVS3jBq%eUwho(2!&MnMg{P~0&<){50&kN_`;2%TRFOgv|c$6h} zg0cwax8Ft@oIHfn3sVFO8ZGSe4Sa66+;iWs{28?h+jV+@OD46F==zC8T40|$c2 z1-Q=+1Ce2ZlG<1k$zLx<+3$FCKZk;2A*DEW-v-CX$4k(em8YnotO0|CH~NAvrr>DU zMdmy+LCCn|>HkM`7;3&-z2mtmPM~&)p8YYhS!qiIBnBlDkhrRvHMD zzJF5^*^U7*RgcqPlMkl~OA6lUDdSXZPIma^*FbzOv@BLI2*ZSq?=N?SV$=2L)aLtc zP~yFOW+u3Hhx!~bEy-_Tb5sH{!V7ana#0x`Td1|;^wv?m({K?+rQ6i4=G!)hE zUBJ~`-E14mb{KFfmJBmZ!uDMyw`do%k=%KG?nZA92C0UO{%3O#m*SdB_jF!@X=WX( z#5r3z%2k^)VdJ?#a-3emeK)XC=v0ii2N8N`w*6=7cKRFk@*K8E-?>hiy{_?=NIbyK z^ZM01jIQ3SoO%8gXCIltg^#CT{sI?CtY{k-vu^vmtp5+ml4s*BFX?0DC#NG(8CI}t znb!R%VGJf#B#xz}Izo@jgHIdbMmVr=={4iAVw{=%^;hEVBiuB6$V`{)f+Kl8F;_IM z;!uXzBfF1!&=i|qc{@f7rWjA0io7I@HHUv|+i)W^_db~P&kt@wG$ zxZ{{~hj67segr1>@zk7=?!kJvK_X^YWVxOHNijOVcEl}-*MJ= zJ=)4M8%ZAW>=|4mFc|7RCO*3jsjdZnnZe4?7GiTIlKKpEd2B3uBo;%Al`?;;ayNWC zO(>H0YQ~it`VwRBuHwp%7j5k)vyh}&x=`J42me$qvfZcM!f}t+dMEdXU}JT4=I4QL zI6kA!^@{H`uE(Hwc;+nvO`@1jrLYt(B?rYlmU}A4;MgSMb=4lrIJ8o~kxQ|=NsBwn zSRFTbM8Z-lC1K@0)zEo*duXb*pz(WTh{IF{!cW|`z}NSf=_uZStVt=KFOHSa?jp}o z`yT^jl!*=a=F&nvD^t4TDc>DWdOkhk=?Oh%aXaKceq)UT04OsmqZU9o2<#jj$PcBkNoP#B8FG)bf-SR)Z;NbO>bjdv6mu6sdM7M z&#_v|BsZLYx2l=^c8fsYR%b=~=`5~P_T}#$Re-60w1@2`-(g5`+qdjSFc5Fe9Q&*J z7OL%QdrO~c8Hd0MFQm6pNtFz+$U9^Ch@ivXmf`DJ0M&fGB zdvLANYxWa!>rc4F321|o=dzpaz-@4%We^WSY8nU=S zbphvP*$>~&twiD@eX1e;Wb9|{iPRZ#z(D~`m;Lt<=QF+ghV8R()A}>_;KM`MM08rF zxc&iWBs+qXqTC=&?t@{>QWy?hdUitUz;h(9_{BX|ih-&5(Zkuj$8k_i2;QDF!BO90 zj*KjQBstR`JYB*LMfIu2V{e{Duh0E#o*!ahMtX3qv8xfP^Oj=RSXv2`Y3E)}9^Ub$ zQs%PI%_>}sJR&-vd;(U-p9&iFal*PHu1l*b(6uWzkic5FCBo^HwP$3uB*aiN$AaYmj{9DL~Nct zO^>UebdwVe8*qU6a?*95K5RSf?Jum`jRTp(JkDBXFcCt@6}L42@wsH~Tdy{;g%GyO z_dyqyc|G08(~Kfep3aZToZJV4f2>(Jdv?~ba{t>;G)&OPz7+i-KMynKZy&VDmcqV$ z&AWOmJE6_&&)^dQ60EYbakxk#%;`6I(VF*R^=EmWkdvi2zJ8SAOpyRg^gBEERSaTz zn82xfO3#5re{hNZ^&KWogdc?Lrq6vD3P1qU$7POqC6vpXFLg%KHn9$`}PB=b)vX) zNdv|f4*7`nCjm+5OM*_27jE8VfBgCwCoHH9?Jd4r1G&g4F zGnR2MRJ46I)=?4aSNL;W41Pg%u{ke`Un@*rqA3qglps*0it}=wGQ?!9H!+pNT~Lto zRApw)0mw|d^L*JQk)-;?u+-ZGwjRA+E@>LX$+()w<<;M@qdk!$$tMIS4t720(pSV0 z;;XR}lp-+Y$xW?cql`7XM%~i-|-{|a3#@}(vHA~4QB`2Bj%7~Wv*w0VBfQVk({2$c{ojAl{JM_QLr%@x{v1G}-WdAo?vLHZcedKE zoq?K%t4fn=ovLTKwWlcI9GlTfs&cup7v%xW_`%kZL7D&)xDQ~M5nVsbB$_8w?l1;?+r^?ab zPow`%vcQUGUs9F-0z_Wp*|upnf~M=ub!H#Uapk-32}YB0?1Ls6{=f(rthGOLKWiP5 z8B%&9>Tf~i?V7*b{8LCgY;8YVUI=6H6*KL|Ubxa0tl*+{4K^JF?fD!9vE`VW?KhTF zIQ-CdV{ADFvv2?A+oeAX#LSCjf$shnQhS_i-|9 z`z=T+Q*MiqQGkMdwq6G88n8XOd_h0=1d`up?z1*0W9W>RHyzhH41FI6pPITVN6GsB z%ZKDZAd8rVwJjCm>hWvuqzP(B)Yuq1*%b?I%nht6l=k?Am6lcSrYnvwb!XkBV1qSh zQG>(HAuu^%+wwI1IkZ&{7=?_T$Jy+_lq|g#=r{1YU(rzlE!Fc-529f3retMLdH}So7DtEJTjJI&w(e+QfX)sZmKRT-;mZ4W z>EGFRLj}u2ce=<4Tv)1DxkML^g=Zw4PpPUwZ@Vtt{D3damrET|U5}NcuU*t|(Y}OT zVdmvSA6;-gis@(V!X{)5Z2p5%r4UlW zB@dX0eO_|uVFqp$>4>L(D}cE9-xk8}x3Gk#Ifb=Y37QyOOfGyHgr4*jLCOv$Ad>x< zdjIZ2l9780hszC^(AX|tVMXXqGn}>UmBgvJn>sGpj<_ylzv>|o3q2>!d{Y)|N7C`U z0}4Mxuyx+c`L;$U5bugvYb}RjNzf0zgwurpNIeZ?28_=m9v`;#FH#U~N zf&ZWyJM7P7Omoj;!O?`LV-eSJlm6M)=XRwK)?)f_gYPPC^HQ9Bb+61xR(KJ{%?GS4IqG?X>a(3ir}V%~Wn4Z5AVJwQj-v5vhpl6!8O zG{V4|%XszqH6V4Ww;g_G1D!XH7$$D_ zao5?JVt43e9h-(gmsp?&B_ZXBs|k`f=;kL1VaQ^M{< zm z^=RXYpJxBz=!-BaqsnOIeha1#R9!dTXu}M1vr`t?4LBxoWh{C#5Jy53`)R}_vGr}O zkHbC#EG*>Ct{*%IL$q`M?f>@$NKrSI{$AjKwfzMyWAR3?#1=9_$*h9Kv#IWq%yKZ{ zoh@|;h%jaJI%Y$ggaa1-jdUv)vF(vQaox}n7S&%>qyx`p2j!rq=!>hp`-Gl>I&9Pnip+$Br zJx&ierm6@k; zJj&nMZ{G)=2yj97-8D1$tQrC(XOol8NyN4Iubw%FlW`_I@xWZ_3#eZEH+s_{6Xs)# z{hC{haHc(i<{eEe78kyY*5Nn9p4WSd#4a;J$G6=QY9AbM?!mi}OV1u)OSFu`{x zD4aVM>+30$j$LXkw?=cwSj+9&!7hFm>jI==9*`!n-O}`2l1&|~x$=74H|U3qmlm!6 zc{D+(O!4pW4lOLU9V%)4_7dlPEBe3f98m8|g~ibP!m}J(Ft6Mn zbzMgdi-rey9Ib9bL%RG+q>{&lY&LFjJ5A_xi#6}!zDc0|$^2G=e*=>~il&^;632y~ zjuSL8zA%u-pckC|8aJ%hQx#(m;kh5vflc^Jb`77506LWMPpaI#DY_6ICQoqcf{ zntyORSKi=*l4RRoW2OI)j(yhShX`_wd$Zjj{hLFTrq}mfcMC>$btnSm`fJU%$YRjE&hv ziQ`bif5VpNP(RK!8xBqOI$&Rm$R|y^i%_52-f^{Q1}B##CUdB&u-LpPhUVD^oK?FP zl<4M$%av+}xA>0Xq|Wch``kQX^5fOpaSC&hgzS58q7by{^1BDqhNL_?3R*`>yPV=*#+MZ_{873{YQi zG1<=!YvIklEfwyN{>S||@eVIczlhP~;T*v=u2ODx;UOF})u=F?Qh?gjJ3V~?zo64X zY_ylw8Ye|Qc{8r;#r``y@ZfeeHvYZSAdK&EB;(POdj}l|RFYK+OS%Y?Zv>~NA{1dw zRc9*T82tZvC+CI60jN`LxNS-?1>1vEZ2l>n*z{OB&EIx6u8VzUU6*%8lKbuN@p`OC ztQu4`h)~3ZaBYmJ>Kon;||tk%r?kKL_|unc;l8LW~D^5Gelh|DB;=|ahtqNk%*jzYz8T(2h`=7toF9kwaKk`(ziCC-PwXf5 zY3wKgkba(99^|Ve(E8h_#Vm?oGy5;QNed=OIh0->ZRiZM?lR{Ci+^IbN#}fsa1V|V z?2DYe(lI$uPi4{MC|2@Z+me-ugxS~=cBS4N7_wKQuU6BFoVQnlB!))CvYn$W`oLp z4GZEs8-i%*V2!jLk?$)BMQVEYt+I%)c<6HYH=8C{8j^@Fc$tHFb>i9y;jA##6vdiU z8iW5)kO1Ju-DLk)|T}Zj*(6=OOm-^Fr`r2 zgjnPn=_QVU&_OPFoW@A%NZcaR_8pw;YOfi@!324bY~xn z9$r1%69L_|CNcTJw6GA(>Ml`|33K1BJvrz85ejvF(FxeH;L^nI^JaUm!i-a<+VyQ# zSZB(6$)Vc>jn`T^a+Q*?LCa+2wstT!8$NQln7+d^_g@PCeHw$!S9;U`-08zEe=#?e z)FU`$KAZN`Y7pkRyeYgi<8VMk&moKGit{edi`<{z#J=PE4(n6hg++gNSIJ}`(7uj$ zSj_ze!_!-?vZ^vb>^xFuB+m%h<+lp!i}YbMjjxt9a~d{D+T_H;=IATE=PzBd1`J1( ziO}9?!IHd5Nj2e2X!)u_I{WOD95ofyw0L+fggTZ--Kp2c{?&hX`s@T?-c;A_{e=`9 zl$ztt{~iNFe=0c-Z7Siywa2{8f)C`V|7}pnJ#>+y@ZYPHEPVh|qg_JRjPr1$K_TpR zh&0v&997?h zu0_a4Y-j(Szk2Z-ZbXc89zD_swfw@VN!@8MV8Ty6YPXXsAM6S!?#4oMI#*C_FhBIO zzO1SEx&fQ#MPAJuAA;4Dg0WYTYcMsPMN?3eju}dmOtWQSFs3nD<{rUNB>X zmDb83uKp7a@Og}tQ*%TAi*jYHjRVkfs#VV6K06f3d(wm}Y5_6bz3S8hkKz1mQAW%FB2#hy#2y&=mOE@_4kj}!7xnGCHOjsN^aM>%IW;O z+Ay(As(kM4ggxy;ci(wfKx6nz+JHPQ%z5g4LApa8C%S_C&Q-d?ILkd(9}^o~U{m0| z8f=YYPYzy=UTcM}r+Zp@1frq&1A~}aK_w)-x@a;H^blurYU8uHL}7hw^y{HrB0#$N zAkcS30SA1Na{g>tVx4m7O7pNIj_ohL5Tqi7!+s_6=i9Gh?QBpaX9z1q^U_?5UR;o0`r$!0 zft%;7)Qe9C<5nwa?0R$!7T;bqe8}(t=MQm3te25-nMo>2JTV(*y*^%|AXnpDBU5DV zg+I_mnfC4UUNu;xTyRZ0Rflzh(dPvl#jsuB;;Hbv5)koyD^32RE0Byna;r^`;^fr{ zCqq?XnAR#ff1C0)zNTTUB;M)3?Y#}Zl5hDV`HEhx`AH4v`mf^T44Vt&XEIu(i~NSk zI|c!nqR(+LX}7(IK{E8aKFxV^#t8-_-cI102^8GjtI1cg8*(Ozw_NrQ;NrJq?Y*8e zIHh*4qq!s-YTHG~W()UVYxy%$`cFYVorakrJu}pweHv>v`xF=I-!d{3@Zyx&Pt%g^ zURbMry!GPcJ?Oc0&E0|aDm3ahPQD9w!?}g`!+FEsuvd60!e(m_7K_~m9ejj=xbW!L z+xl|cBzQWVrr6;%`r;zv)kRp+H(%1cTmwt{oNY?<0Y*6{q)#6{iR3}WDduzvD0peg z7DOSBhUD zQPWv{H=OjSzW9OZB@~DZa2Mv90I^BVn6rExhqzi@WS^NsmHLIF!}gOH@|9kqLz5q%~B8QSSuE$+nR0%(Z9m5CbyVG}k z#ya3XZ>OV3{_vaS{n0k;yJ5hUwu=ti2b9yRgtc*9?T!B8#42>3STr~B>cCCBCY&-R zk5hifbI$y1gy|pi8!^R`*mz9%y6*>d7+1RcSu0r(7R$~kSGInFfC^@xKYPx}Q8lV% z59+SLIM)|#m%4q>A9OFush<)y)znW~-rzKrO+Ry)I7%TFNch8#XTC zVv1exWa~j3-C}j0SLg?sT2o>I;B3!Z(kmDxOJ}z7VWa{FU%kUeA!?HZ&)Z}0)T*Qjt zdJvmVjqf@3NCL;TVtM9d6(L#HnrHT89t`KS6?i)TgZURXdnQAxa5<3MsJoX5w$7Bn zf^-$s3rtksuRRNW;tDPwV@h!%;BB>GSu6%08W(c-W{y?ObmqtSC2{5Q?YHrl6~Kq~ zbM{qVLrB>a;SEnXjO|&be{H12a8X<9&=gY&ELWR3Xf7B*#*eV#Hw(Y8TS(U1Mr;Zi z)Xo;i7nvi;v`xz;CKr}HGqn2~N3nk~h82%b0!eu5T$-~M_Fv6Tt?@hqgIhes<-6u! zAmA-9B=y3~ppwQbr*Rw%x_?POm=8BnE*5z7(!#tkYe=Na5R^zKQ1~}J#ClbVST4T+ z*nBZ*&gVP@EwX2x3WU2tQ&?fP`_?xM=qfuK?Yh(N9X%DK6fs!uo8$bVXoXWbuZF!> zEU{mf{odNgbR2}t7YYjhu=hf~|27t5YHK5%X?zycDcPtkF60;U_-vIb(;nO+V`876HR5H-hmkCw#0)I@n7W5 zI~|64Z8`>#tU2_%QPOm=Kmpnoy^>qj=wZguzGL_4QS>pFzwq=D6_%cy{{^d`VSB;- z0iEy;KTEbb6zX1sh0ptkM{|aus8u&{?jaj2+F7l2E)a0zk&De!216hPCwU$0ScS<) zT4Dc{2;=CpejRSlao8F#?W+&t1>0>|sSfBGGP96tWrwYx;o?9g zI@t92cW5qcmO!EVbL00LHOSs`N516}7cS=SYtyml$A(KSf{kZ`a58}I-rM(2aPYIj z`Q|ZmnD6Z4-ld?9)2xH*N)MmF+UwiX|2CX3H7`f9?|=p_HdeMg8TP@(kYC5nsr|!| zKwjx`y1hu^O=18a0hqk&kyvGZ61zrrO?=}=xuI5$Qi_2`ZumK@+d4;tT4>-x$F}MoCeddL z(Aedc96RQTb5`Exc`^lX{$jCq$k8xdE+X-q5oCgTs*@)Cl##F~>b*ykv z`-~wk8r0v;F+n#eR)Y}kioKNjejl~&!kk;=cXn;XMKg0h3zDM0XaYAis|6g^(c{&Z89-(->wXBQnn*-{4vIe*?P@Z`6`AZlT@!&Z3GZ(w)<}~y7^1(Q}yGZH8 zTg-Nfb};JG!llbxQHM^lz;x__i8$3IZ2R+FY2q<0jNc5?>$_qCLq+>0`^P^+*In1f zRL#qcXuY7yoTK>G!0poa|o2f z-){yes=#pArJQjg1*l%XuyUh{A19vni)VHk<0O@9$j1;>tnVDQK6XM1#!iM08XDig zp>;V{!DQMUzYMXKIK_n1S5ID&J9_{p13Mc$trKwIPwcSFdKr{Btkq5Tbi#vQ$ZDb}Q3^?vts*kAcQUSH@4ffl>l}`~{{D~7!|(mN@9X}2-tX^&^ZmxG zi~$F0r9#{sU?H0IqNw(BSUT$}D|S5{7KfT5J}Fs1Pn-XP@iK3m8fOiX%eaMTu4{f) z@(!#za4Fkg*M)3ext59HWc1b5c3?5`!#3l$X1jEGpqowqXPgNe3>^~+U<{arR{v+* zl2`xYWLm=B%PN0iMx~{EgmMi!Iro(jGLFL13HO8a499RmtYkcw(G>f&ZOY@*OQ7L9 zqhp+YE&hqn`S(1GxOr5sJ&n$0&a%M+*neZZX zxJf*=+*yjv51+BOXwYB;6UPaIz`IB`HPyXul?KC2raRTQqH*y^!tI{oOE3}k$;3ZYQnZ$uO|{z>M*OX+W1@R1f3bAf@ViG>M?b|SNhVe85DSeU=wRTOrq3cC_MUeRE= z22sZv3Z{vlV0hKoCwf&GiQawp&YzdUy4_|L8T1@Ps`cNr#k(?bxh-+}KSLiNUz>SN z^YM*G?#wx1&gh2K8oh#$U7p(Y?BtK_X45Z{= za^AJqu{8IR-mTrDP;VJ{x9X5Nj!Cm>6RjO^PDa}?#+L%~hhDRtTnpIdwDf0pE3&sa zx;EO4_!?U1B;~1h*5UZiK2F!)c33p^Ddd-H0Fv?QoAL1(SWC}6@hjmO6aw|T2)ki222F8o&; zCyW|jUiS@z%GX}rY+nL#&Gh)k{q6QRJ#aX#Evk#ixc}=tuhV;=IO}+Q{=vhzASX?5 zpp(ayeV#Kr7mNv19_`k3MmK?+xaTtE?kgN4vWwRHsX@&y_bpB?0ctc3VPka!KP^CMiT~{m|vEV`p^f{*RL?oUbup# z?K~Q%S)8y)@2HKf?OW(InLH}NN)K~mKRvn3DA02*qKdCz7E6?TJnOFn;VLyFooGe@ z)<^9O@7Z7=&_&%<)AQYfB(KeX3WnE_9Phg8BK>8Uz7acfz>)#Jk7ONrP({EgIlh9o z4-0V4(YJ3PQ;kS3m3M6djA35DyrUq{95#*W_q8ma!U>7PHBFbwppfN*Raw|>0(DX9 z*2BB982&7l`?bnFXc99qnu^`#ggaLyX{qi&alAp|L-s2;dFMF4UED(g&FPbA1w1J* z^S87xoaGSor88gWEja~MrFLY4elaLfe$P)5Eyvchf6=uKoG_Lh{NMGdBQX4C!RJlq zR~X(J%z2yP51Y+8<`16RL!a<6I9{)k(loOWel&sK?k=@haxVhC41Qo;>t&T@{C}ed`$)=EKn= zK7ZZkNidqerzK%(8OLX||LmU%07jzv1_r#En$7 z#E6>}I44$=wCXv7DPCO?nzx6b`a^-IlGbBflo%hIx)cCQUISxflK>ctK9Lb^69~15 zGH1p=4`HL;(SXrcY0!1xv4M}nUFi5(Wy3F!jIDV$@TI{y=zdx~aaQgpF0_AR&%2y} z^Z0DgX{m18Q$#{VvpK*=^3$BmEiY{A{OKG*XuEko+-GJe7x$D;k z&f{#v!7e=#l(l8kVMxp0_$QgbT0T$K#&QBeCsdxlia*$mo7( zQ~V|hC&SzFK7E|Rc`5tjv!=`2+;NJ_u;LALYcxge%{m0D#lDxL3?IV;x82cT&EuH5 zntu3!{YN5os766Jt0dNbceZ~@c?*j|Pc5%b=m6!HI2AQh0)a+JWBGe~FAfRm@!zgi z#AcU!q#@n?&^Mp?*Wk=sSi1f8$V0Cwm@}Sy)a>&MyZ--n`3D8ZOfS98_r456It!GQ zI0}>z)v~gxC@?5zrc(N<4Aw72_;Jrn<1~x7qBhkzq#S$i8qskA`!5KwX$IYb2Eq)} zgF(*ierA!q$Yli8a<3c1bVxW8?RmAt#vfX>KJV80GX$ML1rVCcfu57PI)?V(Jd` z@kh2M(%J&?`>r#uX^2qnoV#%4<06vI4(;<#-2vkVT$c^LorcWl^7P@y&#^;a+fCf$ zC(NCe4V&?s!L5aah3B(8ew}7 z(C7}`#vVK*Ydf5!3Vasl;Ejt9jHAZOb8+pnNlL_UDAv89*+H9j7ADG$C&w}tKx=r? zvPzyCkt+61h*{@zoZLG$S+VOVOuT$PaOqYmqQR81#u`2LD$M$1?a0CD4>o@v3^`$` z>w_exK`+P^z912%ri!Dx(}hg_%n@j8_{{s$o)PK&l9Gd%2Dg3fp~n=_8$DT>4ja6Q zgXPQIZX(INIGAw7Mf#Kxk`?kfa|d*BW}j!Omx(Vfz2lr)Dyf3M5k=8G`~lGPg|YWs z?=}y=oejTy@CKxOJ`!@^dp6AYFn&9tD2o#UXGwZz7NB|bE_Ww62l|F$k0=&>gW`9h zKT3G>VNSPI@|W=k=vB^@TkJUiP5L9TdJ`2$Ix%viQ=bJX%csALpLq;@Om(;GMpPqg=c7>S5uz%Ly@ODJWUF!1wB*2$IwvE6F4Jp|>Y(;SBhu6T}G{;`g$cmI%^Wq!VO~rn-C;jFl?Uq! z?b>D*3%FtV*L_9M4*QxVZ>4Oko0sa?zI(OH)iM=Hod53ds!QSOYoi1Xu!0$Bb>jK3b)3~1KQ37D z1ZMw@rmXv1!wQwFMvrL*(VuQG%ty-sqAm$1Kdt^tpb1Qg%i_C%v){V6<0}}JzWbgo zANv8F;liRv-K{Gh+TEg{%1TwaIH|cM2o{3^SSKqRbx!13(TsDxV^;0mO?_p99yUaahp3a&G-1^u0X9+!nk7o%d?z-dKiU*Grv` zjK`y3UZK_f@qSudr^*&xxq2TqrNpR0<{WT9<%Lc3v=;VMb9R-y7{u>;AKX~gyN$&` zMpwOr>#@GA^Y0NyOZ+49{o>=-Pto&iiKgJU`!LD;?R8SYBKD80=lmD-0CQ3vo>pCT zfnLUSzM+j;Or+%PyLkE=_79AFzHQ8e^R|OAAA*cv#;um`Wq%8h{tU624u8ejT%ukS ztp;|P^3+}7M6nQ_rC4AG{@5y!BtVA~KE~y7@`rE{xhMXQa0gaZc!YTKUxm z=pKGxxQl!NdzdV*y}l}p3#(Eo$_^sfwS1(-VDAhJ+65>lYvtiW>b=;sf_E@&E>EX@ zWDQ6b=hy_a#gSxkJ|My&7#5B;uimk{hfRZ`3Lk7ufSkJctjqNkruPYLZDJI5MD_1) zPEo`G2iH3X{PqHwSh;zh!i!{96SuSR>)0;-+4j(LYXS|+&(5WBV;F4Hu@;H@0_B9@ zOqQTwoMh5v?|t|W7g)zrwiFU@YwzZTPqnew)O}w>h-DSlqsNAwi?3t5!Z(g-lZ()= z&QE$dU5B zF-82{$0u&AFrNE#h}Ppbk*d4_XM8iEb@pQNu?G)v^^?o2L%Iv}`+bYrQA&qR&c!ra zjQ4O-XXylWe+{my-4<-T@ebOH>py=-6C~65@M_SEW8>LY`CCQjVN*x+B5ltc{^l5? zUed_Kkw0%rh%IMuc$`7*zk+BSr=5{<**b$0pPX~Q6D)B;xn$x<^BPQqw^Ii$q?$UFbS4n__%Q6pI!2J{AAkn_jj z^IVXNd_p=bKiE0a55CZw{Wky2nU~PWAM)MbqzaPl4OnBge!!CJmzx$M53pBAAmX=j z2!Tq;^4?*go6xxL$*fP}A(&C2{(92Z09${CpW-;l0Hnv?6+hqSB+{6E<2OI$4GY3# zWnoS}m`iHaS~cm!0(YkT!KN0N{(c{w)nDSsbJFvAvs9QO3QY8=|AeuSH`2AMF*ssO z{qn-v1AO?%M_XR47N^;*9tQPZhRGBYuPNmQY{Z^XU8So~I-`4q=A$^Sv*x_M*4&FL z@f_9H_6EQ#iSK;C1#K8#vG4I!Fu~1U!xMVk~}Z|$Gfi=KhuC%T88 zZO_-7_px6S9TT{cv-p!=je-*<-u9bkSYdPSmQQ`d_V0ef`!t1_Qe%y~k7f-(Vz7dZN#nJs!lV^cE>~wp`O#!EZDZYl+w*5<c~e8 zhXQXG-hx$K99@{`t2vMc=?(R+f>iuC#2BhOK~n^C`RMEA6bD2QHEFMBm zk%w0Ll()7^Cb$uw|Lt*PE2Olr20gMBBT)Su%Kx;J4kvnqqnLyr!SH`OA}{IB!6e~v zZo)e$EOD!`)a!GAmGA2ce^w@-V~^M#qkjjWYU<)&Ci^$r{if*5)D^9aTwE@8NZ{Y3mpf{I6?{-eTLC9^sH4Rz|te#!~Wg{oa$lRWrcM^gS}hMj7I8d|s4xfm>2mMn)0na`4i%_ec+e!#ff*%O$^ ztDO}an23{6X4$;EFTkRDV<}a1CN?qm(>B}uz_vYP^$eGAnDn=#S?#%jWHs}L4%`$d zKRc|HaM}w??0)LsZr_U|KO*l%1Wn^ykcotI*#m4^)o4*DQbY>#PF~482W(!-E|<(S z1CoLc>%$94IG6vKLDV@0NN1QQCY>`dq(;8oOTrm@iZ-cKciF&X&(rU2LVIA2ZEi=k ze=fMRJsV#kN$$CDm!^9i%YQnXsp9}qL0WBHqvJVgl^@K5_69V>^N(e&vH}>tBvSSe$Yt5)$761il(8MdExPIfs#Ei8!Ep< zejA39sd^M)u`8J4trdB9;ROs>{K$JWH-V(KGW|>M^j#6o zp61lN@P?s-zw0Zn9wt&tWKFr;x(7AJyGn=K&tu!UJ-g&+hlup6j1`T-*)Xi)N_T(Y zKTPVqI$|vJ3#Y_s-;PL0V5{tfVCt7=aLOR#8TVfoXuL4BtB^Q@JZBt zTXsiWNVm63I5iLb8_Y*q1>InA|AiZy9qB+$>0Hu$cLrv@`r6apm?O{{Hbkkn3;|^! zU()+R3ogV(pT9~`#=$du&!S@tfVAOa1F;!Erj^^_@I?s5KdinAxIG06mq;nfl@dVN z&snvko(%I;N2J0sGI4r1Xx+`u0;Y4!C3`ffk(77%*y*J;-171Zre zf8Gpb#!>f^75@N9NDd!W3Oj~|K{>Fd3k@p==8(c&5CbWL$begykY@Yc0Zk5 zjgUdoOQ})W{f)Sm=wSA$E(8}~KJJ^T47S>f?YXO~jl);%`Pqh!Ly7VH-`^o|K=zli z6nnJ{X`Lp1t&%^mBk`)ywqtF3u7q6m2YKvle-zO!(FW-kEr&)s58!-?7wxSCdl=ZH z=sx*U2wOW|U^e<@C->FLM4ui%|-J-Ad z3t;nf>gZ3lgRm6ziRnV_f3V2L7^qkBkwC3wT0Z!Q9TumP#eV-ufZ1}Mk3KiMVDd)f zXp4_4k>Q%)}lG@Ok{wv6$MIDDOS!bBsV}~i=4Z8j1B}_iKmTO79 z2tB`N%TAswz{bE@0^^@PSV~_f%kEIZ=@Bc7lh3D+LKj`ZVq}d|q3yqoy5zB!MboEv z>MW2RT3<~a8-tcVt)}2XJE#%lx?0FQgG*%r*6$6fvCpL_`84Yh9BEfu z;NE!{ha4vBpP7@ftKE4vv!MsNwjy!}uG-jaG@>YR_C8K3HMRe%`U|DD#G6X;mx0ux zEvr%0ii<|<-;=u&p|SGug8+wloGN}c*Y%2rK%Joz9B}6}_T-3+Ru(XC?@y3RN(DbI zloDgZ7gTU;{;ZMjT~}-X<_6*RQ;;rNaOy6V4Gv%OcwHJX0wZpb!LmJ!80OEv?_Q=X zPEYQR6uz4QUH877V`b~Wk=tf+L7$ayMk_ui()ug*)xR!e4v$X+k92TZ$V1P- zGY^_h3OajFPUF1UIqsd3bx66vbo!RH6oH!juvJw0C)U|D>0R}i$02REH#%RcVMN!i z_$(n5W50FpY<)8Ui3)|qu3PCiEOGL9TJaWv`n=_kaoZ>?NCE_%bx&{hq-RRy8(E z#qzJ9JExStW6@rmMLokT8vsa^55toKGrBA zRpyS&%XT6-w>Nw01dTk5a+!Yx@oA`_54^q+Dh?AjE%iU`al(p4oeF-FE~u~HSvJr6 z2aCe?3#hq%gb|0*3pc-|K<427UY}Q1n9X_WofV%Zb_u*V^Iq@(%rwZjN`x$6@>Zm$ zP*Xp)ighg&CK|)YNcRpy^Q*Af`mR~0RuWpSm)$RTx(~-@7W}ByYN4Mpxp+Ich)7ez zKgBJe4~@6a(26DOh2`&7%P(K-$Ib5D-O=+jIH-`bpfps9Yhgh@DjkAw^%{{Ysf7j7 zRBp^4KFJNFA~C^w}R=S&^Z>J{t{1YLZFJ9)o&NG7j{0}`cn0{h~a`cH8b#X9L zVq=*tLBy{Ho8Q@~u4BZidD1)fX(IL8+K9|nZP*$En{?kToSop?*?4mmrn(Q8sg(~x z^Lo&mbl**ID7$rP{Av+qg7KasC0OhM)yT#kzAjL~MR8rpwT61*6y$Thvle2KN@5W__(OSHA zrX&T{J-vUF=+VO{Z$q>?Un{ID8SOpH#|ZT$uS@lV-(uNDVw-m9OQa;8&-!}o9f2Xl zS!i6K24-&*Yi*vEg{Cu0OBwu2FjQSozrxuCi*uhzj%t^1&}A_p>aiPEFL(O%4qU+M z!u~It1PT0mLU8)}Mlh~2LlVo}F6bqas8g6XpYS~kTY9NJx%XG zP2IZ{>06_)lFw{Z{NgCK%I$wn>+u?=#oxzBc=f=5pT+R2)(me*kFg|u#-`!1vsYvuW9vqaX@pKGiV0KS zjS3WkAx~+YuaeC`DsS4$KJN^J#VvAI`Z};h?fmK5)7P=P@H+36W6iL*DEVGXSsnYe zygsL$m%%w6Y*=*|gT;$#d!8HiLf5G;aa)G2Fv2$C9}lKD;=x^H`O5)=8~M&M-q%9+ z?u|Eo*>_;!9B|*FCI^)0~SERe>$W#Uix; zCRil~?tc4z37TZZwOMJzV2mvG&rOyeN*eDf35$qh3173y&4ag~WyMcVP1O}D_uKTk zlnUZTXsE5LWjm22U(4&>=rXP@{@&LuaU9n+t8TWuP=!>jYPTza0@za)qdzcNiVG3C zffwRl;~=$y2WRga80mBJO=oyVpa~llm~L@}!FSO=SI!#1cY)aS6g_1E)eC7`;e)a` zESk4KiOo}ugzabGpu1Ij^e%Hfs?omSLHEWpEVw;=WI)Z(g$p`Nj1maRokXVG<4OsI% zK6b835XgUh?muH(gRB%Ay*m$Opk#j;jh@*J+%Rx`q;&HZfxhV1?z_qI(DEQ|_CcaJ zHa-?AV0xbi-BdL8bhcSI?MZu-&CqV!AH$h1llNj%jfk0(@I?ZZ`^6Vr)RS1x?Ks(0 zS_54VjyNo73PMLvy3Iz11umcb?nSHl5m)u&*0=h+aYFy|{k(e|&`|h-L$yU5-@B=Q zdhQWKq#E2r@3WtXRLqq`?T6YpWS~oaDexYerB`1@{t3fn(fq59tc@^sU~y2o%#}cO zBvig}kpbjxo3TM>&b% z9~+i0nH$|O(DWZKlXxHYX)_JQ(&s?j&d(fdQ;(q~NdMu!c3~o&plkUd(rp}FJDPYo zdkWGhEw=w~oyyjdE#ej~J@ZR$sNaME4aeE=rJvBb zejp&>Q5I$#*LHDyr;jayS@00!a4mFQdMG{zSLHSX&-ALo_<=OzHcMJ;rHgYn%DW6} zQy!7}!+zLz{rsEBZ-0rK9yHyN#4#8^C&|q}}E09a9pP1gT#s(=zHI*3y z7`bR;(`Bv+!z2G$(*<+E*fEcxRIP(BPl{6R=nKKtKkFZVc1$AWf#Q)im2epT&$Zo< zG>c?)ieCS&VrXwHIReM1iBx;-|7n~thC25IFR%5dxP0o9RlSod&Q95%72;UIdLfYx z9f2{N_xN|m{>x98clG5e89af>DhE$fj3TjMZ;M%pnhXR`$U%c=ZeX<_f8&04HfUH- zUviFQ!>$*1>n28HF!2um$XKjC{7bOCVsU;LdexLxh$8DmmiJ5-KJ{v1pE2`WU1wXQ z=)MUn?j$0G(<1Zq?mL)!f$ln0DL3}JrREF2cZE9sf@&W9K>|%n1KsBs2^{JyQe*r6 z1bXp@pje?QcAm2NkpRecV%?K&#FBRz0H%8xjjj z>N-?`yqCK4b*k zjt(s&S1dG%zv{>#gX@G7cQVR`VfYuN{sa9_{egZHcJB_B(J_B02B{J;A!5v%%|$hsG@_9g0E z{!D;@v&@01vHu8Ee!Mc|DJyi7i8e{vqXZL5Mx$y!2rzmgCi2Ghv)K0IpUI-qCG6RM zx=AT_08v1$zYL~y+bD9+SaD%oed>aZc8NXA5COwOo48tD2BGAK=^pP zG4;VuDV$I9JS5iG2Sabpb!#r=;E~QW5)@*Y<|(GacHF~f|Y7# zoQr;U{p>vwjOE$cIvjO?k%AmOFRo&kE2Dhknzx5^!Ljc;&zWH`bTm1i`y8w_tSEI; zM?lAB*85PQ|By)TwfM?)0vCVWWGtI2h3S&ilw&?V*rz+3w5P=s(hYdo)f4yP$jKk_ z`PEC%PwUb5v&#rOWdyF6{T{^Pq}fB9Z};GEn;_i;YcEvP{dl;f`WCb0f@$zaDAtOJ zs`@XALaR*b&If(xaFRX6_O10YOll|FGp?-y>8(LUSZO^}oBZP*$hCl0$Giar?L}+| zizujTa)dF5@$&AX->~@l^P8J5RiT_ck7qsP3NDY9tz7821w+cc1%dul1X>TCi}?eB z+uo;>LAb|&13stXY4f-9bEnMM$)=kyzdvkdiOmoSJ90RJ6ll=-NY(Pa$TnPe@6_d^ zxe2pVH8-wCeL>ITQt5p!r+`=)B&hF_f#b8%#XGXoV3eA{W2adfsVPBu}w(i(-;KG6{bop`u8~3lxLa4xdOg3qUjUW4+*qKG;(>Ld*dL7 z^NWWC(Kw$I5}(Q?g9}f_B|fc8;^6SH!`hcZq3Nmf@MeJv42-M&$h^1$BaSS`BWdHI z{>jmQ_9v}yE`#yQ`l(A;qV(&<=eACmccB@?X({vMe9VkEX!-WC6b`)n-H~@rAITDTBsyHOfHI;I9KC-FNpAf-fdx#^|4dP8 zQttuu|7I<+ypxXgS8bb9DCJmYk(^2MLmw6^J(~91*zUXQJQX3wT_N$;0N+~GN$mgq zvb^(M9?tR`3HLNLL8#Z6Wp2?880s0^a0nwo(t%&;G3R}dcp$p)_YEf;3~lx7sa1l- zmI`{S^kXDbV?q&Uw|3uDp~A#^(%p#Afm#;^32 z_(W6w-E#{|?0!m+ZPA#6s*7AaCnyX!dgk1z4^Q=xa$6(!aRDFH4@4P#rB9dfZl7i39IR##2dmV0g6p(VyrNBym2v zrMmYcE`T8quwO<@+v065SxU~IsHWF(^t^x*Y||xz3C_SAG(SC ze}qooR`~>x#iRE~mmXuP`FXbo`#WGbyn~1K*BDHk@3{X|=Q?a$pW)}oTYy=m?-x1+ zO0a*;s`cfJ2n??2QWd+lzydygzE$`U0~o3fwbevm%UoZq0TmrCKlS+cU#1!?EM4%> z7nK2WectHVGt5}vE-W7;#0-(IvO>@A*1!?!3*O*#7)oaYDf4Luux`r!R{TO2&L4ZX z^R8KT3L&K2hoX%b%7t%WcFS7*Q!?03Q0##PnZCwD`Q zvY&^E^!9x03K!)5QUXe=_pp-;bLyN_yhhrM(6Y{OX2u*YCfx2 z6;^b8;oZ6Q8FC*#4Ni6Sg2A#wMW>Ejf*Ng=oTL3`Fr97Yvi3?kcC_ruGjeZ(LH5?) zjKvu^V(_^nXYv@V(0#6LxVHlvR7{&k%3s6OZkO)vKz0J-%ir`$G6678{C?IXP7X=q zt&00dEHL>*gnFk~6)e88{;zNEX`txm-;X-6?Kg_6R~`O-!FoHj^MBLDVRV!Iaa5%d zws&kDz@K|zE?IXeU}FXrpVEmtB;1Gb%>4>}7wBR5K`Y-$T3hI!4?V1nX1Ml%lNj?s z6BcEj=W||dfMp5!D6xp!&~vz0aMqs*NWO&GLP=`ucYwCB>J%jHlWd;3`~m959_-ez zV#3%kYvHpRys#`RI%-<`3%kfHDb3wyv7emuJCJY&npSTKspi!~+aYgv`v=L;)M)D5 zw#{eLqOS3aVt=7)XJwb4wLMZChFf{%RB)v0_u%O1e9Zm+==@;Od+3o!K6uoG3zL2^ zd41lSj>8LSy`|ao*jM`5NrtNe20mShtytE>xw9sM$?^@@qw#Uz<%N0ZfLnIW!lF26 z`}w@Jxg8XnFzT~YJdl_xsP*)639K~BR_gEhh0_ytlX_7luv&ai!N_GNE=H=?-)C{d z0kXxj56}Ey;F|Nd0hJc)e0kH;xSbBGDsQ>irHuiJ<$aTSxfFhTT@|3B5DK$K<`R2~ zj^FS82lv7AkS~hw)6{KYQsd)^hUaZKO1Bg)PB?>2=R`)- zxO5?RO~)IQDxuM;#N}v20haRh&su#hLgLt5xJXkjw(Z_3ERTB&k*pkE$A23_U7d64 zB3lv;(Z63B7-EH$1iH>+o5e86Z>pC+B!mC1K#$o76F6I@epP)P2^%jqOv67e;-E%R z<2{c>n4-`~9cv$e3i(R9o_&{aL53xUT<;H43wbRsLrxK?7A~F8JY9kl-ae66xC~$^ zMeSnU!*pnUNOwQ@CJ%OMQ!4zzg<*@`@tVrbZd?h`Iv6VT1FJHviZ9Raf_bAzS;gK_ zBuSXG_n(OSC`l@C|6WJ$ilKWDvVm7WLKmeQ+Q(iI1^x8<#vSc4u{G#fq?C6m zlC9@sf87%S@|_{}*V+WgbM&MB=X?c-?mB+TxsZZs4j=CZ2>*qJ z4{?TM)r(l0T=6zHQ6DEROe!a7e}bbNJnl!=fifO#VFq%FFkk3RbglDn>=Rhw>Wd&8*p$`I2GIvnBBf7;(&mX7*1+GPY1|E3TjL#U@RS5Wg!Gm_4X-ikas&Oqe^RN&g*3pRe?b z)#0L0DC62$(0&Y(sOU`U?4z(IsZR<+wxDFE0bQ_LK7nB~P*`YP2kIoMmT5UY;AoI$ zgXNX?NI7Z0Z&Uq0oR1!HE|C8OlNNhC4Yd@p?V$f~zt=7NR@Z*+vGEGD{=56GlY9+k zT(j*Qo=V|FnUFR5I{~RUp!Y>WB#^I=ttXsBaAC^*gWKRQ9E@HuRXO+>hCZgoCUe^3 zK+(_8sC$k$W-zfW1W)2J$;^3sTNW_K@6Uo>6j{_+Ad$9-~x^@?Hs zsOK(&4tgS^Qlp82Yzh#q-{mdSJwQ_C&fPno*kYTM_WNOjTqIvR)N1t345y@89%@JD zz`#Dm)n1cIBn=<=P8a?bKb3GuQ}4~j`TU%)l6os3jfKVe*Zl(`iSzUqfh_o|e1vX% zaUD06-XA()K*V&fTe>ufVNiA`ZtYZ77OYzFSa9v=#mtx5fk_qK1R9Mu9lYTp*lZGG zrZ_$XL!&8@j+R%6R69X%@2OsxIB+Nrth2Etq~}a0Sp=Gcr|uqPx=vuolvliYE)@n1 z9<|&EG=wJmjNM&5emF5Lv3^k{6XuGAuH+pNfcjxJUTBSkjOWKx8hSz?-0Qx}$$UFl zp%&B2?I^^#m`}L}oI{{4c`OF+K7r98eQFNc!$2u{@h^+^HqO4W_me1p1+(6N-+!mq zgKlrheXXoB(8u5)$Y{ImCFH#~cs;D4-}&@w*6b}L->g%sir0s3+f!WTf8RpUv)+&L z-7`3~} z8G1a0?t!Z{4F~EVd+w^atoa2PGu76YD7*|qmz73C`MDvII#$o==VhEw-50N@`5#ns zaA*oLD#BoMg2K1aGtf8Q(0KV819n@Su1#)Xgbt_lt2|8!IK>${-Vj}c^ZVl`U9Mb$ za_3zN5|f;`VEFgY!dft_c{919r?=$8ME&v|QNtc2UDKV4$ST0Tvw9Dy z$9%Ce;(bb!XU_I|THOV9E#T0>(4?i;t>|AbzQ!eV0vb>9t)7oIg^`urk1Yk?W68$d z^-W)DAnhq{V5`=~vFmbFbzIov+P#qU1Qv1$FP?ugz%iGS zqGth{u(tOFr$i_L8+xC$&K%tC_1_P>8-BB3{{x%TOs#G(XLezk4X?p8c}y<>rI1`= ziAh2Xp<$fXTIO|#V?;cTs5)C%InHJ zWZ(w|mj15-(J-b`9=aO3h9wslwH})4!IWdK{L`2%SoI^n^XGTKfrrJ8>QBUQqk7{b z%kL#5Dtme6jJCsIT*ixCdzE3}f(65=sdO0Hk@o=)}r>MeW9j(u2fe@C5f zkOqca1L4&hC;0Jw^3u-E3q)$F1b5xnwn%#PP=n)yEX;GfR#dtA8!1mO%=doE#a`+O zI=6emxFi)O@TB-FESl#VT(G(Y&F&3<_^SVbU-kO8$ys3-*mJEtBHSJ)MG{X=3^+pT zq4>7wFHV^EOC~a1h#IV6XvCqASJcTLYB1>8e|f6c5}=d+s#!kQ zFDx}=f9Lo-7|D`8dGG8jv82$>-^`T{b8azdQ?sq%z-Mc*JN~vfSe|?^n133`U!p|+ zc`g8j^7i@ppJ_1mr}3MME(>CDi%)wN;a{(g=5rq|kp*;hLPhFV!lz^J|8jY(#Dkx4P;H~hdDd2>X5y!Y%PIEWo_#!*f@f93kQ^M z)ttk~w1Xl$jV!Ue`SQ{yhU++`_K@39vJ)mRL;#nb}0P0cIHIhA48lFdDc-Zdl!CRzExn}(n6%_O+M{PYfhlj%UE+Ocfh&D7@N7J zi}>%gAd+9OV!Nnj+m0iDVBrxXt&5}_M#_FRNv}PD^OY=*bZ)4@N|9%^qm>^vDAl>E z|9T4(-@i(%_76dS+)QOi>~EZ*+X}pWj~Y96lvX+1W5k-Eh!*o>23X#knEBNv3dxlT zF4+zfux4;PuyK|HvJ%4Yh%~0+ghpIrE&Dg^Ei&` z1Q~GT9VJkiR;xIRT!FFQyS_hguf+T?zMX$3GO>wemb#s$9>@L$hfJ6L|NcK^-&)!B zoOi#{&YK8B-VU$Zw;4Y{rA)tkp0*z}i(Z&zzOqH2pDw(2-ZLIXuSx~mRv*Gezu7Z4 zKiq?Y!-qQE<`kfm=1#B0A8%Y5Jd`E7;*ZPvddJPVV{m!@qFqL*EG|figq5_m66o#X zExY(ku=UsY>{3q=P7P?BJf!;xR-PH>bhCzGkMbssW5qPIb~+90mAr~|!aojBEhRy5 z$N=3>{xvAQ=*#22FCH3}#9F)B#9`p(xoj~FW?0?nIIyClLZlX#iDddx48HphUb=I- z2V0LQt+vw)!I;%VCpo}50+D*&~orp_T>#n zByB42Jz^ff*^7cNR?WL$O@GIp>eOuyc1pF~ncD|r2S@f-a!$fmo9`hB8XsWOPa#*` zQ4WVDUwn5`YeLdnJ>wr2MW8XmxT!dh4=M8jEt?x=*#3KFxI_6cPV8rS)4|$6q$y0@ zsZjkGCwB}Cf4gV_^=^<8m2HQ+CuZU-h`rCuGk)ao2t8b0e*cowy_MXf#u3)WsGWeIE3d~62m3I zroDaSX+|4NRoNcPKcfi?e`@o7b^iv6N7Jc2Ji6HDLeFv}UJ=G`^0)+Kj6(0H;gfT# zFEDL=nf3_7E7+1Z{JTRy6S{u5_Exli1fSc2$-A~TVY0wVFYmD@w3~^lhX`)-CL4Qg z+j9fl!@^(G(^gO}Y1a+`xVX>V2%kjRabs-MxQ8bzmld zpH0zO9T(lcd%dfc!(8utmLohIK<-E!8L#+>eHNss%|{fRUmm?R6I>4I3*;ASH;Qoq z0<1SBePGpwQW2G4jjd@e91pB3<4cW_>;V)GN zWQurraEdI9vvQv7;daN_VE2l-ujxd3b(xdrREl78>J{Ikhv#6Fe~BFrAN@ffd#A?hQ*FTTyXSE71Jz5mT6-SUL21)B?8ZeCs6NRN@+=Y5c3#8_?cuJ#$`d7-l{G zJ7HHTg7aJv;dEbDNv&rbK-2_v9FG!uSi`et`=O6iF zL$DV2Xr1;9z(_b%Jy(hoblb^2=hwJ_!$o;@LMDPRBKGx#b&xTvUKhP)b}I(Q>o3>c z)4h+Bc+S&J*%3gJ%1T+<>y-%^x13NGlE;*w1Fa&j{vHvs?N5)i96pKq%nV4IKHgFTTCy3Cz7H4c+N) z1XHRTdeT&SFtbp;!^6=C3RkuCi#Qr^+3=Bf(83e!W1=E{Donv85d3fdQ4eS_e=r13 zxNy4G{SU$72QDyjJ;V!zg|AisA(1g2=U$=eSzi1eva#B0+8%y|>c zWOvmDJ7ycaf6@lR1g~t3y8Kt@zxZpyCoe$GI8yU2n|Lh6>f`SnOPj6KmDWrTfPaz_Pn^O3~i@#?#9F|LGO;XERth+Q`< zf}Za0A<|~(4Xss}K;3H0=AD^PoGcZakNAUFrQo3ZrGa<5|F|x*U#f&=g~DRbx>TUt z|9-exItvP&XWi+UCUB1BuYmcrBwYKf9;;ns3;j!}EZ6s6!V%`oq%`Gc=yFpq$Y*Aa zNL8r$kN?a~eAj(@NY2&>+U-UyVJe(mi36|kvv?Sp*kQ5fV`vy5otK=P}5>x%3Ru%3L(Gx5?E zlA=Exc*Fbx{zmUnJmhu@C_D|0HiPG&-~QI=x!NSG7a1<37yp16Ysul&>YgxtAt6;c zkOA7911Vzi`Pe$S*S7TWG&EPNibv_}z_wTXdpI860}6YketFh7F4D%FxEE9dvz#_h zdS|1dA#mzdk?jbqOc?rhTFDTpO~+(%a(Cm#=g5`UI{Y|#ZkG7@`gxeUX*Re-2*Y+W zFSPh6K}>cLV4tVUneBPeXh$LR4^(w*&lbr98#Yj>p1t+1ScG#+hdW z<+7JQ24DCOC#9QbpYk5X4*9dEhcaoP`Ox|){(4UwE#`P?(YO{L^NeRDFUcbx4;Y7N zxzl2WO+iPXw!GRs(bE=4WT498IEoWb%X2ekI$)s_^>?+KL3qoqw%ZmOxR!rV$Q;|16igDmXh?_4mXMIVjI+*Z53ri0e+RhwBB>Fn-fnIVLzAtF!;HhW77(ft7+z z!)y82IQ6DrNk#-Fc`iO<^7Vo$t^haP1~)9|Cp_{CY9vq>{#C)LC$KE}S^xcKC#*TY z?zNgr#S;J|BWzVPeLKCHS)i*5T0xjqi&Jy@5tl7cpK9&Ven z4+vDz3?o{XDj?Bg=i1Ur5>CR-9d2R#(05zjVP9=MW_RxAcIvqd<1AlOM8XSk3nL`{{rgEz&Ism} z=C~x{r(wCM)a}WGLojlf)y%xK2k$_;wZYYV zs-LhDpu#>@UxA~GCyjJ({excrN$s;~VbB-+*}TQ(9FVg*{0k54f%2MMZAqceIBk4Q zT;pssjJ=s0<#Inmq<%(!Blx%#4)Q&T-hIj(26fp@Z`Phi(h*8zm&h?l(aYSa@!wvU zp|mG7vS#7>3HJ8&fJ7V&KC;)w(;nxKygfcQrvwECj*ib#;<10IUX-sz8fMPz^|Q=- zg^h_eS|__l@#g_X)r-zQa3JDnO4`9Bk%A|80c=C z*NpbVVJl|NWQrmT5uf1E#yT97l$7GW)`Bs|Qe1Oe+Ks?G%dP?Euske2C32doMT5wALV#CNIszuVy$X(fd)(`2v`dc!CJdj78 zsah)V$N9hFY02B%Jl|<$>Y5`Bz10@3^a52#cJbi7>bW0^?r@vlW)6VvGkAf$Q3n^K zv^Y}6=zt<);22^n4$T*?-*^0{fuwx>@e5%Oa7eRTIi1x4m)p(={U(x;A7(>ro(#LwqF^FyzjV2uFvN%+Oe@G3g|7%m^J zeKqmT0UM)L&6$p@!rHOWHRFL*XsW&V+U7GOk_CR|%rsua;a<+O4>D&7OdqUzvb2w5 zs)UH$w~2Hdb)c^>INkx1QI0v%BGg1iy>lvhN!O5klDjIp%oV%E7nvf@OhTuil1*y0 z3pUB#?XdqPgOkn-s?;TIND_ShH-w~zv;S zFxiuU{d1k-hNpgD<5w^13#&uWvX~mspZfr}8f+y`l6au-n}+2fmjx)6yc2y+RS-IV z`C3yy^&rrfp3ePxLKrJ(xYf7rFX577mdeS%1ti%NF7IgBi3Ne5s3~94aKL?9=+m_p zu_WZ(d-T`cYjw9dP;$mcg|ziE~;YpscMn7`nS**6+OI%rXN@P`Ff+` z;t((U$$pNkhtdlQ$`l_jAazaUcXww)f-R#>Hcq zF!|-+oOb^-PR`lF%lIu=;4~cFm;DZg0{Cvk>T%$d$z7gvmvyk^&RM@5+jI6M_>Rdn z;(O>npK@%*#R;b>GdfOxZo*6|6^@M&4cT+lYs$gM4N?uH1z5n>*+x30yFE{HRUv zgf%Qir^eVH8o;rCEdwSEiV$0=Fnh-C22ukY%a zj%It)qBl-7RaD+MlmG*VcSO(rP=cm&sRxcnB;jzQt+eiE8`%6hKUpUjge_~Ob5V)m zIHwT5O3Aduv0wYGEDe02@21%<1*tDUqVX#tsMukd^PM)yt}L89WSud5*cUp!)a*Fq zqJ*FHS^kmHC7!V267x}(3iS8u8#&|E)l z#j^VcR%mUS6?SbwUFM%BGYrw#(wwO}y!H+k4ZlWm)Azs}jVQ&gFA@3cG!PGj>7PwCoUa?O z^N?q(+jm18mG|FWU1UXIjQt{nX_>4&J_eO-_Rf`mtcg@8hX3RebW_+HD4CUh82s z_<~4jB#9QAIb#!J^|!eKIwYx?S@Ej`!h(LqDK!OeENS7ZQ+=j~gF2Z4Yi?CQeyeFZ zcOn=TrQOc+yb%XtDK#B~-zF{*Xn1d*%7E6;<>&2A^0?BxAaI|F4VENk6eQvoF!v0# z_h9NrBz|-AGI2eQo&RPkU8kmDEnKU@1h?<`KaczGOe>+YLB(@x$PCEAWt)eOr$ICC zkGRQm#|bn~zr47uUWSwknZ8||F_1bJU;D*43C3@d;vC=q#n#(n4V0JmK)Rxo@5v_& zq-=qyiP07CyeSjj@Ul%hCa+R@Z&{F=t5={bZVxZU+3SR+l@w-_1b5caL?h5v|ItYhpqli za(M!?8haa-&)49@%hnqs#`}RJpD5m$_63>`i+EfU_eGD4JJ+mf9I>EBxXsvf5cBm%ZCA%enXz~42c7PgAmU{>uPU6Lx^L<5JozJn!dU7bbdoNI4 zm@oR?9Kb4xzs)b-?#BW7#~CIK+s{$#NDX@B2;+?O5rRRRK#tw&I(X3sTjRUGed5~A z1z#JgozBm3AOX(4aBm_~4<8wftn-Ar8zs9N?j6MOAK$fyn)P7*ukq!m+kLQ6O_TW4v~0uBM}&&KAM_o6#Nh$uJ85du zI6ZedpDY@PlaMF2FTw7pa4sdtl(dq#COq zq1)>WmLW6}VB$Bi()i>ekxKrTiZEvcE)}=tdzf|LY`n7tb!r(-q&DA`?tBY#F?E}s zq!A+BsT9G9p3!YCW%u;=2!aZo5583Vu8?5#?l!mXWh{-%W|WhEwcUR#&%EQTh*U@4 zb+TUk2*dGgLG#K|*y%i{+n`N>mCb`==9(MZy)u+kCVd=wMjd$0PuD{7jpv$jB|C9r zU+KQPVzOA&am>Y)_9xEW^%a-$OMsHV=9kVZhjG+h+Q6h(5%V*?)~kupLt2sgipL{< z;?DEg0;~6AVZy1|n!dmSrhaB#k~+Z;BzPeZC3GAHN1ka1yb=e}Z|{(cojg#yl`v|w z5s7wsv3O5%32Tb?Fnu|(7pEFNQEzNS!n{QxRs1b?Bv)TnF#Plm`p73}@=ISpg3j~Z zN5ySm$R{{b|KBcbPY59d{uhiLvfnrl{XCC8|6L1D2_pk0F3Fk9ufu4Y$HTinN^x0e zt=H~;9ki@VaRsbj!=_KnrvrZ#;)Ke#9?Qihq=fHZQKwrbQcv4w3%Zkmbkje&EGB|T zwJ>#{f=Y@&n;vN%cUv6#Z*h)>yCD2qZ#hP{YYytIDRC5v2M$%7eecH_33D%WDprd+ zF{)d}Wp9cM&UJB~WOz`%&9hX2&&SGORy25bXchqz8;&+fvkkzk+Lf{9;L}6~w;FM3 zodT?D*HzJf{T%wlg+7PuqlbE-N5NgjZ7{ewy-|C|ABH7v-+gi{43@~w{te-4*qV0w z*;}nyAUCl7rkV7Fmbxf5VG}YA)F#(9%k9T5ll%&nE-IMLTHy*y*MgbC?+R8o6JX-W zy-zz%Y2#{kU2RsYX$AJr{-FT>;;%r#jhk1`s z>@20?cX^yjWRHqmy*vC4SAKJ@i0P)`l5~Zi#I;!*SepLx=2#0XXK%6%1m1%9pqvk( zp+eB3>U8Ocwgy&89(^uF;{h#I)uQ*s)1i9Lt!D}cT463WO=RhLEY5TLioFxf!`a>w z--RQt;{0Jzww)HcFkg?KA^&7AtQr02?1DAum6j8|w$23A@7@?a-OUD5mZ{wr#7;v~ z1CiV8^-o;7Dyj3Tlo~n-j`s$6laWMgL4Phf3a9=X4w1{%z{!+*!RwwCIP&LpbkYNA zB!?v_3=;ETW_`~(13f#;ho8H+SLw{Q7v`*-IT8+Q@w8p8M_FO8?`YuE(-LTX`=xnT zsRqtpB;B~A`32WKEX~?D1Mz#6iN4I3GSpV@V9G1|1GSva5pr5_*f(~P+wGYW^`l`;}ty>q=~zu_7GY!wh|8 zBTqbSJ+W7K%bj|i6Z;RUz+bK=T<(zBsBPqesps$NuKd);v95gwL$eBya?_tG&m#xN zE4W?0{$iZh1YIFJ-L&!Rp+tB@E z2lUR7#N=Z*pv}nd=HE6MoDy}ssXML=>-QUTr0%~UQmIoj2mBQ$P)$l+&UYWcwI46s z;*JOak(=hfELDAo+T}0uG4cY;Z9;ug=`e0OB+S3~MFqn>r$ZmE|A!meue!ZTb79Vp zIo7yh3-Yb1>fYRxf!Py_WY;~fV9CfhqXC4Xic_XTK3Fm^1j-wz{0d7P8kYXrJoi%u)$t~il1!*KD)4xEyR(PY-T zkK`K_ggvdpF#3(=s@Y&-Jrt>odbFXVUbYOK)mopu4X$=)CiX!rsAj` z>u&C2`;bz&+hVwk5$6AM52Cwp9w%ddy`Xva4ySeX^?bA|@nc}fvm|RBSZi;(?mjR` zq^UYK$MY^8$S9d(Jehj#(a;1r--}@fG8g z)&3F%aRq2snOWNVHjYT={6Xt70zOf-yP07tMSH zKt7y(>husb))E{S4i_APz6Qy}sQU&OX#a!aeQyr>YWk$V7_DQ&R$*w^Cl=_H53ctv zih(KBD}CS2MdDWOt_MtijBsl5{^N_xGeA-blDC+B4!vEMeWFU3Vca1i(}sI5HaW$n zX6<+kW25vDzZNJ^bWrWUR#14-Nb-0u=ePEq9@NJR-BcR{H62^GWKb2 z{JvI;^)}dT46%RMX$_KAJ;xjzV0;< zfL{Cl!-^9lFjT4Y>-m${&=S|*U##c|1LVK=-n1oS%Y}KWcD`Y#ZZ3Lk7*T`W6D=aq zSEg`Ck6+e~EgYenblzKGtWdq&36ZjGjjSTniL2 zOX;^vifXw+#dWpIB+MxMhpjLi=_Ga zd7&_gPuu3aBzU-4o^dUWgkjw?S(@Ye(Bj6+qvdh~8p2)|zj#jzlSZ3sDnp~#f1y=% zzgGti_32SO2H(Jh;$QY%@iI8_Tb+BOQW6KKH4V6}a*4Zzk8t-rk;1Ji+O#cEV+ikG z63MNZ$7Rz)N~M^F78$E~-&BmXjw(Y0mGm3a4;P^4tMp$_Ljf4693$PC zafZ3s@7KONrDET_#GqsPo9+FWT0CMr0i`dKxb7Wsf-bpF4}Py$VD1;2(*jB-fWp2( z_w3Ln4F9ZTKbBOFWJkT++ZR7#pIhqXNL3GL7HsCW^nU;pK6Q!BULBZp=Z}(j@dHWQ z4%z$QHO>llOm2*=LC^C`YwM>gG3L3px?ubwf$k)i^O4CcT+k$3daRKSi}KSJ4>@&Rhd|FAyr0${O@TleBJ%4(~P6$@HYEIa~%EpFtf+7+7 z3>f#T1**P&U?o14*MH@3W*KH}d> z1H;}vY=}ch@{=-*6{*5mu3&13tXG(!IUnS^V+@BR^!Q>ThH?32_`O(1er!7YbYHIC zeypZB8aKog3zPO|{)E_M5@_8^sB8W2!=y^S%R28)m~?b7Oy?AXzBna*otLH1&G!8I zdYT@VQ~aLwI@J-Wcn-9w>-@m!mEZM$qqU)%|cZY=M0H2 zS#ImxWrOtH?~ah|JCMSc`LpuTJ}e!s_@1}0?b}i6kNnGhnOq2yoC9jKdvtLAwxC|2Qv|NQNNCXyn8DFJe|0v`6`ZpCCfsJ- zfcZL>VHae#g;rDt>ao87w2X6_c+)*Y>{Pu8GGK8zwsF;LSm1R zjy10dtoG7$MljI9lC90_k^KQ!@tNlZv(g+i5be3|u?1k09O+RFOC62}K6TaaISC^J z&S$0rlVB^;Y^3G3E|EqQYybPMK3eV#p> zc!*Qa^ID?WrMCCc@Uq#A5-dKM{g7s@h6CfOanbCpu&lK^T1HL>`>ryTxV`&`Ym*A_ z?{^z6_8-?h=*xrEDsMgrnqS9(0HN*_^*ZQEimQrFkcEHuwLN|fcEKOl_smJBvT<#n z^k~VMoef5Z3PV$)XC9#|^tV_BR5y(AWORHz#8lDOd0O`m*iQE3=Fe^8VZ2 z>KJ*_Cix>wvKiZ|kyoL4zmkdfu50Kk!pok!TNgI3`TBm)-R|?1R#T~BEu3+nKPpgL zid!3xFUlRfjGae{4G%pjK$6)drKMj3K#HDzlKb@=Ql6Tw>7|$8=&cks>$AVG|D6eg z$T>Ug1F@}L3?!JN(YGf$a6n5}#d~88b*xXys3jMA!?52D?PJY%U?uV3)-wqKn9k>0 z$#u%xo-10?-mn13EwX>Td`Jp^u}K{eOyGdwL-fplC}dc2aj~=&t$nYd$rZ}p;)X>c+2H62!8)JkF%x|Z@9vHpNM{KXSUfEhe?K!1+^MbuNBh1vh#I}ST zuPtK_utvksq>Pta+bGUEKRUD+#ssTL4bPtL9EF8!NLsHigMLPtb3ZQEAnEjY!NzP5 z3}q@fI8$AemK*mU%)jum z^<(seCGVAM?h}(RdaGDRIcn(t|I_F%(4K+aXY6y&DZ1lmS)g%XVZ zYp*Gj+0N}U%Vus9DGeN2vG#KaJ^@2}iyV(BOG0ZXN0N_U zKMY^Gdi9H+3U>coy)H!FiT5uif4a%;2W>~rBFD`y&>xYtaap?q=aS!L{rDb_o(ZA9 zeV#pm-sfUh7j)TRj`?p2!;el_&^jYMCGiJHhpK85ex1Vw2D8|$mk+U-d{ihP%!EkW zG11p;HHM{>mtssFbGTq;N$@wM0ZQJo+Z)C0Jd${I>o!|7PR_VT9nq5mk}XY}_wirY zt$I_;eu4>l_!mpZM3;dqOZTz2Y6_0J>czD+#A58tO{x2<79YAP3q6$7zvforSSnb0H$#8{M>*zV zyaPLcV#;%QWw{Io&ct#<{&Sokxl!TZ3ZqP@Vb;5U8jfj@Lizg{d=% zk`KFjaH@G#HrKQf`@16h_qE61*kfZ&kEn;(LX|D5uziDyq6^{GXQ^Ph zS9I9lBnEqpgjDzc*9^ zPU&S=^o=Z=wI?4n~zLyGZt3Kf3%~GT*{|PNFF0Gfud!V7SZMODf zK7syNd1W{428?$(j2l7C6~YyxiuIh%2`kG;jW3!+Cbz zk-N%#xSjt~1B3K1(WdKeu$h4rTC;{W^F!FO%%iuaFoWY(vF)d*qHy@|==m*qAzYx1 zUu3bCgsCJ^M@{bqs6^g72Oo%H#Y&7AXS5e|Oer1t!F>R8S`T$x5xGmG8dOcY&%PhV z0xHk_Oo+ubw(4=6mlH55_vfnA+B=y2kKxTgcpzr5y6XQo@E3jdlaU_w6|>jjcfBnCVcBoJzxr33t`^I z>31=r@_6>;*by8WoGp2HvKhw$Tvx^$da(b#>+R87T+sD#P$M@X1SS(bUHCpI;lkw) zv;l4dSd&T3Cg-Jvh0!KPAIjpf%D;q(m)8l_Jf1(Uxi|=kXQ4!^(!jjxM^$4|q! zmU{aM3N^e9Y>Ty`s)O#;$Z#juC%8=YF;to_7{}8r52%}cfr0+D(t&)w?Rkhp8(|Zu zK4D5=koy3n#nk{?&g~wke0-YfCNB^}nmpDNO`z}a^w+bszu|MW=erNW>sXpTQmQR5 zg}H-%o^-adK*?@#4^a7mL&h|J@4jKi^$j!bH>Vqs)b?+!wWbQ!0!NN8?U#WnvCnU> zI-kU;hU-l3OjEeH!^)yrdKT)ByDQ%^{tS)xSL4sn5O7%KSo#V}?RFp4E?Y3~gfE-1 zPUn8U!p&P2Z~Xjdak@uewvpfo%@@=90%t~`A--sVdvp|*#=5?a3oPP%1Lfo9)GnAS zY-28dX%EGNY9qnUlh9w39-yw6fVDrm3S+dWVd3~EX@w6e+dQ~23cp^3h|K7^V@-Kwmv_u(9vR1skmrM&{3R>J@b*~^LF1++oWv< ze}Y-kxoEq%qez;$|8pgGyGQlE{}DFKz*b|gB~6tEXsb)&o<&_;_Ul%B$PtZwl_@mY z-+ADR!51S=dPSftvAkpyVu9J3(xlJ4(Xi@#_oB6%JT4o*GLc_?0L0#JM}@d1jl(^TwDj|Hi&K>Rkyl^DsCktSRiAhf3jx?ogDEz!J5ko?+cN zXkQ@ozuwP+W18MS2U%=kK;?qtjPhTw2>u$&*?1i0HuqO2z1D>hqZTd^LpA6nYKhlP z+u-yn$Fpmk+&I_8-67KS8^%Mwy8Pvtz|mj&d-yMIK=zU3*|DqsIF)P4#5n5*djh}Y#OF409wb$h}5Z1xb`yUyd zJa6EjwgyYnZz8T;G-6b+3xg5P3rw@5Kv-{L8OYitjeYv6qNI2>B&B@0;wk$ICKqR9&R%E6@MRIdW~TQ~N7I!OdZ zoP6$HJ7f;Ob_|UsKJ7-z?nC=y)=iM)Eu(#DN(~ynERH?5JOvv^rNku`t#F)YeMz_^ z6)JM)dyw%UWZljfN_7^1$|7zleobB&zUr!J7%q*S`AiSTKEz@Nor~k=fCv~38Nb}1 z&<@K7Z`n&ldqcnLko9#%W(b{SsZOU=g0_;`(m(y>_}8J_F#hBS%=Pu1(Cg2IqB=6M zB4P`caLSA3`UK9o4cEWlX^aC8sb1UiwBvj=%P0GQO)S*vono$NLh=UF)5q7o!bts< zJ=$h6Ff!ds94fZNRQ1nF&zxegF38AC-TNR^k&nhzG6`aXv_Q3_R2Yt&cs*83e;Stk z6f?f4(Zi&^cVA*!I*}^wgpYqgJd8aw>HFK{g2h~CbQav=iA=kDY~mZ@@acNxAL%e% z?AXsasKhA&Rn#*TAqT&~R7*v(8rKS}DNnc$X{Qirc;slc8kb?QWH|N?|Y9Y&@wqxND~YKjt!^p1n_f+H@iY8%yV=W>!t zg3oRjR+yZX&r=k;1?%NsPWc~vgAsdMKk|YdOng7`ce)Ubz zccMr)aKArBUb9tcWKw}K+RBBhcs)#HzYx&)sR(tn+m%c5Sdn7UIT!Yx1H-eb_wjCW z!cgy4*(zxeH%Lu}$phlBcp;!CpT`$wwnkE}dtZaqN6%=U{^W$-x_8WyziM%$z*95d z@Hvi|H1{@I`d~zKfIcilXVcb*K%wNz_-vB;i#%65&?c611BEo?cJV_Co)$x?qRcD zu%)-#4IB{rdFfig1eTdcsb#-gK#Iy{)4<>ttV+0}yiZ*nD3_in@|sjaee8Vr`vz_3 zt}yZP`GcYdCl&DYr z7Ahb7SE9@B2z`#XdAIlpI4ONG>z_a)G{h=9T0XlA6MH8$#HMFpFv#KH9g|x)Jj^JP zAwh#>H3|X!2QpwNX0#z))fCF&=@ouT{KHfO)+>ezy7;e@hmic{JXTt~nWoWeg#p&g z`FN=j=s3laKvdGlz9-8fQODe{=Ub?$$yOgWRK!{?$zFo4J=b=93CV$SrS{z`T@5(* zP;IxEmIYFNJT;+x){2el0)ZdRZE&ri^a$IJEGP^lU8j4u8-}{qb&f8z;c~s#-yQPT zki6r-wZzQ`tP9;Kk$d(W_KHT@jBgC%L<{a~>KuXElQvF`O;xb4$hJ~iBnl}USqCl& zh(KeGKq`OWBdn76D#TQrLZC7}df3v_A7<%-zXS#)V| zo?Ze;%0evXnagp`-KF5(?ro0=R_w^=x7p^Z(r<25+%SI3?nt*>1&$|Cg-?qTu}OPL zuAHC;V_iILhJgo>V!Y`f#JC41^jr@xYU~7WJf6u!`w->{Q3d7ap5frD2j8Qe02Q^vRyb&$v&mzS zgyn|@UWPOpVBPW3fQWQsSlHj1QGMwlOpd?ZsEd;aQvRKw0L#k+x|ZZYLFOJD=Kc7G zEx;S<{e67w=uhBGtK^mUDC{QRjESt z#?GnqcXP0QtTG{a??EI-{Smz7oP$k&ZkwfURNxGczu@Bs4lr@;dD+SHd_eL&<`-kj z4zs-U1+u;WVXD#js_ND+h$|7#<+{=^#P3lk1M5%d-4R@^e%u2VHZtrDX-lxK$D@*8 ziw;Hzx`}67M~O7w=Cxf#&VWaSPPT5?p z_5QA}4~1~)(`cB9k`itW8axWslZ8pK=dEp$`OxRu{pq*TRc!T8o~;RW!G5649sQ^R z%kTbEcyMQQ`?*B{mfQKcGB2yTH>nr~4EDMPKdHsl|Ke(Q8HGW<=w`CeTP-N~^G`Kz z%L^xuoFIsOQh?!DqU6Sg5zP2c?65bvggF$JS)Rg5ARS(jKbPf4q*1>0Ykkyan_rn# z8061jiRD~Ow@MC-v)=SlHBp6W9#Uie-)tB&5&AYPJ_pqw(t19XG2o`RcTUMh9pq}u zx9##=AW(fyrj{Pt!oj4#y*|N?+qv-fmP+0x%)JW_dU9D|n^PVO&&6$GbMbM)*N~gA z!gIqZlyZbfZ%nq~T*}za;nlu#)nYK4@rI*} zhlyUJzQ|Q0ps-5BS{*!$!(-#*gzY|_XHs@jEv&>5PDf(CLLNwzUk zI{<4ATK$J(jv&e7qekryZTSw^g4`eR_ZX?=pfOi zM_u1N3YtG{9^8BRFwRfBtV&AAg&h2$^>X$;jHU+oGZa0A8ON)tJ)>hVKTgyZW6;1k zncI>QX9cjCxo*j1K?cbp%S)dQl;c2P)T_@t7SL_EdTRZ>8I%S3xy;d7VtN1Bv0YN( z&>WRid}%vh>X%QPus(4RM!jAA?@NutMCjV`uA>^;p7Bd{(El||j=1Yht7#AzCu8n- zHAxU?k18D^pSQ%~IiuhMj<&GG)zTKR`yvjX=DuwIVFU(b<2G(xti}G0>-Jo{$@560{s{PL9h2@O0CWgZ1NASq$PFfzy+okjL+{nnMnSx(P!MR7;` zM>)xTwrJaX_~~Lrybj@H3eC&klt3IVx0xH}zlg0gj~}H5I$>w?LY?O78zkR9ZWZBw z7F!;D=ODh^0gE0T-sC7T#F>i$*_qDRI2`hC;IRnI!}M;CMsX-k<}~x#d`_epeYr2} z@g-bR9DVhSE*!_kXF^%x;&Aq+f7I*e0oWd9>{i&Z04=nmt%^^xaE6;T&i^_C&d;^p z;rjX!1`oaPW7)xh1Di$3Y8tlCz?(5ldg~8AbvL`@WG>-CuvMMLD_YoSACmHX@(0J3 zY~6)(;&7PsIMZxa9$H>C(DKpk$9loR9~%G#fmd!|6=-K zBTTC^Hz5PN&mHJJ+dBrGrUH&W6Lc_DE*qjfl7jtliG$PY#yD#I>TQp56OQ^7b?%G~ zgt|!gzNPq#ZLe+-^L7JR;?8;{$t<|-^*G3KToT8ARM0Y*oQ76Wk^fO}-tknvZydKn zG$gA+TS!Stq>EID(4eGLMo1A-NJd8b5?Ph3tWe4(^E&q4dmnpqhCP3Nf1cOtd7X3a z`?>DV=l%ZUdG-r)1>us+_cKiAs(`F7Ze|{!0bTbVR5vqyh6V+-ri=Nk*mdw|lkom( zcrA2SSfRZJsbAhtjQWjr!}{fyw?YQQffyD0a4~cjl>3s& z4pv^cn0`Uc%BT)jtc7~?BGjPk_eYH1f15z7X?%XSu{4k#oE(4lLm9?jFH%0RC&O^l z@g2<8A7G?fYlP$0Rjit}?67D!2ldMP+X+r2DE4m3N$Tu?g&*H#cG5k?T2+3L$w7Z? zbPl|eG++azk3B!Elq+wo$90!viz24in;*7 zQjR9Dug1S69>|}vFFmo_I^WZ@WlZiiSY7JQwav?Ks~0Y;2pzcu!}lEr7GIu6s=Qyy z`By?np)*`2Ij|gMCmfbl`dk_g6XQGS0!KFV!$xY@Ba)k{+4^t!rN|AB6?m z^j*sz5lHlX+}rq$0dXoPEM3JMax3g@QaRjU^``oshpFW-UH)9TdcYi~Klv3bYRutm z4l)p0{~|GX_hDPbew>z5{CXi>6dM_*Z97w2aYj4%OV@cyfuj z6%u88xr;0pu!&W3^18U89PJai+dl0w7&jzsBD?b;E@dPO7*o2ibp9d7IVmqBnr`f6 z)s=wNk5{8xXjzeTB{1v0s4mv(1Jiv`ap*X(Wb8a)3IxT!W8r4Ua5Uq~Lva=^7}(=n z^44hxXYC)#E1opOWutY`<`x2VNr1Rl{}|IKx+A9JLw+; z{lwyO$|fCjiqW$L$lBwWMvK{;(r+YG|989XQz??emkHB#O4z}}8m^siAM202pnA9o z2OdAZD8(5e~(RE1vbCEzx&HL`sRI?>ON(5RXUjA3ymC`e|-iRof=O9GBMlk-2G%yO+jW_auivQ(eq$ zP61>_W=Mx1GEG8->8g6we)J^RtN{HU^#+g?FouKkcj^?{oM3#aI zZb-cN!4c&ORsYd5G8wFlDc1cKT3Jps zGzb5{mJF-j3f(bC)?p9aX`%p?=2x2Z8mlojprZJQ0S%O|?h3nRK^QUu*>}$qw@ygD%ngAadX}nZv)6S10i*A{hZ{Gsqt89s^Auee59^dcfT22anZ%eD}VeV+V8-)rDjNlMgo#A zewb~c{)hGZg6MTt_QTwz#w3=TpOAd^&Be5kY#3?Dzw=0NFSZ?K+VOnQ0_V6Jczw@! zz=VBRa=Drmu4hV>saenh#Zjd>&PNM|r5>D~qYr`E`v0QpjlE&sqdh{j&i#Z(sz1DdLP4$!7q7S{WpE#21 zBVLcou6oODx>u3OjS(C*^3Q%KCJCg7%{MQsCZX(- zX{>eX802x3uHBRJgGpr}Z)!0OB=A(wko;7|cF|Es%s%Ad zOkwU)yznXxpFd;dKgocL3Tb*b^ekaPU+nB8-a>Mk>fL~CS77$n&4^jcKq$O;R;Rv2 zf9rRLs_6`dp-I|D{CR09_MEK^dj#ZwTqhP1RwS^*+d^9ZIA9*cyFd$z#}+r^jL6K0{F{)I&5UrX!=JbLuqR20@8`@_MJWrhPP z|74$S&%vRcu2ZMm>X4k9{z`j%7$$@jAKnkNAkc7fISB4QiNndEDdInzk(%^|bx0`^ zmL27KPJc|sj(tNj#K@yCaJxf6o*@Qb6=v~Rjh=vB#Zyxz_v3Leb!zG8u{s#ROV>Sk z^l|L(!fXD8PROqdC7FhPfpOvANy0UjKvAXldrn8e=BDymLev{ZNra+8$kuAOmCfw}q>VlIe|&z3!;RL?lQxsstzhV#{lXhUV_J@TxKH7x z6yvCJjVTQD{eEvR>I}uA5sNEXT0q^z7+OPC)bJBmF)HE3wW))SPqR01K>4jsXnYI| z^xk&SGn~bVWw$n#zBAbMh}rXS+%xD&jvW^neh2*~{sX*?5!iaHj(K}SFs}T5Hg;aH z2%BFta0}F@!jMf$RNr_R4%0W;UD|kwDI~R02f8az+Qh{8CH)UhsB%mktPZQ+c(>tc3s|e8OC7msg4AGT3vt>3bT#19 z@DPE{L%d(>`DZLRE-HWM!(;5snrk&xGs8~3B+s7TH{@tFO;%F2ufUKLU8&zjDkL?m z9f|#I2_3$fH)k#x0%>OQmBe>tB$@CZz4_$_OzHkSHrs206B>d4%@P0K$J2rbY}}xS z;ZT_4TMeX^M-Veio3ZhRrr2&5E9~ES`_?~WgpR4jyBgn~;LL3H(|^mfnB!|J%9#HK z=Z{SFpRBqBQ_GV)cP@Ox^sA?S$M_zXqYGDObM&KwnTxU^T)H+eUKLE16#uP~Zs z)hdsqMLQNYs|Etoq0NtypYC9?fS4vpbPAVFU9R+hx&fW7yXh#jhhc7?d(q~^by(CN z`%&^d3M!lZRrb9Oz~M*I%*VSEpx=H?Q1WCWwwGv2_jkl1iN}jIH2o&DMtIu$IdwzR z?t?0pvDrvk+Wq5+=|xz4v)*0cE{$cr_pcA7X5-M>n}MZ$>lpdGjqA$Joe&Tgb^Uak zGECMU6dnn##B8n4^af*3f#kvWbwKJ9Qa07QS&kdxfcYKvv{T!$j=}a}(d%pi9p@v9 zUk~3CXrr5}Lpc^)AHu1X1_J*ReSEl`VK(tr>?$@WT#=a_qYNA9u<_ zF`Tz!nBguGf$@gx+_#3V0D0kN-nIiuuy`)!lYrsRE#9B=iP>`>sZJG9yHyk+XNu!E zYtC}9NXffD8J>ZkZH_~^Z#{4>MIVpt4iFwF9w6BPs?07FHNAA z-m_=Mgb9bPtAPj5y=1Xgv^b}BlV%N18;^t7JstPz!0_SAPq*I=#wPC2k}pwCu)rrmmRRJ& z){_0rdk@s$h`x79N`o6N_$Z#I_4I-sjD?YiJfO~%31;hV$9|`j0n$4KoGv!;(DVF&nr*PUUC{daejMR@DPvgxJU{pR;`k3E7sLOE7 z-T#0WC;=`5*Uy}S)#|T2)o?x27w$>vS>)(42=(-NovpMOG*+ zH{^9aRe|JKGb>XW0`~DxDur)p;Pg~1Z36RYSox5hOdHq@S(NCyW7_Yr$S>4>60` zJut%+&&3>rogZQ0txBYT1S>2sI#q<3%)-zf>kI2-S{NJD+&}U_5{RntKl+2VID_7y zU@^rS7xhxsfNSws6e!y1_$~leS?RQnoZW!l^m_*x!X808 z{&owv@fjBUk~WQ&P9icDYVZku$L=|Yo1-VcZ1K|b8*Dc(LOg9vAJB{w=!E@JKZx<+ zIEB%q_PZXmUCaI$^R)ol$~fpnz!avM9IrguM*|HXm@2EQe_-p)7T+Sqx3C!_O7}jk z8QS#=K1i{PLdQhL>`0{{Ovw}*Reah9(HvUu4jd}Ma>L)FhGThhG}kX5(_qTq;#_f8 zN=*%}-5|bo%h!cry4hz-#sT= zjmnU2n@_-@Tsg-F&R1ZfQirIdoC!q9j@i|Yf6!VjTw>7j6sdI&nt~rL%F)TQoo#x1 z0*1cJs!e`l1G1`M(&MZDu%DI`$-b@z)SaV&x43Fx^x0PlCyg0c`Rvr?rUSV6o~R9DY_xrju;YFU<#PB5_~l`UR23BBj%56d;$5ol8wc2h%ru~}D- zaK^d;X77+_tc=QF#;kR{&2<{d4lf-9^ORw;?vUks?-ZEuu9iXMWVWB}{oP+BCwkLBP{qMgn*3AQ@p>%t(!ZjEas6R+({t8W#TwQtk)j;l;`?xvV zjRVEmq&M=5kRN1?XE|FTdXHcGM!hgrcW95jj%+5-Jo$Ph(G#d;`Nbx?h=lrZ0rssbP4hoEbBGu`lGZMqt z=h540vnvHhe{%OU8ruQc#&g)?6b+6#GyS|d--G0K5i6p#7%qm!HM|Z8h9>`%y}z%A z%h6OnQPiqg$E-_-1R^=iaNOI5h;=uh{OGn#2lX{r-ebKj_;?JEMhYh$Z&!smDEaW0(y@P2wP80tRr>)yaJuBj=!d*VpI-*%kE2Mc7NvoU|lUQ-n+ z^23-_ZTJW@)9VwKcOC+TdRATGPYg_&3wqmxJcOpZc6Pq3me};3iR&M9;QR@ecb{mP zkhDA+F{Ahjb1%nbaYbyvfWrr$7uurGaQ~6H@WWJ?Yh}oqo)N&ZcQhMS3uj=Wc<67{Yd2Lv6?BUG?uS!uaG@_ESz#F!^%W z)`*z{rb7x#Yae%Gn}e%Y&o(uf3yrgCd6Nip^rN~<#YuRBZG5VP)dL(Cu591p6s0QL_`6(?cjPVG zROTvfCi5DB!VaL$UXSm1aD|43W(N(;9uJsJHB`&Bz0yP2W?Wc6%LibLOq>yv3VyJ`KC+0cejJKyNm2ADV5kk*D&vRCJ4IH zd~iu6f4q$Oqj*x($F&*>`K*T+KrcbT(c1B|e+C!F8@Xe?$CJrA6c z8zwOR+V%HzLI+U7{rmmu5lefU%54wbhnb+zUwM)HVPKk0w78fVhr065Nymr567!=q z)tq2lbMbHXmPiGPMt6Turzmzz*V21hzQtOvq~RMbRP4D?aovml0yLhu!2Ptj0vlIF zpYi##7Z0+n8f(0O#=9yrO|FetSb1Jqij4tQ(tbNL9iYQC zYG8z%p*Hkw`lWn3Du7fxARE`&ibEGBtL$IB#l=AluJN-;P$_$xX;>>4sBQS z*h6}&|N8~C+WpGyy-Tq0{mL`NOW8m@-gvEH;xx1kUa(a&xeN_ta=yOuA?%&qJiw$? z0}Jizu4lS$LR?eUw83L5?El=SKk()d48~U7%lxST)2G-+I%>wSyE`OyMRErc`BdM2 zaVW!7d4^B%RmRvipJGF}dJA$wc(fQb3D6@mz}xma6Ua+}zs+vi;=E_MNp3tV3@j9Q zTUs*`=>7}_-K&?u{>6)<>3q4+cMl+U)bjOV+~iV1M050&SKNNY95oz6CD4j`iuKB4W>B_3U%pw zK%Pyn-UUW)Y;FAe`qH0wP;m6TPgt`Yqc8M$9Yeyq=iL9xl91y``FFt>h{t1{|?26(mJ_R{nv&81MSwd7-@6$}ayEs-e zZYHlP3Ej)wqN$w4NLn1YMZDesvA$D5*Rm~PxVGls;h_eknC=`t?XHGYpDK}y7 zZmt~>34JhGaQaeNUMNgVnX&avm_fUZX<^2_%RmjelbAxVgTBa!{m-ROBdSx_-9$Wa z=xT}Hqe?RND05!Ww`xHur)@0qA!x0#)7 zy3}4w<8n=S5J0!Z=@0CtX1Bbf&3=*1J`FZY9eWG)xghI~C*y;e1?ZC)V!W6X3{w}f zK1~YV!O6CxOCLIyvE1z0%1-J{ll=H^gyrQG=2H)9}nTU=8cSO;S5V^`OxVVvkBQm3WgW8dpUmn%2yAC7`|7ikWxYMp?Jo!_K5Q%Sgx^>I386VI(WRtmHAwz*R9pGWQ{6tg+)PyJq?i>i?rV zz!kX@C@CVX#~IoQ49j8@YNrq5SnS?k-fcQaJ{kEG6pP~2>B7Bf|BPX1 z%{Jnnof`~sZ+4Y%IRg1!E9ZGrUzn+y+U&iqfmJIz>+ZVrQ3sj#H8~&YnFs;q1VM zODT4zz8}b!qpKV+P+~QLWrG}k@xw1*L?y`nP_YXxzc#S=-EnB^z7*?EGeqLXp3#p< ztF5r9^T6%+O%-VPy*qyzR50ntg#@#}eK_>#cI$wLFKjAFb{`eI1--N?QdXjWV5MEJ zS#nGOKE8QuQu0z8dm7A^QbN68AZ1!?if1o$vjw?oCc8q{i6jew#7rRF$o~H80}~_} zMmQFb1Yj`6>6IKSKQ07sOKIos!m(4s87HI<5E%cxeY&lGn;cEn>42r4Q?OC6vGc

Z;3FVE| zQsZ*8Ld-9%{32nlY|`K$&kvyLdOJGp-G#F$H^Lg3USciLbiSeT63$F2v+?*xV53j) zzm(%2vFuCGe~aefNY=)VtSEn|e%gBEyUtEb=lz(m{~-|@n67%v-#5UeC6mnl>l!fQ z{ARQ4h%5|lpQ>ASJdU;c4zt6r+kmphPWXM61}T?+9lDY`it(?0pFY5mhzlupx-V)& zaZrGtEhD-Qmn(MPab4Jpg`d7M9~JM0@yrnwo#eaNdbK<&c*6~rpJg6nxiE(l(Q0l| z$0#^zsP*vmVh0Y4(%+vcy9=#?YPu#VD?m*#wK(X+hod_Cd+*FG;UGTtjpSnivhdqK zpS-4EP{E*d#Opk^;AF57Ys(fFmsf6^>BV9FV_z&McH>xXOBtJnGc+D9>{FB%fqH%o z+S#Ma*xnu{`DW(?fsT9TWUTKor1Td_G{)6IdqVSuara(WgwMI&L}y$c-#dOY+z-Yc z-CFo!D2f?1cSntSPeGGTz)OAKIo#9~j;RT(h0$6u9;cTPSZ7w)%%L$216r~lbGIFb zmQkvs9q%~wUH+MAS(l5sPb6~7)(+s<437WSPlL(Vex!6U1^j$_;TgxXGeFravR&1Z zMnZk!?u5*IEU-T!;$C2e-T69Ef4o$o&RS>AXOb14J@(X*Gu(@t_Ugy^x7N4tvzeoL zJp#r!Z+S@CXUfr@FO2#VZGpY!BJBTZ_uxFu$L3C%^Ee`9HNNg^iq(q&hL%670PlF6 zlNP;*tB&*`S5A$<_}=}~g(Hpdtsr;aY{*=WroCN+Gsyztm55wDyZ69Sgi`JHA_vL8GeIigzn_EzBkJ-Bp1aQ_k`J zaxzehBs&Rq$8oA|?CGo$3y$0LW`EQ+ftlO0IVp67Fk4eU_JubUrjo8@%QH4(<;JYV znUm2#^6&eVqPH8is>CTXH;iK>__M^%&XR(0q)i@rlj~RBNt}`P^)W1^Za%ovg+L+S8J+Mx4Gu zoPL}a&F&Fwd)az=eL@!6V|3&GF>V;XG_l#EprvGTazUy)y$AYf#VBqi@+eEn$4-wJIRALdrTY@D`6Q0PBcJ7+5T_7^|S7YC{Ch!cU@ zr9n$Q8AeEE?|3OyZv)c|?9&pgI?y}g;k?w_jh`i7t(1Ph0&%u(4~(u@!Hmy=8$q{r zV{RrtQ_JOh*qrlP zt;>o;%WLDF`Bpf|^KXaEnY~E0Vok1!XNQ=5*Ni^AV8n(J_|$n<7AeAUQ398AaOJU+ zu7d0sj86D-v^=OL&`T@io@muZ%A3lX#Sg03e_3KtPh&sMGcLZZ(v*goJLGxaWqXW^ zbDMRjh{BFUuNU#J^^tnq$A0Glgb_7f!BM-nICGpO;Cs^r=s!HQE3Kp#$6iYP@;*Nd zL#@ppXtGXUrW!iskJW^jWmf?!2!l-HQzt+=5KM*qlO&l&;ge z&|v5&oU9RT$d#i>C(kW5l>^~>PEG}E?H8%WICk6!3e}Hp3h7b}rff+tDXyT9 zKw84_H2lU+2m^}W&`T5Y67v|^v>v<+v4zu}|#ydaULBHNBEsydVVdC?K z#iNfVP^obw?~HmCj{Z1Vo#uWShl~bnuk)KD)y2NQL1h5vRthTzeyZ_ zbb#N_G#7?`(wBknxy3)7KF$B!B{A(^Rk(tpwm zI|OReES*Bk2;j{#f zht(#xN5;W&a=Q>&Hv^Vi$=dRV<6z+5g1~O92WpP2X2$mtqy!F%%MHGV={(k-77Fe- zsP!n%aqGg`mi z!BTgO%8j|4t?SooYf43+j^EzpjG8Ru@BJ81x&H*F9k95ouA+%k7GK`$2}D5mjg_30 zFB4dGdz$ELZi?fk6?Z+f3}Bw)F5iJxFKEi&ts_j~!P&3c4@M#Z=XjnHbg6$}PHt^n zilTxoWS!7+9Zj%s@aD(8rb;;OaG`6p>^pX9_>U*OBfzRvHh=D80~~(jEB>`U3x`UK zQiOz$AvwggPJ(d^inrUTmKl~q!@b0J!FNNk=>ivj!=FJ|6pdBd_L2fo$%c-HH$LJ} zz%SmHrI}c$u6BA?Di2Ki-8$o3OpC+{yUUL^_u|0nhQuF%y|8eot)x=;B@Tx9`z=8U zjID|OZq<^*3I59(BejuoG&dIAlKZW3j<1CMVqG5eW5ub+K4pBzX`*YAmW^{91WMLV zUs(Ldx2yPL9L{b&T@cgb#1eUpsWt1*Sn=a%mf1H6=*(4T&QrYyWO+B|kzIv2Ha3)7 zk|2gdXDu%txrk6L^J;)=r40KXMn|)6{Dpz4r{>>UGH{BqtLk%@|y*kv@$CdgL^m%T{MTN5QTvNyG9DE}8x>o;leACF>p1jq zTZ+Gmy$6L4O5g6)aK$knp~!}dXJMS5`%H<@jOz@3g#5JZ9XW!hsp+LL%jhK zP{rE?E^*dkzxnG8_iSkxAIvu>dy6pKBzefisvYNR!tUwo6+xgBBNO%5U4rDQ*Bci`To4$5&x^uykp1I5#u)8^p~+~I`{#bHgBF5{k3&&4J@*6 zara{vdq1`1Bpq&y^(|fz6#!~$!o7REFK}5RE-*b?9Q$R%9+lE$%FHh2M8iO%4*a-E1i{UG;}0v%I$De^-(EVOeFTdCZ{7;XqF1nM*g*aZ0F@*D=r!Cs$I`n*LnJB%96+O)GzW9FZ?tn+GqJTWiv604F_L?Ac7(mZh21vG-p2$S;78e$ zCQ1557`W(W_-y19EH&MWmK75LYMt?mm$etL>bJhj-SC$K?y4x~_>>Rv!w z>EIVX!7~IJ>9A6R!^aQ@82F=EFKl`G?f|}HLOAYpm9C_J0E*B2_j~$@Dt;d}LcDRMXWR%$Cu?C$(= ztFjon++26%Ox(m(1#df6YeW3oyfbm)i$2VjYAQVC@xz4`3k}M?a2RV=NPXBih5fh4 zeT_8#e@|o-mut=^Xk`eB4zoUitsf5`Qp}Ek#^IyQpS|pW=qj3Z??p8IWJc0Z?Ng5_;du%A#`&$ zlz8`a9miXP?DCH&LE&lZ7m3Z*km)fK5J1j_X5Q700rdx7anUB-RYSN41`6todkufUz**9} zUsJu%f9IQJe)13wMkS{^nfT#su#@{fZdGXBwOgN{(*X_IE?mFjqoId>ufTSa+C<#s?&V&!9ETBCYxU%RDcI0geWT)eHa3n}e$VFTLds)Hkw-5bp|S3G_di{B z=-aCrw97^nhfXsbeXdrHo1Rr)*>tZ!bHJkpxkHvPqRkhwLtGmc_k3Tw6PSpR?AJ>_ zc&kF^C8m1W;!qs<&CfvDF^D;F<)LZzSvXU5ab!Wf6W1A%?qyDU!I0jx-gG$k7XJ}_ z|GTjZR`Th%uBvbKeU#ye^Pc};?6%O;d%JF8KgzBrR5wCJYDBR2OdhzaiV%x)R*~H4 zz_b>64f;66WbV+aVo%@N)bWSkkTm5Y^1(wJs&XAJHMq3Fyq9y-o1Z#BZ2NxblJF7q z<&-6_-;~Ee$)o+Iq)iyOuPjk+SA#K6v{FA`>4$MOv-VJpV=$5E%GyL61mZ1Eo2SB= zax`5%+PX6mFhBEY_2f=Fn9wYw^9a5mM<4pv_@_TF_MQC4enImr4$udAihfCf>hG>? z=FT^8W&Kcu@8K!f+*fo=^$sK4tlD?T^YmGqxx5Y{0X^ywdJQ9G&P?T6O$Bq*( zD{0!Evf_*|i^FX13Jhhp1J3O=fZ@gYs+YSJp_=D*R_@VAAUYi7+p~j! z4N8K;3guHkt;q`*y)2LQoO_KK?Ym(5FjeT|zapFni*{7^J_oTRA*Vz_6VyC8_1(6T zf>=BlS@rKO`cysL?Y}7x)3l#tn+1!j^kCwzoZw(BR1@n(c~ole0CMt801PZrQzxdIj+QgQ5P($|=A7ie+3 zQOoyW2}V9EJv7v$gWz!K0?UdhXszG3cr2(ujkN z%E9O7;A1mv7TLy|3HCtgZsGk!8B|#0{|E&=H&EGWCtv3D0u;%HJ&kalh7H3v&;RbJ zgt;CMV-At+*a86^!IM4EwRqC%w=X9aUgs~=+rt7wikUYir`v(L64cD~f`|!yJ!OY{ zYoMWbVBaOFIHWo^Y>Z}Hg@OHIZ_LkWAvv&e$oAbm9Gj6(pR+iN&Gg460;P#aI)Bnf z{6rTP#%v!bWxEQ4IY)(ei+{p#zLukpKGVz52l9XN`ZtP&WyZd%&z=F@FU9`G&NICW3=bfKlq5tW} zmmjsmfy`)bvl`5R{rjS_o~_p-DI`qJI_C_mdZn+&CQ*Q_q(&UA^umk~lMgDjgV3CR z)%@QZ1?XuMr8_A421ZU%S=|m@fCam&j1_NHpkFZc=Dqj>Ti>T9G^Q+tBT?--p4WCG z^`aVOhW-f-?C83qZ5N4Ys`U-^Up@mxw6*v!r3c%q-$Yk;ZNpj7Rl5u9ccC%WI8iJx z8C$QNNVA^pz-58xZIsdys19UQI{#lKG)|vTAKg_A#1l&DZn-9qz)}5@=glnwP3hbx z-m9TF)^)I~_?iifi!M4`3(3c|-}VQsz4f8{)~j@->p2;@#N(BDG8%* zIOCS@h=J$8pTMb6%G{6g0z-R5GQtY`+h?m#go+ zypbhG;}>6DOn(}d$m`v{K`EHJ$JUhlV+Mz2>qBaU_v6?R)oo+Jm!a!g zgHke60Fs!>Y8z-JvEhjNZyAjx?Cs{u@@g=H`F}ga-)|nm;lqbDZt-k``N@W0Lc9Qh zZf%oCtxXZf@0goPn@8i+FH&Vt>Q`vmNaPkep$7%r&4+J2J`QB98PCk!tGJT0Z|K1B zPf#Dj+fl@_jMGf-^BONsV*TKeQ`-Z}F@0jM+`|uD@%j%RwFk;=oW`rrl`rgO2T}0+)D+{JCN$zSYKYths4{D zXHK@?1mX=nw{Gq#nCkrO+;L+aW)CciiGQL;a-t$T)io2SJ)a#ddqy#1-*Eb+^IvgN z=YV*=o+gwXEqOC$d#DP#2KHS@IKvKiY3HeJTjA784${IB!XKtviANwd zrnBUg)hQ&uA7P61xPo;nUg;DP0V!g16?Z*eK*Gu8Hx*vlKxJ;=78fpq`9xZ4=4}fw z_g0W!ZQvVpe|}_5$dCXE+hzO_V1xe#rlPBL=&+Rj%b$#uYcO*~&gAZo3K(fMeYgGn z8;oatZ@~TJCJe1hF7|%C1C^`vJ!QXc^TT4zjL5tP)suw74MX=|wThOx+PMkLCOgxv9M4%NaYD>^Kg8kR_NWH$d zE=MDNLgkR15_YfMsJz9r2rWq}4-2cd;rza86&;Oz*ncPUn<-HV$s2!u+?R}j{JG5? zOdAeZ6y&NMz2FJty|Mz_MT!_>er);AqhK6)sPR*j*#~-gwzG<{MB>zD_aEBbk8ya9 zW=g{=Ua0-LbZlksFQnejYdk7Jv*k55#%|ibA)aYET=EnZyYp85J67HbtQfUyI*hoplyhO%L?iodoa z&H?6fEA=dzZUcEkC)IKO6)shLFztmc^{fCS@sGJs9a%*LxXq11O=DJ6@J}LrIzT3Hq1;=$G_&JpQ^< zj_$6{09#Hy&XW!hB*iY{(9w0`Xc9k8-y^J9vxH;UYiA*j2pU}c&Xko-mV-34ICb5K z7@U!urTu-B8%eZ}-ba13gvAR#p0Mvp!`Y+!-j{XdVL~jv$~=z%WieV}N!xxyo88C4 zUFX$srAw^o+ED=@?FuThllX$2gDk-#eiWeSwiY$4N8tL>coD5=Ax3VbeKg=V1H$7v zm(#B_am<@^=*2`4G_$T=c6xadzuO#o_C|NB|NeER%Ny**^aZYK`iqP(ekq*8amQ^K z;y&hR-P;ZwhR@NXF&>tRUmDh3eF^j8za)0Q?S@5~Qnj_rD?l{23S&8T7$@(Q60Vfk zz~JLQwpv~-5GvX2$4WVY;}(n;;3F;fUsd2d-EsavArcgvDgGKD77z1!^U9s&2+N0P=|xoxp{DEF z3RTb(2iR_P#pt}i+(?B)(a(-BW_6eEH46zRURxbl;^^A?pVvk>`5Iuv;#}5O{YhNi zl`FE=w+br)%&7s_vtc1vb$;ULVXV=}p0WEzz}Y@ut0~nWD5&mgqxqr>ZKX@FowpEI zEftRL|8W*q^}p7?(3Zo(HTL{BQ;s;-XD_?Ml@od&x`(ZTCU#x3`Hl9MVMN!T@y;V# ztUGh{Uqj|KpcG`aTh|~oydRM2QgXqrPWK>nO?PaQjz2q6tOVJ-^u|@e0x0@3e)b*c)itIs5!}*&!Sn zmOe5|e2HU^i-P~THUY)px$&|8KL^k7nDOxV3>GSL%y2B4V~3C0K1q8O7;1Q@@?Tyu z%m-e)OxyDd3T#TbOsocAs%SCjV1_xgZ|2&VEgyiE+j07@g0G|B9uuuhno$@guQNLB zlqJy2To?t8+mPo`K;95vhB?d2-wti-f$WuSZx8O+hs8ZbyUY*rAhkJfpMW?$F1ej2 ze9Q60=@&GyF-LYn3*ByWhdLp^O!IG>5kX*e#_ykQ;|r{Q*TyLm9tmCY8sDWqHR5bw zM7Ys+NhplFedn!33@#q6I;S|64&+j_y=(=(= z&%w?SXBrdkRPB+2SOfhxYCFeps?XuD-PXR>IfmZ_J#9zY7b7Hb+~n6kQMW_ zsyU($t7GTTypUnQ7wjm^O_uLH1&P+C&fgtrp<6O?lr$v?{WR@$0_Epmh&-sC{WckL zWU_V%9DIx9w}l4d=N>^REk94VfIbi}9*Hm%Wy2DqiyxMbBw*n+U4g9EI@mlS_Gyo8 zHdHOTUj6;gVymB)88H|(*zc2FQ~?D~o5R){wnOQUh{hv20oa+8(5{ud z2mZ29bFT`hAt_DhLB*Fgh@yYL#LCo-{p5mUuM(JXewpq0X;v9%t|55neEo#f;8yPM zx4%HT7-yW(%o!xB9!#~<6T^8A=jXdRL~xqB*6F&p8;(lOG!r~zVL*)k^-rE0ES>b( zSL^o{s`bEpB3BS*?Ri~%>r1ftk+9S5yH&8hz;?Lp>=B@jo+1~{J%{m?y?6B{5+T_@ z<&?>Y9_6dGrxc?5TwU*aEyid}jLK8GxEEd4CrSQQBd2fX1 zoDd`!e0wLmDFN{xwsD*Zy@5^L@h0hdwK$hIFFr1;hs)$sOw|KtaHg-u#r0+eGz=ti z*vqKG%KWYM%ipg9`E&mTQSu;+b-VO_JM{!x>7=8~Tg-rD!{SdU+CL{qCnWlT%DNX!&&J@wywyIR!k18g*ffp7Qw6%xd8=pc4P(=l zr-diN#$nB6VmLr`3X}7GKfmA-36t~7`Fl56fbuC+>67a`*7skFU<%g3{>Gmd`kyR8 z$%-%%6$+qbR~hek8xUye1|Fr?Tm@=5y_d^e#o-#Ittk)s7-?NwzfR)Zg;yIQnqOf2#|=9s&I2%&@5xt?8$yLh!mA}6f>&9 zACx5F=1?X>WJU+PvOGI&kR^1SRN_!s~gr{tu}_P z2E&Nh@K0g2XdGgeyOVPx5Y}2V`0h~ak&jrB?;Puoun4-C3*WcwUe1-{8F95TjQ#qyO)<6B<- zkjB^NNihyhd!8~%rA5-fn~Lae4ak+3(!EvM0HYQh)eKRokY4&kcH;A69Nop7`+zSG z=Y+XrU2;@l(lh;%NO3-n$rZBLRPbPDrZHWkr7x}qh6hObUx48>&X-5kkHb)rVE@mK z1?cN#-p2UO0j2|D48o0GV|w^TbY2yj?T__qfnYX16p*td9#iz{ae zn=NrPZvNha;9p3SuS*-~azTo7I*F95PoNPvX)4s8wQ(^Fd zbnB1f9@rFi|L%Vm4ds~J{yx`{`32_1?IXO7$~ayh5*k)ygEi((K~D?vV2*9T-|wqB zk{G>j?K$8GBW-kN>Ad36QzeG6mbnIqHD%80`5&<*>(UF~)1ENgzs@9=b z9GzjB-tJwtTqyda91GwoH6k$S3s&WoULerO=%?P4V1dzplCj<^d=1WB#iK3!pUL!u>vP~?4anA@mfCAAjKU>#vGU>23=;L}650m|eT}X!NM{x>&V3q0G$ynwmICTF<$O~%^SfvSOym9#< zl*i=6IkvN5OaG}CuFY>?^yd|pr&pMTg#wczUOq{L#}R9~PJ$11{L9pA~pBb7*I zn^@wHNr$NsrNF7`Mp(*-TfBtcKW)?za*>QuZR3(@`y+(f8 zR}NOZ0yPWQJaLZsQ4buq!`xgN_ja~6Ia<>A&DbJc)}!+uxq zz3YN0k#qyXdItW}56BH^Glly7mHb184RKIJva)JE5;pt3yE9i5!lJJJuMv6y99g{_ zbMc!jwln!Y#Uts~nzoYGHYlwKS1%s?f~7n^ zd90({VCZaT)%U$b90EQ6EXqNc-YCOooNuB1yPeGL(7RaqqvAGA`CB0UHh(o4lMLje zYOYy#ci~8$_L5iqtZ;E07pS>i|7 zxTnl{sO<>Ov5kLw`gCiaTsCE-8Kq&wdv;==rWQzYQaAoG$HL46@tdlD6p*`#CPmX* z^Oi!~9ONeBXdq?Iw(dPPd%mQ}`94mdSzV$rdLe}^mDS_g$##$$Ve(IH`~$X3Fo@;F zoPnMf#WP}7thi#N?iQP7hx1%s!sO%f*loB`_(Wp|#6-rmaBnKZyjo%B={zAI`2~v~ zv9>|VKf@II5KpYzezPa=Wf0_5x=V8e7U9AfIsT++AFNXPq?7kD6e&w(6Vlhd;CN&W z*I#oDDBXD|L(aM$2hU~QfAK^cmYO;GPZ&$W;sps#A;uIr8iTV`Au>Z z?ug4>ZqC4A30G4|)^=DZYo<0TkYK9UKHA>%9kxquCJ)B=LX)Tc@4fn-SbM&$_i1K0 zbY8rz@|Ng>1yZL*Y*HWM=H#%%8*U+(j`)?HPcwxbSwD(Dd$k~`_pkF%xEW?T^A>&ZQVy%hCbrd!IEFk?VVv! zx$l#dY7CZ}iWI5%4#UvL<>pM?LZk$r{^S@sjj6Zynh=+MBKdiL)_#>GIfl-mj`G4g z&>_!r_sdy?X`g1>*|E#eB=T86JUj!|j8dZ3?g#^!PU3iYb~`k`;L0ErJ_h0+Ipz7G zZ8$2GSuwK81OsM^A71a?^7M;t!5?MTVQkNR^AGPOvBQ&VkuUq}mdALXNMp~1g+P(S zaNg|%S`+=b-7`;-crHDU?572tpI*1TOEJUtn4Vy6)sNVt+@8F&e;S)x^y`k%J;Hgz z)X%KmYZyD^HnSMq1_RQrS83+iaFXUtE0vf8#H!VXv?ao zgd8mmS6j!nlQ2*akW=-l8a962e;(PEN?_S%%8(ek3&{7s$k8wA!w|Eq+UJOeFuBed zzx(|TTvRSUrTHodTeU}4cHc)>X#L5`P&9$bL-O8x_LbnryP77VMO*wYAMnGoP63Cg zC*EJWyEQN6QmHnph{G97yXwY{;{42Qk6jE=IIj9|Sub=5%2WE9PEI&t58Z(&ztn7? z{_9IOY@CHjE|KZ;R}a8|lR?EqQy%u8>Ejn2o`4+HvD>XI*4VgXCT&}81(G!zKlgq; z3@tLJo+o)yaq$b^ljnp+*!=Y9-&cN5=wat8$$I4EiPLy6x;F z>+lbKSmXCHh7S_xj}NK)#Z6)z`P$OCsE_bjRX(=A;tRI7b&K~+NaJXSk0aAXSr|K_ z?-utYA4ZMU!$cotV1LQfFEmNTk;D(U`Sk%z&qO>l+jSQytN}Y6`BJblRbsaPPZQS4 z1hg(t=#Uuj^19N-Fs%DCTS|4ZL$~}1)0eMG5&gH12y|`bXwYRo*bs!tf`?Bm3Zn4W zoFrR_sR2@#x9i~}9!$QlSE69{fOAq<1!2FTk&ja>Q^TI1Mnl}ik&Lw60Df$e+%LqLh`n58D-i@Al5PZ zk2S_%$DYl;dml=W^2~egMsFNWjLQ_|1b@Q*!DznkZF#t?vvY-Da2uA?^b*14zqhi3gM<^s@W0Feki`p#d`LT2h3mHX&~pP4*dqEjxAQ=SYOb#U1RMn zj!Br`IcohGmkwonHaA|y98Tw%$l&it&TPAs7CDTA$rmnsm)M5$*CG}|*K#2J#Pjlw z8~NDjA>5#r(+mw?=PZW}EGWDFps!S*;kjr=cN(9i$CzTm(g ztY`m}KL2Y1dt7;hDhv66H02<7?wmf5W~an!chN#!!DSKovUhS!)5zue-d~WDtEe?(r#w5u*K<`5d zsi(3Qu;^Juyk}m7nK%7^)5t$Z3d6F!vB=~zax_ZD~D zO*{F{Dg$!Fa{CT(&BGv9;Evtx9Z0=#YlD=`22=Wb7u=rG;OsM}A5L4`GNiHjZ2rV1 zuF9G(y%^AehN9zN51spmLwTKgOD|brk|%y_)cZJ$m0dWPzsUu&Gdya3-8XPj(~B!NT{uM$J(F|15ZO8D}H1}MIk|0x%8Vt;+g=9%0XXupxwuC8B*J$p{K zWTs2Nu*sfX(mhJhcUiqZYyJz364GAwCb0pBc>t4LLGanWM;@>3~?ZXjw zep}P8Z-JV!EOGnBei-|7G0ScEHmqp=*V;9I3?q71)vs2{Vbh(HZ8|Zr(3hJ0)Ym2k z7ms`pyJLM_j^+_V6rL_gd7i{B^@@Gi*&U7Z`ynC|8eIy4qX{9ah7E596 zYS(W5a|Ku^_oX>@;1ZAy(RF$~9>F1tZ!d7?^LCzA#$~ zqx!E>&;HQB#iX*beX21){LmesBp?GM!99PJ1;n8B4d-0n<3{MuV83O{`5u}R4Mz^Q zZ}E@D&XA<{t2lk)T%4GH6EvRRD@A|U1yXWRXOJ2}V2EwBd7A2hKiDGd z2pxggLhe6q^7JCk)8;uUNPoeUh+G2Q^(7?Tb?xUJl7zaA!Mo3_ws?$s)s)#{4odD_ zTy8Gj;-USsgJKePP(nH~JNWP<%yqW@v|1C#m;y&*aeE@nPHUT#%FhAG#cHsE<|(cb zURU`V)x!*zsHsm-1Qu==x?;T~f&HcoOQet{h}=1C@niiu4skJk6}Pwtb7y(3@cy|2 zgOO@4wx8Po>^su1KUW+ZuY&Ze@;oHdg%~AfJ;HInrID~EQ|w=TBDUY3jNR=0$AU{9 zVOhACbs~ut)~KWZUH{7sgG#SC3h#Zz4cGRr(Rx!H=!pzgO(+EN;?Ap;H(imWJ1~&< zdlH*O1y~QtOvAUoZ|faQ6=8%=8y?vCU^VrI1|z=?^xuv*?{T1oidiw^e%-^c(8zE# zbc+YZe~9ud1?Xab919l##=6;(Y zQHJ2Gd6#jEBgzYgONdC7@|@%H(u1BKrBfqYIXoX@bCX4l7Ye?=sSy0V0hAp(7=Jzw zhXJnhD!n=~Tb#0BdDdSL24V%v9EYr7;l&%HC$)ug^zDE5GcU~If~p9~U3>ka(io7Jqm_kUet=QN zmAX0ODjajNTPrg7h$)x()=STP1>&KeGM=;hfx3Ez*^B%d7hHm)v#!Nriul#tcmDr8 zc}M5oCNmONm~UI#%^SAGahpz^?+(MH?L3oA{wRHwJA+H7JbWBoj$__E zp2nk;7dZZgfzG?-pB#=tol8r;li$*=L-3fG0^4{u=A+4Ep`?T@y2~OhKA+I8^>mI zarTKQk1SymM+lMh&$lH&r&Y)p{`7w);2T94dBYDp{LZ{rhm)$vMv8|q=HA=TTl_S zEoAZ95cYc~{|PxA4s9m+$-fv}VZ5Ec;cB!MF2^rxoea1H^MtFe#m#m&IPv4@vsEYT zQLInj?sE=;lut=cX#E62x2lrxy(P#d&P82pi^gI1ku1$kcUajB4PP{3fx%h6nOMiC zFzRNu>byFonvH>E4MbYe&KM4=+|SUm7J z6xdhEAp0BgS!NKq^^g+^a7L6R)>Y zd2taIyi@Kf-fV>Go6X-YX_#Q#5{g9jod(j5M>28uRTCp&VzJl~aQmgU-(NZU zYdQ?)MI&J;@czqdl~u4Xulj{%)*OipKR7Z|{DA@&EYB~SV^_FFZ*WI2P>kn-zH~NY zK9BRWHCtoYP@L&>O8yPCYM1pZ`ZK14+>eH+ zKA0a6RAvu905zV+2+;@6Vps2=y`Oa;EI){Sd;QyfET8JM<+v4yZDj(l1POaFgXPxX zu@E0vN!7aA$1(%rzuD4H!aDU$ku z8Ps7ubQ{N|`MrG9k6S+K{NU2XJ;ONWk)_%F?hy3vA4>6L`wz-RF7chx6NGxXZyTG8 zJ7F-J@y*QamUlb&cvv&P19UlY;)ly+ocpG%Uw$wRx(|qtzSa(a!Fiu6E#|T?@?PoN zXrvvIWLZ0}35DWvw?M#8jb4~GTovkD;=n~JIr~S+b|m*(H59YdW7jzUXWHf8=t?O5`LfSsrH#e>PqA{y2oAww&KH+arSdK;a~eC)XxzXxEBL%1J z)2pLb#hYNDy85YEJ~wuMZS|d$oraP}+%9(iP7`RipM9&ZO~$F)6G8up?|`Y5>F;|Q zKLP1xMHOqxCJdVD@6K|{#(q{!`u^%3%qq%hR-@UA-F`+SwjOyP`uH_E2mbV3D_j1`3MK zC~th6!V|#QKhn~Wo;lEjs+NU1%`r$8} zd}{XUUH3dpRUhq}m8M1VhvLiKtQ|n8C_Of&mxqx>VhbYXMmRSmd0$wOgtM{-4InIzQGza-)3)AoSA`> zW+s2fW2~WxU_z+#5rhu9MB`IEdoi2kXX^nWI~z7C5?@HRX0@Lp}f7Q zoP<4Urt(5#hpVr^tj^-QAsX=m{gsc+1}R^~`tQM$B7aMu;89iM)O#;%i|*z0i%7xp zMOhi!d>w4_o%k(fJP9pXqt2G&KVeF6q}N!N37Sis*X23sVa7V0?!2KoRQU)eP{kg> zOldarwbe#w{43;GaC`wO^SKK%HF=Qy>v^=zlnnOq4aRBilR)Ybb(_i*VI-UNT(53B z4x~G;n145$VG(}y23yzk3{g<^M&s|sgvc;#BnGZ#7}%bc;6kBf$!*KB+a zEp0gd^?*Rk%p&&q^%rDxui^&#eaG<0i*oeKL2glRzT>n|iQ}!S{al1en=< zuS3=UFZNYme|SnooGPls;w1lv}oA7h2w-QzmU`U5)LQbLY9g{8Zaa|rZ z)`8hbwiYGYG(b&Gcds|wkh*s6+54UQqSInx%c4)A{UAkR^Gqeo&3UMbY7=3E_v;gWNjWU}^>s;X#0PpbGw@o$HzYl* z)cH4d85cC|cGfMGV`pAug1_+ubY@rQ#~<2{WZ#$%gqKY)m^LEU7vlu;27337Y0AR% z?T5TM*5;V}v%$IRw;B*b^D2iX)nHgA$#7aX1vhs|>WKwO!@^3a{F3oDnA6JePARs8 zw8OH4ZQo0VOvCADY$b4S$ckkl-Q%j}i&s=~~5?_7K1F@Tn_12R> zM*=Mn7tXUb2+B0LLua@~hT!OV0xeH_U_aFhpILG+l);jT)?Te>16Y0cxi|5bJ}f+bmTJ5q55?hCa`|5kG5$m3 zMgrX1Pn&5D!v%j^K2`>Aef~zBtyRbv|gj1(HMM zJ3dKKp}50~Q@Z~k4oHU_61w>VDB3|P9&YS7Zn=2BJn6tXt~4HlNrw`Kp*Q=G@{{q50uLi%?X3;#>PZ~8HhRLAbr8zzJL(mA znxLREDUfZM4@x#@4PUJ6Me5>-u9#!t(EQi#WJ~ZFY}PB!79IFQE~LbqO{d z972sS^M$d$A$JU$L!R7Mh}+8jm+^l}wlBjF>#GmeWzpDkN-f8}s}o0ayp}dvUm;nx z)Y<)OG0YyeeYiKX1si@ZD%_NA!#v^ zhx{j(ai;RU_CCcM*!L!~BPW6zQ(rM(44>EoO>|H9C_3(fR#QV0{zqc4wk*POFx(xR zqW&8@5@HOqC+)RQeN@E}{k84i_~oHxTd`MF@d$Rw-_t2#S;gsV4Z|XT^>DfJAgO%9 z1*x^yN`oW)L(bxRZqy47d=k9aO)ein-iTJ;Ak~7 zuk4c{SRwbic3ZzfqQ$Limy0@JfLA-<{7@!Nh?x@V>YNF*7uCACS=w>A*QYgfUj|NG z9jmoHmxqf+MG4Y!X)t)WRR74gO&oeqYPX-m0tWJ*EBF3=2u(1x?xpAP7d?)17AJq)aWIGSH@YVy92}rDXry-g z+-I2DzHGm3TRbl2J+Voxn8J+$I}^=M522^!%+;3d|8TxjQQrREmY1$IMV&Cs#O~JH z5|0+_u{}9K6gZ#uj)ms4T# zEWuYdP7K?*ABiAC<{kfU+=Q*vF054r$1K*+zJR(I1+#^6Bg%}b$bPH55eUrsyuFOay6rM{l) z1Ty_faGR1Fre*%Ia7ugHEAv2PBFoELU(yDNcT9r)ue zE$JX7O^R3J{4lm2EB?H2vRaPe{GI9=;$-AR#ob?a zkT|$Vzk6{ETR+T&FkK`=lCrpBu;+8gFUwiWT2_G?D?MwwcqUki{Vl<=|1nS(?M`P_ zNy*U}UOK?e^ackGFt;>tmSRbv)_3KmXVB#CoaP#G3+n9F43uWt@UQ2vM&~IikeD|A zd|z(D)lYrqdiq;lGABM@mA8yDSAXQS>qKC`p{Iu7+bC>4vA50E`Z~I9#F}} zB{q7ap;%=s){1oY+_@b_{z^%m*vkQBb>b7}r=H?snBS|4fE(D}B>qW-Z_6Kvo~L3z z(89ujq&o|GGX$pS`RDAJ`Or^)_|SQ~Nu2l_{^g!m7j}I$wtC7{hE3JV}mRxjV}64$#0)5_uX0cWBK^j@|vvSfQ9&1tVd?RPoIpo{DF@H>fP zn!;sa`4u?co|dn*9f9a=%u>c`0Oga?j&;2rNLe#ehJ3^7=V;pJEkWsCOdJ58JbsW{W~}s+g;93Of!yhrfB&{?Jc#6S*r)!L;i;2!_(@ z(BK=|sP(RwyfuEVWYfjD}&oX&{0eqlM#%V+zi;Ct%5p z<52GXPdKQ5?(>xwzhVCPwT zS#%Mo1<&~yRjeRFC1$8zkQtY{UB9Yyw8OA3b?xyVG3>sR^lO#l3KAF7rDE75fhZwz zZFn*h2kMHS?islY3;*eTk&eiR4xgGB&u!aqz)oTZpARRD4u#*W_J4uXUu|6qD{^7{ zp}^VtRTFwiy?e7pSz_I33a-SW8r^Lzr-nA4Bo zzv|yPU|9weo1{ViwQNW^zpT!@#lI2cs^X%ZcW}+)zheyj^SEqqV6|X{1{&Vkh&%sR zh}oZJ{wCe9go(9M6$94>pcFJM1xQz5q(`56ue?1pNn~)wlr~`fW^sWI?GJ1j6*;J* zBoB3E%Vg5-B#iL6vSZ+(0d@s{%uzq%AxD2*R@R058YX-;MKAXZz?_x;1IrziK$6Yf zKbo(A^M2t)g^d$Xe%8wW^-&QVlzQ?fn|Tu^{Vm2GJ*~qg3z=)Og5x-3zVWEbKLn{+ zSL9pL(_m`$gp}UJK%C7s+17p{3zt&Q`#v@0gJH=ZD^~r+NQsK5^ckUG=a-~*iLXA; z)7YhG5X3-aviclqgTd9p~XkfnSywx7+_*4X_4Q&Q@gL*+;~_Zm-c zBo@GeaZ~;9V_uxdD_@n}Zwr029ew3NG&t4hn6KvdA51;8@HoVwffKiW>^hsN4#Va4 zasE|y@a<`E(%qxCaqdvja_5dy1X^P^AsJtHXs(lbUudNX#KIN>p(nBUcjWCWo!G4$ z(p$+rXsZB`tirjznNzU7(pT@z8ix!2barmC-NTlcb%!d!v(WRB!PrxU4JL1mpT5}A zh`&q&!XjQ=#I#QN&lmVdkoa$u{X)zc0^QYTva3xqu;9WhdGBHl4$kPZs%hHG(JU|@ z_+}9TQ*>crQBE>Aa8<*jjB*BM*XjiJK1m1iTUHrYRDi`i(tmn>tgw3TDE-KJGIj}b zoEBEMg>i#=?b+HnNZM|#_joTAChjO{aFsg3;HpfT_mAhW@WLxlX|WJO$U;%pL4UDx zFN~zo`DuD&Khv0VJmqbL4vu=SFwd+XH)1jb9zXMBI%h1&I=mer|#=xr;$ zGpC;it?U1Gtf+m*Zij|Jj{$ycm9?yiAL550X19XCxL-(pa_kt9=`NC)G04{SJCeNV z)Y#W%p^a^$mb=9U%ZzEw&X)d0;=N-(&+zQPv24*fCXHQCCbrQaq*)1bzqYf*UDJm- zpSXt-x74x4m-18B{r#3NY^=Oz*)2y`kOU0hu0nE|?9TYJg1Axt_hL(d2eeE26%!0= zVMyazgF^a2$O~vHAAPJ2y^g=X-dX6v8Ku}~HL{`D+}f6RP8ebWp8NR?iI|z^u+B#hF$DX_IuzT(ZUR#Z14EGV^|Q#|4J6L+*^P$ zof@Cy$qS^VV~^&%mXJ8G;Lkts0h{ABmey0L*za`zc!o+TY%1&X%3djiHGU0V&qoH> zJ7`#?8eh0|KCb@Jd4CROOBoCYJ?pST-`(a}_Hk^VenN0y9LE_$(gA06C2UoQEAsyS z0S7NHsDEW;hSkQI$frHIax90slv;*}P`&%`eC?z*EV1Y%mUiF4$(X106WRVS)L1>f z+|h;$2LBD0re2hz|IaM+^|J;X(xgn(*XF>g?DHwQ03#f({Lk&gsVN*6sz}{y(}CT2 zCCXMkZ8$e#Xp!~uI_7oQ$%W}mLH5ZD71HMwv21Bh>c;ugP&ds=?q>>u!Fgr3f9w>T zo~;O)d2a_xZsr2Sq7D4E@G{4Wuwc_~httm= zxM2N$i>V`*?!khz0_(i;B{^D=$yD9nk)R{-<9w=@1Q5I3q5+TN*!F8rcpAJguj=&4 zw?(43{6Q|9uqPBoqz_*q->SuQMwi;Kj7XgPVZWO`V-41M$Qj0ea&d6mblOi%3urSM zXRa1@!xZM-u3>bip<3eUUa_B+IC@Pcv zt*RV1LvAM#=%s(UU79Jxi3>@llP6NPdfszxpdbM!KFeJmwY9|s`B#kPdt6}ivxqs# zSr2A3JPghIrf~Y?=quC8Ew8)G9`N=*Sr`;0E3ITilUk)&Xwbz7q4Y@)#Tyab>`#gS!P%(vX=igUk4|NtqI8yaZp~J z?!D%hkDV?|wr{RW5*XO)t*8C3BT?mns*&r~{k-#s^7e{6BrrZWa^%Qe$Tce6kH!Kp z`{Q-E-;O>Quzw$zKbpl@zH;2{8YQj4GZ04W(>EWQr^`hlB_NY97!I76lb%q6OU_VzKr_X}* z9?u^tYgOXd-`sMVi(8zAs=2jXrwMd1X*Gw61YzL&xPQL&YoG*nA04=n4mlniuP(ft z#0^)7Q|Nk(K8hzdpX}tqrr8&{Qry+Jp7Cr%_^U1sFr=PMaR|eqnx(ZiQ%~p>k}bj?3QjnAxK3!^gXXNAR;=`v_+t#i zg;$gb%)`I>1V0&Kp)<<`{!BrjxUXM+P(B0$!S~*EL6y+<_WBe)_jn z$(9HIVL0^M8oF8MFEzUrdb}!s3-x(g493mJ>9Myb?Vyt=gMP(W%C2-`GEt z-nUq3THC8umJ4A`&D1Ab{xsKcO=&NhVeDW^=~ZccIhvgkEobr$0I}ySKhvRau%Z=w z&eW>|vWvIBlPI~2CAGPGR<*}*_JitNY(^d~JH=4?=tgj!aaquPoP-q0)X%?ng5?<5 zR*vug`3M)n@)ZQnk6>p+<*Of>PoZ(~ANd{k47A+~r+Z!y3R6A_JsgL=z@%-j*2!=$ z0v!)|@aN(k82TafyzL}C_AmVxlDzCC$C$2s%An~A^o==d&c;%4BmI9}oOv`=;rIW| zQ_7r5kq9X&iWK%OLupdcNJXfWWJ;7NLkN|k44I0G$dozuHIJF+`5G_RaJlC3=eyST z`}wT(`{SJRTF*Iao#)wWKl}aO|2!|P-ZnqMAtSFHIxBWCB>QQ*g&-%U2Pej{RIIgh!V5fcnA_d#^(8C=@kIa4=o2mgMv_b3d8Bgrc5V#-Z#Se`79O4}U^ zGtn%o-sKl@rSG7BZSp4U-Y+5V!txmUe>+-=?8^ZfRh#EUDif5PDT(I49|vT)u)U*o zTY*AI2>)@P9UV$+7|ZFnaCxaaGdedEOMFCDZ))V>^oR+!dFn5mHaJ}Az(hc5ebZ&~ zB`2s894&luI}iHp*hINY?!vg@Z}YFKEm*jArN+-v7o(L;1#F*FaCVbF=ajoUkzV5A zHK`nVY)de)JDhb62eu{NaU@-Wn$HU7OdHanJN3!0YeT+By^uTXC0C4v;u8FNM^~`r zK-E*vlXqdTu`^A3pC}YuCC5Z5J-|i%pIbZqW^nq?RLIH2kGLTDK;z2KVQ8b@`9;(< z8>s)-E%{o)aqth9aeH18PES^LO=r#$>E->tS_)QU;qIF*jhnKdt2Fn+JL7LSp&UBX zS04#8+UloGV~nAdgK~*O#2==;x-|%6Y1q}VX4aI%iG9zWRe#vC2YTDH&wfK49C+j$ z-73%vb)0IrM{Wq}PeFwBN)k{XeC3`D{0j>bhgBbZEykINlq*tlhB$W4zP~QZ4r!_+ z(dgJ+M3%=slULa|p=#7>eWwr&$OOvmw?TJd?&c+~LgrTl`aWgeE?IF%*JINU%yxj< z7k`~8(aZ!on&!3LH~e5>!C1Ai&k;#aIwV6Gq>);_TJ2KJgq3^kJkKUShJha|Km7`{ zkm{~=a_aCIsI(i9{h#xN#y@78+AMX$N>#Vl$!@ldefix)uH6|{zQ|jyeWXA}AH&JI z@eTrm)#>}k7;~ZJNre%~HHtvjHB|7?s{vLwg~VH}*x{_g%G&T}IvBEY)h!4%fJvci zdW9V+P!+M){+GQBEZOe9T&U)b|2m3Ftnm6vmvw!F^pENWm6|V(W{eY>4*Di){T?urxgy?r)v|B*7%^&HdOKKkuibb!W?Bj@W?88_Y+zd2AFPhh$d^0DPfC-m70 zzuZ2if{iq*R!bLF=oUya;yrT@=PfkfxW6C4;geSC2ih(}|ETt8jj}!TD!zQN`~5NO z&^+m~p6U)uvQ>vK2&zL2rIq1rM;MYLh-wF$J+VgrOGCM^EY?p6o;|bo>eO_T%h?{nd=gfuA%3I5m_B(`ooByzi>k~hv25j=tS&IPCX(d{uoJuiuRio_+i!exFD~L7`C^n@A8>_1ikNrUeSqL!IULE zxAFOLoIX-05nwY5)OaazqG1#CO4`h)s?5QHE}zt&E2nTmPAlQ+6C@=0aXGTZ>qRDxM;+9#OD@G_!^LqPhAjm8{IC$6x6?@bD9Ua<_X=q4H$B!) z1mbkXCWAhX4L$cr^OyJV#`zr#>LdCsLcVtcUf=UPt)ubYUGkw~pw{6s|yD=BKex81HZ^ zd3-4nOH>L>oP!y$HA5?G^}IQLRu=L#x1r%eRG9MP>qn6~GBrBkYfGT3k<-$DQH3Ky zIYG~z=OEYDhutM(Gxn*R-#pma1Y^n1@gm0-ou)NEa5QcAxZ$zQI5bB8smuO6 z%y7~Lkd+*9dY`fR&iB(B^XhQr%YKbiId!R{T4$hUu`{bzqZymGvj1a1E{HwAFv+AE z2X&iLi6TZp*ih8sm~NI1;{>Z<{};gr{-grf5R^OePkVnp9yeyJ2_&`!Qd7P zr|r=EW4B04=K#(ar@P5+Ert1eHnzJ>O7V9$)5_j5P9XPNzw7VTL((qeKBESD0>k%? z?!)1{IG#Oo`Cw@vtlm|Kk%}0_1@|+9$1R^gzy7yx{MvpPV8%3>V55Z85By)LG0QNy zpL6Q9>p$!bS3lw-Sqklo?Jn=WGvPw{8KuXU2t-D^=`%0HqhWR*(eB16W~_a@a+)nC z1g4zbPw!(2z#)4!Qlg!TU~%#Q{1P2G4u-{1zA`Mf)gF zWr7cF{?gvwz6;Cp#erw2g=8E=e|zHtH#CdzRd7+{4z~9|o(a2fFuMR+=5ko9XV2sKDVFQytP)tS zz2^~^h9Y+C*L?5zb}uGy9uioKK?2=1ZRbF_I-IR|K$xnUgublkyElgRz*OFqxB=XS z(;5<0R+ZM!F;D9F!_f%#IjN#}9ZJGVVrtQ_a{Uq=Vi{BY7>Ywi>+8plQ(d*`Z@ z33Pi`J*9Qlkj6dabRqB&j${kn6JdV?v`69d`q7_o^w$UbEgTy<1;$pDRdPUg%VkuTVp)k;sHtIXyF(UJo2RI@2Am>WvGi>bEGUs~t z13Ch3A6&EB1ua_q;yD+qq4>z~-Fr&kpi{_Bbnx&VXuCc$+Z1#N2d4*4i3y&A-1|zC z=OpZK@@F>BK3+Ybn*0c=yvT|(?OMOo`yXRkiolDG+?VIQcRJ0+Pfot-3&&&2OOIko3PsT303XRH1z&d=T}x^fM@4}gG1@|;Ly(W zQQ_xDa3p5&f})%%cKP%G+b|I5t4?}tV>^Kptf8t`KWk%8XWd_p^jAQpoX;#Cy$yMh zU&KzN>SNFDBMtvbr=fpWbdk{gGU$o>Clg@!8;Xt|n3F#F5oXrelc%je0(D~3E`fA^ z92NHtekv&Ebw8;it?XpqF@f+J8b$#5(N4e_frU|#OZ=Z$4^d3(fPq|8M zi)O&_&5UW9k7?L_`;LY{G%GYV-nZgXR!7RK=Ycy9)?!6EU94>TQ~dokRQRsLFqZ1` zpW5_;4i>%7g>`BN0BzjrzKJX&wvXoDf#;qLy`?z@DGft=#M^5M4M(vf zVgKEy;+BxWy7>4VJqrvZ`W8$i=|DwC=5_nc{Lsz)TPl%$!E693G2TXiecxW8tK z)R%qOfaulcc3W097YxLg>Q~|;JD{j z>9&9h>~1XCQqa_fBnzqQ;f-E6+A%V=prMU@K~NR8z6u2w$(IOC9@tP!5KlFYL$YrvRZ)e7I9Mo9msyko)gp+w{!QcLkU~`}zXIKd$ zF~R1{n0`OZx@*1$i#ma_%xrKK9ii|8*>can7tr5Uae<-iIkY?rIWrkr z4ee=9+6ftlf#yt)%5!-OmB7ZVH{hB+9fyfO}!DYYD?n& zL^Xopln%v%5gr)+0@lj6zQPLh&M>+o2d~~SUwyJo5r%srwTdq;<66Eb?-$u8FthvP zo|dwmNGjsCSGN;|W|@qvCzre7&)4y%S?4<88&kyco#t;?Kf#^w&YS^h9}>;DZYtwi zG#&f1ORSK83$%on%3(S!+W1PV64bYcGdx}ihmLdVX2hSvMCR~Iv%v*XKxL5k z@}XiLCjDNV`op?cysraVi>=H;OgHjKzr{DA;4sWyn?EJ+j0?!#wOj+mW|053QD>j| zCFs39@uy;98QU)TLWNi<)F-s`NdD3!GGX@t8yYh9io6xaI@wOzabp(ff9%$2 zcgYH8B)RP)lGvf}+o;8jBn6mHi|njlt%UI#=`c5uiG_6Hl^zjsknfYHw41aF_3s%2 z3U~b7&_y}X?zw|VnFQ{y=kp+Y$FDEE+7BUVm+Zsw7u#WONA<2k)lve-o3{^)ReNx@ zcerS>kQqlSIbH_6iN!^mYm!bDyJ2)cV`1=&01S4-b8btCf+|t@TN5W2ko?&%KAtrR zyAQ9)7Si3v@qFldckU978OPeRaX*H|g1cZv6 z8hbnQKj_;V;ke1?gNK$j`c|(mx~e)G^+0r$DCcg8w1HcH7Ico_wDPn51mhjBTKPm_ zwyYnAT$>c{Cyhh>$M)4ciVL=zhHWhdDo$b7!B#dM96q%p)~St(|h)g4c0O@%Ah?Sqy>y?Lq~1l+sM~7g7i-K~wB4b8w+Dym>V93*JC3vz+Z~?<8FBVi zsRPfXC9b><)86&M7;2A=`SbOC!oIs)&PHKM&{#P1)?0EK7ZhA)V_ULuUUrL$u?Q13 z3Wzg`ggOJ|r|Ek;(`2MNUz}0g)ef~ok8+Y54RGoZs3w@1RU#^~jDxligD|Xs&xpoaa6CNd;Wt6fuJ-yFK;kA^Ol)k{n2ZZcQev0y?yr`Ki#SN9}-9Nt=wO-WSij*CIK zdePqckY66oX`5@yGqXUi{cqt)O9Yz9+|6*7Q&?}1^`l#S92dJ6gZUPD3* zv>MnocU*9R!O#9YQ=7tJp^w5jGN=thW6RIR+biMM=J3h3D}Ym_|72|#FJNzU*iR|{ za%}$f$e`Tm9E@#yBUjdHh}1wuT6U@xjBx4t@39?$8N%Vlt4Ci!qlQJQ-MAzUluCW5 zRK8ANWS8QZ6;0F0p@hL2j?x^VNmdB zYe2~&)VDs5@MP@pj@k-DqTWdlW=exs_R7+gu zE3)@Bm%*IsM>$;$8aOcCR&o6BQ5aVl>Q&JRg#wQwhmvcH;UOPo|KQWlSQ}WgX|l&2 zi%;MUnEMBVnY2awGkc=DW>A=0I2e{|#!M%sNY6^jaO{MPP~xNDCG){(uI8-^}J>&ZQt zht(WmDQ1gjW@k3^^KRSkT{nh9))EKSS582Clax_d&InFR9vP;q0c`Rq))?}Y1)Eav zIV$H0brbXLByItW-`jS>Zr?^epXZFAIxs+Wo#Z7~`5@>gOtOYu9RV_D1eepXVHnG1 zoTzcMATUPk=Zk%k4@v7@!_59UEG@f^pXT_Das9J>%3~8q z)EVCA2iWNl0H3Gvz za71*@Jsj?me0ABsgFu(1IZ%AX279*eiS@6W4wtbNL}v9Vl!02ZV$7pKlG89AEpwcHpvfUS?Ws%Pq#vFHAxCpT9IOmDFX zw$^09w(SK1yTjhXjM#gNC39sWQ-2#j+sk+)J4$>??$^VFO!mz_$FpIo>Z=#;fhin# z($UUJ?1GGvWtT*wU~GxH?V|kF50~@b34Ea00ZsX5^<&X09EwlM9e!91so83Ms*``Q zPRq6Q@)mdKZ@ta7+2s;WeiCo0eX`-(ub$fZTrUth=EZn?|IOowRNSk8?>s%Am8X#QA8Ivs8dl*YM3!{5AdtrPS}SJm+Yr;kHbM>UYD?y>LY=YmX%`TemG5A0X2 z=r@))iPNR3Z=S}o;_CMHs|6i3n5OV$aLDT=)<+xECH&p+;UgEwJ^Ke>HfUDp(A`Zq z?4z+gx~>+Zs)GE7uSLStjoRr*4iYrp>UU?o;f52>*$(p+au9sT&Q?43%bqulQ(4+!L;D(f|#4jka(_K;*&5dw1sBhX-RW~_9dg| zey2o%+8aDa6nX?z9K700&jYaRuJ1jrd)iP{`lq2zdj*PIE(&VDv4{G$^lL>ye{o!2 zII2*E5o;MGmCmv(VE>DSiXTT}aU^No{P&UxQ1+JBJ>9bn$-);G3+2R#j1~rMp=?Ev zZgE*P>HHW>Ncz7$HJ1)kvF9fR69C^gX+GE8WQ2p%_{(i)|6)P(DAz*m2PCB~@6y_( z3?26khb}<_bZR@_>9v!9-skn2?(S!xC(|k|H=rigSO; z!4I?hx5}Sccf~pPsA;~pQ&_#{tN7ezRUo}6mY?YPq}gL*E43AtG;0ScW)B(_vSyzpV)?Ni6N%G`&VI!F_~A{oCnh{7B=Z|kYVuC z`KwkA6WGX`q*%NCIFPs>51F*ZVwt(umN`btm?&FHcMB zDuz@yVcYr+6P&mlUYcq5U_*!B=gh2m0!{1g3O#WVJNHmO$aI%MYrsoStyWeXmg*c` zNEyP+>ddX2db7~Q<2h7x(+;xFw2Y|Vwu8A$=6}@pe`0p8)gR0OMO|O2g*&T8X_R*9w z1)$K})sSn{7N(PO@3f{JK$`sUJ+3W=L}m|z8wo+TVd6JqSQ2A>fdM?YB5h^q$;QKY_i+}vcQfg{LR=%aQ3niuQ3 z;_lqr(DOj`^NlPpxGq#&$3KB>D^8Ll8a*)jtWUU4{2?~SbbVb-_=W99JBmK?HNmv{ zdVE?`D>lwng|tLSgFl>P##{S4E$6`mofcuMI7F3y0I5vZFT50s!HQvrR)=@WP<`0GC|l+}&Nq5w-#TjnWdlx$ z4}=n+D)@f#U}rOsf0W#^@>YlOV2e@VKtU`@6r)$O+yaYkM*b}yVqkPV-)w74B#e8| zl`I~-hs`tVum2T3g_SO@*s_9bC{zBkw5$9R{*wBpd_0r|r#p+z@~ZuYA=#uCt0pxV z<{t2H_b+c8-I03atjH>ixiWn`BN_)()|E|~=@!sbvCLrGOog-_z5Qo32{1``>XVt- zgA^n2k9McrVNO3$(vI&2R4{LYIrXP7S3n!h+ZF{&ja1PSzDm%(xzn2Q_&B5$_PRW` zW5EhJQW_z8C{W!S&Yl@Cm5-b|w`F)%3!N71h z4lP_k>T#R>0kq@Ln(xDTT}1~wef>#lBuAL$d_sTQ{SFpHTHOsiMjTE7HDy)2FRBB2{lS+j@Z$rxh=U-$?k5G{?F0N9LhOdb;c5Vbda9 zQq_AklE92rDnU071XSR}-*LWI&S5}H9(Q#4Ru1Kl+xt?heqx!1uh`bENtpj~JYGS? z4T+p)gv=u%SRA2Rb;PC$7iF`A{9@;@?}5E1W2hJAjIPIiFmA@NmG8O=zFyEDa5IKy zRS9~Hoe!ne`{1-Ghs3A&IGD24s9Vie#g47#SW=a@BQ=U-aD3Dgn^K()f7z%nP3%vO zJDCl_ERT|%U2kXvf$>saM&HGSC5Y|vE6{dh&P2QqgB{1W_m02*M<(e zkI3jm{lhtKrCn~{xN+P`_%3CF3l;~?zjoB6K}}&ETkwTU=)YyFBx-n@$RO)eN_{#5 z)lLa)&&!#y?>=MRl_Xu5IPBnaBSsE8?JRsO4F+*71*9wW>R~*F@F?cj8yxHrt~tCe z4*$O7%N^9EgP|XjvEJqVNS&nF{%ZXJ>k|`$-8(EG%R8LI^zC=(I5H4&^2jQzU&gfk z@jG$ZED@iR{D^c$9N*Y<%W>7%<1@de2UK;X4hp&VKx1<8z)m+}WdwucXaTBkhlI?fJSO9EF6;WdtMnb^$-h-2HX z@*N=tc~}|lI`I6o&PIKt3%|du2`T>D+tXAz;a^PTvu_MP@XvSh^pRtRSSqqLY>nRw zNY;0rh7s7IgIX9K?zoO)+;8f;r}p6wllw0`<`jTfANu2-zc|icn$9@qSOqa!;TWfw zLau#344(9Fwv1+gvE+QGFa2Ev`rT)J*Zx>x%kh=t6ZKgz%ZA%H-IHKuW>1@&X46LB zpe?2QX%eSmWYf)GHNp?4rt6|=Ct=}ZsaWpr8Jw+@|7x5^4+B&8UhELmg8`z$(U`nK zB+F}_mvpnmlA4Fp0~$b}cPy+GNQ?p6zRaU4N3X-sqy1T1DMV2|y}MP#KTQz;*hQKUpkxVEeHj%6F>ruwUU6X}Q1$NllWx`6rl=x`kn1 z$lN_>>pW!6Kek4oiwR&#ub^RrHk%APeH_w~&)3qWkZ?r3;RuU!1&~J%g`8Cg$JC6$ zd+mo8VEMx7zT?HmaN)&XmF{hYFfr%qzl$#gs1Z%#x`cd~3Cpn2dCP(Wxgq~fr#l0+ zZ#E&RT?7_xzDntz>cvr!uDTx*+i*&!qcLFF0%nwZFMV_6fRQ=YNs4qQuI*kR69f5i ztcd!lQA}*3EGeD9*UC~=>J==`ebn9` z@)bw*waQ)|PKC*}Y~mePXIMAT?&o3r4$Tc=-FhzSQ22mr!DHeKk&ZLqeOuE3sFMxd z)|aAz>z?0|g;b_+uzs}QfM6M}Q_o%6@-PRdnTIwRN$v-lb!ulp!abytMWuy>7=Tj0 zO{wC+bC?<(J-+U`8$8u@Qrp8G!%$uP&mIpc9Eyq+KKF8CKL{;Vu_ww9=^XPu(VPpA z>Rgsc^k0Uk%BvQIl{k3~;fQ$czr3ZN&VW``rBDeE3*6#43>+z~3GG@HS`kmg;*jN$wc3Uq-x`c2J z-MfTMo3?2_@U?^9B%Y~FI{R_-H$j6)IfZNO=K~*VorBsf4`nUX8HgNImTv9vn?Nll znf+#X0u9B&;=A-pq3;7#L_U*)z*t)wZ&K5TGe55NUghP$%CtMz5?8%pG_PbY;9EWaGC(jdm%WzJ=>(&rtLc?lk4-dyE%&p`Wf9?o?-hBRRlcH5H`}%iN z&nr$G>vR`sJZB7}YW6}pJa#Z@)}?4>t_rPrSH20}UxMy)pA9wmRI!feTXVr;8K!fD z=Nh*85}424(U4s?#iw`4uk{-DX6P$}@4=S@-A#x<~6jS$lVWoV}z>7-` z@SCEy)j)I)F6Y+Qz?(hLYX3I0QlbKycL-&6hi}1^OV!`{Ki|f|@c{;(ayl4Y^t6{- znuBENPHw-Q9z-T%Hs0lgU`X0!;`++P20JaZs56JR!NgzTDe;(M z()iURBk=+nQ#?wGdR{|cC6~;(J@1ihc2RP|f*D3+n5n&XKG;Tm|Ey!N8iumYYG)k2 z4C5@?tht4!ASuDutnZF6#8bn1wpamJh5c!FXgH5k&{)2&XFK$d-!W1bt%g39kK_W= zbJ+Iza@p=^4_Ngx72#bH!!9XZBg&C!oJ$T?VIMSwi7P)&HZ|=;TGsq2TN4v(c7Bkk zR`D0+n_2BJ=AL=?W6U*}4e)+w6WtCAqzc)FBq9v@K5)q(d0=7xjwsjD z6EMSSZ8k9X1*g5OnVuB(!g|X3mWcCl&?}N|sG}bX9iIiKPmo)Yk|rL$M)rXT%J+3F ze+Rj>i#lQ>*C7>ieA-zmp`(Cj@x%MSP@CxzMOgm}>pkm#Do4Fxn0@kA`0x#w5jeTe z&HN4)HU6C~dlZlJiJ!{k^bUj9<1qEHW*I0+%QA>)tHb8}W9z~>vY51wA^a*OAM-oA zgIARnp|VIGZ%FLJ$yNjPyT55r8QQJXEF%dN;uHCb`%&2co~Oxw*Hi2%{uMZuJqxMS z-F^o(8(`SgY>tur75?&hDg8Kc2xy&h4Wq{-VR%#5(L%m-m_9O>zAMWg8^om7!}k`z zBCn8Sj$1z#Y012Jw{-;i+tyA^cA5goCcjU&R6ex#yPEY1>lX^s zzkIUCp>RftfOapOci;bTOpgVo7_QXG&GNx)*8B76U)r#*)kR~iwhWfKPf6adj)MNb zwzqpVE@I=lT$)A676R)wXXnou2Jr5blh!`B1sJ}i`u2^H1I$NyK2DC?32j@vq;jt9 zhULT&R#~fNERi_$Y46_}Xpderxb>X}>Q6gL-T!P30}WaWr;QK)&-v_}k3Q)lHH8st zzZ@qr9DDSMUx^R1gCe4vtv^EU$j$1LMGvuqU|!XgbQ4LAlt}%zvAAYjqZR+F5XafA zOxV1`;NQWYh9Ob&Fj=F$g>F&^lA~p_V@7u32g&f0NdsQk_eZ^^FE=_@Ba* z3d_l72UD=6f&b`nD?glJrMq=5lojXeyqf0xB(N)wYkS~DIp}U?8mp@1!g-++KSd-h zv16@qg;ykHBd%$2*t!j;X&)xi51fU6BD>?B-Rj2W3zw@-PMQ%Iy~e8!MoM8XwJx46 z`U>_s4NMk=euT`;2~T)GbK%;6c@RZX8cV*(8r@Z2MUs*~pY)v-?ARY9f7kgb6sNr8 zi(=EqhSRs1Q=BF7uf(8>?4Qffygi~T`LqpAO)|PZ;0eJ&;mvpIpOA30>GmXfVxxc6 ze*9pcb0hY9MGqL=y93R~uLw0xq+{O%^8>LJF*NP}&T{(aX6QZ37_ELo8zj8awulcYCzWa^-GD^YAyksOv@Gy}c zL?J0C=BuJ}0A_KxYDsE$;e35TXt0q0b{A|_<+;QKdHyjAoM9yBJijhf7J3sRnPU6C zInm>cL1D)C>;Aa3e?=goYUBTZi*k+i=)m^)jaV_?D(LRSL#@Y^pr-f9k9T>`vD1F8 zJ9Ux~M|_o{^PHEEEb#hWCi@wvJH2o#_k$R^RV1w)anOQp8%tJ)OZ>1T-{d^FB#Ki$ zSAT}AeumB|Jav}a2iFNQexC1jq2+j^^mpMd=-|3!UQ}j``F0I~#K&$pc+2|GX-!#d zvbWKJITh%yH1a=qtO~otO;?W)%ZYR&d6nPBAL5i9m7>%{k1f)k^3&}}K$NJ^HnMsH z(*^0lzjVIh(yE%4^fe1;Ul3%puJ(XwLfa0tDhsC6$SyHEtp{#*u0=H?zak2`}!%hB}xU^xxs?vys0k1LU>I zBarv4)$GhsTU_jNB{npfLG633N6O-kL?*4zX2K>KFk7(xD?{!LGzj%wi1_ISp_A<@ z>J|nttIH#qE9wga-#+x{vf9I3Ue{@5K|vr%d`M#5+zDwM@2)--JC6g4Wdf!3Z=fal zbHz`oQ!vfv-B>=d9hXH{=?5caU}|N^<(8EYjtM@}=1j_l;b8VB-_<5zo;Bx&hMEde zDhk^wrT#&m)jPee7aMvP&T458Z3#rJT~GX_K4a0--@4!Bwm@$}u+ba7CxlI3lhZ}V zx8wYs3YmCY8jRIXIUPEr3dLtG9ss z@p0LLFW^U*nz!#L5x;WFCo9(6B+$QO(Kwtg1@onrysf+J&@BH{__FeK9JuLfR%X26 z%XGc&Oa9u5bp*Lff4FYqs_lU`Vl@kp-&%{-^;4kv$`0myI$KE6bIQ>RUxwy#x(my? zaaiy=KV&V=87Wcf+&s-RT)&dgFVue(dY+du{dQc&>C?{q9x;#bUu{Lj>){VLO8eq* zKd}+!tzVSs5%gg;$o|An7H*txZ|rHxV}^;IGApLt&mcd=s9$%v6Pj+HjQ)J(I?l@% zy1#fqfCi3Yn%mNI7o+78RA6j>(sIUEme;eO}UkCi6}MJt;bq0iy1115#xgd8n-=!-X$ ziybxz3)%;BhVI?3DjlKL_o0?m_%wk*ON?Ljv?RuLU0kmzD@1C3Y^}~Q8=P)ucrCiQ z9#Yd!GY zc&ny$5qr=5NMdoYLaLet6FnMys#yqe2vh>%G zV4?sP2=2{LKRQVYr_X>wH-+X?v-hwyuXa^5?<|gSEl2(khy)U65T<%9KsQ6A&UTwt zXcV6NM$j9hr&$*$#@7gUwHa$av#uowR9<92UN3nwv*y? z(2_E3H@UZ($h0MoSA~HOW~^0eMQfdqTwN`cbifvWCS#p7rY|P{6vN~mcL>{H|A@sxDaE!4pZT8jkIntL-j(vk=OLQ>f(hJxC%l@C?qzUrvA~W0BZ5%>_WVIc;!d_i=3FYUf)s zXTc>2Q#oB`Mx3_1AtcFO2m=(KOjf^Dpd1ff-s>3zL#4+<2U&~g=$IJj=;-L_nCRFy zp3LTkPfV;gfP3Q-_}@W#`~L&u{{;rS!~Y?<|B(ED=*WNQ=zmDzKcx5{I`$t@`d?zS zJACNBc=*34_g|F%FCO_X9{n#W{1+Afi^u+pO8@_|jm!+K|8Lp@0Dd Date: Fri, 7 Oct 2022 08:41:09 -0500 Subject: [PATCH 10/28] # --- data/4_2.csv | 5001 ++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 5001 insertions(+) create mode 100644 data/4_2.csv diff --git a/data/4_2.csv b/data/4_2.csv new file mode 100644 index 0000000..d2e9e9d --- /dev/null +++ b/data/4_2.csv @@ -0,0 +1,5001 @@ +"y","d","x1","x2","x3","x4","x5","x6","x7","x8","x9","x10","x11","x12","x13","x14","x15","x16","x17","x18","x19" +-3.18774933281664,-0.626453810742332,-1.5163733082107,-0.804331599841126,-0.213908975399592,0.235348522634884,0.196562061461095,0.617922308455229,0.698630850023618,-0.221257092554474,0.537655940605479,0.525890816836908,-0.131044322597261,0.341334100225537,-1.20634357353483,-1.0020361087866,0.350028225439485,-1.55915937207074,-1.0972656474627,-0.0950430689874302,0.990653173132982 +1.92753565051994,0.183643324222082,0.629141191579469,-1.05652565415067,-0.106723281423477,0.244825017471591,-0.419942692120066,0.893505747257129,-1.16507109587496,0.351793486239695,1.25817047039905,-0.48754435200179,-1.42409627473755,0.413666483615545,0.274205963254829,0.0259076116236103,0.405329159489358,0.201662169552734,2.42558029587934,-0.388059386028918,-0.724100470292954 +0.90806728435638,-0.835628612410047,-1.67819403634361,-1.0353957840774,-0.46458930680389,-0.642186888816392,1.16326953959637,-0.427756242530467,0.171350481896383,0.160601875688583,-0.643391234190025,1.13825077960497,-0.369662639256077,0.122035737431512,0.186821991508719,-0.448141777255252,0.0846967135623955,1.04017609562352,1.05186103398581,2.13657002626729,0.670046481793822 +0.591836251173523,1.59528080213779,1.17978114865575,-1.18556035360959,-0.684272472779171,-1.93480850364367,-0.405755971187639,-0.299901188920614,1.18671620739002,-0.124052304374975,0.457809114884018,1.21513438125462,0.85504508824474,-1.58938064620661,-0.263768028599451,0.843233322004415,0.234168192383819,0.0719577174430248,-0.0883421289149532,0.556619445380915,-0.570115902076995 +4.1376178876763,0.329507771815361,1.11765453788961,-0.500439511741913,-0.790800747071239,1.03869565173409,0.744098700602306,-0.531983274833493,0.410717706369613,0.659873851836467,0.772037466494949,-0.424830698926127,0.978144262445028,-0.787438529811935,-1.09192963649363,-0.21846309570471,-0.155031223735532,-0.0152654433514587,2.63979290593195,-0.590941639558808,0.722350774741783 +-6.41212544801466,-0.820468384118015,-1.23773594145696,-0.524988707075351,-0.338963753203596,-0.283550120316366,0.476610570604051,1.70598162476504,-1.2413394548786,-0.503849340675093,0.473022368762862,-1.45084028987469,-0.0713034476793987,-1.59206401405314,-1.32231807947585,0.476786293436963,-0.27158713327493,0.339385976810706,-1.72223732606778,1.52014344786393,-0.608483480778056 +-0.569146963913903,0.487429052428485,-1.2301645408311,-0.302432956535184,-1.26742993798974,-1.40972909454367,0.541320049434114,0.851635162628937,-0.717068398610536,2.39838533772966,0.811180261675107,-0.762925230110861,-0.162261568167443,-1.15077225987334,0.321393417945539,0.31635179394331,0.682492914270557,-0.748856349619548,-0.21015268491342,0.540915287300944,1.425783376274 +-0.0328677853471912,0.738324705129217,0.597790917869022,0.471968132369904,-1.39410593455504,0.723180435038873,0.610621793504939,0.839517146539016,-0.361744735219042,0.510285536365617,0.761197302050518,-0.481679925267701,0.337576725622917,0.271232678825009,0.303825676408052,0.626306319555624,-0.793586088399808,-1.75458588010955,-1.71569319674385,-0.158598127227847,-0.152884150627006 +-1.951208680065,0.575781351653492,0.298864408541726,-0.248383948785693,0.418924901751981,2.0310355247503,0.0581995057993305,0.665680061265694,-2.16220700276418,-1.13676720774358,0.016142977602496,1.0499091882721,-0.461293368942563,-0.44153342384679,0.435336792654383,0.588713070108814,-1.14143553852437,-0.719335577316577,-1.20651495185121,-0.50613794018582,0.364743961002017 +-3.36769287182661,-0.305388387156356,-0.110139371950242,1.25931802946436,3.21518536236072,0.730490294097479,0.778196529874269,-1.08963045956209,-0.76216234213657,-1.37872937847354,-0.46521276185008,-0.709715532418802,-0.933318391911918,-0.527558709237945,-1.08342058946136,-1.28480365757989,-0.0564457787300679,-0.119669320684725,-0.129643336372197,-0.776778757686777,-0.390797128432305 +-2.57780263623518,1.51178116845085,-0.807675019018805,0.350920964074789,-0.38029945970687,0.879153379322765,1.84546631073656,-0.0864515481663107,-0.717057147262322,-0.164860908131335,0.11173865248953,-1.60280586911844,-0.460451692900151,-1.17286424903096,-1.60258557961837,-0.348165383870941,0.850644951641691,-1.57216266973977,0.823353864151825,-1.0510779313603,0.432896073280211 +0.972061527776251,0.389843236411431,0.114539172613828,0.863318545823537,1.68362946398178,0.554556416313858,0.762380157027584,-0.749885314631992,-0.944073488264357,1.17546214016466,0.0496404970453908,1.13429375939607,2.03404138259813,-0.69810425306157,-1.37728008843646,0.700879288951193,-1.07355367676246,-1.03258890093138,-1.71065471767029,0.14377067677744,-0.884718462354868 +-0.112320184451217,-0.621240580541804,-0.179520060349557,-0.478911309028502,0.93872629806216,-0.284581054109898,0.235252871957486,-0.738054735222716,-0.568046571179874,-1.42008928152453,0.156565634358501,-0.672461772735851,-0.453417396732827,-0.416471813943508,-0.508680677819732,1.92034946840084,-0.907238774193954,0.0273509985931524,2.27725330746963,1.20054896285554,-0.263658947180766 +-0.616626728203483,-2.2146998871775,0.0548449048881487,-1.1884792183016,1.08753543743451,-0.674658023832395,-0.153094267723273,-0.0891717373523672,-0.39348070609616,-0.0225959585810815,0.582828572570584,1.27037980820835,-0.803638929383287,-1.10235687806111,0.643308728117674,0.504495280255624,1.78535183233884,-0.80537990071151,0.858667670753467,-0.00339733610986397,-1.16776328130653 +-6.45770298996849,1.12493091814311,1.29913983525542,-0.268566373421907,-0.860514695868437,-0.715488860498557,-2.30378422138387,-1.37148322925969,-1.17810401232093,-0.411832351427133,-0.239982059241424,0.853492344403703,1.66122696586359,0.80742841926523,-0.879525265230891,-0.221479135101432,-0.205659646909812,-0.836312934172326,-0.547680048417406,-1.52638663254965,-1.13166269069798 +-0.357570649286131,-0.0449336090152309,-0.434561207509286,-0.0802210555708808,-0.753712475505721,-0.270527930115042,0.305694817551023,-1.08609755084014,0.856577388987642,0.974020258688644,0.463402981250972,-0.307168834536456,1.14176023487575,-1.34034873900774,-2.16324098779533,-1.10853664338628,2.0803868201203,2.00056187089455,0.265487946129346,-0.66554605509763,1.29054744347953 +-4.59897566416813,-0.0161902630989461,-0.80892301575371,-0.123235685516151,-0.15764943939113,0.312964638983727,-0.161943516335441,-0.683708512052185,-1.55221831850047,1.37013477634147,-0.390051860856688,0.345244559218044,-0.510636195518048,1.3941815737117,-1.05426659931504,0.505191396506956,-0.543692401515116,-0.635473360518266,-0.942914383093853,-0.023547399533649,-0.650350346470778 +5.1889332191038,0.943836210685299,-0.522351466372015,-0.0994398057065816,-0.056677186142893,1.66980678972289,0.43620970134795,-1.51885918697918,-0.600615868247557,-0.604419069809589,1.03603621137917,-0.19532634548287,0.126884485035095,1.91152519490629,-1.09404645042673,0.231240601439907,-0.449162062826589,1.00214966801737,1.41805106237457,1.35352823579663,-0.296071110047732 +-2.52989359804376,0.821221195098089,-0.28771573691542,-0.834753978726521,-0.790557258498481,0.89225927308494,0.149177255598839,-0.290669036024251,-0.645965401081122,-1.11408976688332,-0.951034698438845,-0.981446103561603,0.962915652978508,0.655991846440573,1.01963802089908,-2.04032492191913,-2.16544416788947,-0.20803073400514,1.09718852206654,1.44959092588821,0.425412782830817 +3.53723737429223,0.593901321217509,-0.643213250563503,1.85777954307455,0.569549284303881,-1.01548890066825,1.02931550345093,0.249619824795628,-1.66183949443179,-1.03743391880065,0.575694860547242,0.58986673026826,-0.48738071064244,-0.750657294598783,0.880734351465321,1.97976703290984,0.180541970474601,0.210505532680332,-0.415925163678118,1.43086685444407,-1.93595649682093 +3.67019016061626,0.918977371608218,0.342818721429651,-0.498397019562876,-2.5772476763024,0.349616975947141,1.1708586937809,1.49934125742203,-0.00606522382764285,-0.611442620012356,-0.596836013223069,0.813524949399291,1.66170445395378,-0.0622682094460023,-0.109724976766592,2.74844949976856,-0.0807260979501497,-0.074496687961289,-1.38449954535144,0.481969688006879,0.476149380887303 +7.14512290045947,0.782136300731067,1.44810563598613,-1.2700546080224,1.40167785706696,0.789382859208133,0.950419708537064,0.437123173397418,-0.237350389175313,-1.46205112931502,1.07695928308923,0.780767087259678,2.3988605892063,-0.353008788936895,0.282946146494017,-1.64279107912116,-0.277741200457536,1.34569931087916,0.267113898354752,-0.903448869028305,1.66298682850814 +1.65792652513139,0.0745649833651906,1.35370666475091,-0.936943712445999,1.36431985820529,0.598191244929847,0.0695065710762715,-0.902086329986186,0.147635525779262,-1.19972043215956,0.760207876540243,-0.586543590158595,-0.110447972766918,-0.588186115908419,0.881912443879602,0.161215577281821,0.995326201601341,0.537344285497014,0.317959629049836,-0.122716570783468,0.00928482793620435 +6.40284704300987,-1.98935169586337,0.474778891822527,0.533439242475914,-0.900908017083907,2.60894528683116,0.240735090779946,0.017218947281435,0.732998902439162,-0.740438029517788,-0.872101596654838,0.528050143367515,-0.547351415258217,0.815255897420489,1.20550000766384,1.91900675575476,0.313372678597497,0.323484148883582,0.977305329055077,1.65529660684537,-1.00375543076552 +-2.91834501514137,0.61982574789471,-0.248924901665984,-1.61676310542215,-0.370611244445368,-0.785688088956394,0.859410656348008,0.222817794575144,0.457296620853666,0.0217719399405471,-0.0384900925404409,-0.311012821402817,0.00508722364151393,-0.329960528422804,1.96760803505397,-1.19375096289192,-0.569545909150683,0.184158520014762,-0.221566660929278,0.105915238828763,-0.822916518275545 +-4.72543162808552,-0.0561287395290008,-1.44368394451887,-0.317056639420384,-1.07970794478063,0.370596727829761,0.712231511372424,0.0166856102267153,-0.758208426427456,-1.59408379227742,-0.0994924578893046,-0.650220336050002,0.859538968342518,-1.37529203414642,0.42492641527185,-0.179263625647008,0.109100519023491,-0.226424763749221,0.273792659582867,-0.0208524537762043,0.443049833547523 +-7.5699338700542,-0.155795506705329,-0.983675924123009,-0.419763675349224,-1.44541815320998,0.079351562555156,-1.4228354678595,2.01055711317864,0.755282274906981,0.0723858164523604,0.95551670010248,-0.936197287988893,0.522529264609288,-1.3789550930244,-1.53958776825982,-0.0935338595044429,-1.52931726860535,-1.14813675510544,-0.0792436896837752,-0.381195404619037,1.32682939110324 +-4.81004577041972,-1.47075238389927,-1.19330120287374,-0.180855824382444,-0.815696774230152,-1.12032435134401,-1.38482714475015,0.300169698684445,-0.840902945449854,2.23361681609566,-0.559536137304759,-0.164837292045755,-0.443214736591032,-2.48145927262224,-0.257823988413733,-0.197772828672839,2.23444801485479,0.403195319693561,0.420166311531148,0.454063087397672,0.103147574912015 +-4.17228195997341,-0.47815005510862,-0.0604879128575672,0.801811211716828,-1.11948962000598,-0.250015848818797,0.234677146860278,-1.51829234939025,0.592455363822328,-0.00013631068199933,1.18064675709756,-1.973967525986,-0.377228691132648,-1.40441042450467,-0.428976783083983,-0.731769456396327,-0.654736099914556,2.19964965174624,0.232300801666419,0.629536911900486,-0.344353848329263 +4.66064965394797,0.417941560199702,1.95002254513861,-0.753917904486187,-1.86993317143418,0.551835998458229,-0.0807163825019367,0.811308247511987,-0.743408109126763,0.910370507697849,0.464507611587877,-0.225069852305906,2.30074391676172,-1.17574474208403,0.249708603402133,2.19309574452032,0.0227859123391743,-1.66383024729428,0.0411144984183695,0.368618989568045,0.797606893027605 +-1.50573351799214,1.35867955152904,-1.39988212605629,0.177774698937219,-1.62725461967106,-0.240805180288175,-0.547488672946341,1.15268060022294,0.939146759289495,-0.480773070649446,0.292501038352029,1.14959850811317,1.22404540903673,-0.113327015501334,0.631311337937825,-2.47120230042219,-2.23865822354142,1.64580239564375,-1.35480267356848,-0.86580566362172,0.0899458231399023 +4.09265113727896,-0.102787727342996,-1.18108188326131,0.208342849029637,0.520012561465814,-1.24004737470968,0.146213387192445,0.751534119436999,0.470404443815813,2.22141721281861,-0.426389326863208,-0.38895448492146,0.0970706253684808,0.862329013171853,0.446938851749148,-0.523948025228356,-0.22112824706844,-0.497293616658861,1.39627579939488,0.946879762973944,0.902361373067799 +6.17385802178218,0.387671611559369,-0.242625812209769,0.803137224950544,-0.935613397054359,0.578327713304258,-0.0681117982241188,2.23636877736382,-0.336846497448095,-0.717292708424918,2.88368728015539,-0.0929842143884523,-1.72194966307901,-0.260148413814649,0.997066443514849,0.887279028948445,0.680267984367861,-0.938968820996902,0.485329633450286,0.423162169989924,1.62355937245227 +3.89587560309615,-0.0538050405829051,-0.372181381833533,-1.59508148652941,0.93212911551855,-0.390355103686955,0.848256028247334,0.692515229572815,-0.232739077483445,-0.533504192622102,1.58696579811025,0.48962806544672,0.322499755941165,-1.1908887892737,-0.106716620947376,1.21026364376179,0.203837871238751,0.592848781106191,-1.1396561724938,1.4473973364369,0.58824068372112 +-2.74369134594323,-1.37705955682861,-0.560563330944452,1.5995836568912,-1.14049829660627,-0.0630619396871961,0.750380550544538,0.246661335367066,0.962764611497732,1.90519787242161,2.95046579438713,0.197404171520841,0.493262074434356,-0.918398150402923,-0.935617843068865,-0.954841349997712,0.280953262600439,-1.25693269542543,-1.88013921005457,-1.32538501075802,-0.536843420425276 +-5.33575617185234,-0.41499456329968,-1.00399608797403,0.499270633184912,0.514504421993075,-0.152325415855403,-1.08140451206662,-0.602094656999606,0.873072361063139,-0.295058396133043,-0.497386124742228,0.506004416796386,0.650148070201748,-0.323317272094017,-1.12618928707778,0.459998535679718,0.276458108747305,-0.0172252274050337,-0.566697342181112,-0.542045968917301,-0.804815421669714 +0.188599458135341,-0.394289953710349,0.883912871401993,0.367614095478572,-0.881568146947087,0.22310972040575,0.369325419597603,1.08851619263059,-0.0698686339375312,-0.730604149474318,-0.514461882225836,-1.41007446582852,-0.611352242596958,0.829305741170291,-1.15674042531828,0.416126025604503,-1.31371231218054,0.545140346606887,0.665879461503181,0.290834305503705,1.38525881866624 +2.84695110281693,-0.0593133967111857,0.193539953347855,-0.410530161800342,0.379954961072281,0.882838850290749,0.3548182777346,1.71055308079501,1.37217734460275,0.109031304348033,-0.394757565374408,-0.867130651971273,-0.351855825915651,1.2115543986945,-0.786661311970973,-1.11789317515404,-0.199045141215787,0.393366830596723,-0.655084706878341,-0.0520351448155248,2.11627079464779 +3.8423322872612,1.10002537198388,-1.52390517629544,0.927350419149043,-0.639810012251023,-0.13757509915239,-0.00965274988105065,-0.0465846495107747,0.269540506066566,0.269480909426593,-0.892964951519626,1.24762888842115,1.32561818068663,-0.14764394482558,0.99560187462833,-0.110517925631082,-0.37337444168843,0.763491715087104,-0.959077935682603,1.20018761446129,0.170476994189564 +4.68489251845595,0.763175748457544,-0.295123017433639,0.864516079072593,-0.306678213499831,-2.10890372521754,-0.876200878942924,0.6542714111737,0.809082820520017,-0.927927711843013,0.706880337928535,-1.05641463164421,0.485804087164257,0.130809102008619,0.56100830004376,-0.043334997084148,1.11269753464797,0.239112215758182,2.04977772383426,1.6363755934168,0.341987792037091 +5.19121580002363,-0.164523596253587,0.111500238254703,0.722152286296597,-1.54973164588416,1.87508621721341,-0.028408217972834,-0.0823046586541148,0.348595962410686,-1.07784049926626,-0.777550403613241,0.149305159350764,-0.590181034336506,0.629828241783828,0.533108628733405,2.0842503679385,0.400039746017038,0.459673005388073,0.650945674146483,0.250282195236801,1.14625179763813 +0.193586814524535,-0.253361680136508,0.81056552390204,0.271265553408576,-0.620588275414483,-0.162379495576786,-0.762112440015602,-0.31283356455768,-1.85462767376865,0.708789745372165,-0.168315734376962,-0.865012222790216,1.2831012528735,-0.0502800597774501,0.415333113076445,1.32895637634727,1.4140908348512,-1.62139609602471,-0.0941972686915695,0.880673288469851,1.72910035141138 +4.11063159682413,0.696963375404737,-1.45650659428234,0.314108145503145,0.524339003331788,0.43519013883165,1.16422524804152,-0.656119906990768,-1.33884246920368,0.890377223825114,-0.108432390441675,1.15939105803381,1.43843305853932,-0.655065752904731,-1.15335580559468,1.47649544989283,-0.849529229970533,0.491411257482867,-0.742953172518426,1.26172991760791,1.36134317608692 +5.01907418229489,0.556663198673657,1.70781478529964,0.755523748554818,-0.121997858305858,2.03855949881921,0.475244888116866,-0.167432011622047,-0.527600095813106,-0.399457557189928,1.45424948738791,-0.0232914803912425,-1.05845313620187,-0.876589401830637,0.326338636553183,-1.2388138794438,0.414418409727281,0.695011512791784,0.294110141738591,0.414625035064273,0.623905129058892 +-5.63572521825509,-0.68875569454952,-1.6075794717338,-0.189159640661892,0.0618200403841546,0.161290719023001,0.603328627214615,-0.494687430808515,0.766487075083733,-0.575428678032736,-0.988566993519592,-0.0205224572513119,-1.98091329296259,0.486225382018134,0.0656484394892813,0.593191396261611,-0.589947524539003,0.605874878577045,-1.97681906938149,-0.334378258173544,-0.903113596176968 +0.0329427902606645,-0.70749515696212,-0.031664846163166,0.377242685670962,0.237548160639746,-0.657840857180086,1.67501605038838,0.153503875630653,-0.322820080521519,-0.792542436619877,-0.754867774848241,0.128394934280664,0.0305310559301861,1.97038662579573,0.868194522175807,-0.0111428896808474,-0.0915052903443803,-0.394798076132844,-1.09505321249002,-0.0391240464958169,-0.718578775476756 +-9.12581484557586,0.36458196213683,-0.859039876500424,-0.408232945062733,-1.04114543094016,1.20728484291277,-1.65851833253485,0.522415627148304,0.4976633350482,-0.583867214117114,-1.34141101686864,-1.16419136242515,0.0694216872429927,-1.64333921108988,1.46250288532644,-0.624630038412377,-1.66930373823188,-0.0831987083526122,0.642504131858335,-1.08799014383741,-1.69448191834598 +-2.01774028411296,0.768532924515416,-0.814489718968075,-0.266092109068576,0.587837969921029,0.787357920849203,0.743926076017872,-0.886012764357615,-1.67741252726862,0.626024303562979,0.243432685676712,-2.30649874913833,-1.60329702156682,1.48459500853494,0.069667867529489,-0.873609530105927,-0.139739667935158,-1.44919396992275,-0.583588776900978,0.682178520255538,1.46889397358401 +5.28434146650141,-0.112346212150228,-0.723890696271903,0.0862651571264727,-0.328531337684221,0.580826107794332,0.485889671954193,0.67570564327659,0.159185022060273,-0.24342393569337,-0.286475451438886,-0.0391377038413414,1.3742475317852,0.582923393741532,-0.422017596312314,1.89979425236661,-1.58027732174115,0.76668532363585,-0.0442790511334969,-1.38346703674718,1.12425085358701 +-5.40114049179737,0.881107726454215,-0.590834097274043,-0.198512697126922,-0.700517698287638,-1.19035956467794,-1.1886723793048,0.594805306848281,0.0108636049301437,0.0175862473182626,0.689497460459032,-1.39007028440838,0.979227035177388,-0.385410269380796,-1.59146241306817,0.0379363650314432,-1.04421582772291,-0.160319277464476,0.142915175250355,0.832220344740062,-1.26649675292745 +9.75574750096076,0.398105880367068,-0.624171760356698,0.561087730424937,0.650612229048363,0.419915653253725,0.352357443219755,1.44659871361358,1.34492329698351,2.13391339742464,-0.757318131288957,-0.503248483055114,0.642138781441237,1.61602945161322,-0.221090237925111,-1.47443219610453,1.24503074832675,-0.422607737722071,0.195882529863826,0.881752884143305,2.40459860500926 +-6.36839668829508,-0.612026393250771,-0.7980645543058,0.447172462836175,-2.0011968577376,-1.15479502679246,-0.00703902688549675,-0.750057043926789,0.201634381114488,-0.128344223057878,0.501477201405632,0.141303257371194,-0.0380915417681892,-1.7603764439672,0.810993968645824,-0.106228861379606,-1.05046552560581,-1.22820977427779,-0.0166389918683489,0.672571278918285,0.201021781699486 +-2.40511339870253,0.341119691424425,-1.26518502881076,-0.267543879015575,-0.728348416330441,0.883663457860152,-0.35030481656698,0.771574075737176,-1.20501215392307,-0.564358307300532,-0.863302625276258,-0.281173987700013,2.04315261732285,-0.813535102300712,-0.0597086263038252,-0.809707654902377,0.297013587297961,-0.181328368051722,0.845099400505863,-0.315574889594054,-1.15911133387671 +-4.00946236694005,-1.12936309608079,-0.140440195527255,-0.313884022371965,0.529825136896499,-1.43121521026741,-0.881873962733555,0.0580809871706353,-0.337356881253334,-0.147775933481572,1.67750491815569,-0.185152529659762,0.719815159173571,-0.590699646160013,1.28230075277777,0.00435572083326349,0.462851427519387,-1.99546998762898,-0.0375016285214191,-1.05515165878919,-0.635524968386682 +-1.00058121813944,1.43302370170104,-2.0358179466944,-0.610797524258953,0.802799184411744,0.433282084745223,1.1982119933732,0.349876378776351,-0.901277164048224,0.599481346335933,-3.43125437379273,-0.820687669375855,1.17405591838029,0.0470748343192277,0.910879020190503,-2.46424120564958,1.50099852942001,1.65730777716089,0.424448924751306,-0.722574824792313,-0.811080112098826 +7.27181963570358,1.98039989850586,0.856396068435357,0.116318570938998,1.34186268244351,-0.35661282237754,-0.124834042178718,0.706155775533495,-1.29741314761249,-0.606684684830369,-1.27054137665917,-0.23915808870973,0.114280602571376,0.0159542480502387,1.49570173764016,0.804099258293211,0.473831822942707,0.230582122568067,0.26065556327471,0.838912714575886,0.259413529765453 +2.5293905743376,-0.367221476466509,-0.497362289939476,-0.804115013575725,-0.0630940038032223,0.361730174936094,1.83479961977287,0.175527374778361,-1.77219802156491,-1.54761989040209,-1.83629474684658,-0.667852616334528,0.589724024841083,0.448743442864799,-0.128131895387904,1.07346195113604,1.25857831636311,1.73051641869739,-1.31000789689612,1.59049179497817,1.3797904196566 +4.24594480403739,-1.04413462631653,-1.08771811183598,-0.200625669624477,1.13362688724705,-0.660147606282372,-0.798907092437019,2.37052299272212,0.937689868138497,-0.0956045547171539,-0.519611910714522,1.29724538484009,-1.01925837759964,0.106626739202906,1.77331271863545,-0.128694999454754,0.302828532960921,-0.151925136013022,0.770997106578922,0.783886612566255,-0.101082510590689 +-2.09178048783563,0.569719627442413,-0.730084803438608,0.338996976354304,1.44690831408705,0.165218881854999,0.559121336666819,0.400603625972056,-1.44895350333379,-0.916862883287917,-1.96868290688642,0.427877009097178,0.129290021454276,0.289500082506164,-0.463895976549217,1.21299324148061,0.148882727103038,0.924571860556964,-1.32992477953374,1.20247424637787,-2.70803962789578 +4.57196826426669,-0.135054603880824,-1.62471516167591,0.338221365994152,1.00131617083846,-1.68315892346318,1.47470308812253,1.55881827797155,-0.375893992998654,-0.194462278128924,1.15992590055165,-1.02935880176004,-0.27532686111974,0.909731212326348,0.325403226290619,0.926423307580665,0.66918889324074,-0.320478554713715,0.761424239612551,0.442507692902308,1.16395938982627 +-2.86331800033412,2.40161776050478,-1.76536162980284,-0.709229418520823,0.877982518946604,-0.366686670123982,1.29252406001425,0.32025379495198,0.935338610438084,-0.785999865847837,-1.0929716293225,-0.893881336996704,0.7650733063576,0.382222876743742,-2.58896519770746,0.766932459994843,0.0499091593343057,-0.1681454240672,-2.25269835904051,-0.386569844758928,-0.178675148856444 +7.14974386467809,-0.0392400027331692,0.515454013858314,0.522968880381725,-1.3657883308818,1.77053391778422,1.77013875105386,-0.957259785358516,1.13782508101838,-1.46914313512981,1.12547187856886,0.101746084390263,0.183424216422489,-0.326096179099099,-0.450712793474423,-0.613377559366089,1.27556487115152,0.140981709041297,1.45153815361711,0.980262196894485,0.956251939275777 +2.05021229482966,0.689739362450777,-0.277798904670782,-0.35364528358089,0.946030920823094,0.459259630614969,-1.11206457214487,-1.32439450946686,2.36506830117069,-1.2563325567327,1.69257787238504,-1.33002365328005,1.40373356894521,-0.347327127661863,1.44588874006543,-0.117607727713827,-1.08697115255228,0.753982093114012,-0.419426867344793,-0.998595250105182,0.591431701124862 +-4.97604694956009,0.0280021587806661,-0.783165186476522,-0.778078761287684,-0.715213622736162,-0.288203652744914,0.692627113519369,-0.824729141645098,0.71245466793669,-0.663523272491776,-0.714489303777442,-0.284681735663863,-0.899366596177058,0.465317053024708,-0.281120820722417,0.705833205926063,-1.85564936617599,1.0337504061208,0.663252595025265,-0.819434932227832,-0.651824098507223 +5.58360090666475,-0.743273208882405,2.06073047775879,0.797303228110001,0.618219133421647,1.32211959219876,0.363946336636861,-0.0426982714682856,-1.18936431904834,0.58708534895006,-0.137625975404088,0.46547606799404,-0.523541111722904,-1.38491716571383,0.345104139247982,0.573526216298855,0.493051814146683,1.74586320926406,0.385259839891749,-0.224219008460781,1.50204466394982 +4.8351648541315,0.188792299514343,0.339455899184952,-0.905451522998548,-0.760013005544831,-0.00368330265973628,-0.804760157162551,0.332356900701642,0.734814625795749,-0.232990927643962,0.224115479044059,1.58338700847874,-1.66846785634675,1.46929344763938,0.271753362523749,-0.0680959355386093,0.491980717779387,1.86866927752555,0.313265860367742,0.422861648759319,-1.78212340383037 +2.06188285949202,-1.80495862889104,1.06638688541779,-0.961035475141652,1.73451834023305,0.107117140486998,1.06790345513445,-0.755011254530447,0.454388478255559,0.0355856055353179,1.10189602632012,0.268985580689591,-1.12984297308533,1.50840005776175,0.439857476914976,0.95188827558201,-1.54149239316629,-1.27276823818621,-1.38075862988092,0.00985888810871266,1.14474189877877 +0.283353629612062,1.46555486156289,1.2548038884879,-0.257335842809949,1.18830305612041,0.762057178748448,1.18208366408728,-2.80401312210284,-0.460929356197129,-0.668553154265097,1.47481560295898,-2.44541678026703,-0.0672797399724178,2.17008520687866,0.0517224794332133,-0.292927200954439,0.0825686724435047,-0.495454068159603,0.273091369997973,-0.0632678289829751,-0.405139449559819 +2.10144288101377,0.153253338211898,-0.286253766604302,0.410836377813335,1.48458052366556,0.771655274813296,0.106025621597847,-2.48747172525567,-0.797685495108228,-0.757865357393748,1.08131908665565,-1.17686979289282,1.73815838144978,0.619005429041804,0.621436364157453,0.750131647214075,1.43974801409114,0.132913711595262,-1.49984090912831,-0.162706441584434,-0.238668548549895 +1.91963822973227,2.17261167036215,-0.331015572091784,-0.395040196360041,-0.733095173462807,-0.387106308618114,-1.00775506810745,-0.387242412663614,1.37033152624351,1.67076695335686,1.85263428661788,0.00476815071500006,1.10116871976041,-0.868825402545582,-0.757774078645502,0.0243598624664061,-0.306779457674093,0.543705139551149,-0.19053600995315,-0.23700339735069,-0.457872698592883 +2.24734954157984,0.475509528899663,0.622383333209509,1.08204424227793,0.104591540729594,-0.281413750339641,0.0117281318226057,0.672910922579367,-0.670272486650385,-0.047920587280536,0.822423935538406,-1.33477689364907,-1.04247933833032,-0.970088152399075,0.980327876694644,0.716902378283763,-1.53016051582453,-0.456299578126602,1.85873449670141,2.35058400998995,0.283766053059776 +-0.810233964167013,-0.709946430921815,1.91795894024574,0.0523596505032086,-0.73602536802525,1.57950287964701,1.22683233154868,0.477117607710975,0.316482286889997,0.486614833564203,-1.44589827776696,-1.17751650826974,-0.951807677091177,0.6718832220967,-0.567298083797916,-0.774966364517187,0.254160149788058,0.20405749540376,0.00378542895724474,-0.654980233852091,-0.296580413453092 +-1.83838637723043,0.610726353489055,0.974227233260698,1.25492035447036,-0.0525585859353338,-1.41540520463817,-0.00142214209108935,0.305226861481574,-0.296242473854998,-0.359221556992623,-0.491598722275567,-0.880773614091049,-0.487156470302174,-0.747627717579401,0.434524781894545,0.162511443656284,-0.861663029107721,0.38177165519421,-0.262924113126955,0.177343965428168,-0.866858532338393 +0.722000048917438,-0.934097631644252,1.33379025986453,0.0220720577805714,0.440786114503408,0.0458450909216314,-1.27230765246547,-0.0622480724659462,-0.606365093679691,0.019282465649515,-2.06406470453898,2.07325720105183,0.375651571906874,1.38576457076206,-0.113313172164485,1.30124088511159,-0.337785723574057,-1.06237519759013,-0.983081447580911,0.582997780134742,-0.245432268554478 +-2.48448501528698,-1.2536334002391,0.272796184923579,1.11233885993898,-1.07879737027476,-1.03551850738804,0.430236752705772,1.01883744523803,-0.767321344925341,0.340654274686104,0.510547795837296,1.13777623762206,1.04195088365275,0.477417474526638,1.05328528134702,0.170794954107078,-0.0200252798034165,0.44343198595002,-0.966276392451766,-3.17547767731556,-1.44556902128263 +2.29573948821371,0.291446235517463,1.96492237497971,-0.35820492031508,-1.00972592748952,-1.36290637253831,-0.244613029588452,-1.0523532011146,-0.474921349360707,0.954037851252538,0.53741602859085,-0.6983667458349,-0.190181348462888,0.0913625772466767,-0.392077680925512,0.619505762244249,-0.455058162208381,1.56742471975835,0.567469175514245,1.20577694710271,0.286578162411456 +0.866770854342532,-0.443291873218433,-1.33377615134045,1.93310395771566,0.953163201171627,0.750954996457202,-0.09335057983921,-1.58610625127214,-0.261062657886205,0.0925516108963272,-2.01014933445302,0.0141831484281411,-1.25529583763026,-0.505691229059545,1.87244607221603,0.483168916089628,0.9162507961889,1.82999514046478,-0.0304974102675303,-0.448152604814969,-0.146796141387398 +-0.547107204904022,0.00110535163162413,0.0439914580866186,-0.112592256384446,0.587427876115251,0.967222623429054,-0.819546534516935,-0.374564906045182,-1.15298605741666,-0.567464479568269,0.144977292231972,0.579593770973881,-1.82914511248683,0.592363742221426,-1.87536776604429,1.32548188644002,0.0497196307440307,0.109958908263751,0.167888673334033,0.0452104437780473,1.66910887145951 +-1.47567478802243,0.0743413241516641,-0.414380614998289,0.832030225000492,-0.509539249229339,-0.780633601382576,-2.01653855231421,-0.218676074860224,0.587998198370197,-0.970336925580957,2.08846736950715,0.275108027384722,-1.14943592459862,1.44837029467255,1.32673380399474,0.534373885619689,-0.608516504831231,0.164723599407275,-1.32421867822414,0.686816011853645,-1.80946887005697 +1.82944405030604,-0.589520946188072,0.784792630808824,0.98156350775001,1.63219358391522,0.928381204644187,0.774481558585972,-2.46099075251557,-0.797696442920334,2.82465333214147,0.11871005526794,-0.928711224208651,-0.714451307838747,-0.710946931473825,-1.57792432228047,1.40343689409438,0.161230977942024,0.195507453212858,0.525684015688762,-0.129451796971262,0.499973940285217 +-5.27867818802701,-0.568668732818502,-0.0268803021057377,1.04108647927593,0.445740590974701,1.52612913137074,-0.200906390874011,-0.353009399985653,0.328475960627589,-1.49708376734861,0.157999107509449,-2.38392411895127,-2.30696349791125,-0.284638385668325,0.734118622185434,1.01631933208644,-1.16317791994481,-0.139909218028024,-0.323018378203109,-0.251123768008328,-1.23415874563005 +-2.6332501596314,-0.135178615123832,0.394229158194951,-0.0558473331094453,0.371666349449897,-0.223868252595238,-0.634235786448572,0.177162666960185,-0.750399245263934,1.50674180523237,0.914772333686186,0.721193468078162,1.03670860220604,-1.66925938207637,-1.19557566684689,-0.117220125988981,0.590389381300798,0.787720548053491,-0.488244921822966,-2.12336161561128,-0.632070443567172 +-2.65721644312314,1.1780869965732,1.41734725905784,0.175717096827027,-0.708592639119941,-0.555662812167767,0.304042106455059,-1.41986550477908,-0.801525708886819,0.634212502396448,-0.973751454666989,0.701602769647748,0.269220676764802,-0.250594572967453,-0.765696153148418,0.515229742988963,0.113501223489161,0.606971212705388,-0.087928382074413,-1.55290215215613,-1.49299630117029 +-2.0451769353419,-1.52356680042976,0.0331760477621503,-0.910926236910648,-0.602155044722865,-2.05578826319497,0.0958367179600749,-0.578642662117449,0.843469593690893,2.33441292681898,0.0953736744910572,-1.63624528382719,1.16592954662804,1.09865360133457,-2.03382259885968,1.2829431412747,0.471168253157402,0.767869769107255,-0.859358013816801,1.08054970953849,0.20499646984779 +-4.66340035317393,0.593946187628422,-1.03038952395481,-1.53263370503972,0.195986074030942,0.58458083772113,0.937605623879574,0.58075743231847,-1.21545427796144,1.73083650560867,-1.04910267616271,-1.3682571577096,-1.15771266011304,-0.809466336396728,-0.0282248640414145,-0.246942496436349,-2.62243871391372,0.335357587294348,1.36156754914168,0.725636681913233,1.21999928860863 +5.15376152466563,0.332950371213518,0.936442718837511,1.04382315736031,0.100103510155704,-1.45403975786279,0.458534074533592,0.780862939191199,-1.13993252984085,0.235010763386308,0.113794806474279,-0.827035668956561,0.427016311504687,1.12434016010981,-0.715580733699556,-0.0127442634011508,0.995810435961533,0.10964473511134,-0.267483149799539,1.0354130390157,0.761354185527957 +-3.80814858043263,1.06309983727636,-0.941885159907763,1.26713772360634,-0.205055505214464,-0.143435379796499,1.14130260370289,0.436331700066417,-0.0479698964890942,0.100516776137455,-0.287879420209657,-0.252746381354019,0.0199054401821647,-0.402141340316419,-1.69465915227107,-1.25340531579483,-0.524532560233728,0.472353501881662,-0.520654614866305,-0.083118016221158,-1.2374327343872 +-6.88860118293194,-0.304183923634301,-1.22273295363584,-0.745742412725738,-1.84637498931495,-0.0294261083043043,1.27495936601038,-0.583506649815229,-1.46716741414546,-0.701259358728831,0.256606379326386,0.322482189135253,-0.285157664067852,-0.322382990267822,-0.7542415925472,-1.24664112742671,0.399312451458289,-0.11463952107682,-0.0505300185533915,-1.88829722506252,1.41266290202104 +2.70736740637827,0.370018809916288,-0.569167180035542,-0.214620940232695,-1.83931259285823,0.230799422418742,-0.856441475468149,1.02332681239765,0.4792958107485,0.0183126126122117,-0.0941951985175848,-0.407914769739796,1.01551474706933,-8.42133737672191e-05,0.338399921092973,0.326156822706032,0.475832616964782,0.307885193222522,-0.627025480111409,0.283940266889351,1.19722201980643 +-9.4116979339218,0.267098790772231,-0.958540215269528,-1.44083173761055,-0.571953491140726,-1.9214105210415,-2.04271385994181,-0.687071385701164,-0.722205140512155,0.58189442565652,-1.11912698572158,-0.578404786408872,-0.0766518058814713,-1.15234756211541,-0.0387160922102274,-0.656013064736921,2.24157897983664,-0.32543566281384,-1.4441345758132,-0.40439208726104,0.373243683303048 +-0.338674265966902,-0.54252003099165,0.831682208160167,1.0364622917442,0.462358037444573,-0.396883343299553,0.432273739647299,1.3834656204023,-0.691792405336707,-0.0245366221956575,-0.911585216260451,-0.0941913834527069,-0.740632338392019,0.765377156778201,-0.717039917899865,0.536781998691124,-2.16558538734375,-0.196733938927545,0.561116116284468,0.253424050130536,0.280392108846302 +-2.3269283249258,1.20786780598317,-0.433652437683531,0.186542301657165,0.736835992366419,0.381082202354837,0.39593534487908,0.165240653631596,-0.833780828910228,-0.128954845386161,-0.811004586386018,0.0259178630518652,0.613312474579027,-1.51248970576935,-0.259107489271862,-0.435580841938169,-1.01148921689093,1.28917762112667,-1.74580600673866,0.739645751629806,-0.483398226112837 +2.97413418126067,1.16040261569495,-0.327394696520953,-0.0163529937161303,-1.46063693624551,0.100991481306194,0.590817675454402,0.778174648150371,0.11101650829751,-0.283675476724206,0.558207105665036,-0.209647013968491,0.365818612370931,0.824431373298202,0.0174881800563542,-0.14002079865986,0.92852227045339,-1.23793084817057,-1.41152672734003,1.29521749150063,1.42797614708049 +-4.96030905298057,0.700213649514998,0.65085200889396,-1.12215993279609,0.444535742975606,-0.184514908176284,1.31092530998139,0.128904553573966,-1.10563275411884,0.760083789775919,-1.79687196762869,-0.239426377124711,-1.02587285671104,-0.216796684897251,-1.42157031220021,-0.456489013675453,-0.154318678481477,-0.214135268033478,0.0798784796218718,-1.06601234950183,0.0484903433118128 +-0.470945736889672,1.58683345454085,-1.67568081783651,1.21831762332484,-0.292324669743256,0.369919983931506,0.243082252147037,0.541177561780897,-1.11694047686787,-0.340656907367582,0.0336825243281816,1.10124120545173,0.154457762573578,-1.52590047740836,1.08646024782742,-0.715276162223035,0.759461608411323,-0.450126454583518,0.437809980745919,-0.558067493901345,-0.548934645735901 +-9.98481177758625,0.558486425565304,0.407437795884358,-0.209420113116788,0.526452744242569,-0.0625362147211622,-0.743848788546097,0.329174439620542,-1.30866170608333,-1.31138933458388,-2.73268149767183,-0.715359364827839,-1.08647447957444,-1.93933897703905,-1.39872744471559,1.10812818753962,-0.640674976485642,-0.566225798467134,-0.0238946737709668,-0.664785153357377,0.614232705379614 +-4.71586488735731,-1.27659220845804,0.224752110222098,0.31089464858925,0.833339078243504,0.3328034101433,-2.44353892695189,0.143892423930074,-0.838777880601167,-0.180931092631634,-0.794525625175639,0.350194576269498,-0.0463564723155585,-0.817213811795594,0.822760874594515,0.443091699123224,0.904813638261682,-1.92963781909412,-1.16184532834079,-0.12891644568502,0.911993933563676 +-1.07985734667996,-0.573265414236886,0.0114620334703514,-0.105279048114901,0.245988546979074,0.124819406901888,1.10718447736901,1.87620039870806,-0.824448360690087,-0.656636837085649,-2.29456022457822,-0.0403438553954011,-0.591536703950535,1.0799470930697,-0.128941980054376,-0.275531471711979,1.3134695285247,-1.21666402224594,1.34737129422056,0.515496103653092,-0.450965084114458 +1.28353048456736,-1.22461261489836,1.13658529261405,1.09624860021844,1.4219945754803,0.0102870231375279,0.863190914399543,-0.577349655373008,-0.904868508860088,0.972832197297612,-1.01833878028361,0.021564829783882,-0.0276476541325841,-1.55409440544205,-0.683334522007673,-0.965891619561817,-0.812754192341509,3.31956054566841,0.802661094017235,0.317663053462868,-0.503210297949374 +2.43807212354096,-0.473400636439312,1.55099804227351,-0.248938696688034,-1.56058439545564,0.988002167318209,1.08097046131475,-0.130355229507675,0.969150021136705,0.253511103942121,-0.77999240882689,-0.705773497134867,-0.286272499168831,0.776044496610045,-1.78998071670923,0.845110112019983,-0.0397837190935248,0.312087455193713,0.203621286947266,0.231436905863199,-0.0752108426911896 +-2.61016752786765,-0.620366677224124,0.88308333375959,-0.504511280586108,-1.11017561080015,-0.847717692871042,0.14336140163271,0.559579682705075,1.38459888160251,1.16862240983946,-1.6201602508655,-1.98942750576932,-1.29710805219132,-1.37016203942243,-0.970625924689883,1.36904500873867,-0.230188657904649,-0.0270529192289592,1.01719899642458,-0.311850321643191,-0.499371164246516 +4.26678541764167,0.0421158731442352,1.37871278036604,1.29498590635853,0.762027057193093,0.821972743506348,-0.311764075492373,-0.571457296801182,-1.42440285090074,0.338775828999032,-0.621212211848666,2.39987243241353,-2.19202533219892,0.284391477406203,-0.338015288039974,-1.0518712472608,0.515445521009617,0.671485368675437,1.17443440602748,0.278554308994546,0.107850571633512 +0.353789967108043,-0.910921648552446,1.34232365709823,0.152585147746272,0.193283331249887,-0.815254470425157,0.521151333833401,-1.44942734111763,-0.924536195359665,-1.2930912900034,-0.353410875696289,-0.902146360293655,0.717680192313761,-0.66568698102639,1.44667363560938,0.0601437290224655,-1.41323261064489,-0.403377381811428,1.48595618018235,1.09831707079717,0.456779980885297 +2.46407536131393,0.158028772404075,-0.756542158367391,-0.311574373940141,-1.09548729124201,1.0642143259481,-0.357234721192976,1.19342139375452,0.318438841805381,0.380720364671061,-0.0358139542993887,-0.659996938942862,0.168141460022405,0.651187698648197,0.671965411685496,1.22736458812892,0.198728696312102,0.471692174041048,0.224244098475744,-1.10779980490373,1.12318961110313 +-8.4497833000161,-0.654584643918818,-0.299066939624411,-1.07020040958607,1.17274332346989,-0.767911285774445,0.103560283219801,0.256074675023799,-0.613895503961484,-1.0533058887916,-2.0082755789237,-1.43497064787314,-1.80613326997938,0.261147644305297,0.555370405913901,-0.535583955789269,0.23250934947202,0.19181193430616,-0.2467110340256,0.53649334777836,-1.34662667563913 +1.33610721732467,1.76728726937265,1.00291360479628,0.569858455568709,-0.197942113230165,1.30222457001897,-1.44719263758609,0.580709272044118,0.462043925188684,-0.403159682714902,-1.50973499804357,-1.13731432905392,-0.473366457057152,-0.75285712404152,0.9673380034487,-0.103453099208467,-0.329726760549597,-0.509892211603397,0.0727469766921461,0.812605592351622,0.592621591774929 +-6.95314535851466,0.716707476017206,0.568092590519855,-0.48945567782659,-1.18686927095612,0.477090830252421,0.599084505178975,2.13339580767467,-1.06180095776383,-1.76255677862669,-0.122571495645149,-0.0584885549912538,-0.179804424078557,1.00386356765831,-0.668234893865982,-0.227186471734295,-2.64709024271876,-1.0106615080862,-1.41980875649125,0.304756043191576,-2.33490676691329 +-0.0705208448040875,0.910174229495227,-0.31116117793541,0.250764609309748,0.55294822232102,-0.665052922441662,-0.447034940479653,0.939909886195435,0.965990364909102,0.731287899370948,-0.909802369265852,0.249176770331963,-0.0493680707337219,0.985214237577316,-1.57037921237953,0.274137399953083,-1.24474146044842,1.06916179530547,0.863260490526234,-0.727272763938411,-0.56143040900573 +5.77355183301335,0.384185357826345,0.722076248537984,-0.261212862183759,-1.12945157707555,-1.05142788074189,-0.918170969096182,0.447008628581964,0.21150724276169,-0.335429850735382,1.77565385348463,0.472864638215192,0.662312113762111,-0.315882487438309,0.412882343470198,-0.258419266345954,0.858022399565181,0.614532390693377,2.67184202933433,0.46292867404094,0.286271643170274 +-6.05363808405736,1.68217608051942,-0.594445712828898,0.261532301037841,0.0221443852628246,-0.95243525011179,-0.660405833094813,-1.05711058041513,1.50017553652515,-1.04846976102739,-0.623555439746226,0.18100372221633,-0.179600586802963,-1.37036591000132,-0.388338597919536,0.678016837868095,-0.435891586403478,-0.0529143105018956,-0.192407489978901,0.739104753681885,-2.23886610117925 +-7.9908501348396,-0.635736453948977,-0.872894886542647,1.43107897057308,-0.258051284052692,0.659095040661001,-0.100609698536081,-0.980705140184513,0.381435732834441,-1.96157159244611,1.25722391493055,0.629167739979982,0.635159323210656,-0.332210284718087,-1.18755615130387,-0.801118018109172,-2.43708669052597,-1.46716302012912,0.773181473921489,-1.67618476128149,-0.037210736113918 +6.82148720938167,-0.461644730360566,-0.366132753563002,0.396084835847547,1.4147874237279,-0.112463610619385,1.0832723196552,0.658883100665148,0.753032160201845,-0.0285711240931229,-0.99096454293759,-0.739088094730542,-0.307014357931365,-0.680101876483477,1.17134803738107,1.71121400273353,0.192857025866642,0.0158423745460226,0.610322756217276,1.54524710727853,0.883702557245964 +-2.86620621042409,1.43228223854166,0.50863331684774,-0.475184712310923,-0.980172873751268,0.395851061383754,0.228193601236628,0.507288581745223,-0.601449227649078,0.154103110733297,-0.0822630710015411,0.0213926555932674,1.11345808874873,0.0494963126534835,-0.148282555091144,-1.78427931382055,0.743042607699215,-0.315279857720767,-1.06329843769551,-1.39704528960907,-0.922925560679101 +-1.61452054115544,-0.650696353310367,-0.126686669331547,1.78863273956851,0.0514749510293475,-0.442080409153097,-0.561891748958627,-0.0826006560460506,-0.754302554907889,-0.952726798014578,0.342062347345223,-0.599463988112608,0.0891601968872135,1.29465823914583,0.403521501503611,-1.27342146877738,-0.37619049913637,0.835947145210116,-0.349172331335398,-0.239694133001054,-1.30689018432686 +-2.41107757011366,-0.207380743601965,0.680538729772311,-0.0511099369591785,-0.471540289411278,-0.987994661003894,0.706939056876692,-0.772719432121044,0.0213129722844872,-0.247132314340593,-0.629132325794059,1.36036820287297,-1.52582945866702,0.0220033112170161,-1.16496745199651,1.09300088379619,-0.555890992633613,-1.65128759708456,-0.00432336608018013,0.853137994529631,0.390500552485278 +3.13743969268728,-0.392807929441984,0.277780285638461,-0.739458501073595,-0.44789998685746,0.662804946115027,0.298975625058991,1.76796699692249,1.58251090807433,-0.303139204120326,0.265703580799438,-1.42868866858339,-0.0784780689377237,-0.852023747167483,1.2436982708272,-0.080277380749623,0.943231729535567,0.683227718665477,-1.12332785831684,2.09009651862988,-1.65370636905601 +1.95824702555066,-0.319992868548507,-0.287982966452846,2.0793652587314,-0.784526676831011,0.267435558820564,0.234896548653623,0.921239361782948,-1.82068547688701,-0.326927708711222,-0.080921885188806,0.985351010585213,0.450402879364947,0.237939083833875,0.333067348379518,0.296763743004142,-0.92732489239448,0.963004992941913,-0.27008828257693,-0.205778154054157,-0.311846909136923 +-8.6492983516469,-0.279113302976559,-0.620240713936569,0.376672790518803,2.53961946053861,-0.0135089695467559,0.109284871859279,0.36214025264012,-1.60336937777208,-1.03478402103174,-2.12551336664942,-1.02992253248472,-0.16924186731831,-0.558417489518979,0.500553362460073,-2.01975386804718,-1.00899906765364,1.4139887611664,-2.11545672082844,1.04336763385523,-0.798010189257639 +-1.10514795734421,0.494188331267827,0.227813483258274,-2.28948775342499,0.338621411199178,1.29457704320121,0.873117441783411,0.317084768596158,1.20702551274941,0.40117230121613,-0.483031551169169,-0.258494874430521,-0.378685906219599,-0.390908348245638,0.160290542829927,0.299646741554297,-0.66617065121765,-1.19476589738655,-1.01454819958334,-0.185462279860205,-0.0800916647671227 +-1.33354834091264,-0.177330482269606,-0.443279532473854,1.18482679450047,0.667793558506217,0.205833056950331,0.701920739499581,-0.434722552068231,-0.743865264265925,0.107197523485475,-0.377807882841451,-0.681805494919955,-0.0273786345649088,0.692157021602309,1.58848895513755,-2.0614379543159,-0.849857443539368,-0.325868552505537,-0.192487903250401,0.272314396498109,0.115125559787904 +4.49120098088651,-0.505957462114257,-1.67451869393188,0.305426902516593,-1.21154112044325,-1.10436877029391,-0.433396298604174,0.874174612220789,0.441996838220178,1.12441224216849,-1.77792562123979,0.121753641741825,1.57406284493072,1.95987037944663,0.801175513084696,2.31298560899233,1.0345204749799,-0.890354475312219,1.02826748580549,-0.757330582945982,-0.356608977769348 +3.76737822068042,1.34303882517041,0.668927329809365,0.644629582214844,0.675902430803975,-0.812708290521798,0.599329515105939,-0.616873837840806,1.4001996354958,2.43400298564483,0.37684626111266,0.24808208888292,-0.0305233494743314,-1.13489160301774,0.524457522569245,1.05147072712634,0.0434627582703894,-0.816095102703803,-1.15011462174548,-1.13997696959393,0.133948273780023 +-0.691526139994439,-0.214579408546869,-0.0791361259651342,1.16372687236571,0.417723824385519,0.708756996990624,-1.06822304993046,0.202609367480904,-1.37028234177948,-0.294871727116187,0.621523652757016,-1.5896175158309,0.122313094687929,-1.28853354462703,0.691893518452607,-0.609548124135616,0.0943034988600853,-0.195855758816179,-0.345455170520291,1.19494443820415,0.115922934318609 +5.68377605780128,-0.179556530043387,-0.543924729050942,0.935334175904067,-0.0827457449436312,0.454170322610818,0.939133218931654,0.0680343981115667,0.207395147993706,-0.0296352637872199,0.646237260980229,0.736122981926854,1.69677194076813,-0.0151444303084638,0.532068253961195,-0.913424607621787,0.441366268952258,0.557347012137588,0.164459904454413,0.593592383642622,-1.30315684486722 +4.46006195277061,-0.100190741213562,0.00967644138302005,0.097982812583279,0.266257475745861,1.33943416982544,0.628957746322399,0.242113859039582,0.877125861622165,-0.296220697223472,-0.342242067393995,-1.09823392714563,-0.867378651497276,-0.480816409129412,0.527850050245621,0.681322699412298,0.341132045779551,0.783002814406191,0.794531151187574,1.23188749156182,0.0362125114880514 +-6.4839619191514,0.712666307051405,-0.464139419264689,0.768235350140543,2.13671776655889,-1.72556845611379,-1.02368945874745,1.16630072829556,0.315441343871568,1.55501861226111,1.1195600740515,-2.38040500435476,-1.06432032514352,-0.239786870775253,-1.24466788235883,-1.76049837949364,-0.390604204334026,-0.88163338780244,-2.02722835080594,0.344007555399185,-1.6390895962837 +0.141763629338919,-0.0735644041263263,1.12629957234273,1.10826970823268,-0.387492383700133,0.309608399338865,0.520455152130074,-0.747437915095252,0.356609126521864,0.970322388054589,0.53436662023952,-0.652262839849183,-0.660267350533289,0.467709395485508,0.798209053387952,-0.134813515321429,0.181625692380993,-1.08875708227305,-2.17402132597116,-0.800766031306167,0.999034266075308 +-0.738783869772407,-0.0376341714670479,-0.471037770304573,-0.385429963981591,0.411623674511867,0.558886430672825,0.749170870324582,-0.234586279138199,0.899357713177255,-1.69212181438837,-0.867045221968206,-0.16724496845676,-0.35576390116037,1.03156035101209,-0.32871655230262,-0.198455254259002,-0.0562999067513578,-0.948729022138878,2.60027965799063,-0.163468910676831,0.424559663697851 +-3.97188585612502,-0.681660478755657,0.437421700641947,0.403057220206685,-0.622785292034102,0.0968436048725855,-2.68923413039905,-0.507085561405397,-0.808059307349458,1.71917353706756,0.421471887723168,-0.599682528378225,-1.95359530531061,-0.0335945651220108,2.00199115358662,0.445924691608221,-0.861480458960731,0.372019684759533,-0.969212142611571,-1.10919809309291,-0.160525629023837 +-5.18891403047679,-0.324270272246319,0.422756772446855,-0.277458791374992,-1.07096623927798,-0.761628032891277,-1.57762522455141,0.793041326164766,0.134408695641323,-1.92994904975998,-0.708079383212342,0.221715384719035,-0.391389217111792,-0.83033276151506,-1.37467156795987,-0.262957603496293,-0.0866392976068262,0.80916545799233,-0.519886049306886,1.73186984894974,0.874006098331057 +6.46270789341148,0.0601604404345152,-0.0111967938288012,0.557313514888297,1.3508971422775,0.644064519800634,0.0524624787950605,-0.305062007439935,0.488252945837375,0.117641460406042,0.889918065734246,0.063641905666337,0.910340251626851,1.22386229606078,0.152153403093453,-0.0682066717737008,-0.737978773151722,-0.578209894811987,2.14785523402252,0.145382684462468,0.107783864939874 +-3.35114330669045,-0.588894486259664,1.31791328501169,-0.19665347048754,0.116848889307086,-1.35884910528774,0.000820110183296057,-0.00121210321834917,-0.0958939211523112,-1.85444156975819,0.781051893402269,1.28791767387132,-0.159200100382473,-0.544380606858101,-0.361970764117319,-1.07861634520967,-0.243881342366534,0.201204424488727,-2.95597903285357,1.51384247193086,0.0387868404755422 +-1.41795212553318,0.531496192632572,-0.982757926947174,-0.0819326365271097,-0.108542562347627,0.285220448149619,-0.755315855398318,-0.488145922809919,-0.580468286718008,-0.149117382112875,-0.280901422475414,-0.400650621473849,-0.284158549093251,0.355754497103525,-0.309827322010305,0.848564562431012,3.85652167201123,-1.56154408885065,0.0993377625404892,-0.493901518981151,-0.775135722486431 +3.43736694466147,-1.51839408178679,1.21325760250936,0.662346360882897,2.20664860082876,-0.241554265363807,0.0392522264326767,0.803829919052523,0.0429452685986245,0.321367882797988,0.79936015158729,-0.0121999909570846,-1.24095616581953,1.17752684074439,1.32498442562314,-2.02060763841482,0.734482178068818,-1.65830887996122,0.740948173544071,-0.148389760125037,0.452703279163256 +0.64929327757872,0.306557860789766,-0.128639667467876,-0.366146638763209,1.51918552323109,1.48984520187408,-0.580415469149361,-0.47353064403302,0.623047694414847,-1.67450258578021,0.414779085995638,0.388696226896611,0.334203631830418,-1.27695355552003,0.641260390028806,0.827197604829484,-0.340453990847457,0.641459180212905,-1.44067913584947,1.25408003089547,-1.06051857350819 +0.169710103421097,-1.53644982353759,0.41532224493264,0.595224429899647,-0.65847944729741,-0.0255175456012115,0.453855105044299,-0.280435182608763,0.386224886590109,0.819385441917568,1.61059967638829,0.27345641044458,0.182804367957951,-1.07918065889468,-1.9431902524608,2.79004488512159,-0.285565930635329,-0.457209144894767,-1.41338208992638,-0.833587565618559,0.0460351883988225 +-2.37667633639523,-0.300976126836611,-1.93184310072615,-0.815605497099391,0.804063837625835,1.52876783779732,-0.345164746369212,-1.38322092336702,-0.785325645780165,-0.328751885102215,0.381821454562378,-0.653768234279467,0.305211680774867,1.1844509348695,-1.20655283177387,-1.14599316239551,0.418971861132183,0.377791132455831,0.280735875861828,1.78506501062372,0.681494578980301 +-8.50281883793769,-0.528279904445006,-1.8581657840252,-0.906806032822078,-2.11250440704699,0.0620622900856449,0.629293668629922,0.289347869892546,0.0152451494041785,-0.700945231950134,-0.764626360133345,1.81577376770368,-1.02218430353924,1.62893328196125,-0.0350883866825891,0.417522100351637,-0.69098307996854,-1.50470687866703,-0.881888398537472,-1.12435942951881,-1.17118767903825 +4.04444730710197,-0.652094780680999,1.66135842919965,-1.42360684488345,0.808336052789217,1.13418268960245,-0.236293095666314,-0.487115894731805,-0.561171301010832,0.0338851254655153,-1.20214407895092,0.20867971959533,-0.444081672132591,0.775812407425842,1.39694669526909,1.6135750354481,0.258235609902214,-0.725458352523091,2.6027078319543,-0.824807871675762,-0.331188399745909 +1.83998892988869,-0.0568967778473925,0.278337589387015,0.350303329134425,-0.809533834078188,-1.41650657620518,-0.420195997440846,0.360379034464839,0.231918008869007,1.23118741972149,1.27414987746271,0.945363541295682,-0.925253380174536,0.832622451823858,0.100748580104151,-0.706955659871443,1.26935022836066,0.228910365514597,0.492469595671204,0.214799829321355,-0.469792856491678 +-5.79682922005735,-1.91435942568001,0.50194432630794,0.158037573462862,-1.7730339998333,0.657362448501773,0.422977494652056,0.438669068097697,-0.445146925581168,-0.427414812800001,0.52920274880397,-0.363681704624063,-0.818789893932934,-0.482691517383149,-0.153279042772418,-0.967127892303394,1.29185421429456,-1.28564070066097,0.514526595566871,-1.71292832528488,0.867332575433398 +-0.539524791451985,1.17658331201856,0.635408164052491,-2.07277026150663,-0.493809664780307,-1.01030392980992,-1.15038714556256,0.314061550758302,0.583929850952038,0.221214418301615,0.407361534311362,-0.532812109300215,-0.175879487215081,1.42944421781275,-0.293577626202619,-1.00736634517565,1.79510836111082,0.331774166410553,0.0435524874707626,-0.933852994528248,0.841361069818346 +1.2490925293207,-1.664972436212,0.312967464204408,0.821605748089849,-0.221438508056243,-0.110434437435565,1.01150250985063,-1.3042103839265,1.80684978551666,-0.125330518099717,-0.484694532874767,2.13116438177659,0.661461569756459,-0.252998893165346,-0.802964064240711,0.223290678031581,0.562730728649631,-1.57731579568886,1.02737901826987,-2.88651157587243,0.38234991087791 +8.60955428179786,-0.463530401472386,-1.42107610200227,-0.592886404945053,0.308693821537285,1.8003146944011,0.583489952122935,0.0655424534895961,1.07086603093767,0.404361572205612,0.0921274866026584,1.16584046031453,1.59602155231666,0.282389059259091,0.508475385492347,1.63331477795527,-0.141362448502657,0.688586171188836,-0.572555976498256,0.169712998789891,1.22566670066956 +-7.07313890003651,-1.11592010504285,-0.265711523383379,-0.97977402272427,-0.388583699716626,-0.261296491288739,-1.09471098942786,-1.35177190499369,-0.191088691667256,-1.50255252245101,-0.144668278248356,-0.121306992311771,0.641945303748043,-0.197164040585118,0.0951079787401755,0.4740826521644,-0.464832893210644,1.16090186378047,-0.394448127417721,-1.32867074193224,0.494301107174496 +-2.06195267805061,-0.750819001193448,0.323512372874813,0.162041237938694,1.3842560886846,-0.793987918973435,0.94712263038697,-0.20214408206945,-1.83008386803757,0.527707477999969,-1.44918552300462,1.46578301472583,-1.27834805006742,-0.299290740404072,-0.215799863345373,-0.135155892282757,1.26494850690434,1.26932629152502,-1.63310974289373,-1.56800644863628,-0.122313621807889 +7.81535799368449,2.08716654562835,1.38352514006803,0.606909029007551,0.0201296776063442,0.198724464501398,1.4919085268169,1.54246297941044,1.42345418548263,-0.0607284530865591,-1.27488764653276,-0.154229417229732,-0.621501010540996,0.135596847392055,-0.489822768451779,-2.06346629858221,0.33977469966602,-0.708435421041297,-0.181940245034387,2.06828582148277,-0.633516971718875 +0.97165208278141,0.0173956196932517,-1.40561838834741,-0.660211119904641,1.02634273908749,1.580791780893,-0.0837911706534541,-1.16148445137829,-1.02826912058776,1.4493373704772,-1.60658732566776,1.4315673020875,0.789912289080392,0.751862275410815,-0.25833333303512,-0.27839771011533,0.144472081290133,0.306555943959014,-0.988209396811519,1.10524296371093,-0.457585388225025 +-5.22427382128286,-1.28630053043433,-2.45087454584493,-0.500022331087816,-0.0547587758224007,-1.5226011794758,-1.63317217032138,0.459107624722205,2.10672172161135,0.390131515811971,1.0944218355819,0.168600028338416,0.0780589002263648,-1.04655782154087,0.640848828424783,-0.0787150852560519,-0.00673180292807668,-1.44184823813851,1.12848455923868,-0.7734452184638,-1.19251681787024 +-0.659255494670592,-1.64060553441858,-1.20577942403315,-0.496438662741429,-0.488756517173804,-0.156695802086044,2.2759120169487,-0.0180512113256995,-0.023997372049844,0.887059094375063,0.696155856614998,-0.966511225091708,0.683656929177811,-0.213321535415062,-0.47078392424628,-0.800047920737837,0.0318795127232307,1.48884719990006,-1.85323183999829,0.234818815757707,0.467514908735791 +-9.63650309861629,0.450187101272656,-1.3353519752317,-1.89426281364594,-0.705892822899171,-1.5679304835367,-0.622807089418469,-1.38915321740475,0.336724438306509,-0.226893500838552,-1.39195807866004,1.4396226107609,-0.459498798775658,-0.472899217149524,0.243816173629659,0.442858638848776,-1.5032735146511,-0.0344348865922066,-0.14872391498455,-0.299598534994279,-1.52356160834323 +2.31113412188308,-0.018559832714638,1.04797152922724,-0.509792300983808,-1.85727617377746,2.59786159497451,-0.16722282075851,-0.817279033003659,-0.654170240935607,-0.429232303682298,-0.681347241008257,-1.36519751534257,0.461792083335465,-0.209652916471469,1.80135442626283,-0.356063862891929,0.41526161631781,0.349966809222091,1.59879282677945,0.462789309489024,2.39248414045211 +-1.21905881515174,-0.318068374543844,-0.599548186687664,-0.777629727453923,0.920385797576762,1.55360671845832,-1.75559342917529,-1.31596018643417,1.35833322531006,0.0157088868488462,-1.4275081387513,0.630062796099309,-0.108395073644152,-1.21844365580041,-0.0844933956248755,0.680859404448978,0.688441891716025,-1.6142866921896,1.36803785059881,-0.386133940796423,2.19773059041108 +-2.95833128817821,-0.929362147453702,-1.61081300645662,0.736458994540667,1.80233116962415,0.600182434402574,-0.849760474595609,0.375610136243968,1.19256376499281,-0.421787825643954,0.219707466961766,-1.34159601347319,-1.63605042838226,-0.177427795829582,0.218710239738313,0.677603815771464,0.467988006040101,-0.700010328854775,-0.751259690903295,-0.158528782255311,0.129801324580584 +-4.23838627099926,-1.48746031014148,0.194250347546048,1.35740355926342,-0.526662597317087,0.867710457763511,-1.1815103500566,-1.41120348887194,-0.395210821382028,1.79541561327991,1.50289569101105,-1.02424864324831,-0.178555599585594,-2.47750080458671,0.485586832707445,-0.212127594560529,-0.212038683611848,-0.00807477221866833,0.970553183859814,-1.26818271930677,-0.697445853347539 +1.95083030870027,-1.07519229661568,0.475928881119625,0.0138795322682616,0.178944477228879,1.59868868711287,1.1018826793051,-0.631678305435062,0.540504190816999,-0.111773519286205,-1.18981851521848,-1.0739197496151,0.247960223918786,1.96320802404453,-0.328648430580167,-0.131700478200947,-0.0630606573758196,0.48551622733891,0.688697417792053,-0.202947519814892,-0.487301320168576 +7.19619154383466,1.00002880371391,-0.0277102769847576,-1.50472391855821,-0.33691046128148,0.723330289931278,0.740652787653973,0.757189128761333,0.344290853240665,0.0966271293300149,1.08390362516414,-0.143240839672465,0.0531951235526216,-2.10263221492286,0.466748661824603,1.54039365030808,0.210328092348535,-0.418281132255311,0.75344743041325,0.732118660744977,1.2308539440362 +6.417380979166,-0.621266694796823,0.993300122575348,0.893026962219039,0.396507807672859,-1.11298041046384,0.382063039998962,1.79016669782943,-0.470304488350956,0.350914876226784,1.50964936325781,0.549417293685004,1.55709459872573,0.437071153554643,-0.101588416367664,-0.897212560640189,-1.20566692650225,1.99498318526624,1.18622368193394,-1.10097770409105,0.604520956978086 +2.48816137040039,-1.38442684738449,0.840091154192547,-0.431291743027812,-0.709965427301215,-1.2364758275457,0.736756907266128,2.59922184278036,0.990981645129622,0.242268620864447,-1.27849562438599,1.23630143784812,-0.166813575572006,1.59687422439525,0.0626368067761063,-0.900523604220725,-0.651817800104111,1.62136200649213,-0.387229646634818,0.315934053647885,0.115960597839522 +5.03444048829118,1.86929062242358,-0.704941846527175,0.422223687961629,0.948556733933444,1.20780649312205,-0.071529386454661,0.499312378064844,-0.389869086749787,0.156805710947844,0.38377132103551,0.45985647987885,-0.543230635812046,1.3953125811995,-0.647817622775201,0.453390024063171,-0.125503312972752,-0.992613998653896,-0.378908766476635,1.58288430036777,-0.444243067603453 +-1.77384413706921,0.425100377372448,0.203297779415648,-0.339863638901208,0.701077380806498,0.970070429688303,0.511672328319057,1.35117057584206,0.16933421709484,-0.0405792094657196,-0.289215507275227,-1.36794073066344,0.683872478589095,-0.460718835911208,-1.04873490367438,1.04007322547757,-1.60437234843471,-1.12439281541492,0.741484561293951,-0.833998043026206,-0.0784686013035554 +2.79569019517246,-0.238647100913033,-0.891523178602709,-0.49810207632076,1.98679414541287,0.311609059433146,-0.0751424895016898,0.707340735275948,-0.0935755379470841,0.743170445331813,0.469303805500276,-0.213182113885459,-0.935277910000453,-0.347461173744601,-0.287513256440482,-0.403452476737422,0.934763042365015,-0.33833215021681,-0.917138956752944,0.437967784890915,0.837202301110182 +5.15559373540466,1.05848304870902,1.6104403855784,-1.0301311008619,-0.912181079075212,0.629166319072489,1.14204099136316,-0.366071550584925,0.446640890141707,-0.35512808613985,0.597379444397355,1.85148148433108,1.3558897554796,0.690238987214292,-0.431522763747732,-0.769835338464903,-1.365720633864,0.567086198708536,-0.0897282191750038,-1.71322622053478,0.278777352579662 +1.41247841259883,0.886422651374936,-0.68679248607597,0.75003593962957,-0.306271325688792,0.226241944853058,-0.381966007472174,0.129935878597671,0.62698662650584,0.0890868496178181,-1.73853047920727,-0.194096402972493,-0.513837982921282,-0.490614442429937,-0.70981397709308,-2.17234684718198,0.441112888544552,-1.63958823092493,1.94670420294623,0.160413352234207,1.98596179023133 +-0.938418465811127,-0.619243048231147,0.915684929005321,-0.588797183841312,0.565995787913006,0.61284800737775,-1.91007355411949,-0.859940547747026,1.35158480301406,0.420877159965578,0.108206043942038,-0.184106198601792,-0.547903932743973,-0.859369506926291,0.505485515779826,0.339341206486455,0.920135004610647,-1.34240953800608,1.06574750336081,0.514197951541812,0.0989462745755495 +-0.447209683849992,2.20610246454047,-0.146158978054012,1.35648598912442,-0.299647150845545,0.299905754406429,0.606058936273204,0.218499935731878,0.15884377906641,-2.27410707327884,-0.217395888589147,0.308684068594456,0.384847153617999,0.569765907983704,-2.86426719947687,0.635364915142413,0.69117140907487,-1.76657791640457,-0.635691223049122,-0.166274610534787,0.487542157282186 +-1.14372301872855,-0.255027030141015,-0.7663603343674,0.641450685251981,-0.541939374046818,0.684307505012624,1.17903359228578,-0.0834016127235769,0.372393546336222,-0.957613199050932,-0.881188494561143,-0.763941892591838,-1.58900178308961,-1.3141626123052,-0.131309184769823,1.3910999466162,0.670439627648012,1.08560185693173,-1.30372868805345,0.494052656182956,0.882046487030502 +-2.16172869909812,-1.42449465021281,-0.0383152048524391,1.1117011939121,-0.701288166691533,0.566199218085763,-2.16164216200094,0.62762802860032,-0.919413813186937,0.63686178210011,0.23915219839038,-0.121207097427672,0.76008648993052,0.850424719526803,-0.0934530214880846,-0.482864903369189,-1.0027811675779,1.6039913682124,0.47944526136761,0.120188131989984,-0.870013223086828 +-2.19713079033588,-0.144399601954219,0.551038360144294,-0.885405382163973,-1.26123130250447,0.509520597007547,-0.604535880528149,0.217978978704275,1.4078937924089,0.289599086358141,-0.111880695817837,0.961630330871048,0.95824858267463,1.92931247019406,-1.44407444091248,-0.267592585532882,-0.362082239245715,-2.56411789207644,0.0329302275997668,-0.447511527884728,-0.190869686222777 +-5.81434898375591,0.207538339232345,-0.215418121099661,-1.03894131993883,0.00780491622925748,-0.692149390088304,-0.661701899204134,0.309491151813047,-1.13258221011035,-0.639347287711784,0.102328544338253,-1.12607207120762,0.774825585751056,0.209608896016608,-0.606801362302871,-0.150192955020412,0.0351160765079049,0.908658167121658,-0.820203787306959,0.197642559469835,-1.25410160810506 +-4.76715485494185,2.30797839905936,0.207447242019147,0.986157725995061,-0.469926430927336,0.678776189673761,-1.96956880036757,-0.449507693059387,-2.31486767104122,0.64571527823709,-1.86662216372754,0.411736993347727,1.19989141785254,-0.693020702687461,-0.0378148095804296,-0.24499983500547,-0.847256748655783,-0.20837577453769,0.44433516315263,0.342475507688993,-2.32186067030369 +6.15386725819447,0.105802367893711,-0.241631487742136,-0.698682973284842,-0.442162123044753,2.80888235957912,-1.86056418509334,0.794284017098289,-0.238092795354123,1.19339927670151,-0.790984704591312,-1.10672875085304,0.98646376662706,-0.688782689322109,1.34120572482199,1.44657091625725,2.3406972116867,-0.37839153105025,0.23662460667068,0.951599648073647,0.230680142974641 +1.45848706408616,0.456998805423414,0.540246348189177,-0.846128675934686,-1.58724347968655,0.365856099912653,1.42139890962399,1.00205779727569,0.879238111198812,0.481979453847665,-0.186968830740922,0.759289058182303,-0.280420861002489,-0.489686252301832,0.987540098897271,-0.206250472033995,0.193569398199354,-1.20938891284004,-0.469803971962012,1.04459922840513,-0.721793110962795 +4.68799736190601,-0.077152935356531,2.28470874393277,-0.419873436340206,1.28175466351265,1.02476154867285,-0.74874905064168,-0.99182610649001,2.38393676908866,-1.17220461665763,-0.749515098529064,0.0335552267261265,-1.12906647955729,1.81597631348287,0.134329758358743,0.340281545311773,-0.0435203841778108,-0.894831944560044,0.185784385828121,0.957559479675085,0.130794844532712 +6.89099795982484,-0.334000842366544,0.770508793682133,0.274520465820255,-0.431269202017899,0.0466562588384657,-0.0399961699242068,1.52055002076518,-1.46083547552651,0.462001087462092,0.628206417325945,1.64916867288037,1.78684072549454,0.156688101233941,0.730129955032077,0.468030576976425,-0.205698720129511,-0.0602029715434629,-1.24339004885873,1.86014684854221,0.228661585876753 +0.6957152418311,-0.0347260283112762,-0.218519918672128,1.78758802904559,-1.02911946601309,1.9744073035063,-0.415653817046748,-0.66259627791929,0.599957658451171,-0.558816191526309,0.863662764369579,0.555281813174326,-0.405526437353935,-2.30154844292359,-0.090396520286742,-0.65394905008778,1.19155621282834,-0.32788165852545,0.266500861242092,0.438460896406951,0.526909482308013 +2.7268521828458,0.787639605630162,-0.552013885852745,1.086037657499,-2.52504019068445,0.493659999366835,-1.39841669323741,-0.566533408447294,1.37105355877791,-1.89289416464685,0.699965665759746,-0.908908182060632,-1.14038154665357,3.02987754157012,0.457327077868145,-0.734791601842372,1.94884559647808,0.802656464882576,-0.588890563584193,1.0800067043727,0.525192507576432 +7.83126545924237,2.07524500865228,1.28836858938477,-1.0526656888045,-0.263304223143343,0.169242466184419,0.91807143689301,1.39688295766109,0.741000374735247,-1.13723468575071,1.11056795834917,1.46221827535056,-0.0257391511060009,-0.755767460253358,0.784356767846453,-0.89937919259056,0.661460295075278,-0.563176653039404,0.312293869271807,1.64097884027348,-0.839218593997274 +5.73722498739901,1.02739243876377,0.598372995135333,0.287419920812039,0.147075851460824,-0.300612392937197,-0.063290118824824,1.23455180004817,0.876082000347294,1.42944171136366,-1.13759999752783,-0.489858191980113,-0.553418359780037,0.557581434859486,-1.53568725126484,1.83037516843234,0.688646393563884,-0.212015539032942,0.634775824763331,0.944066601686679,-0.491618993940584 +6.86987081734365,1.2079083983867,0.316859281013677,1.10617185107018,1.53021731568593,-0.343992357291827,-0.0427020277145195,0.0171265654561353,0.173073231605545,0.465465955710305,0.192880476802045,0.0238183370178391,-0.658592782804394,1.13625373706417,0.627792122488038,-0.984783786619665,0.3231922707903,-1.83087281122982,0.522130576282937,1.81869103309864,0.0800520495615318 +-2.61322265480773,-1.23132342155804,-0.557544424402852,-0.652663699056787,-0.794124829895426,0.0802167876117333,-0.224869462395943,0.482944898482565,-0.549500901930087,1.05406202236475,0.0917661492414876,-1.03025667129673,-0.017910651834531,0.267204100253423,0.120555975800915,-0.0130280754909136,0.313901107596229,0.490732285658361,-2.26600482966577,0.240280932489397,0.557196063586502 +11.8485366654255,0.983895570053379,1.8625205885542,0.825607801612026,2.95824542069166,0.874278099496603,0.522622548133052,-1.68739284181503,0.747992634061037,0.736583068650035,0.158455738896006,1.15298871839283,-0.639662664172434,0.369358690807824,0.740897377997159,0.399475711403239,1.9702616631406,-0.185779451267662,0.202677139743064,-0.892528480199398,1.67904056043584 +1.69104849710283,0.219924803660651,0.340284014532571,0.749953418870894,-0.909942050153106,2.13003671205978,1.54417229320342,1.73839453349545,-0.0699933468706038,-0.607160705796706,-1.16763176969145,0.0421246457546415,0.845502646744412,0.711012907349698,1.20671709121008,-0.94918084601474,-0.706730514380544,0.0963885275478676,-1.43176185386195,-0.619709156129119,0.171735327514491 +-0.638020713922708,-1.46725002909224,-0.5341773184238,0.230152330948456,0.397347299295852,-1.17152729602912,0.509621917112887,1.7071606946701,0.602569841893176,0.871821397809323,-0.18953274444299,-1.87487612249901,0.061164590566604,1.62075465469804,0.894298330308657,-0.340508863732475,-0.185092905681366,-0.42305543080302,0.184055940254162,-0.842281444431361,0.684682330641931 +0.633364571202241,0.521022742648139,-1.07576327472095,1.69841725573109,-0.128073831832763,-0.322726606690773,-2.15785347372593,0.0501287684465287,0.2915624493541,-0.705863136613228,0.129934093810451,-0.659942159475297,-1.77762025883036,0.317152475964312,1.81418063968393,1.05959361918104,0.81553808945855,0.845555578862077,-2.35665681816634,0.915315169718902,0.377675195966147 +4.57713415726064,-0.158754604716016,1.0155574155544,0.315856370525211,0.328438098501645,-0.358947773381089,0.94213799374453,0.138069861652923,1.38978539198176,-0.764654453166548,-0.962702753484383,0.136855261414918,0.373297403717327,1.35769291724806,0.325961589909414,-0.0137321805926847,1.10440194778166,-0.0538589522482346,0.344099725332862,-0.186313071837578,0.195788409598577 +-1.2173355392976,1.4645873119698,0.552585644594372,-1.87411057518756,0.24959043579694,-0.387241664204904,0.458332989797919,2.12443505641541,-0.079027643924389,-0.785212730675309,0.0358160250334389,0.0273248041149664,0.552400175444182,1.0656123748579,-0.302099096801007,-1.56887272958865,-0.319514571055719,0.186124841983943,-1.16116531982719,-0.159092478671422,-1.42029758974182 +0.142499258514698,-0.766081999604665,1.81454593813162,0.606294729276954,0.719828488577352,-0.386804427507758,0.228608286766757,-0.305661107340984,-1.28635453950412,-1.40720241903885,-0.345999482076012,0.214415524855294,0.476967531586067,0.445859981900911,1.69757489815219,-0.609529034374511,-0.203658581506827,0.713341741317653,-1.2341692959227,0.490717683187725,-0.54249142723739 +4.70984308769643,-0.430211753928547,1.12866157351342,0.879018443654109,0.52195690885815,0.742779164357192,0.702574812748972,-1.48772036120301,-1.03536340138303,-0.747586992751052,-0.014956263152677,0.96791202153121,1.78333179727961,-0.699833875664092,-0.294455672739775,-0.327780308804884,0.998247981685736,0.537159771914159,-0.0612744048838906,1.18179278483751,0.58007864849099 +-6.11842108566803,-0.926109497377437,-1.41225502469534,-1.09310195984593,-0.0181250901892379,-0.0282292667037271,-0.156827027671777,-0.771207950515879,-1.08604051830378,-0.255178202330977,-1.99139912717091,0.901508426900373,-1.06859071023027,0.435052715256031,-1.12341890403197,1.00978155943042,0.163785894873798,-0.568438840117878,0.0599146222294564,0.471841048568463,0.8334134513747 +-3.93272239278693,-0.17710396143654,0.77627952346856,-0.237454730121788,-0.493025142120797,0.237305067456993,1.67468811310267,-0.853575521968029,0.211575622319201,-1.05153608314978,0.787724580169818,-1.10601566621226,-1.28416053261763,0.0997145427322733,0.0968433011784975,0.140381163820134,-0.236256162165618,-0.750278168959854,-0.255875470801824,-0.174089736220165,-1.08042983001211 +-10.8782834003736,0.402011779486338,-0.904193525291476,-0.491638466785954,-0.112120445958246,-0.808474996978994,-2.82541739340596,-1.79989168202056,0.088799813982564,-0.332742909341236,0.803405332829614,-0.649470849631762,0.0593560756556105,-0.300509766558324,-0.0931246999903207,0.582214668878399,-0.561847308907131,-0.660536246800088,1.10340604237053,-1.6252508319407,-1.69876188445973 +-0.221524210195815,-0.731748173119606,0.151694440110515,0.616284662188384,-0.291329601165508,0.0169471578354482,-1.31732556209008,1.07512584446509,0.568896423153106,2.39998148739876,-0.642403294971434,-0.585158272022827,-0.823167328475889,0.116181275994212,-1.32773998841451,2.9946546953553,-1.206838816539,0.748554702244167,-0.319947475357218,-0.275820884733506,-0.230288121511732 +1.90402894445612,0.830373167981674,-0.47520176578483,-0.246428784309969,-0.28446059203131,-0.206788538104224,-0.540296134729937,0.191248962981039,-0.128748775068543,1.05303944627984,-0.389946970626879,-1.09599162407833,1.25137327943461,-0.266722190170992,-0.812043399212225,-0.715389556270053,-0.536134884054149,-0.0256243484217544,1.08975368994623,2.58171903614369,0.258423355490351 +9.86854862831522,-1.20808278630446,-0.0868169530772092,0.923623896710416,1.48100097179056,0.833509114451055,1.16112890467597,1.8694654531989,0.0815617656202515,1.4472873663842,1.12115832079589,1.59420568293047,-1.19276372865327,0.607213049511896,-0.852109929191986,0.0891586962611181,1.21049649420859,0.0187162186509871,-0.204436997911831,-1.03515503656492,1.16849883702553 +-5.92007985275442,-1.04798441280774,0.282714992122033,-0.723147936888691,0.583531699727135,0.674237083377769,-1.44729845871888,-0.181625152122658,-0.539770205163801,0.476534000987056,-1.50212984018872,0.0636867918596491,1.63760652182416,-0.456102218532832,-0.262406881382425,-0.435939969673717,-0.329959904247479,-0.0641914894269442,0.664476852575323,-1.10486417346722,-2.62167151499854 +6.36194375444761,1.44115770684428,0.874979458948231,0.634477544298909,0.754058241249612,0.244988680686985,-0.309698235213761,1.78974842750172,-0.655061112306877,2.17253112558516,-0.944043757959243,-0.222846133816264,1.26867908085588,0.326351175547543,0.548103679658076,1.75928863844979,-1.05218335356239,-0.761415317760378,-0.218576029448319,0.915731396711096,-0.770396073456804 +-4.51994148624741,-1.01584746530465,0.48513740717639,1.33128481929605,-0.66824407283921,-1.24842271560151,0.0652677401972043,-1.56141467029015,1.11914184213051,-0.815500230528187,0.741382635070852,-0.300802736089062,-0.51942158666924,0.227442724210695,-0.806199608882628,0.992458295664223,0.228645325047271,-0.184420277136663,-1.8155197651569,0.0292004515876665,-1.07364139094694 +-3.31305045359882,0.411974712317515,-0.340962022114287,0.93096948347347,-0.214973077582694,-0.975757063700464,0.0920526285750326,0.99630579519572,0.197243300298548,2.00871793133722,-0.461829326175935,-0.307366876512001,0.337571465863771,-2.33054363051855,-1.15406008310011,-1.15636207865791,-0.0386738393127677,-0.416629213838739,0.268807442333865,-0.883072261708741,-0.320285809029033 +-3.0098821856281,-0.38107605110892,-0.589803893382451,1.60857209527034,-1.18508139949254,-0.0380328885988594,-0.0976161519927563,-0.392818168686218,0.672553528720096,-0.702261579589357,-0.296536347890815,-0.586818366613865,-0.560567153725028,1.2124578493397,-0.273196642369615,0.302597339360923,-0.0567803056920524,0.656045527000639,0.574291001671738,-1.15566051336232,-0.880951921839153 +-8.59536275014114,0.409401839650934,0.45779424411153,-0.257367422990564,0.17102242883864,-1.12776401920057,1.12832002372055,-2.63719707343199,-0.488568515003281,-0.0866426753735027,-1.11796957256763,0.782933531659129,0.566608050599522,0.905168777227309,-0.0907626743218903,-2.2482948744166,-1.25249517523265,-0.953094368643712,-0.541838244277054,-2.65417154070012,0.65581971727427 +4.18313806652257,1.68887328620405,1.6463161853799,-0.625987044995103,-1.25700203878782,0.868712339098365,0.52568881279506,0.348523587116164,1.10962558554608,-0.185503371755838,-0.174226004443117,0.348730377259505,-0.842275729508118,1.48251532042417,-0.143891983651656,0.974128610211817,-2.06745714568839,-1.15773597097321,0.169349920195786,1.19614682629762,0.627929620016133 +12.7945896311889,1.58658843344197,1.31170386465971,-0.305152839122693,-1.07923926840161,0.206982682971243,-0.0332294636001439,0.966244809697622,1.93160735876707,0.872814792770378,0.268826187821085,1.26463533786014,0.510099920439738,0.586709264537158,-0.830877865293575,0.692720289446173,0.118094804091648,0.314785231414957,1.40868645939133,1.89961346551673,1.08418853661599 +1.03108040469478,-0.330907800682766,0.175847282716408,-0.167486866672116,1.7696285856723,-1.44878052676627,-0.325158904151179,0.402151031959411,0.0689691031925223,1.16108461930094,1.33260471500369,-1.52070650243283,1.144868486829,0.279428379421133,0.334988916613039,-1.84559052991948,0.28262762837314,0.450713210724273,-0.767499664680548,-0.819229034388479,0.962393283598724 +-8.83176393240148,-2.28523553529247,-0.700301690477055,0.996085902266079,0.891940258217749,-0.402691248482518,0.554584610807635,-1.10032714538026,-0.629887992506286,-1.57014842158956,-0.484454895446066,-1.78833156699149,-1.10876128058524,-0.584650709747611,1.01908759965251,-0.257581280326987,-2.76038379950427,0.810722544755502,0.477760761817222,0.148758820623023,-0.218568588772717 +13.3453672118981,2.49766158983416,0.874068099567082,1.18590173953739,1.55147722046161,0.187669736434034,-1.82805748668109,0.475760061980612,-0.403862031546706,0.323032210189171,0.188255504775426,1.77876282839091,0.983171988323803,0.592956951926106,-0.279781464873607,-0.191614769145524,1.09258975137154,0.333274291545759,0.81188788554784,2.2210464432824,-0.419651921375368 +0.133676699901432,0.667066166765493,-0.790979950842336,-0.889676186633284,0.792360888535206,0.686616052971419,-0.453226468559158,-0.255558985962005,-1.6248594141281,1.5169748350998,0.376367292895383,-2.34568527096073,-1.33664608092747,0.999265784425255,-0.991449831720847,0.573411521780541,1.10399919604826,0.897933533006839,0.861689181061754,-0.0379994840469855,-0.975116212863158 +2.38272127616275,0.5413273359637,0.552516764968605,0.0403099017751584,-1.24648269791427,0.841392383839489,1.54994683031307,-0.451073863952749,1.08533032530217,-1.78103747408423,1.16916524133518,0.605042459380688,0.401552976543395,-0.379507387695188,0.0728709386330057,-0.0030893622265701,1.1971816965978,-0.10111115036084,-0.940006977766603,0.315698479231898,-1.54357355684793 +-1.97052282336867,-0.0133995231459087,0.330529200030675,-0.641435454773597,-0.0959497100109185,0.416531729201851,-3.23269672295373,-1.42358728544542,2.04041401614382,-0.704833346566712,1.8277505196289,-0.996267934816059,0.0988030510369144,-1.37320656586504,-0.78647879873689,0.0142184604493746,-0.412673872213995,0.861851002276001,0.283988060187443,-1.27228376273708,2.34906462044573 +-1.17185637682865,0.510108422952926,-0.817378897783483,0.0828127200781489,-1.00562480865564,-1.28946397893479,1.10717499674605,0.492852217389912,0.329606263950344,-1.34129296762082,-2.47499191059246,-1.38547082195429,-0.428796371229912,2.01694536830265,-0.119154441942142,0.131495567193138,1.00586159880337,0.0932090954773129,-0.016476089620644,0.16935344757451,1.58709251207093 +4.52701713966845,-0.164375831769667,-1.08962054905362,2.34663110845456,1.98154578945369,1.68831611581636,-1.45801724992954,1.07277529647617,0.187248251007081,0.306946629299217,1.3026329127772,-0.753870468020259,-0.149298747235413,-0.552222248901318,-1.03426086963015,3.1185097118967,-0.482042631529941,-0.331631067899015,0.891028549873676,-0.854877057431975,0.696728460743671 +-3.76699097341743,0.420694643254513,-0.440135814685843,-0.279387059598403,-1.20508010218706,0.829825876386754,-0.0253270919397933,-0.187331862200487,1.33352948805591,-0.457352894158331,0.212378454187604,0.167260069612916,-1.86101456951086,-1.32477851982644,0.358622226452606,1.18757811625256,-0.340410197247495,-1.40304046939005,-1.12754279058148,2.27254048554774,-1.59140438464016 +4.53442411717008,-0.400246743977644,-0.183225165364714,-2.77058296397707,-0.205786676094424,-0.397374513074434,0.116208037656524,-0.174027314277436,1.12506291370713,0.709271929854465,1.58529279506637,0.268449349537702,0.979078122538076,0.72644416845872,-1.77938562306808,0.0432665018008585,0.198452952275326,0.0098991808138351,1.08684109370441,0.960056192496555,0.837251849334411 +0.0826084108968161,-1.37020787754746,1.4375832434254,0.153677140686235,0.416702108771258,-2.40735135184075,-1.41778399625944,0.0636919642352445,0.351872212592901,0.684801970848986,0.794722716206321,-1.01258556995292,-0.0100567030987174,1.88986838609316,0.975605058504854,-0.295618236603569,0.106011140042167,0.310429675376798,-0.629607015016244,0.5220991561493,-1.87985948358231 +-5.50511409596232,0.987838267454879,0.115378225384973,-0.28620111568984,0.307441147306518,0.302785028653093,-1.44537887612156,0.127711522117623,-1.52918027997266,-1.47920569066865,-0.206979624196663,-0.568067800418419,-0.419409057171341,-1.05315512225249,-0.696602096016091,-0.298546738532371,-1.79031499024214,1.78180929205125,-1.03038065141062,0.224837415560395,1.95980503094786 +-1.34437199748805,1.51974502549955,-0.223262793128762,0.310754118399502,-1.59984838439964,-0.789017706478675,0.169099652204251,1.31740979089595,0.753181560254747,1.59116289851862,0.27094368065798,-1.22166264948009,-0.0995962068479314,-0.396098881364495,0.705098464649004,0.295755203100575,-2.7547085292194,0.266898023170266,-1.19755174388218,0.174179688998605,0.276066242648984 +-0.589391396044281,-0.308740569225614,-0.85294594664107,-0.404940749019279,-0.241943226924168,0.619176736796718,0.300875936018467,0.471521500102059,0.752737313169126,-0.346811079881635,0.291763701761528,-0.153091478984417,-0.670611495453042,0.693732943520701,-0.779300020549369,2.34556522292741,-0.176338152593277,0.24289879959451,-2.25340578565509,-0.370405831198952,-0.0630527540184471 +0.979019993717006,-1.25328975560769,1.0928103157644,-0.161119938430805,-0.191825501887203,0.216243659777339,0.809282679453158,0.182231699504163,-1.362486773427,1.19281015470557,1.51293642814409,-1.31629943158802,0.688564436253058,0.869380433757093,0.2469090576372,-1.37272858330268,-0.401854179837393,-0.252148764251949,-0.0104834662151176,0.772901218929636,-0.642251891800941 +4.28367352253917,0.642241305677824,0.181231396998755,0.693984572521066,0.293495949797647,1.21120458688576,0.978269542846926,-1.14814491879885,1.04218164872585,-0.204660404929414,-0.144257254111991,-1.05988425662692,-0.0821098165659681,0.824632973361529,1.08566674206445,-0.889398088074175,-1.51610139347591,-0.158584212019509,-1.07906528190552,0.671870027667739,1.95512948984289 +2.86354326012958,-0.0447091368939791,-0.64806948679538,1.2701470235246,-0.027194814668664,0.485182740190809,-0.63936527716546,-0.368782801797815,0.646882755826975,1.13859461797941,-1.1954137636573,-0.709698133278492,-0.881329974349834,0.751412021056183,-0.178951076349743,-0.339572116288374,-1.06412790150817,2.00509011292702,1.26169016239014,0.687486522843488,0.468828969122749 +4.36617559913543,-1.73321840682484,0.30274122586034,0.765714165898254,-0.594011862489269,-1.90915618996793,-0.247597030736381,-0.21344699407464,1.44167409860092,1.93770661323722,0.384731167740267,0.189846980845528,0.0185357380314718,0.881228996349005,0.39072179207577,-0.189459107004502,0.983696837331775,-0.643111760029948,0.0859627887765305,1.92708722646725,1.677828625629 +-4.5218614633515,0.00213185968026965,-0.928398163186561,-0.96545186264858,-1.25821939917248,-0.257287546007513,0.735782945521306,0.757051170766488,0.352504477472955,-0.644400208970099,-0.650344719747643,-1.79387790200593,-0.439935246771328,-0.273616145531488,0.358065756293226,-0.00842031982152995,0.0997304543654398,0.576861503103259,-1.0195606950861,0.505282590712106,0.0124347240713904 +-0.748064167038322,-0.630300333928146,-0.440871371771226,-2.78511028860179,-0.799908371966067,0.351144905665316,-0.000253140303852592,0.501118372210886,-0.717052433500308,1.23319751225101,-1.11540466498855,2.14779546342844,1.23870708419096,-3.03458507202338,1.23130360191104,-0.900952959420525,0.325735142404431,2.34207350329691,-0.75475808325834,0.879708120005621,-0.465907805317749 +-4.67386598843277,-0.340968579860405,-0.372481788714959,-0.080365636870366,0.483007059574224,0.597675531079905,-0.501786247213238,0.0251017853783975,0.182418183906341,-0.406470644546446,0.266266991669354,-1.6660569340577,-1.7203941839277,-1.48715642293897,-0.54415765978247,-0.0985881443546523,-0.869386703794975,-0.16003306313508,0.345002002766633,-1.12804613249456,0.584341613430981 +9.24143035304425,-1.15657236263585,-0.817698099264646,1.24860484842951,1.46339459130078,1.51275126040881,-0.770442052377236,-0.435666654589359,1.26131608722875,1.62208954808353,-0.123490163589343,0.434078134097402,-0.47653770472507,-0.827933214502127,1.90528768843624,1.01678957179942,0.965160739612914,-1.09007602892191,2.41478737810179,0.692060742862999,0.438269023163933 +6.30573749193069,1.80314190791747,-0.577042410739639,-0.167390009361157,-0.912109973159841,0.379080023545458,2.03431375192241,0.762469871487064,-1.19637061060283,0.787143338918353,-0.655522403720159,1.34800861153243,0.680416274430434,-0.141968446506862,-1.53648742407002,-0.720133716890991,1.69421387911065,-0.0185343200695312,1.21104370806527,0.565869380628102,0.424419508430897 +5.55283052397985,-0.331132036391221,1.014091867339,-1.19250499983306,0.0489886478771371,1.06356487629658,0.260331877439238,0.308265333491436,-0.854181380743061,0.857406691510736,1.86096072296139,0.0440373316943668,0.670591902951571,1.27487472733456,-1.37683648509444,-1.11017215035021,0.907177300672762,0.249199999884201,-1.03377994581947,1.53357521036054,1.01897678772406 +-2.94458636628846,-1.60551341225308,0.0661054679325318,-1.05837897542955,0.103814773981183,0.811839662310541,-0.515314672282973,-1.04924052478227,0.857824102615566,0.639423743335527,-0.933718481230142,-1.0523851324656,-0.436276718060511,0.672080897562692,0.444101876282666,1.08574800852862,-0.561743301741232,-0.739793167836281,0.575022314989895,0.614810049161412,0.0640507637889986 +-3.16968986504929,0.197193438739481,-1.93007161856328,0.0159535254584664,1.97222218467002,-1.20564795822693,-0.0934063261717462,-0.829601769836009,-2.17105246228052,-1.44312558223997,-0.185332363002978,-2.18933662719004,-0.619151626593994,1.47825177143634,0.713846776899301,0.805430463376756,0.118209573226627,-0.27467779984782,0.102222569638843,1.48991106966647,0.613952853251536 +-4.05634025479993,0.263175646405474,-0.720111817944939,-0.299880480180038,-1.44279429718637,-0.356524388978897,0.417667350576079,-0.637694387576023,-1.411334570065,-0.358896682704602,0.562558695364763,0.348350060653599,0.365024141155011,-1.1522605838425,-0.108696282184585,-0.381308513038653,1.13908723008705,-0.751174121203747,2.09165253390455,-0.387358584724972,-1.41284913884146 +-1.76980248685203,-0.985826700409291,0.349959404095901,-1.54357909559665,1.79684077937411,-1.77147170733819,1.00883702893244,-0.0775201606176967,-0.053960244775818,2.35197419919394,0.664950883178098,0.307486551372651,0.932881947441348,0.0634933287884011,-1.96917692245053,0.112750034161498,-0.262491528483147,0.427663187085182,-1.03559910296669,-1.39237319857036,-0.755846839698112 +-7.44509218754427,-2.88892067167955,0.439655317500039,0.708170545253847,-0.260372613047465,-1.12636162170118,-0.817981606718076,-0.2236533907926,-1.66917334824351,-0.611102939591509,-0.115372431187512,0.608765835759995,-1.01845745754202,-1.25329979458984,0.809284955465973,0.976154564281577,1.68659038094408,1.65682691787311,0.0905182150684661,-0.633982119915661,-2.71507911407037 +-3.34853941841942,-0.640481702565115,-1.49766636835482,-1.3203991630195,1.29525149698702,0.583060521604912,-0.952887592659374,-1.55440633262377,-1.07709060644926,-1.72108509934692,0.351137894188701,0.179164884163249,-1.62994529134712,1.19748311832174,-0.0704071538898264,2.2596627971059,-0.0371545487127247,-0.749118706263764,-0.212924532370284,-0.72297035258782,2.0904246939132 +4.79999600696912,0.570507635920485,0.0459947542279762,0.459165955043773,-1.32756328010789,0.237221966599331,-0.0538039818463699,1.14576621085115,-0.617578160403264,1.62821611009903,-1.62913247290468,0.85897784328841,0.0436522907188123,-1.5498126039193,0.104138533051795,-0.780736949829892,1.10379007763024,0.190242909235124,0.532370851989263,0.740854186347319,1.92236143175507 +-1.3937392627524,-0.05972327604261,-0.664002724775838,0.242764364392311,-0.174443190135492,-1.07110756676953,-0.459882244329677,1.4802629121097,2.65687975055291,0.661465022739181,-0.398799789782309,0.157572760103044,-0.95926934676142,0.235799316073589,-1.38544328912262,-0.562930567432651,1.08540099702339,-0.647873239617376,-0.676448165540474,-0.810345012868669,-1.11403370817448 +3.66496783998564,-0.0981787440052344,-0.351877759574955,1.10137659939948,0.275893770314672,0.513582357471418,0.705015286724749,2.27660677918525,0.535648380488632,1.091146306806,-0.144840610488702,0.861437929690819,-0.17622825490168,-0.00171117024621593,0.0677128610825792,-2.59172599600711,0.405277355178396,0.320139647152917,-0.945058766774956,1.09460282201382,-0.924479774390402 +0.460985142951403,0.560820728620116,-0.861052381490187,-0.0369385580696269,1.74842122996919,-0.806235134398362,0.63978149017786,1.64039692158386,0.0586884788956259,0.486246271972134,-0.785321288639668,0.405345882090364,-0.917852951909636,-0.874567684367976,0.797386447453227,-0.499429721261483,-0.399817311318469,0.0131570842582661,1.48276586598792,-0.170670859481887,-1.51373377234266 +-1.45538318088141,-1.18645863857947,0.647905071750828,-0.609198125451424,-1.17751693966062,1.18876091555395,1.55729812846855,-1.49937727351672,0.369082125904867,0.376906739883091,-1.42928938534502,0.242884794381991,0.00725265166829387,1.13539167465804,0.26271115619776,-0.568808656582681,-1.0781315031574,-0.761706832311498,0.0888134231223221,-0.332494465878966,1.13057185465608 +5.06833886663666,1.09677704427424,-0.709225752502855,-0.360644162257324,2.16041952636898,-1.58175063230561,0.845239441734945,-1.07629116416954,0.305241109062931,1.92077505018006,1.11427284854998,-0.300913214130762,-0.480901895802006,-1.65545683774486,-0.238167443502468,0.940706574188537,-0.584459197202155,-0.472561104833609,2.99643585997303,1.52045577685383,-0.134493611974957 +-5.12450627132381,-0.00534402827816569,-0.399671204826665,0.622374570107727,-0.288037660451326,-1.09126540283148,-1.27698713737609,-1.74655767298056,-1.04866409706547,0.229733552215033,0.200934078186446,0.1701187464489,-1.64884385464502,-0.280366425773056,-1.77748675508825,0.0335795306759831,0.132920843818448,-0.255291960452793,0.848839206759182,0.0621759733914292,1.10250642673265 +3.52164240845194,0.707310667398079,0.14662136966086,-0.830414594929298,-1.27350901451061,0.25732784837159,-0.465618089158104,0.457978347868528,0.500509092970777,-0.111169800874573,0.310487318281098,-0.531500024676636,1.12941433593151,1.16910754686634,0.602796353109627,0.657936423922233,1.57336443500988,0.288391999829466,-0.407227491504211,0.103745357668709,-0.401170926911517 +3.62333919681156,1.03410773473746,2.13009924330664,0.414599818144774,0.0444348921270816,-1.10359614996031,0.0364772373798299,0.385315549885824,0.707835171437185,2.01281814905583,-1.63756129006233,0.82980423816438,0.973835270609476,-1.05000121936604,0.199445597861874,-1.04244459510081,-0.504275772228251,-1.17672049670559,-1.10813544208895,-0.135941915967582,2.1445473466177 +-3.45333056793127,0.223480414915304,-0.0877144537376512,0.116757685657561,-1.24018484855865,-1.15147372862239,-1.51427465003306,0.0512406178896119,1.11175900883803,-0.0225308807408495,0.252474633411842,-1.19236595819215,0.184762809374828,0.216101230429267,-0.00311908242979015,-0.807350408689788,-0.0435954432808037,-0.805599555760533,0.91466487632065,-0.0499106401441436,1.29880847085 +-1.80719144448079,-0.878707612866019,-1.46689469039374,-1.80763013306706,1.6606421132305,0.525831180621254,-0.176524679462734,-0.0245684360540878,-0.55592403774819,-0.712473652446012,1.96643052904925,1.25661073692732,-1.51858618080765,0.735722276887398,0.0336180747459272,-0.349320744482177,-2.65347814539197,0.978768331829517,0.963324615658711,-0.941156431387515,1.21058511547864 +-8.23890667846144,1.16296455596733,0.651661480925902,-0.97531784680804,1.01005351145648,-0.330129336388992,-0.706544791644555,-1.04977273142649,-1.61261720378181,0.580737925873456,-1.00663832169304,0.891907199067159,-0.809251877866701,0.156996824238065,-1.49627467758487,0.119290292612057,-1.52428763105087,-1.09905098853576,0.885681059624133,-1.25588483853474,-0.990515527912249 +1.245771213287,-2.00016494478548,0.879556636026541,-0.0653105741444576,-0.0744705476500279,0.737376232018123,0.253713548893448,0.18007270245182,-0.136179360677397,-0.25975761503711,0.372718684778188,0.656673769903129,0.766846475881599,-0.22129353563458,0.165005659385345,-1.68755800771517,-0.0114418870704663,1.29727318797024,1.07540128378544,-1.08533942546621,-0.241223807362603 +1.89825402674391,-0.544790740001725,0.959205700386695,0.347080375447839,1.65602662789433,-0.189896191524723,1.02658855072812,0.533534814093066,-0.112167148156249,1.231534454524,-0.945346987701226,-0.695210312759714,0.344247661220562,-2.16023739790762,0.32453729641446,-0.114272211885647,1.25574419011314,1.54685225351304,-0.233530798365148,-0.341512609391225,-0.966221355080609 +-1.9411595378792,-0.255670709156989,-0.756953612798952,-1.07920755777031,-0.729095773722186,0.127087805725327,-0.305105893305048,0.896470470617037,-0.0174447863791972,0.182415233003385,0.275603298087414,0.641231481069263,1.08187641482903,0.917184198943108,-0.991692443672169,-1.20178504346651,1.21084127180015,-0.125446855601971,-1.61454611408395,-1.13109166725373,-0.290015154234987 +2.66628928916432,-0.166121036765006,-0.616446909089092,0.328389526403833,1.44702042456004,0.00699409424382127,-0.853218988492443,0.972876892240139,0.292081497262244,0.0234841114725385,-1.42715181767019,0.511458440689203,-0.10205188982967,1.4168655110087,1.05386828883825,0.00426155314890467,-1.19081045300852,0.914627431804684,-0.535590095099052,0.852057501939063,-0.184283440451392 +-2.23176670376081,1.02046390878411,-0.828730684563673,-0.545135136540658,0.249347800019714,0.671161639032241,0.260940930793986,0.0105304572301595,-0.393706330556458,-0.617657889767219,-1.68577301165474,1.21333472283111,0.159731142411314,-1.28415032439321,0.111166784176444,-1.24050194775973,0.943331354596316,0.372285869363252,-0.306142543622318,0.139890634287332,-1.08441147850883 +-2.65186798823399,0.136221893102778,-1.40258371286389,0.493369044697544,1.43825504194835,-0.889125104925088,0.512280842557642,-0.287075670147801,-0.991016649355849,0.0665497172954659,-1.04201353644006,0.877305483670329,-0.0412951832582682,0.130997375821365,-1.5272971733413,0.176399854644768,0.306207625855461,-0.931455493618343,-0.159024569018057,-0.0134739624489801,0.221888320801292 +-1.04241484222147,0.407167603423836,0.426110455992412,1.47808074638733,0.135647973701242,-0.480390769490723,0.171421570171097,-0.688093863889307,-0.125381086042086,1.05205363147467,0.934913167616457,-0.721858604892709,0.157199704253489,-0.0960195392965539,0.0360965452503801,0.524442730931029,-2.06056709919973,-0.963705034435132,-1.02790982687653,-0.0144141100734703,-0.0824209279638732 +-2.427391131491,-0.0696548130129049,0.224878849374591,-0.435685095452899,-0.213915166047056,0.924902045046842,0.308147966541953,-0.423867153302874,1.08961395141801,-0.906344687771889,0.486465468945981,-0.463552875249144,-0.25067937700937,1.61947120855524,-0.0490138030716822,0.52406480728313,-0.558118671784692,-1.71243564932774,-0.0991659508142459,-0.272219256751843,-0.266007789371917 +-5.57784143079064,-0.247664341619331,-0.674570076350556,-0.245532935573001,0.0638999710274238,-1.31556197535619,0.319031279868201,1.38693136896766,0.483097121402363,1.8934140808043,-0.28255316549251,-0.0837105486931276,-0.946730278938915,-2.02890487834023,-0.943785297597875,-0.568752115443731,1.36964085459153,-0.316357188531039,-1.24410979937808,-0.54414831855433,-1.56064769580975 +3.53984507966469,0.69555080661964,1.31422470990816,-1.28456697147602,-0.159159236686841,-0.0662958253937604,1.00669466437346,0.0684882956560208,1.51656271961376,0.534681506583744,-1.81300657483803,0.264828880375692,1.45579773885214,-1.12812676452846,-0.218912431765436,-1.6913594467423,0.212397909971613,0.062430065502146,1.35108462994628,0.945601779694319,0.953304290357785 +4.73619935897074,1.1462283572158,-0.329388776979046,-1.13968054932757,-0.693848085283514,0.385042477713138,-0.898706447983917,-0.0958660536219838,0.603228455001082,0.0284564103152613,-0.511660559809616,-0.143201527104972,1.2266189343118,0.941836620850503,0.442807438124276,1.81102325147182,-1.81333518481085,0.947865619894089,0.863337388047809,0.470744860841552,0.595205694389709 +2.79580740868467,-2.40309621489187,-0.993744129078826,1.2980364820269,0.464105961642842,0.952713680568917,1.08116014627724,0.785154576925172,1.59963613814102,0.427361916327841,0.0688877987695081,0.946120656127579,-0.449949899674314,-0.531248409227829,-0.881132952451415,1.59134613630532,0.258111046493747,0.445635511392886,-0.811525057096855,-0.0848671568475382,-0.237411372315299 +-1.42512661951258,0.572739555245841,-1.27100545490662,-0.734619445380247,0.102335856140082,-0.831046290947639,1.61802400140023,1.41014844733538,-1.44906925822074,-1.0877318001104,0.581030056820227,0.108855939128814,1.07798416745439,-0.447950071693391,-0.0698529587964088,0.196786181837028,-1.28953878166891,-1.42917905251073,-0.119833380866482,-0.553214799337522,1.18653655301318 +-1.60545832212988,0.374724406778655,-1.12162412398598,0.261662353100671,-1.19098942884799,0.255830401951854,1.05209187080882,-0.628867506109781,-1.25517773322255,-0.7475888098334,-0.984205822939122,-0.57972850714098,0.465628691208924,2.30473660367899,0.101289454713742,0.104601003359148,-1.03450952217953,0.500137195290904,1.53624959397532,0.140329825954961,-1.14127553354393 +-4.48221718886277,-0.425267721556076,0.309421147324671,-0.255671811947699,0.0416989086874336,1.3903787526727,0.577076827742994,0.712454448644136,-1.09183750457908,-0.476782483156182,-0.60465694127693,-0.622424247541502,-0.857451987643476,-0.963907537114232,1.07189835100188,-0.583625150822412,0.333669757564146,-2.28719991559252,-1.27819138855095,-0.214430847203287,-0.0497182365639096 +9.7869419501499,0.951012807576816,-1.19559332779067,-0.324471138792773,-0.711955978451687,0.472672404743566,0.30429017517101,-0.537072283296608,1.63410477545102,0.648624566354999,0.0713653840242908,-0.0975389297831317,2.65996283063629,0.156367355906996,1.27959217917754,1.30022575152263,1.19926252083119,0.749619937942485,1.54773934691847,0.928328441589206,-1.41857373129179 +1.24834485598403,-0.389237181718379,1.45054740058487,1.16201858448478,-0.312217504155129,0.637169147387407,-0.0296036722166814,0.347669366886716,-0.42286881754553,-0.296767356055835,-0.445257378617777,-1.2124581578796,0.0468431344641026,1.20312456248162,0.147112436135183,-1.91011009723281,0.614711919421174,0.154460309133294,-0.891185733998036,1.17520847065308,-0.597548508482898 +0.468079958883039,-0.284330661799574,0.386777209905475,0.310547734888749,-1.01029107664018,1.12061998949675,1.58413819714311,-1.05257485039496,-0.726817289179204,0.554691082810256,-0.634515447768993,0.639626972016277,0.622831829689077,-1.17637228783049,0.142532722015611,1.04783915572066,0.303742617129729,2.02580501286784,-0.540767069402543,-1.51602931397297,-1.6115887929476 +11.821664930123,0.857409778079803,1.01750060590446,1.13731764839269,-1.23011318450255,1.35162935568882,-0.733210303199524,-0.0880785123407226,2.73788995015518,0.851607995204583,-0.407613287464183,0.195805799157394,0.0111190521829354,0.567179184797957,0.771578860911066,-0.0192157814360048,1.20801220684058,0.604433656472234,0.431494621589374,1.39877545309697,-0.144945982911294 +3.42953709431778,1.7196272991206,1.18390063215551,0.625320807963425,1.50027431219005,-0.585223013788466,0.564250877998793,-0.634045255793478,-1.13014160181469,1.51731498489414,-1.37806044431062,-0.0202559830899929,-0.512288240615119,0.186395179999294,0.789517278931655,0.671712940471106,-0.250842323700969,1.32552504849604,-0.961790684609077,-1.47476760138534,0.803698680099425 +-4.24848034020718,0.270054900937229,-1.16856423677169,-0.554859886730213,-0.729526888925458,-0.0240612836170095,0.575785021630842,-1.59661904074257,-0.34801100881883,0.394087678813322,0.655443657470812,1.83316701137205,-0.0928411296056691,0.307989607489004,-1.30480737831525,-0.890984692734225,0.173319787121766,-0.16468171345256,1.01828505336507,-1.71931028042439,-0.34800928235925 +-7.6810104028035,-0.42218400978764,-0.497767512266278,-1.48367459261082,1.23292633432057,0.193453060425781,-0.273961255038051,0.259620668683907,-1.49808479141823,-1.28122652096134,0.108419087469845,-1.38090454075447,-0.378957617072196,-0.217790027667136,-0.633449502904636,-0.696459439599809,0.847304038805567,0.261332732379321,-0.848925703493532,-1.85627716646296,1.5885535703452 +-9.12607580555964,-1.18911329485959,-0.367639189409752,-0.415701399930008,0.0244722179325738,0.638305451611247,-1.05392102549091,2.39410184370074,-0.17475194851219,-1.03819284860396,-1.25807785260126,-0.760986835857516,-1.18866272699576,-0.441103203093786,-0.810910323511453,-0.993675375574429,0.842080635201458,0.0355125660881245,-1.44946194233729,-1.13788289196315,-0.832556972688705 +-8.59678611534331,-0.33103297887901,-0.248999625786155,-0.20929695567686,-2.52780086478832,-1.97195750520311,1.82495314485834,-0.405676856582556,0.204133902354354,-0.827230921153785,-1.33424284569471,-0.106790413144861,0.48692870783196,-1.38566531772239,1.0509881720366,-0.257241983491271,-0.907262837065797,1.35813569349501,-1.59302662773509,-0.0725076327410821,-0.731120283649712 +-5.89636099432746,-0.939829326510021,0.636355324999075,0.693395765050654,0.709440972597787,-0.68918563938263,-0.192920118912489,-0.488933612164868,-0.781641019591609,-0.49646781586527,-0.227366524158041,-2.91914357742772,-0.677322737589993,-1.39852588887075,2.06842586605465,0.0674392657623025,-0.386473832438834,-0.314311720609753,-0.942804664579713,0.230705565438878,-0.590699842074382 +2.22179665818361,-0.258932583118785,0.997065724081568,1.47942016491397,1.58697359205992,-0.756273591604627,-0.674140469474261,-0.811652917653303,0.642397415219591,1.27339544570778,0.18262391318143,0.0296766058318451,-1.04458158079608,-0.730275025454405,2.07776114061917,-0.184518573967775,0.106541639067571,-0.809991776769653,0.283539534772099,-1.38865080819565,0.345721809578023 +0.669872376149276,0.394379168221572,0.555793413296447,-0.832855835116707,0.00749421269256788,-1.11290893885543,-1.47427579642766,0.588591527541936,-0.235974103406518,-1.18534629480953,-1.59709160168816,1.68630859067518,0.26655602039315,0.838386348287673,-0.727422856680336,0.608926560622962,-0.770347346137196,0.278123410233237,0.439446071493522,1.47262850755076,1.23105949584715 +4.90842246322988,-0.851857092023863,0.12830955898947,1.07248142124463,-0.472541350767262,1.33915583260444,2.20683084980701,1.61590292026902,-1.57134341496825,-1.25466163231084,0.857674647295501,-0.0226086732382725,0.155730489518413,0.6598246188901,-0.996670212407541,-0.109422882760282,0.700412789360206,0.764764216627044,0.424766880228775,0.770527226213306,-0.729872164003296 +4.37961355723245,2.64916688109488,-0.0425818680600636,1.63983270962612,1.78941411592822,-0.679096476467616,-0.310656107493698,0.0490722426056698,-0.875796979049427,-0.0749744688218951,-1.14682001418838,0.642509372769164,-1.24787289957083,-0.434676101855118,-0.127947936500237,1.1838360811593,1.13620328815027,0.263118007600253,0.687378935630115,0.247535370715119,-0.617111477317679 +-0.504547264372431,0.156011675665079,-1.19389187807544,-1.77572094082048,-0.216359583608742,-0.0542063302067326,0.738246504686488,0.0732570106778371,1.05723006880466,0.0580527596899515,1.09504723352569,-0.643484400204879,1.0585573329646,0.408043549389044,-1.98438177633595,0.111618314452244,0.226853906721889,0.113374401858862,-0.0223795451145838,-0.30255999500326,1.07287185472597 +1.24115200534573,1.13020726745494,-0.0979110964254777,0.269643814244593,0.885721021627298,-0.743136471217202,-0.875310549912604,1.83024496431885,0.114431100619728,0.371217942055021,-0.348455314893896,0.0948013884720954,0.644125231484928,-1.36704001550675,-0.354363116186127,-1.47631162703365,-1.35641357615129,-0.0214159531088226,-0.00755921306695754,0.439052909214245,0.601976765134515 +4.66949853033938,-2.28912397984011,2.57344896740013,-0.637594069784433,0.871936910824424,0.537463390699452,0.636852579122859,-0.549556023105218,-1.19235827808312,0.356558645624837,1.33171251376348,1.64143795543891,-0.542272033467689,1.36192481128855,0.838273819822404,0.0707678312211844,-0.706470393400714,-0.808237080694246,-0.722939507807737,0.416003331662576,-0.339838887939704 +1.20515155161735,0.741001157195439,2.42135128854159,-0.185553276520456,-0.288613408522629,-0.356674449785267,-0.742366987104651,-0.629217575299967,0.775352116603633,-0.972440033221144,-0.452051233266877,-0.646816404378344,-1.5581500301502,0.145653525560422,0.0962970707121936,1.3736526676824,0.822295307693356,0.227767960670972,-0.990787009529442,-0.370990216245889,2.09999234997473 +-0.471359128663967,-1.31624516045156,0.488388596925636,-0.128173477251775,-0.681207776374808,1.38873549881172,-0.928881447263052,0.888486625878875,1.56008246413958,0.396578975155653,0.522621068787953,-0.00161641990746029,-0.319219938464823,-0.736554622105808,-0.678854351903089,-0.987203588219227,-0.572147808824587,-0.491604928011381,0.351440565859193,0.460193136886156,-0.668353360982396 +-5.52940526760433,0.919803677609141,1.81126992420376,-1.0917284451099,1.57492134113068,-0.0219565071655341,-0.636191902389655,-0.424374052336805,-1.0662149662555,-1.06417072705274,0.780089177866011,1.65927671973716,-2.43069710876339,0.257465922736784,-0.708671348232773,0.53131100383552,-1.62272274542433,-0.812061445223046,-0.734591222484961,-1.3656197217969,-0.773051155820682 +-0.410340358193709,0.398130155451956,0.433492092761514,-0.691890098654535,0.386511011418506,-1.6338514292043,0.309613939282488,1.65212840654089,-1.25746839224866,-0.144450431846099,-2.05199787252965,0.908955980019809,0.0430474591537762,-1.81437509410415,-0.526993372967455,0.922766754598527,2.01371682141819,-0.676658653404493,-0.0831654233328503,-1.23424233311333,0.283432691617252 +-1.02596857068757,-0.407528579269772,0.478587025391507,0.510707906477425,-0.694552716933395,-0.337171945277971,-1.71416560994932,-0.0888643364720167,0.137557482783974,0.478176100430776,0.508107411404899,0.265022828466562,1.7707012007523,-1.08704221908356,-0.837945423818657,-0.7307099335315,1.0648073346169,-0.714040128257756,0.979965300865554,-0.57997781073013,0.251850129975167 +-1.75590642429699,1.32425863017727,-1.20676648973965,0.143190738262726,0.0179293284397775,0.233630957144761,-0.559754847079329,-0.695487034233623,1.49707738124496,0.00597544695722446,-2.90878056323591,-1.4226570824573,-0.275362438981613,-0.295575141531825,-0.180963367553756,-0.757151915194429,0.180994479872176,1.30521927543022,-0.507162178820677,0.0177938483096392,-0.38822131367874 +3.40003415877442,-0.70123166924692,0.524051839519997,-1.35294796300443,-0.868864922848146,0.868440084418078,0.437185466191025,0.290501581088472,0.334270287590339,1.32318288493845,-0.318331463687933,-0.473254414713641,-1.13557897671726,1.30772884978475,-1.15230685020915,-0.227491840131082,1.32524785532278,1.51643356358952,2.51090800010974,-0.388404259102762,-2.26168475787758 +-7.36205291903746,-0.580614304240536,0.373331582668011,-0.693504822498801,-1.89269340631583,-0.30242067049085,0.103557978695371,1.41339019935632,-0.0155101512801086,0.398203174410629,-1.56920880113094,-2.75811742384694,0.28690907706922,1.54758526018983,1.22735754294119,0.771674431404303,0.927270276031316,-1.78352608695617,0.13807730351054,-1.47631260102907,-1.180117800172 +2.8534525305602,-1.00107218102542,0.236301812467079,0.694607390797872,-0.446902318516634,-0.180832572230785,0.684961735964004,0.400679286790035,-0.374697070637047,-1.69889435740822,-0.899344261289438,0.445300649647673,-0.37590868642927,0.769083707440388,0.549449452233772,0.274902372082955,1.64298451214349,1.67845442944672,-0.533639721148631,0.0647885602492774,0.385548828551181 +0.628994391625896,-0.668178606753393,-1.49791650623791,1.00348497939138,0.482755292545748,-0.480920833490341,1.21591461876965,0.358981583296036,0.0569233163376463,-1.59923347622815,-0.419229419533624,-0.147296869196765,-0.309933126491322,-0.223442809555799,-0.488256536356728,-1.06052003200748,0.876893900409909,-0.328769328662521,-0.088605649898258,0.684723992438256,1.45301889091027 +0.934615462676927,0.945184953373082,0.342894590962116,-2.30407762011132,1.27421843486883,0.469809681332091,0.707945869274681,0.83438655629003,0.662533175498311,-0.0451413964232251,1.5410949798651,0.877386493692839,-0.171266109318324,0.319736955840164,-1.01573609979255,-0.357754194228019,-0.542453591038092,-0.717640469280447,0.572825510402453,-0.988882048968748,-1.61940566196606 +-7.36151941623724,0.433702149545162,-1.13046879555514,0.289281111991241,0.474833735645661,-1.3516128641026,0.504252390825066,0.569359801378748,-0.519937035270606,-0.131775046848562,0.09334251547944,-2.21581697539296,-2.03913810410671,-2.36313614133299,-1.05187864886879,2.61614857272767,-1.11355763497312,-0.466345860592415,0.0891473576514813,-0.380094642170041,0.761636239639448 +-5.01172647000724,1.00515921767704,-0.5275250540104,0.667920501610833,0.435410400158701,0.115403320893733,-2.8322738354445,-0.120726881640977,-0.841996478466774,-0.90506705832909,-1.61281322633187,-0.124696611008932,-1.06545884785574,0.607089167790563,-1.28363535799771,-1.2890333516629,-1.48251344379603,0.751345823865658,1.78835983637819,1.38839055905941,-0.089070791240254 +4.08780195057529,-0.390118664053679,-0.520557013491038,-1.54021122066645,0.533567369739715,1.46887014655118,1.00223267946095,-0.898125179738795,0.862900358991892,0.327566214610528,0.325118406740652,0.00713635471474476,0.440541284599611,1.01180900329856,0.280451703594844,1.72683582709938,-0.17646482204361,1.06416376857519,-0.805531229649435,-0.0667980444551178,0.302464589838819 +-1.80986076724766,0.376370291774648,0.926171116512103,0.511997754622473,-0.788084204500801,-0.438112528602068,-1.24931397871854,-0.351277202846191,0.45095734175929,-0.764646672974781,1.81991765160203,1.07524864524333,-1.37965154495252,-2.4150311173229,0.20213605013015,1.21180046972815,1.17494727152466,0.980660131035949,-1.64003553965944,0.755254126432031,-1.95829262511085 +-1.44578903058702,0.244164924486494,1.73095934138884,-0.494299787333087,-0.050481684703477,1.20037008746851,-1.72467574994474,-0.119404621578882,-0.206738356092296,-0.769015557358756,0.44846521535653,0.972767619098644,0.463604468313873,-0.878131845178765,-0.47355788044793,-0.0670893693725354,-1.03011262296079,-0.531994409380169,-1.18832718946531,-0.316380509890899,0.743918464522285 +-3.80846586315826,-1.42625734238254,0.748178698864223,-0.219863922044958,0.253129086591,-0.426101800293656,0.49198333244185,0.235427260204728,0.474325330069859,-0.662873618649079,1.77501406583349,-1.7096869790654,0.782288557548912,1.92558052322788,-0.101284386163803,-2.39044026958044,-1.12194609813388,-1.80567266549853,-0.531293192555949,-0.269512185720849,-0.245567658949433 +-0.00632000376410546,1.77842928747545,-0.368939121994879,0.539699120178748,-0.343175466099007,-0.408173265369487,0.94518758133285,-0.675976052890643,-0.651878245055024,0.771525981382435,-2.03254963891137,0.93290554425526,0.791035906228409,-0.089463868596621,-0.174578380878786,0.628515043306226,-0.153519177602884,0.308411138797652,-0.405744815295108,-1.14401403783578,0.573027390492119 +5.64012795599868,0.134447660933676,-0.235857232621878,1.24089396178641,-1.39853162428629,1.64842190179843,0.340179262542231,0.295328463871866,0.594415443092572,0.544161251927633,1.50634843712732,-1.3024360042843,-0.899912011855295,1.10297461539221,1.1949419635884,1.28534795899472,-1.15590688107554,0.196793078037812,0.812922663487292,-0.552796750953839,0.34228217553064 +-0.143450809825655,0.765598999157864,0.902639747678375,0.193767060762388,-0.29619070865826,-1.00419778266159,-0.0534009897229764,-1.26925341891182,0.859107207625565,-1.00781351754897,1.87084550784011,-0.786799709240434,-0.503905982865463,-1.13103677239183,0.202241858497231,0.533412610325687,0.173664609434193,0.435258061497348,-1.36336290797935,-0.638545296514818,0.488443068646344 +1.86918167024621,0.955136676908982,-0.223534888010676,1.12128618655992,0.810325358445311,1.24020933052446,1.38196098309716,0.965318080139869,-1.21947940098056,0.938813090496745,-2.09805153610424,0.42818806269397,-2.45976372143439,-1.05780415387202,1.07101370708785,1.5517827082143,-0.884916191205781,-1.39371921778783,-0.12125295617133,1.49515171136766,-0.110858186329992 +-6.43444979883768,-0.0505657014422701,-0.390141923772595,0.82421291181623,-0.48176628339693,-2.07601138404407,-0.205989942424849,-0.0802002869384458,0.50841766345103,0.0049136276007502,0.114103191770199,-0.0238077050740509,-0.861794624937268,0.989672966076967,-0.258893733054539,-0.811087322257081,-0.288784737607452,-0.0642737899250135,-1.18006746961027,-1.34339419630794,-0.779144245515559 +-2.80832473386034,-0.305815419766971,-1.13289366964201,0.83374438048957,0.728843279009272,-1.06492723702937,-0.154224836010253,-1.04172761598909,-0.551355686825076,-0.436628836892004,-0.874534358083425,-0.636799102335532,0.660310971991424,0.427524555124599,-0.559661587326789,-0.266950383353976,-0.181872894528079,0.46987696688345,0.801522923845404,-0.131596778320503,0.858224363453197 +-0.998765834743761,0.893673702425513,-1.44364515347764,-0.347997971456728,-0.474993448090162,-0.372440372074066,-1.01737584976089,2.83312505481276,-0.722761649010035,-0.930628523620805,-2.12149612731335,-0.545651296400903,-0.188066511853356,0.423463726293463,1.75755627989237,1.56514436904913,0.100057319594305,-1.09921087528632,-1.69740205313416,0.0893157983132356,-0.0159452917328997 +7.12075355071241,-1.0472981490613,0.681736807341412,0.264190438574374,1.62590552985297,0.144512607945582,1.96920464106951,1.64670330301157,0.585062545111979,-1.48976345563154,-1.08021024189837,0.290076327934593,1.24970270798375,1.56963894296764,-1.14843879991353,-0.332443423329205,1.71785144720824,-1.24641522727297,0.967133425701533,-0.863750812688776,1.18744228028426 +6.91318453310873,1.97133738622415,0.0492399285187042,0.864623859894634,-0.293660009112623,-0.209001731749337,0.737241307590797,1.83757796759576,-1.29442040970526,0.530973198875095,0.895671790224173,-0.569153540041817,-1.06792990607054,2.32603672510083,-0.311560461516152,1.79189167904385,-0.536496318989654,0.0615136718656345,0.789190114575627,-1.20201984023748,-0.131368526106085 +1.90014336007695,-0.383632106288362,0.079666765501412,2.20289642019134,-0.836928550446216,-0.460077844841904,-0.423160097643375,0.857206787927681,-0.438351385135372,0.455619917214583,-1.26722309324576,0.918373391256402,1.08089421401064,0.150062933039384,1.25964458636934,-1.6747279035817,-1.25163690462912,0.845544037682638,-0.638916547318167,0.423167251402596,-0.136600991490478 +-3.77648575073261,1.65414530227499,-0.118798187077159,-1.46233429124307,-0.305935681244388,0.569638780149616,-1.57793418613203,0.325462549270268,0.506410255398756,-0.186668916588087,0.158536256192507,-0.129153500796888,-0.159143126141041,-0.683472033160538,-0.60885175280503,-1.59893481856744,-0.639629461203972,-0.646268057191668,0.797468404864448,0.45824161831378,-0.449118528215142 +2.15013326189386,1.51221269395063,0.733899837429483,0.412870740486717,-1.12245038974864,-0.580719858228454,-0.735617833764395,-1.34068463356103,0.488534902600164,0.0716026728022967,1.0624195977623,-1.89113690891224,0.752801530951202,0.555259945597481,0.285841271693986,0.0525022678829425,-2.57575567385456,-0.0053685652222492,1.79095081359358,1.67323803400179,0.245769018569114 +1.72613037933229,0.082965733585914,0.846668011336601,-0.710681279454253,1.42363549103499,0.0166454371248289,0.782414936078542,0.85193737864214,-0.655306324189361,-1.04279683488931,0.362605552665355,0.15190576159493,-0.177869023687062,-0.637471622834615,-0.167642605486206,0.977610192487292,-0.171187323333387,-1.76350949979399,0.608872634535659,0.815731116769403,-0.0032198640638056 +-1.21506157251876,0.5672209148515,-1.21684976614701,-1.22363094215779,2.15801475853206,1.04760107824027,0.838002243389911,-0.0149767710331786,0.167876169585607,-0.24872316222806,-0.758011755155191,-0.68955149919128,0.768832774831846,0.030288652378978,0.818677753090458,-1.56429859467819,-0.508837636261704,0.613210320531116,-0.526562765722404,-0.078044243014551,-1.96784892349845 +0.555030742887393,-1.02454847953446,-0.107222217897929,-0.31072901480047,2.01956267074897,-0.476181573720125,0.580414070762183,1.44283138937564,-1.33488688464293,-1.10075986693617,-0.994645624900178,0.521280623130654,-0.616231278749944,-1.37694322217952,1.02883044979665,0.328561801504217,1.96913174707155,1.9088563379905,-2.41160641063437,-2.20328476009459,1.41572959285973 +-2.27110234602702,0.323006503022436,-0.680598003754676,1.1227043393959,-1.17186210504762,-1.2036009238301,-0.436217270162827,-0.78635257431168,-0.546869073294037,0.35259548154686,0.29213746362659,0.0776694881742449,-0.610325673290071,0.973826220475139,-1.21648976380355,1.15889270779747,0.0156410664760367,-1.38760815355788,2.1578717235045,-0.246994313529203,0.752480760605883 +8.00711354716013,1.04361245835618,0.492887566148572,1.07300506204115,0.34094392072756,-0.104557808136853,-0.472927023836433,2.23816758873387,-0.0766178377687006,-0.0980484174624612,0.076315099795231,-1.33300836041276,1.47295960147802,-0.350699261219554,0.185915775292424,1.21118647113831,-0.0384069554843406,-1.64024886238789,0.653368013892547,1.38536398588498,2.15222671388306 +7.08673708768083,0.0990784868971982,1.2463981310705,0.852932039876016,-0.0251577866601094,0.0923958402500228,1.19026817328168,1.18892583350209,0.252031415708784,-1.44711753954065,-0.431697249006368,0.711202047974159,0.903202475167098,0.761225750078409,1.59942206241338,0.32991578746645,0.88753628755449,-0.921238743337018,-1.77595627415566,1.28960132600381,-0.475535166953163 +3.60458473949534,-0.45413690915436,1.28184340688173,-0.27900310345442,-1.24803996861814,0.28494582213742,0.688988467069182,0.392133777921988,1.87785854010673,-1.21589676176069,-0.388577294890165,-0.919095640557101,0.433022099701389,-0.534031565679291,0.550907517669026,-1.07471128493982,0.748941077444591,0.966141889026949,1.27479674976496,2.28531641227458,-1.31263144631857 +-7.35071222135395,-0.65578185245044,-1.36408357381568,-1.21150303961611,0.280354958624474,-1.6192249580662,0.964628751436042,0.240160616126877,-0.597112778166539,-1.44733637439897,0.0642473525776469,-0.89718840388767,-1.42364725436221,1.46618536220203,0.233754361229515,0.983822528981536,-0.876314178259169,-0.971406636740265,0.498323210351588,-0.630171361065018,-0.694391209614463 +3.96043909348663,-0.0359224226225114,-0.0327668870943394,1.01894232564626,-1.71576213655354,-0.179758564318967,-0.00881902232591401,0.449792236176549,1.11577285054216,0.713880522481086,1.61380651470195,0.286835630114513,-0.180212376363907,-1.45342420958366,0.131236942797554,1.37346249629182,0.308996018760947,0.160808421790052,-0.175103410237291,-0.33614395641908,-0.226305532012026 +0.713780242339933,1.0691614606768,-1.10946939931748,0.541541148323056,-1.00657771899778,1.08983015775117,0.198281850834609,0.203336469684197,1.21984252806018,-0.925800311737559,0.153392565969176,0.157027371418842,-0.194449760121356,-0.543143514734409,-1.71229841166182,1.37389565067749,-1.54946251397615,1.41063903115913,0.33935884087289,0.529750690556753,0.122383845557281 +-9.48463202844983,-0.483974930301277,1.02138768063727,0.117169966322607,-1.06604998783587,0.439790794539242,-2.63105978243385,-0.569379966302284,-0.255009001531007,-1.15877460687354,2.88564463331683,-0.529114021142225,-0.386107756623431,-0.675982284216015,-1.68477326276364,-1.0382708836347,-0.961899315203843,-0.603619742137417,0.759902808952655,1.45813096463916,-1.71850930253549 +4.80016996589737,-0.121010111327444,0.405494965119625,1.42926983247063,-0.754994400468069,-0.609814857085815,0.140790717332907,0.0929382420137986,-0.35798663835829,-0.128096519387021,1.50834963055451,1.18692127036823,0.462678623704544,1.18596772574771,0.30191978871657,-1.19641807241055,-0.494936708678335,-0.327949330913257,0.35815550404253,1.14988271830331,0.783827270867926 +-7.0135309450146,-1.29414000382084,-0.542068303255211,0.28699160581038,-0.0438938575371454,0.576151003382363,0.639954620912961,-1.24179100697955,-0.0767000804270848,-0.410974699150242,-0.577007149285275,-1.14988180565679,-1.52242652085252,0.555018016328827,-1.32949331231368,0.133049968382791,-1.02364449348884,0.0968460901392133,0.395056043984036,-0.449279869599635,0.024176552276661 +0.600435192436217,0.494312836014856,1.3879059266832,-1.96141769564486,1.00111132126885,-0.623793915128033,0.0915467081364771,-1.34914404727392,-0.33454557054195,0.671767360915026,-0.945526867310255,-0.122167972470859,-1.05047018144521,0.233927206146665,1.31269421850876,-1.47034181690083,1.39568873493375,0.00904258105204907,0.390994835699863,-0.762723205156852,2.10588105828179 +-0.953120557499023,1.30790152011415,-1.26955148364046,-1.10000928198236,0.372092414597452,-1.40121647658911,0.104331695596636,-0.971430043452447,0.344550171751062,0.0222111691896737,-0.205875024953028,-0.0922668599066171,0.00606340162409098,-0.833673465163683,0.553312394364565,0.707589292495695,0.538433333708681,-0.0336887562002426,0.624825602384629,0.635981539218305,0.0493841197881314 +6.07562890695932,1.49704100940278,0.918053323063508,-0.666619940657585,1.0385589199956,1.49091187239016,1.62425524063555,0.670891518094871,-0.401552002300911,0.192600665770682,0.590037792046792,-2.08083961077145,0.180785136550675,0.644808899268223,-1.43474566939848,-0.3559142525738,0.767106726101222,-0.994976912689384,-0.185813106181067,0.193368879019182,1.53937599045129 +2.54597780645834,0.814702730897356,-0.69435556111006,-0.460575348477832,2.17035630508886,-1.52011332366732,1.790775107554,0.078567467763683,1.08437969308572,0.22219278083007,-1.03505822802242,-0.796242612416972,-0.485268869142969,-1.75321669578312,0.886737132993332,-0.224576778149308,-0.386883126073773,1.06536146531663,0.497307270853986,0.601856851539076,0.597292865651537 +-1.80344296026385,-1.86978879020261,1.72636848967741,-0.639477286338245,0.0942863270562927,-0.312502153157728,-0.132033518812891,1.48465198837695,-1.13805471181957,-0.386685708183009,0.240190150298081,-1.3509255818559,-0.384114781405639,0.471456050632242,0.853422676094949,0.262500020155584,-0.974795497800879,0.696966031630438,-1.15794898844742,1.76431711802337,-0.614886981969903 +2.71790038366977,0.48202950412376,0.918244372705124,-1.06717283459529,0.323079216900302,-0.775842186349542,-0.411279092767102,-0.111970231347453,-0.745582002060594,0.339054159486386,1.45196973375414,0.416188752860416,-0.330341514971314,-0.0440441206282952,-1.11314864855282,1.34262733662832,1.48209791177278,0.948523376649133,-0.422653758869905,-0.90749610838248,0.00813040695057463 +7.60633497905382,0.456135603301202,-1.0537950212349,2.8710840783923,1.30389176884107,2.01563350633509,0.0511104373462828,0.436536989143234,0.882534183447506,1.06646158169946,0.987806127263513,-0.0238882396138859,0.299501752725601,-0.193596768178767,-1.42751388880215,0.685557479798376,-0.0523573935315272,-0.474154403126656,0.233522388252408,-1.2591605433969,0.749572906190547 +1.66037371528171,-0.353400285829911,-0.0107258753723542,-0.579711982460669,-1.03831499762614,-0.411924232972406,-0.941184929872468,0.283960050003767,-0.33205781002306,0.712547335502274,0.140704013866325,0.649047288283548,0.516656384272739,2.10810906792362,2.29859823717168,-0.8620266263899,-0.171008858641647,1.23207605701573,0.381899966813735,-0.537861852598164,-0.522602992359869 +3.29479669909981,0.170489470947982,0.689370848533075,-0.81308226811967,0.616806597104638,-1.55691381429562,0.368601254345929,-0.0882430674450024,-2.19505448263731,-0.497844526574183,0.35386042458183,1.90839652254261,-1.35286747621049,-0.223561030966208,0.592492697463455,0.807979945604535,1.1325016512558,0.903482542103705,1.25890340077804,0.285213001435794,1.9245557915985 +3.42558330388534,-0.864035954126904,0.341343974592612,-0.721263398071005,0.866630131356169,0.856982605143306,0.510012215172605,-0.202187609639839,-0.694188908183797,1.48534093274735,-0.312576331382909,0.301682627579289,0.0678658125229367,0.336501440725241,-0.177646738496207,-0.811896783743687,-0.247703705136749,1.87117411395958,-0.299813240108481,0.72559082735894,0.00390034524418258 +6.79415371217444,0.679230774015656,0.931995927538508,0.180734413142937,0.809654692186281,-0.617468376466071,-1.90810479860764,1.58481856686746,0.501381094122226,1.16107968214689,-1.36823949807219,1.89944105341877,0.851634122362252,1.96903418168536,-0.0381991381831885,0.259807305315585,0.174815767232917,-1.52260547918219,-0.853658264692721,0.228591779074761,0.254208534095198 +-5.9700559468023,-0.327101014653104,-0.833442563318023,-1.31777083313604,-0.256909117594855,-0.737291247671673,-0.0280564703261858,-1.43438534640119,-1.19678402449759,0.298204160452404,1.24943117352994,-1.51158800579565,1.09814394768798,-0.542628744737174,-0.099279295200379,-1.35629651140971,0.449430460921065,0.524552274496964,0.247267858331759,-0.958075178368307,-0.272035915711386 +-0.935324835851991,-1.56908218514395,0.343462601814943,0.9091321395021,-0.999654126941242,-0.562111598322757,-0.807159829319299,0.138240786219376,0.914718920668889,-1.18911172128729,-0.285995518247907,0.561596017628049,0.907243175920501,0.0565631524251749,-0.176682085738641,0.795946165772101,0.279488579010056,-0.581234743268417,-1.04793990729493,0.364718931114721,-0.271426652035836 +3.02722120163472,-0.367450756170482,0.0160926119054243,0.237703338169411,-1.11121226964602,0.900714980484592,-0.259272984014231,-0.221072137048749,0.629112142711183,0.87534598417841,0.878546889013254,-1.46490376858674,0.671406933565831,-0.729049003451666,2.20315193407518,0.692951644477766,-0.972541202727694,1.96346701817098,-0.922913176412638,0.422119299979544,0.192060554516779 +-4.19074141649715,1.36443492906985,-0.458272053877572,1.13442091455142,0.0316197007399085,0.0258286617681936,-0.96588938837975,-0.779031427257523,-1.03124393679001,-0.745438671838441,-1.63640809470713,-1.43055818297132,-0.188803408202371,0.742280670845877,-0.550833878266686,-0.555687125504463,0.0574177410930149,-0.532168466970815,0.94806407166541,-1.65735907597472,2.53945134915117 +1.46454761375269,-0.334281364731164,2.18084691563033,-0.734813753283098,-1.01986326665792,0.794104406571419,0.671300548608425,1.42311288067047,-0.462807029539113,-0.0646564963487386,-1.38845275132651,-0.429776316566164,-0.622060346368174,-1.01781455771347,0.117403812424926,0.741305668886889,-0.949433204017838,0.908198299344284,1.13254189921324,-0.536147639819509,-0.444423487171751 +2.04554953784542,0.732750042209102,-0.826916257345641,1.53226097072265,-1.31510486496112,-0.0929583808438833,1.66466007535973,2.03572902384679,0.872821609357434,0.318044754679594,0.957301394153292,0.637246316047013,0.175527978626572,0.163832110746415,-0.757882165577443,-2.16107918855301,-0.414319213796337,-2.52256685261837,-0.0859754872583354,1.02555571535359,1.22797400693905 +3.61305485604597,0.946585640197786,0.089257159974737,2.1838876619368,-0.697895822941545,2.51201897111915,0.250705067386796,-0.347188895614096,-1.44996405268517,-2.04271775708543,0.907935682260941,-0.592819762385451,2.40549135109403,-0.744556642176312,-1.20988427024966,2.1524072523205,-0.85948055022215,-1.1921463383538,-0.549454772627152,0.519060926913129,1.23515878152797 +0.75899998307331,0.00439870432637403,-0.157931107179312,0.497749845343939,-0.564543324831823,0.801347697215835,-0.497936750518191,-1.71961076725523,1.54916926685346,2.03719937210536,0.74258362959935,-0.214219041379488,-0.026647461072507,-1.05511782370734,-0.130291459897326,-1.00401424199728,-0.267920241795099,1.09598831485084,-0.537565778744045,-0.445833620413854,-0.90037937263901 +-3.10281341361885,-0.352322305549849,0.485045638013017,0.799953805822859,-0.351492420967663,0.131146463699412,-2.55085434627824,3.07680701929061,-0.755323111508364,0.143666696494664,0.541866750575883,-1.12436767294689,0.528749310537277,0.637594255012248,-0.0752083952066502,-0.170430622311378,-0.793602798466487,-2.11240687751296,-0.700745212523216,0.426545661416319,-0.796004642800466 +-4.8212606755268,-0.529695509133504,-1.77498807212361,-0.471313728410173,-1.20587734072229,-0.411176691532976,-0.183149800144842,-0.536689623817005,-0.254639517931384,0.942215554694402,-0.981899573689106,0.194753730098835,-1.58631182122896,0.801019558521011,1.63232009964037,-1.08591868069516,-0.0431568821058548,1.00800843316691,-0.690421300724863,-0.897716702952506,0.947746149628152 +3.06080787021186,0.739589225574796,0.741601787067044,0.939531629713523,1.0018835017482,0.734673072903641,0.484585211902717,-0.828498542309247,0.612185831453319,3.15111723327006,0.383662447503028,0.539928669805669,-2.08371842504599,-0.60688896684377,-0.979942064230644,0.331370739855708,-0.641927601810755,0.715931789388137,-1.59803984391569,-0.770747433277744,0.993874029417205 +-1.07835269934486,-1.06345741548281,-0.443717185887011,-1.56502481375276,-0.243350194657857,-1.54150045454004,0.425841389364833,2.2300616211651,0.388915396524875,1.66042626323233,-0.225981507725416,-1.17285162548355,-0.271650829640824,-0.1894612479883,1.54939066830327,-1.06091318826725,-1.46404362089568,0.450930759430993,-0.224369026225389,0.50410787702286,0.896518100526175 +-0.878527297903193,0.2462108435364,0.113840422347789,1.50071457642706,0.369079599313071,-0.614627235014805,-1.35942885584543,1.56817876607682,0.933213415786623,-0.210545222540701,-2.2201872629627,-1.96409732284031,0.430315157442061,-1.05732166756079,0.022445395562453,-1.14544923326826,2.68479707131303,-1.70627789455598,0.610563936229918,0.129792951276633,-0.210905008574952 +3.93427006099788,-0.289499366564312,0.826842470989363,0.967269280728459,-1.27709713837873,0.223944415768477,0.571750178315804,-0.445876224748024,0.628581672302716,1.12479834206547,0.925679366248133,0.131594419518035,-0.227283199050318,-0.00495719452319498,-0.544140201842525,0.896364510162007,-0.314591797139446,-0.763472660274632,0.592181299223792,0.199302429921836,1.03610197711622 +-0.77907084509713,-2.26488935648794,-0.261203320984963,-1.17242877741109,0.118571360394302,0.161112462879676,0.716301741058449,-1.27455302810541,0.0410752307603968,1.65424728043082,1.54314098536903,0.351123049897086,-1.18823439185728,1.85196405138626,-0.282873828803832,0.335735553680586,0.303061378394884,0.607057020710318,1.12203734421097,-1.01218041253304,-1.14270182273524 +-2.82407136048404,-1.40885045607319,-0.745052606200238,-0.224467906610213,0.248522020442666,1.37184805645613,-0.255060313710949,-1.47669454817418,-2.13672420154225,0.0564386642995093,0.948318933550955,-0.648390769389734,0.402497029007388,-0.612892859746303,-0.34680252624397,0.621193942101357,1.2408249637238,0.00802191256856147,-1.13855863543372,0.784366116623124,-0.117396451792574 +7.90381988691653,0.916019328792574,1.26323529773384,0.0628752865422913,1.05746837044672,0.351622036013743,-0.200839989025749,0.434142913150233,0.147727611940635,0.268647729645859,1.29990497777575,-0.307922208889852,-1.30503258382491,-0.175842867005307,1.05308022609841,-0.673005265905349,0.906706403922295,2.39365659741014,0.422321038706107,0.0924192494471237,1.13976657531702 +-5.01512820284808,-0.1912789505352,-0.873230779899247,1.31978246053607,0.947452114796466,1.54265271351701,-1.48719291140788,-0.981582321424876,-0.240946040551397,1.25290100778044,-1.1519504467244,-1.45033273278798,0.64311277206608,0.13979851296379,0.474503970505884,0.0238379573318892,-1.14183497500193,-0.843873018083601,-1.10292968121894,-0.412008413307939,-1.26350499982243 +7.40539486001297,0.803283216133648,0.79193932801279,0.359911522429765,1.28618342715919,-0.728711031492027,-1.31021641482242,0.654544623580158,-0.40038776971042,0.85331412525339,1.12483469817386,-0.217742035360123,0.618605930996585,-0.118296999616617,0.98563107795611,2.202094347332,-0.355474074520236,0.0419090130894728,0.0146680764478311,1.13629306082424,-0.14773142545427 +3.96400156112027,1.8874744633086,-0.398666846274662,-1.91225685440083,-0.275445133962589,1.01654329781372,0.175559569783473,0.455869691856588,0.829802956326624,0.089694513902877,0.643063888046196,1.12606615424531,0.100205002883156,0.48271962025865,-0.71696483258088,0.892072292459386,-0.985356245103542,1.20436685111106,-1.09240178198942,-1.70069377546291,2.35409933555964 +9.45782785209466,1.47388118110914,1.25293496240242,-0.236310881843518,1.51301018881654,1.55048135903622,-0.2482260744281,1.22718299081674,-0.358439382429341,-1.47503163121136,0.603159929707885,1.68134731464364,-0.367124793782597,0.299811998547389,2.10035256503798,-0.394503749520395,0.921909834714737,-0.421046252463888,1.67855129603918,0.515072275475476,0.675237576910463 +-0.887296021425484,0.677268492312998,-0.516700242218841,0.722902277485995,-0.118940782533864,0.395434473575262,-1.2968606795809,-1.46719336500308,0.0265370104762078,-0.823591474022771,-0.834083846438379,-0.928818096507925,1.79438798877893,-1.39661217677062,-0.247318570110305,0.56935323674012,1.98136760229422,-0.377620864825835,-0.00753379806203095,0.0284746381405532,0.132917918099772 +-6.59329083922386,0.379962686566745,0.186995232878252,-0.177391431146279,0.764715925097099,2.51650423675072,-2.18164026765337,0.800043660728095,0.403289891834549,-1.44017374431071,-2.15660652112413,0.0890102881535608,-0.931136832006037,-1.30686068096201,-2.24367627267098,0.0376721113070261,-0.882253486898041,-0.453565735200255,0.178438885936467,-0.57737253811539,0.31482525391533 +-1.03966281366316,-0.192798426457334,-0.821137742144397,2.62726235299665,0.696856347351289,0.226139962852434,-0.869918614710645,0.615202144327243,-1.21536951130672,-2.65847701652475,-0.334598269525296,-1.32468861782457,1.73208610496248,3.06609333340376,-0.0176992668604784,-0.561353074764315,0.54353846487795,-1.93060587443031,0.802845870213078,-0.35955483178731,0.221374262384997 +2.91777350989562,1.5778917949044,-1.49369543618162,-0.34533432830063,-0.156782157310647,-0.297839743208839,0.276769940495167,1.96174666001215,0.250141288356149,0.701310426188402,0.21024659333618,-0.430026047298724,-1.90556237507946,0.492541202711235,1.47407584291748,0.192164349335906,-0.320866319964626,-0.0279796781508986,0.45544431999758,-1.0561670198924,1.40543318189216 +-5.41209137764176,0.596234109318454,0.859783229340417,-1.02568474678394,-0.393060710332832,0.768754840227412,0.228900872589922,-1.0316245174463,-0.880614579574059,-2.7278166723252,0.371473891134443,0.800997879058777,-0.241464643388219,-0.40661283843957,-0.36295508611361,-0.199461728651993,0.778090034671567,-0.780811842801956,-0.0322229101175779,0.459322716984154,-2.14853946045339 +-1.15607840277446,-1.17357694087136,0.983394879751153,0.127079305277616,-0.563002560264692,1.74696112275726,0.784906940176206,0.190229931601888,-1.27167613884629,-0.660770744701953,0.679909911747043,0.22162433168295,-0.0737374234861615,-1.09711317826856,-0.880905559739203,-0.58921659294238,-1.04973488612531,0.125421161349301,-0.11308737098167,-0.968823173407047,0.0476353331469317 +1.02497810122024,-0.155642534890318,0.507625125991639,-0.207409149266444,0.744441983707356,0.929548354740699,0.113791859375567,-1.22731925369061,-0.951060183986488,0.362579275946628,-0.562403064897826,-0.721963075877779,0.719033114736684,0.207184113355659,1.58206932740729,-0.328228067840748,0.0215261735607254,-1.13618907535245,1.6282727296409,-1.3992668685065,-0.366262004703149 +-5.05172104712979,-1.91890982026984,1.61083986548344,-0.937429998159329,1.53959268313437,0.620171320294234,1.12983988914751,0.452572553799656,-1.43755222633696,1.05002017950299,-0.242591635166545,-1.63883943053494,-0.547677710263776,-0.751702888918268,0.34964250149944,-1.70798668139768,-0.271882203911805,-0.76160056172639,-0.380120884175597,-1.72226686270583,0.68026717709449 +-5.79358131606074,-0.195258846110637,-0.519215406778864,0.69246805452634,-0.374733552015658,-0.366513859601293,0.757419228033399,-1.12846854645388,-1.63911012970392,-2.12604533767145,0.901455486035311,-0.159246514461205,0.36141929847856,1.0521444907443,-0.730850704629517,-1.89208498082303,-0.573779966643408,0.507208921988506,-0.247213666118826,-0.257751951938931,0.732623041309215 +-0.247888988020061,-2.59232766994599,0.109341375722157,-0.768555532565203,1.2699422415252,-1.04209216356866,0.205491011122696,-0.0417923851480524,-0.480151429250034,-0.18292598775288,-0.0557174203731504,0.771772462287606,0.765776602001904,-0.353721955052408,0.780167959124645,0.518763269921105,0.603899740737612,0.725737913600895,-1.97639197556038,0.836932990081771,0.014801026342082 +2.10143850622748,1.31400216719805,-1.96170896088055,0.971321844670985,-0.00945374591375167,-0.530066618998255,1.25157739016604,1.10147254440325,0.715388324652944,0.276926955398603,-1.02272722026918,1.7481963303464,-0.0966270412699693,-0.683569308358205,-0.629146259370143,-0.123988582008978,0.0384310751013412,-0.294420607082267,0.59608531600307,0.369365923385864,-0.176334403885408 +-2.86625635730046,-0.635543001032135,-1.05953340160063,1.50638314878161,-0.83672510061115,-0.0409162123276215,-0.405380719988124,0.787421416044266,-0.583863716137003,0.955660372975543,0.205322414103666,1.09457114915243,1.49519177834915,-2.542083038786,-1.55911071362974,-0.715401186228975,-0.811964199110869,-0.311455902043051,0.555198267347374,-2.08367082784701,0.959450383727257 +-8.9771264832289,-0.429978838694188,-1.95814318122856,-0.606544524311899,1.78642865312874,1.10795251077064,0.213663084727736,-0.843536847862436,-0.475801150943065,0.153765231105413,-0.938090605320978,-0.0478494617046007,-0.772495547368147,-0.740173320700217,-0.702765817731137,0.303153519933919,-0.396025540502505,-1.1598619098766,0.301861069257016,-0.846302471662459,-1.2013622655823 +-0.455932052174816,-0.169318332301963,0.0173904663806425,-0.0991110681556154,0.116661951150443,0.286905551691375,0.202228186380732,-2.14095224801315,0.436892156220676,0.0955076231573116,-0.796808301373779,-0.900032816607941,-0.153731047253771,0.777993642473354,-0.23256473214713,-0.34149153068865,0.370415628909668,-0.51770236566805,0.500971777060557,0.827448789454669,-0.0855834744273326 +4.42067552831852,0.612218173989128,1.56167879028459,0.879709228758703,-0.86820467354125,0.468352448403711,-0.528963105345804,0.186837920210846,-0.8283444014235,0.406328537689323,-1.74193079195773,1.53783076204097,0.17863823980823,1.39243714032788,0.0576802572237583,2.01366234671754,-0.00661808860486866,-1.74965910456963,1.06383996844411,-0.122557419195783,-0.606388240604555 +1.74153611203032,0.6783401772227,-0.213843730620366,-0.392255305519385,1.13986042077784,0.755004960985271,0.181394501045078,0.143005196234689,0.35800367107009,-0.534473912309157,-1.08108799676764,-0.625193299248663,0.18805831718457,-0.709001679484803,0.377529748490671,1.2443550975765,1.40839276827477,2.52963609945946,-1.04859162520909,-0.488643544467944,-1.11986628454874 +-0.358789956101555,0.567951972471672,-0.0352377309118772,-1.33424383918717,1.44902374196393,-0.348814520013568,-0.0893216414633126,1.71844841198859,-0.192381355551443,-1.42653542200591,-0.549784866430538,0.821431001881838,0.722607969543077,-0.74118968265595,-0.669207340782681,-0.383759973122818,-0.0335100273642422,0.92764650011133,0.123666798829104,-0.92278324140274,0.922252133218563 +4.45429171284002,-0.572542603926126,-0.0462464717100306,-1.7464546138038,0.222310010912409,0.345040030081067,0.316772886896184,1.41999929339752,-0.14287825118459,0.841323589168444,1.23403534325959,-0.335211875650717,-0.203769498360164,0.401792619146215,2.27816542672715,-0.0285153482242,0.600689286875158,1.0134356161947,-0.0698453102941616,-0.18378873937925,-0.886482308327316 +3.70135106097745,-1.36329125627834,-0.736073810173021,1.38554382026751,1.87241024377731,0.00727576494855876,-1.74357991747834,-0.0853488029965182,0.39788226151999,-0.715920424458576,0.970290495549702,1.48408565833764,-0.402363328540343,-2.04777515278094,0.828246907920657,1.34489369368475,2.13744119646442,-0.0543624494340517,0.13109992220064,0.113940609532901,0.539470137670413 +2.59503968187546,-0.388722244337901,0.287419503545862,0.300207698917832,-0.0723993863438762,-0.72671287524687,2.33660968673698,-0.0356366847645641,0.882923640485543,-0.0716559865060974,0.728942982220918,-0.988106307418474,0.712578326521377,0.290198698499724,0.358433582635565,-0.084123696025064,-0.763150135389354,0.662814880852632,0.832198016323261,-0.721033652136013,-0.232171807293796 +9.10565689809594,0.277914132450543,1.41571534281801,-0.0714856034001249,0.699565987609925,1.12663787828088,2.24910115601854,1.49872934356917,1.14924967800673,-0.992325336900279,-1.50908876105238,0.524219134060768,-1.04001944593092,0.830528561946867,0.925992081470056,0.285124215779451,-0.99645188705904,-0.487973388234946,1.12107055294686,2.30474933148667,0.42515728379355 +-11.2043637057057,-0.823081121572025,0.432365074915211,0.941396699472867,0.705323344753933,0.0617158916839888,-1.21383385137736,-0.98156445801962,-1.00493919018194,-0.156717511981434,-1.13825747937957,0.377870112428174,-1.33612096576329,0.420192912624233,0.105843947948666,-0.659965655559018,-1.56656649209865,-0.473489684014853,-0.608865681797625,-2.69857920409514,-1.94514266633697 +-2.65409492772078,-0.0688409344784646,1.54033180457883,0.19963042110115,-1.11317728598127,0.545614444606435,0.717183004714186,-1.20602785819007,1.17945767590269,-1.23683723130706,-0.133818050668346,0.593534049086857,0.353118484133165,-0.31541149420525,-1.08597999206358,-0.601352088946981,-0.460644563972752,0.495171172787792,0.0040250922307928,-1.27377943666582,-0.844917621276447 +1.32056784145405,-1.1676623261298,-1.71177024087419,-0.267689409969819,0.492749435888096,-0.40757660312827,0.125825136701712,0.645513949246848,-0.384361663344699,2.3286700462466,-1.02632419177233,-0.660355685621365,0.194681202298423,-0.155427015896839,0.153057392819729,0.149935323592636,1.11115430016489,1.42401193474836,0.33245450685029,-0.014185012299947,0.0355821692840222 +8.99893875231947,-0.0083090142156068,0.193773443485366,-1.17777399224314,-0.441937199155944,3.07205533739196,1.9610173425232,-1.30864016816013,-0.574560284017081,1.11490838981207,-0.650096415315375,0.538891306992387,0.749167157069295,1.75252396513387,0.799810466025366,0.869626233697449,0.398678744774874,0.782615430729158,-1.22106305683168,1.5151620253119,0.207956042582165 +-2.19806844518698,0.128855401597405,0.0629636696052556,-0.372743834804698,0.0342977179504686,-1.0739258487082,-1.41616634124812,-0.129997997754431,0.403975188711146,-1.37710112162611,-0.595552039531158,-1.32301112246866,1.29835104566976,0.726964241327078,-0.546098953603729,-0.084489587780593,0.868026859998709,0.623980699497252,0.164270576292063,-0.615022426908933,1.18632149410621 +-2.17545893256508,-0.145875628461003,1.67230873524118,-2.75750367648725,-0.460640510880369,0.482922593790344,-1.21869708132885,0.761173331032241,-1.31116658573204,1.34003590805413,-0.0943222346458504,0.318551247187185,1.54441471909264,-0.518282305468575,-0.560810837286846,-0.0768162381052087,-1.39290869815061,-0.158913704406742,0.345857923143495,-1.07952984326234,0.360559297122195 +7.4938435427906,-0.163910956736068,0.888334466403392,0.834727082701252,0.347949952878931,2.4851599229659,0.905687189597966,0.496447475536571,0.18584062178166,-0.185358950103521,0.924900747399521,1.39787512056951,0.231870674002732,-0.218201199980645,-1.29024716863516,1.24889976916363,-0.45978270879553,1.47074292315435,-1.19816440417823,-0.940253115371194,0.66388629501606 +-2.75188359575301,1.76355200278492,0.296493873145917,1.27093429353639,-0.796851528882427,-0.470868651056394,-1.34761107802556,1.10879979055486,-1.49121617471035,-0.143896020425049,-0.427808561310298,-0.463859586056919,-0.035940849401377,-0.893309183607821,-0.69960505338364,1.03843781979846,0.511760504880315,1.24049708022117,0.707258366445924,-1.46974749478652,-1.1596749359266 +-1.92647570197917,0.762586512418318,-0.740889592783282,-1.57115194003093,-0.474035574591624,1.88152920695085,1.00340732541216,-0.17326837804241,-1.8873659638199,0.637789768609826,0.862443748352077,0.433574662820028,0.2924546427992,-1.81428028980703,-1.46432872319077,-1.15100093056258,1.64746505739507,0.0870385566808378,0.242398896623215,0.0962641632342013,-1.76715861339164 +7.2569942760337,1.11143108073063,1.04646431959087,0.383544795157483,-1.50018078084035,1.56783680287629,0.422797217033678,0.310679184680263,-0.361440509026632,-0.256766270862889,1.7905834270595,-0.277006644402694,0.0634153217324504,0.607187169591877,-0.372110934552291,-0.690483584035187,2.47102456793629,-0.05096334695516,1.33299572056796,0.321290939300057,0.411861249670415 +-0.397069428316444,-0.923206952829831,0.222398110451356,-0.383422963501825,0.552896519474558,0.286675724496994,0.728942779126005,0.315668581764037,0.172783383356497,-0.0911981025762297,0.239933287601193,0.489662593119653,-1.6934126205743,0.494884691220943,0.133017998632871,-0.111792354260169,0.659376951085863,0.258832695712795,-0.510365801973177,0.640861338456384,0.738945512012062 +1.43108864305306,0.164341838427956,-0.598761408742685,-0.743991537004003,-0.752201063902124,0.451067256731202,-0.532666745048293,0.718325867624461,0.328445530390039,0.0360766416386759,2.50642349848688,0.417602244489788,-0.518335024262085,-1.25632024680179,0.124550900384541,0.491934498328037,0.0912429863521678,0.262074038239679,0.126627325840707,0.0724813109496755,0.586800728316532 +-3.80108239777895,1.15482518709727,-1.15164547863888,0.0433801427254346,0.295983006108353,0.608335973180363,-0.903128346512712,-1.30185864746071,-1.75578387488551,-0.824448711622853,0.677599624214753,-0.42036812942814,-0.416662186632174,1.38965668387984,-0.103200892359092,-1.04765415197698,1.15524862147673,-0.428307124181484,0.662711867330805,0.955325879405997,-1.73592969787305 +-2.4411141007466,-0.0565214245264898,0.144360162848759,0.502424108770103,-0.112605162235411,-0.153027677470676,-0.370267557118161,-0.308984206452657,-0.715209891105316,-1.62755499030167,-0.356904913809289,-0.945815937681562,-0.829428043937721,0.698277183701906,2.83805969271827,-1.86604935854431,0.923103333271643,0.695569170960517,-1.04429822965949,-0.816796273671143,1.07595476139556 +1.85069155100277,-2.12936064823465,-0.547393481874579,0.893449633743116,1.87941649050792,0.582751628233768,-1.70081354239179,1.94570984130834,0.352431006416721,-0.500921620065914,0.571675703685367,1.07272252102484,-1.97772403106345,-0.293587294144669,0.832487729899138,0.391828676365224,1.35540246421909,-1.06386017555011,0.336430306075077,0.342246080617567,1.6937644037652 +1.94883509590608,0.344845762099456,-2.50242629826756,0.524178285493843,-0.948860596148357,1.12119413482996,1.342942458145,0.670156449740852,0.709416979794795,0.911542037973492,0.936462567198775,-0.736911039649037,1.94491175053773,-1.6965408274234,1.28817139475451,-0.629985374530756,-1.46450868628662,-0.770130470618885,-0.660007973303127,0.527913634256168,1.27997817459999 +-3.2309411432992,-1.90495544558553,-0.293453853912661,-0.0440782737920103,0.522497008116011,-1.26778105322272,0.853819698442536,-0.966326121970193,-0.254981066077254,0.467409610759458,2.10610396558207,-0.329628028504298,0.949263595733344,-0.0199993223228628,-1.75519341137413,-0.739255620599205,-1.22428660768777,-0.364312257670872,1.47652751150707,0.168096497083964,-0.201310143509756 +-1.2077213998278,-0.811170153140217,0.0400862884434671,0.0671602351505324,-0.57325649009623,-0.05343716661732,-1.02099810432967,-0.185016932997318,0.0728605217973138,-0.589905035235175,0.243762299962303,-1.41676235568253,0.110110760614656,-0.304494741124428,1.08124653925026,-1.50275483063864,1.18398525816029,0.153219859194016,1.11262207746695,1.14717790720747,0.247430434196393 +-3.54540127488395,1.3240043212996,0.134056858389889,-0.990486696815303,-0.803801799101024,1.03687660460262,1.22048645079488,0.465175316229613,-1.19849013082307,-0.420262326448227,-1.35317708539103,-0.389287496516075,0.498405894552052,-1.71296212786358,0.488637738052838,0.607860091239561,-0.292230159093338,-0.940602614806512,-0.580548495080746,0.488997760195589,-0.327589047322883 +-2.23650729406562,0.615636849302674,-1.42130167574704,-1.44966979500066,-0.305968727821398,-0.96934799479619,0.0996915606687973,-0.241038794018505,1.14445761128671,-1.75247934414466,-1.30530113527409,0.492367472384286,0.265463125754844,0.847602613332445,0.011958546941104,2.85053446151953,0.626145417543276,-1.1534252253116,-0.273088967183713,0.318292300558522,-0.660743682683744 +-5.26428471336433,1.09166895553536,-1.40432281444744,0.44601119611184,-0.134112769616286,0.289183678915068,-2.4721373990355,-1.5917500459871,0.131640419173971,-0.553011598475932,1.00263863352685,-1.43551756534961,-0.790215166415665,1.22652245373505,1.37790001984122,-2.1666815089368,-1.03612083642152,-0.0322285170797652,-0.610465216498943,-1.00998526013234,1.56185060179908 +-3.13560784445245,0.306604861513632,-0.702255707086492,0.678712410989324,0.63465858894208,0.436064893331986,0.665016231832149,-0.0110601261771416,0.393289828812933,-1.07247305307926,0.494048025378775,-1.86946789784844,-1.82782267112745,-0.26110509605417,-0.460362127347683,-0.622557325952234,0.313746210897645,-1.05981244759423,1.06369886085771,-1.31059128385371,0.475336603332515 +5.11157305430162,-0.110158762482857,0.47589832790487,-0.0453117031941477,1.78211971994963,1.4056018116638,1.49456328221784,0.672951780255947,0.72025531566215,0.800243002099178,-0.233736761649574,1.04798479522368,-2.33997877823527,0.571572231395804,-0.967699377495041,0.295622288444147,-0.884096895548535,0.306510606708071,-0.280884159528264,0.501075902611064,1.75108487184435 +-9.73035975038469,-0.924312773127284,-0.225945788407352,-1.47493687032907,-0.674859534218602,0.0813724071036365,-0.870327742203083,-0.325581219054004,-1.01753724225429,-0.637974952378264,-0.70861899075367,-0.790265566403741,0.0928331955875586,0.294320672564079,1.26024231004265,-0.160159641498043,-1.57174601474555,0.270998872958637,-0.98365392438746,-0.648840383192543,-1.47045295444859 +-4.96608190264746,1.5929137537192,-0.0572688133037461,0.33115805852087,-0.18136334503042,-0.508179852826461,2.28871953656688,-0.861738186132765,-1.27921569413103,0.434920510100143,-0.806046339632008,-2.30734697029437,0.329460185734756,-0.557996309744273,-0.142835740965408,1.0937354279836,-1.22103107291559,-0.997097299017049,-0.410927168922026,1.23299134025279,-3.09906333886789 +-12.1248781286062,0.0450105981218803,-0.0879466294176293,-1.86309889417505,0.099517955731187,-1.4117743797113,-1.08982878103216,-1.765375412263,0.75003421492832,-1.75388437625731,-1.05260587692341,0.65281954534193,0.170624327227434,-0.617354554069843,-0.414602222372482,-1.17894861163111,-0.656340748125745,-1.69937583710847,-0.365648504342095,1.25900945094132,-1.72255497630512 +1.42140098265448,-0.715128400667883,0.0715179562071411,0.63985272638027,-0.727292760288434,-0.747742074829881,1.22856023984263,-1.12468682638185,-1.11614885265796,-0.338208278557246,1.12574979591318,-0.69358622459477,0.525772370738107,-1.20717417051206,1.62083018901225,-0.202710404043179,0.471504246780889,-0.0853252514499842,1.09708830233603,1.34118953423616,-0.288653839765533 +3.89273306996572,0.865223099717138,0.164402698819652,-0.52389227909696,0.419002316381497,-0.844503934988731,0.169481479706735,0.999654018189792,0.157570857372163,1.34564427835255,0.0193495876389854,0.178740129098188,0.766820724445387,1.66191220136742,-0.894175270549685,-0.925814010010802,1.00310002516137,-1.39607278529027,0.742525504697238,0.179480329380384,0.927410822998449 +-7.36980206194568,1.0744409582779,0.349279032212051,-0.497016788064033,-0.958464847595628,-2.32418091179979,-0.621037259448051,-0.0210480594649198,1.37090507935331,0.125200756476689,0.341015755223294,0.603707540292787,-1.25596714468216,0.695266086995902,-1.07771920835887,-1.15738348725031,-0.928062668542791,-0.58297945886296,-0.285607171900762,-1.01963928437167,-0.768709929696444 +6.73239952628914,1.89565477419858,0.953144513094561,-0.389544148242097,0.020735727209606,0.421081706063886,0.61917504668672,-1.25713604588563,0.330880008973151,2.20124974792176,0.67804697812973,-0.201770481524824,0.795661155981882,-0.664050461762006,-0.713322178133016,0.142861833296327,0.569516867702275,-0.0717250680111862,-0.059749815458846,1.58819248710368,-0.28442972695989 +-4.73653697536084,-0.602997303605094,-2.22791423230589,-0.0778551466604169,-1.40863089090617,1.69251438441668,0.365911893721765,0.472987120539545,0.106154607763325,1.4970209859417,-2.71135589178891,-0.022795642998274,-1.41736997400366,-1.33436507347496,-0.324925668734056,-0.136130735922397,1.66635536489937,0.290987944242238,0.522600291988537,0.34775885851772,-0.106505710125102 +-3.02850948177965,-0.390867820723137,-0.776264356311486,-0.90504931274392,-0.0282378383740054,-0.316889092899376,1.84339482626328,1.62604791408266,-1.04456634916316,-1.52195134234349,0.594534696268354,0.173922100232326,-0.160038521956828,-0.246768170306649,-0.0607614673044882,-1.21541383278028,-0.895977517741126,-0.73367587944329,-0.108527797723253,1.5075014373293,-0.245453770247373 +-3.80055180985789,-0.416222031530192,-0.0703316669470141,0.164440367470626,0.647177809884071,0.181676950979135,1.24021567464203,-0.258976156887991,0.956132915406944,-1.68074794159002,-1.39035686762928,-2.41067457908008,0.348689917360194,1.10763561150013,-1.23219836591555,0.671450796144673,0.262738533605031,0.386475589812221,-0.273493932094335,-1.68913493188576,0.589861522622623 +3.77312368297124,-0.375657422820391,1.26068979767465,-0.115947200622755,-0.994865954338676,-0.0296569391614548,0.0623333528169729,0.160469031592154,-0.0935645507063501,-0.933520052412536,0.175796626930526,2.13824071819606,1.04731108442103,1.21181540922108,-0.861098883074404,-0.0188201505804481,-1.49134203709105,-0.489887254844662,2.54346501111663,1.30143998207445,-0.813474610354022 +-1.00018593035322,-0.366630945702358,-0.104052092417722,-0.348210068307147,1.27626928359033,0.297963597483708,0.475993691298361,-0.201761908141279,1.24852354393945,-1.27762051151358,-1.26163245729435,-0.519384613110334,-0.151691901084779,1.28721621466855,0.48806076504654,-1.40049346009089,-0.575988349018891,0.756272356876656,-1.14438289613984,-0.644355718887685,0.544473712743119 +1.63600689937173,-0.295677452700886,-0.868219107709613,-0.289992095716962,0.379617432708672,-0.660274081715432,0.797022997969033,-0.127116413949117,0.429941001047962,0.966713341697589,-0.211927240434431,1.52852614111971,0.416828276771526,0.495181150378101,1.31161296092492,0.39983961116318,0.0112853218517515,-1.11178994291894,-1.11612139179724,0.616410794519854,-1.95592584696354 +1.97575498209217,1.44182041019987,0.0362521673180201,-1.13906493346133,0.0120105434127168,-0.817015622416887,-0.935644563038746,-0.109668759219728,-1.87733112231169,-0.424859058714438,0.142279845663934,0.884022286610956,0.161546381676795,0.456304975301501,1.11665001719036,-0.88236311869527,0.983087691789296,0.0130380685960299,1.21081051349776,0.410825844788035,1.00787723315845 +4.18487752800903,-0.697538291913041,0.810912373372976,-0.00437247560406911,1.61018381487652,1.14632699814733,-0.906506408902685,-0.349198804370001,-1.3510712981144,1.30478653758538,-0.305669179301896,-1.43704044215781,-1.05162087871148,-0.549072610879326,1.99261607137985,0.701674779735853,-0.433836423400296,-0.00196933449219462,2.17681895977941,0.300910264987329,0.899520654026031 +5.65036226603721,-0.38816750592136,1.48082909622166,0.904208025517406,-0.932857871214309,-0.617288074906223,-1.95970019369516,0.0238349997948915,-0.212004254011327,0.851466656010209,1.05324380087356,1.04069039638879,1.75237220166368,1.45447082086767,-1.20541708095248,0.432468106229232,0.582847356976487,0.0185005555774068,2.0745385438345,0.501345712705955,-0.886723899552666 +2.3841915097896,0.652536452171517,0.148613867904367,0.0827144523270214,-0.648740766855311,0.011614514852577,0.511567086024702,1.17647480152617,-0.322521932021594,0.416314268059339,0.103737933004145,0.488047662828021,1.40944249644797,-0.767951058103022,-1.29925859293434,0.544817705958454,-0.135038009447409,-0.45842128522562,0.931839141469991,-0.113545647182708,-0.748792323628967 +0.746738460563113,1.12477244653513,1.46353654495771,0.67813998275275,-0.488980770186038,0.23481178351385,-0.433533049856812,-0.625877731400164,-2.12192615881645,0.852512741770146,-0.363450630837299,0.487550919892182,1.50407065175981,-1.19737611259938,2.19247379078739,-0.909667755603924,1.87207690170478,-0.56943138168576,-1.58498108786395,0.00441629939700496,-1.04322816976308 +-0.52185993096778,-0.772110803023928,-0.503893673684722,0.0155101628004727,-0.478136699852037,0.9453492791072,0.938543287993817,0.178945327129761,-0.787553606880294,0.164236375064661,-0.410305263764486,-0.70500988197096,1.59223653362195,0.315267212150344,-1.58858963218483,-1.21895883305347,0.269849570474965,-1.07662681137134,1.07169320808777,0.0550321862856675,1.2974786958328 +-4.36608955347215,-0.508086216138287,0.0278623656237697,-1.21661790062824,-0.786711802343545,1.63187107656325,0.0224568428437101,-1.13817537986588,-1.07593842989053,-1.84901294486593,-2.6038777445473,0.730220963944484,0.874102500673431,0.35652825035525,-0.276339157232622,0.163675582126566,1.42983849703068,1.12723858249193,-0.521508709039899,-1.1195617215792,0.989300401136396 +0.493361109208941,0.523620590498017,-0.462992943879236,-0.437371069606281,1.0855824753572,1.26032640347594,-0.620875784389014,-0.89961155295529,-0.707067008097681,1.33798565520639,-1.0180190100902,0.250346748434991,1.539067593933,0.907800247379727,-1.32718364221438,0.155142921125396,0.737538568147657,0.315381556139089,-0.54069768062042,-0.470952226120136,1.76328580261418 +6.50042440406875,1.01775422653797,-0.349067805180402,0.826588555288703,0.666621492970033,0.869757207686027,-0.115431711674187,-0.23232721846262,1.2915119120101,1.48324167524234,1.99470684890626,-0.470778013779016,1.9338633596861,-1.33505027760711,-2.27227757752004,1.73269508155274,0.927328460336933,0.415230521187293,-1.52980085094567,0.23469636391287,-1.36049775800576 +4.33716050028015,-0.251164588087978,1.38715841012422,0.967682515183848,1.28325348591131,0.981182341916332,1.71566975500192,-0.472434250883038,-1.96264900137149,0.175666051525929,0.628524794097577,1.55278362161936,-0.205718052083654,0.181270511981385,-0.209250723847023,-0.419571714037791,-0.0228603256232445,-0.293949427488656,0.362237014799897,0.0545258343741711,0.241970473147795 +-1.97909324598382,-1.42999344738861,-1.74384585318467,-0.370074205814015,-0.320613009707592,-0.406201431158776,-0.755790066871087,-0.901162276085556,0.592273892935186,-1.02634066724897,1.05888660749722,-0.198831513646593,1.90268584561259,-0.462297569762342,0.53340197249254,-1.08332466945366,1.89235571496194,0.812997394699729,-0.373758753934372,-0.132766923822059,0.0666175745944332 +2.03569291376169,1.70912103210088,0.377979392077669,1.36667304542232,0.62096410769504,0.746998568001367,-1.99033633110276,-0.727802617644416,0.456240620303533,-0.473502453025187,-0.502034194424799,1.5031451112577,-0.969604120744086,1.18556281627828,-0.0367876077763983,-0.232011861418819,-0.490789074215761,-0.164611227718645,0.0662511283251176,-0.418225527928532,0.906744921951325 +6.26830148434145,1.43506957231162,0.70357724356553,-0.515146694891947,-0.818511934229338,-0.066579370094546,-0.769643405135659,1.5045539634838,-1.44527607556381,0.0105784714864844,1.19216249925589,-1.06397351201491,0.998624614295728,0.338413115799142,-1.36009401738707,1.56674654978083,1.21123278606018,-0.321611910513472,2.39139567989328,0.971602091736784,0.483308913160256 +-8.77962041180351,-0.71037114584988,-0.740730900607177,0.00134045615428707,-1.39490081961931,-0.0608835977573631,1.05711116334135,-1.11487238387942,-2.74195817983779,-1.42123230992212,-0.283673188519364,-0.66247460669277,-1.96513479742981,0.402429737192249,-0.343357311149696,0.214401588347293,1.62732423009654,6.09184209396993e-05,-0.147983603814924,-1.10772757234142,-0.0158289220868488 +0.485799770485893,-0.0650675736555838,-0.140656771619701,0.220204027469841,0.290394487625443,1.1143026096971,-0.466067878448015,-0.179504390410475,0.537105418284201,1.43338400764635,0.24199437798556,0.771450290968928,0.398110222451308,-0.235253824988438,-1.79437347296476,-0.966941592492045,0.901118513147796,-2.42649341740774,-0.449358401213133,0.998669057549529,0.047802131204329 +-0.722213785779159,-1.75946873536593,0.326751062235814,-0.136360825213921,-1.20501872636892,0.517791694620169,-1.65585522371385,1.55872292097391,0.432230449127091,-0.298663639672721,-1.82666781324855,0.400053096365586,0.402499492671967,0.0509603803167616,0.936675935832441,1.78235345109017,-2.12672039518925,0.689544885990947,-0.706891029379139,1.55154068288203,0.954970027504318 +2.25781745195875,0.569722971819101,-0.799049591266918,-1.7470983094772,0.547290252133956,-1.98368123459536,1.44083544970338,-0.0193775704584849,-0.17795027914956,1.10474950895798,1.16698085475516,1.16317010708725,0.120173106281078,-0.30294353788431,0.20670446875279,-1.0249802695509,-0.276114363328935,0.315807443556403,1.78387058214762,1.49659804073499,-0.112169148128723 +0.231890749310323,1.61234679820178,-0.856266276070207,-0.164638888718724,0.286683313888391,-0.713301703631527,-0.59995400614631,-1.55408309197071,1.44553736450276,-0.613847461853842,-0.287019876646714,0.239629773403275,-0.887979431480247,0.282046573029764,-1.01318014379222,3.01429506682812,-0.330821881013342,-1.61392836563512,-0.65362128610646,2.45594256886065,-0.55452347881106 +-0.984034173756339,-1.63728064710472,1.16294974037507,2.59759772326695,0.887365304639084,-0.0450764956498949,0.213126544651777,0.832313135371103,-1.29576914527913,-0.84122435097182,0.210754032877215,-1.42187673735216,0.26922185586102,-0.81112847329809,0.0950532690195422,-0.901198679799681,-0.905965420264933,-0.209617614936419,0.461717318512171,-1.77999452399133,0.877870557869004 +-4.24457815122079,-0.779568513201747,-0.683111941408483,-0.505063857281187,-0.89067689423042,0.94669352581487,-0.814258432286808,-0.961718419943413,-0.887427572454301,-1.09933085814043,1.43572267550772,-0.427703207190578,0.928263601689506,0.00908140500727671,0.465458014197364,-0.174385629701851,0.999120584646316,-1.07951950777735,-0.911359658363677,1.33245497652235,-0.849527917446152 +-6.45335974527138,-0.641176933750564,-0.461901956582538,0.251793867932435,-0.972010658467197,-0.0015569038001657,0.187150174414089,-0.834343250829092,-0.586660830365013,-0.241856730132205,-0.642959205582978,0.685219259532345,-1.40820154709487,1.30827082683771,-0.762313449426059,-0.224304525250837,-1.26610925422493,-0.683496025859738,-0.97247824970508,-0.0778862871683712,1.54356011517479 +0.356902259379946,-0.681131393571156,-0.795171023322108,-0.803827545724037,-1.32810196890433,-1.99622145857523,-0.603046614410715,-1.15939798644365,0.73278213031816,0.582439413961183,-0.189372503135366,0.973443441260427,1.56366219368133,0.835580853405723,-0.522876148419202,-0.208661061035011,0.965530663116474,-0.75228235624861,0.673761504355854,1.81002172981135,-0.967869088571722 +-10.3223373784598,-2.03328559561795,-0.625037130023762,-0.544583713807928,-1.82824475347326,1.23614287856884,0.746886271791667,-0.882636045572715,-0.357106494120769,-0.76142356629311,0.964692934239236,-0.416426776317249,-0.363413977490545,-0.0881182687761183,-1.45603498341287,-0.692480115023259,-0.0874311098631602,0.366944129448392,-0.180760642131178,-1.83928732191489,-1.33698587664355 +1.53469373796189,0.500963559247907,0.572586816548763,-1.22939889779738,0.876756902720933,1.32125746623885,0.434882324433587,0.299948331375108,-0.256196932630171,0.377005001157183,1.29954356884574,0.938019490324598,-1.80773567362161,-1.25860938035046,-0.697180152619518,1.00882136989887,0.224350629295586,1.89915864643801,-0.716479303210406,-0.526027833482601,-0.513949829239165 +-3.17475712606422,-1.53179813996574,-0.092774624043222,1.18477209168297,0.968203444903765,1.68123559284456,-1.77577096590882,0.315586355765678,0.0764854916482396,0.166270797502406,-1.35919595640849,-0.869364561502656,-0.387515819990011,-0.236592933666898,-0.886743092834368,2.40463696007429,-1.9825697523962,0.49054875299908,1.32118803623958,-0.735641905571181,-0.84676745248868 +-2.94541213561367,-0.0249976392782635,1.16132958199284,-1.41172322324704,1.13261058737142,0.200900278507578,-1.148828671325,0.251551679788496,-0.84622647707763,-1.35526156874232,0.894651772008322,-1.47058064193355,-1.26648253175111,1.57248174646447,-0.481868819818635,-0.0780759119383372,0.131382478985604,-0.514449348900535,0.585741635271634,-0.714119939900477,-1.2155863709582 +-4.22211867600586,0.592984721025293,-0.571579753448462,-0.044901074964013,0.213863727033387,-1.32752444800604,-1.49944851948191,-1.96082262006508,0.838212323837854,0.0760836629011228,0.936029485144157,1.57730402794093,-1.13692554762727,0.788529058370784,0.886941161357574,-0.0122797311557158,-1.78835191327208,-0.235410178175312,-0.724500446352309,-0.683627247103867,0.0412237168672736 +-3.51771000923462,-0.19819542148464,-2.91282561465663,-0.521814323368226,0.754989036583844,2.12212153009549,-1.05972375016251,1.31700934469896,-1.85526934233512,1.38612278141967,0.195089352091593,1.35263148795639,-1.24440344486656,-1.04469628104282,0.265329687268839,-0.840551383656565,1.0950331414116,-1.36922394635345,0.0388509373551186,0.427712362569936,-0.277664078262536 +-6.37481413492863,0.892008392473526,-1.2205699384207,-0.768891491371262,-0.649248150880558,0.0302579879246971,0.32683435578099,0.475192124485782,0.0589403057441799,0.631226293929265,-1.12065645516363,0.126485239831556,-0.697110690433703,-1.27124549365217,0.416119629819457,0.0782176543484121,-0.865826236477828,-1.42228174333035,0.324600293240998,-0.241673941519688,-1.13541473121213 +4.21996376321907,-0.0257150709181537,1.29779904399142,-2.17491037936343,2.47972792314997,1.36583766014226,-1.04378326390131,0.735678349508912,-0.0923264661252419,0.0397840285803804,-1.38619428990103,-0.489518749280361,1.03501698427571,1.23414534381552,-1.24783067559212,-0.247390366004961,2.66420884755184,0.885404346672385,0.0699326913207321,-0.218636875193124,-1.64855992146829 +-3.07868525706137,-0.647660450585665,1.00604083383634,-1.02784103863088,1.43952355676468,-0.881660061958965,-1.00821537255052,-0.534512719174049,0.209050483257871,-0.123620483176612,-2.15631842485825,0.435147655480655,0.933931566454125,1.51387088989235,-0.847697315039983,-0.655115545515952,0.839879642076483,-1.13702798343738,-0.220859732652377,-0.811144146182447,0.747384583267285 +4.20957699281736,0.64635941503464,1.45122270713317,-0.095089844436281,-0.305890013698618,1.02938745309121,-0.433888582424231,1.81254455548352,0.1140749749832,-1.81935391550325,-1.67931036634638,0.298544987690488,0.998457807728895,1.96141649234341,0.126883538594388,0.949457583254248,1.52760156502461,0.286951284909853,-0.705834784305607,0.157485629802104,-2.40344950678518 +0.697562150356046,-0.433832740029588,-0.277238834745172,0.201290440572255,-0.61048515047185,0.74203467883635,0.454904229490374,0.53551353044929,-0.853337348065729,-1.66851013569907,0.90226334133909,0.26660919528694,0.234781151644835,-0.486518336904243,-0.508518265292279,-0.119790323029354,0.399177411461306,1.05455673268356,-1.07256604555714,1.45980717427842,-1.15424614387344 +-1.52117745793475,1.7726111849785,1.48730290739085,-1.01636983986764,-0.857201764573629,-0.892896124456002,0.764688996228085,0.90927780874702,-0.0355815035638398,0.30499472993693,-0.321688998031827,0.499994603027536,-0.971190008118767,-0.81492978201778,-0.722462478086962,0.362624999724089,0.200345898641722,0.623285220183889,-0.143048577917664,-0.282420215259866,-0.539331420108741 +-5.01673359769353,-0.0182597111630101,-1.01652247843822,0.897560693147816,-1.58116385642075,-0.699974079948325,0.372478236909837,0.523202455960838,-0.84000483182293,-1.8310006958694,-0.442801494290572,1.21632174437273,0.0354627781295714,-2.1697821211267,0.441307190983886,0.358444925263322,1.9787302418446,-0.175487691901489,0.58635774688671,-0.625138387670888,-1.31395672185074 +0.754718353808817,0.852814993600531,1.01153852677054,-0.25886499890261,-0.377245617313516,-0.0736446926322699,-0.41880627048518,0.345057431117566,-0.926479459898268,-0.487955776053166,-1.83432979209811,-0.489852788180369,-0.232846069963143,1.72439207996358,-0.527450617634353,0.895124974386482,0.384562223970111,0.0619252092136066,0.504640832034807,-0.340360208440434,0.947869281415293 +-2.06345471942923,0.205162903244026,-0.62982602796832,0.9044548153584,-1.09954347593431,-1.00872984885366,0.0303771198041329,0.887912767357151,0.0518653753263699,-1.87824939302085,0.551541321569689,-1.23210865998691,1.19359605281132,0.871994192439742,0.45301344118115,0.182751422841937,-0.655591880675652,-0.168809650180487,-0.000786282156670132,-0.125580596503783,-0.0481607298710458 +-6.42365997230227,-3.00804859892048,-0.280612925190477,-1.24136924477073,-0.744289931782271,-0.32920706725836,-0.475808733827174,0.638668775930629,-0.580665555943849,0.282170350242845,2.07411307565806,-0.443487639476001,0.0193286913510226,0.281212804551847,0.84621152648001,-2.54426955166576,-1.78447909495738,1.21337233424286,0.0482116366073765,-0.39178344283729,-0.401339633075486 +-6.88388323323453,-1.36611193132898,0.353802586188803,-1.02337525417494,-0.67260884136288,-0.989276610580601,-0.99105249663129,-0.492694116464618,-0.459467155156241,1.42393023288029,0.803113794061513,-0.610145211393854,-0.648030105474497,1.09032852380236,-0.721197069795438,-0.32066110667385,-0.607532015462881,-0.210480889522411,0.0180903378539012,-1.00530467597583,-1.19715832195821 +-9.57711258135765,-0.424102260144812,-1.36125320284191,-0.0409846722514534,-1.1893953680643,-0.74776384835975,-0.420355536945896,0.908752794501025,-0.791665707655288,-0.835581765317171,-0.195514175512571,-1.11458527900858,-0.489222410144526,0.656699017005148,-2.10073541153154,-0.277041169634242,0.100234850674382,0.374697265188475,0.241249170905395,-1.65585773463314,0.697033466592827 +3.05405597561667,0.236803663745558,0.811319301168298,-0.430169752961639,0.452506214920028,0.064954671757386,1.56542154609588,-0.648149063806768,1.13680114384446,0.128573071062208,-0.553167061695411,1.24375576102417,-0.0685406070925593,-0.12864399867274,-1.1541606863197,0.600525972953765,-0.0039837821203675,-0.214968532105213,0.831919248802948,0.944862723726203,-0.942265310519907 +-3.05567050584883,-2.34272312035896,0.188736323318596,1.35588368891571,0.430651339935509,-0.18877201635206,-0.0599719625254083,-1.93493736818389,0.710028941031519,-0.5645487450071,0.436129721615791,1.99986933426093,-1.54214644358713,-1.29964719255608,-0.33109316107958,-0.392521765923755,-0.737906602434939,0.585404123559601,0.127829066225905,-0.979725433795762,0.535635025624454 +7.62509251301282,0.961696633380712,0.0586844106760174,1.06337532285214,0.231634591044133,1.79829516228537,1.38470376394224,-0.472724357687839,1.12400902122778,0.13935687399058,0.693057657715093,-0.111445069068512,1.34575023503963,0.587589886111114,-1.46047710758838,-0.860350891291425,1.78202101539842,0.313512018499739,0.0546471634069616,0.99156556089708,-0.763698895565309 +9.71576316872451,-0.60442573385444,0.831690174697612,1.66696891585077,1.70386850772817,2.50691047392308,0.790100637152327,1.44608485238538,0.834070217295543,0.0384322047910561,0.126976625177842,-0.588933928314305,0.950205571063695,-0.436180639244948,-1.91285323599743,0.0183952409455291,1.04542840949702,0.440055099924591,1.09404216132396,-0.205452727359464,0.651169354385006 +2.97098956047796,-0.752877279362913,-0.296554278722367,-0.696462293075028,-0.312938110627655,-0.607341692962885,-1.15717258052744,0.31149644201255,-0.00606230692010836,0.0469849350898285,0.310899281315799,0.532830672670008,1.86649923607912,0.269786783528702,-1.04990776090583,1.80807434293867,2.06733209784338,1.68153055669766,1.22637950237469,-0.0224795882573612,-0.526928074762806 +-1.49677571421245,-1.55561159254425,1.92811829124929,-2.23006111398738,-0.953631311335262,-0.387899511562309,2.3334748064076,-1.26161674603733,-0.515079943257192,1.21460506541026,-1.0480368178871,0.00222401957163805,-0.680510664938077,-0.0953614972630954,0.215674494237936,0.428623456266752,0.14080596392978,-0.426733476532983,0.429767480199017,0.0453656820408485,0.0825009872782799 +0.212178287422868,-1.45389373800106,1.09993405060426,-1.47309589561801,-0.585239259842409,0.934415607760072,0.129104868688449,1.39488765685526,0.7016640869017,0.33443954970229,1.19468961972054,-0.710588839208374,-0.914052007774663,0.1579296179348,-1.32210854444373,0.214485815316617,-0.354701559423119,-0.387338052281287,-0.756745253448769,2.32504782619438,-0.190672578999032 +-7.69953172128264,0.0563318360544103,-2.48191920894921,-0.788068400232508,0.465033319732871,-1.0804386586684,1.45776300399488,0.37574106542429,-0.273692654008557,-1.49383440196066,0.0424287290434297,-1.62777185151622,0.87820738635068,0.579016812887878,0.787416426273382,-0.172702472442116,-1.06775538523281,-1.12131873016513,-3.23223892059085,-0.986921967549267,0.998510382440846 +6.71153262218835,0.509369406673892,-0.143448814273868,0.283132809596142,0.359776650890155,0.78526570435633,0.013230705657761,0.535239646061139,-1.03656319618328,1.25078666307949,-1.91735119812077,1.05963651316195,0.670752309846248,-0.641938373572695,1.38941512003664,-0.256732504594659,0.204290731206603,-0.925302254762033,0.67198303504946,1.47597234989966,1.057528010597 +6.51453041381922,-2.0978829597843,-0.6533723939189,0.301914998966806,-0.943512061981547,0.908661710914287,1.17175823542776,-0.237043588152476,-0.751001588015319,-0.263481314009665,2.25691411534137,1.40093315144043,-0.123917052087331,0.42234897224077,1.42828625626222,1.4373958144643,-0.290456604680151,0.641463023598302,0.983401254067836,0.431834026372624,-1.2466994882727 +2.4406079715538,-1.00436197944933,0.254267668563504,1.62839666450069,-0.927878018687616,1.14054814072101,-0.934973677051217,0.385936056660122,0.303728539068169,1.1842357204438,0.593208354945825,1.26249094586891,-2.62665472273028,-0.977815628266754,0.0462021070419824,1.02198966391745,0.191482281765596,-0.186556403468163,-1.1890993137691,1.13280714804911,0.687097845435619 +-2.48069763794301,0.535771722252592,-0.460549667784086,-0.103568824126562,-0.536046967719783,-0.774599808867673,-0.487854926608596,-0.781988644452005,0.242871755582093,-1.07642410486461,-0.546865474040611,0.24946594108627,-0.668102913386321,-1.10795367696192,0.183401265493888,0.820249425500464,0.0465488881736775,0.258116871915484,-0.535045798668154,-0.62002575782163,1.39349023808671 +5.23353710052899,-0.453037084649918,1.078707839069,0.352500094438859,-2.2195044072428,-0.141743090657596,-1.08452207565096,-1.54529982080291,0.36554398674487,0.582774859584207,1.25918874813129,-0.151263638992519,-0.115533390368543,0.792038560808956,-0.301679910742504,1.53186550620581,1.2752939622845,0.20948434679711,0.431185996715884,1.48691963404113,1.18362588329115 +1.56940154763577,2.16536850181726,0.058309344768793,0.907927876506739,0.0895768065806867,-1.27558839205489,1.08596483331566,-2.0185227279823,0.816517411354338,-1.66422443221365,1.25250883361919,0.3257900775468,-0.0237270102343835,1.96544548593842,-1.34679829345874,1.77732200153874,-0.878489783495626,-0.197813854944527,-3.41986224950292,1.32599317726739,-1.15291159232908 +-0.013872943260466,1.24574667274811,1.54792352674937,1.34136084205824,-0.86118851711581,0.699686085349684,0.042839359619123,-3.82518567824954,-0.195810348906386,-0.238458006857075,-1.3200052848806,0.26618577742564,-0.00455267062349679,0.279662005831393,-1.70471783244702,0.444804228432646,0.152024964050314,-0.607109253554798,0.775122476089209,0.811372957865678,0.382880169627413 +0.21985802675536,0.595498034069596,0.210962328272646,-0.327906469706609,0.0739671824051502,0.694811150787403,-0.779471651578078,-0.711850957046235,1.10591023228694,-0.608945214188713,0.53663301082638,-0.286186807228979,0.0497108849341743,-0.493930747552154,-0.365488174241386,0.151184331609936,1.36418979486105,-0.153759765758608,-1.1115797229266,-0.173529612567271,1.40761701609109 +1.92864344754735,0.0048844495381889,0.396285124259742,1.40452445387447,0.213170928210364,-0.0892537081677487,0.105059849762389,0.665470313267045,-0.590389753527872,-1.50101276026264,0.019999878328143,0.289085106590604,0.797106610861857,-0.658835595927553,0.879121993851351,0.37499964998255,0.982608192060684,0.508092277862209,0.484284839562517,-0.450226447721599,-1.13876199905085 +0.902369266934345,0.279360782055259,0.327814967151589,1.16525808092968,-1.07519191077837,0.195934779703795,-0.00543075274087253,0.246065549878365,0.335186632655829,0.231306605815722,-0.325303532370429,0.436924312666404,0.104354270699347,-0.467869206886534,-0.394849640753535,0.500046195496215,1.9171874672055,-1.56684204474508,-0.287248555287472,-1.73519399143796,0.402522039762768 +4.80601139604598,-0.705906125267626,0.97716510497932,1.22102297700014,-0.597222058093599,-0.280510878237416,-0.0677779538217154,-1.25767371015831,-0.573448712819134,0.49292309365731,-0.427062172966167,2.89306221431781,0.400129390812352,-0.401701229659541,0.50845599053217,-0.314849166507175,1.65659570792649,-0.986270427905151,0.977072899848857,-0.133555271822469,2.0888404024249 +-2.2218095511422,0.628017152957251,0.384768230803319,-0.0727970626440531,-0.481840494964976,2.05416734727167,-0.773395103561575,-0.798534064680526,-0.320731958357686,-0.813729403458486,0.431916960496354,1.72820902082623,-0.507240954028419,0.210609110999418,-1.2914471869316,-2.51550233821625,0.648475811113373,-0.141491851315486,0.442770202254807,-0.183436047085241,0.129722086613122 +-3.34656010325562,1.4802139600857,-0.255333634889788,-1.06937262701386,1.88596404188929,-0.681015097782177,-0.121769754621769,0.201522584514215,-0.687191544095487,0.768138634068504,-1.01757822557332,0.112518347321933,0.375415601700201,-1.70206482293742,-0.652509410947373,0.0415254162908103,-0.112563184049139,-0.241558835543748,0.201553451461279,0.472670428499192,-1.37128964310849 +2.1067639217387,1.08342991008328,0.467023597101428,-0.637986835610742,-0.947790979205889,-1.14891221609072,-0.269722745090441,-0.814450596868537,1.13322749218412,0.434846316939093,-1.19761705238759,0.337016346537348,0.413256307390545,1.47343366791555,-0.217376525949361,1.30877194737707,0.0842090767578044,-0.563490392732938,0.179576212787657,1.21753280420204,0.143040418106687 +0.675608979274874,-0.813244256664091,-0.430750424397337,-0.94782875724423,-1.25928185470724,1.50808766376281,1.14133132221604,-0.800643730753633,0.324784895680239,0.609656500499306,0.0483390092090528,1.73312791174783,-0.692001495760043,1.18454997387262,-0.502468227578828,-2.38340535360417,0.986868300822672,0.0862260829052348,1.26504858154596,-0.52003639395553,0.0744804023807315 +2.58529405680724,-1.61887684922359,1.91957271293689,0.139029935237333,0.108289358358458,2.41966516227907,0.397019153670475,0.180191245497109,1.08740244133222,-0.0992637182353846,-2.46785254155951,-0.60453480083783,-0.051606610488358,1.36229565446954,0.147009196505126,-1.964752258264,1.46498717624744,-1.09517620949702,0.543377319507655,0.306474906217705,0.849763519457638 +2.74753079455497,-0.109655699488241,-0.749697638130131,0.888791392494653,0.435897262023018,0.505623318330854,-1.6653783597171,0.0668003249942286,1.12935667222257,0.586362050616676,0.263617960951593,-1.91100641292183,-0.0986194639477572,0.0625545706096702,1.43510511937204,0.102006605240653,1.09168721073939,-0.810919893340946,3.25799987516696,-0.0366561253662466,-0.803314015369341 +8.15258353415877,0.440889370916978,-0.145297804823398,1.54746942823564,2.58796025193889,-0.210583787142942,0.698450111111738,-0.92839482750141,-0.356614735077859,0.165745637051714,0.0262099324476507,-1.84297074595264,0.43394114299353,0.789717149328965,0.324359203784613,1.15542975068785,0.215769367007097,-0.0413238918594352,1.32265837378334,-0.157287278086167,1.16073625350042 +-6.81467861081172,1.3509939798086,-1.930937879575,0.156634050567843,1.24520704807343,0.00698418217775816,-0.681395850172004,1.33538701199011,-1.23027459725575,-1.15188080513727,-0.372019651089591,0.845309370404422,-1.16207732663958,-1.20172795256372,0.254914051265328,-0.734394067167755,-0.538394399436646,0.0527247971862576,-1.76500614306237,-0.680500393441457,-0.869294369390444 +-4.12571232166982,-1.31860948453356,-0.57643839933511,2.14770273288821,-0.344214723372127,-1.54577265296815,-0.597686140826345,-0.603758625480071,-0.0282843169797504,-0.018640323413395,-0.492516716190528,-1.13696900159776,-0.540141243930204,0.810350658836687,0.0160337033751324,-0.020400168808289,-0.463520362804536,0.360301047394196,-0.826107486868461,2.30747153300531,-0.120082429939546 +8.0179971857153,0.364384592607448,0.179695013740375,-0.140082479595636,0.129119172829166,-0.109876035737775,0.967774686167999,0.546216949211738,-0.141174406309859,-1.27896791489774,0.171273018252779,1.52480051846988,0.448660849762778,0.085279114739619,-0.516392284015876,-0.774839146519891,-0.101323505496566,0.755407315204379,0.859750650686311,2.00139955826335,0.991997912639116 +-0.573411335200985,0.233499835088518,-1.0585875486123,-0.192980737115521,-0.726773317986646,0.141737970486133,-0.812246653159275,0.161743710360366,0.795744510569909,1.30552070860745,-0.167174835039487,-1.19904556980801,0.759379396443445,-0.783006396181516,1.09726604273049,-0.66249447272926,-0.0368935543096637,-0.988296535500055,0.466838706034593,1.65472861982942,-0.0184260134919308 +10.1862359718206,1.19395526125905,-0.85291910107167,0.335311843250179,1.36447786207135,0.290349521336639,-1.22893515830207,-0.222960465004493,0.962106387316642,0.288974484890308,0.718188130679523,1.41621083816772,1.00438520941627,-0.17910705140467,-1.38603475626554,0.350182420645091,-0.16622409088279,0.138822004858844,2.07291146507806,1.10013224443855,0.830199452812207 +-2.86704760062391,-0.0279099721295774,0.0913124466915819,-1.59957234589889,-1.25756609183632,2.11281245858354,1.56165327439061,-0.744814527178444,-0.758994714350323,-1.89105002555965,1.28177761882633,0.741183905615741,0.344698730879533,-1.20350485343383,-0.153253433398855,0.7342014874316,-0.442016576784649,-1.06281808332168,-1.0058708824421,0.126767701749462,0.205570785885924 +2.30322933473543,-0.357298854504253,0.181576992184874,0.65696404096431,0.510533454898639,0.459668015341973,-1.06896330037905,-0.700308499575641,-0.174398899883779,0.296013401233495,1.10034636862916,1.12231281911497,-0.0783705624576412,0.281830191361131,-1.16289333493183,0.186339035688116,0.824561903973524,0.105979913810143,0.835820154711093,-0.660954855287748,-0.738303088965218 +-6.33646880445529,-1.14681413611837,0.794561865647756,0.639305204018956,0.958756641784706,-2.27754609967821,0.530521386047965,-0.37188601389452,0.088154949401553,-1.28846620045737,-2.46211859349944,-0.0864839101784254,-0.628566077484668,-1.69435881649419,1.19049372428523,1.66521002822219,-1.36827825386134,-0.301195487358423,0.335569259099641,0.514906901579592,-0.637681233304603 +4.23326655982666,-0.517420483593623,-0.400023235949867,1.50121261940328,0.055260102262267,0.663872692743495,0.119978710779746,0.311274700895984,-0.0135979847367382,0.0234566941408938,0.726803052449648,0.272649924726368,1.97626094322085,0.82507760019569,0.190062840247468,-0.559071091526516,1.5962269392997,-1.19891575266235,0.692554484281955,0.427844988645768,-1.21960151872622 +-4.21046024733372,-0.362123772578272,0.259163585710244,-0.871396603808594,-0.050289304800453,0.822386387781571,-0.465228354051444,1.35068405153263,0.400949168099492,-0.109455457979548,-0.622604766977355,0.0669453968567104,0.114148944464931,-0.918440879497392,-0.920385421587405,-0.268107717962794,0.294875898889784,0.21694567121982,0.402699225494334,-0.44496763500194,-1.31122092413197 +2.72189136204219,2.35055432578911,-0.577807437816022,1.28498500581938,1.1204389556408,0.883523140150892,0.479490450648122,-1.50005483250949,0.115622057461574,-0.217960081115592,-0.791550959750769,0.776147322908369,-0.395539684673535,-0.025763970877443,-0.00751294610385004,-1.44620238471916,-0.279291969252184,-0.749439204797548,0.315811646957481,1.20455125883876,-0.818473169607186 +-2.04383099420618,2.44653137569996,-0.785535786150966,0.529311039465507,-1.24739525320627,1.13196325999395,0.195457859242463,0.744815325719273,-2.51415170034797,-0.136012946769024,1.24856826449852,1.10657263332956,-1.51826917011191,-1.73813513306236,-0.696168790146707,0.633511463730728,-0.122795981777144,0.229856791500487,0.577512993181632,-1.75017851581324,-0.792860564909792 +0.532706580494748,-0.166703279484276,1.97313952665039,-0.891209547195535,0.523324341652179,0.113895518208246,0.297936985614038,-0.0943338650409884,-0.680823944862341,-0.814550255866163,0.556957612242558,1.33425570905122,-1.13917859947868,-1.43587068711645,-0.0689271266530723,-0.58914403981622,-0.746277299147364,0.772937908875456,0.690787611148828,1.88945389022334,-0.788153198148696 +-5.8134717167305,-1.04366743906189,-0.640409368830419,-0.916445237443595,-0.0922199351712689,-0.0269284670361807,0.573324097118421,-0.814320986762594,0.239438544855017,0.804224333333908,0.769776408159742,-0.371944551042709,0.193988734183976,-0.467271033295778,-0.580005301366218,0.186118102940315,1.25243910984308,-1.3646861167398,-0.750378311515625,-0.571833820380031,-2.56091642610117 +-8.90841985608342,-1.97293493407467,-0.588579747722203,-1.10725766049221,0.836745523762449,0.0978328951300547,-0.683249798338174,-1.09794655462319,-0.537495054851695,0.235050804463431,-0.533569328127069,-0.308864474618734,0.873697838800396,-0.579059842179177,0.615776892867261,-1.29568735119501,-0.299992688026034,-0.269204166419249,0.64272458844518,-0.481267419434387,-0.647034417996043 +0.325925179812264,0.514671633438029,1.29872370041408,0.184006330244624,-1.87842699152491,-0.13795738002535,1.48149183921533,-0.175117122777345,-0.620331470332314,0.416002925184966,0.580894582335791,0.574859177253478,1.02784599215422,-2.01699932977385,0.742322032995672,-0.798472227549755,-1.32817777825869,0.789955431601942,-0.526966273113482,-0.0283980861991869,1.34044570292358 +-5.85673378284147,-1.09057358373486,-0.345137021974271,0.788007892803011,-0.266800643877246,0.038849692829142,-0.0106559025502656,-2.16709457827194,-2.01412377331497,-2.03787533091778,-0.55599643860404,0.211078891060715,0.235939520217791,1.76068165637605,-0.149345393165095,-0.155929075052869,0.555511244477344,1.1620877096614,-2.13122359991734,-0.168774160816922,0.926109386880166 +-6.76768244529116,2.28465932554436,-0.1791690837053,-0.68302351359677,0.108626209395513,-1.3541874926099,-1.42193022246936,-1.18577867591635,0.411386746069668,-1.2346873814225,-0.294657389776322,0.115549363837381,0.774864637129269,0.415196933290063,-0.93228362780677,0.650759229008762,-0.738177547089048,-0.157774169097908,-1.00895069270043,-0.278860978907651,-1.06415454886039 +-5.66826243338359,-0.885617572657959,-0.632188935843907,-0.688673815958594,0.596686681080569,1.36963651741871,1.14877286082115,0.258149516085906,-0.185512485668618,-1.92055737732336,1.23667314193954,-0.505324879392433,-0.385564277084244,-2.37334025702677,0.664784819040778,-1.05100017079532,0.550981257300802,-1.06262148181422,-0.878505439009399,-0.0511292584058055,-0.392566371950583 +1.46892539421378,0.111106429745722,-0.159428518764871,-1.01903883728763,0.747658632159995,0.365955596171597,-0.743707596238121,0.457712522262781,0.229022372516703,0.805087238916538,0.347149868192604,1.13641435232299,-1.30611297281103,1.2529824676047,-0.663997182763563,-0.187623860543727,1.1651539137989,0.126295731300482,0.473889098603165,-0.0142550940261776,-0.996373956309464 +11.5629957825466,3.81027668071067,-0.158113244291774,1.27895137823884,-0.59431389793582,0.938117945917849,0.374662336715287,0.48151180216743,-0.13791782353312,2.29023561218726,-0.217278092149556,-0.0773594287797504,1.71148846872146,0.373499200182678,1.41340828284319,-0.435210446599394,-0.230962173563055,0.422920466601062,0.548887098909593,0.844919440691313,-0.791976722628851 +-4.04711006394161,-1.10890999794325,-0.443436078582291,-0.549697308872468,0.683649701799425,1.68069755320679,-1.71190727915486,0.590039896535498,-0.0636747194583366,2.09149573649717,0.429487148924391,-0.794233450004089,0.91508810406776,-2.33563505030041,-0.164342852446987,0.381027751613548,0.181548830904826,-1.59175235013031,-0.842123562030687,-0.559446685646645,1.20803397283993 +3.15227980475732,0.307566624421454,-1.52371718080682,-0.572308524643679,1.22883996805309,-0.592844203081167,0.160460985916265,0.123443696554223,0.902151639343192,0.572945674120571,-1.07851393257155,0.442025849296934,0.929580129506187,0.0668813179340346,-0.371414999034542,1.46658709253869,0.616653691472734,-0.513326593987696,0.935849276945662,-0.112097154908932,0.563579919216147 +-6.19399542601634,-1.10689447222516,1.15623245993889,-0.704088131888739,0.296850739043386,-1.82165155238849,0.345263813018942,-0.046420030380116,-0.99212520092668,-0.829696325678887,-1.39172235847245,0.495025934379736,-1.08676824072535,-1.21867760524603,-0.457240988902892,-1.00215576310782,-0.798316463456054,2.23361214213521,-0.897231310288345,0.484862358211072,1.17630237620538 +-0.245394838281929,0.34765364882196,-1.19712465358363,1.15911597251934,-0.438799776080318,0.0888367339494376,0.668510929362939,0.000120916427702915,-0.21980126623948,0.655296264736267,-0.649730846716938,-0.589031514489618,0.00235886177567196,0.451222678829286,0.47660641054468,-0.206052058331693,-1.36225000408206,0.717336622836306,-0.609069186251548,-0.0624141122940191,1.61780663270915 +-6.53142073223726,-0.873264535062044,-1.71633612495182,0.220320761631212,0.576539760686008,-0.901295489716776,0.532183022441013,-1.21322722881755,-0.627514615707417,0.860162426679817,1.35090565193817,0.444614108315857,-2.14962320168718,0.115277922010273,0.564008976897015,-0.42646710332244,1.36288028387586,-1.88354045318451,-0.0919637032483657,-0.55894782828105,-1.08464869982798 +4.05568916799176,0.0773031227369236,-1.13786984735911,0.705110658849183,-0.508253245748647,0.602879857628899,0.877388375574588,-0.128712587907241,0.808413232524882,-1.38839284447384,2.52859474834812,-0.0429966073434272,0.616082004630213,0.64701347953968,0.737098217890866,0.141789398383258,-0.161676328743343,0.953067833360054,-0.799033985624511,-1.21676984999217,-0.177996884212333 +2.27622377805499,-0.296868642156621,-0.951810483836722,-0.626868755088675,0.633846936909874,0.325822343943089,-0.704510933230666,-0.35889602880731,1.5886737162904,0.0705112136521251,0.123213350592729,1.88512654309939,-0.961333512167973,1.22996811526091,0.259236725455096,-0.681218237236494,-0.587958232208089,-0.415700710333198,1.99104116255638,0.954322398602978,0.585404664100389 +-0.100899379788757,-1.18324224043267,1.61925948585556,-0.323029666037114,-1.63246450712858,-0.798546442686328,-1.50581025322228,-0.181068035235945,0.459005154458406,-0.3590418139916,0.808754714227028,0.68274729243408,-0.226685016337505,0.00315319614576893,-1.10119730221987,-0.0655975504513635,1.61480203525078,1.02197470750979,-0.642404848009977,1.04172139394936,0.00361725151898941 +-5.06903169352818,0.0112926884238996,0.167813585930611,0.359649135154928,1.41590284678038,-0.939975050083894,-1.66749635253933,-0.413712208730843,0.538774647686967,-1.15001075346237,-1.34270002436009,-0.150505907667477,-1.05867936583839,-0.696480417186071,-1.09639366383849,0.564326892746844,0.440412955585091,-1.86053152852593,0.500955940064642,-0.991913016238053,0.503074357001958 +-5.89655693391471,0.991601036059367,-0.908177802153751,-0.935663366930745,-0.0913187015937581,-0.658318003542609,0.238943817073006,0.955826821848086,-0.892073805340121,-1.33788907162633,-0.131865204215367,0.0904891278725507,0.861893078569688,-1.17923595051722,-0.483042346081068,0.14594869604994,-1.21828669797734,-0.4675043175174,-0.301828816692716,-0.443854287510776,0.0667701573634367 +3.75631402738316,1.59396745390374,1.34179587693255,-1.00270296585366,-1.23890024337934,-0.114925006084176,1.63286344708457,0.839239651313371,-0.058053262496686,-0.204710371258453,0.288294068976252,-2.4492853487845,0.311278926151016,-0.217831377842121,1.40617531042277,1.3990516609893,0.414292512971034,0.01891274367061,0.299800705076654,1.22365225778208,-1.98983210358664 +5.39872042987244,-1.37271127092917,0.022043449536062,-0.0946130920738453,-1.95788584308098,1.97286008325398,1.48829082266042,1.39454158073957,0.395203910825493,0.528474589094529,2.01648215787324,-0.885263504001909,-2.30905055076709,0.530739105372654,0.482003783850585,1.27930226517713,-0.0249752117222449,-0.668985105662908,-0.804140961988459,0.447968203788069,2.05599712500045 +6.19098669623849,-0.249610933042319,-0.207005454915724,1.96767194264453,0.178186317596644,0.797110092161709,-0.925891929939505,2.15104613685836,-0.0906027423690693,1.44773910390525,-0.789772084112755,-0.818830276542092,-0.159479665680356,-0.324068893269749,0.86327127553182,-0.0101833229883802,1.29824277068359,-0.39508030674555,0.40206101096428,0.205163527394101,0.393543108394692 +-1.50434132344558,1.15942452685555,-1.11975651427101,-1.07435039018375,0.302394360547588,0.154793824744606,-0.843633206846909,-1.159594323295,0.145793873014242,0.621712994358299,0.809279850863087,-0.704008633517214,-0.920098352775989,0.0495421376816604,-0.472324347442358,-0.027994259168016,0.0311522796046242,0.938457010215561,0.878027616157511,-0.830102328493544,0.853613168451238 +1.51284351687392,-1.1142223478436,-1.02789853931707,0.149509026410048,0.247123965417786,-1.783171474301,-0.411893372993137,-0.284589185713184,1.04442342285946,0.066864229741945,0.506124970494176,-0.850280665259365,-0.788162583022801,1.57829468473442,-0.684791331638375,2.98167897976996,0.0775076872254105,0.112561822810781,1.29917984486997,-1.3005541426487,1.50731837127025 +3.06249711138085,-2.52850068885039,0.314034466079204,1.47926510996204,0.0214769313837133,0.342206632451847,1.05167532964757,0.975996847954837,0.533346568283515,0.662158831792025,0.842356359857253,-0.867435162602823,-0.559464431473401,-0.118752747189461,0.810838215318317,0.906650412535794,-0.234856340594114,-0.268650530561955,-1.08246498861305,-0.247499383722238,0.102491603394402 +-0.130039221543603,-0.935902558513312,-0.968203293822732,-1.10229018416266,0.455490125316916,1.71305427426664,0.955585629449195,0.583688051766926,1.62180556068093,-0.485163534159348,-1.47051170356986,1.61247545651707,-0.232018379018289,1.68125609265291,-2.20283409689078,0.129236764741923,-0.792568555512032,1.00456002883169,-0.0543462333963573,0.395749195858484,-0.690249262389371 +0.542382859538682,-0.967239457935565,-0.28502955675844,-1.20013075512554,-0.561977954501783,-0.257274843782307,-0.36696733031999,1.66622967079664,0.634899251739388,-0.712299043982642,-0.0397395872382465,0.363653316918154,1.45114009690819,-0.72596409267821,0.742435458560864,0.783822885446188,-0.749875390895901,0.682272413567367,0.284482046863409,-0.543296937770973,0.970306229063505 +-1.04448658745645,0.0474885923277959,-0.280855522055497,-0.452152976748097,-0.658466722456805,-0.351397917289062,-0.62249172028742,0.199782098917967,-1.4734503309454,0.825356587056136,0.421605200571541,-1.55919831409246,-0.143187037780169,0.451092575912878,1.56240333706428,-0.320448457430428,0.383203463323658,-1.09418216647113,0.785588305631599,-0.164163457821412,0.603259832792603 +-6.66719754938231,-0.403736793498034,-0.120300542727427,-2.8227968441321,0.323097835074637,-2.43928395562173,0.00172199089415014,0.0165538686866958,0.332304148345353,1.58946100629244,-0.820383009073532,0.641572856237862,0.798892140762628,-0.158137891490317,-0.190048644379025,-1.32955700271147,-0.720704764464125,0.510482100793288,0.153531038776044,-2.34306571231514,-0.30390526328762 +1.7608810784236,0.231496128244633,1.23873889595785,-0.96116384063807,0.0684200130509231,-0.357555652661272,-0.262525436507271,1.03043006030005,-0.159247005991844,1.51819334035034,0.270008390613105,-0.929199801850704,1.44062225911069,0.686125033373104,0.659883427897756,-0.277422274741558,0.409749968077301,-0.831164460792821,0.264693572358132,-0.438482367470618,-1.02633306753971 +-8.10365956432988,-0.422372407926746,-1.54092667027492,-1.44657894208338,-0.90603481670134,0.423848903217651,-0.52293424135556,0.984735199545511,-0.897583569634778,-0.616429419038832,-0.794794409983705,-0.692387212568627,0.52054445268392,-1.44752590628912,-0.554830189736231,0.528318876825447,-0.0146150994158439,0.502149464958554,0.611648051950208,-1.00722173154175,-0.926270108431625 +-0.243378726604373,0.374118394695298,-0.217596416261207,-0.08708357157938,-1.65960995369872,0.641750368605389,0.103529467185237,0.15252844775913,-1.42273701835817,-0.163428440943028,-1.35074738905513,-1.10501319378679,0.453846792380337,0.980667547373896,0.0931467087494222,0.63216846602961,-1.03687722886493,0.94126813497271,0.935615832450442,1.54620992521314,0.821043399940624 +-3.52165971133055,-0.366005774997015,-1.17385937436949,-0.278400627928225,-0.506855403588713,0.137587644745038,0.431537837384113,-0.0365136941103415,0.59798190436959,-0.650550785623906,-0.765370022214944,-0.0869790841221467,-0.0616714556278767,-0.938768354057945,0.205148309456614,-0.412187772932078,0.498616809708431,0.304307926069146,-1.02062575737038,-0.789999115545489,1.07710281896182 +-5.8095321591684,1.19010144652106,0.390681290239953,-0.222581837584496,-1.62134408966926,-1.16794154157826,0.253106226162557,0.862496128133023,-2.20857401765031,-0.158809490469562,-0.385147263837197,-0.595834048344816,1.48612831490693,-1.44008625856257,-1.82124223366322,0.492729702803836,-0.207344474606642,-0.0275942417220312,0.522935171105553,-0.0114661258812475,-0.800635669094011 +0.945316778844758,-0.737327525257229,-0.0285058798649181,-0.20208140884719,1.68826302987719,-0.918448511647503,0.097351381204672,-0.0989230154438782,1.144735733451,-0.379865576289527,-0.584300536295548,-0.569950060018714,-0.0776949490522187,-1.68597407447829,0.758849681032928,0.654058948744734,1.16259473246705,-0.269400793464372,0.773584175135564,0.00875935335625241,1.60591903680135 +-2.95535832436772,0.290666645439266,-0.726327602489376,-0.371961035849675,1.80178764150532,1.99323754588155,-1.95913348424657,0.253135495824988,-0.354126806755857,0.0868836461040831,-0.523700700523712,0.786169579898509,-0.515030327116861,1.36864118890693,-0.544566757200108,-1.54877017930244,-0.730996442752532,-1.11957649402354,0.208518669734791,-2.98736251553843,1.61497626175899 +5.21503255484537,-0.884849568284455,0.522555897009121,0.261333464110725,2.18889506889943,-1.33275551459509,-2.39844924410642,-0.41302335031496,1.22084882344722,0.18410988479679,1.12992525980983,0.396847008337092,1.25583076122891,0.232317416132138,0.184943763681045,-0.174899404660594,0.665906323114969,-0.417342124257318,0.136550592629036,0.733556610923891,0.585078297312061 +1.77708036163632,0.208006478870832,-0.886583792691759,1.82248800909522,0.749247380828137,-0.102990788759193,-0.477433060062434,0.628545684081629,0.0396584400616862,1.44802914006096,0.347591062126829,0.712428321303526,0.123963072236179,0.426098007735058,0.071955330498752,-0.298670958041296,-1.13231801498254,0.0633974729167966,-0.783525851743802,-1.13536615962623,1.23321279031522 +-1.13575289642922,-0.0477301724785263,-0.162437813117404,-0.273190353750115,-0.498625165370701,-0.0922305606067411,-1.78351140705549,-0.344258671910035,-1.04795448374531,-0.751284652647949,0.295716741747729,1.32461843027541,-0.176005692858773,0.167973959583032,0.965105656003005,-0.372471787874192,1.92034842450438,-0.664069541678092,0.750590388909612,0.467125743681908,-1.1615936206783 +1.46831880633377,-1.68452064613859,1.82627086817372,0.390301235075263,-0.523111702183683,-0.784440393134443,2.32362316663065,-1.67809208989418,-0.117799285514194,0.999671769564084,-0.0260576428421396,0.665350329575237,0.132599520640219,-1.17087427195167,-0.642389975080475,0.117825533878917,-0.950918757801985,0.735191128652781,-0.25792291587568,-0.469264337321052,0.929326367457279 +-1.16455682760881,-0.144226556618951,1.75569661407061,0.846857821606662,-1.95809501446637,0.359229708191592,1.30462580207461,-0.297128234038275,-0.671890282735254,-0.163442191276153,-2.00310985425737,1.44557632295601,0.829654618528586,-0.22386103362545,1.6342905117871,0.0978553927629301,-2.7526814332352,1.54571827292394,-1.18721530701093,-1.37359208723479,-0.604293699375693 +7.42478703750194,1.18021366550265,2.27008072857037,0.0632043855616527,0.50372111645798,1.60283985032459,1.37042361994115,1.69143749058648,0.585528319696653,-0.227714784983161,-1.06438773824159,1.02416966931617,-0.300680433659359,0.811621706433796,-1.30478172404363,-0.149260637889264,0.973323207485298,0.842984767226494,-1.96633603471707,-0.452645024630626,-0.371871407066588 +-2.54902258282727,0.681399923199504,0.466426794127747,-0.277347035643791,-0.936499866094155,-0.261449502377327,-0.0158719470089593,-0.800001834772644,-0.528831319707484,0.444366923515244,-0.491755810440122,-0.0168351669278505,-0.00777491889174377,2.23131764389245,-1.04775913006896,-0.0608127951620526,0.299557095125869,-0.683743112539377,-1.56301935378061,0.608471057736771,-0.729354231960917 +-4.99113242508936,0.143247630887551,-0.962545161006637,0.814290006538139,0.781529716023751,-0.878087647184285,-0.172489900287588,-1.03116827717643,1.29119923693083,-0.120155710256144,-0.684129574330755,0.696264928068264,-1.05841916240333,0.945256031541923,0.267459901936652,-0.632443584639997,-1.03718940479799,0.507715447409353,-0.985480775268828,-1.35629431793873,-1.30602007669596 +-2.19920820022202,-1.19231644371292,-0.362847188823409,1.84273947939715,-1.26233862844403,-1.3142966389117,0.729315372036288,0.66706289312546,-1.38850373654592,0.609160736117975,0.351809526185062,-0.245780801394318,0.284308050590413,0.80500654486829,-0.218676923388202,-0.185648157973179,-2.00982490996767,1.63266272074072,-1.38618022805144,0.919221886143617,-0.194416503644446 +8.36412205557185,1.16922865278909,-1.23411385183558,0.846537612873339,2.29941713588162,-0.340387440925257,-0.0172409045899257,-2.04907808807361,-0.725785132199497,2.00226148786821,2.35072421037211,0.463971381776976,0.838286945785285,-0.335876641780909,0.398923471388892,0.418712555028786,1.27257588712797,1.80678250603826,-1.15085583372554,1.02641492760951,-0.419109695118511 +0.332063754530237,0.0792017089453723,-1.48105965092011,-0.34506925682201,-0.872959200646296,-0.556721253698247,0.910127008742336,0.64347987345629,-0.904318502006352,1.9730525375973,-0.0724431189451416,0.212166517751001,0.780438115432544,0.770591398964634,0.708756309626005,-0.296601384177462,0.691361603027592,-0.36087077834472,-0.248681711029739,-1.02519569040286,1.10879891491882 +4.13779630312779,-0.451773752768677,0.572324188506826,-0.683339973242741,0.651992999437531,0.633675565185611,0.744002666354569,0.08574638561052,-0.54472475837238,-2.42344135741136,1.14342218794131,0.709919192329908,0.328142387469059,0.813883662881414,0.0198866250046321,-1.74356906598586,1.81266764091096,-1.51457007820458,0.33286653074016,1.32149312778304,1.55386857429339 +-4.21953861363234,1.64202821280077,-0.506346753813368,-1.12110453924789,-0.559566982733719,-2.66179189879425,0.955102901030571,-1.45608676282753,1.0810856858868,-0.630685970704886,0.633187448501243,1.11027389778398,0.106283734725304,0.259611532089569,-0.797853509119727,0.284900389160508,0.569674322303396,-0.0674310603640669,-0.996926335147068,-0.326366250896049,-0.72936907187813 +-3.6896742752243,-0.769592321599518,-1.03038312693035,-0.0279871517942703,0.185730793070468,-2.48464021127162,0.92881538003482,-0.626916457326695,1.25872988943317,-0.657480057286848,1.1674442295177,-0.850035084779896,-0.804419881580269,0.793385829585517,2.20241106085505,-0.170362944597998,-1.37357621483787,-1.018086895109,-0.957773705031019,1.10643621109958,0.243117870388788 +-1.2164486808098,0.303360960757848,-0.728274581871885,1.40550839877565,0.696819555865428,1.26473622193441,-1.83743018403411,0.306882548131443,-0.405886530907028,0.841879480784443,0.29437892263718,-0.313302753744037,-0.675976479490656,0.180036911499934,0.139998136370611,-2.45316371479476,-0.661398968429632,-0.223238099658342,1.24586223447815,-0.0854517817485872,0.1175161350494 +-5.26846309406067,1.28173742118351,-0.915679831219066,-1.78531439326029,-0.746322868940676,-0.485704178879885,0.0182002588581832,-0.84632124094913,0.75900865792133,-0.562828436749701,-0.922524631702354,0.123469022937575,-0.381317301695364,-0.590027297557548,0.870961793681353,0.665683698439273,1.16118043642945,-0.429821467087077,-0.592156464572325,-0.41649653747189,-0.0785742605360558 +-2.9975402796239,0.602222795170429,1.57500375289269,0.983046947266264,-1.00125362725738,-0.254166493668759,-0.0691991967456448,-0.562734109835487,1.79832497919406,-0.540387667480519,1.07835876991597,0.305682421038021,1.02466482772904,-0.12945219457544,-1.782541851063,-1.93245462458912,-1.44506102477942,-0.375570573725366,0.336665507661982,-0.577700784616072,-0.888865713744043 +1.15739335474272,-0.307022264536836,2.86159181140889,-1.42039771325689,0.325528687740373,-1.39574516772951,0.0310699883829303,1.11114785708598,0.552936179564301,0.722727323998153,0.365136034816725,-1.25477427000876,0.0135779531883255,-1.48083617258534,1.49740423197692,-0.645999456451057,-1.03476247811702,-0.286356930133816,-0.967504612299843,1.10956954354993,0.442259486744986 +7.65793230688744,-0.418418103422641,-0.710194667622119,1.53159714753354,0.375663729600407,0.204328605644922,0.351869934513101,0.247010781637491,1.62538918689176,1.71228664513693,-0.816969714829066,2.7619462872812,0.380205104097886,1.46569507611985,-0.28284979272383,0.849552586157729,0.122752203148321,0.0150422963115592,-1.81654464143661,-1.06577256766729,-0.213498816158672 +-2.52162165055005,0.355135530046085,0.683009752810969,-0.336376067240284,0.899096215064633,-0.895865549298356,0.951762762730063,-0.161992860035689,-0.424362129770917,-0.639107476590868,1.05912509415836,-1.5126353024865,-1.22441236886021,1.97424766421,-0.41573853368425,-0.801746504620947,-1.06596791366262,1.19433860327148,-0.819554970382317,-0.393893829657677,-0.794407530748412 +3.08530004745793,0.513481114599557,-0.277886388159908,0.438462074297267,-0.301285065113856,0.00445455318485815,-0.991699238140581,0.519690245080801,0.317275738951972,0.0680771207724483,-0.314693780567995,1.49750477211436,-0.492011948505781,0.309177343757352,-1.87130804313696,-1.15502388859174,0.0548817314059228,1.16187053147975,-0.426863536456421,2.25518771982495,1.31697759820728 +-4.47412103236804,0.01860740032874,-0.234294022488887,-0.329293855165847,0.229966613887072,-1.35320660569502,-0.805368682272982,0.304573362326964,1.20284847540546,0.0336532061243291,-0.365391156245198,-2.04493862451919,-0.813744445662283,-0.554184871982523,-0.365250603769474,-1.15796568141575,1.77634101354343,0.62605311037817,-1.93492822070378,0.620159833093014,0.308475817709934 +10.2595035053108,1.31844897225668,-0.500162401298798,-1.62648397838079,2.11998905058734,1.06495283260016,0.371685227657692,-0.583454066375865,0.283773025889133,2.23513707857346,-0.229270976065378,0.57160783850355,0.180913300082246,2.04902524925135,1.87656437317068,-0.33372266789525,0.428768915505284,0.517710638971369,0.399993734714096,0.197284187675186,-0.987225228736015 +1.19367136514913,-0.065831999838153,-1.06618391254407,-0.174126230390292,1.34282838961966,1.42939000009523,-0.289556398335982,1.72817808466176,-0.83192820238468,0.262977475636228,0.584324069847001,0.706516703556763,-0.371135823868248,-0.952415787784851,-0.543010385465019,0.143695406710953,-0.738296762176185,1.17685572364333,0.648588042223518,-0.844769509272019,-1.25595736641774 +-0.342521126429879,-0.700296078317704,0.0345082763607501,1.06744879187824,-0.405163088730135,-3.05948393707876,1.04576562298638,-0.339310107872352,1.02749728073695,-0.238468967587652,-1.45886962935535,-0.224882917299643,0.700626815022777,-0.961689650990663,-0.818553326242221,-1.48284642629778,0.154763620245152,0.896088504739953,1.03394622467039,-1.31589670105709,1.26586619474905 +-9.2779371531597,0.537326131521341,0.51510484326375,0.739412906515811,0.0767034224382186,0.688233292634869,-0.498160819833348,-1.31818144432342,0.530421071856046,-0.0981510543555092,-0.259209102334803,-0.522837514289607,-0.480045289954429,-1.0625730099157,-0.679570251875267,-1.89996621202712,-0.963521448264019,-1.8998955559034,0.409185817043301,-1.94262524899112,-0.342856315164139 +0.529374123375856,-2.20178232235392,-0.308373851112974,0.166445061167588,0.944944809756396,-0.8052083940047,0.810637334383505,-1.10240331887817,-0.720298824323851,-0.106694368394875,0.140064239893913,0.82165740344348,1.09068708326351,0.820003346269708,-2.22160523408554,0.557199421142289,0.691468494475986,-0.0460981110819414,1.70053195115846,-0.326012176614469,1.38313439892109 +2.67410153742017,0.391973743798411,0.309606397899541,1.41543016088785,-1.21311694920869,0.353933425468823,0.862926523411335,-1.77960354753422,-0.150467883879272,-0.809776450106638,-0.587507761738488,0.331876692510724,-0.0171541905580022,2.09953697200125,1.32745109066006,0.848848034941684,-0.767793729539495,0.264863714506057,-0.00854574250946263,1.79123773243585,-0.796658448844244 +-0.864898974273153,0.496960952423719,-0.74820532173745,-1.28879758281211,-1.78467702237866,0.489994246252317,1.68209159480682,0.80865486478691,-0.654783861528283,1.85981815667204,0.639008042779133,-0.308762014024342,-0.601420759925681,1.195115523935,-0.529560202107262,0.340213667297312,-0.801177058511034,0.0499928168873691,-1.90748581148386,-0.394871728427109,-0.411168077671359 +-2.84714937303498,-0.224874715429902,-1.1449622806634,-0.562061601963741,-0.566083238631026,-0.0688888473445158,0.14429287511797,-0.440306057616201,-0.423264953651363,-1.51975683626877,-0.797602988680148,0.943690439857091,0.00215614154316365,-0.418334696493279,0.00506363833604647,-0.941289541347888,-0.94865577773615,1.19196271089208,0.53383248985869,0.541031808555482,1.7157536697978 +-12.2841355245594,-1.11714316533188,-1.13267832605474,1.17858884797084,-1.032032839662,-1.78251719009195,-0.574821410105682,-0.174175227561252,-0.187997064480282,-0.295294013824927,-0.67227463953139,-0.158831613759376,-0.338626929846626,-0.880473146505049,0.510696267909713,-1.41424017921577,-1.29914635801507,-0.488958515785416,-0.711318496939337,-0.595209499070906,-0.667915913449654 +6.46525077908948,-0.394994603313877,0.62349695322447,-0.0393813217772612,-0.0142925399610397,0.424421054827545,1.54236198985292,1.96383972213636,0.258170730679932,-1.57790842997228,-0.0302180833723155,-0.179204390437904,1.8649546845326,2.34282159324213,0.172802381396584,0.331278778486257,0.82101356852546,-1.77956791703383,-1.21295075887566,0.743048580228053,-0.649097297632868 +0.805593637757132,1.54983034223631,-0.621554957710566,0.318054073479563,0.166367756733597,1.71130845247055,-0.628557722601015,-0.352902035498789,-0.590793909199871,-0.421098813599579,0.153827812166439,1.02141296524997,0.56067131662012,-0.838676436336857,-1.03291359708456,-1.11588259498367,0.949056682631554,0.28011826070886,1.53645149056291,0.604527043388345,-1.10071259438734 +6.46293756367356,-0.743514479798666,1.61170728620522,0.0790534540033936,-0.198117939563914,0.49424490739493,-0.835940216449643,-0.744400938401589,0.28196307308158,0.928682501286755,0.585828408439981,0.39661290030444,0.960732419608728,0.374683293220914,-0.0574055254306538,-0.916740214501118,1.93282104485206,0.261679424098646,-0.721798203111427,1.4690681475407,0.15660027264566 +-8.64346529258756,-2.33171211772957,0.343176401033919,-1.34932438088553,-0.322749575552212,-0.578872467283633,-0.236777559199562,0.552540004564381,-0.835309951408922,0.44570346403252,-2.56620927595477,-0.904854720601681,-0.179675860614188,-0.0583802574248046,-0.182639041512032,-0.0372557113643864,1.15295126388142,-0.893402652442977,-0.071122809549597,-1.40240744791549,0.271037933981796 +-2.15805792551031,0.812245442209214,-1.24112761297792,1.39587047549706,1.72591767776972,1.83968964355335,-1.74320549925292,-3.26568741101968,-0.34220139219431,-1.36249598633618,0.105829312309142,0.0631539800141167,-0.783536350183765,-0.249068681574552,-0.846148936904501,0.63954495959477,-0.170778947787327,0.847749642513301,0.438655681809503,1.11396354549505,-0.300359277817476 +-2.38489710857106,-0.501310657201351,-0.095482091127796,-0.196202713620939,-1.74327050940795,-1.62115532248243,-1.1136335483409,-1.0356826888321,-0.0707974482069533,1.32578662953257,0.977156926317561,0.726154036347467,0.167037692305772,-0.667677603007788,-0.191548278249477,-0.541693784148643,1.53259178909296,-1.23498868554183,0.633238454031716,-0.0711291154025597,1.44840171944002 +7.79582801001992,-0.510886565952357,2.10794193541281,-0.194071201674226,-0.393135395503854,0.545284097490237,0.495264102983731,-1.02227526230659,-0.100235412804228,0.707014652323593,1.65594715890823,0.252106400163555,-0.0818315892032208,0.610575792309233,-1.84293270193673,-1.16373262385927,0.65074164331523,0.9072719907886,1.45863012681822,0.804376550044584,0.0384628026677066 +-7.99217241393334,-1.21536404115501,-1.89049895419183,-0.763630200659679,0.571155661292558,-0.213036534372375,0.211052345020576,-2.11025536823844,0.639610063267812,-1.46853666789202,-0.933425641675781,-0.0512360443660035,-1.43399452800128,0.356269849065753,0.163249873614274,1.25528167512314,0.898877857924785,1.11613026212631,-0.123190342623888,-2.09854650446752,-0.643147515953578 +-0.951823640854534,-0.022558628347222,0.184238051817074,0.154511034456478,-1.72021341709554,0.271903620013791,-0.335780342381697,-0.405374109771194,0.907751040787359,0.825531442647267,0.352115264920793,0.87437719969342,-0.843787834002635,-0.73606119555973,-0.149929444811348,0.352166560578449,-0.911062531211298,0.225173153566675,-2.14601128914905,0.373976157182872,-0.143045209378578 +0.289617650750643,0.701239300429707,-1.45622875339887,1.54402624074282,0.281073771994601,0.543632663088517,0.728327266984003,1.21128209540268,0.403983978555241,0.00760401775903119,-0.538099885899578,-2.03800396302384,-0.170872264512746,-0.45661976849868,0.733530027317896,0.186846316852384,-1.86348322299285,0.616553900612688,0.293189758503088,-1.65930551099459,0.924111460348399 +-0.482750686512712,-0.587482025589799,1.86736928777571,0.260555717604333,1.01978443411591,0.424208042185266,-0.294137601171916,-0.580412281118115,0.126252190395923,0.218297624603921,0.811097930398553,-0.0327216684337382,-1.17660859027891,1.25895583049679,-0.0814480185641619,-1.5443504460024,0.416667595370878,-2.40603825062101,-0.658470023844923,0.549631429921846,-0.524594430586122 +-5.3710571352286,-0.60672794141879,-0.404806863287924,0.401613249316199,-0.155978897502981,0.959583346887182,-0.924827247034433,-1.72310003206944,-0.0860740473080747,0.581875657749013,0.815558302789698,0.981287815835352,-0.804384028675328,-1.85943326611191,0.768460883063648,-0.498520164652401,0.392752886080181,0.142244568664407,-0.90238838446962,-0.320481541563018,-0.59326086133021 +-2.75273130079698,1.09664021500029,-1.10570818994242,-1.04738362843513,-0.0826067033259818,-0.442402221359956,1.08912356597783,0.214935417974319,-1.04065383226579,0.2638347334685,0.504555397894808,-2.03859902433704,-0.498305361742599,0.108226581853525,-0.488603462753931,1.50561994070621,-0.160609410448855,-0.954933564956346,-1.08224620475376,-0.854732111110076,1.38350655805212 +1.67459004876406,-0.247509677080296,0.00850032250572348,-0.0788572214180716,1.62613718530576,-1.6804659785652,2.65032540771501,0.725013191320212,-0.405974714650428,-1.01009612657844,1.13816484677043,0.309840381960457,1.10964707570069,1.2020104826561,0.514234391116166,-0.523885881774262,0.386770926729029,-0.440859061359563,-1.47846219955334,-1.76936736265347,-0.613107478189698 +2.34343491486471,-0.159901713323247,-0.296454576622435,0.13990095633854,-1.63457963311425,0.162041127131649,0.308646057321746,-0.184621761805488,1.42680749294314,0.719197817169855,0.167470669655153,-0.409933453903131,0.137762439912418,0.846150581670801,-0.199724901613688,-1.56872045089812,1.27862950053532,0.265903591755322,-0.96095992915051,0.40269888808597,0.780783019656788 +4.36377881397027,-0.625778250735075,0.395107552787334,0.182079888791615,0.473191957170774,2.71684408316929,0.793132116756796,0.804609083669058,-0.989678336984725,-0.0591428040853365,1.72553188718812,-0.318178977207708,-1.1264737973741,-0.790672292910429,-0.456733843341764,0.757673393853565,0.489975074234587,2.55196129027609,-1.04034659695168,-1.06361590819159,-0.816193731318396 +-1.03468045390429,0.900434635600238,-2.41290580504818,0.345061852884835,-1.51388915558641,0.12914144349046,-1.24113329394787,1.48701571992594,-1.29377318976519,0.430056490036657,-0.370004437775441,0.282365115170718,-0.290095566006778,-0.806400256368789,-0.167016771793504,0.78187098622683,-1.08522457400742,0.864682796824153,-0.0839485853044008,-0.299917046281794,2.03806976746653 +0.709180536218378,-0.994193629266225,-1.33099789071239,-0.100860268762123,0.693110564507434,1.08974167377653,2.00645583491712,0.0085483662244785,0.0176128963851821,-0.856247477754495,-0.190442183856534,0.592102525752492,-0.0687718467444301,-0.759222942425491,0.191177497678245,-0.914262075505711,-1.36199800839601,0.556027470254242,1.51098075005638,1.89677355071575,-1.25653557940403 +-0.083789798938839,0.849250385880362,-1.73543819755187,1.17403902012275,1.30431777267934,1.23524484131863,0.398581600345484,0.872440467086239,-1.00632342479324,-0.583718803395011,-0.881019477824977,-1.02714683942539,0.0590106524314964,-2.11715111338271,-0.403136561054863,-0.661624679727348,0.667204834833512,0.401623020846411,2.24742360646476,-0.0411522390747118,0.554661362685672 +1.22767798853183,0.805702288976437,0.402087102792765,0.559307973859122,-2.69776214450827,0.239096457198216,0.515449793755162,0.187415117566787,-0.970549791701059,0.575688300614797,2.66974834495349,-0.522186588035633,0.320604746224597,-0.858123711410626,0.447082537706707,-0.288549734795335,0.545792146306921,1.01330087839458,1.44035467520154,-0.708312881650903,-0.00709954414069818 +6.49441585239822,-0.46760093599122,0.462828704647124,0.0661138306265334,-0.0549281498035083,0.512635655132547,-0.252743954953386,1.23461595644046,1.36170062791335,-0.251234158108371,1.69347478367689,0.820834702087947,-0.257579147418373,1.36810958721908,0.704967964826485,1.44146811656859,1.89783227304337,-1.26197181351563,0.26625129626785,-0.684695367401294,-1.25457854094057 +-3.00329605221562,0.848420313723343,-1.42903278903838,1.07433545078917,-0.365072267422738,-0.284461399573479,1.15976782289843,0.580517540289517,0.2500026580638,-1.5473709089851,-0.48931082525187,-0.795771646065112,1.33153974428266,1.00287979628409,-1.15955447452771,-1.13769153431093,0.97085103751492,-2.60318123725039,-0.492303123130392,-0.781729809037619,1.48244673299687 +-2.90766153728914,0.986769863596017,-0.00666879666864052,-1.00595882236919,-0.605541988349004,3.14750208812946,-0.712460170986635,-1.38174520086009,-0.770215833143813,-1.13805423743004,0.813841989795966,0.625862940717985,1.14323293400117,-0.00613221702182047,0.989720558823779,0.113806012611856,0.445012048938408,-1.29138240030545,-0.742453149990554,-0.829652185764656,-0.999927025625825 +1.48430560183283,0.57562028851936,-2.17444659027045,0.0823124139652242,0.393922356772932,1.46968317526329,0.224339615136961,-1.81563312726111,0.510428068779635,0.198038153641161,-0.279760210514751,1.68558716689961,0.817814904094463,-0.658173627161107,-0.3722349024981,-0.417062549656742,-1.04995601744482,0.821557678458308,-0.141837880408558,-0.821750123307304,-0.166055789676574 +8.9861959596049,2.02484204541817,0.485733744690067,-0.062540045868886,0.979700661969365,1.30909063980559,-1.30166501913251,1.19059351771476,0.555719216034205,-0.413421880750533,2.85451865200603,-0.67550266336749,-0.388991990327157,0.766869351786513,1.04016942212246,0.946067382575975,-1.29005594196087,1.18956495252542,-1.85674769519304,0.71274125660387,-0.200199809592222 +0.0427885025025676,-1.96235319122504,1.02456317126919,0.722347645176216,1.19154704764042,0.74806531019426,-0.623617299208142,1.00682962973956,-0.3754115662914,0.116637922527185,0.882813102424517,-1.37779731142803,0.261477807867518,-0.278598573312051,-2.16035573390087,-0.267148583295402,2.33116936546874,0.410173547953161,-0.111560248221387,-0.410806715120288,0.417743452581993 +-2.12529523366615,-1.16492093063759,-0.41724066679063,0.345339090322621,0.858973382815881,-1.91965750730993,-1.07388196136321,1.67436650591523,2.0560973762623,0.805508803051366,0.281473972640364,-1.55923127279682,-1.99048267980159,2.29896659843776,0.0577504861479064,-1.8624469045658,0.304390873965578,-0.744521808002661,0.0650922521502155,-0.443956962653177,1.07849646321942 +-6.46498957398782,-1.37651921373083,-0.44991362065687,0.0309429036435731,1.40834964024214,-1.45892304422388,0.303352226964336,0.10267452062168,0.230732825371419,0.898660463398784,-1.33081916220143,-1.83801121444213,-1.93235509199286,0.0713018310777062,1.27140856371164,-1.04011221284209,-0.714842362225339,-0.235702575401814,-0.23201922337051,-0.211778142398068,-0.778429382987616 +-0.956671799674479,0.167679934469767,0.510764351991593,0.72275357866982,-0.3954287009326,-0.837179966143833,-1.61924389932048,1.06014065141465,0.968438893302831,-0.0654183023882536,-0.958463488259818,-1.26745301463754,0.633312341779601,0.575316022854634,0.157661956827861,-0.753658748347541,0.1301612774055,0.836659342849347,-0.977813907683122,0.341639323819814,-0.631402127708405 +-1.81174402243434,1.58462907915972,0.23066137151418,0.574756488006093,-0.729216347151764,-0.673807527499321,-1.93551821351285,-0.215796124273799,-0.993745527640469,0.333857079969275,-1.63706533701809,-0.796189869546585,1.1290048777069,-1.00254723331162,2.58713344264444,0.431687442363591,0.613681315986278,-1.84960699155727,0.11423995699497,0.874224681507172,0.220564470668213 +14.8709795458093,1.67788895297625,1.4140144136455,1.16413064240091,-0.294021036075524,1.06830485644131,0.128828852292476,0.548920906145569,2.04035643493307,0.857892639431445,-0.588749652191421,-0.37014506687417,1.00671311139721,0.509723658579948,1.39798758255082,-0.57244937806718,0.844002067256456,0.949805110431608,0.492143229066985,1.61152878613857,-0.490090522966038 +2.55815522809061,0.488296698394955,1.00290684763507,-0.563635716185384,-0.174074518262282,-0.318388820915272,2.83819577549557,-1.52397805811368,1.00537112096982,-1.033779447491,-1.32229029891718,-1.45121397036133,-0.182904892329712,1.16572432317566,-1.4228632613346,-0.427066341004982,0.724195035436969,0.058198422761827,1.57459617008276,1.42552095533798,0.587329118693268 +2.3320372338574,0.878673262560324,2.22028587957479,0.415813731413426,-0.678679200730794,0.33427203063068,-0.955421552285691,-1.01458063673931,0.515530365038901,1.57337056939749,-1.14587473265771,0.54697666255838,1.30507271746983,1.57157408479354,0.0290167281346351,-0.838539789646181,-0.812604751032788,-0.818873421595061,1.6151739598565,-0.507954794236724,-0.875715179768069 +-5.37949847026205,-0.144874874029881,-1.27900271394116,-0.928468346911686,-0.734125147568996,-1.23130985216344,0.520450207218725,0.957665758917193,-1.41845101169357,-1.22179981473892,-1.99988169286425,-0.472342608650353,1.06096946649255,1.20553681455508,0.310480372892032,0.426514867849032,1.09385654447709,0.143584243201187,-0.33186723481417,0.231800467582444,-0.087675052535327 +5.62036877569274,0.468971760074208,0.459030510660419,-1.43489429055484,1.30610163356469,1.08063926115713,-1.05397984874391,-2.2208204141683,-0.00160913541008847,1.1767669454584,1.91868346262647,0.519016542334668,-0.0470049289513841,1.16335994090574,1.4913054735906,1.68552445975431,0.377809469369194,-1.34329524237856,2.25168798397836,-1.40478078782231,0.344773096370014 +3.42065388088648,0.376235477129484,0.525950899556397,-1.41134962263632,-1.93724330865729,0.487631283270142,0.53878560170376,1.1243849515398,-0.190485512001247,-1.33809645013114,0.717379671041377,0.185557066005292,1.31852386791231,0.722124610734395,0.0474742532617414,0.223539762624661,0.568831248088509,-0.238766221866719,-0.21614682130494,1.52649327885728,1.46587432430939 +-1.287873657669,-0.761040275056481,-0.301905488787861,-0.132223241861938,0.171661985928086,0.506837249979716,-1.23007528247199,1.09746374443276,-1.23388637601847,-0.292515432824531,0.534509074978284,0.411877136335592,-0.025905433081707,-0.0149510360718408,-0.666245721761167,1.03864970609272,0.919232055160666,-0.1032469479409,-0.151856460577024,0.0729312147481894,-0.428218137589664 +-5.5727778311576,-0.293294933750864,-2.26260187393483,-1.72817683893601,-0.108782957426513,0.458031821834954,0.021356896667473,-0.013547415332602,0.0547292625734404,0.784815310888432,1.06481913684274,-0.96397512617625,-0.918032121875583,0.0927508864352356,-1.7062075176603,0.344733676057283,-1.68574813329344,-1.78142762654364,1.8575617244366,0.690652850549252,0.189932735287483 +2.13941036920569,-0.134841264407518,-0.513242506612061,-0.0389640924951532,2.45620084662906,0.234707385970412,-0.942743445222461,0.256059979628497,-0.274264861852178,-0.185659068245858,-0.498811393629615,0.0793407606911652,1.32325427090533,-0.912428574178745,1.40836151613839,0.0548619064239889,-0.184329226724336,-1.25011346122082,0.966462762870012,0.573960525811398,-0.172798923024506 +3.24702602009109,1.39384581617302,-0.444002397728301,0.539875701145858,0.272109717002751,-0.521772464183653,0.970203456943718,-0.595595072718283,0.628476417890752,2.08066541257467,-0.963340483612456,0.385061312508543,0.478066966421865,0.942307976981199,1.05109194754494,-0.454866847569003,-0.136252879859403,0.288670524591749,-0.727293890065474,0.0151111670789626,-0.75726737434885 +-0.739637570113292,-1.03698868969829,1.58476226750509,0.621677487729872,-0.0903143784562325,-1.08800339046848,0.131026242704492,0.876285988114037,1.68806515301626,1.07817738079972,1.81920259036922,1.17733607864609,-0.736852992464958,0.513277530099628,-1.74546233161164,-1.31002641422824,-0.0825504394575757,-1.24208259562584,-1.20769809589905,1.52418222606136,-1.96794138543988 +-7.32246860894806,-2.11433514780366,-0.0246510833246236,0.365043492169784,0.418338783952775,1.20446381174236,1.42982884050754,-1.61355562846213,-0.676453842939818,-1.05387641426347,-0.44964721736838,-1.57802562131492,0.389835811101834,0.11894849161228,-2.31026578849475,0.0437694230096254,0.202432000579152,-0.104907452908054,-0.858154568602935,0.495819510423423,0.454556034370957 +5.07889062749996,0.768278218204398,-0.514694420137998,-0.590489683273537,-0.266985443054165,0.862578401761212,-1.23584137850138,-0.0123043079020746,0.566391506728589,0.855836890452803,0.947960293830667,1.46003908594575,0.278561491119448,0.105992375787997,0.963363740488654,0.738043428852503,0.847461563048974,0.0291904897881738,-1.22045371022958,0.298926500223044,0.14345627794194 +-1.00708248912643,-0.816160620753485,-0.513993033438301,-0.147902310851009,1.09141513477012,0.0809755304745405,-1.3615791418442,-0.702512502631858,0.244615902313938,-1.20751471135356,2.54775419222213,0.296883132463316,0.816597920985916,0.893149444360232,0.432666830294577,-1.03449724330751,-0.400700478318416,-1.32222479307519,0.0173098902486997,0.0682582290992273,-0.767475431444729 +0.650022172608783,-0.436106923160574,-0.138084735519517,-1.01686577245117,-0.351397634015166,1.04246597939807,0.970073567821542,-0.982328991424953,0.106052534521874,1.03333095947111,0.244926734823723,-1.06884678389965,0.158680781795448,-1.84291393307769,-0.701800080299642,0.117087984261227,-1.57548876540434,1.3146542764164,0.748690745199116,1.47035247617426,0.784923171196947 +-8.26318804353812,0.904705031282809,-0.66335484301021,0.325508470533905,-0.730121549110159,-1.42066787588734,0.599739316214359,-0.566224567348328,-0.561622152713933,1.51668723366307,-0.413942497341811,-0.896493436587285,1.05642900620474,-2.83340733502495,0.59487198781575,0.679547576045343,-0.992956590169165,-1.57456732997508,-1.48708786543747,-0.486946974551012,-0.429006916129516 +-0.0832304752896572,-0.763086264548317,0.570180375282274,0.804500569082465,0.103660697605445,-0.682267400918377,0.103845243586503,0.639746985847906,-1.93835162711152,-0.70278382413277,-0.789259202658459,0.075218175259433,-0.666619396005352,0.161963812116949,0.766444994468082,-0.345649008186145,-0.403184596388784,-0.938278176662472,0.0925617454122329,2.03536487461432,1.2663798053878 +11.0698695184437,-0.341066979637804,0.693198427561061,0.878711485077984,0.132337190762389,-1.77626681491216,1.72688657347115,-0.159843791643425,1.34317708744568,-0.974299015154471,0.938072066687955,0.95722897282112,1.44835611563466,-0.388884934337547,2.86492378292743,1.92343974759257,-0.85636956827729,0.0217219552064004,1.55268807150788,0.298245176275246,0.209518599038141 +-1.07595991220914,1.50242453423459,-0.196465407979219,-1.25851107560186,0.133187386249364,-2.01059941083604,0.122106881278226,0.158794138052056,1.11111260345223,1.13863253160456,1.0517444807022,-1.15143428507956,-0.838354704565261,0.0870428540182481,-0.281296611969701,0.0298364428709298,-0.119208476579212,-0.835519588496386,-0.716525668150868,0.946778094697702,1.19966900066474 +-4.14049767201749,0.5283077123164,0.427738635648652,-0.260720508022889,0.440730295758326,-1.27266697968858,-1.31299766666966,0.0771807294943504,-0.882186411577672,0.392858355442596,-0.0768093819188558,0.574622101805818,-0.151418326165965,0.333428047757757,0.1386638313668,1.04243700512197,-1.56801111590706,-1.34150318252238,-0.526065273462596,-0.369118493112765,-0.544856545564307 +2.16273159110192,0.542191355464308,0.558419369158442,-0.976355923162955,-0.391377127987198,-0.704897000651921,-2.33688681949435,1.59049245378421,1.41293860905931,-0.747910833688117,0.690718285961861,-0.311439000540279,1.11899017178152,0.575754612665961,1.43129572356348,0.526594683616775,1.51791638052974,-1.25380575193698,-1.60391859089416,1.02773788406023,0.809050747713506 +2.19788266274874,-0.136673355717877,-0.848490763310706,-0.573706364669028,0.636184240984109,1.03776985638401,0.90016469208673,0.86779363056935,-1.22613749425769,0.0280957113688597,0.396353492218102,0.748436005078062,0.82276430171109,0.628808798456941,-0.164346063754941,2.29265670646565,0.463818353305107,-1.39707584418918,0.352958909717569,-2.30106378655689,0.682032172593263 +-4.76514289087017,-1.13673385330273,0.393210090043557,0.0167501906541282,1.2518462323212,-0.237575452127642,0.375073278881429,-1.30431141694698,0.504284827158816,-1.89672170610347,-0.991164730534286,-0.193989879911138,1.10085362166632,0.225200596011184,-1.18411191691205,-1.43039131932804,0.212896176490724,-0.796381658989721,0.0305594543459686,1.32322816240896,-1.36269983793879 +-2.97658332884586,-1.49662715435579,0.739622854555091,0.542222662267596,-1.09416856531585,0.905238903783815,0.0176018969678824,-2.30559873984367,-0.0587819655433995,0.0240819663353379,-0.295045797413045,-2.72498231610487,-0.337742780363425,0.412541253060344,0.807700158648891,0.745873275286442,-0.336480536303729,0.969971539651346,-0.594057468636581,1.16817411772217,0.020785170424156 +-1.30071345126197,-0.223385643556595,0.434563137364066,0.0345149594091812,0.701284884036464,-0.15590461414028,1.17730390217512,-0.626285989505859,-1.06404500577938,-0.423458896618798,0.638136626893359,-1.83776072447245,0.833621782267906,-0.899293439123179,0.740277236230944,-0.110411969945084,1.2830633316298,-2.0921764923413,-1.0039078721579,-0.144837469742618,1.25201195913078 +-3.84437464261727,2.00171922777288,0.45793525663008,0.577254046856855,0.138253279629038,-0.502205897626743,-1.2072413897563,-0.394523123624309,-0.897911474141036,-0.746943360639605,-1.32041332471154,-1.37496555196275,-0.238811418397258,-0.0804126812884615,0.333502443140489,-1.13783305089647,0.0743521500879966,0.839782594589151,-0.324057759276699,0.925462125817389,-0.321118196519536 +0.12825815505297,0.221703816213622,-0.452130199295268,0.615399354036842,-0.935088549581863,2.6064096713386,-1.67540099858206,1.0186369858423,-0.0719447668118363,-1.3121222647921,1.36926900859814,-0.52874581406741,-0.266315349523283,0.945019941005479,-0.828784832207276,-0.464380762729597,-0.675005772272892,-0.0296470950246343,0.130403280621787,-0.701896886933631,0.488067123180299 +-1.40893942015651,0.164372909246388,-0.367055679623703,-0.75958621603167,0.0161378285751104,-1.07734290677957,-0.0597460374104961,-1.08642904119887,1.06099780166238,-0.612094291853525,-0.438805578288062,-1.26947603166375,-0.806239701412491,0.663781299386923,0.0114820192280787,0.469770641967937,0.684736281491038,-0.0465570776479939,0.892585028819557,0.898454626791608,0.429894320847038 +-5.94453343543574,0.33262360885001,-0.395753290012988,0.402288203279366,1.11496685911493,0.0170451532598806,0.920351555606618,-3.31954849266695,0.408790413319908,-0.774576853146798,0.558110059902516,-0.321227489207071,-0.119932621032742,-1.51655649850275,-0.654660111572834,0.0579012798786396,0.462134793470305,-0.245229875018405,-0.597756885502478,0.769103640341048,-0.618286793196584 +2.11964868587308,-0.385207999091431,0.0234002344738174,0.427550189837893,2.45802100761679,0.095334473733831,0.126047574074092,-0.482559187187021,-0.238466152846975,-1.38874208409675,0.482661453902453,0.478991113805618,2.85334516754464,-1.39806292576556,-0.47358602635864,-0.025284643744841,0.90930500548378,-0.784097742302705,0.4254540675349,-0.699829806042413,-0.332249830325199 +-3.0914186872129,-1.39875402655789,-0.38954381233615,-1.9186721354877,-0.32083210667782,1.05025350430307,-0.204598963044013,2.24978780814089,-2.20109257492943,-0.164863426558003,-0.452413978635259,-0.841905583840889,-0.823873845954642,-0.369713908284287,1.33882036898167,-1.92308741022675,0.239333523745121,0.383231958848779,1.57424116499221,-0.00273684103934533,0.503222663182036 +6.31873225459512,2.67574079585182,0.482376718058574,-0.0558807133862323,-0.964806771887294,-0.362110355110637,-0.833314900516305,0.452898159322719,1.54366326381371,0.989917081258793,1.06624129011738,0.49985676669259,-0.0458766196273858,-0.453593369121993,3.20051372358914,-0.314879094224499,-0.581192792841451,0.601137150427762,-1.2090695561716,-0.90825576820405,-0.350093009618615 +6.65597364834577,-0.423686088681983,0.758697062349408,-1.00215345143482,-0.174557839875488,0.466644845198707,0.524907842289676,-0.30765815028971,-0.879157545384076,1.63951168339949,-1.84620896333742,0.176100358607879,1.10035001127595,0.548913242897687,1.08333928364923,0.565415888128959,1.26193154743859,1.19820989677109,-0.117845377379916,0.865527897929832,0.970798874598934 +-4.7712353886976,-0.298601511933064,0.170762281447329,-1.35982202120633,-1.24691167355587,0.593588866838559,-0.510294902516904,1.62326659699895,0.429416001749709,0.648247644912131,0.281604225149873,0.241644572845107,-0.255850004517781,0.552793784269601,-1.44072587412393,-1.73750753013781,-2.04126968283536,-2.35338539245087,0.105679196241655,-0.30858585923227,1.04080341572538 +-0.869386484214804,-1.79234172685298,1.75503583571949,1.07302490045147,1.20596593616113,-2.28049255814647,-1.27543281835683,1.57752819095492,-0.867671157444736,-0.772239672036219,0.364380809426565,1.32555405886394,1.09598440229779,-1.8682314447294,0.819431765958244,-0.680557636245164,-1.55206181228762,2.25746794543506,-0.655267960850125,0.186961443633722,-0.759815511334743 +-6.89736865959552,-0.248008225068098,-1.29100541480158,-0.177953258494371,-0.642099046891993,-0.346268369311079,-0.732988409943896,-0.152518539671753,-0.315392791693912,2.21385267468733,0.148502207973856,-2.65371363924897,0.687760250313996,0.345569876587273,-2.76509789088204,-0.805344475728618,1.25084143561444,-0.84328273226586,0.181949360875107,-1.75335358935751,0.21013497026332 +1.28359323154933,-0.247303918374605,1.350223041423,-0.268083265697342,0.371409314923049,-0.150877581385422,0.498688153369812,0.964589888281973,-1.32093291418566,0.998849412092872,-1.72195071967638,1.64817645592244,0.192429581315587,-0.421781795260486,-0.97835059379054,-1.13157490566175,-0.144918855830639,0.259948000129088,1.33134998142337,-1.60475330533635,-0.0513019360445278 +8.71754133859166,-0.255510378526346,1.18198043771503,1.15564797930355,0.578633183434012,0.346941081595868,0.689019412113014,0.436790157859342,-0.0836748261611864,0.596283324850975,0.890108761165713,2.44755338683011,0.259995818055089,-1.7391258091187,-0.214324923073109,0.778072488670233,-1.04653589376963,0.207223855751977,0.55287587515844,0.998062229891455,1.55668743062165 +-1.66174197417373,-1.78693810009257,-1.26361355053047,-1.88765495060015,1.18176940769278,0.582181919593051,-0.366941430988799,-1.01051768232268,-0.608713124195427,-0.0393553475678913,0.0223518123086867,-0.254334488958659,0.532876900308811,0.38676921110227,-0.0179988875723785,-0.40022570425333,0.959171641166079,-0.196238185256928,0.685878238477036,0.811703619701956,0.527873976195641 +-8.7227843341465,1.78466281602476,-1.56723702336193,-1.09394739129076,-1.96614105715501,-0.309600869343025,0.118782719153598,-0.861742538176143,0.577068672539255,-0.661876860830055,0.327113884935496,0.903202886141436,-1.77590912939843,-1.65964717139089,-0.430493828074773,0.900118646902392,-1.37444982838543,0.501712454425037,-0.881930084144231,-1.92953506247584,0.132438155321949 +3.09481684920595,1.76358634774588,-1.76690400433212,2.35051201626666,-1.50822097021295,-0.17870259825208,0.647282799683306,0.430285150903782,-0.852656331823349,0.360636497291653,0.381797895793899,-0.634889817216075,0.452088936837946,-0.101830956968535,1.12573429907443,-0.359119021772301,0.801131559818055,0.529150261985908,0.794965999467908,-2.09609667880481,-0.0361497274300633 +5.31231179002563,0.689600221934096,1.0313827567534,0.133268752039776,-1.81235174221177,0.84310065307526,-0.26497596311125,-1.41194775701432,0.284434512942176,-0.26331901005319,1.20012513728911,1.94457745848569,0.727465364059332,-0.0665675679775775,0.717858701814726,0.365180298079269,0.455624826867802,-0.309866272641213,-0.0934931452275085,1.08720512919214,0.313358049972192 +-9.24815713326969,-1.10074064442392,0.169722721165277,0.128478913130542,0.990974808046407,-0.450477714536669,-1.10603102652397,-0.656588286456864,-1.91563448966897,-0.77163355655467,-0.267564996903349,-1.31571386681564,-0.291823487470317,0.290295103899965,-0.02238002293962,-0.9572323909191,-0.0994997726653176,-0.840152598632831,-0.838384713902517,0.389798672809034,-1.97344539621744 +-1.88860012163782,0.714509356897811,-1.64342972471861,1.12663786552869,-2.55634621303955,-0.975766828888002,-0.791426353053105,0.28148731591193,-2.17210883099725,1.80996783693224,0.807581327529242,-0.573107729628535,0.881500918950751,0.704390953729411,1.3692391104052,0.160642812169736,0.165497441708783,1.36757793469567,-1.09315229364864,-0.556782920178327,-0.312458321614638 +-0.459682338555981,-0.246470316934021,-0.249066139722486,0.200747832818364,0.585582906587226,-1.53051205208061,-0.0422237880536348,-1.06577073400482,-1.25883201111861,-0.584732003438312,-0.513878845458003,-0.984691310741745,0.725993257699155,0.876889986380394,0.674711795581957,-0.284964355583989,2.42573285062243,1.2344814039479,-0.990511302769078,-0.0555664827876023,0.856011260898182 +-2.41702401219554,-0.319786165927205,-0.506931720865329,-0.0980377402391498,0.599548259535128,0.417837393994561,-0.876268579864399,1.12328102543327,-0.386624209252926,-1.46551536634515,0.798452681004282,-0.253972032223841,1.25881441845175,-0.543271602775434,-0.685098412012328,0.928623999006164,1.01666759952011,-0.886952193605223,-0.858756568587934,-0.344374425340067,-0.422722328298463 +0.701367844619762,1.3626442929547,-0.0277094890074275,0.823606602759376,0.076906130762741,1.27833334132896,-0.704842315164247,0.438346290526761,-1.1228039780821,-1.98581673659896,0.059740150601359,-0.42623249329558,0.0962164574913108,0.142157484935996,1.70876953458239,0.134596169388988,-0.0503652261325248,0.695203769301644,1.07201959845647,-0.566806490343388,-1.9318542155113 +1.66011468280972,-1.22788258998268,-0.248249852722368,0.794402047777047,-0.14227697827575,0.873900421424453,1.66967105740714,0.546922130804913,0.438289427039799,-0.80179955835977,-1.5137635117256,0.455786853620128,-0.537092640819005,-0.835123093519083,-0.520344955732567,2.15675718894991,-0.735958467894808,1.46319125007174,1.85492331236939,-2.75246747445426,1.23991045483998 +-1.61892515591565,-0.511219232750473,-0.386954450061208,0.532046092847278,0.879655646317785,-0.696347944780258,1.96531606842444,1.87548787606116,0.172095966039725,-0.423485511552936,-0.945157836115747,1.45181058309232,-1.48773766502309,-1.00648426023419,-1.49831945846789,-0.237878397387539,0.593412436362787,1.27501509726105,-1.59272435164544,-1.1566099666697,-1.57511194687289 +-4.44787929013644,-0.731194999064964,2.00118684177239,-0.064757303562928,-1.222996281903,-2.74835074363061,0.562788731193295,0.634479560156125,-1.10586458663175,0.249519111165939,0.136453110432519,0.234409145773299,0.28445008666708,-0.102905749108764,-0.750917840366716,-1.61996746706419,-0.091216703788736,0.524006064647169,-1.00113942178512,0.670208987695673,-0.538771807725446 +-4.66656317793483,0.0197520068767907,0.852115399414548,0.47465016741832,-1.43301617159378,0.306740317557509,0.652033066553226,0.0385343398148997,-1.5701131696004,-0.555048504526119,-1.86181501715554,-0.451332919468823,-2.66663789252251,0.356552792431386,-0.501200252372677,0.590268899511569,1.33065167248647,-0.224296327546472,-0.692929615604977,1.16043628348933,-0.564860908062071 +-5.13494685222286,-1.57286391470999,1.60347150536235,0.375023463411515,-1.25643240772921,-0.233118982115187,0.741977654097046,-0.878710401628819,-1.34543267042699,0.718008894968096,-0.346886248257511,0.850615129552215,-1.78464244246268,-1.16053371845836,0.0448292514185057,0.635955785885919,0.899305886510778,-0.51541154799013,0.365182658625318,-1.60863363418775,-0.277421581168875 +-5.74371088014455,-0.703333269828288,-0.390858402683737,-0.372844058815933,-1.03547206453865,0.911667932901061,0.785987634681855,0.420810757854239,-0.830770784023211,-1.03189861901546,0.35672438912886,0.214553371781419,0.271050598139632,-1.13036173348587,-0.679701541461732,-1.0043412185473,0.986685684172049,0.379153781083094,-0.736102067073351,-0.825142610804961,-2.45658211693984 +1.47176548807035,0.715932088907665,-2.51418531324698,0.816830593578436,-0.0224135829671863,-1.9924142315299,-1.13593887694104,0.677991240958509,0.833046369434148,0.834020168498785,0.13789680839835,-0.313604294987934,-1.07174407616442,2.42037142953902,-0.284406558902974,-0.575501509392054,0.811951596670629,-0.491998557245026,-0.516687408374044,1.93416077948962,1.69489608800328 +3.63926791527351,0.465214906423109,0.591851131883643,0.359866738087734,-0.762149896873111,1.70815713268541,0.518482620375036,-0.546162466870008,-1.06975856178178,-0.661259408358448,0.814097292759743,-2.11487210022767,1.15177802242319,-0.505737582620114,0.897937179415842,-1.16938004038736,1.51609740752176,2.06630480973585,-0.744736782015846,1.88070715222942,-1.80880868863792 +-7.1231114594977,-0.973902306404292,-0.742149400406474,-0.815401470158309,-0.704235158691424,1.14208558470092,-1.14322476063765,0.539073507554458,0.213423314611237,-0.012588810067447,-0.00184808902482353,0.293991683454393,-0.812258488684291,-1.27972203747921,-2.05867680973222,1.46363734754509,-2.53332862948395,0.402768712169514,-1.08789849069094,1.25766388438407,0.848105001201933 +5.05972215356319,0.559217730468333,1.70200728605702,1.68979066231299,-0.018082605182958,0.887983635324419,-2.24990441071068,1.48928940246245,-0.457686856828171,-0.430289922874913,0.387475072673701,-0.431217261458406,0.880002655367655,-0.308560103438112,-0.179257373200887,0.714801966461968,0.91210760694725,-0.425825624667404,1.98980078105232,-0.904266610256031,-1.08003976490163 +-3.00672021043434,-2.43263974540567,-3.11911751487801,-0.622948561959875,1.0178657643386,-0.0411860909379252,1.19197066775952,1.32888401363981,0.154505103890556,-0.307199303480139,-2.88900963423197,-0.663154959225535,1.47410022339177,1.383642281558,0.789748248366267,1.33897473005685,-1.73426218553859,-0.00624172726711483,-0.978367932773804,0.49877817307619,-0.125091567737759 +-0.31324329309364,-0.340484926702145,0.447370987835865,-0.035607049094539,-0.879471554095036,1.34194868283856,-0.0711214554190305,0.891764683374155,1.91564701234086,-0.615464392139647,0.27062101393119,-0.569578380893841,0.145765166319943,0.339176992572366,0.480051083113765,-1.2024341348781,-1.02540235696778,-0.493166053635986,-1.65013066865614,-1.01667253228391,-0.0176572552114796 +0.572114513294971,0.713033194850233,1.34238216861523,0.343836350597782,-1.33380531816224,-0.57761175028789,0.632512188616106,-0.597043086174405,-0.0909198242281891,-0.735105918374832,0.474310444707796,0.247146349923914,-1.32883841623209,1.17924799101046,-1.14366628993566,-0.245884836121213,1.83729202180971,0.0165384100448976,0.157423594254606,0.799013955570929,-0.191247162553016 +4.95080784063939,-0.659037386489128,0.519748731700415,0.553457736274993,-0.301498783058686,0.352509013483509,1.37109374429157,2.22203124271687,1.2298704868453,-1.20770900020521,2.39112754088541,-0.122653832796474,2.00593145780174,-0.446903992397757,-1.25121303778428,-0.0827263217526562,-0.872557624548023,-0.291975391240785,0.0735709665848432,0.0361517797116136,0.165199056125369 +-0.0457874427441971,-0.0364026225664853,-1.34294210135589,1.16936595083559,0.152299346230013,-0.0742659676787536,0.529149275337868,0.757376139126384,1.32559747640407,0.437538063268892,-1.50289069706352,0.526168059801989,-0.799060711098072,-0.248507423315535,0.481171385122207,0.410560195808334,-1.45548117265286,0.761286216736052,-0.732067478403268,0.332184075093827,1.05393293523743 +-5.73721404769617,-1.59328630152691,-0.106125470441677,-0.796376235787143,-0.269459562284848,-0.331490562418759,0.737927115313103,-0.0877656731507906,1.2918482532263,-0.403490146021655,0.0219634063342453,-0.0274822701821599,-1.07757086732689,-0.571050735651867,-0.0337828560400359,-0.926825202701919,-0.857473567402272,0.827497304656149,0.0855180231153297,-0.0134888799120648,-0.509639819858621 +0.347328112640666,0.847792797247769,0.196462120559561,0.524215632706205,-0.438940241272771,-0.234603004249627,-0.0956786197980165,1.60696601982402,1.29721116316011,-1.15162636007564,-1.23852339196275,-0.0418593754930417,0.292244078282572,-0.43716516953038,0.977677459466559,-2.28180282252169,-0.0556858022125731,1.54411489591049,-1.11303731082642,-1.85309387350337,0.695330382646826 +-2.33875064198236,-1.85038884866061,1.99348259852196,-0.151486783205014,-0.56277233489273,-1.06889204031188,-1.46709248287791,-0.0786735663201951,1.68723313569179,-0.327626267849088,1.20056010613927,-0.508952261333338,0.461246654367561,0.160230086657342,-1.28406523479057,0.283906978145068,0.333722344510053,0.373740368997959,0.493871455862827,0.130202661760206,-1.52828119606217 +6.38078486332213,-0.323650631690314,0.100198144087884,0.31792652416866,1.12362323155148,0.425833404260315,1.83147417424897,-0.171105978377557,1.27230312983951,0.551361998721303,0.832777852326768,-0.725918712928202,0.110603665655769,0.919475848912634,0.327354432352376,0.204676819245867,0.662930366275866,-2.56102799187618,-0.890247114816538,0.310209016298549,0.261158287475936 +0.201001325189982,-0.255248112503172,-0.16547816692274,0.868319220597117,-1.07306250158626,0.692986563377162,-1.10034181770496,1.87548166515157,0.0498592970452379,-1.37438754470023,0.606579109784917,1.29043972205519,-0.573406738732634,-2.35036265665306,-0.332457059912291,-0.263919363722584,0.442988821866073,1.57590342680394,1.07069081625548,-0.150666677034354,-1.69530308416332 +0.575798832202159,0.0609212273067499,-0.449153371160302,-0.401208587554675,-2.2729583088603,1.5515752766438,-1.14820687047273,-0.796389083802227,0.630441537133871,0.546609280496019,1.24464187965006,0.362487021755646,-1.91664326449028,0.881829922973783,1.43001305041061,-0.809750658161035,-0.543093681277303,1.25405321368065,0.13323134237458,-1.31093201548756,0.283844676730665 +-2.12521974675541,-0.823491629018878,0.108511879552841,1.76355827147872,0.664761930729772,-0.629810015177457,0.816393888959463,1.06730387506091,-1.28396269355193,1.18945567179509,-0.374647967797539,2.06269742779677,-0.0407417031279854,-1.5504192242092,1.08703539743794,0.268572171648824,0.877311930224311,-1.14431920876633,-1.25032344779131,-0.404811512222025,-2.91495853231704 +2.49569937897733,1.82973048483604,0.0778887802943865,0.360751565656807,-0.104510643594577,-1.84563644029785,-0.518279245934078,-0.470971442429156,-0.171293195906081,-0.836690220537399,0.881018209693665,0.540127335972877,0.55264786614886,0.772308722996987,1.56021718615054,0.23343381608691,-1.64821223319081,-1.10458216237117,-0.733394438405893,2.08833188273631,1.52703651776712 +-5.15516069859276,-1.4299162157815,1.52865188417287,1.62586578773696,-0.429801056068813,-0.322683691750844,-1.29435673163622,-0.569683051739136,0.739509948763555,-1.29972951063454,1.50115358708864,-0.483462127958083,-0.581893111880205,0.264176119761183,-1.22090500129809,0.0983705058272445,-0.283604955743264,-0.110511508753981,-0.997442781842638,-0.241501090309632,-1.22069672889857 +1.45459527656288,0.254137143004585,0.448138780878264,0.0779305197026881,1.70335742179295,0.557338215606896,-0.385681299939891,-0.738291796287408,0.651985209319808,0.189339888049094,-1.40898601881469,0.0757986200417932,-0.758920993289648,-0.466406828498255,-1.33626381430349,0.619128127720247,-0.817775876044484,0.900299512482638,0.999748833256886,0.45424767458624,0.902435416769064 +-0.487550865284248,-2.93977369533598,-0.584927496115839,-0.238374975894367,-1.56563161143097,0.50898119485114,-0.388655174298991,2.58271061860815,-1.62258210941023,-0.851865391495239,-1.91869138904675,0.672878484801419,1.29669536940241,0.290261324671657,-1.19467860986234,2.16689237732469,0.636596016074043,1.40773542762309,1.49215685743989,-0.631977795841456,-0.469584212849979 +-1.77545523219308,0.00241580894347513,-0.57591901986997,-0.400805419130701,0.966020086027672,1.71963417339558,1.12244702983398,-0.269163725139692,0.738592046363754,0.0669549059939339,-1.26296462780046,-0.00409518091148167,0.637138046101675,-0.335485900718847,-0.71406995385353,-1.66377535354403,-0.302213060141294,-1.9559768035734,-0.391473956252365,-0.293314190512024,1.59752084021181 +-3.50657114865312,0.509665571261936,1.28863601658206,0.125121837837149,-0.163610191780859,0.241335906453384,1.60859805464755,0.14714760081001,1.45289829965231,-0.567938760826515,-0.829084300719768,-2.00537737637757,-1.45385245710413,-1.89287007965376,0.85136418772641,-0.230965397548225,-1.96405276075153,-0.898929379385531,-0.811855705546362,1.11853058968752,-0.585423563129146 +-2.90894912000487,-1.08472000111396,-1.28640318788691,-0.373608738480998,-0.158585926332711,0.920405466346947,-1.34674806469544,0.865820182355076,1.82604943856917,-0.0828423931780061,-0.259936119748182,0.185668063659248,0.469466461837453,-0.540214618877614,-1.78756079216373,0.364900652093057,-0.866163979786423,1.99284373428759,0.439006865750853,-0.894037524938813,-0.879986810494915 +3.04118571767987,0.704832976877566,-0.243408032609144,0.0934404019389007,-1.00571997041803,-0.38398003773728,-1.89978783147624,1.41307269921037,-0.542865632390656,1.25076664956929,-1.6977914113219,2.11037865324468,-0.112040424160991,-0.256385253379293,0.566710396797603,2.21683321451107,0.104388242386812,0.585095403392622,-0.230218678235711,1.08465560527591,-0.874352601965634 +-2.11331048742728,0.330976349994212,0.5628039479928,-1.02111912420942,0.152051668532281,1.08963178114712,0.117755112023898,-1.07449809508073,0.300468783906639,-0.711403130300499,-2.15158444509866,-0.970533253635934,-0.884145590055508,1.5279524627293,-1.71482342752413,0.543496716923583,1.06431231497479,1.39237719937022,-0.459839089544731,0.145065679103896,-0.0643416575682001 +-6.26994376661362,0.976327472976372,0.256447583071004,0.332767981871924,-1.4340079734251,-0.386653465737285,-1.15846611916631,0.627956629995496,-1.34615662750972,-0.766945401017785,0.00218755407874786,-1.46915321052556,1.18292468778683,1.85721772762845,-1.76756674295615,1.51127081614796,-1.35178422755359,-1.60464466877782,1.25455647442714,-0.748769225189611,-1.02242815410175 +0.24863002244607,-0.843339880398736,-2.27633899050106,-0.0801990753364785,-0.102394112879245,-1.25552856869109,-0.191530586569652,0.405758273316921,-0.144011692424452,0.238064841507512,0.149656581402113,0.429205395625347,0.244665797227316,0.789377093599772,1.91901460786709,-0.916114164326812,1.1427822641421,-0.896828624168601,-0.087965066388042,0.0852480843077506,1.66529086180821 +-1.20574763758005,-0.970579904862913,0.558005917989661,0.170219250311469,1.60381275752266,0.436820417661712,0.255097040831672,-0.687330086520668,-0.165831744774101,0.942990145326712,-1.65351141613344,-1.74213131980604,0.430504932410808,-0.798301817295353,-1.47650183148745,0.734677861670435,0.875889812405959,0.397238117824162,0.45030206609255,-0.625930955473529,0.413626654153247 +-2.09307083538491,-1.77153134864293,-0.335019467451676,-0.224801945451757,-1.39727695273605,-0.304604125756878,-0.153580622721198,0.576491934602477,-0.352166170386051,-0.400094962991613,0.191018696019767,1.4730078933181,-0.672761832105213,-0.60205299769781,0.541076554088837,0.728132617829372,-0.986411704953107,-0.335006804116643,-0.284166915872944,1.13049318801764,1.30040679028086 +0.0750969843525059,-0.322470341645949,1.64270766184674,-0.410014314011713,-0.277355416837734,0.567154456599273,0.921486683661079,1.32451097920677,0.461464737903539,0.418153621487674,-3.63722894468254,-1.49357900594672,-0.160737834591733,-0.470395134663833,-0.20090543850551,-0.385658983987862,1.20262648995177,1.61195220250068,-0.814812780003754,0.34663570568226,-0.355629694904613 +2.91987214600325,-1.3388007423545,1.57013883682474,0.231534038877709,-1.20758267617497,-0.0796140275191505,-0.145490822252082,0.724156733514507,-0.464532491979543,0.972680259090426,-1.01154900355319,-1.5217510478465,0.550245804551126,1.02250527021692,0.295056061838175,-0.460835520309821,-0.309088149643773,1.36933993054586,0.933974669932643,2.2544967900524,-1.11678605757347 +0.650105683062554,0.688156028146055,2.08197826376696,0.4736940645515,1.20868977951411,-1.60802723829781,-2.0203711921675,-1.5127285786789,-1.09815813803055,1.47519042392082,0.687813931131757,0.440836562989378,1.89083082213701,-0.710609320174574,0.522400468461209,-0.0767546475324004,-1.06704435310275,1.1608516744197,-1.69745153504537,0.359722734865377,-0.444883717362693 +-2.91156475461672,0.0712806522505788,-0.632625982787692,-1.13317723379873,0.703709718589371,0.0539683851555879,-1.04899354046309,0.415064654324313,0.420264122795117,1.08562640087533,-0.284580501091815,-0.142366769887739,0.447060670718594,0.0986314238610018,-0.247809873675859,0.299059799947977,0.52966984981301,-0.177951754948692,-0.745421842677821,-1.85492094026488,0.0327711649247319 +7.21055917572953,2.18975235927918,-0.116445848214985,0.317960982017846,1.96559871268368,-0.0716991616675746,-0.139779015523535,-0.198513569002025,0.0675464903484759,-1.3158530044605,2.36097518666359,-0.0883860214977617,-0.445342598616671,1.09095556229712,0.314495434021008,-0.5617058611626,0.290814306857629,0.866524284115373,-0.649247463778739,0.0735786916734156,0.569887826996995 +-0.666259007248817,-1.15770759930148,-1.62688075738446,1.55091692128414,-1.81562249276741,-0.221459689237457,-0.350906542750663,0.564242352579064,-0.668239429123655,0.322671720778398,-1.43876415692229,1.39588163951327,0.073049574830273,-1.77868405651817,0.748367612858054,1.3149771776954,0.603397655033219,-1.01243454944235,0.970909046860681,2.07807303627624,1.55159820705274 +-2.01542868956667,1.18168806409233,-0.177039823576682,-0.278745758497448,-0.548266552055774,-0.880219950153372,-1.42419830826676,0.330737266221632,0.779501735619501,0.39227071943192,-2.04150855037092,1.105533756719,-1.44129579349441,0.0348896392745083,-1.58953515267934,1.15470031408915,1.76236036800169,-0.552070716185198,-0.0441198404384059,-0.839620424493984,1.23813669920209 +0.651567557007319,-0.527368361608178,-0.761585795171813,0.697474179907854,0.686639917987898,-1.08145672085599,-0.877475620194928,-0.108903748875099,-0.697000941859608,1.2416386304009,-0.338754274932211,0.61566632662497,1.34222787568764,0.657067457631718,-1.57046804803538,0.820068500613766,0.764965735761173,0.764961919263342,0.820170303047665,0.666753601707539,-0.216167868740054 +5.9772823241775,-1.45662801131076,-1.9943053170618,0.868040334433473,1.39205464652517,-1.1015710387891,0.231221207807871,-0.640310320969799,-0.0972273150367495,1.02081518398926,-0.602481391369174,0.8141593075052,0.431691061174111,0.798220304102447,0.194862747999991,0.949958494847263,0.744031226773737,2.11936457412811,0.554609156669786,0.851616735908585,-0.82764553927201 +-7.74672274227339,0.572967370493168,-0.63775553980267,0.598143925914546,-0.16619934870171,-1.24349993250634,-0.632244547724416,0.493381989283361,-1.84734862686312,-0.290893040020392,0.304413483850111,-0.318299019543276,0.621872362471428,-0.735514435070342,-0.0526136290369749,-0.381374756538858,-0.0105735987909498,-1.5435611596751,-1.01526788098673,-0.176080516244614,0.566125369636649 +-3.45136376572033,-1.43337770467221,-0.627540354243991,-0.60872292182378,-1.14530207505428,-1.22018169646991,0.815154763671868,-0.0017029776050194,-0.995534122059484,0.739227383197221,1.21716413643376,1.84698874911576,-0.275002102046563,-0.181615320833843,-0.252096404152458,0.638217646058809,-1.94389665221953,-1.59050756747321,-1.01392965720957,1.6010706635858,0.371514222184945 +-6.90784083247565,-1.0551850185265,-0.425162391462882,-1.22900160139145,-1.79965292433822,-0.317130037908884,0.20478980208336,-2.17455858344934,0.693832007562253,-0.651600871094348,-0.1014276795941,0.387950000837431,0.143388165253482,-1.19358686325913,1.08089468887732,0.088622551290204,-0.148669606897783,0.416983846681997,-0.390599291423206,0.407422083796435,-2.02862315171332 +-0.680746038515458,-0.733111877421952,0.766073558386913,-1.37659489421169,0.842673213643989,0.491485119318144,1.00378428562438,-1.17976182897301,0.514707516780692,0.423373408273508,-0.551899084077946,0.99565198550263,0.131964305278737,-0.155890972868362,1.13012101005213,-0.947907709757354,1.95603262304073,-2.07008864761794,-1.77591340206586,0.225959029064096,-0.124542481880817 +5.75566186685007,0.210907264251298,0.227675375863959,-0.143468764186729,2.66363244088169,0.849354939102439,-0.437849587084189,-0.832703504114812,1.17577811410224,-0.669228808063001,-0.520127238725724,0.361172437479107,-0.140430104253385,0.472728475048942,0.449534628537653,0.273423231461331,-1.08555607755562,0.719068544170648,1.54952894540357,1.13263655477015,-0.839119710218431 +-7.7043697741964,-0.99892072706101,0.262124109533148,-1.62601807093098,1.03315811106709,0.560688817185065,1.00429486093686,-0.111953105222985,-0.614318802912843,-0.883179120316851,-0.896489363214028,-1.08069064511488,-1.07203051909813,0.298490595171487,-0.487207165108066,-0.0243316930469314,1.85736115801962,-2.84807241939188,-0.776729174389367,-0.635501070486864,-0.79690790692899 +2.99400779571799,1.07785032320562,-0.0387066679127234,0.88196100902727,0.766378914280447,0.085757471842923,-0.46985682887032,0.100123116829818,0.675570289301083,-0.587854196020736,0.908325108177239,-1.34347797034673,0.790648954782399,-0.303042096718022,-0.265725868460094,-0.0911452777844044,-0.33693345372623,1.25375115045068,-0.584544555856199,-0.57689576618941,0.15779240984808 +-0.028403357073338,-1.19897438250787,0.390709389505376,1.2837574616816,0.864798442139227,-0.586660273109925,1.60623219538417,-0.477221006204303,1.4962670418203,1.78900469873553,-1.38180677176203,1.38028381013411,0.386193648412208,-0.875856064105596,-2.39839095767627,-0.396042840483194,1.24711948879822,-0.786975707427242,-1.0896478840063,-2.29884770302058,-0.0145416778786104 +1.25576435492324,0.216637035184711,0.709368620657006,-1.23095717376771,-0.175156773990592,1.30244548447193,0.338838560238674,-0.148525541410312,1.88363019284966,1.35226985603447,-0.953173284008399,-0.205090043931076,0.273268662472474,-0.0449642436815943,-1.28019351989026,-1.14982042568338,0.0862003630140033,0.632024565223523,-0.530778093140615,-0.652937239395049,-0.14029042334727 +-9.717709899664,0.143087029788927,1.99493577338697,-2.10359915796719,-0.213316822395332,-2.42746275802892,0.670776494513637,1.29660986594779,-1.26491039610449,-1.16104047137714,-0.356430908185531,0.999068101387037,-0.0728117882086386,-0.997170324838601,-1.25040040048595,-0.536197334013974,-1.22862275186304,-0.167346540973431,-0.686528316673809,-0.902475925220901,-0.711421437805399 +0.383815267191366,-1.06575009105298,0.315668232665549,-2.5612547495177,-0.12352456841504,-0.691774325972637,1.83056710196527,0.872376291440925,-1.38036162444046,0.527787475404297,0.904821774624423,1.29021716274287,-1.83575958173223,0.705073081474859,-0.497868753582946,0.258586170689988,-0.361446783956503,0.741672954513221,0.642416072583401,-0.0350536781350151,-0.553777293049492 +3.07560631550076,-0.428623410701779,0.254998265775951,-0.0197461249864892,-0.763340317529604,0.339305732191351,0.332848659637374,-0.888087542379082,1.52455457947234,0.624349059819597,2.15650594065481,-1.87450021654605,0.0677188332254923,-0.27265274856645,-1.9189261486204,0.841232546267902,-1.08464676471339,0.407718303325238,0.565723973506672,1.60467279505226,0.756158191078212 +2.79927804777901,-0.656179476771346,-0.0748676464165192,-0.0368138705977268,-0.546404920435653,0.197239340718454,2.89027147261108,0.373823206389374,-0.908122602393481,1.46610032206315,-0.678205741371135,-1.9073147731159,1.38913442201905,-0.342864512575402,0.815242434346177,-0.489931282300128,-0.980472596883558,1.41100950456807,0.754281648417481,0.019179779872418,1.63465443618981 +-4.82344304219118,0.959394326857613,-1.4050744319456,0.628912345236573,0.366480963583537,-0.00536105087158567,0.122244073723765,-0.55658967436049,0.234766722505027,-1.80807524842523,1.11817882468578,-0.404638564829817,-2.44319694639812,1.80110138177485,-0.871123253885324,-0.298798136384286,0.137367559115476,-0.248276786564557,-0.747958997705393,-0.0081828857290242,0.0905051073811614 +1.96506902234507,1.55605263610222,0.23226824559182,-0.0682235284711251,-1.14262153767098,0.780392399095955,0.078811623004106,-0.625377664809579,-0.127376470098162,0.383805162528009,-0.110817983098842,-0.470920615074271,-1.0139696509361,1.38505973722611,-2.37163386306719,-0.0844873508727361,1.15575763171956,0.463482397082548,0.940318104820552,-0.579105755840863,0.814679444438604 +-1.50954784182506,-1.04079643378825,-0.968199186475419,-0.892051640315257,-0.341841504986872,0.693197495940198,-0.862695828130325,0.130364859494444,0.706131205489084,-0.966775289606532,0.0128358408769525,0.752224163092853,-0.452964086097122,-2.0954847656257,0.0976660618176686,2.38875591397932,-0.569671851964559,0.162216964769314,0.820076647292182,0.760734039092067,0.430024162618484 +3.21714335899046,0.930572408540247,1.05452392854707,-1.28884892316019,0.409434263971299,-0.62842292711644,-0.568893799092062,-0.120974476822286,0.782360643498276,1.41915399774514,1.27786856022441,-1.29260559805967,0.458363892913218,0.884530468897062,-0.543548689099054,0.737793845856961,0.589515480029324,0.74812973947965,-0.942495875652366,0.407800929274851,-1.70399329826554 +-5.46368423290716,-0.0754459310121911,-1.10432314673198,-0.0391726480053596,-1.14939985244412,0.254706985738299,-1.88080173438853,-1.70036913583194,-0.117096033279587,-0.962669884066051,0.722993074694414,0.116471371914039,0.833241744512179,-0.574132230585127,-1.13399310762603,0.167847601388122,0.280364898022187,-1.18105558782066,0.964191006291472,0.776054343601174,-0.0602116491548202 +-7.78412884648147,-1.96719534905096,-0.975982807456805,0.480388047573832,0.0949545211777029,1.41071499037725,0.00600210285959394,0.0118847123144857,0.180183192640755,0.699118931168452,-0.965713218223846,-0.777693328890817,0.0797973476839856,0.936755742198824,-0.726011807370383,0.0492168820912629,-0.389519170656229,-1.0542836038226,-2.19656657674488,-3.45399036938982,0.992960578573518 +2.42043167504998,-0.755903642645193,0.86139250142642,0.3270802364632,0.894154164324788,1.11092060142308,-0.207387333887094,0.223322927751265,-1.24391972155261,2.11865919232118,0.326554901986016,0.866386380579779,-1.33323327639323,-0.0529263404600116,-0.242989230455103,-1.62738995025085,-0.148034048110834,0.432462225688068,0.556549198860444,-0.678336605335628,-1.43614322299411 +5.30794874466405,0.461149160506762,0.902551177651002,2.33511852211049,-0.82570355195833,-0.601774634113841,1.16668848283898,-0.407287892509781,-0.340303101419464,0.502850333342183,0.360930058342508,0.252071915064049,0.524882608054712,-0.727905218439999,-0.851542832774611,-1.82826117440085,1.15843833066694,0.405435708840036,-0.448173000704141,1.22076986653027,0.77591118843574 +2.05563573368182,0.145106631047872,1.50496032212495,2.22893561509101,2.22920037948299,-0.664947953631092,1.50289505483005,-1.3735379225937,0.48974854973247,-0.910973190501785,0.913163269801492,-0.334886770136193,0.633848415797694,0.475362847438199,0.0849583215281804,-0.663823034055969,-0.714340619736577,-0.497119054092313,-2.06901251780158,-0.0961990875034185,-0.541375100277962 +-5.6657781699699,-2.44231132108142,1.78780373264705,-0.13346392846412,-0.121416583600973,-0.378221240550101,-0.189791479533178,-0.565477055941244,0.442112666762836,0.429062416677901,-1.16472895719012,0.74954285830618,-0.613597370671198,0.082601921002638,0.237016614985365,0.549653612991265,-1.4405930149982,-1.43885085703744,-1.18180165918467,0.340045657812583,-0.487038394919119 +1.32405602685666,0.580318685451573,0.242243985464574,-0.995642454825648,0.713001057385323,-0.339591191200554,-1.01996762920854,-1.98593607544519,-0.338418768081281,0.653570919884091,0.192811552206883,1.49727483344746,1.66199300234719,-0.497793595655528,0.675556254887585,-0.839471854577952,0.895199960093062,-0.592138561939216,0.849732695665154,-0.0286609630795233,0.34403077198097 +3.3594759094393,0.655051998486745,0.429439499410649,-0.34130793476319,-0.0429910361505617,0.0216057660891635,-0.376753056705581,-0.643300747336056,0.693021036548558,1.58963200202734,-0.0641076263976871,1.03382907930825,-0.0353715346761348,0.420679754118833,-0.757211556298405,1.72874926768858,-1.14523596517476,0.610242855442984,-0.0513095368141235,0.360029588577081,-0.352120192982435 +5.21451711361697,-0.304508837259419,0.591102478171717,0.713867274039287,0.56545754421837,0.634463862460817,0.964436088251459,0.94208798380934,1.63850003962994,-0.519870829172062,-1.58476754997459,0.862952478172403,1.00913664761303,-0.169093359771127,-2.17559656601656,0.970636532880658,0.110587371337322,0.505139865206197,-0.600092295740306,-0.137669651962169,0.295236070234928 +-4.20473841266923,-0.707568232617297,-0.332283006906714,1.88610709773617,-2.51355620484734,0.81410528455953,-0.213057363174271,-0.938094189401666,-0.372466874196435,2.44293288037857,-0.12008069809271,-1.10970003111229,0.705770552719802,-0.734997108865523,-1.16081029305276,0.683723287735107,-1.67591247416318,-0.992863778802784,-0.025970426358159,-0.10391800773944,0.516134607170958 +2.12264971848295,1.97157201447823,-0.75639689073908,-0.42897054410436,0.0912988142544173,-1.66804169448562,0.205029339721238,0.693901293258821,0.433185273811573,-0.840750632841849,-1.08933332202602,1.17231652343882,0.408298781381365,-2.19753642267254,1.35613723155106,0.164686979684883,0.0825593537849878,0.31215125825476,1.654740768482,0.668571982548847,-0.359920522557713 +1.2350291725225,-0.0899986806477491,0.027011968036066,0.571172122976314,0.382917145550593,-0.0771005067550825,-1.49873757130307,1.00443396546223,0.851749384274536,0.891901416244529,1.00378184890641,-0.603737684066882,-1.47977363331974,-0.36176289709959,0.283601566223708,0.566730368403703,1.17988226731784,-0.0939560019653783,-1.19276782362239,0.144826733533038,1.48225782799925 +-1.8002490078899,-0.0140172519319242,-0.211978701829671,-1.18328342736586,-0.155769359026105,1.02324217504597,0.398718639948609,-1.05999997545812,2.53356351251513,-0.39725294226621,-0.536335981346807,-0.712091201126312,0.0407152615338971,-0.0448574195306577,-0.601157430180575,-2.78726910503209,-0.829934080457881,0.169399543367856,0.324313715186713,0.671973993673168,0.633221291528051 +0.0130734876312759,-1.12345693711015,-0.807426834757963,1.30436064564999,0.102029539219952,-0.61368336372382,0.714681527775781,-0.834054416772213,0.937227115109671,2.06237195215405,1.71001581655953,-1.01247511829481,-0.837581001748394,-0.163949397454547,0.728254454825532,0.233535180792583,1.24232236487856,-0.357575236684428,-0.959832680034216,-0.905103312402879,-0.687431711841261 +6.71612579332226,-1.34413012337621,1.32708946559819,-0.771369003769969,0.214813212063851,0.0331849374479642,0.788888438492128,1.01022904907721,-0.46128769625838,0.135246842287741,-0.22702147482208,0.281471196627237,2.2169105708682,1.26995445000924,-0.863707157962616,1.7605292764931,0.504629379886723,0.297709153223685,0.29971187920464,-1.35728902060384,1.19503300083944 +-4.57901303716028,-1.52315577106209,-1.95950845899466,-0.718323425514104,1.50148935113156,0.291507311854677,-0.607385609871132,-1.37686705000799,0.480167264431771,-1.31838442477089,-0.429997082889358,0.438305947343101,0.557244225928383,0.736658162225418,0.792314776704894,-0.48617134858417,-0.0621644124047843,-0.224564557126582,1.81100938682646,-0.57453580486757,-0.877050769315928 +-5.26569251012417,-0.421968210382174,-0.136104032349869,-0.672663142720806,-0.567393375606879,-0.870023072718604,-0.231740020494913,0.0592751172123598,0.162934625478099,-1.55607109493808,-2.19110261448848,-1.73419169133239,1.23666794891035,0.459619306479954,-0.193007043174064,-0.440093591308248,1.0994622253862,-0.592045440931718,1.73954853377992,-0.0607707716606457,0.546194567344227 +-5.38934423287992,1.36092446408098,-0.590202702650643,-1.07510157212533,0.14224115565581,1.28685410575303,-1.42080566096728,-1.61667726548427,0.127905592745964,-0.288394079119669,-0.136117841340864,0.0850555331544592,-1.21368129186335,-0.700274608306791,-1.43657169325515,1.19730264223085,0.71356698217242,0.384590728674626,0.0107500510855367,-0.864186158615275,1.41348772384815 +-5.52720527754541,1.75379484533487,-0.623653062470915,-0.987195708788157,-0.146443044501808,-0.0975784675292211,-1.05564965986464,0.547653822257918,-1.35806341051415,-2.39358815810123,-0.0252912470636166,-3.21996150901956,-0.314648483213645,0.249230370241717,-1.14291727797473,0.262087699083731,-0.124198531051026,0.428890496243731,-0.526144322600872,1.39473321662312,1.53814952509474 +-1.64404797452397,1.56836473435279,0.185429519776889,0.140859472295169,-0.0816417442655983,-0.369385130681037,0.50119857921373,-2.12894420166803,-1.73369122809131,0.601771464305682,-0.0832678582995147,0.306926179894281,0.382935016504407,1.56030168738144,0.418762087614445,0.356033867529379,0.444432482046649,-2.75323666668491,-0.117707149459002,-0.313102964157005,-0.283531389976223 +-1.29014761572269,1.29675556994775,-0.918425195089281,-0.762993297020979,-0.362450253417325,0.932501392092586,0.0335497549961958,0.219569202707994,-0.86827578683434,1.10456240786476,-1.25932230658732,-0.187771456176584,0.585393315254583,-1.41487101429573,1.53048794059336,-0.181125781477516,-1.24637550385194,-0.0231972677192611,1.11471529981054,-0.376217202016102,0.543109720199187 +0.822638352155037,-0.237596251443612,1.4513576093454,-0.662172789583093,-0.582658342764141,0.0153823436977457,-0.103192401393322,-1.40093354846135,-1.26041598759896,-0.145548940873195,0.764394825165622,-0.87640601988171,0.566940821114265,2.08892155410869,1.54555828146374,-0.570599293806724,-0.335816451678325,-0.421720160946611,0.371368011528782,0.862234597988342,0.0314568339556517 +0.833872023577266,-1.22415013568071,-1.32112770651939,1.09869133108091,1.21245797607898,1.28958234318473,1.10925488589761,-0.61592626320728,2.02811371407145,-0.435661331291972,0.601753378485075,0.714392605648585,0.347545568430122,1.19624955465945,0.0984600620110198,-0.839806461863159,-1.31399952247998,-0.256081057090447,-2.02124690418072,-1.08188858063812,-0.0608700698290131 +6.4334582007868,-0.327812680140072,1.26805101113,-0.254196420040666,0.441237912278316,1.59394197183322,0.380040568770832,0.389489844693107,-1.08220509725303,1.07320846239157,0.364591546224517,-0.511009509942367,0.404630643102208,0.478307575968038,-0.262919488027395,-1.64384910216522,0.114808475417508,2.25357312973786,2.31232601827726,0.19683519409988,0.0971053950299654 +3.86412613503596,-2.41245027627225,0.767055438920887,1.00857009051477,0.311702013024487,0.521131618346611,0.390963973762668,1.58638501267359,0.0644894022148443,0.456556940777843,-0.720949941976885,-0.907966589844968,-1.05180280927254,-0.223023582443128,0.503819215877237,0.834690979663141,1.11834692529986,-1.73311402519846,1.32096872103896,-0.175556107578537,0.665800022096306 +0.121879992952631,-0.31379287344339,1.9148791176785,0.0720744912371356,0.140629059405174,0.484630785325152,0.475719932913414,-2.05856956811572,0.850680597150403,-0.884131810230549,-0.65069538050118,-0.310950110362371,0.878644327958687,-0.70776137926122,1.46585875521039,0.592740545808844,1.28500632190351,0.104159258225292,-0.133708052807995,-0.706866446217501,-2.1538380871114 +3.93236927707068,1.65987870464572,1.08128986361518,-1.55378278696545,1.66735980993165,1.83037489593931,-1.4499376679901,-1.52489997961123,-0.553986270209431,0.0304289980691658,-0.0280204747072499,2.9484725112322,-0.397626104620411,0.954172010957172,1.00852494638407,-0.661070797100504,0.0142201680465611,0.383216035663581,-0.573853152672337,-1.1626960914987,0.389103889109919 +1.56417846413184,0.130953100607517,1.18944042456286,-1.7405321082627,-1.34217467007877,0.570806817225236,-0.00489899343690559,-0.696919338949375,1.61963896325745,0.910431431970561,0.439864132308181,1.25998636395179,-0.344020868711162,-0.181187623365896,-0.911404608120032,0.460403785929144,-1.85288689977351,0.447238565608068,1.07379089694211,-0.327778777361406,1.26931561365146 +1.38752302822696,1.09588868268958,1.9145973043844,0.407083462121262,-1.27753124918317,1.03202776995359,0.179427184994413,0.603436027305769,-0.673919501777787,0.347879025324552,-1.3224253728002,0.489249383750847,1.51941103011101,-1.36661589806273,0.354195956801477,1.29166378519573,-2.02168069581832,0.577632691388913,-0.287165580227585,-1.25220881857595,0.827558543464591 +-3.27962779139454,0.489340956943913,-0.541364619243498,0.845364581876376,1.31968755158812,-0.2348183200357,-0.234422191758839,-0.316917614729146,0.419769788269379,-0.304702912760273,0.642410672037977,-1.41012288617767,-0.0264905552049432,-1.29401893103107,-2.37438597266576,-0.336296560706529,-0.405208858761342,-0.239191136745674,0.0736524947717978,-0.343245455270213,1.21506364592954 +4.1531297321852,-0.778910295448653,-0.214115230639709,-1.86927134983461,-0.529781708573206,-0.420685639570351,-0.3091509389061,0.606382887670972,0.147350124385024,0.24748741768616,-1.33124162511115,0.178963648945139,0.0359776490683227,0.0260344910115213,0.131378161523641,0.846644763374907,2.38185859606114,0.611502149740135,-0.260133250164248,1.01693063005534,1.79061347283879 +-0.866069298939025,1.74355935292935,0.567519388146414,-0.866196439605879,0.330138013532372,-1.22608092050598,0.863097626923438,-1.32501050630169,-0.204192948544169,0.798028056139864,-0.736127332900119,1.1409861615994,-1.24277697575321,1.21935594728275,-0.60577607593826,0.977355691743066,1.13540743092842,-0.453487905579738,-1.43659842472143,-1.17225458542104,0.0295442797349923 +3.09776340313882,-0.0783872853310662,0.448029690705025,0.117462781767086,0.704619820743277,-0.45946407631607,0.406455441001315,-1.18846926485738,-1.01254195136015,-0.416739939037021,-0.590000185993655,-0.16362799186296,-0.0558097884475263,0.0386030320457893,0.0677974471120469,1.10315598906119,0.256658483671973,2.08356743957434,0.828304545791961,1.01172820821391,-0.427550400502076 +7.75744046528453,-0.975553792522548,1.58733760064956,0.130248671189442,-0.334965498231623,0.52708873505137,-0.0406238703855965,1.30032228981314,1.49051159789422,-0.793183280942115,-0.0887871928127067,-0.801307607065625,-0.0120912309042652,2.42473995814832,0.161304658597018,0.0464794752372135,0.520977785942872,1.7778750974668,0.766946884065769,-0.0281306035793061,1.68979768223004 +-3.16829239130118,0.0706598247385691,-0.681540997028226,0.457292350054945,0.293556742326135,0.597897710934588,-0.0481691378607128,-1.45068178729328,-1.21895927633915,-1.99783211222141,-0.688875296702558,-0.155208366379945,-1.42200859337442,-1.05160768616676,1.35662798206263,0.330297604256615,1.3659713698202,1.56306192888888,0.907167655229019,-0.480773449228059,-0.419288627772014 +3.24136554246479,-1.5185995288232,-1.07877667813488,0.702420297632927,-0.219302940589398,-0.488016917245417,2.60913887405997,-0.657419064066864,0.0236189647748625,1.51176140238011,1.80610913644724,-0.976310287802604,-0.389604909091545,0.27136542271766,-0.356251342270121,-0.328070421628588,0.0992568979264376,1.35828303321481,0.155359327123011,0.870904739081484,-0.689427808671977 +8.60305546998488,0.863779032791318,1.42178095817987,0.288610956876329,0.298138330243284,-0.357791737219468,1.3530292002356,0.847632698698913,0.26640159489351,1.52602324691732,1.2089680260275,-0.196415917909416,-0.24126860700785,0.994701807673057,0.125831721108142,-0.903077455382033,0.385854875069375,-0.768941104301271,-1.23480904575475,1.12889294252953,1.80797410486263 +1.95261216562896,0.501568385364368,0.111792235123168,0.892588434280479,1.34654088789282,-0.451391331578331,0.152286191977615,0.341749626791376,-0.0685714379524808,-0.205368933908975,-0.653679115170715,-0.23789977505021,-2.03410595846958,0.427989787617761,0.82950972369533,-0.433368385257406,0.295577140058961,0.137777325734059,0.588092307840768,0.00969020213121448,0.469459346259651 +-3.76718158831291,-0.354781329646987,0.45232075953986,-0.469293874016519,-0.561221200707346,1.02999568351696,-0.551160360375977,-0.0557970086902429,1.03470922282266,-0.597481730592709,-2.50650243123996,-0.156665547085934,0.35250950086508,1.07974726612686,-1.96926392354912,0.681210604133444,-0.750253469317636,-0.375477006189665,0.897126826588039,-0.957473467481179,-1.07409777929914 +0.327941394420923,-0.48842888759119,0.88226511556746,2.02711188145472,-1.37732397229145,-0.893396069913317,-1.02371443284387,0.956517079304593,0.311274322565552,0.518316030018426,-0.893156654590707,-1.04293154294219,0.537766376450323,-0.213409496935178,-0.339365218838379,-0.983356471634136,-0.0879018908883329,0.739969350032854,1.37577241616861,0.36887593161768,-1.46853700057805 +-8.67907475348479,0.936293947292698,-0.546460016800459,0.198183919841996,0.961957497036636,-1.88322707545193,-0.306691456137828,0.546670270925656,0.143772695471904,0.306514584337321,-0.127549675189665,-2.18000072368987,-1.98230450997142,1.24930732491479,0.746931691158831,-0.549920677976255,-0.803679485037117,-0.828625431382006,-1.69599602186655,-1.85752854637288,-1.15492137141014 +7.7763177457581,-1.06240838642214,0.434750363001217,1.17771152714468,0.615104383645517,-0.199193925394245,-0.515817218914327,1.33457346666926,-0.418557505658771,-0.739928111243779,0.0569490269631181,1.20613013074308,0.0716458438187531,-0.675533985629983,0.280715799692414,1.48595237917517,0.290709422165129,1.23685402419637,0.62874045533729,0.792233177332412,-0.329775666313445 +-6.68246936901485,-0.983820871704388,-0.913803007260002,-0.476166820832782,-1.97397901584055,-1.76234480252594,-0.47217860876911,-0.888929069735813,0.976048889867793,0.496210536846873,-0.0674527812900558,0.762736948171822,1.8338754749943,-0.0297486924559203,-0.471019146818155,-1.08897235929097,0.0977983820824977,-0.191525871578389,-1.21487098846173,-1.46734580184736,1.06217148520884 +-2.61140301410863,0.424247877020078,0.0192534040756925,-0.105872538732298,-1.62908156436892,0.193954872534511,0.0191662044196821,0.851701312814062,-0.951446393778217,0.97105180690801,0.247074867596037,0.697793003418339,-1.39969663095653,0.645905930227642,0.634232028483309,-1.97931068715905,0.0147464761754259,-0.293129094777954,0.30189114510896,0.0809916285668836,-1.72894874309126 +11.6921330319754,-0.451313480552634,0.630685069498483,0.745766594489361,2.15331558158394,-0.46973993760136,2.80193884297078,0.204639394578444,1.05082739207945,0.857021216272727,-0.225838222545512,-1.12180218397993,0.850101350033977,1.62001996396637,1.25949405820435,0.469986290090796,0.436331782810179,-0.539199953075756,-0.916545768036576,0.808244246808631,0.173561777670887 +6.36146712722145,0.925084796723901,-0.520616296704242,-0.915875424547018,-0.117477549971997,-0.632557130480273,0.399279997047513,2.04977320016404,1.2752981341711,-0.315680861523973,-0.355549418463241,-0.653783441293695,-0.781888700463465,1.08096075755393,0.175118481264149,-0.371401876764409,0.976144628254814,1.1217067678964,0.355109132751717,1.48741938174386,1.10655407461481 +-9.35134284116126,-0.198620809812313,-0.178219210346847,-0.0886017196285052,-0.433388212586066,-1.72588550898671,-1.12697560216122,-1.23401007592897,-1.03918196159608,-0.34259740510439,-0.35912844879363,-0.637698344136032,1.06787342161588,-0.0876835182109216,-0.843593024208497,0.467462275167115,-1.94396080878653,-1.05793138764931,0.160005317482922,1.77634511305831,-0.890294521476695 +-2.95764100864565,1.1948510169004,1.49479606320448,-0.379086796852168,0.133359534766243,-2.046737475693,-1.05469832819332,-0.998382833466187,-0.144574747303243,-0.515517285367364,0.499761789741418,-1.77732698651137,-0.145679787543982,0.194017237303368,1.18861942184297,1.0236878637434,-0.553644599040335,0.543448954037355,1.39901979285945,-2.82905354485186,0.702813533480878 +-3.51863675562299,0.495544705180151,-0.454711032225039,-0.217967738915417,-1.19593895878862,0.664635146844814,0.840326995034236,-0.607738472039205,0.0298662042255271,-0.736344327871634,-1.69433853496007,2.33715236192196,0.0144360660149078,-0.260166728999324,-0.77454672554942,-0.222946147478465,-0.348967051958175,-1.70747051209622,1.66699602835085,-0.313343220344243,-1.23239909463893 +-2.76979750785878,-2.24515257409297,0.193339472568566,-0.0348135319683161,-0.769050465804043,-1.46687665973945,-0.24801953217526,0.430587693970681,1.64819186086605,-1.21820614311549,0.929977624576896,-0.412102683163145,0.767873961340618,0.783093831469697,0.476350401304007,-0.00509544158686005,-0.528372846672166,-1.11650294189803,0.188888028094956,-0.617700956221893,0.0885184984072184 +-4.62260204027492,-1.33537136041822,-0.327338885901635,-1.34322241886862,0.667055166043289,-0.396933969513488,-0.330683903943673,-1.48954779539918,0.980160955155537,1.18411784607481,-1.34923306727677,0.488169857655443,0.458959451367322,-0.997347770154925,-0.597891858584207,0.959055235010329,1.06988838044587,-1.38896526926951,0.0799848354536151,1.02765798831176,-0.0683799166760296 +-4.27813138134148,1.28277520617769,-1.32381482780541,-2.21270095933686,0.501777773253682,-0.792452133949246,-0.336712791887936,-0.114048777302622,1.08964297499216,0.63633925991686,-0.0818798476930516,0.357648134975197,-2.15904344659822,-0.506426229635346,0.708965502475103,-0.100508873531459,-0.806656231400562,0.0498938028529227,0.163419735680122,-0.223222727052479,-1.00273245057977 +-2.11821300068266,0.690795904173712,0.366251637803032,0.232028728476564,-0.411084940196898,-0.0976856149910243,-1.4929644877326,1.15322995827119,-1.2002078151203,-1.13438786273182,1.01840919458596,-0.210646050575549,-1.25173508785909,-2.15860154300439,1.71976323634737,0.188044164396412,0.919767903675726,-1.8517342248592,-0.00958311976743608,-0.0716533996194391,0.305780171327081 +-12.8456999923457,-0.967062667858309,-1.64527055685324,-0.068623882015782,-0.348184449747378,1.88292014203675,-1.35674561363719,0.689487371292442,1.35041235913985,-1.93323475844507,-1.88649114994891,-1.0313746108907,-0.922994281930669,-1.749178007075,-0.225605330936331,-0.0533052006331033,-1.22115341399201,-0.530182633666896,-0.945902592025796,-0.869703364710106,-0.5542776378467 +9.17615614011656,-1.34579368502011,0.118458537204539,-0.402511827461271,-1.44235319095999,0.861071362224092,-0.15502020855696,0.0117109045184971,0.458362568961874,1.43370472116105,1.65073154854856,2.65635386867798,0.950702824916689,0.906810811013839,0.383827204303172,0.412195704708239,0.435424253709097,1.37705130091221,-0.783692897333498,0.245410300735539,1.52569677170761 +-0.188772864511916,1.03366538931573,0.334439187257974,0.0445951891853959,-1.31532228907406,-0.424941916804947,-1.84417504496021,-2.05600352914316,1.18164720047117,-1.13671569319262,0.364999297710039,1.19801050100377,-1.47207116123298,1.99170815591971,-0.432730778489885,0.662023959839215,-0.735592010577709,-0.728351030771417,0.603970663500087,0.341503160412493,1.24492995529716 +-3.18509902775941,-0.811776459663054,-1.12851767869048,-0.890411705572499,-1.5670083322501,-0.412130400374932,1.70233138216837,1.45457483616852,1.02849772125682,0.394273426005921,-0.715270026090901,0.443407318301155,0.148816220546284,-0.576230508529957,-0.785252515474638,-1.15133155810173,0.372613709339227,-1.32794528004568,-0.496136656621816,0.280740565781103,0.753592096580618 +-1.87807371520495,1.80172547861817,0.31844671228102,-0.505429019710237,-0.0379839502518362,0.603479658644093,-0.3624425769384,-0.756115074937568,-0.469083247086219,-0.297066469783411,0.0878459411923307,-0.0701854188181173,0.741298119406734,1.40258569765388,0.987176179231442,-2.25639644343027,0.239338158664669,-1.00105880104505,-0.949058309374212,-0.834850903054621,0.123359281807579 +3.90879170302258,1.77154196037941,-0.714159092973781,1.7056704951844,0.986729413576671,0.969537832394692,-0.483145796732332,-0.432633840999916,0.477167782197213,-0.436115048572595,0.10976738117567,-1.56233316967737,0.582517091366697,1.0011254354711,-0.641849897022908,1.14188305387206,0.889942740151123,-0.072409116472235,-0.448149780296156,-2.29641498489631,-0.0476517594509293 +-4.34628981605245,-1.45469136980239,0.869093787128784,-1.00498390375221,0.0887682279767419,1.26319440031969,0.891453434533347,-1.0776305095603,1.14234830183331,-0.122259771572404,-0.446792644586781,-1.71495538043043,0.205792036854045,-0.207368223088594,-1.08039815954165,-1.17213135184375,0.219763450753581,0.952745120539204,-0.0508147942146745,-0.582090703644199,-0.671691066416408 +-5.05609403508267,-0.845654312575637,0.357445024426561,-0.881265092128391,0.649402985156024,0.0933807613456561,0.633750716982254,-1.82633626078877,0.649735007967945,-1.20282693601787,-1.78746054420454,0.175612082117834,1.64367497609668,-0.789155674959715,-0.613288858247236,-0.0733428950424801,-0.711568966439914,-0.130943900568746,-0.260553755556198,0.837054319122364,0.273659035369317 +-1.98141292199058,-1.25047965932418,1.03409169045593,0.586352304874408,1.0041531803159,-0.328338910990891,1.0311162393575,-0.395749209579305,0.832424286230674,1.93028729384393,0.20205370043834,-1.64038912172846,-0.479613411249901,-0.394784288934619,0.330557263264067,-1.5388514442314,0.0646770269638193,-0.703470787446143,-0.541233886171859,-1.20668317042644,-0.920215121716967 +5.99047738724634,0.667288067904176,-0.428674121955528,-0.228609680405612,-1.36327648813736,0.640087567834773,2.07040146628089,-0.660541304058448,0.240474636303565,-0.148659337903205,-0.0698579914684444,0.626716008217077,0.0844132135432529,0.0389983932266779,0.789222106520905,-0.267986337430045,0.637148804038512,-0.205460144383084,2.31960571443547,2.02861125805363,-0.299394142860766 +-11.471122946961,-1.29076968763763,0.886737905740746,-0.723032036068477,0.378462201891169,-1.56763890513998,1.08221020790429,-0.335279644490507,-1.22327030935613,-0.43262855445505,0.752565884157172,-1.33632793094925,-0.809904307519499,-0.794417545573619,-0.40857807447844,-0.412764809624092,-2.16178402100185,-0.492443479306773,1.18022204734768,-0.175388963699333,-1.50099240004533 +-0.0926410234474704,-2.03500353846891,-0.039104497670913,1.54861692744869,1.08570873003182,-0.733373877388928,0.00788291297526465,-0.0681453826186127,-0.865614397112777,0.551982163520642,0.708660176574553,-0.039013834484886,-0.472775516315325,-0.621918462308915,0.958371154765135,-0.702352753331256,1.34363380220934,-1.11264060026937,-0.234985561334606,-0.161834271585026,-0.444077894652984 +4.71352321699616,2.02134699449252,2.21343825488099,1.22170047267383,1.90416496596312,0.464676505351671,0.742499703880994,-0.320760895495085,2.83481127111743,-0.90878525400527,-0.422975203638097,1.11203537682268,-0.271737206137429,-0.929138202207952,-0.528952088289047,-1.47772021241624,0.0108157102531137,-0.180819489955097,-1.21151566438512,0.457740014806572,-1.54750338402211 +4.89084675380332,1.00597348761217,-0.231665810253412,-0.389558675591307,1.74849807380343,-0.524174309807538,1.50240079531755,1.24561086231459,0.36413675213877,-0.57776505261841,-1.14067936178294,-1.83988485570537,0.884864538522391,0.285751783210111,1.22131359604679,0.93663318664916,-0.0214407166097822,1.93698213064862,-0.554547058473682,-0.409269512667894,0.00143512476676615 +2.47862227316767,0.817123601225002,-0.984326446957185,1.47200784403425,-0.363644867803162,0.543323390410474,-1.69401234882596,-0.325781983927844,1.27608356749865,0.834868062419581,-0.547164855081325,-1.2253113352931,1.53679287455619,-0.380735800974662,-2.47923064948559,1.40976794385693,-0.812770440859492,2.1071237144338,1.84305055192202,-0.229614873197219,-1.17693799183801 +-1.27937795860872,-0.663988283577244,1.42260893030128,0.466068446698971,-0.55721222419907,-0.665844983190264,0.391039211474351,-1.0948843019413,0.871499435325691,-1.43909930346157,0.533299421803882,0.385466080520361,-0.0709487833751806,-0.0649018657403961,-1.542156572643,-0.478180457933977,-0.406118781617959,-0.804398907310505,0.919868663939374,-1.64321445032559,2.67209512514923 +-2.56420672783003,-0.0112812312503971,-0.258114873465745,0.0688640952370727,-0.639867880235286,-0.819215193504057,-0.975183736594022,-0.0299693546660921,0.406482390598864,0.898327658166387,-0.417901845278907,0.188802086384443,-1.09793066814627,-0.529608972709832,0.628141512164656,-1.97855640307843,1.93947790884232,0.68048439245976,-0.867688314451236,-0.0906744983838268,-0.686157457507757 +3.62379461159606,0.619677256209794,0.440840840286915,-0.63075507629929,0.920648460498336,1.03966572020062,-0.93442715489599,-2.92707471854024,1.92102882335203,-1.27701107562981,-0.165321428470193,1.43750032686226,0.71673127144894,-0.945173032841758,1.74326518014246,-0.673646846934859,0.645127576548889,0.349558086157776,0.828552162700773,0.9883141367573,-0.97033911156757 +-6.65240598334857,-1.2812387419642,0.254285222927145,-0.314682886169193,-0.875668767210956,-1.27665102684003,-0.441448225095081,-1.33619447126238,1.2293616335092,0.266702022756754,-0.955901887500978,-0.565782075185964,-0.284429003868551,-1.77168209301908,0.682352760633452,0.643947376407377,-0.902230020090658,-0.825176905773047,0.333168620904242,-0.865645386592981,1.28993095499541 +0.458475666015346,-0.124261326376048,-0.0256243275722067,-0.125675559676635,3.06491372951977,-1.12015024442532,-0.613304477487561,-0.645714987985478,-0.651378182389672,-0.490461247948287,-1.13550879881208,0.824859012534064,-0.572469747545271,0.279948952035308,-0.423087276024983,0.828256209249847,0.435645084192868,-0.280514296598933,0.48985837476651,-0.11159274875259,1.77355182790128 +6.90334450335363,0.175741654501771,-0.432703499808676,0.932249662369216,0.717411144900472,0.152438736820302,1.31076225229991,-0.00587526975025475,0.967651424680259,-0.24160612926749,0.558691757505413,0.25069830052246,0.129474733897556,0.101106601883839,1.40339096038402,-1.05730762475327,0.563384477705033,0.83977804251487,0.167650889217221,0.575759288709006,-0.0563198450647908 +1.84918613031979,1.69277379447271,0.52600027631277,0.242430953311755,0.404464775697942,1.46460327275586,0.0453260164403864,1.16377646882495,-1.35458294534144,-0.515231794149498,1.18067327788303,-0.846945649166828,0.754257941595696,-0.76513780196542,-0.61390439697054,-1.64091212786766,1.36986382679261,-1.13916237863243,-0.808627810489661,-1.05292546089216,1.02780015944592 +6.70435444232596,0.642132717206933,0.599289803913021,0.0727198562844239,0.178560200605952,-2.14894354731757,1.34553119372189,0.658378075946147,0.157956758619192,0.845518349044299,-0.304519899309771,0.0814468722994449,-0.384999620999204,-1.924976115693,1.36596858065475,1.20216268476909,1.95160656173786,0.581395218294413,0.119151133510463,1.34568625492226,-0.522922581860626 +-0.680967043302329,1.28223303234921,-0.096717301058011,-1.96621799912301,2.30196297149163,-1.22040062357773,-1.60174981940618,-0.0135165576703336,0.528592831390708,0.528025754911862,-0.21719178328579,-1.27067299835616,1.54050367545353,2.37677061747221,1.68501997765477,-1.6231247732591,0.175573028895003,0.54854086206869,-1.64779242236349,-0.624040391233144,-0.510881697846946 +3.61418317666215,0.140546973547383,1.84559013441683,0.0510362394887364,0.0817793508146005,-1.26502263478313,1.41260433404214,0.517203474977264,-1.04710473727729,0.281524821894242,-0.323996259936963,-0.134709435920813,1.34897953843009,-0.98867858546942,0.773313681600081,-0.153485459107624,0.179158373981767,0.376942336495686,0.296353511093794,0.589956269007938,0.78523630880071 +-0.189789518611823,-1.11250268318057,-0.0247552364333104,-0.868264820779651,0.907153246100526,-0.293232271172812,0.462098947250747,0.626229720517565,-0.991416617164821,-0.752173055114461,0.24837258293995,-2.18355593450396,0.896623468766334,0.367284174071651,1.79494760928518,0.0422440031411182,-0.591877117127689,0.089097861684342,1.12861310137691,-0.157223044799686,-0.210222194246489 +-5.94618355648134,-0.339676971961898,0.619210712050782,-0.606568928556716,-1.1924145229178,-0.448079556502768,-1.24604797977748,-0.416071556302263,1.12476669960108,0.268142124871401,-0.567623441629963,-0.31823012324945,0.132985578873343,0.761452886559931,-0.312902862998312,0.884360924119149,-1.84633029549192,-1.33151369850252,-1.05172358845624,-0.204406601333524,-0.229542728594638 +1.04801904158058,-1.66476463926247,-0.244184078681959,0.350375760633149,1.84239117460875,1.78972521131496,0.418329475178345,0.100581731027664,1.19384775266547,0.473882645664065,-0.638366917916948,0.224018172734863,0.502958135634081,0.42124684736722,-0.762869336072675,-1.18291842872486,0.733520255423653,-1.00297879880226,0.631471362753008,-1.10682545750059,-0.571607722703932 +5.73369083232279,0.928851761720271,-0.562201593185268,-0.228216647700098,0.77636134813473,-0.827985906515698,1.46606668125119,-0.294473677402947,1.0764139762673,-1.23498430186616,-0.463444491717033,0.0736386905315061,2.1915178544014,-0.057562885916707,1.29483778237357,-0.536515300121801,0.720658422884833,0.714699290597285,0.149856575573286,0.514769573391781,-0.22103075704542 +7.14011439680228,1.41682683471578,0.184913628295053,0.397819427546517,-0.351277889270701,2.43931507568138,2.19577483447758,0.426571830290072,1.02113515000997,0.263493995602115,-0.286061086043334,0.265312998578605,0.0766844464314015,0.336562401725448,0.0461002415212192,0.888495966299139,-0.824694410755436,0.70399076714616,-0.323297383808216,-0.838295935308137,-1.27731816463946 +-2.54937815616049,-0.0627207776270142,-0.430746730026344,0.45812541121435,-0.498288458802014,0.521337237002965,-1.04642083164276,0.578086104612786,-1.54818565228043,0.168130131312605,1.0721033003857,-0.381592684014323,-1.12978600199649,0.71387895505076,0.433189461722577,-1.08469113080654,-0.468932260463151,-0.916889871890562,0.696327917531065,-0.490105290284811,0.900481079990405 +5.75692091732609,-0.980902336097871,1.47872075496406,0.0996129497645784,1.27878105931081,-1.08126307549342,-1.37612263621803,0.917656774121677,0.842774246549828,0.70790926397783,1.33094851329199,0.487500882920831,0.575946042120481,0.672503987938257,1.11079800678506,0.56694293944265,-0.65988192113635,-1.01836379874451,-0.832091411094402,0.595514172327699,-0.209886130610592 +10.6475190093816,1.08715025123701,1.85765082665891,1.16678391778399,-1.38441981752155,-0.694468534033047,1.22356518853843,1.90051899824785,2.1869548821535,0.235160328220811,-0.241625726110018,0.651183966619562,-0.676161381103214,-0.173477185937909,0.895742972409364,0.780966882181856,0.887829948655294,0.32080406323742,-1.24041611448244,0.628497037652952,0.123059546384154 +-8.2098937496275,0.139327026560686,-1.86511941615694,0.0248891266929365,-1.00774077891067,-0.143766969922921,-2.75149727047145,-0.55326481931688,0.4451621040123,2.21586116711812,0.638446207538191,-0.955155204990008,-0.410125381262184,-0.0527059804978038,0.90859287987359,-1.34974369379231,2.21356342597977,-0.742531759492985,-1.71660828087243,-2.15221009040606,-1.09137616877465 +-8.38183464575114,-0.386272097673785,-1.13160793377049,-0.34364473713606,0.04756400226619,-0.323208453897595,-0.599611599632888,-0.531839779386512,0.00604248449823728,-1.46610060092252,0.466308519764164,-0.341728854796649,0.293019921825241,0.557675922012771,-0.691702202680656,-0.592901317419827,-0.303126125644191,-1.37666757531086,-0.232291001228196,0.237459037405367,-0.930748629120402 +2.00210159791431,1.12358542318002,0.990458223297773,-0.653238104333466,-0.197681860686288,0.890053091416067,-0.505683289084963,0.582571964861496,0.501741643197655,1.30201573265845,-1.00888025350956,0.369234109888366,0.426988489757357,-0.161751188060677,0.726633061674286,0.376780096600245,-0.674528016800266,1.80618236697344,-0.502307165566873,-0.378056301044181,-2.89335620396186 +-3.23945026100243,-0.759845657357593,-0.475466711222108,0.94196355080958,1.23792281209589,0.965310588413688,-1.82244523955037,1.35341543417212,-0.172524929485738,0.713556713623106,-0.920518580670682,-0.684357001056907,0.23471680341626,1.02823024836522,0.0732103204547015,-0.699927064254107,-0.195838956762259,-0.90165747561123,-1.2013795191378,-2.74708517510359,-0.196163002395301 +4.33252931497461,1.14895910322903,1.3722378977286,0.546678032041046,0.0242202885128769,-0.579230395993415,0.128427202564877,1.13412579071387,-0.927707380548335,1.73688429507867,0.313568338693751,0.470128954645049,-1.19651218480939,0.954357748619204,0.173383766720779,0.797272792276479,-0.189929208830842,0.877086733612597,-1.35086012060235,0.665591248099257,-2.03470394847721 +-7.06436988143216,-0.84247625893675,1.03763472939487,-0.370035353278204,-0.0238947721035738,-1.30781089226045,-1.92707963906261,-1.41248138753355,0.487900240645925,2.03006407710189,-0.290908844399823,-0.280031895788258,-2.20605734150554,1.16420073611149,-0.277744287307774,0.30348480921934,0.0322437985542587,-0.518335979043854,-1.42023478859125,-0.0659069359291302,-0.303722841319884 +4.99869213352882,0.391413340392769,-0.193235628212477,-1.72814347719223,0.109017257898654,0.728696301388311,-1.04475525979057,0.510800603012287,1.19773433606334,-0.677932171747654,-0.987923577636251,1.47148497118935,0.960661554133905,1.97295947504238,0.343856751719467,0.255980787487055,-0.105355765667401,0.137594484231318,0.378873002064691,-0.881471399030352,-0.0105102449739891 +1.8810415702255,0.891377242318638,-1.94576833460214,1.66435045463226,0.214871101178809,0.88842189046888,-1.09026896468121,1.50127935723202,-0.0537305401772565,-0.244416858744444,-0.843733491895249,0.70309114405604,-0.98075040959522,0.4967763666651,-0.351773823382707,0.755297539266574,-0.246029010279772,1.28704748893714,-0.473599046152099,-0.363355304119895,-0.807446231586376 +-9.27437458394179,-1.33525871255432,0.766155366991906,0.751800802546943,0.533914817816406,-0.0874506282863904,-1.81989930940121,-1.3573579710789,-0.258443835385873,0.415525135191042,-0.525378778255809,-0.95826954260907,-0.779190713580547,0.0418214387211179,-1.91719278726362,-0.897012311116483,-0.648161445758246,2.40789065725418,-0.565665173330196,-0.886683680311549,0.142103842313791 +2.05145738475011,0.398123477834933,-0.243059696670027,1.70618676768859,0.684583789167904,-1.83679173573336,0.225809107647858,0.381612368947581,-0.566986809326778,0.234420384881754,-1.5529674520652,0.190568738461821,-0.916589236767887,-0.409769533008129,0.800281282206412,0.795441841624658,-0.282376144103334,1.04118105642287,1.89360140042972,0.300227178972832,0.0919331658123558 +1.77366394455747,-0.111586802948826,-0.682643901964241,0.775424848179927,-2.09935592120254,0.781318046127751,0.785780667523646,-0.313415360162963,1.57664724723827,-0.506179938684201,-0.760875013311226,-0.339558239405074,-0.801105041936702,-1.17664745184839,0.863443791967902,1.05056905270225,1.57711886676148,1.11636304288884,0.325923727352453,-0.809741544369978,0.314085850102176 +-0.0918961440098596,0.675743916642286,0.365844012600691,1.9144779644883,-1.61080779378712,-0.00724017633830088,-0.436161023599671,-1.64560100954216,0.394366939962853,-1.70015449999496,0.707447842005254,-0.896323421733867,0.151435101277455,1.55690429080503,-0.895933133438176,-0.619932776442953,0.143120506218686,0.105190155468801,2.49251812483775,0.219666778792206,0.404633167262613 +-1.50827827288749,-0.788597935379218,0.676177234051686,-1.48950787224405,-0.168842112213346,0.624355452485175,-0.937239297652986,-0.328100250233419,-1.34668932501557,-0.473674172250171,-1.375795412653,-0.145641605938871,1.25822981589272,-0.219718034386945,0.911727806444925,0.729666623057724,-0.183997341687296,1.16524717041903,0.417299827549635,-1.35680529728671,0.462721900727027 +11.2435431169487,-0.0869863340574937,-0.837650766069371,1.06033913651912,2.35479042613354,0.00537593916583244,1.09642556006032,0.195818998693453,-0.0134071707085031,-0.0853920262616101,0.42874616908586,1.57597771219175,1.54594430098565,-0.959390429147294,0.529635045545906,0.865988657928891,-0.82710696124172,0.375063252309358,-0.399507357070316,0.562138145492285,2.00202973269204 +-8.9239766663984,1.38228400775579,-1.00494903908104,-1.39437300811481,0.459885833997619,-0.877772251692531,-0.0258092233145255,-0.141845446653141,-1.9690549857017,-1.059734686578,-1.15282582838421,-0.174348551067821,-1.00403169120909,-0.715682710558608,1.05799331808048,-0.239042519347009,-1.42605302504186,0.110015976119797,-0.958441361152448,1.38066702334406,-1.25309997754414 +-2.54461451205951,0.168490163808026,-1.69035840866592,-1.69883711428648,-0.772310060333651,-1.0219984438496,1.00546672692597,1.80379706099342,-0.185827659043565,1.09328999709385,-0.316870623289927,0.533219259761544,-1.87275923064102,0.553094339310469,-0.0308231044066373,-0.540019170224608,1.85999345285292,-0.00403125968468361,1.4758781996452,1.10616680731642,-2.16967594540866 +5.27554752589007,0.823190948275118,-0.721143867817049,0.527477832987935,0.249836306957168,0.42096193334514,-0.573849389731527,0.74869036542885,1.31997732500854,0.158745997460837,0.985977575605024,0.094078767088756,1.27086541083538,1.38874182011868,1.32493423333186,0.392889876799458,-0.65688903487771,-0.531603024010531,-0.755700357017502,0.955515610078179,-1.74814632235149 +-1.20716035867825,-0.220894597616442,-0.58664809191701,1.46322239005867,-0.412580921381925,-0.416487975773836,-0.475322967367387,-1.41841789353502,-1.75341319552259,0.134487951661311,-0.137523525436724,-0.476548449224165,0.708618175402485,0.611348086448631,-1.05417682422508,0.469617531525105,1.30036686491895,-0.25678254471984,0.439328596980752,2.42227678981259,-0.346236121170986 +1.31730396235557,-1.02939165471471,-0.0286025689382218,-1.0516137919364,1.27096999387977,1.18779607982923,0.986185375765976,0.277097464196612,-0.839596155584262,-0.700478051110507,1.14027172184135,0.563643126808517,-0.888550218114138,-0.651409881837344,0.854286457612284,0.27755756401243,0.200367611277397,-0.67682945150979,0.831593753068371,1.30999872299747,-0.132858005634343 +-9.66005658863408,-0.0109256908471287,-1.31097374013788,-0.56679089447821,0.530066684936025,0.738902834828851,0.624743116036491,-1.53714828357923,-0.474350778689639,-1.78545353171198,-1.47170604002554,1.15314157997467,-1.38210623043023,0.904767499484429,-0.562802636516278,-0.290107392496852,0.407654193521863,0.119905718719134,-2.17323793805238,-1.35465259580748,-1.26907984764041 +-2.65834538929577,-1.22499115544077,0.00606017241698073,0.0789801348918116,-1.4544370365755,-1.34685194537705,-0.202104353930308,0.355101121057404,0.157479140255481,-1.13006514695273,-0.674957723755824,-0.464138032223537,-0.0657950359226946,0.965342943855044,-0.090633723173096,-0.20267895902764,1.15442163320993,0.682515471056176,1.80246567557576,-0.599624851083075,-0.278533025325331 +6.26259688773593,-2.59611138844997,1.1135666081592,0.478832024558657,1.45661155594914,-1.8151569568023,-0.084497861782442,1.41769883555954,0.623816244668489,-0.184095422275096,0.359068967258432,-1.19482955308976,-0.287811227787587,1.55509897528858,-0.623420664589131,1.14981798381312,0.901945764732797,0.497870511578627,-1.21748540985802,1.06189292761949,1.42701536228869 +5.42738590632865,1.16912259199149,1.33277442736216,0.553388836372553,-1.65663727504234,-1.08028312349596,-0.416778758501582,0.720075950266285,0.299504068406378,-0.0154430423757416,-0.805057585568762,-0.302256652493085,1.73371564804694,0.260201829619685,-0.420561370009711,0.26940617107253,0.182185165076395,1.24351410554714,0.115105862831953,1.06329540717071,-0.986298194003627 +-7.17659799304121,-1.08690881697743,-0.132455468743263,0.939757707465501,0.371018133641312,-1.50937556867155,-0.829516208894794,-1.61594591742908,-0.443414636893326,0.374587072536058,1.10084483870988,-1.84928086540425,-0.816373165679594,-0.639988575261232,-0.0784016719960543,-1.83901918873578,0.336128739043652,-0.139785200361468,1.34715523772405,0.797848931690763,0.4466631309121 +5.41815191450954,-1.82608301264641,-0.305739028031809,1.85226494904152,1.19391927953261,0.583236657069488,-0.394759728749791,0.449186505582981,-0.263877084695314,-0.59400398972402,1.01259813734117,1.68736089725891,0.470556236710271,0.274224677331375,-0.104274047120873,-0.0743334916816347,-0.494447785161494,0.346921739439044,1.85091718396927,1.32688970229056,-1.46696998295617 +13.9179914930654,0.995281807292567,0.477307252254108,0.990492991315746,-0.0103752891228096,0.234483672049898,-0.489645460477308,3.04558297756302,0.677726061116973,-0.0811159231893078,0.35431453204924,0.872365675582966,0.958350318011094,1.36196900231882,-0.525318239520963,1.3212465217584,0.827457808162347,1.02286749558637,0.658081353556735,1.25563602509378,0.586158470937495 +5.38096231170759,-0.0118617814307389,0.28996300282275,-1.10890953494569,1.30465572418037,-0.624421848560787,1.21184047734256,-0.660648423592902,1.13503429678454,0.714908422574137,0.459573744578593,0.273865863554448,-0.692595884892152,0.17809126733521,0.720268857231737,-0.712360954390899,0.0512764831849137,0.513061012361913,0.0557912265033817,1.18753264707213,0.568962331242257 +-0.195343893512623,-0.599628394751609,-0.438984721034638,0.0827216880665359,0.7913098986684,1.17193847070328,0.336514969290638,1.68884008208063,-2.3055872153574,-0.237531911029427,-1.20774813826878,0.176324079720373,-1.06673163167468,0.559966415186364,1.09506540256608,-1.39335583747806,0.787041645961139,1.07558915684982,0.633449475023644,-0.93427800487167,0.541576599227082 +6.529400383925,-0.177947986602105,-0.728319781586181,-0.332564909355525,0.821867237299827,-1.34968916272248,1.17276673221526,1.21131750591078,-0.701250870589713,0.668991293550112,1.10392533703618,0.684233516330722,0.567450139006303,0.384192664982927,0.43304997016253,-0.378414317225897,0.68476378363584,1.58513447374521,-0.216288839103136,0.929249869414576,-0.613732199187597 +7.55583900818757,-0.425981341802302,1.16352726279154,0.334966367270891,1.01394631602083,0.155775984149028,-0.674075723541453,-1.15844731228668,1.34656259038263,0.808377861446439,1.1007655077732,0.547913676285556,0.312560867312605,0.807141931211354,2.75162761414787,0.182114419268088,-0.725982149623434,0.933715167666843,0.355211926717546,-1.04641642117303,-0.987732183385313 +-4.02441005571323,0.996658776455071,0.409158220088025,0.238707348916921,0.462121654856819,1.20929467419938,-0.783747143124736,-0.598941914338506,-0.579278863695972,-0.863911589716485,-0.405463997139336,0.0175032346479276,-0.79820784420311,-0.598034388783117,-1.84300353739811,0.590074365834047,-1.11399997580266,-0.653240564261628,0.977012454780393,-1.97255573097856,0.313480708516577 +-2.70324547190297,0.727660708501531,-0.224472545419336,-0.482224227948081,-0.514435902861873,-1.70899438149468,-0.351102834816198,-0.432731394291802,0.35617622575885,0.727440553357339,-0.99927122476307,-0.380105286586472,-0.256563436260044,-0.323439425844356,-0.374122369501002,-0.462041022526286,1.04995912747685,-0.0822071360930887,0.676325831666072,0.289092215318065,0.271088382850076 +2.81284556379359,-1.72663059586351,0.0624867677298609,-0.825846848525002,-0.333521768201101,1.1245627807504,-0.8626943807059,0.213446521483697,0.184703739381085,1.05270237029718,-1.73732246934381,-0.701248459779246,0.812013091952918,1.35654256861261,1.76392510983781,-0.336267870410238,1.12162413813158,-0.252262497231908,-0.1731099671577,0.867391542479138,0.453362415697443 +-6.91944184760674,0.35339849564175,-3.00081398325058,-1.57526183283486,0.0257597893306184,0.66025687382789,0.44867834742764,2.09145156054549,0.174695087879839,0.198807582004474,-0.332061544606236,-0.388713834828786,-1.65620816151509,-1.01006962905689,-0.028059185823231,-1.65155886229929,-0.893586304529466,0.117092440678143,-0.89528286117538,0.83266692576276,-0.323153553017293 +-3.12791329969146,0.726813665899557,-0.885902246851058,-0.0649567571778849,-0.843719577617925,-0.739237351574542,-1.69401983527324,0.614670351043271,-0.342063752478011,-0.230637863305018,-2.1174043040237,-1.53590144454984,0.105135211236811,0.64618546153822,0.132846547817402,0.753666978280677,0.975614968173763,-1.11444133952344,0.576353594286107,0.0700279272332987,0.912705454189257 +-4.98976767325303,0.668260975976705,-0.755593033298725,-1.43093757847043,1.68633360012853,-1.25847145303477,-1.01453501820721,0.399730287360203,-0.926982846607436,0.799187743655634,0.057300782579602,0.629634061725715,-2.50729954123271,-1.21369999861159,-1.88367698173914,1.78086934352515,-0.738968732840487,1.00167356697662,0.451486892834382,-0.399664400545794,-0.642056124414839 +-0.985373710895117,-2.42431730928421,1.63942298097489,0.64134378370092,0.322732795045281,-0.807217129051908,0.699368010279442,-0.707187620900398,-1.59945242379749,-0.283611045895712,-0.812490088367413,-0.553856158173066,0.82231349812662,-0.411806692949025,-1.12388151655669,2.08655116713013,-0.37336221803433,1.2831056559138,0.869168319496186,-0.300194657361992,-0.472335494858041 +-5.45526116379812,-0.235357425015276,-0.260710239101394,-0.788779362877182,-1.22491617137481,1.4656455178552,-0.586845997736682,1.30007840936519,-0.760090477599894,0.593950110752509,-1.27825906244161,-1.7648405435814,-0.389295940638835,-1.04398682974489,0.0596305431543764,-0.266182440208786,-0.149563999686152,0.65457897753881,0.572730905651306,0.0485292921872655,-1.95278533742455 +-1.57684731834274,1.97963332091796,-0.531885355815397,1.53530414725821,0.331760509718922,-1.08480239052548,0.992924246036406,-0.129520096806189,0.931934920349456,0.377982035448177,-2.29067221748418,1.1164306897902,0.0508064073171338,-3.08077616496297,-0.978961809487587,-1.79548816946171,1.76120514808206,0.379534791855378,0.0249557657653003,-0.840705218349496,-0.64318555317575 +-4.73671710853539,0.796794538639531,0.913139181887901,-0.0522258472939201,-0.766550483234492,-0.121942760209221,-0.21354012433291,-0.954173776879037,0.251036321648561,-0.0964646963040997,0.146322205831349,-1.49157288462355,0.0337357273175339,-0.405535865309227,-0.808887302306202,0.544275631583238,-0.908175315740206,-0.0772738486138809,-0.478797226363231,-0.331600138509834,-0.778221179443123 +-9.80396877590855,-1.70927618064586,0.418777267855922,-1.14091002809932,-0.751041480888112,-0.801442273890392,-0.0314157118939281,-1.21173686990071,-0.176865082838306,-1.09949376215832,-0.583539196116901,-2.07189012872338,-0.109759111521336,0.205468299169734,-0.228991432480982,-0.193814851449523,-1.08779689651642,-0.0652797128448594,-0.341830576768656,-0.158490236412335,1.20607524292938 +-7.96682418966386,-1.66366871188344,0.0400330230001324,-0.0409175940649051,0.115533181034856,0.0730488499209567,-0.939000056892653,0.365289803474516,-0.492617543910132,0.669482088669626,-0.158938353518787,0.592111176722336,1.43956825234518,-1.15681559281843,-1.87447285003035,-1.46686398594172,2.17953058593906,-0.299096599848273,-0.601314983193299,-0.83813656481592,-1.94332703941398 +1.22978063048086,0.49110955231555,2.47047234518052,0.941928288323555,-0.221032640807598,-0.738157347483835,-0.382390561853187,0.556229815963764,-1.58924092792833,-1.52296445286719,0.824935517579633,-0.441315675742838,0.657206539486256,0.0394630314793555,0.188131269755801,-0.267189049766009,-1.13492970932471,-0.0655554699992532,0.0221806075129538,0.870551949710015,0.70366921963957 +2.17629202988025,-0.174055485572285,2.08481155321195,-0.39090358599412,-1.00228171226028,0.106413454967073,-1.13811035315146,1.34437427392656,1.49487823508499,-0.630367083893997,-2.23061635725906,-0.588053432106519,2.52053258352582,-0.097311787273591,0.104573714365911,-2.05034728571773,3.45606441280902,-1.35602196792921,0.639097441932026,0.817276106293077,-0.279284549678504 +8.89067536093295,0.961290563877483,0.740644467613081,0.805113322065817,-0.0124997343394818,-1.02323967503588,1.10150328331566,0.117890225316306,0.232702943111348,0.174975225231572,-2.83481026529009,1.41018228914824,2.15256360093055,2.60231945646453,-0.711895036782646,1.70991979623358,-0.427876064972339,0.585693487839863,1.07231931541918,-0.0598299958746668,-0.295315409756286 +-3.22668812426754,0.293826661677307,-0.429351545191062,0.341722255947162,-0.157019643532689,-0.171290174063118,0.798182984103847,0.185074096383261,0.822005019038522,-0.225301525872901,-0.994170022286878,0.352123432371342,-0.679702318960101,-0.12010915197628,-0.439563235269314,-1.53290623825322,0.265066912936304,0.0881114049731512,-1.00367926665836,-0.089360148306205,-1.14854638044838 +1.82032619313305,0.0809993635091707,0.189237798224729,-0.477359396305447,-0.642880040437065,-0.709325233559888,-0.383805619318451,-0.838322670456446,1.39402571934658,0.349239241669775,1.25586677335196,0.400280650527414,-0.774111277120394,0.594970693181878,-2.46786959927504,1.24669910557926,1.27528632262639,-0.117641830393844,0.542184556644724,0.190610852984418,0.293893781230026 +3.77375674483679,0.183661842799281,-0.541921482624024,-0.249844298971161,1.11946939799123,1.12688626362376,1.35401247635653,-0.906673585480971,-0.317761478380764,0.723418929184466,2.04075903593402,-0.89310309465078,-0.923690491217253,-1.80806904896295,-1.09214122918873,0.865888707578586,0.889664804883668,2.32510902781078,-0.129824185227467,-0.105069925393112,0.485675000645533 +0.153813462337582,0.16625503539133,-2.11941973829706,0.199067862260032,-0.828769485265788,0.0111472617748968,1.56030628509762,0.635812582151351,0.513848950665184,-0.702423712285856,0.0551403806805084,-0.528654398463063,-0.0737027170420568,1.0531528893954,2.2100433985398,1.29816558123965,-0.278984305804911,-0.774215948735186,-1.62124605862013,0.74308949299326,-0.630861352054546 +-0.722380273422971,-1.26959906621425,-0.164193422517024,-0.951741060296996,0.921747794570686,0.840580259047705,-2.43144557921128,-1.560088854402,0.100866550283238,0.546074366384262,0.931104931793583,-0.660471561553556,0.356296920776086,0.867585079407078,-1.89072728395777,1.55378388851034,1.43074812569528,2.35333014707484,-0.205325071052958,-0.244702358319962,-1.97162970546005 +7.70217851582168,2.34949332061946,-0.349212773121939,-2.01925614069937,1.10360856763014,-0.567686388899238,0.500061702598006,0.846528438440556,0.110561681954346,1.84375908617082,0.386463811945786,-0.680996279711848,1.4461410017464,-0.651773748237086,1.56308376159024,0.15103244229741,-0.374622077248273,-0.350875942398044,1.23806172947428,-0.401661323542282,0.321556047769753 +3.08593344181833,-1.41200540742533,0.24090913973781,0.750753203231269,0.658785826842576,1.85158935059479,-0.268273975039712,-0.163074923295033,-0.0324679583054839,0.177636655616198,1.16597913903299,-1.02873419050869,1.96026645964265,-0.364277021634167,-0.225769494384352,-0.578875490401261,-0.450612938392538,-0.999203033252713,0.322434148626579,0.112498395710069,0.698376946254523 +-2.03715457857861,-0.0169614927822389,0.516667271779334,0.435808775346681,-1.39644129283183,-0.500991422804305,0.455296803369106,-0.653899292500472,-0.523285214687629,0.898412646243323,-0.71877541679931,0.442770089227473,-0.244076817678269,-0.334316258775075,-0.116985757339647,-0.820230370188003,-0.101367705670338,-0.928255767837018,0.188223476848233,0.407443849705174,1.44228647772375 +0.656873203187411,-0.544319352621665,1.10769222419312,-0.674335557795497,0.378412448607156,1.38597446952309,-0.424309998613868,1.82100112864308,-2.2595386432327,-0.759653453071123,0.222498646459738,1.91809961336592,0.997476270154981,-0.308480464047418,-0.420618688826336,-1.17347819894328,-0.595479904184434,0.865788943381092,-0.478736490545537,0.0686819821243616,-0.0352576606126403 +2.34791805177938,1.80011233335541,-0.867301691706294,0.41100227820106,0.151167779786433,1.377555520569,1.93430025044771,-2.49651566036465,0.344965437301913,-0.429619533509602,0.283567298062979,0.692249797625943,0.0650230298550672,-0.199994076042016,-0.398563526475609,1.51432982321682,-1.20987276142582,-0.67812700612648,-0.103504857984156,-0.0473133157198018,0.410035804138781 +-2.79666928651297,1.01144017617923,0.00114594753983068,1.20837000886014,1.27991260126855,-1.20852306648892,-1.42316981507797,-0.698893351983427,-0.793645268017412,-1.58967602299845,-0.306009688927373,-1.90068635566697,1.02774419896561,-0.375418883362596,0.225975482779506,0.661926189279954,0.297131582089352,-0.427282534214361,0.534834475068012,0.968786355784046,-0.708388337764032 +3.2915329104636,-0.563716555906629,0.405472090331137,-0.919362660936298,0.387355967102351,-0.394440992752885,2.88441227528189,1.63111469446979,1.48122783816572,-1.57024140306398,-0.35315892100194,-0.96860513527662,0.665145107642731,1.18183210131678,-2.08595377586287,-1.26076906033474,-0.0847373231645289,0.355988718033963,1.10749318042701,1.13906971861674,-0.108044184210018 +-1.01108110031095,0.205420795375023,-0.395417679014392,0.791448464650339,0.474345605796248,0.778956427869901,-0.853211077232565,0.551071723334626,-0.662616535759193,1.77454812412622,-0.114118363123427,-1.63458738722971,-1.41328549254085,0.778458372403879,1.16527579207013,0.591730114449496,-0.862717241874143,-1.37474771372634,-0.598773394462798,0.461538030620981,-0.962309313866679 +2.23870125098609,1.16546195019875,-1.12400054108384,-0.207922573811075,0.467441042355816,-1.19826723117409,0.808019748844329,-0.139281528644217,0.323595769707703,-0.382368347683045,2.35807756298339,0.272308469142898,-0.548938564552583,-1.04510628542302,-0.395112168220941,0.918690504529962,0.641776134264686,0.058187940305552,1.23595077242402,0.708131023561569,-1.81364473968174 +2.72574492592673,2.2363228395069,-0.48412614406775,0.546813192748372,1.4682648176223,-1.95127882545907,-1.28851416306756,-0.298360794389321,0.680888563870651,-0.337893121786534,-2.1879720906869,0.908197628800564,0.582775276394533,0.544646488024555,0.882252834498311,-0.0135452057208042,0.690392898942561,-0.330824682902797,1.05011850586599,-0.368408091875713,0.637076085299642 +6.43884489482158,0.302265076168852,-0.441912882784146,-0.369522239280974,-0.828443992146189,1.53473767747478,0.629565135360757,1.47821208966004,-0.858858189975565,1.36284323606394,0.578202659945229,0.97740040225532,-0.0367931513330865,-0.567687852652456,0.0575014456594337,0.378751293145928,0.303540211178419,-0.193080942818105,-0.334773771749908,-0.000245219182712868,0.821029934175757 +-5.27040155143885,-1.04250660223103,-0.184042246853947,-0.453860134428724,-1.29545528439457,-0.0442509119750862,-0.255903219747816,0.504406166709182,0.537802480251883,0.81429200719248,-3.19951134796122,-0.852597914078532,0.2219162123154,-0.35492804656194,1.6705862819776,-1.06846909695536,0.490401894029332,-1.77709227661525,0.808178586918648,-1.14870231631,1.67138870906363 +-9.31793530513568,-0.983542313495811,-0.680634697914319,-4.30278143637694,-0.192938667004242,0.178196692021523,-1.69197298123832,0.11267609875268,0.983426640076549,-1.86974517536434,0.407197347210138,-0.56598705664915,-1.64899429404912,0.169384878570134,0.55161179373935,0.497500443121516,-0.466925995907462,-0.103709698538857,1.01070857719349,-0.0893348803222202,-0.894945698263078 +3.52946472332482,2.00571858043419,-0.664689990234276,-0.800341089597993,1.22295823810785,1.07389548508937,0.658961621722408,-1.52898417851716,-0.0943383386983459,-0.167058183451539,0.283447571153515,-0.122562428264695,0.167064177804624,1.68748639637664,-0.808542866177486,-0.0254657802439861,0.348909414395292,-0.91112720323355,0.397567491733904,-1.28172765787124,0.760151100054381 +-5.45604124543947,-2.07057148385748,0.117962561202882,-0.261200181037156,1.22218013700779,0.503040920012691,-0.906203298424056,-0.243582161611554,-0.718759866161736,-1.95401648157433,0.927174783951619,-0.421189216397376,-0.242564432279248,0.0937447979806988,1.03193238045797,-0.679475933689612,-1.70939220155946,-0.352339759333069,1.26556158906471,-0.832138161470575,-0.554594989260659 +5.26785664464019,3.05574236888186,-0.176047122247132,-1.34820461223687,-0.0527634121980788,1.61242953713267,-0.0606990725876941,0.360882043926573,-0.472632150573923,-0.485986683015405,-0.968067108674218,0.494262540073095,0.555303239797502,-1.38877710559459,0.387258428549869,0.34612365732922,-0.0340253594327996,-0.13121480016004,0.823094936952005,2.69755894380866,0.200794411617485 +-6.52973144666899,-0.2613505940873,-1.75545020642502,-0.806227479425844,-1.42000396928464,-1.5333649076322,-0.835330429232536,2.54601412757216,1.04215852217249,-0.869647550655968,-0.00626175329680514,1.14046877130375,-3.73260841775389,0.198221273002067,0.135091348460825,0.978655201048649,0.365472913348587,-0.814470452890099,-0.828874671676261,0.760655891895206,0.0108874729126835 +-4.42738523536462,-0.45439325911372,1.42755345652322,-1.98779448789486,-0.381922924889021,-1.64465583249179,-0.146216130211554,2.84375020069966,-0.0650973498975682,-0.699775626962128,-0.608121965083433,0.289015032932741,0.289159243523476,-1.30518119761279,1.01485174191493,-0.450302419794657,-0.175065046849854,-0.321795269508857,-2.01078429937465,0.551968691814718,-1.11584284524163 +-6.91004148880466,0.157560555463951,-0.0598161403107058,-0.939007228488514,1.38273023285016,-2.06396126621861,1.26413891375497,1.51036072421608,-1.80592460715777,-0.00462551604028061,-1.54503778918478,-1.20876288937702,-0.520781749455181,-0.441414159701325,-0.161598509396327,-1.42710458510058,1.77342586991956,-0.758932721795087,-1.12374062398827,-0.689734809983673,0.485606725633279 +1.25294302201357,0.933388727865257,0.563547672307407,1.04705565265112,-0.0126752363406452,0.70378060209993,0.180229472517454,0.201341911094483,-0.762163441246985,-0.621654232266068,1.07638648228631,-1.97696734860467,0.0159572845060582,0.996016288683613,0.671164545407174,-1.3329780743847,0.127964583986638,0.222657226065552,-0.411643118849638,-0.105266650466652,-0.466796141261022 +-6.65795028514814,0.302828275834352,-0.568976439269015,0.846247928673231,-0.97005852993262,-0.945087439184765,-2.27017809628905,0.652423907522106,-1.17993229579327,0.921649552802219,-0.875896349091581,0.151896974777752,-1.02455562220724,-0.218055656566652,-0.115155288438358,-0.39878634874268,1.19287473215472,-0.866129308262214,-0.299098158793566,0.747729748478678,-1.05774228099519 +3.50103078528856,-1.95615022247248,-0.663805461809141,0.37420177532358,1.40786421149839,1.45189235590535,-0.694272827899665,-0.761462091733083,0.828948260213657,0.428669934467909,0.0902347967979208,0.917763001850541,1.19304630834964,-0.0656042056904954,0.63110420465414,0.102107559411896,0.497862074762751,0.179218733981268,0.6623107386334,-0.241713670154773,0.216689854310089 +1.33718023362957,0.353536709469366,0.0626206053229235,-0.383609310229454,2.45767345518126,0.590580556520923,-0.750547554747373,-2.1413719108638,-0.712195902589872,1.37497649164317,0.603754001162596,0.129082070325059,0.0253849177211884,-2.13618565910324,0.0314007880110683,0.286682702372626,-0.345905287452291,-0.962485591724307,1.54007782751756,-1.56700508288692,1.34680332045027 +-6.30502018907461,0.450424513742423,1.84185277091055,0.226782032155762,-0.73172018736398,0.274671275925495,-1.91448144858091,-1.31061653290094,-1.67202217908364,1.4252960016298,-0.193442514708297,-1.32224886268412,-1.20133424315435,-1.24159046205957,-0.481225784405282,0.614116965711893,-1.16821418940597,0.852422383312355,0.96843086993596,-1.02984228452396,0.526318613892105 +-3.8859968963351,0.659550870534498,0.3245250363177,0.544812155614076,0.702099926315612,0.293310293246618,-0.550300407764917,0.771800653004096,-1.01471626374305,1.10771915680268,-0.0277765662072281,-0.565403487611577,-0.0623931412815518,-0.632703935435601,-1.19622720684817,-0.162185754133555,-1.35572342189924,-0.658528328315989,-0.0521911789152803,-1.73034325794746,-0.0166787795017893 +-1.67244336744998,-1.03142072760739,1.282784798251,0.507683769796374,0.700814099317647,0.257111205297991,-0.225344022843952,0.51312804281518,-0.585341914666724,-1.33772784962044,-0.972257824250022,2.35970083308125,-0.352666548277782,-0.227608762328336,0.429330703535026,-0.237925276558466,0.454954269478702,0.119160640563003,-0.231697752727541,-1.32811324514343,-0.600237789417889 +-2.78773476720242,-2.37102288136148,-0.959738716627486,-1.95200857877966,0.868479927869463,0.846336359457088,-2.49238758387569,0.382225781478033,0.784164994046518,0.583795607561329,-0.327290951571888,0.0379417895034996,2.08235008568162,-0.67641259940696,-0.760192220959332,1.09133776786377,0.428383030497244,2.21457912570501,-0.928531303739328,-0.36677266970347,0.573521233691133 +-6.55287380820666,-0.324576307824521,-0.760112897964573,-0.688159666146735,0.424702399597526,1.11002766160823,-1.08019292384151,1.591366096203,0.582307107858386,1.55114731261633,0.00359976612988009,0.4922375307582,-0.728290247942945,-2.34187752513108,-2.14086864679072,-0.227481759555996,0.488585432342982,-1.88305948964318,-1.1352476932846,-0.664852680754056,-0.0417582601732052 +-1.9363147589478,-0.94429875090974,-0.717203604120521,-0.279885093571067,0.734296099344832,-0.636888376853704,0.262863116181088,0.362096138737714,-0.667424195813695,-1.3714970696475,-0.0988785856752397,0.371637439987794,0.155352756484532,-0.40469453932461,-0.19971272093803,-0.0635197611555594,1.45739123205184,-0.658228350592803,-0.581657035841547,0.174986329230909,0.790824339938358 +2.18328689721062,-0.765889998443101,1.82836611778051,-0.535704534677818,1.55666675061938,-0.306519292556869,-0.82158960645077,0.0102779627002212,-1.44998471103492,-1.21160287661035,0.392913054259882,0.423159907928922,2.30170176273082,-2.54457480725292,-0.283834265473645,1.16847793804287,-0.107396838812437,0.234960711047566,-0.126020319527242,1.09942190798006,0.833925267360453 +-4.54447103052729,-0.953779266719918,-0.497696199700971,0.363376818519009,-1.90174136084894,-1.09140360982536,0.251389477968046,0.170014867347147,-1.33933790738723,-0.955054695389668,1.21237388731285,-0.102555743729369,0.280180244738792,0.0917688342385785,-0.80359843602441,0.0756726930774355,-0.373235051221082,0.406734916335533,0.340880747089269,0.0814728492034384,0.51007627025077 +-0.0455520378595664,-0.398004449854522,-0.772028985797332,0.290152111668113,-1.87481356246474,-0.0744401581145942,0.329823326161164,-1.12947688445719,0.87371677066225,0.338136790962838,0.706596438361395,1.9584145541374,-0.201993948257743,-0.640074131996117,0.786228017294736,-0.781126401357119,0.800131738597689,0.484372199557203,-1.37716455981489,-0.416947935698512,2.10735578366236 +1.44106551658913,-0.311217062923606,-0.220293778778898,-0.310426465119374,-0.0873956998561374,0.160873897156584,0.892650865803061,1.4082862998587,-0.162822585533757,0.665964365107141,-0.291314479332255,0.320474600374658,-0.395885749526607,-0.312305863122699,0.158562603871278,0.617009145357415,0.0523168883840138,-1.74132841464952,-1.61006994549366,0.640773420786197,1.37074087253219 +-0.635722592874747,0.796092713239834,-0.017391126429119,-0.518224761573399,-0.142352442268198,-0.0957598387605078,-1.79244608880545,1.01959378795538,0.700047496340255,0.337464782895619,0.503684970323099,-0.55186369691743,-0.803279782631551,1.3783962682697,-0.545653387650395,-1.56758580344105,0.0542601939177536,2.12536072009709,-0.834830840690397,-0.435145293221351,0.822968487690424 +8.30737419971267,0.986428343875779,0.621375725826315,-1.24160970883571,-1.94659234715376,0.582305170668226,-0.659616114981127,1.38186252566801,1.65521390864788,1.95260444283118,-0.611922005052566,0.836211160901472,-0.0304072652293648,-0.39701821655343,-0.105239625580444,0.238183413876599,0.016877936287419,2.7977443420261,-0.777661844091541,0.0829075511791014,2.45199281462045 +1.72212410571456,-0.794531662417426,1.2822240407463,-0.440422490429922,-0.735897002921441,2.67939314539662,0.118627152419718,0.204728723055319,-0.155819270385978,0.620087983144624,-0.416318126958693,-0.357315755342518,-0.0127734482134589,-0.294121135175374,-1.40620836271036,2.2023358492475,-1.25990802968614,1.77440810623261,1.28661793616869,-1.23109341905629,-0.487165463365574 +-1.54537410953208,-0.308817971515212,-0.747096787845224,-0.64037017517187,-0.509824115832975,0.909627200007208,1.4477357828763,0.942859282803975,-0.246828855185581,1.22333807182535,-2.27399976673477,-0.769193841862681,-0.248943017452938,-1.02589400102837,-0.111162890349853,1.06531926327649,-0.0727951035564817,-0.22601517773665,0.337168030239125,0.593622376113239,-0.562939426254806 +2.84647417272999,0.361444766025588,-0.585429006940995,0.872601810932359,-0.187553029644192,-0.330067601060485,-0.716948331246995,0.176564265251175,0.132811303396068,-1.27636735919566,-0.475381394828196,1.11213491749053,-0.271356311643918,-1.06902825714533,-0.271552111151097,0.484010188989009,0.289389246285116,1.72647263765086,-0.639258894721807,1.94050483831422,0.223465542977474 +-11.1110787315407,1.39879110483802,1.03691587360005,-0.864657306724036,0.174728819202085,0.258861382109591,-0.978045173976427,-1.5595798816173,-0.669246508985345,-1.83993159848922,-3.39473467160737,-1.28393816211056,-0.504804033359735,-0.759846490169881,-0.817103659060945,-0.0285029356838729,-0.476202515723929,-0.120132606747354,0.545302614158827,1.30030939897543,-1.68680060493557 +8.58159658568913,-0.0560704196424014,0.473188271785415,-0.224408393255982,-0.8300844148305,1.43608241861303,0.28561445503299,0.999877046275834,0.0488486651199987,-0.205037926261031,0.877812766616001,0.799871456556846,-0.884111306468895,-0.0374837300943363,-0.386243638039029,0.862112708347429,0.335007152245109,1.24959150629611,2.00625502734336,-0.466077920202985,1.94427790603845 +-6.85527736999009,-1.69887349155411,-1.9517108544904,-0.711793977327296,-0.980142635074188,1.15646535629742,1.36079371187599,-0.0181914265173758,0.0531112179902688,-0.504622211678889,-1.0951256489152,0.947439399739656,-0.593317609729421,-0.143513043520247,0.273026389417853,-0.165713761740089,-0.158573404823155,-1.87825427838667,-0.290165810485109,-0.787537002636136,0.0010860218991864 +-0.84718824786256,0.231852545141301,0.157587687558307,1.11340264537837,-0.0846871450961578,-0.934572794454803,0.556296534672248,1.30597747320238,1.23775243003349,-1.12292336170806,1.11981811256483,-1.97236573510484,0.373374779082526,-0.906110030550251,-0.821277507417833,1.00475931016199,0.786526635235517,-0.827192226470446,-0.785187413638239,-0.365627499868716,-0.846947659202729 +-6.78068484611047,-0.119090670970556,-0.74005915335437,-0.135053876641598,-1.88298615411511,2.40852729859452,0.17550002999122,-0.814233011996038,-0.216378226117348,-0.54777579923651,0.40120561670992,-0.199091800115331,-0.772447017812441,-0.711183061091773,1.04501953461644,1.27227626400679,-0.112936530327696,-1.23872911701139,-0.969418407712947,-1.16048852579864,-0.803283368110234 +4.86866124915909,1.77249285346043,0.801919406626328,0.791734470259618,-0.216646634180954,1.13571478702254,-1.62599938770583,0.946763857333891,-0.446734856822792,0.380213484735731,1.02762008169667,0.111875898239039,-0.257739558709305,0.194005139695798,-0.523308796664445,0.21128627181178,1.70028675926928,-0.076228276410012,-0.974182771821745,-0.47891128913537,0.500581591869947 +-2.81437844808027,0.343422165443603,-1.00095960264865,-0.338323951735913,-0.305985959135177,0.298285049356129,0.142187376473189,1.24341454465639,-0.578073704848869,-2.14514145137845,0.935905384474891,-0.389504915339922,0.568628595883434,-0.892240332345365,0.709607276398939,-0.827280560166797,0.0568535035760996,-0.437304126234157,0.0522817268169688,0.448975040570088,-0.826268197673188 +-2.15148102724409,-0.623049782354728,-0.31379621389635,0.847780380562549,-0.670911933959752,0.0257075239796635,-1.25441452872799,0.384188509107167,0.449378751019381,-1.57118732568331,-0.127689630869959,0.675725076123857,2.00670678177166,-0.0777635297140175,-1.43146660340141,0.290237161173897,0.878911264794528,0.606330008988964,0.0731734343733257,-0.258561416798057,-0.942631481098004 +6.63894468775104,-0.439522293828527,-0.275077035366135,0.381801370441054,2.01377957274477,0.883225811037916,0.0880721333740185,0.935011096271548,-0.634337569556651,0.820268572033501,0.0710316475061449,1.47908592452046,0.27974765132882,0.32719318114121,-0.611965806595329,-1.23363309232958,-0.0250320623961166,-0.642577373170756,1.15674632514213,-0.438016980874414,0.657617403797681 +3.35340276996103,-0.505296789545481,0.274071104437803,0.400165001547868,-1.79681469379927,-0.293141887537319,-0.535839451121829,-1.17737841882254,1.21869411454968,0.99540165575517,0.826175458898413,1.21506609157321,1.33534787428114,0.177046906925843,-1.91103368494443,0.479570724928495,1.73632734524545,-0.130482169457151,-1.24614438945299,-0.0221502757926052,1.09553678412461 +5.50093262761661,0.186035137157474,1.18524510598577,1.13717126169663,0.69235681883216,0.679806182487772,0.545262306414423,0.0519683751149736,-0.602741729558484,-0.992118825141731,-0.589007062177805,0.395068690085489,0.0808555797955613,-0.137302903359454,0.765471010012859,0.575782296523987,-0.901483671540289,-0.478242643546452,-0.063840146324111,0.302615239055252,0.686518571223623 +8.88303192072746,0.176417797599477,-0.0445280913752,0.419731653006667,1.4983375959833,0.187930960433162,0.900515471556151,0.500849062856594,0.107322984741723,0.208023863297448,-0.332604040637657,0.17911227609212,1.10523828561329,1.23355507753811,-0.407429636031413,2.20677294208642,-1.16231270788765,-1.12244279019733,0.60954641024873,0.305472656600943,0.219492402735608 +-2.24629888863368,0.915848206824781,-1.22678135967442,0.0147197355071184,-0.879345156029404,0.329700305915703,-0.0497349153115896,0.53111753018878,-2.07568116905324,-0.149972074887207,0.196623546516198,0.973929107634771,-0.304399164507646,0.576411219150487,1.85360490253437,-2.79064299025166,-1.07345569325205,-1.5558851297254,0.636832697306786,-0.342633224671077,0.51539855091729 +-2.15202187432174,0.320176726180939,-2.05468134894324,0.113181733732967,-1.05811137851532,1.23861294261519,-0.0557959059973258,1.97485088863486,-0.862621306540819,-1.84492152806206,-0.729960169965669,1.2034112008973,0.0742957540354755,-0.262317277082447,-0.671067409205207,-0.499471667393828,0.618356027142401,-1.0482527207046,-2.28348293477107,1.47523120125319,-0.270027374164001 +8.72084740747387,-0.36668729712132,-0.638925152366813,0.18560600451548,0.690420365516953,0.165229536162182,0.126158743241207,-0.334094794527887,-1.03973615301565,-1.26070993392845,1.64323020109276,0.976968315152427,-0.132893332630167,0.955778569973226,0.472654898946763,1.9144709578242,1.22850424420016,0.274932784755052,0.112715505379793,1.37866935642924,1.23772962727902 +3.38432121440481,-0.940611295179737,1.86697887622022,0.558232009121557,0.107807480987206,0.738670649351662,-0.247053104405522,-0.225400669996491,0.61262559792735,1.05975180988547,-1.78088850927466,0.748114119643466,0.646683473706107,-1.18908167809293,-0.357605421318962,-0.443899312774179,-0.709154309610763,0.93442168412474,0.3853062994665,2.16768033719325,-0.251225806792673 +4.98046778174947,0.634702931419534,-1.1800119103489,-0.0786457700683321,-0.549172094711259,1.02873474968302,1.55936025273035,-2.11931177425413,0.577170334449346,0.53795151876656,0.966435046071721,1.5236557182411,-0.240088024808413,0.376924929200625,-0.220367892018675,-0.70864926012118,-1.21346731143712,0.354851091563225,1.74472348060436,1.43303032460487,0.910638407874807 +0.481816090886298,-0.0624884823283309,-0.994588574561431,0.748086080069136,-1.06529627412798,2.31103844840857,-2.27717218490124,-0.70913592020976,-0.506837800216541,1.01858976135218,0.65861055761011,1.08749473389582,-0.393054110399935,-0.263900524259242,0.141923075569537,-1.68430005420183,0.0773855045340081,0.408248463244507,2.22530080106365,0.993299261800128,-0.831865547803722 +-7.02668457342135,0.182837867691791,-0.363555553970806,-0.34911151861703,-0.567599925458831,-2.19961593929098,-1.40530667946521,1.25528602585558,0.525566366298498,-0.191350597971197,-1.18522084718521,-0.194463799740059,-1.64694149090943,0.35506222309311,-1.2081120208139,-0.0135192365389919,1.2901919979861,-0.0121270852877929,-2.73805997422981,0.853229000863011,0.04675413676148 +0.946365462004073,1.10364101842281,-0.461141226123371,0.946497856565694,0.138793432513875,-0.275003183081969,1.35373548286748,0.429020744950573,0.992855891408104,0.218257719515897,-0.652281061360725,0.761645878729506,-0.88087609162309,-0.0238592810561463,0.218889707240372,-0.782457701274241,-0.478831508351586,-0.382556172110417,0.454479703634952,-2.27516604310937,0.229528379848112 +-4.9449845293909,1.75203561864876,-1.3200139338714,1.60628089883861,-1.64619307007774,-1.3153625048605,0.0997150340209615,0.620091571267039,1.07724728457316,0.98323788784314,-0.0571403501282296,-1.09418030470473,0.438582516734537,-2.25698343406115,1.01195786683788,-1.54125946617813,-0.778510602643407,-0.981779331039733,-0.738785789407815,0.316220574874143,-0.124098040814461 +-4.6788885353206,-0.953816460135553,-0.360197044922095,-0.53901869606915,-1.1297605588002,0.771346682598674,-1.25197096796016,-0.258981272845097,0.261002155736873,-1.27760276472013,-0.147166298101271,0.0899728424335327,-0.648703082751037,0.301655300213316,-0.559439844315223,0.448320535297222,0.785663924958375,-0.599098110739456,0.270292578147666,0.397122569036264,-0.0155246709932723 +2.49106023462728,1.64408045682029,-0.806079954661756,-0.130996626286316,-1.18874754493597,1.48771076083891,-0.71765041911035,-0.239680120741415,-1.37920820019175,1.48652386187862,-0.78130508125171,1.67417742790039,0.187924256580219,0.513343609273285,-0.657807490150605,-0.581086028275498,-0.418352982295728,2.54348520970684,-0.149105738088275,-1.18064234972379,0.906439336436833 +-3.6847811520232,-0.866733529450919,-0.931098776618553,1.03559344841922,-1.22169735757959,0.883785393026711,-0.948343001068979,0.958190235725917,0.517477591068996,0.386124847881513,-1.06349762363629,0.110637979740335,-0.385912957326189,0.765189973735259,-1.29315759000345,-1.46531504757364,0.923124020382247,1.65842114822977,0.138352631040582,-0.038555982764311,-1.32164218731463 +-2.37126757539585,0.266352192194765,-1.51811493727721,0.767501666346392,0.551658321748014,-2.13175941233225,-0.0446811930762371,0.416801160249868,-0.668908472629225,0.33074189513627,0.879741411670893,0.502452838071341,-2.1131462533522,-0.226678618186349,1.62966862842161,-0.924445086153344,0.0198735056157139,-0.0541084706843834,-0.820509447025267,1.07029664057456,-0.566780966033399 +-2.21203140080703,0.222370494855364,-0.804260301524433,-0.760561065444472,0.0219810292951058,-1.48863182939434,0.448724946810333,-0.0982724233418956,-1.91268531828407,0.655153592397653,0.485704384416281,-0.501517972058023,0.429549280928093,-1.23967482738173,0.659583603697294,0.545804440253909,-0.0827439255731705,1.77927853923628,-0.377804719196044,-0.614726542357775,-0.517816215142405 +0.443380364403155,-0.276908509892329,-0.616767129977901,-0.0109275763532948,0.590671810396611,0.404950779029132,-1.15734684625022,0.366678031967216,0.457346005108708,-0.00811424745627359,-1.27631841795244,0.534743557755844,-0.678366581456783,-0.539193776794961,0.117215497815533,1.06330843423708,0.933126484334112,0.359195144792268,0.430300894041367,-1.00367104952264,0.926510378435513 +-3.45441304558258,1.39425304101804,-0.209030668739744,-0.154742443334648,1.44780057320922,-1.1999841077192,-0.45940534190009,-0.401679326035528,-0.986100365102858,-0.92833849361851,0.264145481887028,0.63264815007653,0.566221303049767,0.143386824113081,-0.0522270790160908,-0.606152059830349,-0.576896401358872,-2.82761470841593,-0.822145308261002,1.94812788581397,0.178296057865425 +-2.50149030373242,-0.658911999778006,-0.683011225467872,1.34251863107096,-1.00328687855179,-0.49368079354814,-0.331308883402855,-1.78620337027379,0.462720911462627,0.503990703272429,-0.819632861991599,0.365387071227816,1.15768187058812,1.00878047290432,0.0169310069473045,-1.03353027604095,-0.325480121540859,0.698267505586131,-2.16115314333202,-0.00928855604252006,0.555643126596657 +-1.09655905296995,0.660531280513291,1.90728580973217,-1.04266362944045,0.654975850157373,1.70350570629561,0.111162192463819,-1.09177923803168,-1.9922022333714,-0.113454334159362,-1.06452509143622,-0.487460273862725,-1.31042416627153,1.7236900756544,1.37287042447696,-0.190102309001309,-1.00083578703377,-0.699929160265758,1.28028273878986,-1.30982288129046,1.41189837829514 +-3.68106374542263,-0.0132557001432984,-0.709883829670917,1.21213397088115,-0.390033119571827,-0.678571488929212,-1.7906360107359,-0.662357617835958,0.111207363489553,0.887824111494868,-0.105866455796427,-1.98984872225778,1.33582942919305,1.50681942465216,-0.730968035004444,-0.251500308354523,-0.150880371405007,-0.237192202136016,1.23734513037285,-0.882550498815662,-0.352630678028288 +-1.31966047211409,-0.931480298730843,0.482022554854704,-1.22506236167579,-0.111394604223804,1.09882288887478,0.265212162468106,1.19997962298845,0.158122161747732,-1.32457134606573,-0.77191986954361,-0.304012945680506,-0.322114919562234,-0.450704783923613,1.7104676674067,0.418126086327838,0.0145443433275201,0.551934491609994,-0.163337892364195,-1.96715352348221,-0.0871231168192858 +3.92816294696087,1.21468914346638,-0.403803698452882,0.591897365251159,0.646974563303305,-2.36010479398841,1.13722811529417,0.37804690862969,0.630058711140451,0.781175994960137,0.780329781483092,-0.328426650178321,0.746711710291347,-0.854372040027362,0.695589165959755,-0.446919591208832,0.863240718411912,0.946116569089137,-1.46080974433353,-0.0135555818247636,1.09195410835036 +-1.44049565441526,-2.08834036550883,-0.0330582358668417,1.72991439922514,2.48182898082016,-0.457044424793346,0.0230867807340728,-0.727123997141408,-1.94398676948433,-0.0241904087169944,-0.236170518158125,-0.339661684631286,-0.968019979354798,1.47053068407141,0.0102392348737423,-0.315268539240811,-0.814339893247938,-0.932996402883137,0.38576711044468,-0.343524158113728,1.45224620488707 +-0.322203140684139,-0.526152469412621,-2.60523076351852,0.849856312462099,-0.0398591081697143,-0.839258343986666,-0.619048035818593,-0.00768776188664846,1.52406008334967,1.60346291333792,0.48306491152106,-1.32752984672974,1.06301530473986,-1.41872691981496,1.1734094631739,1.05125856133536,-1.03325598367826,-0.932686199706002,0.774270033187358,0.037725829266592,-0.909908728218801 +-6.36238352877266,-1.54140256690726,-0.013389967198818,-0.713646911541334,-1.63890094473547,1.71844819842386,-1.90626670335618,-0.00172359496833386,0.311238845316955,-0.171283821116659,-1.67958788200201,-0.807171583514191,0.0489494175918878,-0.121715251425115,0.887161109713254,0.268793705432532,-2.0292908074376,0.102371631251519,-0.974281523633114,0.370461130910688,1.26028895667791 +0.970092128177461,0.194321069901269,0.897976262489048,-0.845835955548112,0.270408048828312,1.42128803657015,-1.15078242208095,-0.881709700298391,-0.280882011865274,-0.145946867848347,1.52691113501472,0.242777549415552,0.830801608907109,-0.716675283614053,-0.153038172556235,1.51179041525318,-0.0873457816196105,0.169825578438005,-0.840026219999717,-0.63213334680316,0.75313883993069 +-2.86672313522635,0.264422549440984,-0.857150246171186,0.688466495778623,0.0227031426314361,-0.636881339132483,0.492429667928008,-0.129958438038525,-0.132357142098984,0.737189811838941,-0.374999248046211,0.101249869197115,-0.326976802490626,0.365020041320864,0.797002973063727,0.886833776774914,0.968368821418486,-2.60214243917664,-0.999687114765273,0.882704545427728,-0.813174409417497 +-0.310956988996876,-1.11873516870975,-3.23261042367988,1.26453500096354,0.0710162899946097,-0.443316979461067,-0.872589540916073,-0.0705457700837848,0.42156195570375,-0.34126342265616,-0.873805879737873,0.0284134913913302,1.39784037717355,1.47867949435705,-1.19236140347866,0.120794227866521,-0.311897149165127,0.681039136783243,0.0733575569602364,0.857701177570617,0.324888765293618 +-1.45411024971284,0.650952956147074,-0.14938681082469,0.500523295444885,-0.826320413161053,0.611446829709898,-2.12056766499746,-0.122756853579642,-0.130345446412842,1.44964514346582,0.323440259611469,0.306007881754887,-0.439996464927328,-0.563036966212854,0.481754406308876,0.056404063360612,0.793211402616635,-0.050913831234845,-0.209884643395801,0.478877969235921,-0.754600807368931 +-1.04501857839105,-1.032900238582,-0.361773711586211,-0.333285590426713,-2.98586724008225,-0.536384538854695,1.20286052166321,0.400204910488589,1.9677610304083,-0.133197112876728,-0.0717116907400385,-0.192037025668287,1.05570847283905,-1.20985150928914,-0.0087200934027084,1.20364362954257,-2.04955798897935,1.29263451180826,-0.433330071590745,-0.306262791184663,0.3358950150227 +5.95000998668281,0.659201499417982,0.140180905156329,-0.614730752752204,0.679670677764976,0.393084886502542,0.732371342900257,0.189025491846071,-0.633170536969763,0.365208239824474,0.479463280969481,1.15672765961978,-0.249788993344488,0.380097519827472,-0.854660095445131,0.512941231744753,-0.805115142375963,2.13760417033588,-0.488417218767187,1.48193067779421,0.705112631238677 +-4.39389000361058,0.237829399627714,0.31559519520998,-1.95222738437698,0.474192698087662,-0.184145729657628,-1.72631089460355,0.234605779442349,0.0794396294297035,0.731146984659792,0.0496467423053981,-1.38726495502417,1.96638674122566,0.965736304798137,-0.951674351129579,1.30829405434676,-0.172630035557312,-1.925604205938,-0.610980755155469,-0.934378825429744,0.0269745998927619 +-1.49602267696306,0.71527594710452,0.203728281565869,0.0193536322126496,-0.472010272552224,-0.217133334842305,-0.974849503096757,-0.221708229574048,0.724104030198415,-1.03500915134097,-0.899282789092591,0.875561516592293,-0.119247676651749,-0.844014002990855,0.330478320536253,-0.939978304701469,0.270002341295307,1.18281172978476,0.654323403463792,-1.25113753244502,0.35645197997874 +0.166896409192881,-0.93848303919385,-2.17780391327364,0.615678184545953,0.0167882271975706,0.0838031211483334,0.169079143166604,-0.564641536211302,0.166379637170597,0.885799097685865,0.162348737250384,-0.50672173021681,-0.114452670828179,0.934202995710302,-0.125323715032637,-0.259238417949438,-0.0535905005524743,0.310610723395744,-0.337696032471134,-0.894635031733636,2.22031601950987 +-7.05484891843731,0.0953540096781045,-1.37654836395915,0.240481804058212,0.132566467709938,0.366685198085513,-1.21299678620828,0.296985229674059,-2.15535284896098,-0.995500461639991,0.894036375809439,-0.0778663448640161,-0.579850518395471,-1.32003115384434,1.01340158426857,0.238657824671075,-0.336449226685444,0.272854243353623,0.524058148159949,-0.485005753834858,-1.19593885536473 +-1.55715061465817,-0.462819419956343,-0.706551966814283,0.781534407805869,0.00598984067432341,-0.514440186111758,1.99161224716645,-0.796989280042558,1.18437066629962,-0.218259063164139,0.738168156610464,0.725029841103696,-0.314408056977097,-0.541428264120932,-0.67404308310365,0.098461016055699,-0.133122190351321,-0.114512095415801,-0.460714904661182,1.02500846498747,-2.57558448590451 +0.191615515778309,-1.46888215609457,1.74447187681848,-0.61457907091033,2.08638616789455,-0.00703310445466768,-2.08097370894412,0.3319412628889,0.0304790153330433,-0.412204811003631,0.047566071055577,1.02733930812912,-1.96301504364491,-0.494969292344947,1.13558312071352,0.815767737966939,-1.44573790339108,0.0129172442186855,0.186501458203692,0.3541773337694,1.13315983954145 +2.54375235082097,0.152686505521528,0.763630327935384,1.0993361835773,-1.64472953702306,-0.231997361126811,-0.417055799210189,-0.363844374990783,-1.6111007359315,0.0810212381655513,1.40272756323182,-0.00963442011232339,0.522331387016046,0.193339600404182,-0.524829866693341,0.495700189853031,0.0313390427726608,-0.78128644042876,-0.0136683213383971,0.133375160688967,1.98522344764392 +-2.7660260987069,1.77376261131718,-0.00706277436943481,0.141408860943527,-1.07277062794427,-0.660024243843042,-1.04633751160438,1.45390210202748,-0.723840604883147,-0.642039766896863,0.0641275917220173,0.8668872379034,-2.18474874557383,0.663789497032976,-0.504766111064721,-0.281560894743655,-0.414670165366711,0.150724991291688,-0.716306591884838,0.235537561942763,0.172398819012805 +-1.94259502179079,-0.648070933515048,1.25845219687922,1.20621261142331,-0.722824255774097,0.966823036513713,0.985270290782901,0.913885647891117,-0.864282461460612,-0.422452787073587,-0.257316489181097,1.87431844066214,0.256715171221037,-1.33600986565857,0.220973181323654,-1.63152474425164,-2.02860788911391,-1.00201864311865,0.0313793607488409,-1.48647349894417,1.44495510964574 +7.11524593685733,-0.199817475668204,0.269866436645476,1.46557849806297,-0.834617078885347,0.861211203403575,0.286569452373499,0.393678009760885,0.806701487509897,1.51042825340259,-0.425345802015469,2.70265958457071,-0.397337512399756,-1.97548860716159,2.26895822579459,2.55001290151186,-1.46736248533028,-0.952290527267299,-0.247981284030833,-0.516085001043767,-0.000778205275707432 +7.81924734601707,0.689243732977183,1.44953050416103,-0.143225887835855,-0.259036183173338,1.97860335166495,1.29203240771153,-1.23467152739662,-1.55180188989247,2.50014859940755,-0.646068533664736,0.435017123945827,0.544774761293059,1.50693347055457,1.01639641547817,0.378297376910097,-0.351506656434103,0.778662536773318,0.336676441552231,-0.714027384485579,0.150317955124606 +-0.0699541124189835,0.0361455098365949,-0.180204125174449,1.34682659968706,0.571023041717791,-0.172151903555195,-0.598738217076855,0.537527895189996,0.2748792586528,-1.19553693794561,0.356142451316212,-0.467582168392369,-1.7056997605205,-0.0814458621327303,-0.542298043513905,1.21639943119231,-0.410488306644092,0.771053397128961,-1.38039280218129,-0.640249165622064,1.89977209523316 +2.40488931679435,1.94353631225286,0.581731788354472,-0.0701489751605022,0.335586346053519,1.81497225009891,0.833601831150127,0.0796592187241347,-0.428543654166174,-0.236393160853114,-1.01200015086397,0.326105424011093,0.407877374067994,1.49007105661504,0.233208226380475,-1.50349811706554,1.43379203430255,-1.53461398001452,-2.34219839845443,-0.450775846576375,1.3040851655266 +-2.8492992929538,0.737213733789873,1.2082825150627,-0.764480443946702,-0.0118570451240277,-1.50853240452935,-0.757559487445853,-0.22303950099935,0.911056790649077,0.457641457338026,-0.0592870190553202,1.24360186867354,-1.03314301579982,-0.355716752954724,-0.338093613409367,-0.580478019098242,-0.650497041971796,-0.497186095130954,-0.832705663769412,0.453103240814106,-0.332005703457694 +5.67597210604259,2.32133393302204,0.970198380570397,0.180046340454991,3.02097053674426,-0.868627613001072,0.591798560632249,1.30598995971692,-0.978869333088629,0.552320045794722,1.01245601270718,-0.252677066521962,-0.420732270381254,-1.50300662601756,-0.753833542321584,0.418921101836244,-0.190310934872733,0.0950263714507799,-1.3005216083395,-0.334283418222887,0.436961520156062 +2.88682386599969,0.34890934629397,0.162388953061996,-0.0100707066705334,1.28383619570448,-1.61790577989434,1.01082174811524,1.22517850381868,0.154135340588504,-0.111723206641225,0.168266667572219,-1.33353087949977,0.316020126671416,-0.33049338636799,1.14585665745635,1.24584101691277,-0.482685732319926,0.514708716586306,-0.435134573501136,-0.852640557530683,-0.142886967576622 +4.65528202966804,-1.13391666127592,-0.325164834410057,0.44761644615044,-1.23049060547403,0.461713975836983,1.0147769411164,0.412424285111539,-0.724345825096564,-0.757346788943091,-1.60238290100104,0.332568984292629,-0.180500636726356,0.588959247257376,-0.02360556751004,1.99802475519105,1.0025865190517,1.4011869902594,0.635948318757617,0.183342017830485,0.633754398527738 +1.94665609615782,0.421335267904323,-0.173139475298525,1.12751500435798,-0.00624596075664515,-0.364455787411885,-1.80957456101311,-0.938752183567021,-0.597073479510091,-0.599995489418525,-0.327704339562159,0.751207191781414,1.46405957617204,-0.000546624371759647,0.252261418537954,-0.0621811789588789,1.35726053704895,-0.178540278480295,-1.0930699689583,1.05233026045317,1.24868185850834 +-2.05349352941097,-0.924556256814186,-0.599860458046961,0.33896416958731,-0.349137937914049,0.485949282620341,-0.87999478499283,1.06425909196146,0.375517539093657,0.999035183294135,-0.911200602065283,0.663654588979265,0.928497745150582,-0.6613411572944,-1.30054106232584,-0.192960023468315,1.95223364373505,-0.113352757591721,-0.457582768176191,-1.39942990874793,-0.0563954644760859 +-9.54784998804415,-1.00706236611934,-1.23681793211227,-1.21888213084288,0.714129294742643,-0.82830516193792,-1.50201838741503,-0.110765104016281,0.41151162924351,0.664391744023799,0.566654595893391,-1.58562685956415,-0.109753481782011,-0.246695481668026,-1.2036920973959,-0.0322331506152349,-0.730555493185678,-2.18328571367023,-0.458990257426948,0.309292170773872,0.279228712658446 +-1.86618401333274,-0.189474330103611,-1.02788269793717,1.11136000616548,0.337581724114076,-0.20501115345912,0.764595381698748,-0.591175706556628,-0.89431621966342,0.404495750856657,-0.809740507966424,-0.968379903303458,0.798520718553093,0.307771975106639,-0.213749256485824,-0.916407577083065,0.486688307515409,1.23243721878794,0.881241723720384,-0.899103617037187,-1.21919440815272 +1.77243401177988,0.9339167001786,-0.205723471340209,0.435495936455428,-0.312156206396752,0.960376798854856,0.837814413416549,1.02267559980874,0.413762466015956,-0.608205568160101,1.00545259246117,0.775504744040741,0.587342304665574,-2.21515609314524,0.0740295115174439,-1.43944955494933,-1.43513862711871,-2.13025694583047,0.555210232840544,2.21403810080246,0.565940125723226 +-4.04917202364113,0.343909999577983,-1.53274436005802,0.772647497286901,-0.766270124505502,1.17606106984178,-0.186458087908194,0.523637234262319,-0.340065522692477,0.693539721053979,0.109977958215419,1.85132832944052,0.0937006331713867,-0.234030726311805,-1.15190801331907,-0.823244947023809,-1.94767988189278,-2.61441616066894,0.995285750829912,-0.480235554087841,-1.09907044647101 +-1.75748611824887,0.814020276463554,0.623322154380955,-0.797009650911712,0.547101297364033,0.956161742010966,0.401327597879811,-1.44856700521335,2.32507266281768,0.703858701276549,-1.90711664505879,0.454681296932799,-0.25935445510904,0.873135275646888,-0.841244837513514,0.0965447541207723,-1.54222063697849,0.247241035841547,-0.195190077537987,-1.30996180958449,-0.779084067707606 +3.95712106673448,0.915341002280603,1.53659516754776,0.344037023923808,0.996768429995801,-0.492031665103813,0.240489504038439,-0.875753596542711,-0.159629328591311,0.32235254829089,0.467549138112571,1.40417935318848,-0.0180922609269884,-0.08280856396587,-0.3181350191087,-0.0584349658500055,0.0577015778210544,0.453461405333269,0.411571122069436,-1.3612677292543,-0.312692383847134 +-3.71157736945212,-0.171852130422256,-1.00686724294164,1.1646809842874,-0.789371427497622,0.475808486217232,-0.132586048254798,-1.30203058002527,-0.183661842007838,-0.75846883537735,0.516173220832052,-0.263416200312319,-0.951480975078978,-0.789406865679959,-0.0382470121256535,2.60916922523901,1.50587693245191,-0.588755814380398,-0.288876164697882,-0.779686638309514,-1.01347118315117 +-0.435062488275453,-2.40223111360906,0.711489654035451,0.556720598257269,-0.0547414277584558,0.0796970787360319,-0.247488057212945,1.44767756084423,-0.175494645971413,-0.394926759314354,-1.40321999058201,0.535259745007812,1.10334849113318,0.196600450298591,-0.315918219226143,-1.45407445676732,0.108816681556271,1.52305537278507,-1.39240687540016,-0.285097556348222,-0.145661817292508 +2.26500257297719,0.795906851730836,0.688291144992205,-0.823519891926677,0.612259667075444,1.90953588782877,0.911843218262706,0.647400308791373,-1.02274329613861,-1.70818818411609,0.250881606059547,-0.972867183984893,-0.24350779626659,1.90504448477343,-0.548253103572485,0.296686988251613,-1.14745829832358,0.152757262764414,1.69287130613767,0.0827599867152473,0.616594869768549 +5.48874176823929,2.16911586935979,-0.355954192468102,-0.00560691463507148,0.127631982384267,-0.11898104540041,1.00225872239385,1.32336205905714,0.784077763517316,-0.121776124807371,2.08126363156756,1.40063975499919,-0.704432328827741,1.43568294243569,-2.0466767027003,-0.954075089789843,1.42674805383451,-0.22576797480472,0.0554057822728921,-0.663396594635881,-0.784525464052877 +1.36888569359992,0.0583834994596872,0.266310038392491,-0.600108622355917,0.743369680153126,-1.22036255586488,-1.03462589963391,-0.771751818653317,0.164167315156545,-0.393598787140093,-0.791601117262867,-0.783395320095803,1.60236850242404,0.4550478662727,1.18485277325494,-0.597770514965584,-0.519413298455276,1.38281462135928,0.357625178077231,0.704303076970007,2.44781218133641 +7.06851482589185,-1.35491444952768,0.863579899309648,0.0688915562612131,1.14956079501527,-0.880418536183014,1.60547554451253,-1.27819077067115,0.918667602811586,-0.292635113552818,0.096867077786975,0.156063189082821,0.967207572837922,0.728370737744622,1.50113684843077,1.17247917371924,1.38053929259861,0.359006166598707,-0.565676379610298,-0.0343561496564306,-0.146710463791197 +0.0325713658557052,-0.36755076555405,0.946342709820284,-1.20965727738012,-1.21819998180233,0.328972580259819,-0.306546395608683,0.110913784044347,0.288232507839892,-0.9240780971088,-0.393129890647542,1.32503085825772,0.412765330189709,0.837878468436679,-0.659336834390389,0.390288883670862,-1.39005836874921,0.539554742163722,1.23188832942768,-0.934945416020944,1.09381428730948 +2.36113384553937,-0.934517579155246,0.574816905719864,-0.539722083958306,0.325427757385079,-1.28380068410028,-0.780370951280413,0.440946046963498,-0.432294752930732,1.04977400138949,-0.313022876555387,2.04361543583028,-0.414393040391655,1.64398951061892,1.19817451016388,-0.659236195046863,0.205487875117577,1.1152475989175,0.204173484466624,0.443455742719605,-0.588410671979153 +-2.14092838936354,-0.0416392200716165,0.930442005683728,0.420146452123256,0.520393028465995,-0.986333980615703,0.717414900476634,0.938575362598494,0.513448025014303,-1.62571000289068,-0.149119554231812,-0.789046642680118,-1.19290023951384,-1.66743946893088,0.627664079901609,-0.895400933222494,1.18341944242462,0.0493368783310399,1.34292326712958,-0.697804098210733,-0.914046895449647 +-5.42525483524029,0.676112005556641,0.0307972198544573,-0.836423273420041,-0.107750194810558,0.376622196093934,-1.68978501305764,-1.16726134669289,-0.0819662616983614,1.01038646364877,-0.314677525458176,-0.867869623070459,2.12463652638403,-2.28036967217735,-0.617595776326156,1.33849698231512,-1.48954633663932,-1.47834001520282,2.06406052816055,-0.948202961404137,-1.18329283974891 +-5.30114681343588,0.86643614680554,-0.382313201735752,0.0555886937572579,-1.56771171091007,-0.172693870563507,0.897166247079943,-1.11378941035702,0.505160847719446,-0.161247659650006,-0.105032827268715,-1.13160420842062,-0.736028584965324,-0.862294958118478,1.59337082476809,0.539876699060516,-0.400209257675889,-0.985780097473181,1.3352856377831,-0.525573140080048,-2.57982447172386 +-4.73618862095483,0.235175024813313,0.430652520642127,0.120176236685712,1.80290067677883,0.937322832176287,-0.0772294523411861,-2.25823030566407,0.461488996811057,0.324494647950253,-0.777392999796819,-0.93432120661764,0.667438441425489,0.145045113160262,-2.47008874436824,-2.66114254021562,1.90983443502979,-3.0133896808441,-0.801898146005872,-1.09863345427467,0.409957628160989 +-6.12420314128184,-0.933970133276432,0.767296467484015,-1.55266080700258,-0.379013631318981,-0.033050700318971,-1.35044399029234,0.427872918887254,0.844713419097751,-0.0888049999644898,1.56272160272131,-0.49762410109378,-0.534343430625425,-0.157101578111347,-0.27486343481385,1.50030817084329,-0.154001119361316,-0.473289595395005,-0.992994371000866,-1.51038681482247,-2.67102162021172 +8.22567744152823,0.813252167281602,0.0997677841097334,-0.642175196552326,-0.0458811100119343,1.80007426514323,-1.31844629093332,0.821689040082756,1.68672878540145,-0.312671493183527,1.60314266682859,2.35824842953531,1.81600768086396,0.602153525362335,-1.86749964598747,-0.594974379498277,1.22446561896987,-0.623935184957477,-0.960588993119297,0.31501162291505,1.49795691538127 +2.12883991866495,1.34831855513005,-1.05063085794806,-0.775505236630683,0.815684953513307,-0.373970390055627,0.0483321380687244,-1.55712678653177,0.358724819309113,-0.240072885369303,1.53977780881639,2.37185182786577,-0.255107992482692,0.36468084938677,-0.538239923174539,0.166882293907257,0.406360231352394,-0.180714146547871,0.262631944412585,-1.21318254637622,-1.64554707118533 +-2.16291583386752,2.25188277593107,-0.374142674378501,-0.425495160332594,1.47420825428111,-1.31187261178355,-0.84666415939363,-1.02313872586523,0.179728129373792,-1.61608627408528,0.700226272785396,1.58714107074637,1.60936521242556,-0.842356011615439,0.559702014671362,-2.80452116478038,-0.797857328945377,2.03119554305102,-0.617994494639261,-1.26880663008246,0.0749883580991437 +-0.0641271652751763,-0.493652434465923,0.859800372081879,-0.191617636963953,0.537460199002445,-0.273905560447746,-0.0311659591368126,-0.912402524071249,-0.051918087603122,-0.414649524210534,-0.534567464469292,0.545603647028721,1.87574065314572,-1.3459322046203,0.214493474012543,-1.7765223671689,0.07501315477896,-0.0509731192923281,-0.209105654282126,2.24287193406015,0.205540875106119 +-0.268407453208189,0.474092599152496,1.07064292887547,0.438519652307337,-2.17569474580623,0.369974927333308,-0.442901460539131,-0.813501214633875,-0.661323100393027,0.101482645798901,0.639447033060512,-0.451700897564927,0.409637629520087,0.649998882895129,-2.36777299734896,-0.61645843940581,-0.242262080285584,1.40681199532677,1.32389898545244,-0.257374850358516,1.14210115512393 +-8.62497693316964,1.19369166611409,-1.537529500058,0.315181743453672,-1.33083371390849,-0.84041102361003,-0.128688181554178,0.151996624612839,0.365131210604754,-0.408719342640123,-1.5633128864002,-0.653746291095567,0.00573406523808428,-0.951133510443018,0.858578700915276,-0.439340358127715,-2.15897502462978,0.15098414337681,-1.85260886317152,-0.635807751398283,1.21872151630374 +3.28071406413712,-0.116395471522116,-0.471892108211817,-0.607686765722038,0.0619657527620688,1.15431389317514,-1.11374688719683,0.133799074360018,1.15659867419006,0.462134481382957,0.353857676095709,-0.405902059986292,-0.357385363788399,1.1951309071877,0.570094968996031,-0.408659702703086,-0.284155298656363,0.158805675321409,1.03554555025559,0.698543915883437,-1.1065748321104 +-1.95752715229218,0.524858555768479,-0.0427538109857033,-1.38001043129225,-0.316263833750286,1.25709795050716,-0.0467155997028054,0.1802798420742,-1.11208625442426,0.0703853604607765,0.385114375581071,-0.428909254291644,-0.354382732511301,-2.63398538090264,0.799866722695268,0.177363585861576,-1.53988783658024,-0.458429693987473,1.18728562468243,-0.0538701131988544,1.34404631019929 +4.38840589846427,0.214421481278423,0.539995401510377,0.816648549170951,-0.0453223565623964,-0.0198877582457667,-0.831330613137319,-1.16067170020924,0.0249931032009281,0.541686535832038,0.846258183001094,0.6652742334023,-0.0432258937807263,1.99975896352142,-0.678831631874379,-1.54768768678754,0.728507704556587,2.07192258461806,-0.999500891212215,0.0610791376707306,0.565393898522516 +2.26163987483549,-0.134449534536861,-1.16308871065453,-0.129798083962684,-0.703988660108295,0.363201840759385,1.30925982353064,-0.0421597567667359,1.69473920023329,-0.0690216457167363,1.56862764051525,-1.05250471717596,0.111930977543564,0.475947399341233,0.396453195258858,1.11622919727118,-0.692344331994464,-1.54290700743749,0.658619290577509,-0.662983491469447,0.0469894960485836 +-4.89012541961215,0.168509102875034,2.01702533763658,-0.370551633892227,0.489680513795958,1.53278640754953,-1.60880259826266,-0.0343939479046574,-0.277165520979405,-1.15681012609487,0.466041915714913,-1.04654035985511,0.36317668152162,-0.160177431989864,-1.47658332903451,0.900866391108842,-2.04276964106671,0.0640200940275373,-0.110129610480816,2.15011194644746,-0.87418373064447 +7.93132813565615,0.964732769529999,0.478088566727383,1.22732032587273,0.161719162081712,0.755797445378052,1.07456584225467,-0.664639980158998,1.08491345587668,-0.495061842709084,1.35901280659091,0.306048014807672,-0.611504606443233,0.176771456951242,0.288878569528916,2.39312567939457,-0.470423351435269,-0.0907447031701293,0.0343638505035301,-1.40839082552889,0.435402527596536 +-3.05209810999793,0.408778914004396,1.23057175744474,-1.69334378123209,0.923451752201671,-0.49889987891,0.616348943091658,0.441434786384916,0.160856919384452,-0.425109357105252,-0.901889519551572,1.19417284379986,0.138599027036947,0.34016996726703,-0.740951629209777,-0.265382776266347,-0.680016029912498,1.01036699899165,-2.56713645267046,-1.44269904194591,-0.49353256753905 +4.6521121301636,-0.466438215174507,-0.349276804043033,2.13827262138339,0.730869648167276,-0.0278657503767946,-1.4213524563107,1.31832548271269,0.92337102931613,1.67325921504009,-0.429856190794786,0.835171250278742,-0.464158329674639,-0.518444444255657,0.191388811015984,-0.222837699410096,-1.48568940816975,-1.20250569087282,1.92915670135833,-1.00434594791599,0.696167367132802 +3.35175646934193,-2.23978297582177,-0.323194072993924,-0.809044703617878,0.232107807123917,0.0445778372127956,-2.41071702543975,1.53851213418265,2.11167173978647,-0.22837570097263,1.44279175799546,-0.398983442196238,-0.0254246178221213,0.103814013097492,-0.298326249475506,0.102453495074305,-0.765391864261746,0.261756962540789,1.23253414792221,2.11503796432531,0.192506392301836 +-3.86339895185249,-0.795063185124836,0.561864028042069,0.247767650316732,-0.363464471893894,1.61036311970738,1.48427927848284,0.345440327147734,-1.70963181359571,1.16900934177211,-0.990537783740416,-2.09355716427271,-0.416526763582699,-1.72595103397135,-0.44237381051762,2.11785947863776,-1.26714207163106,-0.375759697724948,-0.700879373002008,0.151556579943762,-0.881820320933321 +9.15249094687146,-0.0199551173436351,1.37098774207264,1.85244214069007,2.26538097252942,0.54361514200332,0.020330600984622,-0.342381969286616,-0.996918472727838,2.75670210579304,-0.381104809694372,-0.453729010328425,-1.97411713409039,-0.953227571891927,1.05071395269529,0.321674942217855,-0.761510737438834,0.362540965981137,0.230597589159532,2.12477036833089,1.11560822337778 +-3.30233485541152,-2.51442512196431,0.789891630184278,0.258657589308511,0.290150565152261,2.14467380349282,0.367958573659053,-0.314216151079101,-1.49353086859916,-1.31663956529952,1.19677337991788,-1.45101209454875,0.0717346951277794,-0.879188704298994,0.354808427865638,-0.891174944236967,-0.701728368632086,-0.653932446163675,-0.0321065557756055,-0.129150206302005,1.95206591049411 +0.468077277591594,2.21095203169735,-0.481103218665673,1.76628634328154,-0.197283622946493,-0.0351643631575471,0.373465389707417,0.589900506934293,-1.36547903643101,1.5460943665709,0.557553142624872,1.2355960429684,-0.297021639850738,-1.48065170424682,0.265353216340739,-0.235032003679426,-0.0715459307862863,0.412495768587499,0.379950977044069,-2.70518021489921,-0.959604909694213 +-6.0934466743168,-1.48876222991277,0.241244585304064,-1.29116543794713,-0.603522787356112,-0.885636221595703,-0.37884160176432,-1.00665851669571,1.27553253744265,0.627069160181345,-0.363523599031203,-1.73351911406107,-0.165910020239711,-0.0303145497141504,-0.230464637837698,0.35767191258738,0.780730608286739,-0.454676317577532,-0.156408261329061,-0.968742584083498,0.914117411285991 +-6.02471355937866,-1.16075187561923,0.525269693403384,0.738614815702878,0.142739373666106,-0.240187170435285,-1.96366193854199,0.786829649366513,-1.49784891214901,-1.21604264762259,-0.877028679675856,-1.6750725814546,0.230484448965144,0.565192455138469,-0.235737722140656,-0.421457553348561,0.628237304844378,0.249642716895248,0.297544353215068,-0.402249656641419,-0.104731116932304 +-1.25836874970946,1.45773822495573,-0.112033700022823,0.014277952120204,-0.0130908681486313,-0.625449943338085,0.22698882925064,-0.484443813825006,0.94589472081843,0.033371907633047,-2.38397146533561,-0.524664861246329,-1.11063706082784,-0.258475076917359,1.08449123916617,0.00845110204667246,-0.865972713055207,-0.119452245114602,0.414305127304803,1.41999596242414,-0.249930108112842 +-6.30726676249416,-2.18987594871999,1.13519333150451,-0.163585457160554,0.562754396006584,-0.430521370783446,1.07218969186683,0.116837828537563,-1.11677645954289,0.392385079293034,-0.609909983933378,-1.09924467335842,-0.746422196732907,-0.895312981502723,-1.408447501934,-1.77919055682015,1.14278303648427,0.7348156127882,-2.48136838025839,-0.473058753274044,0.240506750234137 +4.90938237881663,0.739062681128372,1.42726055739167,2.53901850156336,0.775854828520651,2.10595160252405,0.0656138038330881,0.0809905146690414,-0.410121528341322,1.45343773600443,-1.75428673768854,-0.133506204055009,-0.195872181766734,-0.156680697288311,-1.59415205583914,1.03749132924155,-1.33816017395913,-0.210623141510604,0.462250935491092,2.26334296445856,-0.258058578907 +1.42412778657565,-0.344008768542759,-0.21418059999729,-0.0329316052141139,-1.82917086836516,0.975727516723705,0.721832693177085,0.568566419612442,0.838547059032495,0.643480327013654,1.56623902693554,-1.71614927835784,0.177821828799683,1.46186473076478,-0.262148625910479,-1.62525328457369,1.63578934505131,1.9024168346856,0.693524151299923,-1.5368167803745,-0.784289599407023 +2.38963437111864,0.455876741511694,1.35947220174966,0.0715169511314701,-0.384116648208953,0.272742915515737,0.322504124192066,-0.131600426678014,0.850292456935696,0.310802907018085,1.02456072150885,-1.7374324157336,0.304619763160015,-0.604137494753703,0.844486794224083,-1.36681636911002,-0.233988109025149,0.969795819276621,-0.557692272094489,0.0164981867139943,-0.497531675294992 +1.35359235973202,0.878110262544797,-0.952310399657322,0.558826363184943,-0.64834573551309,1.14869141985482,-0.213397447506482,-1.3076591585074,-0.545139633505759,-0.0140106900371369,0.723857756470269,-1.21238435375244,-1.64163751456071,-1.2403792529231,-0.501071012007793,1.57518573190251,-0.452246021499725,1.11158409668387,2.55225744362598,1.64550533967493,0.62275225404941 +10.9948081427555,-0.958463922912324,-0.698009366963202,0.215565316557875,0.578003763823734,2.13093709318782,-0.091046808138515,-0.12496401511818,0.906263129272509,-0.00983663565506216,1.46099455658896,1.34334320561936,-0.414070451121797,0.512932306465748,1.32726812379763,1.56652011146189,1.13031105961459,0.109115488921202,0.704475096031063,-0.0127358108145206,0.564508909656543 +-5.29657459205006,-0.70584484574861,1.69400611471811,0.449204685791993,-1.92370969026642,0.286106206111977,-0.605534590934336,0.0443324432544995,-0.738757446641161,-1.33900702758224,0.568219890639781,-0.0392473264560807,-1.31236205853995,-0.895614491910684,-0.346855113555051,0.0332858344192564,0.803524206786021,-1.35609163089932,0.0404436930427291,-0.847685520175232,0.069361063397208 +-1.50788092741738,-2.99694930322778,-0.459360506157506,0.691037728801209,-0.553215471250662,0.2226047981626,-0.720157233044604,0.812668453094866,-1.1977950200617,1.88806598112843,1.1342855355427,-0.888226897620755,-1.27374608317256,0.49825437600216,0.596361278559115,-1.14885966696889,-0.394735996659594,0.542690009116181,0.228001779141853,0.754285085866364,-0.989889628484398 +-7.96522628139254,-0.961052324044844,-0.571059541328737,-0.719290804884098,1.00192748376636,0.000903241938138431,1.05004404461456,0.0329294923292292,0.798147222644379,1.02328175109367,-1.64864413049349,-0.896493812323948,0.392367181382222,-1.47163547713796,-1.0431998400159,-0.542844296808655,-2.18519638864043,-0.688349928869076,-0.328151290980299,-1.52470869969186,1.48627752006567 +-6.81668709566512,0.380188253916704,1.06059230428065,1.40629832948209,0.192550553909528,-1.71658148195873,0.851974667638406,-0.684864995523008,-1.15090077920767,-0.949823820822655,-0.784529634078606,-1.00521241561574,-0.0551402056706388,1.10367136569729,-1.02941737350075,0.0742494955101159,-0.459810537381986,-0.17496331577365,-1.5036645884312,0.071653919335903,-0.862351740834981 +0.675975967790984,0.505067589582035,1.71849097275883,-0.985056890693141,0.258319513233907,0.249759792808016,-0.286581989569713,-0.259822513219067,-0.411352846520877,0.61210061095836,-0.182039930699676,-1.06070895865529,-1.33034639474902,0.272794806308011,-1.26832867253436,0.0991441985904553,2.52022634634368,0.628134827990093,-0.696110779329083,1.76873362500018,-0.227546766942083 +3.03459009476325,2.02705600379976,0.950438194837504,0.0769554547599924,-0.627419793317285,0.400280863858756,1.18810927131094,-0.498674946327404,-0.109504570511502,0.161605240776875,-0.67555744592928,-0.194350756326076,1.66548034067583,-0.358975588275521,-0.147440821117064,0.453190101551784,-0.292125390610023,-0.85568196920027,-0.68880982450513,0.387225585649072,-0.462090878889916 +-10.2653434263457,0.0646270287396298,-2.41539950360066,-0.757094120386471,-1.41644616542488,0.0296723300594156,-1.98276704153092,-0.978419201826868,-0.308706669879238,-1.87083398887016,0.0524743027241255,-0.452022167169588,0.218599566699905,-1.84654279956469,0.94418406059251,0.481745906503667,-0.804091551284808,1.13189996598309,-0.155603360599307,-0.18606223792943,0.396423429704326 +1.98787996535105,0.463658648401867,0.961551517149607,1.90165271605548,1.11184039465203,-1.23191084045813,0.80147651407518,0.0493945495848887,0.551492984885499,0.0616514714296517,1.10550368831402,-0.623904631816519,-0.181353119896983,1.09621711185776,-1.48135725127901,-0.928837464975056,-1.37698293853018,-0.455553235929663,0.16152063757378,-0.131543752198675,1.48562993974535 +3.7851400810777,0.0747783326935444,0.492719845236524,-1.30057515327073,1.39151349041004,1.29429965444243,-1.3866244662241,1.44377672885918,-0.519565579769952,0.101359164557293,-0.0786070899536868,1.02301862813717,-1.95885249932454,-0.498395580626013,0.971153183390997,-1.00671489959526,-0.474149526163779,-0.19587124334822,2.33057571894348,1.0939525281353,0.186588558930781 +-6.19326631532502,-0.48683623583544,0.520650995971865,-0.839590596344809,0.296516057299478,-0.635626938145062,-1.2906460528629,1.90423655472382,-1.72640566081853,-1.19215318928962,-1.4749932508612,0.107775811659353,-0.000390582623230872,-0.961291328444575,-0.035494776784076,-0.585171718903198,-1.4137270455035,1.19546006735139,0.641165391970415,-1.01159885506401,-0.727146568293702 +-1.97815221021369,0.748910820862606,0.544025391969636,-1.60663702623216,-0.885414318650302,1.0947802324614,0.779128910334301,-1.17016491797454,-0.6628126706316,-0.481504975766042,-0.441296574810454,0.159627717402048,-0.203967875809985,0.0342079814658276,0.815116072516222,0.377386118893084,-1.55443885011047,0.271438276406444,-0.151370776634034,2.15805916741457,-1.65711235019514 +-1.82387400118969,0.464234580889638,-1.58599968311844,-0.926419758750211,-0.682327168479277,0.214726604832619,-0.89725232678686,1.54580698813813,0.157589393517243,0.765502021453183,-1.17640999819099,0.17610595393826,-0.778820016126604,1.1727281725867,-0.443012982342021,0.0677715890640545,-0.460242985448185,0.906869018714456,0.469536794498678,-0.698108252371118,-0.71923789863545 +-2.05359793914035,0.129420458393473,-0.0338261554036658,0.946257559916953,0.182614837770031,-0.78521981505941,-1.83277021987767,0.425508673402632,-1.03206573350129,0.553548983198174,-0.0349652920963016,1.91278342335973,1.24127426171597,-2.32402126158131,-0.582960424339609,0.210400147491263,-1.05425159033225,0.76994588932723,0.352156660064336,-2.08937781485931,0.835607213734527 +1.17859388506119,-0.815460651610283,0.89549324466631,0.180529596733532,-0.0613060972906706,0.901332223127749,-0.280815815510042,0.851634067379882,0.578712027233213,-0.235446675645887,-2.50836793760993,1.17139165991575,2.31272913378522,0.0666796135771763,0.25658227244961,0.736965551843725,-0.426095471449987,-1.35968683516539,-0.798213621066601,-1.13006202934788,0.111853440069529 +-0.020984217875186,-0.0401504517354262,-1.18252650025421,1.08875262630469,-0.31783295108095,2.33713397426794,-0.159409482223513,-0.872043730197089,1.02978818111485,0.542409106294816,1.1279234672565,-1.73888393798055,-2.02271940031969,-1.04031094985966,1.91043342969026,0.946938897458007,-0.763803017222432,0.0317498492541424,0.350027356515587,0.721730506507524,-0.195035313064984 +-9.13928984171581,0.781416977680249,-1.70514149722122,-2.32211990162813,-0.0474087407292363,-0.339589073736859,-0.495264753657607,0.541765403214697,0.659221469100359,-1.02807424869672,-0.485686030313665,0.00114762027174529,0.689979562619306,-2.82112385534558,-1.03089472665181,0.489457136795708,0.136344015353932,-0.849984960446644,-1.7119799346249,0.203295861832204,0.326600029896947 +3.34368802339292,0.676452747462629,-0.245328373026434,-1.23636718077056,0.681150208160934,1.65376764374736,-1.01826669438135,0.00456382384519721,1.16968911599249,0.0766493946792671,0.455893939036811,-1.30226001615744,-0.967807907161642,-1.96818850449857,-0.00104319533125896,2.63155812346696,-0.0682888886670584,-0.406717598418755,0.307085957156292,0.822439846670576,1.33019360688956 +-2.65512675462008,-0.482652525567947,-0.095056536524582,1.66593797718722,0.205711047852405,-0.00336802130925962,1.48766025244537,-0.236381245962812,0.82883163360362,-1.80027951431784,-1.20680357797923,0.076533487674836,0.230108047486307,-0.114522040491922,0.0652800728728403,0.180041326493032,-0.274408546263731,-2.45314803481509,-0.495404472603852,-0.210643027969865,0.00278626072840527 +-1.42628713713656,-0.669113467963509,-0.492548596551827,-0.749260196359327,-2.76141755526072,1.81233254144782,-0.830937212604065,-0.186214875753548,1.18295069770506,0.166920607964929,2.38607488101214,-0.197570531266995,0.787428455393553,-0.984522719653906,0.98566157989274,-0.50642377382515,-0.682129360549413,-0.579734002509663,0.668373351211255,0.278384395828165,0.704091956848936 +-1.5274687455091,0.512801321922257,-0.450143474758941,-1.10395054201526,-0.430949663683961,1.59790601059509,-0.988195808968473,-0.763264836554024,0.269576811571808,3.48466686013835,0.0661379756528647,-0.718293627478788,0.251749983733174,1.33816404419504,-1.46826367966545,0.492091216225786,0.572396547994625,-2.07215267283701,-0.936869536539557,-0.161166088334586,-1.13656296704213 +1.19966679495094,1.04890992895349,-0.231013246741939,1.75138150213773,1.00722202671021,-0.718108436348324,0.866792959424745,-0.113963647069672,0.36923089465469,0.402556556237642,0.0155164043998973,-0.421583878586396,-0.298741830681061,-0.75777521678752,-0.923498570466017,-0.180302453588726,-1.13667414660906,-1.12118257427246,-0.732311147097252,0.702731710520899,0.543766708181284 +2.00836154700153,0.121058163102937,0.34532113400641,-0.703589894160673,1.84668889070074,-1.46218365975308,1.60330157226395,-1.02895233075617,1.24445302500332,0.730362095645396,-1.90344542221947,0.975893635380416,0.580142676487559,1.27771804750446,-1.33980237198909,0.262854222034902,-1.22282323419559,1.12263992495758,-0.994631709828228,0.0933089180784756,1.0638270116703 +-0.119175187514608,-0.313292885379532,-1.19157281055891,-0.046169017814112,-1.7229724212722,-1.55494267528441,0.0377582530459438,-0.804971335039071,0.681857580814556,-0.0630038932769974,-0.655315320698146,2.13176644273513,0.061000718005687,1.80355165864277,-1.83650318311742,1.35245751770262,0.364912954361125,0.680579949148201,0.879553614116708,-0.105791838008487,-0.534623968262105 +-4.59521044060927,-0.88067073001145,-0.331344898682964,0.150780704797835,-0.684371106163065,0.428345770414714,0.132384398077792,0.0594898220673261,2.24874337806386,0.37455269795743,-1.26104942808872,-0.578079207384602,-2.5882106942299,-0.815486625131961,1.07652480926683,0.35833663247121,-1.00074846347567,-0.126623173663336,-1.35261900323121,-0.43966440904896,-1.03823685817379 +3.87032829663642,-0.419286891272189,0.500743059963784,-0.508006164492645,0.0798337440613353,-0.99935438903887,-0.461061276601325,0.750633477347134,-1.19855504018314,-0.729610883808769,-1.60339838476237,0.269876355745184,-0.523352803416369,0.411462245840526,2.0587373076619,1.56075455614661,-0.55165423763368,1.18602965720295,1.50924109005693,0.963164102690739,1.72185324748994 +-3.64039534353069,-1.4827516780218,-0.173476624504503,-1.72661037587014,1.16090905922952,0.437710363801679,-0.676172275105405,-0.0798462338549919,-0.762675744033661,2.32150203176236,1.52812782579508,-0.148153630382825,0.0171807936098921,-0.945324972894581,0.0557669886576659,0.533776994678359,-1.21015020634754,-0.876602412166953,-1.46457248123899,-0.070307168450046,1.08015334943471 +4.31829291194331,-0.697318199400121,0.257239540889863,-0.395426222913339,0.437650678775337,-1.74295419515241,-0.431381303667661,0.599007435494908,0.804109109941976,0.27515936077262,3.53272348885985,1.45793712498922,0.0390152011091112,-0.946915864427865,-1.06067933272058,-0.289734797023179,0.639659336876884,1.10087430474872,1.07924782136106,-0.362601510960977,-0.0883241610825354 +5.68317519194932,1.13496508865819,-0.618827082103042,-1.41152188305958,0.857634102381796,0.601091547688244,-1.15955742825151,0.795478260980235,1.42557255362316,-1.97900793129089,-1.62209792347906,0.38065869904624,1.26512397983077,-0.342554807594437,0.484979583334953,1.52166433575251,0.341140263348707,0.147803955722202,1.69827813089577,0.715681574077572,0.324113234617347 +-2.20609618206326,1.11193184503695,-1.10942195506102,1.08386965685476,-1.62539514922114,-2.76711577750607,1.62491011420501,-0.109230439864385,-0.613231468612968,1.04893702413576,0.189709578100466,0.0659732605589063,0.5123214500612,-0.478225029207006,-1.20299598374965,0.94389646490365,-1.75708292991263,-1.2864491189831,-0.0654064938810781,1.4276169141785,0.465952875213311 +-4.56490108861206,-0.870777633605343,-2.17033522782815,1.17022235094932,-0.23427831092158,0.181523061995121,0.0157082963259715,-1.45626952965616,-0.59098638156053,0.473464101356736,-0.276631195530699,-1.42280974550306,-0.805740038134745,0.0462290612339697,1.13273460180152,-0.461534576437562,1.35298313320316,-1.85064239598843,-0.0817376096792571,0.348314377255336,0.69335319571207 +-2.70845437956542,0.210731585072843,-0.031303067810319,0.294754539964592,-1.03265445039147,2.26188714650479,-1.3459871285798,-1.92826438690726,0.032131106846098,0.188323568724421,-0.184728542742854,-1.39844488969137,-0.0747943201847304,-0.470414091448452,1.23673273793005,-0.0469397339824612,-0.721184320313093,-0.724461970687672,-0.330258508162353,-0.779169838885076,1.40485098133623 +6.53849460525439,0.0693956473744585,-0.260398475046864,-0.554427662566017,-1.14114121710094,0.711971304903709,2.27315173809193,-0.110846774144498,0.901450779660156,-0.153883552921532,-0.19722625188675,1.17681282350242,2.7949653992539,0.511882120409525,1.62631104732319,0.039163968445779,-1.77477594374834,-0.289502410559654,0.479936457800984,0.561147671808492,0.535241755370666 +-5.44695574477069,-1.66264885284192,0.534430472141605,-0.403440689282574,-1.52193690165246,1.15727274483783,0.12201382008204,0.550051902966464,-0.724396589051299,0.0193355999763334,-0.415188104700225,-0.0344034580331797,0.93508363384961,0.337684947029677,-1.54629087589932,-0.304324184470243,1.67589340337517,-1.47024791072447,-0.74737818106527,-2.35065063910262,-0.534583167931749 +-4.27712875270068,0.81083998017723,-0.559439365973233,-1.26812321935078,-0.754891944551621,0.250971246207376,0.747056967517687,-1.61669554993226,-0.963658443785748,0.0738850719972106,0.155260186564706,-0.217643199029612,0.877512180050592,-0.939132606090296,-0.194915606893702,-0.911761570058893,0.797655180739564,0.784267818042798,0.63671373760587,0.302013400202413,-0.70750062827773 +1.06427230234547,-1.91234579604708,1.60837018511734,-0.00913843754011657,-0.466761913116555,-1.09914106295398,-0.94888585119465,0.179806086573914,0.729838164542407,0.705288256042661,0.190203979494989,0.107682294338396,0.346089265201229,-1.22353980307955,1.54256476115266,-0.116838983480468,-0.688522477586666,0.849851259147143,-1.82925960161377,1.53843590795384,-1.20222372908048 +-0.14762969600487,-1.24675342879504,0.556639750082132,0.341759322512972,0.0590848521877768,0.372423489145914,0.365596699121651,0.648243668413908,0.0567970911829919,0.564661077133281,-1.35809811643961,-0.38418719432053,1.06820642385475,0.808256626088506,1.3682841250727,1.35658497064416,1.00475647425728,-0.00610011129719127,-2.16524666541649,-1.92897307001039,-0.564313568825885 +-0.988059051306464,0.998154445057314,0.185622477417712,0.394039668241633,1.41329823864582,-1.78435004066607,-0.134646620000735,0.240493389678045,-0.984503083111259,-0.928588702402133,0.292673442876342,-0.11273689155408,0.490271677929156,-0.81792870306142,0.485059710329328,2.15251458062635,-0.537475585312176,-0.724465454268283,0.967186090956326,-0.602262953826675,-0.0792971145861776 +3.07415902830431,-0.540872744514261,-1.03940830591958,-0.762995511643581,0.693857111933662,0.499263641296087,-0.890021056425854,2.95057552899655,0.549365224533713,1.07016152667937,0.459729765589241,-0.308315492613747,-1.78292088140814,0.106029319149096,0.693811617732355,2.2820837868072,1.26788630678786,-0.793949919201764,0.228966815600663,-1.72695409802672,1.13594700448373 +2.59850418213844,-0.216375790780247,-0.363382042037001,1.49032801548977,1.02706867634206,-0.37971578722678,-0.896657130189194,1.9566580870691,-0.301557786727548,-0.711390954522453,1.18822506198742,0.415192846618416,-0.416658471508408,1.32285684318245,-0.901708340025048,1.09155158101794,0.0398500433145914,0.654270477277349,-0.953868009274009,-1.64300546307402,-0.387479697168076 +-2.8620133102826,-1.62193729284198,-1.37689058298087,1.15453962585253,-0.913285140428626,0.27895348740237,-2.15343861171778,-0.179995985532126,0.755500459890125,0.322528042615558,-0.7705950303862,0.756525191747033,-0.0124461335037264,0.182110984594583,-1.01071406765373,0.879026212439982,1.26861260316301,-0.404641436312818,0.300008978657139,0.0792893141325845,-0.974241007534526 +-3.64793135038209,-1.45096396539936,-0.535472738709146,-0.856254000056336,-1.89569334080671,0.0259713715564676,0.891198707301993,1.16357583469293,-1.57030365159583,-0.261442572222063,-0.180628694978089,-0.342897497697382,-0.0424839257799635,0.193589621925187,0.209848835508341,0.632023777681511,0.487631291915271,-0.937911422285059,0.411938076110013,1.04790171505931,0.292200251651901 +8.06073137732695,0.35090973068782,0.274834709674082,0.571068724519737,-0.26223130224087,1.34252439327428,-2.21498197615252,1.87935128967224,1.06799519963736,-1.28603031481324,0.353255853824541,0.193332037148858,0.435444638549132,1.25901202669386,1.20426991354394,0.92877260679071,0.817178918165876,-0.218153842343162,-0.447405634696582,0.522758968434065,-0.348032404166359 +3.17654340404642,-0.174546928731224,1.31569555144305,0.127532621810631,0.554654624249306,-1.68496252946662,1.16933991602381,0.57443920075206,0.891258228765038,1.40927158549599,-0.69064816312652,-0.55759182920137,0.48187561398667,0.823046535712932,0.804513787939179,0.720213081550585,-0.256632260282926,0.124303863979486,-0.592799158320619,-0.68935516348889,-1.57022479157278 +2.79141364604456,-0.591428470216157,-0.170495811093392,0.847001625381777,-0.474006039498348,-1.89403425963694,-0.375863739395927,0.617500738872554,-0.2094389002363,-0.913547681454333,1.05935461650414,1.79258756610168,-0.200823129600287,1.28314250941044,-1.38473817117255,-0.278570266364177,0.765265776749818,0.151554436438456,-0.985766775274546,3.80132259754217,0.223297748815716 +1.66271717656005,-1.33402726089608,1.44695364696722,-0.777491954385719,-0.0916550100703226,-1.3833026973464,0.396393508801519,-0.211383945400282,1.42502168783664,-1.42962699444219,-1.08856368647506,-0.515520098915298,1.59065893830878,0.696385391114675,-0.668849808385949,1.33903470162066,0.900799893726156,-0.535161852940088,-0.44328074233161,0.987463935867946,0.295725181608088 +-1.05817315066582,-1.09729850119228,1.64721350504056,0.861561134546914,-0.985609412820819,-0.837277972108363,0.173172159659428,2.00999359537924,0.89429274025026,0.556422300099881,0.942599358083884,0.618042172744301,-0.1712891220411,-1.63937998112208,-0.490941525555125,0.933990919513362,-1.38873425949742,-0.220963337305059,-0.650274592865917,-1.10530952630873,0.505039363209915 +8.28996623526596,2.03610360936432,1.0134914277516,0.890805853427837,-1.27842071930157,0.00256628968204312,1.45199978726471,-0.694480691311941,0.163260526929415,0.448892810631534,0.486514096737221,-0.449417391199247,0.469013992811998,0.544558364168789,1.23508792466859,-0.83121730038531,-0.738117605652849,2.25541519426441,0.974365775377806,-0.698976541695252,0.0548309218249715 +-6.13742493464933,-0.326489593374826,0.0531912376296632,-1.90134246915386,0.608528023969399,-1.77304002263773,-0.336440045903474,-1.30122654332424,0.609632305437528,-0.350171493675866,-1.90913451745373,1.10193252523805,-0.0795609212700491,2.47132338401456,0.565465405143364,-0.49368200591262,0.574198839539742,0.930669559438583,-0.47036756995447,0.113479793464879,-2.09714613183378 +-4.61875173770524,0.77400521202148,0.993177208271887,-0.477390964228073,-1.03063949062209,0.999676332527322,-0.151070097992031,-0.290271283226762,1.36486372715981,1.35689369473819,-1.30917458663158,-2.00326591805341,-0.308199965775885,-0.481012048978735,-1.9273410652772,0.85977924313245,-1.36273900717897,0.32985134113163,0.100077708069832,0.384206373701642,-0.776749506158194 +1.8077750026065,0.78500640067928,-1.65779075074551,0.369655161287667,-0.262970865842816,-0.254025998949579,-1.1504712133167,0.153426467754324,1.04973808579077,1.3878501123348,-0.605026410430105,0.536369033060791,-0.789887041843689,0.973899927228433,-0.0499534337703825,0.0912341499662354,0.402841299391409,0.202990470270254,1.23277560018193,-1.11475162664641,0.786739107735137 +-2.64709663951599,0.763246080345894,0.141984700266777,-0.396056352660171,1.31020398066072,0.769222424789928,-0.0920287060244269,-0.401407979434088,-1.55758465190498,0.235264934214,-0.0534290608058193,0.746349186164438,-0.497809660356507,-0.533057518378813,-0.648325043628063,-2.54322183585802,0.642490225080117,-0.652841277591518,-0.392653845418145,1.93684891739638,-1.79186642713548 +0.813702021277708,0.294808759565037,-0.673173878521522,-2.45172006875493,-0.419293448880641,-0.102345029548564,0.333741339745167,2.08173311281928,1.93813461477585,0.0877514131605108,0.095269813464672,-1.05568895804855,2.15601506772382,-0.0998724740942779,0.810685815738503,-1.89738359650044,-0.567872056536083,-0.332208861133419,-1.08775934596805,2.31375856815488,0.442512821957475 +1.28046520761715,-1.25235592417266,-1.44189555080687,-0.675560286120942,0.424196683161426,-1.49921375649669,0.458821321645465,-0.578582102509145,1.45342298769143,-0.249422456624226,-0.743925025051045,0.166874240294729,-0.0394339831401137,0.0454490439375154,0.902993769625379,-1.12941705696662,2.29947171976135,0.165513597148844,0.811769182297613,-0.517726889299228,0.413050418773054 +0.333533087485909,-1.00950375276966,0.832124291210071,-0.253876894859351,-0.0415938108847926,0.102910817435721,-0.743027632619133,0.223105462581331,-0.542124186812864,-0.463232842662389,-0.382560445311815,1.21310673257858,0.0315874641211549,0.986591668996214,0.271383880545511,0.689387754685936,-2.21106769575336,0.387240341061593,3.16736556067653,0.260659140299199,-0.94867471623474 +5.86201610106745,0.751391194545935,0.256604961839733,-2.54709059933622,-0.730547028932813,1.46249872258965,0.610912089657096,0.534246955210412,0.856050388459266,1.04659901794295,1.35354082594227,-0.439583390041374,0.54835972125741,-0.00709824762763226,0.85533378702299,0.887675331249037,0.430382387256113,-1.13029263806728,1.44517868231478,-0.708862900108785,0.733286218669155 +-0.681367318234507,-1.30835351258276,-0.686570117588295,-0.313632750617423,-0.335939255110725,-0.839391816444525,1.10999689910476,-0.514777478706442,-0.992161125039282,-1.96689603017914,1.0374142118798,1.18366472380723,0.498750524753577,0.89827426794932,2.08245918072446,-0.910986391613015,0.431367843400071,-0.0809969675046696,-0.18944790498054,0.283920284374528,0.0136153742768678 +-2.14123306692446,0.527540097063652,-0.0153566103314507,-0.932318979698162,0.91976468797892,1.17592793748729,1.14444715599344,-0.662982675520417,-0.107043491349084,-0.780476294622236,-0.475679085280291,0.755514330217053,-0.496762243749578,0.213106294278186,-1.37691160056766,0.961484347680531,-0.975112068886844,0.981730510772745,-0.362754129006824,-2.42378810507169,0.445554160591768 +-6.96711891681315,-0.53353957357734,-0.855341645871241,-0.584775819966425,0.0048418371900083,0.047798548985253,-1.12361225055989,-1.80284080077675,-0.552244325626753,-1.07844475270666,0.936814188121263,-1.94886534056576,-1.12131734240405,-0.288525251706741,0.30482839675426,0.201973403017643,-0.13137010309429,2.06196371875348,-0.307997564636594,0.000626926088881566,0.402318115930762 +0.312380674759205,-0.398376014093638,-1.87218164440667,0.15120895654997,0.164808394904276,2.35389080126342,0.563732043758851,0.393070130541591,0.367405821659559,1.02853783021735,-0.907996556562923,-1.7863078545181,0.185278638109062,0.0223231698254111,0.0331563089244108,0.116949476538851,-0.513743623664364,1.47826477476993,0.758262183745551,0.269379576270094,-1.15439852282998 +0.843434012147579,-0.789569450494829,0.741059033460329,-1.28381753257515,-1.46704333319212,-0.575218916403413,-0.366166721532096,0.208307437709067,-0.0739461591754225,0.0711318652571757,0.16711593739571,-0.754064050317992,-0.00903721871090548,0.490512402440846,-0.207222654569589,1.4783701845385,1.19548351873911,0.849888766330642,0.509123179424052,-1.60047433861858,2.74367156615762 +2.47077629530721,-0.230141136270548,-0.346149730900087,-0.509359092966512,-0.220504855644221,-1.74550514628994,-1.17933038556548,0.709231445109303,0.185316717482559,-2.67101446522085,2.42469798839606,1.01393360219779,-0.622896420755654,0.624327106790484,0.53269900756615,1.77972522528584,0.515212507638616,-1.96870053970968,0.842777936782539,1.3359454999405,1.45880932885217 +0.745362305002724,0.877184841651799,-1.39313275247231,-2.33802589288203,3.49538314108644,-0.207231440811435,-0.0979167406659831,-0.849829928198355,0.694033172211739,0.134617760285316,1.11565970004,-1.20550302947088,0.146946325027315,-0.564306632499949,-0.0469114479373778,0.446545230946918,1.43376772261231,0.708009723724575,-2.3364748026508,0.299175423264833,-1.15971662125607 +-0.723655258557722,0.453733177541175,-0.781370237564241,0.17707364497961,-0.296338391033188,-0.0234606706496033,-0.807555132313598,-1.20993747544929,1.56961807711134,0.208202302406244,0.551241916556401,-0.931208979615065,0.546301131325036,-0.0256242186587958,-0.729931406872644,-0.0676306807287208,0.693406949224477,0.302493070771791,1.11947379345194,0.00739180993742576,-1.82094696690232 +-7.33605373308384,-0.232464147723414,0.616985171337719,-2.01603388422366,0.89967157478488,-1.48048652849299,0.21440449538104,0.732710937690046,0.680020309286461,-0.0965888802860278,-2.02861393045103,0.417090276493705,-1.07444339543696,0.133589174654691,1.21697755794064,-0.914271631813819,-2.33463042786864,0.740242591770305,-0.836496033345336,-1.34295770707569,-0.845575820033695 +6.79902823397548,0.87000552469028,-0.27560768656225,0.0530140939398604,1.28809204888157,2.72769292303407,0.227288191578652,0.186788902532455,1.55776076490019,0.290085672316464,-0.415162871618929,0.124179683487125,1.45652783306764,-0.487217763021704,0.388189183215364,-0.746067277109125,0.217178647208923,0.639647227012596,1.07933952197833,0.0678779267455292,-1.39271787418455 +1.66882070176697,1.65600373414682,1.60031563243592,2.02071502672958,-1.45840188600537,0.291972156972875,0.31531555159216,0.30545086023663,-0.940897129023743,-0.597875043797504,1.67573951875844,0.0591733082837357,-1.59525762106613,-0.0733041287081283,0.711813920301978,0.120206976793677,-0.265229995404931,-1.89053327713072,0.309138312783657,-0.620977086879887,-0.386903537314632 +0.207619539621642,-0.00636892891484486,-0.149851471425947,-0.920512578178994,-0.717695826988313,1.44972635266916,1.23550479989739,0.224234159463669,-0.304181319729445,-0.470147289442898,0.872658912603066,-0.340390794423618,0.26531274015849,-0.585385156352371,0.954597242821017,-0.171922141534719,0.0396927779070705,0.188865202033532,-1.49165140533549,-1.42714377396341,0.416475169134317 +-1.02204091934747,0.470489453107761,1.51114276870992,0.568642451683451,-0.0570519267988486,-0.63243773380407,1.52243926304087,-0.76550745398545,-0.975580693229691,0.353691990506079,-0.563675602538667,-1.88687432843419,-0.064221331938102,-1.827700177818,-0.488016298831497,2.07485642530188,-1.29958885254456,-1.22299519898169,-0.457085778749534,0.118942156787796,1.21329157524203 +-2.38630396064981,0.278218649064741,0.415172414552343,-1.84223680690363,-0.398503879060629,-0.0751954958250528,0.225982543114113,0.761827626331922,-0.618739941173798,-1.28658833220241,-0.192240283717268,-0.190147999720495,0.961903885300218,-1.78919844416025,-1.31314686286798,-1.63510311248153,1.80231868038477,-0.254236107546485,0.934909825371619,-1.58440834647432,1.77977968760878 +-2.92910521225597,-0.977902941018112,-0.738075011351478,0.0570862503620657,0.0498732523928921,-0.235363314087466,0.755027770703267,-1.00496362466965,-0.783576682686276,0.0933414516265312,1.33969077973653,-0.125137225191294,-0.422620985333767,-0.775947394782515,0.521375519208631,-0.339405790342948,0.71812060099842,-0.424768102811391,-1.4761445014477,0.501505824180247,-0.32596353528295 +-2.37332959231271,-0.92658614214595,-1.61042322654824,1.51595626699687,-0.0621472613640324,2.38749938871963,0.140561385782497,-0.30694427289786,1.03858019453497,-0.24169238560527,-0.27351335782066,-1.06707180886349,-0.626784276347475,-0.117203659813095,-0.133902387481916,-0.427061067774642,-1.79000532009577,0.37358259720823,-0.237306556959965,-1.23583232346731,0.6081173692897 +-3.3670429889776,1.9197704626212,-0.518361401552673,0.343779123339787,-0.173420154477098,-1.13864182062952,0.60281206256801,0.345964749011379,-2.41982148765061,-0.353681741180629,0.262258987579265,0.148198213605311,1.38565706776383,0.88704201384995,-1.24358594317409,0.884654451940425,-1.4395253823473,0.175281078725832,-0.657488705604917,-0.535327217934782,-0.720459169838644 +10.6028637190114,0.881277787776179,1.18273189425777,0.994473054227687,-1.01900995627421,-1.27214497234462,0.697680404533703,1.50885713922791,-0.269590123536124,-1.80186234376107,-0.106306524767281,-1.15829584383672,0.458638262891028,1.89571203020254,1.81304339177088,2.34543724051615,0.705469032986768,-0.243470473308651,1.92281023934276,-0.205433864362594,1.28424313762421 +-2.91243516074267,0.742081771926477,0.209595850728286,-0.437232334136451,0.257179456074296,-0.756813915145337,-1.12717414799806,0.748415494649194,0.317976970177638,-0.576723538667647,1.24943105605793,-0.292745733638908,-0.942117964520504,0.0828853070737723,-0.422785053910095,0.874564305762107,-1.25256884870096,-0.0621265854383718,-0.504957377457671,0.961723532027229,-1.04832109426912 +-2.03635236609341,0.147573404049434,-0.207457405463631,-0.48863478484045,0.48231885527515,0.167679544378054,-0.234489539852208,0.730766040884118,-1.53803777184003,-0.212300999248512,-0.0934010144630494,0.726533478450226,1.36109515014665,-0.679678845881445,-0.993745003806793,-0.230764367716035,-1.03827454530868,-0.235125090592248,0.825661090983066,-0.0189208777774186,-0.452746473661331 +5.22006369275962,0.485388564992269,-1.11432379586376,0.71733626902146,0.909445848245868,-1.92071041114862,-0.00369018023813129,0.0836484715551348,-0.867643718883187,0.937929139946869,0.797693622572366,1.59386045846109,-0.839874217973504,1.55519729221501,0.432116772101228,0.662069864258639,-0.764393798360092,0.205930312516564,0.372541593457105,-0.040973028228139,2.0716129300421 +1.10648122711944,0.151856039545981,1.83740412653154,1.60664290675201,0.457241036382678,0.923382569376497,-0.133065057880502,-1.32014339270758,-0.703704199273249,-0.573466781338346,1.80647701830508,-1.09344883643099,-0.466663248552976,-0.445481712379024,0.0458215430370216,0.230706662960013,1.04731931165117,0.263872616331646,-0.737469012159113,-2.18838432966269,1.60363390663386 +6.19624741481177,0.0419987540872705,-0.698435440033144,-0.687213464647513,1.41631297365852,-0.354086727372381,-0.530359128701721,0.307621494393191,1.00341263715756,-0.37506127543043,0.360233126525584,-0.596679376483388,-0.085955603936275,0.365986494710509,1.83191621711362,0.881839985626545,-0.78483113966612,1.09558465203595,0.128110964288395,1.99420112635687,-0.217912255371425 +3.05122783099505,0.223422311943048,0.883466674441805,-0.225722292417429,-0.545988994898677,0.183222401932542,-0.247597551753308,-0.255742352113447,3.30221815613196,-1.80106365178951,0.0124847045690845,0.777827173129005,0.479487017823755,0.508482157991737,0.262627582604378,-0.199935195084177,-1.3747361681471,0.63321791917257,1.21872118226198,-0.997329735803361,0.885748303936479 +1.00667193765802,-1.01046508600421,0.806503970664565,0.367292367997709,1.50300461137128,0.213416470460391,0.163710143217938,-0.657286614228768,-0.766620234660963,0.741572108019165,1.45687464229195,-0.815893820947857,0.317605854857098,-0.94354783686042,-0.197015023066312,-1.80291851857478,-0.705133428226756,1.13145524788234,1.73418156088781,0.901992694123973,-0.654274278881818 +-5.29927402717161,2.40122210197122,0.348261755143718,1.01079921311184,-0.532997120727495,-1.36037560856274,-0.407126847452218,-1.50465445004726,-0.761346731913914,-1.12378241033272,-0.711794364401427,-0.615531518893315,0.016015087105343,0.549151883429054,0.328179891003576,-0.863035190891241,0.134130750062354,0.0179379544219003,-0.242070665440893,0.343542694774754,-0.754430785604974 +2.35468571953737,0.801961790270882,1.34773812587453,0.991036784010022,-0.245454067619077,-0.780392132180357,-1.96584211660615,-1.25526263467195,1.9265359375046,-0.00695688883011482,0.751077429108209,-0.490583081634305,-0.105737676507821,1.31842292079972,-2.89064874837934,-0.917107619131984,2.64279058032335,1.08819460833768,-0.00854540348326278,0.00702697849063022,0.426197358119773 +-6.26987065171871,-0.25120795895565,-0.637014683970955,-0.586475531269612,-0.477513402034977,0.967689221768294,-1.12860291936678,-2.84625281575344,0.350445017759555,-0.685709924367675,-1.10918511004624,0.0605151596964373,1.73011371399836,1.05904754507862,-0.625991881378463,0.599135168193727,0.769323797914761,-1.2566332938659,-1.1605322909984,-0.0908137082630379,-1.00165539539019 +-4.33017929731454,1.21288937082924,1.39891569969215,0.715878612845144,-0.321853903138473,0.243505291274641,-0.677198633754641,-1.26503583316684,-1.30391601600558,-0.356688854095269,-1.16775167721404,0.654707879084917,-1.86256364221258,-1.34793596239235,0.514674975186528,0.859561533162382,-0.891301885235705,-1.04874122714927,1.12588215606618,-0.626210474873159,-0.267841260164701 +-4.21708089524492,-0.627258086004879,1.23008571785444,-0.756400536506243,1.66530965490444,-1.12099792017759,-2.07349449997629,-1.45354419911334,-0.819863950919553,0.61719006040197,0.287422049234935,2.4218123269855,-1.41348538672014,-1.4454456576416,1.2963292834422,-0.734460173913103,-0.670646641040775,0.216416010178155,-1.77112744636466,0.170385349789517,-0.482184106065026 +1.59081836316022,1.71115850747586,0.293949131371768,-1.39417057797346,3.11907493306696,-1.21678396467268,-0.261260131804528,1.2955809571146,0.0176266341963423,0.513585721820816,-0.732592807635543,-1.20826233279063,1.31956597441746,-2.98078617608993,-1.2566956115302,-0.731814401590827,-0.450036807823267,1.070884634466,0.0279047097509998,-0.139413679131194,1.35743541088591 +0.629019490621286,-0.39437355302276,2.99591977718555,-2.01114292399539,1.70967506853927,0.630892108187744,-0.173407290559567,0.33981631168507,0.697630580144739,1.02239991550475,0.411301103079561,-1.50087599241251,1.16940466771178,-0.944054404670102,-0.692373955069012,-0.121403791151572,-1.35243595258004,0.0637878237027792,-1.23381742028232,0.204279526761159,-0.66053929984696 +1.14840209620047,-2.32149085645191,0.102538171080129,-0.275563583369291,0.483152176802668,1.13179180137588,0.680609033575764,0.3610265085499,0.697772903471748,-0.128871179923208,0.476846657476125,-0.494605348523311,0.729629087513641,0.484743606167893,-2.15977436393596,0.859667514706541,-1.18439549688284,-0.062202031134626,-0.162953831188869,-0.957051818314125,1.37007294503071 +-2.26202673295152,1.36411919539957,-0.305003867762844,-0.538308892905662,-0.0934608907311067,-1.48597387641257,0.69053202686779,-0.76502211772452,-0.757570209147935,2.56664878861981,-0.571314538942443,0.00730725176989565,-0.166288797838297,-0.439281235469962,-0.879937216896992,0.879675507465418,-0.319586949429856,-0.480896884391558,0.719791333540102,-0.0520133217839004,-2.37353343000987 +-3.54529131600186,1.13222913272875,0.27772771371239,-1.81697924826397,-1.67643259118454,0.178202233249614,0.554945787573022,-2.41690095463363,1.38332987972667,-0.696034455178957,-0.246577390799377,-0.965008924855353,0.805472206447714,-0.494184642447221,-1.89331773385991,1.11744937866105,-0.0517953944939047,0.664086599386339,0.987563801486375,1.26046860807444,-0.79155703490277 +-1.39659311847989,-0.774316319358709,-1.49996126767405,0.528214117951103,-0.821509424508904,-0.752512623636223,0.0176412439861623,0.245977735861716,-0.638323470353812,-0.230512605617319,0.227275111269365,0.98864194888858,0.785983207282824,1.43622430479694,-0.622039591950359,1.12466174737975,-0.372783016808433,0.698284679994643,-1.24617894553159,0.183362897123759,-0.895866771415615 +2.94585136891646,-1.41037496599359,-1.19618954930971,-0.759857884374476,1.86028040517537,0.524735234024703,0.130543605041928,0.749776108085137,1.18028594471639,0.169901667224738,0.487213395198904,-2.1913514663839,2.0082226277103,-1.70490634018052,1.5181594736225,-1.17674652286265,-1.99681648385346,2.32952717811198,0.98722838898037,-0.607578410903139,0.312419674505369 +-4.64071026863119,-1.83452758069664,-0.919057761376413,-1.24525188189784,1.46855341017514,0.882065616547045,-1.34849687677086,-2.15788660659657,-1.03949984378444,2.48272470784798,0.934118258012679,0.404066919711169,-1.04760705199508,-0.612651621587547,1.24956962896588,-0.378013535093356,0.355732439077967,-2.00339710787005,-0.237246048228081,0.373205884428717,0.133539693114245 +9.03308375836387,-0.269013537930427,0.137609118865003,1.98807871955624,-0.511899440393457,0.439694469628635,0.0654835523222697,0.0281083056052498,-1.36911052137469,0.332824318099718,1.44350253418415,0.380994003045756,1.13023131161016,0.659027793054706,0.505123755275037,0.0724337034432971,1.9760951898865,0.450209900006139,0.583168890478788,-1.22837664126233,1.08372358871668 +-1.96165979097966,-1.83392857727967,-1.03600634866582,0.332359628689053,0.0858141230958944,-0.474978796816569,-2.01422535602462,0.592141982777599,0.715631976861344,0.704849956422552,-0.635474446887962,0.796427784773943,0.81961550826666,-0.291701619410083,-0.173718152883797,0.494218526738114,-0.530890486346212,0.680299365256648,0.517456814826589,-0.270389825116736,-1.67068089587198 +-6.15682615377123,-0.814468018774975,-0.463999800540687,0.229444207022128,-1.37307735491273,-0.53389154209279,-0.238164555526478,2.09537335814669,-0.0162790535790908,0.714485845874759,-1.6389709377622,0.417439821305068,-0.320631849781323,-0.092011347199625,0.512527293239654,0.173568288574417,1.94599332356926,-3.12973400656404,-1.79313863234692,-1.12447311954462,0.260076964052274 +-0.0439817278699506,0.163572122378624,-0.0192741838730633,0.346192714934774,1.72456276265796,-0.105002123837224,2.35152687065615,-0.420063816524452,0.2402358406189,-1.12708385429319,0.0230320402339329,0.380794087180324,-0.549284782311413,-1.18157869775783,-0.729510294226251,1.13600205383669,0.289783009842803,-0.370485152865395,-1.7934677633431,0.202968129054806,-0.907044764275182 +-3.54017650028908,0.855519222050403,1.12743355349332,-1.26861957738192,0.358145752077005,1.13271891767452,-0.396030987998966,-0.508634672151526,-1.6280030797399,0.420304378876244,-2.30019272296974,-0.831262508983534,-0.171448319973768,-0.560499351803487,0.558850586724534,0.258009001639225,1.00246123481556,0.090969574312634,-0.0119855194027274,-1.28496992670071,-0.263863607351905 +6.8371898250082,-0.819963126879738,0.244604690514595,1.58230105996147,-0.606793037414817,-1.3983216397946,0.870673463899208,1.66875951998232,0.811513449175018,-0.734284701231283,-0.729506539867652,0.0206921554237268,-1.85857517231395,1.83093066976672,0.857565303772364,-0.601244487441322,1.59657045750478,0.560343249909544,1.78825006166609,0.370871219375705,-0.0856030733243916 +-1.03818369689891,-0.123602759975676,0.711668391909385,-0.540854485175253,-0.38667129038064,0.366933021585994,0.896631631850156,-0.435196578107068,0.527919014766427,0.122840225851717,0.851184415810064,-0.296615730420139,-1.34429758922998,0.161953380400072,-0.0397775181623225,-0.79611060651734,0.443844798507804,0.464583864019422,0.144776279683995,-0.423203445855694,-1.34510463465662 +-0.711023191217995,0.254948236041434,-1.23529175091069,0.55920816559774,-0.818054659520686,1.2820115392654,-0.88873750043883,-0.182390243378123,1.18706467955914,-0.647350499633426,0.324920031838545,1.94577487104305,0.504725785252,0.948157753537938,-2.1876041878633,-0.909165815039572,0.648368537255465,1.20931933576921,-0.0464832418427281,0.0494992222160254,-0.255025758555649 +1.35265215366812,1.71892633823732,-1.03317592929897,-0.742301333699265,0.540109512457146,0.178252479374994,1.28928731949484,-1.23405092897357,-0.89855194365303,-1.06967078929189,1.38192962063169,0.136126241701545,-0.989201878419044,-0.390009074067363,0.854663173048878,-1.09026685713799,1.14557630052697,-1.00632358018815,0.437888588970382,1.78456270238331,-0.389825476054519 +-1.20092514214887,-0.958543527527119,-0.394305155966406,0.779701266154244,1.21182082661835,-1.05290708657421,-1.15415262995973,-0.0780152142727847,0.501322566229091,-0.592137185236091,2.17790454702912,-2.60233370777348,0.992774631371619,-0.54175338327996,0.0420986735421299,-0.416391653405655,-0.300209345094243,0.909999172100388,-0.276383162485223,0.722390488373118,-0.837662250133516 +5.50545726997934,-1.60431026176048,-0.449399187617484,-0.724098350845561,1.03291252608826,1.32014011950468,0.133825139588527,-1.2495175686262,-0.573446359643738,0.608601773513248,1.13471400659321,1.45247977755166,2.05027852661559,-0.249971875101825,0.454781714566006,0.107504375652391,-0.396969421110655,0.0652273135932215,0.881895939483686,1.76767356739038,-0.039594733168442 +2.20805676194306,-1.8456094217108,-0.243967574404683,-2.01843092236705,0.633845310271513,0.748951960560288,-0.642675876729655,1.79583687983551,-0.597752416951253,1.70177304688532,-0.822198834720801,0.961161918900878,0.385472147195864,0.0580375379851924,0.177654498519425,1.19529919130411,-0.936089989213432,0.534873518696668,-1.00157765465497,0.277740187355839,0.807422410235549 +3.23337629090825,0.55573718528977,0.921963375524979,0.855251064947311,-0.013797745589561,-1.52903214716431,0.809947632921228,1.36731385016645,-0.440811042938256,-0.0541302280950202,0.795567604434556,1.23625968078515,-0.741709422543867,-1.01394098989933,0.377914574081552,-0.870393191423801,0.738198539735498,0.0716623188674533,0.500565331392573,-0.195241909635623,-1.27800207680435 +0.736861849900091,-0.0601191913503692,1.49806356112148,0.648949553488587,-0.71723902055984,0.139726103657921,-1.62654784956378,0.352432135551935,-0.575224936366718,1.37713929496475,0.204636345566797,-1.38532270038669,-0.522974495190323,0.0943001869948837,-1.1312524751486,0.281580920601842,0.724249083416383,-0.42753611726616,1.6731995369139,-1.29277393808511,1.3580707917438 +-6.80414839868039,0.772086304393126,0.281534248442548,-0.710289990583098,-1.49287779822167,-1.28069731045254,-2.64383366161932,0.29905207950863,-1.23743355491091,0.357994946955998,-3.07227223917546,0.703108711241512,-1.60536238270481,-0.673588346512276,0.513353703624576,0.0503604192868879,0.215847605872047,-1.03130793596383,0.114735781242392,2.82642015003191,0.0764438400008704 +3.71923725368,-0.140839387157354,-0.0408314720557456,0.153362632738269,-1.08061765014443,0.859563366394237,1.34457030268834,0.655496190613509,0.362104197967875,-0.103413490070492,-0.661813307202516,0.394316620543067,-0.821052720948021,0.352805228246995,0.585893240229173,0.785798986483411,-0.926816726526752,1.40162089817949,0.339435473949056,0.978243514882202,-0.510178055947799 +-6.68450493061959,0.393093925514259,-0.0333621254171957,-1.42545597583106,0.326819473516303,-1.55024164575888,0.13152708280528,-0.14071134159506,-1.56656852408651,0.110427798621939,-0.842193370717186,1.36427756890562,-0.138755921976915,-0.45116685740057,1.68659635083431,-1.11802257425502,-0.462273862767296,-1.92399395202722,-0.205957441143147,0.315488807588309,0.509446393437196 +4.93732546895669,0.224218574159447,-0.664489101130321,1.51011398196754,-0.890195302939191,0.596898027971404,0.429441006322482,-0.124555461345601,-0.288614750161476,0.844082410397731,-0.101415639777,-0.538720353656829,0.470549875876863,1.14244764712653,-0.616036839157004,0.273409702852597,0.112890517809394,1.13372019166689,0.608820017930707,0.650117311576362,0.901680234538105 +3.2332982746171,0.0235419851685809,0.94193169670467,1.59253063596277,-0.323356754086727,-0.419602095593399,-0.395334829425564,-0.376249185587179,0.0535400611982981,-0.535358512306759,0.266438603533648,-1.4250112290527,-0.246590816042405,1.12048653981691,0.672045983224551,-0.726230491874769,-0.25651641693569,-0.518024905806783,-0.22886382632623,1.43421834889609,0.972407903882783 +-2.114360876717,-0.622962659764788,-0.164302661866564,0.289273611432937,1.6034340343262,1.84586751790404,0.508156824888351,-1.14615727618376,0.0797931237054804,-0.503393965385523,0.140033461523254,-0.58297919823273,0.40827130961639,-0.461380112007531,0.73571556268414,-1.57855191966817,-0.429275410797966,0.110091944974127,0.0447512517864601,-0.609858838196986,-1.1052923722239 +12.9850548813832,1.26200938062639,0.790470253885858,1.70342241466892,1.2158431294781,1.13722838657579,-1.56892462194391,1.1876254834368,0.0803317564459361,1.38618082109601,1.87016528374598,-0.566018234551961,-1.18945817692088,1.72793975754845,1.03204679899479,0.290393198175874,0.465436118641182,-0.0302377907371514,1.00496613860209,-0.234157034603202,1.24159288200996 +-7.656675262686,-0.405774042775771,-2.00705324691346,1.29083168595217,-0.130870056076424,-1.76183258227029,-0.842644707399641,-0.864119788660232,0.53502293143601,-0.551803725169707,0.287077804080433,-2.04189805331288,0.845081188167979,0.460968431880864,-1.06539382659408,1.28651171133038,-0.0963383169954123,0.609918104890343,-1.74091881067721,-0.232540317342229,-0.0863631789672737 +-1.20173465003341,0.666763771442479,-0.63244989786766,0.848327487976506,-0.0527281036858816,-0.418666372519399,-0.708995007896051,1.12135917599829,-0.256044592837418,-1.18780231930781,-1.02075621116833,1.06585187204559,-0.34706868932209,-0.569268400344448,1.11913934166047,-1.11120900527579,0.453162301949843,0.398795780383066,0.513681037574022,-0.0943626717880676,-0.854872319369927 +0.922387760264129,0.164639154530128,1.12447287086377,0.350414365345641,-0.177731511976494,0.277277833006723,1.33335209970108,1.06878392177834,0.651441061089772,0.00360001159635885,-2.95535057214338,0.411428018155113,-0.298262511774736,1.52093167389675,0.239817468084605,0.335352109973008,0.334109407417441,-0.534731827114751,-0.338035912036649,-1.6272580029173,0.180840190480867 +3.06444774410571,1.78152447478717,-0.825866020936821,-0.00483943687972187,0.517037693651267,0.617196810827109,-0.793810894595727,-1.05525295104766,-0.919070289268252,0.346932284762425,0.320268159629731,0.760635953013057,1.26979524945438,0.423298631319581,0.00170395086445134,1.13262173043494,-1.19086527652123,0.881785404378714,0.722806109088674,-0.436031297536916,-0.855327118459373 +1.37593017980579,0.711213964323878,0.976675396583286,-0.0599102031227241,-1.23187888453536,-1.82336247675196,-1.92146180246165,-0.279345497539927,-1.20033380031685,1.5018972773577,1.59289318498584,0.75424781640624,-1.10375521778583,-0.112039408338749,1.39846227993209,-0.0445181447486336,0.118563944804817,0.232266256317848,0.939694609841172,0.817730993630967,-1.05512130492785 +4.73543762558158,-0.33769115586237,-1.74697569859874,0.063462277123521,1.23668640813783,0.458239120808685,-0.785541209906494,0.508036484488843,0.273627415706725,1.38819057351385,0.620507059070425,0.278020396932992,0.98079020950423,-0.133620640842155,-0.0952792054065717,0.851802309191418,2.23061570545917,0.849040661480793,-0.497259938998769,-1.77374952933229,-0.0806787008124209 +3.75621939521258,-0.00914895226735463,-0.807502371633635,1.268211011836,2.40655058707151,-0.920482369187948,0.709671448711194,-0.173115166761001,-0.47637100794785,0.644164085869956,-0.0073810003395017,0.0382119613568678,-0.123441916983426,-0.456997713475442,0.400531227823441,1.11775929229059,0.267747085433384,-0.295098371364342,-0.118892362938282,1.10738316384097,0.246726403372283 +-3.10683415914172,-0.125309208413434,-0.505082847399958,1.06734303193283,-1.55133522143888,0.607967303118128,-0.369902735094178,1.20294367088237,-1.94425892172047,-0.0488180493509081,-0.265665150602344,-0.616996586700473,0.807225036684898,-0.169487306217169,0.0742306080562067,0.191915639556284,-0.847953207173066,-1.27843820456946,1.3312380364534,0.24073850793561,-0.350733249168853 +0.217727532960654,-2.0908460969723,-1.53043700059576,-1.10691095357287,-1.7522207960272,0.620929961667406,-1.03890054797958,0.0293114985109414,-1.08182431864202,0.508378395136702,0.836971282505504,0.582234716804597,0.34031146372635,1.90489762876263,1.58290047915945,-1.41282263913166,0.921623087904295,-0.584297989464496,1.42019628417877,1.60962809909632,0.870256529656951 +2.66868885247339,1.69739389482068,0.207108113548717,-1.20167253688899,-0.720745967086583,2.98407958801673,-0.818911126304582,-2.09616770379926,-0.0674783289060561,-0.0454031060751966,-1.60222236799001,-0.0376141946027869,1.11926144508989,0.666932012051287,0.235940599354246,1.07894205675465,0.285394124796517,1.99183352203285,-0.496262749163831,-0.363408912917457,-0.828542961061185 +4.11129442408386,1.06388115448751,-0.564634498218866,0.445196152610739,0.0765561538286858,0.608261920749777,1.65334490103127,1.76920426845508,0.91092194051106,-1.13070902991746,0.710281406503865,0.328339440754032,-1.57837146572998,0.339167027402047,1.32741712860282,-1.13949019850923,-0.722564752274051,0.682597911565279,0.871858695362116,-0.912783461095838,-0.553275016843332 +-1.03685399679471,-0.766616636225272,-0.563167642721162,-0.480898376237715,0.0875429130748618,1.06919294915754,-0.62714977483022,-1.71430297836374,-1.50701774051093,-0.644051230956231,-0.329349747470396,-0.700678063570439,0.0784407219278985,0.893544649621186,1.89883588962233,-0.463435613378368,0.850746700403864,-1.52945243022223,1.11473518162221,0.580862472734894,1.16391896961473 +-2.62153532296557,0.38200755917038,-0.286674009169701,0.308437196112509,-1.0880976302341,-1.01694320802563,0.311697629911744,-0.00334375836279491,-1.54391725132176,-0.901798250114948,-1.11874779322878,0.0931058288472726,0.521170536590153,1.868812270043,-1.05001761218254,0.452381125608392,0.930379635678372,-1.97781837944784,-0.961635011130752,1.14188402588667,0.0709134432264702 +2.37842909277017,0.241895903606986,1.1686656420631,-0.682207791908945,-0.232868622057659,0.803077646043264,-0.49101109991185,1.14168978765967,0.50875428097504,-0.278541466906462,0.111238983971602,0.426180531138822,-0.395788401796439,0.105376716320448,0.779839267917267,-0.292920524030286,-0.614521006241829,-1.75655797368294,0.825038981540806,-0.0924478785750334,-0.101875197707588 +-9.71896893611581,-1.13275941105242,2.02175507511575,-1.07336652845944,-0.189632917813243,0.0896929660092563,1.77729081411994,-0.437427358300318,0.373920785384336,-2.11843714300357,-1.34568605723834,-0.774508177501309,-1.90571185431704,0.277144026501916,-0.978753406761757,0.34884030313606,-0.883088075453882,-1.0049973354522,-0.857515838142749,-0.117430483485105,-1.81539124429693 +-1.09840889304046,1.48990741365323,-0.26573854784925,-0.251082830483892,-2.30666906299861,0.305974267904163,0.774635059882477,0.214140691660756,0.682810403316246,-0.710762060242166,-0.644444800593598,-0.449240679827031,-0.235867166034533,-0.63440898097782,0.394264116499647,0.75971542753949,-0.385041835502646,-0.593612433883135,-0.552808079726348,0.375171735900182,0.882094213039647 +9.62938916672339,-0.248247104968965,-0.0793729157785924,-0.0127828785349541,0.0618676494924631,1.35678613737823,1.64107426408817,1.65242891001357,0.0231064007105896,-0.698581422002863,0.230341618550234,1.09975765127438,-0.226467669019041,1.36213949443606,-0.948817826989095,0.449561191277405,0.136227359442982,1.49612744419926,1.28222585342636,0.0917743140955194,0.455910718518698 +8.6865674068855,0.183583707943453,-0.260266050810296,2.42519304992434,0.120913061374103,0.806613690813758,0.737406782738227,0.460973431383261,0.94293686309378,2.10083793927694,1.41856955777956,-1.88769374097609,0.87007457488169,1.01989447718503,0.29660711307752,-0.733732905855101,-0.422336825184498,1.39873854030749,-0.535395910488479,-0.686892348210238,-0.0417871593129358 +-8.58106456188444,0.404871009439746,0.650826507236738,-1.40329626591604,-0.155364994071413,0.225507174622232,-0.786831578305272,1.43019852179265,-0.762327457575328,-1.17441492698287,-0.889870906226299,-1.51616599694294,0.704698403057333,0.804119306640572,-1.0929122407527,-0.460265809893164,0.333592508470854,-0.528954280947187,-2.78314696295142,-0.326532409771025,0.133583919878421 +-6.52295803017937,-0.994124469309423,0.955436065749747,-0.057664358518354,-0.348261737568014,-0.193611034491118,-0.837031461662341,-0.678094861550912,-0.90630434046764,-0.189938976611895,1.22747114892009,-1.58288304941233,0.40666718289609,-1.40663933261995,-2.26200586998253,-0.839126521793751,-0.88331749310324,0.636039599053523,0.865964467047233,-0.374861814679573,-0.0395133789101117 +5.34541632398142,-1.08542932956727,3.6243613529406,-0.138034707194223,-0.0515260417021636,-0.0256887706631953,-0.695603609812728,-0.772611407255526,1.51034959892337,0.136355244362028,-0.425038330152248,0.577568010740724,-0.556496487713495,-0.144823308894201,-0.584168068813449,1.86155295186638,-0.34578142539715,1.84499609385289,0.258556173896947,-0.000307739098074927,-0.0937743326351628 +0.648518028035747,-0.0485425545297223,-0.777097250350162,-2.68798010050847,0.713537910814545,-0.417189246577963,-1.04653656897248,0.606896901216476,1.44933994387253,1.13728194401476,-0.98762211913178,-0.0961312659615412,-0.845267158805276,1.00769123906889,0.92989938659505,1.52820208652693,-0.525583951696001,-0.382217316609316,1.03354799815335,0.642240691138592,0.00494437160546249 +5.50202207555346,0.576085600512206,-2.53072686277303,-0.585993767929371,-0.501365945651821,0.759057159574412,0.561070386095953,-0.309779594750049,0.558670908286312,-0.586252872201321,-1.05387222508036,0.147974873086808,0.515871817708659,1.28024813550829,0.426607376810471,1.0754727457224,1.02066959343583,0.487315882997634,0.678672590269341,1.04927451933256,-0.00970979590598236 +0.226188451559844,0.0738305318446132,-1.20815403647852,0.365852901462629,-0.221745918301374,1.88292831115647,1.4802651363519,-0.133664686296991,0.338518652041358,-1.4443553419372,1.62939265635808,-1.28316379769005,-0.980094146523045,-1.14053386323178,-0.40937038401333,-1.80591468474202,0.541250506433166,-0.632692173397469,1.64498697698952,0.617900018142815,0.96080711626088 +9.45695430724329,0.705945571302218,-0.621415850209724,0.455359537017233,0.474320246519951,1.00863629398133,0.73361810846957,-0.71997996683359,1.03750459515226,-0.0462452717570221,0.495234145916225,2.82922305931086,1.82968387031714,-0.817980941851542,0.442903255134205,0.584383823282069,0.513685109668862,0.214128198050648,0.921411031419731,-0.348583980285842,-0.140248050694868 +-3.26516078692801,0.334980103391354,1.40941691918993,-1.98712516774908,0.938804718243951,-0.509226803055252,-0.514389432497702,-0.578503529965939,-0.275090926277803,-1.85647664545273,-0.284031205502209,-0.74780671116003,-0.171711856039151,0.681540882473838,-0.172233711583362,-0.79239125086336,0.834083602015366,0.28180168920812,0.196762449135024,-0.46504452569624,-0.443626125378515 +0.77707238701991,0.545387805924617,0.580172391298291,-1.39520186547971,-0.710495732344232,0.327623406840457,0.626453965195245,0.214228040781339,-0.192182469990121,0.261730623287377,-0.447172401261678,0.759842476728544,-0.764544788305984,0.905200749291655,2.42499164084527,-1.66324915201735,0.032710846083312,-1.046120157465,0.131669850973432,1.43511249624563,-0.533088259509145 +-0.396472163806205,-1.40290590594127,0.245235489338599,-0.28179804332576,0.0205295288414983,-0.974421131026091,0.315002439691516,0.0974969710582617,0.891200786234725,0.988476829823572,-0.0276959079965212,-0.993204947421333,-1.19154807254923,-0.096258316661379,0.715678994748353,-0.155717943858822,0.244179291948424,-0.704850379076592,1.23089080205132,-0.541938570707863,0.422080858090569 +-7.25073832486252,0.677053890943881,-0.683227174253667,-1.49886595360809,-0.591870848457765,-0.648042548087239,-0.121620830734674,-0.154120395849272,-0.278543698728369,1.58757975315727,1.19407101616256,0.12305835238287,0.693016402475442,0.0188056655902099,-0.932977844826449,0.180387762222853,0.659028414374904,-2.63349900633465,0.215599165185537,-1.13177473462548,-2.82540157655237 +10.1028680912749,-0.789800446142907,1.35798041717673,1.88901902403295,0.292995216298011,0.193549344577565,1.26710766596252,0.164727002710908,0.161028460517406,-0.562162527155416,0.638277570181062,1.29740469835067,-0.781312390054059,-0.297964692879742,0.654637668714196,0.344466427710748,0.504943479326746,1.1992017292284,0.374555854371468,1.38899142838459,-0.633966970981554 +-2.44644334415365,-0.465728889434096,-1.2183994673753,0.183198327846434,-1.16169129565321,1.93150496609634,-1.84096709062593,1.29824788090203,-0.0268361715751004,2.6504351486362,-0.958287240016236,0.516089831877984,1.70811690670518,-0.663201520457878,-1.70678699940642,-0.749624259059983,1.78297044270843,-0.614500207612868,-1.11613895310278,0.44022004026693,-0.553585323386413 +6.94872167773123,-0.104852065234789,-0.510117478419977,1.07345262776119,2.48802161289803,0.461311373753512,0.096080537046704,0.465612576893598,-2.432257066789,0.0187185640990086,0.666855169243554,0.53358708478036,0.305961576191953,0.529640486535875,0.136721772880308,0.293878607902827,-0.0693726618817922,0.875536959570874,0.298909802202815,0.689441009753847,0.0770701549708364 +-0.96113924136666,-1.64785108730534,2.58605704824963,-0.487029736575782,-1.61308470327741,1.10583737764528,0.54478333527279,-1.10018802859179,-0.827921896350465,-0.130283523610095,0.236275051685282,-1.095085948934,-0.655900488032386,1.05731923355206,0.500927520129098,1.53748444683448,0.0809950723674278,-1.24485720969538,0.967463675902186,-0.70448053707976,0.0467414555641769 +-1.20921089945649,-0.0995369519713592,-0.739061666553098,0.540927700270653,1.16365199677978,0.247486459541551,-1.20174821137548,0.270366563633163,-1.84044065062896,0.0567481446525778,-0.734205739804938,-0.554298484310066,-0.386204001865798,1.05576131093572,-0.028888005632013,1.35306585683395,-0.717830453103315,-0.0718977080930879,0.437652640138808,-0.0271725683140594,-1.67660994958131 +-2.25293229547846,-0.439857636843203,-0.834461582672744,1.06327545872536,-1.74247904100568,-0.618118001078583,-1.32415120888049,1.36102708611359,0.502213804248148,-1.64310468637739,-0.791763912537338,-1.1738500635295,0.804833063093438,-2.16764068860399,1.52915358542469,1.41231303523172,0.480119902650535,0.455569083181497,-0.602743373024206,-0.0131187252580653,-0.169942501151462 +3.25025463282571,-0.718511451938464,-0.21281988800494,-1.54792091621627,0.452618613076105,0.533623730584155,-0.10998211711556,0.653296838505612,1.72401383045028,1.17481336369892,-0.328237421086551,0.0209574678793144,-1.43279480585532,0.859841549336455,0.530058597945276,-0.0993381497801731,1.20909567536117,-1.27996038296913,0.433650068802794,1.32473535900909,0.0461872449907105 +-3.97676761067494,-0.554597596334913,0.0528419782371388,-0.265951464091733,-1.57212298960761,-0.0437951453731988,0.00241971063716948,-2.84092458739429,-1.68073088828564,0.919540354558541,0.295943541173078,2.59763777874693,-0.673943283522671,-0.832080010145936,-0.614611976811186,0.443363454800726,0.390402349066388,0.21615479451525,-0.903817138827369,1.98668202773242,-1.09445765113243 +0.0726512259001948,1.24548917675143,-0.809122071383575,-0.596025168047248,0.406304351767411,0.644014666927426,-1.63911032069333,-0.705456685597647,0.497817982650719,-1.50564947089809,0.176970994977253,-0.434996057274355,-0.870678165535729,1.88655932306322,1.30239010695521,0.682542376487235,0.379011285323267,-0.281601933474856,0.728295757670611,-1.40292488129043,-0.249833668558386 +0.335228214517488,-1.2589213509611,-0.934860253252772,-0.191082546562326,-1.21798462137776,-0.0718083361826884,0.0462025876559398,-1.40063469650313,0.836404630192615,-1.23770045830231,0.786170579481805,-0.192300618559118,1.94504412866996,-0.482397985939829,1.03551254230965,1.27946702303899,1.38219094593574,0.0168058352377374,1.41180346393397,0.18345526285859,-1.13623312615575 +1.01185100157094,-0.215384481428024,-0.805830056331267,0.404897417200426,-1.48324119521088,0.918565331691549,-1.49677527095373,0.0334315323990887,-0.684431284578818,-0.466758272469083,0.0878591187921485,0.704255879674045,2.64451625264313,-0.460699174047927,0.160103309612391,-0.632400423763368,0.577877937871439,0.940650282586991,1.2783484772357,-0.216196769221251,0.0550382574772583 +2.8135052874483,-2.47196171011946,2.33035845266609,-0.621820493578415,0.387536218826824,-1.11534192567093,0.283063827292658,-1.4068434170673,-1.04268515014167,1.47574879983259,0.0520250990037901,0.841001857654438,1.33298700857522,1.26421319277817,0.260887562875617,-1.06657074513227,-0.859947593663203,0.0546012153498328,0.213032276431783,1.93944431957198,1.18965252932928 +3.34403066539388,-0.674169320106069,-0.324105512671782,1.44331485592978,0.317530226860219,0.809429898581149,-0.617320023478328,-0.514350481363677,-1.31662924495759,-0.0623729260535771,-1.17358999584296,1.50025677435243,0.985017590884917,1.19894599822093,-2.03657702090038,-0.160243780834644,1.82337422394958,0.219986234774879,-1.00144772847092,1.67202098111045,1.35522599902515 +1.97137452570111,-0.501297185429917,1.70992273424163,0.716344179817749,-1.64169995721201,0.75079220750627,-0.697898749114792,0.995166543926823,0.214172565961199,-1.68284519141208,0.384717946403364,1.21408238395022,-0.679522198128405,-0.503211846976299,0.128582007624941,1.0190914089483,-0.346961492824358,1.64736063250635,-1.36187406719181,0.316480003344654,1.28005992735976 +1.55543639321293,1.54232578795203,2.28301601656861,-1.58585956786738,-1.02668856053626,1.19216750919775,-0.380709068267373,-0.47319333910316,-0.080390481715083,0.488255983638208,-1.81953933739609,-0.0657686374630169,1.01868385215443,1.69050130577295,-2.64328143197683,-0.41000437473388,-0.821985578936247,0.699494831818141,-0.0531221539885702,0.779444088295382,0.446311821930837 +-1.72995320249543,-0.962018065236758,0.626823268037131,-1.88438207058305,0.891124238313952,-1.02953223895582,0.507429010290187,0.327586242172983,-0.298353618291558,-0.980524660695989,-0.582557168613763,-0.860239647387557,-1.07072933935524,2.53543579567143,-0.672239337768073,2.39603768279509,0.402492716424785,0.907024595917221,-2.1864033968844,0.178325209845164,1.12799334387208 +-4.92461266316312,-0.872179536441406,0.0912471945496722,0.515353622020707,-1.92327720524271,-0.182162456535212,0.636102682272694,-0.33998201562493,0.429676786581239,0.333072626350795,-0.208388693541481,-0.485938117368922,2.22099399962613,-0.999656265792374,-2.17141133881917,0.115268469160834,-1.77380360574559,0.527988182799921,-0.694798501397197,-0.172876989616472,-0.0972125913943778 +2.07888056917497,-1.39762961790436,0.2355916779697,0.347544818371956,2.70393534878313,-0.524273386749425,-0.764707597801322,1.41142982998798,-0.355565325007007,-0.794639860545869,2.0963421976346,0.933719647232455,0.254553105270269,-1.07756251635718,-0.12636727046074,0.283610940577953,0.446351836026615,-0.430630012319563,-1.31372649481925,0.358983603594631,-0.171984515020045 +-1.73067042697803,0.179805166816406,0.137711767165889,0.626384352245579,-0.119929622841379,1.4620432843744,0.571308568944497,-1.59686929007387,1.57497984455438,0.518365386025915,-1.79703582872233,-0.0813430586924712,-1.13215634640084,-1.27681760232667,0.276982670133364,-0.249863109453459,0.0595944113352732,-0.874296581592452,-0.148785891044761,0.211652859819474,0.945831495043444 +-0.609696987818966,1.15409198778734,0.822727553969719,-0.654708638253495,0.849500098742655,-0.181919390261428,-1.91041704732464,-0.554940558772967,0.580018919559381,0.679476834190796,-1.76882831340632,0.378293851045965,0.76508347636204,1.52320118986967,0.172217747760383,0.00508233293702974,0.860909703614672,-0.364169580553326,0.514449549072813,-1.85171553315637,0.713674301365315 +-6.97127809502698,-1.19853361008649,-0.0214282087803946,0.909975253494368,-0.44429332396725,-0.211686080345125,0.0295001859327984,-0.393978300225915,0.176365804833864,-0.374008831569667,-0.27178034151834,1.29384939754746,0.0642455430078286,-2.11825823943556,1.04461056023277,0.883706820516326,-1.35288437303856,-0.982964338348333,-0.303280174082095,-3.34440528886352,-0.0489083048993871 +-1.62225419705569,-0.425724401474022,0.584549073737801,-1.48361010054019,1.05631048961568,0.3986521520724,-0.363312541788057,-1.25827639467301,-0.318998844163329,1.14941254379767,0.0184361989194366,1.18039855595661,-1.12248379986253,-0.61160082235094,1.65606780824792,0.945910777721663,1.45389508176608,-1.96860040300937,0.043114507346011,-1.6852160351877,0.6559095231248 +-0.0486351109421954,1.36630860884751,-1.26843193137542,-0.283794556221094,0.672043068619474,0.251059945167298,-0.143523481500439,1.23660202734619,0.105512015973126,0.355487242085704,1.32993813705575,0.059531537351645,-1.71622463510713,-0.331219374226124,0.558378179918273,2.18912496068905,-1.76230444693472,0.37993791618864,1.07730051508037,-1.7497065731799,0.210785373011577 +-1.36846062674424,-0.684297394658662,-1.73735015259251,-1.11376976041843,1.25459746177768,0.5802912820858,-1.40383203961948,-0.521314791291409,1.5463521974473,-0.38624389533742,0.876313075863765,-1.52877886743353,0.439165433212023,0.664984433254418,-0.139815652571062,0.0795479558257844,0.594977957753925,-0.469360864642321,0.0226630983979865,0.0755585155598948,-0.819063187014705 +0.0798208099844329,0.685512208376277,0.196532071428405,1.50338014278614,0.808708293722686,-0.72650175120414,-0.456180922564589,-0.515958201405615,1.1975055947879,1.0905413526127,-0.971243953485262,1.06384698252764,-0.243697474896121,-0.910517349375072,-0.418541612230492,0.353469849014857,-0.337297061097113,0.625833510041409,-0.455838311225797,-0.480997412359724,0.0538898531996031 +0.156950501335664,0.389503542813737,1.02469967889092,0.155609536616926,-1.0261368696397,1.53438960313672,-0.323404919799398,1.42194528731321,-0.216407744745398,0.616828538365221,0.67057062726004,-1.22079260667981,1.21703581171426,-0.721823001571683,-0.31648194594149,1.20125011627991,0.416801328625369,-0.640637617629775,-1.17484156712227,-1.3526254639535,-1.90566247644553 +-0.682163026927516,-1.3053959238053,0.645073039878894,1.18260388411686,0.673687516679651,-0.737758164813976,0.524847666416214,0.782007034479904,-0.850129990310787,0.279834385397274,0.82318532852623,2.03898906247577,-2.45775917895724,3.1612910748991,-1.43352836022408,-0.651055589439581,0.709198799431414,-1.10952118281806,-1.69628387621055,-0.593905231143239,-0.803895850939883 +-1.02754835592165,1.21688801110113,-0.741808136883816,-0.434800781887139,-0.939843615661557,-0.340180123920992,-0.506047422486302,-1.4950469741406,-0.916522822836713,0.244538322686196,1.07187049296471,-0.607659644178636,-0.0413140038249827,2.25928898655162,-1.54441816667116,0.374180701395029,0.718474642647152,0.782573568108266,0.327834106692177,0.714905064007511,-1.23638829552569 +2.86078193667483,0.79517401827231,-2.24686021422456,-0.0124507399166332,0.314366557793932,0.422523254440955,-0.782126007564382,-0.0799653945694302,-0.115009462284729,0.97719157336552,0.531857652427911,2.07029642724373,0.47750500034447,-0.206303353387372,-0.08143826166446,0.327230287409594,-1.13952782137676,1.67745624366353,-1.09380234660832,2.3290541464765,-0.787344044268195 +3.05262289439397,-0.4882025094258,-1.51198633374804,-0.319060892098346,-0.386164996817223,-0.040036063297937,0.736657350139548,0.89793809140709,1.10489619666806,0.767386321234427,1.53192141343385,-0.834001055006709,1.04869014551806,-0.71759179659836,0.955150233272893,0.509872973479608,-0.280063846952181,-0.810480397751616,0.745533089565715,0.609943687866274,1.18429905960028 +-7.82664174010828,-0.903993454630162,-1.86356006606947,1.35403835073523,-0.193838808457861,-1.90430401024325,0.106522975204327,-0.196263539172336,-0.576326272168133,-0.527318213287071,-0.356103253525609,-0.793176700719324,-1.2471654145413,-2.62327172313917,0.418335358407199,0.581990248654347,1.08009216919218,0.0726481122675531,0.182451847677459,0.028456385579003,-0.426437197471321 +-4.02107579003763,-0.390418418086926,1.54369032044505,-1.32870600762602,-1.45701624686369,-0.360159535267086,1.18792974386501,-0.621701031964221,2.37798255480598,-0.701045698585994,-0.697879169712016,-0.890351866531847,-1.02202991747563,-0.979415070506274,-0.78130197481519,0.0616242563710792,0.127326769977505,0.373703373364192,-1.06505923104246,2.05773251629174,0.062965552694621 +0.62333665543803,0.814063415145414,0.522107451208393,1.9006567983366,-1.55013032265757,0.931177298810212,0.0907718968655011,-0.0305594178257622,0.537520850605218,0.968713985855961,-1.36214206062007,0.0762699374944921,-0.533962714429904,-0.763516776985718,-0.488914202421037,-0.280151376478961,0.128516304021508,-0.666808553807049,0.744377346775393,-0.662078379339937,1.61045694268018 +-3.0447577977132,-0.564249280183431,-0.199115102220697,0.662196635109834,0.0630370079139073,-0.619614844624328,-0.462070949699197,0.840038247404661,-0.427696146407989,-0.315595407700176,-0.898074652695607,-1.43436452140118,-0.974076815432955,-0.286691613708825,0.560651300978748,0.284821887203041,0.436680873675375,-0.186219253853284,0.953169147523027,0.494596015495349,-1.2320545750842 +-1.34972151093388,-1.87420531876932,-1.20924832303063,0.300061906383831,1.19108641684232,0.563364900840009,0.372429910572316,0.512219504584764,0.61073652972478,0.986998206974388,0.275579816729959,-0.829292889771708,-0.066595994363435,-0.258470762996047,-0.391804278812514,-0.870313216813836,-2.03937333295624,0.640382880548861,1.1014961229911,0.0169806679551863,0.864352115693173 +11.8744268738014,-0.1429047109211,-0.421864965174159,0.0466907658155229,1.69492452006069,-0.113366268085351,-0.187520877077816,-0.184902611078818,-0.473818232739756,1.79865816472088,0.685895022565277,1.32017407584018,0.681161312808066,2.01740302248059,0.69285362804704,1.11898018598388,0.626750118990237,-1.16134685654839,0.793856474610675,0.872662381063702,0.251110327865016 +5.12206848395441,0.77190400974234,0.0867573491940029,1.01696409847364,0.293119257283279,-0.156546344416809,1.85612579183109,0.344247879047412,0.617156483112851,-0.636253305655121,-1.6306961796259,-0.652648441028777,0.605741758711819,1.67966133730745,0.275271665445324,-1.90770485317675,0.455229842339711,0.308195476071881,-0.318866282866024,0.758073025830153,1.03409190813367 +-6.02444655726935,-1.15911793016754,-1.01622730952219,0.585765715021974,-1.083183361415,0.306960707273388,-0.11732708299958,-0.508557765960831,-0.0751993735337532,-0.579931685654614,0.238699798767045,-0.532766719577926,-0.429567177616715,0.996417650532524,-0.124729244892916,1.06503907118834,-1.09612293040833,-0.211377727871299,1.26448186075594,-0.857707870568843,-0.875936482686986 +6.06199901303112,-0.237915527670336,1.04475245037597,1.06300695468116,-0.342324820311577,-0.372333995639055,1.15391396283869,-1.57400341810123,2.0126009107311,-0.333771672542436,1.0169916593411,0.698844570800419,-0.124073474213654,1.05279649757564,1.76109033745726,1.11515250389844,-1.77484253067621,-1.26283277828197,1.11953286032652,-0.446962092316651,1.13451384897862 +-0.181043086990496,-1.22219332602225,-0.806780025024167,-0.894980905534178,-0.186827561626101,-0.0420044887913548,-0.503422021286561,-1.5295740408496,0.534156498928817,0.681509360241426,0.844247896999027,-0.573393343574163,-0.599202931067841,0.905770511688953,1.57597834425601,-0.556715146210946,-0.0170554337654819,1.90046218122278,-0.323230408741797,-0.846295877242059,0.638731773931752 +3.31069257928822,0.116806212925635,-0.668687404226636,0.451320105283087,0.269584211179027,-0.413723668556705,1.14446080827677,2.25870056232958,-1.48972426174394,0.142353600657084,0.292971982585626,0.785940105436184,0.857961701349483,0.655866051848972,-1.00936573387388,1.88795969859413,-0.7137378266689,-0.792324583839875,-0.577803513409354,-0.556020256458034,0.21825437030089 +-2.44085682555576,-0.132499628013521,1.03754735354714,0.380379234672708,-1.70585081630684,-0.151412094459506,-0.566697841736478,-0.320724519558301,1.03910751557626,-0.370513782057931,0.644890781940654,-0.350692035181179,0.802985689947023,1.24498129472619,-0.47862278003277,-0.0588925762738085,-1.62120045684809,0.361217847346457,-2.6600858328673,0.642278998841233,-0.144238085879959 +-1.02507422407212,-0.0336847760376347,-0.33828403453153,1.99446499124079,-1.23368238789647,0.0937987626888589,0.97296438021396,1.77625400960426,-0.743887452963405,0.0845679834073242,-0.209035879739662,-1.17911518995335,-0.324113872205094,-0.199896076885251,0.0110055435978324,0.260922257355342,-0.474708608562075,1.59731673992078,-0.986604259111839,-1.54207452155876,0.694060613788508 +-2.8516425620738,-0.62232641822747,-1.41555054850076,-1.05790849649378,-1.11488822582743,0.199277732481744,1.06976451298309,-1.89849322255225,0.0345044274257058,-0.856232558717829,1.05631267110768,-1.45209835551708,0.586490385000979,0.250648698097514,1.14031969420388,-0.0225424517683847,0.278388203753863,-0.725788648250713,-0.00453193288210917,1.68400346445042,-0.752387698269806 +-0.431559495526263,-0.709363461552928,0.306885713302371,0.727997613733199,0.505861006405637,0.623177853632149,0.219351651440816,-0.0599384686388425,1.23235711189895,0.11129157238533,0.021990918239186,-1.63372670077225,-0.882781309293186,-1.26372809710426,1.37824956884496,-0.403775419405386,0.757620024400476,-0.0933054503092974,-0.997324352778324,-1.71288289523026,0.00430534050410036 +5.61811635447271,0.871445414408745,-0.663165012668779,-2.10372510363417,0.650362203311972,0.687404055637411,1.14597670409259,0.18836625943036,0.366905943423362,0.640609299782287,1.65874069255285,-0.313266781965203,0.402468418095587,-0.766249377699483,0.575181442126114,0.682383228633301,1.21755943185335,-0.759598072435304,-0.783632672145289,0.616791265162155,0.236760869301315 +-4.41774270753415,0.105138019037167,-0.258555546217679,0.352237386352279,0.885681661085221,-1.07518836662974,1.1823755610863,-0.404902137603102,-1.0031284902296,0.890248705289831,0.872773702088197,-0.357822847827359,-1.15016645481578,-0.00805911360355175,0.515540486035591,0.383495224886746,-2.37534130011393,-1.15582773996669,0.310102213522427,-1.99275008751556,0.703899704012299 +-3.4039996833867,-0.186935267573857,-1.06428806298683,-0.645248874383878,-0.351427535428021,0.491562999457248,-1.10699485505219,1.11917377637758,0.403362027003273,-0.677161333611239,0.765628251711891,-1.26834677398179,-2.13048873540547,0.0188823761638101,1.10224812024096,0.352383560215305,-0.738945811998597,-0.0104561192821656,-0.331967656100562,0.0546357358969611,-0.758795954121871 +-9.3889648365158,-3.21318853242083,0.197344767998405,-1.18458782712337,0.548080870500256,-0.762231731986609,-1.72958287566803,0.161200964544694,0.301441901557465,-0.524000744608249,-1.06723038047618,-0.0295812588088572,-0.261707367004514,-0.275674817499667,1.13944308414119,-1.03551645120066,-0.460064471207774,-0.961516922293715,0.673817343699179,-0.784534098313356,-0.175139986757422 +0.103331190398053,-1.27561870316385,-2.22913876076237,0.927677621340037,0.116902228429139,-0.596398078210035,0.544046950873231,-0.198777758199007,0.827720265705559,0.300541719714853,0.273170056687516,-0.100005127726972,-2.23482389848201,-1.05833312801218,0.865694212861428,1.41497930058166,0.319183971455599,0.461659620161222,1.17088051717008,0.854377722273032,-0.22254326657727 +5.81547878397483,0.762906317886378,-1.86591070547253,-0.197121714441036,0.913297306702691,-0.689149871676737,-1.19988530674615,0.20355940890411,1.54958145340879,0.681705056994559,-0.551912202309055,1.27719337898488,0.151116919527077,0.988613586817738,0.644524317851968,1.64920667021965,2.24439776967619,0.123030228568666,0.0796557977759045,-0.510460429612141,-0.45901622755227 +-6.03532060216345,-0.406815143442807,1.37769297703385,-0.60280838038515,-1.78745986119891,-0.0429767995013448,-0.342328821056562,0.245010824831565,-1.19624163156727,-0.0537209164162506,0.051674534556109,-0.708199427720644,-0.843231915976646,1.88538159715189,0.828244505532307,-0.556048699460203,-0.938019228527646,0.0426306580705576,0.664581721210497,-1.48354549945414,-0.918927519049126 +-2.30229591817074,-1.20831778388061,0.660911419576119,-0.218741726697094,-0.535902907743375,0.369814838516712,0.032265633372927,-1.25539687579167,0.846665874894165,-1.20353039764304,1.19555087800189,-0.0633110774668318,1.07647674179429,0.535987588796719,-0.780069456956774,1.05557601325257,-0.642082662566183,0.635846087510944,-0.46102201561971,1.72391501142989,-2.1449047898732 +0.365390948727256,-0.43932265687835,-0.127947131338847,0.326796026275977,-0.519391574000097,0.752340307570152,-0.847635560771293,-1.12092770585537,1.01834306389906,1.76096293593686,-0.347580132159074,-0.138694620834819,-0.184977975442597,0.0224616719559551,-0.0487134218222634,-0.476628754753308,-0.491776830941527,0.0119836664040483,1.02372757618263,1.10756147821712,-0.539804086950226 +9.96072513996613,-0.375580745942977,0.263329741105126,1.34134518518973,1.63632514088046,-0.527835546284235,0.192152747850904,0.498413816290037,0.112597620693675,-0.63151628393759,-0.524491164010594,1.42972928504856,-0.709643958256882,-0.00159613135801659,1.99263166637545,-1.28084494998946,-0.177346385816485,1.07162523948582,1.32870725769858,0.100379011909717,2.02400454234092 +1.86867947186781,-0.501442395146708,-0.3194761108539,-0.32586607449141,0.881215388465383,0.563585574367115,0.149843029976614,1.8387664063927,0.591995066789611,-0.801336413839491,0.917261226272311,-0.0989319671822469,-1.16382583285474,-1.70176510690683,1.09214387082401,-0.0152643728940678,0.711578724288119,0.540259359381965,-0.555316204150479,0.172600747256022,-0.452899406031164 +2.32856547562468,0.496612575778754,1.47853851083509,0.144277860206289,1.32341827020762,1.06530058805711,-1.45350378022741,0.167601675444096,0.297436605497908,-1.33776178908217,1.22551054534424,-1.14999870374507,0.584730197289107,-0.0485730829994085,0.691114611954269,-0.631659359933392,-1.18488998103616,0.31320290509032,-0.176681046672795,-1.83582155139182,0.338885156215085 +10.0652319504086,1.52088093822893,-0.0670620332224565,0.607809954270156,0.147756644208709,2.10640690362108,-0.343179902699437,0.309710358850942,1.616754368328,0.446386428053065,1.03111949428358,-0.152731292480323,0.445422949784175,1.61395548383101,-1.07026179010922,0.3750346924126,-0.886886879389184,-0.0957134878748517,-0.0205297561921346,2.72101225228667,-1.3192866271611 +1.87297436827327,0.988091827811358,-0.246903583780643,-0.133905709782357,0.547236031169844,0.329044521649423,-2.05776890217183,1.28922252343946,0.760786861779627,0.435522540378516,-1.1075369858888,1.3645745427525,-0.361271959129325,-1.10137008241857,0.801524865068356,0.117975983712715,-0.817597478965433,-0.142904810607583,-0.405429673508568,0.349833711413101,-0.541591451356916 +5.0478984055621,1.24612253397107,1.1410012897795,-1.26858286401452,-1.01117823132279,1.69922045005612,0.273613586201685,0.0563436897685435,-1.25324480309689,-0.193460278326741,0.742948673446856,0.889304757247416,0.786344228059756,1.87605431024763,0.000116332992018152,0.662839843961309,0.199762702430819,-1.23489928402624,0.433856004008362,-0.303782166944156,-1.12467730176591 +1.86900649741999,-0.329867327498483,1.07577806042193,-0.719944441392013,1.05022135367983,-0.806467480750005,1.09639631945775,0.240923132223369,0.262523636243712,-0.488550593248987,1.87872393932437,0.648928010048952,0.241172168188849,-0.799909909496036,-0.059276808407932,-0.147835208126102,0.18815948827854,-0.308054603763915,-1.8610481964799,0.453125589543443,0.120925846981658 +3.29083399656299,0.844344713988944,-0.0969802691141702,-0.0525887240407012,0.967845960363584,-2.0242610805593,-1.17261408217941,1.27127722671085,0.0438442261966757,1.07296956552271,1.58806686496494,0.0374206794809672,0.59021576139252,1.05590037488213,1.46141976770486,0.794850099216803,-0.147662355195556,0.296625004596054,-1.53009297588199,-0.923463411741081,-0.153122466823266 +3.0336002082153,-0.981075755246316,0.697311536835338,0.698086672837124,-0.208929352402129,0.698314034432677,1.3915010210576,-2.41873701199889,-0.0984993655955848,2.28193027778962,0.2181090614126,-0.109680810207325,-0.16058958351721,2.11848992869926,1.45837612658537,-0.165569824115401,-0.751005615310442,-0.556531911327987,-0.63765601968482,-1.17227462398211,1.06768524308809 +5.9807276575002,-0.139221405117457,-0.153050036363079,-1.42212871280505,-0.0560291272961223,1.13550480806825,0.289367083891033,0.685584815271763,-0.503817300745271,-0.143884006433753,1.74622762321331,-0.645788551990466,1.62384477028019,-0.0986989216301338,0.060421456605115,1.08723483176675,2.58598709265297,0.0106582081268845,0.927602382362682,-0.325084069278705,-0.0418636493474757 +0.383541573390096,2.1854379064735,0.379716865193939,0.304715457510926,2.06737731207281,1.32992646383483,-1.7852377285195,-0.473222070313475,-1.6681644125742,0.0461557017727381,-0.252567504001787,-1.69115469643354,-0.216781716696191,-0.318714585538845,1.78654364820882,-0.105727453424546,-0.64840840679871,-0.463970054569287,-0.701432893052557,2.06749241123929,-0.698890995554636 +-2.25269994883845,-0.0128280098786072,-0.69590739562154,0.775645035147207,0.45156792055866,-1.2119052397842,-2.14087837233644,0.141428268175959,-0.0272453470067521,-0.838285093695808,-2.27605997638056,-0.170735725389895,-0.493681749153948,1.34714565821473,-0.93742578484698,1.69101952375819,0.505709672383399,-1.00051764924787,0.857594482320043,-0.267241936048887,0.47021747583508 +0.86328462172485,-0.305308925970688,0.274907691011611,1.83764492401374,0.523300405614146,-0.832856706553061,0.363282472701404,0.635762319819275,-1.97301785724334,-0.962129281708105,0.241908247961693,-0.418005453420982,-0.316325159830704,0.648781338087715,0.37754531315971,0.559852831614318,0.111908092287217,0.302674195597772,-0.648989555762322,0.44355070308423,-0.906233156107685 +-1.44225328032629,-0.584213460652307,-0.610332293846857,0.048724714221267,1.14789489598776,0.26279658165027,0.0456982988570405,-1.21051647808795,0.607688487947147,0.798239411181551,0.906859481204642,0.120118820352484,0.61475380740065,-0.384211001241881,-0.486756240776014,0.937131524229911,-0.898535629045698,0.256286942606701,-2.31945592773795,0.415692673056958,-0.658610200170759 +-2.07307512070131,0.771268501872661,-0.170141878802862,-0.487241700741184,0.244932260172444,0.0736393206737803,1.15912953102106,-1.47492554006056,-1.2665547970784,-0.286995424486805,-0.774729953525852,1.03678079453571,0.120450257918685,0.637800659267734,-0.304593695455424,1.7467303631324,-1.03193118826953,-0.989550234421614,-0.531498469895796,-1.51016002525771,0.239012736350714 +-0.920448441558727,2.1061893617618,-0.456575057357618,0.53324390346515,-0.24387887519895,-0.000120298204443101,1.33682483845038,0.929817923263343,-1.48033889707159,-1.0575329663621,1.17720764353009,-1.2311170371072,0.522293481465465,0.840442170379973,0.612638654151294,-1.77631076740002,0.834707963544631,-1.27213244461127,-0.17509964533076,-1.64811419322908,-1.20965368354808 +-4.42622205215331,0.412157036847037,2.2940282942043,-1.31822356728296,1.26339960527081,-1.09306549345413,-0.136442627900764,-2.02052773663854,0.77821810190581,0.613257206840711,-1.89248952305105,0.518044231128528,-0.417314887025741,-0.844709807668659,0.513928497148706,-0.954741327837798,0.231785608598685,-0.927308239474993,0.22601743293384,-0.82404250417588,-0.209883738551708 +-0.470058101018846,-0.261264878093957,0.136260431587225,0.342071543423242,-0.782273776558157,-1.73359767862777,-0.711790620917109,-0.693841381578281,0.690561638436592,-1.63845607352624,0.273652260546164,1.08322087926347,0.906839842094411,0.624693067445816,0.515398914504515,0.397528831408303,1.55617878631231,-0.538440490414054,-0.598522426972803,0.293180004980374,0.0488809830518163 +6.87357516180216,2.07378364600369,-0.386093411422906,1.04901616459563,-0.244787760618254,1.89579708298723,1.13270113399319,1.62393144004212,0.405899825215866,-1.47801800400613,1.85847840628458,1.21884653929836,-0.0440135356817726,-2.07337204021827,0.271153135107887,-1.01834923380919,0.277423579514259,-0.847108760502454,1.52138461533133,-0.0105158131470427,-0.449095377839638 +-3.53248726982628,-0.778830223440943,1.20044057678057,0.266830402810835,-0.119372292286951,0.516250788719096,-0.623960599688892,-0.172542132995556,0.278221340770337,0.9823593594644,-0.37210273974653,-0.916669782732666,-1.369498239326,-0.686297484211706,-1.3125452082389,-1.36540372438191,0.767020198965774,1.09253337481473,-0.33209906617061,-2.11132573758932,0.191478732059977 +-10.8501608644315,1.1315325132809,-0.0552567744482472,-0.893833578604111,0.347568466664505,-0.0800708929730354,-0.629972286754156,-0.463672278361404,-0.216625376494315,0.261632690036133,0.700477859933213,-0.00033391003615111,-1.81446255513506,-0.65131928155585,-1.35049258207255,-0.99267450301035,-1.61699219755096,0.588878651984283,0.270166345339768,-2.00478315610671,-1.50088766016923 +2.59624981787155,-0.421345128083654,0.232386441981817,0.771203492869427,0.291776745840745,0.0492650785624754,-0.482686596642391,0.114029183879237,0.156312402510128,0.149104789094892,-0.119652114141602,1.03766964291584,0.531122544286503,0.138353575547303,0.640120670595771,-0.451717837430492,0.591251912514028,0.643325144572872,1.32853311041012,-0.636640044817896,-1.16798203044202 +-4.82315337559163,-1.02174737001973,-0.672315752524819,0.779552612955866,-0.940433651627103,0.725386422474663,0.517470411883208,-1.75609113404184,0.213699576901967,-1.28500400855081,-1.18842086463216,1.37033309356674,-1.00434435104583,1.5414126580808,-0.180043877947046,-1.80248740103961,-0.677726477183551,-1.08085103013401,-1.28872261136892,0.331846828247459,1.01741247038301 +-5.24500479029586,1.21830537874678,0.0106614610970628,0.234717894062816,-1.46992048161512,0.633406393741076,-0.631828877876764,-0.032137347589915,-1.83911591010739,-0.0489013613211928,0.69669289928812,0.896697218495276,0.199005755638743,0.322300609201936,-2.50119674246712,-0.0220509261470931,0.177978101124652,-0.210077868460426,-1.24160979065733,-1.51165893110816,-0.450630331228407 +3.99643300816234,-1.79976067489539,2.32816686480162,-1.05465514951653,0.831562631122578,1.12130760447344,-1.2944304112851,0.81049164781555,-0.246150612244573,-0.401952965677262,0.882722209899175,-2.84586212885214,-1.01694997040603,1.16238816432727,-0.0681571079042256,1.33346859573863,-1.86215698126868,-0.455979635596972,2.07768762129514,0.753169483016124,2.82933109887699 +2.70944217415005,-0.308249938350721,0.0597269142797189,1.19077440871659,-0.0697530212153874,1.33433138824934,-1.6677855412358,0.445400833311859,0.133823298671864,-1.53395461126006,0.148564955807352,2.29652406693352,0.505054605524472,-0.446189313786759,-0.857235347830139,0.0293912758032805,0.810730351077362,-0.405088604002099,-1.57813413907805,2.01690725140997,-0.10700645772839 +1.50589717835834,0.0155152433487359,-1.44693946009223,-1.98270401107843,0.812181989273493,-0.286289261934734,0.582548842470448,0.896349197325861,-0.714504921796095,0.250213376405211,0.735895931680272,1.52342021250717,0.618119748595881,1.7541398908189,-1.78001283328821,0.210462157745452,-1.21698816920683,-0.715666476971243,0.688964967278857,0.513865640254803,0.823093707014074 +0.137445586821626,-0.442317718666929,2.20036152781667,-0.348408899003471,0.69492522148172,-0.501716089109432,-0.153593858490664,1.84959249018176,-3.02262140934185,0.674446831202731,0.0746507091014775,0.960291479820471,-0.195053508795283,-0.686078894653405,-1.63090600050795,1.32945393846802,-1.46934631964865,-0.751501890906192,2.23325946064397,0.225660361589662,-0.150289978254174 +-0.553337938409801,-1.63800773288119,2.32740544737097,-0.176042498711798,0.658690398103188,0.258552148741771,0.957669365144788,2.17458604674128,-0.519162363670334,-2.12242339029596,-1.24999172438629,1.14365178546224,-0.252375764831313,-0.34932505622544,0.760953072733448,0.696607404690287,0.347635784488005,1.08077078133829,-2.56805892174357,-1.05775124499093,-0.895501421612113 +-1.64330581207083,-0.641401156182851,-0.463827663542549,-0.322286429155778,0.524561901867675,-0.511457051452208,-1.35792087999614,-1.36576790442395,-0.260168106824631,-0.868935053024129,0.643029598031873,-1.13652789413586,-1.90482777577693,2.21925339909339,0.545626744621709,0.740245391620396,-0.177503591211197,1.02615924734245,0.684601606990863,-0.772952866001004,0.801196848726559 +0.410017614710837,-1.55703574445065,-1.22571215168927,-1.17494094108502,-0.581008139341027,-2.3234248274916,1.07790749003685,2.07677354716018,0.0335163664038203,0.191754302352371,-0.611280489559985,0.289495204448504,-1.38115318323585,-0.468732040533343,1.30023971823559,0.560878734974999,1.78431234917537,-0.687802559697161,1.60155861820398,-0.397542060523689,1.54375453601687 +12.9261627889296,1.92316365296288,0.143341290908238,-1.41277045150557,2.92848184983397,-0.390590942879846,0.997875521890337,1.54407842576427,0.816063818361418,0.648171070214499,-0.380790427489293,0.00840066656222482,0.351134482210849,0.388298591027086,1.11966433165744,1.26016640198086,0.667474686401911,0.792776863653866,0.518515318701047,-0.75120143527966,0.593847450080086 +1.94972329620365,-1.85682962839986,-0.529731267505199,0.451626060656381,-0.389399927710005,1.8712760990125,-0.747056663337015,0.557963274196136,0.311939467397787,1.67365443823347,0.0148456730208396,2.01038206694519,-0.781748700038742,-0.0246769585494323,-0.251643945739012,-1.11340642611742,1.54592798457699,-0.593538597505207,-0.278950517808386,-0.0516360570581999,0.451429989184884 +-0.752260243461123,-2.10611843559503,0.337639369061343,-0.525298350710333,0.662362151177611,0.362715187987918,-0.717564676478601,-1.24192533700313,0.254586379819752,-1.13502082027648,-1.49147793924846,0.0899927119524117,-1.01934491027472,-0.528267463642083,-0.214746321191214,1.10094091300262,1.51138477425402,-0.857527812392038,1.58418831294299,0.588419968322054,1.48708992768164 +2.37127574767072,0.697648526944346,0.109689541481443,-0.433575951905393,0.199780970667156,0.957994565038709,1.7629528353644,1.16559525588944,-0.84882917737201,0.0402665402198624,2.44094378808911,-3.34563794730246,-0.581909144871396,0.41765963324548,-0.608090297287957,-2.9981545118915,0.737740667219153,0.31738405402875,0.928129499961124,-0.510746428124711,1.29609144644674 +9.88264594593587,0.907444407728329,1.51178025190638,1.47993336003842,-0.42639786345164,-0.788338729897408,-1.93264927454721,0.348270615458727,1.58035609039531,0.725314924699348,1.12038361616409,0.0213603895633981,-0.0581957559009558,0.744778441970299,1.80656131071037,-0.154082968271939,0.493260338973026,1.76503991502793,-0.376240153711485,0.0547832866504557,1.1245991718018 +-6.24166879257999,-0.195988198884024,0.00959167927762455,-2.13498696554057,1.39921368460569,0.36731642743516,-0.627646743605312,-0.260309048838711,-0.730999817256538,-0.864114071635175,0.97892787523354,-0.574772681941842,0.00901808598505323,1.00865211712326,-0.428723489706183,-1.57118282243669,0.56652429835985,0.611390181627492,0.774675372172127,0.35317192048696,-1.54920301833005 +0.782650255841906,-0.2068204879556,-0.163188144479311,0.397668799982882,0.704396957304252,0.330530839572843,0.785206419670677,-1.19750155157523,-0.0659977122920176,-1.31403902318856,0.0817701171584603,0.832031444887401,1.63243256739216,-0.744222614530524,-0.602868428429874,1.98200582202261,-0.316634187618953,-1.35644476897554,1.31677615135665,-2.51881177068393,0.171180585269048 +7.30404073146546,0.725043170475101,0.715684198399976,1.20676568137171,2.04426498772787,-1.16758582425335,0.247959456834453,0.731783120549759,1.22622764459211,-0.635089473443259,-0.816598624951971,0.762218058977229,-0.736647797966381,1.01359355123786,0.864173416412688,0.301944682681148,1.69698487904507,1.56956088649571,0.311246277892076,-0.749407140994547,-0.615587345118275 +0.142621640761443,1.3987189554318,0.68492244456902,-0.266225827344175,-0.00572797001995929,1.2889194769027,0.286760651874148,0.634568816692689,-0.265192583535261,-0.984609024994473,-1.49626770124923,-1.20759048185621,-0.310595146899561,0.641023048444669,-0.401873746399283,-1.15608011998893,-0.895130195929338,-0.124320529251213,0.578711438922236,0.0816367256184149,1.11463750234993 +0.00462178145132405,-1.59055514942723,-0.0527280720400458,0.702507883967807,-1.80605861800618,0.0987992058387142,0.628203148846207,0.870878731009781,-0.814577827904768,0.194555388389239,0.254541317742789,-0.889011287819682,1.06633741089665,0.88505884700982,0.935718219595065,1.70968871832923,-0.148846925296889,-0.531955586011622,-0.100475642054497,-0.275258900908831,-0.969302954906058 +13.7059449758788,1.30449707663973,2.78619308154351,-0.0396928705884593,-0.24953535096849,-0.929625319841544,-0.643610356673683,0.111946813335232,1.18127281762819,-0.129912066592671,-0.58975322393224,0.292717253007649,0.0123899730697767,2.29439115750005,1.21350632050802,0.013971360831724,-0.458388844660838,0.661975975061225,2.07644278760988,2.01926589716521,1.37797186894854 +10.87289928757,0.196011733697651,-0.762066832464838,2.33158791684436,-0.734887867247464,-1.1804720612098,0.66142486660389,-0.0655570055864658,0.481410306441204,0.839551238392622,0.26481731903326,1.08666460010497,1.91615089809069,0.539099437025883,1.96000468683448,2.04542018642317,-0.72724673938523,-0.54294680469656,0.72509490212096,0.337572940583245,1.95290686795085 +5.59173096975854,-0.339343445485698,-1.02725414787768,-0.963499983487604,0.204408031337269,-0.291388219431831,0.402781590497633,-0.404785076794345,0.856727587569624,0.329690510354091,-1.16273298574739,1.30691465421241,1.38213678077959,1.88950805614363,-0.322254535952448,-1.42297662580328,-0.128286090535968,0.18360064532921,1.6075397214464,1.76706277433763,0.536945488942981 +0.0300123845236691,1.26514414014377,-1.40046896615667,-0.73775940206148,-0.186019863251228,-0.660819784466154,2.79722651306136,0.485675988279403,1.41596488907463,-0.219200338693375,0.327300732077844,0.491512226267589,-0.798199029087801,0.0413661657435832,0.591201010825177,0.0748610543332498,0.458949258068436,-0.842726528931439,-0.612427509653854,-1.98746344370356,-1.93143360659137 +-0.1975753335558,0.939773685073443,-1.31091749894913,0.824539561630929,-0.0242311727030947,0.228457710166299,-0.348102451489889,1.18373194440707,-0.582899857435187,0.367404351317534,0.395282777607229,-0.368305419485594,-0.793142548179489,-0.976949415542459,-0.148895504505333,0.0275258981912516,1.44815987776618,-0.731785889499786,-1.15678135466819,1.37008393473752,-0.702059156250227 +2.12706614607229,1.27795248593622,-0.980845670873372,-1.26706613401421,0.485054041189742,0.103382037308315,1.57407719299617,-1.21579408870619,-0.252682401128319,0.857337206572765,1.27431166351998,-1.52148094992919,0.485551277562323,0.216845423341543,0.545831404814086,-0.354574655590781,0.0577131114337616,0.386363012144978,-1.33990515329739,0.516804953495136,1.33047372899452 +-1.90815254196583,-0.291160143634804,-0.604417109145677,0.829917649753976,-0.739592757878145,-0.343224112421708,0.358705086948333,-0.59487819519722,-0.0404650501487351,0.372697634239465,0.457283476685927,0.485422879325203,1.09604448466106,0.226583904986177,-2.07274887323277,-0.782708961127882,-0.769798474153273,-0.504590531740265,0.397067238287037,-0.669255836721038,0.264199074079573 +-2.78930627721119,0.776172449681573,0.275159706094757,0.94346841628186,-0.0979199886375896,-0.689005242208057,-1.34001243670762,-2.98242936497068,-0.501141007479753,-0.28711937838953,0.187401712872888,2.56316478661694,1.11976360138268,0.0953626026958835,0.614863590215142,-1.2724934646029,-0.334911730447334,-0.547343153025499,0.297303229105324,0.0127988006480557,-0.0257503256715498 +-2.19998701948285,0.295725633211195,-0.202413580613695,2.08551173692422,-2.35779937808746,1.10340662928373,-1.97824480534245,-0.251570631273814,0.151937226291034,-2.22204385218627,-0.326833474318296,0.628795390800624,0.259611077938693,-0.539297708642341,0.16076021598161,0.0861958162276634,-0.0827504101999631,-0.913687391449746,0.0656818163300045,-0.391669452101578,1.38709116240136 +-4.97749582658556,-0.517199554781421,0.542815828928492,-1.24271015789826,-0.985196691259109,-0.0785741216100611,-0.407007923684775,-1.43825022356717,-0.390014985987997,-0.832616123436001,-0.434581528325696,0.232995903589629,-1.76669035962426,-0.357219093744371,-0.696605741726746,-1.73265364541121,1.90680651456642,0.431608318278075,1.3515593531491,0.701782250307073,0.905759101526355 +-0.206577069842903,1.75723302433968,-1.62671582335989,-1.73039022875383,-1.45183857184451,0.444579015837616,0.350351583102912,-0.479770523985166,2.25444838915604,-1.16767588369188,-0.0740184693554806,0.794113002652377,-0.269575749071516,0.176920896438675,0.148625022984088,0.464186898553759,1.0647635318706,1.01031083842158,-1.15340441767255,0.0995949042109551,-0.221471654950771 +-7.23453015227166,0.161726818855121,-2.36986705647144,0.809007630418801,0.723303652707882,0.39938922195769,1.11185717336596,-0.394705719458964,-0.032486163782962,0.386230222316885,0.259715913288637,-0.263892246283101,-0.126446432755897,0.260045740658927,-0.637635652514676,-0.287309423482421,-1.59608126903547,-0.452688360800448,-0.70922060623505,-1.82956667399285,-0.921094061399862 +-4.8703815099519,-0.0546843758381312,-0.86289210187414,0.870457852510467,0.745459745141184,1.00049222487971,-2.0163786836831,-0.779260826131162,-0.477983174126197,-2.22454797317888,-0.22309370188629,-1.29795144455058,-0.424865496014274,0.168148266979496,0.985182338354561,0.591638256179692,-1.2057247407751,0.332224465202516,-0.979486516830415,-0.382919209944188,0.754168748432785 +-6.92145409127745,0.528971600668833,0.370632699539236,-1.32166064165008,-1.41580780355377,0.00481024777511465,1.07695995669058,-2.51698540371664,-1.19844935680626,1.30395999266298,-0.860972695074781,-1.55593247507133,0.861256643265587,-0.51944178338168,0.360072709897021,-0.868111948763062,-1.22513491676009,0.437869956268725,-0.95786365771776,0.715162974733682,-0.511528513192721 +6.38075800292432,0.389734521255614,0.279107026811628,0.46768927020396,-0.0802119398276836,2.43703805952626,1.06636113391942,-0.214072526810264,-1.46822771356508,-0.210881927235474,0.899981259462116,-1.04417107753606,0.662946724622711,1.70529234315399,-0.664507701507325,0.84555592607295,0.856101838676565,-0.991495316813952,0.782954148186456,-1.00822185160838,1.08425563521054 +-1.10790035672653,-0.705771414843546,-0.0632493598588507,-0.789657443526872,1.60495710359799,2.64620391712228,0.592982978302173,0.558317376647089,-1.37564853778763,0.0309247833044396,-0.477487260321387,-0.310041140938202,-0.121654009329996,-0.583931231824444,-0.299035491824471,-0.742858114000845,2.24344465236831,-1.2652908356243,-0.590349446130046,-0.228392734396716,-0.100751119018673 +5.70000535435149,-0.0531784750924348,0.753888689082631,-1.03776820996049,0.149021009869686,-1.86457541001022,1.17147248115196,1.1044871117898,0.16349135637077,0.129434097652172,-0.307012964402629,1.32498219026263,1.22487894845108,-1.15837348657054,0.674541836032956,1.14432859167714,-0.487564214316061,-1.08727527434318,0.23730629591757,1.55848239149058,0.715003673806572 +5.75950816442253,2.60644448878565,0.67804469614136,-0.624134918260691,-1.08037804828044,0.245742467280114,-0.204345479793964,0.411579615530642,0.559392261023737,0.208721070391745,-0.371782887586673,0.502800962357196,1.31215732866584,-1.25613270149247,1.02031854608479,-0.545214750205926,0.0568175699333603,0.627397555734709,-1.73366015413549,-0.162261539894223,1.16352277413202 +-9.44643974478431,-0.0725931047832675,-1.03778743149268,1.29657736314351,-1.47531195780713,-0.0966834698740929,-2.89604486546109,-0.33502767431127,0.430992211841852,-1.20192843443161,-1.08833450694088,-0.153851212721562,-0.46225479840081,-1.8432228275547,0.878296421111045,-1.9385587086331,-1.53430242917792,0.836727863385978,1.02983336727393,1.1083636533327,0.170146126772393 +6.84645144946026,-0.296271891430325,-1.08606039620154,1.28521478386892,-0.465270656268938,0.301013633248398,1.01533355902707,0.0152229925494212,0.337704384484603,-0.698668815250405,0.957904598730722,-0.289373170919449,1.29330445775837,0.536089643427472,1.77210167937202,1.27449505989305,-0.566585738534227,-0.832340867498688,-0.424060039119949,1.8281087455126,0.53779005846783 +3.59957321994321,0.734330336061997,-1.68313085859601,2.03857606404312,-0.194498909572995,1.07885620734722,-0.247742184774075,0.761555784549924,1.95862084958363,0.0360105925028679,-2.69230197161371,-1.00388571870544,-0.975720394194196,0.313030800803779,-0.514310416979437,0.218956406786974,1.82938750402294,0.904614128485526,0.24977897656143,-0.382033810396921,2.2927549038063 +-6.40003284747403,0.40148074643659,-0.027611448971584,-0.143073864508317,-0.923606991727421,-0.972366025084503,0.775762391145144,-0.130487507538674,-0.102612629826021,-0.651961551725352,-0.840005265504539,-0.294074561154487,1.67695112233649,0.3165328663259,-0.989678990441475,-1.04044109663218,-0.485685398517442,-0.00756295842315621,-0.819535787465237,0.450640688499216,-1.37112212258479 +-2.01635329593753,-0.538301076039725,0.974191884164553,0.265377320011985,-0.641735698443826,-0.0365664460136286,0.713107579590699,-0.86156945683317,0.314919446559895,-0.590658851245633,1.29679952705512,0.083165422465387,-0.203006372636046,0.865045911631278,-0.341011893642634,-0.257598002880089,0.0752054542978704,-0.992955642995172,-0.641492843680947,-1.75011389352791,-0.629637660281791 +-4.27535394212556,-1.08272281091707,0.544652667777904,-1.53658471394577,-0.469385485593167,0.622685324735441,-0.809419820238872,0.498741743409363,-0.784811289284821,0.936255896484707,0.794836248931624,-1.14024304216016,-0.605511967915826,-0.754971855611215,0.454477758907441,-1.11374046712851,-0.183300173061545,1.00026363711987,2.1240956891013,-1.46596402609168,-0.917084210472513 +-1.7083447421992,0.847801407504121,0.139595606246624,0.258342887155428,-0.199244214609928,1.18983650264804,-1.78176986394736,-0.498573688834051,1.42486864878304,-0.0476479526112399,-0.77173907446973,0.82247804522909,-1.5363679696365,1.0913012235141,-1.03672008244096,0.49389826389716,-0.274980333610135,-0.741177665278613,0.350851841309129,0.572691886947485,-0.429107941754879 +-1.8358871630349,0.118845015006807,0.641395374498131,-0.69545252690108,-0.0686292134363477,0.200803705651197,1.13033336677938,0.194125504114335,-1.0358920323024,0.230434883760405,-1.2200419754255,-0.290722495928932,-0.36624767766256,0.996826634368774,0.625478022503004,-0.958798961472517,-2.38168398965599,-0.131306454954122,1.62811790948276,0.437261962035048,-1.47510407012221 +-2.26415444734216,0.482247222776156,1.23839337642671,-1.19675079500713,0.294140872349184,1.29776907303292,0.134460453035293,-0.410664804668159,0.692610252707659,1.20793478099634,-1.81849016352533,-0.77085012497464,-0.442300139779445,-0.0288865423162414,0.285600058964015,0.237144108043791,0.857808967967323,-0.904887548611517,-2.26076652536922,-0.0865378685971492,0.0793252176068849 +4.81878764628495,-0.291324804724124,0.566551237401812,0.837490502116271,0.99449149131401,1.44369426603839,2.23645396971444,-0.300651483833966,-0.346880062844239,-1.81066516364996,-0.772853808472455,0.0298111027917876,-1.00646228140124,0.623851676414413,1.81578952323906,2.07290766620769,-0.633266152550737,0.368804310522139,-0.608212942692764,-0.346113502421754,-0.944083693751199 +-10.2381320791286,-1.65211027147727,-1.34839300287357,-2.15929042222089,-0.755680127941288,0.733596505316183,0.922376349385494,2.06425995831093,-0.000960163376736073,0.26130758492198,-1.58455971936153,-1.0336693949319,-0.299749047496456,0.409863177053256,0.32374467156813,-1.45788271661984,-0.942686394426573,-2.23379650107186,-0.0821259530475723,-1.72680305277286,-1.00033522635257 +-0.327851698428376,0.0690945982758841,-0.722518012964748,-1.5144169675772,0.126825066872786,-0.0234785313153471,0.142297941780792,-0.180143887749587,1.31002453602243,0.412569460292691,-0.838798100935392,1.1698327223325,0.470084207651606,1.43069959376554,-0.147265987497874,-1.65112923925828,-0.36603151756188,-0.453734261168878,-0.280825576582612,-1.64135608520697,1.45156896505908 +-3.10439506590281,2.39057669996185,-0.0964502772635827,1.75376676997199,0.847639304879647,-0.322114217839584,0.314046849075321,-0.0257832437370548,-0.950356416406177,-2.27541798149802,0.491342879169202,0.540355013460858,0.139788985051153,-0.562364305585443,0.519970416961955,-1.04872926742938,-1.27301455735133,-1.34971519425286,-1.84242028504613,0.784387778202842,-0.973281171655749 +-5.35825684383724,-1.46177168630104,-0.626409008668246,0.133864344389042,-1.09439475668148,-0.789569597986803,0.777908764581718,1.85481981221903,-0.504142601362277,-0.663782528360508,-0.301725642311502,-1.58247514591623,0.501317214185962,0.297928758407951,0.0340896122526095,0.565537217205066,0.527813001261992,-0.561310742886409,-0.398320373176492,-0.359660277509622,0.818196198784726 +0.536415025004739,-0.984806292747729,-0.752292605346771,0.00289214362423071,-0.69322611870438,0.462201378455512,-1.39347605528854,0.585979641750653,-0.687520421058572,0.0781408563198487,0.261050739127895,-0.780034923094006,0.387048361330273,-1.14821842591839,-0.535799237240216,1.01550375000998,2.067939986166,1.09965614341277,0.0988894175894575,1.7452503680091,0.184733174130142 +0.020018131254163,-1.33605374450295,-1.22742247680002,1.41701766718956,1.4250147931501,0.145597850443848,-0.0511410650376235,-0.471414759907164,-1.79120874105362,0.495145252773185,-1.77758449312681,0.81746941421597,1.07040923476891,-1.02251470255905,0.988193066999986,0.767598321224077,-0.236505466687667,-1.15255609109851,-0.113734204625244,-0.509057824710334,0.36685413314341 +-5.53859286558039,-0.365131611733055,-0.17131270673143,0.711655020855213,0.457393527670204,-0.268036296099279,0.706752947841747,-1.81440112239607,-0.668113819164287,0.0347884632441627,-0.299145899167385,-0.395744545030562,0.498912027474658,-1.17970310088535,-1.85477109267687,0.0443431098548027,0.981724747579524,-1.27460636705397,1.50578393634704,-0.32294275366925,-1.67851145295055 +4.29491477782613,1.38145424797967,-0.394563473413205,1.14442872144804,-0.62706432091076,-1.11887653742719,-0.792060850153379,-2.31182873032737,0.661528286085924,1.46438745781444,0.0370170932189471,1.4124385343489,-1.51162347585033,0.676581873244041,-0.341789873484795,2.27123280310975,1.01282260787936,1.15862527538126,-0.389414174948506,-1.61874084183882,1.00405290528145 +-3.60020601392597,-0.153317255754176,-1.73359419051145,-0.181963349351263,-0.695889860055283,-0.0900120398283286,-0.395856140224365,0.0466131700433267,0.872451078441826,-1.23505755493081,0.116525851401313,-0.917295725303465,-1.84907667523301,-0.739305856478621,0.577494528021355,1.52177976371163,0.452846640706009,-0.958780863653622,1.02125699667338,1.67306984887807,-0.420107271429784 +9.12532389076915,-0.255571634239904,2.30075563575868,-1.35369155927764,-0.565973959618573,0.64129419452485,0.113249997061225,1.63789567519708,-0.753883354738236,1.22941812856856,0.818250410538262,1.11540744189952,0.487493928461136,0.979409352166563,-0.0895900199649175,-2.22200014198427,0.378153562255367,1.70846450100935,0.541763619076628,1.11094612780002,1.14815403454109 +-8.00711761963608,-1.28862710359708,0.584314307832835,0.896611812315687,-1.80970014306076,0.806303628311986,-0.494116396839281,0.042072416926818,-0.363689880098869,-0.199531540511495,1.1647686389023,-0.418918039080924,-0.801765345346205,-1.57372452426534,0.603295138225541,-0.285502876301751,-0.431761757244702,0.603441646830942,-1.60887460297037,-0.284880950395495,-1.87326980756443 +8.34004373165617,0.06526641700069,-0.29489127856089,0.381589535970849,1.76556157475531,1.12763323827435,-0.994719525955232,0.491075204474895,-0.358217103533731,1.44847105035687,-0.0582065174769766,0.0381078244577885,0.0798289613733918,0.311277383173514,0.369806617387038,0.298554036759617,0.461774507599916,2.84471909637262,-1.2440797101128,0.694511623794208,-0.0370994966233952 +6.00099649654191,1.03532642142089,2.21159550863492,0.60826013728878,1.7332787157536,-0.204800648677816,-0.777367211038035,1.24323340479789,-0.530370687721413,-0.0629363554116102,-2.04850284914132,-0.372595183834633,0.781286997396669,-0.550063282144441,0.493347689602988,0.154707083642791,1.85605144166791,-0.101636970169218,0.503713319911143,0.684367386657729,0.127954424912704 +3.69029482729483,2.26021579186023,1.47270566432264,-1.15441642401098,-0.556087093483908,-0.929455547561289,0.0507951552819081,-0.618323563496631,-0.443244399710146,0.583254295406057,1.80006862835698,0.825520342402901,0.806112841094407,0.0456686781245766,-0.369483576409672,-0.379150498170732,-1.61944586537185,0.0452222082683416,1.21602200500617,0.754583307915456,-0.767448489422656 +6.93261521947418,1.31469627531537,-0.40656352476567,1.06102413113944,0.40734599656663,0.609786362423929,-0.922811555627665,0.721364279862845,1.53146390670393,0.628376506888554,1.42412034714544,1.17512073804216,-0.458747636710871,-0.855620869262418,1.34897405847311,-0.289911784205738,-0.537961822601887,0.392217686669267,-0.955342823198004,1.2462532961927,0.3131702565604 +-0.431207580885751,-0.870023345687065,-0.0744291359081681,0.471586543609046,0.531757834360843,-0.992866493475277,1.11621458417497,-0.18635505581106,2.95559300979197,0.515441232572307,-1.54936096054843,-0.47548645444348,1.0480447408362,-2.18613617831026,-0.530406645455397,0.853663888626261,-0.569038764408835,-0.111605753542651,-1.2394142105094,-0.369811185285853,-0.0258489015085091 +-7.27013329759538,-0.503130035385095,0.137399992021947,-0.682709832037447,-0.533886280734995,0.152607757699856,0.295548740812713,-0.273540070700816,-1.13717522192104,-0.427443176195326,-2.42742878589393,-0.995804533483908,-0.550784945473309,0.591252474702086,-0.208195410958109,-0.671005774408665,0.226699188915845,1.78716583687969,-0.442029632969392,-1.2742377625589,-1.17013045123008 +0.0397301793016179,0.607455555255871,0.173127703434541,-0.383565578769809,1.00516088666905,0.105557862539905,1.67492692352431,-1.65545342289919,-1.16394591768948,-1.71096004058325,-0.910961271875034,-1.09737682256768,1.31418333795321,0.218419806684916,-0.199074130474069,-0.535418707733111,0.569151276855308,1.39783383244462,-0.26500279398937,0.666812347953536,-0.0857862398006227 +0.39355350621893,-0.0100414162545742,-0.713959163601673,-0.591114896830297,0.222859475688804,-0.265382476534309,0.821879505828444,-0.554994660986688,-0.0903642673933641,-0.312635355168733,-0.046083932169366,0.0720550649693622,-0.821085999360482,-1.0687996793425,1.43965745567279,0.59634987700206,0.315376449518603,2.8572687622306,-1.90660020231168,-1.08226429626022,0.788894210935221 +0.606763609740895,0.275330299618763,-1.60949375675619,0.506595164096059,0.702133374028768,-0.339912487135512,0.512579720815048,-1.16653190923813,-1.02162574082495,0.760405044288004,-1.27489938973048,-0.658675699513751,1.21613779776848,-0.228266912393044,-0.260274032406176,0.724741529477529,0.754759170735552,0.609175118575484,1.13845453396397,0.403550656742098,0.627825974413066 +-6.24913768923891,-1.31229878337135,-0.852768245387931,-0.804396093359445,-0.305489951638005,0.9226744251575,0.936074432583662,-2.62334476357606,-0.19108467285,0.215907231919291,0.397692182424023,0.122922803336669,0.161859706466724,-0.0846001575296571,0.0682039219991597,0.997347451832889,-0.841459084322258,0.336151985037229,-0.997366614181324,-2.00999780241368,0.396815478368163 +-4.0848424988033,-0.42652986734355,-0.829150710144292,1.73908790503157,0.16996161340339,-0.355722927927705,-0.296103615694957,-0.189776023856767,-0.185913902956274,0.699016071942061,0.317495315242881,2.20319266677187,0.252685907915173,-0.0664245393120712,-1.53893588769444,-0.66834319478954,0.200411108810384,-2.08825560868475,-2.65719354951981,0.25846447009821,1.54795875329395 +-0.206634738359304,-0.926404247679901,-0.0913361884434579,-1.01608557937317,1.22113163012017,0.765135062249088,-0.912039908693015,-1.01539585660049,-0.192760521082704,-0.214381200996429,-0.816634531219197,-0.0572726447366296,1.4738737750637,1.90109420544745,0.682318244112589,0.546838913884533,-0.887077590448857,0.410067907341718,0.285219374963379,-1.51087611473489,1.32462520550302 +-6.1272269476821,-0.928557924611241,-0.551287279814649,-0.398341980004781,-1.39285370508154,0.115040807076687,1.06812185798869,-0.490879704941462,1.16213152485477,-0.192977350713116,0.640911131708721,0.75157155732366,-1.97528937132943,-2.24488498237952,-0.159613669889529,-1.080923870609,-0.560493356565999,-0.00850806474886611,-0.201503746010151,-0.997616382621856,1.43768912176479 +-2.37869940929779,-0.718900602222104,-0.298045178077197,-2.26665028643607,0.219406654943644,1.10426556017272,-0.682683080224611,-0.492660822811446,-0.142953510503219,-0.230344991349949,-0.321179089289828,-0.0327338890250549,1.27737769525073,-1.01651145368449,0.863025958635404,-0.068873175361086,-1.23628558797166,1.05708388532129,-0.813052073305133,-0.268199408751171,0.513604935325194 +-4.42309498299323,-0.414790569518114,-1.2630970825404,0.164274827279353,-1.39115672805753,-0.374555105701762,0.21573242359206,1.53682662166166,-0.67783518991811,0.331577163414951,1.34770785837409,2.06381128930351,0.206688313772698,-0.0386672991319409,-1.39537244504797,-0.772039919122231,-0.860696368003581,0.597022889843495,-1.38376317562598,-1.22161327106827,-0.85458695938557 +3.28393972346196,-0.00566789314053156,1.08776662137824,0.951952627233206,-0.154489168996253,0.180769995076077,0.90373102069066,-0.230208347464196,0.731041985131092,-1.7944929554118,0.00631779454637151,0.460702033076557,-0.33130088661664,-0.32292027659956,-1.43085694649662,0.596999591269756,0.2273755668868,0.390578100026188,-0.117756923497168,1.2203570335243,0.605551468838167 +-6.72953206772477,0.633448919494853,0.665648996939792,0.054525385209659,-1.27859642630977,-1.22275901249826,-0.438690371255787,0.530985566494617,-0.695486243386973,-1.33887166475084,-1.09395385075088,-2.33359474491292,-0.0404867641850852,-1.95478371456354,-0.517038504716613,-0.0913535678201129,1.51176284150456,-0.962040608543868,0.337124939209073,-0.0675675978312876,0.0285257782113481 +-9.0357162643216,-0.50918077365596,-1.04789589672701,-1.2873687334007,0.383366099710428,0.458000179698904,0.332150638794957,0.712612707996704,-2.14789234760059,0.585256481697593,-0.406904539519031,-0.253338334259917,-1.03772342073636,-0.331777226153459,-0.88755014697529,-1.49781209241805,0.689408235064749,0.513791254712644,-0.656580079356967,-0.141260911605622,-0.795156340403079 +-1.13659582893238,-0.857008619328728,-0.803354081918393,-1.39435043467372,-2.0783852461239,0.502765699863845,0.718669781813423,0.527330757879086,-0.301861135738299,-0.334230478004387,1.11072842309631,-0.468482181398266,0.705741586840093,-0.200444870451984,-0.428046881667282,0.348710301437186,1.31060763339381,-0.949244554039966,0.934667549258557,0.0243718863282967,0.586326552954803 +-3.16049450486006,1.61616757681286,-3.06004211261952,-0.584425444745057,0.73555310009092,-1.78685479111763,0.823300630115239,-0.743751319274924,0.530806377304706,-1.66048555056846,0.154047264051556,0.422304155489007,0.323257454017085,-0.417177993545303,-0.685584695737141,0.474764613871806,0.93931378484188,1.39946751641194,-0.670309105954439,-0.227726200172655,-0.633661291100884 +-5.32800492940351,0.993866406838329,-0.971375821869099,-2.01107219545053,1.37960480156074,-0.7036778443648,-0.126603991668448,1.54912753396599,-0.642947792863538,-0.560624736997064,0.282990839723782,-1.66578389696663,-1.57132301696286,0.0790961951723899,-0.471084785064349,-0.921077584022315,0.298048831451419,-0.140347922647387,-0.316916174111554,0.296222917279551,-0.850669528641082 +-7.16769642708915,0.696845859405803,-0.761851296082973,0.127519430170617,-0.17187897608341,-1.45451394058586,-0.945007525541862,-1.28901266374727,0.162867307133959,0.27315266731534,-0.637636842708772,-0.603005962122136,1.77217767778142,-0.482672732275547,0.184347154175356,-1.13086604517756,0.926800176229968,-0.996127794000868,0.448159344247088,-0.444724277516452,-0.988631411646789 +-3.26923291917436,1.6999706729654,1.45660702908495,-1.63487251076371,1.09735706860748,-1.60414612369474,1.55506704117664,1.28600108510545,-0.630011601623041,-1.15423018541331,-0.194402894330902,0.380498304880568,-0.0159257841869616,-2.35143902672784,0.516868118705087,1.66063790545305,0.126126145046032,-0.0546054485393521,-2.23676901477407,-0.0612421602603124,-2.18805826686456 +-1.83194460863013,-0.977741945262675,2.69558359054329,-0.370428672328058,-0.852761672557815,-1.56094227136217,-1.4516795063593,0.287454717143522,0.658602557839339,0.413429012845672,1.29720933277144,0.100734290383321,0.332806270586456,0.542603233611173,-0.240398043612374,-0.322654953448116,1.31502028363376,-0.631852201499693,-0.748108964793726,0.104224637947666,-2.07575384790707 +0.781314222640318,2.04881758195934,1.16272579655754,2.15677054123512,-1.04481541254496,0.27592243465692,-0.136407573505071,-0.224466722319258,0.713017154769931,1.18156645139599,-0.786436993848946,0.124544787144857,-0.508745815930025,0.243281385922543,1.37578610247822,-0.233118693476024,-1.73376857980018,-1.14863587846665,-1.73744374632424,0.489214176079912,-1.31302558847761 +-3.52769061328116,1.22644932416057,0.734917949347924,-0.805079829154713,-1.50801132010966,-1.49161301827766,-1.7621306224794,-0.9477709923456,0.452723418174176,0.184126256241834,0.0816127306427444,1.29690556827014,-0.49720450911458,-0.43546680600519,-0.111585317327108,-1.19256661526301,0.409270894402494,1.25294990484165,1.69027297110628,-3.31495707147034,0.134361814511398 +-2.31650370645139,0.307023011977597,-0.41838684205845,0.251234377259277,0.83317761464509,-1.38225931865673,-0.803922691863726,-0.765435763014825,0.867749430812607,-1.90434889125651,2.00838130997467,-1.32222711900416,0.0666730510315442,0.632675058086585,-3.07492110415276,0.342640839476766,-1.02899995907443,1.85601172403427,0.801898605688117,-0.512333634036692,1.33665970658744 +3.40009784850748,0.624332983926657,-1.84003941725705,-0.286580058741048,1.21357334945658,-0.00673430234899811,-0.464117378866836,1.95802836379558,0.553472250228127,1.53295266989759,-0.251947060355498,-0.944139995768169,0.752088107714531,0.006631956489772,0.448536872142577,-0.0795762265275516,-1.21525157010579,0.260239539973236,-0.400658953358059,-1.27209437553914,1.57080174674476 +0.733730778023518,0.0613414424510207,-0.666084192894851,0.601866432041833,1.12936762603826,1.0662029156556,0.923756347459205,1.49239995168444,-1.5874130978933,0.640801326255833,-0.260701693939386,-0.173294856278925,0.0465493830381198,-0.329373594223567,-1.46343566816291,-0.588248151992653,-0.0214709013557424,1.69411262310298,0.398323696383652,-1.25523063234973,0.233254311117211 +-8.87907822861263,-0.110825791428948,-1.91086098174888,-0.706173400264459,2.09068779696965,-1.55261600904577,-0.218666893638954,-1.89347524990571,-0.948927496541217,-1.28928401094919,0.774566180638458,-0.153047389067009,-0.715495000371136,0.289920254488556,0.658475647549532,-0.252876415078337,0.378705149902903,-1.79959656381901,-0.337344187079143,-0.114105480258129,-0.564004353519392 +-0.201526300700373,-1.5762335600693,0.471968288298348,-1.60524022642598,0.244523766072254,0.190475615257184,0.0548289234516557,2.28838364225822,-0.0175704928169438,0.736140707545367,-0.0906496470358612,0.631609424618624,0.891650174063124,-0.986050365448477,-0.22475183994917,0.668512034726918,0.305113819878443,-1.55992657131964,-0.201933736875251,-0.548059346470993,-0.111850958125219 +0.258707777759948,0.742589845818649,-0.360458747268974,0.50216845165926,0.367406142379931,-1.30233442655166,2.3630185540196,-1.16210243547512,1.60945478232077,-1.08999033365041,-0.82505302868037,-0.591627547734367,-0.515727222007572,0.303840476469393,0.506205189669388,-0.647450946750215,-0.921894537770331,-1.35814444352032,0.883496171842914,0.252060604381297,0.764079620057883 +9.21327767508097,2.14232339810565,-0.0188318970806411,2.1708597654238,0.29606987219254,0.235815318049735,-0.0397356776311752,0.0816236929495048,2.77456645000814,0.386303463522988,2.03525386075428,-0.437060135013369,-1.89373780082571,1.8827124260444,-1.3738254022916,-0.757887659435574,-0.720966271618976,1.37595145449531,0.0463029033045519,2.35489276466719,-0.826959188969876 +2.63757458061311,2.08977295667316,-0.967002593433541,-0.264469065064571,-0.621407373129388,0.957439551040995,2.34375787526748,0.0205077464733991,0.45272034441418,0.759438283810031,1.6668679853606,-0.1543057277364,-0.683891299800389,-1.16730915382557,-1.18815809149527,0.392445973189003,-0.674223688512477,-0.345303672057081,0.251823442623563,-0.651827005783089,1.43756761431148 +11.5722757047998,0.169794327127524,-2.01347317761235,-0.504368251497835,-0.527533627222939,0.643109314048097,1.3494405432374,1.11292874721073,0.709247463617614,1.28137946900492,-0.294225530470137,-0.708322047151107,0.484729636374339,2.04179959188698,0.232568512851142,1.02273127993138,0.673635379363215,1.71734909350618,1.35952633014018,0.496070420561456,0.701320040209905 +-0.157057453730795,-0.107877788921055,2.23236167536485,-1.12306450388198,0.595112569442381,-1.04982257870923,1.83795667782449,0.305002713350554,-0.865716116522885,-0.0117983019330812,-0.245536876232104,-0.408341489466114,0.196014562223554,1.54526394353883,-0.152545723351138,-0.0761341812358057,0.879467135524009,-1.61776756973603,-0.655617587305413,-0.424587397578749,-1.69158570463878 +6.9574949667323,0.18199449457932,0.15773029352231,-0.459762806512251,-0.0765058432157294,0.315682529159457,-1.03357388550499,-0.685218305914943,-0.97999519426386,1.60476858557477,1.94946610994265,0.893626207503169,1.62039269160685,-0.00152654448979214,-0.47115588543706,-1.37845367823401,1.03397869237613,-0.297364859680344,0.292675351650033,1.85467210096502,1.63257665775443 +-3.66864073390105,1.14592817832429,-0.687388461898034,0.523725791800463,-1.63869265327502,-0.436722162839511,0.101373421745543,0.460809697181372,0.094155809539478,-2.24148064854072,-0.0450067317228823,0.340354675513033,0.515645266222342,-1.2112289770755,-0.883226302413434,0.264796742038994,-1.11886218937737,0.0886315666397563,-0.374959284534656,0.909142775213844,1.41291519222643 +5.80517247962119,1.47729882260241,0.954988612925207,2.20512343692839,-0.256094974400428,-1.80629171733816,0.0538819157219912,-0.420184607803071,0.488849253103286,0.22844211185161,-0.506257016428913,-1.20106588768917,0.162010397760682,0.553975654310726,-0.30312419426274,1.58114102417887,1.82937005762791,1.47672131382133,0.185323308449509,-0.185506610413883,-0.229026190228245 +-1.29815789017045,0.40794415253402,1.0969193806044,0.380158947172531,-0.811085779834387,-0.696194901828708,0.690797560889804,-0.29522370163832,0.302510883474418,0.400432818685063,0.240959703035482,0.349020458741896,-0.575157895685224,0.0860498007887813,0.161994956033588,-0.533931720421394,-1.30509886238408,1.1923733383781,-1.073447483449,-0.50439348542958,-0.996041036998935 +-6.09131003034581,1.11427873521406,-1.23048770153067,0.623271876895179,-0.905152607069632,0.254706679082114,-0.904052157074759,0.254677051382267,1.0657610670901,-2.74649141627243,0.379873479499203,-1.87189024904952,1.1295772710645,-1.85010829226354,-0.508281752851482,0.679240484103516,0.183537091729936,-0.581066363975808,-0.277253288548268,-0.197695592010679,0.139064292890157 +-0.296736637141775,-0.0270758439935565,-1.06304813802084,0.413626180933821,0.186744403775038,-0.371664529235506,-1.60631422884845,-0.217587678643814,-0.455086660945722,-0.888029860772662,-0.40417402222995,-1.75898460405522,0.100402587407639,-0.00956268054443408,2.14701453673725,0.665800444228502,-0.501529713679256,1.13884414118698,0.926129516470565,1.52380645772672,0.371519147458823 +-2.40095962599722,0.497722203347278,0.0996551694491895,-1.25503415096348,0.281724196586006,0.669635112748367,0.670796289456041,-1.16576773510901,1.14864690918937,0.541127305654388,-0.184432700430985,0.248315037297465,-0.589968046243596,-0.061237655830475,1.07242411992613,-1.62147143542612,2.38039398957309,0.0527285648100403,-0.110872352717495,-1.73678114882801,-1.7153960656815 +0.307770585649104,1.18564001363487,1.69912855917289,-0.393513661338369,0.0549105929157742,-0.678351323387213,1.96819086333282,2.21684187489927,-0.698444035663825,0.407227914835669,-1.50657822880262,0.0515083954865405,0.379447067879007,-0.142277237323195,0.0646450218236846,-0.15633387591163,-0.480576150784511,-0.118069743719797,-0.42755294385441,-0.437544736723718,-1.71181470314839 +7.91630752731272,3.63957362674029,0.852094994245672,-1.26185045201786,0.548810146508265,0.888686989950394,-0.698243395416457,0.597230217255996,1.4765430070845,0.485920331103122,0.537290496790426,-0.296765863692587,0.19586837720597,-0.0051678253982641,-1.97514142075945,1.68285946220202,0.671526279215505,0.707115625014698,-1.55483153077272,-0.420820864868836,-0.148317068102049 +0.646586924950399,-0.05400259559406,1.1563557342827,0.872834779102948,0.378165472592958,0.908638827679408,-0.532986289841431,0.468330666342684,0.585430541024933,-1.22224876821699,1.72889359887021,0.450158051726843,0.907537728546388,0.505757131266493,-1.79860234294423,0.350164363203638,-2.09845849712317,1.37322928860828,-0.813161342735715,-1.19624866975285,-1.30456184244418 +1.0019524331064,-0.668147316886616,-0.534732478377551,-0.418900515740918,0.589715690372984,0.218270356806338,-0.389020879257911,-0.783154235196464,0.779070233645829,-0.638441856340555,1.06529607216907,-0.551519130202311,0.190338321861544,-0.0755000204684097,0.803132695507433,0.953277354596622,-0.165807247888628,-1.15864989369498,-1.29394975983069,2.41802502658434,0.474458365683849 +-4.66326479891953,0.445807957415336,-1.72799290204714,-0.417616322154665,0.840986125157274,-0.0267328599392075,-0.00512008195442802,0.332496101221397,0.362101328322737,-1.18556222487851,-0.85206073767494,-0.66985790749186,0.536176508032635,0.475606131030035,0.0791686776314988,-1.5035477008847,-0.164707149801954,-0.758268367218621,0.114942796165515,-0.291977590709767,-0.426176231119772 +4.59922487265576,-0.405825246363776,1.06214543593778,-0.593929564619621,0.661298521884669,0.322307868157414,-0.58482920231092,1.85806704788857,1.51135885766266,0.988161194788809,0.862894615571817,-1.42019444573005,0.421479955082279,-0.172949107851472,0.0699495115608929,-1.39473581716944,0.353090843304765,0.396439731547026,0.219546005888211,1.06738450810861,0.699044714364376 +-0.969355268512804,0.635283144521572,0.556121340855521,-0.179007761308735,-0.616707549302274,-0.222115965086229,-0.249625708892534,0.110188565258373,0.624267573221453,-0.77465229508339,-0.333682919374467,0.883722967361371,-0.404494887295093,-0.993178690034866,0.0359597470262598,0.557616441702231,-1.24680251161051,2.26346202967027,-0.313489124249862,-0.235457342600483,-0.243721690410377 +0.724559177842142,0.341248399134537,0.061587135271464,1.15113077042172,1.62538608067204,0.618686093195944,-0.899086781846926,-0.710740712947187,0.647225444455264,-1.5837341657499,0.673461418741647,-0.363926071619747,-0.362631291331541,-0.208396972095294,-0.0713434825000107,-0.706497373239477,1.59897150030153,-0.742585729139438,-2.09717716759101,0.234019965306404,1.17229637675051 +5.69084466478384,1.31616716303968,0.567380704333607,0.550375800852317,0.352491825068615,0.626681288211603,-0.545780422111693,0.459378670236184,-0.80867531339858,-1.71055485153628,-0.195993374484714,0.203036556937879,-1.26008866733637,0.386812412295328,0.247578885538621,2.14892288511974,-0.312432915602188,0.455467701195865,1.07402913531564,-0.170700115627526,0.273613505863189 +1.77234083060115,-0.959776483661365,0.532438701058031,-1.27032429371096,0.682334777864883,0.136459668079296,0.0378917155892636,1.20434081998749,1.9106631569667,1.67452204722453,-0.276868297352775,-0.802193401170863,-0.95416883565179,0.910847867979179,0.554834448195231,-0.542923223286799,-0.345279680640442,-0.531001634996393,1.70019495563157,-1.65631003006318,-0.435212754933069 +-1.36104388901594,-1.20557521138083,-0.941406649457282,-1.14366248665199,-0.406295576952467,-1.0402143604663,-0.735449203566091,0.924258569639385,0.127485779894722,1.26672836120798,-0.788103881040921,-1.4674134153504,-0.725176963418604,-0.661504056743947,0.0527309262599445,-1.33118973897708,1.84235845150849,1.78913603417326,0.933189797448379,1.26852041920071,-0.362955381070666 +4.79731539623731,1.56757305821464,0.46536547723446,1.26780415768504,-0.0685048117238327,0.197360176496939,-1.29547436890927,-1.42944353327175,-0.0116952623057815,1.23228008024359,-0.140566041836112,1.33068119824391,-0.97120436342472,0.114643011237181,1.52153583256063,-0.016108991948805,0.104278077907849,0.947880312355193,-0.633279557456592,0.852056433151248,0.101944172940062 +-2.60603392131837,0.225285799791068,1.10889036803265,1.20062935758333,0.173425418118551,-0.613353575246256,1.54933856876308,-2.20078752724756,-0.320675483449989,-1.17355169394751,-0.127556180819379,-1.69016562171043,0.511953317536473,-1.03697452602494,-0.484686615350123,0.857269504907063,-1.05397399329956,0.690398867880212,-1.61762562957035,-0.151601466577754,1.29072000028796 +-2.91219906998017,-0.92241065744061,0.289530978430616,-0.571811406035624,0.347841860145266,0.917377446381037,0.590738629547731,0.39506472154293,0.3485558459372,-0.524618715251323,-1.17242985145429,1.04995251066212,0.466160624811024,-2.5025591982392,-1.75045733459857,1.55674553378156,1.3763396199936,0.0785033862932838,-1.80847808511487,-1.76566348863394,0.628360271149466 +1.82310231549164,-1.07377241040219,2.56426550028866,-0.966778589678404,0.356317261953314,0.905482342035608,0.146493105821938,-0.190894659786721,-1.2721953671579,-0.611318239968866,-0.456726902132618,0.180436567023297,0.0207540392041359,-0.625108301737722,-1.34834768885257,0.389262353099224,0.138958496169903,1.56225854503618,1.28848294712036,0.676142129166839,-1.54634700251874 +3.11909421250675,-0.552358285562395,1.22506371933748,-1.2741180180807,0.0715384973916145,0.324888961168101,0.144054596009992,-1.10971039919314,2.0394154517452,-1.07284391964577,1.84210878636799,-0.0904707676633642,-0.524213194431135,-1.12318160406819,-0.325453454633641,0.106300152025389,1.04623945463965,1.06615751887308,-0.357448802916833,0.125331115713404,2.07020618376353 +0.445492510537693,0.590461401136985,0.12525609534566,-0.372087330119483,-1.18674679348122,1.01794560895596,0.321532065488588,0.11420414442892,1.40332276191692,-1.5588925023316,-0.120810380514596,-1.34561980639869,1.29227562782595,-0.399281127686649,0.279701367531969,-1.23665949777066,-0.89228848390588,-0.344888070868936,0.593184632260385,1.74731736826936,0.621043250425722 +1.82128690967375,-0.527275410724916,-1.70654578470873,3.14989582200907,-0.288688253019196,1.01519848562116,-0.883712745722299,1.17053435131681,-0.944907625775017,-0.88752321029838,-0.23838446782409,-0.415880416761917,0.99264429666374,1.31697187429023,-0.924631048653106,-0.14032509006247,0.128033084997016,1.51926491048544,-0.861460544306835,1.61975538850299,-1.18076280248627 +0.997750258615125,1.34184616376387,-1.57277444109043,0.315350557008864,0.451399071230414,-1.11631346445963,-1.21946054325353,-0.130025978233449,0.539195259733977,1.60920095045018,-0.0640770660349656,0.425281131414702,-0.67069173083675,1.17069116381155,0.861009217215147,0.386214261390165,0.297922270556246,-0.766174650056107,-1.170253279255,1.17535406111364,0.581696045229496 +-2.66147820865817,0.243844628486594,0.436839273392351,-1.56003732683501,-0.565748833307557,0.40520253318371,-0.36465871310406,0.66606096231975,0.505190642695664,1.36477023502596,-0.967882746593412,-0.286558200519649,-0.128796413259508,0.9291642714705,-0.86368086392855,-0.326880787151382,0.637011795097628,-0.182560992981795,0.0217877904357863,-2.05350931577627,-1.38903956963763 +8.2546431479609,0.195880789394313,-0.0659367576269974,-0.713481583497737,0.400112769572135,1.74743149131596,1.04983783145745,0.274138704133199,-0.38438716902459,-0.342513940192166,1.30382822026936,3.40032523074487,0.013380046508847,0.0781117761060424,0.369475888210252,1.7569568531912,-0.452152588509498,0.785036133436771,-0.743998011382351,0.495703588704475,0.41242974576805 +-2.02437972850288,-0.015519728626234,0.313486040297263,0.325298904179007,1.06106915623468,-0.909631692214072,-0.487172712482454,-0.929539532824213,-1.48963638831508,1.39337011277119,-2.08768002700353,-0.11732382579523,-0.680469574138214,0.452980173893223,-0.514231302477848,0.362263043256736,-0.768877644582516,-1.1789408927402,0.500130788546926,0.0601474573058895,1.89594818613468 +8.16365016191001,-0.297577328151777,1.22495620365322,0.721850142322397,0.359092284971648,-0.143102129449545,-0.529536110672259,0.137433453694619,-0.170317779998447,2.45539177405358,0.974629528516993,-0.350456121844817,0.801545919943594,-1.14299701393863,0.375680836485747,-0.0563064793561992,1.24686292477795,0.886153894218956,1.44602539877261,0.458030611601689,-0.780747605515093 +1.63121466366139,-0.167679147061436,-1.23333449174602,-1.20170768269966,-0.194622345665849,-0.893465728027303,0.385130441962138,2.36494334242833,-0.159998081373692,0.657036008328642,-0.326340714825481,-0.042955568724241,-0.731730024021262,0.722833091014191,0.52558966173404,-1.14195978335269,-0.435186736474721,2.34788276622811,-0.341287592245386,0.480494907398705,-0.595186101928579 +-0.813636426651099,1.15647857993652,0.31405182784812,0.129532116434185,0.30127416800603,0.319288206352709,0.2011607900072,-0.0258103852293219,1.29536022924699,-1.77933096832867,-0.0365585238382529,-1.08562240730378,-1.76850526376002,-0.0376339086401673,-0.0129445674545037,-1.52030641495404,0.138135403583069,0.773168792140842,0.283405085970086,2.0416915770083,-1.48147604990371 +-2.96937427290993,-1.33876400921731,1.06473924750175,-0.666806849576337,-0.23948283089171,0.32429767600612,0.369745453663263,1.31932012781944,-1.70937006798594,1.52363283713959,-0.188586154287825,-1.11963041390988,-0.419958147699073,-0.488241151457686,-1.17644892652616,0.933655613782274,-0.219147415835093,-1.42779548000152,-0.60358258094212,0.670301884921766,-0.433843459594386 +2.25699795734177,1.08676877525818,-0.308678696579772,0.555187351127651,2.00194323052505,0.00857137652301896,-1.17965207958102,-0.21071587211636,-0.803488229443224,0.263875134765415,0.577639246270962,1.38974591123548,0.247941689665589,0.0209200995400528,0.355035433743518,1.39412643890834,1.54323377239944,-1.36585861979477,-1.31005274965148,-1.46055409160169,-0.525109293731441 +-5.96029075619334,-0.350684196699262,1.10339444636492,0.0157806585856824,0.872651896848864,1.99543840040977,-0.0185192939341675,-1.59151932437741,-0.393134399386005,0.143205626841136,-1.72266464216163,1.94053388894859,-0.457589459320303,0.805780338176561,-1.62336425845064,-2.41225320267001,0.0423777426824622,0.559498236928279,-1.89799591336583,0.268382041530666,-1.21847437098475 +-4.76777405998945,0.7347232445509,-2.1268244294024,-0.872738105031128,-0.927540488835335,0.821294030406054,1.45740551137761,-1.08857897368942,-1.30939363695385,0.669645606833571,-0.97516467753017,0.121226219075445,-0.277077724739699,-0.504269608211591,-1.21733754768949,0.882962480695778,-0.167365989064468,0.477027988003911,0.490546681126784,0.60581103194594,-0.912164017856286 +-1.38327689042749,-0.058414483783753,-0.562107863054652,1.6090228148244,-0.238753479310468,0.649285613093496,0.477355982691947,1.3663882594778,1.74318629459904,-0.621255811134768,-0.190095101157223,0.509166054785254,1.04583711174441,-1.42253542095308,-0.797071259820051,0.069112142107232,-0.771185273239491,-0.865867051251478,-0.368116076118987,0.0015213648085354,-2.78684046733315 +-2.11480940235692,-1.34581290425275,1.14066442739015,2.25166099766973,0.126600198186733,0.234263746747271,1.02169521365559,0.319146440009478,-1.46197539958255,-1.09349273802766,0.258007474072041,-0.411367694326309,-1.75168542991711,1.68738265875218,0.00331144525447347,-0.106641566504451,-0.752930821861752,-2.14803354882213,0.196556651766271,0.833411452826484,-1.40833057030672 +-3.66260031676135,0.346905269277825,-0.688818338926201,-0.322074503705915,0.0185181076899276,1.89827549105196,2.48729718663452,-0.774823857257179,-1.30655962565584,0.116820589647156,-1.4094133353042,1.63913528363834,-0.471951503004547,-0.603127300041618,-0.52682389604135,-0.670455718567399,-1.64534697676198,-1.48284766250607,-0.0255753217971549,0.098002394951032,-1.91069073023655 +6.80736321399052,-0.638404646984218,0.424244984266371,1.08835758750641,0.152138419789043,0.681366287188009,1.57576753402202,-0.507267508448368,0.202905128283418,0.944988901037749,0.376469397892608,0.692849005317355,1.0733563590346,-0.14548104625569,0.568578476016661,-0.569783300882781,0.341277013452903,0.98300901189111,-0.949005905149012,0.568486023138909,0.297847610271775 +5.08474258821316,1.12439235451868,1.37154528213557,1.17583618360137,0.629431460985804,0.0476260192143165,-0.734990893588076,-0.674983807577024,0.111748136756696,0.347116559359495,-0.505116887520255,2.25776079350212,-1.14487018547486,-0.827181265456511,-0.69457269290811,0.179643514605891,0.489576472851231,-0.223884573291584,0.965096408255971,2.07329796213667,-0.652981826918234 +-2.83091867647188,-0.827733030814888,-1.7750290629685,0.9275402169265,0.501070942486948,0.556696693780419,-0.635078517975161,-0.769941114520178,0.628641012207477,-0.400889766536581,-0.28563549775774,-1.74991112022988,0.511880927255921,-0.213117510696334,1.15240925443619,0.812581119102116,-1.96960167605768,1.05094404823337,-1.16618328274727,-0.0123246342318538,-0.761812023298399 +3.59491221667318,-1.78778013751545,0.418465640595231,1.86710343270042,0.772291333676108,-1.26685125005781,0.171595189757824,-0.91565177099626,-0.132966636568715,-0.438459862597046,0.242086232137355,0.17423493499694,2.02556510311941,0.412017448564385,-0.839502606334086,0.670372288933236,0.0897945277932937,1.11868260189471,-1.5496769292631,0.821337177066148,1.14951744731312 +-4.37672939530374,-0.854010002564265,-2.09022705473653,-0.500131995340246,0.718445163853079,1.01470422038182,-0.583893382994886,-0.45220200684749,-0.529145148231312,0.27353855607855,1.1540036727142,0.435382640816444,-2.15225192220593,0.996181083946081,-0.483918437952851,-0.250108559541283,0.88778594452167,-1.31151628970587,-0.736295438279083,0.723713707741188,-1.31356813438344 +-4.98908220523504,-0.572022722356352,-1.92387869850128,-0.966937155083708,-0.9176950925886,0.266805262980765,0.715788018427171,-0.125878401383063,0.154940349947291,-0.817310919120278,-0.357231328969473,0.500810475422411,-0.230298252721362,-0.359841698379534,1.58298441993774,-0.020727226754782,-1.97514863985517,-0.956356406788018,1.20560934034957,-0.384687997365407,-0.142855039832223 +-7.68795757799036,-0.825930678709155,-0.686284240250013,0.084212121407296,1.34974125027031,-2.80388957638987,1.12651597659965,-0.38247287322087,-0.244009460004441,0.97608731589453,-2.07013517028268,-1.09237817311891,-1.79994454793015,-1.34193526195154,-0.0197257387404598,0.447551844354504,1.73857396008846,0.795974943673323,-1.64357092031813,-0.470164973553408,-0.399371649333209 +-0.727387985437122,-0.237584094046457,-0.873141700781517,-1.20645640415784,-0.741291672874694,-0.898452725749336,-0.249207705043098,-0.348159914644148,-0.347686858572098,-0.222134707168231,0.585535585093009,1.20566334356732,-0.39162345043261,1.49442958880004,0.503767560109108,1.37664286596805,-1.0298538243856,0.682464328355562,-0.284259500491276,0.8860897799201,0.650572440665135 +3.20843103023678,-0.59532649610771,-0.28219190187195,-0.0728689967739846,-0.966710661219093,-1.14467399754149,0.203235143011275,0.88486919728334,0.428612228115301,0.252902865820723,0.818673360803254,0.33671363605842,0.747506697550212,-0.707957320540301,0.436102166322114,-0.335011167296934,0.798247990377094,0.225237668557591,1.15530480325126,-1.36946194071513,1.3489344194803 +-5.21006440828552,-0.410742194759605,-0.507554744765474,-1.68723963298395,-0.825153715047667,1.28257578211778,-2.56064760847751,1.64441954031227,-0.0365677150792801,0.648932794168126,0.468419401649301,0.393078759411881,-0.125470348673695,0.417736078281604,0.139505085916584,-0.516698851723213,-0.586601587276878,-0.190382658845006,-0.459826433521905,-1.24162957208514,0.136498223250697 +-2.43065791664474,0.327991438408655,0.8827279596645,0.2302294015514,0.82311933339632,0.371835681663815,-0.01921385970538,-0.657770361900656,0.635491417274443,-0.501832227453778,0.214361410952288,-0.135994277985363,0.628701537964577,-1.97589632735278,0.137957584536676,-0.00492649365608967,-1.50629799003551,-1.02041662100655,-0.766910118240233,0.230218416654033,0.898921774945576 +1.1497746993995,-1.1636466116897,0.441285301757884,-0.887698157091285,0.820679705451379,-0.000991929781467222,2.2288295474274,-0.532817599064062,0.0457144759276791,-0.311724202273142,0.877832646641713,-0.239763501193467,-1.34033686195561,0.284804442346564,0.0778358088624896,-1.01336484239971,0.368901093515469,1.3429708676363,0.796572848550769,-1.64661362009522,0.390608899699048 +3.93682574461293,0.760177665022408,0.857911177680006,0.64908327989184,-0.335869968621455,-0.0696057997579789,-0.484811444006459,0.00432983419166259,1.13216248388565,0.331859783265115,1.58275626139795,-1.11849466240844,-1.17643122023429,0.503681982801175,-1.01357653269064,0.881185000204391,-0.319370722365901,-1.57096400338849,0.903659957741002,0.165864947671564,0.333231064915186 +8.27855829686287,-0.00255583605038963,-0.909317991985213,1.07650972198836,0.438702483812978,2.14179386398163,0.192536299426496,1.50095044428008,0.014137637070644,-0.46070695133482,-0.152071384980213,-0.278826170296416,1.21335353925008,0.547478004197586,1.22067803421452,-0.366961104845176,-0.582303116697075,0.635653380416285,0.489418385502133,0.550083513888644,-0.0176521739174413 +-3.20106900486389,-0.0382277709150002,0.509607802000295,-0.816075661248927,-1.13937003600567,-0.629869633164464,0.45096080124015,1.13660198911238,-0.939505862182726,0.638710005547497,-1.12183921849938,0.320088194159919,-0.703915716338935,0.830431894398019,-1.14858396845446,0.248640438914171,0.672261152667859,-0.0582015053450675,-0.792377511025701,-0.505108455951991,0.685789595358507 +-7.42727575618721,-2.03623741998002,0.716624823296918,1.07534138653664,1.59885209004764,0.265703243315643,-0.906963337109976,0.965938944815735,-0.480013021915398,0.434570696030072,-0.0570551166399621,-0.757089781932896,-0.457759559484072,-0.224358324807077,-1.3453877099543,-0.886373172882132,0.294762181405842,-0.949171682075514,-0.355571272220579,-1.90226734389078,-2.11632137929181 +-1.93802853397513,-0.301229079436562,-0.197351860615284,0.606950779084816,-1.3700706016339,-0.283163093849569,1.0875443225024,-1.52275067734357,0.62789778891214,1.48047110899445,0.836979421248339,0.0136078886454333,0.899809709578667,-0.842840890118284,-0.523294822374455,-0.199577235806071,-0.904230677559171,1.09431982040144,0.182465005004084,-0.665067668604775,0.115368005352316 +3.86020323865692,-0.55564610443147,1.33425729201746,0.363563779717403,-0.629079145177596,0.532333107115037,-1.38911337681488,0.401211907029489,-0.859802529390009,-0.465116199906489,-0.803245302307158,2.1739331190218,-0.439452370854431,1.21026199185983,0.69941506885485,-0.621148082743513,1.53890741373534,-0.384044893572756,0.765112022500917,-1.00583618522544,1.27789554049422 +6.51974929652783,0.847295415715293,-0.0526480531755563,2.060410257796,0.898255214129108,-0.842728791628924,0.038421388699412,-0.242176531305767,0.82792714131684,0.700662901631569,0.368283728947821,-1.09535530520458,0.944232787083175,-1.07931340259316,1.18537636972664,0.0912352720550638,-0.741435387521043,0.767389803697441,0.179773257283136,0.457559353528958,0.105377643166371 +-2.36454495968204,1.39082051104259,0.744502081721423,-1.27419191813343,0.746664313727956,-0.131792577167787,-0.134619818420863,-0.631251127167044,0.206521879746259,0.504444359241344,0.329999886479011,-0.967975885397559,0.429885424841768,0.309516325499211,-2.12813530237433,0.130253777783087,-0.94193964719501,-0.311874181354159,1.37146250907621,0.011794713890097,-0.163017638229811 +-4.8201417344385,1.23124621524982,-0.6205739130588,2.11428516515545,2.55681908468335,0.0854673158651061,0.243568336558059,-0.689738953450327,1.04578649546895,-1.66274093709145,-0.757446447957016,-1.7563271507628,1.25862948895897,-1.45676085507672,-0.435678325219349,-1.76426629024408,-0.761027471105404,-0.296414112882433,0.593129301177236,-1.23157989310607,-1.23943815798253 +2.16214153214593,-1.11333746215215,0.590699704574853,-0.231214779825617,2.36072996050146,2.29480737546251,0.867503984234651,1.26341501298984,-1.42129912088851,-1.3110069680904,-1.17014223208404,-0.266329440851382,-0.00846337681514016,0.723436883470773,-0.20789578118161,-0.131914632425193,0.462856097124119,-0.130102183441213,-0.597074457509773,0.640527183815486,-1.53252387269069 +0.146564687022731,-0.796053892663566,-0.458706404791505,0.271308135162513,-0.278131780339026,0.249656732670732,-0.655078906673644,-0.473018279303265,1.34074622453448,-0.260134148713925,-0.0646301631149982,0.292862967483897,-0.156941349940121,0.66263490124875,0.257411322740121,2.26188897990196,-0.533775284029585,0.324214017847469,-0.832801835231395,-0.975739258850519,-0.919555976325798 +-0.396252638061966,-0.0895198771467189,0.21143177099568,-0.00613043539569527,0.147595154190468,-0.537082290288068,-0.666592321222506,1.35713652570049,-2.19894624307853,0.206339793637186,1.52832388976514,0.68758969903107,-0.809472965797824,-0.397354079341021,0.649348033374245,-1.38782252185387,0.695605668737123,0.720811139627049,-0.289633379895633,0.43349075762748,0.32825122726648 +-4.80205448433496,-1.05965688786145,-1.17694117046968,-1.05706976502333,0.718966368198001,-0.811246983393526,-0.629306779379471,1.34597763184863,-0.909300806369922,-0.550368542110893,0.65032923161204,-0.035018136395933,-0.276563527321537,-0.196160495741366,0.195597863061823,-0.450531846278984,-0.548679027133134,0.506823955514103,-0.666285683659936,1.38518937026776,0.123892760136761 +-4.40855835433441,-1.60431219398007,1.40921726600313,0.170216525425432,-0.35625839099353,-0.115745462051549,-0.386645048797879,-0.0411826719972601,0.394014372541605,0.872344661096964,-0.636366061951126,-0.506943631338836,-1.20893905104965,-0.507342623078377,-0.937109735933351,-1.14661974914046,0.092526743451496,-0.286894366340143,1.28147089390946,0.478592163391579,0.0046869021661463 +-0.85348567368445,0.79135066602523,-1.1286847708228,-1.15130244119935,-0.580554108599276,-0.0530956550555535,-0.424369939829823,1.65671138577469,0.818283501418409,1.91620671661924,-0.225757885601826,-0.848564854683946,0.118450463386249,1.10570324708646,-1.90074296274293,1.36287110563652,-1.07745781743972,-0.197885394747542,-0.631214524363299,0.0629288657110867,-0.222590336684559 +5.62802817512313,0.0681565280589811,0.857984489515156,-0.994488975431395,2.73318021235627,1.36975338337722,0.0508570177587073,0.373001036865636,-1.17646105399497,-0.550089357255718,0.419540793005627,0.525796815348115,2.21341334141084,0.497811739570233,-0.402346291150494,-0.0791222517657663,-0.602429066492074,-1.77670888691167,0.287000819163924,1.16383270035231,0.425861502279273 +4.22846050815785,0.614395999728088,1.62555436983048,-0.946514907997624,-0.872349636334594,0.350622345252161,0.0692027564234822,-0.152008680429184,-0.359302420614758,0.774171689061609,-1.00984641450594,-1.1233926275014,0.385751255413955,1.31208320136121,1.42432330814649,0.478727880218873,0.578893119166629,0.871804523470041,-0.528820886143732,1.26157586657124,-0.987015544259356 +-1.99056575079218,-1.20306775282719,0.811005835317879,-0.0985455725423073,0.274227447688934,-0.332915363650308,-0.346431549253483,1.61843489724088,1.70141546315668,-0.393424696149201,-2.00595786939544,1.40938672541737,-0.478248487733483,-0.898884829184337,1.33729427223511,0.318475092703455,0.0767808898463964,-1.6973860518728,-0.088525145753835,-0.750098152123084,0.145761886836124 +-1.79544743927175,-0.340454835360631,-0.535556250096408,1.14730317977527,0.230190469943484,0.824419717385048,0.00429135744959955,-1.23657877786222,-1.18882009752057,-1.38060076599496,0.133145679338796,2.42946244617541,0.442688381481142,-0.338190453332836,0.916009914973088,0.592261364299678,-0.35501636736474,-1.42832615682437,-1.3628025719671,1.31354745666897,-1.44672700122332 +10.1891667619667,-1.17124863442311,-0.0991876669026022,-0.0798759286469665,0.754480782105369,2.48242331797491,0.840216219218211,0.766809409378284,0.0836157087166464,2.92199418600848,0.654336716497055,-0.324876490704509,0.39118802691428,-0.201532367658451,0.144408558173504,1.11991640372792,1.58173672474384,0.167014708681154,-1.2621052611132,-0.827237667862616,1.10002662480615 +3.69462807064258,-0.829414767635146,-0.696007601848802,1.10861433471615,0.0128650183276329,0.709316444441745,-0.616188018479422,-0.204678229110227,0.544389756107009,-1.4875837618848,-1.27241452367204,0.644530810905026,0.0290248261049871,0.418969223819802,1.68356413818577,2.23473997382861,0.289345173210091,-0.617551783409101,-0.526493334648373,0.359421789623603,1.85114957816081 +2.41418882609139,0.229212041805047,-0.332880998399222,0.871724791222586,0.144311671669744,0.35990484806186,2.10927536540193,1.42257473197122,0.288006852339308,-0.172372831731185,-0.723094546924092,0.617442929772888,-1.53996802634587,-1.32656475970794,-0.346941910480297,-0.0505143002890551,0.549378116139357,0.108116125727968,0.187066071156781,-1.16614178639986,0.272983887368217 +-3.11715959284235,-0.814992918282738,-1.12027694303953,-0.774349003538582,-0.424289365800015,-1.04902250634949,-0.186582927542586,-0.415398866512489,-0.993339183104617,-0.043506855063278,1.28166022211283,-1.63883564950381,-0.231356321468051,-0.187042973862313,0.437442573743847,-1.15518554678469,2.60534743455122,-1.11483333030221,-0.557520948103464,0.773250802392013,1.94806542284282 +6.17623749668382,-0.993445514613447,-0.148155331008741,0.724068011023196,2.07207598189213,-0.480624268480738,2.27854036377188,1.4059151600318,-0.463981685256023,0.522513572023219,-1.26349218887109,0.986330936114662,0.702455488754943,0.572086896378331,1.89995567862048,1.02871834497104,-0.550568493513674,-1.99399895935505,0.703206641074435,0.711271460277907,-0.495804415724431 +3.18688181686891,-1.30616845900918,-0.814759927610803,-1.01854395684167,-1.19490820541357,-0.175976590863222,1.47611689080167,1.59074038484732,0.43117479864337,-0.478470260015584,0.759098493908612,-0.817322752380736,0.729426383876893,-0.0627083666786855,-0.653085226046755,0.517542129721363,0.888896356588511,-0.772460423786004,0.0074604237543738,1.17406134343693,0.641366047206374 +-6.8530793731135,-1.43422177150788,-0.791902054318493,-0.232318867411095,-0.655626241265013,0.535371397342726,-0.458565414912072,-0.777992958962045,-0.0953689624789213,1.26172558062357,-0.809675044308783,0.794504528432507,-0.356262754437908,-2.41522874086044,-0.938813289016311,-0.387142680663205,-0.277814115633732,-1.62870283593328,0.735236696115272,0.0826249488977348,1.68810153528703 +3.56355896386536,-0.862847933236671,1.88748409077748,0.824070664953814,-0.370772302572433,0.373054786292111,-0.0206168360996286,-0.615524200690107,0.670255828227775,0.169568634455426,-2.31955035048682,0.567580840663727,0.273777557871994,-0.834686561077156,1.37714628223006,1.3978216451692,-0.493081376389168,-0.537870554634358,0.531862786171043,0.613391730476741,1.12769707841016 +7.47568403892005,1.70379920381415,0.411255800151261,0.786321962313565,0.111035412101227,0.500463761955662,0.744296557498166,0.110870436940868,0.19264012588794,-0.515924096335332,0.620990625083852,0.893534269969047,0.380356766906417,-1.49539002292944,-1.3963009173032,0.210447531576218,0.3760660199774,0.709208926127174,0.344506617023429,1.73900726759175,1.5240369243419 +1.20376479811977,-0.655632596473974,0.495937812147782,-0.847708781527527,-0.180181606909752,0.532706330063831,0.565305406878288,-1.05077026663135,0.531803752396078,-0.186741392989868,-0.195188082226659,0.548109390975474,-0.471109506695729,1.2005827348441,-0.735536790327913,-0.495457774107173,1.66499706385993,-1.1356586615012,-1.19476504478851,0.421797161573214,1.76428624350938 +4.00904534407141,-1.11316862562595,-0.477479482559365,1.54149249078654,-1.35927012587728,0.862072186657994,0.544799700250755,0.275443723059304,0.00626627175239931,0.484486237435923,0.216373806469425,0.95011194771055,0.710628073434635,-0.527808780920319,-2.11080228048548,0.546539658505725,0.546448933876646,-0.226266622167839,1.2870073329436,-0.132381370558677,0.578535775226438 +-2.92379746604408,-1.40550544636836,-1.76142134085565,-0.712426665862,-0.516336255368163,-1.76084598577068,0.34546236843019,-0.977697307818426,0.336598113470562,1.44041216537948,-0.0129723636436773,1.23238848301165,1.96703674603761,1.04529082908245,0.863086797401287,-1.7862347197868,-0.911508141176928,-1.04678006796649,2.33823739031981,-1.41365149537084,0.399869643511021 +-1.90460974075016,-0.150643686787645,-0.570148478551938,-0.220034570454609,0.257032988056137,0.904044483509225,-1.62082547039888,-0.243710708961122,-0.993778251255768,-0.336127747992087,0.0739398605703078,0.0371206317462455,-0.606702756282758,-2.03063235896636,0.596009457372605,2.36610616066037,-0.477889936026742,1.41603848993994,-1.61683894749114,0.930505607550531,1.9651722069647 +0.517767813858393,-0.394006912428776,-0.0501312153297127,-1.20945158769666,-0.27289188839876,0.503282571756925,1.2970080063888,2.12146574159962,1.39402270507543,-0.259100418165272,-1.90020507461579,-0.770742085943927,-0.870850840699865,0.732861226929455,0.462510258522882,-1.08227545507204,-0.839321427018436,-0.757456863049946,1.77314643186792,-0.511095851804112,1.25770434036715 +0.800322455978832,0.252069319747878,-0.824912683914444,-1.46538370492739,-0.153548440412682,-0.750138789076085,1.74948111314198,0.639612645182576,-1.80916481358667,-0.0912743537123643,2.5373977107103,-1.6550880536662,-1.04164724055225,0.477671396788864,0.699329469755727,-1.85403365227033,1.12313140644356,0.968107343977051,0.536711804283539,0.0834825672943079,0.128625286077353 +-0.780699368183773,-0.282706437731961,-0.701363665124045,-0.100257250783718,-1.87905887668998,1.98730550709918,1.1116752722527,-0.710616955297998,0.656926148229152,-0.0735772982313217,-0.0698176627512751,1.57782030678677,-0.440793564162968,-1.08861429382491,-0.465513861902008,0.232999493460706,-0.79145566801742,1.69930942516911,-0.914749949492418,-0.69258035115348,0.900191402294669 +7.48989108461213,0.86766761253418,1.15102340368884,-0.387205671140039,-0.513160928038397,0.901426196144786,-0.367372263712839,0.281837583725933,2.36713294207093,1.43637373615467,0.265108366147432,-0.294638825449149,-0.0695192348348187,1.6265340832988,-0.821467163744484,-0.404686059834258,0.258081245205549,0.68083525767835,-0.253069786315261,0.531682909698145,0.215235079301856 +-2.98180032497718,0.720091121287667,0.190279778283762,-0.970682129764628,0.418059363127417,0.524888997294915,0.742745272873695,1.51217163062968,-0.398421257195808,0.44618422050873,-0.507511741306421,-0.616161902581358,-0.680481194314416,-1.40433934172575,0.057920562157391,-2.21486589617284,-1.64095777768856,-0.463721243900635,0.588201441291116,-0.425606551964476,0.210720082789088 +-3.01491235086603,1.05606960140852,-0.0304633576392736,-0.556980616787232,-0.608174592486086,-0.854773332147032,1.07745141496408,-2.38475706647787,0.707135586400267,0.329584910717858,1.44776336708866,-0.406641999379334,-1.75352588387872,-0.498907828053036,-0.282390910657638,0.703964252103948,-0.00795630868033846,0.320986382812,0.0257741208834184,-0.169462098779157,0.00915507395086899 +3.65135567696708,0.243502060378394,3.03003517966269,-1.76831780491924,1.47883779688167,1.4361600241997,-0.368638760927528,-0.554551610365572,-0.44386096660359,0.596663843756737,1.30665430564438,-0.926537913851414,-0.501536033553302,0.167664535936802,-1.4606579841804,0.748652278652119,0.373329509529731,-0.570112535446885,0.404365892205458,-0.682635316465561,0.714679970503753 +-7.6775277629984,1.11436266207131,-1.31432287672002,-0.0021454430151295,-0.865269747919843,-0.317678360860118,-0.737010772666868,0.0276977025884125,-1.1785755264728,-0.732167374847263,0.0593873530624347,-1.41450434544477,-1.59332460417693,1.62215968411525,0.0687837252921193,-0.842775501606015,0.564625455444724,-0.384504135476421,0.125687799935065,0.209491539265049,-1.520990930396 +-1.99824015339575,-0.0765527137248828,-0.0207576340632503,-1.21133829362301,-0.562438990836904,0.560602408471424,-0.963167432363227,0.376786020528977,-0.688388531920442,0.22168305460488,-0.617521053413827,-0.353532360112864,-0.77260048047776,-0.72554147389127,1.04091472895522,-0.0261134769484134,-1.22592056453373,-0.604821419510073,-0.210810262840129,-0.106485069438004,2.23885355096922 +5.86744135747472,0.932925053950374,-1.15664537406716,0.604086998575603,0.756078799691782,0.100229925567567,1.09053710605177,-1.1965345800345,-0.72523362494923,0.487992736959517,0.434220978977145,-0.083467052634641,0.389379044194776,0.920271779561202,1.16145216821718,-0.520519126192407,1.8585164438963,1.21459103921322,-0.778020958368946,-0.243780053497106,0.656790744871301 +-2.11890611916586,-0.157981738669148,-0.326316667991381,-0.974931626397858,-0.511189660988566,0.532703225884849,-0.61681151645919,-1.65408764822135,-1.30216902270231,-1.08273384308017,-0.878472368356611,-0.767309601821574,1.40303765784353,0.0404631771611113,0.801707791729902,0.803333120720737,0.253741152378331,0.677523256039322,0.0965831007178252,0.363140832996126,0.0514385022316954 +-4.31293499048949,-0.681509514802608,-0.553287714930112,-0.272051341685754,0.621939723068343,0.181445943980175,-0.0168538332351514,-0.139190165750298,-0.178003863012488,-1.06362135443772,1.62000895319429,-0.200700498962155,1.90877746782366,0.17754935765146,-1.53721737698871,0.280814806490573,-1.17262044060643,-0.624747056522469,-1.8646112108739,-0.845788224610714,0.426034388592519 +-0.0161588749601064,-1.22010109142514,1.02702796176583,-0.721723779174652,-1.74066832873095,-0.0315554676195758,1.36837418754777,-0.0425165068090941,2.47003335244705,-0.409551413964879,0.668896660427516,-0.152537768511258,-0.373531676830253,-2.13601164277433,0.599838920561536,-0.189174224070845,1.33033553250794,0.567194805704831,-0.0181461086892843,0.854576813115158,-0.96321693955597 +4.80297190574844,-0.708912991624368,0.218470235065696,1.74762904714769,-1.14904903407215,0.681051127520978,-0.560902649345072,0.265393309997712,2.057286860354,1.36323105904498,-0.104613174326318,1.68075679664789,-1.80339570153693,-1.32993880050295,-1.21962581680143,0.988095027318831,2.1963736983326,0.102594955798153,-1.03707858743254,1.03158549454792,0.0456877787719632 +-5.74836195187237,-0.748679597841446,-0.0247236104916377,0.651021891473533,-0.613689308006881,0.127954264771789,-0.41744440752678,0.435935873777237,0.36071047650011,-0.588798397812236,-1.23369689720624,-0.969031531666679,-1.47891898043976,1.5217538442882,-0.0322712395309357,-0.978832403363664,0.932655991701018,-1.36615554135079,-0.991803667918503,0.229727995994362,-0.902281827256761 +3.26424422354585,0.57607752614667,-0.432908033772108,1.57295799152785,-0.0134631517779711,0.719248057760741,2.03600201712045,-1.18587836295912,-0.962484921346936,0.690823730027912,2.21261460860234,0.185225523339961,1.32678223320269,0.0224897792804296,-1.20400370516599,-0.101221134028789,-2.16135033820166,0.15431535546693,0.772819474566377,0.367049904792466,0.232355339647904 +2.90890183580973,-0.0520994639309632,-1.43664463221697,-1.7151469464678,1.3789138892084,0.941695688135556,0.716940807944626,1.49515150912286,1.21894467311053,-1.25327383254978,0.641031169094778,-0.0386972465532634,0.582657904275786,0.248455167081937,-0.401595369891012,1.16138699428905,-1.01484392588867,1.24497937072847,0.860728360215046,-0.291115942239521,-1.11289740206779 +-0.402764098329912,-0.630337173595477,-0.547650959050808,0.4793787953443,0.878640103312695,0.643945337609953,-0.0755667499505682,0.597761106721066,0.327955255285274,0.674374234953314,-3.07219509758359,-0.119392337499123,-1.62610205512947,2.40851225478306,-1.65201916634988,1.35654836675531,0.18419676980092,-0.145924666838349,-0.644876155808497,0.765248197813112,-0.850157890773603 +-1.74506978599746,-0.898336065510746,-0.428825127412577,0.497287298265558,0.45560506818559,-1.71558945948296,0.753501932498263,0.844341750077564,-0.34557941368378,-0.358463675311762,-1.71864261426323,-0.589224913267522,0.592068477111631,0.541428736649089,-1.19889576703776,-2.68452138952817,1.15859319686544,-0.649230746764213,1.74759116038923,1.40589761480045,-0.118511919547143 +1.9250414050096,1.51268587551728,1.41500275384597,-0.465284811289056,-0.763660614690903,0.711648947950023,1.33058052033024,-0.0553475310611511,0.232514386195098,1.06437690217862,0.0485765399071808,0.588324282909529,0.608924953243691,0.508393986812022,-1.68829976243903,-1.5440116037873,-1.03144069293587,0.744277470093658,0.485814877757731,0.195823444047365,-0.42022446579933 +-6.03761771102101,-0.236749292754605,-0.485190924841305,0.257866698769705,-0.441511549996352,-0.0539511564580748,-0.536129164427846,1.679458916739,-0.0957019410306178,0.311092738381062,-1.08569552411131,0.0237626310130624,-0.3346881740562,0.30116182328532,-1.54949668553681,0.672885346272386,-1.98433585966061,-0.572641839434962,0.281993895184266,-1.55658814763401,-0.402510808089093 +-4.03701788301119,-1.2488034215964,0.204048250556803,-0.310309120620067,0.43484968516385,0.83030198945966,-2.25408026906088,-0.224268712597104,-0.25881595095194,1.16728158394577,-1.94727412832241,-0.724555349507697,0.303158465053103,-0.178222414875208,-0.383974978666775,-2.0414232360708,-0.0150938972306376,2.29935033225462,-0.455371439268592,0.634261970594451,0.0614427180964849 +11.8151317683538,-0.430009336385521,2.47274074138391,-0.898755226513755,0.75703880991812,0.424712865946144,0.64283034063674,-0.574111100005378,0.495595330718553,0.229963193439444,0.986898726541436,0.105777828440294,1.41362205271223,1.88867589539485,0.619240983932247,0.531270986370305,-0.599834512464675,0.240927841144082,1.0063121545928,2.44292302248893,0.440773703103051 +1.7176965443126,0.0932994364677102,-0.692755498999885,0.0454250573032024,-0.359908667917501,1.3429879646669,1.67244500864295,-1.75309679225617,0.37757443534383,-1.40937723573748,1.62759116250415,-0.242046205655217,0.0904747346300864,-0.889823754385118,0.16380608488787,-0.64571528150513,-0.123321824750434,1.36405812202048,0.977801364680524,0.315023830394708,0.531353382624963 +-1.0477045213156,0.833041088710478,-0.594415284845911,-0.732958951941049,0.391838771998675,-1.06811673346616,0.685819679663676,-0.764967580223005,-0.110707915585687,-1.69953422364953,0.529526280777485,-0.0348789362789115,0.208959448195533,-1.42410983903955,1.21722754547389,-0.322090815334608,-1.45050303218947,0.946080017451873,0.766795441098679,-0.580343568724892,0.654527335853223 +4.33593054131196,-0.0849324781188742,0.39111014115377,0.618666451175223,1.27964767513401,-0.40363932585145,0.185604790564822,-0.322307162081432,1.80529372570174,1.89839546958621,0.75238167671234,0.46459386488476,-0.432553635958625,-0.28363096978552,0.038898383145224,-1.36953334045364,-0.333246770793476,0.106199626639721,-0.113321958917645,-0.226936090813668,0.106380049167575 +-3.29978230125008,0.111853039012255,1.10718562691613,-0.32072346958896,-1.27160114591056,-2.04572322203033,-1.91692786512109,0.293663947796376,-2.15485859502268,1.18832343337938,0.246172408915861,0.897357594559683,1.15159116259151,-1.53468144250979,-1.14499982072406,-0.132150214735451,0.479019700803004,0.443076718563889,0.51806427471587,1.19326966615423,-1.0927146856151 +-8.80378757484339,-1.03943594284897,-1.24435348731936,0.134102894277578,1.16724391892638,-0.308519867268581,-0.0546900471194925,-0.801350643976759,0.16952985282621,-1.53044546929485,-1.0185113730838,-1.30397247309071,-1.67670237396597,-0.649323399646643,1.34799886808682,-0.169661557974541,-0.749439854007262,-1.21111788644965,0.201434678768952,0.155112751574542,0.171909105322125 +0.468264445184635,0.796422813520926,1.43310980523295,0.114263549673451,0.337391917772565,0.457595814609954,-1.22708720837617,0.104172529833382,-0.0238063793761135,0.974609988260566,-0.0403400531673918,0.0664240293296327,-1.94507145897556,-1.14538964914288,-0.623453705606316,-1.00878218355215,0.589186203468924,0.852669936526853,0.773454493945436,-0.00885543950080907,0.507341685509688 +-3.39349319411827,0.0999033761579581,1.1991561173339,0.280857183736262,0.858833696662593,0.184488413948186,1.95113762283018,-1.46573068449625,-1.48666360395407,-1.66282958040624,-2.36029615834313,1.20635353821045,-0.112309992809565,-1.42804066045863,-0.436459015894145,-0.168189608831862,2.72462927551157,-1.48383291071369,0.324524999717087,-1.78390059666721,-0.167213026419892 +4.22756963945636,0.736959753190812,1.72302320973154,-0.835606651264701,0.457071258452806,0.471938609837643,0.863752406413113,0.949661270308582,-0.484449464263303,-0.968811677790328,0.442852732928434,0.506422686666541,-0.760854825720777,0.451627861618891,0.987293370743765,1.31019977837073,-0.604735169207837,0.933036920642612,-1.34176354154367,0.997656966142346,-0.142772450914822 +6.41015957910954,1.54688133441627,0.430617496629258,-1.08151076745215,-0.795765821281776,1.41254137616433,0.65187582466627,1.20652910494782,3.8098953069284,0.124496933326337,-0.10991340153244,0.470368358017089,0.357026249881578,-0.534870129346018,-0.305240422539939,-0.359320791635125,0.0595702576965132,-0.162860864987224,0.39820272603307,-0.0142349877242487,-0.326549184579473 +-5.86797854157352,0.178920971863378,-0.203123591263515,-0.597196946616317,-0.117894859373286,-1.16308311977035,-1.55326171852821,-0.977608523391472,-0.560905520564602,2.29776886213225,0.727003782034639,-1.45367319524943,-0.573030564622026,-1.22718947116757,-0.11725922423297,-1.42148347020561,-1.80589397426418,0.818477886188596,1.19003333469446,0.131213444457016,0.218491109866082 +-5.95300442549202,-0.282546591643236,0.924015065304342,-1.3321132164323,-1.27545307307394,0.353404882168788,-1.55497838351369,0.0327129803611658,-0.735876182433318,1.11325169791427,-1.92878588785076,0.191589590117769,-1.22105241286721,1.03295761055511,0.294045943097358,0.643846304491116,0.327122736172268,0.87045833515175,-0.944997584224269,-0.810453781943457,-1.5009691732713 +-0.966414445448538,-0.76729877857509,-1.36990445681221,-0.672329006266189,2.69322329265014,-0.11853927041968,0.444750932993041,-0.389881957389233,1.76872200911893,2.51210946547797,-0.591955837973316,-0.389500921454168,0.524895719314883,-0.13657004303365,0.989859382756917,-1.44396068088116,-1.37103562003551,-0.948018664776486,-2.15554582859503,0.718875190333441,0.496862816134485 +1.41825679256374,-0.576404240243122,-1.50960375632579,-0.217562732146781,0.540347390746583,0.278074314596664,-1.25728401814243,-0.19593690931733,0.253065859996679,1.99806047503704,0.309063116341316,0.203886515778022,0.737842415981761,-0.912332114481396,1.62017860416261,-0.378315042765966,0.546409304265205,0.564971277596818,-0.573361176037145,0.120139524470514,-0.400233795445507 +-3.84985724968661,-0.914855840000763,0.0851364721589147,0.194744098143185,-0.433385989452587,0.188734151050533,-0.0764631797370907,-0.494136830812832,-1.87432170373484,-0.776235445913562,1.75669185664745,-0.272358064877497,1.3860635439968,-0.000125447260885409,-2.28687445512059,1.29173272079715,-0.737793219013786,1.49545878315923,0.114923989251213,-0.689416865774337,-0.483087330853058 +6.19018066251367,0.369910961287378,1.15709428755874,-0.630797684028244,-1.81965541971195,-0.652442681546376,0.470366016954414,0.487868424775844,0.00538718737451563,-0.140986007190706,0.294695729129728,-0.954704002396187,0.433982985508705,-0.561789782320829,2.17032263171812,1.0009688679833,1.13802089010045,1.31720626403602,-0.894967226106396,2.9464004221276,-0.795367009183047 +-4.65493119815312,-1.46768436330169,-0.0907081569162621,0.539089646119257,-1.87829985561911,-1.28368865650479,0.978726974904853,0.589802739882878,1.66593573437964,-1.5884827263178,-0.550834000258288,-1.65354164339259,0.263431961964734,-1.44209330874401,-2.54756050656903,2.62685388882266,-0.483616465944515,-0.605724919747185,-0.684278911170772,0.702109663051143,1.02345212333855 +-2.08659029926257,-1.74536197840808,-1.00576103392279,0.146331132412641,-0.876626609368987,1.65033875151639,-0.249641198404417,0.393896401934824,0.460179803590029,0.34105890954034,2.12493792051612,-1.08557150412571,-1.17056149943476,-1.15388692275693,-0.500408410450831,-0.603582434764779,-0.235028768350344,-0.895860772723892,0.415998133438293,1.26636580876979,1.32204170664913 +-1.40306483613437,-0.66738180392146,-0.741572098442972,1.6168498319956,0.678996133569944,-0.592806400928357,0.00165960203315275,-0.0482426739853672,1.93081208784776,-0.746654557816632,-0.777704242743908,0.0713446396758904,0.79283342649599,0.38238290672225,-0.267408709271881,-0.121560066055087,-0.854428084373928,-0.775176580954191,2.20536180844017,-1.17693941941377,-2.20214283193763 +2.78493574494089,1.08427900648207,1.16578157582885,-0.356178433043385,1.07088592168977,0.033759186093453,0.846018821763258,2.3255017115466,-0.32626070319693,-1.62270852762872,-2.08055675408356,-0.255578724202062,1.25415815838386,-0.694677044467624,-1.57235278927016,-0.367672447089343,0.4601363428017,-0.058177488158782,0.207215011544672,0.0214164213927694,1.23625561478616 +5.07866175761911,0.122831641432163,0.303814854700635,-0.562796068053497,0.392639217120396,1.47877850096287,0.214505721952089,0.468697898818191,0.612441079207441,0.283178308888663,-1.53092796930252,-1.69515381290724,-0.718093664047693,0.452142654960562,0.0220730005511116,2.06196193439176,-0.739626608644364,0.877204328348351,1.19497701054932,2.39176128145363,0.408270969329003 +-5.27035129637467,-0.494249394753101,1.26044377724967,-1.05029523364545,-0.331557019437397,1.68394175663993,0.291116774541966,-1.63461305232739,0.0796139426048576,-0.596568777732356,-1.16070339267267,1.09085766136085,-0.486467947944318,1.10246592019196,-1.44108648787774,0.565604974279073,-0.538300213629902,0.153118903106535,-1.06952737179907,-0.595887404682874,-1.15735301949716 +-4.15882491888339,0.669588183914499,-0.914063059293748,1.89203823138118,0.630272069805762,-0.379705799678661,-0.999613899673008,-0.814228420095361,1.65827745441247,-2.08035741640922,0.430269379055067,1.16892873547332,-0.772018718776553,-1.24418536684313,-1.1276404353909,2.01242478704789,0.121407508439188,-0.560582638661242,-1.49772234886529,-1.23354785777475,0.519337461947245 +2.53425488371009,-0.351478853334928,-0.95217161575071,0.186322546093419,2.24231705942587,0.137717271563227,0.594602730599483,-0.138639358614643,-0.860108499558731,-0.54737690406312,0.682298362118968,0.733297674598525,0.167656543857799,0.245602287796209,-0.031094808056181,1.31469991419321,0.0306150365630338,-0.43435616032788,-0.417602950844938,-1.34055444430816,1.90118050785748 +-0.453324262643371,-0.11498040088108,-0.328779339888762,-0.593491864487803,1.05750548197554,-0.342577456174274,1.02700155154583,-2.16947430870939,-0.111715273204816,-1.21846934202416,-1.19150655188525,-0.0882320363351853,-0.0118039079409686,-0.449622813948683,0.667327190018163,-0.100787646571707,0.263082085995414,1.83514821010841,-0.275549416362336,-0.621721802921304,2.35242419818118 +-4.30902944102343,0.0729869418013214,1.84494827537588,-0.119694253403073,-0.284611739091643,-1.08597876622992,0.251987483895432,-0.343668394134903,-1.01106985694389,-1.41675001151055,-0.0261815305321911,0.103799788770336,1.20934035688001,0.998541568357923,0.119037877899572,-1.43249342870992,-1.05700115646609,-1.64431852993167,-0.782199385216983,0.319550251583714,-0.512816421409085 +-7.13068166141583,1.08877461255298,-0.0603689485606194,0.992308802091255,-0.671327884029128,0.638140029031084,0.816723977143008,-1.22018438058596,0.484726081761302,-2.40277394584849,-2.33029396052671,-1.88941632560364,1.04528462363898,-0.789822946770941,-0.87637352766908,-0.484923248944516,1.4375414602075,-1.01040852275554,-1.07011357061477,0.59098034857908,-1.06087560801705 +-2.64889818205252,1.29256873846574,-0.538879186434466,-0.621523617165687,0.501815646528899,0.461683484401771,-0.832203938187914,1.00881889875281,-0.553900806590002,-0.0726046063686336,2.30809722691111,-0.954694154246164,-0.847921851335225,1.06593627268322,-0.750044402304474,-1.35916207070537,-0.299817963299676,-0.864052477446653,-1.01550172575626,0.702763631285156,-1.44318300197514 +-1.61052375028381,1.28251129409906,-0.94191971099043,-0.28015844205464,-0.840223076476683,-0.812498390967117,1.50274767496861,0.565116017483645,-0.512855477100035,-0.274779533105058,0.109525263263718,-0.33707096597215,-1.2523111355906,-0.875031378050857,0.655644424784401,-0.847603721992009,0.467049078612055,-0.00986525431883399,0.764439386655447,0.272591764548131,0.72363321869983 +5.73760168461532,0.979056118294658,1.07786806794223,1.12854666373468,0.808386847112427,0.929706439309074,0.410676108777795,0.208974839040531,0.912774376724705,0.140621711555562,-0.76757083051615,-0.148066664669204,1.02835454007225,1.45925342061677,1.01188777087152,0.225507686073861,0.421835994572141,-1.11741357330308,-0.557154715961878,-1.16944080958161,-0.168632253432377 +-1.81119238737117,0.329469783429092,-0.624565985452424,0.693464241970194,-0.575900383902324,-0.193608974193831,-0.507083175305138,-0.840414660079993,-0.95883066984349,-0.166191185826164,-2.42236416674178,0.343925170066157,-0.148413423856827,-0.294567793830971,1.73112707002177,0.780356932259721,1.92191902799659,0.483029012672955,-0.912168480183276,-0.174091632737776,-0.464876964157725 +-1.99977815144643,1.8796357177335,-0.250794217248866,0.699725620069362,0.883827083454682,-0.51646444573894,0.443519908759914,-0.979061712569604,-0.158053960139749,-2.22493800226911,-3.00088302728234,0.0934495478476063,-0.674917239274462,0.726582563849719,-0.793501432580923,0.0393133647602608,0.749906995807809,2.02257207787532,-0.267969161477381,1.22119339776473,-0.545210652902131 +-1.57101274107931,2.04289903105136,-0.516473846771096,-2.63042341214385,0.202210070303441,-1.69157085186013,-0.522303308702575,0.0653947455474096,1.02867306759002,0.59069069337093,0.866944608653857,0.164243734217514,-1.84874053312896,0.737289422833086,-0.537602827276302,-1.02679516567691,-0.748104757582259,2.42497606581208,-0.653158983271789,-0.545323122179961,0.327067838173863 +0.924807058528531,1.32857637262015,-0.363548657663322,-0.239924844222009,3.32911426372276,0.232118593152987,-0.196320325860073,1.88636058958179,-2.46335665347668,-0.369487519129865,-0.714533392527586,-0.506266048953074,-1.0521677356143,-0.406488688775174,-0.5885852915505,0.107252458871572,0.55791075922515,0.396024507426122,-0.0242682468737462,-0.591857381787946,0.668470650407579 +2.16973842311357,-0.219668643736572,0.029299666548113,-0.162699238186137,-0.154913130961398,0.325473994237381,0.601674703695004,1.66937960343336,0.365048595138722,-0.817960887776855,1.08108295797375,0.337384553978762,0.0682723820970059,0.204766761708043,0.502070868575122,-0.558557059228308,-1.11272728354103,0.272912808999043,-1.09117504814585,1.20111232539762,0.135950639374308 +-4.73760339141086,-1.0400474315513,0.89889869673921,0.0655210306119805,-0.996431513285583,-1.61446195749155,0.950776690438537,0.25832817474397,1.14589633081107,-0.897035307472053,-1.54356358173692,0.320710526221208,-0.477812648781248,-0.549054225262186,0.238657499162916,-0.106387432755191,1.15041082820417,-0.927468392228156,0.333630044930808,-0.485394644507121,0.176777103050622 +-6.34427875805437,0.19294978270913,-1.0325940173496,-0.353955714010688,-0.440223898264026,-1.88349365931617,-0.459791299487893,1.25439255774323,-0.561063181580001,0.731071730647096,-0.00307128277938577,-1.3855582867411,0.890770279561035,0.31432794970353,-0.406829839891744,0.945612823778609,-1.49599179980017,-1.1072032792769,-0.094596506912065,-0.0923478858323898,-0.417033396976664 +7.04634401454009,-0.555236251879244,1.02901847643929,-1.59491446569689,0.731163056493118,2.48022009266086,1.28015917717944,1.17658330429671,-0.307390747195181,0.433337955822615,0.416024585760903,-0.675785359676507,1.15701556571516,0.67326178584138,0.884107641596737,1.20195014226707,0.38985063782703,-0.293390048523437,0.0546875066781747,-0.57747166369661,0.0586696784326351 +-7.6707979513125,0.274990889851362,-0.465841348193982,-0.85011635071181,-0.768712141217981,0.525906578462033,-1.22230821092763,-0.090425779344215,-1.04609893018049,-0.248955926375023,-0.0592907041655977,-2.03437482053642,-0.143843895937278,-0.952577591107547,0.425924920746943,-1.35538800090758,-0.852763354827095,0.117584913422739,2.47763916483642,-1.07601472680856,-1.04398380513287 +2.35452161159499,-0.55051340508595,0.616747207410712,-1.85096719772149,1.0198079385346,-1.44004918037596,0.511436841534933,0.251134471548219,-0.292820451773118,-1.06608318271085,-1.41762680794216,2.17226645208066,0.0219942929788698,1.08783496205844,0.339324699454536,0.704946706481218,0.760695840013025,-0.818676933410895,0.388134738679195,1.30622540286413,0.0371361663610636 +-2.3896056595946,0.921259893093488,2.30812167906499,0.639819971199909,0.136944919280622,-1.65995194427407,-0.880970010871339,2.14983389029635,-0.595796852622543,-1.31847567644372,0.165427226215177,-1.74185072539014,-1.98781953470838,0.594675211915226,-0.881408314496771,1.11330984100466,1.10592780885249,0.296517020786258,-0.879768857751409,-1.0336619451665,-0.560761046513449 +2.46695683993877,2.18945599237245,-0.252856193936726,-0.0798411170415103,-0.155206263208694,0.316187337644925,0.360478249837053,0.134319521060373,0.579954681381613,0.482494575564023,-0.114515784372104,0.374102539971221,0.507830897909625,-0.247086065682065,-0.294459318891782,-0.935076671120889,-1.32870618319454,0.555352905155025,0.647230567768248,0.5454441232968,-1.37330286274722 +8.23042296977993,0.963994790082482,0.746360948485031,1.2086099001662,1.0500067565459,0.949951450076253,-0.982368547436976,-1.04905194777284,1.4941489383632,-1.06034342888894,-0.26027592124578,0.845077733816183,0.998022430181812,-0.3781910773427,0.785303680673259,0.326501881672777,1.42191314945,-0.37309591822905,1.15144908268732,0.551398166319692,0.325058110391517 +7.28025676495137,0.741818476272659,1.58409482579379,-0.112477893494397,-0.447989715900627,3.16852848206178,0.707990912800088,0.316267202036346,-0.224417247549017,0.657013063469402,0.931792368750795,1.07935015489031,0.136387485744115,-0.206615607489796,-1.0393548301493,0.903132969827174,0.4684934770955,0.460570612411876,0.167302320853282,-0.26992603177116,-1.22554597110613 +0.418135651807008,0.037356564959467,0.281608405909785,0.889604889534313,0.0600243230224638,-0.0310155981180712,-0.930734332498689,0.212140397193773,1.22045480134592,0.578972755612768,0.0504889125693477,-0.595185152412273,1.0333762233187,0.424464465826999,-0.275741590140174,0.666465982454322,0.171775379797492,-1.70014572247131,-1.16576447296051,-0.190817083702529,0.0827343855998428 +7.00915167288242,2.18083368623473,-1.72496727713293,0.180859351528415,0.718792056725808,-1.09212852694915,0.0848990090702957,0.219131929466115,0.822025268534171,-0.288196132861884,0.941925698431321,0.45700755528505,0.73575733809919,-0.282390852297079,1.59266001689619,0.607385811123651,0.278840710420654,1.11897742915516,-0.414624509268573,1.42469389764743,-1.08108682736032 +1.08638605037053,-0.0795852035074668,0.421013828885434,1.93062848597251,0.195171860257759,-0.982846275671664,-0.617632433739178,1.47494731066324,-1.41522644125024,-1.31623606463987,0.597556652671934,-1.08522302581067,0.519696529803112,0.303540494385345,0.348598601112386,-0.121419459695948,-0.773469305024843,0.527794841277793,1.07186413888221,1.33059291023753,-1.34582655156334 +-6.50029691042333,1.37629502882361,-1.28487213155502,-0.176594548160872,0.61625527683777,1.71933200340892,-3.07359774835289,-0.132024986308735,-0.796565070916611,-0.422604378039867,-1.60467521776456,0.223725772661856,0.618430534672101,-0.501758946098059,1.12436079316733,-1.11465803529615,-0.594229481232334,-2.49725886856099,0.446752498852936,0.0617895760787167,-0.90915608460314 +-6.75000430896164,1.57531667679071,0.404772068554416,-1.10450420232254,-1.69412369702603,-1.84664493723776,-0.582887219012515,-0.421691675807753,-0.13582741664615,-0.756755021454127,0.823330137539742,0.252965783541323,-1.04539073816516,-2.46468492882817,0.769438102720862,-0.0246436394287734,-0.770607502726723,-0.268302940854721,1.5385711729482,-0.551450151684683,-0.72533361008778 +0.333822093019887,0.160376978407948,-0.536726653856332,0.283872204483623,-0.799568536396545,1.19621596439979,1.18962712988517,0.447683601884525,1.11287745171195,0.00767413875608924,-1.140096882547,-0.831557788328318,1.32947757929347,-2.15141839521823,-0.814865627107079,0.206603028176829,0.67317136612566,-0.727546090502889,0.720397174949174,-0.972826085743373,0.568129760490386 +-5.78407425211081,-3.25322007290293,-0.448694457466657,-0.18795071613543,-0.605176756191709,-0.468470808018671,-1.0820726943918,1.463830884953,0.997823632307529,-0.413612619848268,-0.59298787434129,-0.0358759669353645,-0.305705136787912,1.01078337541687,-0.885837275332835,1.65228502345084,-0.292921291808748,0.486789208569225,-0.868302976081723,0.0323424628123518,-0.179063690736388 +2.49152639759563,-0.329930487313703,-1.5059978408107,-0.202243354000484,-1.02540349072302,-0.256332815598937,1.63152416292146,-0.177596757335143,0.333157531950804,-0.00590526173049082,0.965540114333744,-0.309192688738478,1.1555526267252,0.550386006396081,1.96215536995151,-0.260039165469432,-1.13872894836997,-1.45084033357393,-0.219540104388499,0.652208323565956,0.221748284956875 +-5.09768513885739,0.457089825662592,-0.975714359051779,-0.895433096644675,-0.333080716013282,-0.116745401034381,-0.648185127569002,1.40055280310068,-1.29314679807099,-0.949699838327817,-0.386310678647151,0.329085422857177,-2.1591866042237,0.515818847198545,-0.719717499367829,-1.36076371128906,0.278000413325243,-0.878640564285252,1.06152253460685,0.0628911679752504,0.983898884746417 +-5.3730315246882,-1.30410375743438,0.0994823333100457,1.54730668988112,0.224260858489489,-0.925856468201999,-0.690895448577369,-1.66616728170933,-1.27682236445941,1.10693075881532,0.377377878655607,0.744756225516459,1.18439473451022,0.215207991665992,-3.38425938536326,0.971800602865062,-1.1487806427298,0.14149358077811,-1.32240331707504,-0.125783057718404,-0.318308472696455 +-1.15643599930601,-1.29117343884522,-0.960225898749543,1.36385588890388,-2.13440463843658,0.139154986355107,0.70825078827007,0.445154080673737,-0.0239601611318494,1.32284452753896,-0.0545042764088535,-1.63830155145389,-0.358711338938001,1.41255526886843,-0.186813373008139,-0.997439580695746,0.758193728137998,-0.662981259472452,-0.930478709604832,-0.613384034243134,1.87257017135858 +2.90502258877844,0.906379731668726,2.11230136757708,-1.30588311465313,-0.757572140573121,-0.389675970550671,0.287459231727938,0.630417801647126,-0.51889488673489,0.0714219076729535,-0.601316227506186,0.22082426338888,-0.303714618932136,1.76142598708648,-0.306240071513658,-2.11476670222862,-1.2643262684362,-0.181841994267207,0.285038120609165,1.42743875619937,1.2439422076998 +0.50955417306908,-2.79596149521123,-1.18093214165421,-1.04461758922299,0.299655828922893,0.597271579965918,-0.810676526821943,0.715399848428015,1.38381254041305,0.636758202499323,0.309548607298893,-0.731625007688817,0.750839368855658,0.00193829923406476,0.483582571415237,-1.77778916005325,1.20575669845838,0.766518234045002,-0.427172994024451,-0.976795356464454,0.811777754475164 +5.69402520229354,0.233560571320303,2.30623389336879,1.63893103515111,0.567475121096473,0.356701574404003,-1.06060273550916,-0.422218902453995,1.11938144959217,2.39900582482854,-0.0713304622788365,-1.4518572658589,1.29681764083887,1.68884303876383,-1.62254830483631,-0.726493518330788,1.15868723108341,-1.83892301908779,0.164000212029452,0.365342415070193,0.0679366102370994 +4.07852854882983,-0.269035938649161,0.453673865410375,1.752357595724,0.590514465857449,-0.578796123425342,-0.514925809282412,-0.0829686626158345,0.238855090299195,-0.0589143839049301,1.23543772676608,-0.358554076923836,0.321467414353974,-1.41211267976296,1.53001620552686,1.73757745898668,-0.101298455754655,-1.94012757860685,0.55852269518366,-0.425346333512347,0.914949309801001 +-1.80720369534486,-0.658545055017142,0.281929685850401,0.430981528263246,0.192213602753212,-0.811345528173063,-0.171463463634266,0.370729958160812,-1.30233971701983,1.13837004263804,-0.154543005691573,-0.317559157587492,0.689930403682805,0.216799319906008,-1.3407506601076,-0.777562207111187,-0.650317119876332,0.527448310832243,-0.378871396320867,-0.294187374365816,0.862510336896528 +-0.803633511804786,0.0633457930705781,0.72519881497139,0.44273571787879,1.6966199748097,0.698368023323528,0.903162623596561,-0.683229626982934,0.0477817319012077,0.941744530652209,-1.76809099617887,-0.0860704075937741,-1.6359674433184,-1.67669172463994,0.475877569198036,-1.1622384260158,0.826236519700913,0.147851501505939,-0.636044010605605,0.757436089247131,-1.19958036305456 +0.620628378455607,0.0544768390649905,1.12351435930141,-1.68054118173807,0.713366078728356,0.128747751742785,-1.55664443392597,0.366056384819361,-0.690049939774815,0.193554845202873,0.136364775740748,0.174787155814318,1.33510535248497,1.28816192734263,1.53308931159491,-1.07199619002896,0.993430631796932,0.0592204904489368,0.809234376100426,0.399313885322121,-2.25944926033342 +-0.39535866243073,0.247009323436638,0.340408390480893,-0.348744411424823,-0.451303528828605,0.944805242637913,-0.0662536221429179,1.58549025350326,-1.931269521871,-0.899281597611076,-0.937374970355524,0.0115693463440086,1.94623988120938,1.27586503309467,-0.309016244917554,-0.928626462347582,0.0184943885511273,0.75515689330976,0.675167693766949,-0.00447584881416239,-1.34446774607521 +-6.2283485010189,0.124035547905759,-1.9895460253011,0.666170165160579,-0.43988068101294,-0.36934953629287,-0.194670902443846,0.267620363949605,-0.407140492607213,-0.760880345019709,-1.42741302395586,-0.678776683223919,-1.09068784745137,0.130243950693462,0.96709300276429,-0.480480609000107,-1.4811589432597,1.20988093589893,0.117752569397946,-0.4601593630735,-0.209195409667268 +0.103336472243355,-0.535256699607607,1.68232685268889,-1.39897705440886,1.18780410162302,-1.16479938830522,-1.71000969697626,0.902423239305763,0.124494884295249,0.334474667889621,1.01554178051282,-1.58402307171388,-0.0399537406208808,0.275557640785552,0.93679152832326,0.30890763268029,2.34550889774447,-1.0728955858107,0.187764953413104,0.220492375623422,-0.295297504689735 +-2.41026667081551,0.258482591385961,-0.706058243100717,-1.54645080860084,-0.902812820898497,0.0275321423681891,-1.03862253415812,0.169943555817625,0.47672895662449,-0.856106620126235,2.29723579129736,-0.365786352524295,0.70648139862109,-0.501967296322828,-1.19542246631367,-0.304803171551219,0.912121635317884,0.580672793878263,-0.0368235390742128,-0.72463329979983,-0.486102500173209 +6.75477249768387,1.38770886795755,-0.557680585864024,1.31417680163717,0.500905469803675,-1.01262112700729,0.675299667571838,0.0476570349983536,-0.188255122227407,0.279600234807374,1.28144490660868,-1.3398401232165,0.794705455329708,0.295783704673088,0.962702276634891,-0.622644634752038,1.4699343546994,1.24448616155327,0.80684032841899,-1.27058767320353,-0.180515359163753 +5.09766446401991,0.667170446299684,1.06770943261537,-0.0268658633168671,1.06226769512637,0.0246482307674852,-0.876518595095447,1.18431385946842,-0.222825906498563,0.586137830320096,0.698986915021674,1.03345168351009,1.94868450614963,-0.0875369674443128,-0.351284988519827,0.315557042741078,0.29186095708995,-0.664296191110979,-1.29420312170728,0.279458854842692,-0.221404312901562 +11.9900354116729,1.49704945208069,-1.27519964038798,0.984398958693345,2.4618908733037,0.0246514150825317,1.98182789727786,0.721562378986982,0.789060150867911,-0.614455511643143,-0.20777987419681,1.58891203052655,2.82124500751967,1.2405359054495,0.29727620911098,0.502076316154053,-1.29634165547369,-0.807565687995217,1.49885864060591,-1.42819317297328,0.471036234753628 +6.78584284196127,-0.274880403443707,1.36784380683441,1.46438013007166,1.56031548488892,0.24298517032231,-2.08111289168366,0.478233582347178,0.970956668617946,2.04535282340669,0.565035493650346,0.469076125784881,0.315721532102865,1.66145836892489,-1.34943051213781,-0.213388513592103,-0.612700984737165,-0.338096836270115,-0.21781738805503,0.170050216348173,-1.03535427676721 +-13.0135212202806,0.583075843370735,0.404279618030178,-0.0217437545448771,-1.71759982768853,-1.64977676293253,0.0305827367922603,-0.210440457960045,-2.65816478130699,-1.49931984765879,-1.55695860017581,0.752750704895446,-1.39923535462597,-0.507910696242233,-0.932889842655076,0.0269571781468458,-0.718651629117245,0.25089154147615,-0.398908436374714,-0.683286710446395,-0.388589841775246 +-1.73829504705019,0.503358526281824,-0.699156525679724,0.263664196134445,0.328201329323208,-0.383026654937201,0.249667667730016,0.0542298470097591,-0.923553406793492,-0.276685667016764,1.55633783821542,-0.134196541658073,2.11882332997133,-1.33936429774764,0.170948737961851,-0.842411310382726,-0.798966135620492,-0.0909574746571107,0.500881729449369,-1.16255725943784,-1.4509890444779 +-6.67348521819016,-0.74324768197525,0.518970145500572,-2.24724835995123,-0.899522168351427,-1.3179951440094,-0.185235945148644,0.0497073511302341,-0.191772802002825,-2.04055418105828,-0.459838074699718,0.468108014474545,1.71527377308654,0.147673833876791,-1.20650708267208,0.795382377270275,-0.882633226857957,0.448464083595203,0.219444258996551,-0.319728480509352,-0.617733084580194 +0.0705005542194418,-0.816877585453861,0.0421497227482023,-0.472407415385339,-1.46277490656234,1.2195770819464,1.34862974641399,-1.68641865551975,-2.00442737750805,-0.887941957434453,-1.46496619751755,0.121786686719524,1.2317831998282,1.06242356230412,0.0884673658556354,1.20498534115015,1.40739925545325,0.979081337509863,1.5998893581707,-0.578849982329767,-0.939518419509665 +1.3337745650351,1.87028368106197,1.19370737610123,0.805588620306202,0.272788569819648,0.930693557033059,0.943887238595703,0.635383408987934,-1.40171343798662,-0.835041897233647,-0.560894210537868,0.956003494955678,0.410565825943525,-0.91037277676541,-0.634595396646566,-1.51891744844578,0.0757769366276584,0.465138876306595,0.11774914728539,0.684546194349672,-0.427902042455151 +-10.7769571454026,-0.827253044046263,-0.175620148669648,0.0293833367198655,0.290102430266048,-0.608528817617834,-2.26711523487415,-0.208507964043652,2.1566731886569,-1.24078831151538,-1.85445685400339,-1.58266934224924,-0.585100707235825,-0.411086611732239,-0.586457353860203,-0.124592577497585,-0.236407218738653,-1.2346035602265,0.45123901717002,-1.00522930288688,-0.772138936475529 +-4.6100845306049,0.950712693584276,-1.43693564185482,0.187317894029974,-0.973442184427595,-0.581943011758486,-0.781948084091525,-2.03371722386211,1.48519492047569,-0.327554959067336,0.833471379095803,0.469297999381073,-2.01856303082131,0.510078514046802,1.10635642867043,-0.350366472610122,0.521306754562641,0.570260369219514,-1.31132394448426,-1.47684700387213,-0.853650215983694 +2.15221241891594,-0.266172351060701,0.641498027203407,-2.17431612364634,0.917881058938603,-0.882436345707314,1.14228671366839,-1.73867203854227,0.284396631360239,-1.10684710304115,-0.47956891213918,-1.20838761072361,0.822970595917141,-0.344774850419547,0.622156927096646,-0.313448005293414,2.71250180006271,-0.402649368812829,-0.389913692187171,2.49487262430335,0.716929259105773 +-8.2959990626116,-1.0990821816966,-1.20439691965915,-1.03976567470232,-0.84623516299867,0.0283187880315194,1.94194126519682,-0.284514824191087,1.02482826749092,-1.188064276712,-1.91755303497031,2.18400306343068,-1.91865256437149,-0.206181165307487,0.0828704157079666,-2.44477232519086,0.000469163292472751,-1.12086746324003,-0.408679723122818,-0.0458961090904631,0.0554549839862361 +3.88938444355617,-1.53421754307361,1.47686456721343,1.50173225170437,0.528999817999777,-1.42229558482607,-0.166335604244942,-0.888142912313637,0.692137341256107,0.565445295865133,1.75550343156068,1.18845322791947,1.11720956181364,-0.335632134821231,0.0212324867021386,-1.67721498394048,0.0880368176872828,0.643365386237844,1.80072433990916,0.626857446873108,0.049858303996468 +-8.03035131270752,-1.20630985963392,-1.13310889288765,1.03789611284775,-0.297589518638874,-2.28983180304408,0.181278890874089,-0.696350533708278,-1.06548911534969,-0.0114515486331846,0.304590033905962,-1.03533874386858,-0.765906250129705,0.0702296011329596,0.85525565246579,0.0742671869682815,-0.659572604997227,-0.0206884260657086,-0.540284834907125,0.511507678554112,-0.310343125563617 +-1.88059952843805,-1.95002527285931,-1.44422225478157,0.371477683573057,-0.789534404393342,0.515801990446508,-1.62514294392004,0.26162184639836,-0.0373598973891995,-0.276434999136626,0.255329395400651,1.41058065422833,0.576856479733439,-0.423358178731225,-0.756127442527081,-0.443220458929279,-0.441414511197878,-0.0336456642629532,2.91349018701586,0.329388895156147,-1.29637641426475 +-5.70929666779136,-0.884040029631817,-2.23912850980509,0.252758632772602,0.695449617988611,-0.0730877438409549,-0.305810697117396,0.175127618247804,-1.09716429397165,-0.686945269391662,0.535702099173633,0.951731514076999,1.16216093743964,0.663474665131835,-0.885758508912991,0.211004953893609,-0.623780171488011,-1.0387425471006,0.66213330969999,-0.552022066580677,-1.62138273865106 +0.11133954156625,0.973405985201601,-0.102207237593634,-0.344842644491794,-0.434941882157821,0.187911788098341,0.829738126902475,0.0371197649973438,0.499306581132207,1.33124727028442,-0.000768282990575221,-0.376290188768675,-1.15491051443984,-0.223705128034718,0.0896117932251802,-1.9305254964267,0.610752711450304,-0.730074276843011,0.721757135913471,0.0444786364606572,-0.964819676274195 +0.646993853356404,-0.580971315835475,1.57528643168137,-0.793197397732805,-0.645821853200866,-1.44932243214525,-0.847092133288741,0.741394242768466,0.678261323033606,0.126786182475597,0.585631177930512,1.04802772738425,0.910428269808848,0.612105417668572,-1.7936500791379,-1.58420001437296,-0.291385135820866,0.0529112189305777,0.118496215401262,-0.0758392534654314,0.279460685779601 +4.93101437599312,1.73676738151204,2.07494474333987,-0.581974730260469,-0.458844183328586,1.69832151235746,0.650830212632532,0.210391805451222,-1.13861644447197,-0.355134215223474,0.159147912435378,-0.758665802342592,-0.947457221864168,0.392211829011386,0.363581845962339,0.0833983334539698,1.24941616494319,-0.661338825473917,0.150824583880589,0.676251461755865,1.68489359788659 +5.32536450261012,-0.172675318153217,2.64840655856471,-0.0884856213614049,-0.755703362700857,-0.625207160429264,1.96198863866898,-0.386389050283265,0.0975250260173304,0.209183558074322,0.135617329931143,-0.617704800786801,-0.237946018865545,-0.409513478214276,0.806444038729829,-0.0893910593900502,-0.132216241665951,0.833993749950953,-1.01437445759093,0.818829719816486,1.09787103971677 +5.70144898688683,-0.937992531749062,1.35309135515391,0.965729940277419,0.12642871204661,1.21290251168187,-2.01245901505127,-2.24199288702047,1.97338768740223,-0.475865572052318,0.074164903359558,0.447432713772948,0.46754969223426,0.756373639880806,0.382226568180297,0.548887053007037,0.399129021830385,0.497350281494309,0.0561808656942002,1.83079350393012,0.77691834903224 +-0.212402568514254,-0.28459365979305,0.0770612111833076,-1.8998883478993,0.33316303371247,0.429970969712029,-0.864450097201295,-0.763407869333237,0.46098665167937,0.292824531737578,-0.176926720490916,-0.970562292041951,1.46358314250912,0.0765120624675473,-0.975889378491127,-0.370931613309158,1.56894483089574,-0.695866970652784,1.82308955159342,0.977614028111127,-0.343886050802516 +2.07519190486228,-0.589018101666963,-0.296863405879863,-0.0687562980416432,0.36540108848009,-0.491348116864981,2.95705241772925,-0.149694683611986,-0.555936657008967,0.202810708817728,0.179433445461629,-0.532998278088821,1.17395941443721,0.582724957455452,-0.296673785531072,1.33801097286549,-0.74429606824709,0.0729102375356662,-0.604082503937996,-0.561942501888046,1.02930600849163 +1.29971006031309,-0.44393142602891,-0.845873018572485,-0.117034533256079,2.10865304829928,-0.264585294786765,0.534011943904035,-0.582244862430366,-0.666222279191006,0.586540737355162,0.130496300504587,-0.126124530673198,0.811185616991631,-0.716935901262557,-0.0949400189785533,1.33520455021101,1.20445948897573,-1.32734975375443,1.11127974001527,0.624432565218934,-1.00906572432816 +5.08655457039316,0.0599965734692298,0.979528698962739,0.986943569786444,-0.757962410239944,0.312488120191762,-0.623376030622261,-1.54447744892573,0.610924346083907,0.880390332843477,0.993948060618542,0.881100108147857,0.122162827774692,0.192546184668293,-0.0495981910427635,-0.476916601813787,1.14884616480721,-0.828377358448099,0.680787535586662,1.35923906415357,-1.15950939154484 +0.0461538610259181,0.0822329488652121,0.251799161284106,1.25038189273189,-2.95271130533956,-0.461254506894972,-0.851509300229976,0.191748367798141,1.79702970954132,-1.4035852301945,1.74077000887601,1.77588897478516,-1.38360462101134,-0.77641038450402,0.160727195677438,1.24627994751565,0.8829175456658,-2.56038082781582,0.0444060314256473,-0.0234634298160034,1.09358526041489 +-1.20973133917068,0.758397523687175,0.65221850318155,0.605689151955744,-0.495094263087005,0.0664393499493182,0.0396191809531202,-1.80172885441817,0.619210543706261,-0.374645675726622,-1.03156085693142,0.492283175020021,-0.411672860748215,-1.17013726209337,0.768616127433774,2.29628573372288,-1.28906010865977,-1.40520469194327,-0.649866219585766,-0.358574073175987,1.2391898369975 +-1.77688189704052,0.539662990903339,-1.31634095550414,1.1110063235752,1.06156095236025,-0.509344967772016,0.624402738077169,-1.51150495443917,0.0326759574253885,-0.00470318033448928,0.912717083099819,-0.640663111710621,0.879766287732695,1.24957482347361,0.564672825718907,0.767945608407331,-0.68470421080316,-1.10963885362501,-2.90625551381487,-1.52820942677086,0.415578111826026 +-5.01784191447648,0.776647646532491,0.375403042229744,0.0832686258464572,-1.32557475253302,-0.900799997594371,-2.56183871985122,-0.0256098460620755,-0.490125336167517,0.0821726705206697,0.855799044411903,0.00756384081013112,-0.734413138157749,0.178450720292713,0.294021645550568,0.364958221131881,0.0527721998460314,-0.509757132166535,-1.19788135961395,1.372854751974,0.453860776144617 +5.97202361079383,0.132171664674437,-0.195444713550099,1.51409193374957,0.0497626998416867,-0.213343928265388,1.50586265804666,-0.443412942477031,-0.882980578734418,1.40848150241639,-0.492513732390353,0.344569569225378,-0.528346427543423,-0.834148557151622,2.52705844301154,0.38358131374785,0.991314095491432,-1.10806122996243,-1.11298131035488,1.11370745000295,-0.198623855333923 +0.910001479573531,-0.806865299790739,0.268600774659746,-0.607539786592504,0.22414485219672,0.605266651689769,-0.604947838456065,0.301477155044555,2.55835104464969,-0.620296187790736,-1.71776738546214,1.19900315250112,-0.112078351170338,-0.333262102632743,-0.235743241417011,1.4772219415059,-0.613592874754169,-0.745325420170102,-0.695885175762129,-0.144841583726091,-0.735465809768093 +9.75361911002899,0.449350085786593,0.244398982781913,0.51748245561219,0.067845788023224,0.429550448133263,0.183723585243247,1.14915047132698,0.97733658924317,-1.51703389108184,2.0512152302475,-0.286743473802677,0.915645635672572,0.680141721699862,0.146590143034637,1.16750384253102,-0.362193356767683,-0.358078063813148,1.11226945244646,0.0439126976066616,0.917999942164418 +-4.52429141209751,0.41264145683315,-0.031055470169511,-0.371037340419481,-2.96422216948415,-0.966266018487018,-0.475296015198416,-0.657387974313392,2.07646332793328,-0.194456542067114,0.1458364514967,1.11878151476,0.876854557566047,0.282751438684632,-0.66944606474551,-0.776411359049863,-0.926986440647631,1.54615271712374,-0.502300438736527,-0.687648090064616,-0.0657103270612434 +1.48156563807251,-0.403614049111987,0.105414733683335,0.473729485194644,-0.763160998797859,-0.0206661994120485,-0.550447760383502,0.859765051788729,0.30976110664903,-0.551163290094762,-0.914886358982279,1.82091094692995,-1.07006683523416,1.00243822225964,-0.255713903078369,0.740997616829207,0.032759932800108,0.651207533035509,0.78158936294723,0.186999554257824,-0.944137870198949 +-4.75888629529527,-0.38808827747742,-0.468687505974339,1.49885603982542,-0.442037134361715,0.792510947757421,0.481609419786244,-0.775943970041126,-0.657767057221143,0.678935991458981,0.517910365279327,0.429151876762842,0.315773297839153,0.16721630432816,-3.06468895502201,0.084010907958744,-1.0916208771164,-0.0776282574309024,-0.358475652349983,-0.264433222524387,-2.50712319686963 +-4.57245501128436,1.09518774784029,-0.990970633080493,-0.348211204605221,-0.539857840937364,-1.36881768477249,-0.902804140528573,-0.808107353559877,0.359925169464286,-1.2254503143879,1.13004591738549,1.39340973891979,-0.484675120578639,0.807260642062209,0.199924360765108,-2.36582026517565,-0.523752569198693,1.43413146248395,-0.703505031803317,-1.19665913418469,0.502484246628968 +8.19588257595033,1.34048004305313,1.88090581014418,-0.988712220831878,-0.133370574718398,-0.996723666159393,-0.681001075511328,1.64510110033612,0.947218151903009,0.897617244167822,-0.447387252531892,2.20525313665224,0.129788957119966,-0.610210900170531,0.713517923755657,1.00344736561888,-0.271432506705992,1.47604608899063,-0.399549350347919,0.0348569808817227,1.29330311423416 +-1.68556913825387,0.114405546675648,0.184707730059391,1.52595244705752,-0.48480136953908,-0.634423170580051,-1.26476236082462,-0.528459496539909,0.145314656001911,-0.223958219452866,2.35880866433146,1.90794831259884,-1.06491282912246,-2.13637785863585,0.540095055124621,0.832132836977587,-1.97462748764481,-0.352017287151316,-0.534711214226399,0.266087059116298,1.12113532923466 +-4.84212943257539,-0.392264620281621,-1.37676249726576,0.434972387604674,-1.3584883956593,1.25131025505693,-1.02978624903845,0.14708140499562,-0.737489437891511,-1.90009245802479,-0.150373157897197,0.0332923375897183,1.43558727823687,0.544921413461285,-0.0864126297003973,-1.11537684297886,-0.252582550002814,0.595409556220683,0.66645603834016,-2.3352028204713,0.633072958312539 +4.62272557796092,1.65235784319754,0.0227351108443463,0.331097460936606,1.07993166942545,-0.00793898453312736,-0.916294582135834,-1.37368798676214,1.33473824608988,0.649806878778634,-0.336710175586726,-1.25911924495651,1.33116054861014,-0.0617133489751152,0.561426497778218,-0.147696523843061,-0.353551854022233,-1.43728878642258,-0.2188098836902,1.07187711047964,1.68645621597945 +1.4499872146245,-1.24369760877461,0.813863204150726,0.377375860718903,1.97119254921942,0.207528676070123,-0.795092625813148,-0.538885679383265,0.085361214858823,-0.501673889110282,-0.590323242878245,1.85827666113303,-0.810283919333819,-1.03938626217114,-0.854983735583241,-0.561462536147332,0.234303214704464,0.725065507452227,1.72466029808321,0.635949204158394,-0.698251332961555 +1.62905148476162,-0.911925870779559,0.527853188825231,0.702373137195721,0.137967703981537,-1.10918860068059,0.756803786650473,0.284043121334747,0.466611937467347,0.729050384719154,1.00163231236607,0.61775951129629,-1.07009487155748,1.03996276651508,0.439200811473119,-1.51770997111216,1.12130992286768,-1.35350209069594,0.0140158975664903,-0.99462619112572,-0.131041804551832 +4.66294203418572,0.850043471893941,0.88718877118702,-0.396814311817155,-0.720934950247474,-0.568299904724118,1.29173670530834,0.537555912043707,1.00408256821796,1.56682379311676,-0.274235228585604,-0.117102886899455,-1.64907487939011,-0.112950885992886,0.376834721958855,0.400961619246611,0.111295811459311,1.10366718175692,1.58529348931589,0.236681764667512,0.956461801708545 +-0.00570386006005646,-0.925312995099251,-0.377628040321067,-1.01003893874946,-2.14374740247851,0.113126232506955,2.87522421519361,0.227181283840142,-0.696798277026712,-0.703805914038619,0.5709653135917,-1.80398259956128,-0.771476876676406,0.756708555655108,1.25535288195012,0.925313400303301,2.22269363773626,-0.208760981756286,-0.942802482337076,0.533036779805593,-0.030392865019165 +2.41486627677674,0.893581214441206,0.114080816880508,-0.0622023068257885,-2.23712954803228,-0.254729725096663,-0.465201650152177,-0.225423254625148,-0.801672382938682,1.64041676525626,1.31384326861607,-1.06959604910636,1.47835907115465,-0.0196525409574035,0.956362638678296,0.461727672814452,-0.124987549554749,0.540150611502286,-1.25902271887865,0.982807449377391,0.0221885067918704 +0.336605474054647,-0.941009737811872,-1.72423935215595,0.286300233926954,0.994115288764315,0.00468799292883181,-1.32325231423084,0.223104594076108,-0.229729516049354,-1.82943765962338,0.229163810743718,0.130535413816226,0.589557634758929,0.963789650133546,-0.642428087888635,-0.203077160424682,0.369579509950219,1.32859765379572,1.36900892785207,2.06277270329783,0.23811137692816 +3.65095782030626,0.538952094101553,0.743688551415749,0.0570445150458085,0.85506876453024,-0.402752313411828,0.569110269615772,-1.75052322221703,0.4429094020816,0.932876384352439,-0.540540844037509,-0.195964129682843,0.311418778649788,-0.2043144626156,1.37915648987319,0.381948733824911,-0.40004639632184,1.71406538898658,0.134769871052053,-0.213717465212949,-0.467262232529927 +-1.84463969759467,-0.181974398105336,-0.885731739605205,0.356397728922875,0.488451002249769,-0.904656374051156,1.90832645284421,1.64292437565631,-0.601577017182429,-0.0175570199582043,-1.73837288019711,-1.15157220382353,-0.298904974119691,0.851520688146915,0.694521727406992,-0.0387442746151869,-0.327093846594195,-0.24932218724024,0.399095736186461,0.095667406188995,-0.824785645410046 +2.58756047787345,0.891767594965122,0.326610637433545,-0.352795269458878,-1.38067946498996,-0.187754275989047,-0.0988939339355172,0.474637796215368,0.200549442477286,0.690673091569006,-0.336555485881445,0.665451256846367,-0.532622285238225,1.27485874793293,1.08756150207036,-0.974531521428193,1.03148851548814,0.00608580634581867,0.809861984049334,-0.81026637750042,0.43036104750356 +1.52388624947399,1.32920820523491,-1.70847769729961,-0.201840754204331,-1.03822653113332,0.239383242668141,1.14274112114784,0.928141472002797,0.444574512501723,-0.584732864831395,-0.616749305351882,0.775535620900109,-0.999734404644333,0.218039313543954,0.00869726752918798,-0.234828741032804,-0.2755212318557,1.17459741928691,-0.570652448209271,-0.209856046853016,0.3665740955973 +-2.81068757810969,-0.103466125206476,-1.65769049208038,-1.26830360438459,-2.16857552385336,0.298266100803518,0.287101252827725,-0.62538369758678,1.18662575072386,0.998739660066,0.153808327392404,-0.748206314675925,0.141409551353723,-0.973776305760495,-0.878746241213123,-0.293522501917344,-0.475019857225382,0.401053911214196,1.20803823579372,0.115012383950239,1.98338326376966 +5.16003193550743,0.615064610722324,-0.575315568744496,-1.42500666437396,0.857774323203083,0.37686559759919,-0.244320482375821,0.0570814522730207,1.37663868324337,0.728987909942834,0.12223560528643,-0.598602262996743,-1.33661617258216,1.94364361825261,0.425264936016943,0.988419438541463,0.218292366245828,-0.017034853662428,-0.072039301385395,0.61817873301431,0.902713574837877 +1.12292316817223,-1.7997723953362,0.854009781083207,-0.199135300721235,-0.250510404206576,0.585842818883738,0.478518824667956,-0.216133390127039,0.656074979388654,-0.0075946147338234,0.111980709179409,-0.926970347724915,0.211423818375973,-0.369006055508994,1.12273911859647,-0.638677532105042,-0.258029176615317,0.338102361202195,1.27714721024445,0.237069694392412,-0.575273606930968 +-1.75983180204071,-0.262705141643009,-0.27643563733424,-1.54253779256579,0.482435180211078,0.205595110088552,0.335142997507506,-0.0942158012264705,-0.237755690571383,1.47144267535638,-0.0216987403861865,0.558392753788376,-0.445618413315013,0.567919622453995,-0.317139047023214,-0.803567108078222,-1.0399157049349,-1.34282654964431,0.595023836020961,-0.0822743322578166,0.139546747279751 +2.9702540881714,-1.21014187687842,-0.395866378752152,-1.00933708721898,0.703591120323271,-1.92191978594114,0.993271166483169,-1.54328698626317,-0.521593465179447,0.988002376979511,-1.07694276098299,0.755915179838584,0.311892633874291,0.773410691317356,1.91180758343026,-0.667170923588059,0.587404647616974,-0.26741992392178,1.02929155708439,-0.419315038614668,1.18996166966398 +-2.00994476179015,0.204477252550871,-1.12300426446714,0.280725238400893,0.251851898825463,0.422210011369576,0.935743863797307,0.255976620765621,-1.21205931970359,-0.255589844323826,-0.554631707577552,-0.270300128660466,0.389910006382519,-1.68325821289312,1.40772605456593,-0.620814510345033,-1.14590013078568,0.967057325550091,0.432532095396885,0.595805952382014,-1.4349242283462 +-0.377737757319812,-0.0139941045119107,0.58490488284304,-0.441372932541484,-0.869754206381757,0.184209791448987,1.59802097009749,0.111652978010404,0.20196101102844,0.580062425880604,0.143025183854045,-0.187151801670985,-1.37717709592655,-0.120434973691054,-0.330634276090112,-0.374600936229197,-1.60816925658944,0.698459739689756,0.921735666452748,-0.699164760742268,0.252161908911309 +2.11510765879149,-0.235200839818886,0.309870921412552,-0.213141029795411,-0.213169675717249,0.902368993941627,0.100053038973573,-0.18027897869125,0.683691567454682,1.32124476223146,-0.888691734888256,0.181117809785436,1.67121273256646,0.624196558628226,1.12725067826482,-0.248443384500987,-0.278628606625828,-2.37313322685714,-0.512509032915037,1.56361275844944,0.432928514602635 +-4.39428377565221,-0.188318654237954,0.126987076474046,-0.417322431211813,-0.322499242306245,-0.872467782492307,-0.936429159079907,0.265852791650515,2.18902907987378,0.27490043171903,0.0896840922139218,0.308507071034062,-0.75145631663602,-1.10461360244428,-0.52065642057465,0.727383944570538,-0.686227809012692,-0.46395226430352,-0.795398413171266,-0.285913666618533,-0.301049890148063 +1.17662923464152,0.951283068840505,-0.52173391138763,-0.400945266537062,-0.685535045904966,0.399459406287403,-0.353778134403415,0.307157777638852,-0.483087982081148,-1.10924624357087,2.30685613662243,1.02054436637788,-1.54551857648783,-0.288301618210611,-0.478194230078329,0.00723512205708439,-0.565999333515337,0.90219122091778,-0.200239399158403,0.87726014454964,1.78220643691457 +-2.48905975004566,-0.154014785973495,0.69004937928982,-1.3338306395044,0.991196055455844,-0.143417976793694,-0.306900471371121,-0.356742801361666,-0.131517810863762,-1.03172514688352,-0.399807412354171,-1.78272802705907,-1.13668400121993,-0.633471125794011,0.0469509805981062,0.877902586442358,-1.47485328748112,-0.042174558707178,0.388369722872889,2.9348850643798,-0.0693003787250875 +4.0742875265995,1.85424450475186,-1.13079345060888,0.0834350952887967,-1.0749464512337,0.742191994414993,-0.475771744591447,1.94788931821798,0.524401498548433,0.824605957359328,0.872717840788155,-0.727105024956305,0.023179653699274,-0.408771215167077,-0.108118583660391,1.16503215575201,-0.825636038084921,1.10944713162096,-0.742338140414363,1.23452491091554,0.873776313077515 +-1.52087999084538,-1.90416735438949,-1.46780029786377,0.121580554383829,-0.401290682297023,-1.75569434641357,1.04455764846117,0.673104646829445,-0.836390928796102,0.522441074721429,0.699579462320729,2.26436954207005,0.764305093960473,0.0581769776744841,0.124364231577776,-0.193258761294702,-0.961474610354334,1.70472799349175,-1.4510034141161,-1.05709007043243,1.15957382527296 +7.06571253779419,0.359299701900462,-1.46242428502364,1.07619846364714,1.17296445134637,1.6550163196883,0.597516236829744,0.450156617355929,1.55880786275565,0.632266837524307,-1.74473032742575,-0.690290699191567,1.11113953964657,2.32147926682408,-0.766923682759194,-0.186972615524762,0.0916233263102858,0.0665472219743442,-0.223027254795766,0.857687475248576,-0.263749749423757 +2.20953509245861,2.1145349462097,-0.944582331387148,1.64945786396687,-0.148534065819661,-1.96804135362387,-1.01035987096817,0.613922434489324,1.07703592819396,0.402728712538325,2.23720744654838,-1.43714897671039,0.216105395017549,-0.665124650941963,0.834361005518245,-2.43567210917155,-0.703994412249221,0.213714819897535,0.988688032658603,1.40513547835986,-0.55696402840391 +0.858194614897222,-1.13574898684316,1.69646985682928,-0.981293207494023,-0.0403270222748794,1.39012462336731,0.0236650196151556,0.382962158504432,0.183608502235627,0.239468479802566,-1.86033492660039,0.37742448962375,0.490979683285745,0.137074542656701,-0.694661201613817,-1.28396409898989,-0.860284759692481,1.15824670991455,-1.13510205549824,1.27313364540398,0.171696990670652 +-1.04687295327517,-0.796255985784339,-0.259128439895072,-0.530284028892679,0.370489193636113,0.62283790652766,-0.1947218220522,1.45763634286111,0.265703911157953,0.505635436610846,-0.239290709284444,0.618648642974848,-0.981076836157318,-1.52224659940622,1.01028945826228,0.0519790777836273,-0.612695502163819,0.666855417384936,1.08496293789968,-0.457518166384838,0.329149031931013 +-10.3577437167952,-0.397569450150752,0.132573953711208,-0.567358404785612,0.850027891121432,-1.13014771376219,-2.53265471149735,-0.55133395848496,-1.44086601770752,-2.11433246646013,-0.0476226120626961,-0.661938946722998,0.358362355107365,0.857635062186006,1.10532073735763,0.966970476868524,-0.694562076187182,-2.44406160685641,-0.0433643943429822,-0.272968101987164,-2.1264083363873 +1.70125785621478,0.0917240415455821,0.223061556392646,-0.906582998185348,0.450354248576867,-1.47430264824812,1.63238535224847,0.0550686012393429,1.38334822383267,0.0365303674352893,0.150598892710959,-0.52020247895365,-0.495245094339241,0.0224873812773325,-0.779127713307128,-1.73384813645916,0.101828444159708,1.29576774271581,0.780912415102171,0.749763700469299,1.23633150947504 +4.38614286939278,-0.238694074135277,1.41190395976712,-0.372921574262504,-1.14199912496881,-0.0865752622485469,0.0436026398487885,1.53664039297594,0.803114395574767,0.322374859815264,-1.47327577013317,0.150392408723846,1.67861980844339,0.662093481153772,-0.0483847951325507,0.695611956883774,-0.190282184876029,-0.127909946965574,-1.2282658116553,-0.40399148478035,0.785318693261171 +-0.968334843274778,-0.461962363699386,-0.257863203492038,-1.0015634462664,-1.5016456952182,0.948008373902873,0.401301265059872,-0.550382822670181,-1.67691127613225,0.639257715510597,-0.618684748647334,-1.20500379827392,1.42967129675161,-0.514453896108571,-0.00256214067218314,0.743514012729738,-1.26888513913114,1.50351196582179,0.476685610548049,1.16829964368651,0.352092066868487 +5.61326494596437,1.9263406073496,-0.458183928424991,-0.325377156175683,0.279669475799916,-0.826781215255167,0.839769675730338,-0.0612871010903995,0.878027198323635,0.447682408987124,0.73585419415882,1.63780693663787,-1.15272464827296,-0.375883563302974,1.214210180657,-0.229683276718188,-0.391663637945705,-0.683392833899352,0.601638189813957,1.403080185827,0.178499304983509 +3.26684635289216,0.122054814822625,0.270843802533091,-0.512028834496036,0.737639385145215,-0.652013162263846,1.67539548616847,-0.35638743474413,2.0306371458796,1.10017891467638,0.363985279346113,-0.118171411813386,1.56522423607512,0.358125292594194,-0.527082293749516,-2.09352677229756,-1.47876373149379,0.938277935708619,-0.0117852412547352,0.803599964057583,-0.254810442171398 +-5.63170888562986,1.09205057650629,-2.86629932227667,-0.154420372593848,-1.57746122398712,1.13164876233807,0.0202935763018923,0.393244303275802,-0.640255508554727,2.31120033068453,-1.42979477481655,-1.40235886959114,0.205963028388334,-0.0864566491538483,-0.216633528410697,-1.53057029280699,-0.754312785383447,-0.365694892067664,-0.031411970584176,0.668437540829571,-0.566372350915376 +-2.33118997574055,-2.97225747544741,0.407908321761943,0.737394001938357,0.0400423636034758,0.572807216135594,2.40277920985456,1.61559100525463,-0.329948297021453,0.10203449893478,-0.346409909768196,-1.11609082691661,-2.12446627344497,-1.40605900339066,-1.04049174082473,0.913539874081371,2.04314845840939,0.0775888320463282,0.0292306312626667,0.560989438270537,-0.867541317372764 +2.93018140277829,1.12848905096528,0.513257902751679,0.689418536609083,0.442722714513142,0.776191929815498,-0.877886756571125,0.0971459747959943,1.22070467154036,-0.850934180302005,-0.97239167765248,0.248197455803289,-0.823358131638653,-0.878751072524326,0.186204076687617,1.4488355975582,0.523483308625799,0.570325031593153,-0.207299131966945,-1.71169066675835,0.0651870029337793 +5.63095118677506,1.31200012901363,0.231168507566672,1.18496528830033,0.520781108527594,-0.385184360253982,1.27282128976038,-1.31904391940587,-0.305617309835755,0.766546659814925,1.6421235885571,0.385922631658394,-0.313435153770296,-1.36116399380189,0.694514932213668,0.233429410208387,-0.863112543835238,1.01176184792227,0.703688173837343,1.39000487731066,0.0323433558948837 +-0.575672199971812,-0.48260797306504,-2.33550363407497,0.491003461867745,0.753074281102102,0.704138723925619,-2.63359644952892,1.23323628832749,0.849147076614627,0.271155017017858,-2.37526449825479,-1.40335151085509,0.125933088132879,-0.0657213172149416,1.1174627189721,-0.232710215735347,1.62751505700169,0.842093589364911,1.05610527851892,1.51349320711804,-0.462491456850026 +-3.2313184701801,-0.224858996653821,-0.191596981381387,-0.83038878752948,-0.590176517093593,0.670460608770966,0.580074559046875,0.114397817440956,-0.339585940256897,0.0916110299507244,-0.26238610985029,-0.148556305696132,0.899225933614699,-0.788181403782177,0.484292533928965,-1.01951661270484,-0.689592513178911,-0.156142990849319,-0.551435754740689,0.470689094565714,-1.75522392286824 +-0.138406904156866,1.66776531087937,2.65179319248463,-0.498270090568177,-0.376505038088101,-0.397552941995297,-0.945458947605892,0.560306152447714,-1.04319830574847,2.20297178130861,-0.335962917452303,-2.49395549937825,-0.436586411053007,0.666199292604652,-0.379035879839826,0.670745921402868,1.25304860776757,-2.38445782180238,-0.12782490266527,1.03643888146644,-1.05377725826833 +7.08283638606892,0.0412185323166061,0.481970479964879,-1.86763450689455,-0.452037827308468,-0.00478985989338748,-0.635739432351405,1.12833187768739,2.01754046501935,1.11347821638561,1.18375407290635,-0.176007093559112,0.321553491983959,0.253365442273641,0.129157847491392,-0.0448015983775511,1.02149821430131,1.06836739331345,-0.111472989716465,-0.546417163516187,1.61855292138872 +-4.43464220786884,1.03817484555139,1.19735891567479,-1.12046969721049,0.310397956888843,0.67159563957365,-1.49377749486291,-0.644058713372354,-1.70417036471063,-1.2237933456728,-0.965221471180197,0.247814419238567,-0.404538625953303,-0.0339705615369412,-1.30605265714404,-0.282984191104174,-0.139247685979027,1.49588957757116,-0.720247187940033,-1.00542529646546,0.108841986709471 +-3.94122709154796,0.587642933342248,-1.61076876547825,1.46067323862195,-1.66090204730259,-0.640637675236876,0.470359543077533,-0.483408279190282,-1.4003967803253,1.12752118834978,-1.16749544806239,0.614058489421004,-0.908131999543376,-0.877979867208844,0.600538406780433,0.174624199781141,0.584148001267001,-0.975530633911316,0.0847316944437207,0.264183776756653,-0.470694623703135 +-0.276313939567535,-0.158299577145634,0.00104148887056545,0.414379221552777,-1.40621330292606,-0.565816291007146,-0.726505169282725,0.613986348257087,1.2422214651373,-0.445019603283979,-1.03857815388124,0.470260442205242,1.82614280630176,0.334957755639506,1.43653768615359,1.12362799648595,-2.27826950459243,-0.557078768798587,-0.638987011696564,-0.0539660206056054,0.70691426866438 +1.29165783978474,-0.292085414891579,-0.205604632034074,0.622223244180648,0.215565950579861,0.236919607680071,0.0495269752595077,1.25216030606922,0.276263330822091,-0.741651092210938,-0.297129287184016,0.861683769722911,0.749039864271994,-1.54032307785086,0.194564363210948,-1.60938878898792,-0.323194230865315,0.151181871916743,0.461557108623558,1.51054373163513,-0.654870182398924 +-1.22587983904571,-1.41989896333921,-1.32460138781372,1.33414116732319,-0.274042982391841,-0.596585444541474,1.16393583784162,-0.853942129149236,-0.27338757758502,1.44634075477989,1.35561407704354,0.700135974095336,-1.27283591009493,-1.93248528758456,-0.0750103325008596,0.979751183834106,-1.12620296394977,1.05565235658713,-1.03000367581604,-0.452212023395492,0.35961923669506 +-8.208472495187,-2.13831802520847,-0.0771213677370285,-0.833916739871213,-1.53580293774229,-0.4571378050522,0.170358060824851,-0.0798880264972078,-0.210797520941791,-0.689206110043545,0.705373190101076,0.441427458757416,-1.302086361574,-1.34531003516332,-0.501708745167279,0.90735740696676,-0.197042250877441,1.37734491302934,-0.224326018396046,-0.560753177103839,0.335832345153275 +-6.48073125034377,-0.0225001049025996,-0.86219764157804,-1.36041428456748,0.0821541457290937,-0.599408714056102,0.380024348249117,-0.968796523601178,-1.07336307108303,0.777914911918967,-0.62097204163886,-2.02316462934869,-1.3397492247912,-0.648556910973091,-0.146683166827007,1.46695279850346,0.361402015300978,0.379724709286529,-0.373503354415357,0.327778378788008,0.484680537915095 +3.36283641410734,0.269770953624943,-0.503605665884869,1.58265017409703,0.448963931169992,0.834423624489605,0.196106862056989,-1.80383196937048,0.56522236424659,0.354053268882143,0.595398669401096,-0.259775834356257,-0.280510723061301,-0.247830946950354,1.05189454959455,0.798267302032059,1.96868041548267,0.0573453225487753,-1.17871022261914,0.376865754345597,-1.26402758870004 +-0.989634198293907,-0.502969399031042,-1.65616655324565,0.589703246241968,0.280508583099844,0.065348476968744,-1.04309560759464,-0.886548667546652,0.493038385157457,0.336746614706095,-0.771493186211704,-0.356043734719967,1.16537520137794,-0.224402376751876,-1.70516131708858,0.74039341332411,0.0538886686216203,1.03295605692536,0.668759511753609,0.325403335361184,0.800818193748117 +0.210544152954568,0.630807390367713,-0.986491681777976,0.209818892172337,-0.933365598427945,-0.251245631395051,0.0364437789631301,-0.345306900304614,0.697396767258541,-1.24833128085126,-0.292703725348925,-0.744920385926098,-0.512860950349619,-1.29637425525233,1.37829787020346,-0.297157102631873,1.47716455477408,1.06801423734019,1.1061536703937,-0.912051524895694,0.896804917791073 +0.768706060657017,0.474565208416551,-0.875749640065485,-0.28286738084248,0.269178762692327,0.874230400914775,-1.84479109494549,0.569529710321438,-1.55432213313922,-0.200645495657948,-0.389809900065485,-0.665631029506713,0.0539488612729609,0.138316263631236,0.653164201727684,1.99098261989058,0.742899043726424,0.0636292756131776,-1.85635829406174,0.438281026284805,1.09498617109771 +1.4805144423858,-0.340659061576436,1.72001919627891,1.96186318447863,-0.618354504681399,-0.411143588451954,0.731080932698204,-0.436388028708308,-1.3389033927884,-0.112610550927175,-0.0152767688826994,0.294429190270077,1.21954399598583,0.355300543163069,-0.516734498753065,-0.100698967385196,0.799580414486442,0.0439367449943601,0.284480914922499,-1.28049263028165,0.335400376608994 +1.72740236878156,0.0496015595221469,-0.699209533057696,-0.058045766358602,0.75503548474763,0.877322310918325,0.273483462588933,-0.814986888736824,1.03345847037216,0.298200690891154,-0.297348793695599,-0.378765578412405,0.736765240692242,0.578472493100841,-0.193826643362118,-1.22872953217463,-0.03244430709937,-1.05349774034568,0.305733306797643,-0.714434571383627,1.815350452346 +-1.24330420717242,1.2952631908601,-0.71651684196413,0.651149042327763,1.2111268987756,-0.559926508162153,-0.333564524762153,0.0313640683318856,2.26847875995113,-0.385236765527712,0.169766427385139,0.326871253670044,0.358795994655413,-0.624472095605122,-1.11109073456308,-0.170990892771424,-0.0290712557750163,-1.61718074845627,-0.956466873222535,-0.11568326966132,-0.0511171633569837 +-0.703521814352676,0.314624204958306,0.705420957458986,0.0662923885864291,0.66352519246987,0.918381396199925,0.215055313867818,2.95309446072955,-1.25116777707589,-1.31958932296179,-0.0107285577433566,-0.282376823667392,-0.53840093202614,-1.03141741242167,-0.924913018581101,-0.74853973695163,-0.649160418974629,-1.41334693007732,-0.216757246750517,0.472149159891715,0.047289810000524 +4.40145599774858,0.801572503702334,0.762549542892471,-0.276299972457008,-0.0217221899247762,-1.78214839143961,-0.0423266947060882,0.841177670155693,0.818542816759932,0.530608201508154,0.497330828263435,1.50567032110237,-0.0210269254177924,-0.201286128455718,0.625528721354351,0.237024473213166,-0.196037411825282,0.519301337084759,-0.233758196162202,-0.0649724340892871,-0.230447569883976 +-2.55430462042066,0.486058896232458,-0.858245126613271,1.56242789624722,-0.601696577172237,-0.131318108232364,0.0396468569711636,-0.746204820878647,1.57276971637971,0.176203810079323,-0.141366078098042,-1.57967880859333,-0.593239781998866,-0.505895689838191,-0.766737214392121,0.0751564298723148,0.295144827309964,-0.152833502289154,1.45419669687623,-0.686243474074076,0.416216234098504 +7.39795830359387,1.72556105665083,0.455314318541659,0.961309005392222,-0.476591363201001,-0.284666451712944,0.580159933731819,0.851169228432812,1.13119011043079,-1.0818500592978,-0.010809169938147,0.129315983029522,1.63752897962165,-0.186336521092241,2.24320629933642,0.375742968665311,-0.535351392472527,-0.0613760799105029,0.0122641782237988,-0.524359941927082,0.0354936866999221 +-1.79881661951129,0.102432860750801,-1.98956351353872,0.760852891993211,-0.227686703457036,-0.606212032122251,-0.893002792489666,-1.97359205920816,-0.141118960048854,-0.414556871977473,-0.0935656265057785,-0.892659309228409,1.1354660974501,0.221155851964575,-0.0117488530773942,0.301183384931168,1.99889320942219,-0.20708140227797,1.82463175405008,0.579622111828722,-0.0331015636714046 +5.67871648153605,-0.989837074939336,0.371350406955104,1.10278235491668,1.24326860678921,-0.284301508936724,0.0149284388768281,-1.86532539667787,-0.759897141728003,1.01895841132436,0.556102865036183,-0.17663008737084,0.773017566250429,0.661921212180142,0.0468884369978428,0.413491313237366,2.06029732013281,2.47021116632792,0.122199952835223,-1.13706126322022,0.136159265579287 +-4.56497659561186,-0.460441208998887,-0.380938143558515,0.327554017868923,-0.9187270476822,0.143103151478077,-1.32692649998454,0.815951596728911,-0.97032292620422,-0.153109203599607,-0.0750661655327875,-0.206303083493192,-0.011592045883705,-0.892112625324481,-0.0955456714271507,-0.97115052776324,-0.319002666808029,0.00720090216433161,0.263356725386052,-0.473848553819024,0.233790009046679 +-0.237578369619184,0.237661491971588,-1.07463412764575,1.48801644770308,0.806500231615745,0.502177177186152,-0.637699433971413,1.71340885889637,-0.20361385642048,0.0357558383542049,-1.1178642019751,0.971898744349769,1.18483904590162,-2.06459794668096,-1.07732897243242,0.499111927574742,0.0494247021437231,-1.33711094793218,-0.251718512136111,0.410114877701448,-0.137009914855026 +-6.80593587261604,-0.269397264170906,0.249834329295827,-0.0356765476524053,0.645460377245287,-0.0148195157339638,-1.20026209294799,0.610283374341505,-0.623134104501578,-1.6255250576351,0.403944742100809,0.277932854008459,-2.38992754673769,-1.75724763932319,0.791155497600623,-1.50333364086775,2.53092995438434,1.32351732659896,-3.00604008024116,-0.608344173869525,-0.553243045946602 +-2.52292325773297,-0.169554069656641,-0.48364274012776,-0.206009171050549,-1.18551232512136,-0.476917956728036,-0.787298370809296,0.568306936981554,0.2612896607903,-0.0715242691335341,-1.09273949463017,-0.544349180262777,0.0443926439977491,0.610539919087381,-0.353868639114527,0.253284821453496,2.02342116487644,-1.03513113872906,0.306964565703736,0.167206688814904,-0.165062979903573 +-1.03451491391019,0.664868973266608,0.506413088047749,-1.67867812868582,0.297707412852425,-1.16961329486795,-0.911515037794287,1.03153573202124,-0.294734881633808,-0.15909928824143,0.818977836042017,-0.447124964101829,-0.872444482341676,1.28792386558546,-0.267004487608387,0.814047895627588,-0.47043820840527,-0.170473602518489,-0.0855993959569132,-0.13077239294079,1.77856046936333 +4.22368586279562,-0.775550915205345,-1.03375733638854,-0.976221646396738,-0.872796228294919,1.42659019193535,0.711791648230984,-0.0932936737394339,0.19511492716082,0.0804676474029075,-0.207365732273863,-0.306635661321214,0.52689577632026,0.897471062465464,0.128423449286991,1.40285394655656,0.458821960700648,1.65853383141131,-0.140429554077618,1.61456469955849,0.693224739591149 +-7.84740378831117,-1.91926113102924,0.508833118486894,-0.0556892932612535,-1.28369006024718,0.633165393197951,1.32258695714094,-0.389485218486649,-0.76735013085587,-1.33404258838322,-1.00759132155582,-1.25054485005103,0.661918051805692,-0.99275631133767,-0.400269206093384,-0.177993459659267,-0.241416130015591,2.02379624851712,-0.901004378797862,-0.934914073656949,-0.626007237903127 +8.51112979309609,2.01933253963338,0.990873768871145,0.799785776100134,0.903645406559043,0.876185302775641,-2.39046836114851,0.89547435488656,-0.15486876985461,-0.992734920136986,2.83400172542307,1.14366558287829,-1.22282504791415,1.98686339057909,-0.876388063019539,-0.788147873445581,0.803894437640445,-0.763147873398651,-1.48192019407626,1.67318846804136,1.80241976056935 +3.73941207239454,0.435210514869015,0.0382290526321475,-0.0709754936556252,0.408134749219936,-0.209231784552773,0.711500332194226,0.128547252081623,0.819971230415439,1.35363798135732,0.515454046697018,1.09415438387896,-0.801570721178751,1.4760247687329,-2.21622996910009,-0.281561769329629,-0.636445707969657,0.743831042814494,-0.343720844416432,-1.41560441770767,2.05077379064357 +-0.703928208832639,1.05016883215485,-0.389205325989418,2.53129963510426,0.142380244232038,-0.230269391385801,0.762211330739195,-0.68520137536974,0.494467939567803,-0.559849511566804,-0.388766173531549,-1.39227118696891,0.796281185228774,-0.10885916863442,-0.2565295423806,-1.64515767223451,1.33716251448335,-0.647886985977563,-0.256178315507458,-0.591970660777991,-0.682743332328763 +1.61906390566305,-0.312114840650401,0.711525723766141,0.724744848885459,-0.655978557574527,-0.603652343047487,-1.25366665539083,-1.00222531024746,0.245322583319397,1.4323668752096,-0.459634477405198,-0.68063587155067,0.517492312775875,1.32194416949156,-0.706229450577778,1.78697304179934,-0.748338241948538,-0.557132251094176,-0.708913598749376,0.571473398961099,0.4819495526817 +3.97706722004671,0.0936176173045456,0.0767784801493928,-0.0564174228587157,1.62721808729706,0.378428415273162,1.17588071470853,0.733668088871163,0.937505023088805,-0.649023367167597,-0.136107387611293,-0.547587682923859,1.16048460506843,0.59828834993757,0.436279219116832,-0.409530926363433,-1.13332476677017,-0.259449400975354,-0.616670146131788,-0.42934073265441,0.870681329852176 +-3.41827072354875,-2.15318775058657,-0.839110454387522,-0.886476013953363,-0.293975598364966,0.298816536893291,0.688219178280623,-0.49310277465851,-1.21202057499293,0.691913810802457,0.333946644320301,0.501880057951327,0.145058285512896,-0.405887194870975,0.630310207328166,0.925237284227123,1.48686576553899,-0.97139525892055,0.470224712765227,-0.224954904742311,-0.661237012746971 +0.20525185442476,0.357993071026488,-0.017781469988445,-1.14422532447744,0.671840110758614,-0.0425614568460357,0.525817654163528,0.728429943256496,2.37687425281014,0.301918960057752,-0.764119456937366,-0.558044334432896,-0.760573093409328,-1.09856717627636,0.206547144050805,-3.06394447760209,-0.858041343976039,-0.34052874221891,0.541673352137858,1.00256903587122,0.0263416488182915 +-2.93401404866958,0.467864811329475,0.282248650193824,-0.405827742675284,-1.19111798711027,-0.146379179588491,0.0306805485456021,0.107287827390589,0.00871598719858637,1.06549667964287,-0.546388978932569,0.421130696970106,-0.862272369965683,-0.652260843791051,0.16831660155906,-0.72443633581455,-0.439851582568639,-0.154669686323145,0.0949122650516823,-0.020014950557259,0.582450536039286 +-3.35352873953496,-0.906688834876339,0.600079655599593,-0.0262758690337573,0.87879191221349,-0.972994323627578,-0.518338922802458,-0.533711269547283,0.213336535452978,0.842433823004342,-2.2987035081455,0.403144029107445,-0.799162849349816,0.885249824657197,-0.245772135744893,-0.0127044640037996,-0.604006466410635,-1.60143111715882,-0.0387226710841262,0.981007678578074,0.870318453357873 +1.67273989112206,-0.529349915526749,0.0109895407176333,0.712350161501727,0.886334772239703,0.499996670668518,0.927548596051057,1.46661354382943,-0.966861778010589,1.96872403407475,-1.72134086220897,-0.277437540868144,0.134508303929275,-0.244137450270458,-1.00984343073786,-0.613607556550113,0.75637320861517,0.190549527537037,0.739088973586902,-1.36231759504918,0.476971523640401 +4.0567632245115,1.34357671685515,0.977421067902122,1.45177611337294,1.67115093693643,1.59649894731941,1.96895186274597,-0.891776778549329,-2.00343327904307,-0.898391052392669,0.0986343858804558,0.932171959605639,0.438168791679959,-0.355917555222723,1.94199180297748,-2.20939444212333,1.04374102858652,-1.47080576549236,-0.815491038986378,0.542728663770514,-0.9383375915002 +-5.98155238754356,0.46943405662348,-0.0924715639723266,-1.36320422879555,0.00361295069662624,-0.169817168257763,-1.56663072405968,0.364620428766291,0.653070777680377,-0.182135585810306,-1.73837215624005,-2.49467828454438,-0.37000330497981,-1.94085714530695,0.37750437763585,-0.43632505420485,0.785601131760533,-0.194198357502445,-0.256735131442362,-0.0893324307497892,0.440154995223232 +-2.23346726685488,-0.253105087750424,-0.719254228175995,-0.212324579726642,-0.803186812775893,-0.720843717469395,0.319072627525012,-1.06704588846499,0.875330804202693,0.877056264354715,2.01259136227656,-1.34022867838782,-0.147853827159513,-0.805474679308738,0.311003450433606,0.108812908469904,-1.61083873811375,-0.734977827620574,-0.576255151583597,0.13426965740712,0.33521623424142 +4.79880433503084,0.369103715328425,0.264276868181719,1.36713836883936,-0.343426760445022,0.750127082399915,0.173244510094027,-0.573187101342999,-0.989459521762507,1.0632894690647,0.294645637812014,0.306171880134177,-0.860853355240057,-0.548765374306584,-0.70846089942403,1.52392225552042,1.09432171312321,0.604966078607363,-0.463177771305445,0.853946761828122,0.754729764352032 +-11.8278907317775,-1.34670719045078,-0.665958002231038,0.182132942744367,0.0482034058121784,-0.520096089467286,-0.367730485010375,-0.137534606556698,-1.7571520857727,-0.83754777565385,0.393209584253643,0.212525138678238,-0.440308529905846,-1.77540014752085,0.230852809466418,-1.84730112489055,-1.74485768915337,-0.935123464999528,1.68355082258413,-0.719356364026686,0.0782816880608538 +-1.96133849905322,1.1719354256206,-0.194830762043416,-0.94296368519023,-1.9458955734145,-0.41742430447538,-0.108872697864295,-0.760321912157473,1.16250828309008,-0.104623319513518,0.12815078039933,1.85345099362147,-1.13170031222712,0.748777197591675,2.69060944419511,-0.286996075442532,-0.204110872291955,-1.4903728302823,-1.23006576204796,-0.315562701140498,-0.0308441125324576 +0.768784035203721,-1.9087363449263,-0.561159613624619,1.44293012679239,0.109074215728185,-0.294771854458502,0.894145521503557,0.900548181310935,-0.168863653734986,-0.790353474061929,0.0827863244453821,-0.565093727393641,0.812936434688986,-0.724755173002672,-0.657068984904699,0.55562854624215,-0.672055790330909,-0.855324897582603,1.63264084423673,0.117116544686073,1.69521354124495 +-3.69151187089899,-1.00439081062399,-0.341876645262743,-0.184624578857629,1.20053041117921,0.766173147616353,0.168287405417218,-0.367413515225636,1.17355490182316,0.467754163706843,-0.426652837061984,-1.11142268426043,0.853345171936268,-1.34293991783283,-0.00389589255051449,-2.32472663629533,0.925575848784621,-1.36709763001377,-0.538738350273779,0.303636196202728,-0.23656570643454 +10.1677903260969,0.676687513659109,2.07183092355638,0.804898780352416,-0.677734977539634,1.25508480348475,0.0108529829789531,1.49764774204499,-1.3470021757817,0.673035560253717,2.02636284531701,0.434664849551134,0.487402077449285,-0.06442507708787,-0.738871914964735,0.356011482431739,2.03124263263292,0.278476634010593,0.854641672804436,-0.1806909960843,-1.08520562037857 +-0.914440584646719,1.15232174421702,0.618397214461148,0.11317411179132,0.895899780942116,-0.7736295455235,0.408336005486873,0.138294779709639,-1.60865854706568,0.944876663536691,0.0227532635642421,1.24541065328741,0.265629180384726,-2.46632228028511,-0.288901632102595,-0.806701269942559,0.446584904196136,-0.641159320786787,0.974422611794011,-0.132109002759227,-0.653997032726323 +-1.47049122096886,-1.73275991756331,1.22171316727971,-0.206307476997425,0.49554375119883,-0.841283302905932,0.594623943013395,0.721119468302044,-0.342686208448226,-1.2548720915968,1.00323382898224,0.465582081799692,1.66476177517361,0.462887006507329,0.774662401391124,0.0120220312443283,-2.17988676655583,-0.824337967669769,-0.426246471430719,-0.376159611891758,-1.05529001967604 +1.35254260085987,0.601308856586064,1.43088580635369,1.11120407698306,-0.849420660320597,0.397176803830064,0.222261478559656,0.962881579496071,-0.275206395084662,-1.01279914266904,1.336301361838,0.108698862263769,1.15264595279417,0.446535435050505,-0.331588151193705,-1.29055351452517,-1.22254221087204,-0.580005175832575,-1.91049883578031,0.0430684554338068,0.110370181110535 +5.2145757578115,0.341650314074502,0.237692114922869,-2.4689191424052,0.125836668787863,0.316307593733486,1.24054511211734,1.77783968285789,0.980719986930462,0.0698215978909483,0.818913829371342,-0.427649512445559,0.364606539395008,0.467426492706398,-1.59467340147809,0.727293500258398,0.459753423940368,-0.25525435538598,-0.276134637097205,0.26272647451719,0.732552908394715 +-3.80361473422788,-0.0352810090657197,-0.59009800310041,-0.98446054183631,1.35775226777275,0.0679061577597875,0.408590014286712,0.920401884337685,0.939485323271588,1.73866614179826,0.53832403414018,-0.88520327419452,-0.752660975283272,-0.748510283893121,-0.701630744797281,-0.862743924203311,-0.802783732055495,-0.820535684060286,-1.20262390548475,-0.625674232628741,0.0850582863009222 +4.06209221780279,-0.626165019795731,-0.812235260370658,-1.60588011101992,-1.56178260773556,0.830883971224761,1.81321503767559,-0.591946700094315,-0.928575862400007,-0.542041213882849,1.50690690447459,1.3630180786811,0.335412513791222,-0.439460748099643,-0.0314140420605061,0.213525780165753,0.0160001723538538,1.30106763739275,1.28629407737951,1.60498509983874,-0.720707290544702 +-1.04692685608574,-0.855971209746084,-0.759428737884043,-0.658335921058034,1.02160577250709,-0.647444890497874,-0.23257063288757,1.44177638707729,0.2838798052439,-0.48568046103848,-0.745487322012939,0.613948659135323,0.0497530398086849,0.0668971628950673,1.08049120768875,0.730191347836886,-1.28205232963464,-0.79991462208083,0.0385718247547999,0.847828086013699,-1.26027511624462 +-1.43168735363272,0.151777841973793,-1.99926958618181,0.805165526825728,0.124920908797642,-0.0707846964089607,0.585682748900178,1.25094684231385,-0.903078103707141,-0.403184756445113,0.252952769142018,0.0111243155757312,-0.41868134994165,-0.813156730659925,-0.76512177196793,0.132711708972302,2.0487534383435,-0.333944205356392,-0.254440138768501,-0.102588645744525,0.860804196765592 +0.293552121611489,1.20637269384613,-0.411824457262129,0.90158739144707,2.29855117060865,-0.892478670706983,-0.0472688020693033,-0.731168810431498,-0.285134834954447,0.109127748244779,0.560417420534592,0.0910625900997601,-0.197465562329926,0.491851806423756,-0.069402894073611,0.151913289131943,-0.0648985661326116,-0.771851898690487,-1.16276666773944,0.00899830144209031,-0.757905024051328 +-2.97436505463065,-1.48857788320267,-0.275838338596042,-1.24498022244686,-0.429336463451588,-0.74534002871256,-1.85048700870428,-0.231738730860678,0.0107048619199316,-0.0998120594070609,-1.14877980518287,1.80981604714781,-0.390747396170664,1.65124613019373,-1.18784355773009,0.234262617968534,0.153369399317462,0.447654923277154,-0.382662725835048,1.84155026316199,-0.417444231754225 +-3.37919686984091,-1.05037412306876,-1.97621675336048,1.85053936723034,0.667386503720745,0.0363596762589457,-0.78875755736978,-0.0526574048258199,-0.164749096767086,1.21756592556777,1.3960708711348,-0.647638665596167,-0.359092591779708,-1.51504300855464,-0.578847637472263,0.0190718665436217,0.109454693842116,1.55667687124779,-0.472674457306464,-0.60397568974838,-1.72402913950755 +-5.82011824347214,1.63787411690859,-0.319071810425845,0.350969406485925,-0.948187295865835,-0.314481512344857,-1.07753421024716,0.498053546752536,-1.12941842291911,-1.23202940584232,-0.535055167023267,-0.525125190750907,0.45009444021374,-1.80359375273571,0.0701070296233725,1.06522415192587,-1.97114472130935,-0.318654872005884,0.041059371855566,0.904786220095783,0.678232401880881 +8.98243227140447,-1.20733418120328,0.376015288490909,0.0852257920072886,0.825165334864331,0.711307262112246,0.484431378832224,-0.620220661498649,0.868248877189546,-0.109930110129741,0.222122899832573,0.149837975972122,2.18366068602831,1.25787151409503,-0.0669559419758058,-0.856102420416724,2.27406835283342,0.263781053202411,-0.233800518345879,0.205224397064898,0.648819390035725 +-4.64702163515,-2.62615508460277,0.544951674679122,-1.03281831105664,-0.938744118060419,-1.83726392827581,-0.517460567066781,0.519992187732762,-0.309547615669008,0.690321637059586,-0.246217344799263,0.790754436985587,1.37681694116086,0.658285155745014,-0.497695256241966,-0.531391503801301,-0.840954065253749,-0.534038073497845,-1.27837785147424,-1.32740274796115,0.497926718575364 +3.98852161839743,0.0174632661510191,0.433901568569307,-0.267028704491214,-0.86993335071148,-0.620372250419229,0.885815115829684,-0.47064395193691,1.42306295231289,0.682602489115423,1.98352658509939,0.612217214420112,1.31328925697577,-0.527422082997094,0.317665743816774,0.0294036400749628,-1.33267349874339,1.18133775913879,-0.623963740724915,0.904998225120726,0.924395271805436 +-0.967551146973943,0.344194027368263,-0.290360793527544,1.34801366127447,-0.966128724555251,1.67084137862473,-0.640015562300929,0.690676262341369,0.694917878410648,-0.428969399428061,1.5356173091977,-2.3895782392895,2.06560786662209,-0.462344057924292,-1.6202877851785,0.0962917312661311,1.0921532892245,0.652213161716883,-0.896790425614104,-2.11973983297307,-0.0844725753975378 +-2.66431934325953,0.0127198373321256,0.94658628580278,-0.93513266785171,-1.58416114919024,0.464600738100705,0.372934670108837,0.268147461299984,-1.45944423734551,-0.887680361901454,-0.975544986836508,-0.135711413452705,1.19260377277166,1.55612849633029,1.88581294700221,0.51570839037339,0.559248897283403,-1.7361995679662,-0.574079227376922,-0.830270123224874,-1.23639069501221 +6.64154201147515,-0.873450133188962,-0.96797127035765,0.394172231895803,-0.638538018412588,1.64192353808602,-1.05393388539398,0.145599417488818,-0.254434555223971,1.19873408105789,0.424806068255018,1.13384559859271,0.458333168864105,-0.546431395019703,-0.00361185488483847,-0.0119640851465277,1.28921140669342,-0.547079056390615,1.69003898580793,1.48103258689518,0.358909355857286 +-1.60485093774639,0.342800284341219,-1.28623079248775,0.642039524840497,-0.278664131367864,0.870022851247995,-0.600013426329307,-0.388628249023211,1.32833009906178,0.513593881325611,0.92260080877262,-0.0545472817693556,-0.0177546603212441,-0.658067802074193,-1.01989793205475,-0.266197426178752,0.544413150162334,-1.08290622920804,-1.56640657514978,0.365601631446468,0.0612004592710807 +4.54690678127025,-0.177387754282478,1.31065102909805,1.14098911370729,1.11811876288284,-2.71046483974051,-0.326390807636458,1.71852030473846,0.734621974530797,1.34593301197141,0.693315787395692,0.38901371076462,0.135168697420029,-0.55747406311689,1.17955811848113,1.6898217142649,1.29029760662428,-2.75982633986908,-0.142012306037963,-0.427304456558476,-1.87324040666615 +-0.413904786529359,0.921433254590606,-0.990036528671519,0.321242711927183,0.375660452489637,1.27871971113892,-0.111200296944239,-0.260983592488629,0.0816937655962774,0.7661180781671,-1.58035812215329,-1.39289222806071,0.997435825842801,0.833451604125085,-1.91948269370234,-0.81881268046715,0.319171454148733,-0.455176060313939,-0.274438237802331,1.94152573234634,-0.739374803307347 +2.45157393935039,0.300944402209543,-0.108823408844522,-0.696369685787901,0.135352477349787,-0.211185924273039,0.499918750334188,-0.15506830880104,0.147700342748571,0.218231495050711,1.98907387293948,-0.293659595006856,-0.878431563531874,-0.634780050138267,1.36648532065022,1.11226445639762,-0.28151683218798,2.33943996310163,-0.058333214935093,-1.60066901380535,0.0791292015663725 +8.91108683541873,0.693386752709799,-0.590294438526635,-1.02533788377017,0.775345388019577,0.143582207293486,0.55949483735574,1.2510744071027,1.43530422560895,1.82480250561052,1.30159290818051,0.608752442951835,-0.643389605037972,0.41442399445181,-0.0884490504328086,-0.151684384503927,1.01105516036459,0.68196473641817,0.728440002898604,-0.224347921668504,-1.15666765324848 +-11.3288968934632,0.325471906278775,0.542032114895962,-0.66642574170389,-0.581507348610175,1.94977752142598,0.569236149129621,1.87492906397536,-0.313122909595717,-2.68673678355744,-0.719801002180084,-0.712526587830629,-0.708339381938498,0.115302463869039,-0.524403495303828,-2.30727891371736,-2.69953928175834,-1.21582076756409,-1.3465989846033,1.21207261562631,-2.01522333839649 +4.20417334175263,0.408051022728875,0.385301487771721,-1.05893488234241,0.69345296048665,0.814681950822885,-0.67308846050324,0.163320002991034,0.238384228534672,2.08077085672569,0.239804321486795,0.700996303117557,0.690486536885275,1.5692108329945,0.167769447735589,-1.50561050330697,-1.38631578768062,1.44851753767383,2.24369007488034,-1.01352676217525,-0.172383272085428 +2.15583131076764,0.759842255891014,1.1282040048372,0.801271580789506,0.121565167036792,0.33679085271895,0.119788360434192,-0.501236980358789,-1.02434891289093,-0.670133281852704,-0.743748253466591,0.577688532191568,-0.86998413036547,-0.181619640266095,2.18301972297586,-0.274641442851351,-0.693414412063586,-0.736096876099131,-0.541147235529787,1.13779613089111,-0.413320311226344 +-1.91902591429557,-2.28715352045041,2.31387129333069,0.376317910893989,0.0963151920574228,-1.33082544870995,-0.873233693718962,0.277254610516014,0.893543853431428,-0.172634329422366,-0.00689458090773853,2.02331981858533,-1.52117365405392,0.270713186651576,0.259324414202882,0.666926099268887,-1.21194156659307,-0.180442715760628,0.478151651438709,-1.23315829863179,-1.53705004267732 +-1.73557990698623,0.517838261588457,0.652302745654179,1.03740047687016,-1.6749739851325,0.764702952260989,0.347922008622907,-0.329307667003186,0.828346642403258,-0.852112811607918,0.158178822741283,-1.23196042914663,-0.188870840955452,0.367023768621391,-0.953380091010222,0.70889742550488,0.163864864096526,-0.417215279989035,0.341267142835048,-2.23378534743189,1.02708965457735 +2.90336134164504,-1.34723625828609,0.0244796303119008,-0.532327737834271,-0.834760228642608,-1.48949595820372,-0.341157989798185,0.859003935580764,0.637976430800236,0.783901863600789,-0.699379264306107,0.114672039168174,1.03500554816574,0.659874263686416,0.291439107392585,-0.0979639805319719,1.79251519422126,0.70277446694394,0.615208722386581,-0.247458685897811,0.3925327325169 +1.94964168468726,0.363159858868327,-1.1948801806249,-0.195545654484932,-0.00793377214167878,-0.144531258852956,-0.929211544858983,0.115332364159328,0.184911941967053,0.0084761997309587,-0.159735835313753,0.216842782911047,0.496230106299858,0.94195952168836,0.864577674647538,0.904077578425079,1.72690121679626,1.15181408768587,-1.49487098845487,-0.920224234780308,0.687117749608783 +2.71063035174872,1.31475256465827,0.181663411077383,0.586424669472193,-1.05759960079619,-0.0831549814550166,0.469108231261723,0.208095731765201,0.423247457693115,1.31139115280617,-0.729293836800721,1.16260846608336,0.703769051806782,-1.24446967022827,-0.611209565830598,-0.725555595801644,-0.180050998227019,-1.42357362968718,0.349108055666163,2.32728367611869,0.389458692465033 +6.543113712172,-0.448305910907794,0.558099802649406,0.168974118394886,1.45642417040957,1.09151674140374,-0.392330085334375,1.48407234216692,0.173477304914464,0.9453273675622,-0.501306544138393,0.197227192334987,0.48969387872215,-0.0331944204240909,0.2940429118581,0.471245257448865,-0.706483915793165,0.236246383493414,-1.35315411962887,0.024255153969874,0.948976978046891 +4.37342058067392,-0.80816446825925,-0.654412241362467,-0.23721443878183,0.771916438707991,0.630195864934942,-0.729982096186178,2.00195671720252,0.487365481885259,1.20203640270957,1.89320619402481,-0.547664522001892,0.434417559605234,2.03909001024434,0.105403629367105,-0.197328364333536,0.232197724856637,-0.390701519367796,-0.256624621908321,-0.751731816199916,-0.232626604484435 +2.78349492944891,-0.0862684990395799,-0.848675573126214,-0.506501598096651,1.09691797592011,1.1508205551112,-1.40133524888743,0.674772237335263,0.639892839765827,0.291936855261994,1.26718725670784,-0.65101850272292,-0.439690451237466,-0.270431013703502,-0.387632432477581,0.371742499312406,0.123758067758364,-0.663475990360246,1.51309129319395,0.348932097620148,0.605008525076514 +-7.09566432165592,1.58542427252084,0.162132611273421,0.41636643054072,-1.95273552170312,-0.603241358796425,0.8216395496992,-0.271670840962611,0.274028881253719,-1.44721660996531,-0.934794632565266,-0.0331132155064422,-1.46877852605226,0.835762378906416,0.32514038059993,-0.186063772948839,-2.03472513468054,-0.527022707269975,-0.043485952561283,-0.457822410677659,-0.306540093887582 +1.61597612334215,0.101057448186687,-0.560082018015502,1.64696358738886,-0.953399774424044,2.46953262614461,-0.488475800692834,0.792833104928963,0.579592616206982,-0.304196643874734,-2.08169146016335,-0.014789976562245,-0.00395682706619502,0.298706157826208,-2.07643009700744,0.555132312811551,0.20746767044767,1.5641789080257,-2.14279506030577,-1.08163113403294,2.81527409223005 +9.55315086417225,0.148762211652968,0.488163779632274,0.261879927949706,2.09033038884429,1.6926236575534,-0.397457064428314,0.729594296859031,-1.04110325915408,-0.080018665773459,-0.357172076328613,-0.106677548139039,0.492948834322191,0.944857433374842,0.558947150885391,1.36180908640321,1.46949305591519,-0.503682800455517,1.47786203472492,0.108718958850554,0.00387804377605497 +-3.32310081239048,-0.546434668144039,-0.923572324479379,-2.77372140507564,-0.654263007243646,1.50464673286029,2.5001963904196,-0.0924725288795924,-0.597032312304017,0.22824718938528,0.188620127397267,0.879209904095179,0.76314248902393,-1.56651692688571,-0.770871987234359,-1.37689793363479,1.29144814364657,-0.789671960398571,-0.406954136189467,0.236733885671213,-0.806715305187125 +4.76095834975024,-0.527675587264115,1.1250689091313,-1.08227097931827,0.750468962102109,0.0148451331127886,0.638226509297892,3.26604767506814,0.800761265654148,-1.04528409911666,-0.409185511014698,1.55393208572925,-0.729240434950211,0.665683326698824,0.281162353713415,1.52126364806169,-0.962656581108404,1.72228057839295,-1.52302020354682,-0.773942543763226,-0.229965281394028 +0.637975991245233,-0.139871559492049,-0.21163689301712,-0.109227522561846,-1.56052286387788,-0.210841547542293,-1.08362965668496,0.0464064824887751,-0.372364883237349,-1.20272989583556,1.97194373889187,-0.711919308277879,1.9895357161358,-1.06797627545084,0.359673282847675,0.137076672283497,0.252161324957423,0.879789755283465,-0.626261904964667,1.71108799318071,1.25314576764636 +-1.3721674236093,-1.58941141444985,-0.389056131844617,0.822972517649758,0.235042795683402,0.0413428690579458,-0.282647471039729,0.199786968684758,-1.12852145989572,-0.18584624050357,0.53645533306574,0.940141609558283,0.805375627982163,-0.366056819512478,-0.379809326779441,-2.56482923263851,-0.877308949191052,0.280009996606949,1.11671108119253,0.596059139878418,-1.0013564306299 +4.31755252223488,1.23410416568767,-1.82802197960721,1.04938911895919,-0.87299216054455,0.151733256151167,-0.198908510050261,0.769576173612877,0.212494278097182,-0.745404559684604,1.44697081954299,0.205628787156817,-0.0728159680348189,1.98663404180277,-0.410030970687989,1.02029573297291,0.125499188541338,-0.212143873523326,-1.08660070748064,0.232513959760031,0.713746167737914 +0.0644279177921631,-0.335454848332105,0.21368244333348,0.144884519684477,0.365334842212542,0.554058681824873,-1.39411484750184,0.252088555370007,0.649879967848585,-1.58977225040143,-0.28549163770741,-0.154073599586158,-0.984586278617019,-0.721201922320844,-0.464383365745708,0.458174540029508,1.35719604900796,0.824025218786251,0.481516633414026,0.481587152690466,-0.013327874412202 +4.30583447015905,-2.00100250680987,1.96010160498191,0.925765865680865,-0.995501929961243,0.165539105371282,-0.0860902455077234,0.173611878484904,1.8463790471111,0.0554614776511477,0.024449499060947,0.0614884814812938,-0.810015493681819,0.791024615681471,-0.177464608399334,0.905942321724376,-0.80397200993182,-0.465461488811123,0.852292728147663,0.949064417237307,0.525119546784439 +1.44253655628751,-0.0174584027383683,-0.0105021615814683,0.403437373639522,0.0950675743673617,1.23682164743162,-0.170229628088382,0.649338225005505,-1.10736771103334,0.668517706350226,-0.727946789791496,1.04898454596124,0.262577169274975,0.974755674211413,1.48537262759028,0.35611188457019,-0.956050252419566,-1.38466644117425,-0.0898370846885118,-0.415706956303537,-0.339431387900512 +-3.65821301143619,-0.240966895843615,-0.139952641090546,-0.369972532258509,0.996724374882021,0.131913225738605,-1.79709395978687,-0.578430561633632,-0.962571442846828,0.353979200162383,1.34077491255982,0.279696813115761,-0.435179495504262,-0.388815281124985,-0.671807825114656,-0.298183897866066,-0.570226214230921,-0.950541605817045,0.689330167483479,-1.10006321056631,0.683719409338491 +-5.85194152959797,-1.79198939892252,-1.67020884889157,-0.810133487223707,-1.61758306393986,0.918923627735331,0.889903644588637,-3.00903658766644,0.0237044296856897,0.771753693969799,-0.75393715044053,0.0963011968673882,-0.043433580979257,0.110878893671651,-0.284428581157197,0.941455577084646,1.25167292861162,-1.08510261342691,-2.14861478515658,1.7808827950716,1.15602117628141 +6.14450091173284,2.04969151122701,0.165921356082907,-1.51533312308543,1.94111952692065,-0.55903718702144,0.83950621429167,-1.39890693496816,0.30888272707908,0.566218859189265,0.449009856107137,0.242612904964303,-0.861603479451396,0.452492160825179,1.54312153064992,-0.413885378009414,0.991879457645538,0.0218406282621607,0.325477842238858,-0.278128326755421,0.868172712408834 +3.01455327284354,-1.11721761151088,1.09663768589528,0.990219105906137,-0.49426245988174,0.426613528026563,0.617314286946882,1.00643820967426,-0.482313491572274,-1.42042292863555,-1.36465486901647,0.315160167513194,-0.466457460999266,1.6402966817164,-1.45718376240752,1.51389691828676,1.87142232185556,0.0431845525395815,-1.27899636310115,0.685876786831007,1.67352923332276 +-4.25357686957354,-1.35354954481764,1.07798379246552,1.08703361025221,-1.68880298483361,-0.414485499539009,-0.730248682096494,-0.978180710156271,-1.18779582324242,-1.19550783408923,1.29190010215066,-2.34131736082765,0.212573005657642,1.07464748759343,0.597138217516229,-0.380950282425678,-0.597198555282633,1.26529931233184,0.373954963638504,0.531871276889226,-0.225131725988997 +0.521134917721121,0.451302311030919,0.178009802053759,-1.2901899711625,1.05151782126364,-0.749629330074209,2.19236095702987,0.80921846296022,0.797227486770349,-1.59606712389759,-0.921529675976319,2.01333957729085,0.328550066437078,-0.90234053672816,-0.464522032727822,-1.35939773238713,-0.780225085105265,-0.888271879213193,0.489623450221405,-0.368802225433934,0.342283886970406 +2.19211429531532,1.0332274248505,0.506749127619326,0.339931232384591,-0.0471613811412178,1.86484002619454,-0.657039571421965,0.1450585592973,-0.373164474580428,0.191060694171921,0.675561349482861,0.291126039294757,0.520588842501657,0.279140572951797,-1.23363747994942,0.535148881865094,0.146258044261475,-0.708460986395116,-0.247706098522029,-1.08983199162146,1.16240775277184 +3.47367701978686,-0.195885695113888,-1.04699382183417,-1.05541278432686,0.36604834407841,1.19223545587018,0.649887513117761,-0.590666926982739,-0.609864092386374,-0.596869053461353,-0.294578921675194,1.73565790975387,0.912401758395499,0.366559623243101,-0.372566042716429,-1.03938628512848,1.28284558157101,1.70276843735063,1.00799919262105,1.08493429606234,-0.65389758757176 +-0.793188592687237,0.227310386780745,1.62450423246735,-2.28959202937732,0.0357122196835321,1.11777600579874,-1.56424735736639,-0.671285172573021,-1.62566472979162,-0.849044675041067,1.51769851407635,0.6924272921623,0.573674909919528,1.35809105924951,-0.852943457009214,-0.227723667241781,1.13873375376184,-0.69454013273078,0.661935861560067,0.119103789731988,-1.15538272828414 +-0.460203654350771,-1.10219974998749,0.072521138865683,0.78493777885566,-1.2624399334868,0.00971513097234705,0.976059584488549,0.366288953452864,-1.90700757039478,-1.22407239457229,-1.1680401635487,1.4503520907873,0.495934184239,-0.696747062604826,0.986282132138021,1.27918411750193,-0.0149389666689103,0.0818162630451239,-0.84255353339106,0.129222105395069,0.906674619256609 +0.260995238075217,0.95527736854135,2.03209824355817,0.682207028498361,0.88807155042203,0.38986846811019,-1.60707822044203,-0.128103116215296,2.00907429321408,1.92691656961455,-1.52232070353374,-1.70455343548379,-0.0180923034341101,-1.18777943933441,-0.781632264174092,0.0366956467214982,0.903805229619566,-1.06205966838996,-1.61622630591809,0.377786157273514,-0.0154765142386594 +1.09933919115387,0.31283044591251,2.07948889020745,-1.28228647740836,1.05555657823399,-0.182730880041323,1.37786968838033,-1.6213488759331,-1.30411999633863,-2.69949754342704,-0.277120232388516,0.750321080930281,1.53622813703909,0.455642622688812,0.861537835881875,0.780141398381522,1.36895387447507,0.122594041083033,-2.26092122745079,0.508172659689336,-2.79840239689727 +-2.83180834505823,0.10100571319913,-0.445537747355256,-2.19066748369036,-0.610942168027892,-0.401777876629236,0.297966310821163,0.498795162476717,-2.58946274150162,1.66720823424195,0.594473761333838,0.936216846778353,-0.267242065436272,-0.380234693207463,-0.687185602499727,0.760292182141063,-0.847502073966251,0.811139002698004,0.135386121946729,0.92077746753478,-2.02899875728179 +-1.41614443545866,0.748115414290238,0.637413900603227,-0.646641367085668,0.898392265396397,0.721540403801098,-1.16523015854441,-0.712125411797604,0.0949765517121836,-0.579940907837632,0.193433259547888,0.279850945546922,0.133958626939597,-0.954163433316222,-1.179510127767,0.179441961095155,1.24169344294476,0.0527933387585422,-0.0314032164849459,0.2918545200941,0.741236521967319 +-2.2622494547564,0.998960894793609,0.0567554244041623,-1.30468516963335,-0.957923429965332,0.689687186847975,-0.564234501488816,-0.294866360273609,-0.606822878700449,0.762203047561289,-0.161429507628238,-1.23100287305379,-1.03616781644604,-0.992946361225959,0.98562477765975,-2.12187821965228,2.36881416120538,1.65807230937499,-0.159996918969428,-1.30687998488399,-0.145817794547361 +1.04283224638756,-0.732515309013158,0.451038243237297,-0.414561546814262,-0.519297796595203,-0.755154706405411,-1.27272276984614,0.542236940612653,2.4345607798547,1.05590084094413,-1.60217707273088,1.37017507800927,-0.392177347583981,1.85918208994811,-0.396228334502919,-0.468954094500465,0.00864173067452073,0.47424885978254,-0.0363118121775409,0.0655429866228958,-0.577131552129965 +-8.17982136683728,0.480895240110787,0.933477763033649,-1.9126873977889,-1.80809102169053,-0.864651114634111,0.194014420317081,0.134842694057271,-0.170077257875935,-0.0580576321958405,-2.02090748248916,0.329558450797538,-2.16327797544099,-0.864431817551966,-1.23026080175349,0.583338600162538,-0.529538465915052,-0.785670734967061,0.138010406643117,0.839354111512467,1.06228787889196 +0.87691893391839,-0.989450308257357,-1.21919052706869,2.60630378734536,0.596857255006145,-1.22424647871573,1.79371471434169,-1.39333053778767,-1.09926307830233,-1.56449237104768,0.000974777641987548,-0.188122109974759,0.598578378671751,-0.501692335051901,1.35356159921664,0.0934550036974317,-0.709285609367948,-0.438311253519602,0.731239709334717,0.436947218962172,1.45638265649215 +-0.833424812777903,2.22955904834575,0.891297144604733,-0.0811704132685804,-0.518195040499584,0.0617556372661785,0.732305044019632,-2.25962555989702,-0.35704122084573,-2.03764754686251,0.0927116612696685,-0.319474179447984,-0.410881476193207,-0.409430675969143,0.221642394386889,-0.0480209046069026,0.366998561331528,-0.978178407869123,0.901333309934128,1.13872101755534,-1.00555291992649 +5.19690459892334,0.456736599588872,0.974405176644513,-0.878825134384803,0.00756342910303998,0.871455505504208,0.0649018870016133,0.362543705706415,0.45514912899766,0.936483387660193,0.290738703523357,-1.06192442138131,-2.74929518495559,1.76876912964759,0.142945978098658,0.905909320340558,-0.890597529116976,0.316406884088813,0.505663064399865,0.783623285189501,0.872940708185243 +-1.2608552873341,-0.0358154435846572,-0.291029570521724,-0.412002483864276,0.579250443007226,0.0215740200022978,0.106778477917401,0.0982715666727698,0.865843353592724,-1.97746022529866,-0.306172177775803,0.00699351545549365,-0.31833443418905,0.0258447933452266,-0.371298421886114,2.26974856861793,-0.124705757185082,-0.76000346221949,-0.0221472372640981,-0.360078863744912,-0.658194951421545 +-2.85439817598869,-0.49044270641976,1.41338419938233,0.455428780166804,0.434435150724958,1.58854379434451,-0.982409547113571,-0.752720910096285,-0.0475009557539681,2.85261642526889,0.977601834309707,-1.61515077060607,-0.513972381195437,-1.95534164687873,0.759729352343694,-0.590326240540413,0.886084784662413,-1.04832985232821,0.0199185143179036,-1.21480187250916,-0.504929734238799 +-0.86418743795988,-0.220566611180815,-0.251826850879657,0.800113896568989,0.0759102455265517,1.17899681092043,-0.570212388745991,-1.80126015849247,-1.6117612622094,-0.703416727523194,0.914921788783298,0.614761181302651,-0.460377862813545,-0.803151313451946,0.289357056098625,1.91726600731183,-2.3558895733863,1.58260205177195,-0.273064260724935,0.788416477218319,-1.11559409583512 +-0.292918147243814,-1.10120936078499,1.66898183946062,0.664731441886958,0.25820687108209,-0.937927277687908,0.476468634940113,-1.05114447973476,-1.33661511601067,-0.298321233790281,0.594728657427392,1.69533136620576,-1.11221277858973,0.991320573105436,0.220336278294904,0.166171042053516,-0.363898976239845,-1.61147681674579,0.701154627455486,-0.196141748907365,-0.972487813735302 +11.7255002382357,0.063470471357051,0.306936851102891,1.0751291532926,1.29186906291766,0.714450359231932,0.186875547816887,2.39848776824838,0.508067915173523,0.875758795421482,-0.261100694425848,0.611934527843633,-1.27782819438744,1.43645698432409,1.43860328153333,1.08592942277984,0.708422393228727,0.213550389948001,-0.0644091057605123,0.733415931027473,-1.05225329572616 +2.55520494441671,0.583525933087138,-1.82909858000901,0.284231618096306,0.666576530616029,1.93508457304342,-0.327588509746997,-1.90946587500035,0.629055012685124,2.41881534416615,0.139162611467874,-0.823250874369105,1.14751802668701,-0.0395971122868526,-0.984192132001551,1.86595896156275,-0.792449354303336,1.21333729690826,-0.847736685067825,-0.18042365675481,-0.513917998660707 +1.9074796695245,-0.513358846194759,1.12526556857757,1.50025424290386,1.09352424601178,0.463060290137716,0.180039233062239,-0.752350335490555,0.325988741799455,-2.0551444008886,0.657879270512544,-0.534697470496737,0.198341412160683,0.0582352126147039,1.67537765501714,0.283914800725764,-0.263827484384976,-0.532395666285888,-0.818714757011329,-1.6821274336849,1.31220726274255 +4.2838662236563,-0.812552121927585,0.459485672134866,0.24070024262101,0.451971121345107,0.56418226526196,0.706411671313155,0.548076203099261,0.250808988144482,0.566808075533372,-0.872613872038086,-0.464099623312003,0.591399145135216,-0.984008022813896,-0.59845159767861,-0.236521026145,-1.19100386089912,0.410832961462898,-0.294987332402463,1.93230749697415,1.14936764964062 +-7.15645569642223,-1.62931990551456,-0.834139400313203,0.946164208323256,-1.37688621263563,0.532399248945335,0.408995651259174,-1.64240248656003,0.0482588005564613,-1.31840109888476,-1.24069832511549,-0.988419487847927,-0.408455040640359,-0.728786589045072,0.347927434820927,-1.83891037097953,0.960770098171433,2.38982445180676,-1.66127106981546,0.630742159735545,-0.549203582698338 +8.71057312987992,0.568905706511775,0.420619177373843,-0.606878872417965,-0.31014327961816,0.341553721359644,0.406199954459311,0.899262975932332,2.02359535600367,0.520893748876123,2.35454229541406,-0.451297528107719,0.47734529319233,0.915331823004923,0.432378339935846,1.41289317152618,0.90442806625348,-0.355132867253813,-0.809444238406771,-1.44192266526646,0.334579334105648 +-2.73792268252858,0.333783306704956,-0.643648855477507,0.405061789872944,1.11273897369269,-0.466508032342398,1.6329880557997,0.835201844604751,-0.43844698053407,-0.126824114821636,-0.54024555023758,0.293147311018062,-2.22496569058513,-0.0497476379853148,-0.094095517604258,-0.0203330333157231,-0.192060772818081,-0.381521893204406,1.07940579897398,-0.41176315735612,-0.502444436852369 +2.35412139500526,-0.211322559368946,-0.000885107591722195,1.79604684249444,-0.293381172429083,-2.19651073053901,-1.22192566160212,-0.20458056738615,1.18472978839859,1.1769661135582,0.377047990019608,0.605357272257098,0.0741241351646427,1.05526903355244,-0.210792629067294,0.519140958635171,1.68653767631324,-1.03989698590421,-0.192128305843886,-0.586050829669793,-1.85231783422245 +-3.79611300816165,-0.551097930399239,-0.797374262330531,1.32210611422511,1.01263239206805,0.511856060601367,0.0258862728780814,-0.409649786301147,-0.6768991199965,1.16435164137414,-0.634759538030843,-0.0227074381145609,-0.354352345013704,-0.859701093219593,-1.20399347515845,0.457376594273667,1.08252363981011,-0.944686859266139,-1.18519618108205,-0.0800252176342572,-1.07807576528669 +7.05184618427609,0.258361128941135,0.509549452696661,0.0865668493844328,-0.140494111518664,1.22069119281043,-0.51527735569037,-0.893235227707064,-0.0323684823634227,-1.13117202511153,-0.0992982284230134,0.874493712831704,1.2917053749154,1.07661572184466,-0.171120323269067,0.239131696351134,-0.719813622217396,0.254760767970791,0.409190296925457,1.34562337749675,1.68903177102086 +-4.77064619426407,-1.375210446411,-0.147377207195423,-2.13182668991433,-1.39998368273383,-0.489389463458734,0.212726697426415,1.25583942602469,0.426316178208589,-0.428744402966197,-0.560183210694389,0.131522568902363,-0.902304431886869,0.557541908263434,-0.18499424523289,-1.07734467901958,0.0374066363313573,0.762626899116638,1.04797812090846,-0.247613252019955,-0.636062913439376 +-2.35264413002307,-1.4727541491027,-0.0353742587146855,-0.648926292370525,0.55723472152583,-0.520138758707795,1.47921937663732,1.1184894969896,-0.30272954236327,-1.06748220530848,-2.19029969558994,0.392579885949401,0.50683624817462,-0.500827417277697,-1.46392654568028,-0.618161081020686,0.499225831833552,-0.79675307072408,2.01721105363676,-0.819203994595696,1.68764783926976 +-2.40492058974654,-1.44520967284587,-0.15325822057931,0.0690192188932302,-0.162828264236005,2.19109698840957,-1.12232145183861,-0.276934796516788,-0.422981180729313,-0.184169327674276,-0.513392824300115,1.27010551102637,-1.74794417404962,1.17339815422179,-0.718728653972344,-1.12433499648679,0.510082497554473,-0.230398914616944,0.487683281619828,-0.151224947477141,0.192557770991414 +3.70910870973236,-0.361288424621171,1.32009111669779,0.516136750312991,0.801708596797955,0.356524813122056,0.126682138844081,-0.741349974430655,-0.0331155254869128,-0.611023602702663,-0.899988756938823,-0.126103254203862,0.00968081296847208,0.121329805437048,-0.190027379235635,-0.120701199472657,0.851641067500136,0.21910956096434,1.46093600570128,0.42564684751512,-0.341869217826861 +8.1717134158217,0.79070996473063,0.0094097697056271,0.485255416122716,0.306395548444374,-0.442631842716029,-0.15612294335822,-0.506874048625984,0.586305073487249,0.907749151378398,0.953548521275744,1.16004364725119,-1.70607707591259,2.12469637130675,0.698321885883926,-0.207008941755261,-0.222692006286885,0.0388401850598281,0.20679035254295,1.08423058691186,0.739046114309645 +-0.23247973839353,0.714657846323989,0.273564390799482,-0.63055841476676,0.511627284804564,-0.13820447463168,0.417711627901411,-1.58902689100569,-0.433715968099087,-0.838115348561532,-0.0790641136076959,-1.18055618427803,0.963356613244925,-0.786992428256846,0.446629191072619,0.502323086769768,0.470127959966684,-0.638192761949542,0.973133467646227,-0.113252140101189,-0.313352659348209 +-1.13459790531216,-0.565153517298012,0.74892133871251,0.88364654395824,-0.345532862314759,-1.02281813764849,-0.288095723075047,0.471699383455865,0.232322494967681,2.48800859527528,-0.277672935163102,-0.0728819877989253,-0.71716229813236,0.64560971582214,0.436563004976205,-1.95011017412628,-1.52105140585476,-0.563634213096482,1.34656928925337,0.421181342086667,-0.740531219551367 +7.01235932649649,1.41801430342912,1.03022816093058,0.796430734890436,0.940293947083006,0.169313995466604,0.176223561180318,1.32346558476382,0.158313027064921,0.433519948784248,1.24690949120496,0.596324869986761,0.355901431479397,-2.01584565516041,0.894596123565323,-1.09253408742501,-0.160243162204978,1.22645106391658,0.304736874536742,-0.662006807336935,0.547573258892515 +-1.1826378002377,-1.14575678099,-0.484378831952311,0.0407135951015315,-0.334657017723389,-2.19324017269364,2.24315169965022,1.30799844840645,-0.647909420114892,-0.372210244696426,-0.361933018298561,-0.80342796896994,0.917961152566214,-0.448076884502258,0.208081084434724,-0.721324201446256,-1.3335684658928,0.322386957598837,-0.744785462227611,1.27991251931205,0.742666755599895 +-2.10875548963656,-0.492817822952378,-0.74137104693082,-1.92643954143645,0.652892511513139,-0.598158762850719,-0.744234068512516,0.479103278799746,0.687684247586961,0.856393010820961,-0.996789568284258,-1.36768653057104,-0.440645486822097,-0.552378795063421,2.25049551508819,-0.943195091463486,-0.433697774482102,1.07201407091005,1.93427121918905,-0.895666235817444,0.307512935436607 +-0.772013591982258,-0.73305227365599,1.02026135246329,0.93833742040662,0.921450406880913,1.00954751198663,-0.646796346030945,-0.97772434276402,0.820579893814186,-0.886144042797751,-0.491573181930293,-1.01743072463425,-0.938802829186085,-0.251914621174705,-0.120737346703263,0.885052598333193,0.496960313515121,-0.349701825159508,0.995819167435999,-1.21324068296421,-0.363721446331621 +9.62106693842607,0.15923208035453,0.0894758504502397,1.67976325372091,-0.0552576071788696,1.23096543133823,0.115664388156264,-0.249357409279773,1.1409366215478,2.6615579936473,0.692675066273477,0.334095984789752,1.96343700953806,-0.828298233286525,-1.14239600975233,-1.27598559726492,0.954335637042197,-0.0482078384230335,-0.575619735976055,1.15961526858194,1.38481174187021 +2.95960241431844,-1.75119295921948,1.58897924350731,0.137293640757264,-0.390719249657538,-0.78720921701486,-0.818889309463914,0.3855968335863,0.809526622605925,-0.984955801057391,0.104813535644238,1.52256666779166,-0.926695954138307,0.300622192334943,0.20822208316457,0.160181155082926,2.16180949380548,1.05804052106589,0.390488910770566,-0.670667087587687,0.0655454367110136 +7.13672440197269,1.18483086705245,-0.704439363676196,-0.0868880772552953,1.74215057653325,0.39501690370798,-0.0445747277787151,1.49538424968452,-0.0840480655309103,1.19093238877625,0.960997149116249,-0.570085091698348,0.508443070868424,-0.130925752376996,0.21125836958977,0.05503479565255,-1.55203906027597,0.968012930483272,0.775686605191165,0.273345445371718,0.32051265592134 +4.34908111022659,1.20703160102077,-0.768845076987925,1.73263528503799,1.15804960217945,-0.111465264699883,-0.606421480316996,-0.0986229117789441,0.806840181178665,-0.310266082865744,0.959627645508305,-0.367445925980181,-0.338378256597686,1.04705554216292,-0.652920432978246,-0.573721011522845,0.0038975539730482,0.490080490751829,0.470904838304217,-0.762574642275601,0.466958419605858 +0.452877750295998,0.977649326530504,-0.146418811036952,-0.860463844901671,-0.299568242407575,0.778960964458548,-0.620979759362492,-0.110522526653557,-0.950997627782473,-0.182282959434858,1.37691284165272,0.656514332834012,0.405737772902457,1.2965077246113,-0.173001545171752,-0.045063185032553,0.399686981025085,-0.689632998960709,-0.265795328872055,-0.358662672326895,0.555959157739579 +-7.9993654533849,-0.0819917440431946,-0.418996052411357,-0.495661808372507,-1.62751666875237,-1.85116275706655,-0.900385396320202,-0.56230059591425,-0.739494492172245,0.302730239438893,-1.09433900560378,0.783515817313056,-0.250081070012099,1.7078593246029,1.10488659743538,-1.62575001808046,0.648266513566461,-0.257027922418007,-1.87608351440279,-0.317707922856297,0.215970251816631 +-1.97846880564879,1.15626342259789,1.50008326853989,0.225120340369207,-0.813152015111174,-1.57123579007829,0.228113049221411,1.04261922706352,-0.47483304649515,-0.208695153716481,-1.95726154022132,1.018258663259,-0.743065850485223,-0.598207238911833,-0.284761751015628,-0.702317886412355,-0.0846014618072252,0.998085506661971,-0.690143582381477,-0.108937810183403,1.5103440904339 +-12.7074683906517,0.486796336752512,-1.33970794728555,-0.691065586506598,-0.147949145959636,1.43841784565901,-1.1221157698546,-2.15786209907839,-1.92142249301996,-0.421963267750125,0.525939376048185,-1.7362403415951,-1.19778700447191,-1.35013602364009,-0.389392411670399,0.281436994900316,1.21726294007304,0.625732315060769,-2.19697360705853,0.82550082399919,-2.20339085318501 +0.61125029585299,0.95884866279506,-1.14083233683371,-0.579235930095973,0.306839946146081,-1.64694259291277,-0.872479775032838,0.438681209715871,-0.405289670352017,1.23151880147078,-0.388884083916352,1.52181411848927,-0.257428808884653,1.96597964765961,-0.0475068965299555,0.379211685521898,0.0194049532807815,0.125851667171302,-0.62187099811933,-0.018138974369694,-0.355546346577054 +-1.84182047830231,0.177792371188778,0.294782312898116,-1.30593912387387,0.932188250667776,1.83947167538195,0.0813206087831002,-0.26576901903048,-0.829800567026578,-0.692448828735468,-1.9260786186775,-0.0415878616429488,0.509335503145982,0.528636447447817,-0.659716961930168,0.343735384987557,0.800306096903303,0.140454142450554,0.158468214856218,0.150315148644674,-1.95702261763877 +2.62614620742232,0.292250881034058,0.628203222380398,-1.30290199733879,-0.299027706308738,0.301562140779204,-0.845468180159047,-0.465192958337334,0.197427107424594,0.818565946677342,0.355066238131791,0.256866100867323,-0.125457487092301,-0.0385766242697128,0.447240818280358,0.244197297641984,0.403133096137895,1.53459061183967,-1.12282850339118,0.0625002625897425,0.619031037925333 +-5.73494050305233,-2.11334068465336,-1.04782782418509,-0.176813150377486,1.48185384150873,-2.52702068367881,-0.140190301208326,1.24101193074526,-0.365428008819545,0.980541694500291,-0.759600940792214,0.151865103133331,-2.55212885952592,-1.10662343769786,-0.309810551151442,0.481904733933818,-0.653913760400377,-0.527915757556267,0.572033825836005,-0.239772824453418,-1.06565377160801 +1.81799669249609,-0.538047910821091,0.129800836724654,-0.495756939747309,-1.33077317650141,0.527501932287212,-0.488269838961483,0.593919498791253,-0.759710033009006,1.31762708292359,-0.630755413881502,-0.142322122252755,0.740222420917443,-0.446006545345006,0.416170339197907,2.61781349234545,-1.30762420086479,-0.668731269949965,0.374495631892096,0.172252537965575,0.903110783407465 +9.84408569241149,1.01402558475317,1.40554079768714,1.73170166362352,1.08028340668841,0.517780921207406,-0.98690882840448,-0.0680307565500989,-0.0709672124365882,-0.81198926504137,0.894161426168818,0.939518914998387,-1.19464942559836,0.445719612127961,0.48943866625012,-0.500269098395406,-0.832254116004966,1.5321522683072,-0.411573139631197,2.87431558346684,1.54458818316477 +-1.15619084729577,0.101269641473852,0.792076867747625,0.793531268257707,2.02015418963382,-2.28808319639641,0.0222253163080696,0.0347369411607625,-1.13888155478133,-1.40391511749188,0.763661998957748,0.505465283536645,-1.48579718284811,0.903864339982218,1.55966749426896,-0.781007537095985,-0.656895493867743,-1.75608191215255,-0.114932623511769,0.253405801963048,0.590265607903443 +-4.13066340806549,-1.21870737154808,-1.71963695850722,-0.921505230366686,1.10743049981966,-1.97378210635989,0.835541327365935,0.282390086744484,-1.73287834811016,-0.758713910036313,0.954937497216893,0.0531473526450135,-1.54428326560264,-0.902538780380291,0.64656093136849,1.02621299981682,0.31189343606548,0.474175609454441,1.28789950172154,-0.737589751233927,-0.691466899294067 +9.05804762846196,-0.958376792791154,2.11245156225904,1.10239070250444,-1.06890608748641,0.782360452202209,0.699962004455612,1.22456258398934,0.257687436273589,-0.432817306039241,-0.685555128358816,1.53260500003464,0.585598875475623,-0.200894494715116,1.68186611488473,1.6383969813773,2.71499318447251,-0.65215505852429,-0.798237416096537,-1.26012524587442,0.152352962786035 +3.09156068239778,-0.555797484605983,-0.805775140196781,0.646334341717836,0.159911462286085,1.85155277235409,0.198194138142458,0.442425214650255,-1.4605521349031,-1.29781962012095,1.05802910538439,0.50291187615282,1.10901664142406,0.02037636181183,0.993074863099584,-0.149250828579127,-0.592594137188328,1.39690168592584,0.841851535919372,-1.22873545720748,-0.0603556932643472 +5.36790810073087,2.12187591164329,0.242817662665447,1.90352856824479,0.825927167861669,-0.336544941786671,-0.711328583188016,0.394818070180138,-1.07990492041193,2.33833610047544,2.40016119244666,-0.528208188527606,0.256036921236746,0.369683798526651,0.350128677203961,1.15859034111068,-0.799550920228141,-2.83811546899857,-0.0838003498794675,0.856942916989944,-0.435954165813493 +-5.57639324292595,-0.179589987560952,0.526649677807689,-0.564639142324375,0.260388215803429,0.0698851609117596,-1.69060460231748,1.20783407702939,1.04389935009667,-2.5712024395967,-1.05419033730882,-0.420819651493638,-0.510761402147236,0.256617534920517,0.340635237245974,0.0546387199523864,0.568492760508572,-0.403559147710417,0.700882201972868,-0.376745199673896,-1.00616117329954 +-5.55339178714669,-0.644735408242739,0.491020092098264,0.11510769469524,0.171967682657029,-0.168721899940759,-0.18621370045829,0.384709431132634,-3.73387569041184,-1.45228682885089,-1.51175171604251,1.34975239205646,-1.77613538089544,-0.972150868676379,0.156863775386819,-1.04582852302219,0.0152108722473546,-0.0287272273718946,0.177815254474215,-0.0203279435193959,2.26144896056382 +-0.248563924318936,-2.09258377175654,0.309165005804204,1.22758461298364,0.330448609123124,0.308673121454326,0.548438854939821,-1.92699937785054,-0.900337008613004,-0.18323786221627,-0.130253373556339,-0.236169481822053,0.453270594533221,0.221262503696687,0.545363528763185,0.330654698263067,-0.551266404608742,0.504102064996103,1.22597921833736,0.370749597306503,0.465460860453103 +-3.98425806381353,-1.90187083769886,1.7713548919553,-1.80729565157714,-0.737578482832211,-2.0443210760874,1.05872489792723,1.0632014041891,0.53474270719516,-0.950901590381437,-1.43352832136722,0.561618439762431,1.82686477633323,0.660483611678184,-2.88533580398648,-0.441299469447155,-0.50002793389253,0.503880573216655,-0.258372453866397,0.953946814846496,0.338727972047192 +-0.367643921728538,1.22225027632159,-0.787699732239002,-0.034055858577882,0.140514329353067,-0.857790038622902,-0.763996278655089,-0.313628901922491,-0.122700551519004,1.60628161666997,-0.328013606297474,1.0763904777873,0.839337939214719,0.811167719201126,0.604504704583231,-1.18553009554454,-1.53217545800464,1.72616029584142,-0.12135414222357,-0.83693429780827,0.209202694205852 +0.849041298389997,-0.851220441380158,0.888972738845194,-0.30397308568894,1.25650797846379,1.09551248629552,1.53995689578974,-0.735215928146511,0.332427265516159,0.153153858249249,-0.33646910577751,0.34439745885875,-0.97955983233197,-2.08851497692021,-1.78738589574754,2.50706194235243,0.152413249255891,-0.433839705633637,0.260060755759644,1.04824149408788,0.912229987609856 +1.22471594088928,1.62120288295757,0.866778624111624,0.404109334687549,-2.13759580400989,0.532813444211632,-1.23134264591864,-0.119140693231743,0.174734617611996,-0.185268680622127,2.41610764726363,-0.423652468739131,0.14218788896254,0.530807800499826,0.124253572664008,-0.404094592931528,-0.636364754233871,0.410261208172872,0.129109931365753,1.07908767430491,0.00466263221405118 +-5.35482944321139,-0.329102801964517,0.250253755491364,-0.640621986615805,0.570661498043094,0.853669914383938,-2.65630378929151,-0.41831373296166,-0.323674483338259,0.451764212008177,0.191911580014858,0.751664145278395,1.79262117833035,0.536093737319516,-1.56708242128133,0.504275373939093,-1.1375439158005,-0.439445910900985,0.0439817148149747,-1.37024929947641,-1.25204454826823 +0.205519594474536,-2.32640952744011,-0.711700660340255,0.61681419571998,1.62959455455203,-0.870021992807508,-0.113577659332992,0.932070632525429,-0.565400766823699,0.242096768492674,0.214332837747233,1.17087212648926,-1.37315470686094,1.13793620750501,0.0338818921537124,1.7397806492466,-0.950721623283001,0.0877060591228612,-0.0959620644234561,-0.614376739221272,-0.112243683739553 +7.67826925306338,2.1929979995365,0.585222304058695,0.197829090493493,1.07201318475427,0.0638881956150098,-0.516539629404715,-0.530009615585435,0.28937648418717,-0.756481120432629,0.5652598825175,1.53925499560322,0.308313575594132,-0.537693861190643,-0.514421612308178,0.104596895276348,-0.262272259996266,0.339607851247376,1.027856847065,0.641687236152094,2.2426336121599 +5.33446452987307,-1.08247997639693,1.64534770000208,-0.655119496582444,-0.568791604632741,0.919862257030229,0.458178449291786,-0.145227273950645,0.22182834568201,1.99547656271851,1.80747629931914,0.0820809769549607,0.164489735629445,0.990493536839116,1.90879310887179,0.153532124198595,-1.30302058456059,0.296201357135903,-1.72831252489298,-0.586501897599234,0.174481083522464 +-1.67312817400735,-0.506360967360063,-0.0509118031899372,0.72534921943963,-2.16042079430505,0.398406737084234,-0.991977030973608,-0.0808434358668393,0.815109359892821,0.760650235426213,-0.331713492848004,-0.0513845275442703,-0.441185455365091,0.780287370554453,0.228758853943112,-1.11908202396385,0.757826854287223,1.50163054967523,-0.926299591723832,-0.763297786849215,-0.485923437141598 +-3.68146956839328,0.0959189568330369,0.951625049120105,-1.46493054464426,-2.77862276425541,-0.0509886452316662,-0.692113232721568,-0.309917961241833,-1.82799370463625,0.0763791825700337,0.661780520859078,1.37156020957554,-2.09365271744816,-0.533501960217748,1.24999769115183,-0.310899729956228,0.466859702203417,0.634018204621027,1.38668720857845,-0.738043079367218,0.816842208328974 +-0.987957813888049,-0.120165257941563,1.14424904040645,-1.0054130296186,-0.334361959805555,1.07594172994685,-0.0136577530861488,0.986679620316534,-0.975837216758562,1.21586351031853,0.94834122272013,-0.0291486887323158,-0.0879335617869897,-0.0648898682142999,-0.66879225669946,-0.564626517269674,-1.04394809677753,-1.61773850989992,0.679697988980447,-1.3728974771163,0.880335518631844 +-4.0706385185189,-1.51866762967456,-2.03363048365831,0.84662258375638,-0.0941161976047828,-0.0786061339771395,-0.271626322644492,-0.114861536562147,0.128260289396658,-1.75411764620151,1.49934683429826,1.2843516384746,-0.953846341741127,1.69626736090103,-0.0827095367412602,0.316944638990066,-0.949270897503512,0.743138168103551,-0.151617205104032,-1.32000732761803,-0.0952694855194218 +0.780420225772437,-1.51058506284295,-0.820518338163188,0.438273491804307,0.651120492832034,0.235622288299574,1.90163321250022,-1.03025381896355,0.0185139231662797,-0.667806646620024,0.734059637007706,0.72029957848503,0.310515551942949,-0.401971498599769,-0.45791524605749,-2.53373696449147,-0.612417564400566,0.722727321351075,1.0284929864801,1.34911801644127,0.251757173697618 +0.623361382877635,1.3956049282303,0.707420925449199,-0.165313532703569,0.328919042641562,-1.53579108235912,-0.849297568094153,-0.0420816973709762,1.98410212388191,1.35025446089596,0.029738888473841,0.420742009356916,-1.66841137244813,-0.579992108082839,-0.374995678154659,-0.694034168964768,-0.205513801864636,-0.741123009535023,1.47233740351299,0.458867451131425,-0.599024673545206 +4.45465001680236,-0.708421944079962,-0.39894653756032,0.635772172894273,-0.353813578045504,0.408493366184644,-0.336637944045494,0.221720064533375,-1.91025265318256,-0.377738948746932,0.941904024673783,1.33898021975247,-1.00906475098309,0.305422109313202,0.233939369614,-0.0671926004430981,0.0593932863233854,1.1197956579201,0.323580707199278,0.484501481442599,1.99209072453651 +6.6501619403687,0.827938353109991,-1.69845951618805,-0.188793535641171,0.154987269729607,-0.0317566488996271,0.957807462928047,-0.265594059995597,0.315972894822543,-0.380755693076488,0.825777314358252,0.346802246720654,0.836330158718553,0.527252512016734,-0.279407561411874,-0.0223031975876277,2.09266039998745,-0.537544326785827,1.14821335570487,0.874303171613391,1.46054426915379 +1.14644960910799,1.70775583721357,0.739535447784279,-0.809967121452241,0.433252825918478,-0.163350651273129,-0.622586994013669,0.701302745692695,-0.992432925041721,-0.111545881330127,0.888030375941467,0.566669410825761,-0.853949873141895,0.751439975705121,-1.14998655277322,0.413501165904481,0.150751681649627,-1.10822143295329,0.43539277146052,-0.0586533730481552,-0.718171427467275 +-4.54983977731091,-0.779166556871574,-0.783839669845558,0.246218090611403,1.07334567187735,1.19886412785904,0.211275000377387,-2.35697163996926,-1.78133743392123,0.264532054633209,0.3567764405302,-1.58845036033421,0.417387256440239,-1.03461087606663,0.911765736486666,-0.337223514826056,-0.888848537380061,0.688860673484736,0.0854551105313417,-0.26050717202505,-0.375400880440718 +-1.16135097418674,-0.706899068671983,1.15004154211726,0.289510918060084,-0.313142372407346,0.964060853402866,-0.308399863015938,0.477017587307066,-0.0243590016818966,-0.828280772278688,-0.410249503036237,1.21883643331997,-0.890344829230695,0.451085606253918,1.48331289192314,-1.83514154280569,-0.716051858933813,-0.470055715456091,-1.51933218515622,0.918581726145314,-0.703117976839287 +1.25423097689037,-1.99290251051536,-0.807183943971358,-0.455785309538889,0.99896274508895,-1.51772264697195,-1.09494753571923,-1.1498928100861,1.70544566314902,-0.357108361879557,-0.00350811161017873,1.1733237557487,0.782261967426752,0.163309534391796,0.122281851195825,0.789344758630191,-0.217008112398804,0.82431304213429,-1.50390480511257,1.39835031136678,-0.0155184784407976 +6.03934647100707,1.89987653291093,-0.28512299873993,0.902470797652522,-1.17951351443392,-1.43904079249576,0.892533381805032,1.49271014389068,0.326302842405453,0.723377474360892,-1.30802466841133,-0.349289233771044,-0.864169541040483,0.585399409155233,0.326383742265993,-0.235737739967312,0.469226883129592,0.526469155961638,1.59679214996658,0.793907201684986,0.286674885413147 +1.3376372040952,-0.756206935872664,0.694777745006899,-0.217602164955508,1.45973842327034,-0.200910498052722,1.1742639651764,-1.04436084024306,-1.7280337832173,0.267244223001069,0.137004804944439,-0.736268096656363,-0.332287369629174,0.644355645746673,0.807133642951354,-0.0272120401981702,-0.00184414628715608,0.222629507996418,0.677593633531916,0.259472921886432,0.235715803270433 +0.328505195404782,-0.377955779724224,0.506544611442899,0.796241228797225,-0.274208970805409,1.68569382850626,1.36994458528277,-2.31896756966068,-1.38375095000608,-1.51455518702815,-0.438679295679782,1.37215385276979,-0.605166151702665,0.974792969545556,1.36897399263723,0.49445388778734,-0.399368845825569,0.264100325482108,-0.187070080017209,-0.958454705190089,-0.83597053862258 +-4.69839924337152,-1.36395480148574,-0.395495535622728,-0.667615811261951,-0.433569942176774,-0.233373869404232,1.69692474243047,0.744693535011773,-2.42662316440405,1.85387755421151,0.579086500552781,0.576203629090237,-1.14618261656594,-0.385658277389165,-1.33909836511706,-1.01292303366705,0.170535850763303,1.02604549249702,-1.29488450762279,-0.100603627662117,-0.440354331409988 +2.86786600025909,0.74195815930761,0.61265478522937,0.575123955787915,1.36534061832944,1.37225759205318,-0.785634407082835,-1.30217380871484,0.411436582512561,0.29826669543933,0.00249190646189795,-0.167005832435954,0.514112462810853,-1.68577950463762,1.20351677584577,0.457806717986434,-0.584127183796579,0.688642636876325,0.0276842620730406,0.410679698790506,-0.572798950151745 +4.24574704330792,1.61097599601383,-0.233414479824185,1.21266714073557,0.382622600624454,1.08920060850362,-2.65732108373143,0.133023737221062,-0.88571642365925,-0.43039820077333,-0.394408786357289,0.510759337184416,0.484480290202388,0.71611687260666,-0.315868382942405,1.56059820628644,0.105040899782173,0.174554752963923,0.441789625611962,0.174698633940495,0.258845194650553 +3.37657684902577,0.227387446895332,0.949419270563488,0.120063957881641,-0.667489656515436,-1.5603291569442,0.477651779499016,1.86880017647605,0.49397604202045,-0.2684009362325,0.993472569043007,0.187061588829856,0.0388345526064017,1.28957476322395,-2.05213235729387,-0.0130285184925124,-0.132789423886092,0.704910492404559,1.68701517464668,-1.77921166379692,-0.430679644572124 +-7.15054112255066,-0.400515673917362,-0.00531150383562934,0.311810157855685,-0.50879784922544,-0.814215907402958,0.926111456281056,0.303592055930903,-0.0982709803874047,0.261016129412707,-0.75121541230219,-0.571544392157153,0.465570781198071,-0.651011924482698,-0.0233285580324887,-0.455762492589947,-1.82379106677847,1.43869899929369,0.420988076807697,-3.22803241676767,-1.21228005305849 +-2.34474978615185,-1.66958039964306,0.297882515217174,-1.42588718677371,-1.0127198420213,-0.0221575528181364,-0.431912901946948,-1.1420148630017,0.601978252477137,-0.310088387286996,1.5346441751369,0.168488661037714,1.2590797302183,0.230602589300737,-0.739117127483571,-0.314064980523653,-0.00562421560135898,-0.17234913409284,0.509840449011342,-1.00945799198569,1.64894018157583 +4.71105030277607,1.4907010973021,-0.1502349177234,-0.550654227571266,-0.26543516789095,0.986753910492996,-0.146306171763145,0.434548054305923,-1.19668905692101,0.19996719061615,2.37754233957134,1.39826412634585,-0.675301049036477,2.23282220922969,-0.354879698540213,-0.55583238138557,0.898529303466754,0.00568903534115624,1.04391103721695,-0.964760740168017,0.940681135903631 +-0.936964474439921,0.691487433198398,-0.652084185205711,-0.154820106181806,-0.253600345249391,-0.900437092305773,1.3055588436787,-1.13136669534374,-1.39396198557099,1.45279153941599,-0.335881678031562,0.0411591574557589,1.32855052578628,0.402737259310141,-0.912790969025082,0.283059164158348,-0.0776728373364582,0.237545730225262,-0.881628939149108,-0.103709777049519,-0.337653621898141 +10.1525775970656,-0.0409774766647957,0.0317848045061167,1.59617695539831,1.35053562554347,0.482036789772977,-0.468263850063789,1.39505685503801,-0.705316296358598,1.03126135618055,0.0498814847885535,0.746047446398171,1.38169339348268,0.532909368461229,-1.1356557500436,0.351699884331165,1.66177064707427,1.53234519751534,-0.280264377402633,0.212734998538266,0.0582315855848015 +-2.57450062580694,1.20434485267842,1.07200186325715,-0.13703618542862,-0.85924344957568,-0.902891256273565,0.617702602553377,0.0738819752186446,-0.546783000879974,-0.53267884537178,-0.766804124441131,-0.459166879851102,-0.189987840336169,-0.00286402724037264,-1.21830885250976,0.54675404216421,0.239037953432383,0.22626662482635,-1.68077684034374,-0.913258061006231,1.58161419993136 +2.16913105979761,1.29851496357034,-0.28299521385874,1.86305761338666,-0.0645353341893612,-0.359347621931794,-0.0704372175541428,-1.16258643562703,0.764191851857302,-0.804074493690197,1.55236388229434,-1.7811680768185,-1.58330029546201,-0.627245589824043,-0.279700925037023,-0.273751769029746,1.38374469241701,1.05215735916118,-0.989928016130559,-0.0934077942759962,1.10032609908194 +2.91823509193832,-0.462217020759918,2.10526739969842,-1.43894243283419,0.822342619743818,-0.1379050984201,-0.294442942440439,0.559929239949766,-0.532304737906783,-0.97365819934272,-1.48479720225977,0.70168112928987,0.840410807248712,-0.21531887964836,2.47057920569873,-0.177498356530634,-1.07743950430606,1.09915910177094,0.165194795065015,1.1964235841275,-0.159353398713844 +-10.0672448772679,-1.22577374782218,-0.388929799205887,0.924547534951062,-0.65114664426123,-0.445266403840093,0.302592220921762,0.733517585759002,0.557950237470129,-1.64230473471768,-1.10551966866302,0.175305811044175,-0.407910460590086,-1.32367600829025,-1.56457438850755,0.0414877989436176,-0.208263724519358,-1.40179700087054,0.367468625918251,-2.91055946998696,-0.486072312706481 +-1.79074388603766,0.963266754105759,0.745467852024388,1.31399639227153,-1.14144374246844,2.10172224779321,-1.23188230457257,-0.703669177654533,-0.945758879811548,-1.39379213258548,1.12856824357976,0.642983894061564,-0.574496895119492,-0.137041298076213,-1.6068353260076,0.1236182198502,-2.01930173663607,-0.0366275346725005,-0.368919793749556,0.128403275724881,1.92501118140935 +-6.71764708912598,0.693211227960882,-0.213497545007977,-0.704277573212415,1.28871487949043,0.132537207766333,-1.56749188514629,-0.0425331927936112,-0.0576166722734862,0.0254877791361415,-2.05810368399766,0.151729362727952,0.556740230400904,0.669818451836495,-1.18898596128855,-0.298185907157067,-0.594511737285373,-0.266127562043907,-0.720442831524977,-1.04468924570315,0.173468055075607 +3.88648835603011,-0.501393165926139,1.35096004310876,0.559696925125674,0.846636906243733,0.104260896682498,0.462820606357716,0.968695814709631,-0.529354629068078,0.62856887832397,-0.678091933952992,0.218445461293267,0.291182068121456,0.62379017174925,2.0586881128842,-0.954921012171056,-1.24362377279328,0.466532190596639,0.105744931922834,-0.378622179754071,-0.980429667639725 +2.12948274608548,3.15397141698372,-0.220455259015352,-1.22153342216517,0.213133476372002,0.497540770182615,-0.362720122977402,1.20627565982513,-0.470852252877507,-0.383399254931867,1.215228996747,-0.819295875475004,0.440535038197273,0.683744705367931,1.13386807180494,-0.343556905663798,0.613102584533398,0.285115123557425,-1.25608288380379,-1.08035167825462,0.124136649161758 +-3.84795723562298,-2.54910689501694,-0.367812288811167,1.1977063689597,0.413646503885163,-0.45457742213842,-0.748824169945025,1.11918277728513,-0.970334398136708,1.49011995073803,-0.607746987051898,1.60109837205248,-1.17941596488464,-1.55943930118312,-0.878462151052008,1.3378988043712,1.8372918738668,-0.841559021224433,1.24376420515658,-0.882304382224241,-2.19937729051748 +5.32573682352259,-0.00813808482908667,-0.707245431614091,-1.52933640201173,1.77921063880472,0.461767731699483,0.0903998525563219,0.633790758079739,-0.357954850543023,-0.721699294882638,-1.57144186203458,-0.245220296257799,-0.312378769568389,0.643584691585932,1.00710605855786,0.906894271434726,0.563704740710636,0.374274763592898,1.53355393918546,0.565219869600008,0.56075421437972 +-11.5736914609093,1.1387806409713,-0.632482412803412,-0.499121745973019,-1.10881728950405,-0.49241697376371,-0.671346371615118,-0.421634841286928,0.406425263067434,-0.696208171961817,-0.0995858146523628,-0.272308205506699,-1.30538652389235,-1.71683607939947,-0.190594858791971,-1.17315844642966,-0.908914628882654,0.311433142939866,-0.873896226914459,-1.05594121298984,-1.30394762001608 +4.90310626705404,1.48234646794641,2.25269618488441,-0.333698786173668,-2.86787376705147,1.82212007412618,-0.263110631264668,0.0206163367400013,0.884059302287724,0.946332679414853,-2.43328373369234,0.612230404835878,0.587290321896985,1.04890978661584,-0.174826993910971,1.17200710308864,-1.12840686264627,1.00451608478446,-0.667116712979245,-0.0140496584355197,0.178162871566052 +-9.43684791971505,0.975845008963832,0.442316929422613,-0.661205562472877,-0.526620881214268,-1.21033197787097,-1.08087369606185,-1.9124969392837,-2.07522050968983,-0.93198030543794,0.724630440388167,-0.802327356012577,-0.0436061269840834,-0.00540200464833718,-1.12223336867394,-0.138571036781894,0.505443786929379,-1.81195094765379,1.5916543554127,-1.23479903406141,0.535141425303052 +1.56147597745553,0.14835029328322,-1.22244793744672,-1.20922999127055,1.19638619115609,1.07473026067524,-0.776062796749785,2.35010530305918,-0.0777464745385169,0.752510082064151,1.08076600083085,-0.977839279685093,0.091882440112402,0.652933331252982,-0.154493162578113,0.106775178351275,0.596055109273446,-2.43053282975108,1.07432179986573,1.05679480952408,-0.0749376413224532 +1.98157128660618,0.788908757307724,-1.23370804336818,-0.787747279165759,0.674986115228577,-0.466641091983754,-1.58709377545504,2.1529453530354,0.787429348413112,0.372430052273989,0.667926071908492,-0.545906124926497,0.27291862463584,0.530583225911554,0.0677968417642257,1.47243133521708,0.990220551275396,0.0549761075581176,-0.217235685200613,0.132326743827688,-0.813409431648212 +-0.355827360394508,0.557581219707707,-1.06558404663261,0.274730874904182,-1.24386409224103,0.307476925443838,-0.45409238991621,2.29833807582648,-0.109702439473466,-0.439957852563354,-0.624022074234509,1.55776215852547,0.662465832879068,-1.87121784915951,1.10551535806115,1.28759758893572,-1.62073082102848,-1.24250831002719,-1.57467153711765,0.0948964368817222,0.722161042944369 +-6.90146582984089,-0.0273943930429063,-1.86577301020851,0.788786577653096,0.224750896780078,-2.39789001765869,-0.19561550699996,-0.636556175513973,0.734840971789548,-1.3828215114974,0.180138343129471,-2.11810511260021,0.969180278540451,-0.297770039323514,-0.190686422033838,1.23687982789822,0.600402262109415,-0.195030274977546,0.782403595784839,-1.89270507603031,-1.0202601897812 +-3.70262519279236,-0.877074958800242,-1.83759141253934,-0.6318818668512,-0.201191815695868,-1.48858191268166,0.0711765914755139,1.7369864133726,0.303791982732772,-0.352630615311166,0.458139841602943,0.313020898912755,-0.473873542446541,-1.09401066725279,-0.0422641090091602,0.119388332053516,-0.535191552822245,-0.194175531100918,-0.763039443693595,-0.08421816537401,0.178028024625544 +2.89191499444087,1.2162434707284,0.765197558241868,0.187890823189082,2.24109925457954,-0.656109437210893,0.749357093727716,-1.81015366486244,1.28395422049744,-1.32574809771454,0.825201228603633,-0.369694603762258,0.115169716067645,0.80622241301908,-0.23362385126468,-0.26769632856815,-0.818164781309681,0.268186060863046,0.101481808135857,0.188436148303891,-0.17262722200692 +-4.30988709610162,-0.351249812274922,0.746251731944069,-0.640654974247729,-0.265698455262828,1.79342414144989,-0.43156575773303,-1.7751355741075,-1.09186053970057,1.34868917559497,-1.37118690132943,-1.19566988281491,-1.49779173644693,0.756378070145867,0.451704229567607,-1.60692704255478,-1.8724827991567,-0.0318801902236164,-0.396185856899806,1.65188162063782,0.631451985988573 +11.3757758415471,-0.294393117373541,0.906349546605035,2.51601216379628,0.833954546928198,0.467649849958411,2.39791193396849,0.496102609712311,0.71928198020947,0.910401329594727,0.0755180821490641,-0.110263315607524,-0.500711709638284,0.40619131062254,0.343890642149756,-0.411425086078126,1.21863840644359,0.907893989841745,1.94760360864596,-0.0917106032582444,-0.632737434890775 +0.754856126675236,0.253137809458962,0.132890838490138,0.180799347715744,-2.65718973629035,1.04605194724475,0.418225039740333,1.17981539144004,-0.0623379828797299,-0.73349690780747,0.620768749932049,0.405744186766235,-0.117313944205412,-0.541564557516187,-0.755350993101477,-0.159579996908328,-1.35304062912244,0.453990116314436,-2.165544405966,2.2907712021155,0.93735110650654 +0.534520640414524,0.0114979858264514,-0.253910895649215,-1.32049816002871,0.868052639105268,-0.903987366131039,0.418134976641757,1.15001915835187,-1.46174897509606,-0.0645148522380295,0.917059706453228,0.0191975071550503,-0.169343678957348,-0.675569829538548,0.743666066216545,0.152767202431079,1.54501462469698,1.32454935601552,-0.612350004920609,-0.334452011884109,0.384428556141264 +3.31807772151722,-1.97578396222506,0.792634155965598,0.923230695071665,1.13186296508549,-0.241403755214037,-0.432875640328956,2.06382767234782,0.30441374621088,-1.03826333032557,0.182282967769049,2.17134593135127,-1.06569255476118,0.0639912226484402,0.731460926862819,0.414961738977309,-1.65049391844356,1.22787490242281,-0.0527819814097939,0.653283224422389,-0.208031812218511 +-1.52165816895486,-0.426326723861569,0.771654794959318,0.563180778225977,-0.632433532467634,0.926599558804653,1.43190333896831,-1.69008638456728,1.84349018391027,-0.404255825592742,1.26811737168687,-0.172211949485877,0.429121734221901,-2.04666886626507,-0.127529812786802,-1.44104962912017,0.753482981070384,0.22856449400728,-1.84002930554273,-2.00597982167311,1.04185434028691 +2.79489888889512,0.612302560110158,-0.290000964097536,-0.574399355871646,0.714854472889735,0.509469645164726,-1.78731325491839,0.486859822567657,-0.256725357106396,0.314150149137054,1.60607019181942,0.150834456218695,-0.0310001749536453,-0.733838851886245,1.83927268297631,0.242045458562825,-0.168887952943568,-0.923578946737681,-0.473411385183802,0.815566417291385,1.07160808415705 +-3.3345426185234,1.2308141088357,0.98369403738545,-0.618396811817626,0.113743320599153,1.66240034084611,-1.12038642476396,-0.42822198931384,0.720992387045684,-1.77266935689645,0.809628926090007,-1.3528768428537,-0.109669496655592,-0.256433782603002,-0.0247414602063804,0.568520451982048,-1.7717118006006,-0.368232902302343,-1.46837003988376,-0.353324458803189,-0.710614189845276 +1.36297908499078,-1.27080780802968,0.144879226294635,-1.83995554594806,0.587998797885756,-0.330522041146193,-0.587426515391093,-0.495055045390575,-0.964844847926234,0.589687769040774,0.361301511329621,0.40305496540993,0.00646730969703801,3.36866619836341,-0.749375861585805,-0.286451251895778,0.31779768589393,0.525862001903225,0.177008593657762,0.337641801787076,1.05685183052909 +7.27982345684301,-0.650555663503596,0.161101030607222,-0.545104280004515,2.37816133488179,1.50993118768856,-0.0640192773566432,-0.3607778883981,0.346582510942791,1.17759269122745,-0.692540697893895,-0.735727286932614,-0.102543096267608,1.17467181349749,0.0672732983581112,0.913931689400467,-0.852026415012917,-1.57201111467028,0.0795263096063078,2.83948569981143,1.47572525447395 +3.79921437513438,-2.44316623718536,1.39352737409917,0.429634988787205,-0.0452979776016516,-1.95051126877897,1.12961761929044,0.606607796486385,-1.28989233675058,-1.12451292130992,1.77935673894334,0.468910270362987,1.21297610826064,1.14091473768693,0.442487984505199,-1.09160935699832,-0.0885947567056673,-0.492028635005626,-0.209724865303419,0.605398100434098,0.511535005469598 +11.2187962860974,0.996548594518466,0.586087667956002,1.10103433247266,0.375301330470325,1.16807905482867,0.908394692874578,1.58404201270662,0.703372853940089,-2.1801663070468,0.992895154635777,-0.334719167707924,0.533476328749682,0.790376304237477,-1.56323918932796,0.18150606633842,0.479875006582042,0.700225725478421,3.06025768024205,0.319928663654971,0.941456991360562 +-1.84371864651788,0.00511352840900145,2.16505839974609,1.02693844804239,0.772798871836009,0.247967657178566,0.225994112646059,0.529950675543123,0.24180112027465,-0.553770835228746,-1.62570356336756,-1.10642577661813,-0.771342240237361,-0.776652957084765,-0.353184994581334,-2.37865218826674,0.663149712580273,-0.0217827965851273,1.21716458044892,-0.841457359909689,0.566948510296684 +3.96226208615436,0.791024763837734,0.139643474141213,-0.711351201372139,-1.58754079417296,0.12013696395429,0.0181208447243789,-0.825235162563141,0.474367398061192,0.36905397812371,0.577395181012323,0.49776908175437,-1.02998602286856,-1.17151461592382,0.302771866684203,1.81543857203525,0.642154802051118,-1.22684560609007,0.452159058641875,1.17313600980754,1.8965540682379 +-5.59586084292264,-0.563191536791144,-1.29197703553625,-0.545410293168825,1.29604235398295,-1.12943900334898,-1.46679191922559,1.72307299593542,-0.878454873803639,-0.0602098685834876,-2.17189230960747,1.27939743481089,-1.35386288755569,0.643647913923819,0.322484326703909,-1.69807443528552,-0.655591856354952,3.5241527330618,-0.38891797341283,0.279605654300548,-1.25315246134995 +4.55403688751077,0.213826202698897,-2.18416060801297,-1.27445249697222,0.990297857706764,0.707671363246186,-0.27207483929572,-0.0834011605604674,-1.86124017826457,0.247957109007072,0.456580646663248,1.53941108642859,-0.31890808224577,0.966207056693532,0.474358103182162,0.395599024021681,-0.367792692063929,1.3064538106785,0.739944699418099,0.0877250015790829,0.57861291473106 +4.64057735220178,0.977082664102224,-0.314633759803536,0.156584880957869,0.4640609016542,0.110521665118043,0.193805175638542,0.55621307171546,0.150641922211754,0.0545560056142114,0.746599750537891,-0.735609537244601,1.79649179920878,0.496841903650817,0.183215731663977,0.734962782536586,0.732863359610225,-1.11397524080158,-0.824449613168381,0.0382033143149582,0.704948385964991 +-0.800124921200949,-0.234161102635821,-1.09647416793496,-1.86016172036449,-0.615056032194542,0.522267293495965,0.865060008978941,-1.96645000321885,-0.149324942766385,0.850207555079236,-1.52812339492587,1.33064860885933,1.3871428144697,0.466938800529551,-1.59131995271248,-0.585081799045576,-2.2660364993506,2.27168234397197,0.790629596812319,1.5627940809042,1.0156786951416 +5.36615904212908,0.848660553954768,0.216803220700285,-0.268941481657674,-0.297282689581872,0.254225877444128,1.35379413300163,-0.515749252311697,1.12230229366737,0.0788857744850961,0.701681812401181,0.876807305014544,1.0245063813038,-1.22732074167053,1.11646691255171,0.186056947293183,-0.129212268861785,-0.800209301589915,0.297203334802277,-1.16639398448039,0.966171548327669 +-2.08609078217833,0.653970890565347,-0.891257255019177,-1.07281019821734,0.772554947416083,-0.309705095634362,0.137955624555231,-0.314153026301071,-0.49565628796587,0.995217962586993,0.831062846059544,0.961441916532497,-0.472967876851999,-1.49571525477278,-1.73686082915885,0.957174509119896,0.364093022516095,-0.0428788760867062,-0.661545661606029,0.260858693856284,1.11642495455347 +-0.513776188967377,-1.59057002627388,0.74655739811778,-1.78407658046432,0.23619463562025,0.695361056121369,0.880976836735142,0.580500190067012,-0.348083339009111,-1.76358275353802,0.439003604517987,1.17344543925957,-0.693898787051916,0.872213245102711,-0.130874256354277,-1.32178803670161,0.206832349349843,0.577968167885638,0.992488315601622,0.746626855929296,-0.709335803775273 +3.25391056596875,0.309423132913911,0.0141295437888276,1.47980802116495,-0.943763202351575,1.01902584032681,0.436445065743775,0.761292837977616,-1.64895856348264,-0.954215117859284,1.590941288525,0.664023092197777,-0.137413932313464,0.136568447293681,0.517190191467836,-0.459774436292795,-0.285485416257261,0.720783517232853,0.379662350806009,1.29845307291562,-0.73705432652649 +-0.322395279131443,-2.4859821898856,1.08543143489941,-0.880757859358386,-0.196529576626176,1.20787100736378,-0.0662177644947089,1.84147703510004,0.642768406428112,-0.630109586930738,0.629205949126385,0.292959009267712,0.713066260085034,-0.990275898736364,-0.105857009413137,0.423795823194088,-0.152125828027731,-0.0835531977899918,-0.0569862146410675,-0.984310906786319,-0.321010590282113 +-6.08951659485667,-0.278439107296112,0.770586675610127,-1.24259742277247,-1.39123138952331,0.40580063807199,-0.927446602598599,0.960581413212665,-1.643843181408,-0.438820240730215,1.12525488002025,-2.16800000007194,-0.26697313676476,-1.25217411603523,0.414063248120095,0.415662435553721,0.44152910981874,0.00765527538118461,0.280286282114512,0.986538182223892,-2.12303161922105 +-3.84251505670959,-0.552433759333541,-0.41935906428885,-1.34394063260121,0.631016256896767,-0.447665013786594,-0.0939056568653125,-0.331684055397324,-1.06449671177378,-1.15231011643977,-0.475478760055953,2.20133123830644,-2.06276195604442,-0.388728153893435,-0.613740467682274,-0.337436341209858,0.635043492766859,0.682300506929038,0.407374458247074,0.46198847036814,-0.340502956277099 +3.34907643941275,0.87604207279027,1.2508510975237,-0.27313799101588,-0.502421742642093,-1.18467173663215,1.12520598428902,0.346813095773677,0.692557269461967,1.03033122694974,0.593705031930168,0.725340016959548,-1.62477108477125,2.74776041061704,-0.989759985467439,-1.27847316252525,-2.33313319066095,0.613784805293922,-0.748174316774467,0.500791620517449,0.0766817164393726 +1.75857801223831,0.293483694441495,0.564340202655946,-1.57482761412631,0.202639211918859,-0.639768135853076,-0.225323533479276,1.51125269250965,0.640883586881087,-1.14425210106237,1.01611284704373,-0.403182435490202,-0.386385680103103,-1.10118315156974,1.47022605536129,1.22107630545215,-0.09591226769783,0.837641943960221,-0.862644909870586,-0.716928625694306,-0.34240822376758 +6.5620939705928,-0.597222046871897,0.99216624563137,0.448622466554405,0.0378286076403296,0.722007063768495,0.889503333494133,0.896376658155157,0.271220492327089,-1.52972399116702,1.12413540341179,0.584060412155571,2.5589903690764,1.54181838873872,-1.16332752752335,-0.260503084914097,-0.179787387014588,0.00126435291011489,0.559222706329715,0.547141309927497,0.459824783896508 +2.879127391557,-0.157203603307554,-0.858760340001307,3.24795262282593,1.82437969860707,0.849550803756676,-0.899896063709677,-0.292609091313145,0.940762193343055,-0.240131253211433,0.61724130548017,-1.49306472994663,0.0516346992970031,-0.698444815216831,0.849597473675389,0.27174496946487,0.297058299098035,0.628993240923213,0.00313905729999205,-1.08247405215919,-1.65022232255003 +-0.357162467107094,0.184185060278362,-0.396870168827756,-0.353203888046411,1.26005840430154,-0.867225146511187,0.543150215100648,-0.461327568371864,-1.16500756363717,1.15334949695531,-1.44700718183009,-0.0789828338982826,-0.442640075937265,1.29516978520974,0.635694385144334,0.482052452191425,-0.535124150107219,1.87991931201317,0.623707388191395,0.46039869675122,-1.31800476812573 +-6.40015755891582,-1.01303201429879,0.525099049518121,1.46382688095157,0.925987627959535,0.0329555569751463,-0.964337451360647,0.649720119260918,0.653078098457045,-0.805181486508176,-1.98257352180411,-1.04002131292026,-2.21115923148212,-1.50438747950746,0.551832490395271,-0.0704466687606315,-0.643457959589062,0.295754235547063,-0.1960847372131,0.159816686189273,-0.443725290130943 +-2.88004089903494,-0.679843404739828,-0.565682391874275,-1.43141455012582,1.30848044408285,-0.464309630525835,0.754416898197222,-1.00870880547244,0.985552057887257,-1.32297510820523,-0.485512159113916,-0.460928318396143,1.19355122474499,-0.25360944944073,0.70901862412473,0.303586162272703,-0.363163023345681,0.666541818028834,0.522466882046988,-0.905222809446537,0.0422566185115998 +2.6407829641042,-1.24269361449976,0.294785712482343,-0.0873728178689195,-0.217436812182903,-1.297867677012,-1.63921366797207,1.2707016785523,-0.789402350733609,0.500256571871105,0.895065047441793,0.223687248720491,1.23153879653475,0.915202865959951,-0.462069738140365,1.48321362533536,-0.358618246058452,0.115464763098549,0.692771606272045,0.0268853132094777,1.33172879438991 +-3.46941340934185,-1.53501873647929,0.873483909817311,0.0768988453804146,-0.34393273236504,-0.741025212987546,0.487989661821619,-0.259691546817078,-0.542107562599532,-0.215031498489687,-1.26387719605048,0.688524158359502,0.485402589069668,1.08071641654946,-0.856042591514114,-0.846379506889477,0.199678895622069,0.0891543471015591,1.18795596126096,-1.05944731564295,1.03579253383881 +0.885659939481944,-0.524540013110409,-0.96470847326518,-0.446438642460986,1.63445169246641,0.804089247803718,0.25353303079993,2.47114841514967,0.235151031046012,0.92184131155597,0.114346982914594,-0.173546593632516,-0.544413225141745,0.528301611789942,0.306984137693512,0.649250055413607,-0.408381302865538,0.261045122688405,-2.44539617080159,-1.45783347455491,-1.17001885926018 +1.39855510514284,-0.0185273854581721,-1.16240304119617,-0.391144604946001,-0.122096501054579,-0.338210599371717,0.440778791490138,0.111869154450482,-0.493796272779064,-0.762009632544386,1.24012467914863,-2.4450210033341,1.66367123150834,-0.633376440386789,1.02531414695484,2.11956381906724,-0.695232749211786,1.65597442359901,1.46639126425149,-0.662657661974015,-0.242532952494803 +-3.62605718713454,-1.56814717115897,-0.965451989866229,0.934921499997665,-0.326127258441745,-0.0817807746401396,-0.836812147382898,0.625130333206438,0.237348562377123,0.360580028526195,-1.84331426121054,-0.327511696951321,0.222935011201946,0.843443266667946,-0.11614506373708,-0.747804422981306,-0.614084636009347,-0.570470653578535,-0.0742238490809357,-0.421738469815894,0.116371525934105 +-7.86222245264409,0.467851674195392,-0.786233792398782,-0.482920785991617,-1.04943335487389,-0.283876500094766,-1.7885785756579,1.74804954004751,-0.12708819271447,-1.36645542736551,0.39523080456694,-0.579264967408189,-0.132143160595232,0.0104225122085812,-0.0340973523623351,-0.0259977283620888,-1.75755333030291,-0.0250973898986257,0.95101451379838,-1.57817086717907,-1.3872681807396 +-0.624726442520164,-0.667828863981452,-2.11421014301684,-0.294755957734298,-0.346166638036458,-1.19833308014758,0.289098739027447,3.08020698832873,0.692931947542512,-0.356956519606324,1.64798974039148,-0.0639433628022616,-0.133717808637943,0.10969983599349,6.07066582492977e-05,-0.74224404539284,0.73820040144209,-0.701481318969072,-0.376091281950431,0.46693582722983,-0.213151616854593 +-4.78046844896397,0.311082359587522,-1.2763455295766,-0.248383863291879,-0.145167502315664,-1.61477258625206,-0.396103624835085,2.29856178617428,-1.09697330718144,-0.698115604383767,1.11713801391418,-0.676260752916912,0.0534264260050778,-0.375022673530221,-0.324134890005356,1.91412306457928,-0.0176082558782778,-0.0114466774935323,-0.730575935685232,0.109165574017802,-1.18573752875492 +-8.00978306372812,0.142551004168543,-2.31858615635439,-1.08795095329862,0.770198633656324,0.599054353248543,1.17633705154951,-1.01334305268964,-1.50075751499759,-0.830379113188291,0.0572217910392768,-1.23631165061047,0.18627955760008,-0.711722649707189,-0.209826738052944,-0.734535644055928,-0.350009557462882,0.257860036628474,-1.7740652373905,0.762737449664293,-0.801123184489805 +4.69686801331016,-0.374034720730812,0.150371720301186,0.124494684651846,0.134133720879643,-0.431061238540737,0.301493654565205,-0.883302916557286,0.782600062105395,-0.795961580690157,1.0449007809756,1.34660616962291,2.73911168387961,-0.353476937231863,0.900852244485599,-0.844723285572441,-0.608986435286356,0.122963228110934,-0.25073869702318,0.632603123086514,0.172336901655326 +-1.30212220752755,-1.94492637603576,1.95174970574563,-1.19859090105005,-0.615298734125471,-0.642950631782617,2.28007336371174,-0.122749997187522,-0.931267665022368,2.23772723934144,-0.39401647697383,0.475236828543896,0.478439628118541,-0.803763536198306,0.276407392737111,-1.7905432239398,0.740470663527185,-0.644247438820238,-0.193998806969275,0.042981486476775,-0.600430180183177 +0.0383158974679643,-1.59768131407039,-0.383618178688725,-0.0251803651524584,1.28050154592274,0.261800574216402,-0.476909362315024,-0.44808159153958,1.15762780077849,1.94929547168549,0.791660918363813,1.42844203645,-1.50135591265525,-1.62110512227386,1.18313643901758,-1.21587731404715,-0.178170991083808,0.483419054060992,-0.0722586235250087,-0.82203229754911,1.55177581743056 +-1.52308130740416,-2.54065786097916,1.28050808303673,0.312717578183417,-0.0167586380650677,0.101519785910408,0.855753289992161,-1.45926974293704,-0.747621720905708,-0.745565213786951,-1.30798511655728,0.458370979522267,0.364839842730225,-0.463586148326443,-0.428533380716074,-0.47778360414105,-0.382405069736027,-0.0226010564681533,0.24377495210708,0.22708336503643,1.45146472810334 +6.61014167210077,1.36204724954097,1.64106288944454,0.827424871199974,0.319703834416368,2.1661299830413,0.0965638664580577,0.347132514365762,-0.695979779960237,1.34330592793124,0.441276547902684,0.23507625671839,-0.766031223823685,-1.64552702685122,-0.825213198492361,-0.657725616642173,0.458353660485584,-1.26600441911136,0.651156966058195,0.619834075833955,2.04892911881173 +0.498824402559715,-0.360666003351832,0.67958127839047,1.47411632632156,1.4495936251476,0.250631349044341,-0.658197204297246,0.245069289991278,0.425257258212649,-0.956014874487985,0.748608214105654,0.0984538864959364,0.019395547636367,-0.108788174979458,-0.200888603835965,-1.38829492530651,-1.07482714215963,0.300838691636112,-0.0150208176973772,0.528542912087034,0.0530224791606289 +2.90417083119961,1.93639731086409,0.0439738235168822,-0.150307787354136,-0.567043887321332,1.47994516343804,0.338606709989874,0.220314852882642,0.463823173005117,1.28837200042725,1.39739453606567,-1.94171209584922,-1.22397403043459,-0.759197752821177,-0.142772324750818,-0.0140999338336987,-0.245272131100114,0.631330493368207,-1.21209831169337,-0.459727957560375,1.0205547819326 +-1.98257213249685,-1.45588379753146,0.742909350273473,-1.24236873026288,1.69237632822618,0.30718501501995,1.0073397127281,-0.102858119909122,-1.74086217449307,0.139956446474857,1.70855261547679,0.182220232159473,-0.16024985470106,0.715093774220512,-1.45237794576696,-0.0732636855594567,-0.488706063806028,-0.584355204527386,-0.745047796795433,0.414105719056645,-0.662538728131348 +-1.31471181590941,1.48190570829728,0.82827460096904,-0.215767511276746,0.223730801375589,0.385228972699099,0.0912118546803355,0.204600605055099,-0.732573637925676,-1.62807829868405,-0.530320467396344,-0.668753328634755,-1.81637062591622,-0.0429745779661337,1.0775281724511,0.297447490158378,0.0130921540498758,-0.969474314858321,-1.62409902680967,-0.87764020603688,1.42378707163538 +-1.97469457526191,1.0761196360479,0.397360391629962,-1.19525429924785,-0.846554843729156,0.0659971089356541,1.22421957656719,-1.55211909732064,-1.47612092883507,1.60014793307366,0.598784691959667,0.524065597120174,0.907211945205447,-1.74325192167925,-1.59671256338092,1.15007237663189,1.35850833638463,-0.538647305989035,-1.87666015118451,-1.19328109738508,0.902159043562605 +10.0604483356129,-0.757488401365975,0.195525279188605,-0.0407676480311372,0.363678276307026,0.220117647962605,0.536188650184712,1.14703971732635,0.906833430415277,0.306838278816735,2.01058923538679,0.683202258571538,-0.960399628857777,-0.714637868638015,1.74465445501853,2.04383836786311,-0.524250820813099,1.64394244951274,0.841339199488268,0.199281486318647,-0.378295825691191 +-1.53423289045952,0.714085544432429,0.150067437495032,-2.03718631529361,1.38329744819503,0.176683494184439,-0.352676495539612,0.821069202607745,-0.559614838536277,-0.290894190858193,-0.550112950823574,0.949724811997879,0.576508674913598,-0.695700582947678,1.55544321054028,0.38724301148641,0.374848405320698,-0.183546196191779,-2.71637291263686,-1.33611309141245,0.305388609956531 +2.359084486446,0.581384629232897,0.600076409594522,-1.17315475063027,1.18014158665336,0.319780437891036,-1.25521656117567,1.68799042643965,-0.850701635158127,1.06065459407437,-0.404622006828342,1.16935619862249,-0.973876543861024,-0.810518713532723,0.475044137183358,0.991067212994,-0.0457865371420195,0.555284107015646,-0.94969018473111,1.72204304765239,-0.236079200357776 +-4.97352555176123,-0.146723902426033,-0.9283508935244,-0.959109155182863,0.427893962801572,-0.0482229220416903,-0.73680481105268,0.367935126947652,-0.720524108485881,0.720903107113889,-0.779635559856763,-1.21814408535986,-0.244971330093299,-1.64452974500117,-0.97130292484672,1.89568924116112,-0.523804503824598,1.03943195300304,-0.700022410852605,1.41097538901915,0.409931968416921 +0.433186241915418,1.50698177745129,-0.304006667330692,-0.703007516472112,-1.75451292711346,0.847812515357302,-0.928684966638649,-0.111640338548764,-1.29843250909859,2.7310126205588,0.688916737133376,0.193745866837039,0.0337471460244161,1.88440228728767,-1.92468473646679,0.576581872711981,-0.332683487742548,-0.142545482364595,-1.00239847779644,0.557591130382353,-0.134527194533258 +6.55575915656266,-0.279532643245176,-0.76670669459704,2.35894598662012,-0.526594167125926,0.343670926233718,0.718096030408545,0.240752458196687,1.27161118682624,1.38390814974841,-0.207902755005329,0.262439216405271,1.07768037277987,0.488455792045188,-0.625115332774175,0.427388653517379,0.451998283527668,1.97823690971183,0.204375764501438,0.219351365858119,-1.99509163001626 +6.10524064939385,2.02773873329871,-1.73723574661772,0.677072612091337,0.524121665613823,0.823480193314872,-0.582337023789063,0.958413474792463,-0.0403873389222258,0.691819995863634,0.696793208579612,-1.61935576898588,0.739584412003112,-0.0653323530971622,0.540515450000035,0.552661967113483,-0.006336747403051,0.40405637075687,1.71354828946572,-0.439138278399235,0.925984721150625 +-5.34150977763055,-1.19574019582924,0.256467971725119,-1.15947931681884,0.423083482919923,-1.22985485506467,0.35436915981152,1.77864086533465,-0.587272120581701,-0.457293294734017,1.14596354613789,-1.00163231431135,0.807501644459554,-0.401830655823777,-0.905199162378405,-0.475648728321499,-0.197924293907627,-1.9505003596981,1.06244074499348,-1.5728618635506,-0.401954833944001 +0.515839508956163,1.31231789167378,-0.941195828474643,-0.623183799463115,-0.212501170360985,-0.321991012273377,0.818118217472662,0.810324980378232,-0.514399987102051,1.1378703069795,0.255107265618194,-0.335526705368541,-0.492408750351109,-2.49502957442122,0.982105238375304,-1.03398019632883,-0.300881672130262,-0.256816115746775,-0.0280216239831298,2.56292933357523,-1.0543656419704 +4.60972726162176,-0.524007512771118,1.62933537001705,-0.585022869227633,0.149734136642663,0.236233990875218,0.104411508688393,0.588958579803626,-0.66971301760403,2.68641881114177,-0.435305929687943,0.139017252755149,0.951157862910359,-0.113508866449913,-0.372870013220451,-0.312828566415161,-1.28592172107234,0.344635029832038,0.520110048367515,0.542348848687368,-0.0918101829022624 +-1.78324397759947,0.354249509141301,-0.240855383916381,-1.33062345768056,-0.770891191713968,0.177438119549675,1.4908967835482,-0.501232243378396,0.23244392839083,-1.18674706202776,-0.470496014543613,0.783675886309419,-0.0593309049851882,2.45098309179622,0.338942642481966,-1.56029305123459,0.442590332889859,0.126106575591564,0.727194395803955,-0.749294671621748,-0.566235322157847 +3.39385232448873,-0.0716744876824941,-0.636588677825836,-0.478972642718072,1.11263244599483,-1.0646838079647,1.81935536095101,1.07526461357952,0.772438267779825,0.463682395279015,1.49726833826357,-0.120624204778456,0.49785966536828,0.119936612386743,0.482235125022807,-1.11250572856561,-1.69836028045817,-0.465470746246844,-0.651857875855658,0.838131120773166,1.45517656678696 +-1.14152593852225,-0.133144306285028,0.627413000317673,3.17593168064655,1.00340355194864,-0.908190319253449,-0.0190375547463179,-1.43592184208419,0.131640487573735,0.0325855157754624,1.1260212616543,-0.408688082051888,-2.29932723137443,1.03561660327731,0.58820146217435,0.256849948946357,0.615323171314136,0.445430337130474,-2.07911884847394,-1.01790897787906,-2.21717547648555 +6.71115499333413,-0.0880773843693027,-0.709939556283053,-0.45359860563608,2.29927628465772,1.44983179141637,0.515764489750861,0.603063763004922,-1.00938063098392,0.720487594878597,0.226623965638556,1.44053213479014,-1.32045923226283,-0.143197106872156,0.691575679883762,-0.402155374280628,0.495464977816601,0.280495979984102,0.387925054080558,-0.506025981171904,0.518416859058326 +-4.18905601020391,0.917788931310637,-0.227381178427355,-0.0585502458068674,-0.419332186399799,-0.278413169534141,0.597802413792755,-1.16674354671923,-0.148312242278726,-1.23805433666816,-0.623600178009635,0.258186501782817,-0.696989303545798,0.0438014020870736,0.0671245907026391,1.25189255145954,0.242254494246148,2.17590433342787,-1.72852126362976,-0.215958320922352,-1.27294554816001 +-4.17283544308941,0.031439264369752,-1.75652739558994,-0.0846871338665392,0.36988297777936,0.909631478448089,-0.396964320289313,0.0989927332152826,-0.0203364943543919,0.102136612409251,0.321402958251,0.21987857420398,-1.05544180117471,-1.17156248059708,-0.565740524950004,0.03803776226787,-1.21928024481633,-0.4240833589356,1.54606262061812,0.414113888644564,1.18502441954219 +2.21309322481835,1.35893058212786,-0.371528364779938,0.671718276028141,-1.2479930636481,1.69035237223604,-0.00477556941599615,-0.550391963999307,0.972394066716914,0.852554735958322,1.61880015623689,-0.48153000988592,0.741664366216484,0.440745111834137,-0.112360969061371,-0.28307971754423,-0.172985884665294,-0.164127729969599,0.0015371972948456,-0.628494592321625,-1.58562801395539 +0.152506692680161,0.113494845099203,1.07093300773198,-1.61517516550249,-1.59991035680696,-0.0203638598180457,-1.09965036398946,0.155123780334865,0.326745801570257,-1.04514011615141,-0.13096099472591,0.477690368378258,-0.294308484112342,1.11441655494586,-1.54908202584518,1.91010176011078,0.284984475627809,-1.48428302288495,0.318459190279703,-0.0232590136056762,1.97135324469372 +-1.50303916389298,0.174306546340086,1.68815025868071,0.492823830088977,-0.944319988495871,0.588296795471872,-0.346875928044312,0.911581783128418,-0.0193908638543571,0.0272214988280393,-0.00460717544039495,-2.73279021237916,0.473250599141282,0.358320992274797,0.692009116014618,-1.47009471938711,0.700026121757,-0.10999077853477,-0.406028835123254,0.299385303819355,-0.321500634998424 +6.1910832649953,-0.053480404684855,-0.350428684838451,-0.545119786929191,0.928791453120955,0.48278958943059,1.03615361483075,0.729997845882463,0.0723720933974365,1.53387937170279,0.713482049944529,-1.6796180217704,1.45851936467088,0.127795046760187,0.289149318772639,-0.508068682702694,0.0164513597971653,-0.273919712212897,-0.108404128491774,0.717904302154424,0.864034856655366 +-2.94686570691668,-0.424758034043152,0.776266888106905,-0.209414008562577,-0.561072032367754,-0.602350580026399,-0.989754158092817,1.01646843206113,-0.150606233902681,-1.25198160300021,-0.706579318802408,0.489891249882545,0.599055010176386,-1.06674713457724,2.27628374890073,-0.188120196242752,0.641896045310694,-0.768261635843021,-0.569621749706824,-0.17960703232999,-1.15964468671547 +-0.482422983477139,0.207911552099919,0.370638689961539,-0.730414671931267,0.0127474417842312,0.286824023113531,0.542278796415045,0.478404645561907,-1.02001390082546,-0.419741356045268,-0.13119131653291,-0.115750952649912,-0.206965329046622,-0.901404726598646,-0.584084264398811,-1.04753332393397,-0.843367229265244,-0.606057420527178,0.986962751400764,1.00483114295351,0.497550045176077 +-2.81024221400267,0.99292291778912,0.62069482041544,0.790825664048229,-0.101534955773283,0.382412471906203,-0.737428916954406,-0.0578169664649703,0.175820601031084,-0.170633248677137,-0.316224490049921,-1.59039363707068,-1.78226216305714,-0.862510125527252,1.59252190008657,-1.59128259244346,0.706357308144297,0.551019616130875,-0.828488864779045,-0.759064907272211,-0.879122574671683 +1.26700770498107,0.813857888451312,1.38759977339297,-1.96918124374245,-1.06384597551744,-1.30227131627402,0.535653917516488,-1.13383746019339,-0.128275697342299,0.48061440332767,-0.341185849407818,1.13562830166781,-0.159024701684021,2.60858436495381,-1.11749600073253,0.638170850283603,-0.941861111159036,0.177026896565023,0.904861086467404,-0.172209377197284,1.45553546108275 +-1.34966836135358,0.996005583833509,0.655707504787526,1.01492360960263,0.179038703912464,-1.94466498194036,1.63723450780888,-0.419008523195133,-0.589347537974669,-0.944144009244917,0.730991310135895,0.2747378672341,-0.532610102854977,-0.457443162148933,0.961495862539272,-1.77931456035443,-0.910027538375428,0.284068923939676,0.155502978417205,0.275376305271908,-0.190770597800238 +-5.61965724464955,1.73274427091968,-0.758461281390557,0.0393314077457227,0.531416116667051,-0.541200158951263,-0.522204732976071,-0.707564134517531,-0.913962236631635,-1.36628207691926,-0.830505328090216,-3.087254393825,-0.640964391109708,-1.28771608466172,1.87793651195097,0.678558533971234,-0.964621995041505,0.75965666812344,-0.997773190254212,-1.04651359431889,0.641842761479858 +8.49936485055376,0.357042034431723,-0.455743672722481,0.855977379046462,2.52229568392439,-0.0317293704905111,-0.368613056470683,-1.20347113162992,0.299020888388096,1.15154868545563,1.27200076544801,-0.662520601401422,1.14055441860854,1.41732844393311,1.76603761078789,0.600347703118471,-0.842519601346137,0.0308809675886247,1.29394280575617,1.04101921879953,-1.16288810036519 +-2.03211765125041,0.15572633458215,0.365194720794584,1.28731153907377,0.234796124872314,-0.594453324251388,-2.20325920482956,-0.109057240123027,-2.26363264123278,0.91010168470388,1.07504407969654,-0.862970789138158,-0.288129795539191,1.289010944771,-0.405675820913161,-0.212339905177304,-0.246562938124861,0.0794288200763511,-0.156405343216721,-1.27680309726582,-0.0754865058415556 +-0.10867566318332,1.55278865626246,0.494590891641599,-0.073107970372214,1.07936573408384,-0.912676402744519,-0.116250614634886,0.0683485804998009,1.51899664268302,1.75924783572682,0.0317112619734579,-1.95202385217344,1.30547616478955,0.260225013557411,-1.02207568041375,0.195917790963695,-0.67610228107955,-0.123162498844843,-0.723534683854179,-2.30498759524193,-1.08908245381167 +-2.59210352945166,-0.0640696178455259,-1.39695287989801,1.163441639051,-1.33520501195354,0.131218829688777,0.520345764529447,-0.0629777716686504,0.782954704039504,0.123913465157841,-0.246079009037722,-0.20639009993379,0.369076035299831,0.0531005160473514,-1.66192729576868,-0.110491265799702,-0.449263174259052,0.0767741979954407,-0.527400777931437,-0.151929544426256,2.60688181060713 +-1.80333108985369,-1.00821875816368,-1.49320187015811,1.04535601242256,0.146127286345577,-0.849065049688297,0.271492605319267,-0.71775711621374,-0.101898234906619,0.124778979684439,-0.313193191647204,-0.074894514233227,0.980132756248646,-0.284922578813185,-1.69569027011581,-1.89139931257903,2.24439106132922,1.05324652243675,0.453396046409525,-0.151000170252997,0.394598088773659 +2.99389745568282,-0.892895523657041,-0.0654240555895075,0.582192828687883,-1.56312007263617,-0.728001376825064,-0.352031914078837,0.423990731671733,0.977359267167141,-0.942028640835423,0.532438853047957,1.1758623486654,0.539237831187557,0.0395651598346696,0.634693624082936,0.16319833547086,-0.836988206230738,-0.882039416320885,1.3620431984501,1.58061631494599,0.923807371290657 +-7.70163350238244,-0.654514621220146,1.04008267110855,-1.17515997257802,-0.265635478901874,-1.26601819277727,-0.461060897843943,-1.09044211478935,-0.806852424128049,-0.975921344077231,-2.13327387553768,-0.56410271220204,0.943363570493318,-1.14174764061448,-0.781115529095512,-1.35160145567463,0.407857761974223,0.157147869518598,0.564975600397518,2.52765420719672,0.299533873045671 +4.17347259671887,-1.4337828285212,0.337183108666004,1.10427400113783,1.49813687790846,-0.0685136166352672,0.850764525795824,1.1137606914843,-0.915883246925981,-0.378703051488461,0.901923568086408,-0.696073732901475,-0.63601478497413,-0.805589561883439,-1.14990840756861,-0.078034372825233,-1.55675469056182,2.0237927945816,1.82998064753092,0.53090467865223,1.77531684929751 +7.32375976316511,1.41818435319827,-1.26985508879035,1.14794257920738,0.531800688735869,-0.317001454438236,-1.02475465207416,0.298590528423299,1.62052927296319,2.26725470578053,0.495330999800199,0.469933687920124,-0.241561166786274,-0.815036557178288,0.781835563085465,1.29092431279723,1.06347480155693,-0.0109040320370636,-0.968536533640834,0.0417356937440989,1.06303706625083 +-3.76814716071496,-0.593885665293328,-0.75488189611998,1.33855771430045,-0.0547553792190526,-1.46781767194796,0.427482185578309,-1.70704190934149,-1.26850068807803,-0.121840127713622,-0.970829232734307,-1.31935606794326,1.97480570701673,0.83047863084091,1.1108113211416,-0.80216812316445,-0.408734780583184,0.343733601931819,-0.0118431692137631,-0.115016325065634,0.319158247441953 +-4.43444485478423,1.11897179804218,-2.05739487199995,-0.40175875374373,-0.689630869925056,-1.12810613043402,0.114090202452194,0.0789793987397295,1.85319999463221,1.13314883103644,-1.11917672797216,-0.677584740694456,-0.169009294261507,0.486109956704226,-0.924246269255473,0.65400125286008,-0.351867448047569,-0.785157732464175,-2.07261829539321,1.89415389872728,0.521148819402811 +3.00234054740121,2.38408156329113,-1.35507759596093,0.652784281813916,2.0697474130034,0.0683979791970367,-0.563491575516261,2.83943161923365,0.0882321387073449,-0.344162173418088,-1.38670802323822,-1.43912579357338,2.18312486226481,2.15196686149707,0.107330970658991,-0.419282206844349,-1.31006439702091,-0.922402364383866,1.0888248369165,-1.09850309037737,-0.725673574772231 +1.41074572908932,-0.40328649415479,0.216318461073029,-0.712648125514272,-0.687416362986867,0.467620277253415,1.12299943887181,0.34788202557415,-0.43170781315042,0.181379322181703,-0.374509847048909,1.52788633607818,-1.26212420711055,0.402266559226291,0.45289939972003,0.173967442341364,0.0300235314322572,-0.523319248343017,-1.27347313934585,0.572139582723458,0.576045765469221 +5.191205029195,0.370108558443746,0.57547364969482,0.380288235480657,0.227859265022199,0.846954884225,0.743017420351996,1.5084479210509,-1.51854859758563,1.88751418636311,-1.26529110668584,-1.37555246566847,-0.0166642707504247,1.24809290297357,2.66142506779237,0.535801485663971,-0.617871310866014,-0.113608793810748,-0.892499203259838,0.356206064671146,0.331818963900275 +-1.93020070880468,-0.575293013734413,1.07866865251156,-0.348207357234721,-1.79325982473042,-0.0154337839494921,-1.75814687538508,1.18741342715431,0.106039115089297,-0.293434854637694,-0.775081430371702,-1.80727088380865,-0.0365393786432956,0.162373527232468,-1.00349068129359,-0.440992114866738,0.655968200160482,3.07769303152812,0.724010918851197,0.66911889653374,0.752362459021305 +4.96623824338723,2.91922880714949,-2.2413291526349,-0.372191858709657,-0.285302050911165,2.44137876214836,1.22347002989418,0.804884449195348,-1.00907484469869,0.162981090033725,-0.708560696065639,-0.269773374995178,0.134215815815503,1.15735143052062,0.739150670484465,0.265422729163615,-0.748496669238804,-1.25756737270978,0.313845353683166,0.434625136139615,-0.399114362061405 +-1.23984042162827,-1.07891478952188,0.199913579391412,-0.727344503378103,0.0848249138213469,0.636704240761685,0.908451520793024,-0.632616061806771,-1.99265010668805,0.99606235036276,0.172999262771776,0.448924842693575,0.172814485097017,0.22620531185877,-0.0482433046674081,0.212525809578656,0.0266626639630664,-0.818644099419928,0.576379657732694,0.786795891047695,-1.37342659273496 +-3.35457335930908,1.17849132928048,-0.681259135333628,0.902548714358729,-1.47258216474817,0.240967108978338,0.275878866173532,0.696500370155883,-0.289831676163238,-0.810047223631115,-0.544023007885967,0.698673337095874,-1.28294204460145,-0.0801008222734081,-0.424344880786833,-1.24736401281193,0.0385761680755937,-0.724478374547239,0.476566845203033,-0.292614729251682,1.41141861536159 +-0.354957932297783,0.869602773179034,0.371584131159385,-2.12479034274396,0.892801797624507,-1.2436788426747,-2.42238963133963,0.56908067198156,1.28133032864432,1.67390639627712,0.828607683127887,0.577969393823953,-0.434397716736098,-1.16809688807878,1.65561427228018,-0.585246034962026,0.135934432678961,-0.0959140003765144,-0.983434358175072,0.716017595065475,-2.17646017722818 +-3.11006164896713,0.931166309798506,0.276401343837873,-0.177824523313455,0.774882742139315,-0.346605512397756,0.589692305527976,-0.875920863048117,-1.21129056428588,-0.230137131532744,-0.62452142240394,0.161424898969706,0.182323576711323,-0.0828602421756836,-0.588911348715027,1.94613904022912,-1.65270226143103,-1.10840310627824,1.57836717611228,-1.3172672910978,-0.506678458198233 +-1.05082861252298,1.02468122759902,-0.271945463752405,1.83262515336821,-0.780578544880865,-0.803340898749374,1.51581185758718,-0.150668528986163,-0.176376498068061,-0.116401471208143,-0.936657451001801,-1.50811499550165,-1.85322088525453,-1.46627398905274,-0.0548370425008203,1.25226121893672,-0.428655910656499,1.36268060164995,-0.46436792731405,1.35870405457606,0.414884289252575 +-4.25796931659121,0.612975056104969,-0.766557074862533,-1.81860327900633,-1.89617497020154,-0.737471587892549,0.199982382602428,-0.945462152173424,1.16120525228747,-1.08396680114727,0.565284954458164,-0.428475537795754,1.36846807467312,-0.952042030591505,0.699398804878386,0.0522495007197458,-0.348375338718548,0.0948186339690968,0.898145233109202,-0.766085990621633,-0.385123635726992 +-5.9220785745921,0.608190081478319,-0.470431674469413,0.130861955398536,-0.339744191802652,0.753352773011417,1.22995539449586,-2.64873452773287,-2.72619173131489,-1.10508061653013,-1.58750700928263,-1.28976545311174,1.66202702909659,-0.820869231922129,0.047767196096667,1.2667042959356,-0.517103377280991,-0.624708854516277,-0.188672844612633,1.6924954251099,-0.457632230566061 +-3.36833498474817,-0.892891710239735,-2.29543398010166,-0.119028627356442,0.542937681465593,-3.02449794300742,0.0544818268335856,0.736966354152568,1.4714668062386,-1.73997688858203,1.83473526107471,0.0155462335038481,1.12977032805277,0.949190735464353,0.293401071921725,-0.13373105255929,-0.846120918270659,-0.642023260932777,-0.192817599761445,-0.294888697499519,-0.325524284642631 +-2.93518893471047,0.452035606317074,0.0952563377252779,-1.5166062075406,0.442883453118253,-0.992522457617112,0.976059342572136,0.691697393311013,1.66003983200539,-0.798568289920953,0.416872212715457,-0.170936288833841,-1.62439106467839,-1.36744077229333,-0.0211734879485082,0.744292041137161,1.13068971932937,-1.00808720999525,0.123586544832222,-1.35288130425971,-1.33732944742309 +-6.67441099801547,-0.374712307021741,-2.19345265819391,-0.967075005921468,-0.280121388544585,0.625747446145347,-0.339747325659213,0.968113247133331,-1.17217037103217,-0.746501669172274,0.348659281967373,-0.342355287531068,-1.88759383886751,1.31753964642026,-1.74530792965922,0.42445716126732,1.02213104509243,0.591945786386459,-0.650205824039819,-0.543388452445229,-0.0466653684814486 +1.86831233494824,2.84018514503792,2.38320866135977,-0.71436271140664,-0.320132007289855,-0.120577063308816,-0.285549941814919,0.385691184115364,-0.153669348724281,0.0716459773150866,1.64470032240245,-2.12984600219839,-0.565100493347173,-0.38910982004348,0.0324418916358329,-0.875833071155816,-1.37234834039322,-1.0098266112804,0.550355643501585,1.15068718813923,0.569643149159363 +4.47318047036337,0.732393453235039,0.0683730177408414,-1.66602587507626,0.998143661612971,0.799409081424101,1.31357792400782,0.870308099207066,0.979128563252983,0.825368126718325,0.3955878156943,-1.16021080062348,-1.75936080180999,0.170728999087328,1.01193372080478,-0.509070259020171,0.785636467140722,-0.546281883854534,0.231079319241507,0.935779746030654,-0.873092591984531 +0.144746991697327,0.840518928246033,-0.178550326934633,-0.303500055374063,0.803597722144476,1.0032494516589,-1.84498870313566,1.0733257701001,0.276871098823543,0.453700500213176,-0.117509983926831,1.02607215209054,1.07423617456137,0.626524832371742,-0.126528584462419,-1.15120349222982,0.506689709410492,-1.0328008350212,0.236829166331543,-1.11094450834446,-0.737053826453598 +-4.00627968630235,-2.2196521173488,-2.24400453105002,-0.601089297429992,0.361765037391046,0.238974746517236,0.933311484528949,-0.509693102387927,-0.255143862062718,-0.468005971814891,-0.554618235952297,-0.2013401368298,1.23479175352696,-0.551757776042758,0.642747631405039,1.60996172981268,-1.19229945041406,0.271948887715433,1.25458585229783,-0.0891285880871325,-1.44769657003887 +-3.45327458147358,-1.3274637820721,-1.33299190386542,2.3083678509646,-0.594669061387346,-0.22364063834483,2.06660162975757,0.0498173685445337,-1.43692391102392,-0.77040675598403,-1.6763419680522,-1.10976310368184,-1.55892806454737,0.0393166145644717,0.767395735025058,0.0266466508566939,-0.0788276924197718,0.00864647207208966,-0.950857225636495,0.516141830176968,1.15312727068453 +0.029030073598503,-0.976660698145144,-1.66599461102388,0.412709466602228,1.23315535785073,-0.351258338920655,0.44717535011616,-1.22327243776014,0.482552530376539,-0.457450529179645,0.103463279247857,0.473097595372441,3.24087841299963,0.401189827906018,-0.390300223374372,0.620038818766137,-0.951902195404297,0.698921848795627,-0.156471068815282,0.044703342252567,-2.49000024450841 +5.51600164105144,-0.587075872029574,-2.2110465114205,-0.529002605535048,0.536842172517708,0.227471170017278,0.964886981812749,1.1265171777268,0.783327410818032,0.750381088543305,-0.932229009817023,0.561373605573073,0.302653303984857,0.726214322930078,1.01144898871085,0.342201293992179,1.42729706186116,0.530506283596161,-0.379806346288362,-0.259118366269327,0.0703831855335502 +-3.11291907295849,-0.568012815275937,1.3926873349713,-2.19503905201909,-2.85952364254484,-0.592830225336999,-0.35821016619361,-0.300915900792947,-1.73186088090926,1.1635828485015,1.38960129003033,0.704470114001698,-0.274633933254854,-0.299846717281987,-0.550477350352219,0.965794423357678,-1.08043788346158,0.0422081819858225,-0.179216236640187,-0.1426408910127,1.48742579189591 +1.59313726346317,0.643640956726207,-0.122659480722135,-0.50702930512381,-0.577549891684966,-1.14959246867293,0.914275339027813,0.798295109160148,0.36822227565911,-1.12623033977214,1.25116512509142,1.7631380113195,-0.0759810288300231,0.798331326234568,-0.510320857821376,-0.950344305393989,0.312002187585511,1.32259417533737,1.01666309198675,-0.019875455478558,-1.71002166964549 +0.907097374319698,-0.237307107556194,0.30073811507687,-0.428303916954447,3.10170021708121,-0.304012021092462,-0.888840849680521,-0.0650074785813448,0.594298706447282,-1.38279005644737,0.0359476257209038,-0.60503263361015,-0.0186333196158771,1.01367028050665,-0.353010693618038,-1.55448018379762,-0.257676425807661,0.253976183075745,0.152983593544564,0.390137787791724,-0.471330892454 +6.48669774997462,-0.298578025706688,0.945505074769908,0.808317280959457,-0.317738701173874,0.935513774454321,2.31303836615429,0.577597342008232,-2.33354133414522,-0.200715858013348,1.34170755144849,0.214527264770092,-0.333894768782298,2.33629675095373,-0.152176464988863,1.02163711950135,-0.5149285875996,-0.399105184143362,2.06419153010236,-0.179483484619005,-0.802207341706898 +-4.77406753208875,1.18956255922974,0.714766774566448,0.308179587182846,-1.23119310840935,-2.21282828252072,-0.77356958889236,-0.635122700889098,-0.989986755851101,1.40181849900761,-1.38251248536474,-0.216720934693301,-0.446144322845091,1.8928213727074,-0.196156548518799,-0.998820600976387,-0.673821751618082,-0.18052420652702,0.161550604427976,-0.557326801659673,-0.853492946259627 +1.14981519144502,-2.10894120385805,-1.28136154744611,0.335810994042123,0.769126009772171,-0.896366726480958,0.69935665629182,-1.22238530967391,-0.554957050927603,-0.251084729907805,1.89622889780834,0.847970348046343,0.660097797724061,1.03258593594103,1.03713998521962,-1.18727513235149,1.30929964476741,0.210806169365481,-0.419092056829497,0.0637983837470792,-0.655403138654228 +-0.410517329432059,-0.0732820039954618,0.653227746783453,1.44549887352591,0.567192961354867,1.58076210621689,-1.13329140974267,0.992912424694155,-0.986713677521014,-0.501104550696213,-1.28197149515588,-0.848067584095443,0.514853053045685,-1.80177829140437,0.569629696027746,-1.12401045711848,0.509094620444903,-1.22023097439491,0.716873753754977,0.609997959201162,-0.279430737801828 +-2.83537862192547,0.863402869273734,0.641860499766072,-0.0401231313355971,-0.0984515135401063,-0.400976356024561,-1.47643722894612,-1.1813578869636,1.37777832768962,-1.82402564543342,-0.738847296007689,1.12303526042857,-0.919904239693589,-0.815669491450737,-0.881343086135982,-0.289657382234055,0.812570516753551,-0.0780165555107943,0.645308069039075,-0.656323143489651,-0.0953357032764406 +0.779043784334765,1.07470746145087,1.04159107936122,-0.729100157533375,-0.405534003707922,-1.52861678720141,-1.2000779799228,0.348665522198281,0.0942888128100047,-0.572961182138524,-0.889415615933114,-0.384508101224755,0.850375333370573,1.86228157841682,-1.16770026426596,0.0369362666267836,0.162110975939982,1.21806078291529,-2.36875828419475,0.872251004552017,1.4923052348021 +-2.76899163172332,-0.205852630215998,-0.647974896898559,-0.995502816094793,0.7295036870373,-0.469822656769375,-0.115329370128696,0.0361930476600578,-0.722388539032783,-0.37577048216883,-0.0329693136716077,-1.0205122571212,-0.422250954375448,0.307325210317305,-0.169522493902496,0.430742633953891,1.23155664498091,-2.18897844655723,1.72057240747526,0.849238663228799,-0.521394935977417 +2.15137908806542,-0.433613832458068,0.638402750000964,-1.03034877189449,0.680113941319808,-1.48558903433449,0.76694592956671,1.10895301200256,-3.61471516140881,-0.219905005979532,0.168079778405761,0.889863205304166,-2.15080974124764,1.28459472325251,1.01160121054341,-0.450537300947128,2.21629593842631,-0.741100178299238,2.56420440933188,1.30625753363015,-0.833841888396025 +-4.96793258340503,-0.182223784408139,-2.2381095089932,-1.81659748018841,0.571929362758489,0.978735084125304,-0.46003327669395,1.07937638050728,-0.710814850872175,-0.203971214571685,1.03011709568163,-2.11824308163145,-0.645540591020531,0.621226764245043,-0.742579924107935,-0.837698067819216,0.168606497413284,0.68660373946198,-0.284310645008744,0.562423931796526,-0.234746480290569 +2.39140070233972,-0.431078672978459,-1.91217756706456,0.238462368741248,1.38330597169139,0.359548971325679,1.17044661708372,-0.23112614666413,1.33407791742142,0.115217485388603,-0.374964496170398,0.178259080509438,-1.09547683900795,-1.56747247723458,1.32140896814317,-2.1912474770837,0.0297606712461316,1.58312362701151,-1.40890464186959,0.130101661360494,2.1250435698611 +-0.464456789554124,-0.424609610431925,0.406790175897785,0.887668517929733,1.47517066556437,-0.485927436166565,-0.426873785552171,1.41417153071641,0.298216089041733,-1.46288543552952,0.737337843399883,-1.38772661385016,-1.33593878958286,0.241365893218084,0.547704705435175,-0.0204077760848796,-0.561206304727961,0.380633919211602,-0.533336923392301,-0.588898539664783,0.586130492006896 +-0.903984005497296,-1.3538196764308,-1.68671826374084,-0.243745264572847,0.245284242716523,0.254380973304678,-0.583299648386511,0.732608388292915,1.42289450148483,-2.00344849444597,-0.95244231527108,-0.931192752663931,-1.10268741467243,-0.694922378978788,2.08703174174182,0.722902999462085,-0.791376447991279,1.55925693785821,-0.0341114372705609,0.702827715398778,1.9165901416395 +-7.5073413465108,-0.196594948982215,-0.839451192916949,0.434494225611048,-0.677652267637817,0.243857252561238,0.00994704486566433,-2.15408845647887,-0.207108139458989,0.597209743500585,-0.0374503727831834,-0.262164966838596,-0.565181548481307,1.71011678492835,-0.950553221572946,-0.920301437370024,0.74033641239035,0.279199339803114,-2.49256213821151,-0.159624012163929,-3.13838771496706 +3.03105652825452,0.234116136807353,-0.169771948801415,1.81419120470053,1.74052217359601,-1.57095969343712,-0.0981367231359367,0.271798929537435,-0.361794405570829,1.60380837184737,-0.289733394298377,0.796502107509305,-0.442978884904775,-0.559306845028597,-0.881850974563571,0.292067454973736,-1.49220833886752,-0.0081481066649341,0.342958010849026,-0.0112419939126925,1.08461594587376 +5.80619465839011,-0.557206294019108,0.844761089353525,-0.0741896034820795,-0.949237701955274,0.409004853667748,0.277928148034272,0.935392747128965,0.98552482233533,-0.180105093121133,-0.36660065787585,1.66918898088897,0.954438211723276,-0.492845123435707,1.31376839330401,-1.09244217316876,-0.404838071630678,-0.441770251187069,1.44448514689317,0.759373487865587,0.626005795905296 +0.294067360062771,-1.11332527493423,-0.97250076734315,-1.04127200565247,-1.20072565084214,0.875734069648595,-0.23345828326244,0.241467689061371,-0.851385406169881,1.68655382041314,1.18696630317822,0.180336757556174,1.75810770437387,-0.174371347300166,-0.976363506632618,0.380711530718728,1.4354294662825,-0.740879374367825,-1.46436470427072,-0.173643868137165,0.874643640720082 +-4.18049672907288,-1.63063542586023,1.42051984617169,0.102612560013545,0.139690827010767,0.206039678202139,0.519273904092752,-1.8887199030192,-0.22359474068236,0.520057003879221,0.402224561399402,0.72713163197987,-1.63821065049168,-0.736289877971935,-0.200496098336795,0.0288602336604165,-1.0198630057291,0.185518240395051,-0.214958938788333,0.890365251250216,-1.45551317682047 +-2.9148795399864,-0.387823881460715,0.715258629979986,-0.656558995206131,0.407967483446342,-0.173918233998781,0.976086814783132,1.07665940942195,-0.00635770405087372,-0.10663864526209,-0.276635965698781,0.115775278181335,-1.53456901715564,-0.739087138947384,-2.39031117347903,-1.69655141219628,0.874543070426033,-0.155456863383602,-0.584800453332488,1.66185142319782,-0.349237198073222 +3.48557823835861,1.72263201663562,-0.951413349965152,0.825393810366105,0.111970857310862,-0.377850413048516,-1.0215558173183,0.853903013084286,1.5854702021193,1.32223334111802,-0.607186303885162,0.517966945869382,-0.171370538036949,-0.505403052508032,0.823477140972248,-1.75307502770139,-1.12667632511741,0.67612941833996,-0.00543640718821,-0.575045342211132,1.42740444100877 +-1.68621551234685,-0.558500300160839,0.842550195399219,-0.615114676242121,-1.18939400734079,-0.104312964467032,0.460305647753722,0.933908889042313,-0.489130481127839,0.597580595489583,-0.331230812795653,-0.667278142101693,0.875354361201366,0.784432882889956,-0.844298696979634,0.707021402800895,1.58304318937551,-0.610515864034702,-0.208909302488038,-1.86279061452148,-0.0698891612874909 +2.02740912286734,-0.636660846087287,-0.287517132923855,0.810041043583459,0.194539940162824,-0.60148263165455,0.452822167334295,0.744861720379343,-1.24631739646931,0.175043488237202,1.09203255252703,0.53903655784988,-0.498471816071542,1.56645484969566,0.627524827536076,-0.251753213748787,0.419716131016407,-1.65117885700249,0.0315517061438645,-0.12730593128964,-0.0123736069413966 +2.38352770538004,2.78138713385586,1.32944798291829,1.08313798223764,0.946488546506408,0.300546920523705,-0.800459241814972,0.413394543959056,-0.324912085038936,-1.61862657305356,-0.148452971831908,-0.59614906097558,-0.0979636131629272,1.21879393907342,0.574798705435221,0.170349488980753,-1.19870544896107,-1.16963385186353,-0.265433940353947,0.614833098007361,-0.695505441252387 +1.39085582932773,-1.95725587639345,-1.0201839159974,1.65702714006223,-0.22440547466639,1.310836828897,-1.61770102576476,-0.450677827572478,1.02986692394371,1.59130999521863,-0.558830400825748,1.5727114158935,0.868112596763747,0.214799762455907,1.19371014138752,-1.07660729611705,0.164255604836923,0.698120237001908,-0.275589543619521,0.569143306790827,-0.654682878858466 +-3.46822054648152,0.142527896359,0.864373559248327,-1.70972166451719,-0.0568519781615953,-0.0242022163656919,-0.911066322978805,0.777160174834829,-0.312401071263613,0.0338268790970837,-1.56655493693448,-1.21460238477584,-0.528367696052806,0.774141453004286,-1.33121167311008,0.323198581319508,0.312958785716384,-0.622490341422078,-0.52811712531154,0.626433625345093,1.17388219934922 +1.44005894539377,0.664498798923618,1.15922855152364,-0.686542768216178,0.664327333744845,-1.06229640174897,-0.0630753106535626,-1.09454299130467,0.284387376005717,0.352637623771697,0.788558035326046,1.21994008610546,-0.155958989186475,1.03766960107727,-1.60646296702953,-0.513688575589934,1.21509160721417,-1.25264710520656,0.02286242252193,0.55680565232563,-0.678469689212993 +-3.64763631211262,-0.478627492484917,-2.28434539533474,2.10864336859621,0.122860579379221,0.109384690870051,1.46755280894425,-0.749934276846246,1.04396789055324,0.0256855635215531,-0.948198213786751,-0.0116356739999172,1.85575138725291,-0.848535777598768,-1.34992734095398,-0.656768944048539,-0.870571648619124,-0.0714266078036816,-0.0972652905352783,-0.0173920230668922,-1.37068513059084 +1.39991444970534,1.18368958312197,0.115096928882594,-0.0561571295492759,0.0319040058723261,-0.73321029417832,-0.63485914733897,-0.380512717212249,0.143637207921919,-0.425714260530182,0.250695267377953,0.633084694815112,-1.45618829887428,1.86644256217356,0.75057630607046,-0.637537449150172,-0.652668626623521,-1.26920328310912,0.964618018983607,1.79084700958941,-0.790572154121886 +-1.61529667610431,0.805437291322411,1.3358341629931,1.04332301208557,0.425832938415042,-1.32736978280661,-2.40422561402011,-0.721908667382816,-0.21352721249386,-0.726585722117411,0.563262992679555,-0.781763538611944,-0.253752338439621,0.230112411266119,0.647409487467368,0.461330603972823,-0.103813496179399,0.720138236686055,0.0120277611630546,-1.33109463777132,0.192958810915872 +-1.99447512407019,0.0533177579003455,-1.76622456868524,-1.41551712125311,0.559859141843672,1.22159032868501,0.0951849244345055,-0.430574800938732,-0.90580354150467,0.153929488283963,-0.0721108638072794,-2.37438878087094,-0.300230431521369,1.24898296774292,0.268996899699724,0.354915887372403,0.248544314728709,-2.00118643775388,-1.61422097483558,4.31362069759918,-0.453254204777121 +4.93471936432667,-1.1673464152494,0.0162821809485607,-0.36039927881338,-0.0577620975507067,1.91704698194882,0.35712486468088,0.0520112613950351,0.227387077965971,0.45790760037165,-0.192239204934144,2.17098774165858,1.10800884003413,-0.0739568054531211,-0.547312805330232,0.727824843721085,-0.342414258962669,-0.118291632571851,-0.82432237665815,0.548008531756853,1.23263522013184 +3.10452073142811,0.323350155867517,1.08192986992441,0.200635997686241,0.470424665637623,-1.36330548764072,-0.367774357280101,0.100039399073431,0.986210086207782,-0.598969390266984,-0.785151241550937,-0.258712115747593,0.156852989830209,-0.80764995212509,0.241704417266945,0.454707367044348,1.9185962594158,-1.27566075843605,0.84869795031919,-0.262508756675822,0.846456492721845 +-4.65242154294537,-0.320783022434152,0.367588290035435,-0.882089026231059,-0.850484493043638,0.11780070521376,-0.904231472757353,1.06773564736813,-0.908889962658395,1.242771232979,0.202346077885614,0.958733001925002,-1.26907882856656,-0.8377829675621,-0.572342586198592,-0.659714206080985,0.409173629873696,0.489460161516376,-0.60999648971271,-1.04248264826852,0.578173059816087 +-13.9177022024575,-0.885950264101112,0.524396763398138,0.546434894790195,-0.0276035617951215,-1.51609015823534,0.315180214231638,-0.991942209701519,-0.926331982117131,-1.08194264251689,-2.07570708956324,-1.99518575493981,-0.965219736383748,-0.468221686205182,-2.46436098946223,-1.10937824991721,-1.13321119577213,-0.838556795015176,-0.0543107154589126,1.71692456327092,-0.53745990651731 +1.57886454289333,0.151278171838043,-0.433166383141067,0.217763327527683,1.58375917206548,0.800783930394138,-1.10760992618294,-1.48840794292842,-0.86120998899216,-0.902415471189202,0.804455293031748,0.692103441586259,1.21816850326551,1.53555278521956,0.401418732921167,-0.526737009126528,0.785229072336898,-0.85669686427632,-2.25187624775231,0.56355575283901,0.106642265765947 +1.90886339783409,0.57936347204544,-0.121180061973789,1.35190682092009,0.9661124188384,-0.486476991685879,1.44690123292276,0.354749344247881,-0.803109102778664,-0.894566351902314,-0.508338282712742,0.076572690576803,-0.685357286469689,-0.752265300577717,0.218019017548137,0.875610423383025,-0.373752149068372,-1.07260371640645,0.387202726526784,0.76899130407039,-0.282161403475538 +-5.86497555098085,-0.0791668261764699,1.25089242241426,-0.27498798145791,0.959979951997898,0.234752590703031,-0.401540086482119,1.12409212742208,-2.03788489931962,-1.07211717498008,-0.214007451579048,-1.19898984622974,-0.35937338757413,-0.398474863983586,-0.532227477190694,0.169153246303043,1.34345679233222,-0.340227959131059,0.502819758041658,-2.03373358356117,-1.08345276441236 +0.539384940206405,0.848767635305161,-0.613230815779894,0.248022273943712,1.60132269232506,0.944508293755586,-0.322507285676355,0.764109106353668,-1.14321273861819,-1.65073132810936,0.164250153694791,0.930022488414378,-0.646974619195112,-0.110460333242734,-0.284384146607677,-0.297213030691151,-1.75161701915505,-1.07598388154543,0.265819686150567,1.07876342626468,0.331737381117079 +-3.65498141491559,-2.51103348713237,-0.0258950909284736,-1.42133903333,0.927436477659474,0.122752465523584,-0.2161253721698,-1.24435707317691,-0.507010611781899,-0.564352744125012,-0.893220016828309,-0.136614592731164,0.991779460665307,1.19616145676658,1.48242331518808,-1.55931931377142,0.422861646286172,-1.68213231753903,1.842548708643,0.117419435612407,-1.47414625221795 +-0.437762726813876,0.738477114377377,0.323966616778048,-0.779733153021309,-0.735879812993145,-1.41905243745431,0.589611003359673,-0.0703866157435804,-0.297749767640092,0.825207177142221,0.185534891618277,0.46276136040507,1.04607598299351,-0.323980019897544,1.12298013451877,-1.1219495020693,0.289114946756113,-0.682947501063867,0.85687392875157,-1.41877982748037,1.97201511483755 +4.23248678776137,-0.570994285312183,0.817114623827423,1.94010267205561,1.76709926679635,-0.212259897656973,0.710739866009836,0.0342395580629008,-0.498981902082885,1.15168555873752,-0.263926717799994,-1.91268522394164,1.02212476640286,0.302793895346196,1.31384986842339,0.938290458583257,0.325518635551179,-2.30053815510934,-0.678006161885386,-0.273032024622396,0.453923423490891 +-0.415156246484173,0.286539016362005,0.181806632676729,-0.543654368202946,0.495654482139086,1.13627006402592,0.962570297316153,-0.193419192775601,-1.54584304810728,-2.05261972835243,0.0513927419369416,0.212878379199283,0.00699067880228271,1.47618945264459,-0.414858570838847,-0.859992093536358,0.382650234697175,0.685206600772528,0.493112376740034,0.641430496205416,-0.720969209159155 +5.24440690460609,1.14761985588741,1.25323839900865,1.04003045530542,2.14382139125331,0.18508449113874,-1.43764559983109,-1.1176350510606,0.0806389313085414,0.325968358896272,-1.36746302962502,0.305233918175539,1.31318784676842,0.33289320318576,-1.04626494087175,-1.08735022970534,-0.928336308883532,2.94698879698492,-0.794984067041984,0.0298992876225512,1.5127709124647 +8.24811869771417,0.139558702073078,0.606987137966268,0.553284412644022,0.016215115191383,-0.241289169085466,2.41761312234633,0.218155039186988,0.258733789844072,0.298432146088124,0.642284142579932,-0.906057295752882,0.384318244626895,1.15502714718462,1.80388974578754,0.449750837238908,0.107876885310457,-0.0121382028161719,1.80299837526035,-2.12533290947595,0.426971793398461 +-5.06381043840514,0.0889266087987601,0.282535399568812,1.76665218628599,-0.980749680044722,-1.71537400839323,0.388737795787869,-0.0703018762143297,-1.20355427967274,1.36895060106039,-0.885934164098509,0.890554392208532,-0.318105619067942,-0.88789915280101,-1.24985859074845,-1.03511580793411,0.224240375725533,-1.44171338446431,0.749999557658271,-1.02622063110404,-0.0151570519962689 +-4.79701393730678,-2.63015931699317,-0.308942422250662,-0.146063714068902,0.6112421748109,-1.27833579189519,0.638178037011946,0.303700663980938,0.217141453074679,-0.752154663131353,-1.52975556943951,0.104633813129277,0.298989406551534,0.957827137963057,-1.39424556190646,0.578789480404988,-0.341810087264318,0.434250285302952,-0.766780640518189,1.19177081919444,-2.39447843710251 +0.619623732969601,-1.21722083212186,-0.01514813414016,-1.83815264049657,1.51635383428133,0.941824870765523,1.00742117407977,-0.702068926766411,0.351974360799872,0.291306255001251,-1.70254863585228,0.704348241210424,-0.508131724167045,0.53613988955312,0.575656897424664,0.358134336649473,-0.433660344105812,0.497038127707938,0.467925922768398,-1.27812857878671,-0.24955069656178 +5.6357246290439,0.749152578850181,1.48793229299692,-0.229059773709693,-0.81575619777198,1.31425946653698,0.538755032602414,0.328042658211952,0.350251773497107,-0.553200365160784,0.441358376637408,0.283457442341231,-1.1610234993834,0.424919001469555,1.22654815362369,0.54034227999505,-0.534703331819103,-0.198024487561737,0.733733286359841,-0.484491829328834,0.0159158953396826 +-1.83934385945602,-1.41593292411236,-0.0188243442670568,0.189368582985415,-1.45612068308273,-0.750188403311198,-0.497195812554202,1.58547663635776,1.72581292323284,-0.268089044367437,0.370891873196423,-0.281740952193008,0.874886130996352,-0.636145371246996,1.36976109744755,0.157430556183431,-0.1463452730112,-1.0746513057878,-0.169897911906665,-1.45205797049525,-0.388175057130556 +-4.11614894949502,-0.112382661837672,1.18103283343693,-0.812141304034998,-1.53271158434704,-2.00911134128289,0.147461841280164,0.72475705279681,0.0319449204523705,-1.81483024269784,-0.963084553821563,-0.319223027820795,1.30324281403044,0.633618280185602,-0.905943330605924,0.898584767892272,1.38145858839698,-0.664422015802496,-0.983022605962726,1.40106332008772,-0.745307682127425 +-1.53051886291594,0.304032006042898,-0.697481801105707,0.0148097082598893,0.223909266432916,1.6627567545042,-0.36559971488575,-0.461297695025348,1.09531848307423,-1.03267495347325,0.0638977305901812,-1.06887046555481,-0.520946200232687,0.507366282911189,0.722005729479307,-1.28062257489346,-2.24906744887637,0.134895228214691,0.641429548169022,0.336598077908288,0.754441987085606 +1.11121997744886,-0.354012804948049,1.14819288720118,0.712618213647192,-0.667192697493997,1.34530225631574,-2.13193479439127,-0.147369404163629,-1.18095753815871,1.02274050111406,-0.419551557569462,-0.815870173597013,-0.151392078901959,2.3869057796651,-0.0930369728183494,-1.01224828768842,1.31274066686173,-0.212639504704426,0.284178481201765,0.022270151700453,0.731483277256294 +-0.977206142847524,-0.851242489529453,0.376574945215861,0.427131982227811,0.295798495467035,0.601242915407249,-1.31969659410344,-0.815666260919965,0.654534459312398,-0.370924719060488,-0.622533634822295,1.03751675062792,-0.534797393518062,0.229217704704896,0.384045426316107,-0.31454350469168,0.181315728233323,-0.563093851497003,-0.0269967194198519,0.564854550441949,-0.555410703174223 +-4.93033947381405,-1.46117307516936,1.30221277747088,-1.46938668328114,0.23508767510381,-2.18020377706422,-0.316791115528173,1.28986331564324,2.70220717627301,-0.907934202693641,-0.254725763223375,1.4102619012062,-1.53167017339775,-0.563231548999914,-1.39932243843266,0.219257208003528,0.283796406588936,0.135890526442284,-2.0474797502565,-0.849326688642648,-0.708927035328752 +-1.90520449499555,0.264251846213868,-2.28988123471329,0.685060924075895,1.02717855802013,-0.301138326536364,-1.3266352870689,-1.49101886879333,-0.509030392311554,1.20956264865845,0.725548130004388,-0.856073193066063,0.225630769980572,-1.33910465646288,0.382615930220434,0.169150487764884,1.04690921856794,-0.205802059849693,-0.253922901108891,0.361247502880595,0.935379679184289 +-1.10633866207984,-1.90735794401727,-0.350382181158948,-0.77586536100477,1.71049509319442,0.685754652800624,-0.0711742511265848,0.224500884167546,-0.357026350619449,2.85390226749175,-0.00759296858477704,-1.62103274218843,1.46968342332571,-0.0817558629065474,0.687064650779586,0.584785066800826,-2.50990898369082,-0.0686578219309728,-0.582840506010522,-0.118930400966006,-1.12758260777779 +-0.0776138195102003,-0.925231266230656,-0.0122421985295165,-0.238969557791972,0.53393011798566,-0.0122576573896706,-0.719286652450528,-0.12907215354764,-0.889096514106037,1.76130627993756,0.0417730071927942,1.07684037090593,-0.579882577023198,-1.93159191278669,0.364625871220114,-0.929432230144033,1.04841953035572,-0.120452011248269,0.85639148375324,-0.0714806648828829,-0.208593837861697 +0.672103081954058,-0.11157129294476,-1.37858364766303,1.40260357393303,-0.802460139069628,0.60458627901698,-0.910269356238121,-0.875229935526773,-1.61030066640668,0.987087302940552,1.12113813572302,0.599560342215603,0.310122655038346,-1.0894889911476,-0.587531202294307,2.03526610003819,2.15589953556279,-1.34910528220412,0.832100774979909,0.588821408238025,-0.236193280184935 +-7.37821962810944,-0.965234425432678,-0.348201788120474,-1.05187557700762,0.161296189263648,-0.0507711059713758,-1.39146676964938,-0.267500773385744,-0.880930913932633,-1.63314918830671,0.0947676563108774,-0.944830501366512,-0.472468521885028,2.28690222095383,0.67971788899866,-0.217941118936102,-0.482462812984243,0.572486812407626,-0.218878827287959,-0.272220823211629,-0.518119950378573 +3.01180239551249,-0.162898923853373,0.594704292880913,0.28739299791614,0.634284747004446,-0.533801032107572,-0.0684597350736699,0.490715643723491,-0.75174220578301,0.0403710694107828,-1.43774354579026,0.393071688347301,-0.116700905807194,0.912916808656083,-0.0872645850852069,0.0594133769148319,0.760775856451122,-0.425897357730446,0.507074492768109,-0.134610123881106,1.84839672677993 +-0.117414468371596,0.860184054944303,0.344152365278957,0.773376813037527,-1.03925984493639,0.150972643518259,-0.62749945123161,-1.18355424278061,-0.699806286231686,1.69608549637248,0.890874676384473,-0.235158529912948,-0.359694107257988,0.296989185269899,-1.4406898330303,0.369510231556126,-1.02260889273161,0.501604681117061,2.19857343506733,-0.89165137600727,0.441477160378622 +1.99860008925411,0.0180987749773109,-1.66298110135301,-2.03600251652219,-0.867000358111404,0.57298708794899,2.19361585131116,2.17196387321752,0.556324175882532,-0.716694284604035,0.658027601796219,0.573567909061046,-0.577763803037189,0.29805189750088,-0.60815655245639,0.225724115622616,-0.130782095266539,-0.0826413385934393,0.718521955480077,0.544048011175173,-0.123337501223302 +-0.278718041205034,0.13726245583651,1.04885644897282,-0.778395852469041,-0.818876908244714,-1.34823171298237,0.0919877996400255,0.178133963188158,-0.434392968410387,1.36475661629604,0.119409307607191,0.15670469942833,-0.286184670841881,-1.22651396653239,0.00915306731358779,1.14078040505181,-1.24057927087186,-0.981125611315212,0.28742559702804,1.93432945028962,1.03741655591865 +6.82785647092366,1.59888607124798,-1.0325878929981,-0.69125641987803,0.855805118940283,1.08156687954399,-0.879771375551588,0.944818634340327,0.131948286925459,-0.846526284553871,0.426130889957582,1.31985189497183,1.18079097905316,-0.164478429227103,0.475250160265829,1.14668329667131,0.696649433242634,-0.764827996316498,-0.215684613542226,-0.309456202506166,0.867354097672479 +-1.27414253947951,-0.11130084868045,-1.16106891210955,0.902402463050287,0.276541238892036,-0.313118196382833,1.80980308307674,-0.403006739206255,0.30405364408309,-0.563546538047786,0.503335928431479,-1.31132412523106,-0.785100501340724,0.33228415311267,-0.392077844863127,1.93504928607245,-1.54033293971205,-0.044388800493113,-1.04911887215964,-0.182549460622669,-0.0526444032568268 +1.42366842215983,0.285455873566112,0.442754113669837,0.439920963943923,0.0428144901545115,-1.04092666880863,-0.0915698610471927,-0.245590364470458,1.35111288156019,-0.425067279147361,-0.174525692983777,-0.425803745884902,-0.715052682079457,-1.15550254088501,1.92856942081693,1.26611975513518,-1.00050644272383,0.147740879196122,1.46765885199497,0.000542066414404942,-1.24830187390575 +-4.72839821471239,-1.98390989606672,-2.62925732221831,0.063114879871431,0.79135234240713,1.34406192659741,1.08879045844139,-0.044915812127742,-1.18413097915528,-0.944678110309843,-0.576627747161321,-0.016916798040912,0.751002877234869,2.04547499701999,-1.47625865743693,-0.181162562968971,-0.678309694303607,0.14670616604991,-0.63358902404558,0.649631401987961,-0.0672772647248662 +0.841105069871873,0.0307402181073715,-1.30507208606628,-0.949234928804954,2.59123441541021,0.489565975785814,0.322184880019686,0.3542729822367,-0.418468218244292,0.529440787821046,-0.54721281024158,0.30131892447364,0.285626739974395,-1.2044369716233,0.797954916249542,0.763919390085701,0.232715950826257,-0.434808050947842,0.827902693473985,-0.258251103745883,-1.17856569664265 +-0.702767050083586,-0.760004886262192,0.59822413504655,1.10030203911375,0.817653541497962,-0.145094719988532,-0.31757468149538,-0.0694518258048383,-0.622242900812127,0.550515470359003,0.0233780264916156,1.46644456219041,-0.873321283807426,0.828354132250028,-0.397379839492584,0.18987970548881,-0.530198360539585,-1.55130133215159,-0.0695231325362728,-0.545052495667255,0.1967493469979 +-2.01773366168773,-1.22401321751577,0.182940487894312,-0.745685869789082,0.104370616419666,0.0784656489930723,0.964110742041242,-0.254955830833531,-0.437047844848994,-0.464885104520213,-0.0120787901830653,-1.58679328014087,-0.0274238730254963,0.620966229851139,1.51977513835866,0.040206033820834,0.727375555881389,0.270022130269725,-0.214162358733711,0.260125377896316,-1.01031448420702 +14.274612545857,1.00236665253138,0.153495295554911,0.578261487726672,-0.209847740030866,0.00635198689717092,2.7284027601164,2.16243981547724,0.230620842806285,-2.16862057874046,0.76059463287325,1.83047660656237,0.383063445960274,1.32052600517853,2.07249172643866,0.0405998676607998,1.15845362313793,0.362109062095725,0.0533635189230765,1.18903035418857,0.38352964207822 +-1.73879556487626,-0.0215414228588399,-0.49722848323714,-0.370475321929188,2.20745950761677,1.02824463939938,-0.992598688232209,-0.703058037951934,0.2161681447164,-0.766225564947489,-0.693397461948644,-0.152905160695424,0.103137211325634,1.43482371412608,-1.29453166222604,1.07742841875331,0.202869204483516,-1.23358414234877,-1.58439110438412,0.897428091511747,-1.73387583899112 +1.16614155479087,0.94532133928423,0.422251548688399,-1.27206553023989,-1.17762023754378,-0.91885962691063,0.0594161770663192,0.450174009694668,0.35632624610663,0.430112871559863,0.000782155553345984,-0.683408924454063,0.916726127312024,0.340488197019146,1.14728476997925,1.75124338715747,-0.0102409925680568,-0.12383941882103,-1.60850921128554,0.785454220572261,1.16898973589282 +4.30619169342221,-0.908491216197208,0.449740311485523,-0.258922445747744,1.0572800860484,-2.29999992010693,0.0341709374872411,-0.770149562723183,-1.83086386695278,1.071527174484,0.264055214678641,0.361461146993576,1.34691453247097,0.0107349854126344,-0.66526905479373,0.925730511662884,0.0548129631831718,-0.509874391460787,0.676147085746779,1.64495385423227,2.70862993855022 +0.68780605727779,-2.40220222687674,0.20671451730782,0.278077276436046,1.40251229401012,-0.179790828198644,0.146922187910381,0.601345197879033,0.972349640909542,-1.17971763963263,0.488850343799513,-0.336904937561237,1.10334143323925,-1.70238882998067,0.110531251544759,-0.816482216402034,0.368875186713178,0.381609318454966,1.68681903201436,0.369614699816163,-0.455457398843573 +-4.10372611196331,0.162938047526826,0.298034901155022,-0.176996626945182,-0.186163997943935,0.0236113689260998,-1.62689787644922,-0.107929174843684,-0.0755402174550799,0.768711656137561,1.17972751128859,0.734025614946041,0.726187967094859,0.162532748843063,-0.529727368598079,-0.0149402545774406,-0.479816115765054,-0.493291533342683,-2.75569752184181,-1.35854130877221,-0.830209886672733 +-4.69583629291542,0.943208930634555,-2.14970679927273,0.740034386237454,-0.664177960157019,0.319117083650258,0.443894678718495,0.889255786098082,-1.23278623919993,0.4974630095708,0.39211885062212,-1.40275272335211,-1.01606910139371,-1.1907606617409,0.202176166370955,-1.21003984862294,-1.32655660123553,-0.660915247227295,1.27977848471594,-0.150617057031947,0.797097868957521 +0.985936510617091,2.54460486023111,0.470458696263426,-1.41446813231846,-0.441489372621128,-1.1096275708091,1.54714151269642,0.827109286923449,0.371226737654873,-1.01442371402974,-1.29849092219916,-0.341429734934785,0.596952554685706,-0.0810039690907161,-0.104062838286247,0.291256715388691,-0.387880041394817,0.748891356404144,-0.80223456219002,-0.236738166515353,0.0194327131052598 +0.0441244398022864,0.887190933493354,0.456695230950662,0.844648822924767,-0.234505570829309,-0.645763710355261,-1.12951780870025,-1.84652323813665,0.36364973990285,-0.162151504810134,1.13836412254671,-0.0387580451440713,-0.578505508197016,0.097406273574657,0.722311296552956,-0.957227109572255,-0.803350646700213,-0.75351965303033,0.974009563525459,-0.190411378778933,1.68581559559334 +-2.93260600649913,1.06043676648591,-0.116386274879289,-1.20238430465218,0.794548063259935,-0.851185734910626,-1.76882051152017,-0.362830320763598,0.585046447489366,0.637387163274514,-2.52845103079488,0.828349597643566,0.443377687445424,1.24500815493759,-0.459734314501604,-0.0718032277372806,-0.381553501891386,-0.596105974142178,-0.298278011631604,0.0958330517320463,1.32150131794063 +3.9711901193901,-0.615747889000869,0.769962918147115,-0.00200061399738379,1.49947963218821,0.205038160111115,-1.1771683608546,0.47403977160005,-0.234119029806388,-0.124702265482688,0.353417980500286,1.7943858019828,-1.07171272457929,0.52672929981632,-0.20082162404092,1.45302807820066,-1.55913320277799,1.06212908135752,-0.206061321067367,0.652486997433509,0.336835730926337 +3.82467573394177,0.352854881416532,-0.486157598986838,-1.49673736294572,-0.0614471018388984,-0.530627006628887,-0.479281764003726,0.57628600875651,-0.20465538823821,0.319467481954552,0.122907263510472,0.288223077564838,0.846414731983806,-1.52606287361113,0.870842048048404,0.0482968057087815,2.6885803294495,0.292817881496056,2.20086142790117,0.385275607187676,0.0784879246170935 +6.86511477686429,-0.475328128308476,0.167987019811828,-1.15842736839303,1.796525098367,0.366442059794913,1.82834521152648,2.46037428440403,-1.28237396262809,-0.024655725959833,1.07430522959468,-0.222251096949012,-0.204426240408758,1.29163135782991,1.28046283116455,0.686936542256034,-0.391682808720034,-0.439016248257256,-0.652235768022027,0.224861536525763,-0.531118432189705 +1.77870580165016,0.422056369813675,-0.162098074092149,1.80539431548676,-0.0984107072548523,-0.304940678136814,-0.740083877453148,-1.16587564859163,-0.219332126639205,-0.750100850670642,-0.147813640492101,-0.231390019320637,1.10157742232927,-1.12247220851172,-0.106241644016711,0.330776837722659,1.73321041253721,0.642124053209995,-0.551387416941735,-0.350714227513943,0.31349558017266 +-1.72687332597582,-1.1835591542214,0.809429042242191,0.221720757403335,1.28267838373584,-1.47761993371686,-1.49158380475888,-0.529591502207297,1.5365422183539,1.40135095243567,-1.616477584589,-2.10731719036862,0.761629279852709,0.721173418359569,0.672847970399944,-2.2080059265539,2.11131383377138,-0.369153408446895,1.08003567478533,1.03050392260422,-0.879539650627343 +5.38871109229984,-0.383749583492094,0.652645788372391,-1.10880342410359,1.28954956483655,-1.2268571041318,-0.508492001407458,0.989503584331286,1.50377489107103,0.380164723625606,0.741610742714453,0.0850208398434338,0.661427846771189,0.142878575163364,1.00865966002885,0.31715690141275,0.951080236110823,0.0534419357043298,-0.992451672059287,0.62839972258796,0.343908922373637 +-10.3031988942345,-1.45966580569284,1.37985918618585,0.000932879637404772,0.358323204217138,-1.047767954065,-0.483599824970675,-0.383916515412138,-0.334568513954673,-1.3666108059491,-0.69404099581234,-1.18767542738066,0.556152026212226,-3.01653126391576,-0.799627273697153,0.257820732793291,1.17040100247202,0.572931051950193,0.535532744896297,-1.3439277581606,-1.02673980226629 +-2.35409085953086,0.0457732244649357,0.269707039777238,0.0987210765930703,0.593877338636615,0.0199711308113614,-1.07318784631774,0.807562680701955,-0.185470762154843,-1.08955769759328,-0.452143338201977,0.369599074815208,-1.63184252536842,0.877736924156794,-1.30808834005274,-0.020453803054225,0.543253607668214,0.608213540909879,0.427465659414831,-0.0681350161679104,-0.815793795555638 +1.47652604116424,0.452456113831145,-0.986911913792363,-0.134903878394743,-0.793969353393423,-0.685732880001772,0.761391193314217,1.31863196376928,0.197494070164804,0.610061948170662,0.844862014545362,-0.709815528024437,0.591896716078694,0.858186774495958,-0.854842494470258,-1.85483527703229,-1.43993417423299,1.36537324960951,1.30071071243812,-0.140627017423364,0.0325108908928459 +7.52656071521957,0.0575658703764589,-0.664576914284425,0.88553118230643,-0.216826086065825,-0.452482600604753,0.465701073075128,-0.174841948068465,-0.0695686083944648,1.75772276907348,-0.310476840096008,-1.66770004856147,0.34560611891216,0.685716172537949,-1.04136139226183,1.15482292018856,2.88966481027175,1.03661597184499,0.833198432132336,0.300922148910083,1.65072974785408 +-6.49113298358267,-0.63869385314868,-2.57375337390525,-1.11036519448188,-0.373355458364583,0.115666768606097,0.952759102902013,0.689496572467002,0.202633852642887,0.994514646928975,-0.521337115216712,0.388826213222301,1.4134160586077,-0.633948610903574,-0.556844985126077,-2.02453837605898,-0.289393911654418,-0.988974384526658,-0.635896099591426,-0.501857457796408,-1.06441901357914 +-1.76364721375006,-0.23868131830546,-1.40943307478668,0.906738906307247,0.0176347046477064,-0.117178500088257,-1.76911449402349,0.862933144230142,1.41662288198777,0.51543055843574,0.587995144763378,-0.145391570005389,-0.244131606356921,-0.321029855873822,0.579329329516765,-0.979559603812704,-1.32377304534543,1.11404510014883,-1.83284873097827,0.190958867331571,0.525271214376137 +-2.03495967046252,-1.64290262156884,1.60703169374876,0.409181610422611,0.129475256945965,-1.149218542756,-0.0757383378827193,-1.98202218542275,-0.0628568600336215,1.58286253200719,-0.174546165880779,-1.10457744070945,0.566243520311191,1.44885396787722,0.10868266539379,-0.236225529695983,-0.807088456440335,-1.3560827016566,0.849776113291475,-0.108103233535867,-0.391845672713427 +0.994180421525704,-0.222574570956619,0.54181918354167,0.853226099741396,0.239273554077329,0.291362373414812,1.50410246225016,-0.856689536738471,2.07186896436019,-0.565770036695059,-0.53603109352636,-1.53259656575908,-0.481560629127927,-0.710583408524947,0.478940477794512,0.360474414537858,-0.250649537814426,-0.29621561337659,1.60593646505492,-1.95871928802754,-1.15101523810692 +-7.4858251783458,-1.77556845073388,-1.40677623749993,-1.13146707677987,-1.12681176686028,-0.658827911097943,0.932555906667294,-1.57165614007708,0.472413420641238,0.310122837615651,-0.220876404602635,0.5013268262699,-1.4619021379468,-0.750130633867209,0.48810739706452,-1.1039840205179,0.756628746304015,1.17630135515051,0.482982983451975,-1.00228308167574,-0.840970880785663 +3.91806108484416,-0.0154659027849208,0.0917431245805301,-0.313938232906814,0.938942704318851,0.713684926500084,-0.305296663561043,-0.143893031701478,2.63757199597906,-0.391714280649762,0.457042073053445,-1.69953949847867,-0.662102639146441,0.0370591523787833,0.156620194553604,1.82367307648073,1.09335230658831,0.552048837096349,-0.0807163994609657,-0.307612680603925,-0.559038211786848 +-3.29395574224796,1.7510468744589,0.0248136944610106,0.286688809902265,0.382880395184542,-0.856397828324186,-1.59174833171177,1.1285744222883,0.0207788651853837,0.304160881648878,0.590620212531963,-0.954765521023168,-1.25454371322541,-0.350792057195092,0.153479539580185,-0.587786123538095,2.0192536712172,-1.91214090762447,0.184686185991973,0.2558493490072,-1.58473203611199 +-6.92376069954767,0.704206505549981,-0.695468400674277,0.741771609027891,-0.111287445263776,-1.77635758072602,-0.104263370781386,-0.507565360947912,-1.28158870565091,1.27820909256016,-1.17951586547897,-0.0778645631136571,-1.07238449672483,-0.321180688630455,-0.264365295317714,0.568083937750824,-0.461186745030187,-2.57333780225649,-1.20518148009005,0.134104619162855,1.51913707189363 +2.08655178831886,1.48101932421716,0.539095153807297,-0.237130893778718,1.92495949169782,-0.580125941836303,0.637566616045543,-0.0825588281880771,0.608581043469789,-0.242533609712334,-0.649137041796289,0.292553427775167,-0.813792234795596,0.233329089359373,-1.0105532941738,0.622120358081122,-0.294255148125725,0.764286551188211,0.557153006405974,-3.02668741199964,0.961724288297664 +-2.85912818541416,1.35288791215922,-0.860081128903956,-0.353367963707874,-0.466154834212224,0.264363001664755,-1.35431857484336,-0.25234578994084,-0.207558051777662,-0.876453707174973,-1.65352146715308,0.321835080319374,0.50085640058242,0.141068290621599,1.19732786194516,0.177692487250513,-0.466590653101007,0.0384729379067386,0.746767849770346,-0.644101622874808,-1.14271223914005 +-1.51555300065468,-0.329957835667702,2.07134251634366,1.48738318782956,-2.04733999442971,-1.25561353957693,-0.789886649072359,-0.799834879247348,-1.49861844328645,0.844465646645187,0.0153394196844199,1.43354476917534,1.31088500300528,-0.878120422595597,-0.109478941073824,-0.379923177029392,-0.661557192174432,-0.172933899532623,-1.11396001999299,-0.0258344224599313,-0.399658216916246 +5.76244962016269,0.363498740513271,-0.298150942758097,0.477604962989103,2.6115954156627,0.0872949581653646,-0.508629219572021,-1.22030467020097,2.0810151906769,0.795040289227659,0.566458051158424,1.84478638400894,-1.91637756429664,0.813374706683755,-0.767241051870731,2.15925200060402,-1.57240435796819,-0.264101280919576,0.676852642524604,0.423905947948137,0.039042880579221 +7.92410855430134,-1.82766273311387,0.0820378584462313,2.49909962367596,-0.371241493610647,0.531985428607736,0.567825993153747,-1.21284437539951,-0.271345696128106,0.00851943469429685,3.44478706795782,0.313935040515011,1.08722638909526,0.405089147704853,1.56495114794175,-0.227757255941851,0.738896564797216,0.413409057681245,0.269832762993739,-0.182619156544132,-0.025051424432041 +0.133637568485592,0.893777744052533,0.188322405382176,-0.160848841480071,0.187621413314438,1.76252927500127,0.0954343363743075,-0.324874004470711,-0.0335272432358907,0.939762734309481,-1.23498818695138,1.04702091138392,0.605252367269784,-0.0448049271221794,-0.945782203552115,0.753083503814253,-2.22222984870411,-0.340570889767144,-0.545458012332928,-1.07631182118305,-0.396939413214316 +-5.4472486766828,-0.719124934258425,-0.823085582231641,-1.53147014622117,0.814959318633041,1.9275251659314,-0.375024715149973,0.328310934541692,-0.960189778390128,-0.490113952922674,0.157296078597923,-0.399902650155386,-0.234039896365848,-0.560355065752242,1.27510578282593,-1.21369152965097,0.568891044050906,-2.27339258852448,-0.426093639830419,-0.177840303355922,-0.780473640711313 +1.73117590757711,0.940509519826436,-1.39834436382013,0.191802451488373,0.296972573655612,1.07899493301187,-2.00346747106752,-0.671193048131633,-0.375341195218126,0.475741176491189,0.939007769541529,1.26842149982287,-0.203973159965143,0.5864669950159,1.34518549881393,-2.23852587383683,-0.349597769645938,0.500784725286139,1.04680576052375,-0.110626718030346,0.534395009598519 +3.01561784542907,-1.87115759094389,-1.2927403310705,-1.15433362188808,1.25029770677429,0.569111926016602,0.0662916160454866,0.838051686877855,-1.54823307422374,0.627420622908436,-2.51126399529643,2.62236316384208,1.00588183076286,0.822779239345867,0.192572206308172,0.431412128149358,0.770243730713699,1.16128199775804,-0.583241925498204,-0.579887010823525,1.14987664496051 +1.73249427715886,1.1470027171805,0.443034681117709,-1.25575050882561,0.593413266163839,1.29856624409925,1.17099778102386,1.70568790389158,1.43255074513003,0.712197732707202,0.754967322574615,-1.05874009162366,-1.08068701352866,-1.09411630985558,-0.139675101631583,0.448497937627188,-1.60538782083104,0.548666533863728,-0.368180005652196,-0.618370586272304,-1.95842307113463 +-0.769186900306661,-0.502991094870725,-0.019901495383175,0.042150661187069,0.0944206430497408,-0.454294019812863,0.685996309911473,0.513730235026166,-2.77949774740851,-0.318707419559588,0.570082914379203,1.25565526377753,-0.85134990923643,-1.1503232220323,0.147235138851405,1.36526020341661,-0.0463235795181381,-0.656742159839524,-0.390657769994319,1.09781569141421,0.158785586340191 +8.61232383328893,1.42589836833203,-0.725364384846781,0.836607745191715,-0.0307071213440141,-2.07843030027935,1.26424156555179,0.779864685215424,0.322569836619188,-0.33346224929798,1.6231188342393,-0.56356439110234,2.0862554583266,0.941126237898494,1.3705184277954,-0.741054071476207,-0.832789799059449,-0.218318708379129,0.336928620768859,1.30969377309701,1.32936038170842 +6.33917284771714,-0.0193399555708498,0.278459068614333,0.470274613394164,-0.772936150422348,0.854687718498113,0.113325699440249,-0.652989330456212,-0.160603253737909,-2.36074046758683,1.44307293671224,3.13281382494809,-0.472146705669936,0.94919458876295,0.0591354423293196,-0.020245476143218,-0.0416728510378879,-0.188680882762043,1.77254765295322,0.770852842392572,0.543508290934915 +2.26484753047386,-0.638073726419699,-1.08126224771561,1.08424899880456,1.55932902411219,0.551198258153528,1.19773093673483,-0.685007689190707,0.877061146819906,-1.69482057480913,0.71738706298696,-0.184243956623773,0.25858846708576,0.307205662628257,1.21943708633737,-1.44682186999439,-0.474722856853335,0.193018818505108,-0.451780549138818,1.34144513529042,-0.261831055689931 +-3.6592368813843,0.498271000392072,-1.11850857702214,-1.08389985294011,0.799495599097808,0.570571462599097,1.43238952377766,-0.32167092648969,-1.1320956110952,1.80959480209762,-0.0785302215256645,-0.314480010825691,-2.7033331203761,0.422422685073821,-0.721168226380038,0.281817139509545,-0.799154058641835,0.118378180063394,-1.38441894729997,-0.539352156221103,-0.756278671596805 +4.29341379183386,-0.0582467351906532,-1.02718410824016,0.203962698682074,0.918787819072283,0.560508240591322,0.0502632608892915,-0.100328348491061,0.15313662449932,-0.991930449868984,-0.879853667331311,-1.79195011067396,0.704856575130897,1.29115804671556,0.652751282010396,0.244586908400023,1.73419405252964,0.692204597875802,1.214391667691,0.592850289239848,-1.50847868558516 +-2.3923684464278,-0.626216777775201,-0.652126156843609,1.62710621007178,-1.44258417769987,-2.08651876240473,-0.978703124450203,0.30242141566241,1.25731010460582,-0.411955382143954,-0.869770349677382,0.677284158179691,-0.933740327025113,0.123432187356962,-0.0306217351802537,-0.457983002928639,-0.353547434418605,0.843100138381172,0.267366040422542,-0.0490413174428553,-0.10578167034201 +-4.57202362649023,-0.89462076076131,0.00335933870496541,-0.107241226407828,-0.763012301815024,0.402750613009349,-0.205945634634702,-1.08876623995251,-0.459993484246855,0.803282490508984,-0.906921057508072,0.287264829036082,1.52321480212928,-0.352927747350245,-0.497635008644024,-0.938480681875215,-0.995262000106004,1.14032409053146,-0.352732059549,0.262701283147299,-1.10738300794963 +1.12001551471065,2.4100602149449,-0.637129204290629,-1.76144511958425,0.00309095937734304,-0.153739193797523,1.57322205114212,0.630868071777975,-1.00996242462846,0.12537943092345,0.896929611229271,0.230609323326036,-0.889640681626771,-0.669940821654357,0.951184547293562,0.109372031125733,0.151794442012653,0.652632385939141,0.638792722694299,-0.893987033015844,-0.615383732323239 +-6.58076388658565,-0.949647250572148,-0.378166515918054,-0.0640728239924779,-0.132232668869319,-0.0190973260524465,-0.755098648071208,-0.850123900736789,0.00282385879474699,-1.26313602378461,1.08893133825943,1.18143370519304,-2.07065962717401,1.58449404360564,0.17041514763273,-1.66964945682198,-0.762212913315857,0.601830568829616,0.169325898260362,-0.69822675062939,-1.32974430403537 +-2.43925511232355,0.559151500570031,1.47727489514058,2.20376966887589,0.147750529531163,0.458626035958275,0.826323396733526,-1.79298002428038,-0.560692309399299,-1.30904211065709,0.934093083569294,-1.0028405174299,-0.659133019161063,0.0423185978175298,-1.73085287541014,-1.66708489001362,-0.694119832357131,0.67047373777878,0.652583917791834,-1.0935527223275,0.0826633444169635 +-2.84703717439603,-0.211414689679582,0.508022602945976,0.089436319677424,-0.273903581750945,0.309360938034163,1.20948119137735,-2.62905140886935,-0.280157262674815,0.0278967030508911,0.23294662801369,2.06854375589969,-0.350509157487495,-0.115685831828268,-1.53419469382154,-1.62940638358453,0.819773153265467,-0.732670937382477,-1.47179971966191,-0.352441964057954,-0.414560989763172 +3.6267446837133,-1.01785480180753,-1.71156493334211,0.405372124536764,0.717833363291043,-0.507384616528857,-0.571395522762855,1.26847673125331,1.50751877295924,0.26455606021373,0.115161745769085,-0.552890275242499,0.109407447254385,-0.42443685325862,0.629798408540862,1.84696280883755,0.107391162973387,1.00268585384593,-0.533003741490502,0.110060695977677,0.274899589732346 +-2.14430130849787,-1.39019098922727,-0.675212543890165,0.700623425195844,-0.64714003088132,-0.508276331430227,-0.517512952029781,-0.395083594891418,-0.270090015436313,-0.39124877736269,-0.176992770877087,-0.776692954001267,-1.52896274377005,-0.133934202268592,1.01885438591886,-0.372860671625971,0.829028703427346,1.42227561022495,-0.978326490139579,1.37012269993284,0.164631923971595 +-5.88052292827672,-1.48862930913481,1.40670481636157,-2.00611146444095,0.393288299020015,0.726905110671931,-1.05552100333725,-0.274078091386708,-0.360506874289043,-0.269607852543441,-1.78340035719977,-1.00630732934348,-0.0654795081436882,0.370963438492279,0.206704556085093,-1.73226650632201,-1.56307113311236,0.0330114245015608,0.493239860317301,0.635759493918813,0.122913968506294 +-0.768650200053449,-1.40604463352557,-0.969618946558685,-0.413356005374924,0.808135796440143,1.32598900755351,-0.857195352777913,1.4062323591926,-1.3914524526378,-0.859866036077779,0.452500837930971,1.51797493785742,0.373535839770856,0.998062702640173,-0.825851866241567,0.0864628056283365,0.132590080716006,-2.03471050571799,1.47098569637751,-0.252943204920396,-1.80780056022132 +-1.54577639981775,-1.49623548221371,-0.620278522022155,1.54135407161685,-0.688155895045752,-0.839454890597299,-0.538962695509989,-0.460353921585688,0.792756804654833,0.782482642964748,2.06652927463285,-0.136679878047067,-0.235014846242182,0.948094153363401,-0.870024574705458,0.924803942914943,0.308520933082523,-0.588051323033378,-1.1561545973077,-0.441745196479367,-0.0778692314691443 +-3.39281258863383,0.686145924102054,1.3544229404221,0.0387316929468329,-1.02253568921061,-0.0909751313040484,0.548303580766089,-0.776667068586956,-0.955666619105119,0.178403613509402,1.37362138139389,0.0916697511707599,0.522232086276929,-1.40833112270565,0.277475260600248,-1.04821147927463,0.960349411079127,-0.0139483502192056,-0.676673491895662,-0.769684682007601,-2.50354011676891 +-2.6862968820579,-0.236761630680826,-1.57325455325847,-0.663553411335191,1.68572077282854,0.0973660204479066,0.770542028891647,-1.13328136437683,-2.65673772374226,-0.479225319748285,0.154145951834847,2.06690410096307,0.803012274892801,-0.113547624589811,0.606897747190359,-1.25516546198995,-0.341108860411854,-0.882586437092351,-0.564558442295056,-0.0959450502873808,1.21737008992585 +-2.46400560532204,1.99914242920796,-0.0996519809384595,1.29457431170985,-0.180486696958185,-1.367162750262,-0.772204256326701,1.28870994175347,-0.278463032813724,-2.03092277411515,-0.262783950642755,-0.781938309103524,-1.9199496518528,2.36058390344454,0.289743474714136,0.33406800344919,-0.733718034300821,-1.05409998430485,-0.316402081323668,-0.810940725519733,-0.40576380037855 +1.28068463667208,0.633238682895559,-0.201967830142326,-0.618504536766351,-0.505428937330416,-0.870041677293511,1.70707007089121,-0.652263637937753,1.46273378486123,0.687496084007355,-1.78133830724716,-0.0331542104429437,1.56700129510413,0.794582299755008,0.871321789129263,-1.09090685920937,-0.987290761603469,0.613739920533769,-0.280801572455121,1.27489204887729,-0.522096406509568 +3.03326596052255,1.64819754690779,-1.52628335794542,0.0636130772649157,-0.367113260557229,1.37877984914848,1.02135668470228,0.816116536485282,-2.1705867637136,1.14371306944803,-0.0290687218236378,-1.43471125496571,0.474317438905568,0.693799901984024,-0.564674517221329,-0.96414244286031,0.547153646723427,0.997038241265465,0.70400644499374,0.854980207604544,0.0209093149158839 +-1.64941363270017,0.502718643389684,-0.391286436308949,0.0322293071433554,-0.0577446500826814,-2.05202245384433,0.591143727104325,-0.0238234920610105,1.20233195470266,-1.44164843111224,0.723162588247197,1.85346211211034,-0.977272245432027,1.02827271670402,-0.74266651084031,0.463355134952943,-0.410053942933361,0.0485793701405502,0.102755580292123,0.168514242368161,-1.90416812776786 +2.61299105914184,0.845467412356198,0.217191740793471,-0.726207138973186,-0.50040472844623,-1.34254293344838,-0.463715413145745,1.66079093630821,0.461395235415478,-1.1139246553262,1.09363880790982,2.17208011338007,1.3301486981483,-1.04961717261798,0.451254320968271,1.72899481372444,0.126071204819742,-1.52968794693604,-0.853290312365708,0.508179253947505,-0.119736710397599 +6.96535875157801,0.467247395729231,0.578992540894106,0.0597469953152247,0.0389612876185632,0.229391442731224,1.79725093908362,0.989139993269394,-0.21057342294573,0.09876387719774,1.21336084418659,-1.38359183265488,-0.445689524682708,0.733969743058766,0.250631447872923,0.496243825565444,1.39558366065197,2.04023459731123,-0.575556992490145,-1.7855066620059,0.792035077842835 +-0.4977755922852,-0.402055063696625,-0.567617692837175,-1.33023556986418,-0.324348395481353,-1.30707452541888,0.08830138491212,1.70554379572178,1.03860071066931,-0.362067822667197,1.8309110192157,-0.420944581097819,-1.23286171234495,0.535709880547769,-1.568855749252,0.436814782716326,0.340373055394217,-0.668951853578984,1.18457879209242,-0.830751134370188,0.334736940949632 +5.03960577182392,0.923526703253396,0.939025071540699,0.255219285227377,0.767391281721113,-1.37763309662799,-0.626657674460169,1.80243590886474,0.626078101542031,0.896643550788673,-0.8319901501788,-0.467928775153548,0.579796533050086,-0.986500322178521,1.42892338573857,-0.725018907783454,-1.33376094042694,-0.423916564132947,0.190347900512179,0.699182138257049,1.0483775927266 +4.09678026363238,-0.0080556407117813,0.117497433990447,-0.818903485268294,1.76884663343974,-0.488109562652682,2.35343899983487,0.0628709178548611,-0.0856503068029972,0.841678841921736,-0.541485350409455,-0.170317378256674,0.236334571491836,-0.468408648391806,-0.485272700982832,-1.95371807084046,-0.544404029364074,1.27011434294735,1.22635164194827,0.473392560667001,0.68120909381586 +7.92367815842195,1.03378423761425,0.680559981116929,0.554014216817775,0.500834113715649,1.07657230622584,0.693126542575565,1.16061819838782,-0.0062173705756994,0.319021726750637,0.288021818603656,1.0331627106928,-1.33376237291738,2.12149131458985,0.762410056329261,0.618296580287298,0.145487200134319,0.561408409577494,-0.970234556426049,-0.554871471785778,-1.29754393329921 +1.97373221331842,-0.799126981726699,-0.0217325620978737,-0.478183697075227,1.31848183569006,-0.110634131834754,1.05783884278907,0.554332358561869,-0.795044772118323,-1.3892400941122,1.71192563042257,-0.215102724855017,0.597313681931009,-0.576321574299109,0.984398712768104,-0.925161506874939,0.726040000207781,1.1332058780645,-0.0496235225567601,0.692372420028934,-0.527112231734317 +-6.05946913041637,1.00423302095334,0.588237170603876,-0.753361221724604,-1.17821848275653,-1.33654338191605,0.788295819994894,0.729617840713404,-0.137235543829223,-0.52223350236813,0.106369941306394,-1.57285889527983,-0.282754459287527,-0.0805889446601675,0.0714573301566437,-1.17075577031513,0.251806703557254,0.30311521717798,-0.161484596562305,-0.260064009431868,-1.62591686546617 +1.99877778861565,-0.311973356192691,-1.20999319353251,-0.357039302095651,0.0236282167366343,1.49743486968506,0.256558602030372,-1.12598394723468,2.55465705445726,-0.153073956154165,1.03158133671062,1.03451729683509,-0.216139838237466,0.600303888671772,-0.404609902431318,1.03231042230681,-1.54083442383485,-0.233914175354512,-0.752417169659237,0.295979739540542,0.232901330344392 +-2.9756232153937,-0.88614958536232,-1.32541772108994,-0.939106626542494,1.04961714120299,-0.199495997047115,0.608244724533075,-1.09051024339962,0.970905664037948,0.370760827521976,-0.177855774071672,0.719387119886562,-1.28822932912829,0.74696217971243,-1.02484936575605,-0.485243231231065,1.04249938661792,-1.22058355968666,1.11992618430082,-0.219680021171024,0.0224620182284315 +-3.96748973238512,-1.9222548962705,0.951979720153307,1.39366492779638,0.290323734411091,-0.0179126258481685,0.475596745398131,-0.462975885944037,0.137799266183452,-0.726596313854018,0.701722339499431,1.62323554425666,-2.20686011816879,-0.816371879327757,-1.24927591373342,-0.147691723074918,1.08082586994215,0.737759662819742,-0.510010228673038,-2.05442719274514,-1.46008367182467 +5.52078880470521,1.61970074406333,0.860004385395497,1.62581486246563,1.24212622274463,0.236628192792844,0.192707085382264,-0.0530182899740466,0.845655275590407,0.433378136100117,-1.08960295642647,1.26187340041938,-1.27889820178829,0.447984453827723,0.7751347455101,-1.13394404154377,-0.0808466620995354,1.34772248210071,0.344757720482901,-0.264959643896165,-1.17976278215463 +1.53798756523883,0.519269904664384,1.06079030632322,0.409001064984094,-0.685085703946352,-0.127413766428618,2.03872606100209,-0.949674415565509,1.29555925783107,1.27284963979513,0.191074382274892,0.445814524930883,-0.874655854500792,-0.199624338672036,-1.15346151827463,-0.900987650387214,0.423864146967108,0.966206068113405,-1.51204461075068,-0.0443428807249767,-0.395808658374321 +4.02550682966813,-0.055849931834021,-0.350583962856793,-0.092558557951794,-0.667768128603639,-0.00359271010569875,0.657414394926236,-0.22909825623345,1.35450926518489,0.0951566441455683,1.29755118947806,0.0855340004647133,0.413390864009734,0.542106072751152,0.836715287287589,-1.12130938933213,-0.0010346447310495,0.658529865465047,-0.574814605477442,-0.201820250389618,-0.385277346469918 +0.837266387173937,0.696417610118512,-0.130765555518792,0.206098709130853,0.94091378610666,0.0521923659222569,-0.461108396501187,1.24601148733197,0.0155538845105519,-0.278746460550055,-0.88134610543002,-1.04781131555334,0.124347688210978,0.316089237036378,0.0146661189849421,0.510773014449715,-0.35706405680899,1.37704983584114,-0.119478454569718,-0.884692241206518,0.534956210766656 +3.21624931964811,0.0535156788292137,0.763585907774061,-0.0916028925650905,0.995331338974264,0.457971301922998,-0.297281079651025,1.17129337689075,-0.572103189699661,0.631504623962339,-0.0330678480669466,0.451040238619665,-0.131559674158743,-0.00273213651747849,-0.645927715356027,-0.12354723567052,-0.755592999376532,0.465014088348679,0.300765143776261,0.850420115692183,-0.250827243514023 +-5.00135911610847,-1.31028349719307,-0.493905734041476,-0.460001359359083,1.02100437603399,0.97255471852604,-2.67348426478549,-0.0054076651507664,-0.347970844119262,0.379998466983727,-0.160713560363571,0.00180258732377189,-0.186365312208581,0.794373454678455,0.217552500399757,0.112137360679375,-0.0743700707285964,-0.51077307123624,0.191669814167678,0.212492131248104,-0.461187400661432 +-1.90388745162388,-2.12306605809801,1.11335984755571,0.567494277313853,0.792595847061788,-1.41295027248857,-0.397742787375203,-1.23382997107496,1.1783051563332,-0.388193594794378,0.804337893910604,0.84496525613324,1.51213832748998,-1.69080588169652,-0.235064884679602,0.941232921069354,0.631085963304371,-0.727648682177967,-0.200662796729174,-2.62992696155248,1.05773758967134 +5.55648610440691,-0.208078589007654,1.45896272165295,-1.46018697071985,-1.37722929929651,0.682113649326734,1.51868616023335,-1.09443671901476,1.76553908986846,0.968483457648887,1.28012229215405,-0.27787005720548,0.936807553659836,-0.30358537414202,-0.384211544600632,-0.701568140292205,0.145580588726683,1.76100606445303,-1.18877620693414,1.65683910612204,1.0585748620515 +-2.09762693676778,-0.312786579520356,0.634593123834581,-0.750573164161882,0.184422400243674,0.657264068434513,-1.68275580264322,0.0327752547073288,-0.580841588890332,1.26818694448879,0.8643927823033,-0.48376272934316,-1.17503042968737,-0.581285317853493,-0.411816484247884,0.333734785465161,-0.313655348270296,-0.641313288538183,0.317270770768072,1.27038344518817,0.248085280534322 +-0.769920379502021,-1.05823570968124,1.81668024231221,-0.287135517890057,0.403092266103978,-0.838449042560566,0.384842981043864,0.785570577117543,0.284664059247559,0.0285974918926186,-1.56851623611537,-1.03446628120239,-0.520752856166483,0.0752103101591021,0.419218889348569,-0.275356356212666,0.255118194600717,-1.4615593525023,0.573703527752599,-0.548997886842316,2.80756378809663 +-1.9856464746205,0.417223595566457,-0.32028189706632,0.831634079640363,0.894458743580242,-2.84209103518371,-0.360786681573486,-0.102628276387881,0.278097610310195,-0.0698031577021992,0.117711854627351,1.2721750730799,-0.631965389275661,-0.921306880555219,-0.771411511968417,-0.767950176266895,1.24319058705056,-0.0730568680372231,0.403235263712946,0.312267245063946,-0.366923590730189 +1.23563878658972,-0.315451534215849,1.43786452824517,-0.526986739821502,-0.530301444573468,-1.16141065395034,-3.0836293118678,-0.609973396369072,0.241913201743913,1.60165544868338,0.636012276723574,0.885474833720815,-2.03972539247267,-0.720489404241446,1.61144017494578,1.3157014424895,0.511502057299397,1.16897545430937,-0.326523719359641,1.56025737355119,0.672160785371616 +-7.56512329509145,0.82554913408199,-1.90125145892818,-1.83264390293434,-0.170828816027007,1.46721919365727,-2.01862965562775,-1.76747852569404,0.200417539457411,-0.83514768203211,0.692199701965931,0.488155832231366,-2.45807249030708,-0.169415306922618,-0.741526403159912,0.00526508226598835,-1.06346034034186,1.08119559255559,-0.160919664532072,-0.614162783643819,0.315615098446113 +4.76195787350705,1.29127203757818,0.249615401584932,1.04643156067966,-0.280021446864188,-0.469619619568047,-0.0728856908520337,0.430969701666025,0.566296233834808,-0.91123055983459,-0.736372685964484,0.159171628578652,0.303094856175629,0.854165418915494,1.35273781717804,-0.720050025361699,0.363436216317719,-0.956883777742078,-0.305675741848913,-0.251542129671028,1.87923971165287 +-2.95790640534891,-0.625104977916382,-0.0559608431960576,-0.519688393861404,7.5402597447214e-05,0.614247765080396,0.742601008665877,1.65020037023587,-0.256490244867609,0.254681662231451,0.112941881343522,-0.154131201894041,-0.156712975439529,1.29682757192128,-0.589129187401104,-2.52719112437463,-0.183166794519402,0.772717734769463,-0.444748159737113,-0.192761835552543,-0.88035272893659 +-4.45975211205653,-0.87514675454924,-1.54927952435673,1.05350590880319,-0.460546750924554,-0.779957569435093,-0.108827965542253,-0.274024689450661,1.01352031836845,-0.364475929414025,-0.376988972813123,1.70666799324017,0.564650493559575,-0.870439478831325,-0.138472161221992,-1.41114539302601,-0.347078409721048,-0.594364922107377,-0.0396355874009148,0.0513396310555734,0.545340040498837 +1.25922901560822,0.14335694280806,0.0633955981768929,1.3615272563673,-0.714637188967071,-1.74898127301175,-1.49591553218414,0.835788440578447,0.291094922741783,0.810761624558992,-0.192942312201797,1.04347401890802,-0.58825006393863,-1.11044604160729,1.26204700155552,0.90199881152041,0.0226163234517898,2.57063946167023,0.111116066399835,-0.818048884664715,-0.622041057215071 +0.123052211672377,1.42518963325776,0.678469773470842,0.055902127897642,-1.83846927470638,-0.228017754591305,1.01814195645043,-0.607614099995674,0.576412021584162,-0.122552722255917,1.61090155154289,1.70892432080892,-0.830935365390162,-0.197445828081812,-2.36369700011013,0.8546674052551,-0.980449221894107,-0.573394683798643,-0.257668320542959,0.0414911138845306,0.474438481404795 +-2.5164171415295,-1.7347494260304,0.197444290007926,0.116573512948872,-1.10133259263124,0.533245723565441,0.986201518015132,1.73459688602708,-0.948992577253652,1.85187502482789,-1.35666607951331,-2.08353871552049,0.422517689571069,1.7913529985032,-0.249761657871661,-0.368090272466776,-1.30234155743256,-0.937194388127089,0.447341491133538,-2.10922466608502,1.47162997851318 +6.50986944232753,-0.837404647022428,0.234274361382477,1.46795185075542,-0.808543941942926,0.67819618678306,-0.55800267837276,1.47093844211445,-1.13905302783973,0.256558195461321,-0.830071844763151,-0.0628899117714247,0.685402535264987,1.39019147665345,0.63346825919414,1.57425421721249,0.194003930869577,-0.345625644092963,0.327474477647923,2.04575916780703,-0.091088513611117 +-6.1559895635454,-0.715752615389938,-1.39149989717533,0.377741731949053,-0.471967734100534,1.65122806816979,0.0468519669260487,0.487675681958372,-0.0148907798092138,0.328227138059758,0.594025617207025,-0.369084227654451,-0.704084236771247,-0.723629797341878,0.553986615916827,-1.34127859949603,0.206700536512897,0.369373359508546,0.526511908055963,-1.1852201854776,-1.12621449119199 +4.63247137538574,0.374820958042662,0.317813277684331,-0.130765991439146,1.28296971211529,1.25222613558409,0.362870150064237,0.652213436235286,1.75988919926804,-0.370788415359187,-1.42538509284531,0.651648909265217,-0.832580300080616,0.330536831996904,-0.106627527412087,0.846451701197204,0.745837958528722,-1.66539722343062,1.2703470044207,-0.103487417088637,0.863858327999241 +2.98450034182683,2.38332796196972,0.855072852304299,0.653197381100272,1.02029186585912,-0.209864099502363,-0.90686374510164,-0.414453485545018,0.636194662940258,-1.06086716937533,0.164340779140757,0.119175854235416,-0.590313654192846,-1.31528638231144,1.57145849607077,1.32727261583075,1.71536089491632,-0.019201559209328,-0.394116429800173,-0.39351411912916,-1.25720649245382 +2.88474459564289,-0.46391296156182,-0.300574127408493,1.28436952183957,-0.530277147239038,0.148534734106633,1.05903257763221,1.70782732669688,-0.461941833208795,-0.0611028231262606,0.12679842686085,0.0152670476328236,-0.683037275293643,-0.395460009803075,0.797436985258303,-1.06898326689044,0.424122489657021,0.803717955297192,-1.93190023689993,1.33862973568058,0.990252835105311 +0.43948707467195,-0.426500402118622,-2.99778295733103,0.963152880318901,0.332006090856293,1.15747968446724,0.896503688891591,-0.0691008031625482,-0.676473930513311,-0.210818382629251,-0.347370395446946,-0.442805734687176,0.10312655149111,-0.624191657404522,-0.011626795842753,0.115508994991341,-0.397198344207032,1.06750587152249,0.885470186975412,-0.0434689046477657,-0.698206032607792 +-3.63050873137246,-1.7030952143982,0.12280134682173,-1.84526392275624,0.941182340617492,0.987120560074299,-0.239288092655815,-0.160616301747697,0.544788400625388,0.234767661494333,-0.513395306008611,0.474117374385281,-1.35378833717565,1.80609618354188,-0.330921581628105,-1.02230469110107,-1.09567060968687,0.929168252621903,0.719356896670983,-1.23707048352374,0.106181911922331 +-5.47953591458126,-1.04149735602985,-2.36168157746245,-0.821222208755761,-0.33993193028793,-2.09724925310176,1.19764886866674,-0.88633812540716,-0.14739630268724,-0.924632882648241,-0.553267982638655,0.682301994085588,-1.83834608870759,1.27885681219692,1.39871506681399,0.589085884656547,0.985464392713277,-1.88728818470266,-1.1792818912112,1.6104867960884,0.596506621818459 +-0.502237984941284,0.768734962012234,-0.808327923203117,-0.407052619818227,1.80089884576341,0.816057306246423,-1.09213085579606,0.587452967983763,0.421788827182665,-1.42373637109081,-0.667994684728286,-0.168043908955005,-0.433871222382423,-1.631873141546,-0.319101030576442,1.80000911014793,-1.21817673875679,1.32282236223187,0.589522553791536,-0.285694251130316,-1.2063779791452 +1.05681622162098,-0.74532037743636,-0.855474799693943,-1.56117076101712,2.22635375717011,-1.22223730974814,-0.0127273932522988,1.17036118359916,1.13903663309281,0.511331799967046,0.063028472327126,0.619756382076808,0.0239485474932477,-1.63655828971795,-0.24526082467448,0.385898093949816,1.75401792205444,-1.02746386843114,1.17133126160548,0.831735238395649,0.88709543369913 +-10.9695951572309,-0.486471495507802,1.13212262605166,-0.531667226936259,-0.299760406377424,-2.07750888985971,-1.25937088565206,1.10454245332382,0.0257141542425002,-1.26944622030944,-0.945786810843788,0.951807870496079,-2.19554714874237,-0.740777347733043,-1.00322322320674,2.21398683086825,-2.22984433679884,-2.29988879797124,-0.368265305772493,0.552359960250545,-0.981750787241494 +7.35480580848059,-0.353039444838667,0.705827671386447,2.412307941369,-1.69360732140641,-0.258204281167573,-0.0497556909470965,1.04787849413918,-0.701094340620705,0.261698806461141,0.700756125594024,0.271247088444462,1.17272358443453,0.625175137539374,-0.0129310337349718,1.53925135783252,0.445400979791117,1.1509067613901,0.692607476582272,-0.938110160323987,0.634887417699531 +-8.13012465255161,-0.0623005243988452,0.833652044409874,-0.0949085861403095,0.423434357354441,-2.02793767774866,0.371887433392041,0.272599553051797,-0.418934335500156,-1.8526441304969,-0.869149090821809,-0.364084954039212,-0.895621639773083,-1.97608926986578,-0.251471494419274,-0.526037534967702,-0.796305774782504,1.41162152851296,0.993126576200349,-0.406969022458285,-1.70249936144514 +-3.16887156596538,1.61961510955958,-0.349970277106237,0.303322432069852,0.738391220896113,-1.73530528759052,-1.08575049825726,0.102540041008193,0.804014148577174,2.0628131754576,-1.18388964601107,0.388311942943417,-0.87958515546049,-1.27641829497093,0.50045982362279,-0.317775156570997,-0.799380127607593,-1.45482064601013,0.403251564890364,-0.23909435719933,0.277536294547513 +0.638384403277443,1.24621140625639,0.192777271117124,0.907514048091193,0.120110369868629,-0.730179355286798,1.39521469418064,0.704215541548157,-0.94388219405412,-0.771768408097656,-0.0275018501763478,-1.14111447051817,-0.310423516675336,-1.21793002300552,0.631064439473459,0.984791469005742,-0.711786690380741,0.602307926382384,1.83630033146369,-0.202138867031754,-0.648175423909835 +0.0675416807254133,2.00858995573927,0.367372858266337,-0.267443235683223,0.196152741030775,0.842639032385791,-0.551237631609922,-0.113283546084132,0.37288458271417,-2.16587219279433,1.22979859875443,-0.379054224239227,0.033868132003769,0.0862352442923308,-0.361637862743732,-0.869271083493892,0.483882153669661,-0.831566243491673,0.354673182164344,-1.11222697694739,0.846760706798197 +3.5429811609215,-1.85441951282407,-1.1061993804371,1.33177863144933,0.0784289984860168,-1.19310767759257,1.5069481713217,0.312277471130511,-1.11438048566813,0.496141536597777,-0.602605623963087,-1.85478161462304,-0.0305745109826442,2.26448607684525,-1.03640600635724,0.512304271347653,1.50303061095301,1.16144956653632,0.317931186076415,1.7107311257268,0.774319234762489 +-2.97657603849714,-0.462714382489477,0.92224651734178,-0.193335089737074,0.0434748423210522,-0.791146904591202,0.0230509957643325,-0.98576798947104,0.0881726480443261,0.648954488334357,-0.858419831460597,-0.166962990374045,-1.41139561375463,-0.689737156536863,0.447352396379739,0.28417039213926,-0.0702652793037149,0.755430845653432,-2.13726154598213,0.100321016083241,0.99781432482167 +0.145902558359208,1.04310383332729,-0.245992173078088,0.741123062631865,0.595588881910423,-1.2815006149461,0.143101625422605,-0.493743418905132,0.534080768324404,0.384208471918693,-0.133681890001719,-0.555217316973011,1.24031112274502,0.13118927362689,0.269754135466467,0.359531842934287,-0.2891448206206,0.650379017272726,-1.03970384146752,-0.822714246453432,-0.854186584518993 +1.80815570618492,-0.303837521371803,0.567172280869826,1.57845360692066,-0.813343441909389,1.22346884961233,1.7918897219339,-0.350975077267548,-0.78005063993143,-0.726269500686659,-0.30764484796635,-0.492064296942949,1.84669141407227,-0.799378283525852,0.231384653946154,1.91193682952205,-0.385698126075427,0.307355627282649,-0.614578850258361,0.536948100741202,-1.01284319090719 +-5.77157950297151,0.318080700037989,0.512749435095261,-0.904733903469212,-0.893552276925615,0.0411930454686104,-0.311406870961356,-1.83769339350445,-1.05010854571925,-0.00525804554889023,-0.633771235309818,-1.27683807603127,0.379300474213992,-1.61749094306261,0.978537715186681,-0.551922450340493,0.955066781576746,0.49218137986875,-1.23897227241138,-0.612648675121957,-0.529308930072976 +5.60899469600863,-0.648749008450818,-0.667684619807659,0.616543559714677,-1.19211156409486,-0.0806847814288995,-0.640800241287472,-0.750223928478173,-0.217475815803784,1.37269165209928,-0.0281414134415906,1.84541884141445,-0.738445529888114,-0.00732210857512361,2.00746828626201,1.41371490887669,1.08985262287865,-1.57083442003763,2.04181679383177,-0.0591398674935187,-0.208547672530742 +-5.86054924786996,-1.86890434352981,-0.381603242549168,-1.53445317649026,-0.383230469250862,-1.58189172259986,-0.483332144073381,0.384964433260755,0.1299824695779,0.96236671688686,-0.810526502153857,0.622136085667965,0.151638134193037,1.64046417366091,-0.678341632949658,-1.35573115653364,0.363491341485261,-0.989803307361184,-0.452674882543979,-0.729687867815248,1.16050962466045 +2.15021136818421,-1.20699657864546,-0.799727934453861,1.16377253499909,1.09303977548601,-0.977956953459641,1.63651810925412,-0.56006236167419,0.936124619247167,1.67394763178244,-0.815267993827957,0.0897555189040394,0.461437756094244,1.64736903277376,-0.68799379434492,-0.477805424203345,-1.01833096229467,-0.583632998056772,-0.348377517697487,2.0511728265025,-0.556725977357841 +1.08253953537779,1.89725805765655,-0.617080018385239,0.887281617466239,-0.36663392230383,0.38683632725625,0.679994591605442,-1.33644994338461,1.15190345538465,2.28100022947927,0.173985252117839,0.440031651364989,-1.39862622500427,-1.32144725080808,-0.165466505586834,-0.472360664491776,0.887112202193273,-2.65684577059006,-0.333407201975145,0.770148570442268,0.379744015922878 +0.620877857369277,-0.261585559466751,-1.69416337085841,-0.362589201727309,-1.60307973120518,0.157171703526604,0.888633122837995,-0.00237838407110726,0.34608460157562,0.846285791229332,1.58177157632088,-0.201474163861099,-1.54771821047869,-0.517339100103588,0.872598755727517,0.177513109553235,-0.199290059939034,0.860334610866728,-0.14946123698694,-0.137729650699688,-0.45429631110058 +-1.29914407853025,1.78798171613725,0.792407164556412,-0.0101585679155201,0.256370150484516,-0.545457066644604,-0.578538066452552,0.773929407752033,1.48714170687271,-0.112999443684135,-0.201702446108327,0.607501149818474,-2.16252762286258,-0.442735711474317,-0.678430541348145,-0.303505155789137,-1.2956113983469,-0.554871560353743,0.183943294361669,-0.313167335323709,0.669076472949123 +-3.32338062091562,0.867300515577598,-0.207996161828277,0.204462384209484,0.420155125508087,0.327774962292642,-0.568745332489263,-0.0108292221335048,-0.126373876925263,-1.61200524662373,-0.671895937772118,-1.23255702217458,-0.716070057801357,-0.512339016124822,0.136389050948166,1.28371113633034,-0.00994813739427993,1.31257077435819,-1.09179025014485,-0.772535139562246,0.488422365604346 +-1.74371089676918,0.702580937904198,-1.59672957870804,0.354071749022572,0.937156698937915,-0.969161781097823,-0.507720879258984,-0.125038565048251,0.36018978532209,-0.757317148408606,0.754107194803467,-0.823725815241887,-1.40735709628688,0.599436214166523,-1.19015760065367,-0.530689945584201,0.29823691148341,-0.231152229486623,0.938143905774716,0.544000180437967,1.10320235653084 +1.05838689487184,1.62353223954902,1.60456296086101,-1.14614185364584,-0.647246470119329,-1.51300593262038,-0.545970835202676,0.884190711164508,1.73677827400978,-1.89919028463542,1.17437215791162,-0.619765987211146,-1.13794401096161,-1.02539212113833,0.880164968521456,1.57703799861827,0.00266170586316786,-0.852499988826435,1.50432942471043,1.09488172903952,0.197760051465426 +-9.11485423598288,-1.59015870924774,-0.792333059179768,-2.65647024630499,0.122914977348523,0.236135326730878,-0.79717492413298,-1.69496674701888,-0.773716825396099,0.153582600871016,1.67988225243718,0.122721217024089,-0.616290750000509,-2.14674169186786,1.2770196781117,-0.696617941211563,0.506317065480163,-0.0416548739073999,-0.581294888433169,0.117363889778089,-2.31145661499065 +1.96227035124028,-0.609991214522565,1.32649606848497,1.93085557571847,-0.062605553167844,0.461139171853786,0.95734357933455,0.170121295527793,-1.38559030616138,-0.701226341255224,1.13552691560291,1.43478746439585,-0.226744461483264,1.17920058185397,-0.401091143279732,0.807690312118208,-2.19373331342769,-1.05062566984017,-0.544808142976322,0.212825926366979,1.47379445170754 +-0.517179146868315,-0.313281133735337,1.28431813177643,0.622764983974726,-0.406021400475208,-0.964499866421569,-1.06310191699,0.122087894132865,0.143823776549084,0.397529506801053,0.965065831140506,-0.203193840355426,-1.31943630662982,1.26931061565266,2.03816164651801,-0.76073503276476,-1.39192361273174,-0.99159030692653,1.96045597911279,0.331006749566825,-0.703871953152642 +4.88824282099327,-0.922129768086484,-0.263980342735761,-0.618340448184356,-2.40969442489067,0.872764434223685,0.810101874919114,-0.103692363318452,-0.303424148964727,0.23693530931408,-1.03337041104394,-0.998326348642592,0.252395031708838,2.01149538803652,1.04181515499462,1.79410648321755,0.101176334671526,0.388827123885288,-0.626384974330344,2.74109531344012,1.23119468735678 +-6.12399269535536,-0.256480607956338,0.395268190570793,-0.365294008365038,1.45568701616521,-0.0359388916321459,-1.7129918778479,-0.14691033648864,-1.18619028073854,-0.471260516539992,-1.34073280131438,0.165873257543979,0.849493965021057,0.218023531045059,-1.1669039726935,-0.990004709047747,0.849775280577784,0.122562226083421,-1.5892081012502,0.727323344849001,0.767240869855565 +0.732275336284639,-2.08285463723404,-1.19649156472227,-1.35990399593812,1.59793258270005,-0.117375483002815,1.15371635436027,1.25408638111929,0.65122269714093,2.4722709176065,0.429556798075258,-0.0467202155079419,1.04090889486567,-1.25997509852516,0.205361552808653,-0.376324695132977,-0.919361193730427,-0.186134483671998,-0.354944371705655,-1.41184920191196,1.64588436059359 +-1.03019961105844,-1.4171539793372,0.534807628157258,-1.03230216016774,0.382553065616674,-0.781613861482518,0.177108155032592,-1.05661390760272,-0.45982059733969,-0.0247908361352128,1.51372218812822,0.356143651791884,0.961075925959375,0.29460325318593,0.392441762949354,-0.142902246172493,-0.643291298319085,-1.53438507543688,0.381227761404074,0.141574723431306,-0.0349043401974041 +4.78743354806699,0.610781009704744,1.52500239258603,-2.57405736379313,0.593621756356874,0.557898907856017,-0.0183206653829319,1.32673050730299,0.115054625348213,0.587186201959542,-0.0961361321305964,-0.392717848429033,-0.335475097398949,0.981866082747438,0.668634526468331,-0.291494262983201,0.308588240322354,0.75847478747889,0.886939508357871,0.179759487241729,-0.302012882528823 +1.08799297521051,0.241520797914292,0.875430332033577,0.953969628154028,0.183929062746704,0.720306867445867,1.74721287907636,0.0611602065931084,-0.653872947792821,-0.374168152586217,-0.311997038827151,0.193618923496497,-1.50954779888216,0.952775012728747,-0.565862621467423,0.0772392833233107,0.0232185794133256,0.0674560447786136,0.0793175047395142,-1.49294922224326,0.495342588581375 +5.02265555084588,1.3039648225257,-0.570882536059472,-0.43439803713675,0.67833621973879,-0.573235643679863,0.345771163436787,-1.00629672203125,-0.318912290288288,0.615793426250717,1.61438456132338,1.18689848158025,1.62407429481031,-0.991882788448428,-0.518634565303887,0.870227503001575,0.432160080896781,1.34701043040611,1.30111541238747,-1.52303805729177,-1.4464179811251 +-3.41267880920642,-0.334528577849582,-1.13191723330098,0.448297256898215,-0.0101233391023632,0.933735044685178,-1.35319454550189,-1.96513192613939,0.113008734739248,-0.806591407964791,0.280216690058357,0.0463771738295732,2.76165113766887,-1.43466875392265,-0.594563962354774,0.304142838156993,-0.627520891741636,-0.222253297806685,-0.178787404076154,-1.50585028795145,2.04639586763469 +-0.687759543002661,-0.384539895488476,0.243478577036366,-1.39109381268423,-0.18329142549338,1.37869204138209,1.8338607375485,0.498121873575866,-0.162358003566666,-1.77916325906459,-1.18543783824982,0.333385663786183,0.919968919007841,-0.220556310238721,0.035620384674187,-0.378075584209907,-0.20503336371353,0.180198790074196,0.438618458210374,-1.32694781488452,0.378082877832049 +1.6969482887279,-0.421168211981295,-0.899207505842098,-1.12908863096639,0.409091183899171,1.03014921983854,-1.99144859181028,0.277518997996791,-0.939426470677387,0.938866533449794,-0.116101146217403,-1.0080463943791,-0.887650910430703,0.383958603582401,0.58393122674373,0.243279330529792,2.2101230505384,-0.210442693548823,0.753116474115598,2.68392453983329,0.202297371309098 +-7.80865315846982,-0.958355232914479,-1.2789298150686,0.459947083512345,-0.152109662972815,1.16535453565847,-0.392181091373422,-0.581789679071564,0.834795262108166,-0.690043611288249,-1.31788157185373,2.40657757013625,-0.638184246844461,-0.194162630783729,-2.11927240140891,0.540438004661043,0.22349119516816,-0.684425869831102,-0.876768767737951,-0.369318470329272,-1.27932066360542 +-5.70027968125985,0.249116308442917,-0.61392811169097,2.2110166700234,-1.27572114762654,-0.825221989885574,-1.98675861359124,-1.40292729298258,1.94967801150091,0.0902065006507295,0.0827963842126799,-0.192977669863128,-0.674038164412378,1.52974299125672,0.702692331264248,0.0163010528905175,-0.0189629284015146,-1.28508117480253,-0.702586091302911,-0.902627544698434,-1.65870405094106 +-2.44496362837026,-1.17887936999387,-2.53388012276959,0.676743030765526,-0.97876884673413,-0.241794363112585,-0.307856295234356,0.777159827175207,-0.825439949684968,0.411075024388993,-0.310588329417212,0.60630492643443,1.22157090491328,0.227933192662479,-0.935694712840364,-0.384026946542644,0.401018174104562,0.562929460097148,-0.371282287282901,1.59091733717728,-0.0791865019654504 +-1.60597130448562,0.49559328314573,0.808523050062365,-1.17925361907873,0.0618289696970891,-1.10360883149661,0.992632764989955,0.449171192904458,0.8185297448414,-0.561521889494068,-0.989958037690912,0.343238515699889,0.143521140517015,0.113286004679554,-0.16753574484459,0.819020448478764,0.25227029730278,-0.948885384405023,0.368800735215471,-0.473388197358118,-1.5942073998807 +-0.17625056698881,-0.177704306126236,0.384843301882082,0.877560111029362,-0.49282276358481,-0.608424328865909,2.07550078373938,-0.873777307791749,-0.251689911325035,0.683310627915108,-1.28236312985737,0.547607666941621,0.149451471558673,-0.60858092928075,-1.29443212160559,-1.67592696591004,0.703402019747292,0.418551112962527,-0.432213829260687,0.372772427349336,0.105313269218482 +2.60847443375963,0.774733935719587,1.19828329885228,-0.896627743640059,-1.8777820093795,1.1654355995388,0.0465628418587549,1.37008860909841,0.636214039175967,-2.35909845163714,-0.977080279155857,-0.524562448000322,0.161388493472638,0.681127416404356,0.0446961816205574,-0.195751162447304,1.90160490027359,0.18255324176892,0.323394665289149,-0.252662205140832,0.0751217271090995 +-9.52872625098219,1.24794637649306,-1.87983886122985,-0.83999482807436,0.110269258982138,0.478115386128239,-1.08741841311837,-0.459978223711714,-1.05887011054613,-0.645514173274059,-0.192343723853123,0.0181418860534206,0.465484733506015,-2.22978123767455,0.522540494644536,0.399001211723975,-2.1719798479218,-0.815772811056289,-0.327350306683928,0.168850185639044,1.24599918771048 +-0.108203697237796,-0.416216757497457,-0.00720924142787905,0.35770047646896,-0.143730064174846,0.182445886031715,-1.25913730634374,-0.425999978215593,-1.08506428389853,0.325915666164188,1.07381024642744,2.73579948215934,1.02318398226154,0.701720266382021,0.309398641698423,-0.922520676872264,-1.3272821175487,0.40704203400345,-1.36022422072324,0.181444776961304,-0.39957323232045 +3.25419933892439,-0.42971793567404,0.40097340876419,0.836647967713133,0.415794909180246,1.19394833482621,-1.27496232376427,-0.035098300591221,0.302756995265931,1.0251874239749,-1.61537591138256,1.26600109608731,0.384376076640593,-0.109679811320856,-0.366776361819615,0.0522994968213039,0.262559289408512,0.616544998099506,-0.443501697351007,0.296338282397645,-0.738299206317974 +0.489446693339495,-0.0465252246593674,-0.0446069538251609,-0.765943776280996,1.5793624020374,-0.527539156269679,0.223165528296249,-2.11008397779436,1.25080001443587,1.20958136314368,0.206678667895342,0.174511620558936,-0.428606191028784,-1.82695891974444,-0.828110851232881,0.271231191694589,0.822533296740703,-0.555108657943185,0.278914600159061,0.572411885865763,0.445096475876876 +-1.38138497762117,-0.658591540594635,-0.519363190008093,0.709686300897458,-1.3577074419269,-2.12286169880007,0.37773598281979,0.131422799210141,0.287032992128012,0.00856504233587014,0.340205394135223,1.75994170892299,0.389033420105204,0.212797120766581,-0.880467626095857,0.371599096637633,0.868349460219187,-0.308902588781792,-1.49138640035925,1.62804974233366,-1.14598059581835 +-0.840056683525733,1.60258407676699,1.49875892261331,0.784942486007874,-2.71866372622765,1.14877790920173,-0.0965297237088413,1.37550343522618,0.134579517198189,0.559377494568968,-2.12126824802163,-0.139012209666776,-0.15179530260921,-0.178169656954791,-0.241846316524311,-0.860445450757103,0.133267423811405,-0.355221514296836,1.2856628079668,-2.15099649156227,0.284887391536154 +-2.55020849046693,-0.0636720487547397,1.29135413692564,-0.836931198193086,-0.76940099830068,0.0198998112703305,0.284354111873917,0.312696830449117,-1.28041307047545,-0.0953783736565617,-0.604583204499033,0.122816166820625,-0.364848102280403,-0.0433018813751714,1.57373397089681,-0.9389628449889,-0.852399500456391,0.38153008966678,-1.18025140862477,0.0205959711663998,0.45015148441249 +1.48210157757844,0.868827634114335,1.04605764205914,0.00851770578087764,-0.438174874815779,-1.52993629698281,-0.331223930903298,0.898366449911187,-0.780976507674846,1.20769375168989,1.15354081921043,-0.181726126225351,1.45717772001312,-1.26865842829734,1.68614631188646,2.00428865789518,-0.627446450120851,-0.367376426671495,-0.855421307873096,-0.361467595070321,-0.999660535385906 +-4.34265462338259,0.378375480525493,0.279653840273741,-0.678479801324961,-1.53173839308558,-0.574545573704975,-0.987282789361569,-0.784322611354917,-2.35897837194775,0.939052365118471,-0.638259131035277,0.28704369232419,-0.0660433026213104,-0.252198028162776,0.5599840946104,-0.540647720131569,-0.0207391624069711,-0.0603755444097343,-0.287903571250206,0.763436415725063,2.00860736077944 +0.768854828663394,1.41568816870243,-1.03628198172096,1.6891596881214,1.0916004726054,0.645087106876179,0.23721508274842,0.613835826616741,-0.416718237632984,-1.05583120126845,-0.0054021238752534,-1.09277174275618,0.227817383427378,-1.77756000135591,-1.2278943207261,0.634836484651295,-0.470460111152846,0.340533696311186,-0.134347113971854,0.759684584231283,0.70988912066081 +-1.38036477432277,-0.209026756578789,-0.163684905224377,-0.871892184303481,1.69665453879701,-0.137450666692618,-1.02021074143034,-0.453788706232959,-0.133694783321088,-1.15198600201762,-1.22351681517923,0.478675019156958,1.63142457143649,-1.12336339966292,2.50226323943065,-1.7119545178519,0.73596012185237,0.798012439124658,0.1805914297665,-1.35084363083106,-0.3044741739948 +-0.937363014781806,-2.67804459234963,0.191229385385281,-1.0263331145149,-0.451400787310134,0.962208162535756,0.356514897827744,-0.785387954018275,0.366924192628437,-0.270236755037075,-1.37071668882141,0.285166244588944,-1.39430056759467,-0.924656069773994,1.85974851797745,0.894598375117006,1.53991522209128,0.810344614295783,-0.348605859016271,1.03175340131241,-1.12741752695998 +3.1154735399091,0.609180470956189,-0.7052474749049,-0.47197265304549,1.14337060644509,-0.288887205052354,-0.175193581799332,-0.0252596675443871,0.0382205688670811,1.66727578520408,0.655053516366303,-0.248543772113583,-1.84764908245163,1.13708670574544,0.860477306317403,-1.68106144788814,0.193310918227378,-0.279508840565978,3.15659091477554,0.653218749204703,-0.355586829564592 +1.87319166507699,-1.03364017718239,-1.41665063378934,0.724027794046032,-0.684815579088347,-1.79892988312321,0.279617446022068,0.72396691247377,-0.0166054846857939,0.0589043550727814,0.273696067753525,0.132809377409093,-0.312928505651309,0.00209520014463651,-1.0782161614576,0.787138375701947,0.837921545153639,0.403914671362978,0.751846613678393,1.01021815107036,-0.178184677019954 +0.829842019112516,0.497391496417443,-1.70173150394035,-0.313053657868627,2.36440502600851,-0.123583695048862,-0.529648250898057,0.368704409428521,0.632344269139056,-1.06168012912313,0.72328961524052,0.00197417232553877,-1.53543138408412,0.619631691973974,-1.74874409430488,-0.287701246359193,-0.610336557746656,0.0120115816941051,1.69297345792407,0.951061800152185,-1.1674541172823 +-1.13312648210963,-0.973892336533007,0.672430758821021,-0.580625071197618,-0.489756887399799,0.823788951463498,-0.46159326803558,-1.26129353493328,-2.00116983008467,1.65666271491036,-0.149771443034212,-0.564253065493153,1.66372313082212,-0.279172260011083,-0.0433367286536005,1.69138087698756,-0.245759127486298,-1.08438861711403,0.389464955119794,0.397967721562413,-0.10738188482983 +5.74872142766384,-0.0944719078341068,0.110628138435812,1.45430777406616,0.503025300074541,0.282747285385008,0.541126120980584,-1.48942486101489,-0.995094941969619,-0.501762292142603,-0.44226922183762,-0.336397081376173,0.583858611338579,1.00546748797231,0.110542437453391,0.534686688647905,0.180855084834655,1.03572333010728,-0.87508460963307,0.273815674709615,1.93779987597033 +4.9992604505511,-0.55397669395461,-0.377901415356313,-0.41639860541845,2.32084823927104,-1.16198499826329,-0.0440982474766177,0.567642024099459,2.67932772595498,2.17465640196342,-0.32923421142878,-0.233882758219776,0.898061205477048,0.0373261967521273,-1.15883424307885,0.628288478414527,-0.758480967603081,0.71444657628436,-1.52807055016647,1.1487182390626,-0.242061026914987 +7.31141331234065,-0.245759575807179,-0.1007124366858,1.59991831379857,-0.769301963447829,-0.953345142077998,0.866859090298489,2.49219227329214,0.0725425888502596,0.71571378195983,0.984454474110333,-0.821009390429243,0.0115857030467538,0.264582683352947,-0.0201342250423956,0.594578648347569,1.41584137597868,0.491884706064536,-0.4686218696326,1.12022108995793,-0.142596105419004 +-1.46065573975782,-0.654785608807158,0.874111203825203,0.275144616430432,-1.40208212769644,-1.41846337868743,-0.486842940177155,-1.67619127923794,0.266479014128185,1.21842560917956,1.14622734079485,-0.230495426448181,-0.41905376310529,1.43952377315923,0.307755846316821,-1.42192202187466,-1.62672642330048,0.147720815415558,1.03307118708975,1.14968436450414,1.00830350275469 +-7.31056967600964,-0.983805242713974,0.325252052954284,-1.04450828538759,-0.690312096963448,1.40439674425953,0.0747136280376168,-2.6830671431967,-0.420175021517513,0.269350593714248,0.475757715595946,-0.980385820330137,-0.0740241291948246,-0.803888712035117,-0.136777742711254,0.0978011823655402,0.445815161705152,0.886590188128875,-1.00249143237873,-0.742881806623994,-0.638866629261969 +2.6222495666594,0.196407460672124,-0.745857557931214,-0.548833245346764,0.142612317003725,0.261417817792501,-0.581744123494543,0.540039126475525,1.57152427907666,1.04650922579292,-0.364272828703138,2.00961974068957,1.94798854592077,0.901679072512151,0.94076689867577,-0.893632144622973,0.0738512870914991,-1.07248217015279,1.06388996770071,-1.66259632844571,0.837636543112222 +1.26975708608681,-1.21652631223445,-1.74592004754322,-2.03295525656107,2.39533545046127,-1.32304165164515,0.78828445003092,-1.78144276769291,-0.00179870784842566,1.1552710867526,0.22283217933951,-0.739617364709573,1.03276730186121,-0.634715138586081,1.47205868447997,0.104376749844672,1.57523744764391,0.227690938321735,-0.983983897683945,0.897032769489074,1.40329553827995 +-6.91986135539185,-0.285042864419352,-0.0322501141404108,0.709238546291239,-0.127529920704988,-0.202460946792598,-0.476561414113183,-1.26604454828418,0.459399733035074,-0.618463242642456,-2.10939986251643,-0.964582594460755,-1.6133398599442,0.58829744355541,-0.768557091146599,-0.887106265725864,-0.139032294381257,-0.0537132872252485,0.60161123514573,0.952188874351107,0.592508424495002 +2.74502441222542,-0.300346064814908,1.05046973861636,0.953531669644948,0.594365060974099,0.971212462304579,1.16139988026019,-0.201450870849193,-1.20719484721402,-1.25689361087381,1.18911281419211,0.951272932982424,0.930535165416631,-0.838160962087862,-1.38844426309808,0.198032976524615,0.829516051641253,-1.0580692135816,0.0812697481768777,0.264005167543711,0.730890607844239 +1.11045468976436,-0.638620500617601,-0.837461902058946,1.40517177981146,-0.915443157110251,0.0479117470264294,-1.37474094962116,1.81400003389976,-0.662496618776389,0.557090790916777,-0.87294362862226,1.06246326493084,1.14614583000771,-0.276302540461397,1.68975370931199,-0.75604999953864,0.984508185173359,-0.417038628546227,-1.1926462311483,-0.799225395800291,-1.48065927291899 +0.122181882412879,1.74284789606923,1.17339597038002,1.08529850650252,0.00270470677147439,0.308845964341002,-2.5750526804804,0.635871209275836,0.736916351001092,0.522336407026892,0.312413507300808,-1.94066377988454,0.08120732114197,-0.07843356175412,-0.991670810528043,-0.776434042353092,0.831949128791687,-1.92103682216419,1.40041165351494,0.416885248967557,0.516584672558543 +0.44209329094393,-1.86940059565442,0.604252315496935,-0.032611212123271,0.776622964726015,-1.08941936381687,0.324113798784052,-0.155827097572134,0.385296812827488,1.45988079607647,-0.796664067842824,0.788688020002983,-0.719583917755831,0.300749570656164,-0.120593023835389,0.924172279851459,1.45913357235143,-0.840738081160176,0.271399632131578,-0.608195378896189,1.0078312653513 +2.79730475850618,0.0311844918990805,0.837057965466845,-1.26391772341813,0.188252914531445,-0.339528097365331,-0.956878018524764,0.816575243244745,-1.22878377036928,0.902899116963856,1.01274397656332,1.08110760626234,-0.113380938317695,-1.4581485762677,-0.87556230644994,2.08814951980945,1.15591906238281,-0.290751226639213,0.138919195096954,-0.307316572558748,0.351018180020685 +-0.683621053001821,-1.20911412955621,-0.489812345560686,-2.14232266577784,0.535680786122235,-0.0474836333930668,-2.06831707782017,1.98564062427561,1.22677287922943,0.556833051166182,-0.513508568092223,-0.424520932487033,1.25414523190274,-1.54447807768269,-1.02356330998631,0.733318324673178,-0.219038778755459,0.824729235762229,0.503894298793802,-0.138295586763915,0.553473149375933 +2.52505202122459,-1.34105094793775,-0.208413724717759,0.111499379136368,0.655271334326398,1.12089092102741,-0.248924743120032,0.758217970811567,-0.836684581599823,0.396320838561131,-0.988899096675181,-0.488624252889289,2.56464219489345,0.0400429954829052,0.866082400779797,0.45600075686038,-0.382958220219972,-0.490066559163652,1.21214448593206,0.722726629768886,0.32320544695484 +-1.01573522764866,-0.0457072264322655,-2.01552067270721,0.127961556026101,-0.826311889801877,-0.517410532657352,1.53070302003391,0.967346922867014,-0.596981135793933,-0.494227842580627,0.386114080164857,0.907618096361683,0.816243080520062,0.552129695688453,-0.107771526185977,-0.244234160366644,0.616623929056758,0.0294920228351355,-0.449531488815626,0.700075749869512,-1.26954613882862 +0.0709019983797842,2.18799111569512,-1.03488419969991,0.0782085152321138,1.87229020568104,-0.223877836376218,-1.6570356153975,-0.474203639508585,0.661657110996908,-0.153242392979167,-2.03938385204351,-0.889470740169274,1.75043787051661,0.289577221818923,-0.339584351163271,0.275896308371944,-0.224037384931551,-0.925264844353814,1.38659707589587,0.795447162605812,-0.911280945282324 +2.93110326641868,1.42209579552564,-0.203067276753572,0.732601013604216,0.212334342146082,1.57198972749152,1.6560268225559,-0.499095764529026,0.028383103399768,0.796396435883599,1.6060202750512,-0.703251468610701,-1.00792001624725,-1.88395844176698,-0.866036755309747,-0.24347263799144,-0.970901592864499,0.390917686310533,0.41068728474396,-0.481488510608386,0.284611992549394 +6.06249063476309,0.183247021476489,0.204438700927508,0.579836367037823,1.29436979454998,0.969407723902587,-0.0713300792404177,1.55071670174879,-2.0515791282764,0.739554763807907,0.406551883585688,1.46957515641318,-0.538104857666318,1.06935910966576,1.57555373634296,0.428651909136379,-1.13968346510616,-1.40823707901905,0.649714267976749,-1.05749513113492,0.0731925554913279 +2.95195776787207,-0.652932838380961,-0.258421125536305,-0.648635306556583,1.24114465880473,0.0041488528842401,0.754251484984874,-0.998716021662363,-0.237649648264593,0.336952665244747,0.176855476847653,-0.374479354694135,-0.972882858465005,-0.661644471602714,0.760828908191032,0.268211710722732,1.74193646074804,2.1423221605345,0.0422350404357638,1.03753507263051,-0.595724932645329 +1.00815299153172,2.04255931610422,-1.21002796409675,-0.274845422696423,-1.17429994934818,0.51455355803501,0.161936698434986,1.74311558248556,0.234594718774441,-0.407894770403444,1.93420008303834,-0.760910227761889,0.498756189638869,1.11798389221512,-0.772026812035122,1.08313487567156,-1.81898322912455,1.49555074210581,0.536324550689462,-0.605602524025335,-2.58194440902156 +-5.62434735695972,-0.234491194840375,-0.628250878881742,-0.436019435225282,1.29893437256447,0.460124243588909,-0.351909671707574,-2.61059044725394,-0.610243533589143,0.644902474987083,0.469196818635736,0.106232760671219,-0.268921032333952,-0.444925057339941,0.34083839724998,0.0726706935477013,0.232988021491887,0.311183858924432,-3.53075044472742,0.667559777747625,-0.0313463651986467 +6.8999664836464,-0.891424766586292,1.54352749098028,-0.368882988410527,0.166766085017371,0.730277149946097,0.697670312031786,-0.92583491402757,0.624178975684881,0.0922343080069233,-0.408762571532377,1.80845661031295,-0.460931943846805,1.29043155928482,-1.10247736349836,3.0966464424811,-0.557631924872392,-0.137421913859575,1.09816011152557,1.12390696250379,-0.342888153541569 +-0.902703516200874,-1.35747030552191,0.656616484719929,-0.138169746489572,1.30327799218786,2.00714262976357,0.657779672183208,-0.277242307101365,0.498142319466367,1.23950771926709,0.404287946029947,0.0495664692951462,2.02560538815313,-0.939067165704231,-2.17688564426847,-1.66659342025145,-0.0254414698765214,0.0027224603707575,-0.384593332904838,-0.948735878503984,-1.31292485916098 +4.39474990639822,-0.584027988054509,0.20284981440345,-0.390220183144145,2.55677474457084,-2.94737970213463,-0.0938174985191981,0.312743029284943,-1.03483125996188,0.69995985940212,-0.221823256258625,0.999382532822291,3.15199276016432,0.42154750204234,-0.158741716653663,1.19378268895227,-0.721219655796007,0.954137316094155,0.0409178758777074,0.318820858958103,-0.0727804154178492 +-6.53196884254988,1.66809511696324,1.00346115743726,0.257959506075253,-0.980330190366254,-0.522645422281943,0.740798117139146,-0.448352741372353,-0.77353607155535,0.585058369468093,-0.538775007279841,-0.675347209245641,-0.918143802145836,-1.23173859972638,0.649873098983443,-0.87047254414746,-0.0565649576128483,0.834539474261649,0.288135737688447,-0.436412625259413,-1.02136695795185 +-1.8961886086806,1.08574335585037,0.873471908234304,-0.593289703040513,0.47788785434581,0.327383678389044,-0.23898800515273,0.0914324196644584,0.810357886441561,-2.08257178597663,0.669446975182873,0.236698451275753,-1.25699960117015,-0.946311391369052,0.394458613322991,-1.51005122192961,0.573747443192559,0.286988642683006,0.618951789647424,-0.511591757365104,0.249966066058646 +-2.38239401101512,0.557528328618703,0.260965571589723,-0.619076611627228,0.200327217371187,0.737746379244917,-0.68472453045653,0.336708014239969,-1.06847892403272,0.33070538446979,-0.355771808185308,0.209493164741312,-2.03562672881799,0.527127532972548,-1.35859354527874,0.12225996270765,-0.452174715820249,-0.0883345208822888,0.22058829247116,1.63066369489223,-1.05939237413179 +0.994828500446667,-1.63683281866016,-0.569316772437744,0.990078148044001,-0.0667560695980225,-0.359822560856931,-0.346341457723951,-0.90904857858233,-0.352867984136197,0.694886049578039,0.486482906710187,1.07193607984841,1.42778711108203,-0.389032817505455,-1.0253710469114,-0.197369939601798,0.374562477890547,2.17621106162735,0.5435546272028,-0.78489760494716,0.166755315769057 +7.01190515178997,-0.271538029632115,0.54319120981008,0.794095067196444,0.243241977084602,1.3994991027659,0.863716026427822,-0.413400293718665,0.559164299295613,1.58413224189568,-0.592029788387151,0.946993996694588,0.749778531965551,-0.0590538335803325,0.432009886296942,0.226080271603877,-1.08961388110829,0.41592522203604,0.138954450979932,0.601786758257174,-1.13206471197483 +5.91672384898717,1.0917985539091,0.550441512016353,-1.62295607773568,1.57319640687834,0.9632588324825,-0.530344094734917,1.36554080422223,-0.0243241883337106,2.44930757367489,-0.234273717903365,0.822861538518475,0.372195065531186,1.68157138847928,0.558541496266983,-0.618367509635781,-0.303979087072824,0.520110411732133,-0.25191378896344,-2.21675552049172,0.171391121991044 +0.377843337120382,-0.313753260213032,-0.936678117978231,0.46563748749749,0.407858603509056,-0.259513390174548,-0.802987638042128,0.405030974761519,-0.282411681636098,-0.859234614010954,-0.828417434699903,0.0650995199266611,-0.190031125533338,1.6296031204274,1.02657724891983,-1.25494212517792,-0.144115735513645,1.0044477746043,-0.212893596569566,-0.286071784456238,1.30342736263971 +-6.5383016139783,-0.682023897202607,0.403899727307158,-0.633107007450305,-1.29870838603683,0.0363441473073128,-0.341567373899294,0.165346558505273,0.487067752698875,-0.597166261517109,0.15729549370317,-0.857765084507517,0.645660685674606,2.20130665180802,-2.55615315704158,-1.61763209424827,-1.40732248308599,-0.463776222920916,-1.87742222949604,1.51971890938932,-0.0424918951691724 +-0.166013079501906,0.0520806864869834,-1.86209325725213,0.914717989975128,0.109279354211339,-0.34462941066846,-0.656818422797257,0.390386503123652,0.415131769035629,0.0327095167461395,-0.0305219740394836,-0.364683424573522,1.53914797733291,0.23112064057359,0.422330786611589,0.51122751844457,-1.1629520748046,-1.73738760965388,-0.845735289526441,0.112416195827757,0.997723299589835 +1.61738048603402,-0.709296467839587,-1.56540031416524,1.06699320073731,-1.10912012463099,0.134616355700979,0.144470379159554,0.278627368142182,-0.762531310427872,0.549606317621871,0.439881946267087,-1.11775096106257,1.7561959197204,0.815915238395082,1.11824445326675,-0.99786300797233,-0.539186107382285,0.171464909662427,-0.413011836214612,0.781558699001038,1.03209294298724 +-4.80548155097489,-0.354708314346325,-0.0314050968086982,-0.537761122443991,-1.20574188871439,0.0356989637971176,-2.06356747968242,1.130132397514,-0.073622512639177,0.799506264329599,-0.16368592403174,-1.67347967382372,0.0292647102835224,-0.987135769072279,0.8154392772256,-0.990018265660969,-0.783057199141547,0.360496013924787,1.74676473469045,-0.274144497862608,-1.7969882919192 +-1.73341709568915,2.39503334179611,-0.644570016887448,-1.92214700765836,1.28258736978739,0.678243752897217,-0.446202630804589,-0.694098233436602,0.0822688869937822,-0.173547871241619,-0.879768224307551,-0.216249263276712,-1.4458294247298,1.33452904354459,1.29577770323019,-1.08565652818638,-0.148209291700296,-1.3811212176501,-0.328407149742683,1.48130658976256,0.94020672805782 +0.309152173765295,0.551009936822662,-1.62280579284382,0.567620305109262,-0.515492948295247,0.381164916740725,1.47722173871021,-0.635491487161022,0.0898376961499011,-0.0935712933249117,-0.396181702433279,1.38710971247867,0.318275979147767,-0.308602185938953,-1.2029980811481,-0.9779216883424,-1.05986357007834,-1.44548082531873,2.89311768862018,0.509205361602017,-0.14096549361051 +3.49576331492761,1.24878589516192,-0.408114505707046,1.74318959721899,0.491828394617006,-1.5648526019087,-1.16118304107527,-0.656442426973005,0.337881924028787,-0.26943412340059,-0.928085986036074,0.838754772667748,1.0120348216678,1.24736756826016,0.530625446878965,1.80075690619621,0.710072184019156,-0.126251496879987,0.568439232483857,0.013409871379371,-0.544313894472817 +0.881447529606217,0.0494701524457691,-0.0176683842503449,0.552121795873286,1.089374018454,0.275127728170377,0.987826811407695,-0.133238073049307,0.4211497091091,1.08616958053262,-1.31401320400773,-0.957112261983451,-0.348569995948441,1.1992123910106,0.50895633678548,1.10243697348924,0.2861293117145,0.905088110933884,-1.83089713576728,-1.77502917717657,0.0352777672965155 +0.448314528309006,-0.455548815270433,-0.154649872602174,-0.689046278401688,0.469086151092048,-0.712741200939436,-0.842929788672556,0.231401068869722,-0.807175299586032,-0.169919333222843,-0.112964186416677,0.716382533841981,0.0926069943845604,0.560661262939703,0.317353438029798,-0.247794236856224,1.36622665215011,1.42957143339426,0.828592455693775,-0.960983064217079,-0.62768868951711 +7.18561872050288,0.657889402027386,1.82177498977747,1.19121309310907,-0.873574572628145,-0.547687068697257,-1.30809050687426,1.73639768411647,-2.08916747971317,1.40933215062276,0.41308586496872,1.17378346693534,0.32013896967716,1.93197076584452,-0.467976869035781,-0.0653845041214408,1.23376755742927,1.01796821683075,-0.0383833578801208,-1.68225496172154,1.26271845437698 +-1.01398104710763,-1.48546741238514,0.669322259088126,-0.446997054894305,0.851004318773277,-0.536772474414519,0.709878036534964,2.03741518511525,0.0288991394314254,0.213322321398014,-2.02599935440733,-0.739919019454315,-0.202119392208022,-0.847621718053886,-2.13196585662772,0.3521590255814,0.375132144636188,1.09010334997891,0.0366917593329032,-1.04191519649669,0.61356278703326 +1.59132158050121,1.46918454895137,-1.49436761988188,0.268362221575365,-0.7254901996227,0.293433335914846,0.0910282010046314,-1.07114357724815,-0.859637224942895,-0.460017391974039,-0.237279274155877,0.767748195683396,1.35633040518743,-0.0134346844769345,0.223054730709893,0.100119547509799,-0.437851534432864,1.06403380723617,0.0253190800900909,0.880619343444227,0.124498654415888 +-2.53608911302971,-0.221761166104173,-1.18421218534024,0.566100355142755,0.548917419493918,-0.329727668888536,0.680306313970615,0.0106416763246611,0.397197642419897,-0.109154410624545,0.585825063436867,0.246850444905879,-0.864201698124611,1.73278395198152,-2.69061683874855,-0.256871056021884,-0.187800662663401,-0.126138241546965,0.470179560578558,0.345469649178959,-0.285476500593301 +-7.5970923604027,-3.02230321365538,-0.496189703291043,0.27145249518451,1.73960454376275,-1.00123232452919,-0.175901976408469,-0.721738412481567,-0.499893421557751,0.281338469728989,-0.477878954732347,2.32607268545884,-1.42399639988914,-0.717403465748778,0.076476331973208,-0.473160642424454,-0.152940774276897,2.0406856290889,-0.85140566501293,-1.06207764304474,-1.06313744070538 +-6.70628383674116,-0.869095539586013,-0.491039436309622,1.39376628029578,0.107431752662412,0.168200897478679,-0.648078779084405,0.525842117307636,-0.445617559820393,0.16287077428789,-1.00026356401057,0.118216056966063,-0.118439936767578,-1.42110400747239,0.789899083754814,0.645769016727243,-1.2976119280258,-0.0206245262829077,-0.977513613472603,-0.975726349238666,-0.799190950804229 +9.68213493336139,-0.413891554934754,0.318798508826852,0.120269883832638,0.0357071559516414,2.25797852198249,0.211376391252647,1.35321457046886,1.80662000657521,0.9049498756235,1.61125356591129,-0.37159962684889,-0.0821572416938354,0.65669577408373,0.2752061860649,0.721529714767147,-0.49835367942932,0.584434366735442,-1.1815300690859,1.71045978294134,-0.561935987531454 +-2.82293848185066,1.98921826495574,-0.901394358811178,0.170557094830663,0.0678657122888364,-0.372670907849089,-0.669638042608453,0.997714024431627,-1.57364047937571,-0.699326287011739,-0.378704262639143,0.670487038032659,-2.58045692395249,1.16057002651451,-0.911478864302139,0.331948292992908,-1.77979534828775,0.114428862317411,0.655946158632825,-0.1992401438997,-0.438347137168497 +6.28867167242728,-0.078989767510778,0.1261173545069,-0.606771492603544,1.78288912793963,0.623578971287967,1.01772273249022,0.766954499076459,-0.802242587919971,0.375214098939855,0.0304855260321905,1.45314150061773,-0.57577820647396,0.273758591805633,-0.017514767579774,0.73269222985609,-0.434259643827535,0.917583678598918,-0.23104009993217,0.753527685614867,-0.184545333351593 +-0.422989440555695,-1.48382894682663,-0.765123092182184,-0.0911050838231467,0.454038168784995,-0.249591343911816,-1.6754003876449,-0.00910887301347732,0.615419043323532,-0.0128423795807127,0.787308871408196,-0.350539547490014,-2.7518151657997,0.630581368026708,-0.54708401122362,0.287486189574002,1.47868581672828,0.219281018425133,0.339542698295876,0.0189842821960897,1.80954698581889 +-2.71936915436636,-0.286871051313951,1.19516554733241,-0.397142972096727,-2.3243156020001,-1.32953599872871,-0.0620458789792077,1.12148655855991,0.125189101943434,0.768747795324217,1.04452816092488,-0.357936498340938,-0.446075938987815,-0.589710253165344,0.15563893134408,-0.108229462646997,1.45537664416097,-2.5115968670159,-1.85439778276338,1.91168760252897,0.602595364226334 +-6.49151561584213,-0.901023769016841,0.00210064988838708,0.0822550777842919,0.515363040163055,-0.487449446782934,0.418253635261049,-1.03279963238141,1.03526287673958,1.14219402317634,-0.756695944754615,-0.341289590897724,0.239189165410855,0.465577383592332,0.820184661619392,-1.97566956918465,0.00948412451506437,-0.501658740760643,-1.86365248505354,-0.653743083591048,-1.90743337536426 +-3.05045614682963,-1.574017112396,0.533028926901366,0.0236883576363273,-0.795111845068038,0.134677093802317,2.06797796044895,-0.557448601315947,-0.327220267609597,0.596558182224491,-0.331964309190614,-0.607031910745343,1.00404341001979,0.514436228866386,-0.567826899011781,-1.27935241230217,-0.899606851034318,-0.547187723383978,0.946093564439341,-1.0315832108932,-0.58955507595001 +-4.13604296564949,-0.668314931523572,0.0634509912441607,-0.884599521482008,-1.11126651081772,0.218487380171661,-1.7077304045109,-1.19240082871283,0.89328625948512,-0.337639268288623,-0.426922854398922,0.314585237650605,-0.611695361139486,-2.1536882097202,0.983706779126981,0.483589005296943,0.111003633302456,0.491982109862782,0.125879664780247,0.308007676873233,1.1228172994789 +-8.0321082511135,-1.85616451407826,-0.766132844177748,-1.85308220114294,0.585477856890159,0.122293467309843,0.680552872491068,-1.07314823606265,0.428530136879749,0.611808183911059,0.396532262171841,-1.42632268375172,-0.498783134406527,-0.174074437548752,-0.546818311889055,-0.0871103167472984,1.18939622921941,0.495990383612938,1.14681545191355,-1.30947193129381,-1.0231655938212 +-4.08352842188872,2.68392291802792,-0.304387110468648,0.752692522638944,-0.601800218046197,1.24643796353904,-2.61153458991119,-0.0589101813194209,-0.0889734862945553,-0.0738333935862556,-0.105374947592159,-0.65353985258506,-1.46623824093881,-1.22750583792206,-1.94021613849725,0.275160860568527,0.592449300732692,-1.55447196935289,0.806760378865552,-0.400752758470093,-0.299567947285083 +-1.72797825594224,0.278246735587241,0.945077680089122,0.583708353427927,-1.39023730975137,0.986350286781113,-0.292178178937521,-1.9664582345793,-2.07775423838497,-0.175092634042379,-1.02606859536862,0.703838689202577,-0.643758804752498,2.40607984846114,-0.107600419010988,0.924413261878777,1.37128328427977,-0.886616929589297,0.681032417788807,-0.815312623701568,0.0241031023029834 +-11.0364001998998,0.625069616682233,-0.179986598936322,-1.85389918353868,-0.0598275329411753,-0.239633959257901,-0.187462286772731,0.00403018659301219,-0.514935746513894,-0.491808384982555,0.270106699642293,0.819522476494838,-2.81673018474844,-0.00392496147415614,0.706357510321823,-1.41735097496437,-0.765917056256403,-1.64114086997284,-0.34432395922235,-2.34555635059376,0.690716384651596 +0.387936316633859,-1.15143250208533,0.297690405613691,-0.705936222966688,-0.271517542527793,-0.448494684319749,-1.16934815449784,-0.0289707694654652,-0.548194867805917,0.46596035081939,1.97556571058193,2.18522007081318,0.685196409357896,-0.305997328181963,0.137403739682434,0.232851942825786,0.839095249771546,0.26736969734457,-0.578131386517491,-0.845200966259467,-0.226174987861884 +0.916342721809842,1.29566730742514,0.288291432777832,0.0811245065960372,-1.50294011600606,-0.25547598682436,-1.12282749552686,0.924016584383674,1.24970695669038,-0.908336130753053,-0.642161664799268,1.07998653339987,0.201428945641651,0.84205330614225,0.17616425549617,-0.551793589237881,-0.288131891080765,-1.82788278001854,1.23492197883627,1.09328551273525,0.541462629782416 +0.219799708283264,0.522128473389211,0.0318723027708348,0.524233067087281,-1.1288047924549,0.447066128369529,0.836098793198221,-0.165991059519241,0.397075232897191,0.898462960070337,0.263858051438152,-0.934527840283813,-0.418986391779489,0.0229345763591675,-1.30772510968458,1.55203905182089,0.0254286324163804,-1.09622828666806,0.0645097678218816,-0.893041455277154,0.20261173363791 +7.0949215371579,-0.938626500416387,-0.792260758600574,1.10482819960411,-0.228718930629864,1.71898542217588,-0.85343989743503,0.387398959611632,1.09473265922247,-0.831920813251706,-0.150551035643129,0.0441743976371455,0.216931299776724,1.44030989758768,0.490376579360677,0.548995773113386,1.56236278427438,-0.568861158397793,1.13638027415993,2.09231918453762,1.42627360528894 +7.82749507518141,-0.107737862273648,-0.475769526639801,0.803166296995151,0.446400130134635,-0.270387749617099,0.539181602149097,-1.46637438855018,0.707753905102675,1.73609979675797,0.783794027596897,0.706137352288646,0.768850387598853,-1.07544240655314,-0.323165834860849,1.20793953653398,1.33167871960298,0.209808567890745,-0.143363998364421,1.3133442253844,0.800802277347099 +-5.52055786124973,-0.39963150834139,-0.524386864960185,0.0489455004945014,-0.693175118887984,-0.204169972235761,-1.17271270809967,-1.27824027440979,-0.989167976299891,-1.18246023395434,-0.889764474796309,0.029682267895197,-0.202317975878645,0.342162114357715,1.30449990530891,0.92139948591275,1.52689660892551,0.0879297988691387,-1.8344404877304,-0.532305771457815,-0.551047270585211 +3.08003972574825,1.28670136272781,1.16141809671023,-0.109252373669369,-0.151633309869303,0.459433590223232,0.0381848546229797,0.0136019167981125,1.61504778357518,-0.626370698993551,0.0106231027933537,-0.376800512618291,0.220892531910092,0.0523285575670335,0.280599341948596,-0.499126778679372,0.385039352528834,-0.766324351682195,0.494035770837956,-0.873178195326215,-0.296371116322854 +1.49726559205455,-0.163649099670905,0.120235465165889,1.2832950488993,-0.198235369480511,0.399176320905331,2.85151642866344,-0.875231579797339,0.0463511744220671,1.4405468025129,-0.433260383567445,-0.547150128394656,1.50531633016881,-2.20367671506808,0.70218095272981,-0.473594867325806,-1.32612595560537,-1.30192952387899,0.0481792761669426,-0.610153529853263,-0.620747896794056 +-1.47531763658156,1.08522983690742,0.541259833202422,-1.9490238522841,-2.26559724043896,-0.309510612277623,-0.780869304664088,2.50114923097413,0.13444009509725,0.629544436492101,-2.27292697168217,0.112483474897021,-0.107232660032491,1.13331128952681,1.67273570303963,1.39043811047609,-0.96121932011181,-0.394081029541116,1.577111195892,0.337211533232484,-2.46370272199355 +3.15082812615325,0.729831945274563,0.226959345909678,1.35789681118159,0.295572035019789,-0.756664582777107,-0.299391620603679,-0.503203100838294,0.985116935266582,-1.9243467813879,0.599666101906707,-0.587632140588536,0.396326019249853,-0.619403539978811,-0.502387206345215,1.18434720287598,-0.98149129187836,1.90195303344777,1.51288911781256,-0.400593758436201,1.23760330715204 +-1.28700356575917,-0.299175593962755,-0.598040777896847,-1.19875228675961,-0.949123368714047,0.792277931844404,-0.976688381234864,0.907621697881156,-0.711661679593532,1.61211486670727,-0.541923499548786,-0.646456289335224,0.32343706469032,1.3964961494789,-0.492361307944534,-0.502806836547533,-0.192511939786408,-1.25668149179712,0.592332785381459,0.0362807941190116,0.777893338645019 +3.74817334582017,-0.0499186138728137,-0.393031908349619,-0.395715307538353,0.221465046441308,-0.41694463885244,0.0865784774107975,0.129116064680818,2.05055519250924,-1.30550020948469,1.20712579386114,-0.624725603325121,0.371665074109634,1.88452060944779,-1.01884024488799,-0.385225697527306,0.326725337392403,1.51076263727483,-0.0728774906562144,1.54967191826014,-0.23721480132258 +-2.38766447544859,-0.862410305624267,-0.762102808754411,-0.419588262220793,-1.87208212960627,1.1508448787848,-0.197503915990957,2.12419588550802,0.304340519200148,-1.41934573089542,-1.70633202762779,1.47891879904466,0.786727202806748,-0.000226852123554771,-0.67099100013431,-0.575288431390812,-1.08000189396832,2.83345907025464,0.521707153791455,-0.648339671429404,-0.553202715048919 +0.124437602798869,-0.497998098950626,0.0529456864397494,0.373773824860691,-0.404202754186559,0.485519864766782,0.720040070416403,0.573076868688588,-0.056370483431554,-1.90767869705301,-1.08083849401515,1.32448891428731,0.0608482204464156,-0.970477950401024,-0.262487474590127,-1.5964744805863,1.8756946020914,-0.802698829821178,1.90533075920768,0.00411400906817302,-0.422960474234843 +4.5005807081095,-1.39591821707638,1.01744305151214,0.95123371712228,1.03171173623494,0.286822344794552,0.606591828282181,1.51656569967648,-0.518296466503799,-0.676074202838906,1.73595028186488,0.854162457851372,0.363039516759547,-0.705743266833966,0.601562548533655,0.0697900540859213,0.287059955187394,-1.85415001029581,0.110476452800639,0.89995915769533,-0.00112602014992619 +7.64010484951544,-0.424377209108075,-0.319190400563136,-0.684749984859758,-0.0962306269111143,1.83323218056131,0.884723773207637,0.834689880953711,1.56585396202123,1.66769363025894,1.04796353549149,-0.334381905333896,-0.137145949947093,1.25702329931548,1.7349956882036,-1.39044286241942,0.19753355641074,-0.89855001174291,-0.541695210435387,1.35420202700866,-0.471719869115141 +2.31907926817175,-0.364887330459423,-0.13466409476915,-0.227021599834801,-0.103387971188347,-1.02088201340568,0.215942150002515,-0.564097223905992,0.894073283777444,1.80668487046592,-0.181921431805292,-0.136457573468404,0.106763462959064,1.18690360375232,0.341476162046992,-0.629331928664315,1.09608804628013,-0.414930066242857,-0.298325649302587,1.28413789002089,-0.577457517303044 +2.789525635496,-0.218080698235093,-0.493935933578393,1.57203788072571,-1.56863788189815,1.66085663938194,-0.443968545848531,0.92327656872098,-0.169671831883739,0.149416707403474,0.290936085092927,1.35147980037388,-0.427200537158524,-0.187917510186997,0.102788979206068,-0.33671882343746,0.0468800382450219,2.22271841380298,-1.95834838626198,-0.51599361400205,-0.507293942074029 +5.50153685183759,2.49935178789941,0.08777097268075,-0.114887191460353,0.502192596686565,0.202666747279672,-0.480416524025493,-0.400149511741691,0.672292640593669,0.566700896683105,0.239575959727923,-0.0943224085797386,-0.899813501621811,0.191205528740904,-0.0693843401052719,0.302614160866623,0.914426004405467,2.27996500166621,0.161944480210936,0.79115081503343,-1.47431255093795 +-1.39883574004756,0.145173889834543,-1.06440789199444,0.645006920628375,0.739862839755055,-0.316310555559693,-1.48961355467567,0.589208633282175,1.02271479383374,-0.133993185060229,0.512357621901031,0.0963343235716658,-0.646582387263916,-0.303118177472186,0.656175521060041,0.0829288810992555,0.48576239307171,-0.281047207071439,-0.535689502700029,0.49297455879779,-1.20130534502894 +-2.58567288764229,-1.4778034432459,0.71115052005221,-0.205119255472204,0.5190829740524,-0.995628305374136,0.419889180021829,1.46476609839289,0.857143671156803,-1.25466948597239,-1.88756006547639,0.925626913664728,0.443799702878845,-1.21939134059841,-0.27522846410928,-0.498936963009802,0.354478858022155,-0.369644831255059,-1.2165723755283,-0.0819849975250921,0.462938052508132 +7.30958304324972,0.929243486796702,-0.0379906965346028,1.31662941065568,1.68539237078633,-0.250514320559163,-0.303773303439413,0.297202125355926,-1.40740211049309,-1.34893527483583,1.21994029999552,0.402964690701138,-2.2004072153843,1.40196501713249,1.38241712100766,0.185684320149479,0.676903020321974,0.329205747528766,-0.269484837830941,1.95419380084987,1.35289794592689 +-9.32244095635475,-0.288020655264367,-2.31844457324588,-2.16114642968081,0.323272346341203,-1.31275047926656,-0.88785756753842,1.05520567195759,-1.58054465785541,-0.386219811943778,0.362447235123226,-0.00270848899445426,-2.42310390342244,0.170105672620749,-0.890702011385617,-0.662324182174962,0.9654667689697,0.256572462753472,-2.62303066081531,0.447175711199997,0.137526486594055 +-1.78561314632806,1.40937245611348,-0.569237641207708,-1.02452649869154,0.794198095912784,-0.924051049943504,-0.147264297105072,-0.880309116763268,-0.371781529355215,0.993547923228492,0.133087076251773,-1.86575574833382,-0.00223382039338249,-0.854694570338812,-0.670480001800448,1.10017441557144,-1.12738219088356,1.0128090059082,0.781024437121829,0.0178991361206044,1.12843134123867 +-3.45126164402471,0.053768001220129,-1.10521100529185,-1.39537662180596,1.1245759522996,-1.04341915958521,0.987086122324524,0.243121841621761,0.959782622979015,-0.933168820443958,-1.13022513149698,-0.253696377404106,-2.09293990209646,-0.337129391743936,0.0838298027293274,0.0724048543174489,0.35197264617371,-0.268959386708326,-0.220806371135749,0.86748426732406,0.565211914234943 +0.955053257579145,1.60676777835353,0.345468421181568,0.49524887012896,0.0607352061333987,-1.28603424921907,0.490576523247748,0.495582018850849,-0.0443877838872854,-0.828774689947342,1.03894325014729,-0.964392647223177,0.456551300649254,0.356710567011712,0.394448815558055,-0.215074496747616,-1.34604214766213,0.175215172246005,0.00505780664648386,0.397044972153347,-0.537471030289996 +-0.744125311185781,-0.0172271235923625,1.51551928342584,-0.558510117283839,-0.713892990716013,-0.637503708295547,0.166502859367167,0.631542470729407,0.82446235608838,0.865841358996869,-1.27702983312434,-0.0491056208610253,0.0149511097143348,-0.184364138299981,-0.005556521363752,-1.79954966291519,-0.818117529581866,-0.212984363342575,0.582527585185288,0.56433907122452,0.582901372573487 +0.953371534479244,-0.542639050559564,-0.0549732902466068,0.658583047959763,0.950703053237567,-0.0485607899645381,0.924892164293125,0.67096563650989,-0.191879191546263,0.601305755642688,0.52297800930884,-0.87112692611864,0.487404689661645,0.965882820428393,-0.00803182319339252,0.752664141148716,-1.40996853658549,-1.14564373168408,-0.53342594868509,-1.88035225050898,1.40172520049684 +4.78191024090606,1.9786926597401,-0.477738090465247,-0.301574820857675,-1.8786926205862,-0.229259822259949,0.635074410173793,-0.11099980401311,0.162782465726541,-0.299343676205676,1.10121301993236,0.0675045777364866,-0.807256587812927,-1.09699467148756,1.93558224084938,0.386690027198615,-0.064093111734593,0.234447074900972,0.517874753720788,0.79398111513016,2.48080083753927 +-5.52755158863609,-1.36611264523146,1.50116398745457,-0.349487057888672,-0.172941771110415,-0.592009214377394,0.464661945144176,0.434391715022338,0.693965608624685,-0.520604588906112,-1.26806356490044,-1.13802155091387,-0.426446735310637,0.582068815566972,0.945649243688689,-0.664168481711052,-0.638852862025966,-0.846493222271269,-0.0578829643939323,-1.64713269496118,-1.3936711297829 +0.512331404412887,0.424896361470324,-0.134711065673104,0.738204100519969,-0.283081230690405,0.54473885740802,0.399057349064674,-1.51185415172722,0.316599891840346,0.422801465455626,1.06970360893714,-1.06394832209981,-0.967901630371796,0.654088341551145,-1.01030230609354,0.723610074529626,0.18455797501792,0.821670395148869,-0.75127651685836,0.825674315678364,-0.73636415437171 +-6.06252078301528,-0.976309021479906,1.1877340915753,-0.647086854312205,1.66719386019408,-0.197840269697499,-1.21684663216793,-0.774427437020834,-1.33039828194047,2.02089745146825,-0.560316804179006,-0.641279940613783,-0.25993945711574,-0.0983403818416964,-1.9695287384244,0.307950264651036,-0.439857534734419,-0.947192069632048,-0.808717654213208,-0.539673369478971,0.355839348063104 +-0.267744976645231,1.19297168388268,-0.530649459404253,-0.678385660487438,0.115847629819744,-0.623264098041071,-0.353400712320762,0.650602041627255,0.433924269071419,-0.00830859649645874,1.57868767680712,-1.31963244768871,-0.688334061503214,-0.422003030491846,-2.415244568523,-0.279282297454046,1.85808740788622,-0.828500630879935,0.241218654196184,2.44632506122074,0.396726265179343 +2.04710766366841,0.440959630244447,-0.43519992040031,0.502920041270924,-1.77348471913326,-0.491260907075018,1.19450598300424,-0.953738596146531,0.364768881349226,-0.542375396610321,1.24357993656177,-1.51155295296411,0.482871156455224,-1.13697654830232,-0.340704169191778,0.888067526717347,1.45394792012064,0.702489226133161,2.32745236743322,0.956070451586195,-0.326011827305818 +-2.4157530845449,-0.429097559489887,-0.159279176191555,-0.108272706111303,0.445712393501487,1.72092341542341,1.53578673139589,-1.24220065104208,0.291648811279667,0.168678898342603,0.820021893326162,-0.703948920237139,-0.152633378353388,-0.970871101379149,-0.0872441357700504,0.33536938776285,-0.506781558007958,-0.878372410655836,-0.848562154428808,-1.40859752714171,-0.917133541426813 +-6.6495176180354,-0.377664266101451,1.44605271006275,-2.21214603620731,-0.709597069470009,0.434242113712601,-0.707367237396397,-0.110037990564442,-0.876651769798179,-0.81339842634122,-0.225129338849408,-0.925065753878995,-0.329435802910219,1.15099114259218,-0.497993515782958,-0.414992715882138,-1.54561568555965,-0.457897610270633,-0.801993191975359,-0.11550528046983,1.2188553747746 +-0.651254492229021,0.888700057764328,0.999579160458327,-0.508346456698004,0.811701725126584,-0.950196157409574,-0.771254017707802,-2.02399109401117,-0.932165951139078,-0.890244764053039,-0.936502815183079,1.02681442057325,0.784075525842875,-1.13543715931209,0.301351855893233,0.175310135968145,0.487196376366208,0.0615239887293342,0.29800500842999,1.11589040947425,-0.380630682860149 +1.53167552349267,-1.06500611114445,0.296445309998746,-0.984027069910552,1.3469267813868,2.03951843594583,-0.453019427517799,-0.460399191241987,0.948951613106552,-0.752652683867923,1.44296753399054,0.433702299809559,0.737281921799874,-0.234637637228535,-1.22072983504145,-0.14882096533149,1.5651614089994,0.710908486227128,0.318384859295264,-0.51329834758087,-1.76806616802797 +-4.80500668293437,-0.777271197344697,1.73348654671734,0.342011997249573,-0.630133257524093,-0.823621125449582,-1.47465490812469,-1.06504282677154,-0.324266593983609,-0.485647325361277,-0.495485242886327,2.20376994610512,-0.320928266862728,0.846736426063555,-1.57064541577214,-0.927207734555147,1.08499411287548,-0.661828167066193,0.667087882968312,-1.24826748271311,-0.734012653722003 +1.5066465144278,0.40786263410391,-0.97971806876271,-0.726148464108888,0.869312655550227,0.0652648089826417,-1.47842977078431,-0.644829915647165,-1.64407473243252,1.31800965039071,0.713187167439036,1.11822882907172,0.218376648153564,0.895599761428014,-0.898252897201648,0.637923063911245,0.577376537373422,-0.435987906621292,2.29387259426187,0.0857840455858457,0.560280327058923 +-5.91789971073956,0.750271673481492,-0.532163867366015,0.0455734945457203,0.991703075001824,-0.456634582693535,-0.657904101025684,-0.99786001935081,0.545892397046061,0.715185546851548,-1.23807564201767,-0.556424127696442,-1.09314004803294,0.746060180037689,-0.071879735616832,-0.230911141269827,-1.27151342521194,1.25496841468103,-1.36102246673137,-1.32802623507772,-0.930584875086023 +1.06215001931901,-1.71500317257465,0.508879136514072,0.476566093454637,-0.407222209534214,0.70471281724582,0.243360599126688,0.317412514803116,-0.763211676787045,-1.12386846204151,0.622617955445961,-0.33179777103793,0.131999500528243,-0.689721693231443,0.554069171702832,0.185001855724655,1.56803362329556,1.28630747944222,-2.27774030034774,1.65257720148193,-1.53150270339031 +-6.53641918195489,0.192254686867909,-0.0935792966102962,-0.932658949757045,0.707289784765847,-2.04236334981902,-0.165579388442049,-1.5183905777231,-0.94499453725363,-0.543171088902271,-1.20019984163228,-0.311261621737832,1.23837303278436,-2.4043937280204,1.4746852644228,0.944717400709938,1.85540851590728,-0.494701173681262,-0.606446859434886,-0.370392576994252,-0.49162633180198 +-4.26973269407251,-1.16173323791098,0.228809104794559,-0.722458854183034,-0.814710899443442,-0.576751877143249,0.756276342515932,-0.606496133187789,-0.514997390759877,-0.922103169315512,1.17420284401149,-0.0321920341395996,-0.840590185496034,-0.526689900363972,0.417942230907113,-0.0295893487283781,0.237257237379774,-0.356481224002784,-0.687204614008448,0.23495897705003,1.12344769077666 +-2.1995400992739,-0.64182866447016,-0.628731020578929,1.1109318790957,0.419500586351968,1.06666302094433,0.655766785608087,1.58036485004916,-2.53644868702051,0.948752546190802,-0.804814740317258,-1.07979657070333,-1.53123384955053,0.217287269429646,0.0469589254883127,1.07127478481244,-1.21149298436926,0.581868642946316,-0.112580306670819,-2.59294776352542,0.719479948197909 +-5.49919932919615,1.31243918737546,-0.245225818318312,-0.742668614567204,-0.536014382833094,-0.836389170530345,0.462714658902085,0.906496368070677,-0.320391276652645,-0.239889836459505,0.68849929880856,-0.852921435485644,-1.1890110070502,1.24875006765085,-1.00857676651578,-1.57150121401628,-0.864072286090661,0.500911705170898,-1.15442474788558,0.839259206759761,-0.765683644941548 +-8.65158379176996,1.001540094408,0.321276447748852,-0.720525727539599,0.217170866960061,-0.678770469579257,-0.891625781604802,-0.17161693980005,-0.651234650636186,-0.168053500072631,0.609066518386421,-1.05116392041006,-1.11442847925716,-0.471853566317513,-0.242154148527085,-1.47465547812183,-1.2537900101271,-0.695440377927928,-0.605847876125625,0.39646278935555,-0.0713211888853017 +4.0314332640385,-0.19352784002616,2.01641746365733,-2.20787304537818,-0.877005535908182,-0.380010144469239,1.25993439790702,1.03726267104682,-0.371565624433573,0.722149141512275,0.841375405173124,-0.8750550956368,0.684395192005029,-1.21522443813586,-1.77404190179321,2.05103824048662,0.223561991848251,0.423714288910624,0.0366867515139849,1.12212146672677,0.504256142479452 +8.38009167359568,-0.9331768198576,0.228650625762808,-0.300636809687907,0.439229560148062,-1.043255470774,0.288026806319544,1.7005482428076,-0.389749332881891,1.38787878802693,0.248668287452642,-0.303860969754433,0.084434076175008,0.216863527838765,-0.0327797755274469,3.91786316059731,0.014459096145952,-1.42631352747598,1.4405283307623,0.78284700562729,1.24882701244414 +3.89649883893164,0.310329445057101,0.101488902515267,0.881202280281443,0.47521039049453,-0.123502083602575,1.60928740432174,-0.472488261980743,0.410731357063553,-0.106292260118303,0.0210407929573483,-1.23515717090373,1.48925860173592,-0.57399239955117,0.917966228638669,0.389316810750292,1.50574022098686,0.447292252185724,-0.0633344896221859,-0.987737079984632,-1.40713085503777 +-9.32451179207854,1.58332171358656,1.17147688032292,-0.608355139315388,-2.37334522413601,0.0550441021114001,-0.293613305090655,1.08725778846445,0.138739235722062,1.9425433838434,0.630184136832683,-1.21672762665575,-0.680614266809829,-0.678343834882672,-3.50113825107435,-1.50256284585211,-2.01979877452077,-2.35594852046671,0.780056118213713,-2.66417915520432,-0.0710642974191504 +3.35838916122226,0.906149174876552,1.4666102750286,-0.214979384057958,2.80188163820836,-2.50614195296699,-1.10216196936576,1.06758257973511,-0.0579462580159944,0.348410203796153,-0.254906052490609,-1.18351219232212,-0.433837553055123,-0.0664131860182298,-1.16665045841998,0.835808706697395,1.76595328420908,0.555297592337564,-0.477173112719221,1.93273461021307,1.11568649793383 +2.39013546776537,0.401142830956497,-0.450830664976686,0.200330660959157,0.557273001395568,1.3828616191683,0.744640542401579,-0.485786307931398,0.257459758359291,-1.74994848362481,-0.0511533714536459,0.193393003397144,-0.214582979055128,1.46466063382735,0.293113857716028,0.0581693110361497,-0.262255486081627,0.742829173698789,-0.839074287659949,0.72278758751527,-0.198700903014651 +-2.64732063848752,0.0756974415287978,-0.883096760967891,-1.06709533165527,-1.02355459427855,-1.31555389417784,-0.00910635583360949,1.14551211506173,-1.67201605287519,-1.4795687526941,-1.1570156945395,-0.0905874686873536,0.0642204061628952,-0.66799581764859,0.823072024861176,2.15083983660034,-0.212121346575575,1.33697190708812,0.0528312148752201,0.255812674753642,-0.678588630358636 +2.47053094892603,1.05948916812251,1.12933525441897,2.03611982732368,0.817050562840519,-0.39808018535268,-0.326882105454033,1.27489849285321,1.50872388582585,1.83193272874803,0.270680410850422,-0.927880341684813,-1.96492195186774,-1.66058046993368,0.736028612012359,-0.320640614013666,0.517095301527248,-1.62218940562996,-1.98101101750512,0.140447168179734,0.861472878291164 +-1.66404207630245,0.916938037311124,0.0748979769271769,1.19975081464132,0.300322750218438,-0.999020372168819,-0.636545178499417,-0.830835588166244,-0.074677066010033,-1.59058658201436,-1.05085371435383,0.621627536551351,0.800449008686239,-1.18321464165533,-0.91799259596897,0.232515557025386,2.12820235515184,-0.537545285689882,-1.66996136914544,0.637705905341043,-0.205973488332864 +-1.60197660289986,0.809273076943848,0.450197758008903,-0.217562452297037,-0.127489113446108,1.1287424469972,-0.102261065930997,1.36491204876499,-1.43009733707168,-0.684891440984657,-0.365613287154889,-0.423694389187282,-0.00837820256777121,-1.42828932552432,0.76550133597517,1.40294139239726,-0.308465607978911,0.168839579756848,1.32829889578276,-1.18493231261541,-0.835458613766695 +-1.8009504548784,-0.711622278677474,-0.160564159780467,-0.793915811050183,-0.206478840874176,-0.969359276812869,1.40735809181111,1.36004453252374,-0.899212540686688,0.653739125819672,0.524749072371739,0.494548244991715,-1.38785308670644,1.14026177248546,0.359605953938227,-0.695358850518134,-0.270487808863075,0.431780308028353,-0.782239688637986,-0.176921223528982,-2.42808209529991 +1.86085156590707,-2.68958517903653,0.84669311511938,-0.936588880694529,-1.6593739062273,-0.0386894113650552,0.00310781592446384,0.950741752741406,0.864419577557598,-1.68658843098255,0.256669565137861,0.14010015119672,0.206202802591243,1.19386614232139,0.531192275958004,1.14891101493931,2.73205331277595,0.358296471463484,0.0542643594078813,0.283936860442964,-0.476189740746153 +3.30281493364908,-0.567047025402639,-0.0249417301928408,2.12260768186722,0.539238281460358,1.43253379325877,0.698655157489486,0.204833189884391,-0.465769381863582,-2.04878260844185,1.07544845458988,-1.60565130738591,0.722849745889633,0.917079770028451,-0.361540394354593,0.657120490440678,-0.0220036580401008,1.02973498022362,-0.340585611675504,-0.359957939537664,0.617783498289185 +-4.28472908239387,1.29919883255821,0.409114046384984,-0.3586640211576,-0.581087185093191,0.864675593282145,-0.301455090937396,-1.38410885712643,-0.0146714512576492,1.23278630737516,-0.436715816131603,1.51028901698418,-0.180085210224784,-1.55942916154178,-0.24005301469566,0.201891901651645,-0.528806138489075,-1.64866264109504,0.38755401109461,-1.98932471130937,-0.729642001338119 +-0.108839989374011,-0.190291544554818,-0.145424079504542,-0.159508378325431,-2.07068340147853,1.08789153649057,0.117282206939301,-0.110689116009142,-1.43570597267211,0.570893458983291,0.212728413565393,-0.911474384237376,-0.598071189789228,-0.0983012412293958,-0.0586228905873422,-1.62523262230515,2.11489842823851,0.526518175502131,1.09459012378324,-0.766870253021043,1.42331339879398 +-2.5954518895088,-0.638048333690776,0.56811111421005,-0.544471589320461,-0.780751044692824,-0.379757504817568,-0.503883621448344,-0.269050758701005,1.30317834689566,-0.214086162944595,0.116976475628503,1.79987820940826,-1.15107406460133,-0.469734420928142,-0.146805569624006,-0.458190046806066,-0.93483043863902,-0.0409288219275182,0.72866515041542,1.09807174417079,-1.20361434153565 +-4.81536974228939,-2.03538388162579,-0.136289199401609,-0.185844860737651,0.124044992577486,-1.20867662564498,1.11499810585931,0.749453349493919,0.032446326435893,-1.17579303515001,-0.363553589423024,1.86761078172551,0.199606761653028,-1.94031080371062,0.928071496632103,1.65210914068873,-2.48363268234962,-1.28043314641203,-1.0003460917602,0.668164918851334,-0.354853505914249 +9.30227878662447,-0.604372355447083,0.0546429565105187,0.956995857079756,1.83482678798183,0.21339948490169,-0.388716586476286,1.47754900520507,1.67249530451411,-0.230235833567227,-1.81522020684305,0.946717677107563,-0.75801934778285,0.44266971715987,0.299601124710627,1.08077256062265,0.584319915664113,1.8895302710115,1.37495793298147,-1.20551352323859,0.249548356614391 +-3.76929546547345,-0.808161889076339,0.550569607824275,-0.23531651817339,-0.131453240539342,1.82256629635867,-0.624996326851232,-1.33446525445982,0.34264752712806,0.721093534405613,-1.71944961887814,-1.40325876338687,-1.15235854960392,0.145397578276712,-1.15467532831558,-1.31957618307125,2.39871808494991,-0.327388187325288,1.30030931331336,0.438462848563096,0.806828764904373 +-2.29865087458081,-0.606779178488506,0.436286968833094,-0.00817090393040129,0.763027510095319,-0.819213528619798,-0.982796279566649,2.04100007918279,0.698468770003199,-1.36853355221437,-3.16584565676226,-0.599986481885446,0.264174138297782,0.92606924753965,1.57412273774487,-0.83545224087672,0.576380450426223,-1.56768957063794,-1.55836181319988,0.805957632398292,1.43929054898185 +5.37254462027005,0.0869088205053803,-1.22380600400043,1.17966287412372,-0.927975490023102,0.457464916407119,1.97733492076131,-1.74808900857293,-0.363794724313395,1.20451745048248,-0.44507113626669,1.43523414378137,-0.421208839689339,1.52520407178824,0.18776715619333,0.332845113183176,-0.961730209932648,1.56070582802356,0.147369320357265,1.32202070612009,0.58521704431516 +-5.81563517937691,-0.234297029397194,-0.228588072678551,0.0372084526490771,-0.432082188632315,0.327314468612596,0.864007571141877,-0.185095444487144,-1.35477348708542,-0.105794093021531,0.485474120517047,-2.0391183865825,-1.88645322350735,-0.953477422306858,1.12651153385093,-0.791516696222106,0.0552791377220061,1.39714271752548,-1.41969155642165,-0.804455654550206,0.654942712796928 +5.26616300401963,1.26252689567853,1.29036626413328,-1.13179030797637,-1.3827881976761,-0.165567718578264,0.299968022374892,0.0688491460437129,0.335607453514559,0.795895189806315,0.894963655648824,-0.863505746689217,0.348865572071225,1.50870546791119,-0.152478164705891,-0.201822004748293,0.381918181694591,0.826331912830201,1.18554038205934,0.894952314176276,-0.669388187035933 +-11.5483271523888,-1.56379809166681,-1.82751938091931,-0.194978214599624,-0.352863681940805,-1.3505698527934,-1.28570235413158,-0.377268012227275,0.919312955035437,1.05124857658161,-0.275104910262431,-1.22254440223359,-0.255535205771963,-1.46359508694685,-1.85057286002235,0.801545493793061,0.218725432988225,-0.561878148680291,-0.520788271406422,0.949306740986823,-1.51160484365409 +-3.03549055894598,-1.49347152278348,0.873412535308924,-0.735573729677021,-0.876672116795136,0.688718965691878,0.503777202817321,0.0634769270820288,-1.73964140577373,-0.754365325271447,0.99650998921525,-1.10826976240464,-0.519426010593532,1.43837365222217,-0.877909512133929,0.835839286787479,0.231482988577665,-0.408320451125985,0.198362248714578,0.496997389355256,-0.114625502877922 +1.30714489098366,-1.09713482195183,-1.35041691069749,0.586027091136096,-0.902414442397622,0.442558299751708,0.433123183860889,2.11873737775373,0.412473220429718,-2.68350542555595,0.534424894120827,0.10173918643723,0.56019317611483,1.92389470884072,1.20018011776942,-0.199089542821285,-0.180949143578696,-1.41369949281452,1.04906345260976,-0.217030788542136,-0.795778279300683 +0.403022136457756,-0.0291067478840087,-0.190908889546427,-0.823691331897519,-0.543166446456961,0.00920176897383629,0.788377845565073,0.85840850531044,1.61660802593985,0.167736070543379,-0.840583239131952,-0.874541357767745,0.129189355476149,-0.190479981307164,-0.330685930665099,-1.46488882762064,1.73436037717046,-0.329747849834007,-0.0218150928492149,-0.581823983883403,2.06157508888088 +-3.83538911517172,2.17368491956429,-0.516364450130856,-0.492051263643896,-1.18020106963428,0.177208749708115,-0.0379959179067033,0.536259696262045,0.471873357658112,0.222619203977121,-0.026443834112038,0.330733050374622,-1.42669595180681,-1.06944985606829,0.301655644719842,-1.09285742741841,-0.285574663820442,1.36846286411587,-1.6463254124734,-0.0845012759746782,-0.74957148322132 +-2.47290014872886,1.36978704873579,-1.64011332988958,0.450633215998162,2.00170952166128,1.13805589349441,-1.01355859677235,1.07594224205492,-0.72939973876746,-1.92137417850212,0.223769100878392,-0.182957292399322,-0.265082793408327,-1.00660454377211,0.484545619882721,-0.551794485408294,-0.60960118761755,-1.41240966743637,0.846878979992078,-0.358209071899405,-0.517680301801634 +-9.71474794266259,-0.378380661488477,-0.42290985564305,-0.951206964424038,-1.34715341215529,2.40691336955721,1.19882383058995,-0.665091144904206,-0.476660939105135,-1.16078769201033,-1.14652147953224,-0.597856271114667,-2.46054088416156,0.230841911709066,-0.954022806319688,-0.598949381207504,0.422977199147523,0.788058288747898,-1.60381983780654,-1.31671842052848,0.199735715805181 +-6.35197274209068,-0.778744876326706,0.629567382367021,1.69196079205684,-0.0120376226601231,-1.24160377069242,-1.23610010463291,-1.02972737221672,-0.369013411978667,-0.872799619418971,0.62538237292303,-1.77835071978956,-0.417327587689603,-0.934742865686936,0.925735894812757,-1.13445680553785,-0.343964128746362,0.829447872614379,0.443870153215734,0.714147648894799,-1.06366098248266 +4.95812380192961,1.26408532917631,0.150838334445736,0.120015302108015,0.00155254197841766,1.50440162055132,0.383961071076455,-0.66938382076986,0.00622627673893561,-0.395928009264052,1.80672642499635,-0.237002739100904,0.73963945589051,-0.217081618689188,0.594893424093543,-0.896469735659804,-0.571908663797629,-0.179892027422548,0.852156035907369,0.688795180243297,0.0698361462378956 +-4.0236609238958,0.308013117041762,-0.50785535153173,0.130874463313716,0.794830994301673,-1.07030612194997,1.08660761148555,0.593836082836745,-1.95578882294017,-0.179959088878787,-0.605654700686413,-2.28618573664722,-0.838874575338006,-1.18333652239274,-0.31005978071219,0.819855772815709,0.532210402189316,-2.11434842615917,1.71557647332127,0.97988286654968,-1.5034209268253 +-0.159813770315254,-0.418501689523395,-0.473392795198617,0.553659339163755,-0.521663213350853,-0.940008059155465,1.54696445860029,0.861279565771329,-1.29669980020054,-1.17641507170977,0.212822451842421,0.724629374741541,1.04356794714359,3.0773417791817,1.57725968807339,-0.836643207368623,-1.25055317554406,-1.67781475309881,-1.12559191394296,1.08126854372439,0.108855937234694 +0.120883474654527,-0.0376429295763268,-0.833963517996452,0.291403978548209,1.23134965207382,0.762704805704265,-0.323592155128823,-0.808170889922277,0.0677978005669064,2.56487041000311,1.06751550205659,0.196883973336394,-2.11173568587535,-0.318481754102916,0.985138696476579,0.349391479310238,0.094101180869916,-0.0363148138785604,-0.46083969260196,-1.03043047138531,-0.433314386515884 +-0.963796793190997,1.18729856637511,0.407738655980436,0.370520415873311,0.455249894310342,-0.158159843342819,1.24951806397213,0.0279877089799959,-2.09463343740446,0.355699211152617,1.39220412415941,-0.721349096179524,-0.544685119655504,-0.0850236261226519,-0.280146737805521,0.4193312509667,-1.11124186169154,-0.968633039538424,0.20833349923142,-2.79908310500122,0.368138327399172 +2.30468856670826,-0.105657693844905,-1.40117918072142,0.212757990376683,-0.0862593939436491,0.934088797067838,-1.27015453827603,-2.38936440714022,0.945920100907511,-0.932167620081489,0.917937786839656,0.434513218865808,1.11878150024561,0.811330220419125,1.59747614680049,0.318791299587229,1.08881159663182,-0.138726014427326,2.01625764505301,-2.10509373522801,-0.418145203644974 +7.42193594917479,0.202441652299197,0.453661091810076,0.0409981065565555,1.21599477035728,0.866899989885977,0.260495511402254,1.02912006783177,-0.900596525156697,0.44961757968458,1.24089946909785,-0.829534312329277,0.207827041513618,-0.53137860440275,1.6259186827797,0.589691164430703,-0.863987762081258,0.86440797289825,0.846834552060121,0.172534753157561,0.280878854125827 +5.70274060143612,0.780408474277473,-1.06930054170302,1.88768491704857,1.74201845370338,0.380430050826352,0.305872262378094,-1.29057222091196,0.168008682447849,2.25756788042739,1.69889561381079,-0.564109310202096,-0.0496646593841838,1.00179887161717,-0.0165278304468804,-0.190083756441707,0.452344041114371,-1.40703093216406,0.0447521191305095,0.872887142455653,-0.980611846300263 +6.03717427311628,-0.542142379532731,0.202481358107054,1.20928259342596,0.724841496594188,1.17689927292131,0.9444771250195,0.649984366377559,1.67638545013513,0.720189526634603,-0.63504549935364,-2.15700647007364,-0.0516991575823075,0.797690989923166,-0.785941436291851,-0.334704919551659,1.16459675400106,2.04977747267462,-0.459521492868266,0.309518158279038,-0.711014753993586 +-0.438132448222215,-2.02653214649499,0.623451074539442,-1.08656302918989,-0.00340323660494296,0.179066655472975,0.301873409970059,0.804789749582064,0.757759591778241,-0.00316336477954247,-1.80003450921554,-0.229455616699363,1.13692405219849,0.328232788080143,-0.681545095827389,0.861028335529291,0.378006518364122,0.410955340060336,0.342309642502027,-0.900999843229242,0.413306453031148 +3.54803260031003,-0.0216719936807863,-0.0773986470158042,0.366725251935733,0.417079927079029,0.59074380603407,-0.597182456165578,0.0956825107861343,-0.252488362831017,0.219725650356839,-0.107199036766571,1.29870507481093,0.398784542253518,-0.491518395244102,-0.806454343757258,1.23966077980522,1.14397404460981,-0.0646292602887594,0.0570585268356049,-0.923691493731224,0.450466029905738 +-1.92634566592401,1.22228260594031,0.212269925827477,-0.767448702590071,-0.751452934248587,1.25375953731946,-0.597982303536426,-2.07367294619726,-1.43870019910615,-0.372787341470019,-0.5110044867493,1.06070186155559,0.253229613399285,1.02202746934988,-1.26221618761828,1.50942664026931,-0.237599383346975,-1.54726574602084,1.01162244524061,-0.947582919820957,-0.0478951299594226 +-1.61076501418628,-0.173681631884584,-2.30991331278582,-1.21893998222157,-0.3772750598901,0.322754309494008,-0.111271639374157,-0.82401174158304,0.583750601570358,0.700075971375982,-1.13787504213996,0.473772000311632,0.192581061506571,0.375173231213716,-0.97905142118568,-0.281499250445726,1.71673427472092,0.952087335569685,-1.77580962109421,1.24486648476019,0.4031137026425 +-8.48378351199157,0.664013191727257,-0.915272486632184,-0.781453552633225,-1.2135862710838,-0.197003546751987,-0.740007062978414,-0.262352201273204,0.501694909017916,-2.65970660025327,-1.44735234546027,1.88705524437263,1.17142008632533,-0.159144575050901,-2.17690024924959,-2.00652968591966,-1.26950690933224,-0.661216398701495,0.284820241155418,1.9884241231557,-0.259736802019644 +-6.4460203187148,-0.547838197912795,-1.58036943366897,0.111760763148476,-1.72834856109516,-0.0105450748199485,0.134290002589239,1.9161419349065,-1.23945402236615,-1.32358466640415,-0.248086769036232,-0.491463696495005,2.0764613493917,1.3396557688958,-0.32725259771736,0.040138461638339,-0.19610643732802,-0.219901866369117,-1.69781600953006,-1.68930881277623,-1.85694673248462 +-1.18585962831081,-0.917442005441945,0.65390688767333,0.273567310204195,-0.200558737055413,0.140209471822967,1.0363899383748,1.08361712479252,-0.0749071973631332,-0.448287260470192,-1.14841924624858,-0.867798708696017,-0.761715669549572,0.119776007357813,0.488434185991746,-0.761770507886198,2.09143152016329,-1.15007447902582,0.587975133279058,0.404140455834975,-1.04329264945707 +0.56567907328938,0.437105753033052,-0.444031491614751,0.500193172426016,2.83737626535154,0.511955587500877,-0.864395474020087,-0.10190436305498,0.383300102757586,-0.154073846051265,-1.05585729716595,1.09399629833492,-1.00385261846644,-0.844192888813052,0.767878492045476,-2.09420603579063,0.706564747027856,-0.948256490534069,-1.44061721071406,0.985758856817801,0.410169229714415 +5.44282583206435,-0.384968561551574,-1.03014444672668,-1.04571272313975,1.58164352143473,0.961082396143948,0.836138836881739,0.82332757448802,-1.22946902315688,0.373058835062276,0.106878504143563,2.34000342869681,1.76543604674966,0.523403164323451,0.483158508142548,0.345311926272629,1.28768398687812,-1.04328022585964,0.836070200988437,-1.19351652865034,-0.372071466071686 +3.10235754149061,0.842375303778161,0.577741279915219,-0.79853188280778,1.50807669466516,0.248245276843885,-0.17342128353671,0.540489004274626,0.471886042883088,0.708820804120283,0.152777939430176,2.43194419301287,0.388295575801152,-0.172621857855931,0.596990803712529,0.278078246922613,-0.452798146987345,-1.5468897700127,0.954628952183927,-0.407807569065836,-1.10737836445166 +-1.00022462291141,0.953016305056382,0.262448769456028,-0.737228883862066,-0.64697794001093,-0.291033830802378,0.432420375993107,0.673307101304334,1.16231815953928,1.04447754076195,0.104622470490381,0.253049802518189,-0.00617674292932753,-0.0664845716699054,-0.366587996201244,-2.04377457653109,-0.995536410913044,-0.150846456446987,-0.340302004791153,0.251096938218176,-0.38011723184248 +-6.42403010292324,-0.410631815753392,-0.393949854405646,-0.56277441907557,0.29356004064059,-1.32867379780746,0.38654626220268,-2.0972144698595,-0.816306941731707,-1.73239900607166,0.909071229071007,-1.08128605252087,1.58682928932701,0.892367697237698,-0.814231629845289,-0.770106829667187,0.0472717183260355,-1.09912485364721,0.943251666140816,0.5335000730533,-1.21033889606624 +6.85836996950194,0.100808276763203,-0.0516255058155511,0.79419853047803,0.587716366418711,-0.566767691431432,0.128512839027238,-0.69726041366866,-0.664288564723359,-0.234465829457721,1.31782476860422,0.57924453003714,-0.539741691329362,0.407167257935128,0.545491031791015,0.543977181428421,2.08290134602963,1.99811685273265,0.673692558424999,0.765905386010393,-1.08152013612985 +-1.55140853821259,0.920755693184037,1.14028294834856,-0.358629354749601,-0.107972548330459,-0.642392712616352,-0.519796827263084,1.0535914938283,-0.0688451529937328,-0.751661671255994,1.77682877647616,-0.556080733715172,-0.226563855281925,-0.821343668803389,-0.995806842958865,1.26030348323211,-0.343950282778483,-0.367834946518074,0.236474528333038,-0.689986218368114,-1.61454225051565 +-1.99977948765919,1.45959521489172,-0.786631542066853,-0.600421142222656,-0.0963735538210131,0.167872853169335,1.03954146977188,-0.944192569083171,-0.176170158756527,-0.803495263289795,-1.01580535527661,0.013326088759418,0.755602443378401,-0.973275017084485,-0.326025583592959,0.844694005057745,-0.414510984972461,-0.237103652516952,-0.727497255897026,0.968761973083951,0.117920763070575 +3.61571233253757,-0.396842534166212,0.601437056029123,-1.52207792907845,1.90998287072323,-0.146054276881531,-1.06535516931907,0.311738057818413,-0.0172900887682703,0.251866731025456,0.874863278122194,-0.152847424105182,-0.92635312142795,1.50336615540631,0.510875600439967,-0.0651882730308028,-1.32814647174233,1.22109338107302,-0.559640781449852,2.02113636949648,0.907953625746526 +5.71613687134503,-0.483083828777405,0.874993564763694,-0.229161864331559,-0.27776778826223,0.143227817343503,-0.00817971996427892,-0.294605573215506,1.00459676030941,-0.0650101607747117,0.497915751828407,0.945203064379149,1.20514053660918,1.17277371745587,-1.99441535315808,-0.57447786190876,-0.41508122308652,1.86294724124924,-0.670207242347354,0.306810416236764,3.20010591389742 +-5.7979432605717,-0.316219132316045,0.456726190830208,-0.0124854519842579,-0.0312245048100131,-0.290640113301732,-0.3556420695146,0.0500265066814397,-0.459428277230058,0.391303061219897,0.115268074247473,-0.93838004827488,0.790019774349704,-0.595697457230677,-1.1154984968763,-0.85825722570815,0.405238154794417,-0.777010972090453,-1.51981637943345,-0.556568208228742,0.651509364130388 +0.297012413602592,1.21000394782544,-0.2971341353974,0.964798031690751,-0.335865644347185,-0.0289603342607217,-1.44007834069212,0.153920263294066,0.802725558514872,-1.12197307161901,1.18726630735307,-0.411457872415539,-0.205066497637867,-0.843525856275736,0.117714162230454,-1.70870435637456,0.141533621787783,0.155436176703366,0.354616750240352,1.29614069896848,0.765483671735833 +6.7453125600617,-0.75298064796168,-0.08074092294032,0.184169827303409,1.90360488104236,0.25204498209051,-0.202181112302556,-2.04740276788581,0.957482873630797,-0.432231137304589,-0.154086519947451,0.956338876958647,1.87762991457949,-1.47213517902595,1.89167752998702,0.332323463175883,0.612577135073045,1.17866377312604,0.493961815374808,0.893367262292826,-0.548668707926044 +-1.42312709228015,-0.649267243627047,0.559757600415668,-0.206835546865332,-2.22517521941315,-0.0192071697154564,0.309166974918927,-0.999060453894961,0.0819290534670307,0.853052127188107,-0.658882964671118,-0.745497818997971,-0.761358905824955,1.27183668133131,0.545828176533939,-0.395914353996293,0.330853073409386,1.39182738466138,0.0494097299502169,-0.480018535876836,0.365829156398896 +-1.53792100610874,-0.25424445327965,0.49851955687068,-0.070329949947274,-1.93551519851858,-0.565520993029552,0.956610212483446,-1.3007155324284,0.52997831036889,-0.809751907768075,-1.136273273499,0.493983829213362,-0.183262631429691,2.29510751733606,-1.34684304453798,-1.21697798040141,-0.581498848645502,1.01157367594129,-0.0153228311117629,1.72959516947141,0.807631882414297 +-0.926676728018118,-1.29636955777937,-0.0709777789539619,-0.0619613498843344,-0.533606974595095,-1.20104867750853,1.51811234752599,0.382265966400936,-0.615254844644428,0.518366687963251,0.721501377816697,0.0994589187839343,-1.08944279468273,0.202130312982213,0.693735957042447,1.34804855838897,0.220880233268091,0.831725251366555,-1.52000139680288,0.707397850410032,-1.60399755156801 +-2.97813686844645,-0.424657090715449,-0.288256617030102,-0.78449801735062,-0.399080518348079,0.92346194514277,0.0261231879868391,1.3872181268885,0.966700395491106,-1.10702766190843,-1.63289975893174,-0.207224182083234,0.537417301633672,0.0122295677216163,-2.51162779089786,1.13378370464545,-0.104385877268326,-1.38550725716937,-0.904411743293729,0.460465063462199,1.3594412981304 +-3.60444157976504,-0.399155728619728,-0.867649034567396,-0.439668514428555,-0.189289106248193,-0.846973266849934,0.794901631371223,1.2407107910606,0.276071175338296,0.721963921020865,-1.9447739117085,0.0244110565190236,0.149751689572161,0.122684321651851,-0.398810886782234,-0.98495685599243,0.714466575835151,-0.0529968834450781,-0.2390355270856,-0.680266768048772,-0.622390937838517 +-3.58193384599033,0.0598749090244955,-1.50039555280226,0.0707303696201247,-0.150492023476945,0.259457803220581,-0.548931066846042,-2.52349506560179,-1.35157841701848,1.38698089081212,0.622042744665269,0.229679935689126,-0.340063281600547,-0.506746086455238,0.63638506803106,0.954414363015597,-0.871606216792598,-0.534824632487596,0.441736295167202,0.693917971916403,-0.457508255769642 +3.93141767471718,0.680677864359805,-0.0130300215573184,-0.124507445066537,3.0153828132508,0.719942428590013,-0.578468100539069,0.0116901364106842,-0.274576701142954,-1.49980263691057,0.321125274222614,0.85614082606063,-0.0320581863170184,-1.5528751192642,0.74675790933432,-0.362938627534962,0.16597207060518,0.0115006174411675,1.93893609008397,1.64311150242171,0.0246932388932552 +1.6504020510785,1.56942176085768,-0.0780186580336426,-0.969607192035581,0.796992780464421,0.948663783805747,-1.23448857101603,-1.81462927757386,0.213852305795946,0.32496379039897,-0.29988001106384,0.121336188907958,-0.269051496366623,0.731727347021649,1.57442555055117,0.135183668582653,0.340462782272823,-1.73275217572851,0.0662423501395214,-0.806792647354836,0.131722960698148 +2.25152654115586,0.811309021886984,0.10315227504979,1.44360007050019,0.979465794117173,-0.103920267895216,0.452994107003986,-1.40963757154564,1.49862108203868,-0.746517160906228,0.877779305167089,2.33839862444337,-0.824006760177865,-0.0809796556718821,-0.186939163844541,-0.159846468727266,-0.791532556650821,-1.59742675844989,-1.0058625747211,-1.29225652974467,0.104995050290056 +5.06966899972836,-1.27126792541147,0.90542857468512,-1.26420584466607,1.00369578153746,0.385231981822957,-1.51330350402086,1.4688132567506,0.853932139351566,0.899478883837133,-0.121184105730839,0.406925982723532,-0.810756121637317,1.11835952715155,-0.149081155737987,1.59331420028344,0.320563990800224,1.37995501833233,-0.0633322386710806,1.01385102755956,-0.672717439636458 +-2.63951748901219,1.50467588437595,-0.414711934882091,-0.734464052948864,-0.322857466808083,1.43258543175929,0.310188142494531,-0.649213452260508,0.0467759576308982,-0.509848446180666,0.0675147402871015,-0.595041399603219,-0.0229293009124225,0.998935699690284,-1.30291422209282,-0.544655433688844,-0.0480240986824874,-0.964992093771792,-0.905197110231006,-0.481554318066733,1.68740618216401 +4.08689417679729,0.806987101038061,-1.3256585644965,0.189900958712366,-0.490758844428207,0.127686659926472,1.17880021634246,-0.625451676566253,-1.83860335808963,0.295808627708878,1.27497330124768,-0.384013726334048,-0.360294524340745,0.379775881143743,1.82812787093343,1.54157025692511,-0.448231873993795,-1.25363092535073,-1.20619262726928,1.89343868853873,0.622937646981865 +7.31481141108013,0.0645769808025886,1.25588215242455,0.141857664157763,-0.193007026549265,-0.321580125429621,-0.446379154331654,-0.216621591368601,0.85306493628319,1.01741750927642,0.0828881985121147,-0.35082281785201,0.828022296464913,0.20401679578398,-0.0321404955887409,1.76029047226951,1.71483717613698,2.19337757250295,-0.627791543941583,0.205122082057217,0.735037830330814 +7.19219672022535,1.34405371053338,0.717189796098659,-0.774671661665593,1.35530671143512,1.71846470412882,1.7966163933279,-1.77001870048527,-0.042876712461012,0.0125582117258183,0.292338120471943,-0.0378071328364489,-0.053159041118544,-0.472853700681139,0.883827427822149,-0.485185168554552,0.265228463395737,-0.64185301994317,1.04071750745056,1.59273658952773,0.338720631434394 +-0.0608356529669503,0.541897771884441,1.35166264389428,0.393303794764497,0.678498583707598,0.0965372129292852,-0.0274379975841119,-0.637916794371274,-0.129600689112001,0.111492934361643,-0.107891666148662,-1.41343598849703,-1.57035313431052,-0.260128589623341,1.13340900320955,0.205696169783727,-0.588279276148365,1.09529550915425,-0.551897966891988,0.302444764491293,0.477359236111641 +-11.3255051311237,-0.154065040866368,-0.619306255945051,-0.492304658839122,-1.62759896187099,-0.780337748646452,-0.177518231099993,-0.562191804424117,-1.6406549251055,0.452742977842509,-2.43017377480281,-0.40304242629327,0.687183996488068,-0.706366603405398,-0.774947042422264,0.520908769548041,-0.141543560214484,-0.96419781404132,-1.20426239082058,0.0835777583653371,0.23490994612024 +1.39717183352905,-0.582331651747986,0.521972233388492,0.638179914698329,2.10875019761348,-0.504281822846192,-0.461871470177831,1.21586252565961,-0.452712881279528,-0.0530175315845212,0.897915004039389,-1.66730536552831,-1.41584149913959,1.34102476390619,-0.360538773271577,-0.625792661588462,-1.26038408798338,0.108272238383517,-1.03311572123774,1.01609148532603,0.381143836858545 +0.328594363609152,0.886588633178034,1.23520685756293,-1.01562791774359,-0.112395753143139,-0.528647745766859,1.18467774829243,-0.140617235342123,-0.346706127119201,-0.48004827789165,0.626321178785295,-0.30377327534381,1.97333656334227,-1.13769568354904,-0.303456878325927,0.662876895613391,0.387967647014129,-1.65867880626761,0.690244609791835,0.104197651138006,-1.51002388044084 +6.82888239940645,-2.21115696793904,1.53510305818888,-0.638521485895051,-0.157633364748905,1.7902419199369,0.350235584456697,0.827845297495085,1.4059285091883,-0.672529992160646,1.63256031295297,0.966561637595215,0.363393980819354,-0.183231304693673,0.802604416346957,0.816147518713489,-0.470877196944539,0.165775177345329,-0.423568591743856,0.897983457066377,0.460044034009298 +5.06053591515559,-0.154888281093838,1.4942757408771,1.04680557377135,-0.57888975819128,-0.6123507010553,0.0251867482441495,0.33481854482739,0.543553946729191,1.18659090708582,0.0621832421424459,-1.02879121453147,2.14444472873294,-0.0237434290509567,0.506778164830208,-0.247981395519035,-0.756958725269259,-1.14688456831642,0.250029473042884,0.444858653294533,0.971306004563954 +3.44561824524414,-1.12711344946393,-1.27835735570354,-0.798661141869819,0.330190295746345,-0.58476045656867,1.77257895983699,0.273868864999677,0.0198428824489579,0.263674762638237,1.12663416693416,-0.48040956635939,-0.270626636699596,-0.228727225042609,0.671552644584415,0.906618517945395,2.50558400374063,-0.409849170868159,1.63511165761227,-0.844332533375863,0.0586147207543235 +0.168440259096178,-2.0201170359968,-1.39678554027924,-0.737152955558391,0.751185625094324,-0.0941609530260297,-1.06530411389162,-0.206912376162127,0.380174450582821,0.740422395729213,1.84529125398494,1.44560060528729,1.11188288598761,-0.585116189381494,0.786232484206779,0.952036775354125,0.925946030639418,0.234935450746322,-0.975598669684703,-0.413036306126818,-1.10856848332101 +0.247225936451626,0.222627003401442,-1.9887238757774,0.317557603798859,-0.0125442513194476,-0.619442530467766,0.465131036633768,-1.48887851771399,0.332560315026782,-0.516623383694754,-0.25242162213438,-0.382218562949414,1.15814957801699,0.940743293780782,-0.207863521151548,-0.839959759823119,-0.25814256627008,1.12777741912027,-1.01377690087813,0.37468871742608,0.635182169392514 +3.72682907668235,-0.127903122118574,-1.5593863968407,2.30597630785546,0.78672636021141,-0.741397616908528,0.812276256364463,-0.179614999998906,-0.655522665873647,0.598446446408551,-0.830634329550241,-0.764715951478215,-1.37650459178344,1.60597231174066,1.08209993685766,1.12873271570048,0.227403824432927,0.0324885364620807,0.645381961117096,-0.565562753887843,0.410693679385651 +3.48990649471714,-2.02404513877355,-0.437225474361559,0.441232030169289,1.32408944651177,1.4538558537098,-1.01359656678336,-0.125589838668334,-0.28405556723335,-1.06244244175091,-0.375249003858101,0.911807956946466,0.155315902068176,1.03866716615117,-0.334445991141215,-0.854478775714528,-0.818620767633858,1.60168503863791,1.45834506035652,1.1688803104026,1.04833318696746 +12.8178152248211,-0.279678879183236,1.64961447475936,1.152650652112,2.17894445024807,0.902552721418648,0.51167549848308,-0.663183033983105,0.734608855864192,0.168194943395318,0.127627367734399,-0.476755422455011,0.750941965033662,0.824502954940725,-0.1125580526315,1.70374374485201,0.604937303858487,1.16020109161316,0.161457342159712,-0.120916555308651,0.827010811910212 +8.54527584864467,0.420630659980623,1.47634015045874,0.966213953834574,-1.48684220609123,-0.0459363679642714,1.17347383186088,-0.462760076934454,1.13865375726624,2.81622389065954,-0.197971301228322,-0.539292276466018,-0.629365364995128,-0.231044226263303,-0.273286113196091,1.98853162504377,1.35241413692732,0.47651173568775,-0.478631463390951,-0.706797923615069,1.40983804791641 +5.79983144338731,0.642884936877863,-0.199738288228905,1.55021130874431,0.599002641648716,0.0292799824210909,0.488300924135189,0.151544946462764,0.112789257860595,0.904198227692922,0.961422967908568,0.650718419844314,0.472436982963458,0.339309521936647,-1.74763881734365,0.217370814127161,-1.77567572184381,0.446248668186956,0.883615311726095,1.15399897116864,0.221247267091374 +-1.93072683182326,0.294381382694261,-0.597036549252031,-0.907741359525426,0.63806445411404,-0.330077179944363,-0.174348131854011,-0.0717690528374432,-0.803495902238768,0.783248746209454,1.88621888424681,0.211540999483501,-0.54493692615308,-2.80936460662558,-0.2972336860723,-0.32227418850882,-1.02068800149308,0.777357561862389,-0.639914118433513,0.884642297838592,-0.0487727871672504 +2.28319644900202,0.719141732450454,0.611075601121751,0.661687587136833,-1.71879931334001,1.42685582829935,-0.17770504595966,0.140931013001777,-0.43848280495188,-1.42207538982273,1.16131858112426,0.903240319020888,-0.261320511863064,0.12413949141112,-1.38822410482736,-1.5392956824886,1.57150375535332,-0.243256150075256,-0.417545666485368,0.967503092335317,1.00350878812095 +-0.296215911128524,0.192504699318315,0.2827093561402,-0.251558781137516,-0.0397188829332318,0.711693534338995,1.11562204538492,0.887445526471511,-0.679380314105703,-0.57484667654745,-0.29949338825453,1.06034641794458,-0.0707425434968754,0.399207940781704,-0.264360850353383,-0.495119992629424,-1.06552351926763,0.12389008272946,0.17919797413826,0.15607730986825,-0.312830333937819 +-4.18794769553824,0.36743963595642,-1.47029258762312,-0.135265429974956,-0.330752467139379,-0.583258809037757,0.00582560762550894,-0.00860053311014563,0.0640428946369904,0.916706416429142,0.139040791271132,-2.46210218898272,-0.701552180224565,-1.51515822966305,0.00124042630331544,1.694569329357,-0.546822051925697,0.911677126541179,0.378481738227564,-1.5235400855739,-1.05377845359387 +-2.11406177201577,-0.11339892170305,-1.88867252799157,-1.05434028704218,0.684993636488113,0.158099990890752,-1.12072440883482,0.868575155550352,-0.737173206441034,-0.44837725549319,0.627825764039548,2.27620321552099,0.50724529061398,0.433176625259251,-1.2515597649644,0.70719730191726,-0.458310132243551,0.435693148438301,-0.430827924609682,-0.500976921152065,-1.12277395530169 +-3.65086716975979,-1.03659361554291,-0.673529518981055,-0.383579172790333,0.60655675399591,-0.871615575253114,0.0265116319874062,-0.596369221207743,1.26700812274573,-1.55389561109234,-0.143898842593251,-0.81152658766119,-0.178543735881624,1.15420835874241,0.776430774310048,0.496883257057378,0.676019170838536,-0.412106981259576,-0.288868975945316,-1.45291741971076,0.141106760260216 +4.12738467722272,0.252591163499661,-0.934847920712603,-0.770653779979587,-0.547392576664285,1.3220555754117,0.238202729567206,-0.710411688178457,0.292741109657697,-0.00768671408506953,0.219077585385113,0.297992560046296,0.283207898473784,-0.60078652894614,1.06405548727001,1.12685180154376,-1.61076427913604,0.32393977386719,0.442449571848091,0.350243542574192,1.88059895547695 +0.763433985667938,0.92254542259099,-0.917859160349397,-0.846551337129884,2.35603997071741,-0.0706672135560549,-0.586623959893729,-1.52801833589644,0.116984242426755,0.565568691184428,2.92906176687061,-0.556226980419284,-0.399133650127833,-0.881736248174221,-1.83417463592746,0.2934039488986,-0.215528386799713,1.24109908515421,0.637996332980628,-0.931584675333756,1.27699820216765 +3.42325235628805,2.27493594555922,-0.290021222433552,-0.311288357025438,-0.379770792158457,-1.96765716174985,0.242248446322432,0.916543744895452,0.645058539751862,-1.34045560687552,-1.54771474894723,0.361814455436752,1.80500601349161,0.994196970235315,-0.430199473494007,0.857969941529524,-0.153864515093844,-1.77712539520192,1.94679627678019,0.291767690667843,0.352336941816385 +2.89765233125725,-0.4414386682088,-0.862725244986937,0.00750628809325717,0.5367657200926,0.756474244878953,2.80649918945726,-1.83759358394949,-0.488392662308006,-0.713754736706312,0.660478078967002,0.176942355039113,-0.743287880965626,-1.78618311215946,-2.05759426148266,2.94326028049925,1.5274134833534,0.952523947142317,-0.407204023156552,0.445006914726359,-0.0484023593326957 +0.495142388336824,0.0117520326654933,-1.78104046400193,-0.434929668908701,-0.472373081950801,1.83477706613205,0.392463010726499,-1.99951655238944,-1.44617839789848,-0.81373366889919,0.0232109576576404,1.16374445753738,-0.536803799023621,1.47933195274552,-0.169994594413346,2.12046828012359,1.56563642397952,1.10677647544133,-1.18935376057475,-0.54187708085023,-0.337178096501058 +-4.46539483636907,-2.12699307927022,0.0443222341276357,-0.647172307528569,-3.68290531941769,-0.153168391573305,-0.308394934551191,0.410143159431272,1.29263437972806,1.04042451437411,0.701983478095927,-0.167100439879166,-0.181831554875983,-2.33425080227303,-1.19322456948264,-2.29337460135461,0.181861082103211,-0.594782223718498,0.243623480970848,3.08218368388483,2.40935328763369 +-7.39770433825955,-0.792114565900454,-1.85171261276156,0.37264575785398,0.948414676278472,-1.48533390348809,-0.870973013570567,0.412226449736226,-1.07453281411413,0.665688645251226,1.64141851598555,-0.617658679204274,-1.79253559195017,0.0472577671525785,0.0548940829419956,-0.765837190865462,-0.562757487816219,-1.41966975548631,1.116801440102,-2.71251630998236,1.53646320207615 +0.625012116262629,1.28881808340777,1.09746578432504,0.524018668484583,-1.01741643753174,-0.600046414284918,2.25351903223877,-0.7721566895582,0.501110266173409,-0.894366838404367,1.25857376986846,0.527332609395066,-1.32931453058486,-1.31000794716844,0.825794397946182,0.055386047144359,-2.07238264646377,-0.206510361908124,-0.380230477096879,-0.111322106902912,1.4348874911802 +-1.57879180795215,-0.254336528393991,-1.12018713064246,-1.64667651502178,1.14704997018058,1.13512202340184,0.933645145043454,-1.18696015303624,-1.16401780165525,1.63884351063261,-0.0314375356620422,0.0873496806646669,0.196488496240385,0.763226301070467,-0.872389790509767,-0.54099674347268,-0.79703572660298,0.819242565455972,0.168279509305183,-0.420887605865624,-0.500564610059501 +9.41978446328122,0.568885735628597,0.705439244103486,0.456835207108258,-0.62518691806779,-2.00057049464556,-0.726902615329442,1.94573409230972,-0.286920037812917,1.3331121866154,2.09161308109106,0.888736226167868,0.161344532811381,1.2349644592577,-0.0631237341775675,2.04126422892013,-0.313709500728669,0.310546384596326,0.856360074084784,0.81607141776671,1.14043564430866 +3.47495845204321,0.667450330177768,-0.142338124366728,-1.38412768082339,1.73990005355314,-0.394431096291735,-1.70641675120628,0.41115159280827,0.905814680191223,1.97899520032759,-1.17022348579476,0.342576974910821,-1.17976647566217,1.26785480777948,-1.51841289081745,1.19764239072642,1.85970608248929,-0.172603378970966,0.086496408523661,0.538266639014382,-0.431598870650669 +3.5903398597832,-0.949624291823464,-1.14840272478238,1.00923707352221,-0.453955315588289,-1.40594352160717,-1.27389230652859,-1.44575288341028,1.86576432011313,0.794753098402013,-0.518153155544342,0.491621087237544,1.63392606856369,-0.0822206702189158,0.534653728177737,0.645788243712594,0.41491627878388,0.611719892014858,0.178291033313895,1.99344846275211,1.15062389369785 +4.67073479833248,0.0155086723690204,-1.28326950068148,1.90966414020496,-1.89053771693735,0.756214959767615,-0.701136769778293,0.891883729103305,-1.41824031313508,0.566278279467606,0.646040292736261,-0.916529590483972,0.0820854507117088,-0.203959590436755,-0.131451754565003,0.371963913226312,2.5582043543073,-0.0885055614268644,2.92298572160627,0.0850275936090695,-0.117561424846348 +-0.279129502537655,0.232532403876864,0.251677179696121,-1.45123969764838,1.28520049829602,0.0517517786950893,1.50940631152008,1.0422335765733,0.240570011010692,-0.416323209174024,1.19430522196821,-0.693532695535126,-0.849934529131401,-1.19123821057526,0.298096159062926,-0.541565581119912,-0.052818871479642,-0.271079900584853,-0.218224848717829,-0.152352305116688,1.89256177284833 +-3.61470933110374,-0.31168916045945,1.23508396808288,1.38795443290399,1.32684388510199,-1.31525154527186,-1.20979213323607,0.026208235645744,-1.32289999096285,0.487935978018273,-2.59275168721517,1.74398236445219,-1.31138699807237,0.205143391557951,0.0355098903060829,1.17804990335266,0.133980571524207,-0.600819386271305,-1.6292284607818,0.216367842884429,0.236763285374544 +8.21802353406028,0.205749057657957,1.70025805993799,0.325417862209445,0.0208919329840863,1.1897432403375,0.0506845997070748,1.15352954557245,-0.458763254651694,-0.00532196461592648,1.14672686680256,-0.783738380440419,1.95992456742287,1.85263427690464,0.763150705255162,0.510644077712607,0.0516433403716904,-0.303173570640582,-0.338827485316389,-0.0608183566435061,0.516909410581891 +2.5931044948752,-0.653986924827893,-0.448447803793639,-0.509627973795369,1.00458658534192,0.537162094097227,1.05282942837102,-1.50735830668835,0.600095081364326,2.35743582842506,0.417743978987232,-0.97290207048947,-0.547066294288861,1.02849817042277,-0.791814350445541,-0.217269538644162,-0.333680196207916,0.387604271857268,0.553682755571611,0.452751951498568,-1.09370746255939 +5.30235326055291,-1.15325770732252,-0.426403146495012,1.82950162978706,0.892543104737244,0.0135817080754865,0.649585249222647,0.187828641468973,0.875643646092126,-0.452607386663696,-0.295234445189237,-0.785075192009591,1.25393507384388,0.827806956661709,-0.583821728604592,-0.994883244282298,-1.59119254288314,1.44960900675728,1.55980782284988,0.438033183329161,0.500218546935883 +4.90146294403702,0.527490918982484,0.3381125627996,-0.862581095120165,2.98540506145884,-1.06136919388137,-0.542634574566226,1.38365529509905,-0.147128093886667,-1.09808958626555,-0.522737622542531,2.33650382202456,1.1608074250201,-0.825826117746885,1.59623652985217,-0.0656748057768117,0.998845774213773,-0.046362011041779,-0.222745896425359,-0.328477828607155,-1.90592253513227 +1.30583826532162,1.39391910941029,0.292745673871055,-0.168700019697591,-0.773850597922651,1.07892879769918,-1.51292673007036,2.11702625356335,0.168353687674458,-1.67389035634325,0.222525603149546,0.860585719492339,0.707031609350404,-0.927990153257473,-0.720887051061898,1.87524124187274,-0.462242014182088,-2.01778182724384,0.24875875077925,-0.321378827560124,1.36770657097254 +0.602612171377801,0.18163055610461,-0.533292972777086,-0.655303295692647,0.0769557348873787,1.84399989395252,-1.42284315760543,1.0099951204023,-0.245578189347916,-0.899036174733477,-0.25055503213378,-0.527292849220648,2.17820715296782,0.22869097398181,0.3349540417751,0.14173843901217,-0.0942751914847945,0.226701793087938,0.304839773172397,-0.570958622602175,0.230809063017895 +4.44957506366416,-0.0693015234885069,0.934278193728135,-0.203647848031739,-1.06614125316648,-0.535648193861293,0.213850661821917,0.493355829026917,0.156637229339861,0.00783211592031338,-1.44308499945302,1.87867844722468,1.63931296201815,1.43720341681392,-0.616067814411828,-0.661224204613664,-0.35888025737686,0.0649188715809312,1.21692045706453,-0.453575107667912,-0.435479041721771 +-1.92942492578055,-0.294465386532543,-0.35866949877469,-0.708750913959037,-0.881783785612901,-0.134216482716931,1.16616556041856,-0.168193702246537,1.11679888670198,-0.598425505636974,0.674056850693237,-0.40012173240649,-0.429419716092216,-0.582502512885475,-1.1408279000809,-0.640386658792131,-1.13708437082224,0.68724616791133,1.28914284091941,-1.17534539564611,1.58512066040703 +0.653459864286677,1.41403033530268,0.384082104707537,0.235581393694954,-0.15605684250405,-0.638963007431051,-2.08686173512813,2.11613960677782,-0.709196529398068,-0.271982245920508,-1.38684661309636,0.0137085518032067,-1.66487645823523,0.856537465787834,0.300330174361875,1.23967273760898,-0.552784771275152,-0.0183327073401158,0.321852534276493,1.29902952515704,-0.194728192440966 +-2.21816415683176,1.09999772979784,-2.39209712069046,-0.673167744283436,1.18620855107557,0.229361996531683,0.23480548811756,-0.0294404281656529,-0.0581272988566308,-0.481982942003991,-0.0663400506502425,-0.114834291709268,-0.356387317809582,-0.523515986808068,-0.0740223469317418,0.581706939369311,-0.381927716866745,-0.22210004030043,0.34029207712726,-0.0796987817313577,-0.371528495222266 +-2.19685027125784,1.40441124180377,0.11300181900843,-0.0289660852596654,-2.2774242574603,0.744587950240707,0.368802247148959,0.196217416239508,-0.218377464643648,-1.45030194848204,-0.484235351360312,-1.03954074291589,-0.671308170263432,1.08900133177339,0.533898110048067,0.53943837044695,0.922666041823061,-0.493167225465541,-1.35349383414201,0.590902404095325,-0.0860797695701072 +-3.03318976138973,0.623132278005593,-0.0210823192541446,-1.7593744855423,0.745478134993501,1.20563179401495,-0.680153911542514,-0.0659013840709204,-2.52845088286725,-0.995927759532157,0.393065404689979,-0.945575058781634,1.45623170702068,-1.59167280723213,0.598179404910361,0.480712617591184,-1.78779896847317,-0.803567136802463,1.34900046899955,0.979716809648867,1.66878344815688 +2.29058132402516,0.273942896727816,0.737284445958178,-0.057093548051891,-0.45002439240533,-0.0803129400893981,1.11894210291243,0.429551148536148,-0.592528246239928,1.57077719817419,0.75026294459684,0.753409658243776,-1.24485773279038,-0.0331867481727154,-0.831888609089648,-0.231709219415849,0.677471604321688,1.32884244161109,-0.198613370210438,-1.54575633564161,0.0481384011381343 +-0.434738227118973,0.49964579288254,1.43699375921749,1.06352183899181,0.227663295852365,-1.06461054382136,0.79578807003185,-0.697176759025377,-0.654908586098268,-0.443421847458354,-1.22181721304349,-0.214131519325725,-0.397163244770618,-0.74669982442322,-0.708856251835611,-1.5356555390111,-0.0756384933550479,0.146368757187695,-0.315430931188355,0.2999485238886,1.40982414611072 +4.75970850126061,0.263341483514055,-2.03174608718788,1.17249946643988,0.190830877730716,1.05674472541126,0.730975632664141,-0.611373108888938,1.17697301240327,-0.755722553696052,0.318783246992389,2.10217417510896,0.116488145819593,-0.265677554471654,0.122601439077198,-0.38221279438017,-0.261714620061659,-0.317375576289543,-0.51228794847042,1.23187945812188,1.20979607558441 +0.131910653876329,-1.2001182774584,1.14787525983566,0.633990649202305,-0.427617169103951,-0.792160467633203,-0.075721424512168,-0.703708386850418,-0.30937768096873,1.03807887147078,0.329494283457007,-0.58694779094955,1.06437965295397,-0.150673885950432,-0.206575616572926,-1.14463497017175,0.8338467762895,0.449399594834226,-0.58860462296598,0.590741578947479,-0.631871224551078 +0.0680213205461158,2.15178194201986,-0.541282691140351,1.00075313589479,-0.256958738317586,0.437850220036956,-1.20153605713567,0.0937262784788834,0.0986572491435412,-1.88591863043649,0.927029230598897,-1.97690988779967,-0.173983486556084,0.719071152962914,-0.60486166299098,1.83218562222634,-0.322395320734657,-1.58380057523408,-0.249472344156328,0.851044049437379,-0.642885789340594 +-0.481447975368867,-1.145469601333,1.13963177770373,-1.21918744932693,0.772552555760706,0.154605021126328,-0.319541739209507,1.84512758023949,0.404611886973913,0.128287535287745,-2.1747446252351,-0.0257209039124661,-1.37978335607536,0.0542392875197578,0.72249138628966,-1.14743847071154,1.47649076839397,-0.775966792486751,1.16229498085938,0.559837053304616,-0.62838087489496 +8.15304719787177,0.952305694430701,2.32943595179259,0.759766914756594,0.581203438181105,-1.75253712958507,1.42082767971576,0.425900886518678,-1.24256295771847,0.114306874750797,0.0727848472715149,0.503703916749758,0.264435952985596,-0.485984987506601,-0.820580744475107,0.732727006029195,2.38866732981852,1.73680953452833,0.0685875345228212,0.258882002284706,0.053815988215161 +1.96565862465669,-1.23592403203755,1.51099910327601,1.2411002890935,-1.14849606759841,0.75215868124778,-0.215836026783554,-0.892016419098387,0.180299869945221,-0.169688294170472,1.10945583407882,0.217935921183154,-0.014713435392029,1.18469425089767,-0.645361824321835,-1.02757917745098,-0.794830598936906,0.767351609064743,0.798054326078833,1.091322813805,0.0308777990851271 +-9.3941117364824,-0.893846356054158,0.891121611328388,1.49157259503781,0.00320188278930356,-0.33593666993528,-0.577818529094208,-2.27258208832379,0.638371952538864,-0.848689054926428,-1.32683887702931,-1.60158336998483,-0.403203515622949,-0.64320065671037,-2.27459600526128,-0.267968087947331,0.0986664737462801,0.440758242328638,0.157323286313593,-1.07017147197917,-1.01644581451494 +2.81696644892742,-0.7089109834713,1.15630020915752,-0.712053347317512,0.845149383639274,1.02960048971583,2.37720753402787,-1.02419301382663,-1.02630570101402,2.03462306431253,-0.163315513112951,1.39670909639064,-0.407321443678868,-0.185044822488232,0.888825894619492,-1.34706953334589,0.726734727209705,-1.47793633380819,-0.178765236647968,-1.2544975290722,0.661632212342608 +2.3725850609002,-1.19765706762331,-0.243987108296835,0.21209219904566,-1.28701698139539,0.0735972814831008,0.354082603204296,2.18296613769306,-0.797157979292558,-1.60387725657293,-0.00420118173397814,0.867801506146147,0.882437389233524,0.760119487878402,1.62137662142073,0.482527755618794,-0.122547119732315,-0.31009153069486,-1.21542906104642,-0.0965420969152189,0.908035608832832 +-0.682234684748849,-0.0700903423260169,-2.03778217808496,-0.0131821691754274,2.2973211255292,0.0685434807253647,0.103820986677071,1.60725161410549,-0.383880729046297,0.354999368367143,2.17275170972819,-0.572799573482623,1.0970489573159,-1.18044529357149,-1.12708488294184,-0.757892013011186,-0.992364825697904,1.25650303622447,-1.30355415538358,-0.990008366809848,-0.257514091306076 +-4.19289220840144,-0.849229429807808,0.227881634507983,-1.70319394169269,0.253097675174206,0.313847738120361,-0.246355840229369,-0.0162289138496731,0.635311709870187,1.00159559759581,0.646146590813723,-2.19624387623185,0.241163664371415,0.304113755608188,-0.116315251713245,-2.03220969411502,-1.20549166348854,0.825560500914215,0.951150442081895,-0.220318409697987,-0.448011065912274 +-11.7351744566113,0.156863358630424,-1.79927603130623,-0.298687001648572,-1.09131488847426,-0.956250717177263,-1.47480514378538,0.583130524118188,-1.37023599880105,0.418403223492704,-0.673842342837903,0.0882711659876845,-1.79161605097274,-0.125377339215244,-0.0380970425019567,-0.327327755852551,-1.18936804831158,0.0845685219951977,-1.06683655577326,-1.65025701940016,0.595586693795506 +-1.52098074801659,2.01741510883182,0.442738304072951,-1.69339704909014,0.130160174438901,1.74908203032148,-1.09897914939468,1.00189968532794,1.26252671175885,-0.0711423419997488,-0.328136455305835,-0.596202623966077,0.0836528480513772,-1.83470568888738,-1.65690400399296,0.500929401188041,-1.1671603652574,1.13005302159986,-0.698239966572438,0.673111739818239,-1.14637890360441 +1.03998587374412,0.737592620068243,-0.691736451143389,-0.337954741975433,1.64290879254086,2.11569832997136,0.0723025700912991,0.704101508109852,-0.489992264018874,-0.653406339269518,0.993409451176766,0.549932313209565,-1.07015267428459,1.57135332317686,-0.584352995049208,0.719119614822974,0.0701852291064841,0.461543599441023,-1.3748058383901,-0.920535535565876,-1.60948474737463 +4.36890224608525,-1.69158922396172,2.03400238523329,-0.665744858851002,1.59450110710032,-0.668512176142367,-0.394173692129164,0.00667244071626511,-0.685446582760124,0.206301062337276,-0.321044955831214,0.783317793394777,0.860054815831424,0.569823868297697,-0.990851229861912,-0.0719075789506191,1.80664256755258,1.37543473690643,-0.411074179646325,-1.44783060757264,1.53274891244905 +3.26151921535106,0.477716591999452,-1.35785935380599,1.22674471474012,-0.926797549486535,-1.88246752965632,0.89825059353089,1.63822140508404,-0.700123105374249,0.641398797862605,0.804806825295658,1.95873957071944,-0.0417818010771638,0.0255181683804296,0.641261977149509,0.041827730458365,0.254101125548865,1.42335851812963,-0.509084301448735,-1.08610073042879,0.71128440672933 +-5.18989356143292,0.0746825133798951,0.613452067684209,0.178339620134857,0.712443952705605,-0.116487315690161,-1.69063813748473,-0.855459241287834,-0.509838877649926,1.39146313985872,-1.3103811190798,0.177905427567365,0.878633893348167,-0.0843764499986172,-0.670302779762637,-0.245846552394873,0.254724494820121,-0.0582786470626574,-1.93751880156138,-0.502961226067718,0.155754377023588 +11.3288018044073,1.9424313403825,-1.68922293223447,1.88190996179534,1.57790957341747,0.394582854982262,1.95574271355955,-0.220514554164862,0.142765157524797,0.726161150471636,1.84094644575415,-0.325805405945102,1.76860716672878,0.669439298835399,0.140230058735532,0.675006693562658,-0.156480161435228,-1.28006180371863,0.0962678049065841,-1.00428341185283,-0.089659041433627 +-5.75234830796953,0.505147383068437,0.0211606047575854,-1.05893572203882,-0.913112221734787,-1.24995263769799,-0.499136705407987,0.867114999914341,-0.553841498586271,-1.52849208410837,-1.1801488655779,-1.24364104247146,0.0568203471950047,0.670033155459887,1.71408743644012,0.58384565350276,-1.41864139329129,0.639806722011875,0.158397764374323,-1.6016264749082,-1.55983458068711 +0.587721825384993,-0.258461577152228,-0.0922845237837428,1.06439333135136,0.244591019195044,0.606556670275932,-2.39716320249522,0.376449797235108,-0.494173889169898,0.734300415116748,-0.0876853962566834,0.517868878867,0.902593568579904,0.249228211232564,0.217310644996221,0.614909518358935,0.0562990774536976,0.237512433874835,0.247841513434643,-0.442225600080176,-0.828291055252177 +3.4385146387777,-1.2624715436231,0.441871766012652,0.75899503773752,0.938453288460889,-0.327851111968751,-1.41139503718069,0.43934373414565,0.227676670600927,-0.192021172608382,1.68305043839519,0.760596577496465,0.3513225835829,1.96287191985036,1.0112103894358,0.862398601908422,0.193309312311647,0.199885615733487,-0.081017107039552,-2.4640462769833,-0.766689937303372 +-1.29488421964559,0.0467896381203125,-0.818520111316014,-0.379732558817751,-0.573812998568471,0.52664178914897,0.3717740932759,-0.130813977513962,-0.102878310503027,0.0748388089860106,-0.1483422375621,0.561141157781067,0.761632264835081,-0.136388993993331,-1.59209144233401,-0.796478988588101,0.84311188857744,-0.165475771837379,0.565201723092047,0.265299318692749,0.534777020184621 +1.93841430708377,1.18997076537587,0.18345264003784,1.58264994180377,0.919525529915429,-1.16213270739632,-1.49418488132391,-0.0318240516719406,0.490855244704871,-0.0368252520427546,-0.159011327647521,0.0388604278925198,-0.56923897659312,-1.35277546823902,0.146809576332912,1.77136568283945,0.834864885579796,0.160516336740975,-0.347150675593109,-0.868067241540608,0.18881965902871 +8.32516610485744,-0.894031164622487,2.07676549599407,0.416953333491602,-0.656735229083305,1.93669839171477,0.348062959645894,2.31139497019247,-0.312370173391988,1.17216115330716,-0.0378391488711194,1.22807957340717,-0.540869275067509,-1.61181035785841,-0.317646181797619,1.46576232242945,0.107145332955994,-0.0999153985286843,0.486216075979853,-0.220870537015473,0.253942727107714 +-1.97419857061926,-0.765291306202586,-1.81123203355911,-0.543392985897453,1.06945729102093,-1.01272349403002,-0.485899634128311,-0.967990730080404,-0.420330173370606,-0.136194222859292,-0.872727277572386,0.419536431285365,-0.285269193484826,-0.441311403001628,0.0974618891873073,0.0318291497686592,1.58666534444806,2.12046175105246,-0.189444365451349,0.601696130006382,0.616457685704044 +-2.96841177255659,0.984525032892098,-0.647639977020704,-1.13728748472174,-0.618902926433179,0.226276048424754,-0.301186547828388,0.00759698880011655,-0.0316510007735806,0.412265001078746,1.94096018147293,-0.912079334675337,0.381492140835028,-0.655929812376237,-1.62239852671045,0.26180826204097,-0.264500318523141,-0.754124712586696,-1.2873923515787,0.332383101390643,0.413974650629946 +2.1707332943911,0.916771844367021,1.24056444659706,-0.0513235149216245,-1.57972670759653,-0.725309417737875,1.64942831885432,1.95200595313275,0.695340568726854,-0.0160718508421133,-1.57323895528209,0.69781878225895,0.162874465112893,-0.427686663276039,-0.336260172687659,-1.3509486682117,0.648665832408528,-0.131191601334369,-0.906291105414214,1.27407562670468,0.123095104849665 +4.0439519496508,-0.289544655064722,0.59310855542364,1.58510964948592,-1.1546073949407,0.679473645478078,0.987270791045638,0.00488713321533935,0.256966214266578,-0.510163827771605,1.53948392452021,-0.167182334497362,-0.750182853482244,0.25231220415092,0.0224246394233232,-0.574642842318679,0.158382831453485,1.91485385299646,1.1217501745831,0.152433340446869,-1.28717936494114 +-5.42234086334463,-0.487510708419201,1.70347928205844,-1.06711928810371,-0.982920695952748,-0.410927260113967,0.627039335504291,-1.26805324537468,-0.521584669582733,1.5326445232841,-0.48463844423582,-2.17976574797542,-0.616090347997731,0.824526698121022,-0.041604831964051,-0.0982146373832016,0.419462450031245,-1.22607872593881,0.000388558837390276,-1.12761701425607,0.439281917607695 +-4.86318155180525,-0.271832628907198,0.336772828348627,-0.466234868995025,-2.65488996583783,0.811873421567793,-0.50396115127961,0.418651174828284,0.262546446152887,0.558649972250911,0.112251559372347,0.23761444456136,-1.43556979315511,-1.37827499731945,-0.0517210788002991,0.855558363403945,-1.0712893863128,0.188535108710092,-0.327308754232605,-1.72224490101169,0.623725542488934 +3.9867616057596,1.10621753975541,-0.939448712604436,2.21102975083399,0.626235674898628,-0.4411364528417,-0.284213921974333,0.609724381869957,0.0438204305741916,-0.599533718327754,-0.529877407286177,-0.168411141319927,-0.398314964485294,-1.20513747479785,1.26528164061619,0.663465421785882,2.06962378058098,-0.405979344624553,0.177662224131151,0.561486740204351,0.703403757707817 +-7.61392059677702,0.0586232491474948,-0.351803169646641,-1.37405218434168,-1.65630614358713,-1.81878146520764,0.99452302050758,0.654800053158109,-0.87470372969824,1.54410819456887,-1.59953923014217,0.879615314874133,2.07222788970104,-0.818760338416009,0.108014872447102,0.408021879560102,-1.45267679292961,-0.0811928701167642,-0.483911391719646,-0.688686223149814,-1.01490292800239 +-1.97348248371837,0.258656214428526,-0.377215883426639,0.388731494871227,0.722413771106228,1.53736715165432,-0.575285068242698,-1.2026408403014,-0.240783868177178,-1.22250469587575,-0.699462177581772,0.924851293252461,1.00106385877333,-0.0150008058759775,-0.154642694050654,0.549615886325458,1.12147842579063,-1.379949619179,0.347148419107365,-0.00943212661001479,-1.61624105516699 +3.98344338377679,1.63140558307217,1.26338489419019,1.71295905860705,0.233450044063141,0.599554043791494,1.37580693946145,-0.32160366694391,-0.224269516810806,0.883853599697633,-1.38196971479332,-1.30860816555939,0.477625850530629,-0.308690373723533,-0.974639485759504,1.09777624505986,0.0441395391808192,0.370370161084085,0.292201584294062,-2.0953783551577,0.918698863824604 +1.36582965382792,0.86936859651906,0.250730215755764,-0.454945552141193,-0.0604840118860719,-0.379817434907109,-0.733301479087711,0.276340225187796,-1.05200307494659,0.773646501287202,-0.14418763296741,0.822549001730698,1.12220608444016,0.136805932331611,-1.33793471381134,1.20699435644977,-0.534090683469532,2.27554636837359,-1.40222796325201,-0.0101877815398514,-1.49705670262876 +-1.37484848017794,1.21704441715836,-0.341437938907712,-1.21142330076733,-1.88660445838748,-2.09837787788846,1.07873066082442,1.35583504649501,0.929295988883814,-1.00596717531571,0.348994465115713,0.998167200924383,0.810392186333401,-1.58537071487676,-1.45890597449175,0.845718563362882,1.45028265428432,0.0425503643390379,0.262453532643664,-0.494821073553105,-1.11754209460979 +-3.71032368002793,1.72039730214527,1.76530872091296,-1.19469845232046,-0.8978722572428,-1.7530639716085,-0.619384812327686,0.051791410260551,-1.20192601087334,0.0296023060313808,1.18203353214857,-0.351434373815466,0.972260641054884,-2.27680793330346,0.851977590245998,-0.409596700074772,0.930552661454611,-2.30294839172324,0.408326395603914,-0.241336131843263,-0.43610347808126 +4.97156182741564,-0.312777426306694,-1.88281526514882,2.67036692593673,0.287399886665024,1.73717181482914,0.56294621984503,-0.292400937455017,-0.538547785837834,1.53445700792028,-0.213639891891489,0.576309083511585,1.53669888561115,0.00355997927626608,-0.706677094221667,-0.886865133657797,-0.103776396271301,-0.124400321015497,-1.40348973331452,0.895432303945951,-0.0102274922505746 +0.558258462928312,-0.102184702965795,-0.557115086641694,-0.349418112529314,-0.1490707101689,0.727571503405084,-1.55095296823909,0.486868976191078,-0.363732026226761,0.885430040007947,-0.426926520192667,0.161671598446178,0.0654640506097949,1.73422155121749,0.57811906813018,-1.39671371561878,-0.8689101538793,0.745033820343169,0.74682053874892,-1.04619761665587,1.41546093434502 +-4.10202573545986,0.167204471682409,-0.954921891193713,-0.177160602011793,-0.903457863419597,0.983447684309894,0.872197775153741,0.412360767669107,0.185342667018522,-0.384043974661187,-1.8348513999246,-0.214402641803686,-0.566601033509952,1.71949214575317,-0.174522395656814,1.35478977808481,0.16307750164259,0.132071359560361,-2.3675839201848,-1.9167929901577,0.055993761611063 +8.95299679727707,0.456607433185569,2.26394103986754,1.05803628531448,1.11919663150023,-0.279948960190679,1.54086848608899,0.895542255051899,0.62601856397363,0.256318307038677,-0.481816383574945,0.0121186906808701,2.3127567560072,1.2206257152904,-0.766088207097843,0.913803741099794,0.744995273822416,0.857797452872457,0.300418180583479,-3.37040264087288,-1.24869021776798 +-3.36250101089773,-0.501574752421928,-0.343486759769892,1.26329212769787,-0.745630836759174,-1.48036932495289,-0.67539908852952,-0.315682365939851,-0.643202302996302,-0.882019957852963,0.705213387659545,1.24857565698607,-1.23367251244766,1.40078275261649,-1.29951482221522,0.393037924473463,1.25393400221749,-0.203019269904841,1.71497826594901,0.31387374090811,-3.59577163799224 +0.248968408448392,0.226939974073165,1.38041878246904,0.0271744121538175,-1.32093137139393,-0.732374602405507,0.320653266109707,0.578328136890523,0.730708322603849,-0.246642772097048,-0.228893531035293,-0.528174924018423,-1.34341390297785,2.94788082598527,-1.6389092100134,0.691014905766529,0.417294575618959,-1.34297733485877,0.512630644474586,0.498506298127858,-0.830542746215158 +0.154107334866158,-0.708633122053544,0.102003717147862,-0.568158621715657,0.0128112125652946,-0.969757080644417,0.636023109024254,-0.274882516471872,-1.11461268929019,0.319614862556795,1.19692936457322,1.62887019700714,-0.842239190915278,-0.309133042514495,-0.0387322294082528,0.0595265285498198,1.00741479070153,-2.23646778916791,0.63310068469399,-0.0442189665782701,1.38085134349013 +3.96855938944557,0.353487396178715,-0.017388895142334,-0.980314434773874,1.03660119050233,-1.37425521643136,-1.23026537726036,-0.736343022838896,1.31832994164686,-0.521337123801443,0.425260009455153,0.59488844151811,0.689502465547196,0.627090325624446,1.01613968858008,1.07154573116928,1.80457294986991,-1.2890325200295,-0.678384445025488,1.36913968866208,1.26195898380239 +-5.19605298831507,-0.947197536472359,-0.797808229659762,-0.930309630864372,1.13932428946684,-1.20363791733704,0.0526466022666193,1.48350785943784,0.246136814501018,-0.787835385001503,-1.070457111145,-1.67148291630219,-0.669049796725385,1.36373731468503,1.17771114505476,-0.69736532552594,0.197422655584237,0.953873453396537,-2.48475577234595,-0.171010702145138,0.587499809325837 +-6.37462863302474,-0.232353004120933,-0.71368744624303,1.01281514726443,-1.58244870892024,-0.699300457492635,-0.252259312921782,1.23640069610282,0.61734630311028,-0.619334451811143,-1.39798686088532,-1.91974731551486,-1.98771360831206,1.02119918987766,-0.153570350290466,-0.497708031319817,0.9996631022429,0.31081379837662,-1.94786027062216,-0.316986821162546,-0.446767466067256 +-4.81856491655561,1.39155568016188,0.0372768497409145,0.337079415263981,0.263179919814261,0.979140232035878,-1.39753285401385,-0.0465412032616382,-1.02755909892074,1.2460338567985,-0.04923590503167,-0.276172459936516,-0.499631156373968,-0.597382716805797,0.376639181414026,-0.978863808626856,-2.52390233325481,0.38355571674495,-1.29417313190124,0.363869602778171,0.166964472960389 +-3.40009897977472,-0.344223280207649,0.710232995617671,-1.45363478496234,-1.46503020625312,-0.939112911822716,-0.154627480747807,-0.322738499006064,1.5023328646896,-0.314400049048484,1.17302441236584,0.00538997903208166,0.921729465612358,-0.0094055672602346,-0.0925443162495146,-0.890077999552411,0.992031368004856,0.449248365273623,-1.67813482791999,1.66260860183482,-2.13047119519182 +-3.42652954395808,-0.697421985158733,-0.88012877086484,2.22964070688999,-0.938595996204762,-0.754215818365732,1.09292268923439,1.1945727367512,-0.876782434837276,0.103244151865928,0.538124310679112,-1.91519486269562,-0.633896140591937,0.631978277136384,1.22636747845918,1.14788938593119,-0.191599780903413,-0.982356369824452,-1.50653023083671,-1.09443531699054,-0.885243701822704 +0.462875221189763,0.585413441310793,-0.608740125310139,-0.791526789872944,0.762441210936707,-1.81525793813793,0.898931236589774,0.752582513376529,0.0296141544134661,-1.70843757579046,1.55332462969417,-0.569669842961985,0.357951187497236,-1.2098204034516,-0.14880097725285,0.518424052618421,0.287261394219321,1.00238788527579,-1.82905046034283,1.40277042165966,0.905630875523075 +-2.12367123816461,-2.99510299027943,1.26110976248207,0.0523154850691494,0.614693837569809,-0.0330929478266925,-1.81473600747964,1.32030608944418,0.788842823829816,-1.20304644472966,0.925102298497594,-0.527355565921971,-1.7762028088252,1.38979325711491,0.572100145567138,0.690986604508239,-1.44585325389747,-0.740230616506845,0.0664663033201368,-0.464167372666981,1.01996783555222 +2.41102725212467,0.101985742736796,0.117422930524611,-0.964574580952089,0.859243520207109,0.261156882447108,-1.91850279293391,0.406385816893098,0.99146066470705,2.38138188782902,0.275240802527096,-1.41915009190634,-1.41658435730598,-0.900096349645917,-0.34520110936843,0.60620837325454,0.56637566950255,1.12674229127642,-0.0149800227112875,0.71509963479442,0.60685876333084 +-3.05866785093646,0.206759200930004,0.548714097562265,0.214534774053158,-0.632478941498772,0.905531569630389,0.151082225452149,-1.2598680470938,0.149713769311568,0.21454038264808,-0.716353910924626,1.49116383887384,-0.206176489694562,-1.26570227959793,0.705037431565607,-1.02354686157153,-0.299609089037697,-1.0071174952298,0.0394219430506469,-2.0334919189528,-0.532511241514296 +8.49432115945614,2.34442622834836,-0.214689350617065,-0.171654144192091,0.959407229258034,0.644958188522729,-1.13792398375311,0.260124337677585,-0.421699980213219,-0.385434706831771,1.22921272525447,-0.137539611739394,0.423399242518796,0.126407894547525,-0.57055865363511,2.4225983042528,1.43959562849923,0.541245846283575,-0.320344590426984,2.2755626182727,-0.100642909366798 +-5.12930229575981,-0.560879083583482,-1.22741424633965,0.232885907997277,0.673290637294591,-1.20186449026024,-0.865938328290974,-0.928291367575296,-0.600328262456185,-1.38357180525543,-0.533455917594599,0.6353057616731,-0.607787050935214,2.63118401804979,-1.16601796687752,0.811750158257913,0.0521636806489686,1.72906496732515,-1.84535035000777,1.27992901602691,-0.446435913490365 +7.16418870830273,-0.802221373593961,0.879888757402759,-0.327183984114402,-0.337350384230826,2.30290238516078,0.877407911362057,1.64899870592066,0.852725578598895,0.0899713052452081,-1.0940609414261,-0.091389096626856,0.164673561397029,0.343650449685207,0.54618295642523,-0.313258656745095,-0.603077025874681,0.28652392019629,-0.0177586245514585,1.892648247139,1.09857973546893 +1.31021242257258,2.28543282824586,-0.524154941791061,0.647432899734009,-0.153805510200154,-0.789764458350641,-0.0433843607645177,-0.970362621390286,-0.436733218439198,-1.40807350865118,0.782758151449877,0.148239657927223,-0.330122348043557,0.217502072411478,-0.240311794840272,0.00229891731486766,0.200326926009545,1.00259001562674,-0.880332451637323,0.597816194675717,0.348928096294362 +-5.48371943666327,0.36724335283949,-1.11831314672429,-0.627875708522402,0.169087611397536,-0.961302940735725,1.27284887083923,-0.926456183347392,-2.11664435532476,0.816721325325628,0.345228779974645,2.06067392172447,-0.603149456895811,0.0223176935922094,2.064814137991,-0.774915771506536,-0.852004900805356,-1.93606257200447,0.281943387833244,-1.09262274309099,-1.32215785922109 +8.75040426478206,-0.00586595719077163,0.844616273368308,-0.540590514502305,0.705616798300251,0.317132929063444,1.29053313734905,-0.616724690842187,0.677871126174466,0.634126561390791,-0.481010557921488,-0.0584125188390697,-1.84148229039738,0.271251875434611,1.02371481544127,2.45517655677145,-1.01121918488578,1.45478619280164,0.248944128565098,1.79324870439058,0.785183495076826 +5.10896551764023,0.512077211428476,-2.26340472373389,2.00830511472197,-0.195959000583185,2.6630824026291,0.518969135918498,-0.0940627121610438,0.135954796186578,-1.01916357080379,-0.147034141087568,-0.54297385430774,2.54487366767079,-0.167328775941965,0.149787815076516,1.00045460991247,0.705137506673323,1.23108100122902,0.0236104009562551,-1.0411444660136,-0.785297528708887 +2.29490342012681,-0.447384224532706,0.57779573503682,1.12110727286491,-0.339950682999779,0.197747824756553,0.166875776049408,0.39776607439776,0.552997400581733,2.06107629647041,0.474529048783569,-1.40856675415584,0.366419644461401,0.159177088955808,-0.44224822874437,-0.1225690264816,-0.201099910684397,1.65199591763494,-0.854350293282606,0.0963146256094991,-1.33183540550113 +7.34979588454868,-1.21103244229254,-0.0793745424874397,-0.367478280280279,1.06007544683853,0.224655477100945,1.83675936016272,-0.15418773426696,0.460728784993403,0.138388219161991,-0.57572551040184,-0.570606784590142,0.247452193800494,0.701654539851929,0.195275817679322,0.579132994112675,-0.103817060003824,-0.0550888415977934,1.47732823163982,1.25679253578546,1.77552819841415 +-4.48217068802585,0.770953820805158,0.580785087274332,-1.55775558881832,0.202045534440734,-0.598452668249429,1.26890790414946,-0.0855837482579323,0.121288623332366,0.120732819000959,-3.34758863749153,0.101983334159565,0.822124286295175,-0.222695499588627,0.171537148410216,-0.132705774506499,0.0243521402063041,-3.1291388533238,0.261756143528355,0.546059695907834,0.159441524063467 +-2.59599740354203,0.0890088693866029,0.365089182023576,0.0498064757796646,-0.863403517077688,0.0215658327706666,1.0039663600035,0.0797095950992062,-0.0650401661944803,0.602850878122094,-0.391814590612219,-1.11998600110175,0.338338465743818,0.302224041119487,0.18866107269856,0.41445304628545,-0.393383854381259,-1.90061114344176,0.195103467122407,-0.268426361512717,0.13876942265513 +2.40954475343093,-0.0989175936758863,1.57322023295527,0.282992521766135,-1.8220002812564,0.191488866159794,2.19305522258421,0.0278422765159466,0.0227463661432636,-0.397311792494473,0.395969011381703,0.875129019565847,-0.268729051154015,-0.234314460587735,-0.726371243516174,0.0384292612882208,0.454669078950735,0.289422315349821,1.53860204600264,-0.0897780442149402,-0.341552684214501 +-1.09428335837076,-1.31572476019648,0.0592110010935796,-0.898106006246071,-0.625573651268184,0.172183182450108,1.02054510991925,-0.445156629088522,1.36414428953113,0.281386296868342,-1.80660832886753,-0.848001534208009,1.1513396961918,0.102149205252409,1.74515717631959,-1.18902343499516,-0.724677724815271,-0.638257476473421,0.523336369375233,0.912925100504055,-0.898718450762083 +-2.49398410136932,-0.79561659269378,0.103027439576906,-0.0982206728218214,-0.90540045467861,-0.825443470948768,-0.33424895320372,-2.24231025414179,-2.626112158149,0.144587962253042,-0.0856557054009147,1.39024348751121,-0.264422312238764,-0.129526559265597,1.86228111046782,0.725124121772896,-1.432612454581,-0.253316461461318,0.95066927256433,0.382971275787963,2.28022035941607 +1.4516535951363,0.482380757411327,-0.610096871239552,-1.62457941537504,0.771872836446314,0.505137922114792,-0.886732587135441,1.31241767746372,0.306605349482527,0.26925772780321,-1.15807573735426,-0.590072760993961,0.391947577024736,0.996707789524985,0.395183560775864,-1.1801046271235,0.100945699977547,1.00834805074355,-0.304571272891149,-0.373723141643295,1.69835222530487 +2.25146492763847,-0.951630212108528,-0.411154504992565,0.466735267962576,0.901258936273737,1.45815056318666,-0.831659865806797,-1.22620290578864,0.787217250064318,0.0163259808885827,1.47539981176501,0.700906371102655,0.48453611477581,0.328272392381344,0.618041276316851,0.139335021818399,-0.984621406312646,0.126787696039142,-0.655672983729258,0.34051375617618,-0.637481249677385 +4.4101694493421,0.499536594645037,-0.318139142772937,0.556260762781897,-0.528221296559942,-0.949910407275245,1.3970415500363,1.58849664169942,0.294494962083993,-1.79311681476248,-0.359425814700607,0.606372308115172,1.33040565832252,0.722378772057633,0.0703884064044776,0.0302122207423455,0.802768800352769,-0.81003002844206,0.784453967404983,-0.38251520979029,0.0776262067869228 +7.370283452308,1.24215347091829,0.859861625990333,1.55566523139869,-0.503123862109253,1.4466986487463,1.0147785644571,0.346914081044755,1.19784272096905,1.68713144826773,-1.02885402966477,-0.125664444652736,0.0617844874794579,-0.69474600040639,0.0294935384156414,-0.143487303775223,0.0659291842169267,0.501806302890761,0.137684477063978,1.25410019899902,-0.856253840945014 +2.78181279558282,0.947279828507612,0.961303284921148,-1.25259638196555,1.21157521019377,0.24911342542337,-1.73037375272562,0.440556532741678,-0.666990453442757,-1.19526061933766,1.79061832660772,2.38216496753595,-0.635138359623885,0.25030307646722,-0.0520337171107869,0.368611382345468,0.797756913790757,0.395176484696396,-1.68218330245306,-1.37589374326642,0.899920403835324 +5.03731843887672,-1.32874880239981,1.21375767428015,-1.23933379033022,-0.219225682156011,0.682296801870272,-0.350266948164861,-0.375397989052891,3.21399165619665,-0.730957204361047,0.209566267052758,0.530687227624813,-0.56635808801325,1.22871203348901,0.874774699144089,1.50075125987863,-0.40518932808732,1.01655915209425,-0.532730793043282,0.971367096295116,-1.09564615361221 +1.46580073950612,0.126956787669901,1.24249386860688,0.825797839584522,0.302414224359484,1.0979804280309,-1.53567821138569,-2.37617010007118,-1.35140857309124,0.219744075755224,-1.68494396058837,-1.43868499752666,1.29015933638726,-0.254186799761556,-0.153091372876302,1.10871753831801,1.19373251969208,1.08098055125038,-0.832028866918019,0.290644760958342,0.131157654760292 +0.257032983440077,0.00991538247555104,0.560358427790232,0.124444495593115,-0.668661476287765,0.66442412151946,0.801478163795024,2.50319771921018,-1.41086136716868,-0.477683624975294,-1.27034240308804,-0.584270597966524,0.370429573946551,-0.201466273118151,-0.273135066060553,1.64400764755602,-1.16498904041044,-1.25047026018718,0.167172528827815,1.61972101724577,-0.0366453814983448 +-8.82058987834011,0.90496191831364,0.437706901057517,-1.09210136388099,-0.862064516833196,-0.52488421778757,-0.114540893604211,0.225411140109773,-2.30620515878731,0.770953855216047,-0.386595534287465,0.12195968757806,-0.849737736225212,0.182620266623184,-1.13816403959435,1.29917902776947,-0.560768433462395,0.5617455066985,-0.855615307098635,-2.17622421486124,-1.30766806813017 +-5.7494001089933,0.383216487630252,-0.109481152919359,-0.0838557995085183,-0.506073546769286,0.0587349745053214,0.0965593619614528,0.108986116230893,-0.443056721757864,0.036672835736486,1.84302279196679,-0.626994537590537,-1.42685616454208,0.754431531000848,-1.02017884478829,0.372402938601622,-0.360525002125507,-0.822766019191185,0.368587874916139,-1.84732720812242,-0.976212340481727 +-4.53603343128402,-1.30843004221806,0.0357818769042796,0.152204991466342,0.765354679141876,-0.322324366388908,-2.1526376188716,2.1890811548068,0.84972879605702,0.812255501451073,-0.967943628601787,1.12209845873253,-0.563907625149022,-1.95317179254844,-0.324152978419221,-0.805943876675868,-0.765421450090931,-2.38374395603409,0.361309332241309,-0.724967838368974,2.43421650750677 +7.27534132990449,-0.338359381732316,1.92917341919261,1.41417348929782,0.197804954169789,1.7554647868739,-0.922159246591874,-1.53294393851562,1.1682450730961,-0.912536046485766,1.19375296971889,1.2963766136771,0.0102179592631501,-0.77912601030782,1.13767549700201,0.313401302751079,0.0867354748946162,1.53188512535125,-1.58750994594967,1.14487637566712,0.281863904994341 +-1.76134645222426,1.12718846777638,1.21522051006694,-1.50450372285009,0.556027093797323,-2.09065816816544,0.116723804830478,0.295851192837322,-0.135006133246048,0.29353056933155,1.31748028855627,0.228704228148999,0.431672105748901,-1.44351836298224,0.280449095392717,-0.38758044376856,-0.506977565987273,-0.031498351151105,0.178406190512214,-0.39704615006092,0.456653670244615 +-5.67488810819563,0.934729923663099,0.945538522206048,-0.0605818279010923,0.288646875992887,-1.57893691834809,-1.54885805962565,0.858607665745431,-0.713195566373335,-1.15701918000214,0.34221502218038,0.0583142761407179,-0.120014599500762,-1.73756773368329,-1.35043376239966,0.756779991308078,0.782102588855301,-1.45204076179038,0.816040361743229,-1.78207714546811,-0.576721213578949 +8.78667489737725,1.83059590944005,0.209885650530867,-0.378172830281712,-1.4060900074085,1.19602501638604,-0.0668773083059569,0.837252388783989,-1.28589031210754,0.26554272349609,0.323029049544018,0.0865123797119506,0.205439013836673,1.21126327823593,0.614294000223384,1.23240312548357,0.637963283215419,2.86548362258197,-1.14194814152048,0.805630474273054,0.785392890021846 +-1.17779035871153,-0.980732659819636,1.41589968497754,0.221305880660376,0.249758975826592,0.0979599801307831,-0.362937761692119,-0.683799317987713,0.550395336369479,-1.11634772363656,0.358261775863919,1.05904944550928,-0.719261400925537,0.603797163494813,-1.58600580333791,-0.479153121033256,0.517433428366104,-0.906830870321781,0.322987978853957,0.122499162752786,0.71301828602661 +-2.2453026716208,-0.67074502026203,0.609506402558099,-0.711611761479344,-0.17912043614871,-0.23028624363702,-0.010555897128567,0.0107142501950964,-0.588100483061229,-0.175252593585962,0.729885348232287,0.871211410687627,1.18066662729331,-1.15122473718616,0.778873279430134,1.10021802507538,-1.51288683298125,-1.62981940834218,0.68254516827443,-1.54675007216782,-0.751829196755059 +4.44651651344653,-0.374328923033932,0.691770797120714,1.24616783890467,-0.10500141916213,-0.742840200925291,1.94156560987186,1.43006466805488,-1.05931223614409,0.0838365516155086,-0.459408343566451,0.00451777931241579,-0.305974606763344,0.938500175726646,1.11806076884923,0.5807165036708,0.079568011544282,0.992060971244583,-1.18721516233124,1.08677420552096,-0.836612224573317 +-2.92816381477655,0.995353828138999,-1.45484846742616,1.8368907802064,-1.16711336627674,-0.01347047706622,-1.83682699650827,-0.496336177142333,-0.33841200352882,0.8423904916861,-0.704742751069485,-0.216692759994952,-0.548615212256038,-0.295854744200848,-0.293185346683335,-0.190099251129147,0.600809025895174,0.944197851083995,0.706681922099218,-0.688623157671459,-1.02175768969948 +0.00632872438195919,0.102143508821335,0.123850848019525,-0.00566459350641484,-0.176360268766997,-0.612024057146098,-1.55393875226222,0.129630587226181,1.6495640648327,1.1787393466617,-0.509084432170507,-0.556350574901494,0.592146952593813,-1.0851734965181,-0.185796491581634,-0.432824687905935,0.57610367931959,0.0744121386214501,-0.646878710809721,1.33861899320048,-1.55560002503002 +7.88213332477779,1.48294372773341,-1.61572294189507,-0.238459566721356,-0.0424127989775946,0.686114269087991,-0.258689692327809,1.06373006687069,0.53512200941864,0.601625281865475,0.408160338288433,0.74049909357903,0.123718544611966,0.0451613574292447,0.647000834874931,-0.427780348772635,3.02256044251746,-0.71870971806023,-0.444236053506078,0.393076450714934,1.66327412400562 +2.81080915102144,0.560048682854967,0.859447604913598,0.87150271385438,-0.131342623013071,-0.533816080057862,0.590466911038785,-0.450028880504314,0.0593505375555733,-1.10169742849257,1.252756315982,-0.108748831162608,0.762257832798967,0.0433126364693794,1.08726759758257,-1.01556603266492,1.1950392599083,-0.915540491862509,0.490189664608716,-0.0410111816481655,-1.3367973931101 +-1.85063179153749,0.142450958926083,1.43528114172566,-0.701583141749443,1.03101324915021,0.83756841844973,-0.258509072667205,-0.821134448839248,-0.725975941873826,0.245429978317223,-0.02334215229825,-0.901810741491133,-1.03032943045156,0.174874432392804,-0.0764056544688165,0.451451450646493,0.338447217395747,0.235019921662038,-0.99381704220339,-0.735048902598306,-1.0057552522887 +5.45758191543452,1.82967173315288,-1.12548252471879,-0.310121782099841,-0.492107231199822,-0.393641689105058,0.653549407191352,0.596847450623805,0.302698461094777,2.2209943925958,0.303442682215413,1.72242639121509,0.39977061700718,0.870742027010784,1.01854112322084,-1.14739890024494,-0.694645728570275,-0.407482183793553,0.101708767175503,0.526001520770909,-0.881759701658882 +2.86990892911773,0.51839780051344,1.53906217987446,-0.55304012580642,0.330155139636361,0.103150550757275,0.0837332069034025,0.776376802839235,-0.852123953242827,0.703985577110715,-1.45505370034216,-1.00912368960447,1.54215907160473,-0.0530170236739619,0.151940262311326,0.7161885094825,-1.03059165921163,-0.486255038007784,0.16497240547034,0.517526531269504,0.137559220316132 +-0.122265601812752,0.691874261922361,0.37484163327477,-0.374758663137245,-1.22212910629582,1.20504319569832,0.769555811915277,-1.22869898099693,-0.578426397272466,1.19062537497331,0.514306554146609,-1.57419608656857,0.376988045288628,-0.359049556949553,-0.990827756562284,0.300662406553897,1.52910107267511,-0.0521127339314862,0.459881681330206,-0.576006168258306,-0.0535547450440354 +1.43708975187011,0.0280100358299621,0.124746608629426,-0.274487003431624,-1.33220839960298,0.477157682951235,-0.168546136675747,-1.06013398848056,0.277178309991997,0.000942935412456564,0.980074939330813,-2.17126589717733,0.0161831166389742,1.07975986996478,0.0913342389143723,0.0602155764927962,-0.353218633037923,1.87954081642232,-1.12397003020792,-0.902229911096294,1.4862593559819 +-4.79863940150338,-0.165045150669891,-0.983533096509014,0.121509814108036,1.29219605313345,-1.66541169534253,-1.3089926960868,0.214990950676011,0.367544566063344,-0.593766626227625,0.756597785568185,-1.62586895720709,-0.917605375413712,0.5762231369077,-0.53559592970421,0.26578223293626,-0.162406773829318,0.754811934448244,-0.583172126443819,-0.189477163409872,0.571430900043575 +2.99797117161438,-0.721035051201547,0.983644357103986,-0.140336474666864,-0.734079607757582,-0.231719024628116,2.24777194753983,0.0581954133243225,0.715040920771307,0.456768067676071,0.623765342875891,-1.03359352019927,-0.771503777924041,0.69048298861629,-0.92123183397917,-0.603154683159043,0.212006990296438,1.92402345614438,-0.253439438690784,-1.07797440977959,1.01404916163141 +-3.48073592199955,-1.28183022270816,-1.2871887350316,0.597409399291115,0.316468950174252,-1.12640837205464,-0.514939030244492,-1.31683281281226,-0.201995487428016,0.772831999229075,-0.823343226365606,0.880674193640448,0.274903937564014,-0.372029245825661,0.617235717956862,-0.444816794646127,0.330100213774092,-0.330618557809892,0.577713044103717,0.725210133329779,-0.00378774927062061 +-6.64519740949348,-0.222848820825283,0.551008421571774,-1.87719771539334,0.293815681751872,-0.491711209990037,-0.692591895303269,-0.571109517377085,0.634666444835618,-0.562775984872527,-1.72440752193666,-0.0933912974813367,0.561619160989534,-0.953053017005985,-0.84297482620154,-0.735908537877533,0.106540734822298,-0.0720222138958576,-0.230448321095433,0.0760062844951342,-0.857228128076868 +2.31407994779543,0.0273187797098661,-1.58635552549839,0.326635586106145,-1.07200675742286,2.79401264304842,2.14442517702238,-0.1238090904538,0.206988658113284,1.67252632009746,1.53328294649651,-3.53651520930278,0.446313686014073,-1.42599115439835,0.3803913712598,-0.449733750489392,-0.647870752047139,1.09393878359638,0.608725320846428,-0.85137057881849,0.308618963519836 +0.132721766241917,1.82762783344905,-2.04514920839077,0.823772440427918,1.04957659598339,0.491599209829136,-2.28346340559155,0.636023145161646,0.987954351996404,-1.22800708129892,1.08453293327739,0.541795840341628,0.384596272126239,-0.102498039224936,-1.17934047180172,0.14941262409594,0.687820864030727,-0.417143670271142,-0.150976208003076,-0.58582325481798,0.390788890595517 +-0.733281408321803,1.17841191437309,1.61287697824205,0.339082381119812,-0.154108464500217,-1.04515926217459,0.0116028508196166,-1.10707038563329,0.646323954375967,-0.358233866824761,0.303768123281231,-2.88930754646975,1.04713928684265,-1.01552066816267,0.0743489169203475,0.501963657462607,-0.400061208617068,0.553768607728202,0.0948318711323606,0.197303597166342,-0.101709773324872 +5.83887198731856,-0.356311144925066,-0.200283743151774,0.482075058306121,-0.780851477496025,-0.0254935291189314,1.09274889255978,1.74763244574847,0.461792449765852,-0.284754132501811,-0.876252175605011,2.00505365351342,0.785364179450777,0.653587038023585,0.119491851830746,0.404767603012183,-0.0938292671739573,0.445115784637737,0.34345149251995,-0.851176231074451,-0.645492929144244 +-1.64392894846475,0.933794629899443,0.264567501993883,-1.92983836238998,-0.947120824177377,-1.5095768855305,-1.2419034440224,0.100636986892916,0.465791614054487,0.312933599269604,0.810781926295928,1.03797393612351,-0.64791383141727,1.01889115131567,1.41175886283702,-0.77546334895949,0.135404883906753,-1.36209537508982,0.35995026777475,-0.410412116808274,-1.06389236757604 +3.9618924382514,-1.08533921211607,-0.711262446532054,0.455192521397623,-0.825062397828921,-1.50615083609324,-0.245532714204873,0.824770606416182,0.73554637397029,1.40505202056804,1.13376527594715,2.14271772614161,1.73764238752479,0.89340831294952,-0.0294790832751919,-0.426631033069923,0.139514567328378,1.6505347972386,-0.984532723196824,0.330016177270658,-1.63961590883376 +-2.82202389048498,0.11980643627905,-0.0346602683192332,0.382299360674974,-1.88985393638843,0.685998515752269,0.944627138657569,-0.0731630772880406,-0.532629392885414,0.870736803987508,0.109342605195646,-0.858544084250059,-0.545274879727588,0.029578240473919,-0.879963104852085,1.44683857731251,-0.678472988990225,-0.33738839826362,-0.48712305182724,-0.74305793693783,-0.171600279545106 +6.51486317581117,0.471760499747085,-0.842906524330875,-0.357701667305943,-1.14279321095806,0.122627549360379,1.3808941423114,1.1886167929376,0.376629869719992,1.11397542963217,1.03896283806098,-1.2668438526348,2.00045287293055,-0.994038045188412,-0.0571245469628267,0.289818299264975,0.98565325240276,0.186190764873192,0.253951477815339,0.890039873338156,1.06356903634967 +-7.85147793515983,-1.6973883619641,-0.839637669406768,0.10913031475175,-0.699206356859727,-0.215279307549587,-1.19674997233549,-0.156565549671587,-0.609674036081737,-1.04910410848872,-0.509188046145813,-2.5519279969699,0.482647000409861,0.490791606462229,1.69045392302798,-1.08479241207267,-0.629065880678576,0.281074655778938,-0.268800851433168,-0.532943032273664,0.726176152630263 +13.4583601483055,1.19270578079419,0.260222335130093,3.72796075960577,0.656917029524506,0.162454730762251,0.880767592659015,-0.268963529789477,2.48780197559953,-1.04334911049224,-0.453631414010506,0.846472395809037,0.936687772423155,1.04413596263478,0.746980185242296,1.26201805740154,0.812664350155032,-0.196859594947473,0.550870185631913,-0.538625567048521,0.386191161695307 +-1.28185086736919,-0.687800122532551,-0.550489182031956,1.120206069525,-0.40151244239722,-1.04428118382598,1.99679975175697,-0.71301171736574,-0.451808043678207,0.724164395350379,0.434655495537885,0.568591915698503,-0.826225742070963,-0.354561917434972,-1.05574546503266,-0.285220064598565,-1.00779463471013,-0.771293059881033,0.416030065702493,-0.535028379346198,1.10454374769611 +0.998711412349754,-1.81045647167141,-1.24194026165331,1.43661741851211,0.0834737240713078,-0.6370922417172,0.196493876807572,0.00109801025982216,0.257458083232825,0.0925458554695287,1.33795291284308,-0.186320931239016,0.309829835307433,0.972683913526411,0.510345238269726,0.763172602891505,-1.36506452178761,0.450916457571436,0.0570716446463165,-0.834300006393117,-0.684284767642433 +-6.69180591580488,-1.24269855088918,1.30389968847366,-0.986461664356258,-0.176867233694958,-1.60833428611905,-1.72141212267315,1.5053593723407,-0.733663668127603,-1.45274895920372,-0.32188522197847,-0.089167876889657,2.19899846170073,-2.04865379342449,-2.09474950497845,0.986510847606746,1.03635161824524,-0.425806917539607,0.993904583257568,-1.69133574869275,1.09330031413767 +-4.55315938013598,-1.97075520655516,-0.137842970430285,0.432087331780395,0.712526875649922,0.760551523420158,-0.886324661100795,0.614416416630586,0.329543449188932,-2.68354906811268,-0.691301367276273,-0.416440702426701,1.25809841641324,-0.62456109043254,-1.42239982889872,1.07835342543699,1.9918285671435,-2.12857287261873,-1.40819146619128,1.38778287266073,1.12175039812261 +-1.95281590585898,-0.412036665404596,1.13334808966221,-0.203440851653136,1.21897584803404,0.839149623988952,0.200755801222621,-0.282513353875696,-0.457949505109898,1.8617430833282,-0.511013499202762,0.272918834839852,0.525743355644612,-1.93483783280148,-0.196778223535013,-0.346790292106224,-0.895315023244341,-0.908757388275639,-0.0801938685470478,-1.58827287865194,-0.154800734871883 +0.968975260423921,0.825804061208806,1.05391539472944,-0.36547571630786,-1.02968470619822,-0.635222820472829,1.4919767359611,-0.283848815866279,1.53638414883245,-1.62609668043299,-0.279212236943089,-1.17362923182661,0.823386971285524,1.03202710759358,0.331713397265839,-0.19764240442833,-1.71936819785457,1.44667463686099,-0.324236294198405,-2.55890153749972,1.18572434254044 +-1.67171148837687,-0.561558774366251,0.591779864176981,-2.32358302890901,-1.04854904293217,0.317819896986862,0.171921949914297,0.373539361114472,1.38920517019455,-1.66320754875392,1.1208485937239,1.04817582024219,1.346329374467,0.293571397629285,-0.0676831891450229,-0.02341681390596,-0.285626368050362,-2.23446701459329,0.0797937805114475,-0.0378939275801299,-1.22859266649543 +3.33043951340328,-1.22681728384888,-0.452060514278672,-0.0155893906447097,0.763353624719078,0.28722764634669,0.048961170926753,-0.400810038574531,0.722888667747182,-1.68887738361422,0.0647380671772891,-0.0186843579051191,1.80870890806986,0.451949700799503,0.473039766956245,-0.0986623476617302,0.989747837284681,0.0159095485276094,-0.937564542808538,-0.434987337127436,1.30499471065812 +4.5446764653193,-0.333583964748526,0.898218485941175,-0.0557723156116846,-1.46156694566797,1.72184411834178,1.64021215083227,0.59624459873314,0.490091318729062,0.578263216329892,-0.838868492227576,0.151856568936893,-0.914312465011727,-1.3424100907231,0.694762884008203,1.02925828074664,0.934196124831464,-0.17014490386969,0.690816084678402,0.258471271617677,-0.714071297376332 +0.601912125332472,0.00617451505577059,0.511772469442914,0.424242869607652,-0.677691937236549,0.230617332110567,0.644346161936618,-0.586730231591219,2.03735248033462,-1.59014595743501,0.33698053416038,-0.815232426038153,-0.435256061480622,0.369057408139142,0.576686818171481,-0.995780290538204,-1.13836201167105,1.1176887809248,0.473473793348339,2.17822025102998,0.205717382596573 +-2.1932703395043,0.246559481195228,1.74408158680213,-0.748701314059238,0.789271832548655,0.676527772172385,1.13766897116419,0.789939609104378,-0.413476530449601,-0.110682733001923,-1.0540378059561,-1.16293920979955,-1.10330247750391,1.27704400188433,0.290602796452106,0.144658236376771,-1.26855294702665,-1.05380919185735,-0.231965835208542,-1.63878236670431,-0.457911313660249 +3.59831412204457,0.447567913449668,1.42106862745534,0.073026864627818,0.00027316441493829,-0.245590118432058,-0.865638119134512,0.172660912929956,-0.0988235454231179,1.14130637766411,0.954288099890484,1.74761714257032,-0.466413802279609,0.41629418831669,-0.082832741840596,-1.66818599736769,0.456186280815505,0.311311840870082,-1.26720984747759,0.44336099254863,-0.24318290778912 +2.37834167306167,-0.245017937545673,1.2277246448589,-0.973394141930354,-0.848770888009499,-1.80331866486578,1.38468649498062,1.75517048881828,1.73840995444512,-1.06156915198075,1.84220730526928,-0.045967726443143,-0.0445547182486521,-0.541493368588215,0.282951690405747,-0.47864849795456,0.897100083219103,0.169134349202729,0.0417676343098994,-1.68171323564885,-0.419533766574092 +-3.07982461659765,-0.0764333945495275,0.365541898812563,0.258394309372618,0.307906704704548,2.88829525175179,-0.724487479168673,-0.134913623007029,-0.90613033949558,-0.500909633209481,-2.3400748217433,0.0171380665766456,0.6244814641866,-1.07998124801016,1.34891648410679,-0.485383995101149,-0.965287104018092,-0.476823742530514,-0.179891833393314,-0.443478733466037,-0.369897520536393 +-4.91256051836679,1.12304950909888,-2.42022636497261,-0.968974466895194,-0.432175819122456,0.116039471285531,-0.0897520492184118,0.39054714255284,0.79088449532505,-0.559429189348995,-0.467936284001296,1.04169510509517,-0.464692904287936,0.681799914191693,0.106105577315659,-1.76481590902196,0.541483692754969,-0.752889754442098,-1.08247165483883,-0.601752744787816,-0.312401737971185 +0.397045654433971,1.58075036031528,-2.13116275579945,1.84388909859917,0.248132838261726,0.619978914010554,1.64921235258136,-0.390236713688603,1.11256871370366,-0.760957156735334,-0.0894782398425281,-1.79143513545061,0.834961910803954,-0.726550804576096,0.227784887541943,1.16392040817353,-0.190635114473006,-1.51558842315787,0.712296346641892,-1.05577360241533,-1.24577291918771 +0.36780170688904,-0.827861327186223,-1.73297023228163,-0.937059261667867,1.15064569275433,1.53316741065831,-0.341491978552202,-0.654507560639202,0.552284373378649,0.601336908433206,0.541615849878981,-0.612055534170209,0.826764191901355,-0.502477475953121,0.926461270499429,2.12040854010725,1.10981490114455,0.292204841414865,0.0306372251510798,-0.521369731869155,-2.36258130266269 +-3.84475676111761,0.491211652130323,0.768778840670532,0.288467871279112,-1.63684718893955,-0.226442991100666,-0.862217150466717,0.696449603391519,0.660318699927759,-0.139359490055082,0.462093449398611,0.281170541955391,-1.51982723180345,-1.26597268747506,-0.544635695199969,-0.29577401837846,-1.32514378521944,0.724080895198492,-0.564795691072187,-1.04263562893202,0.724627637907452 +-2.74258523037299,0.0185769770195301,-0.428108752535722,-1.80313076762921,-0.0951980739005383,-2.31388257434757,-1.01716077269287,-0.154559722396692,-0.496510610016526,0.476075455292314,-1.24177420761321,0.326111190318829,-0.918250387709796,2.09111952748055,1.38616825300748,-0.318756569902459,0.616017398618521,1.43971406098967,0.593188126378953,-0.168027355112473,-0.927781810173443 +3.66356600555437,1.32094818545485,1.11486991594025,0.0102393358887486,0.290820122507776,0.38415694188662,-0.279754376502069,1.73936801282492,-1.63561117721831,-1.26089194897836,0.245186614985529,-0.0670259505979014,2.06569171273684,-0.762285297058518,0.69806824518668,-0.504124867430144,-0.20164906413444,0.531282882056414,0.0915953419598774,1.13628078933983,-0.495969842166745 +-0.130143992360903,0.930230736309287,-1.28601116486019,-0.870889714808273,0.0696905089966081,1.10796611906889,1.67711126723856,0.480483568146536,-0.0589692476383779,-1.40260225841595,0.252030913635133,1.34061715086175,-0.668559039884065,-1.37450796517937,-0.62226004323837,-0.673655047412583,0.0150032268061314,-1.1255700249787,-0.388488714745485,0.248346035688069,1.05869404643045 +-5.5519511640747,1.07621614442482,-0.697308426668406,0.583968545072132,-1.06179134088181,-0.518731493618998,-1.60201543269394,-0.743255370731432,-1.73289928382034,0.00118409611143537,0.451858100612998,0.768113033086404,-0.0110714716749472,0.630453182714184,-0.658144852862239,0.593748700217754,0.086251721688227,-1.17369934332038,-1.29119127038152,1.05889797480001,-0.587989469120274 +-5.88951654196357,-0.300270613432989,0.360227766915376,0.542059629935721,-0.223789624176186,-1.52496174484758,1.23966778646565,-2.69064371411781,-1.21763478166507,-0.899341770376323,1.66599984075705,0.15584146598277,-0.399890668770366,-1.55776829915209,-0.416521072512323,-0.0261442635790283,0.0760769353370622,-0.654261840119334,1.49185772988449,-0.826634283577245,-0.0421536387319348 +1.85205617529711,1.04474062505454,-1.79849710637258,0.88014908782074,-0.186597109970932,0.768728371969437,-1.0136820134118,0.462405033838977,0.908448483443501,1.62633241876341,-1.59175917788432,1.1692483950928,0.1048139305353,-0.282180635634757,-0.515073173703845,0.41736873668253,-1.49203511782268,0.191656447612112,0.327918126256906,1.36614929906281,-0.311916219473732 +-0.582034542881382,0.709141110405417,0.98239930258318,-0.406075950325863,0.564021751654734,-1.23744737939478,1.28030390244161,0.340938888626755,1.16609155039578,-0.479259351424129,-1.5063706792128,-0.286286154372309,-0.458444794119755,-1.07271153112531,-0.701008312046088,-0.423809136091692,0.795447893799073,0.0254966839911688,-0.259843694325247,0.0387425078463016,-0.600928340551617 +-6.48330490300676,-1.26940746350714,1.21500680405108,-1.68365482188297,0.711485032870924,0.45838232297507,-1.33268362298592,1.17176093160938,-0.537055684099044,-0.626222890414602,0.704150470961364,0.192519364891489,-1.09210705990586,0.279845525237543,-0.568593192109266,0.0650408326489519,-0.553691436768226,-0.798618521017368,0.728382538449771,-1.73464615405068,-1.60073478605946 +1.61537260184033,-0.932085734438952,0.0340813919262868,-0.74959894841939,1.35340607763644,-1.31322824490813,-0.31495936928116,1.07086256147829,-0.537377067668249,1.40166851819582,-0.135022681571015,-0.78017208497218,0.237100486969568,-0.404093497910087,0.270536839431958,-0.359330605407148,0.649735918152932,-0.344393538006902,0.912882750237642,0.79793141522563,-0.730583687978772 +1.86818339030294,1.37360719529989,0.510432816431667,0.259932964684476,0.699204141035497,-0.945131082181271,-0.0199143334982599,0.909697539031488,-0.86094024373874,1.23086164457094,-0.0213608981183241,-0.20510997701637,0.555450620638515,0.531731413643744,-0.398016570643381,-0.473771089443888,-1.23564798469589,-1.02819623155,0.0897766670191136,0.790440953703577,-0.488863452355991 +-2.09806708011053,-0.461052845117779,-0.272186042078387,0.318265350102688,1.47728940590291,0.218292731006093,0.74385580744888,-1.3168011770192,1.43814273086597,-2.527216239371,-1.18252061067211,-0.834469487693176,-1.77632904143481,-1.02459132335428,1.83541785530417,-0.758861896456203,1.35319216036206,0.695210912370057,-1.16763707792514,-0.544726333481338,1.46767709218459 +5.36011820416348,1.31569612187067,-0.534575423212846,0.317961230590886,1.28526797111502,-1.45543410735553,-0.377099704570986,0.897400694798675,2.87399632929207,0.99414292056258,-0.462087647474275,1.51059743887048,-0.215927020180643,-1.70160769715927,-0.234003757934957,0.30097928060896,-1.59193626612678,0.226032460430214,0.398071782001885,1.1545659053809,0.564035266317666 +-4.4611102944528,0.658934712426914,1.02863425495372,-0.317886286351427,0.1533261423133,0.418810206178367,0.529282915325201,-1.4172378147606,-1.30281600412563,0.291383952747534,-0.588513266635179,-1.41333785369569,0.324937867511242,0.012502969248826,-1.18866073433556,-0.712029508137545,0.48413663988643,-0.633295617957363,-0.118821123725641,-1.11607503763995,0.356513078207701 +6.22560392489646,-1.07099085724512,1.0887471122903,-0.472873942867327,-0.804019407104455,0.634098667027866,0.843933810219049,-2.01217720603573,1.74661079154638,0.882675045660522,-0.59706377580364,0.909866699577802,-0.658142434925828,-0.837586669424164,0.246592158001003,1.31677171862597,1.10643136081662,0.59113441016641,1.45480223901024,0.569943613377086,0.366318990813529 +1.15552497179234,-0.538986428161364,1.81403336859844,-0.488799884993448,0.553488701670665,-0.859109255892281,1.62071164637776,0.441148520283159,0.364747716194513,0.515262520369689,-1.31481779603045,-0.22241957217532,-2.32648031423733,0.361505776929079,-0.637042596288203,0.488510373143103,-0.470090637545029,0.154638676417301,0.835150065725048,-0.731157286020627,2.38746366186752 +-5.83371642668954,-1.29738814633453,-0.5736829518401,-0.179604823341114,-0.446384580587677,-0.140836418598836,1.0835354410148,-1.13806625828452,-1.82661828713569,1.15329519416075,-0.42600292120522,0.0848399157244844,-0.909535373034405,0.285721753855585,0.569828371010405,-0.151250725869631,-0.291856137125701,-0.710263436431755,-0.635008081433972,-1.54286930528703,0.0341821487268037 +-3.81363366202079,0.190233485411363,-0.679814360771961,-0.148234822935141,0.912448083005455,-0.991706286525964,-0.786918649316189,-0.0429659015739987,1.23170977598159,0.129545298002945,1.71695905974025,-0.329076292652701,-1.77644903797299,-0.341417657169913,-0.31140406383403,-0.46715192247213,-0.219275731605565,-1.60540254898789,0.488996000098348,-0.997534141235839,0.564109491630545 +-0.119640978044177,-3.53958596119488,-0.138047526523153,0.219743763527601,-0.218534254367035,1.76695829949494,-0.536757455681961,2.18189363460846,-0.771185239313854,0.423637727771565,-0.434234369907185,0.271913101914452,1.86786110653105,0.22153822362449,-0.667013186132803,-0.426530745431031,-1.05167372717875,-1.39526952117022,0.609247315172166,0.200984159277151,1.52959539815831 +3.55403330549721,1.21139760121623,1.59718394630164,1.62675778370599,0.117403736495908,0.611425813198704,-0.0862389338200386,-0.615702458265282,2.01525650113745,-0.498652149621273,-0.963677380243164,0.0769352005968051,-1.30124678210124,-0.591574280342852,-0.611305476938421,-2.40010247031648,2.22302036925064,2.0251465555837,-1.0498412525139,-1.78145515850541,2.13000681864889 +-1.59326757974318,0.29088382011186,1.00333429267722,-1.37730541532826,-0.995729057736337,-0.882791196948454,-0.621384495781202,-0.827844745652363,-2.04780908487576,0.515460899186715,-0.139398643085109,0.50195791465142,-0.673420020874803,0.517319092048791,-0.377049741523466,-0.0682377035978191,1.80812678706609,0.579346980531566,-0.153659675491074,-0.0585823743211259,-0.54319501093295 +-0.800777887464091,0.814770877380743,0.188939160959838,0.569856386207947,-0.913643636727215,1.64093758450769,1.42397121874936,0.740584675989166,2.18251296027108,-0.495765070969049,1.25286957368353,-2.06781611381447,0.113032655757258,-2.15267693357528,-0.30645914814722,-1.11927597754122,0.599044078253511,-0.635949315758039,-0.290213302288308,-0.232291466383466,-0.828247025568745 +4.93178255550986,-0.222340612523746,0.964710097308112,-1.148697675552,1.66680576199853,1.07899596195122,-1.57510479624164,1.54776232354621,0.623461859356447,-0.768239708844063,-0.405087016368416,1.2003292303908,1.48154458198985,-1.45572236920841,-0.200161676475839,-0.779862064248872,-0.47873261908323,1.6946803483276,-0.0367563078266695,0.592988422841067,1.19028348188827 +-5.87458449136552,1.4348308432557,1.32858199983203,-1.24615023977226,-1.37855965058517,-0.00890222911810588,-1.15502255051595,0.788116489934197,-2.02632705089311,-0.528382454253842,-1.04452451877112,-0.663185407638148,0.319679357551478,1.16591406009824,0.458029570032736,-0.264310905298099,-1.40048481476375,-0.540245553496369,-0.940739932664701,-0.311309757610575,-0.218868306449859 +9.75790237841533,0.189609124622576,0.247597558984652,3.54922331021537,0.269203626648888,0.43300367711103,0.657061601601808,1.74646021694033,0.145415295036686,1.81868051661778,1.1958037997382,0.541627670946849,0.553305412493439,-0.478250898419554,-1.50678233253192,-1.49074506235851,0.424907315825506,1.06715014545411,-1.13583020341895,0.847073294284813,0.960324203462102 +-0.170709078983256,-0.981587440172648,0.229656594948603,-0.949163494300049,-1.21564721663087,0.26298391351152,1.56235881231842,0.384056231633245,1.00208628415917,0.297692985245634,-0.48151992813427,0.64803330510172,0.44427958392704,-0.0233301906988059,0.385608541197956,-2.20394875916479,1.40538592814312,-0.764984291412368,-0.391332847299633,0.219500605647813,-1.58006224581596 +2.66962666961257,-0.0783011742939207,0.197619824932004,1.81910746401846,0.171994991311923,0.162613372272238,-0.389141230249768,-2.55476936748533,-1.00308225798003,-0.519613314324669,-2.18420205644061,1.66521809180494,0.65466842525631,-0.493057306229476,1.84407554992006,0.988163413287072,-0.61270655835841,0.334412188774315,-0.660141979247123,-0.147499134572362,0.652807483894995 +0.86878758372994,0.900741759575452,0.499247851900217,-0.658939265546171,-1.74014305762634,-0.993360476056577,-0.248130977282519,0.608448381815751,0.446641062395057,0.748110378908417,0.685543855316005,0.14803749284194,-0.23481516248939,0.286020841779697,-0.484059295583057,0.907559382322748,-0.738961026714594,0.243974446666285,-1.35881771891065,2.22056636772828,-0.201050206347789 +2.67293239558638,-1.44610478565579,-1.25020851785468,-0.883598408533954,1.84461905222447,0.652641488226852,-0.371994009933723,-0.558049156997882,0.987078455966569,-0.188297998631347,0.34854622079961,1.8192390281843,-0.253881322061908,-1.50096691430119,0.556988573526603,-0.337390293844402,-0.342870365897206,1.55162521932862,-0.711631480860466,1.51380764887372,0.854849448076315 +6.11963145870299,-0.071477095321626,0.581175657653749,-2.44572370312598,-0.189095113627837,-0.872449340470537,-0.518767919475515,1.01903070182636,0.401133095563691,1.27112389283905,0.739863495336899,-0.155982370781975,1.0112083473415,2.07143477425939,-0.0950045118939288,2.58704886339136,-0.416900349774038,-0.917095814716329,-1.02324102156523,-0.235932767185802,3.06080186200281 +1.01825925641368,-0.796143609129133,0.8845547329885,0.666862143011153,1.54848131144269,1.37118096703627,2.29320433006651,-1.08419366703436,1.16818043757777,-0.0722633406741709,-1.26460899265163,0.250348840289281,0.243308076674498,-0.102508092685409,-0.17069532630886,-2.32272199565539,0.460624225395936,0.787078821827659,-0.701264751941053,-0.150809645035017,-2.58342182673461 +-3.53981690738603,-1.54543948313615,0.167845421771851,-0.487752785110748,1.95905445201639,0.463228254767115,-0.99005687143882,-1.97773587441942,0.784911098136457,-1.03644933430165,0.693746052181146,-0.311706966429888,0.778411883172523,0.0831939469136066,-1.78145093183365,-0.746082672200039,0.781880025045791,-0.83168274190507,-0.784160724026962,-1.56279154317557,0.060297826039335 +3.78884534875852,2.09620023554288,-0.763063883948166,0.202033427735288,-1.52258440443968,0.211257923289619,0.878225858626166,1.33000397976482,1.34344765682855,0.243407241782982,-0.991723504310538,0.0207541335866458,-0.49470965221542,-1.24387504957131,0.643090728708314,-0.516565410472147,-0.536007799083222,1.1009609236059,0.795369017683723,1.46593434560938,-0.795979925336797 +4.59425064476582,0.167346098880432,1.4341053202421,-0.407823081690971,-0.0615977543812916,-0.461631531299315,1.38742973998432,0.326305654538087,-0.39497514236762,0.968111782900924,0.00646089772003256,-0.590973687445081,1.66804772741646,-0.0766326351137366,-1.32443760965843,1.55252699448218,0.695854573797845,-0.516592493533503,-1.1811998469251,0.841613789289523,0.620307429938121 +-0.534384321335274,0.514098655546297,0.151596571686454,0.706699393959072,0.90688373419312,2.24675287937156,1.62424530624818,0.862107117266852,0.267059964658924,-0.857945837280602,-0.326459377572011,-1.9195312335813,-0.295234102202239,-0.206463198857995,-0.221324345191288,-0.862722265283996,-0.398485497305345,0.0414969405233469,-1.99920197909523,-0.247970945798772,-1.20560498276899 +7.0776637873697,0.125394721328991,-0.795560150976755,0.367454542426712,0.554671268878466,0.680449607827227,0.47544377429868,0.495428121373153,0.573752265550969,0.338235673097852,0.703669477188257,-0.825442628013798,1.57386631309026,0.720165082436682,-0.144787420028932,0.974738328466224,1.68230389109222,-0.359309565511673,-0.20899277405945,0.0340489841854203,-0.224398887331756 +-5.91120808570156,-1.58124779060728,1.80080023435562,-1.35041640625542,0.585028719592073,-1.00139701082654,-1.18457144230878,-0.284155112450823,-0.845039610765306,0.413889135849319,0.380373219511016,0.878282921556693,-1.96457423997653,-0.173307393592136,-1.67504163528645,-0.848774586672609,1.43852428644678,-0.343945479092429,-0.489249370021309,0.754739023996057,-0.0188337405910002 +-6.93475217150386,0.0730407602207416,-0.313481682918836,-0.631794106230256,-0.0569230130075701,-0.19060744287017,0.28937962479862,-0.209250575054486,-0.989255429377109,-0.318289700660067,-0.967103680699346,1.16771713277575,0.0610103970430284,-0.161343590161695,-0.973241673346024,-0.397794449231605,-1.39531806333172,0.531969606120038,-0.437829991007179,-0.940932828046292,-0.259436587961982 +1.95472792570061,1.34769693635681,0.0216525258092149,-2.21607393150497,0.474377544488354,0.408023220264054,2.83504569837313,0.306178294860034,1.07556813512816,-0.547665316484899,-0.0927536710084153,-0.304710655809003,0.187398816993219,1.59298309044708,-1.50768706166185,0.997121823921635,-0.105733445545308,-2.04417212956773,-0.287162817292153,-0.42356775997598,0.135735967626733 +-4.71974163515453,1.37539955945697,-2.25850624507255,-0.826549941473532,-0.570347265629475,-0.975659517034225,0.352827563689465,-1.3714586607015,-1.96465993779959,0.12733880508773,-1.43449180112639,-0.74721575272708,-0.180798890534059,0.715348723312896,1.13046420305115,0.104530602658573,0.487637895353983,-0.344270524468227,1.6560954107958,1.10059465003621,-0.369437713709455 +-0.339648219223153,-0.517081329493958,-1.67775527050652,1.57745738759054,1.4044148112364,1.20884011444549,-0.194622537977451,1.48291885909885,-2.95217368595099,-0.776201816480922,0.00587669514807246,0.932807737933245,1.76771979479891,-0.356008202439983,-0.189999709437792,-0.152653943304997,-0.113346529940349,-0.0456411534099476,-0.439366284752732,-0.174401622225171,-0.195045141259004 +-1.40113697950508,1.51582710882422,-0.88771258928867,-0.236176327722443,0.170481182382467,0.825066851646642,0.447171508047241,-1.6725881977268,-1.69542709458109,-0.374853760054642,1.3552758947601,0.0668241178673669,0.70272463965407,0.100800240725159,0.114029475031033,0.545920450382615,-0.722593586981995,0.394478850208651,-0.155643302925708,-0.616991036050826,-0.368281047065138 +0.8740244545008,1.49912572886303,0.173245098972772,-1.05483417989233,-0.466438990033052,-0.811217457085354,0.145900788624841,-0.367503748034292,-0.847943431794627,0.76079327089292,-1.10169268987174,0.0559705675132122,-0.245169891778273,0.639198921849225,-0.850808382140287,0.220412026453727,1.05929768860618,-0.888983127174714,1.91492052611156,0.381476188486678,0.339471699156685 +-0.313910933131846,0.814576969918441,-3.14704584792069,-0.262484923158888,-0.600742274310641,-1.20542522391043,-0.797301149233568,-0.304240649831513,0.746481680906055,2.47596955278203,0.49612046453452,0.276254154606439,0.320750358015487,-0.509774264167304,-0.137885331468158,-0.306086435974388,-0.381948697477593,0.0715262131088257,-1.15723706945235,2.08204441026405,0.879016336812982 +6.06881936336543,1.66564854073976,0.0266768221917123,1.75336925622576,0.525929760367272,-1.14713904060602,-0.59788471517893,-0.780281224625866,-0.731889952979643,0.955369033833908,1.34214610185482,0.124502841788739,0.366804974701938,1.15373165999246,-0.173641008938536,0.0661047035536278,1.70030525603988,-0.282786599755927,0.558455627579861,0.0616077478007243,0.324554917639318 +4.6084126529241,1.01496869830099,0.527678458247029,-0.676189919698572,1.42154001487712,2.51052480305609,-0.224409696366066,0.823694727613963,-1.26039483211385,-0.145799030022792,0.264976069680639,0.676574861433,0.624300002066539,1.28568458598575,-0.336656038729058,-1.69609069969581,-0.15202077429475,0.301206229666484,0.451681998319772,-0.851446173223881,0.951868538216482 +-5.58259102997041,0.527156146138147,-0.532247594726694,1.36061700719669,-0.759138033382672,-0.267920425588944,-1.45260452832115,-0.175105402090472,-0.078458972766214,-0.808484028141,-0.121156887081465,-0.0507455588255626,-1.483412588961,1.50056570610094,-0.823185927556491,0.800551290283615,1.48643047069977,-2.39262905448932,-2.46852586937477,0.510286562310734,0.215306600998121 +-0.804907848435673,-1.94493600434466,0.907963299053161,-0.488515382544163,0.433905702081121,1.37821303385396,1.21697666340976,-1.01192139649983,0.143242952983064,-1.14665278422764,-1.22396584404292,0.172223033170905,0.303940402194722,-1.25497977842123,-0.271253610236277,1.32119612870368,0.546322315853379,-0.748659019589962,0.994771149766022,-0.108811801882319,0.961758629004061 +-3.10888542842296,0.688310257495692,-0.179402185513486,-0.518671901730616,1.66691931491959,1.22199266951232,-0.95379177417269,-1.38435540209635,-0.337070875424605,-1.6980300548111,1.43942892810143,-0.228599578312246,-1.46777795137357,1.03013603734459,-1.57365650639549,-0.426853165139481,0.23822181493272,0.591061326234736,-0.535656545767526,0.782541130070165,0.291879772911329 +1.5465862007387,0.0763314178965426,-0.900676662507379,0.871596391925027,-0.828661002581282,0.118124658032018,0.962333894748042,-0.371022037658713,0.59147304377687,0.627770918882271,-2.8499708311331,1.39192275511928,-0.844207648825571,0.0996919893267927,1.67213919046317,1.07932764905201,-1.1495411869607,1.57818461786199,0.452833260198333,-0.704947886714733,0.208926172329179 +-2.81917918438737,-0.837499619356526,1.56302199305104,1.15251045909935,-1.13460771999347,0.175106770602406,0.296655905554039,0.251152742103435,0.0261723664094463,1.20047124420582,0.424362868758517,-0.146646495922634,-1.2537745161211,0.151738421226999,-0.159979229203412,-0.586479975416293,0.626911663419365,-1.73938500347139,0.375850236478745,0.502399145873754,-1.10410751578344 +-3.99051003690925,-0.150187061400433,-0.469087926429333,-0.305924726442569,-0.350184309733235,-0.901858415846576,-0.250199863355972,-0.625923636617551,-2.15851032730238,0.0813852066874798,-0.145010311064105,1.48617792659465,1.36296187759533,0.404724737870037,-0.0457527586352182,-0.556331199431579,0.42143970669814,-0.88138632704906,-0.0301470037637928,-0.310178308122027,-0.486016191851763 +-1.59052801302845,-0.996213532625467,0.114271424868312,0.343837954019986,1.16067638993321,-1.14186418500412,0.616291468316884,-0.475368224317026,0.126766965504771,-1.28960341431842,-0.62012295128637,-0.313120239301893,-0.70942871919899,-1.15701416171288,0.528595672794839,1.59948607347993,0.796605461570289,-0.505405971982045,-1.44098436549064,2.11184193240389,-1.19636485275545 +4.90823875226454,1.21660013338776,-0.639340820630256,-0.727169406872142,2.20003634982974,-0.326222387708939,0.0259434991545211,1.52796386534612,-0.366373483564558,-0.239666075101105,0.349716733160169,0.833669626706889,-1.78203807389381,0.285961209667914,1.93848522820336,-0.969817801080287,-0.115816179945881,0.43300052435011,-0.284695942968209,2.70904061681961,-1.08956650942623 +7.15927438911922,-0.171835289489714,-0.316609300851011,1.07496074375937,1.59619162933354,0.911210611433448,-0.472530470182095,0.191638541501852,-1.60082674350541,-0.806320794945426,0.502818343313478,1.08954680249179,-0.261028707478738,0.0995602172411476,-0.390174493435165,0.152154632929234,2.42290985593763,-0.0100264418018781,0.622650556509317,0.259428248884296,1.02061847102348 +2.65599321979663,-1.33395998056899,0.749666746542029,0.919969603251776,-1.17861866579399,-0.341298458715382,0.384195447314273,-1.63281764045783,0.939539188661486,2.7679546855853,-1.69145494585565,-0.674630283752327,0.963263056669752,-0.207014832430642,-0.36045783196207,0.253244816038202,-0.21976813854192,1.06446332427107,0.872328724856909,-0.130637234246495,-0.154284426065768 +-1.26445012833292,0.141560719859246,0.378129761308321,-1.44709018452706,-1.11370498626116,-2.3377787530205,0.125404068204777,-0.298341402054626,0.780135661241018,-0.188036462958846,1.14300334262729,1.53609351988846,-0.12964713788602,-0.639640048400289,-0.0378584778759545,0.677943684234452,-1.95289529231752,-0.255638097165819,1.32503314097283,1.20530900440178,-0.112978235937475 +1.52825538265105,-1.29141105604798,0.3956318201401,0.429313358614429,-1.440699805876,-0.50945113566063,-0.231767015629735,-0.981847219736909,-0.47223700681605,1.51025055349871,-0.496475418503958,0.506082580556129,1.45729941081317,-0.884923939786408,2.45951711901321,-0.934869228186983,-0.428635581199706,-0.908194221578477,-0.118575339211125,1.54804185571829,1.42297965388952 +-0.339859359654772,-1.33248719429825,1.08278833438156,-1.74556612300667,1.60397324330105,0.584717498403633,2.51082634134859,-1.59751161212848,0.657808208198949,-0.675872035305813,0.504758896567318,0.272442465939377,0.226483200877677,-1.4427411942417,-1.42422166595917,0.479983193242415,0.443348316381876,1.02304136303027,-0.623343608847505,0.691289018468327,-0.686801339343305 +-7.00006858017818,-1.8054835556734,-0.794803420982705,-0.83795390656429,-2.46750275200171,1.56798661360323,0.481383604101883,-0.598558655692928,-0.933394394201816,-0.444773110639418,0.503678965753024,-1.50422767177369,1.26699221713469,-2.26490128281228,0.0130714817969295,-0.865892474208631,1.05868323399143,0.779098039019152,0.316812089991798,0.429290194574583,-1.07695241740525 +7.33782432763246,-0.678040681614833,0.606084598193247,-0.607542348474575,-0.700065610186228,-0.491130834290788,0.36444835085495,1.66388290008845,-1.81211663672603,0.409411098071916,-0.0114180823637838,1.09315242539513,1.32941046923062,0.856320581037491,-0.662454583321535,3.42886224150206,1.58003429121639,1.02764421730217,-1.27074525133842,1.13485012468628,0.107270008534065 +-1.87272841724219,-0.473358051207888,-1.06246743632437,0.35306674883383,1.64627065276772,-2.49491743527205,0.0491113322648843,0.513247043200492,-1.18325884728368,0.710476315108261,0.0472985183084088,0.294938968013343,0.624233472516837,-0.631475682702643,1.02079279120833,-0.326991939616356,-0.757624066747529,-1.15952252974329,-0.356878664293071,1.65107835198933,-0.799696504414412 +5.10631926027705,1.0274170786444,1.01920050954008,0.940530404256546,-0.612922462005517,0.995035641842783,1.31404802081586,1.28354404046729,-1.79376818977747,-0.0122432633115827,-0.310934786622509,0.525658141756459,0.00465044024508107,0.544775902416306,-1.40617436295553,1.28409887868319,-0.453192407792608,-0.124727547041169,1.18060759955272,0.258717887542481,-0.462089957403307 +0.59001192475573,-0.597387568754006,0.177610189255157,0.755949683212203,-0.507404502096196,0.228621942582133,1.15027079913026,0.941971856661086,0.826661009550712,0.284257133906982,0.196094348218268,0.763803753469815,-0.121246397229187,-1.01912414963536,0.411716434326917,0.937034740104664,-0.820831764061283,-0.472000459249929,-0.597697416705004,0.594344195370645,-1.87826013425247 +4.11366772964558,1.15984937728077,-1.03097473835192,-1.34041073510184,1.0006200306435,0.95564162927165,-0.415286932035692,1.62963790579343,-1.27436826703423,-1.51976003563922,1.3504634736323,0.261886852502341,1.05716916997991,0.775881337896657,-1.6231281816524,0.40186753550043,1.01174037731601,0.597087755299904,-0.865830059167915,1.85721654557995,2.49687485127556 +0.707303525970762,-1.33322688049967,1.13265221413661,-1.37357215486581,1.19098714280719,-0.111129638364203,1.15550735414976,0.476403453334302,-0.0904101022148188,0.740010091684959,-1.03288559674767,0.499135546802598,0.0561926118819927,-0.143807257832316,-0.704302128658206,-0.194219290429716,-0.302721629543979,-0.504116898812734,0.191299601240589,0.373265830416601,-0.911226986574706 +-5.11994854949081,-0.925755661705498,0.0403449519839043,-0.435151748379749,-1.17779495827406,0.797664979011703,-0.481478967888389,-0.338768777126232,0.619994815745638,-0.399544547916584,1.29088660812619,0.340605750953559,1.35846545126087,0.928423365092008,-1.10946139788528,-0.0176187000644916,0.200442104098278,-0.718566803270921,-0.995400584225225,-1.8659420968234,-1.45831906443417 +-1.65999465534276,-1.07449512530901,0.596898851429976,2.71508586179829,1.14582143070656,-0.883719886254824,-0.975414370303564,-0.849707151401225,-1.40860173043992,0.448534342591585,-0.769261876474903,0.217144114921774,-1.07061702267764,-0.141629752949911,1.6152511718467,-0.643758584130778,0.176881348793984,0.35294933907587,-1.12944329037875,-0.463581694518879,0.939617561733589 +-2.19975170665851,-1.45111649529909,-1.32960461096118,0.011034696102652,-0.924407780344829,0.484876380065974,-2.19993607417751,0.0219348051300823,-0.771888174674482,-0.222473124075816,0.0138178193264336,0.291183074946757,0.427067709509402,0.669188222469658,0.644837149790571,2.19833171324782,-0.560766646453987,-0.282056610457184,-0.791023791991164,-0.356264379818133,-0.496843901634907 +-0.437640439216874,-0.588732163860088,0.614959811196199,2.54086599472099,0.995987855011375,-1.26357307761266,-0.834229236111423,0.59765618208396,-0.377422388792574,-0.515771324482668,0.927222134453873,-1.13465321042965,0.645139286612444,0.922187147053443,-2.09542085960563,0.808552046098156,-0.787332662933332,1.45390774783237,-0.907940295049091,0.397422618003484,-2.01081296619519 +0.474879467991038,-0.115384286877128,0.774047721419055,0.0290022846325341,0.0346537171156727,1.23941151445281,-0.885620107894766,-0.700773532354983,1.57093098137585,-0.0286764807953294,0.457195463813161,-0.80204598835445,0.349255784227711,-1.34887141648789,-2.26819735744311,-0.692596126924628,0.0143960592708074,1.38881688463372,1.4118712472092,1.59968191724066,-1.11130849799302 +-1.7083578132124,-0.720370868825172,0.264352057456475,-1.76687399021843,-1.27429765605945,-0.503307251603468,-1.86013608896402,1.12899472683626,-0.209708377406821,-0.409251864374615,2.33364954784296,0.262418518766314,0.703671361824149,-0.739570278259042,0.104635345917296,1.76203105215935,-0.908967818286634,-0.423891824556829,-0.454492023738477,-0.748799034120189,0.347304285443139 +-1.67805948852831,0.0033002573416574,-0.938829846717329,0.247477750856503,-0.276134721655296,-0.0738351301968228,-1.0099719863757,0.770051672403,-0.290407841061818,0.415813865732877,-0.189663780297878,-0.238639451375177,0.247612061360565,-0.91222375899526,-0.96635304460937,0.572367218306873,0.362848564016724,-1.5663697974049,1.38356841670231,0.493647419097053,0.818921880194266 +0.127350020712919,0.987361340420297,0.952146612795582,-1.17414843779504,-0.193502038475114,-0.460508653949414,0.356111526821394,0.538436988529577,-1.27969672885135,-0.402345116883863,0.218190959203192,-0.132958207721825,0.0329018925373291,1.61894987432806,0.857586234387736,-1.46937091760456,-0.426235313366805,0.145860747348245,-0.370637817857438,0.518988808314594,-0.721295670669001 +-4.60161552194671,0.953509388776604,-2.15820988885239,-1.13558498264146,-0.512376513406389,-1.46195018925638,-0.655773196945038,0.238994118990968,-0.824238026076472,1.1094086201261,-0.650871869630498,0.306882565166056,-0.394841583110853,-0.0472434899244266,0.243078403250838,-0.554719621148293,-0.484044995923891,-0.111342208551694,0.305105483475858,1.10787448198386,1.14361008208232 +1.0482960375652,-1.70870131233114,0.701410048368955,0.909045703332229,1.86095058889142,0.189275502847271,-0.113556009374078,-2.22728252034641,1.04958814690845,0.17907501643248,0.0950412624275405,-0.0447525012649044,0.97003811967201,-0.585982198048927,-0.531804992184343,0.179440663453542,0.710462723495849,-1.47345534409225,1.47800471385914,0.201621692729834,0.855124498670275 +-7.3001417971657,0.293398785092327,0.865395606550807,0.985284483422889,-1.02346890778773,-2.11199184820693,0.552342473062608,-1.53209549561145,1.31285538604918,-0.42206721506434,0.163222590118332,-1.30512543222324,1.04794378466002,-2.02496450300844,1.96178148767364,-1.02249432529965,-0.795098691132925,-0.449044230000428,-1.48415898026133,-0.918614010000558,-0.870918487634982 +1.84896243264695,-1.14900188882747,1.59500243057655,0.990671829987119,-0.0828193606855344,-1.83052812263656,0.21121311886513,0.325770502789944,0.499337231542945,0.534437795097317,0.869409680361773,1.02475121877299,0.429737960584019,-0.505086447645404,-0.0177845328149229,-0.416549469381819,-0.539832115006841,1.00313227644709,-1.48071052664743,0.765615416869258,0.0521918425635598 +0.169704546340158,-0.175293900190847,0.910785368678552,1.16311497647173,2.09564122308909,0.114513599883064,0.204490906474989,-1.62053806823932,-0.0246607264014716,1.01929622378623,0.33432908177761,-1.12048450157704,0.24300004152452,0.0413870117297255,1.42574059171209,1.27517704055675,-1.41772917952185,-1.24567334895476,-0.632584925629577,-2.18165073995345,0.148248575487974 +-4.07757730290581,0.035154801957687,-2.38078219215888,-1.86720313285228,1.10209936494549,-0.834333823226301,-1.39591729307827,1.21437628944585,0.451372385340033,-0.914355963806967,1.83384901161194,-0.426802827264807,-1.42005025568561,-0.117997812660634,0.83850434173245,0.272725509259333,0.966457798367373,1.64876631178176,-0.607835190921936,-0.59771092249265,-0.451216069864392 +2.08224183699514,-0.666786427974122,-0.343467914883321,-0.787156399581137,1.22519354619141,0.44348497774384,1.80298646136891,-0.885302173554365,0.434543936254994,0.217347192568817,2.80339971056032,-1.08594466144988,-0.137532853666037,0.692090098421405,-0.0982482017672249,-1.20730597686017,-0.523885430472308,-0.831354237739367,-0.381252094525103,0.604744151829868,0.283160358368081 +-0.971033688057575,-0.815686817070391,-2.13860932860843,0.115757265638234,0.106117248942629,0.835907198810686,-0.185336044790418,-1.34064373447101,-0.379934728441541,0.359514630178037,-0.59904912774458,-0.526980263474591,-0.252108120634824,0.798791001450106,0.0533708657268379,1.3426051325888,1.93717384773021,-0.414446661759479,0.658949561078409,-1.00853409938538,0.332821803145559 +2.15108506520459,0.121877368482829,1.15088987722858,-0.324633454241037,-0.341861308954118,-1.90949729566903,-0.195570714162533,3.26887331438604,0.180041447821294,-1.67205683295836,0.0353924559037034,1.63661312515679,0.0803591025007502,-1.19258424744237,0.328790385608431,-1.15813131712056,0.127632316273185,1.53499022690252,-0.140344603953208,0.071742477902568,-0.742952581711571 +5.61848889592721,0.0653540551699574,0.549936745709522,0.0680163567800886,-0.555894399949393,0.176563353812897,1.78154426049374,-0.694764509809021,0.340098151967976,-0.490927078363923,0.902244022320477,1.21010040154182,0.664956087344386,-0.295486185815908,-1.08722108911994,0.645125271731945,-0.135268011212272,2.39596836676161,-0.559601811998524,0.967388955549203,0.855100844119676 +-2.04327630945052,-1.72635251638306,0.0348264595729851,-0.498156467563915,1.57032672425454,0.0414023950635332,0.125140516856455,-0.128697159108424,-0.720723354492751,0.184466857280778,0.525792013415721,-0.162137865332314,0.15543287741762,-1.34924520996549,0.0651198979360903,1.54952766972074,-0.575171131358829,1.34145982795394,0.589240369623907,-1.75978169585282,-0.912495798468922 +-5.18395991753908,-0.935586630459664,-1.27317001676474,-0.628069786226752,0.195390894483526,-0.658283271478944,-1.03520553629889,1.15848917376002,-0.551106120953991,-1.18681238103159,1.24749238980811,1.40927995411013,-1.13561895161575,1.4800506110125,-0.895670329105256,-0.477734457903414,-0.110202537900875,-0.73039273992717,0.773188998214308,-0.61268714897271,-0.257029119060529 +4.57257364750246,1.29865429816607,-0.422469306982115,0.871025795972233,0.790743893673945,-0.0246147497177699,-1.3513014752541,1.59503178797568,1.3779431871108,-0.227148716210515,0.449983856848366,-0.308945498395365,-0.0347865153296715,0.305924180668353,-0.0285878836146209,0.795499238288866,-1.93807314835307,-0.229911498663043,0.660418515332594,-1.19592395405847,0.929777030959156 +-6.66685799738679,-0.589983651787971,-0.300559699063897,-1.8423069832839,-0.108488724384773,-0.0443387799182488,-0.255018333063725,-1.37239856400624,-2.30669919609028,-0.413206890344418,-0.196807932011889,-1.0015316703558,-1.1538938744286,1.20163649248532,0.749841593538928,1.05573492589853,-0.97488502909288,0.243699498148633,0.576436399147804,0.143539129503002,-1.05945298782037 +-2.05466990938589,0.555292978526416,1.14026704783858,-0.334158379910543,0.389963950402779,0.93519919364165,-0.371913766339234,-0.907604993097773,0.0370500521520459,-2.04628082597007,0.321762424196703,0.867178403176888,0.550022733151375,-0.653353384325199,-1.02553703930545,-1.62212219745692,-1.83968143269139,-0.780954620916547,2.03420497872535,-0.559181777999306,0.988531509938233 +1.23735808861996,-0.194943476102316,0.820175154358249,0.352168798074503,0.0914190796479603,-0.836459919324748,0.434598073266543,0.612136109475827,0.272722649678918,-0.682199354222028,-1.87856735586708,0.689229396301135,-0.157277474693573,1.24844490369562,0.649458578377989,-1.13052397357529,0.0623675875891254,-0.000499656584456481,1.18194533106047,0.94361333256343,0.122391970490266 +-4.28258619627353,-0.688125437397462,-1.06305552499706,-0.408094311963601,0.290748455618898,-0.0789019709563316,-0.625261470780452,0.435813684701234,-0.0411224906179041,-0.378827460314255,-1.10031641285634,0.860070281216516,-0.621143028516478,-0.205324639592407,0.105143560713458,-0.388623643215699,1.38694803753602,-0.697774822156938,1.10461235674671,-0.307582936401984,-1.24907533268647 +5.85543845901894,0.0826986445058158,0.186785985152897,0.0759161483363245,-0.638039144760014,0.381453434140065,-1.00475998084684,1.14937372076137,-0.371453226678686,-0.502544430096302,0.798370802796655,0.816831274355213,1.95318638136595,0.598558539123819,-0.136972755470811,1.1081711362241,0.0018718686598352,2.33863263520787,-2.0324704350162,-0.0303689137930428,2.09035596707431 +0.0151162797391593,0.16814683195678,-0.467601088724001,-1.33100819190213,1.59454942803373,-0.123038389458398,0.381375072542892,-0.904725467170098,0.954567562238163,1.33852250484186,-0.525375701464655,-1.39368424456395,0.280078808535251,0.711061412502257,0.524485332884939,-0.209267536137819,-0.768366121933564,-0.0984962023625968,0.558231593122305,-0.582537030249022,-0.287147556030706 +-0.789024625343757,0.805546728822644,1.03420695017163,0.760338245702745,-0.178433296460971,-0.446222416985549,-0.411190751712947,1.2751756882417,1.14584541671957,0.00543071073394272,-0.78674893819656,-0.99006769402437,0.372799654239766,-1.87285010646387,-0.0827438814064101,-0.984267126119616,-0.738344441305343,-0.532795391223027,0.956070683767875,-0.264136541884777,-0.990509273576233 +-2.18192798195837,-0.212200869049578,-0.279927183908859,-0.0263778771496213,0.120580368113835,-0.81944613687064,0.235443154937198,1.85033056710755,-0.528838084411854,0.242541737729324,-1.29509217326924,0.197223030007492,0.215286735440482,0.2512907933467,-0.181738514002576,-0.70212199026805,-0.0351324331588649,-1.26491604847006,1.12462378940301,-0.827218919473288,-0.403075863061603 +-0.773699173502501,-0.852429401883359,0.249995764338591,-1.16141071584009,-0.253088094761274,0.537694531791356,0.542511311141924,0.415876296823442,0.158435381399466,0.00348916857422646,-2.03689182822381,1.15161616798259,0.505232114007501,-0.431454967429734,-0.166141372468604,1.11343313911486,-0.346797201320655,-1.72116415606927,1.15304042853073,0.412145200164652,-0.149907849250982 +-0.710710813656274,-1.29667481478582,-0.0282461214615378,0.832370083813548,0.133168666361368,0.76560254657528,2.08003232364618,-0.209763594543029,1.67819983717957,-0.243293090387604,-0.191243795960691,0.0180714918018891,0.666095506030142,1.39483457638918,0.549863647391161,-4.29959258751561,1.56539598993601,-2.40699040588162,0.0209528393354447,-1.91308957626778,0.37707190587825 +-6.44264872838597,-2.54466094581774,-2.1668631416459,-1.06580076148928,-0.102066177812094,-0.138037631805279,1.6774300087004,-0.749143743647153,1.33561650297116,-0.140620644002914,0.562826303964865,-0.581187105036722,-1.28869416525433,-0.180102984561654,-0.389156263703958,1.31783115107235,-0.372341259452871,-1.56481249788796,-0.428818553506619,-0.451490036614428,1.30970029597449 +-2.58807350017111,0.536258011619238,0.792098794785287,-2.27866212088485,-1.06978319472064,0.328211246421813,-0.207128397942695,-1.53486014447635,-1.20526862254271,-2.04371860460266,-0.372498347017217,0.7823992448226,1.27158240006815,0.298121291730452,-1.69687709450535,0.572475078258032,2.0691075323656,1.13351418201219,-1.51174971532574,0.72210543819527,0.69062394111976 +5.10430346305262,0.0234656656005183,-0.15806457340126,0.300357608837525,-0.150192829370917,0.56869188758275,0.0548089921928937,-0.867362765238834,1.02278438504748,1.66059660418564,-0.902228056678413,-0.285285271376197,0.113231585841102,0.38452859481284,-0.941883441434242,0.0653986456323155,1.64775646556048,-0.368326234770538,1.70357315019056,0.0226292846265292,-0.169268604453283 +5.74983521601126,1.04693098410088,-0.0790853781489886,-0.504937337233526,1.06576423441763,-0.103843267879039,-0.142200234138115,1.7988704121032,0.463858472395695,2.02319619508094,-1.05194752798533,0.603567568499444,1.46245849372249,1.1775264798768,-0.156933061658446,-0.791474824475253,0.571193643350256,1.41023959296847,-2.13446293250528,0.0580275261370038,0.458356558602668 +1.79793757429455,-0.5064048609439,1.05018522582764,1.33793857367433,-0.101703989494562,0.0475598555711183,0.331535650833594,-1.73921530100664,2.07675558745798,-1.32020114106373,0.243440557377864,-0.871075085945595,0.513434456841368,0.377585106913592,-0.105739501243381,0.295819932159731,0.0244285151736237,1.30508317840659,1.09934592110731,-0.779531677618849,-1.02289806202909 +2.16686340337861,0.647961974876367,0.87890381990761,-0.243585748018998,1.29537744518609,0.270684860018594,0.987063219214993,0.470125635959585,-0.959618976468044,1.06471295581618,-1.0408045674562,1.76863329405786,-1.41704392877084,0.768537845231164,-1.01855159860502,0.069407132082042,1.87972032450962,-1.63946845199473,-1.3706398134682,0.840999836319641,-1.39586836029734 +3.88847873363649,0.485718791304701,-0.342732784700745,-0.0603162440403794,1.114274556801,1.04617831110931,-0.483104820575331,-0.117596627262431,-0.127557045108757,-0.0577006959225705,1.1121137554655,-0.372811298755264,-0.0665506566568082,1.42490395758805,1.91078918331345,0.170973161444529,-1.08584521075195,-1.26968471570076,0.978436313931267,0.5895786049489,-0.417824429064821 +1.05536298270375,-1.20700151242928,1.94624619880743,0.798035944743855,0.840220118078399,-0.443315872432596,0.604101603624579,0.459747220876633,-0.821418629989158,0.730240400015382,-0.682475918053125,0.0494227885006814,-0.476075050848092,-0.221269415836682,0.399495633057504,0.273645149621034,-0.567935860041096,0.406954780753863,-0.9647108959599,-0.669682066319759,0.417651354019229 +-2.45720305065697,-0.00297020085601345,-0.227037609481345,-0.464946294443432,-2.04401478965745,0.625584523497576,0.498378939636102,-1.96632226756425,0.969587183564109,1.81733914819267,1.90187229919745,-1.22571456184699,0.441250747579863,1.07116026035584,-1.42373362688887,0.424502992272141,-1.39067852970346,-0.780832054539297,0.225105320541544,0.648492215469213,-1.09805825260178 +3.41485465128476,1.5868597609769,0.192016814210128,0.382631776779494,-0.173039238334171,-0.77699606364632,0.278584893994471,-0.188255255593086,-0.683695815229744,-0.706386199615336,0.704162416947077,0.817005888277046,1.25342257514868,0.201956049511095,-0.731459947632363,0.841420015186288,0.0659745446129795,-0.269125339763215,0.88209828437784,-0.600612750468197,0.615832449632919 +9.27461093187746,-0.993224256190006,1.38595494085193,-0.382028006105067,2.28766850289904,-0.416099629482927,1.34532132020949,0.305722903284063,-1.02995246088077,0.45329477869157,1.99607143840413,-0.073563973289074,0.143956722583181,1.9456496545805,1.72152791561398,-0.567775971659539,1.04258406853758,-0.461362987708026,-0.727678643036746,-0.049115724566158,1.33700785096637 +-1.28069053611689,0.0600225555202971,-0.803534898888712,0.976360911782075,-1.15208460819442,-0.547038437801835,2.14475101336018,-0.221521959527113,-0.407257501843206,-1.33552352564804,-1.60393889228169,-0.76485509034548,0.705591131420676,0.285658669958435,0.795059989958767,-1.32826579952798,0.400443000992809,1.0931779975516,0.0381067042411706,0.392737253380719,0.916426229723283 +-0.501998545951877,0.657414520091774,0.195503202022345,-0.949066546160517,-1.51497174512716,1.07136673610135,0.151326866353056,-0.113830135669131,0.800127274518344,1.70306066082196,-0.622721728489999,-0.81583368147836,-1.84621290469279,0.308075044571555,-0.198221257820162,0.253890572211937,-0.30680996581884,-0.0659418554355134,0.415043064144375,1.17422413961685,-0.068951696590074 +-3.78539684576628,-0.233107955329485,-1.29353660299568,0.251446946180977,0.290416314978607,-1.19974159907787,-1.7432010929152,-1.33995107825162,1.34169907879114,-0.437293173490946,0.0204647063777839,-0.0454096246094253,-0.529019127822679,0.684357966088705,0.706604057186439,-0.914617246348901,0.202519965922399,-0.693647178028972,-0.0992184801553902,1.12602647686644,0.519255539205327 +1.78929949475775,0.745678675692384,0.374289546736544,0.0778793216410313,1.08542266753143,0.118136216089971,-0.838148112901913,-0.348194831207364,0.544101498320852,0.751501374830397,0.478895740898732,0.0121195815455211,-0.678335970791674,-1.64487402181109,1.23433161954684,1.19739096606064,0.337448370685423,-0.0798551507534268,-0.0825112194838085,-2.26783482048669,0.663536261631597 +-0.248545082369777,0.54107790476895,0.633273937978906,0.882957803528658,-0.569438606198605,-0.0177833946228032,-0.0199207078001967,-1.17858042425393,1.90033958870378,0.0836039840040122,-0.843657259010388,0.158684473906185,0.302330059544663,-0.457157061816699,-0.54995967316504,1.43288789270885,0.503411875952618,-0.742430127214464,-0.429292651474092,0.784633862097038,-1.94145716049532 +2.9283151544096,-0.835159081809374,1.56632462054165,0.606768787814783,-1.77494092135926,0.320928001612724,-0.772457419902337,-1.25824293305504,0.13320857799804,-1.43523136751822,-1.01475120950995,1.06298526232135,1.26049813536381,0.346407871618922,-1.34458277177006,-1.19405821419202,1.57146747335972,0.89990071028482,2.13927820148069,0.331016695306123,1.43618512887633 +4.6886624456833,0.134811864446898,-0.717597203262981,-0.159655817962591,0.320088120546618,0.50936461713208,1.16034112198107,0.932563949394851,-0.562118373403392,-0.950758903385025,0.737030109859214,0.38422890274523,1.27914778138262,1.08907233744999,0.46226150776096,0.911170017593282,0.464328274443155,0.655490221006011,-0.831570697129314,-1.53509882855826,1.27117019406822 +-2.84014490671943,-0.284421053650322,-1.00674588669665,-0.939731900641293,-1.15683852575913,-0.761176693088061,0.656372825296837,0.234479596697442,1.28426244933748,0.600327672602799,0.34318507667507,0.564873602120274,0.659590594020346,-0.96795574858228,-0.227930674904181,-0.904949042698361,-0.746112632309479,-0.806042967342614,0.0992595900840361,0.628051253527449,0.0786627465491661 +-0.498919428125724,0.46668491467003,0.90850822609652,0.479394771139039,0.160857265657062,-0.534575003639048,-1.26498217742528,0.417111787487561,-1.05651772131096,0.0474627464941006,0.759601948857205,-1.26248472231496,2.01076907152297,1.11659028243424,0.128136406662495,-0.754828356305371,-0.607674391143941,-0.619402757005497,-0.259363818278901,-1.50310889000204,-0.194375729988389 +2.00800385828847,-1.10642259258373,0.206594177411618,-0.319031767387571,-0.725900694448369,1.00893474143829,0.355636564950414,1.09633870857552,0.0385842544423383,-0.0990234699247845,-0.315274988551141,1.25091675239002,0.44548529462804,-0.162631476324816,0.979324022840651,-0.110919138280259,0.191135599913625,-0.728812783249547,-0.251438202590534,0.211050271657435,0.932885325907151 +-1.85713521592196,-0.10782194203835,-1.20081515655837,-0.541139345526292,-0.787128317126205,0.532954381272814,0.612576233227585,-0.271757922897376,-0.446635257806056,1.4788733109672,-0.00997085770828035,0.454619256079568,0.72867874927725,-1.9691963565895,1.1437414415511,-0.745666864323427,1.54033966854919,-1.40617008270973,1.40523838575075,-2.04539826602699,0.0896164506351317 +-4.07884913596383,0.0502377393554855,-1.32401869128839,-1.60006170587744,-0.0777483761879866,0.828359240592071,-0.0522281719056894,0.17483899914484,-0.373879874485067,0.462885576701368,-0.544745647922997,1.3102821124756,0.189342291879249,-0.342039364916063,-0.568646237088715,-0.776471781438434,0.578775937058404,-0.965944309310371,-0.704383197567152,-0.514904945002371,-1.33751133242063 +4.90187930528801,0.310879061609049,1.09505427757402,-0.448538518423012,0.973792937075818,0.0711839107287616,2.14143589566314,-0.740587704237441,0.367989961940843,1.34779730488679,0.591757138585858,-0.894709155796514,-1.19419647117208,0.19145639776612,0.867047582135967,0.130997976432169,-1.15130266423949,2.65523494434597,0.0757427257714797,-1.37644935500747,1.17325763533204 +-4.41124516743409,0.178887489683565,-0.397988368026311,-1.81083492588511,1.98060073450594,-0.134348760760581,0.0411389769910887,0.310868183052753,-2.26997523475833,0.836998921306878,-0.0649943116826375,0.364262312728043,-1.00759128044601,-1.04272354826246,-0.270773005241004,-0.768367446944334,-0.437058284849028,1.81787110504414,0.022093592225825,-0.569386268600246,-0.438845234346751 +-11.1954793158243,-1.05978105778253,-1.18349646787011,0.928300461195544,-0.158091907353521,-1.29296429668196,1.24486729295221,-0.327123276733882,-0.0779732198214083,0.675860949339531,-0.265226509207752,-0.819369573968128,-1.01292927637016,0.550916005893652,-0.900388332777192,-0.294060072784027,-0.943966512836189,-1.02452043024923,-1.45217189746894,-1.23595838483763,-2.013099010559 +0.686464035316266,-0.973634523452443,1.70912587142593,-1.731106349625,1.809940816269,-1.37638727002126,0.431203305943654,-0.153214024476115,0.945503972184103,0.00441640021957494,-1.11226685491424,1.20891407110058,1.04936062459442,-0.855997289441712,0.491940657994839,0.0300430200978666,0.580958366094898,-1.69981064500696,1.30028433999968,1.52085851799796,-1.31514084426189 +4.06184088094607,-0.56133651080322,0.493891376976795,0.582601301652533,1.42642301007195,-1.82201765929372,-0.11522458765539,-0.112073931392818,0.331384079605546,-0.611963141068282,-1.05192635701344,1.98034001462748,0.754290529743402,-1.12737886574993,0.996570328074291,-0.228448763924362,-0.190478691960106,0.0402557261587514,-0.472791409002937,1.18974576271444,0.415973832950488 +-9.26680739571793,-1.28289865966547,1.5704539631062,-0.537542280717842,0.685362894907895,-0.352449370462568,-0.185812553767854,0.467165598831471,0.639910272245312,-2.32488889031562,0.71837949288924,-0.568373966968491,-0.573859303785726,-0.900047772747594,0.266792679477678,1.80336369402443,-3.64974232124239,-0.79468700196918,-0.486089174728427,-0.951632233275526,-2.13713185329265 +2.37754341765798,1.98663776582478,-1.35211817409076,0.766047507479803,0.128316210462615,-0.259565767503432,1.43504584773545,-0.0963903360676683,-1.85717181625546,0.700284332631309,0.0546997783360125,0.81535363210674,0.649414734352334,-1.31339059845629,0.958638888507432,0.456130332726626,0.198183945743692,-1.62110800196301,-1.5934328604082,0.0644614093251441,1.4314530487835 +3.58546236279667,0.0711847303990313,1.26669478268012,0.525631794348442,-0.957872646081661,1.0136833920038,-0.818593213959066,0.726340930382101,-0.624685729828005,0.600019367382446,0.888344312202669,-0.166328954214147,-1.39562040668805,0.648725663061615,1.18548180045665,1.04374080561967,0.682986316707088,0.343826702960237,0.135540474242007,-0.900807983501546,0.397049962576813 +5.56684413866778,-0.402094025828771,0.644497695881064,-0.814387217059139,0.31088790287081,2.22168031015189,-1.08699453986625,-0.116776471482937,1.29296452843143,1.24365501952008,0.550128648697619,1.32719672684248,-1.10401547894131,-1.08767774747691,1.11168101720645,1.46269692617287,-0.1789723587931,-0.195118919419666,-0.370035543220907,1.90612048566737,0.212898679056587 +2.02461699541926,-0.195765757604126,0.137468306038661,1.22152027045666,0.00869574881796402,-0.801301494813744,1.63699493525321,-1.58406993610058,-0.662144918149926,0.176818730505375,0.279906231055159,0.649601552610105,-0.77137861583303,0.300119021560235,-0.321037729976917,0.418163619186062,-0.178265828256752,1.05125292985116,0.635272188601505,0.310777983042489,0.580815324132015 +1.72537328662148,-0.393221778342938,-0.383652164070073,1.36112427511906,0.295640913601561,-0.154381960974982,1.1294937228903,-0.789090792809744,1.87052666955101,-0.126321735653897,-0.53488375430638,0.720144658477458,0.262019478841339,-0.782249127153968,0.56262469239988,-0.209433518544216,-1.28850674724451,-0.331500390095462,-1.57208029832912,1.39103327353326,0.138944503149824 +5.73274399977444,-0.0901356091009884,1.96963131481913,-0.174488894578665,0.507198144130156,1.31198664734805,1.14924071418589,-0.733566889414798,0.27202722183008,0.556171941395896,0.903410727922309,0.0746699622893909,1.28529684140311,0.88924650483965,0.530153368439806,1.15462214135087,-0.402443539315847,-0.552538688464946,-1.48334946180806,-0.201486514583798,-0.171229227603621 +-5.62077038069468,-0.193311894185212,0.175792962376788,-1.24541948975208,-0.746296848618285,-0.428899592841576,0.368528080424214,-0.858945026798743,-0.336098764492125,0.408548005662589,-0.782117400845805,-1.02456659306299,-0.612776686222659,1.20897764727357,-1.44184560312669,-0.075844797268149,-0.32767754837923,0.420321465520632,-1.4026950441841,1.18995560150698,1.71815573679728 +6.45426733747623,-0.632296235408075,0.171061215669093,0.489715625506579,-0.885885552013661,0.499985884081108,1.55048937906251,1.53425746577918,-1.43879561204964,-0.904849414850905,1.18340403036091,0.0338347997539674,0.843543397361326,0.360477812018933,-0.284467821849377,-0.7938832425656,1.64262106669472,0.612926799525964,0.507211240221956,-0.165410659277472,1.39853925783235 +-0.989992743284455,-0.371683985604695,0.570669542727277,0.00979097633935787,-0.393489815625291,0.813078429314776,2.54036402443881,-0.122241240419171,-1.25459547044206,0.14838215156402,0.000418316446849499,-0.809158235555702,-1.65035669934223,1.78062141886025,-0.373822332865457,-0.2322986659476,2.67355024032046,-0.641227540509721,0.477822531591686,-2.89459822490569,0.16112652455666 +-0.120606132748966,-0.732591874440364,-1.41848291893066,1.54995957081628,-1.05943119539885,-0.850794451923121,1.10785831189446,-0.168118547051962,1.19433543983198,0.249502003931148,1.12988456084551,0.825432688911392,0.223633496912264,0.419296739034302,-1.8080553431485,0.470120055495484,1.23657574304653,-1.01429603161194,-1.6337105825066,0.830268744652371,-0.0498629325051887 +-5.03649669952851,-0.813287876683176,-0.983696664440556,-0.617136588917803,-0.107408046600765,-0.0119865917421508,2.00379474031744,-0.312052224030265,0.0183885235025034,-0.46117715904805,-0.30367340588372,-0.0695093186134027,-1.20889689940867,-0.628053309701474,0.64448128660872,-0.93520271470375,-0.0387086674320447,0.17146504384194,0.093543732161589,0.0897182481041324,-0.951601386953748 +0.863762613346762,0.587752193839511,-1.53060793539692,-1.27211719485171,-0.560153832437286,-0.728272774131186,0.550517520473195,1.58245947996822,2.03551900548922,-1.01741487353868,-0.931428177538895,-0.542154422736899,-0.771556948908814,0.188956549576858,0.00441664017893653,2.58477301465398,0.229008944265536,0.134628634021031,-0.280461194819846,0.380154273618451,-0.668850350251107 +-7.82500701654415,-0.532123435283901,0.0225614878024365,-0.895807534650941,0.844873828739344,-2.5117944907209,-0.260433421706355,-0.177187241851341,-0.718127570333699,0.113513399335615,-0.839575091377449,-0.558853106726733,-0.673391706590825,-0.414411999973149,0.267555323537599,-1.78031023084858,0.388367154173642,-0.088568052405628,-1.69650256399557,1.42832326403713,0.440751765471864 +3.99520419963124,1.47014135588169,0.873923740012884,0.254109534107703,0.187158166137678,0.336399209633439,0.895760996074346,-0.545207162043051,-0.116941085431895,0.047885983542302,0.371082704293921,0.782244769756021,0.951945473408521,-1.20523940348659,1.31794133349974,0.487775812491747,-0.202411970713004,-1.36099801678704,0.478325167890435,0.509512407088595,-0.064261767109002 +3.61614180145502,0.126046063804915,-0.774097472500779,1.41336979916223,0.134475689241949,0.125733152276816,-1.09584097188237,0.699159950110886,0.868766798441436,-1.24006975650058,1.11182788666194,-1.1861169355262,1.43875738942233,0.24072331632958,-0.20115735537189,1.32249046797696,1.91991986937163,-0.0843708725683778,-0.517703536164448,-1.24261219404268,-0.981270908246466 +-2.7079946342154,0.877615253170725,-0.778488126895603,-0.0231210095035443,-0.162881829714191,-1.42984133019714,-1.84207085274991,-1.12667111032608,1.30320784383514,2.57995136979243,-0.894727297207874,0.678147778640156,-0.192864553696323,1.71836983431179,-0.460963790126064,1.0455332061942,-0.19156540833275,-0.293843170012996,-1.53458926908669,-0.541745848427474,-1.27497027978001 +4.82956622898983,-0.477464544690555,0.479365008388368,0.411236964215761,2.02921933785699,-0.103994544588617,0.536511913357392,1.66028642157102,-1.22721561279617,1.47411584592588,1.10507498325111,1.18816526727,0.109337821977429,0.187117898047389,0.312094324814987,0.394862342698519,-1.11682138730004,-1.33498767468416,-0.956518346056265,0.408688546742502,0.065452402878612 +-0.125156764513054,-2.24293116600069,-1.00729403259155,0.648730960448433,0.442576188970989,0.337702959108071,0.0908851665279125,2.21762514456885,0.00749103022387365,-0.08498283772056,1.06500361337433,0.610513202540937,-1.66325496279079,-0.372480393881123,-1.11870740124483,0.3812535456507,1.29996398846952,-1.29038155598537,0.809373731235098,0.769473722198002,-0.375524663950495 +0.809514612420883,0.0156187673475151,0.310222805320547,0.0618625059944791,-0.557887268996593,0.263305332133005,-0.730385506534984,-1.17291729284327,0.187857616177729,1.04834691786868,-0.363753926847343,-1.07454000533825,0.282470988990256,0.732479257900847,-0.642529835825379,-0.253066631579422,1.01698171518756,1.60554177003664,-0.574024552394802,-0.548808421610029,1.01050009611047 +-6.49163687735226,1.13216757964278,0.478767972831005,0.903096553062682,-0.702426572972105,0.878545668994667,-0.737677540305624,-2.10410796764542,-0.212637103127735,0.980340578776128,-0.964076678769151,-0.613950607687299,-1.20512665161068,-0.0548706720166263,-1.81143816143238,-1.47080089222961,0.00877426092042431,-2.02615229433098,2.05617325180788,-1.88402911487562,0.182471219632279 +-2.88478191261587,-0.0754051615052807,-0.144266235227885,-1.65242001267911,0.720620032377303,0.0832762163619075,1.45248320531883,-0.0427293698933555,1.426264702653,-0.496005399314945,1.15571650752652,0.256104689268606,0.562299201962587,0.554022714580835,-1.02939572821754,-1.27731066959177,0.855592649128145,0.290947607786921,-0.497729886421098,-0.605599202263261,-2.11890281974325 +-6.23488893722702,-0.443714905019145,-0.556652113748996,-0.223034309641378,0.338891654061496,-2.06253513301874,0.282322916914517,-0.474434070395004,1.84214293677217,-2.04847410619171,0.0161729637638278,-0.307075172244141,-0.0261723210951468,1.28171858121803,0.873555282208682,-0.726111348306703,-0.908578685700586,-0.509394394813296,-1.89362777404371,-0.266508402378594,0.731034831157461 +2.72487334323746,0.260078388442021,2.2018080545926,-0.219679810019374,-0.118148633084976,1.39647083083465,-0.0171444828361652,-0.499980482361131,-0.0333605789970202,0.28061790601979,-0.393176881851949,-0.708444229231754,1.76106540786859,0.575506599008714,-1.26117002477008,0.976977042796914,0.169575912874699,-0.627236159780939,0.441212397342011,0.638142757002759,-0.595695633545951 +-0.928952746184453,0.0133417778467314,0.304377982438038,0.521695112278409,0.0743403559598428,-1.33548930314631,-0.308941982420999,-0.109430634958063,-0.846342553221114,-1.59283097025855,-1.19229740209842,1.23171219511948,-0.653109480588249,-0.201398461745326,1.5032499295018,0.476076518198305,0.591779702296566,-0.231348110019328,-0.0790575970855575,1.00233827386181,-0.193347488383288 +-3.91427622531115,-0.963884516039117,-0.607639234004388,-0.645393286945789,1.9062972896985,0.968408019320352,-1.58033358570672,0.195822110658136,1.2033910313272,-0.910347930930776,-0.526305811610564,0.515722482848069,0.244247040966443,-1.55827364998039,-0.604294922634415,-1.81944130594353,-0.624047899237579,0.190079759263069,-0.366951661618144,-0.861666088899451,0.31208357954095 +6.6104247287771,1.65730762371294,-0.00380637671405696,1.10198713599574,-2.39087617564696,0.953896309292345,1.60068061960081,-0.177735716316722,1.89340863931789,-0.470767646757307,0.692024170692778,0.913536077512149,1.52330610289082,1.1385551861957,0.621234782019095,-0.0644951130124167,-0.940900968310652,1.04363421007407,-0.28738917618598,-1.44400618631058,-0.585522396380207 +-3.12910999624575,-0.225065920497365,-0.30615598937026,-0.814490716072825,-0.164003608014057,-0.962927051740623,-0.592766598453551,0.556409524497946,0.733238222141656,1.35400292986473,-0.539178241056445,-1.62921506723786,-1.13340570352593,1.37618528333252,0.690225999670659,-0.46632586796992,-1.9436288741804,1.32374405725148,1.36757479639847,-0.36501709932942,-1.04596787329125 +-4.67065443035566,-1.51857493528141,0.0722055239943014,0.560939480632771,2.04847280165178,-3.00919749553618,-0.772962875881829,-0.493397420400327,1.04361645920454,-1.2312222234369,-0.764856736008277,0.385147761592862,1.98556520376738,-1.6986491067679,-0.549413631628298,-1.92036615291906,-0.147287743902375,-0.578202426212982,-0.0453911935724291,1.12984027114814,1.98562507863746 +-1.11282312756408,-1.33558354270051,-0.590134566033376,0.557830306954922,0.585606205408831,-0.60418092974866,1.41278329985201,-1.03250077900042,0.719061223248737,0.0343724222656162,0.543314417045632,0.99168422030248,0.286067632611512,0.368768511413715,-2.53741300419746,-0.323882227601965,0.947136816242008,-0.273030619148679,0.594506233959521,-1.25764280206095,1.45337556015871 +1.92978038579842,0.529528815523295,-1.46725914019393,0.129056735092904,1.51494029180332,-0.725628787494402,1.59782369343796,0.676256716308208,-0.0803766529498332,0.752891235835754,-0.949291231343895,-0.664157157743758,-1.94305417080958,-0.20837938230325,0.30230652620814,1.0800301890951,-1.1036118476898,-0.241608117718302,-0.746610710536151,1.57068527738073,1.06984264368417 +1.26364179652429,1.3932611409182,0.35798628876873,-0.321304397397832,0.472790334628401,0.474993817589674,-0.750444482103745,2.10457292757815,0.224471200873017,0.508599156822849,-0.477803490906634,-1.71608029578768,-0.253694059431885,0.576231587430264,-0.624031108987006,0.927141833588268,-0.175507176659337,0.119778223736221,0.661517224959971,-0.272055101976834,-0.424085804178317 +1.67781653596103,1.12662780770316,1.52597209154593,0.0953967721878255,-1.12261629933658,0.43116460842487,-0.803576205156061,0.610241177042526,-1.101105001562,0.00361063589519658,-1.28755611307842,-0.165307689176872,0.225980070868886,1.09452868997828,0.982480622785936,-0.154190578581013,-0.407244126824765,-0.189815821114124,1.57014905072944,0.649311323446913,-1.55426707845482 +4.65837424700065,-0.0113593445829337,2.54239167197661,1.50067125369445,-1.56094691260046,-0.14707560509799,1.11398183019011,0.234290746001907,1.01470331911945,0.130144335178305,-0.37085049357665,-0.290185210701528,-0.48455018631827,0.137076547601415,0.387561653578119,0.252432070896054,0.111945813940305,1.25800363723013,-2.09330820697463,1.79078333823764,-0.529825410030958 +5.85500269551949,0.940336801971125,1.19622324556356,0.550569777966247,-0.52293122411968,0.537997327904016,0.839336544786906,0.617280838951802,1.01133458359807,0.330394025444149,0.864179624275758,0.526080006727902,-1.258935570922,1.4214447147706,-0.410608611301212,-0.534092594208788,1.34636101994733,0.541266505537159,0.136414398845896,-0.29822364375787,-0.353426193319632 +1.88716069519796,0.787855190484349,-0.0355062109588095,0.475467917841196,-1.05288307781605,0.737146982167695,-0.72517676988345,-0.194785405559193,-0.0345614817909327,-0.630942720635199,0.506759119160431,-0.101183637515524,0.688361478215476,0.0614358587686863,-0.0346203138682,1.06556598646927,-2.03697720416524,0.145095831152964,-0.389120831611704,2.16844986251558,-0.160722744951933 +-5.57834057037681,0.086941938083387,0.808893956128482,0.134376887349576,-0.428226360164492,-0.744679799247337,-1.18295806569023,-1.04647908459423,0.654765164348984,-1.57869074455696,0.566413354870561,8.48126042761506e-05,-0.768539191690132,-2.78021176460361,0.0441826964919501,0.379089963376921,0.400647798216408,0.869268646542091,-1.61084831883311,0.260520480509076,-0.7674914957329 +4.9386423522505,0.0328009706043174,-0.867040157842518,2.33104864582281,0.212714154845628,-0.0557651178550398,-1.37074320037998,-0.0580899702345231,1.30654689456625,0.608060275192555,-0.643564003804575,-1.11791168961468,0.5343141534988,0.934470915632017,0.685262193013121,0.0452561009409775,0.0902540759035345,-1.51810678099277,2.15350016240925,-0.0544132515583855,1.23843369683497 +3.42389238770625,1.55285735482629,0.0157674693452714,-0.568524628941839,0.307944207351294,-0.398467314141641,2.26374559410598,0.172053634310493,0.198132648013017,-1.70252062938032,0.182569955509061,1.10295866487043,0.0949333124091254,-0.187387805530174,-1.18626837518619,-0.475463916289236,-1.40122449629425,-0.123905220164256,1.4303606040324,0.443790343437807,1.07745724419078 +-3.89036775217529,-2.40487804171393,0.334617654817544,0.91621457287989,-0.479053504992465,0.560192794694733,1.45115076337998,-0.100742857047914,-1.35622694074265,0.544005333661015,0.2066294244291,-0.0650979330247366,1.40433863755975,-1.94857171744457,0.911730083516577,-0.350684394830341,-0.24511998220688,0.105959232079511,-1.30147048831571,-0.834841674002131,-1.15933973755508 +-5.30720198539653,0.167329284881351,-1.00277401847153,-0.741338486293875,0.675132160459893,-0.113738891203047,0.138890827457653,-0.549101082713613,-0.0233007068853741,-0.590454775703735,-0.995716517436586,-1.72797111915409,-0.514459776685026,1.39592799056016,-0.0511114367997627,1.3663226670442,1.60589320794507,-0.424085252663352,-1.20911094516708,-1.35727115640517,-0.908694357314588 +-1.86462009071339,-0.403126681401769,-0.395324080148442,-0.619516566883099,0.600475816256542,0.808208624860855,-1.49727461688663,0.338892904666418,-0.878987692870969,0.362834512093772,-0.429204423227621,-2.94039549706422,-0.0720427386773135,0.714540363067,-0.296178497146144,2.27487159788202,-0.343020017659706,0.136283698276211,-0.498686519590581,0.531714807866772,1.38107312451559 +4.13020023537349,-1.74584369594497,0.374493491007001,-0.300161649116642,-0.230832781197026,-0.859419655933174,0.519724101958254,0.0103247614468154,-1.45438343681309,0.765404781540812,0.052155507890622,-0.00437025353404061,0.764643403630002,0.991797343464484,0.171073724947222,-0.0880500593460695,-1.5517404095584,3.72427059137452,1.40350748135671,-0.503480350974755,-0.929832499405068 +3.94455255517986,-0.693843121435514,-0.571248425847278,-1.43602644704862,0.630380964308898,0.605928520882181,0.47453289579272,0.972950062173161,-0.252387092460183,0.23099728558887,1.77578347510225,0.973187898258219,-0.813253857111404,-1.248235040291,-0.0433594188994153,1.1967701366746,0.537028562830417,-0.195244071393426,2.05286664582051,0.738875168814121,-0.776042088117135 +-4.71298862674163,-0.139666180672888,0.745569221824425,-0.912772278304938,-0.897548026862153,-0.644728420062824,0.127001149284453,-1.89156808178458,0.46144076704428,1.62623537648753,-1.0372742256642,0.120541390740799,-1.02021249847519,0.175665797225802,-0.393741003610006,-1.11414117548431,2.11557814907057,-1.13457946820513,0.200997146630269,0.382136146444877,-1.10089287739862 +5.10479733800401,-0.458237969382293,1.24466511307741,0.737674131714533,-0.530102742259319,0.388495330912312,0.1315370651835,0.636888793304709,1.08566305282622,1.32069840418664,-1.66301389153786,0.523447136946597,-0.641238845228669,1.71334858009536,1.53014014733284,-1.44759174399319,-1.43969381572959,-0.43949970093739,1.97237164984575,0.0843104718350215,0.162889013173989 +5.95618137187557,0.983996778132203,0.192466873244098,-0.261132653204823,-0.369435770810684,1.29355743937395,1.40004709886102,1.95046975710613,-1.39212753145136,1.1634295105132,1.45913715264266,-0.921012102941746,-0.36183747819823,-0.127842732192912,0.493291793375535,-0.666781564429198,1.3338501811648,-0.210369896241437,0.674340393039657,0.120879101792307,-0.569654528344973 +-12.9732411395649,0.687225473437696,-0.236328717047808,-0.858278782420405,0.582413553345961,-0.191715445026634,-1.33467501315098,-1.52163577793357,0.0171105962454592,-1.23339358633184,-1.95538365405491,-0.563846966006275,0.864629341143108,0.891147070333286,-1.45375348261503,-1.80175699799731,-0.555643951260137,-2.2290144579609,-1.48178803031307,-1.23247309287686,1.14687470917881 +-1.64749015383551,-1.11060437331526,-1.43862164787946,-1.1731678010835,0.496591251926943,0.0423636427478579,-0.766759464174764,0.819135412579306,-0.346361638948595,-0.0484750341780215,0.697509123016116,0.996434084918292,0.465374313991171,-1.06345180735157,0.971923240214733,0.346742363783897,0.625407224554677,-1.04204575572774,0.111720315084454,1.24107209044065,-0.795283963501322 +-2.13378149868443,0.541586767943068,0.0392728166743043,0.173300140359174,-1.47744887767466,0.38907259415218,-2.34462916180447,0.0769079910253348,2.20959100464312,-0.178672821892901,-1.82582844284979,0.283976265195952,0.708862178964163,0.409452441392521,-0.281746397027362,-0.742646757069091,-0.644930705685444,-0.526750490298942,-1.5865813491915,0.496913081053717,1.36336412734133 +-1.32239577847222,0.780177978442764,-1.70418129210181,-0.444038845196312,0.104523859411147,0.32725990390216,-1.09059091875027,-1.24882673892563,1.22081747908788,1.24049985398647,-0.217632232083066,0.370495590944837,-2.85005724660694,1.23032931298737,0.101743134931306,-0.684106716898657,2.24634727540773,0.162671536595528,0.201534551927536,-1.09461509166505,0.583794665788286 +-1.77422447768815,-1.19218892637239,-1.05194743440352,0.0191480062333343,0.185803392039315,-0.289681201720914,-0.99042698958265,-1.98525818718054,0.46829582365602,1.48388878463605,0.253697473889678,0.309003142389133,0.427575826697501,0.294363672299785,-1.14259798670066,-0.916208462686053,1.83090209795807,0.23865528957144,0.136790501409612,0.15903024763254,0.435808300085633 +-2.50360569837501,-0.247267138108873,0.00632263354923956,-0.735414976700653,0.928262917438445,-0.465852682403469,-1.46147110002122,0.330199579853335,-0.0675812846729777,-0.23782769600533,-0.230189300502184,-0.511098698075112,0.26793783675776,-0.0160749096017574,0.337000515837985,0.480049719395266,-0.173704868180965,-0.501867853582881,-0.3864647533318,0.456100275801239,-0.790847127955546 +-1.31666463174818,1.65407193138734,-0.59813932496434,0.2504807309156,2.4015110759663,-0.438441648778413,-1.73569836621976,-0.212956552091388,-0.477104829438007,0.315891293610473,-3.06121313792382,-0.490635465771376,1.14458473726261,-0.186180866400129,0.0322335064855409,3.14006899507597,0.302903688494309,-1.37987415705171,1.33293340627475,-1.32698733247389,-0.436752539630283 +-2.29775552348338,0.50303989515941,-0.675425738554814,-1.96639912839462,-0.714518302917802,-0.385368174428668,0.612078243212719,-0.167178144715682,-0.647887799710313,-0.27402524532593,-1.00872697625624,0.249128671174656,0.0375632296435355,0.0804149796727915,0.707459463139577,0.58350528705193,0.411525670190492,-1.60774934313058,0.654479784343967,1.26498364512322,0.829860026868642 +0.463058698308524,0.910053367012874,-0.60528122410764,1.68930779404441,0.944078432371206,0.104651846546892,-0.197772617025832,-1.11229341525666,0.813427616117622,-1.14174131197099,0.973302216339654,-1.52594889306149,1.29671438709242,-1.57030699559417,0.105325832160383,-1.09260795593595,0.0579568897429644,-0.537146248521673,-1.11767616296856,0.331438633139361,2.39936070578045 +2.35272832396661,1.75621965936631,0.223427870583996,0.414274225110174,-1.17105075316495,-1.01408709983748,-0.549959779232577,-0.0432593559452156,1.05255772038173,0.824534433251368,-0.332531657488758,1.30736208362399,1.29562796561259,0.914344064206901,-0.144277495813993,-0.102162159767265,-1.79227051392656,-0.244468677020823,0.666619228383629,-1.04720965479836,1.15766405719312 +-4.82728289281606,0.127037057543004,-0.739336412827296,-2.04540216109865,0.802332350179739,0.65615566979705,-0.469138006933756,-0.438053715073208,-1.22938261889562,-0.202359322360203,-1.27962604463843,-0.163456504536401,0.00671629381789033,1.16386949789178,0.373028180164948,1.1212712441404,-0.134119784919591,-1.32905976913797,-0.657182812345712,-0.635481498590179,0.361811797460721 +-0.579432492319196,0.265966968936156,0.642356181254827,0.920814594772539,1.0398036566683,0.394588558744222,0.181384209137219,-0.624094793031671,0.0813750551365386,-0.397338715234037,1.04440757683789,-0.387529715817263,-2.41860178304753,0.468060409298665,-0.202783117683318,0.310604689821711,0.915222517494588,-0.750574995152013,0.0313162544267701,-1.55278030908306,0.0834059150845033 +-5.01847180830966,1.08003827895066,-1.36940098281516,0.0742382359308699,1.93907422617259,-0.364166455515077,-0.539233286036997,0.100621916609074,-0.609863696174426,-1.75856212788827,-3.27730166548919,-0.32437842198162,-0.716192136242314,0.638500761811285,-0.681532785628544,0.0405522762569752,-1.85238673163739,0.546544561078906,0.296130188981148,0.783302841862597,-0.0363208975153706 +2.69843276385078,0.00936885081226534,0.657518496184172,-1.23781563988346,0.478843310349686,-0.903750802959111,-0.249524704316976,1.34656834728361,-0.895156050303062,1.08460134643359,0.331715365482017,-0.26336200633979,0.900077023347619,-0.891836624742111,-1.03977436658331,0.26943644087115,0.423993103393359,0.864916868488414,-0.709011489401882,1.80911219926971,0.85922480540805 +0.953492299765371,0.384220243825296,-0.0839885334882809,0.0959353743916695,1.89638373536315,0.865784524784558,0.17410190196511,-0.218995996061634,0.0956190677862086,0.479360048061284,-0.0684580397514411,-1.02121331382821,0.0751103564720765,1.25107707939031,-0.720860220526798,-0.062806546350849,-0.496415901667697,0.190427377718222,-1.23315909477927,-0.255521213390083,-1.16553229936244 +-9.05656756937908,-0.532972848261885,-1.26721471545022,0.833110487126801,0.617630113829644,0.504202664551583,-2.9438816842596,-1.0547951823894,-0.579922992545295,-0.661458400970463,-1.24769043413248,-0.693558957619848,-0.155191972107382,-0.570047897556657,-0.26757687959896,1.06241506153824,0.232403086866077,0.0295571441087165,-2.24467818103309,-1.27730302812431,-0.124242007373869 +-5.18708134839653,-0.822547689463243,-1.01715840208088,-0.362807534316532,0.861292049797128,1.31417684356345,-1.21246172830065,-0.19910341855118,0.195598471689242,-1.24133877058991,0.16503878635351,0.741649857654549,2.76985070967819,-1.00635857489803,0.257768140803237,-0.803640334856385,-0.488492255909429,-1.9428278072444,-1.33202261615686,0.202211999661232,-0.795581521558948 +14.9697824626971,-0.046654962586115,1.32020740019834,0.95302074489341,-0.415728818121798,0.672974766186023,1.15724527222334,3.38761192896989,0.33677943016501,0.359069071979586,0.316803295853632,0.184131193528581,0.407712690970174,0.999528927873346,1.6107369271195,0.984879514777845,2.34504557405011,-0.44914835651624,0.448349317384554,1.57585165447363,0.183497645090205 +1.67226109844608,-0.562809635705197,-0.729907578835921,0.376076837631999,0.4683794718814,0.0235439270465536,-0.133247941470745,-0.0334497837914474,0.266867307045134,-0.0110541251439107,-0.480896768943143,1.51670122231665,-1.17575103854088,1.05323920236983,0.215909897646865,-0.43784605782079,-0.344112049441759,-1.03114238309019,0.901552597593963,0.256942659791923,0.138998101023341 +-2.07138237745343,0.786890999066481,-1.99572129175883,0.394831180618311,-0.544189354684031,1.06894673270697,-0.586598382287795,-1.81998260089377,-2.01979245287193,0.338060893833332,0.39533456899149,-0.552676266716224,1.34960509760375,1.5116908888865,0.98984930655601,-0.163396434448657,0.538214154091335,0.175849360082784,-1.01929355574094,-0.267450093574846,0.171814131284876 +-5.29408420756992,-0.647566743813496,-1.17735133976722,-1.61652304196488,2.37107235995831,1.27128988945611,-1.13957721607528,-0.492724118571653,1.54615345921642,0.236112175311092,-0.322142505062561,-1.25000871252454,1.59385157344452,-0.461279349689297,-1.84789298096401,2.30485069217864,-1.37246396129752,-1.3594731691007,0.468015393999693,-0.655675046223894,-1.24784265326381 +-9.31607955192206,-0.780032486098414,1.44880027703766,-0.087629611136623,-0.420708139780669,-1.39018579179798,-0.173742615348186,-1.10946329592935,-1.47786568003304,-0.113927702279611,-0.473625348832723,-1.95332092488396,0.47618732760684,-1.67287541322766,-1.2014094484866,-0.0310985076697511,0.479694406156024,0.577544816813567,-0.21955938810477,-0.914329208393307,0.323149246940761 +-4.81932441561973,-0.901525194198359,-0.273588835495901,0.108653550329355,1.11454700635567,-0.91913002958783,-1.036995337372,1.26257707025226,-2.75709424755758,0.786257782837003,0.649481929486863,-1.61481665937808,-1.20660674488197,-0.722226826109014,0.23373539428682,-0.631115045248811,0.829564494435055,-0.0979303854999091,0.199138357073018,0.837486409237193,-0.361095472498645 +8.14079767873454,1.128544364619,-0.0499292399361905,-1.83523335953949,0.408580100033978,1.03592594856064,0.242150601629485,0.141947311593836,0.34592001318698,-0.861906273379884,0.582726122161452,2.52837022966631,2.24874744735903,0.294170274824998,1.00114023653182,1.2161445399925,2.54063411679389,-0.235262330716241,-0.524227130837525,0.1528221463317,-1.09924577996302 +-4.7400677748492,-0.38382680029112,-0.125655525847414,-0.7241656324528,-1.84360084129241,-0.670875745912394,-0.327272244635635,0.409956031403499,-0.3164728244073,0.42077227350552,-1.37341970010509,0.330351105434459,-0.750057991772825,-0.391845215711054,-0.890923608610301,-0.0773130674248031,-0.339283878047967,-0.919980673580717,0.299616072146356,1.39306301601534,-0.247450929633777 +-1.16627951722553,-0.593280585043915,-0.219396226942454,-1.65094656297632,1.93358630651929,-1.1064632460003,-0.3665521953233,1.13564845295871,-2.17172586459945,0.801802676866832,-1.26302076442439,1.0009633035317,-0.988724565977868,-0.867322773225615,-2.01190776038588,2.40812435620682,0.141167121846365,-0.20394000955672,0.436047671250555,0.115995409476703,0.955813351681994 +0.313894236473504,-0.125025897084015,-0.201778791236132,0.734227793040583,0.597194266427311,-0.0970677573599593,0.44948447837572,-1.22319206584516,-0.0904311262905451,0.448054236906088,-1.07935825870434,1.29832807165975,0.331195612510149,0.605718393733466,0.93128373367537,-2.02232287527898,0.145798338930573,-1.04024925368529,-0.50308647531132,0.528947566688336,-0.322044695042343 +-1.91198563710293,-0.482692273091015,0.372458414747304,0.391309858897881,-2.74739848152704,-0.489667274859444,-0.428862506734953,-0.604290593328105,-0.678042856186909,-0.669042092356468,1.09201182611274,0.794078621295534,0.300204347602692,0.0330371794207534,1.49912072587746,1.07948834790675,-0.390900448661879,0.192920963657746,0.585760721638447,-0.320490402172087,-1.5900055683021 +2.5544153898548,1.67104539999695,-0.307581802389821,1.24011576856094,0.720007434868012,0.924397170947813,1.61360094202139,-0.35502318262755,1.26150808162918,0.968872259661659,-1.26055267750072,-1.51774510957361,-0.346369345813908,-0.715642703894975,-1.2697576539639,0.140531677597916,0.220004649136057,-0.226088883896311,0.632650136848307,-0.181564317131897,0.626276268549408 +6.3971546374967,0.685997297370749,-0.240138209351141,-1.21850447083573,1.40459853698073,0.530142973545501,-1.30327148270415,1.86833241933589,1.5113218646319,-0.837594535851806,1.57514108477601,1.88218953658844,-0.362777105414136,0.728880658691217,0.84186200011284,-0.838494402332013,2.26181443107979,-0.27922524329499,-0.427766101302744,0.504544561176088,-0.456012423604475 +0.452069758375107,-0.727653610732973,-0.161822366861406,1.43521463692756,0.421804982777634,0.293160817673302,0.67425385763869,0.826312009915636,2.280128199484,-0.0335978288596961,-0.434373757113474,0.416220618989112,-0.289243804734778,-0.557012626663663,1.62917612683676,-1.0962957326515,-1.84550412655371,-0.903183755914214,-0.175149485189798,-0.217681135916132,-0.741644369429834 +-3.89176261994463,0.302091046239594,-1.05188718163976,1.26551989983491,-1.42266100975284,0.077852620975283,-2.06215882134898,0.365537857938815,-1.08335077077115,1.16964959902467,-0.548540196601165,-0.76431033277499,2.18384878202556,0.563700579995207,-0.41003740753298,-0.611466875609293,-0.382522849035209,0.28961569143071,-0.125316909968913,0.492746068292052,-1.07758188816068 +0.977472941393884,0.257656207099338,0.192519688911427,1.31963505732519,-1.25471193543209,1.05664566231748,-2.30768939725178,0.301853168894508,-1.4264382371992,0.641187339159857,1.21748920990483,-0.865511629672969,0.416222914527477,-0.652760734325948,-0.020846576890972,0.98229043200449,0.706555894280105,-0.497918507080003,0.715362231407898,0.0352556253386125,0.973080331617661 +-0.336333331808492,1.12497562439205,1.02085540997614,-0.972236824420931,-0.204354870841712,0.347002635304618,0.376985753379353,0.600147105256703,-0.779579121801796,1.45969856897267,-0.0272022609830757,0.359446602468014,0.077564772146887,-1.53076676227454,1.19805655394411,-0.290920016379908,-1.22028443158382,0.88054073495682,-0.0509916442134803,-1.50898693470779,-0.276120963801913 +-6.81885850454525,-0.310106452790176,-1.40660615888031,0.415278790848165,-0.09151608280706,-0.534156101674859,-0.90011675548473,-0.319724477675866,-0.332497674014073,1.36653054782709,-0.950071578508834,-0.741369613421323,0.270781644067012,-0.181299974837515,0.521080819011828,-1.16395130777282,-0.108972834930774,-0.938061464950574,-0.320220133350429,-0.307147601648964,-1.64497094060571 +3.81289466382082,0.824591886022512,-0.628801646240404,0.953515508704764,-0.408295488716764,-0.868722214498719,-0.222513092892138,-0.473035279712085,-0.303622323330472,0.539614954964866,-0.751151791640176,-1.30223625613284,1.13761927388123,0.358832702821711,-0.527156479207743,0.0219486599124953,2.17532626100224,0.281176300261985,0.275320647489821,1.69668672754614,0.804302041453503 +2.91236156112232,1.17489290477857,0.137541214462084,-0.253375827226178,-0.707300163220689,-1.05302152022095,1.56846749664512,1.04945113216006,0.892566152407206,0.103457319223215,-0.359983433139228,0.745130348978227,-0.365881827099228,0.425927846836107,0.543374138807177,-1.5147566424398,0.23496045713171,0.665273329877626,-0.514740834820398,0.325147984958875,0.278026969793648 +-4.53203927357252,1.97628793924985,0.914688698963832,-1.86884820951669,0.743260963435939,0.183571445099244,-1.48807062526993,0.540494074406452,-2.30440283841968,-0.907059037192076,-0.864428232386371,-0.837027570962049,-0.895420430325416,0.907722896789342,0.251776113387287,-0.987226794270602,1.06741881964197,-1.2318427803242,0.8629320733884,-1.07119725992125,0.93864866688505 +-1.91232909365561,-0.0361017966856595,-0.870394547834424,-0.0111580837735708,0.296286597905365,2.11524117627904,1.17538216913325,0.562314581486388,-0.822609397239503,-0.356757802047458,1.61247146261998,-1.34304010667004,-2.50637133279923,0.107480853090778,-0.307676499548394,-1.06463392850056,-0.329841363341693,1.74750895329174,-1.8158905447696,-0.683481785262982,0.604915598356744 +3.08721405467164,0.0711682667395394,-1.54317878587577,-1.02824670697665,0.148082850547255,-0.882457174833828,0.162563864676843,1.00219343482872,-0.233769702258879,-0.181161773291962,0.0529838439901159,1.54523868031964,-0.0597331390533817,1.91984524730785,-1.2444228767127,0.863384358764517,-1.02373725311826,1.13281085353468,-1.41062759199266,3.06612943652273,1.30161983422249 +7.64504242470347,1.23354622243588,0.0472823248201503,-1.04258083688177,-0.850753455330983,0.649121887051571,0.655982507577546,2.53041811089111,-1.00503030600864,0.909668041678097,0.426506416428479,1.33006442558883,0.254158453502912,1.23015353447586,1.72594225508727,1.50843206017155,-1.36942072710554,0.730499680234238,-1.61847790728886,-0.0750606936825687,0.763029280228575 +4.08842380924578,0.285783361145784,-0.430694726593407,-0.538560409920206,0.938211385741002,2.96289971625755,-1.22726656769249,0.77288097507901,-1.78119791671916,-1.3783878776064,1.51700007339014,0.492144890815635,0.210766330941016,0.665537905062404,2.32886779490954,0.482596727151443,1.19664243592129,-0.245705780900866,0.817050166873188,-0.73388947988246,-1.16945175141337 +3.32325577117923,0.215801603761212,-0.886484343945569,1.96577748109592,-0.733673375369044,0.108392335081056,-0.447378786509111,1.01570088176951,1.27059549180223,0.170647751018784,-1.74601268375026,-0.0985638570537427,0.691669180645801,0.365102401561176,-0.00409222396662971,-0.411018375514903,-0.304577479353288,-1.11040203790397,0.0105099516865408,0.8641956974474,1.34887563214364 +-0.239102833299982,1.37532043319316,2.05582006069824,0.927675697597509,0.0995961219702538,-0.367542060039668,-0.17369139037379,0.877422183912737,-1.55415196934815,-0.60290013955984,-1.15627405392276,-0.225534750098058,0.0390585110285474,1.28793109233857,-0.167091232728708,1.49545376514834,-0.37950657570743,0.0127480363534797,-1.47341197605295,-2.92050609265246,0.960178203109283 +4.22016996313343,0.886581086697166,0.0257451796148485,0.969102087410273,-1.16001900007782,1.69067279833458,0.466325646630611,-0.65915648499857,0.578833071450676,-0.627955209156441,0.266683372151935,-0.614141631292224,-0.387349296741464,-0.572942215645048,1.08708003362024,-0.200344399839986,0.00863823639717884,2.24985505178441,-0.18097373132848,-1.07253532357257,1.09535102110767 +8.88832665687846,0.0175147907584673,1.57756921881091,2.21208880991821,-0.543458906616088,-0.509931979411669,1.02774565548876,0.22164123108332,-0.249524257379527,-0.951005897543551,0.675173624757287,0.0183396728355814,0.95525142192933,-1.31120988966821,1.32114162213214,0.638622563192525,-0.459340645694913,1.10753064153009,0.297371886903077,-0.456418522306889,0.864902948391055 +-9.83828783273963,-1.63385924072581,0.929323685055993,1.1359369490036,0.386634575920992,-2.30090214605724,0.44012977502038,-0.777083041383507,-1.68616710602948,-0.621092960814958,0.883972710721586,-2.39231631937137,0.650811917013443,-1.30826383165655,-0.490253522056085,-0.253380371349104,-0.98173499060972,-0.310923574677046,-0.274709170048356,0.424211607037442,-1.22570173862365 +3.67265666908842,-0.100371462076069,-0.0880226998740644,-1.03873985174319,0.551045046261968,1.02332199075313,1.35062876307205,1.10978721354309,-1.39447399812109,-1.22270943833763,-0.439245326658848,0.921422105542364,1.84736485100532,-1.66343302922615,1.02436440304994,0.816760481662852,0.363497704111772,0.712674099574357,0.423144219263833,-0.31648942313635,-0.455956227827701 +-5.03327930265071,1.129640049496,-0.65363002688015,1.03300536101319,-0.150569938535898,0.616059612654117,0.150783087430948,-0.205886791369511,-0.479781362121387,-1.39457759662576,-1.72877231460086,-1.40846744724491,0.357844912966489,-0.814298215579281,-1.15347972007996,-0.450374002918652,-0.438734653290405,-1.3329306361105,1.43622718714494,-0.859622146947198,1.58199446623063 +-1.32852129260759,-0.511183590208103,-1.35124310285287,0.3046636323588,-0.216614907031302,-0.4944847878812,-0.846879913068902,0.329553541660815,0.759794237211302,-0.444632791492861,-0.520825236616206,0.554192516039133,1.30515982728544,-0.484554001464628,0.264494173916201,-0.832669277686178,1.80458163708602,0.301303130937074,-0.435388022568582,-1.0093896113822,-0.745200202137395 +-8.60434242965439,-2.30805491934118,0.294644594558928,-2.08189167460053,0.11732064938358,0.330720704199201,2.03419233818213,-1.7042123739778,0.56067738986316,-1.84803660653214,-0.164998374661557,-1.2189777306545,-1.21054828776971,-0.250993978838322,-0.639713213357709,-0.531980399463191,-0.290148003761533,1.2319639916332,0.245673729510017,-0.99151198589724,0.0732185372419771 +-2.88304273030285,0.274707476597814,0.880788392266989,0.583687442147779,0.372597115183248,0.154847955284676,-0.207317686616975,-1.32849328830044,-1.1763429158097,-0.581999362735452,1.25338875100005,0.193452631575447,-0.832330029333965,-0.642794722820974,-0.110782247710852,0.765346847828533,-0.368791188403116,-0.552316907662698,0.141045118265726,-0.403512290079908,-0.771505916187033 +5.77501043028959,-0.622174860841636,2.06390829299601,0.348285917225096,1.87743401154087,-0.158365396760798,0.246496868279421,0.145075727245575,-0.176610977782584,0.503752088252206,-0.729263859295744,0.359465614526897,1.66811495339667,0.941733099370689,1.10947959448112,-0.956543448007918,-1.90935927808659,1.5123343180723,-0.0311574676284059,1.03511447436935,-1.62972001505426 +-3.76182699383962,-0.111508825976222,2.42874124170979,1.53357657919289,-0.671139988955107,-0.165207430152091,-2.19883171011964,0.957285144283489,-0.465248701616684,-0.201908501647838,-0.376462469676225,0.452282031219889,-1.73496227368403,-1.14131468019944,-1.61957138541236,-0.125629728429608,0.176497174301138,1.05970257060784,-0.6423749763921,-0.554593845126517,-0.248625898913686 +3.79764591953099,-0.114104627694276,1.60218058894372,0.767034035064245,0.00654803062162703,1.56137590255179,-0.612733601238083,1.13106564511895,0.330544350985358,0.00407828993009589,-1.57708065466091,1.24343028606196,-0.23578600729101,1.1703352784596,0.0157605762971361,-0.502150684378937,-0.387063195864013,0.342708605655103,-1.80548642145122,0.0634491031812409,0.757672219269534 +-7.18468954812199,-1.18533025202735,-1.44362823466814,-0.510427344501181,0.706912041388267,-1.56252617141165,0.08862991628807,-0.668150484290165,0.8806458832879,-1.1926865794327,-0.217515481688366,0.0957908980937402,0.279446186320634,-2.18349376157858,-1.01934295084257,-1.11885582068492,1.72547563136627,-1.23693938331771,-0.157605035845853,1.51828073368045,1.69536658835042 +3.00095866684812,-0.175584394647378,-0.402005673853162,0.770661228833557,0.826225992890702,0.218423758909664,-0.0639905854018617,0.487508647392718,0.741131749665119,-0.750388686312733,2.11261736281778,-0.0478030607069881,0.658168918831964,-0.424683403199189,-0.343156683861557,-3.03845454012825,-0.511187788252496,0.677046659595702,-1.05894618090874,-0.532642009666962,2.91355609522805 +0.103732526264422,-0.521263765961333,-0.270990557375878,-1.28320930969519,-0.200274102389258,-1.42297123106088,0.326512219286916,-1.07720199550186,0.538096404939672,2.3714151189008,-0.590399411709582,0.788990267784873,-0.183190082832616,-1.18964349708475,0.621793786246195,-0.132697028634635,-0.185413540144278,2.00401131106066,1.88768596917385,-0.0905573251213993,-0.701888989449432 +1.59948128096117,-0.221095148584033,2.95537158938677,0.388264476543367,-1.55438138870852,1.25300495962736,-0.903758000537958,-0.28409111665446,-0.0571440833539148,-1.14136517296635,1.11225322790906,-0.604807277564411,1.87388759325722,-0.857659598132756,-0.990922205920204,0.197430956504734,-0.607172335684275,0.508657159092684,0.393345759264788,1.48217840352804,-0.478896497510068 +-7.06536045457823,-0.552877870816104,-0.681823796972934,-0.357571999124049,0.558139212155759,-0.695325922981705,-0.790889272616661,-0.819949866038713,-1.5326713505431,-0.249571201224795,0.467644768683036,-0.054103536541726,0.889347131285787,-1.08220084979389,0.426438612360059,-1.08433996188268,1.10258625381701,-0.178545221813449,0.231993150368437,-0.828304018546725,-0.962220357929462 +-2.11269871016089,-0.438510047495829,-0.105765238777801,-0.629153962930209,-0.12960182769789,1.49824999986854,1.39195733575612,0.546427577559875,-0.349520390999761,-1.12274699708476,-0.488122746366929,-0.325602757185436,0.533140945559245,1.30165488576207,0.634979271337735,-0.155221487837708,0.480330138943991,-0.775776976458977,0.137249228057715,-1.83570728336856,-0.491677010183154 +0.933719367489658,-0.567620519784156,-1.35745218016859,1.37599893083246,-0.324945126011492,-1.94170448174679,-0.217026447646733,0.715106443024161,-0.408580580752478,0.659604879037117,-0.431216296659665,0.599910849133693,2.19825622923755,0.528417210042711,-1.49767838844672,-0.295317947963781,0.628458378338919,0.660047654600201,1.21278401980232,-0.560895542382599,-0.0759892604836881 +-6.29482613871148,1.81772287362487,0.130533400010951,-0.617584535500851,0.0614038389399032,-0.9342225341236,-0.173391974697562,-0.0555925513362751,0.544250886651903,-0.345120101501216,-1.45838756169972,0.10576392759737,-0.180647255921601,-1.45227767978789,-0.665176539491919,-1.93947476674213,0.102335204602911,0.566730529326634,-0.648210100787798,-0.305881365402384,0.297021406962799 +11.0987533592032,0.597776627126555,1.41270310894818,0.389528836917595,1.57022799598565,0.895713618704745,1.04951374424715,2.14321807663424,0.691434126841414,-0.1114268965129,0.772156036266487,-0.0522032761523217,0.818208665587237,0.115540019447777,0.374586768722342,-1.08493212900904,0.0978880090771701,-1.06603525701324,-0.539059416516606,0.358807467745427,0.350304939894602 +8.46485377653524,0.303722907810786,-0.804696384948758,1.62261097313358,0.58434731296322,-1.04030679382105,0.785489867399253,0.153670075789285,2.16210254660704,-0.474074420849801,0.0155454806639157,2.74204265502753,-0.589493592519299,-0.183571220475915,0.48949430945066,1.33890710995632,0.149649759425709,1.61034968716865,0.161248178753743,-1.98888322772019,1.8108320576375 +4.75860019474783,1.71795977635021,-0.354039919771079,0.362385960231556,0.933707876031787,0.655114418530138,-0.164088131164802,-0.290718834446471,0.256376810554027,-1.13103894496286,0.259390174026794,0.5723468521897,1.66998808284663,0.071671057045047,-1.40883900919424,0.344811977085807,1.33140580813937,-1.53277304804592,1.76158631082202,0.15296404674612,-0.306856848432693 +2.85051055271963,-0.892666422511259,-0.724863740677366,0.984442417561296,-1.36199106611898,-1.27275182417316,1.14639248195453,1.57124838012789,0.378056831637333,-1.41292931322621,-0.91452839512062,0.00879956812007736,-0.103302669438048,-1.17856837753081,-0.775683141828067,1.68300194657083,1.41820645910858,0.562825556013028,-0.0904361598705592,0.16578241074295,0.974302457991408 +1.4737426453868,0.573534752706902,0.797958575581486,2.03894390603663,0.0999679038274665,-0.0704574176713095,2.22711678632941,0.145793217953501,-0.731288387891852,-0.0315327579500546,1.38520193125525,-1.40538950406828,0.232761474689598,-0.882818581167461,-0.98577234799016,0.305207192625886,-1.08257552637339,-0.649728621832681,-1.44802267182557,0.431798323062872,-0.699705145497269 +-0.513479928059734,-1.01235635498952,0.0615900211535358,-1.12101678515073,-0.448444430972655,-0.339701382917587,-0.201705052803697,-0.541271858995817,0.55304762924731,-0.839710073510074,0.907602908470704,-2.11549665952308,0.526344388967324,-0.858277094538814,0.829807784301605,0.246271107536645,0.847246620706181,0.380121648100797,0.435173581834053,2.72225711922967,0.328599107261722 +-4.85439274260921,-0.482025397621928,0.42001558561372,0.0373548132060826,0.789668561493736,1.4846452174918,-0.409209200558596,0.572489979495582,-0.566676558039844,-0.584591879608859,-1.46823336585014,-1.62974428966461,0.783772581053186,0.611416993439983,0.933063212718737,-1.1363361207322,-2.10789386932085,-0.906365931134388,0.230168300746231,-0.203189172315227,-0.425863351451113 +-1.23334521302202,0.511405751148038,1.93953978152715,1.33252041909942,0.143467532198551,0.00356437238082656,-0.862602139399917,-0.275998198517629,-0.832500644223298,0.280466780732989,0.523674835721988,-0.31280697418715,0.464268575496119,0.0484244621666214,-0.114188622485007,-1.41283065270946,-2.61706192785566,0.144009456436495,0.920237219386322,-1.46819429160098,-0.914895007704626 +-0.37824194806421,-0.559887034549306,0.257485732374998,0.588740201671689,0.910571344280744,0.565051573486917,-0.313076702804873,1.58835126633838,-0.123149160859817,1.19290639023757,0.266242619853138,-0.944459265320292,0.0189771668924541,0.755029565301197,0.942230016511238,1.03072181330025,-0.140476210903559,-1.14263825595117,-1.90646826153904,-1.02753064053593,-1.61184877449583 +-4.62003586016478,-0.482643607073649,0.263385320203188,-1.23077429368584,0.51103891033986,-0.490591945016357,1.92876594095359,1.00179914733654,-0.718672990534165,-1.56739322426783,-0.838048910953161,-0.210711977894048,-0.294840672972061,-1.84368855108645,0.366380498862469,0.486239245609203,0.0987059953133851,-0.253935542951528,0.333513729061834,-0.145310879664185,-1.23786046212719 +-0.444586621415478,1.47292606102964,2.09082598292625,-0.193114861611438,-0.7290891542025,-0.851697185839015,-1.23019479497038,-2.42310887504066,-0.99610962527178,0.0746202807300218,-0.151203347844503,1.06214395779075,0.239064488956053,-0.317021638095703,0.549535189522946,-0.421245358091963,0.500323592933961,1.09694039317326,0.580531264546959,-0.579458792783323,-0.445969476403861 +-3.00290272228191,1.59422246064106,-0.447192182418471,0.954610978634627,0.126940376148699,1.0065113563661,-0.577431292369641,-1.03604034025661,-0.366030225480981,-1.35137004147295,-0.0354116710144681,-0.516624083415309,0.547597304696916,-0.0202372150432866,1.33693929925015,-1.26845070848028,0.275282521075833,0.332113966875116,-1.98701123483844,0.00376653596985265,-0.999158035426927 +3.36606398133754,-0.730869789022716,-0.104381631175212,1.20887043939621,1.32442322682116,-0.987648159948162,0.286539789851566,-1.31736754554967,1.19785729879124,-0.611221977674316,-0.412590854697498,1.47184466939711,0.997645913851473,-1.39707082426454,0.923152127609844,1.41912423886287,0.989812826850337,-0.359677046790577,-0.470869943583495,0.439650294135978,0.691468683357027 +-0.182169264965029,-0.0382892238599665,-0.444827986065763,0.461399218394762,-0.215239821981796,0.758730361877107,0.390017434449369,-0.713818708948763,-0.72049958242727,0.0827038483417282,0.511135675873641,-0.73914676744422,0.0343009234545543,0.428325145165465,0.375394122035541,1.07897292667513,-1.47032669197598,-0.793483545996602,2.12914601124863,-1.55410506265548,-0.151723739912871 +1.73906900357517,0.99176235732828,0.43364637478369,1.87010967838325,-0.706235622341905,0.549808869057072,-0.0115327366170197,-1.26175033354881,1.5151758397778,1.73576673981923,-0.884435870234879,-2.49982250880544,-0.209557815876508,0.0220230927288682,-0.0742223148406355,0.126512666248114,1.62490358898628,-0.845483132236957,-1.22440117853238,0.0723344628433768,0.258383184006689 +0.539357358178163,-1.86628306073355,-0.508028536712192,-1.25115361403004,0.551018336568278,-0.049438190321144,0.502867153189519,0.0116247728959227,0.192376429789574,0.326799032763727,-0.266099927847342,-0.973695785335335,0.556971220788536,0.160417800149479,-0.939291997479142,-1.15729567581016,0.894600089412687,2.58269120103535,-0.660874234062857,-0.455859465382012,1.62020167111087 +1.25179437995173,-0.437333147103703,0.725067448736313,0.261380383922309,-0.746438970669554,-0.904054396283735,0.851296246684641,-0.325959882748434,1.66347621007422,0.430179156889836,0.667618275546318,-0.440055538241271,-1.34715895113493,-0.12765480115132,-0.988142808789131,0.315166071654335,1.37887423758876,0.308419917522072,0.464155906658184,0.520466277514142,-1.06144899774674 +-8.74598873518982,0.936080482562332,0.447678710060596,-0.648756561697482,0.290655902032985,-0.446040533020697,-1.35916385102396,-0.702563647585874,-0.23170833537804,0.18399656410207,-0.935090454891299,-1.16044774915797,1.21976360526086,-1.47346256318659,-0.54866318221641,0.230395508470278,0.0781330642342617,-1.88478548076858,0.694238966116995,-1.67996299138285,-1.07633370362497 +-2.74616430310814,0.383184177276283,-1.32528270902543,-1.84695790252245,-2.37429227628822,0.567861277925736,0.224820892521647,0.0281294012089269,0.187698699231201,-0.82782871066484,0.517276577060189,-0.652397355225691,0.114229079525489,1.12174601274718,1.55575032438608,-2.28322886935455,1.24655819511371,-1.13655694798972,-0.566344079290154,-0.122048750882324,1.91336104883579 +-6.86565609055036,-0.301734678682412,-0.919315534683244,-1.17533239750012,1.20583199959397,-0.707450101529227,-1.27130788677892,0.180111635862723,-1.44510846063029,-0.0730742589938255,-1.37200786558402,-0.946672444662757,-0.63711171502143,-1.08432837457872,-0.0606195823431837,1.1424332161511,0.198562453502271,0.439552911995544,-0.183702829397883,0.1813437100292,-0.955457188915519 +-3.30415471292283,-1.00425338006401,-0.721765336254459,-0.411517975235482,0.145289420098542,0.24201202040517,2.69699006829397,-0.857701705436099,-2.00120170996741,-0.572423922742139,0.823366471636256,-0.655459229102864,0.703248435188029,-2.11858127898868,-0.0161128189910427,0.438615607130916,1.79129638662497,-1.7472005836373,0.0746383566579866,1.05393672682937,-1.02272247620303 +1.09743653400038,0.809796443106891,-0.870939866834626,0.190584181176825,-0.503982927106492,-0.303208181026362,-1.19445255082045,-0.687842172415332,-1.67244434651217,-0.151826163102622,-0.495846054365496,1.69395739428857,-1.06472276115749,0.309248012550969,0.834346403445814,-0.480111924446176,-0.833987157579265,2.53071958221506,0.94258734918198,1.82368259893444,-0.160941422989943 +6.62860302719541,1.45965683471903,-0.107920969295507,1.13721430600609,0.306392531786999,0.442021326397864,-0.910732596894995,-0.957348513373278,-0.852527643967268,0.811587183962968,0.372075134300826,1.21541353198132,-1.31717037037335,-0.822194730854101,0.837185642730786,-0.321392244605826,1.44574039120534,0.188303195094629,1.96562287969633,-0.596065918429423,0.406006552877392 +-8.54313302785305,-2.19122580131585,1.66978317880808,-1.11015624584113,0.417352616563974,-0.206692895949245,-1.81277902236308,0.382870412948525,1.59447428229333,-0.464663121120033,0.489007690728397,-0.576753895127738,-1.31663979868099,-1.06305478838688,0.236899133214505,0.71943143111198,-0.715695202519566,0.211626504456347,-0.914978108768605,-2.34546434914153,-0.0707956044552564 +-4.34269169179877,-0.405339182535091,-0.906785139148436,-1.02900126244458,0.227799192346819,-1.37724965425114,-0.0618641943779104,0.518920959283851,1.39267922054365,-0.66073780164891,-0.634913702952847,-2.29919874002047,-1.01870223353479,-0.475020326431723,0.63892608788873,-1.08197088007241,0.416900022900772,1.6679075669426,0.127176400761503,0.277645508344023,0.498243538015164 +6.34795587983059,1.94067151189577,-0.860089744532072,0.149280189848977,1.12177924137399,-0.00826860753773444,1.8656624109139,0.884648682327372,-1.28017667594112,0.434192519765031,-0.621180222612608,-0.618732290368044,-0.818590772274074,0.549432845066886,0.546762182402823,-0.374228410771871,1.06195158140623,0.591031912254966,0.186098476253293,1.1368734695647,1.05512918701957 +1.6851569346559,0.484965261176799,1.52931009450024,-0.290294865261516,-0.969200187553629,0.51460489161841,-0.431017861123821,-1.37120443377452,-0.821452812700394,-0.761115197081164,0.513381580432563,0.368687479550846,1.10800095136665,-1.06786920181623,1.44081521635975,0.757166470993169,-1.1189902229412,1.10336028322492,-0.750552095491585,0.202180766650119,-1.05380316162078 +4.73373576481208,-0.202097263385456,-0.32912950387688,1.08751427431623,0.270960095503909,-0.281120648502122,-0.396199148493535,-0.111713226136727,0.941033236129049,0.752210064545576,0.788563620688864,0.948728648601986,0.518463849237231,-0.162892311854724,2.23559056329545,-0.795674105688313,-0.734840855098725,-0.20729598627292,0.96361345336857,-1.5919993151743,0.381577481869662 +-5.60860609876038,-1.16962858408659,-0.655364328884058,1.01615839584517,-2.09994251009685,0.425475393318395,0.0648756560548056,-2.01291633698025,-0.169946915134914,-0.150055169394704,0.718516215187952,-2.21348861493831,-1.11651182434676,-0.516848826807405,-1.98540007783886,0.400797019911606,-0.017314974002724,1.05616436920836,0.763472041464073,0.504890216979165,2.56475720977521 +1.15348349282741,-0.36984609500006,-1.20120611629161,0.881275205657436,-0.419391171508504,-0.106262459296381,0.951366948368351,0.79259293934931,0.13274956387576,0.192038324869922,0.401069711811931,-0.531998397678609,-0.615989657389442,-1.26725513283257,0.808416447527553,0.823748358591068,-0.252446090037788,-0.0287508081307915,-0.644386559414527,0.816536281803718,0.0123064450674728 +5.51903617923831,0.7597938360206,-0.426817054798701,0.522617758431991,2.22546128306024,1.5691516864821,1.08008568823867,-0.238514734558343,2.61963189418622,2.31387603498858,-0.952565445727418,-2.67220542592937,1.05601585241216,0.843896232792382,-0.777325569208043,-1.40883583323043,-1.84131344588386,0.911433643250001,0.322117674714363,-0.208769322416215,0.46451606080483 +4.2365871221292,0.197789090006425,-0.222262119664345,-1.17867959283711,-0.411343046263195,-0.208798773751325,0.380051673964851,0.514989477758373,1.79775620509337,-1.50853875782096,1.00073085657724,1.22268422178194,0.226998069832423,-0.754651367705742,0.802574593761735,-0.726556616464071,2.70784007569252,-0.202720018229742,0.581940118575307,-0.136585649888756,-1.43734669983888 +-5.84417372712718,-0.454736260732719,0.801969497561845,0.0697374480062655,0.0444160863488151,0.204004374294564,0.0234887872048573,-1.95087984078025,0.408279926827332,1.35037329145516,-0.945047904785847,1.20893257669322,-2.13200243896081,-0.230923160265372,-1.48170253793533,0.636381646870349,0.446015130782536,-1.28643046969086,-0.748532707105163,-1.40766668073002,0.347971713011168 +1.72846482304897,-0.920596783051049,0.119637042875846,0.0634563857445829,-1.12369587835424,-0.242986136486628,0.511910945066316,1.17202928064589,0.685884288735038,-0.747716367521257,0.462904245396277,-0.277013111918296,0.36349290705768,0.0252579245136287,0.838765621134754,-0.208528169097504,-0.130351989718421,-0.0333059203954575,1.51093836976348,-0.996734203748671,1.24485663232229 +2.63508260879444,-0.107707243347335,-1.19299440691734,0.917410455094479,0.790275842110688,1.00447041656955,-1.56640731317326,1.31045691014703,-1.12351642180063,0.821990509689089,0.219819166597811,1.164930644043,0.290959211117549,-0.195941976051432,-0.532151649306111,0.913032601558244,-0.236800379025507,0.287659982886082,2.5211540915427,-1.67678369809354,-0.800143166922651 +-1.23871842939227,-1.20366246848664,1.49506205917194,-1.18954558958015,-0.068346817587158,-1.058046061067,0.690370688056269,0.977403692010897,1.17324835806055,-0.217812703429782,1.37105612079914,-0.335139747096062,0.362246526898015,-0.426038800204344,-1.46873289696518,1.71436863459368,0.802482851453345,-1.14839838801527,-2.46834908426584,0.235136222066756,-0.204146878620671 +6.61293726277437,2.67487085888599,-1.10652402487312,0.446513595274859,0.00733426819097765,-1.54644468975572,1.00066621915307,-0.430578311864028,-1.04978889283903,-0.635277187265447,2.08576472075554,0.877385930128599,-0.0678187945803953,-0.201554149286837,0.984063477461847,1.15654217894141,2.55193250335463,-1.03070239971137,0.310258099910945,0.458371998446474,0.259234506127633 +6.74927186099512,1.57246508678391,1.72871463213662,-0.126596857316796,0.0551411594365071,-0.330028379653922,0.168053810329945,0.719721602776014,-2.02277045808503,1.00622634095055,0.881870756461737,-0.0214815700260637,-0.174247952269843,0.212491589530694,1.52130344124638,0.855392545018408,-0.864489706552519,-1.8786444578077,1.50776228438814,1.40340574465304,-0.735549423590719 +3.46223910886897,0.67841919507748,-1.57057249349426,0.940153907238054,0.334443558775817,0.141309012869559,1.02065249001383,-0.138790473926518,-0.0162124644980697,-1.08061014739591,0.742410897495235,0.5543680937547,1.56501093124563,0.524738171816908,-0.531205883411128,1.37478771556234,1.1991575561862,0.731841582999834,-1.89212073682973,-0.513226178612126,-0.385786523034307 +6.4988567168599,0.116412602428405,0.932435040066684,1.60295852303894,0.558411174661355,-0.750950459607797,0.109839533927653,2.08273270047362,0.559721852358489,0.802702775282844,-0.115898630699635,1.11583811551059,-0.389203842739665,-0.133667166287898,0.673375143968614,-0.335338927660338,-0.778222921673924,0.759124132790565,-1.55336964165157,1.22247414025756,0.525497501401976 +3.42956234405194,-0.46631312529537,0.196319847361761,-0.64475798415706,-1.33909043220827,0.303014435771201,0.165882945424613,0.538011483402751,-0.526272133399717,-0.0876976429881755,1.372712493743,2.62057174296426,0.247345620856226,-1.13263601670048,0.27625553757978,0.483262469673949,-0.0251160615759622,2.79757837597766,0.907892192468381,-0.877582897215369,-2.17632199472866 +3.17728573019989,1.84623329220598,1.09469924960505,1.82774974554844,0.221627340100915,1.65428594691753,-0.261341093986807,0.291013049074699,-1.50118953970721,-0.404172696077085,-1.11852245431825,-1.05896824634181,1.37550546352535,-0.41641487211022,-0.338296093235805,0.245553840280898,-0.144839652338144,0.526626504917341,0.741211116546232,0.0595253339448022,-0.724641981556526 +-0.900791775234068,-1.29139503119317,0.0870458735921619,-0.821568442327352,2.15024573427309,-0.0844358680061326,-0.385352200419068,1.09001525537301,0.632045862860825,0.504068006919251,-1.08020917506761,0.76980045010205,-0.0258938525346381,-0.537216119280444,-0.156221115425557,0.939444302214278,0.326398886363251,-2.23334702259221,-0.0828566431702538,0.367053540494474,-0.148534148750911 +0.2450851839979,0.960735559683086,0.610293769729271,0.0251465135977083,0.0879768901325746,0.188636426823204,-0.251236036995828,-0.609973304523403,1.48882389814093,0.514209892339602,-1.76740797396576,-0.152695048913855,-1.94152213145538,0.66263979381324,-0.268137171543143,-0.383559558463982,2.27126857929286,0.100356220748902,-0.404458898550469,0.231404169052649,-0.794844379100686 +1.01935097340063,0.23254089109578,-0.728417875747477,1.22865834149299,-1.22776584935963,0.381396965413796,-0.681166587537943,0.273318637764366,-1.37432324609799,1.41834070743519,-0.0721106974730328,2.09299937936412,0.846855864971265,-0.0338876106591738,0.76240049653839,1.46069563377619,-0.929901878778925,-0.444165978910071,-0.609624788479112,-0.579409117294907,0.946404289757649 +3.57140286579824,0.862549935300524,0.685527239966386,1.14845701148969,-2.21845223170308,0.136494681701492,0.476421369163439,-1.74792189748726,0.822587331660472,0.463858612779317,0.966950685839751,-0.920384821101465,0.269279648175407,-0.604579077991831,0.426068978952144,-0.924721349284995,0.874136138862423,2.40745685155816,-0.681156600469867,0.861341927847261,1.01186494094804 +6.06732011063047,1.41142798959315,1.3790497851585,2.97366911265594,-2.16228194079012,0.539890793428819,1.1027252909614,0.566304818073529,1.16048875105293,0.0788244068224062,0.467743178540018,-1.10498191424988,0.767654288940186,-0.694243188009684,2.01034908401154,-0.16130406506381,-0.865157473098085,-0.889278827801064,-0.115750505330394,-0.873347877486083,2.22000989783835 +5.70443598942688,-0.0130148481904327,0.269797799464617,0.495159412581315,0.334317383864436,-1.68384469669883,0.122878397462815,-0.399784975083046,-1.12978533734373,-0.0938367219849892,1.39928029571043,0.285302375121093,0.698362095444969,-0.215303322758669,1.03401832872723,1.21896784372891,0.0806982562905541,1.59765971071149,0.981351043524745,1.31771936673224,0.030288599992608 +0.23309014836911,0.202264013941686,0.250341944356313,-0.428794460162723,0.213353400225008,-0.0925223301206135,1.32374198284406,-0.899500498271299,0.214013240335808,0.397922353576226,0.615840983840148,-0.452619690356976,-0.310396038438301,-1.13128673390092,0.295130444938602,0.965175398158773,0.38500445721173,-1.21545764779312,-0.0705933511362549,0.643570090959573,-0.0623738865563504 +-14.484466585579,-2.78601472975644,-0.0973304211286476,-1.65445707646851,-0.141283181804147,-1.02788559432864,-0.104274334001805,-0.914443381827097,0.0459951610688577,-0.172899887298026,-1.49305026122483,0.91777178481108,-1.27317893708846,-2.04986713951063,-1.49762308115393,-0.726995580967277,1.0800681108982,-0.582509698057966,-1.17910998788483,-0.887617161863044,-0.74365620546001 +7.35531233449981,-0.158000365979318,-0.300439600365208,0.0175877167326528,0.795524393680321,0.694559139490507,-0.289339702858247,-0.565291365010441,0.132845478034351,-0.175880684566847,0.75865676868644,1.23955450496023,2.01650900458692,0.304567100852233,0.50918271941988,0.71482597240216,-0.496988181025139,-0.307865577193953,1.51358687491776,-0.349316021469548,1.68405010126966 +-0.441326630613939,0.831637995092736,-2.34391847037334,-0.329304039330202,2.39461247317979,-0.285134124544475,1.33972252188686,-0.854130040656945,-0.335269980013718,-1.02143438783309,-1.04916021979999,1.7284192185752,0.709517467703537,0.351238495407851,0.64053707363423,0.117609281304662,-1.08582682957003,1.08184045955056,-0.229356438977865,-0.0162176400939989,-0.513833176830413 +0.715648973942499,2.18853151354752,0.0516355713585148,0.253625297663662,0.247122758855785,-0.428980043950662,1.06379432434576,-2.14869473585027,-1.99836402858924,2.57139181423255,0.240928939055526,-1.14857226304224,-1.24184660958625,0.031976440908493,-0.0526402458401006,0.497868151468284,-1.2640684654992,0.426580533503027,-1.10161340889158,0.537560533604946,0.56559447239774 +0.858230405064402,-1.1460935637241,-2.56440110550349,1.19221617103858,1.33628601132135,0.366715886896513,0.034833459586303,0.728210086598054,0.866007778577762,0.205160604280154,0.224954072491325,0.137789887315687,2.01512716047149,-1.11976401384659,-1.04256230006883,-0.363248813889448,1.05688701020304,0.517161233713846,-1.02412497810981,-0.899867464195689,-0.818166615090817 +-2.30336062769675,0.231250102668602,-1.90076400859733,-0.76118277348993,-0.805971232229689,0.185162994694102,-0.449783186441001,0.452112039166411,0.133635453110666,1.84717302723694,1.39022359182613,0.680737143734104,0.446320412905955,-0.0489862006978982,0.528190672627018,-1.02187387498396,0.0687624305720704,-0.616887822046492,-0.168461278424558,-0.215068412786124,-2.1544472879916 +3.88146878215774,0.0226483574116589,1.26427653193114,0.49972232659118,-1.82928046760942,1.31224488067194,1.83636789155677,-0.741463342712665,-1.11568315132894,-0.351943180119605,1.08161970355655,0.116918928019107,-1.18036224112121,1.84372819771959,-0.198402097561542,0.958771489642021,0.641223989441252,0.517566234545358,0.933754137498478,-0.285857177472796,-1.6168363936756 +-7.39184124312972,1.37912958917576,0.0236401773768347,-0.379731815862094,-1.721896660318,-0.93040172077463,-0.507977274376779,-0.0194420210911764,-1.50637100621279,0.315607521427043,-1.63167237829053,0.466207488922292,0.0585252578559222,0.208579824480282,-0.891997046438012,0.388647331671174,-0.0452442780128193,-1.0013171781898,-0.666059803737459,1.26868181957514,-0.82103386237005 +-0.217109238490869,-0.246252755014694,1.95683415646629,0.562581631376842,0.00301218843777018,-0.00735617558402412,1.22618182604576,0.19695511945333,-1.75532197579001,1.22413333421309,-0.579932483285634,-1.32091286737849,0.745410564846174,0.6350451089217,-0.531296171511004,-0.679575494111604,0.971095607846406,0.0829226722176384,-0.676739680291982,-0.495347958738826,-1.46283309246432 +-2.96340691848521,-0.0051253453797577,-0.16348358184241,0.328027703047943,0.604577147754254,-0.0761726100949987,-0.547897617578681,-0.892086721528653,0.287917855416845,0.297642701516333,0.165395977760142,-0.883263877252966,0.0220308546562353,0.712349514688528,-0.59330434884214,-1.57507222387444,-1.3131558012298,0.307872772826758,0.993003860799431,-1.18575852631033,0.598117059362977 +-8.02867798424815,-0.963002826853333,0.319506008408069,0.409036693000827,-2.47977142089432,0.963091930518595,-0.570607190811394,-2.14192803572061,-1.9304057288394,0.271175367186897,0.701130898686017,-1.40392614888057,-0.727849614006448,0.544993257037302,-1.33416482216483,0.431574148382517,1.11757111920255,-0.721416924772714,-0.36986020892153,0.38924247878649,-0.636325109954283 +-5.2103412698301,-0.0193734778662111,-0.668197147135121,-0.734640361235442,-0.737618388466781,-0.0633656814022587,0.491303740202091,-1.01572743660089,-0.751552108471447,-1.32211395100974,0.866569454733869,-1.68699807193944,-0.562440092751446,-0.00837634069588663,1.27946747885035,0.692489932427146,-0.545072084986643,0.202172404524672,0.230154739340778,-1.32198549310097,0.5857449953814 +-2.65705617023734,-1.15866793862079,0.764211619458245,-0.878054165299544,1.98988165957419,-0.153982456464501,0.0971471500834379,-0.0936161392185742,-1.53891195328516,0.494748463601701,-0.126205463132435,-1.17408207659677,-0.369036600598135,-1.24913840418488,0.897769342950648,-0.349953007440087,-1.57431299899526,-0.0935204989652949,-0.617543922963351,-0.23861955319209,1.81788974328908 +5.54490972885836,-0.157074398210195,0.846087404999801,0.159582823629339,0.102426440406322,-0.0532086090964812,-0.43763461264145,-1.39280216881205,0.16679411921937,1.44175191591347,0.192500660270207,0.927615832235649,0.908875703545464,0.313293441145469,0.171429267719608,0.636750386071025,-1.20743595489609,0.721612519962788,1.25841084235442,1.32344665685954,-0.166481587500004 +-8.72662978910349,-0.600721005209396,1.29629095933177,0.525835929998434,0.205967864582327,-1.05110825015295,-1.60426558184868,-2.07516867817129,-0.391511034673727,1.43385009648462,0.00562644048444893,-0.515772872455771,-1.13290419937374,-0.551585173156903,-1.23531286665714,0.83311198070456,-0.94872219680358,0.411422231789239,0.936854400744695,-1.22212904418466,-0.673773784314377 +-2.25685314694138,-0.16400175056385,-1.68285119179222,-0.394650477216645,-1.07616924404438,-0.54180323063729,0.017499407500669,0.857266216053145,0.44646228131289,0.400992311399062,-0.808466953549819,-1.77684342484541,-0.841815098740563,0.459417579288444,0.603647694710665,0.770571952859526,1.37284902827135,0.143990202522818,0.732195775254023,-0.716950857476495,-0.552261129650674 +-3.27898431963283,-0.683797271041848,-0.417787781888755,1.0225780824528,-2.58398717480591,-0.363711161083645,0.0477217431193736,-0.53835997051398,0.744254636564093,-1.15479526819451,1.06020190558457,-1.59777516250397,-0.357627234707083,1.62752376100661,1.64989103272733,-1.39404690875508,-0.268308164318899,0.728345302281938,-2.11592682843759,0.272381221246264,1.55190850691991 +-8.2923167206242,1.6629786051937,-1.29369277948954,-0.94938169998389,-0.550544769509272,-0.0346343277246113,-0.340821436082337,0.651301970470145,-0.686918304510636,-1.16659367326606,-1.37584558563041,3.05469434439342,-0.973466503554306,-0.64472361926883,-1.6844912690798,0.261675577462397,-1.20483266571772,-1.44810429148605,-0.347446341727883,0.176104312139335,-1.44262990569656 +-3.84906608277414,-0.571670013504858,-0.972216200478117,-0.499595142990298,0.47085317248301,0.0608729022227518,-0.134590951511474,-0.221508694935435,-0.753804957351979,0.114958749673136,0.818883386926017,-1.01783953397646,0.399068472538059,-1.28109829635526,-1.40464159704242,0.674130835708574,0.408779297980238,-0.0017180127828381,0.207940786531319,0.536960005368608,-1.27763140324523 +-1.64815179897149,-0.0354586911279018,0.36473476496979,-0.226801260968459,1.27655027896897,0.421204333606079,-0.966826339641343,-0.645915076360081,-0.110451195837946,-0.420523594496773,1.11686416499413,-0.521519391434013,0.271364446103024,-1.12173036188788,1.12709713344292,0.0605531013158678,-1.96669938715947,1.23968028001697,-0.72737499036658,0.36264339852578,0.191142818718607 +-2.29011865850723,-0.397062310428713,-0.498202826002615,-1.6911118352093,1.19130576602727,-0.587781299840105,0.19244504056132,-0.696201484811236,-1.95379939819444,0.257385400374992,1.07695688901098,-0.840554254974218,1.15289412933086,0.980522283623761,-0.0740141647426294,-1.42856711854018,0.881401834317529,0.327593981364703,-0.879430533109266,0.139211529514726,0.176571703537693 +-2.28013695596211,0.714734727528985,-0.246049672305268,0.977826918566448,-0.202895975789677,-0.299328927289811,0.404737503462085,-0.640656035988256,-1.19169856680727,-1.06714664887207,-1.1239574277468,-1.52834971062539,0.833863180447023,-1.61083183738756,-0.30129294445808,-1.04852495778494,1.43930685561499,-0.1848388068204,0.594401859304333,0.619557692955356,0.876461736909041 +-2.0427020726651,1.26745459510342,0.121903542902802,-0.954006313441049,-0.553672427555947,-1.06719646885086,1.28575963449661,0.0200694515017171,-0.10671459391094,-2.50860402551427,0.439510114894585,1.81484430088845,0.198719583570135,-0.702574848824762,1.31768804420128,0.138588327703561,-0.012271242585237,-0.419771556389929,0.260041546948374,-0.988655209163828,-1.4837355341848 +-1.57908224120624,-0.356786331598333,1.43939973025884,-0.702488323405161,1.10376157926633,-0.0638981816348578,-1.47140023409622,0.387284719521364,-0.536518232023315,0.407375620929529,-0.891176661186957,0.382239000488622,0.915741259228493,0.553176028361517,-0.218473256984288,0.386753950900948,1.18991350853844,-1.44895923706964,0.660416972054441,0.819914809957101,-1.92223588129203 +0.0644544850749771,-1.02532295695037,-0.340556672974915,-0.262234849072156,1.34190837765082,0.140817517376137,0.10129319783168,-0.0663917254791701,-0.140149525371863,1.43684793267958,-0.783791853045688,-1.42344547976784,0.559200798852829,-0.619883764604437,1.34571805146662,1.75133860290678,-0.539708759588717,-0.795811425410087,-1.02168344101504,0.140385260743099,0.466137474246519 +3.0418316693605,0.409716574406179,-0.865650257015692,-1.09890251639702,0.603851265818751,2.08982732493855,1.40610281496943,0.780224809150274,0.116513635293006,0.255253706499269,-0.291492812531068,-0.490713884534255,1.30219470825355,1.15900215845259,-1.05857809465901,0.722595436780343,-1.13223795360513,0.104104390412808,-0.481770544266304,0.464191371604552,-1.3657906110798 +-5.76573542503468,0.52975434323019,-0.872369177545401,-0.259931528333925,-0.965970319343871,-0.748409533242768,2.36912298668835,-1.25901077645192,0.0571616242270424,0.0575408666771056,-1.85698278512242,0.207755202538204,-0.836128066572517,1.11422590792412,-1.53150707290714,-0.372959225672761,0.790732602857596,-1.02874338845265,0.412799659893394,-0.206112519175966,-1.12422527060583 +-0.558751649141784,-0.36312746219077,0.674443069710258,0.785079444037748,-0.166285293974052,-0.537050511555385,1.46162247567652,0.140010156215812,0.589198707230338,0.165613474560807,1.54720945923479,0.422757954934461,-0.295210040177165,-0.894581421368046,-1.52111765303289,-0.71016624853768,-1.27348857350209,1.19006129368922,0.849515475339827,-1.22124154874541,-0.450581360026127 +-0.60250985633986,0.681749393530225,0.537885512092412,-1.1610841461471,0.361700498818641,1.25316978117893,-0.897523129794414,0.974712015646195,-0.527365637342994,-1.21414636647464,0.269803922451434,-0.798541977904793,0.372644488511587,0.493866989671308,-0.32069112433002,1.07579972552648,0.880253502699068,-1.070099502502,1.41880088949535,-0.759452289366589,-0.385843063884462 +-4.15930648442902,0.203410754666837,1.99767493168786,-0.997058682089986,-1.39193041252401,-2.08875551273795,0.794085515561227,0.529185336942533,0.162370058681109,1.49771494533475,-0.351040356392602,-0.791014739277824,-2.03207773516852,1.35872396895154,-0.0819104987527299,-1.29777842036072,-0.2261941676351,2.07848830872498,-0.750055213574975,-1.06839941364165,-1.3860983893717 +-8.19753047051279,-1.28455303401037,-0.769886858959602,-0.764912357992994,-0.201660091120539,0.528473801522486,-1.20611468454038,0.546119152841766,-0.448475412835783,-0.324669771549778,0.799008471824962,-0.57318767797933,-0.714598159840713,0.155436996046553,0.492511364247385,-1.87321028157496,-0.442055249241638,-0.515841449193493,-0.25745716529065,-0.624908245513991,-0.294878910866589 +4.21870505030922,0.610596484512071,-0.386325897141132,-0.630189312463055,-0.728777633842848,3.56007464893762,-0.615583854187039,1.48558788116758,-0.580790003843111,-0.0871458113626073,-0.0498459423203456,0.309091043160232,-0.0466643579794114,0.494803681173085,-1.84360357199009,-1.27815611072025,1.6128433433733,1.10274449586854,0.243667035372608,0.34828512630287,0.826989995821524 +-8.49766488409949,-1.19628844499551,1.04752522312541,-0.627766870244733,0.0689667675537424,0.317612213244723,-1.11554594694276,-0.53112020846819,-1.02082596202262,-0.533220733603785,-1.00382944204371,0.763484650505508,-0.701151472958362,0.766111990389217,-0.237567787500323,-0.639927340762862,-0.9127529311698,0.603795481759796,-1.80271430756714,-1.22665396624068,0.265761833862198 +-3.61865079568175,1.32260721680306,-1.40557226472553,-0.511748676731759,-0.290289692879162,0.593540571032371,0.190447515808192,-0.921703902586247,-1.22726703273027,-0.189146784316246,-1.28602859953151,0.00218058015177457,0.964766215359687,0.76586441334108,-0.0153738634822765,0.178223952722141,-0.188860303920815,-0.170024800290848,0.362962323444072,-0.864058011917157,-0.608380106685038 +0.738224909530365,0.374295569153928,-0.488413845940771,0.696524137080323,-0.191501291209626,-1.33643056853454,-0.779357519543208,0.798714677350346,0.394911366600534,0.842142136361058,1.49998674365093,-0.900975142544599,-0.067760131186971,-0.0762752320837874,-0.122603281967034,-1.65790900096633,0.947441838946021,-0.628178337648342,-0.143742192272597,0.878433423198752,0.850189479756642 +5.00809772702511,1.63734154231024,-0.766198469262121,-1.37245557557125,0.977673819264687,0.225363417862649,0.282828587159463,0.712825349047396,-1.22798613439091,0.835352020995594,-0.295226122957894,-1.14540972810667,-0.559675486641131,2.38467325041343,-0.142999192939118,-0.616855692524828,0.251443603130296,0.567534615926019,0.291541435440105,0.0832678687104366,-0.376444002962537 +-5.41470164422835,-0.0955938188855854,0.523963201440959,1.16237976559737,-1.52251863938807,-0.2164635371163,0.0742144241609267,-0.588965210593412,-0.528662659660758,0.591626760839563,-0.504601075997742,1.41044910728514,-1.87062908843298,-0.716781796435514,-1.09675806478322,-0.12629099689701,0.568547606913609,-1.83487069934653,-0.699052087675699,0.598528118075888,0.188541569532699 +7.89025941314425,-1.56003209827739,-0.565585734184607,1.50749956683341,0.518188227448463,0.821888969962605,-0.286533709977491,-0.341072361447312,0.437556862766388,1.53368205773252,0.654312183035309,1.22222566038924,0.175422013669837,0.148319015510009,0.84481981996525,0.0192202638797159,-0.795857476094125,1.76856928415853,-0.364478078782426,1.41618696403923,-0.982403853948289 +-12.569467320611,-1.3906441436859,-0.382085085802869,0.163585035477745,-0.493869474348956,-2.1515472760337,-0.200167938422396,-0.906587040170555,-0.878592341050388,-1.39531256981371,-1.456010454819,-1.38594899487329,-0.0215684795770861,0.572194417174667,-0.667903364200934,0.701108674313517,-0.663920925918432,0.338319161574025,-1.18540973534873,-0.772807542990059,-0.624988014468147 +5.56577226889119,1.28583085297552,-0.723807615059868,0.176675115785128,-0.351568482233287,-0.773672118023416,0.418987046052057,1.17123352924369,0.991259172384433,-0.0132685296234128,-2.14679184213956,0.988927010293973,0.0565961860325642,-0.700054873958271,1.15735816000634,0.874754245176725,0.685536026928557,1.94804396670077,1.35243024608315,0.054285226295392,-0.618229033119564 +2.37433937619365,-0.607072348513071,-0.0577797281030862,0.282323598004855,1.36977651131392,-0.198583234644265,1.39353667503207,0.411802303455463,0.944064987220672,0.215314853240324,0.491897820853852,-0.494213602914055,-0.648694517418899,-0.0324123076679757,0.707356093550804,0.17945540318879,0.11530829772597,0.23203108328673,-0.920850225541988,-1.27322712355018,0.809955874413686 +-3.24840483380147,-0.979931898565523,-1.08235534116283,-0.395263083893985,-1.09608906417954,1.08810735575074,0.435915416422763,-0.401566950687287,2.13730583723782,-0.575497012388114,1.43604078356306,0.272292823609234,-0.500641322283163,-0.266906668325371,-0.961330867478584,0.198728288628673,0.923536907761876,-0.851758274491311,-0.791916428612045,0.339284438076417,-2.05869709426939 +3.89033108328036,0.302427901281579,1.36492545057501,0.261910789346995,0.828389187947441,1.0448045094047,0.34325608781875,-0.154715936642179,0.199334807433902,-0.853382060857789,1.53349270719183,-0.386526125679961,-0.542786956576352,-0.157674824478713,0.167457084195957,-0.775590798358211,-0.530372068049759,-0.406202238351279,-1.61657815810892,-0.311823815871514,2.06429628499189 +4.16432234126764,-0.256897007236222,1.51802618307828,-1.35600474459952,-1.49223319623732,0.092778933364936,0.0765275416807561,0.20661479907312,2.64997520796804,0.927607381743528,1.19719524722963,-1.35215565495433,0.913433247764569,-0.346908628755529,1.72515859227618,0.870990239061796,-1.99832731715612,-0.325611414814686,-0.234640191686009,-0.718111867339902,0.443774428232866 +-7.79098532283993,-1.0681926536196,-0.379480021829829,0.654589776219473,0.212220241515769,0.25298900647339,-0.990566535877369,-1.93424061878237,-1.59397226169056,-0.616335144532121,1.13561923482334,2.92431508901362,-1.33694783087445,-0.821243768835481,-0.434822409599148,-0.489827480492654,-1.17989781652703,-0.109392481847251,-1.09075554438201,-1.66150621617519,-0.58292448262587 +4.88097883133182,-2.53138815852049,1.65460984067679,0.0380063884595621,-0.732286236591039,1.37445780196978,-2.10926502469979,0.892795055633912,1.9871843582975,-0.520516215619324,0.180196946560035,0.800530972574628,0.455582030386516,0.385384803868025,0.29319433211389,0.88128978887578,-0.401819097530742,0.869390118385665,1.09587510446639,0.204854934425013,-0.0043521327293629 +5.80507011462834,-0.450927228239281,2.06870667927046,1.50594955628169,0.0357046311030057,1.20767214869664,-0.24885041645798,-0.738631444217461,-0.715308438617008,1.59615815582431,2.03682294588955,-0.264117306010639,-1.16069636366233,-0.359026460142385,1.10457669477381,-0.34517598334647,0.333825244001439,-1.02290640378688,0.039755234388847,-1.15803348650394,1.00571462732062 +-2.20895615235874,0.354411230562417,0.805215885024382,-1.4688593723378,1.18099325279839,0.563156017806119,0.0556758827498206,-0.257351043011803,-0.490484157346243,-0.320027080701269,-1.89796540476097,0.0588223224722864,-0.670947892265123,-0.425562081637267,0.223100160113536,0.0922026999955905,0.19193913131122,-0.68403222377941,0.313947334430451,-0.716065893235139,1.06347142100688 +-5.97123650727792,-0.34897839180517,-0.832936441934683,0.386456550212503,2.09425685624153,-0.240266761303008,-0.950516337160708,-0.682212502310057,0.0616568604524623,0.777932263654067,-1.21284236065717,0.373533698812639,-0.361845957153937,0.329048735928136,-0.170860513208717,-0.133448038901021,-0.918167147844328,0.144499908150389,-1.79259055261142,-0.951044786127507,-0.0809276964279892 +6.97338891652062,-0.146078923768904,0.0380283728716565,-0.0275658381203508,0.768204630134142,0.974546458640346,0.740582662016413,-1.19652160545064,0.177365332312103,0.542683854197124,-0.249696007318827,-1.30637625390425,1.37036503249077,0.931371435788778,-0.34371202384449,1.02714783527408,1.22488653244413,-0.535232013100355,1.11470326811122,1.28627719468733,-0.315761700658441 +-1.0910629337486,-0.452584202475727,1.39265813850001,0.518220191401012,-1.2328259712921,-0.0123353199444112,-1.06564273423595,0.396825512523324,-1.21047244217115,-2.19033471795504,0.128786088218027,-0.381604589605555,-0.546163368459945,-0.446957739638373,-0.205819006112104,1.69649849722333,1.4264980826421,0.40127910439651,-0.158502161443826,-0.0502715606664409,1.90040405845687 +-3.01445403974641,0.234904199124085,0.392230051641249,-0.258322454560849,-1.29682867121147,0.377588531868138,-1.78579173036941,-0.162440612077679,-1.02559377800868,0.132991066858328,0.714272795887068,-0.353584596554681,0.749590417224491,-1.85382098505388,-0.134515591960269,1.54216947981545,1.2203009631857,-0.170506314315992,-0.434461136738777,0.215919661957872,0.0193242202297163 +-5.55526416145269,0.701257771476921,-0.193223677993243,-2.17133500851571,-0.195619791681111,-1.52493621389246,-0.0567279157981257,0.527827433964806,-1.03787940306128,0.887917869720128,-1.01048970829588,-0.569869408355439,-0.338096081204609,-0.560690085966262,-0.817119069389382,-1.78712517879687,0.173382966313544,-1.78588872319837,1.63535404551677,2.77307375904654,0.152403600061626 +0.961683125913031,1.3265983154971,0.566647530745479,1.85426659743157,0.527352216299914,-0.194787764402939,-0.737715546654752,0.153605111077744,-1.13481077740295,-1.18684477645921,0.812174772657831,-0.196000062232589,-1.09722568648626,-2.30464575819624,-1.45978588626789,3.1616329206154,-0.198983161449692,-0.342492469548116,0.568455233838736,0.200885655940947,-0.0229420461835094 +1.67437751029923,-1.57313115107482,0.598189922951529,1.69412861120235,-0.835537442758523,-1.12474267025177,-0.223273033316262,-0.40183177694335,0.822882181543457,1.35818573323301,-1.8606553157765,1.57800511285312,0.551608210608919,-0.555257760905055,-0.148433643754835,-0.0150199704617617,0.515778837875661,0.361725080994544,1.24591108017442,-0.838572947397981,-1.16899881256131 +5.51310253816699,0.218282970836713,-1.65879197682376,-1.11319134052944,-0.278438817782382,2.58089633199724,1.45013763062267,-0.648316919568654,0.935259394188906,-0.335377372348089,0.85802404390665,0.637075634983995,-0.629469350804343,1.00370719969817,-0.119437350023775,-0.638166815773415,1.01937710803631,1.01842668276496,-0.182567278172681,0.61392244368729,-0.346116200985048 +-2.53207275103782,-0.2533353660474,-0.574121784980545,-0.468866193830773,0.279761936338806,-0.318342276439956,0.0847748161081123,-1.57176031923692,-1.33986690964833,1.00791324976794,0.300607373978149,0.511458739837373,0.388729831123032,0.0230787928474005,0.892572053118822,-0.805469400944633,-0.0475268286311289,-0.0457044760820471,-1.51484382996752,-1.05604984688932,2.52701721192829 +5.83143530251921,1.05290401267231,1.87179433397642,-0.670226069121752,1.01325338086952,1.23463332070655,0.249074997551317,0.952745058947955,-0.311808975007667,0.997649261439993,-0.462564551527617,-1.42352247481275,0.565614007630637,-1.21961774767313,-0.453414571345165,0.796429816958649,-0.0204309183410511,-2.06157006532629,1.38481595530582,1.20931038942891,-0.257818774819414 +2.5250534947794,2.22304446114516,-0.533646953917932,-0.366228414409537,-1.34136882308196,0.287577931973562,0.530532391905728,0.981746862678664,0.419897009443527,0.885886166586294,0.210845437971725,-0.944903587075503,1.06231666204159,1.17703038345699,-0.856381928644407,0.342786031616793,0.461357476250489,0.5759334021452,-0.231090440311157,-0.838475606034043,-0.694202641972906 +-0.548461259778994,-0.00785426278295549,-0.518455971320419,0.807475848328756,0.152296666937285,-1.20235802006861,-0.837041957383668,-0.534486444753514,0.339016640855732,0.663311868257638,1.89633060314122,-0.367802173381841,0.498789582340782,-0.0225041419603693,0.434201857690703,-0.126496666291872,-0.709459888024386,-0.502464398871966,-0.827816698223487,0.566289739564078,0.44660606075459 +-8.90282763598207,0.428501681366459,-0.085971670219281,0.0994719459933993,-1.19841650144967,-0.97374497960161,0.375619925582184,0.57242121285167,-2.54809555839358,-1.34068649156018,-1.29666006120014,-1.36499645454661,-1.06306676707904,-0.754475806327293,0.0071045349120003,1.65917098402149,-1.95017082337801,1.83713385059857,1.43209352325528,0.315594458165445,-1.073909341816 +-3.68986707620422,1.05633848190142,0.143997160872127,-2.1305799991918,0.102385615335139,0.292312857838106,0.379867413959869,-1.23963545309912,1.28499149441678,0.652930594308195,0.545149899947127,-1.42434739350551,-1.85646339921171,0.40745102692264,1.46575707763983,-1.02358683296908,0.916294351504342,-0.307944431617558,-1.44957251100162,-0.68206369197692,-0.222811663670509 +5.28994680656679,1.52170120575052,0.560456831333137,0.671059376419316,-0.101168966992254,-1.61779697597933,0.150150559239995,1.19162849318873,-1.40802426598995,1.08401988096148,0.535974906134066,-2.08053962279094,-0.382188189059368,2.35893960062212,0.742240960040074,1.18551332906641,0.615215392413874,-0.086828826679271,-0.515426438417577,1.9111212932061,0.129798378008261 +2.28214602222325,1.19958805043073,-1.78811380191371,1.05835643964543,-0.288574522104182,1.81421013429033,-1.22150839426077,-0.0669912615150608,-0.490217463480015,-0.260175420997061,-1.3068895975772,0.569625651110726,2.3775982609265,0.399750708971781,0.595387883659403,-0.945677110589727,-0.522993323622203,-0.915324817222912,0.49415594641937,-0.359117495506093,0.054140873362736 +-5.94762081760519,-2.05890426512279,-1.17071244369422,0.855787329111912,-0.67911869393041,-0.345133411816568,1.46093032717676,0.66328179106928,0.0227579822054775,-1.04920354657648,-0.431925161755673,0.363454579787574,0.286837376309946,0.644119772608674,-0.963772462278341,-0.000128825888436576,-1.26876227050159,0.811854421974339,-1.2396938626204,-1.14201162366541,0.398443368400825 +-9.80275871086637,-1.15662732028705,0.0945366043801355,0.395685227921206,0.56495258886946,-0.280147149983582,-1.84961421974499,-0.579150946039296,0.722647179467819,0.494223768417268,0.508713804829686,-1.09838463798409,-1.01464066547252,-0.342167624835604,1.08285687764782,-0.662214877438525,-2.59572637077984,-0.513242298358328,0.639847599210407,-0.769786563566401,-1.65792425655086 +-0.499063710744636,-0.304085271963615,-1.40720838695395,0.536654670592802,-0.915189010823602,1.50131160203398,-0.722724479993416,0.363603338255997,1.06378784784516,-0.134301786713053,2.21880680903521,-1.39854456179597,-0.762968607090935,0.554354468683597,0.736197113096986,-2.46661240915587,-0.909876872884348,-0.160428341780559,0.381782677288041,0.509937789794877,0.488550770443002 +-5.5058577243337,1.89912736968198,0.32658192241682,0.261742815489767,0.655444501657116,-0.284790589496862,-1.22530286921183,0.168418271706583,0.892055366209247,-1.3556300276135,-3.24756322537807,-0.903920231605214,-0.30718587250426,-2.78283988743929,0.691739818814048,-0.471964843131584,0.254648288980405,-0.462228086092788,0.57497815755539,1.00063206349003,-0.31812113631302 +-2.71357390076642,0.141839870066516,0.0857491567421225,0.730952575894616,-0.191065987679472,-1.25137571627705,-0.677933155800518,0.55933354607778,-0.188961014776102,1.76836633240168,1.1803256788423,-0.416481942325589,0.312503313670474,-2.23673116248959,-0.113903341441457,0.146089849561158,0.611081438416897,-0.943550159968009,-0.274326586194886,-0.191478233887869,-0.152011902945932 +-0.630565883239359,0.0923232740268209,-0.337243236782807,0.689701115583282,-0.164176852679328,0.158598611009117,0.677342674937283,-0.805080362832584,0.293978314517936,-0.481140456670688,0.445143999024051,1.91802881038843,-0.350231201458878,0.853935378461416,0.236977159350055,-1.30597667389592,0.0454114946155252,-1.66560141067491,0.281896691440116,-0.84746537896807,-0.199614915700985 +3.03182828564462,0.0988041281826466,0.1102492301245,-1.0520315654792,0.754815923231396,1.37889743672013,-0.814180997164994,0.681534575391863,0.290273822060776,1.07432198813637,-0.639258498377005,-1.82896859270398,1.29065207148373,-0.379625871673636,-0.295281161517343,1.5087285396009,-1.44317152702918,-0.31353289606293,-0.339100983219269,0.415088187082849,0.495075890576687 +-4.93745570028395,0.592971270767441,-0.584936206541933,-0.635065808683368,0.453164052995034,-0.375898666657467,-0.374644072333253,-0.415394269712593,-0.386732989937689,-2.18404167035027,0.367901431098932,-1.69913238957921,-1.18171941829386,0.274270163173214,0.911205154309898,1.37737998495113,-0.917603180824427,-1.68656537855243,1.04002138043419,-0.836380626206154,1.26571551275906 +-2.87220496836115,1.27484242433872,-0.295978855998698,-0.680307173714964,0.564347805112467,-1.25185252288849,-0.568072498754075,-0.907142514375427,-0.51576280378398,0.912385378669072,0.745697114944186,-0.00681816684185958,1.46416201357325,-0.312400533767895,-0.88533605287671,0.156008235621167,-0.617920165510528,1.19818415610877,-2.2052877491738,-0.532500535945749,-0.788739034347294 +1.75011753564996,1.00698981067853,-0.0568146041300389,0.97002872767153,-0.56816141832096,-0.323587664624636,0.696546719046077,1.27312392706646,-1.64185744970707,1.50799454866959,-0.451234058784123,-1.00166964528149,-0.858875175876836,0.565544646614046,0.0147080574384192,-0.895514511508791,0.0144326413345813,1.54820522919035,-1.24829399219592,1.6517662878782,-0.863637345549548 +-3.25698644424297,-2.36182966438966,-0.860512630777175,-1.86361368517697,0.252364249451375,-0.480442513256109,-0.204784511146254,0.609290109181206,0.845681881031136,-0.0959796208345749,-0.0533371374221996,0.869622286740038,0.41418018185155,-0.561438309917262,0.182855082540624,1.06670500635734,0.532922532342291,-1.8332253474955,0.66242703721551,-0.832641498321217,0.0622861090896406 +0.679336132619987,-2.10406016701808,0.56151328182464,-0.618316460408424,0.438814218873087,0.797399672670583,0.463679059786641,1.68682274538728,1.21492603297288,-0.611833626722662,-0.186314839150192,-0.445148111340351,-0.215128170618857,1.1613342142391,0.253806538993777,1.5584732392361,-2.25624873762947,0.904696481112618,-0.956295326986282,-0.414722431628152,-0.352048065536066 +3.09708727421252,-0.0844394715433643,-0.376123646451515,1.51301307791845,1.56060420035796,-0.699433859656362,0.776433255509584,-1.93961446397213,-1.23359625991068,0.822143771242321,-0.745803846869744,0.577173386800588,0.888915321691877,1.11153662510123,-1.2998520336304,-0.552887391551094,0.692986444056871,-0.190524803429997,1.48525497100728,-0.434850872788343,0.0636168289015992 +4.37898008417705,0.756329418893765,-0.736660637478007,1.38074921628997,-0.738424814653827,1.20854851759548,0.0861069302813396,-0.288786133183393,0.432835598121092,1.10852388026089,-0.351045198088196,0.853832104594265,-1.68647710027287,1.40834562619704,-0.681969306208894,-0.364724392377489,-0.10233270569659,1.07712805644797,-1.44765784469418,2.28622137039413,0.120235203934475 +-3.38287837332275,-1.58071605182192,0.0544194627416313,-0.453834966580039,1.18170916222065,-0.319712401159077,-0.18830757016857,-1.85898359912809,-1.34193240183398,-0.247550407674237,-0.740532089316586,-0.507376670511304,0.240774958856011,-1.29417802523721,1.07635463830015,1.9990272369491,-0.103243535595013,0.790124406382182,-0.308852724373487,-0.205810357707129,0.230083758700239 +-2.30470462428991,0.707245954901412,-0.626418113360129,0.0807378393212091,-0.544741120120076,-2.2034038245786,-1.6997313066238,-1.39684230809769,1.23957955054786,-1.57807720449134,-0.790994732242431,-0.23412386643241,1.41923664814149,-0.378530808199272,0.827090685210333,1.17924268250955,-0.42306529878604,-0.735896299537407,0.95999388564169,0.261210071788904,1.54093475280549 +-1.68857299511657,-1.04598767279121,0.196627094515676,-1.14049343782603,0.188603398419644,0.39428636056178,0.0152829125196422,0.379254098009501,-2.38203717959086,0.906619402648863,-0.353652057482465,1.84676023012216,-0.293770512340879,1.54061809222594,-2.05755193949575,0.107424868221897,-0.287225630664921,0.505754682219369,-1.1595389818799,-0.356794192361058,1.24791926413009 +4.85030640587571,0.259141334355496,1.69612584199572,1.28208579443667,-0.0509779902529662,1.08639371100914,2.15912663740356,-0.25642614234908,0.823812773252969,0.317252108964904,0.732418896387927,-1.33429630574773,0.495588164351977,-1.12052901900057,0.553999099863138,0.965231156384588,-1.2801196942384,-0.584018775468628,-1.1249365600348,-1.39857830890138,2.29943487831116 +0.216176353128302,-0.00168481801484885,-0.69740816319231,-0.0951092485472643,1.28703491134752,0.616397130149539,-0.386245684459298,-1.11994024432554,0.0836655078957936,-0.475285413775923,0.712451411025367,-0.59215832902067,-0.0658152963733908,1.12862286300914,0.42467168425443,0.539408927550224,-1.98982037896561,-1.02735861321945,0.735702168977188,1.12553401467271,-0.566044252024448 +-6.63292570907652,-1.1755530761172,-0.457855233599964,1.55213953673418,0.514303345789126,-1.69020475825379,0.413136910569748,-1.42636665158743,-1.19131693290558,0.0574374644864725,0.55586659349017,-0.134153510781063,0.555257110843357,0.320182897894972,-1.34598967933645,-1.47874723278725,-0.282632548133352,-0.993238684853626,-0.660725247938235,0.503838806705781,-0.169993234001278 +1.5615307096744,1.7446287628424,-0.329601139619215,-0.132161151429524,-1.73364480360572,1.46102593914401,-0.883544594345376,0.0772362119894955,0.444649072608341,-0.910494048017493,0.22921763989122,1.55841598842661,-0.47917845395268,0.81585920073798,-0.435911850505063,-0.170742314617912,-0.131967652708192,-0.776776678993558,0.338654951190846,0.315547661734372,0.305084635054702 +-4.2932052182315,0.718274506554942,0.91711242924382,-0.392699731930138,0.0285745771294783,-0.19754112589819,-0.801521546671864,0.368883487214773,-0.789108245226312,-0.129293400621039,-1.33614870625339,0.833722442264281,-0.98476098939575,-0.858659344991838,-0.111688385116534,0.962256972378047,0.0181065292155902,-1.50304377996391,0.218495392746926,0.563414685110578,0.24594073197101 +8.76783436629943,2.86214274756396,2.14342659721431,-0.00521818621538887,-0.938157374228182,1.5460672803892,1.28878444592066,-0.603767024193459,-0.55050722219322,-0.643763905536314,0.2457166300182,0.182309312979005,-0.660864102688103,-0.258199066712132,-0.380370008575241,0.754848326230959,1.66581490665085,-0.755517276491815,1.05407235197795,1.90021634283346,-0.0596610699841164 +1.35955004598572,0.717986146751108,1.38296024526099,1.37305220612753,0.49092205285289,0.139913631285424,2.19036701832923,-0.531564365558134,-0.499185877114615,-0.822034934491042,0.495742264626758,-1.2157270976952,0.165010182293662,-0.749738255331604,-0.727901696948189,-0.854312979935088,-1.14818951985462,-1.11199439904189,0.22436763627804,-0.0501809624304522,1.0017086774311 +-1.88833937959693,-0.329271870686812,0.568915948935881,-1.09469385647595,-0.586132698860591,0.58610833830711,-0.9158070023562,-1.20754285207764,0.699344369002462,-1.136516681596,1.25303808760925,0.445182084708908,0.797583517207585,-0.228995294256275,0.524745848921357,-0.985140654155161,0.636892055048165,-0.118445695455565,0.589986280171536,-0.0104527101521876,-1.72213691243651 +6.03037690441401,-0.130479534484138,-0.702813169398173,0.727178590770644,-0.56445884087271,0.981534062894589,0.342143149168971,0.226255649171765,0.461132215464614,1.06893124851183,-0.689473866065575,-0.119424616696977,0.398216155279129,0.218136770578139,-0.508220993588252,0.0231944903905076,0.273907025688161,-0.292381969633461,-0.0976552375391263,1.88997521389988,1.05961788614138 +-2.94050069332328,-0.547328149032133,2.25421514206153,-0.402272941147644,-0.162666658113369,-2.06337320182925,-0.545871700834308,1.47186164614567,-1.54949126777309,-0.451840265197622,-1.18787022779055,1.60218103100879,-1.57269271724624,-0.408626367966593,-0.583644034015457,0.301259404888185,1.36414666416625,-0.49467412524193,-0.680436598763334,0.925760653026339,-0.945999499121957 +-8.14922596359389,-1.28176030084847,-1.03169670115199,-2.26626759646109,-0.239572337577716,0.0263936839988254,-0.531153765747697,0.744759447048954,0.0455151855494543,-0.617062710594391,-1.36541066279009,1.53370554674967,-1.56228041658873,0.274551002478879,1.19040624130053,1.11717173208682,0.90859572501055,-1.5813749760641,-1.78761890868963,-0.423739831463953,-0.543645531677488 +1.19454697680909,-2.17051157974568,0.0489943487709183,-1.17632271670612,2.4886641640408,-0.178203836405521,1.13837149297168,1.36375984160158,0.407349829161833,0.401649721083477,-0.758518786433274,-1.63570952952716,0.0596212636762336,1.00018497260389,-1.9391444151238,-0.725655982716047,1.57328324004952,0.700381895670693,1.68473159364378,-0.727122818685656,-0.315007648872627 +4.96741238006163,0.000563215578913007,-1.49660583090466,-0.0654393780639723,-0.311023670343894,-0.166600622708013,1.33356765036614,-1.72741214271225,0.394048748461094,-0.0819137351449142,1.05554450071774,-0.127202475895759,1.24715601762724,-1.0062035084571,-0.624978558058966,1.4816623134891,-0.155767360427886,0.0950130939934764,-0.760245443849571,2.9597409493111,0.953876251535046 +10.1867467801015,1.54400160892158,0.0607870848428113,-0.536435540388604,-0.0983995275773881,0.638575728221599,0.0752408015302384,1.75261018826545,0.383807625516092,0.186604093981543,0.504875427816402,1.52942289032598,-0.0757412177995333,0.880247057583508,0.407325306376221,0.894211583587361,-1.46233642180001,-1.61602244147241,1.52129429963773,1.79054378710369,0.940743447616059 +0.531724009859252,0.388594092073413,1.13212036659759,0.133397814393182,0.586512765502169,-0.177035480382799,-1.26594468862501,0.584299491795477,0.526950532080818,-0.764194483912733,-0.13296041951462,-0.816486249247674,-1.05415946277351,0.686884047481013,-0.24221934005443,1.00481139509744,0.324550994519268,-0.231020537293985,0.6209264312421,-0.544151972434352,-1.71313507165611 +-3.2126235982019,-0.314827946205171,-0.610692298651687,-0.88877357344057,-0.109401172285239,-0.386148892875284,-2.12473269796932,-0.559004580714988,-0.0256853887201811,-0.964122239061915,0.396369725047828,-0.853938793942748,0.465007531391724,0.153564618870676,-1.22566122530666,1.73347648534781,1.51911564752698,-0.320771630680533,0.0966004857785626,0.336418095377294,0.0106536848212932 +5.53905262513133,0.790833341491719,0.945219786763031,-0.518789882725543,0.946109659201983,0.199442659361859,0.255488371632002,0.519060828322507,1.09492077930367,0.0858800281623243,0.542221652287167,-0.830451801486875,1.17705869007798,0.168375014836798,1.84517277990087,0.179918403729242,-0.653563961520881,-0.888397558690537,-1.01393975441508,0.512895288564008,0.250228071739728 +-0.752646865079388,0.18858559056274,1.12043321706759,-0.134633442567421,-1.88518162200382,-3.18542040374572,0.253383051622332,-0.70034222266352,1.2688972597614,0.788639506810618,-1.16679249614772,1.23603309050389,-0.0937764158358983,1.69630852322834,0.309590067865584,-2.15729499819272,-0.16190968290158,-0.396871891322709,0.797055445675981,1.11937691698517,0.447186633300137 +-3.37352350416178,0.584341932602842,-2.22510501713994,-0.686784439171615,0.669221806325289,-1.39351207641187,0.134069215114394,-1.22972919921178,-1.28890974357487,1.33718099667066,-1.12017266116952,0.8859727114044,0.970494253184694,1.16209039037051,0.299349384975803,0.575344468441181,-0.204854382466422,-0.0434114799739114,-1.50436341201824,-0.55759364076827,0.933705710686291 +3.11788157051725,0.514992388265937,0.854986705919063,-0.0227415356544433,0.184742101991841,0.977262850374329,-1.30415966342381,1.47239305462098,0.308437028428222,0.198660749374108,1.12791281785136,0.677391626203966,0.638990847769449,0.807981465846957,0.247889823817171,-0.812669194369844,-0.607180327563205,-0.480935413214033,0.26959294747418,-0.378729902628088,-1.33289399040653 +-7.22637837154396,-0.17023434635851,0.451643353837152,-0.494523712679471,1.24728987694293,0.255095755151087,-1.13194491967445,-0.780381107615161,1.07201278938833,-1.22648610951773,0.803122358153714,-0.951097144412523,-2.01960610097109,-0.0190351166308274,-1.017919257473,-0.258701333119769,0.883174201218879,0.112414010811631,-1.79396440733841,-0.604033606609477,-1.5029329355552 +-3.54642071722978,1.04120211544243,-0.673752497423343,0.769060572277286,-0.78400802068813,0.66883588301796,-0.167979396065129,-0.181801466926064,-0.990511209136482,0.101192172391574,-1.70554734727681,-0.0426116854080433,1.19557841834275,-1.03116582764245,0.22421539514624,-0.997832974631817,-0.476897931713981,1.73640883239013,-1.07127794287012,0.554657957786949,-0.15889388394691 +-3.39401464335431,0.321152384880494,0.29051723614312,-0.617850223740845,0.791240224743797,0.708354787633674,-1.00490949020201,-1.59425483065891,-1.17620906095355,0.868484262309167,-0.365006670673606,-0.77254817353525,-0.150523298481446,-0.213350309143115,0.043581213145538,0.0209693924490686,-1.553178178457,-0.254185198076881,-0.541636390939373,0.899067750166638,0.708767041862901 +-0.18749791638506,-1.55759253982208,-0.471983289920366,-1.75235414560899,0.353064136726488,0.697707241598366,0.882859520918204,-0.499621177962602,0.355894249551551,1.38044725727861,-0.699605889619192,-0.175626536231285,0.31804182109485,-0.0925965961593527,0.251293191379912,-0.59216536567704,0.222680260939927,-0.220100627112185,0.872302260947612,0.343497765598169,0.186010588993528 +1.79463787940136,0.626407794577016,0.282109102262848,-0.152148135329178,-0.438889606360176,1.51578174903398,-0.589453075737389,0.362420417405066,0.864521747495061,1.17596446758956,1.59741158973047,0.107869686372692,-1.51647592706404,-1.09762893029456,0.309603219993006,-0.261800162557257,-0.312805793235981,-0.0302598475909333,0.8647931830479,-1.30174273167231,-1.47621389026723 +0.557565714551563,1.97365008215243,-1.34457641564368,-0.877856561810455,0.525104468076317,0.108576224016083,1.01118799057219,1.27497414932613,-0.54748868312897,0.319040844537778,0.139626339597942,-1.84955441244488,-0.0513810446849599,0.656127929230433,-0.839193300177199,-0.881608778369112,1.09228190675029,-1.47922662278084,1.31122069972878,-0.312976260621355,-0.387890232068837 +-7.61555080926346,0.303483261547269,1.22287767222204,-0.147778921820615,-0.344465411764575,-0.555697058543816,-0.710623022043631,-1.07025400389785,0.624925265997002,-1.26649680528493,-1.06951745213368,0.470525067280727,0.558421837803907,-1.11732596734892,0.0213017690263253,0.940118262835999,-1.10171541051079,-1.24412511585769,-0.510883724356049,-1.01938765544472,-1.36732023825647 +1.6344298935423,1.98956325580343,0.0316389654590907,-0.378966072272224,1.08890901588008,-0.391313126996726,-1.75441316057607,0.673811498798278,-0.30754987636951,-0.359368541952132,0.738516377772336,-0.53137383217372,-0.50119439514608,0.517629518036215,1.17583404330816,-1.58228646863249,0.79159222253133,-1.6408915952589,-0.140917236358405,1.33564202602824,1.38224824131447 +-5.06902776615101,0.48032604872191,-0.347258237690739,-0.303501295364723,0.067897304420354,0.441106439480139,1.0139424373788,-0.477297336003649,0.684562149116131,-1.28990064872155,-1.05467794020259,-0.952573873966933,0.587859070254468,1.41467910936096,-0.648073264525174,-0.711058058020238,0.190880132313424,0.544428404579577,0.369431971127647,-0.178409673416271,-2.83054623047698 +7.60314566702747,0.545158174960211,-0.936590633776952,1.91421826697759,0.00386744357494721,0.876350368951168,0.752983741074928,-1.0687906081914,0.636022859968821,0.0313420042321573,-0.232164011697028,0.74739085783258,1.89130330022845,-0.0881676957421286,2.11725660358696,-0.759407899589155,0.294340468364692,1.77333371537152,-0.63789264579066,-0.604701586035213,0.531632963971643 +-3.41501230392549,-0.23264168238354,-1.80622607946009,0.213205460654546,0.51261064118506,-0.0177221008482556,-1.94439009705721,0.264262453746993,-1.02470665827237,0.37290029200146,0.985569947232196,-1.39943840474051,-0.545214090360392,0.0604599222273406,-1.96655016996782,1.93266251290644,0.846263792290629,0.712088031192767,0.432401998600355,1.09407559389596,-0.833816331524214 +-3.92243263434685,-2.05612468471865,2.53416823668343,-0.265762183025992,-0.0571440130767284,-1.56827600344912,-0.867680160836293,0.683689764013772,2.25917100122103,-0.893629433405898,-1.66931250493894,-1.20691565640108,0.608362375915732,0.420850045606855,0.197432241866322,0.2888570216829,0.0104070445203384,-1.49628253953612,0.171728401000967,1.38977928127129,-0.43111621159947 +-2.33785182313216,-1.14736073872033,0.290442091727815,1.09076920183484,0.839765357728409,0.342663296205676,0.66263281618702,-1.11417485188517,0.0687444221771763,1.92055142550973,-1.12981239003637,-0.531536379312376,-1.26561901413331,-0.392259704808317,0.460825095915743,-0.777981208649216,-1.03762346247403,0.336831955582098,-1.10010604016268,0.131073119130797,-0.300276132049522 +4.55445205473102,-0.18005167444172,0.512816761339674,-0.0717305602946868,2.05500191252967,0.636333940962793,1.56910936792791,-0.342003812393313,-0.839351733190945,-0.904844669202118,1.79707820948471,-0.521777610558758,-0.317194909080945,0.134982008497655,-1.48085011654265,0.736141590826815,-0.888656082879781,0.358556090396227,2.32665316608318,-1.45312701660695,0.604277483755813 +2.28609181727556,-1.10031467271034,0.00624667174334238,-1.34874464762403,0.38655317634396,-0.885094743730819,0.647329886254958,0.919455921402797,-0.401154892423012,2.16319254921267,0.350044158818315,-0.493342219284867,-0.787918520527951,1.77084458997521,-0.847423495719463,-0.217252238270905,-0.439289892378634,1.40095398222142,0.690717107205202,0.369199862563623,0.0921364665251621 +-1.57827788604097,-1.56891365824098,0.150622476696101,-0.00465326818843847,-0.103219540576512,-0.0898477721601061,0.151055753971114,-2.3055600354583,0.283335494430892,1.30332117336716,2.57386948444615,0.412154870737898,-0.870305195332227,-0.876976663985965,-0.664244886240336,0.244002451063473,0.22669775194774,0.0907450884110215,0.1374916096474,-1.61473573514423,1.70369706747274 +6.1475404445178,-0.0483432112568491,-1.34757752651769,-0.404035051257884,-0.591416549886242,-0.213376933743284,0.105445828008073,0.192153584020496,1.43415433303092,0.7389913019739,0.315220333248783,-0.0514092491211302,0.982080737384095,-0.569052286408211,0.88810250111104,0.482262495944027,0.586880935697476,0.126580372557458,0.660889669320019,1.45115496671758,0.915237338429126 +-5.11545142833496,-0.597890122244491,-0.0404009296269993,0.572304985597786,0.253010177004301,0.953751183720183,-1.40615835638013,-0.0915466824975452,0.702466519149246,0.28008970776548,-0.332932636798372,0.164896704919052,-0.961448069921005,0.0862815861317789,-1.39511370053686,-0.628427103189296,-0.636293320144429,0.747699814912753,-0.166936536903814,-0.114013765447181,-2.4435909816891 +1.11435624429232,2.4173392818266,0.852086861266736,-0.935762568212427,-1.50406305679668,-1.22738245719531,1.54143952459667,0.953362955694433,0.0898346818327183,0.279663311269926,0.930241563452782,-1.14245181250486,0.94374667946041,0.810209770002182,-1.38616094724711,0.2739883573157,-0.601507741641406,0.531312316427723,-1.18093788361536,-0.129533000013042,0.0800793841031942 +-0.687530822347731,0.10958064066004,-0.429210805383921,-0.704449033928867,1.85339815796418,-0.13281396648755,-0.0370651942908899,-0.891385208188932,-0.561949433064668,0.462469031579,-0.0178896153719671,-1.59731837545467,-0.146580348498483,1.47465803252178,-0.100291347486467,0.00828516898493178,1.45763860625878,-0.854651381167806,0.479557081218484,-0.433284472233665,0.0859780825053995 +-3.4532328554208,0.449952010308511,-0.140487845620171,-0.755684313087419,-2.19590565806322,-1.97639843996854,0.263887697059471,1.60095525044054,-0.332947747126479,0.33197803422225,-0.237534003790114,-0.0523994928180418,-0.0852238281049543,-1.33700964176679,0.425289308045442,-0.0845015451578434,0.543752614799649,0.0563494619527372,-0.933399775771791,1.72737864555892,-0.760396375544553 +-3.82070543779584,0.490773929763703,-0.464500207341631,0.267101181148991,-0.975505736476951,0.0203843345773302,0.504277049456934,0.506871127091455,-0.657282591115118,-0.349879142525303,0.303099587458396,-0.903412907017625,-1.40643473977184,-0.992200077689519,-0.0341290217087017,-0.630801091723068,1.47788267834698,-0.526296380838902,1.47498778340084,-0.86652154199262,-0.807703372717121 +11.7744526183176,0.0502195365496767,2.38738132403223,0.321222196565707,1.79631143876686,-0.145914723426443,2.69477302660226,-1.70844488549428,-2.0962704813318,-0.378410313951705,1.29097707033689,0.996397934704185,0.0823074726614044,1.00038757635193,-0.352158081427536,0.362360317412914,2.31147392606963,0.119314339019078,1.4113999742143,0.434710634871925,0.51738359365147 +-2.48142124955354,0.654689287997935,0.692304749381676,-0.901678296518296,-0.403003801607332,1.15880348908163,0.432248955609149,-1.33584097948148,0.127652742422478,0.824042906743073,0.435765403015263,-0.93202753347793,-0.918761522726633,0.886656676364981,-0.944580681008207,0.545330497565388,-0.777483695325284,-1.18153241944031,-0.621199891844478,1.10053347841538,0.194678604515264 +-3.9701714751767,0.531782683283305,0.101087908877918,0.616454032589885,-0.825562365699837,-1.84668520794195,-2.34151264733372,-1.30188932054284,-1.12527920773178,0.489568511292296,0.401486936962651,-0.0567643899180625,0.961150924921847,1.307605161771,-1.06856099942584,0.188146504260016,2.10488390241933,-0.34645615334427,0.330587130807085,0.329932850709869,-1.18662859363328 +6.4699359649571,0.770718609148346,0.943161044703639,-0.27599242712425,-1.11026723692394,-0.166343526142637,-0.157654087709343,-0.712494283364102,-1.42957561921156,-0.8039311492719,1.43363437148885,1.88894039725364,0.0390865058842175,1.40655384932354,-0.898255674241377,0.168153237432104,0.244694960283901,1.24968912343854,0.245633299102917,2.30642788357554,0.40383984179774 +-0.531324082657096,0.993125665813756,0.095422207222848,-0.406756528422155,1.15014103416171,1.85640703502389,-1.0874344101957,-0.837815591109852,-1.39084180837064,-2.11045591148893,-0.745250941972324,2.36265289683657,-0.569009196765131,1.12954009240866,0.741014431195581,1.27714656636538,-0.578764746280768,-0.871935669025002,0.775615655389223,-1.29937541505329,-0.0561268388715574 +10.5914489697247,1.04351009274177,-0.0145250001589334,-0.413345046527097,1.3148408446525,1.02326484960119,-0.229776035357547,0.329592274984187,-0.168658699140535,0.733112201416203,0.322208335340508,0.516788639566933,0.675826508354302,-0.483565775205538,1.07016158186144,1.3768600445777,1.619672084878,0.548091191378939,-1.69873373197212,0.0779217368839429,1.23788181684304 +-11.6693401498262,0.0578237816269766,-1.30163490522368,-0.113693304968025,-0.473019985393327,0.0503839031558532,-0.551244747377099,-1.87332487221235,-1.56418217871843,-1.44324307408385,0.838064964595517,-0.677150786545818,-0.464183396322096,-1.32597344093471,-0.352877890181966,0.34622427210217,0.397372570225996,-1.58501798213814,-1.28102755165518,0.79125245751873,-0.440371076542995 +-8.97549904573279,-1.26324582458704,-1.75114361869725,-1.24288444669895,0.952923898394535,1.6026845742283,0.3269952066296,0.298389356404931,-0.980457920924663,-1.8805201210245,-0.0169560516374057,-1.17356745974592,-0.773004505497422,0.728060384817339,-0.19101646803506,0.241610071719305,0.148017000142302,1.59026005234296,-0.605574342529157,-0.3645574627025,-2.48705302012174 +9.78997016228388,-2.6536263152695,-0.418466116253085,0.0498046363844655,1.59573127158654,1.83190714002966,1.00474136864064,0.125644059753878,0.236494584802079,0.624008736852215,-0.521804804968826,0.73598053827315,0.517086726383819,-0.844094264310979,2.4798892088637,1.38449440932466,1.73454043239728,0.963228648724223,0.885216826962772,1.01642680746046,0.0404295479610007 +2.23370205459543,-0.449435058521964,-0.000460539876482312,-0.464638957327045,-0.687248714147194,-0.179938726812995,1.19852488472221,-0.453510017367126,0.988130115557164,-0.467709369804426,1.75134888869267,0.13883491345877,-0.533362331241087,-0.351678202997662,-0.375916194577354,0.448586373133158,0.300858538931869,1.20459357630457,-0.315262579039917,1.04568855806292,-0.60696395996972 +0.068174369982021,-1.51740537616739,-0.74859508884423,-0.900398435260868,-0.0887934656622959,1.66547772258762,1.38303080814379,1.25269769993116,0.236294148912646,-1.04065755985808,-1.3047133196261,-0.246064303951543,0.487880841253167,0.741959653694972,-0.113338938323238,0.200758840219125,-0.314544721354936,-1.98805197551655,0.727068436402416,0.0143151107425385,0.560976586007511 +4.57756859595125,-0.318061192773509,-0.0340592053695572,1.54591648201189,0.534300928798704,2.05938930968259,0.651199322876183,0.118708847236308,-2.3819885218017,0.660202381501353,-0.169233439850375,-0.0990270292663185,0.906359365141108,-1.04276015041555,-0.12847589402732,0.271643220146865,1.97517653777204,-0.711469085962069,-0.587305849161489,1.02280853966231,-0.079255029651204 +-0.200740146454609,-0.24265728854129,1.32356877749244,0.0016658642518974,0.660477051572012,1.07974340714609,-0.604067860035347,0.0320705562159502,0.445970333136721,-0.804681423278159,0.0232623788175322,-1.00179768311687,-1.44206347396739,-0.689926387636698,-0.605722757757108,-1.37665433109423,0.537696496849207,0.352001033872569,0.348592200324986,2.20342133575033,0.430390215938893 +6.2565165434697,0.292740897389112,1.22317732461399,0.177641911685862,0.259020355614358,0.0841159610412791,2.39287906338603,-0.679060295029459,0.687498526458762,0.385403000810117,0.150484450945697,-0.0178964573231955,-0.059923367997949,0.970251365773814,0.0416508837352746,0.0251127675837695,0.369383723400814,0.932158000040651,0.187195738337952,-0.600297557742199,-0.236999579746272 +0.63564384551188,1.67191310731146,0.0506627115826919,-1.02100627479425,1.02527940732881,-1.4362522742879,0.891490290749205,2.145599058815,-0.789552735525509,-0.562707838671341,0.41723392857264,1.36258077810776,0.986287915151838,0.447196171429061,-0.768574692824342,0.338677279172326,-0.656201233671503,1.30004580624872,-0.974990948647943,-1.27478542631265,-2.645585819319 +7.14133613555756,1.69791572339407,-0.125088322917423,0.504691199776724,1.40865010323416,0.868385695234267,0.484559603812944,-0.228927666876421,0.520876910767953,0.315383223930194,0.305989830082202,0.712608406446636,0.864432127496239,0.254953200189304,1.04270975058257,-0.348623648111244,-0.595197735200938,0.977072692181671,-2.43246764717224,0.175657700656721,0.70461485331171 +6.38334259879043,0.918673665047652,0.984608926659586,-0.525409330549096,1.48443598106598,-0.0662446624090278,-0.125091836778512,1.28315943768958,-0.222654740952564,0.55108157240202,0.543257522275525,-0.18947144576968,-0.415151983917239,0.865986879848116,-0.632169462292506,1.40782392220897,0.241272533653152,0.0229182281074831,-0.475583970690623,0.517741942450977,0.674740378870751 +1.68343248068679,0.232314845586316,-0.0548661623299577,0.259664336307247,0.340911318632421,-0.966828301805122,-0.624335478470859,0.883662117649126,-0.0815538709192346,-0.339009464447109,0.382851387898293,0.647502028298679,-0.215821578578822,-1.10641075343843,-0.279820194445318,0.657097773484652,-0.462037543172096,0.942187973108856,1.50466762914136,0.205925151971378,0.942775761806889 +4.43913739979043,0.422208918824174,0.371273125340492,-0.208768941739414,-1.43522195193731,1.3514716631531,-0.45859871060465,-0.29513252649277,0.776842807748636,0.553033254912351,1.73604479735512,-1.49612352032267,0.481379302621564,1.104336460214,-1.1895449789126,0.0179888292071654,0.674441618000507,0.7208605415543,0.743916802308155,0.0297496710531318,1.0049765291162 +4.57681297015441,-0.0478647623686122,-0.353231520979321,1.26967687471172,0.266556633136702,0.242620870488797,-0.775210134018477,-1.46214620376301,-0.624001299100386,0.351294401151689,0.717501451017079,1.06124643139738,-0.21486482845284,-0.677752105406513,0.979305802122743,0.730856382801996,0.3165066858471,0.915180437522334,1.05611870378274,0.427105952040188,0.456540372177203 +-4.83922591216914,-1.59351257929988,-0.465544087031651,-0.595148002775159,-1.1491274901046,-0.86730072920647,0.328798183951486,0.739203872630417,1.50291840484079,0.70395865936653,1.67599870636788,0.732599199126751,-1.35782432196579,-0.746181926683033,-1.52876535409889,-0.15209791995853,-0.590141177774903,-0.0818652935014826,0.047320484656848,-1.06196929509767,-0.0563169698175568 +-4.90116741144678,1.9491258382975,1.56451850077335,-0.938890196328456,-0.0162878043708522,-1.72546680233299,-1.00498351122733,-0.578544020892397,-0.886462520287153,-0.755529946378933,-0.100790539079143,0.376203353812972,1.4176455091771,1.31980900107679,-1.87508539984433,-0.763704808507052,-0.458389539256652,-2.07195963429444,-0.383071116521571,-0.0593375115696566,0.23888999577294 +-1.38259393072087,1.1866645559439,-0.0455247159449302,-1.75960910452106,0.61905398303994,-1.21242154378252,1.45941341051273,1.506494039658,-3.37468730100089,0.212528912981777,0.653474069930237,-0.617984992703399,1.0321951835627,0.367068166174878,-0.100663233454331,0.509659282179007,-1.67138742356042,0.0613692941656979,-1.97637729481209,-0.0130042636502041,0.673036051724258 +1.48724279798533,1.1741501477948,1.03512634086697,1.93995839582578,1.11520354198548,-3.16146948948711,-1.71148281573884,0.487855934594031,0.990613897221714,-1.06524903664824,-0.900110553420927,0.400260811001657,1.1680628812328,-0.910676481747232,0.629901326886012,-0.601350021692493,-0.976550732662543,0.461089163975009,-0.27296613634577,0.978891765642055,0.556810011186017 +-1.99780291311995,-0.505839168284978,-3.00402960176643,0.580756667128803,-0.675590926833815,-0.931830122390633,-1.44543612110466,0.0397087767371073,0.745359476903911,-1.18176114188584,2.54617358470805,-0.992816524507279,-0.0268661952328574,0.581887522123299,0.987586617577792,-0.0970775558358465,-0.00384538425960954,1.05127043441883,-0.523634197833087,-0.827495243214034,-0.0764578596988634 +5.07957839863288,0.578258264907816,-0.894579006373161,1.41359726702922,-1.21596060917081,0.799544807957162,0.699272897482789,0.324893254757087,0.344878781103055,0.31466415528658,0.263079917358281,-0.958998699722112,1.89999908588028,-0.135040075764619,-0.314806396328466,-0.667087223129561,1.2576738694099,1.02315595371289,1.76942968718563,1.01676865614289,-2.85106192435339 +1.05289444265773,0.492192734204509,-0.0956336872863695,0.020897979282739,-0.838305129155006,0.793290277164817,0.629597605311914,-0.530505302142336,0.0635108039977407,0.805563033217726,-1.16064320231235,1.23982194179996,-0.413439890978967,-1.04072063642708,-0.208071369416948,1.26181609269609,-1.11107372014769,-0.130227054623386,1.05877574396705,0.330027948399981,-0.0559349152265876 +-7.70370264975096,-1.5673045711637,0.30074627514911,-1.85118329574928,-0.758352889988777,-0.675650341972184,-0.891249825502349,-0.912156028443238,-0.310153503499076,-0.244174541317024,0.969684268461309,0.720219118576648,-1.05895704029984,-2.30532922330004,1.10592180569535,1.47777739725314,0.186944900936492,-0.946218244181168,-0.419952594603821,-0.0135314113412062,-0.818507742685472 +-8.38894968281209,-0.16801969781549,-1.14488433522685,-1.5049931131495,-1.49878601520456,0.990249660748333,0.954745856825065,0.320502025017345,-0.542417392415683,2.48166691737441,0.633486376633789,-1.43740823096824,-1.40217498602678,-1.33604250144699,0.696571767200632,-1.54943987795172,-1.64408300318752,-0.429976765446863,-0.0605390443217158,-0.147405129110502,-1.01022462672865 +3.38806617115205,0.377606177645246,0.392205088020806,-0.761021869882736,-0.626169827879248,-0.713768869603772,-0.0768532191809302,0.650199441197963,-1.92346859203766,0.379076012911231,0.851496521868874,-0.549035172213991,3.19909833212844,-0.301373944427499,1.25458052447811,-0.324089010862797,0.642701485734471,0.624776298495595,1.47702614882556,0.544227003802801,-0.717875932127978 +4.5237137623634,0.403096936709248,0.0363400995079705,-0.156309417411996,-0.00282306952196722,1.83891447131925,0.093977183659877,-0.793275279352864,-0.589569445258884,-0.414850460521201,0.464542784643317,1.41036431465528,0.72762405170116,1.2848581960535,0.189370311952477,-0.194350022178574,-1.0151163644865,0.0660303466280439,-0.345982539177614,-0.450143289134782,1.86422980555866 +1.18403541336842,-0.627499363967518,2.4527625867183,-1.1634641785153,-1.75890062669445,-0.698053201006592,-0.856533019035231,1.71560460387713,0.664819100142758,-0.655943126698627,0.569277322988118,1.4215233308343,0.376687409370901,1.56867398717822,0.668644699054686,0.241591677036335,-0.941543308580544,-0.365189251650143,-1.6414841629752,0.920044069688237,-0.80272305664747 +1.31979692654251,1.88265879830795,-0.906838989050387,1.47671470587021,-0.483798911999533,0.28967489784922,-1.25419424559277,-0.154146396465086,-0.345358375354855,-1.09340289151281,0.303959496492149,-1.66419239766614,0.545459330376564,-1.88249329941048,0.301645591991107,-0.919927302598755,0.964860484226407,0.27902007966091,1.3564577687798,0.128314635126289,1.52687276428847 +9.76984885931757,1.8555483176834,-0.170112539602651,0.814417431820533,-0.13984651499597,-1.29919319030489,0.898244815576619,1.60822729638962,2.36213768986692,2.10615520943008,0.346657630135143,0.00252199108823933,-0.894570913034067,-0.306262052028238,1.11743029867386,0.246988830073292,0.0351868054460933,0.911289449640861,0.663631646321455,-0.868352484188566,-0.605860978862827 +5.34429913663411,0.696300671493303,-0.257947994830228,0.193494200045532,-0.0462454132980894,-0.630920096154409,-0.149745378568376,-0.484231261814795,1.74630486524223,0.209783315588864,-0.279098112193358,0.26798129698459,1.70492350620022,1.06494000829828,-0.536060086828701,-1.30726008966981,-0.805714763110073,0.954862533668568,2.88615714969646,-0.943832762720247,1.32224621756362 +6.75811125645392,-0.642203301330347,-0.0131681766395171,0.568098698340481,0.26507014995181,1.96147191910455,1.45682664864355,0.0905236227654216,-0.156728643093077,-0.300065007520477,-1.1673709184836,1.10988038277428,-0.314176007604494,0.995147149784484,-0.268606709471529,1.78248889629649,0.283839697051238,1.30434576923658,0.294561181278541,-0.319331143665708,-0.509333571031697 +6.5093739219914,-0.937594986366264,-1.15799853215746,1.20661083253472,0.508289495467794,-0.27710201425266,1.91919839775498,-0.819169661013784,-2.39831025537142,2.09775611559741,-0.559516794207713,0.608934383026547,1.19489427883905,-0.445747521572592,1.08767504796455,-0.600701639950228,0.770843798657409,-0.54572241280286,0.684599415438969,1.27891060182184,1.68897644201693 +-1.29325093320779,-1.29941035593765,-0.302360247778542,1.03029027062517,-0.353661879280503,0.234256046712244,0.267108916317363,-0.43884960392139,0.716938864678912,0.699554994618201,0.396008092497272,-0.933194528528895,-0.668635281844784,-1.28544684706506,-1.22652623140779,-1.05602577125702,2.17073717850352,1.42946901485544,0.546761331847402,-0.22045050071484,1.07367645841581 +1.19626198569186,-0.654595628063766,-0.06482771553236,1.86948130904356,-0.606145981186612,-0.823929337330817,1.47680685894945,1.86544112015688,1.35020460986928,-0.386472239163071,-1.56306259946793,-2.39520982899146,-1.07142478171418,0.0991045897786412,-0.320695500097444,0.537051207290585,1.86564474023484,1.51196358358116,0.114045890948473,-0.570855003605702,-0.449689959480316 +-2.45690975834913,-1.83822781198037,-1.14567023950392,0.19220959826228,0.544129303624128,0.438709886818514,-0.945262765280003,-0.625549742574513,-0.546336938602172,1.62536032225052,0.972097536117586,-0.702114170521943,-0.362251438628353,2.10143481111635,-1.59428554675726,-1.41460560242353,0.232319729587934,1.80650457632202,-0.460909401754143,0.332510638612739,0.0281439436592919 +2.94849763929493,0.497553692161246,-1.28919369685304,-0.853110252623878,0.361042205349458,1.14490082802949,0.209199486421667,0.172264652282274,-1.53904507232511,0.731470489933919,0.0356112106471699,0.412683993879943,-2.06402287604413,-0.928652206244589,0.963071287968523,0.600331438871738,1.77815825876769,-0.349104856287567,0.0313758790426415,0.782107182127987,1.64436796893549 +2.97849556259475,-1.46348125307325,1.16812952205643,-0.376341843739741,0.183161347047904,-0.362991832968526,0.341252373714323,0.506894658750474,0.0686367334516804,-0.782757832396808,-0.109218814287981,1.04332617220724,-0.0907398696764401,-0.447996375610729,2.14137210359878,-0.290949899972651,-0.817653924884766,-0.117373930109418,1.40675033511167,1.10449205380028,-0.288989503917096 +-4.14708156348947,-1.19816617058598,0.925118627014477,-0.594949036988837,0.334144226823519,1.17571417448357,-0.81941989934876,-0.22806518880113,1.36162797719693,-0.676733900044813,-0.840340374905151,-1.17433527374463,-0.0203768884297113,0.938552698335334,-0.00131878544628125,0.00640438913931057,-0.908696019481789,-1.10089187991643,1.55498601180237,-0.369986910882635,-1.71476544652151 +6.6005933419481,0.681103030348739,-0.497315316551063,1.06419384119156,1.6917408996893,0.977005549070578,0.139879352805015,1.40263711297825,1.32736956095623,0.230790318078401,0.572913822993055,0.95724445457005,0.792163938708295,0.0752711583515555,0.432130718390474,0.157013046602992,-1.7377889490835,1.21436350502514,-0.690943049551255,0.0843114853019048,-0.893543493611182 +7.59119836484421,0.40761948320593,0.393522506667845,0.532506593152755,0.166490175012317,0.159652465932748,1.33144327499718,-0.880880749051542,-0.335391865087432,-0.0207137837513528,-0.432552362405223,0.705396024901387,2.04689825673737,0.341713612949344,-0.580214171410482,0.857449208473105,1.33225486597131,0.629122275665714,-0.100031312123425,-0.583770367248088,0.780746238936143 +-1.68082517809251,1.13831741291294,-1.52566125496224,-0.461292064141116,-0.260045525394082,-1.09177891751656,1.93598054914106,-0.877952515244746,-0.359754807585175,-0.691351103075813,-0.421404694194435,-0.906600669359915,1.04963830377808,-1.62563735740071,1.49890349401545,0.656277158906917,0.931985796378125,0.138311540488072,1.79961500263085,-2.23688295224026,0.185229581153911 +-7.04398170732362,0.501722988799783,0.241532766800062,-1.39746433138213,-1.45433114931167,0.109672381100653,-0.939416267457513,1.23923734977635,-1.54514504395011,-0.205806941309596,-0.243179228327365,0.110638772509745,-1.28219982812017,-0.476896922320505,1.07285535187596,0.633495967908841,-1.55474769743328,-0.324373871326555,-2.53974904944759,0.254746931439074,0.353041485073307 +-3.04960091625113,-0.0670427097681916,0.270759097086791,-0.667663711013327,-1.03228980115561,-0.410563410492039,0.390862023370278,-0.857974845452735,-1.82119916151516,-0.159117388192005,0.376174699978817,0.949724174033912,-0.340713914239477,-0.620935241247732,-1.15701617015574,0.925163792949708,0.761859592234226,1.46349993841734,-0.757669823706687,-0.800612138386594,0.547001636671635 +0.10441126912197,0.440053543479348,-0.381949950270098,-0.748840145729618,-0.109948928581105,-0.457627906312267,0.136530057477539,0.0738160889193284,-2.09574756532237,1.04725178736804,-1.3085131524252,-1.98150877679055,0.355726306385544,0.504042180624655,0.855202526503328,1.30389727294817,1.48365083936997,-0.763018462633146,-0.795617789857027,1.23251842950895,1.14508029502109 +1.14784980530023,-1.52196112080371,0.797680973835598,0.124462462434238,0.390559562912482,0.417698687754337,0.700256398344036,-1.11891445022378,-0.874894459453987,1.16075819838837,0.609041751155636,0.596113940751047,-0.531180304459585,-1.64801634042602,1.5811769043172,-1.24110016847522,0.633142687035586,0.700970091891534,-1.04581790555146,1.48148440590111,-1.61075796075416 +3.85241210665733,0.109621659006559,0.218643072263237,-0.0438578875157787,1.45762262682415,0.0917375869906308,-1.00482808464389,-1.37508441022919,1.03289049499424,-0.0382869634204079,0.00214894337705296,0.695426080538249,-0.113556364309164,-0.957486990940306,0.79222295359882,-0.567632437570332,1.05855331571623,-0.795913630030188,0.148838338934572,-0.350371220187429,1.00902917971953 +0.654247653144437,0.189044548616711,1.70016911803773,-0.0799583265563019,-0.989455077743832,-0.270622561184276,-1.15487604324694,-1.01884043390081,-0.724059551955439,-1.87855434576126,0.076161910646504,0.390575081120176,-0.300084771078297,2.22507151127108,0.834725073612547,-0.577993300106515,1.63420839732229,0.47143825604688,0.190207255144013,0.832582815408044,1.06755524063289 +1.32903452750498,0.781041199021309,-1.22742118219567,-0.797933345920277,1.32996327499752,-0.431431621276157,-0.946941655572556,1.05589193072525,-0.560261785886964,1.91444314590239,0.308122393662284,-0.686876997072452,-0.510525925424174,-0.627385266020646,1.44900116215921,0.423465386762444,1.44858361515752,-0.451591709742335,0.0198590620191986,-0.577198127113129,-0.976584509639089 +1.17400174245199,-0.0465093112055673,0.357954962297224,1.8282933076053,-2.89774287458066,0.67992374399673,1.9261130464873,-0.107424763038026,0.00777311619559465,0.68736905536624,0.0324861486060696,-1.16187214310418,-0.525958332282937,0.337807585720563,-0.171930991418516,0.548855399508427,-1.07395602567622,0.0145250892999212,0.133250844780957,-1.20900557226127,1.23472223438577 +-1.9286821983114,0.0957659305814221,1.36805336273229,2.74682074167285,0.284357337772298,0.875869901424615,1.30780694848312,-1.15108385725774,-0.523032759712328,0.258591655690601,-1.65792817562107,0.293776791585736,-1.07019181985425,0.76662364793548,-0.95473698581571,-0.63417798499902,-2.11087319990364,-0.875337889110018,-0.403505041589683,-1.08850083473675,0.0337802736103754 +4.07478826130253,-1.33525786575587,1.55797608797841,-0.0232182340597225,-0.11389061556963,2.22136817722224,-0.611170006353271,1.00263625960004,1.15147248661817,0.137467789548636,-0.813761144350477,0.820781653812033,1.03177735485906,-1.02647478134384,-0.151416976461486,0.354480788437067,1.31934518535317,-1.45472519006041,0.536982132765942,0.16571644921211,-1.55383738613238 +-1.90659121442295,0.548785906763871,-1.31459532329969,-0.792832265707501,0.315960464918269,-2.08977695728403,0.747016663909012,0.250082433090039,0.196086078293065,-0.858578372815927,0.0457107078750889,-0.27488243870366,1.21436850876168,0.448590778197643,0.983796953349196,-0.0809833726584451,0.242367366727823,-2.5906424937288,0.0990871245997517,-0.509503921743705,0.674066536831935 +3.34466298901603,-1.90524352442387,-0.549443445216825,-0.768453197022732,-0.0784486035880119,-0.810770668869081,0.218563801049159,-0.173275314861758,0.134427507528984,1.11717712172534,-0.756182093736689,1.02605324081428,0.51824606138568,0.854249247043786,0.922936758560455,0.843699143584714,0.314879316845913,1.55503164025719,-0.450904846500883,0.908892762913022,-0.442669074033152 +-6.98855074359928,0.204274368167585,-1.27004855263345,1.44222399382264,-0.333200045234612,-0.828442428030343,0.591159936547057,-0.888707020435311,0.285823237515049,-0.649392756952488,1.01466963709582,-1.58967231436161,-0.145903378922026,-1.56938379782746,0.391013690591436,-1.61835406523616,-2.00568442094165,-0.585482089070795,1.19629101430518,0.700818898221494,-0.530237780222143 +-0.560285236956621,0.408038985917213,-0.789441835643726,-0.314029135232118,1.81636209349548,0.383473948328747,-1.30452915420425,0.488613534974185,0.0280876385393359,0.265587233153429,-0.0555187020805979,0.203481300842526,-1.65956118385681,-0.433240762503459,-0.0340664351159659,0.08412178513017,0.575789722424,-1.98227374837186,0.891035812441135,0.95932735857137,0.506246221993357 +11.5240666128743,1.42675103863215,0.725251008501433,0.298651633126529,-0.0605896135932683,-0.340442153852501,2.42334355363594,0.649233320349084,0.870646722190929,0.194084502131781,1.77892902291577,0.0783708060159822,-0.187731553859056,-0.0130265971047701,-0.165195737845732,0.708850198826978,-0.92266961979289,0.80256239097394,1.77895025300655,1.13464791170772,-0.587862204905103 +5.00817690977853,0.92527077217127,-0.155483771751028,0.318903666316849,0.56484785817091,1.42778351119874,-0.658075749408369,-1.06268769756849,0.654387746142525,-1.20300968270301,0.442121960000978,0.84777997984295,1.60073062761074,-0.141628160504231,-0.164743230780345,-0.459141543414283,0.572964469814585,0.696434610728737,0.325048280515432,-0.388316554309827,1.40878542597976 +0.562000738459512,1.02432421695447,-0.984629133162785,-0.21522830925127,-0.409407863491336,0.896499882127266,-1.29195183458487,-0.039250978081737,-1.41911878667859,0.0551321691437888,0.444077710817924,-0.141617141158991,-0.147754162935777,-0.0830929619771272,0.175761343041917,0.180146652797981,-1.87168353541905,1.15135737043179,1.07934325631737,0.56263957119832,0.39940205732647 +-3.84311624078522,-1.79814212000501,1.54340312689858,-0.251269725098005,-0.324666661730193,1.14072839816159,-0.280211131454191,0.0530309518174452,-0.970673597637848,-1.38317034386121,-0.707423411708754,0.226227891601196,0.718481416927619,0.550000750340671,-0.785159247740931,-0.0476824839674974,0.286452011876993,0.787765769098127,-2.50997239167734,1.32863014182003,-0.577416923090342 +10.5276318112779,1.6023218783602,1.11887698670798,1.20513013281279,0.642889608758841,-0.48928505770082,1.36738181659251,0.868059341082475,-0.0185204028823307,-0.344184249748823,0.106141369786302,1.12748978069492,-0.70440681578709,0.178757860754587,1.40142904075187,-0.403459674494658,1.31662745809976,0.0167961687825343,-0.110627910810802,1.49535587200356,0.746658000720897 +6.47683080713424,-0.435433354565911,-1.91090484392441,1.88566973667347,-0.884047221587498,2.48903302407222,-0.916147352693754,0.327512592024778,0.717193652238243,1.99464872454514,1.08852215408332,-0.527450875343198,-1.26366147004987,0.827193748760941,2.35740759636573,-0.256857712670285,0.24990063408101,2.16109692351519,-1.62108193899001,0.650833908064074,-0.924740559907427 +7.90298236428978,2.64712003801142,-0.510196016039387,0.905901131082066,2.27340164385988,0.955681460522836,0.560774765640988,-0.000786522295360599,0.587637868070373,1.282421570117,-0.126806128591446,-0.815347153712712,0.695578662204193,-0.719657525487421,0.0934964074227032,-0.930008014473831,-1.19334523912451,0.101555698828444,0.25563099616595,-1.26326216538128,0.792617590724712 +2.67282167059071,-0.673749331588665,1.77783106976026,0.804810099152787,-0.977595451844026,1.37307598982827,-1.2608831122326,0.974813817028834,-0.413258411537662,0.416151426973357,0.292286096533422,-1.6110469843426,-0.172910211107847,1.68847790759376,-0.699024141781985,-0.378557016909609,0.728033873506219,-0.332551564748507,0.661501173641718,-1.42407799999854,1.0401465289996 +-5.57857130236546,-1.17881346835309,-1.12358007788076,0.437929877657869,0.898264385689267,-0.922900292924271,0.9898608703415,0.273902231563082,-1.94901225239214,0.0952768989916748,-0.0522858405500685,-0.759165860328932,-2.05128951941256,-1.15753049219239,0.541237207513798,-0.797540271338093,-0.254054291901164,0.590542187792935,1.81180691378092,-0.951480635284995,-0.186396611024723 +3.68998807363144,0.71355060508576,1.19342612720428,0.287144719416068,0.286392598469291,-0.620265236197428,-2.27585343183297,-2.30565157463295,-1.47861673981386,2.77871355661227,0.908478432062297,2.02591976378952,-0.608968076035514,0.500745335694356,-0.0041047270660118,1.31764425047218,1.75465494841601,0.638914068575415,0.954429429481081,-0.683873824224518,-0.462215023409174 +-2.74563182519887,-0.0121010645702177,-0.798449297290889,-1.07122844924924,1.16053009834193,0.542094659100271,0.505191872867818,-0.326028266841657,0.323343272846744,-0.688059542947501,1.31505539811909,-0.126423909055342,-0.927049605054349,-1.81268683522714,0.0812739470282367,-1.58556998064808,1.73836165358002,-0.907916226845685,0.670204246081904,-0.93581331137965,0.851043023234489 +1.97937697176912,1.25986965199291,-0.0860784739224728,1.37286363829198,-2.51408236181165,0.35935295753373,-0.601904226260696,0.40449606364255,-1.51429790059925,-0.86222420032676,0.394835403682533,0.686011083555661,1.52833965922689,-1.46495038419692,1.08566362774285,0.903844565913378,-0.267495640284317,0.0391869908396416,0.0636311299326858,-0.868559163045046,2.5774520483146 +-5.85228595828815,-0.476976798602349,0.106791184893085,-0.164234047792747,-0.680342856086794,0.115213760224309,-0.542132195790161,-0.355162509923119,-0.974763715709991,-0.886566288914572,-1.53175385483064,0.504759476618648,0.380548572491892,-0.583741144884369,-0.941601162412047,-1.07889887925642,0.813345849940053,-0.206003357955683,-0.530028313090187,1.197290449245,0.904070576204791 +-0.456037932941203,-0.942721046710143,1.30510783378647,-0.790949564787947,-0.755450445939572,0.425746148691103,0.916415630489406,0.14989944877867,-0.627474431587793,-0.831762338675915,2.45679469934366,-1.91492289924675,0.34025334187046,-1.16638744532083,0.839272781602768,-0.752316673425973,-1.36733203506306,-0.0565026997648929,1.40530359064774,0.835723486054345,-0.850446106893739 +-2.63394545291162,0.760675548441982,-0.996159490264676,-0.28598679834827,-0.0480694632133308,-0.95646581480258,1.61255497097755,0.958993987817388,-0.464135921861311,0.311530819444909,-2.1314285597752,0.583086145826809,-1.98552439261023,1.50804755901749,1.08524475168567,-0.170236634519358,0.68964369941491,-0.735276319948961,-0.0350849581561182,-1.92255772309487,-1.81771520938302 +-4.37990126268166,-0.249951423513271,1.29165117154488,-0.0731118856267932,-2.74520685428572,1.74683649329233,0.849050573307341,-0.612620563275289,-0.326482216172505,-0.532802929874918,-1.80380541042261,0.695863368919099,-0.261354573987072,-0.969451440620669,0.823247231255286,0.124703048264787,-1.15660933285167,-0.126072359183746,-0.539957424126879,-1.71472476091123,0.174594812119153 +-6.93049282723456,1.07886319082688,0.530919754319449,-1.30168865661569,-1.10058886852621,-0.989396920302562,0.338057494548753,-2.21929602803865,-0.990606016119646,-1.5611239711687,-0.93921607579767,-1.21271431629997,-0.609607790431133,-0.973246763300977,-0.271430839587616,0.797257197499557,0.194270470450748,1.7119889546994,0.700121166394565,0.573082354724608,-1.29563643688605 +2.55865047916784,0.642844233181312,0.0933852625809922,-0.520173868184282,-1.53638749578794,0.10949160135909,0.709982030543528,-0.236545520622473,0.524341182981854,-0.180426875346264,0.620631370379968,-0.872975827277963,0.377920920487183,0.363962291812465,0.268146392377093,0.322102861096219,2.17207790180634,0.651036513025636,-0.972313087259163,-0.509473437915041,2.07541644333783 +-7.33755616382595,-0.227594653880278,-0.0634807744330987,0.16423760195615,-0.99901070860538,-1.63145157330599,-1.34236515697656,-1.00674423078857,0.0848251263445894,0.598762296882588,-0.993796664811346,-0.160593031363947,0.78775150657364,-1.99185253385104,0.120487178476034,-1.85636355015852,-0.0664850317869289,-0.342058469788854,-0.792195002785919,0.832733533149905,1.2272972072213 +-2.47793884507225,0.175949524373234,-0.625516298496334,0.454481706610584,1.53912843780768,0.337970138671956,0.815254839276649,-1.132936374121,-0.941354257410707,-0.566852996013248,-2.42983592162347,-0.732139884145322,0.726653567738716,1.14201117464776,-0.703654388666583,-0.744236505081212,0.109229949591174,0.815490465196533,0.00817933503809952,-2.03351268297657,1.02651642285855 +-10.2592159885383,0.36861980927607,0.0395161645537832,-1.33331569142184,0.615877234431902,-1.23490907603604,0.222007559688291,-0.554617685601925,-1.27986303286861,0.800705934461792,-0.41008176304188,-0.681898081547068,-0.278014660209898,0.579206888573521,-0.354572641671743,-0.703995437814481,-1.29346620100351,-1.60340741937485,-0.858241499203421,-1.48580146411279,0.115798246072522 +-5.9956112984787,-1.16894944176609,0.615165823382556,-1.58815898693636,0.814108401328062,-0.290092162464118,0.211186744223197,-1.24937793379394,-0.855487696915545,-1.24631958961259,1.20487847648374,-0.698851116547497,0.638360689191679,-1.6963774083365,0.0743353834363799,1.71820032642933,-0.29105826570313,-0.0890188557424221,-0.655590492164553,-0.989930354071128,-0.565578182039654 +0.848206276521951,-0.579432534850025,-0.880885741748797,0.154913840960057,0.780152861512325,1.05746433702134,0.750937999568572,2.7864406300004,0.38215529964438,1.86855475743982,0.089829480623129,-1.94685556485648,0.791480424187699,-1.18775318361543,-0.103238037171128,-0.173685567205893,-1.89613644703562,-1.91237569689441,-0.698352631592495,-0.834452324058347,0.990229779894695 +1.12443128157545,0.297339761067981,0.703506099630157,-0.74721140508833,-0.525389424576025,-0.960778452985795,-0.200996116583725,1.56495656684646,-0.473523179844985,-1.31153713616829,0.246641257903709,0.916307230275974,-0.686394922650291,0.518615658574768,2.4481215293793,-0.484941052905424,-0.411813319915128,-0.337961090222433,0.299882507995303,1.16645907817206,-1.69171537396933 +1.29019770527719,1.8524483219266,-0.954889749473047,1.34346063528013,-0.0785538381645318,0.0927003295498979,-0.664605365019278,-0.237434076589124,-1.18965949773133,0.757408288396067,-0.291640795906083,0.683108292126603,-0.617488272478283,-1.51339353677833,-1.05662839131653,-0.723596552773272,1.84807579375961,0.302539328576312,0.392271419816032,-2.52182417301434,0.985705997406928 +-0.844278228625936,0.806713657497222,0.0707828017471812,0.364110193028864,-0.777912000498047,0.400380874050535,-2.66145485708009,1.41094560899135,0.341716893645528,-0.763442690452984,-0.0288097276480711,-0.721413311810764,-1.55003421031738,-2.51970638407353,1.29665581067103,0.534902453106203,-0.173002356093196,-1.01044894876992,1.09197533704538,1.12965445813527,-0.178329984832783 +0.99558608500404,0.488187457988525,-0.000499585657549517,-0.828371658076472,-0.520029664917441,-0.142181205222739,-0.410861005758811,0.361339523414092,0.403879103648665,-1.28098829809931,0.934188638177957,0.418378756494225,-1.36708815963279,0.54285478005986,-0.27017253691195,-0.038793333159448,0.446857884722078,0.731912376970349,0.561878492350366,0.205857227090984,0.771393722205289 +1.75863833987258,0.926501343556937,0.875726693351019,-1.57380174965548,0.851039075164706,0.806379342526264,0.251497538033729,0.0834950205362012,-2.08192364315784,-1.69584622825919,1.6463873870228,0.0175986577995349,0.106370781661148,-0.100081577291268,1.25715563292121,0.052622188240955,1.52518775504091,-0.623087461483327,0.36807140767416,0.0593606331505509,0.691867880847679 +3.48003585328969,0.458309895141006,1.19496668250855,-0.95646213504719,-0.195224585709956,0.0621910718984281,0.938507270286184,-0.62978998709648,-0.957056983108835,-0.153814056049076,0.912404356664178,-0.681436127119625,1.07797452489843,0.962499816253121,-0.315250018431444,0.993225852315262,1.40195756283494,-0.843491799577469,0.232543746191948,-0.184775713486065,-0.259146970508147 +3.58279654727354,-0.651943358441331,0.0905842568102869,-0.459494740590632,0.312693372555836,0.0607971478526297,1.60058581464809,-2.00053892000877,0.433701029475195,-0.358431615677757,0.945804188102251,-0.444200830063392,-0.629107446069604,0.67367920293033,0.790320001761003,0.512883083874933,-0.903727705613207,0.298057558808503,0.758697335117867,1.40333028349667,0.278607356698524 +1.48935409173707,1.21580446481486,1.64699730444253,-0.675685294155962,-1.0251464909908,0.3193372994584,-0.153095083924365,-1.79080125116321,1.23014301803445,-0.333267040700582,0.0364892567085373,-1.00248168067767,0.709585176729937,0.985714150500032,-0.217236138462603,-0.156761803225411,-0.764190621226619,0.284968431628398,1.70656333545401,-2.01783152708157,0.588857940076895 +4.3698461532288,-1.08650836185774,-0.180371589315601,1.84249074079648,1.00116545859762,-1.33664682889299,1.92187658105315,0.885234669429743,-0.25216292982999,0.0414748347321416,0.603849727220644,-0.271252020049691,0.217196199785942,0.836843722928897,-0.486631250999395,-1.15377662711756,-1.20143354874639,1.27326987663444,2.18109235802764,0.677375605237422,-0.497795525307299 +-0.637241976802564,-0.975103711959236,-0.0752637668204504,0.680505646679002,-1.14911051881978,-0.267052748982524,0.143916697053678,1.90945043216769,-0.698283858458603,0.71528716403024,0.0427454467064843,0.452029282228104,0.707209568310357,-0.221436464428045,0.536286571243681,-0.45156104493087,-0.242719861570784,-1.09825092337038,-0.310715636608751,-0.429867352192914,1.31887812780317 +4.76323897989192,0.313026312724249,-0.506650407861364,-0.628290077424527,-0.438160186721995,2.13466052407101,0.00978300215776991,0.200849047974812,-0.549725961683724,-0.942678698765018,0.0563366921340935,1.47669173771535,-0.697514650932102,0.721008901322241,0.192145395056046,0.350815131594796,-0.853637496008127,1.69230427907028,0.397526635439708,1.6245392874456,0.0130856911200054 +0.874480301708287,1.69153299141249,-0.160670932693218,-1.18202335280254,0.884542243713814,-0.390421229720603,1.79104756328704,1.68007329624186,0.766205982846453,-1.0840193314392,0.94816880627438,0.865521445283969,-0.213806253238149,-0.809428629904707,0.132057041960061,-0.168029638932397,0.494373151951675,-1.04348475585995,-1.97140207629991,-1.22214192443404,0.843742794502666 +4.07760585146809,-0.572387524709293,-0.989583712305837,-0.4961147182384,2.07198833404943,0.0740788881673882,-0.194904915663957,2.07829290691333,-1.19351814593552,0.224350587054393,0.499165153020117,0.084611218897023,0.144595253740123,-0.283561659509887,-2.01347219395962,0.434906266425586,1.40050188516806,1.57950203428121,0.734114252057302,0.482878710332184,0.0711665933566178 +-0.763818983204574,1.05126310270962,-1.95938534250336,-0.745913739901768,-0.303409154341783,0.349596382381256,0.0895940521450996,1.21632759017986,-1.73373908232791,0.700059266713192,-1.12478448681351,-0.953559195201027,1.91106712069063,-0.00996676321843096,-1.52045040109704,1.67894371961553,-0.779059724180469,0.285395876062587,0.961061822285934,0.0675881703525862,-0.035047881859582 +-6.23021056991171,-0.181254777367646,0.763466942643013,1.37059095605146,-0.264474373128969,0.787968133141059,-1.01650102631196,-1.23145686966966,-0.445567662740155,-0.0341908075248542,0.177484869308318,-0.784396603312565,-1.28660612770354,0.849460743781093,0.117073755192108,-0.689063240247755,0.301598714825628,-1.78188430899833,0.590997059529026,-1.8180609582371,-1.78333487368775 +8.30711840034743,0.4856470358289,0.577916822400034,1.57069446565055,1.35314715249817,1.00667124350187,-0.840395390856825,-0.575482156441016,-1.55167345416486,0.90251165738648,0.881030530114642,1.13970090544531,0.194945893369418,-0.58063708246768,-0.0172733909407497,1.94396681168119,0.628877034553781,-0.125179989467047,1.73012549328416,-0.162907304020362,-1.58694265692577 +3.75354726030963,-1.4359328198026,-0.124971586982402,1.73042479470487,1.55301647555051,0.161296058503519,0.412633648424948,-0.65808092003816,0.856546208581327,-1.78557993907405,0.0124806809027992,0.429635730054126,0.327216863788984,-0.180665441304077,2.45069637836252,-0.598030449130351,1.08211457213795,1.02022453737789,-0.160251923201327,-1.14760323328066,0.273283050866819 +-1.7478630494529,-1.06194105724982,0.66526963587045,0.0425904580613324,0.678241244488778,-0.39544381313109,0.619694752138498,0.778919435558995,0.082770337451848,-0.930475670822038,-1.30804978404531,1.14916507298276,-1.02436637437691,-0.595602275444443,-1.52356550774728,-1.18522644933417,0.529802667234417,0.666553639490657,0.839044036662849,0.176569638080715,-0.103728215836147 +-0.530886963585797,1.89260664099439,-0.956173245616596,-0.0511067817998242,0.948326301245313,-0.462494021175905,-0.337986299770622,-0.811931897799442,0.244559714368542,0.701309128251515,-0.676393529860762,-1.03896639625374,0.461631314708742,0.831537575745771,1.24186743559741,0.941275672506879,-0.328110588607274,-1.84925947554517,-1.84310556518067,-0.735624491060812,0.843356272937081 +-5.91473834401541,0.0244906964688613,0.494191285306459,0.00936928414706154,-1.61595987671467,1.15018181604211,-0.32401504642137,-1.56039784928774,-0.390663758649878,0.222092577514884,1.36430213341815,1.37757387127745,0.0503960410472398,-0.525920648120566,-1.71818039681613,-2.22016713249372,-1.24123222978562,-0.809634136489995,-0.141913846522288,-0.138384320451593,1.17232129193478 +-0.00956577336187604,0.0678537246666581,-1.45121614081958,-0.0688560248645901,-1.34297480660021,3.07898796994205,-0.889858147904359,1.71459029460565,-1.18067837134724,-1.76517179518883,0.0886097997106848,1.10956570067126,1.98864100756516,0.91087637726831,-0.840314108763949,-0.824254321255357,-0.0583768412539571,0.527210465830528,-1.03694392815151,0.0811205491294627,-0.0362005028720231 +1.2455032418293,-2.57241652175319,0.287590788099384,2.28610510272694,1.02552435076219,1.27825019657265,0.757538717064938,0.509317877139856,-0.439661766176595,-0.869549018712227,-0.371701785709801,-2.06670620270521,-0.93815464749472,2.63257999522539,0.387647806167814,-0.421900245610964,0.428563520275139,1.34771778596092,-0.0624489716282166,-3.52525928600167,0.30003120437969 +2.90117803865963,1.22029754835017,-0.829659896712941,-1.59142571735636,1.24429278851601,0.115524847592906,0.283078759968632,-0.874786020641816,-0.0257122010888287,-1.05320320021747,0.679417128239911,-0.743927679479978,-0.559505224123474,0.727344827138685,-0.0699959042636429,-0.147626249385696,0.658220183003176,2.05558152847918,-0.174737559636119,0.828226773110214,-0.26561087496159 +0.647531777986467,-0.133698950688569,0.395911703834865,0.602373505551348,-1.01364615324131,1.45561854473622,-0.759288783749716,-0.47787671573636,0.0143572255038293,1.17137545470991,-0.626976646066299,-0.358089537365671,0.292110307131108,-1.93024321359665,0.0507066637186493,-0.285543149658814,0.883483493714388,0.121513486869556,0.772627022772014,0.894496549351292,-0.342234404158379 +6.78877917685072,0.454623064744706,-0.83665776652091,-0.914974816478993,1.44235205044855,-0.617092936670099,0.0118317868908624,1.78932543183356,0.538590663595154,0.919023900906017,0.398177109665935,1.44951554794721,0.470272650105401,0.531869507006834,-1.85284735166113,0.0934927046232177,0.837254212588404,0.99300146519508,-0.333222597528809,1.01549352576206,0.248290293821027 +1.66029288441613,0.361680394687964,0.778756958311781,-0.308862036865522,-0.176114236409875,-1.52978631415358,-0.309218706015709,-0.196323249547754,0.871184397452082,1.01949417736888,0.952598121314221,1.0846432607819,-0.251556269396992,0.756300938610271,1.20851874586067,-1.56057555532284,-0.496772051546541,0.323176999810671,-0.344982938124492,0.621881650007572,-0.0342961567086444 +2.3252661436328,0.391416788935288,0.373288865179349,-1.96252437993981,1.08610218313689,1.01497233267372,-0.410476766569502,-0.164958854211042,-1.12648913029971,1.75439121599219,-0.716230781931564,-1.21905451747877,0.192637478827507,1.12191947206868,0.563977865194037,1.47347134557806,-0.124760399498134,0.649491568227562,-0.708503049890216,1.04042206788808,-0.431368287009527 +7.06739463947528,-0.402028028070192,-1.20178315960268,-0.608547578018352,0.712131431084623,0.621397688763842,-0.685538845334874,0.147060894655297,-0.185758130800978,-1.11481453091008,0.615728578315897,1.74226180348345,-0.12895917793667,-0.0192184202865896,0.498818455351408,0.0223942762684816,1.20166238143013,1.09373383672195,0.640006213366617,0.171865332589715,2.41124961909207 +5.50334726854472,1.88499762685374,-0.184587374421531,1.95571951242607,0.040102194923396,-1.09822343692946,-0.619928939211574,1.50205669272136,-0.303643707688544,-0.41389829800647,2.97188593844319,-1.37294641867193,-0.0983650174332898,0.697493548827442,-0.0243051025792097,-0.951227537361639,0.0215466425887848,-1.15762539818691,1.2813675200067,-0.00594870652100909,0.830077730605748 +2.64984614374031,0.135789208790574,-0.23702462629179,1.69766778475229,0.409628819174618,-0.998580915033774,0.641760812225185,-1.71269381778749,-0.874193273432517,-1.18690847969574,1.82230504730596,1.28506243415071,-0.0748934736005206,-1.17930694326207,0.977788874630736,-0.402166654380759,1.28875887999331,-0.683864886629279,0.306708189978282,-0.240389231854636,1.27821670638598 +-1.27709582138063,-0.169139109436975,-0.207374194895451,1.06701455230409,-1.19404157151979,0.195247446649191,-0.414282320917023,-0.818071501039853,0.854307717309946,0.268803042154482,0.917446814529693,-0.617659821116721,0.0784122039552561,-0.712289881808099,1.31126222672679,1.09720308123443,-1.58955744297125,-0.645923566487278,0.074872492126904,-0.90070152653782,1.01507197657692 +-3.08107910284038,1.62182543432759,1.38276402837467,-0.959896972366982,1.15306266353794,-1.30298132084601,1.76788518501269,-0.807412997167044,-1.04592985331783,-2.89049978555522,0.633828573352419,-2.00544054150924,0.748318903701933,-0.543326256471818,-1.09988290902128,0.604801398216312,0.641296428364701,0.689596771381926,0.502295089745532,1.21405315651387,-1.34829689473298 +-4.0717135189186,-0.373015352170107,0.0678916733436302,-0.754364925851885,0.00917217039023675,-0.1869199736014,-0.0868813250838824,-0.741219538786092,-0.78464247228786,-0.162683379655921,1.63636358877689,0.447939148359885,0.1033630715805,-1.30247562938982,-0.868840087992994,-0.0325641500148308,-0.229144535918755,-0.445412298183295,-0.168574752982984,-1.11260821438262,0.189100691797912 +-2.29483658344778,-1.34646402698381,-0.481280004952918,-2.03689304439285,1.14801256760629,0.928549216122508,-0.755427998822714,0.645347189371233,-0.173980542024602,0.762543518217709,1.44113933672938,-1.11594465639561,-1.35142577216838,-0.664712622656715,2.28451259131212,1.05312635718776,-2.14980067414794,-0.762377639299862,-0.157657102246128,0.529438023934047,-0.60063251429554 +-3.00034840014671,-2.08868073915954,0.225463641240577,1.54664248909368,-0.0750535917840942,-0.779249072577832,-1.51880727975678,0.214538119067099,1.27247815505478,-0.354556137287245,0.351859136084386,-0.835427764924628,-0.284871387496444,-0.262152847245147,1.93682491506669,-2.45096944068128,-1.147159439682,-0.568506488526606,1.16445178192827,0.0592762550969422,0.86174865136419 +-1.88265837872552,-0.101618342438391,2.07572726848002,-1.39457056699177,-1.65081891879863,0.490337774797286,-0.847757029078981,0.458794758503859,1.8476512394025,-0.265584772176118,0.28975634048764,-0.237927532263291,-0.2011540655433,-0.146230225271163,-0.214219993824779,0.188128434785638,-1.67063819816151,0.2937276323363,-1.06274915839432,0.642896485272844,-0.303786104767382 +-2.70000788455678,-0.594396000802415,-0.542917758410114,-0.656996389536408,-0.971433013812069,-0.208115632414522,0.406120861583237,0.114762245009596,1.0315150391712,0.491117185032038,-1.8325135013022,0.694243368198632,-0.594811951479339,-0.789003523985962,1.31370212056755,0.209823261442601,-1.54259176325454,0.683046776188876,0.249154520386853,-0.401282370648326,-0.638671099874603 +-8.26023239608051,-0.215893075123934,0.313968274380394,-1.01813509898059,-0.917608212768197,1.36008147726426,-0.859519499179849,-1.04861360709828,-1.05978272352796,-1.6553412838741,-1.45622321163455,0.689200344138171,-0.952925175480882,-0.820448984459207,-0.584332060537638,-0.579481099640172,0.561358270345354,-0.497153120710402,1.21043664729719,-0.410252590775133,-1.23273111073227 +7.43106336827725,0.0752599984630792,2.40045018117299,1.01560539914456,0.523826533015363,-0.124736846906942,-1.11961401965237,-0.0824047156930469,-1.92361436916754,0.0478275826466991,0.163097210753363,-2.10532635032223,0.807575514201781,-0.382940743971427,3.10849942140956,0.076068335478271,1.58564061868665,0.0413643243650835,0.582996165653046,-0.017907286278076,0.90419446003388 +0.723986223588317,2.1669253902978,-0.576681560879122,0.763617548089037,-0.330723265886985,0.640521475594583,0.406083124130893,1.44879951148206,-2.47065328077667,-0.377797832030694,-1.09018933582181,0.830067449851122,-0.956234874570988,-0.174336148751151,0.0481089055279837,0.449192692947301,1.49415665217564,-0.713766155987778,-0.83215416088311,0.123778775894564,-0.99150516063792 +-2.04324683191948,0.645404965401519,-0.322724298428018,1.34339855379455,-1.66609951637955,-1.03837337989995,0.106031812811402,0.853641914080047,0.787361734504127,1.56790153231319,0.950904332966087,-1.51878158818177,-1.82404225013973,-0.391333942429289,-1.56811858634004,-1.08131242846938,0.920510087925478,0.478975979709545,-1.16125491818611,0.745183658528696,-1.54375416561988 +-7.94231761944725,-0.197332650732912,-2.08537117508048,-0.223784922843955,-1.05119350252806,-0.149317793928792,-0.805152982430699,-0.736201418051244,-1.31309130706003,0.889053612580164,-0.0300220394653971,-0.765553263747329,-0.398853601666111,-2.37381191135344,0.239199225527815,-0.189987364792858,0.552473521545276,-0.114850004347814,1.04911506005338,-1.510494110995,0.662796487012241 +3.11765729772738,1.27367758192325,1.87993413727726,0.725658386152763,-0.168107244922057,0.595936015543531,0.287403347742471,-1.68407486374828,0.14238756048746,0.705705840167291,0.205312177060774,-2.05327821775121,-1.27342015047858,-1.53382564625775,0.246335162493591,1.1122390622953,1.24589418097415,1.6766280346293,1.46264360828793,0.359144948979467,-1.16494921804263 +1.46556218211797,-0.307339225196746,0.661916073824607,-2.20966500594967,0.748185326091483,0.86218890935103,2.16671410395608,-0.0577475923170729,-0.221864609756867,0.560447722373577,-1.3799689034271,0.766243363429719,-0.690620960108174,-2.09384193922623,-0.315154545354286,2.31587101606968,-0.39047814522301,0.557263061127666,-0.203350538081803,-0.321047111041974,-0.415447436460789 +-5.19904161071682,0.522021526862458,-1.54035612302891,1.22148660944082,0.385362668425971,0.229454458394689,-0.211448649978393,-1.28155894631676,0.694798034471754,0.614698791001746,0.841210867160342,-0.0815175838597261,-1.69627104574124,-0.142852166706309,0.944550595287282,-0.215603937857329,-2.13195351393463,-2.03270061835402,0.479889609284904,-0.821848329956732,0.305578911623181 +-9.74666201932921,1.16263285107803,-2.58762029369551,-1.36288287527714,-1.91101347617367,0.301504487713636,-1.40692150679789,-0.199454988327532,-0.585406759331907,-0.25321443771494,-0.858542877854158,-2.34613086339366,-0.500449345865548,-0.00804894063447726,0.892793640828646,0.945752168292448,1.36351787219359,0.295146392446221,0.202123061910597,-1.289817785146,-0.753660033766674 +3.00206543033912,-0.0928488805379818,-0.805753504954758,-0.84120096057137,1.72799019228771,1.12034669661574,0.858596899088167,0.842147163101729,0.821793138964905,0.532820332700261,-1.85002381779422,0.456259406854858,1.70034657221033,-1.0967719571464,-0.120032949339156,1.56855878261633,-0.0427731534133127,0.249324337681595,0.141177240291156,-2.24095483981488,-0.439152249246169 +3.28447647452384,-1.90194818212262,1.22441382205921,-0.462860807042858,0.544722168055681,1.38830565970572,-0.836220028746433,0.389913109818838,-0.127197144595035,-1.21603363895266,0.456896794110651,0.762576582669003,0.012342118155947,0.66761929114904,-0.856648629186868,1.67407700890026,1.13065358001713,-1.48523840233727,0.142278909051011,1.01992002421557,-0.00991163348082833 +4.51377750903527,-0.493266201603452,0.0161357649883902,-0.111495734842285,0.918370219670805,-0.0488524186349479,-0.180469930885316,1.29566458204554,-1.07090689723615,-1.81075801363799,0.945299913641313,-0.388023513535408,0.501603897753159,1.89460034206446,-0.153235698335963,0.593071051951846,0.864025159399888,1.03309858354238,1.71714828956312,-2.12007923267086,-0.778894887136305 +3.36357108530291,1.86369238711066,-0.796488048847463,-0.189810224286289,-1.78656705835475,0.865029664830206,0.315699029837647,-0.28676672817879,1.44230219722831,1.46980711456258,0.835773149225482,-2.08535101457844,0.876693258961095,0.283723360476371,1.25503434610846,-1.56211885437663,-1.34162001162663,-0.201194747802171,0.359420304444591,2.46369632090002,-0.870397207418196 +-2.46999482099417,-0.212808995894539,0.944600469709701,1.05835243301871,0.361195199115829,-1.41032857195463,-0.551185946042377,-0.630711129413612,0.564528235893345,-0.901111512914171,0.0411903511535006,-0.316129995728168,-0.313496871226928,-0.253890236191895,0.0142781691065088,-0.350832378610715,-0.784509782672556,-0.144993773810612,0.0371326629851708,0.541270210666077,0.389307972621947 +0.662018522636965,1.13666002123292,1.0694696960334,0.177804137913437,1.43897774216821,1.61933540385376,-0.665419470255531,-0.596394312837314,0.539438374497835,0.254873995437218,-1.3983526608787,-0.26488993947825,0.145302270142242,1.63364994140268,0.488035180066544,-0.506725817971194,0.623152175950127,-1.0026944983716,-0.279644163998764,0.105420478856157,-2.17940985625263 +3.04577468650025,0.442739450647041,0.136120689716434,1.12803063760325,-0.744820311728511,0.992111120969437,0.510255000822514,-0.254389815422135,-0.82772533388783,1.24678379180346,2.11740720917129,0.954877764730752,-0.0700932676869117,-0.138037546071048,-0.14513970099826,-0.530956268468208,-1.18066046614313,-1.46288958042782,0.627907341969797,0.272458237555676,-0.000747095308251313 +-4.61638943828676,0.0699044802717621,-0.98845341430439,0.225447419866303,-1.36862530465115,0.176319678228735,-1.15108448504634,-1.45380954659169,1.63005852412865,0.503758711008067,0.672030379434154,0.668005542632715,0.490644845320714,-2.34245017937073,-0.61351372803341,-0.0339500518496368,0.367485872862085,-1.63409386523137,0.772782672533953,-0.649681816969338,0.115185741468263 +4.39531358329323,-2.62588313737603,1.57064180765711,-0.228803494305814,1.48680676280954,-1.28680897562433,0.803472360477573,-0.913258837063336,1.26394115601101,1.31050716120699,-0.489087479512527,0.819521149658566,0.573825467710429,-0.703527048303061,-0.244324159449567,-0.47169122169188,1.27616789569589,0.798482182011716,0.00526824484865466,1.15389422692197,-1.0731574611601 +-1.85111827571645,0.716413833945887,-0.755107602634484,-0.55800437581642,-0.595562441643542,-0.269520562515581,-0.733939235656136,0.316664110240987,0.487680262999981,-0.0513228326243954,-2.41203334867943,-0.578445988594758,0.287873013171983,1.06984861367533,-1.06242141386466,0.276981213524284,0.867232655129478,-0.0223533715645148,0.667238359659879,-0.0466098043928906,-0.378218733996868 +4.17813225757184,-0.604611722160916,-0.158869153196962,1.53395058905897,-0.480389039246232,0.106306512906107,2.59861331738926,-0.171502587308924,-1.23233228456403,1.11465902853428,0.43072011786414,0.536477253283037,0.505898373655215,1.18943714340951,-0.544892891412218,2.10179198823664,-0.476256862603084,-0.896517353081054,-1.14304633406117,-1.17873111749053,-0.0730409642249048 +-3.50321649246322,-0.370584497674043,-1.26476361914929,1.36004100245477,-0.400457061336029,-1.06015901594919,0.656491041160568,-0.569162690491318,-1.82893818679553,1.51382820697192,-0.790067101700932,0.74255864005835,1.46235681915316,1.39379849161914,-2.5536274693597,-1.67451125291286,-1.1812989272977,0.579541684537623,1.29138563348001,0.504516887405111,-1.27899092806454 +7.09193159565239,-0.533668362189905,0.672788533486333,1.27133479722806,0.623865005597863,0.97155708378276,-0.184796696468913,0.48523357585212,-0.313571560149262,0.278409053156542,0.240936609696361,-0.259483453961223,-1.26971166385587,-0.00581610367424043,-1.24948356326991,0.17920498252603,0.511409629709319,1.12965833506747,0.933625103555864,0.974561249144053,1.40059262847899 +-0.695193142330435,1.81218653480987,-0.319643555699046,0.25362913875273,-0.688344531340943,-2.87856971214059,-1.28954135906429,0.197109772504667,1.22436162791934,0.0176654401636079,-1.41260187907356,0.510586582300495,0.00225576112794942,0.987470024108678,-0.114849485144624,0.701734404955232,0.309554435386112,0.615684170230441,0.0884353109979126,-0.0621501454425297,-0.835667124462716 +-7.74936909926085,-1.19630906994616,-0.0345229141492375,-0.999605280632824,-1.08124323543913,-0.451616587357136,-0.207531596098472,-2.20682142570525,-0.925841005905534,-0.0958043213899541,0.833579984895516,-0.195960073585038,-0.170758454064248,-1.07265034356416,-0.140478830723504,0.157508639504287,-1.20882335701216,-0.986783490544528,-0.240972299360244,0.978425936464964,0.484487980402619 +-11.0722349899464,-2.69176770525047,0.563213572953275,-0.841056982203578,0.405117918565264,1.56599688226398,-0.678924191770954,-0.230576483570075,-0.200793278832266,-0.595508885048344,0.49361404678817,0.523695980574308,-2.09212334189564,0.0808036014986727,-0.0356189873938533,-0.8424240470895,0.0977021023770689,-0.674544806162959,-1.07267255151889,-2.81728783998844,-0.90069567841836 +5.37546155419842,0.546513355631927,0.499544459805869,-0.786417664681456,-0.563354450407884,2.04948661396241,2.3506114983038,0.0787463301479076,-0.742466159082741,-1.1723210625525,-1.06030665745374,0.299835004115418,-0.991109088500767,-1.37388105410264,1.54956265105404,1.46493494615065,0.362564178133597,1.50564107840666,0.895992489445517,-0.263266157702652,0.88640667522902 +-5.45393903545374,0.768926409093582,0.34099189732386,-0.106630313496108,-0.953249402472771,-1.66575042845499,0.494930735579072,-0.355730944842981,0.219464457510053,-1.23667308221163,-1.11840813941045,-0.639615511438978,-1.03970558210169,-0.695887129606462,-0.28304980202748,-1.15234147810218,2.22227379916245,0.305778743548396,0.427927307752787,0.506490019354431,-0.822586089756195 +-3.65428559525326,-0.186757799251065,-1.93520969974483,0.216683679766056,0.560987553436636,0.0251957119813352,0.231668706153574,0.156891275593999,-2.72957736502576,-0.264343915180031,-0.56626845909641,1.62619058352042,-0.0601265053772912,0.778870750880054,0.0251517651616371,-0.367849201620034,-0.950044710244849,0.792711228179071,-0.0250325287600417,0.268214132507266,0.680723504307351 +2.51601565747361,-0.229359755418792,0.0494061896842119,-0.127207541489814,-0.432391484167472,-1.80310665752413,-1.47074595453302,-1.29188290680385,1.11950914570789,0.843174490630116,1.35206276390041,0.587403625609698,-0.130696419528767,0.658675055812102,-0.364585859620455,0.0915468937088317,-0.448049095434941,-0.537090665911854,2.77429767928137,0.624869342539443,0.0238289190654418 +2.3172849323583,1.63018563465818,-0.837572478823544,0.627340156775382,-0.336175640552108,2.49116562473348,1.23791532847934,1.12632747774021,0.462586949862736,0.178530757746436,-0.992159114776376,-0.29913602044177,-3.07399397407066,-0.360777255129709,0.631077286933126,0.0986513516096718,-0.770074712614118,1.53918803481237,-0.943982624048702,0.663004093702671,-1.25848767851211 +-4.90139749505527,-2.16467144096662,-1.32637122022688,-0.38634153690597,-1.09555172826599,-1.06753380580558,-1.24144931592199,0.922620899347934,-0.550639041507128,0.454347215834042,-0.219695815155602,0.595281183239736,0.268029143079843,-0.0450558588200582,-1.27978596629177,0.441214333510566,-0.133916125407919,0.153150725622877,1.55609382841559,1.49646243387019,-2.17603522712506 +-3.03731299630943,-1.07777603746419,-1.78634379143067,-1.42679983691513,0.346753491610133,1.5500210873277,1.01954956291027,0.231770662956421,-0.754668639500123,-1.98105106407748,-0.434431108720118,-0.325153773022721,-0.344025586428141,0.73889731512432,-0.491136712876205,0.548148724241318,0.242143482569453,0.934462799835362,-0.369937118637104,-0.370372403883606,0.325147750563521 +3.66870566551574,0.739114919951308,0.263703400741799,0.226453716423329,0.951409892785552,1.51869334762315,0.970278316510818,-0.382391923338045,-0.510395818457632,-0.0759899801026519,0.669693114035026,-0.636335292807429,-1.07055808349566,1.38037116633567,1.35149836110793,0.435918730048297,-0.619865220966844,-0.326268233008446,-1.01422446955984,1.11378254373151,0.523783393498026 +2.52243065203034,0.386608728066216,-0.829451847251965,-0.818594241391846,0.457098658464913,0.124612378179701,-0.0207233638669271,1.70146747297601,-0.94331906490897,0.236807291985412,-0.212282805108116,0.725813744477592,-0.353149403871764,1.68288968655195,0.269570117982331,0.431548860438652,0.214717409362191,-1.25112271645178,0.297848527182922,0.356485142530459,-0.0603521899736973 +-1.77715988878596,1.29639717227091,-1.46163477432866,-0.847152611022594,-0.358693456353217,-0.248471904496442,-0.296312140778656,-0.335156957260227,2.60026314575235,2.34349501397623,0.377183474662827,-1.22704006723209,-1.65595960828554,-0.438965213095607,-0.287231187858231,-0.442527111538193,-1.881713477439,1.44488696970783,1.15900617561329,-0.587853341983705,-0.605832450335392 +-8.06678682032856,-0.803558357507768,1.68399017929831,-1.98433255043212,-1.04586135851833,-0.241933561509773,0.720773896172805,-0.982257676935325,-1.35041945357195,-0.158164639145908,1.07001495815866,-0.50640708587095,-1.05538012410511,0.0233930740442069,-0.95761019580963,-1.40085758333972,-0.242655857968694,-1.15271184305517,0.782496706214892,-0.443832824046183,0.0352338175951984 +2.2448389163804,-1.60262566858643,-1.54432428766027,-0.81277877157105,0.307534525210912,-1.25977007320621,2.0701403634163,0.750322528347224,1.24044885570017,-0.530695739483971,1.19623002429572,-1.2229180140803,-0.0685325353522425,0.780916230942088,-0.353876653673528,0.795884683531765,-1.43386182056616,0.756741465100729,0.0762643435455491,0.928951786144959,1.87374860254992 +6.03059905293182,0.933250970552304,-0.190887125460486,1.46167073117026,1.99438757203435,1.1458889912222,-0.446201401012972,1.72206324260395,1.36132287276153,-1.3297094199412,0.904089689915717,-0.58376683377087,1.1482807206908,-0.181220118260237,0.366958248908603,1.14348340034986,-1.63036987281178,-0.320748111052469,-0.440016972896172,0.96137870369653,-1.42000871895359 +-12.6827976108127,1.80608925390866,1.01621169819324,0.613292207107378,-1.83028883299077,-1.96662668439875,0.29507647836728,-0.342361336211303,-1.56033977016752,-0.463241390830913,-1.17848778681783,-0.484765544609058,-1.25491142671293,-1.64220375960619,-1.95567461332103,-2.53654380861653,1.2519732544932,0.0702454017773291,-2.05821112255236,0.826462529680962,-0.338256238767374 +-1.74393654027871,-0.0565036325646403,0.547126202044048,0.299415381274695,1.34431105525725,2.3837927490591,0.508616983876846,-0.0626263417929521,-1.84642421611688,-0.866189552364219,-0.279107500983331,-2.47170022329647,-0.056365585730872,-0.900019722562084,0.32525031820324,1.29944683297483,-0.374220810640816,-0.479325415972569,-0.343725413452924,-1.67085644315362,0.45996198853861 +-2.90196726063313,1.88591131889724,0.755154007700156,-0.480336385395356,-1.48069293640408,1.11630763183585,-1.33743154548133,1.1293826083728,-1.90616373871103,-1.95439794372281,0.163782165166189,-1.63199645565134,1.02428092676045,-0.439953200637793,0.109397093220559,-0.420985923365744,1.80905380341396,-1.49245263777544,-1.16897904109142,0.267999564429009,0.853870958532463 +-4.61358167685589,1.57838342842404,-0.419804196586658,2.45683627606723,-0.717222090377396,-0.945571115598875,0.557487410435768,0.313846396792281,-1.25045840837789,0.639393258886004,-0.716415685678822,-0.57153939506002,-1.81403642791729,0.546976043905044,-0.564381117822039,-0.553156367854468,0.442806472068999,-2.23620191454394,-0.544017671983151,-0.306003508507103,-0.0516020244255863 +-1.99423586696558,0.502284624314142,1.81078206202833,-0.738860871915999,-0.80048855543574,-0.536495647684404,0.457819972069097,-1.81763374549774,-1.6269459601287,1.54496585396077,0.466280754420497,-0.308476412662642,-2.51737441927839,-1.25678352246462,0.41964348935904,1.68311295555519,-0.0429611947863159,1.95004092598249,-0.335833031142908,0.804498262107655,-0.0814553238970991 +6.55902089377203,0.429914212555579,-0.110802355847828,-0.554979549048751,0.50665933180226,-0.546247081370732,0.467892380755993,-1.77904406206381,-0.785574384791363,1.43142233528434,1.19754139920477,1.74143454462252,0.99266954750935,0.478338216872839,0.573961850454989,0.732629125798827,0.150973088950018,1.75542569031242,-0.417155172274849,0.0271749926008198,-0.522571111517357 +-6.69127699977125,-1.26564552888479,0.360255449915776,0.295984320247389,0.762776224745738,0.882383754459089,-1.08419949240125,-0.127080502999727,-0.883058020665097,0.171492021356313,-0.946769760272672,-0.470582078288335,0.352788398676722,-1.83706018229787,1.26524299783391,0.09841426427642,-1.94668865489533,-0.266197130908996,-0.00527827911154636,0.757244008576893,-2.28389404701965 +-4.78174696609224,2.23623233054553,-0.106309479570846,0.693950725320464,-2.23170875506958,-0.00744662663217427,-0.0311300123093365,-0.587447657995852,0.0727385088928755,1.64383256311517,-0.193415044547388,-0.918894318413126,-1.2914094074802,0.0437540755618862,-1.38991992529157,-1.77153772104122,0.0414526557091122,-1.706678070289,1.10480193258863,-2.41172766912379,1.40699024999394 +-5.32076996673885,0.331968377856512,-0.69271070829379,-0.552631687307567,-0.0562743538357202,-0.307454720373209,-0.490785328965947,-0.711550824406061,2.18188561555315,1.70852501797633,-2.11213225236965,0.826619041236863,-2.0594890425019,0.170363320553788,0.589488822786667,-0.984404705159924,-0.293739670478967,0.41731882921175,-0.993412897109586,-1.49753299013257,-0.622847576264277 +1.98649771496258,-0.139282385567736,1.05654836603028,-0.105254912341194,0.990044909143611,0.153863150102228,-1.03936772284564,0.35854237742732,0.690311346892304,0.69281307774483,-1.44977330605494,-1.03859390695891,-1.26417896719173,0.0383773724870995,0.994321355776398,0.180347740969887,0.138868161198139,-0.312577304891318,0.526510519521336,0.00047469079386869,2.1201326667926 +1.79032800789368,-0.734593825625815,0.763626970500598,1.14565175138189,0.208638694117695,1.0178795270999,-0.560797037342163,0.585317041869425,0.112213151542052,0.819698793874292,-0.139730822992954,0.993666676563323,0.47431545169384,-1.41883305546154,1.51218158430834,-1.43533158640522,-0.405918109055605,-1.6758435203558,-0.627392656444741,0.816288501758901,0.875319776383555 +-7.89998206367386,-2.77759276392393,-2.23051432165733,0.196891097796718,0.506034343525748,0.686718294485594,0.605677677244355,0.668758986906472,-1.82293663585166,-3.58585495570881,0.0144959818419754,1.62466357870711,1.36346745424575,0.615747390422329,1.03295247244346,-0.922492800571799,0.152805416110791,-0.27203420888878,-1.5072476034323,-1.01271176135346,-0.570961253309696 +6.8018221132178,-0.322853958783463,0.392795258862341,-0.515387898300263,0.121883622006187,0.466791884446924,-1.11633345142702,-0.266673319967574,0.514513264883119,1.11805670804716,1.35392289434507,-0.446860485769624,0.891499432138614,1.26585618937379,1.85790516644102,1.32747809962618,1.35270002337606,-0.548145048222427,-0.517911067624481,-0.569113986763126,0.99961048193932 +-7.39996434821091,-1.03558647376593,-0.763776843669467,-0.442150010637107,-0.705995690441977,0.868630524848699,-0.360640949927097,-1.06275284661772,-0.765152321071134,0.465267856547331,-0.81198112281189,0.394425126340294,0.303210328858194,-1.3983065929968,-0.116271419245941,-0.72615822423795,0.103759641057877,-1.6239632711239,0.463450485009856,-0.988489404230098,1.09253905534202 +0.981935605048637,0.0547526501967002,-0.160173690861392,-0.94931405685029,0.475891353843644,-1.04347592178535,0.503400106690487,0.132148868451771,-1.3384326670208,-0.721602877305601,-0.123152678319009,0.444765079099437,0.0921314414464855,1.72871388505781,1.41202576280521,0.822611923439503,-0.328480160874002,-0.139283579706874,-0.288726998071135,-0.434021027305586,1.48387197548539 +-6.21578607370482,1.54368491874942,1.38570159943181,1.30900918790688,0.601477734493092,-0.607690766953842,0.34058267683202,1.14039911225746,-2.01732653887724,-2.17363339129363,0.553829384786221,-2.28242008891543,-1.06279314778538,-0.833933182172178,1.77737159086911,-0.697699348852212,-1.45331283327464,-1.17250921445014,0.477436536650486,-4.16372290794368,1.7090196754757 +-5.9596322258978,0.964446254365306,0.0984408543730287,-0.737739090014006,0.769949250879504,0.302666732837631,-0.675130013501984,0.432253918706832,1.2820092661538,0.418244207769043,-1.24147557631331,-1.14885898990774,-0.905254986845036,0.30201403730988,-2.34572968599134,-2.22316473519188,-0.515875869211652,1.13454267511089,-0.0721624455617284,-1.60280415864478,-0.424442812954332 +4.46060599443534,-1.83230284878881,0.633756275304935,-0.16784280239846,0.0461948678681355,1.07388183347709,-0.461609265730117,-0.402262522967367,0.813572230492926,2.59367367370027,0.382418894786264,0.272788367206249,1.21009838206716,-0.499370482882013,1.53390914979281,1.00364703769611,0.917792212876742,-1.26214632466235,-0.00790802242333759,-1.45234163931002,0.79355638089916 +3.23560749551225,0.132961342686625,-0.549741859038556,-0.722058525582998,0.985415822785622,1.32711016472644,0.138371269717351,0.756574553603847,-1.73575646905895,-0.506430059522636,-0.502252585617746,-0.609074876597499,-0.437145368116812,3.04603187616268,0.615181752023656,-0.101981601756581,0.873792126209697,0.378300723150856,0.850719548697081,-0.592764695168791,0.0626748433279188 +4.63168647731517,-1.03340203846113,0.630221206947342,-0.10121562903491,0.764242784630208,1.35485923870897,-0.539753485840977,-0.609473451800511,-0.343742652058396,-1.34722925969833,-0.859670404314911,1.36343700896324,0.539723075017684,-0.885317081464195,-0.93301379458334,1.19138007976488,0.422927111448084,1.60327949651323,0.449248949310798,1.54589658932817,0.822788387702715 +-1.11048267180858,-1.72828721339192,-0.476780817075594,-0.330809735156308,0.658453896560748,-0.198505958154576,0.80391887992441,-0.94328238139464,-0.728761443016163,1.16960235948607,-0.613659515219007,-0.0302246945203206,0.136942791985444,0.0264457357441369,0.871847680586909,0.30120638571687,-0.804536316810714,-0.432554147588555,-0.929519513566749,0.0578211703835339,0.624418118143706 +-1.93740998135244,-1.15987103180553,0.254120685003172,1.05090319858346,0.283733068587204,0.0954523110945181,0.623744523888731,-0.192390051761014,1.36911929740834,-0.784365727456226,0.108074569486001,-1.48075088628837,0.435143610702854,-1.53208456601194,-0.126461110707258,-1.52724442091533,1.02423648035977,0.410075880323014,-2.17470446294973,0.47354131435839,1.40174539865937 +-4.34366163246527,-1.39344360096616,0.579352661923954,-0.552620659008862,0.644248410015882,-0.859914379704219,-0.212696821341166,-0.284922748139262,0.450909316451585,2.07796322030021,-1.67897342182293,-0.39300741743376,0.723625010651747,-0.635561125525004,-1.51672241243389,-1.20779150592966,1.53818346635881,-0.0535028523010429,-0.619635894525844,-0.212650830499133,0.0282636976020513 +-2.50288387913092,-1.00193144531418,-0.598828550361378,1.91597876270862,1.25251005612352,-0.545718778589851,0.806428271538288,0.69888168620439,0.381651750675853,-0.683601908764663,-0.99854884116497,-2.49166324001547,-0.159597292285027,0.0573587534425842,-0.530039410153619,0.797904306396726,0.260874371346494,-0.127133077917584,-0.990160266352657,0.356250091813162,-0.407533984344077 +-3.42544083422465,1.34839194301861,-0.472780486500831,1.09562024902997,-0.0233660437829251,-1.60873086825612,-0.530049426045236,-1.4036957415966,-0.400202054638271,-0.55166122265625,-0.481881319469771,-0.193304108724206,0.987247069733759,-0.553429130525176,-0.541412353309601,-1.0560029547965,0.188681300276271,1.25237195771129,0.347805112052856,0.227152163288521,0.808053176665506 +-3.40519153261882,-1.77583638741353,-0.26709938119586,-0.0601085848267723,-2.01327223426809,1.02686021454378,-0.60282069848286,1.97746382237809,0.983148016695056,0.142325604738174,0.341873904267529,-0.119225803610082,-0.138746572262729,0.360581963299359,-0.835106903265812,1.28088367539081,-0.745289218936548,-2.41767004466344,-0.36550681600327,1.16691987949103,-0.868283213325718 +-1.82437051669807,0.370374694188887,-0.0910015639654721,-1.28018307543205,-0.448587640783249,0.509652364044581,-0.941040514502098,1.27304900363129,0.175444703309745,-0.12795118266631,-0.327889176575225,2.08890997929737,-2.26166802655124,-0.263910775099782,0.067334671951796,0.474676423618575,-1.57428848462194,0.365248142743434,0.22497589343175,-1.19398994936181,0.532540716708404 +-5.02441934906706,0.0419605863244238,0.513792397163071,-1.47203383164489,0.147379957172259,1.23955586220755,0.203987354120079,-1.12780916985501,1.00040918125235,0.648104637974931,0.0306003905401658,-0.371127065369651,-1.22262900858882,-0.966454787330425,-0.39771382564149,0.20952733514313,0.543634311316099,-1.05606635539133,-1.96401727041138,-0.995991045926652,-0.260723530303174 +-6.54639701744637,-0.132750488298142,-0.219308575817883,1.36433424857773,-1.42863246029192,0.159947760307531,0.169058707193876,-1.17756904278636,-1.06888003657031,-0.143263707959005,-0.634284453247419,0.525999434622948,0.797627643071605,0.510057624976225,0.760839780615361,0.704061072509513,-1.53801597435778,-0.570609369932756,-1.72046338438234,-1.19511323812799,0.97499556174611 +-1.66528425326287,-0.0139420252131676,-0.230545069950989,-3.00706393325332,0.622617639191215,1.28407560556783,-0.0643329243151909,-0.223543253759109,-0.0894392083342394,1.42895057159256,-0.0127610045462077,-0.871079840197625,-0.583329213329226,-2.10429554777581,-0.304494530923508,1.87869360088046,-1.57763397639319,2.15441945387789,-0.552022894582642,-0.13565457181751,-0.554368321828032 +-1.22397064717731,-0.366039300431897,-0.163050216828543,1.46893767816892,0.629960691716046,-1.69261277071304,0.458115087873523,-0.175971049408482,-0.214584802111288,-0.205661542607821,-0.331442805750185,-0.500860482817842,-0.989858935820773,-2.05848155350766,0.631533933084515,-0.086609239136669,0.565123121737217,-0.547661197884934,1.60366173282316,1.71206556208563,-1.79327456869853 +-1.43832836662375,-0.105173946166973,-1.81816790049371,-0.712189444199272,-1.61841300824693,0.0679817733613502,-1.08097143640404,0.488610366812943,1.70784418912132,-0.787736289928059,0.0725183349787112,-0.0331953643820578,-0.678454198551041,0.393955618679288,0.0968388829652367,1.3384409237034,-1.46293397602074,-0.572005461202375,0.856746236674044,0.488052889042536,0.244408086944989 +-1.62853903207568,1.66024437713918,0.855187453368001,-0.177239517902278,0.532151011379159,-1.20430792109966,-0.25535312234013,1.1933120198921,0.438231624020963,-0.353615646815666,0.124560171286903,-0.644575351341749,-0.261125207295416,0.478263307814098,0.195161856280647,-1.98954601343388,-0.789751123515688,-0.856389310505071,-0.829690979859441,0.230606006667714,0.293702555437474 +7.07587129782365,1.55507762193835,-0.780880604750169,1.24135077789859,1.14546713563367,-0.217080459909433,0.266146287402431,-0.523664051398932,-0.270820820182257,1.52713697992572,0.287383078632516,0.656542115665444,-1.76751215134198,-0.841976020597611,0.920892576068127,-0.77993267715571,0.627844347508954,-0.00301521518548617,1.2776283290894,0.888391429952781,0.968512275974637 +-1.1607141998389,0.443204940808692,-0.742919175629776,-0.714457697812971,0.423689213899683,-1.96383359936403,-1.12502530733186,0.957727840561211,0.377857735221057,-0.144880109686586,-1.36167075594954,1.26024222248265,-0.0174226773773783,0.774076373787298,2.27245185546092,-0.594902489013019,-1.78160067295668,0.312713048542158,-0.160047131848111,0.325363183777862,0.184253271392936 +-3.40205654109091,-0.43866672142978,-0.122379951265925,-1.39931469882698,-0.287837879706569,0.353462157446994,1.57186724495593,0.623081968348901,-0.954407682696609,-1.48178819510627,-1.18164307166099,0.719660045357069,0.0251283507960064,-1.940933942015,0.411685479774929,0.814283098147898,-0.508114929508606,-0.575506583233174,1.44998667112419,-1.45464358286375,0.341437154769143 +2.4639613251963,1.20986845535591,0.613778889216689,-0.513850280021122,-0.995058302623774,0.489212708961972,-0.645547000044684,2.29216199804062,1.8936974890637,0.382022591028704,0.0370159840612686,0.426315869955939,-1.05000893053963,-1.78146993895881,-0.300653580822301,-0.251614416370578,0.683503692247259,0.785107043532238,0.900011552849119,0.425811143486921,-0.931442997764431 +-4.97214474029858,-1.42292599485884,-1.66911349758814,-1.42674553940545,0.378966831042453,1.58158552989432,0.455538595742263,-0.643865653844495,-0.00293358093261851,-1.24167125355709,-1.25118660185737,0.130259057544993,0.127885568010664,-0.564740028429408,-0.0329942788131846,1.1029479800282,1.85694044414641,0.0458991338619614,1.28188140904499,-1.00083543806481,-1.3193087129886 +2.10658513535858,-0.0588976635320806,-0.294490110860366,0.243737942527324,-0.0391039112327003,0.33023112849162,-0.371323752476506,-0.31839494341767,0.878623706569204,-1.90965810463207,-0.28769248816489,-0.462882135412517,-0.276144284705835,1.70537408573804,-0.332916120847281,-0.271895732536732,1.25248254076922,1.18856917978744,0.370010663467404,-0.885607533642466,0.759968506949074 +-0.2747941274451,0.203736299198387,-0.123497597257776,-0.974526169979148,1.67215876871262,0.450639677062121,-1.13906349890288,0.208821001419117,-0.0326794505983822,0.568958706053251,-0.205952633115292,-1.89589412184717,0.870608292063818,-0.67175942769695,-1.2229612414861,0.283959306181658,1.46203401799696,1.72419840115912,-0.188217120915915,-0.865525059376915,-0.189016028950529 +2.55193544155033,0.743010635466116,-1.40277821012103,-1.54961429077633,0.592080014314978,0.504957999353775,0.113996337711511,1.15497976358508,-0.531305945968319,1.97848424577708,0.712685169191966,1.21695785157807,0.714253854068833,-0.721226548297041,0.218547544749038,-1.98393765932911,0.142434310027243,0.591387386006137,1.40568441206602,-0.708312348814701,-0.34756577651668 +-11.6921178460911,-0.377698933065141,-2.20940398994944,0.998443119744125,-1.8783464587326,-0.407324093634374,0.0431569372045286,-0.527578202217381,1.96678188660304,-0.204309888035243,-1.04851225269203,0.561148349779377,0.302729107095797,-0.700944742125939,-0.949792735996364,1.15496323076644,-1.10346608758148,-1.28804575220785,-2.10953324469887,-1.10197474766396,-2.65558661944423 +3.90693853415111,2.37868017675574,-0.0213532101563942,0.056592654942828,0.582512805502983,-0.214560086954816,-1.14934056612945,-0.822948403952345,1.09544922102715,1.36038023711211,0.90559217344844,1.77481902730854,1.00856626263497,0.0298619495493378,-2.58993968228779,-0.746427521913235,0.0884712665773207,-1.1775917307524,0.128271577450278,0.968271248086383,0.242122392162719 +3.76143213863862,-0.88793195704281,-0.634197571449376,0.662227744092596,-0.293744124299893,-1.38527914062362,1.20074908936615,-0.515835982900597,-0.135271415026138,0.497864162927349,0.681120886791773,1.54557664801937,-0.649090131155946,0.286846825193759,0.0831551667436532,0.712001085670327,-2.25109652890634,0.0289750193367332,1.47701410154637,1.22734281822751,0.481919367755434 +1.64004632276176,-1.03607624964215,0.955224854254477,0.72904552925232,-0.883864755232935,-0.228444125518291,0.222914337609932,-0.690064391241112,0.0385472913549743,0.896060212139134,1.24646888625448,1.33742983636293,1.90156495048084,-0.695005955770545,-0.643930280035016,0.446948098036315,-1.54227996942736,-0.121719625693658,-0.116984948718749,1.79095170344423,0.359235777498932 +1.09570374236347,2.36778642255211,-0.861116791005376,0.35753515697862,-1.19856241267956,-0.705820668215166,0.0898290766797699,1.89088688739954,-0.645929971635471,0.29297401369502,-0.444218905879848,-1.36014080385065,-0.577616910113973,2.25226063400659,0.159601311898603,-2.51509639234187,0.646208138350281,-0.383223095530581,0.0323064954167573,1.72974001066382,-0.445240471078735 +3.224482706754,0.561154039809826,2.59379693444951,0.04597389584215,0.53028870292177,1.39637571093001,-1.32115587295999,0.105589201985647,1.26553458979596,-1.23890723820666,0.075144015921451,1.14848219642908,0.136233615021715,0.87735053803257,0.331917513666237,-1.05044358045613,0.00322653214766566,-0.497383186575978,-1.38493286568268,0.62111120284282,-0.347500515788456 +0.924102461865825,-0.445940052101709,0.46473517002686,-0.438211604272781,0.514007860788005,-1.74370667948884,-0.271928777692803,-0.258532689609855,1.21448179733676,-2.3580092352919,2.08283176444733,0.545414011407721,0.00805964952063546,0.208209969944883,0.0327084228123968,1.62419629131821,1.21076810628291,-1.7807041987404,-0.753657882819192,0.367283065857113,0.626040342421466 +-2.38092604661186,-0.934416511347304,1.13100981979751,1.35901629438502,1.24629181880841,-1.40247124136695,1.2560649874542,-0.836034394880529,-1.43023722982207,-1.36854461064149,0.0860382426505981,-1.71254641720404,1.14966087611808,-0.966799357439238,-0.254564677573303,0.598947746355036,1.30019112383601,0.0797588169400303,1.34962734140028,-1.20164518515717,-1.21121802507004 +-1.38295207843585,0.479501557165675,0.434355220298645,0.370820140581384,-1.62044644606284,-0.773223351903502,-0.306699027663043,-0.52452989129326,1.17783805620722,0.337883065205802,0.626088907181472,-1.36002839912653,-0.0731683812836093,0.18275312765099,0.423610447422751,-0.346401651795376,0.883772789377203,1.64874738522534,-0.254014421455368,-1.78403989167541,-1.06463584853217 +-0.872311753945836,0.236980549756448,1.31919683598417,0.944464121121338,0.63772406239343,0.684991122581482,0.901141279825376,-0.0709188142258065,-2.03063447344154,-0.782859652781245,-1.12572214144872,0.129504216037386,0.135015218461835,0.391321998918583,-0.373790364887496,1.08006404480719,-1.21597186582778,0.129751743369928,0.313848262780545,-0.0291000510473867,-1.03467016687483 +3.08933394226149,-1.33940240798188,-0.273709509690191,1.33033617718832,0.377860462124853,2.7612548334339,0.0118895119978189,-0.837472436025558,0.0337534800958076,0.558077693385073,0.133939731796591,1.30974554533912,-0.892914569797364,-0.306974097863459,0.00780366579450897,-0.688206018549049,-0.14773220821229,-0.484171556172867,0.629574139432833,0.248444918890134,0.360168172133249 +-0.0428866230982562,-0.10742903346503,-0.354558407543671,-1.06420256758434,-1.78586933705556,-1.17368215178452,0.884064241550136,-0.855121042407064,0.484291942117366,0.322603745828954,0.249755129977728,0.363782536303117,0.636880281606297,2.39812411993276,0.0820009619417357,-0.800922807363743,0.188261457522589,-0.28639071703329,0.754553244757018,0.242843942837394,-0.18286149865303 +-3.01908975952987,0.577723123936115,-0.311284599687752,-0.956567089113284,0.715295983405146,-1.21056012162153,1.07133877480252,0.531345391896244,0.8563345158061,0.909614096905623,0.902113419507631,0.400447348756912,0.459542503607816,-0.634992284441262,-0.600477979124496,-2.47071480774156,-0.366947025459374,0.368174666579452,-1.60781721923378,-0.528339912252379,-0.510760616875588 +2.66026733423461,0.45405688085794,-0.196059079943148,-0.0260850732248512,-3.17619633524688,0.854809435050117,-0.794446002575477,-1.03279053054962,2.733685951355,-0.652472351473223,0.752754584391601,-0.196800005159849,-0.907650845735345,0.168708054406033,2.07017679664584,1.22677875865232,0.930580386389885,-0.46691293747551,0.21929222027887,0.831548171880281,-0.772726513491309 +-4.95122666468388,-1.19032283130216,-0.244633783917724,0.113619155162792,0.559192362723911,-0.207941347202471,0.800259777866518,-0.058225274997497,-0.225676262505289,-1.02390515664945,-1.0417140829733,-0.553543394582958,-2.25594528225364,-0.572775902297037,0.799034690635102,-0.432986935799008,-0.749788202651337,-0.284739081213624,-0.0227588461183078,0.602869260552617,0.181121685149874 +-1.22560810966492,1.97320990296075,0.271683638334078,-0.821680675736261,0.753937488312502,-0.301848775589384,1.35963995297618,1.56674200927709,-1.019288121942,-2.53610827479894,-0.655710214178175,-1.03204540733534,-1.48164737219053,-0.105958994947141,0.319193797811158,-0.587280470455966,1.26761264597154,-0.965896468164204,-0.417646671726363,1.17855861955415,1.29151444381969 +4.61141982564873,-1.07603748329362,-0.594859226991809,-0.435060522219348,-0.105946733158401,0.659322012836476,0.616626733029743,2.01920310081733,0.667816373714923,1.33200251456954,0.311816442714078,0.304941193394567,-1.43083719027744,-0.154428466734882,-0.112291811115543,0.8385448959503,-0.0767088926991812,0.851206516673957,-0.247025411723689,-0.98862866813277,1.28507267385898 +-0.748712352157875,0.193951163597338,-1.0335520249875,-0.0819263239003489,-0.0920934490012491,-0.971425584982473,0.779300114363714,-0.863925768611711,0.710029733533388,0.893034559320421,-1.55129424834151,0.768310433079005,0.158303326671681,0.0830827015131498,0.359459783808265,-1.57862669137853,0.148788253945311,1.43274376807875,-0.0179737266405008,-0.58722249549693,-0.337032949895821 +-8.38497885061324,1.08604038573532,-0.392430728131176,-0.046399532194636,0.753899822443741,0.828981940649998,-2.643212730665,0.547766676729358,-0.420839026208089,-0.796832495280216,-1.92489609538511,-1.36809719334526,0.869259594089933,-1.04595213098914,-0.983650587875114,-1.20225634431511,-0.896636412054553,-0.230444246703108,0.913098692433655,-0.659482612634713,0.297057861935302 +2.39928951056836,0.0787259308042922,0.800645249503013,-0.516339370474937,0.629250361803576,-0.298684065514442,0.0298696173891832,-0.104230089023168,0.266614264961226,-2.05782043155014,-0.985683634998284,0.27744493924956,1.76157351760417,1.49208046707823,1.70431491431496,-2.00375441228084,0.505443403234401,-0.84780923411867,-0.153138386902431,-0.32705265293798,2.34457444412968 +-4.07306434879636,1.47018336363309,-0.155940310341707,0.871979719728628,0.753561806796061,0.900109586097625,-1.53416019436136,0.536694317882058,-0.0960172133887818,0.339741515881206,-1.94223370716412,-0.252929268664311,-0.716589079413902,-0.706651383388228,-0.335517094174412,0.889725358770534,-0.937456649639752,-0.860472505695209,-2.09965479426687,0.524523948417242,0.0694463885531182 +-0.792530360726671,2.71433114529866,-0.58996233756211,1.32871338635308,-0.0675299341374209,0.959971911935722,-1.18215983817811,-1.02192565102992,1.84753022694472,-2.56268856055726,1.19305838028099,-0.592355362776239,-0.430461277065005,1.3939110198509,-0.11467921597229,-1.54343162733793,-0.973458007578136,1.55394131457424,-0.527814579773137,-0.487060436986156,-1.92594741595903 +2.18049006303496,1.11634968433779,0.0787033670270891,0.745445129323212,0.170142159284354,0.879642292201234,0.163071633839831,0.532201991182858,-1.24629200389597,-1.70125599438969,0.387966520469306,-0.362212621744255,1.21973703503896,0.999895016956443,-1.51924092185982,0.920820640475189,0.16929561167406,-0.0073133461776082,-0.575500940671676,-0.53470432706015,0.378269855632962 +-1.77840752778044,0.988758104016692,0.443009071992676,-0.282378109477017,0.452167180314123,-1.56128093705119,-0.687596129586802,0.455092845494813,0.698092472428985,0.651808781765911,0.974084611354154,0.985240221542958,-0.539048393154363,-1.1104298639723,-0.738449631442917,-0.264010510539524,-0.482663721220827,-0.0966742083535042,-0.03840908104759,-1.55328177590599,0.634799393386548 +0.0431176218893014,-1.02592732705569,0.586729850443288,-0.209836983336078,-0.556462862295447,-0.808068312590572,0.286165152512034,-1.34845806895622,1.57546614740917,-0.117533531231895,0.854432832332888,0.950349716089698,-0.385380985633375,-0.695084176388271,-0.00264051382892688,-0.0167353225711801,-0.695716865164422,-0.589421540954245,0.887964096448709,0.889345556989593,0.115552174137862 +-1.79053813316726,1.69442588921929,-0.373635152827886,-1.29343082133383,1.18913853878474,-0.254336760520216,1.37419316573359,-1.2340447645693,1.133027250614,-0.171533877797405,-1.14673502579006,-0.0876560567030838,0.502721003066038,0.195237618023271,-0.918599482301551,0.316630060144243,-0.543324089587595,-0.907201869776607,-0.96391077186538,-0.776866012490977,0.476542375359583 +2.62673103668828,-0.0438579329855956,0.193169458696734,0.237161020975684,0.122559991283596,2.79841563738984,0.560602366689828,0.677363986042687,0.223691125924475,0.39679051848152,0.39072767705217,0.806384380803402,1.09268518204315,-0.2905031964984,-0.120555126215801,0.489253217158804,-0.337727770900059,-0.3563589488611,-2.27045258317134,-1.26991939821958,-0.946368893239128 +2.24249126861915,0.40892433361665,0.716840765444539,0.662103932571472,0.175885342986,0.344614547687148,0.165400180482244,-0.758874768208516,1.35450224468501,0.0265004112164892,-1.55423324954165,0.311711112350865,0.955866362265037,0.635399876930031,0.409453826775874,1.0037333295103,-0.163124971099454,-0.412786032128961,0.55453731743905,-0.805919883041028,-0.32545931210803 +-2.97043187478558,0.115209478001697,-0.273004725226379,0.148210012649977,0.66198528167333,-1.28441071771667,0.583206006464798,1.72887365549802,-0.704483891067876,0.614892306599634,0.421047321640211,-1.62639298625176,0.252543108019095,0.0096506868273828,-0.412228233825633,0.6434453292261,0.246603873430999,-0.555453060412161,-1.03774078236527,-0.797036372432168,-1.14559141779363 +-4.73914936788507,-0.176403195772337,1.45325756510572,-1.19613361732647,-0.526180706507451,-0.104258168296654,-0.384889767055786,1.49718995436972,-0.351649921418242,-1.25234570790636,1.06515908661518,0.639659165582594,-2.36130622618356,0.550464589759657,-0.137387072073873,-1.13123400383684,-1.85886748460463,-0.396918231528798,1.25273699995611,0.294172196876783,-1.51883003909402 +2.37975602356427,2.08171630036462,0.541411515477177,1.31939465804584,-0.165666816673527,-0.950784349398913,0.385083442643153,0.315838152363955,0.285478627304211,-1.07352504603961,-0.474937461165643,-0.515753808273377,0.189328444520537,1.10985166457808,1.82932862095038,1.17794381503427,-1.64990083042048,0.199546882534578,0.102299583698139,-1.02399178038646,-0.690411789777831 +3.96262031482313,2.04906619307376,-0.0687754603349962,-1.41686506351842,0.0814247889543102,0.366077877045951,-0.838791786403325,-0.453152837553046,1.50604555622748,0.735620348957337,-0.471988865581555,-0.999933845140279,0.502527284314009,-0.717412364543782,0.631863885352986,-0.0565963016214748,-0.889676272540791,1.29049199661265,0.448381330845905,0.389079959017526,0.580561348885109 +-0.00132706406024385,-0.84468882240796,-0.293417003918388,-0.498239731347589,0.0594840865958342,-1.33089238099027,-0.290621750232152,0.94564620699054,0.487541111525239,-0.630538564314016,1.00530757426437,1.00232564048137,0.35844845618699,0.00287225941156002,-1.06410609120484,-0.347270498100466,1.29729714754587,0.416309655680541,-0.963536446876918,0.0149135694962219,1.01200684008831 +-0.451319418477842,-0.42258466192741,-0.827441760708943,0.828038150555872,1.8547220851444,-0.783026282034421,-1.20515562060045,0.214077053688657,-0.0299746221644053,-0.6942105657222,-1.22613303175911,1.68097478715462,1.52173127725752,-0.265133271273506,0.936535580979961,0.53528068398404,-1.2663578952069,-0.954300728176247,1.41966512912314,0.0984305038269825,-0.63007201208862 +5.40335037564489,-4.29462067282811e-05,-1.83271681288251,1.54862432339962,-1.42112553187922,0.607570941369226,0.937688326041703,0.959402650348113,0.638391802551667,1.58309392092716,1.31615898582328,0.617445143276516,-0.548818740510623,0.343324651305977,-0.694010267162179,0.666536260025289,-0.686441826464795,1.37764311607802,-0.824201816723935,0.499202776950043,-1.22224840119298 +11.0700302609725,-1.22438899833902,-0.262750897018294,-1.21907438730356,0.787116423498094,0.55603227895755,-0.964952437346562,0.424730845908844,0.387247531188646,-0.174565143211295,1.43900732760172,0.196541873573521,-0.852553135537091,0.784313914248089,0.593482454136694,1.74274997844836,1.47673754649838,2.00934859375722,3.69895263769097,0.381139354521455,1.57319908454362 +1.37311832328601,0.616144909077322,-1.64840599873118,0.161401803675325,0.328555650892624,1.22874960398042,-0.299939049780497,-0.979781686162359,1.11831621152554,2.79608150602049,1.4032182607334,-0.504454235002676,1.23284642923916,0.640321528922241,-0.109002723381343,-0.100291576630984,-2.89829255577596,-0.443223851054927,-0.159443478423705,-0.880797060867999,0.00560926386485592 +-3.11088408874582,0.592789088105364,0.34895272715258,0.0787295673415279,-1.50028401200085,-0.261349324702046,-0.340136942243005,0.106545147095681,-1.31532375284097,0.325999484690321,-1.39258229110982,-0.478868031836662,-1.73137863363518,1.34711340776869,0.413758397101857,-0.473802101080539,0.957018131967672,-1.15927038090341,-0.281145354585798,1.7741277077495,-0.054996936675053 +0.307611079963619,1.35560461363218,-0.115138628691762,0.165786662019203,-1.43734149357563,0.608052839288523,-1.02821537159213,0.423915439960533,0.0387332451028445,-0.746081990046603,0.328818180538385,1.45350480697659,0.588093957852254,-0.73368800193789,-1.02194987743556,0.0431760174889644,-0.0459530260666412,2.04707486116602,0.922408023307488,-2.03906447884858,0.183319273100565 +5.23450788165513,-0.837958416369963,0.513173486372705,2.35324223185238,0.290386711217441,-0.829685372366713,-1.18922861324771,0.56322832389575,-0.210984430471082,-0.0316816809762097,-0.761103305086074,1.31507617564863,1.22743668352414,1.58473223836776,0.220429043219124,-0.231506041947766,-1.37436053408066,1.07959695849777,-0.86611806940928,2.11485337284226,0.93485439199185 +-7.80253434687141,1.00453445300847,1.20357606355453,-0.519997311617741,-0.992360663298017,-0.91159527764498,-1.23392915774876,0.9584696288284,-0.168868257324397,-0.928631584308868,-0.167229673641971,-0.911959534725187,-0.752385893180594,-0.75233893075262,2.09511532448291,-0.956930903306602,-0.612069880539791,-0.549797454554923,-2.77652652772708,-1.72618726518898,0.18493303324875 +-3.38128630676237,0.917182101978409,0.456955586012327,-0.764187274587302,0.695757180028901,0.290826587815699,-0.115895687692642,-0.0688908969292215,-0.509891505816747,-1.07759977595481,0.552087208846296,1.56735103540915,0.884625984892111,-2.29294435792347,-0.28777055087242,-0.680445804402701,-0.329985701927746,-0.947697749144707,-1.0936819577298,0.12579373583377,0.00208084581433056 +1.46656932895306,-0.146622896374579,-1.68723883872018,0.0927856221757037,0.65532399058668,1.59022694290903,0.450638487491702,-0.227560194600094,0.310750378977074,-1.03135312624139,-0.0771191454305372,0.616149101505505,1.49986657693927,1.80177653693496,-1.14663640423763,0.0836033183472538,-0.822975441612181,-0.569033521255615,-0.323669891857242,0.0450331919749484,1.10761066652087 +5.59405582273777,-1.26132827478245,0.704003407711663,2.31822625709392,1.50438464941511,0.197396767658133,-0.520956137290025,1.04907233250854,-1.23459599069808,1.47420905974013,-0.113077692917748,-0.811716433583337,0.78228237679434,0.829508355797916,-0.275780803100953,-1.501697621733,-0.873345715617092,-0.0686943315415281,0.165276384956857,1.18707258139011,1.18303266797074 +-8.01669281305172,-0.253564732017772,1.21094688628044,-0.566234480077628,-0.221533303623849,-2.11801085154025,-0.669008538094884,0.720427244984461,-0.312285760435618,-0.474381531099781,-0.608336872170194,-0.711415390608008,-0.890007255778852,1.32700817709057,-0.513270403373651,0.135931814514621,0.000419314527921712,-2.55892205775131,0.312665394292605,-1.90544028380293,1.06058347208528 +-4.143827565237,1.66695065908591,-0.165491584296065,-0.774551555142157,-0.262663888891761,1.28323130331189,-1.75194553314545,-0.808854562943589,0.288653584072767,-0.119923010790798,-0.774306142415383,0.433675726727212,-0.464886188931775,0.426742884711277,-1.16124711440324,-0.483189264630024,0.119248294547526,-0.805791983862043,-1.01352494020199,0.683371842656821,-0.527705466599472 +-8.77159968700418,0.722313514851792,0.298068665118141,-0.804657516695514,0.011166957182172,-0.287545326874727,-1.23033469624627,-0.674692321840038,-0.900261493935683,-1.33141943469121,-0.0187131168275948,-0.987831320386156,0.409655554145863,-0.20855996823634,0.783604198803218,-1.21539353205853,0.27599390425785,0.160351392912485,-2.71242848604367,-1.83410250232235,-0.322834246783543 +6.75760797402665,0.593905630682609,-0.00609571688056943,0.421972522063135,-0.437780047055539,-0.511352720600954,-0.142990851695473,-0.0633526432261288,0.349548690935842,1.55712595493498,-0.439862853293443,1.18100753628483,-0.114916532732893,0.323419196340704,-0.47187336755594,0.820617896834413,1.57244503962094,-0.226195207318536,1.02817529272306,1.16163031532477,-0.546917989313777 +1.41207928959321,-2.88501793098226,-1.03754346377062,-0.430893084890608,0.620039596937245,-0.248838597282341,1.20738156152403,0.758629223784941,-0.52955596358499,-0.698429479613733,2.51388980493864,-0.389699442597482,0.73876061130875,1.6322240353692,0.43397392348743,-0.23209646551475,0.473223850729221,-3.14677265797171,-0.0542661450049215,0.136193849377955,1.95541677340616 +1.1309841130708,0.0161114515783771,1.71659404435902,-0.240307621670723,-0.0027906256795466,0.839324784092801,-0.671835049717827,-0.525577954025076,-0.708184932636599,-0.372187975660817,-0.359380813975254,0.275009621360747,-1.84256655156698,0.4703005948038,-1.43963556011647,0.0817006438251023,0.682448304627348,0.188821158183026,1.05728275555487,0.973750564313931,1.75740060785571 +-3.85310766983378,0.614708924713478,-0.610449691206179,-0.862384669519952,-2.16228771961118,-0.607677916904332,0.217150732840397,-1.3252262021435,-1.89935004610913,-0.114840001161451,-0.910508107003408,-0.791185351676475,-0.0439863366013428,0.789950008201995,-0.569821298273175,0.951871274157372,0.549688141631863,1.71214137483609,0.443108026971657,1.46425418524944,-0.482629250082621 +-5.82751731942738,-1.13518421578449,0.210545063090238,-0.551163722865554,-0.737361480692224,-0.223979661416646,-0.143618859470823,-0.284252845268735,-0.327739054617291,1.89713984529511,-0.663484350388999,-0.892482269578047,0.402135008922708,0.257044235487538,-2.17134261477661,0.712510848766555,-0.772138498466872,-0.270727733800188,0.892018189899802,-0.217377355243862,-2.17591414866936 +-0.181838669131001,-0.476051237647421,1.06612839338438,0.436914581383096,0.404787352576993,-1.29568483728066,-0.187611339469075,-0.351988878117495,-0.459285092350058,0.977710221070132,-0.713638861285529,-0.27512085137697,0.969049336934332,0.884442916376643,0.0492159096030958,0.0997820804050793,-0.753040610951763,-0.221116411068671,0.292305414617567,-0.671807572884606,0.992922019006409 +3.52671857805191,0.315704738438078,-0.471186099445341,-0.0519138700089275,-0.638921051412847,-1.85374801313906,0.611327753095772,0.663385325409451,0.574463437567918,-0.76755034336095,0.775383638866466,-0.337068375699837,-2.66802754989928,1.16138653198529,1.50317578887349,1.0880613363877,-0.28200655327661,1.4257287904163,0.227318008812226,1.2716347145256,-0.39669954070533 +4.64301451220277,0.163891391957584,-0.14928304224602,-0.268735690368105,0.100212794623468,0.495746112973488,-0.464349024292649,0.0866018070446252,0.823155083022534,0.962503321463431,1.46048065915387,1.43998092500575,-0.158344041259812,-1.07598091775296,1.02819566035437,0.595901199107729,0.321951939937819,-0.227385152535654,1.76054382793227,-1.26451312444723,-0.389488637905826 +2.96189803152342,0.957658356407617,0.51092424610722,0.17758503516259,-0.0451744442628524,1.90313094580097,-0.878652010543063,0.0960236432369245,2.35900914675111,1.66662048845951,-0.340915786950462,-1.1230935415555,-0.143910686607883,-1.72828856096965,-0.40710157405609,0.672153776946349,0.4882237300464,-0.517616831416376,-0.4437173598889,-0.694652098118552,-0.94994359743803 +1.13901091353786,-0.131096323056634,0.642007431970579,-0.922231349888637,0.255803979798901,0.870999606569411,0.0718974886776432,1.51405769143422,-1.36904003107404,2.56921262990435,-0.449912313256589,-1.92283636866144,1.12840541827467,-1.09534964021886,-0.415182640155247,2.07904755342767,-0.116589635309811,-0.0967556615050175,-0.708520254064003,0.291894314613516,-0.34787959191673 +5.90125718989172,-0.0467621436638845,0.0213644623704334,-0.587526633030926,0.779460513892219,-1.68980811576935,0.851108909740773,1.61465388134129,-0.135215918462541,0.730656960602702,0.659386447261311,1.5433823798906,0.545701286500589,1.47596523977344,-0.571597625078917,-1.00779616486961,0.313313235765548,0.52133566743342,-0.436412850443004,0.715422671140799,-0.601924090813839 +2.46160139027868,1.08256389412699,-0.586119200860139,0.568051877939089,0.163652543433954,-0.765192755769222,1.20403078011727,-0.738531495734878,-0.977603294527348,1.4568008840801,-0.926020144554334,0.173713894517771,1.33350714925778,0.0581586442522513,-0.841460905068084,-0.595085146842229,-1.21921133551843,-2.16166722026094,0.733766471548686,2.50730610620775,1.73899711073123 +6.2471423373502,0.0560942565249199,-0.570009646122751,1.47474067920836,1.68870222222075,0.226722514945431,2.12895883464212,-0.578426916113195,0.447899709401005,-0.860029063057068,0.499748893772122,-0.811736976228174,-0.292429953564355,0.333582635596255,-0.439541391126174,0.902838709395048,0.770115217765428,-0.182269717205882,-1.53242170737406,-0.83556271758522,3.14201981451752 +-8.43221880582722,-1.28160861483983,0.646226110036358,0.00829388428071075,-0.441264728031923,-0.38724802166203,0.818861206336975,-0.784314059488709,0.692500624230326,-0.768343346544446,1.14663416716693,-0.921279953243814,-0.859742342093432,-0.264600966002999,0.0304131647317068,-1.18466837631707,0.874273823029479,-1.27971294027725,-0.498554162026189,-0.881794611060041,0.219273085616659 +-3.35420240776043,-0.894781474745017,0.244325636101823,-0.359855454550556,-1.12500857106261,0.801579254785282,-0.517961326807825,-0.391801402848638,0.489405784372227,0.426219896121085,-1.2602378102344,-1.03224813731428,-0.125719643340169,-0.233986849232475,1.90916467191774,0.780821261758608,-0.854800428371274,0.689607809812413,-1.00171461574728,-1.08149170904425,1.50229138052761 +-3.67501860156883,0.773424650206942,-0.676396002350853,-0.383600227529432,0.108657019571344,1.97564941884935,-1.62186858762349,-0.523621389191186,0.570770760916502,0.44110562972938,-3.30947382422431,0.715985857157112,0.365481344738674,0.134635212329011,0.417463283005544,-1.87408823296899,-0.589894693176135,0.576455182776328,-0.0391792011261492,0.736817587621073,-0.863940628090705 +5.0319246873022,0.767374221526486,-0.445424591530401,-0.808853757223579,-1.03456655868251,0.303629830304432,1.08645097331357,0.309973514844313,0.20303100872531,-0.630767731969217,1.38247752752176,1.67064989017115,-0.983846889529486,-1.11670482413786,0.172992507211008,0.527746830609666,0.865977437188988,1.6108426578144,-0.445511872541249,2.20535947505135,0.650732476219498 +-0.827713955347598,0.700973996863718,0.861353207820064,-1.35133639494113,-0.778776846861895,0.703288197047269,0.741574646675922,1.4164494189016,-1.10730539841251,0.584236658575352,1.0662231285008,0.0244469032581348,0.29167749486873,-0.551551452509081,1.19631868759488,0.426347604471031,-1.46246733059173,-0.613743326194431,-0.420921813901402,-0.666936382853843,-1.39954652553861 +6.47576834740456,0.538885494187403,0.702698911864396,-0.747334043089833,-0.118143519460824,1.12647417185256,1.26427586836585,0.124117413197065,0.406229847954786,-0.812591432940684,0.433087796678336,-0.7813267065769,-1.1025458261707,1.03078624529041,-0.376532318660509,0.311126245889453,0.728656766441988,-0.133716381829343,0.53788988095586,0.609956760871892,2.44259379403716 +-1.572801184135,1.13132999241054,-0.891581717458742,-1.96951093905349,1.73808550862451,1.08888804393003,-3.03915413755057,-0.205269591137088,-0.158270862753965,0.903011263268199,1.11033487044701,-1.73291353992994,0.876129196092858,-0.196011253403848,0.915039354432952,0.628302442424997,-0.843542435203358,-0.00911500465748329,-1.43984648348355,1.53078920778623,-0.635491808533025 +4.93813332751167,-0.438376209287732,-1.40962645594217,1.62132374659736,1.36520429623788,-1.21909085572314,0.69803780309478,1.5327525934024,1.91351388316164,-2.06593398939959,-1.49283248978055,0.239705624758993,1.89375523228046,-0.255529566110851,0.0108710899144401,0.378303961891528,1.32474852363792,0.302968222121259,-1.74994207166159,-0.0967432931466942,1.70249645415722 +1.07270616950388,1.40231750964108,-0.953840680392175,0.281544638741351,0.239941025963943,-0.253999068704369,0.773860487664122,-0.179661258303772,0.216269334085917,-1.33474955718294,-0.131702662393738,0.0611150161449257,0.838663402943049,0.499309274358245,-0.758220627692045,1.25755172190626,0.796004941735949,0.999956192698316,-0.694871544152994,-0.383071623317112,-0.680974254684313 +1.16803434289141,-1.33850458003796,0.826372429054091,0.829535949679617,-0.653117116269859,0.279380857150694,0.333507020000529,0.0115605951887525,0.858463127400462,0.0956086461522937,1.27756166506871,-0.380211761697891,0.324438179079943,2.17205158272559,-2.50394654826217,-0.404868246024032,0.430128553333438,-0.134882577520817,-0.129625435780689,0.0417129565514432,-0.78622899033851 +-0.199814683161879,0.764025361881707,0.810535203369327,0.322262475405778,-0.1415973483054,0.364020769310996,0.831738264767105,1.17984279258999,0.519846686893521,-0.818950562624762,-0.822644723914192,-1.37075329917002,0.503991805825248,0.15808469608241,0.554386163918674,-1.5460999436545,-0.0114112956069052,-1.18849229731237,0.545512903229079,1.08526499819692,-0.449082681399401 +2.10603669781338,-0.395506774196244,-0.00607798110756808,-0.181057486622933,0.696050214692575,-0.194523933158181,-1.17197191551281,-2.03828878519594,1.79109123863824,2.18888577757716,0.721466139455991,-1.28379552739426,-0.682894182905362,0.416628719413362,0.973595726696774,2.16078756496917,0.333350609910403,-0.401863704837918,-0.228963448838767,-0.823376352663264,-1.30624908851225 +0.58434762998685,0.70667396599867,-1.10369519525748,-0.459348480929939,-1.02793929242726,-0.591154389753115,-0.0909661330043561,-0.214633007118569,1.75405630228337,0.926268619489397,-1.15993214942395,1.08156891618828,-0.906657348228226,0.649796871527543,-0.3218534725018,0.173053436168965,-0.0546663386434431,0.423827331372806,0.338340051460046,0.162681604997962,-0.116599694038413 +-9.46754724746159,-0.116138529198411,-1.61431233582923,0.917299270529324,-0.140929431503528,-0.508056776565134,-1.43705955041226,-0.490089136819207,-0.234318470962852,-0.861951312930938,-0.111928388577121,-1.68668294040501,-0.643399859832214,0.293742321145985,-1.17589900905137,-1.25885615205505,-1.66126149517912,-0.694309713110657,0.890081462433741,0.105412438568602,0.102252589824471 +-4.30737887859138,-0.481397891384663,0.344897917709448,0.684700638226348,-0.123623590798359,-0.627695198148618,-0.0947113012794519,-0.633064653307237,0.116607454878824,-1.59236410886972,0.573887632385729,-0.766668700317374,-2.23969291446637,0.149716278787117,-1.11370150575064,0.315333446619398,0.575437076612175,-0.117016642182239,-0.184430103085867,-0.730108771663398,-0.187284972659137 +-8.57239627959427,0.0488398955331024,0.868722080373219,-0.74871300092377,-1.03777775598302,1.065924636979,-1.73635029544768,-0.986169565176284,0.0763132067495116,-0.720554164145248,0.140189729855798,0.448064662873263,-0.734223296202758,-1.5169810077806,-1.67484544411519,-0.263663048837906,-0.544442068147111,0.537536137785929,0.777001382566909,-1.29762499368781,0.24942147074221 +-2.15574766604002,0.311303005724369,0.119734763974367,-0.17684546932881,-2.11317667133985,1.27660654147526,1.1538857656984,1.18735023959143,-1.31228979894862,-0.0616122054392991,0.0271269202818706,0.39664166378029,-0.513040219636579,0.628376480149687,0.733819404472534,-1.71019798852561,0.109121201780014,-1.25047681661547,-0.298869380798858,1.20862827456166,0.623692284746026 +-3.1086297017158,-0.00442018777892362,-2.25311893262372,-1.40914087406986,-0.648693172355772,-0.0763066168126884,-0.599268755746209,0.450829407980811,-1.05433612754896,0.532971940884564,0.898397869196306,1.19026807808503,0.456173394424417,0.0638206188626819,-0.51105104472742,1.11165435262746,1.83537206584083,0.606673040441953,0.283396580253009,-0.86445735024212,-0.935520935676393 +0.872552944314692,-0.195495343860805,-0.133907681567792,-1.02010010850128,0.211676921446577,1.13538289169515,0.747105942122133,-0.921985581043997,-0.601182457533631,-0.440711971129177,-0.5160368805578,0.604044952160426,1.2831211745317,0.219540388113058,-0.144197465469394,0.416551987553387,-1.26257375344682,0.408353850051755,0.47831832744157,-0.917281325108683,1.53257667972889 +8.17114255801832,-0.890046675251001,1.49637109600574,-0.0451580837217648,2.45299741181676,3.02337704937558,0.855927590090043,-0.470305499832789,-0.853850342645464,1.31243078561347,0.190501453861419,0.190712309053047,0.706086964504894,-1.71375338646374,-0.661128682062617,1.83514552045469,-1.45084814088548,0.129624060746633,-0.363528451476885,-0.0120117400274961,-0.0243931902376761 +5.12547979353584,1.19778611942054,-0.334586946806364,2.73427907301273,1.09385409662301,0.154613582218339,-0.0667291770817625,-0.610571013694854,-3.0118593406201,1.76579276495754,0.19216512061084,-1.27002017084204,0.522311603954871,0.926903398089661,-0.803118115779651,-0.499941697937851,-0.246842064164816,0.389164267860064,1.0237332906236,1.74068097227262,0.965080575049623 +-12.8764271092571,0.0465750117656711,-0.705005794129931,0.648912645715119,-1.4643013024171,0.00243613303739065,0.682560471535643,0.659533012368869,-0.364156326006904,-1.56825761007927,-1.03616214588494,-1.83280057910066,-0.142967724142211,-1.11379025148292,-0.938482542900243,0.915436201419784,-1.35518588075186,-2.29859333270041,0.0562787998457201,-2.34968175074081,-1.47531382429783 +4.71600980069541,0.261717906050118,1.04924801673898,1.0022461807994,-0.325721171468444,-0.197772155820659,0.648751471658577,-0.220365491574374,0.222430730152145,0.199758711483282,-0.620758967575193,2.45272109034404,0.40709388989833,0.00311081546610323,-0.106781386758115,-1.15336377224535,-0.454560276676569,-1.26158275946178,0.129833704227977,1.0913652686498,2.31006451388419 +8.32819362342861,1.33969527376543,0.0782758225788369,1.53724741489832,-0.332083790232212,1.39156303538689,0.537971353875195,-0.713581613414237,0.016632475433955,0.844092983090629,-0.105296547596388,3.07127653330475,0.365103453687882,0.0872250362939184,-0.366953774485271,1.23900964977526,0.673538387878259,-0.832771308807135,-0.459410387341093,-0.0122388538166719,-0.307342097557417 +4.68340650445099,1.70150119049505,0.0175195519279856,0.0122006782293797,-1.80602293124471,-0.166351376944283,-0.000843645366700657,0.33028647627415,-0.256947490228213,1.03203052713207,1.61395651868115,0.00491455197810646,0.665446359285355,0.613236393675545,-0.612746885620972,0.458806491221533,-1.90963605239066,1.3409357795681,0.320772298576404,1.04333541039767,-0.251736145598419 +3.39308817148795,1.55129531436729,0.198687316404084,-1.43342762974627,0.739542647261852,-1.59732820177139,-2.06908672837488,0.192056256672853,-0.133835298603714,0.394224435182591,1.61258344724593,-0.673954467103591,0.989356144099275,0.262984677447545,-0.705060130292472,1.16638123621589,-0.0630850074628586,1.20372500957752,-0.233811758195819,-0.0485977591677255,1.38922409325148 +-0.92576572274729,-0.322306165408928,1.07116291059537,0.182596104460149,-0.296547264647396,-0.911795183767725,1.16294454101773,0.148305130412438,0.811675696094638,0.518645049614168,-0.457954461238577,0.638646481756272,-1.80281611107479,0.624674425321224,-1.49638478640449,-0.238491084500152,0.149490265348298,-0.599083196834047,-0.119763771976043,-1.7820493912244,2.14644565708791 +-2.86111860673126,0.662142145900213,-0.0418506686616814,-0.633855163244821,0.249725141028574,-0.624211264701886,2.12996391527123,0.179608556662531,0.0829537976061383,-0.0419538644868523,-1.5825334692593,1.11387268359225,-1.40428367674937,-0.979117270982561,-1.89188738548366,0.571652168777025,-0.274337947185582,0.00869301135270305,-0.0277409992174465,-0.797329942483197,0.00166025778053648 +-0.056841301917548,1.63973282019699,-0.139732141160984,-1.258406018269,0.849555603326606,-0.655238266238897,1.37336473035811,-1.27152337368082,-1.09562001590275,-0.320970729994017,0.06763281174695,0.733839660578403,0.886437980612355,-1.87333546124622,0.490493683721471,-0.647182410553804,0.617772945269289,0.56357272863909,0.781714060755923,-0.497155088952563,0.526919194029664 +1.15708430734492,-1.31824640069213,1.01233452311923,-1.55613211667779,0.942623514751361,0.257985593361284,0.622478247389341,0.570033038534008,0.137530633309976,1.05528336580282,-0.270530076625515,1.36032155944242,-1.38879322343085,0.359058522026859,-0.00777859475011813,1.07006163267261,0.887961502837301,0.0200269795790395,-0.117260344762929,-1.24552515013215,-0.751376332895732 +-3.23653806529571,-1.36494079498635,-0.901940276053714,-0.323493405574896,-1.25428303651819,-0.277068497103347,-1.06848371046851,-0.0827047340834465,-0.735611281348155,-0.52695487202419,0.580959630610134,-1.18227191468956,0.0632039151553971,0.502036016493941,-1.39561199637451,0.756884621332421,-0.647129041639567,1.03169654503778,0.473124679138608,1.56360260222145,-0.116381655792577 +-3.87025414562896,0.123357709062113,0.30662805204535,1.75807879264222,0.990988535151648,-0.734746619184932,0.585802225128718,0.673764417293599,-1.13415403117094,0.498091337932679,-1.64798363007449,-2.04113319077705,0.932037303501716,1.03407859009842,0.500565203422285,-0.287165578858777,-0.640887677214943,-0.756670684167575,-1.0510127792921,-0.0750661439830941,-1.59552061464749 +4.56933465732829,-0.592030363803457,1.18663531329648,1.1189395475893,-0.642330139315699,-1.07919305170155,1.44399364236301,0.77815838736127,-0.396170918769899,-1.31407729021578,0.697990080699859,1.41013296383681,-0.467759273405268,-0.928698781091499,0.0956438441457551,0.996807511014332,-0.822713088388746,1.48604826829196,-0.0965857715735003,0.934193565978674,0.694596895841266 +5.39334420888153,2.17780380590271,-0.455255359314837,0.772671065888659,-1.13327645886783,-1.08567876816535,0.250506723293935,-0.161887954713342,0.25268715728688,-0.381634057802213,1.12271351512441,1.80282125728392,0.00681940916737264,0.74151871619732,-1.41761693209596,-0.574525244868708,1.96929182157242,0.269442430637532,0.455397522684301,2.04300318501067,-0.0821154002612397 +-10.9818320392541,1.25312468580758,-1.10881627690818,-0.3104710765803,-0.708796252455323,-0.817207045627581,-0.143144772266194,-1.55534864944454,0.217991370904269,-0.402970903699352,-0.565944597912625,0.503393799083722,0.157156474766883,-0.919391778852575,-1.63335521991341,-1.98364127996325,-0.0121819966929753,-1.1359136809687,0.555395347526811,-0.506441190081096,-0.863340409499613 +3.33070204062787,-2.67665821513735,-0.468638518573271,-0.267976589277719,2.20038814586497,-0.530459264621702,0.415995354677363,0.295490215594626,-1.02394508329772,0.429445141042244,0.159938977182889,0.529022292025287,-0.285682553056159,0.122279221222327,1.1240298569546,1.24241582315292,-0.319950292456244,-0.450710768677367,-0.701393185468586,1.68804199427279,1.81858989003636 +-2.1667743057886,-1.66598182013881,-0.0347672744133464,0.865556063411184,-0.00250974499368972,-1.43147757817278,0.352325060140323,0.958538040593252,0.806329800014314,-0.0144568237401019,0.799384676822816,0.75339821704936,1.24392817235765,-1.88677576860603,0.178172433269177,-0.547730024654072,-1.93166821031013,-0.778430498628162,-0.106351261682957,1.85798763181912,-0.594717839080358 +-0.160217478909119,0.842477360032483,1.33702932691387,-0.0197125860056951,-1.64594229517673,-0.765290203390453,0.184505824388534,-0.0299014891869945,-0.27460744019606,0.543256197995809,1.63924785369056,-0.847256749837114,-0.526776846242074,1.01642109269926,1.28250426065916,-0.885435656277563,0.625134927220101,0.851490057366471,-1.82658792472545,-0.225809597064979,0.365717180816013 +1.12571677844685,0.385506325533689,0.903166223193374,-0.899203840070706,1.09450870430188,0.459653792678305,-0.0208436347183978,-0.97563092205221,-1.48977591461107,0.493100748500102,1.67001554962226,1.29410007704778,-0.0867152969837571,-0.909742870637821,-0.796785715207075,0.348009132045706,-0.720178626570841,1.99228875992429,0.356774543447448,-0.152440734353077,-0.0704356144688141 +4.64191174354437,2.13847170864168,-1.38732347691641,-0.400589849310152,2.45468843434168,-0.898249059254434,-0.567414835586408,-1.12333229168497,0.361444268692692,0.506714883495986,-0.943400141171858,1.65468541007563,0.377254273684491,0.272143046366437,-0.0611031062814951,0.292880131116311,0.0803504688202147,1.44222844080945,-0.593129890233484,-0.114050426011123,0.220318565695652 +-3.64809349836176,0.212799136322422,-1.0048331935941,0.354416969994779,-1.29184139100004,1.76359117600091,-0.240283527343155,0.472582811589339,-1.30331514893068,0.424447728522158,-0.733496582272816,-0.470440941166064,-0.158996799762657,1.14964580555697,-0.162245458271092,0.115589544612742,0.261578284716381,0.786697179896563,-0.923225538468446,-1.50934597125347,-0.848803670511414 +9.30028388556165,1.84052267906985,-0.441625931726234,1.29305981658906,2.58476739023597,0.157228354758022,0.897687254216271,0.325674177458414,0.362400444155986,0.281051506267037,-0.106753642917181,0.348606995243262,0.813712731004775,1.62221919853135,-0.524694987524118,0.579804741444045,0.0704897151079684,1.20863717636869,-1.72500925594579,-0.888439070936933,-0.408412934616173 +-0.523118138790482,-1.96219906679013,0.0879474840394997,0.222261301869041,0.676765713061825,0.726227955299219,-0.264658460504699,0.684790733683628,2.02439143936336,-0.413500010164941,-0.693538030122246,0.0449897293356196,1.20825457013251,0.625607865064154,0.110841115401601,-1.41613905589921,0.100350302504871,0.0889198691043041,-1.96481667550536,0.395320645608104,-0.878668994448375 +-1.27338209536358,-1.06610203883797,-0.858983426264887,0.130613289450274,0.274851832579928,-0.21832528193812,0.301644484160606,1.09528630291507,-0.768022872783716,1.35063928191733,0.857081670104552,0.447257909247924,-1.46938837194502,1.34181723037342,-0.0783895053859724,-0.218398646892446,-2.2106039347251,-0.00960838639894857,1.41704016291393,-2.56371923765614,0.461521831445781 +-3.52582712462549,0.166156528326985,1.23390467193893,-2.51668067416551,1.82987247714058,-0.514121474366752,0.714927470954924,0.134919770940568,1.01407348459882,-1.24533542837725,-1.67426064203164,-0.645922188363675,-0.64215691305165,-0.326871890409757,1.67358134923656,-1.76721511513031,0.0234314862844352,1.37101472182608,-0.753867513163273,-0.593869927542387,-0.348393039415266 +-3.77741213238481,-0.488664244719444,0.0318015271427929,0.520635550831549,-0.603894335304256,1.27234223489151,-0.280558540357733,-0.74175639069657,0.284276682289306,1.32979234726343,-0.555277146108715,1.18382929955524,-0.467839005171147,-1.76638566776913,0.777592403201168,-1.32223918902076,-0.252476821136892,-0.775773990398709,0.95439351748143,-0.725982534002195,-2.40363792513185 +3.97603752271936,-0.803944153567216,-1.38566920110646,0.688614345769847,0.225478678938064,1.17931567869941,0.893387735895485,0.679998854710947,2.0985989005636,-0.534853559765668,-0.131550316234525,0.438430039172031,1.03480963484978,-0.522719063446962,-0.970295620614786,-0.50077461977778,0.787589429624446,1.3547839270142,0.1053985076468,-0.0721352575435823,-0.81954213216641 +2.67665023321339,-1.1833754836848,1.38348855194907,0.889309679191537,0.217558299116689,-0.213736188774169,0.629485439194688,0.853220913077228,1.75352577667585,0.729572745002897,0.680231654663378,0.855269877552834,-0.52806192130299,-1.12357253879495,0.493629495324025,0.723684190333352,-1.72347063968669,-1.27933761351458,-2.28606034467752,0.758101207823551,1.23475261362556 +0.243662399218927,-0.539064716030077,1.87483512945792,0.170880081759909,0.362161795100365,0.515299070701196,-0.484084937340272,0.248579910770426,-1.23152776747674,-0.616593401175818,-0.456652816273026,-0.629752323933987,-0.428799481655732,0.0699451005276567,2.61685594262218,-0.565235788589276,0.77171263009364,0.558037462597352,-0.864789059179121,1.07024686106729,-0.830108767196904 +-14.5904475705952,-1.55706983106362,-1.83004369231748,-0.177605642426535,-0.887758293032829,-2.42447316415972,-1.5188031681932,0.880231181935405,-0.337552914797348,0.0525875333600549,-2.04147804685392,0.836404463946583,-1.50461732692572,0.0135483034834051,0.382903500230199,-0.171970007226046,-1.53988002314351,-1.2376139988203,-0.677023761942552,-0.244155640305977,-1.39097978838365 +-1.56841509535257,-0.671723487344703,0.356591159379621,1.5824044236624,-2.30986923171752,0.801178645419018,-1.55069312648905,-0.741653852980243,-0.284198157378956,-0.750447586940434,-0.24710627274694,1.44394243765689,-1.55161824260611,1.4335303891983,-0.782428266488068,-0.00814987821192317,-1.06681341542256,0.696298446321467,-0.589119823018089,0.525661795686641,1.97269767500264 +0.338472510268877,0.913575419603138,0.286582179036962,-0.680117312496425,-0.299294853595707,-0.832503035544787,-0.590279396361973,0.789491315569188,0.745872012016909,-0.871581231895461,-0.272859912849976,-0.641394128437672,-0.689804681248301,0.552502639537711,-0.347553623784016,-0.0197300664270194,-0.0136391637736553,1.58161924078403,-0.401710716857828,-0.0248780094883347,0.947330663794671 +6.24286955423226,-0.767236663704602,1.80422090065292,-0.240770105681978,0.679712398112111,0.834088825262051,0.730782185994089,1.42392197060202,-0.99809677609191,-0.240894594853206,1.57264378388414,-0.0740864038581725,-0.535502140299131,0.247234987038371,1.49512325034579,1.79857015033171,0.857239169104964,-0.0513434139671238,-1.02310133121236,0.525253408707754,-0.911853530297166 +-1.89989926434119,0.920270620371808,-0.708774309547416,-0.556268397751464,-0.666326561642734,-0.474307508741506,-0.512963382334927,0.490960970345551,0.753898419188159,0.418455440803172,0.618194003348758,-0.600296201875338,1.08539534881744,-2.72421369601935,0.442035693453546,0.0222880844274412,0.112529977060561,-0.337678326066244,0.313385957117412,-0.296860606065991,-0.72681311607841 +3.63602006778608,0.329193985939655,-0.207444503833239,0.449420100163293,-0.276864931365652,-0.450828721081662,0.8027362142144,0.474405106153709,1.27407172749828,-0.423568833477496,0.160985530715046,0.474316934526324,-0.72920460591278,-0.893203355551191,0.455139254266865,1.35366821960056,0.116958486357519,-0.0291688262990599,0.117263203135082,0.48856254068148,0.599236147439758 +-2.26552018097834,0.397615041513563,0.226370928033636,0.754770555247205,-1.8791898702801,-1.06889403786478,0.982304212641106,0.265185560776011,1.50681110307805,-0.276550424011137,0.151560478395696,-1.20259448299291,-1.26366391254849,1.20781587487957,-3.06665020305251,-1.52428461615688,1.00128859217641,0.0877495064991791,1.41303384471662,0.884553850775394,-0.692259965429174 +-7.31084183942655,-2.14786923998988,-0.40820596493965,-1.1124474606099,0.621828487727762,1.47997217893377,1.21589249494812,-0.838773741174957,0.10776039027868,-1.17002633238745,-1.00477925848462,-0.924036855792137,-0.866300871330435,-1.92520907633828,0.525087856235153,1.87233650455048,-0.636479328567202,-0.460291637235183,0.246330520761324,-1.98365629849527,0.894865197062689 +-8.23483745284809,-1.91484991269277,0.558448669384874,-0.697928004439175,-1.23944237997428,-1.41061175187132,1.75628181819762,0.0557139634266513,-0.228238464047897,-2.22895125206643,0.0802134170886425,-0.851003119281766,0.918569691885213,0.453218734687092,-0.0541824179399441,-1.97343391120953,0.288382388698728,-2.25183236896969,0.112454111992638,-0.903733464372918,0.371318026574213 +-0.247758395862266,0.141761619677665,1.0532760731961,-0.35884801757595,0.640810704935124,0.413263012152796,-0.835946362337013,-0.610362335793461,1.30636734038735,2.15325595200026,-0.572789283854177,-0.0781472790385732,-0.0828961613638641,-1.94235289861536,-2.18203260221327,1.39698558109094,0.620547602033316,-1.0611581540675,-1.22089872240494,1.01772524574969,-0.120613079977644 +-3.36469271462856,1.75077590174491,-0.0872385154068138,0.0824779841134571,0.0641795462437693,-0.574199365029217,-0.694313090106718,2.35925604349856,0.31279802755005,-0.788697113299514,-2.12344988617516,-1.19059289824355,-0.752639665184951,-1.762024510251,-0.538210482231804,-1.00414237946276,-0.374965309645446,0.972017086694542,-0.469622264190383,0.497817652910357,1.36327342677707 +2.11085905694212,0.945610257949997,0.891408919012309,-0.512979598209839,0.255091569370296,-1.8696910875369,0.894008579323832,-1.47276187367652,-0.496673452342831,1.08898636065139,0.138084856337551,0.695448198570233,0.289377016470204,-0.0786512451860566,-1.15740827995913,-0.08661612664503,1.7753758663801,0.515884498344238,-1.40090606715344,0.796465261723656,-0.0574757525540934 +-6.73145683606507,-0.113763702158837,-0.202233924863084,-1.16196885438389,0.590497570206956,0.0472935838180367,-0.723635807605057,0.0537252226363987,-1.6377979967766,-0.689232585570713,0.195393090158515,-1.06857245704506,-0.851744309693604,-0.469228819776758,1.01444707239367,1.20580723087178,0.902998592935602,-0.256328229740155,-1.11564524859932,-0.320353436956956,-1.26807418357529 +-3.00113738580092,1.27133461676697,1.92066667522937,1.26770816630564,-1.18716154934945,0.0598141161915412,-0.742510723710999,-1.33604132928196,0.664324579913993,0.575861995594304,-1.90282406921089,-1.81934147173707,-0.245200482473559,0.82448268673701,-2.05279178584649,-0.239230350983171,-0.755485988874789,-0.973977396727379,-0.0895914877645134,0.778200933032791,-0.235717385301075 +-4.0628439549284,-0.135198350931673,-1.5163589131578,0.389721440043193,0.0811691194234158,0.40792486818481,-0.268566251106583,-0.255498277589465,0.765013059970491,-1.80517431337907,-1.76485690683613,-0.152742659163318,-0.725315519979758,-0.368625893421042,-0.261374823958818,0.520421646181598,-0.0691522356027055,0.406505562848832,0.102986139136664,0.157113921827944,-0.87119611481926 +3.45441411448103,-0.00972262551166277,0.65065887227194,1.33165447611625,-0.910020801230753,-0.772989884698803,0.279960946640514,0.971288871222231,1.29997155397885,0.548823774067802,0.416841919835199,1.9447092824936,0.133207904538562,-0.786968446685175,-0.608782632319451,1.62154110625995,0.532610746549718,0.173186838135049,-1.92327393294892,-0.224272276938368,0.193747229402239 +-4.60026634404521,1.52977248486133,-1.01469475569127,-0.632458172132897,0.241979305565327,0.281301958144669,-1.28939652352064,0.137119892795161,0.20784051262345,-0.735146704830979,-0.620929586067366,-0.514595635873421,-0.407366313088009,-0.627013983431603,0.478375326795109,-0.33330244572684,-0.637231148039428,-0.390561613414851,0.971744871167213,-0.695655573424842,-0.41424714910423 +-5.78772122689712,-1.188919665818,0.682738043487497,1.89608635623028,0.0917806244552116,2.19091492570405,0.0712593242105644,-1.28615252866502,0.121307514639162,-0.461754553856399,-1.05982598376157,-0.824771259088955,-0.646404542257354,-0.0948067447605248,-0.953977862277946,-0.414933084744844,-1.03494244631988,-0.768372332375334,0.159574822487721,-0.509902317298314,-2.50674526339791 +-1.34732131250348,-0.14568648792884,-0.729524335887347,-0.655742772991673,-0.234162340571029,-1.06217549640019,0.553813369356386,-0.241502747577129,-1.36640121255072,0.109056772493707,1.61554235680897,0.353034560247706,1.94773473273564,-0.511936048032067,0.33773879255288,-0.860799063438074,1.3894976864861,-1.06954909369153,0.457440286149896,0.188409750889506,-0.509199284770285 +-6.83461131106686,-0.864871259486335,-0.0069308399180201,-0.208084420247938,-1.81000373794192,0.799921266947728,-0.169512468360427,-0.703089751069928,-2.45212090475698,-0.416509349739744,0.0954785788942367,-0.795773135247837,0.437826594664013,-0.614267720930606,1.49833001223552,-1.45265703720818,1.24733955254518,-0.703528771782851,-0.179506546823439,0.0858357764179326,-0.442668425367689 +-8.75117138215906,-0.543808781197938,-0.0803811322825961,0.54547421801611,-0.375667983123242,-0.465686780824158,-0.286430899170284,-0.832470490226271,-1.41133390580194,-1.5398425999472,-1.3736558585894,-0.897602796897938,-0.605531487566615,0.429980079504436,0.401857794130888,1.67453155750839,-1.59474069728403,-1.66959908808486,-1.55976536531612,0.883949551544215,0.054728392993703 +-3.45811275883251,-1.62695301216917,-1.40950885136627,-0.258114999844637,-0.998521874901613,0.524646813490961,1.03160193638362,-1.98638463631653,0.335775796102655,2.4977826188425,1.23083606251046,-0.0283699437756074,-1.62782235301511,0.390807694033532,-0.762068244791039,-0.151879245492732,-0.363826547274932,0.145944214555239,-0.614499464270054,1.0079499373422,0.110958463686444 +4.79265292450971,0.121071045073787,1.34521193816803,0.317987735946085,1.19445040979796,2.56266946132692,-0.316339622028362,0.0609325257231535,1.56197190007382,-0.821495885650671,0.885506180085338,0.464021892527264,1.05276548994124,1.68860977063928,-2.06414061673184,1.61738877165351,-1.57191600219004,-2.75263240390888,-1.20677347568309,-0.0500541788152482,0.988337814007959 +6.53549397083217,0.981105190296446,0.15518675246162,-0.168721291509571,0.356443273256306,0.371517850617668,0.017235598027931,0.923128111016843,-0.908702525658748,0.220988554068987,0.111026546509885,-0.838600626325064,0.560163480119584,1.98396973374896,-0.0394531509307537,0.754791567887227,1.72143294291199,-0.433638648251354,-0.867827937170888,0.959950483790744,0.577698993112098 +-10.6188975970138,-0.0870780584316147,-0.880852749086046,-0.218567871147681,-0.197485314584445,0.822159718979226,0.841179851146963,-0.893320558825495,-2.9824968484012,0.988537876876437,-1.70381741619431,-0.118495625597895,-0.0500821179979613,-0.476473161498944,-2.27554412813641,0.203533590630024,0.397765975868366,-2.98075918849074,0.495119533875924,-1.3723834239314,-1.39395816056642 +4.85374027832613,-0.297384824922925,-1.81053037567625,0.873781593321791,0.810643073129499,2.59976002020219,-1.7193377132829,0.664407887707555,-1.23502420097445,-0.799714098087859,1.59098350494119,0.761037905099351,0.39493339964947,1.13568553507516,0.64491022638031,-0.235086179003646,-1.82417454706916,0.148529996798408,0.664898970360634,1.47269404704571,1.20448935500004 +-0.639120052902685,0.61358684519704,-1.09467242994781,-0.753692224676696,-0.962501897200499,-0.174462302887957,1.20196348667888,-1.2602130054488,-0.613452375699234,0.31262908048789,0.57675775619146,0.261956150365713,-1.49492347969673,0.784894072042305,-0.660799940050964,0.560860547205737,0.949898906653902,1.22431039418322,1.06911173435643,0.141178186200836,-0.800760226355529 +7.25949451789712,1.3495305875334,-0.291951300231586,1.02658568865977,-0.272867399820265,-0.969044432019815,0.646097152643381,0.215148001512485,-1.61752018051564,0.595669228260104,2.96230928551258,0.343318713209519,-1.39265206554337,1.19793068889505,2.44975455169716,-0.329420813666949,-0.63431608923017,2.52032017491028,0.203078999725227,-0.21273544084074,0.138435450622881 +6.30267083518062,0.987770630694447,-0.660101931912037,0.853428654973108,0.715435469302719,-0.0509960673598346,0.149857520672677,1.2853161243644,1.54959150229233,-0.88115033149462,1.73983409105895,-1.92801396691874,1.69861744170656,0.218953689413082,0.830294604100291,0.735490015047357,-0.597352701567994,0.59822716629578,1.34260328682298,-0.763291371313993,-0.416923169202061 +-0.53887613971118,0.799935934452696,0.950742822255403,-0.0660212685716492,0.280419135850501,-0.0243471855635578,0.291557652549411,0.351589414260841,-1.35742863150893,-2.64740281761067,-0.248214615117613,-0.184756694775156,0.267029852660941,0.113564604076867,0.697581378673345,1.84202931897932,0.0293616941796192,0.155971485516525,-0.775658805858798,0.148840872497357,0.00740325552317672 +-0.47511158805686,1.4133831155678,0.916431634896448,-0.534379680272032,1.32834510374099,-2.05407972017517,1.5697352292512,-1.17262686423594,-0.407091488356475,0.273697980430053,0.0660754618812768,1.97715271646344,-1.15607535071828,-0.458301334066204,0.525273546654449,-1.68592053901582,0.636115733046347,0.154932419508384,0.198880373094512,-1.25903020879881,-0.70159970256915 +-4.39196078745472,-0.989023428796902,0.319040421861425,0.958798210620279,-2.30650181149276,-0.711893516393761,0.19641268299768,0.24505399127861,1.27872374599079,0.326723685387377,0.578314388777224,-1.86057812623984,0.922533640699294,0.61736230638847,-0.0942345221898816,-0.965448647155535,-1.60321049106376,-0.768241774250192,-0.208309464618381,1.05012899838562,-0.0571098082772607 +-1.05426993858528,-0.0632063466187795,0.0304343359175673,0.00640730239269994,-0.0987984501202053,0.876319898532614,-1.15357267172143,0.17823309856878,0.459143188437094,-1.18155624751056,-0.825535298035863,0.0740542006524175,0.277710260300518,1.08923499963192,-2.3760284266999,-0.733913174805382,0.938984691039298,0.435727980571476,-0.413583891582477,0.270411077641753,1.17550749106938 +3.15597722872932,0.942109527393138,0.420762578128138,-0.623144539754131,-0.332107834037312,-0.0378596167244568,1.79038847463446,1.09334248046569,0.0176354262208871,0.449189552329527,1.04592212286477,-0.591377433026802,0.728547148734406,-1.0739791465847,0.450788037656267,-0.0498927750391063,-0.93491420612585,-0.40863855740044,-0.19077556748925,0.93946842491022,1.38274798166589 +-4.67143025470352,-0.5944432989651,-1.35650976319577,1.50344618416308,-1.38152909179246,-0.962738894286557,-1.02243500100698,-0.793273370432135,-0.0979387032353868,-0.642216248101533,-0.703829582199424,-0.225874276840246,-0.952966787583991,-0.880163720656911,0.374598622872801,0.663644570550588,0.238708972688881,0.220532593821251,0.736379308027512,0.668121517364178,0.830290667236209 +0.655389842848074,0.717181954689567,-0.208215358144076,0.771614717084624,-0.944897948866848,0.906038348773284,-0.401835815398505,-0.318794363334404,0.0345893866981961,0.326488201720013,-1.19759765805865,-0.933938806503305,-1.02692839064952,0.985625838417475,-0.401510067810963,-1.37782100185699,-0.159050397284918,1.64585987561843,-0.3659617674889,1.50323463318131,0.628175542833942 +2.06036078331586,0.0851291323708111,0.637726145103929,1.01416195716825,-1.19178153161529,0.567389270379986,0.821330457432049,2.05100452011719,0.699494323750767,1.89012491913095,0.375036337091308,1.32465319428354,-0.498446676408088,-0.175395452701747,-0.312051503060307,0.454306448261318,-1.47728289409294,-2.00257502461285,-0.774580053852722,-0.776584923290594,0.340880512742591 +4.37360154012319,1.03515583126704,1.00752582103387,-0.64125986473886,1.07558925803157,-0.349617573171665,1.16596178281222,-0.934799424447532,-0.589769302220187,0.0716625905736343,1.46073162917992,0.0985971827531603,0.219214243597332,-0.651822577015995,-0.667020648022118,-1.00413721551845,2.14967278717717,0.0172933816168241,-0.217138102572715,0.125265004495331,-0.450321916224977 +-0.734017477544735,-1.84711493386444,2.62528171318418,-0.0279304164920511,-0.164738958710702,0.576626774094442,0.624007263970374,1.08232653472882,-1.50611404161842,0.623091975945568,0.694385238749208,0.210631548086141,0.397273967776375,1.26118161464989,0.212228740405845,0.269326237970714,-0.877957078769865,-0.443909560615592,0.104285225117557,-2.36275963916384,-0.995582884188512 +1.60170319794975,0.331402498977672,-1.93567203677579,0.741544748747848,-0.740699778726623,0.53942578278553,0.122583241132743,0.00936780902131265,-0.660193820087915,-1.15769880375903,-0.164342244414838,0.384840721941116,1.00097718971652,0.632353951301592,0.774385182448679,0.559020804924113,1.28901726387539,0.360738239037023,-1.09488657003659,-0.0764969927900259,-0.735678990914022 +1.49094228360468,1.02242819977201,-1.18398440968793,1.42065769921006,-0.849676115842935,0.59619984712276,-0.983654611183532,0.148331426611632,-0.678726544018773,0.971013692212097,0.585720030744848,0.69109742123146,1.27113860438997,-0.445299324663613,-0.83082388696326,1.06684704692791,-1.65857364323689,-0.376316522456161,0.524250860760093,0.141044820353207,0.464197233697767 +-5.5565750715898,0.551192062432164,-2.14826480561388,-0.0921701439157427,-0.856975978090187,-1.60460209739231,0.617400699520451,-1.75297441640202,-1.65974361176303,-1.25342379449477,-0.499392853059015,0.166507394656362,-0.492395753062312,-0.348488327900716,0.374295907327848,0.55244813014528,1.71529435873778,0.675880808289812,2.52466406828429,-0.476414228628086,-2.05117201696243 +-0.87617277129833,1.44087331345589,-0.599969734730184,0.567768150910494,-0.327734023424884,0.546412645500144,0.854415165390726,0.78565086360055,-0.12749780328652,1.35556648169879,1.2017161098801,0.986684749482156,-0.766874992358646,-1.32326254146912,-0.898565911263946,0.799906859458923,-1.27766518454907,-1.75593185257515,-0.103826994527866,-0.0256772174269896,-0.938059870322906 +9.73488701113913,-0.0742190150722613,0.653308297305925,1.88399057327727,-0.591204359789768,1.24828445992674,1.29699487055046,0.198185817188504,0.35611429932233,1.19008367869395,0.603947009903627,-0.429978119705907,1.40312730581283,0.185615327624691,-0.737961516623191,-0.279053405182578,-0.310101710114424,0.401602031323477,0.47868141859688,1.02158565407707,1.34071984255963 +9.43823064110795,-0.113154404160432,0.260710893135507,-0.263957964746472,-0.90359728414187,-0.202718210477879,1.33084255507964,0.563682191042365,-1.29924512683943,0.080554929006178,0.315874085345622,1.55743058031825,-0.0465273325605241,1.00854778537852,-0.144325007130801,1.66970384211279,0.902879940029227,1.56730871687689,-0.158800008119165,1.71375053953829,1.42893259978632 +-2.74140917215935,0.856479837145619,-0.998532132170965,0.356037274722559,-1.10960340575367,-0.794391039280121,-0.148451906834486,-0.811967040818428,0.0444260986254929,-0.258866696707565,-0.140977562422483,0.782109816490835,0.140529975270465,0.302674000787535,0.604336314275359,-0.36624585627658,-0.515353413852457,1.75986638541851,-1.97294833813037,-0.204627421048432,0.220057846498018 +5.1392699375203,-0.185584100006361,3.3769117917005,0.882766390279285,-0.162380903606321,-0.23994161873136,-1.47802892790741,-0.0802475607082766,-1.94613143992105,0.954089122258702,0.931692784332152,1.4914880092936,0.455929283247476,2.00614746570724,1.21674985649208,0.48466618704829,-1.8736356711872,-0.246213951226675,-0.61268611528287,0.0862784976245969,-0.252733302372851 +-1.55778586848244,1.42805184990289,0.399581568889893,-1.13547687026704,0.829879170113268,-0.613473006364475,-0.213871799314321,-0.218346695979001,-1.85127292668382,-0.864765820033776,-0.419496331057758,0.0792138050000503,0.966455437705586,-0.088776241586702,0.0328049011207869,0.753232607326171,-0.80101627204674,0.202364473472356,0.738843699937644,-0.278237701795887,0.621879995444174 +-2.13689461224527,2.08176744409335,2.340060937878,1.02998960252797,0.3743182602428,-1.0958995821177,0.22091324708442,-0.563582929534174,-0.515598766260793,0.114506264658898,-0.947417019989327,-0.803513379771467,-0.243425477476284,-0.343682827402742,-0.505262887639292,1.05254462660347,0.720401738991175,-0.906653793683018,0.355376619074013,-1.75009605026344,-0.266431522236915 +3.97425711217729,-0.567490105106194,2.00364622862316,0.666791643254239,1.9421369824403,1.00032079541788,-0.35705831979693,-2.14985902235541,1.49638797291565,-1.15027289839783,0.181565876428306,1.07557274499742,0.363408069041694,0.33351301627385,-0.772236035138863,0.251130651097707,0.242267501737506,-1.10343505056441,-0.670746910635707,0.995860503753198,-0.258326617336348 +-0.218878387827601,-1.08775642392872,2.11092400436171,0.222828447160901,-0.347434818709401,-1.4880677539423,0.0841085653123991,0.396600579776599,0.956616737813551,-0.460215191763374,0.325698684020291,-0.85704327602814,0.227459775323261,0.339264238749239,-0.265704267857673,0.880580120371828,0.717132463918228,-0.942537645906231,0.00402728525284214,-0.426117517097054,-0.771330252291484 +0.921889935172112,1.32101019376084,-0.867269557970339,0.944108957400335,-0.29218810330911,1.3799296880787,-0.934362607526425,-1.37450112862768,0.733883994155922,0.176623945678594,-0.4183948187999,-1.02972658364917,-1.07758737416032,0.506946438148063,-0.0380209171899764,-0.0865371986875862,-0.245111218257,2.26006765386048,-0.947441723761026,-0.213561550845529,1.04670404197658 +-2.83689155734275,0.718161850872941,-0.680549714304899,1.15251363426249,-0.792194204093745,-0.172819681760774,-0.529836773430932,-0.33130609316696,-0.0287939120103222,-1.24490744943352,0.927749281779868,-0.684183935371236,0.767975357278996,-0.145506341294739,-0.0400264692072493,0.652680421405836,-0.559136701331125,1.43051597342558,-0.833719258091481,-1.48189062393382,-2.33091125738464 +-3.55414061462421,0.71950439392656,0.840573477679145,2.23964824988533,-2.00154636502423,-0.181228059518701,-0.639542378103016,-1.06004927142201,-1.23963114321076,-1.43572580389949,0.0075989489918142,-1.96647402633729,0.0705324080700992,-1.10686292859764,2.32087321262668,0.571535946299561,-0.146760465734176,-1.95978473357086,-1.08065113234475,1.47553893867064,0.581410206377469 +-0.617306441672648,-0.965098230744749,-0.464541366214489,0.130642623081704,0.975092929664808,0.086870499808907,0.349064085237104,1.72111710207688,-0.38698027512424,-0.372130232387719,-2.15684583838812,-0.252118849674192,-0.611917517912652,-0.538077716886093,0.0027038110859678,0.0677760745324853,-0.989758320260867,0.952544439434538,0.426347866794441,-0.205188320569603,1.1615869026035 +12.1250199283014,0.166458779385684,1.55092581164873,1.07913695957366,1.4389569834783,0.168977889926212,2.12804257266776,1.55813842256533,1.04121005869567,0.210561364531572,1.7051746412061,0.135245486382728,0.519098431211578,0.167684566090518,0.292920465360306,-0.610683528635122,-0.874107769535404,0.775381043923785,-0.881950980820027,0.208037493085666,0.107545045256703 +0.997913665735413,1.06034336593422,-1.02432824581754,-1.41270552309517,-0.0182062877460263,0.46724464368169,0.874224792458586,-1.68199180834187,-0.445790904299078,1.30667193005928,-0.244187547719907,2.37928325298616,0.983329209433019,-0.680755541220306,-0.106549440517618,-0.712295622613897,-0.812813939968134,-0.730542347689553,1.2208896809227,1.58192020701061,-1.90728727081815 +0.390627373332922,-0.366224063984558,0.384231521603912,0.544484713276386,-0.116669236530384,-0.479012845132328,-0.621588500221971,0.816515646666892,0.500251610955182,0.347862004758644,-1.50974466044833,-0.27458980910797,-0.926841884501081,0.655663231240752,1.17289912937024,-0.536251913801172,-2.09821625129223,1.3452659599634,0.569066330273134,1.07236432648397,-0.0152724832115676 +-2.89677064520372,0.339774120334188,0.726578258441114,0.0410085680308187,1.8078774848838,-1.88209928879504,0.783545967167991,-0.253107113836805,-0.793006494606678,-1.21631516354248,-0.357412451406627,-0.825394973889829,0.534992821694255,0.855870819254015,0.398850489447387,-0.200125129891205,-0.543688512128858,-0.445780668742295,-0.0359560913937051,-1.45201533582582,-0.311488565261581 +-5.53519169610305,-2.31638786086451,-3.45050242350714,-0.759807966202677,-0.0782888501294682,1.25493076717992,-1.34727076539409,-0.265624999965119,-0.98201357725844,2.57214776932293,-1.01700204849867,1.36481009744419,0.236970198783292,1.16778427472825,-0.608041375279115,0.216235302965135,0.299134016930403,0.277960596084486,1.0401711497204,-0.518213300036604,-1.85703554066409 +2.40104196568736,1.18834791279017,-0.302240735909467,0.69781413461956,0.5479711026747,-0.507406029449661,1.39987097046212,-0.704516425528189,-0.932836814471416,0.594392581048468,0.872706561499817,1.67182215713901,-1.79971606694671,-1.02398301136996,-0.0262143734396673,0.464285990550032,0.951178595716381,-0.312868099767917,-1.38301637264766,0.694849624543611,-0.563073733257585 +-1.73966330126954,-1.39033602649513,-1.60893375057821,-2.21497588376592,0.924281506877503,0.876256788573966,-0.606865948356559,1.86662192310301,1.27441181833004,0.894504398183144,-0.964757264569596,1.11241815794988,0.23520370425534,-1.86441666451498,1.01103367667306,-1.30240013488507,1.64618248621586,0.383895220759885,0.410937814986102,-0.795171173969166,-0.650143140631699 +1.64076590025751,-1.58618502330435,-0.718498732007579,0.870477528013297,0.362143018295114,1.89557311823307,0.26773978079378,0.031910544188644,0.464111781285394,0.106701979878346,1.32470526496788,0.734607259132309,0.322309925701529,-2.22753287572498,0.204356536076866,-0.0641061367344589,0.151264050807424,-0.642830450300004,-0.241226682067367,-0.512772043959216,0.471205566376827 +9.23973723998643,1.30293382419895,-0.265265431446959,1.04771846011813,0.456892965004882,1.74619477651177,0.00644660954426356,-0.0513621110260924,1.0926485874419,1.63654597009164,-0.109122874884401,-2.68918533904459,-0.51147166913024,-0.024311941873466,0.69993336021433,-1.28740404214232,0.551797797080236,0.0706741169152832,2.7166661777513,1.60228039931902,1.09002582053481 +-1.93224845886013,0.736818182032297,-0.835391558395808,-0.403856613724608,-0.675914442119761,0.0267084012119638,-0.740159244562474,1.06447976846257,-1.72459393213521,1.0961951251116,0.122757335500739,-0.259289870564171,-1.3841954081744,-1.26017295015058,-1.93719195715006,0.377765938154991,0.657097618293198,1.98609892964921,0.317031828068158,-0.806797179425412,-0.538070608596045 +-4.77903256564673,-0.571109489158664,-0.379635526788475,-0.847328593805074,-0.80720171050097,0.602440664757057,-0.483732984332851,-0.629993349350479,0.209718326884471,-0.483332641135112,0.312811798146422,-0.661769322304845,1.45562323143272,-0.17317199797698,0.336079092761179,-0.268241800671308,0.633735448267858,-0.991122996705179,0.166349065237516,0.823426898164523,-0.677014082653189 +-5.7636909808695,-0.420380806075636,0.22312030537111,1.15612831050393,0.18375132681837,0.0803639191741477,1.16901014539025,-0.514142303702537,-0.0152732002390038,-0.28190463871876,-0.322513225356829,-0.493462579327844,-2.20020885513176,1.11343489599207,-1.36471321436887,-0.826153630177412,-0.086301188846147,0.971564884523358,-1.95900706404798,-1.72190427360187,0.0027270141607979 +-1.0468139925338,0.895919378928683,2.66584562748559,0.220373775173915,-0.283452701369355,1.21254268988954,-1.26427816697331,-0.768848662888651,-1.33726950850185,-0.920693126422204,0.569817046394339,1.59945881576943,-2.37548087380999,-0.0822793709096022,-1.05935340585627,-1.01136379953607,-0.251954128366347,2.04278772915614,-0.13530736959463,0.491813927219182,-0.828190097427675 +-4.49420212853504,1.09070441965676,-0.37990378057292,0.461638207288058,-1.35259901272124,-0.693807122921368,0.654993368914168,-0.25505790292627,1.77158461123773,-0.192129295060731,-0.391347392091477,-0.790294381536916,0.504227952091073,-0.968814329698143,-1.17533940035965,-2.05487036442633,1.29513611191851,-1.34385636593387,-1.90038802414251,0.649823014547635,0.323795187323461 +-0.0253567124854993,-0.052028492656639,-0.123913447658266,0.981193144870103,-0.708332101482845,0.639105550229037,-1.1124753495165,0.162890767785949,0.329836955151117,0.497421926798722,0.499341510197677,-0.61606248893732,-0.305762065538739,0.141714166881958,-2.42594980168998,0.30554930272342,0.5798682012029,-0.431518606590286,0.904283070090617,0.354301901320575,-0.0330257303044062 +-2.95749964429049,-0.670079845603982,-0.60446865547781,-1.22975204885275,-0.860316935385172,-0.591531509015525,0.221459144879345,-1.08142425430354,-0.217602934721255,1.91898706040179,-1.13894854743357,-0.0705502997578936,1.5765077707287,0.489841186801142,0.653680609320038,1.19993951744516,1.44002718842615,-0.396540210214529,-1.31470498232941,0.592006864956394,-3.11214231794445 +3.9063448562655,-0.399551243973612,0.154725736123256,-1.22769261276508,1.17287184898598,-0.369027313098304,-0.118030565212289,-0.621793006700806,1.36027580082954,2.79656969997857,-1.53567771198373,0.753666832090818,0.375163607254473,-0.0897773637115537,-0.456265364082874,1.74455986807594,-0.134599706926343,1.79806225329624,0.174938089505948,-0.347103834942131,-0.144562867060295 +-1.26439158508951,0.433890095946288,0.00741573156546714,1.49583105247407,0.363270794063277,-0.0401571362126334,-1.38075573015455,0.524822865287918,-0.508605584817922,0.566718758056037,0.497478075507604,0.0817614570362289,-0.570662362700688,0.547892019794953,-0.532596810431018,-0.570675036126955,-0.337949411875026,-0.758392323397583,-0.00383314366839454,0.233086161956896,1.15795637057141 +-0.192609671036243,-0.187513913379056,1.26662932585255,-0.206667892588881,0.125229007109727,-0.865679355440451,0.2076724530317,-1.28293700176063,-2.27463183014252,0.27272156944051,-0.299788297435315,0.984972593346152,-0.0636484789263814,1.05493107168028,3.08775056897543,-1.48717863185757,0.817609425249026,-1.38794274558018,0.383414775117851,-0.467458290660089,0.581464057670743 +1.16414621655803,-0.993704953689841,-0.245022952214231,-1.03403143420566,-0.0653771710992242,0.27005423462781,-0.534819990174046,0.498321822401661,-0.374387326159589,1.55627177439756,0.318453857774149,-0.0822412270731574,1.89966680631697,-1.38123133155244,1.58046815529068,0.536129164037037,-0.622346084203311,-0.555603281235126,0.459356362973831,-0.636368396773844,1.5297621853207 +-2.6265666777742,-0.922410202217711,0.0820310655081055,1.26937501695833,-0.625941243969548,0.577395616684513,-1.141488488409,-0.489322306270614,-0.36045146323189,-0.707481972509925,0.961271601610292,-1.72087555840939,-1.26151592783313,-0.766657697513944,-0.094050416091889,1.00908144941011,1.03005251512626,-0.648975434080579,2.56559007080381,0.892412669974018,-2.11994203395724 +8.26833806988518,-0.0225864996708584,0.0642412509743786,2.01041264756203,1.37292035973414,0.824841322638263,-0.810304598543712,0.461593096024216,-0.209732535319027,0.493051416705549,-0.170941002869617,2.55783422510416,0.143478854153608,-0.0929117628666675,-0.147468738620994,0.779107195870007,-1.15009305897565,0.437930737178849,-0.588909786419449,2.11868560396494,-0.632436080435969 +-0.285955479456918,-0.0107398513546401,0.0276320800357531,0.456674193430213,0.662367435555945,-1.52580418398929,-0.23267899138049,-0.979972113292988,0.843539980304403,-1.17760288448515,2.31600988926895,-0.993433960697463,-0.0758415936314969,2.51890379211636,-0.744601670541381,-0.413424657685017,-1.08493864999308,0.264028931601262,1.84784636916851,-0.354765350213731,0.0318054871446134 +2.16359304504612,-0.50023695238265,1.40405474104577,-1.59930054971134,-1.24097718715486,1.1901018591399,1.81267295441687,-1.12478962186914,-0.24984125400005,1.31235358537605,0.577098340527452,-1.09243948904094,1.43377386124367,-0.952289395383381,-0.848503070096345,-0.671930679136825,0.400685113108134,0.18921942277524,-0.758016722227949,1.83454527643224,0.381462739868221 +-4.85159608727436,-0.181671675591775,-0.418993654321592,-2.1179688454883,-0.828537551328041,-0.493413035324389,1.14408369962724,-0.915454158694926,-2.70724738166609,-1.02807968353533,0.639808625689176,1.05152446171044,0.265703624324086,-0.42181701555463,-1.09740779260914,-0.631105996930104,0.39350779545263,0.913133629844452,-0.0163648768808207,0.738578021857927,0.727314320199533 +6.98490063735065,0.189541446490689,1.59304159889972,-0.106937917748605,-0.607417266251965,0.0179497176168808,1.06714500109314,-1.05450623370872,-0.134041409774424,1.29563745645028,-0.18310416869883,0.990909730505006,1.24284213349222,1.21691275975,-2.00861509157882,0.465859407640198,0.303858305786622,1.15155970086408,1.59430063956705,-0.897606367267748,-0.0869333549065196 +1.53589535694222,0.502988963491515,-1.07887815643691,-0.205695816081088,0.0526719644324008,-0.0552172235153621,-0.569629658435807,-0.362907500839658,-1.1664177516183,-0.911909389484649,-0.340793050104241,-0.214294304402138,0.611952891949891,1.01446969006747,0.908383068539766,0.988975482301644,0.118171688636659,0.605895711115363,1.08530355834893,-2.05340760537562,1.2130406894458 +3.40997006712237,1.67391946012022,1.19410198187371,1.92010958038081,-0.158549945384297,-1.87307898506961,1.57259993516554,0.820947273889617,-0.413134133944481,-1.28665565269984,0.52133099658068,0.887989693081186,-0.892922772386335,-0.016060256678015,-0.147880900873585,0.133105547417097,-0.318196554605472,1.58625274252567,-0.873225138305966,-1.25835540660867,0.194235383876524 +0.130346196111528,2.54722815235059,-0.802668704814646,-1.40166321257892,0.773045425898019,0.316975941813825,1.08604691636135,-1.0115813338704,0.865703927425041,-1.07845337116749,1.03196827704032,-0.58954142947008,-1.75786950103704,0.944798992285678,-0.49989174607151,1.34998679065355,-0.78434904561288,-0.636029126085671,-0.742541923562491,1.50088994562193,0.00056558821767451 +-1.39005790231855,0.522148839429825,1.38581465980732,-1.4886634733913,0.851256005143927,0.391123978743286,0.977266692423279,-0.0818203237489124,0.495459462947661,-0.484754068199667,-1.6298671955324,-1.03851123810773,-0.946984736007744,0.724418711537429,-0.424422521150103,0.368266410164379,-0.917347061768964,1.40641415791065,-0.695508171680395,0.0687166878134432,-0.691362554317312 +5.99559145151742,-0.892420128033872,1.67536207491516,0.574967245730249,0.746321674167177,0.0997307106867604,-0.190902054441363,-1.64300584954757,-0.101497873406274,-0.334010599439883,1.08562060517635,0.526705948917183,0.66057964794088,0.760199535922901,-0.568062131623753,0.788416291810725,-0.0167099888641461,0.853845580718613,0.0572572837215095,0.28960078144412,1.79011910931707 +4.69469559582304,0.728312607205519,-1.14581031694963,-0.823118726296934,2.25397669703536,-0.310060973781575,-0.105522516911058,0.583075799179875,-1.14704778005639,2.72220040609834,-0.0410149818007652,-0.0913764789685856,-0.0155645846965992,-1.12797103375606,-0.24709488789348,0.544995184591032,0.346995794214487,0.179385198868459,0.0996880775094574,1.74569447294851,0.190354179073831 +3.94475127417411,-1.15892302722338,-0.415750081336863,-0.0562485338027994,0.074150521789498,-0.420255813156326,1.28284603439475,0.750906861207018,1.51846971975341,1.70411847651858,0.455205586827888,0.75008829733123,-0.745270462559921,-2.28281598300664,0.904938297052364,0.600575625358001,-0.110675666515834,-0.747829773999526,1.35387048981327,0.156531735714315,-1.0799786380776 +-0.757819015423387,1.49328375009263,-0.755787868067703,-1.35272219138235,0.790641480225755,0.471505601425572,-0.516605962154453,0.0711937624142494,-0.110997988543076,-0.608631214978889,0.0981868675983825,1.42300940745003,0.0713177528760178,-0.68307679701556,1.17910141640413,0.028032175420128,-0.443960176807143,0.295475134414103,-0.405661164528286,0.0409153286084151,-1.46662362628106 +6.87976454878351,-0.848249916365337,1.09146845314109,-0.67362764725716,0.2128991844471,-0.661395962135771,1.37889074602612,-1.5354492195477,1.19593896557856,-2.52762560614088,0.311487583339035,-0.533686334066804,-0.0325583020870982,3.00413366094765,0.827847382295166,2.09502093034241,-0.621119634129813,0.239790526302541,1.22283522694245,-0.0557837335586687,1.22776144992462 +-0.110312155296119,0.307681941068345,-1.52645029424493,1.69247461616247,-0.618315449670664,-0.284515494618574,-0.445831727277197,-0.800233517228272,-0.674560855834862,-0.0910586904055243,1.64973162715097,0.683210356308437,0.191156862343117,-2.10343783175509,0.921727012252981,-0.0552339268589601,-0.91071264640371,1.13984127532907,0.659986777766381,-0.564908038760601,0.810019023966915 +1.59697386200038,1.93302241579369,-0.34515595340841,0.938108678522464,-0.615434958335396,0.386456136075511,0.929238469609682,0.108919493325408,-0.758479340427227,-0.676415346509611,-0.0722675034072772,-0.232534568628951,-0.535750501579726,0.510898467138814,-0.346107350366852,0.204043667755619,0.583545664418509,-0.08524246789646,-0.324160531701363,0.369838474879912,0.438168822629532 +-5.8989910954449,0.702543350961017,0.452480593531696,1.25073497900622,0.515170843851897,0.443423018819038,-2.19414218833549,1.12413197637208,-1.04122723486274,0.107664382894296,-0.998308951118352,0.671387881912256,-1.18715112534729,0.0559701480146864,-0.700941399580967,-2.27246567489815,-0.434666688767616,0.694169475507463,-0.223612233689751,-1.58418610121858,-0.825709119068468 +1.52130839038804,0.0163097181286463,1.09721420437947,0.371040595916003,0.0822048772836217,-1.12771206365421,-1.04137084887279,1.94441159764087,0.774584165913241,-0.884266820163803,0.260432009830397,-0.602115892699231,0.59121369323745,0.55493336273238,-0.850549417502447,-1.34499587425344,-0.864928193628719,1.8275517889337,-0.0245262379148725,0.220615367770654,1.45434183212277 +7.4877238319111,0.64146852242195,-1.7072100148514,0.0480167828125112,0.297883476293727,0.91215985244317,0.308535867777876,0.471808495770802,-0.453348191298802,1.30131552587989,-0.943602832787332,0.734783809227233,-0.387846974148433,-0.918534385955837,2.09775398288944,0.676611955899532,-0.0972626324376118,0.970143879584408,-0.24040864650128,1.33808755719563,1.60457363556904 +-6.38071641569132,1.65521896823963,-1.09325505004339,1.56366908241468,-0.99869135047278,-0.54793457303082,-0.123374486759074,-1.97496040604487,1.13782620552934,-0.535559374704111,0.638728704697371,-0.799805560192765,-1.80048770188965,-1.44431511418688,0.0120451461216652,-1.47487200244575,-1.16009331700115,-0.133999864321038,-0.257324962724167,1.23766586270107,-0.0812463136265784 +6.17598152488014,-0.859635473323073,0.260331526438525,-0.660121974835142,0.249126266366052,1.01177741234574,2.04264858438113,-1.39231394521342,2.33429131382372,0.807896635406917,-0.887880079675368,-0.135543171728078,-0.858967921978762,-0.388567974331953,1.18385698884915,0.793958493013354,1.54792171523835,1.20835960637404,0.557090431573129,-0.805488838704166,-0.223195037780659 +-2.22457521262,0.617383993082701,1.10543907919506,0.324000950250025,0.449896524626292,-1.45333369972442,-0.104149744702652,-0.38093547165887,0.262205077323813,1.0935517334141,-0.772267781002486,-0.931050976706111,-0.188268482039435,0.458715081555821,0.783163933976488,-0.383168759994444,-1.39920034839657,0.278572037542064,-0.187297221363971,-0.0827029362102758,-0.206415041493129 +-2.41950885619309,1.3358365632773,0.268570223323396,1.0411446773288,1.51627317291822,-1.04249756024971,0.737765356810735,-0.634149954690261,-0.312174077442691,-1.65897762631002,-0.583760319035473,-0.819278290858545,-0.666731932729646,-1.05693229714189,1.31676742400676,-0.910428982247661,0.325644906674937,-0.470121383739719,-0.480018339811123,-0.247088121050539,0.0301049493358685 +-0.373236109914311,-0.534008777512591,1.56497671030967,0.419313483450906,0.202825762886295,-0.120043676353121,0.447496975150188,-0.201102371715046,1.24297717786107,1.13080737587646,0.525560815806734,-0.812900181649211,0.387253652500364,-0.258484829239204,0.220176786249973,-1.06698846810095,-0.580596632736321,-1.35699411491426,-0.62342457080065,-0.0972272370931371,-1.30109241636452 +2.68118313704027,0.528372843865696,0.306436427782882,1.30605320646064,0.376402613087037,-1.26773035885151,-0.803477243811182,-1.40907468191907,0.967606982454259,2.62991223062802,0.753866633124883,0.0470393851250196,0.654196233917058,0.971826735796798,0.665664115077223,-0.938703949062131,-0.179928000558455,0.130761779458327,-0.94089361947773,-0.591768376770265,-0.0466590754536938 +-3.2946199984123,-0.0736982280120939,0.128607174364382,-1.44394817544137,-0.292925065113317,-0.930794539050968,-1.07265502522245,1.52633010262799,0.49723142655763,-0.603550978756205,0.81124607383352,-0.844860367900397,0.376021223279726,0.490586044736399,-0.754430986965218,0.292542595638971,-0.834311609275407,-1.90245701923836,-0.324067618323022,0.15381244962955,2.00742308198063 +1.80153775409796,0.10945948622736,1.38274701909216,-1.11464024579915,-0.318214313787903,1.11682371025668,1.9034152358707,1.05899615785721,-0.311271047299212,0.602287840248332,-0.84772678431385,-2.06707419765717,-0.655839483616901,-0.625313056187559,1.13842789730055,-0.903314110483328,0.326055767547225,-1.6773198309379,1.68282212370497,0.0134457140382869,0.527036245956952 +-0.132981088970441,1.10018088111999,-1.43111199126513,0.110405831211322,2.49550917453715,0.375154522587863,0.313900108641216,1.09512410501828,1.00887507081121,-1.14476389479212,-2.5004402924498,-0.58861533698144,-0.247288903912431,-0.645697266619615,0.779773270410008,-0.48657428227455,-1.32565825534824,-1.26854911771197,1.16788088692589,0.667259561523035,1.64614411599978 +-3.61400093721194,-0.153578002098822,1.29139246303146,-0.475683034446591,-1.735285644855,-0.57287109141621,-1.15965868948718,0.315526166418211,0.0145345107265993,0.416903918032685,-0.351713846838778,1.54068383170442,-0.428999303527719,-0.634771588639113,-0.0601362429158503,-2.04892506312647,-0.305601360480523,0.0258803692800346,-0.67581913049771,0.352118756009124,0.104553907458258 +14.610640839811,-0.15625791081502,-1.25181522913777,0.929144061775325,0.63041231651401,1.93212030851787,0.920897966526184,0.590161904341219,0.913866444410891,1.47585879129508,1.64455396438618,0.484703799088564,0.28426843878395,1.60342756969669,-0.422499485747882,0.933144686812136,1.09095719794242,1.23738815016379,1.24576659015075,0.291106884798936,-0.170371541744955 +-3.67531646770569,-0.386373125063289,-1.93552570868334,-1.88729187677198,-0.433306862802841,-0.920184736615291,-1.51028919212372,-0.417868904975218,1.92153229574804,0.134483792269384,-0.113195130058538,0.311949718133881,-0.629122641950029,1.72105915769384,-0.0833022382790538,0.963800460487642,-0.772613942726339,0.767171664260188,-0.419352492320576,0.856078615971595,-0.985266187517219 +-0.632603093100507,-0.846819493781224,0.921018375118924,0.317499793861927,0.489166352831435,0.0405012449150546,2.31603278143255,1.19264405602765,-0.926529821848709,0.419590234046014,-2.3809100418952,-0.261747838606987,0.224752611249957,0.532683253958909,-0.806861683375795,0.0794733360882824,0.690082427435646,0.390782520190666,-0.10529013574293,-0.537944462321771,-1.5939082610277 +-5.29397171059332,-2.17292680199008,-0.601336769948651,0.520250349124426,2.05606765400668,0.359735737148829,-0.53427809493794,0.840827404016502,0.766127291777448,0.0115197898673237,-0.485396948336858,-1.2795056246016,-0.875358083781489,-1.46587929151598,-0.720082623487893,-0.8196667108685,0.0437469980706013,0.573008914059558,-0.0295216923018148,-0.652388551358953,-1.31395828920233 +-7.07647099831925,-0.717906200372701,0.728415786453802,1.28673007774702,-0.923829823556977,-2.49914326320886,-0.751325565479932,-1.29335550831163,0.798284148978743,-0.301038796728394,-1.02065140082078,0.0407113214760598,-0.45416317652554,-1.74259368383856,0.412496985475311,0.569518835757023,-1.27002752028307,0.0011234275565394,0.696683469317267,0.821254760133719,-1.1843077193237 +4.97053553652302,1.69978276008307,1.03318784684836,-1.09313704399065,1.86177915609932,-1.86610454026576,-1.32097102833416,-1.68096954623976,1.18866291720798,-0.578126431955636,0.0541884778524283,-0.713868340423353,-1.01701021913706,0.541922973506842,1.59520768729071,2.18840404773809,-0.256575578546536,0.162104973804003,1.20765042333115,-0.707679798810523,2.63133650356467 +2.52870056739505,-0.0691932799408589,0.6222016492796,-0.480284035931943,0.384824802483762,-0.194079988580178,0.53016529098032,-0.761773226131871,-0.187633765404022,0.977692825267915,3.24034740306665,0.820490640051931,1.56111061153006,-0.823472791860077,0.673603127862721,-0.640964631301932,-0.877481596421952,-0.803571863588597,-1.2061054131128,-0.562662778614559,-1.41375566693341 +-9.34775247727755,-1.27818884065016,-0.70716971923501,-0.0404353618481192,0.97624035290003,-0.167112626225628,0.696597820400896,1.10101281357603,-0.392564750652142,-0.535049675972695,-0.968171320030866,-0.593023794386377,-0.000566868227544991,-1.13727106732771,-0.923028038797484,-0.174925118079831,1.26712320624778,-0.770482035131113,-1.89197612840997,-4.54212228770171,-0.416124929325937 +0.635503451924529,-0.575407734251262,0.461333852674532,0.440222000815111,-0.314770268215512,-0.482545999422292,0.0571745232154708,0.94101399320456,0.218421975867717,1.91246817159328,-1.03783300917329,0.343393083105929,0.511943190567844,-0.121103331798584,2.7735837746533,-1.50246220121168,1.30528027614259,-1.33317238384973,-0.599596880402151,-1.98730822278864,0.296369777516133 +0.33099021977578,-1.38964448538608,-1.0163836794741,-0.505330813932349,-1.20382574861375,-1.47486989814706,-0.710036994269977,0.941950755825354,0.78746366471199,-1.56918957751876,-0.0535268018571969,1.28949212861513,-0.0656014939805825,0.935155015870794,-1.27586078040437,-0.410252416415112,0.994870237220248,3.02808457522459,2.06088987472483,0.0388333552681654,0.364784004562375 +-0.40430424847069,-1.50259250797092,-0.0339779486390467,-1.52757957963338,0.982908197867841,-0.947374556788024,1.00059027397171,1.40756409511555,0.408657726136085,-1.1376735120371,0.497834480565232,-0.253857147510129,2.04048257388252,1.07031967340999,0.183885377193509,-2.26817618416144,-0.380227177965716,-0.464340329386249,-0.104471877042419,-1.52542010515625,0.892538482455239 +0.598179091551736,0.931253719291296,-1.20252100269622,-0.448317461748581,0.205597841325199,-1.33544125087162,-0.369736042848697,0.610677606849995,1.68351097685855,-2.254966028958,-0.115947405391345,-0.972069110022113,0.0431734493979153,0.851375590399653,0.867712555747174,-0.390532164045581,1.15302069301494,1.50763539962793,-0.420214758749506,0.675415106442583,0.858626526181057 +-2.04347167294991,-0.291129082572854,-0.352104064384841,1.34177198501587,-0.0433652272344394,0.673211084420893,0.804853201547168,0.742577169041049,1.39181333444028,0.846449368158457,-0.42465021619817,0.18166974213465,-0.0542187888552522,-1.34208770184313,-0.720539693528804,-0.189006700145157,-1.6922438801583,0.0411883368105407,1.43490865421639,-1.96915211653948,-2.26218011716166 +1.06478914715145,0.677169792832732,-0.203795802818372,0.0682089978019197,0.285474689324738,0.0253375622088703,-0.520185274161099,0.86476791022039,0.340403912586202,0.145440005989115,-1.45561135868809,-0.912631139699889,-0.0135526962414952,-0.0124604732676209,-0.565134797141522,1.11257200893332,0.0453763492660641,-0.058971587307842,0.124312038883394,-0.00911942159588915,0.644550526217614 +9.39002953359982,-0.626770391647181,0.0492024073336093,0.697112493857757,0.589617516279085,-0.0739565405491938,-0.212655885097512,0.756978597785352,0.349956822299111,2.20415779516218,2.17857234807026,1.12797447207226,1.14160850894169,0.686761291912959,0.0122323550265656,1.49951770723658,-0.288655693045517,0.528208012484209,-0.54959009096208,-1.23229087787189,-0.561589532895412 +-6.91660126831265,-1.44247767529148,-0.532814415791617,-0.256433099589335,-1.36332919674873,1.24588697445823,-1.08406738411564,-0.000619187230548752,0.521023545099317,-1.13012612256832,-0.973202531300258,-0.539076603888682,-0.471269273709852,-1.31012048619396,-1.95529297485171,0.940755163630695,-1.70561168872383,-0.202811935984205,-0.391689010359109,0.904923597431827,2.71351849581188 +-0.785708661690931,-0.590451563152212,-2.03003450817618,-0.910386965388383,-1.43239947976145,-0.925321174144976,0.62940727662906,-2.04144434505771,0.283626026511138,0.954456602066648,1.23439568846137,0.0488249841177436,0.165854495840241,1.04568455596775,0.839649119904027,-0.169715368729951,-0.0899714054029314,1.09862535299007,1.04753920331554,-0.139581193117067,0.498565992280987 +-6.07033895422514,-0.792246797005612,-0.63593389439462,-0.602542125555121,0.482662495474089,-0.752069498442844,-0.0205729329722848,-0.507212469735819,1.6832499144213,-0.137414727030739,-0.802215455420383,0.576891519993278,-0.138866279435157,-0.709142965731854,-0.665139751548599,-0.127451695541433,0.049556853022342,-0.407292170949047,-0.302989903543913,0.269574603017405,-1.91930718182757 +-2.9126538738565,-0.931869974589519,-0.938002586969497,-0.726034743991053,-0.934522792115721,-2.91185418382214,0.150956323027738,-1.08287565214501,-0.48183126043536,1.1423785464757,-0.524117623604068,0.497596517228883,-0.231343452217209,0.862493614291608,0.25159392603233,2.22832118833985,1.86407319459017,0.390407187180648,-1.99605103136378,-0.958859303165854,-0.69964985983087 +-0.174252139175263,-0.0176965659071633,0.0452299682479253,0.911508061074109,1.01401985478576,0.390743694315563,-1.21259906817322,-0.0103232223105321,1.03108355041629,-0.950013154697996,-1.07068455573509,-0.0902819181248605,0.917761738972737,0.521454902131108,0.2589470011215,1.68454749751199,-0.143858662591234,-1.45341154321156,0.193288881288102,-0.938599683227247,0.693186807330421 +-3.84376893359728,0.993062810582632,-2.10018217242513,0.154002443654336,0.819990147051161,-0.450753885814844,0.889979223639214,-1.18853818078639,-0.727563543685757,-0.873280856465537,-0.231920576779468,1.04454732723902,-1.04519308328983,-0.939250876957137,-1.31825901627728,0.0923993372479263,-0.965815363166507,0.417403911457915,0.833384069242645,0.039064302971623,-0.0882825651267859 +-1.41822315024027,0.0435650240715116,0.620689116924818,-1.63485454003292,0.625122024021327,-2.17612031630087,1.16185139449453,1.40047023430593,-1.01338935201249,0.362469685313423,-1.17252774975894,0.623730227451629,0.668317893047845,-1.16747983119508,-0.783809321389014,0.0871052760503511,-0.0247126013807048,-1.26713189978394,1.45847886511532,0.477736644961171,0.910847614982486 +4.119836516752,-2.02353097968475,2.60316312711435,1.10097175973858,0.160582180222393,1.04324868918083,0.485665456861176,0.363818936495474,-0.785804118083055,1.86670126878925,1.0287115794672,-0.614068489943907,0.154842986519436,0.366081536387096,1.25922941781357,-0.942304653097268,-0.726845832660187,0.141987654413628,-1.69152243240614,0.71239134736193,-0.113473888023219 +3.02857564959017,1.89484579534605,1.14683784823331,0.84827810759068,1.95903941775951,-0.805999199498915,0.25880915479489,-1.06176947952911,0.0329198382247463,0.342353978053375,-0.0265584712047528,-1.98741412488253,0.486561940050705,-1.18667003444889,1.73018922833552,0.45224825746726,0.826039939490828,-2.54822550570401,0.863627039501487,1.18349961048083,0.0402328858184208 +-4.5737079413276,1.18031853854443,0.471536597909679,-0.900627840273579,0.0231753065059906,-0.897252498821161,-1.03263787440293,-0.175999579132814,1.08097661418041,-0.00650383552854809,0.247042225657918,0.394498021245026,0.216198881734095,-1.55224492058373,1.2850541832605,-1.12473602803181,-0.559533151234603,-0.127542483117271,-1.46045164430523,-0.529689735716303,-1.63302322037529 +1.12643692867202,2.41416347802723,0.199160399611508,0.22639846439681,0.477594744998346,2.32681055865562,0.0612401407457522,1.19868968372615,-1.198640517566,-0.734782042072885,-0.492472912224374,0.828788492051,-1.2325559113339,-1.65612067178268,-0.0468726288004947,-0.222041199861053,1.47016518816714,-0.598337098896852,-1.88406143805965,-0.805532913905322,0.23187373541968 +3.00689336150775,-0.240663163918049,1.81666686444626,1.35837241320817,0.913605619973458,0.106240875941613,-2.37836762762903,0.203152673044471,3.28786154666883,1.225602989395,0.0903867700073392,-1.22425745595439,-0.113318523101623,-1.56685961873323,0.253835332781102,0.675766122881319,-0.0913620884753329,-0.235934770591589,-0.704887992095236,0.183431636718769,-0.545252469734622 +-0.547163122940396,2.07128941428934,0.0704696158674511,-0.728857931548931,0.437392964658982,-0.00550081406687334,1.37270194632316,-0.0398311719458154,-0.427187398290235,0.527758382224525,-0.428513781463731,-0.86388341024063,-0.689118180879628,-1.57819512596326,0.701457866698937,-1.30086970538598,0.634066963129893,-0.174071171589204,-1.27298850569895,0.44156179171832,1.74603477383975 +4.51399373598287,0.232714077622351,0.773757781543787,-0.236848855305858,0.0442058546586604,-0.136431302361257,0.412882343685601,-1.15557827987561,1.23097301721781,0.843014447067207,1.44500263966926,-0.598160081097611,0.41162056583443,1.4167903830066,-0.114703719036791,0.623783584989973,-0.494392415997266,0.268923910493285,-1.21810023981111,-0.115485202087513,1.2900457290494 +-2.74076439688878,-0.373468344090581,-1.88562659512408,0.792784566544978,0.460590662196086,1.41332164596634,-1.60316012894633,-0.222056925786948,-0.462933256756165,0.166028461034674,-0.00256372327965852,-0.243255957723024,1.06483743701871,-0.0648940495686664,-1.60202751072344,-0.814641264205544,-0.530019932269328,0.988896593746264,0.559372145191729,1.254147546193,-1.80522114714683 +3.55312192124315,-0.833345632321643,-0.490968282824733,0.419357358194854,0.570350134574278,0.502009373263213,-0.594649386273364,1.16918853914117,1.3114643303898,-0.964301561901769,-1.72178074116023,-0.332985687986552,0.354796229540478,1.29605305102491,-0.208222687524238,-0.896954250938851,-1.65648777056832,2.62434979728289,2.21691004047363,0.675756007707173,-0.47138361958796 +-4.81551025300357,-1.4634080799318,-1.43820276456343,-0.762842933829979,0.612024939625343,-0.117772201417226,-0.209483273724704,-0.94222182994674,0.787291661032921,-0.0457257397964873,-0.197656350230684,-0.0156073538327166,-0.134839132568211,1.76714954895608,-1.01690543118552,-0.239111959984429,1.09886413797999,0.308819130584674,0.286959343219748,-1.09310697514192,0.615050049725418 +-6.75166989179032,1.0357192604692,0.49379892374245,-0.190600871054437,-0.395944665526726,-1.84870928033661,2.5247502393075,0.43263298439494,-1.01193348724445,0.105327399521987,-0.76772677533763,-0.945787418699486,-0.802627930667078,-1.02094150562811,-0.409656592213703,-0.130176056347204,-3.37414483148633,0.0934918625131977,0.127719965378296,-0.516809103357859,1.24616915538644 +-5.68108225896248,1.2928747106484,-1.9716042465531,0.235531118162996,0.0641463739604158,1.21682477183341,-1.48960743082769,-0.240337409312116,0.0368217868038465,0.238614549119763,-0.388347971811172,-2.50492321081028,0.759538756273016,0.621574005949799,-2.35636680898781,-1.41746205197519,0.179981271859743,0.714199897175755,0.373692713199934,0.330495143707927,0.174095945469891 +8.79290310245255,1.1439845441714,1.00013851743262,-0.149314239408793,-0.497044455814731,-1.24355911247892,-0.0934375099954644,1.61417405352817,1.61735033835103,-0.823091857422455,2.07990740397308,-0.610845852573451,0.785525500887847,0.297142775091124,-0.527968531161799,2.05426893366494,-0.862890081804038,0.70417375592714,0.873622439997197,1.25788900254516,0.756178449685225 +7.59023480688875,0.705208580620038,0.197552970200069,-1.71304906872537,0.0984596279490095,1.13214364326093,-1.39138642521505,0.869596068181579,0.0333549864565246,0.929784317012708,1.86737041655312,0.952236914436903,-0.907103228418049,0.113208141579697,1.04733155901934,-0.683469773031495,0.189675978759606,1.18007315710351,0.0541171378327508,0.86061175021651,0.851645288344288 +-5.80242961817734,0.287844943555178,-0.411937592982952,-1.39629075270736,-0.883791851583384,0.111998488217116,-0.197077925794155,0.540233037438383,1.46211875745355,0.845960282515721,-0.0544017686420735,-0.233729676525975,-0.177520090474015,-0.45742733247744,-0.375264162691125,0.0857452744006425,-1.33040027657516,-1.31915038775422,-0.64717408927295,-1.0313155646347,-0.00702519720340434 +-1.09138234186874,0.257633142939952,1.13699921172426,-0.0173650773587683,1.19460117017448,1.40254774410078,-0.992821777971652,-0.753958909861477,-1.1663241519115,1.00259388102273,1.84403278923615,0.420989999497477,-0.663840098781199,-0.177546733570906,0.635839012698197,0.174082595282057,-0.52606422858974,-1.65752063705485,-1.4653282073786,-0.973493061944537,-1.74874755979895 +4.73554835224536,1.99498624372389,1.1278200665723,-3.48238091009978,-0.604853854532309,-0.308125842503386,1.02414989159811,-0.646539702789092,0.351473984843854,-0.425122488959814,-0.372714445758452,-0.236922444290769,0.422185099845244,2.47720032400556,0.610268416184815,-1.15294028133284,-0.773346402457965,2.87553501466817,1.08723063210661,0.47590517623824,-0.176120756822042 +-2.6499177321668,-0.445604337044049,-0.592981074003105,-0.0369035945436937,0.806703695014477,1.12116506747213,-0.173610897134531,-1.11160680129633,0.538861909752075,0.703364785645926,-1.35316988571333,0.0561701396079424,1.63307150271995,0.379048000663611,-1.02153401202537,-1.54596005861141,-1.48232419752961,-1.09553072136846,0.703470313081127,-0.0497233960953415,-1.18198114794653 +-6.40951786594118,-0.676393950958979,-2.24818494432065,-1.26369153989481,-0.810263735042213,1.24181584637357,0.667668583766073,-1.07568500208225,-0.510702537668143,-0.0929434845138413,-0.565966995094902,-1.87313547833499,0.0749872445833267,0.438720161110247,-0.649194134103825,1.14534601491172,-1.22851529506153,0.834900232731559,-2.05939627506402,2.52006627720899,-1.14848498808011 +-0.728435448594832,0.411605591404383,0.538022601102183,0.345146756221088,-0.117380368232829,-0.293634737080152,0.659043105367458,0.183386849265188,0.196854166705623,-1.06973420033695,-0.135839317684902,1.45330141374291,1.56747813815579,0.601328966641778,0.0599447472229773,-0.769450778513695,-1.29909039292029,-1.66737240442452,0.96033625881334,-1.33331320599721,-1.05147296900853 +-1.71765343411279,-0.586851419692244,-1.61412479255101,-1.09904140107822,-1.05680756587323,-1.81070770908423,-1.06782379826953,0.643049181049497,1.01091396500383,-0.335742367254772,-0.98079422774471,0.786559400394821,0.402791379845679,0.917515069594942,0.114625618173893,0.18649605737297,-1.40915355260414,0.703375080302767,2.00814927162851,1.39182798712983,0.267084780547034 +-3.25123534706396,-1.27436761285349,0.0154670130734008,-0.780731954523359,-0.431665624651473,-0.248229216190909,-0.493980294044955,-1.38360219080098,-0.799681945028559,0.327878018087703,-1.94147550443043,2.09485413442217,0.442132009124312,-0.0912743413664634,-0.74271902939916,-0.600349275539377,0.198311014067291,-0.679747730619563,-1.0794733123971,1.58156187853586,0.608402313786609 +0.847212817977151,-0.896895577360802,-0.277978977866297,1.39993125681409,-0.567545028817639,-2.15227455561595,-0.519474910051443,-0.447846200793379,0.497459026153795,1.09128090954635,1.48791017779544,-0.228489938297141,-0.891922608580629,-0.76329610060724,0.488309030438492,0.0501765729921295,0.544804223023143,0.303650011730204,0.373013008627783,0.608519910231724,0.913047042929913 +-0.2743810614641,0.502660142336353,0.342433271197471,-1.50306249238298,-1.70439007546981,-0.479414660842956,0.182468887251286,-2.40388099135892,-1.98365880638128,2.0713546570132,-0.406085472272188,0.523015987597275,1.0465461313739,1.52118253851638,0.576205806441112,0.334686978236732,-0.317885432479148,1.30071610531794,-0.113134637929442,0.60350631971207,-0.156198836654662 +4.66132895404215,1.90002976380246,-0.899134790110716,-0.0859739614009545,-0.113263417378578,1.1044360147426,-0.523292920995785,1.30195685482622,-1.26620104818287,1.0594848871204,0.387121547012912,1.79691427759916,2.12574759473701,-1.14179016324602,-0.637136316614273,1.24096505622747,0.437681540858834,0.463510077752546,-0.329084035430006,-1.29228581633849,-0.0395233954143207 +-4.26163464256967,1.55883385955605,1.18324845586866,0.375568529128243,-1.34615208860155,-1.59966037430767,-1.14651266101066,-2.62327789877274,-0.41403886218315,-0.0144171372898028,-0.0109882837994319,0.591769675232872,0.186381425576608,0.384063339344052,-0.931615818025413,0.0485344936538829,-0.159256523923183,-0.0597517982194061,0.100462752906534,-0.0830855848595859,-1.31532387786891 +8.42657749745383,-1.10554389683333,0.866600565446599,-0.337361877188048,1.30188654008629,0.0604356814218136,0.891205130940067,0.597837313001909,1.72390045319678,-1.35450299485549,0.549145930611383,-0.169703827084186,1.90266844547625,0.141693658584147,1.60501446578786,0.163220681386221,2.34157520153614,-0.601216288839759,0.832934171873107,1.22826238149988,-2.14375369369318 +3.66159796473338,0.177198675638348,0.178556167629649,0.544867292158599,-0.0721171310058823,-1.74393858047768,-1.62607138717846,0.440764610409688,0.84798391607412,-0.3589292895994,0.933291483583291,1.6242134051491,-1.07831282416817,-0.128097777344336,0.458865849377531,-1.56764215435101,-0.114384558728032,0.70232379803074,1.46708469370923,2.63799109925374,-0.401208274247342 +-1.1261127357163,2.03191333156703,0.183018813279407,0.535386198628265,1.27825724217661,-0.736236466794658,-1.05619854278526,1.07926223678642,-0.712925421081391,0.518680653341523,0.627845636942187,-0.329886075081926,-0.646098489360451,0.538162306947145,-1.41768496441823,-1.51823921460255,-0.73445804832519,1.5966115340339,-0.84729313703214,-0.617627706467551,-0.628013310007228 +3.25582279599574,1.40906126047474,-0.777774097139125,-0.234940817194993,0.140151380354902,-0.572096949024996,0.84314000743163,1.8172597981065,-0.552049368274699,2.10530940584534,-0.179723197489427,0.403441741950332,-1.63661494584142,0.590733305920072,0.741969437241109,-0.613559779616544,0.0178125232069261,-0.277361309162081,-0.638729137939916,0.476172514774286,0.246802126715605 +-6.36936402762231,0.949793139305257,-1.48807886173755,0.130538870844721,-1.06499708801047,-0.570127472273569,0.491180768161307,-1.70438928838296,-1.03063691853951,-0.0250821989017365,0.897069674126404,0.00853772369743863,-0.109719140666463,-0.461154751932392,-0.819401585295413,-0.204833637103835,0.75119064490605,0.42516196266104,-1.72139915604993,-0.935869303855597,0.479701440166175 +0.791085842112371,0.209709303183808,0.786790567406803,0.198555422077901,0.121670763067655,-0.170616901885084,-0.824582509463981,1.25212025480974,-2.18663307882847,-0.337852850798287,1.61903150128743,0.265659149995592,-0.251671892694264,0.162269450426684,-0.479452598444187,0.578150478980944,1.66743061499535,-1.34041944225193,0.683461375030219,0.0826649639044185,-1.01897993509481 +-3.79371630910075,1.22315678618753,-1.05564728988427,-0.231590980430927,-0.439270756835427,-0.339765151369615,0.673632454250215,-0.989965645851445,-0.46838303083127,-0.594559880608162,-0.144228030564675,-1.55520544404558,1.18184458043946,0.628040350615804,-0.421017916195944,-0.109713376780162,-0.832003764901182,-0.183851888416648,0.128643753322952,-0.0985134293454162,-0.14954067224464 +2.26494796626187,1.08705296268649,1.60878472890498,-1.01721498414757,-0.33521982770255,0.447946724087477,0.545463396285442,-1.38597242682337,-1.95494813912517,-1.2455856624905,1.19177637439257,0.0104521853189522,0.412590469652045,0.43455251667049,-1.23224656671573,1.86559412025222,-0.333478476468732,0.138278338608103,0.981067755255022,0.316183733146733,-0.362109288133999 +0.466298614460756,-0.193491155814907,0.330254713441117,1.26115321949113,-0.839210928568443,-1.01209002872693,-0.520961290774562,-0.291099256767591,0.303519252162793,0.75184964322606,-0.146796420300589,-2.46931789856177,0.549001141322424,-0.940990152648904,0.896735042934404,0.334185987931927,0.696583212672833,1.17630343629843,0.771938771060276,0.119005980079095,0.682234148139546 +2.94873479658723,-0.795500112368818,1.0836603530539,-0.42746971307596,1.18746338936597,2.10266881015209,-1.87173062452644,-0.457018186221553,-1.00527362564888,1.3631504922673,-0.827509608442414,1.02808032933161,-0.650432544676289,0.440799589480638,1.17312982373232,-0.245993231818058,0.420264778028338,-0.318784735908387,-0.792722693540511,0.982215672237689,0.143246727823178 +-6.03476065907025,-0.289757356258683,-1.46221699088613,0.563114646903336,1.21906581037298,-0.497885747769377,1.38632859131933,-1.00204959537253,-0.122272993661546,-0.534901400035567,-0.0594057901492432,-1.75165366052629,-0.775468599378021,-0.0325886975094553,-0.218395031424508,-0.413033837027154,-0.909266077706299,-0.0421465650672204,0.691895091364153,0.642952097163048,-1.58512123995103 +-2.84061204316791,-1.43605034570269,0.167079855156733,-1.01787078745706,-1.19167188163638,-1.30852262447699,-1.28507707688638,0.386268964445022,0.0319643324035362,-2.24263094688631,0.309094444424319,-0.0558082484109352,1.02717883896995,0.76000790674664,-1.17663192017469,1.83206337527452,1.43155736442171,1.42942628535568,0.554273871179999,0.660493448660388,-1.16917572266502 +0.8511783037012,0.877356249000453,-0.917457704516355,0.250782056353796,1.08123037650729,-0.00363872961668228,-0.562522228784272,-1.02598683269889,-0.365435642286335,0.370263374357322,0.222356740389086,0.325320264232792,0.89673680608322,0.172423437498236,-0.0649784859949052,-0.76942979457378,1.63222290001937,0.559178652877035,0.214518149035707,-0.750035908280517,-1.50961997107748 +1.09430725684538,-0.1052148043996,-2.69176718967558,1.58886271083126,-0.31614613742712,-0.587257617107849,0.702525760370481,1.24481131013469,0.449760366820067,2.64138051073591,-1.47368993287012,1.07197330770607,0.611767638882103,-0.80314048074475,-0.195195802089729,-0.177977119513379,0.00977855605861937,0.184316545370769,-0.592722526938886,-0.647990615490189,0.390692856284698 +-9.10783254720488,-2.33468384360572,-1.7400307697346,0.0236480546477119,1.17478745454091,0.441457535484977,-2.53764486653383,0.199531223613657,-0.222668126636222,0.00506573108856923,0.590396703594126,-1.85858709285166,-1.99942283558429,-0.150981944173773,-0.32382028471763,-1.0892434680095,0.95605929105145,-0.248952227334038,0.623909260630128,0.387604800493185,1.05005783244039 +-6.69360208420484,-1.09706520039174,1.46234362005811,-2.53465987075879,-0.777993231369851,0.168168405102345,1.07596491274849,0.88177283352598,-1.12483397776536,-0.066952447419091,-0.130427948483197,1.62090612318479,-0.421581647506927,1.01782301108344,-1.55500256232063,-1.36315712541419,-0.649573286883864,-0.83995566707231,0.028598336686412,-0.290891737930801,-0.678229996663466 +0.874590609352348,0.386193434256944,0.482927490170173,2.06902135324869,-0.079670136889004,-0.709789227457444,-0.908181147225454,-0.728938279798727,0.503747461772073,-3.00715327692614,0.371516630603039,-1.28220681373335,0.698895620290127,1.318536205257,-0.105337477704682,0.00644177402286225,1.39620691033333,0.384058256263686,0.828494856219127,1.20028415570653,-1.18354403208246 +1.71095765723567,1.02091914912631,-0.620996068577777,1.30989650055976,-2.3739587464125,-0.181651523066819,0.249355538393407,-0.321445534798207,1.50083929038127,-0.347870190550587,1.45160309179667,0.731096152462628,2.44537028883056,2.10893196390583,-1.14607513071877,-0.638907647395385,-0.364478569397545,0.0970147211369968,-1.25609821521738,0.366276455081362,-2.15017249019272 +-3.81315171605106,0.375168197707092,-0.315283201800459,-2.02397284692231,1.35887463343721,-1.29289900902537,0.112061395463344,0.477506808897232,0.451616438703819,-0.827039600047865,0.575095451283619,0.417572982048508,-0.0851719858619019,1.03694741793322,0.711645367030757,-2.98923347681261,1.09872732240581,-0.0883130151703668,-0.907294637209578,-1.50646736035417,-0.149424732117124 +-6.29638149706119,-1.14089496717134,-1.15126887978108,-1.34382628528063,0.562292902164561,1.1713963427072,0.955903428787236,-0.536334142575426,0.823089984447905,-0.3653631885296,-0.133190937776117,0.257254381394255,0.346910112710035,0.0672236634127843,-0.896947097656075,-1.60296016804359,-1.12828363388722,0.137908925592179,0.396813982084228,-0.621541694008588,0.465316193699957 +-1.71139867953387,-0.75169845910729,-1.24211111208161,-0.813572689775075,0.266088439405697,0.336651216706604,-0.119204618525248,0.933485558575787,0.0844747149713928,0.362253027238253,-1.24289570082918,0.44922652956261,0.635524821645468,0.762010013232263,0.141585110646443,0.969434361207664,-0.88976003131771,-0.633580277796452,0.084594979653684,-0.817236196874844,-0.944898584645291 +7.31302894773801,3.06452389269812,0.404134500621056,1.42368808306588,0.710653787413357,-0.103883922579235,-0.338447069882214,-1.00133422231234,1.00722258397199,-0.956854271739286,-1.92094102732388,0.355141392210281,0.718633838261187,1.01386941854899,-1.48742747412351,0.576468789412883,0.406901668687476,0.155397078514791,-0.260601759394032,1.62450908378058,1.26935222526148 +0.782540874626429,1.4368046454751,-1.15602162046539,-0.18221557662231,-1.6158298832848,-1.24254690264849,-0.0691953263711276,-0.670738958541984,-1.307730164583,1.98515192407384,1.29016839174084,-0.0302000867968933,1.51173754992167,-0.517807189418681,-1.2007737091971,-0.61814001311934,1.09788376617085,1.03201270571574,0.587925171570754,-0.508341140698758,0.375666454471223 +0.435218463206008,0.322555414381295,0.584859587636781,-0.454506597295073,-0.47524373508029,-1.31469625430959,1.40399282030292,2.20030559111508,-1.52803298453696,0.648362556409589,2.82414179678049,-0.362511339399487,-1.58390354539846,-0.221396725391023,-1.18883776087082,0.370549093494245,-0.975992163847545,-0.628323649418864,-0.886850693080605,0.982856278146451,1.15841509868805 +-4.61211453400609,-0.107484885158757,-1.63099901385767,-0.844651845355991,-0.722649459861952,-0.207073684513491,0.0698389204800913,0.156937661361417,-0.85444112322049,0.477239613700122,0.858576947103959,0.392291709256072,-1.78778282104461,-0.491603495274854,-0.315501290966501,-2.10657216684892,0.769293351386911,-0.0320852686365798,0.474301322793916,0.934185517895696,-0.466552358898071 +2.28007711453369,-0.0515328369491433,0.926335119687439,0.45206920584419,2.0199505171448,1.20250055299777,-0.634054632575701,-0.755362795376311,-1.00807503490693,-0.0708563893050147,-0.0115190472727559,0.733331115301619,-0.0400397633626236,0.880840745351518,-0.719633273073928,-0.00241378601729814,0.0371008061662216,1.37495368799924,-1.28379753912019,0.261539999620069,-0.57683840127817 +2.89705480292822,0.789774089318715,0.644691178858133,-0.0245270340933523,0.500786640326765,0.358605866798707,-1.91354569617159,-0.384210955288357,1.5202771291242,0.028527345573693,0.910091135249703,0.467872596172975,-0.283947317943097,-1.17594916148223,1.20042520069969,-1.19404047091326,-0.276577268638206,-0.562325872054501,2.35681923790731,-1.68890598275699,0.526700158863586 +-6.188912914648,-0.217905542415339,0.279121297669599,-0.970659048885119,-0.4661631004066,0.226028763472009,-0.124026741690031,-0.298791883944605,-0.514180058630542,0.545491801509062,1.38244412483074,0.526878960702498,-0.28310567863176,-0.294084654651341,-2.31682171174532,0.205875705569939,-0.325388240689827,-2.04210868965753,-0.579767779343551,0.332187915247858,-0.638000318490125 +-5.26267369534307,-0.54450237838447,-1.85436874359001,0.204197949975829,-1.22366611811209,0.0057029708270897,0.0391193032984797,0.470395896826918,-1.19426719075105,0.527809437034134,1.27199029100254,0.887136339093807,-1.2976258893458,1.16368250238911,0.413534037191972,1.24939145827238,-3.05308848343376,-1.90505310955715,0.9344449835715,-0.351313861639355,0.266373573926826 +0.23590077779684,-0.274580325621438,1.33450027986235,-1.6429950944318,-1.07917906992219,-0.100037400309999,0.363902101387736,-0.518694045341396,-0.53972684624228,-0.54769414518245,0.499576074676094,-1.08255412782069,2.4096122440077,-0.338485565095311,-0.922479856170222,1.94672489820311,0.0488248537634308,0.448569255092165,-0.776219397074976,0.674019842872437,0.285293489185231 +-3.16588969964279,0.0276239006189358,0.989956631479595,0.418962468975469,0.656286330817677,-0.124795353887338,0.983075093089164,-1.33145934019317,-1.15141742844799,-0.387216972209474,-1.25431149453801,0.677057041728808,0.204336172354108,-0.900280816289461,0.868104375190297,-0.898181445648015,0.384095796394834,-0.554593648974697,-1.88291032882265,-1.03667772065352,1.02530104270532 +1.85253308513905,0.96967721750677,-0.739343434808179,-0.831243400854871,-0.713201950895216,0.717287137198915,-0.608701842699789,-1.24766784812779,1.00590699229735,0.420169916270866,-0.137764271691617,0.951526952323726,-0.697495629204266,-0.0601468220216241,0.663767755363354,-1.15704844692555,1.40142687283278,-0.96171842379083,0.884373920298888,-0.971753599527616,1.5093243062676 +-13.7509944840865,-2.19940649400494,0.482875638885802,-0.0715101508694714,-1.86606942604684,1.42698970209522,-1.72994984989174,-1.27927014596146,-0.378035624635773,0.846092721286576,-1.31063430642337,-2.0298691762896,-1.95166778243254,-2.35263839495978,1.22546804585237,-0.942363870583186,-1.95233688887179,0.0422311984033104,1.61540729165783,-0.0872490169904691,-1.30827552883707 +0.470233943668826,1.94809379777504,0.48030546290992,0.407852093228218,-0.231850316825409,0.671907533232176,-0.820509256223714,0.551925107254542,-0.746470967364174,-0.610034280638157,0.984903320921882,-0.211462320368604,0.490393184939593,-1.35359335472732,1.08787715224823,-1.54393979305327,-0.560053775801524,1.63779536381413,0.19267132244252,-0.631758273882181,-0.884213395080038 +1.89767614048122,0.179853218723136,-0.357449741643888,0.28744813708358,2.15300673811812,0.187407836369303,-1.43664914879281,2.15106355394977,0.0345638717631256,-0.229516540014665,0.652464228919489,0.656316304037906,-1.3881222566213,-0.504149679398285,-0.901312690892161,1.79081846193931,0.290631682678981,0.889460967424046,0.422213890298411,-1.52994096901222,-1.2028514208019 +2.01464799755663,0.415056763273738,2.04735411957996,0.393801192136636,0.848541349259212,0.470140315321835,1.54563376303039,0.544863794298462,-0.549403357797215,0.714011681191828,2.22392241194893,-1.66680958015131,-1.01486925408272,0.100833915287357,0.773356547677484,-1.28946153503626,0.477315270662761,-1.32369842442385,0.994036303424019,-0.314419529158344,-2.80251299837346 +-4.98167684517596,0.6468405034362,-2.37011346594861,0.70064809568565,-0.0599728921883457,-0.628742735629733,0.16157947778466,0.823588355809008,-0.939926392331403,-0.259365031234521,-0.83751241778399,-0.449774431230357,0.0201458732728276,-0.152848507144274,-0.950750498479385,0.164338106654906,-0.960129394177481,0.144513186021173,-0.288051606992527,-0.226627907199206,0.225904821935017 +0.694607872351669,-0.653999984451041,0.158990901670877,1.68950502790697,1.57074842393856,0.715910543008347,-1.41555377123524,-1.26561985747661,0.397317727055244,0.276918772871052,-0.875208130335315,0.1998161759619,1.01626784783386,-2.06518197735963,-1.27042202228361,2.64721971608102,0.687668092165353,-1.39397251745867,-0.902656854025068,0.858543713784022,0.757924730995693 +0.787704172190443,-1.11994946630856,0.658383216202812,0.151883214243853,-0.535350229490666,-1.63005834215943,0.223216513173555,0.103997798038396,0.409220924680406,0.337589250729758,-1.42076979513097,0.628836200221101,0.186960684792806,-0.449201940521618,-0.899291930151583,1.54209667583584,-0.505012783520593,-0.490065951277317,0.505409793077228,2.44276048102158,1.3968048682876 +3.79116832577558,-1.00474525673975,-1.4181416378563,1.93006983817504,0.294392949185956,-0.139626148045319,-0.0226062609822167,-0.431828756694154,-0.207936018489102,-1.01881734079027,-0.344921977784465,2.4541999032536,-1.25242984368928,0.0100135287397826,0.0885430463336815,-0.625380166702888,-0.334248842278891,1.299588801131,1.33343030835162,0.853119619162415,2.23546614396561 +-1.16349043042729,0.566768541335376,-0.579210765226142,-1.0469215187373,0.74371240358754,-0.0287198121158517,1.11266348438494,-0.750386038030403,-0.961132051665181,0.185957206817031,-0.425178163078377,-0.622680389179985,-1.0688916908116,1.3745648058878,0.110298219855323,-1.44454517066906,-0.583948496437165,0.099980787588581,0.0344787202128193,0.859068097001602,0.0873265481984422 +1.46341516982207,0.634128069488183,-0.488175416804286,0.486319753534944,-0.51307048249741,-0.632239604677961,-0.959381980139573,0.187928688731534,-1.12423890431811,0.487506542938802,0.545471721046328,0.300493798675924,0.781394359287664,0.611336372167998,-1.11239696273475,0.759310218108649,0.608693119619513,-0.495263506227917,-0.99364804381708,0.52103048814373,0.257491230890594 +-4.90095076550356,-1.21003595854585,-0.846509539572481,-0.681905851932538,-1.11844274981764,0.264878802262494,-0.143189833302033,-3.45578948914879,0.00926411423442142,-0.0795844608610661,-0.758693170216492,-0.664312598023634,0.141676566026881,0.846129382912932,0.489992263421081,0.436729237266698,-0.088275271339243,-0.0410421851595917,-0.129625630023732,0.454068492154709,2.11878649984562 +1.71846721608238,-0.0929224164607256,-0.199164821903142,0.198090297131514,-0.564786922041357,0.114200654427125,1.62049505163788,-0.680195107761861,0.341720755059787,1.85075457358662,0.79699257135157,-0.896143773906885,-0.0532134866156285,-0.000139097201545471,-0.775210090609756,-0.549349481391988,0.88484129561469,-1.84590365875428,-0.259918211186281,-0.202776724879192,1.56064247649752 +0.160535887038077,-1.47840907762989,-1.08668446883326,0.658923453153481,0.341229201967327,0.178072385725439,-1.23570146220772,0.717815211198263,2.46607382759111,0.991737428668839,-2.1374642602521,0.800311896019634,-0.317734572690155,-0.425555233097697,1.56805701745353,-0.645480721670879,0.47172173153923,-1.05994382305111,0.154500299001475,-2.01323288912972,-0.544660165171142 +-1.10153054555531,0.387880668227378,-0.921236958265308,-0.275421164945868,2.44981063228519,-0.201679321535446,0.429378855112203,-1.21134763352617,1.37776357630612,-1.13858218812134,-0.0661444284963542,0.652585232584673,-0.591699565226822,1.54618815104829,0.136809662710015,1.32064660902248,-0.822137220187026,-1.06690640188344,-0.0713366608211739,-0.936724576580001,-1.04931431451121 +-1.39205775624591,-0.51062547037756,0.280700564735818,-0.594010304294123,1.91391226640125,-1.45462737524867,0.854702778192727,0.226323799856678,1.00672076990591,-2.53757690303674,-0.861522239700958,-1.02759878747677,0.319774350510226,0.697695287514282,-0.589221158671086,-1.08673385269381,1.07076349972887,-1.47457109944551,0.876326065898306,0.418467695180814,-0.212081018505511 +4.67676441383666,-0.802804424764546,-0.210628213679696,-2.06801750984321,-0.43968290757823,-0.854545119616816,0.655826157271637,-0.784793231534947,0.458348274252106,0.124202521874186,-0.730286836335569,1.77657525459039,0.797358035493865,2.94224234087782,-0.236786862639749,0.00707099874539552,-0.413723933657014,0.664505923483599,-0.294395774336028,2.27172890045515,0.645506219107184 +0.696250283664001,0.276300724842247,0.763603963822919,-0.702454853833766,0.620730365342198,-0.329496644284087,-0.136228927364607,-0.0473435733690153,-1.12805717852043,0.715307590266712,-0.0637271198243877,1.16121049585707,0.357211825704535,0.360805233756633,-1.54273424104914,1.79255224507965,-0.165845298325605,-1.19391968497568,0.720485203229086,-1.12525368025925,-1.03229642637878 +2.02447062618674,1.13685858582264,-0.463330405687263,-0.261140289695348,-0.127332108460533,0.212560933437589,0.168382264941328,0.38408409249085,0.0453417509398917,1.04096117310698,1.10053607913448,-1.14241343985705,1.3094088920257,-0.080381514874964,-0.737338028797149,0.806056569396441,-1.09116896712631,-1.63566860829028,0.625032004626912,0.0614779689755595,0.214626810947528 +4.13966617757657,-1.6908281067394,0.650964785789279,0.41557448580756,1.25566520148888,-0.366244723448729,0.649159993304163,0.457183509038282,-1.27675144137484,0.545650925692817,-0.132911149497736,-0.47573463271678,1.5865404265557,0.142374896956539,-1.00481915460255,-0.246249944538658,1.71673343961838,1.10252730511302,-0.588630816052304,0.0823137841520984,0.924283224077808 +9.30041777859365,-0.50346760898439,1.41874637705506,1.48446479371476,0.753270038251178,0.561600658641236,-1.71370656451514,0.438948214547341,-0.0452848069226516,1.0651770478449,1.2145916306769,-0.629793988562477,0.592804384663741,0.653772804571484,0.344216687613224,-0.428054516519571,-0.252287897034674,1.21070167523075,2.42934416350135,-1.25798761768119,1.80001691079622 +5.98467968802044,1.92173533432537,-0.238103808587142,-1.47348464241822,-0.380427307300921,-0.680011551376083,2.22406060890988,1.09801312355017,-1.16981332613639,0.475246436303619,-1.16356979873703,0.169707331709628,1.31023359659348,1.78839241334473,-0.383315962945799,-0.487186464441466,1.57920574948473,2.08079322036706,-1.48725215334919,-0.18670017912329,0.81001586690293 +1.56355627977971,0.566044707015607,0.120251773229611,0.814488305629377,-0.663461638617249,-0.032048010746833,-0.531892370858141,0.606100590019039,-0.254210531256888,1.16976474229509,-1.52587900394035,-0.0214727840004576,-0.337896734039485,1.05919240839362,0.157544471280263,0.717784905228247,-0.34193344674483,-0.942747906692181,-0.186558623735594,-1.04084852972916,1.78813499955254 +3.30322027183424,2.61880935400792,-0.641785444211562,1.71445514655188,0.0664232572178749,-0.449794848486492,1.62922843990753,0.346824927128714,0.581899569482307,-2.02510664045045,-0.614971944449849,-0.25754482440101,-0.797339228625422,0.520673489576849,0.0895828487827824,0.545209327366566,-0.553004803222661,-0.139943140558804,0.701348818564385,-0.699407280597411,0.0932923708623358 +7.01699028029079,-1.39918077953546,-0.528029243472183,-0.446987998527303,-1.38395168181775,0.937571901834434,1.04518302309206,1.12277872923206,-0.431676422085415,2.26587284953377,-0.317709720933843,0.597709425466161,0.362703998192944,-0.738092139984533,0.79088954714847,0.340743825024528,-0.157590252084751,-1.14976730181112,1.34727504662784,1.82999905177639,2.30580024584239 +3.45692967824527,0.154037074267717,0.549674089896252,-0.740162229446969,0.46056645558464,0.193225425366986,1.37236848141904,0.79346459171949,0.739022214264256,0.151357369538202,-0.752037188830644,-0.361344174771587,0.957928973067432,-0.375891075593441,-0.00461666412554045,-0.13923445818629,0.305424291670788,-0.743470803273021,-1.16954869373858,0.755518167299861,0.366076085605565 +-2.9412137486859,-0.913435834038521,-0.720485475200654,0.217243935851249,-1.17436466589349,1.27575277868972,-0.666883464708545,2.79495843798973,-1.22658342932953,0.918088591536108,-0.89895656166701,-1.36699370079699,-0.537410950398382,-0.732821798428316,-0.991004379364677,-0.495353355134173,0.480449626463267,-1.22525567851388,1.42401161951708,-1.11883043303816,2.108350296142 +6.60267154788187,1.19100497193514,-0.78715319552312,-1.48389692198043,1.82668322094786,0.874587289503249,0.231674618836863,-0.170861259929284,0.428872967109868,-2.7381592509516,-1.23721294301682,0.841210454103923,1.28908904334316,0.984009107210871,-0.507171179592694,0.0768825925400893,1.83077370971175,2.18355218887875,-0.895753605018617,0.846421388931598,1.81533305514293 +3.59613725766285,1.33709739029276,0.841670013968197,0.755510900284647,-0.677551924538901,-1.2999703180641,0.22765072751899,2.04479142243771,1.04204440676495,-0.966187871546487,1.72026757626509,1.30175467160892,-1.40258265791427,0.410452806598208,-0.262776727006354,0.0051355556092572,0.635792755222196,-0.867710798057794,1.59202085499891,-1.20804440142096,-1.32592486927155 +-6.3677245705001,0.460433295944324,1.36853114201607,0.596964322962537,0.810637186851655,-2.1125066757774,-2.14793778660146,0.844362629194446,-0.0382121907630745,0.814549285807802,-0.659646158382668,-0.681677494855587,-1.25561808890819,-1.32931409753449,0.620515813728631,-1.32850538524121,-0.530091196264643,-2.1642982409473,0.426293485160383,-1.65397533166975,0.701478162333654 +6.63007889316933,1.67752759544385,-0.097815798278761,1.70107776301867,-1.00414726193175,0.38151925933309,0.80530466278452,0.377359345340967,-0.360034097190473,-0.83620562740419,0.219310342960721,-0.662197191353766,0.249622764908088,-0.0286915261773788,-0.629919271835589,1.10540394530629,2.55021664604561,-0.140182446377532,0.381432126298663,-0.742015510910675,0.97208707735887 +-3.72631038075858,0.966911970423772,-0.466536408020039,-0.962033154337465,-0.368682208382047,0.0911151126537949,0.0341982936173139,-1.06330548658991,0.772037929660182,-0.688416613537355,-1.71181840732554,-0.152813187123016,0.610977116449441,0.15777857825681,0.413665098787446,-0.790955570048398,-0.542045175356992,-0.409031042785206,1.32928258071882,-0.88837631763044,0.223606762322512 +-1.20913902199936,-1.44264795049801,0.545911870658315,0.00158459050689613,0.583937882240166,-0.541958655212209,-0.451834432215779,0.250737146102387,-0.734408159306134,-0.446545207816787,-1.27849182945445,0.880225560945021,0.981275151335286,1.66811893028715,-0.249451076536734,-0.126007629062101,-1.5347039489197,-0.72881858822714,0.778313319454208,-0.135541666661008,1.6538394159181 +1.41242529599492,-0.264151584691052,1.24994351785035,0.140690679271759,-0.961618207656725,0.104695848528539,2.09195941944788,0.0811950309039964,2.74917824648886,-0.528528756380021,-0.100819284962609,2.07470948133858,1.16627821513246,-0.642976947788386,-0.387031151531366,-2.01296245836525,-1.24532164381501,-0.946705044158639,-0.728440958328177,0.56127509611089,-0.233269307041602 +5.33524208531632,1.02351919565167,-1.09579508038511,0.494860075766879,0.75359874898456,0.746418339069617,-0.817925017380755,0.0437500853944965,0.474273819520764,-1.9262129407446,-0.0755698185794031,0.992502534180905,0.0719703920124942,1.10313566230151,1.02667358695844,0.336678098054094,0.839891515218185,-1.06197386282659,0.355363326287778,1.08683671272151,1.20630935150691 +-5.54613296278786,-2.30154197873356,-0.79106526283847,0.0139094936958949,-0.79423476551783,-1.76759387440134,0.385543844066709,-0.992809476381046,-0.0752247971172362,0.334150950574856,0.222231400295405,1.24460493890517,-0.877326365385411,-0.240823805392259,1.44864834563223,-0.272258526739143,-0.280395270432581,-0.429989412588448,0.53768534243814,-0.0523039092275015,0.305433996771834 +1.42308863817652,0.322204240776174,0.733630113780982,-0.483225538755476,-0.458822377912202,-0.39393628965077,-0.843372946240159,-0.00708625600367257,0.540312847838409,0.87680685309765,0.172476696530479,0.537953493862605,-0.501299256498961,-1.69374508444331,-0.93846650258563,1.32593325688686,1.81743896758136,-0.99581782539704,0.526772511806286,-0.0507445075575198,0.289360745460124 +4.77455066585028,-0.43795407066817,-2.27589977507855,1.94461565573897,0.180972926679766,0.874542519644531,0.957150418462095,-1.29883812800718,1.84005407177054,-2.00627352908881,0.21560084063618,-0.531775975503125,1.57091853973268,0.75246966754108,0.262191093244261,-0.532698236613523,-0.00649193300728984,0.381250996342773,0.766460228507437,0.728107041162213,1.03143515124356 +1.07153484281048,-0.423212448160073,-1.8981868304936,-0.0670497932658849,0.697487916588687,0.614631134773955,-0.797165194125459,-0.560250996029071,2.04288828893149,-0.42922643337866,1.29089256272187,0.153824312877699,0.652090127433946,-0.473381878394354,0.0663781205321852,-1.11659584760194,1.69840560649954,0.660645608253305,-1.45592975226693,-0.457425000632451,0.810878603789273 +1.28083917956372,-1.10879262262723,-0.407731537015108,-0.788623152725447,-0.118297227799383,-1.53266071348089,0.703464413150432,1.90304078908247,-1.12076185938854,0.100175723293773,0.325909064044193,-0.0141061047710084,3.34570350562162,-0.271086779390484,-0.400065846870861,0.427676039866161,0.502836113410899,1.19292992575436,-0.378163021857792,-1.12693590679896,0.349497771185542 +-7.41998540618194,0.369019190331962,0.494072204664986,-0.476150091412747,-0.23714901490226,1.01192002403655,-0.18707416813543,0.776550340536737,-0.76490629613729,-0.250546647287942,-2.13827578798091,-0.40290822661512,-2.7326864811011,-0.226295324080494,0.322201523132863,0.175309611863952,-0.529933516789008,-2.68727116423304,-0.0334246287553604,-0.751737986728722,0.300401209467234 +2.26106080265746,0.272114317488526,-0.589607096632701,0.10406290038081,-0.0631784343859208,0.70957416379284,-2.0189073065661,1.44068318286635,-0.422661387623317,-0.830688135023515,-0.0191862684617932,-2.39649364040307,0.591862796527037,1.35009377933915,0.559587415523091,0.688763738904874,0.285429350829421,0.759759163672944,-0.0927364715702763,0.736475451947058,1.11414194249019 +8.36971558466003,0.589900021075311,-0.155903476128753,0.77273323380109,-0.496284648629674,0.395968853948187,-1.28050543567491,3.36438999881852,-0.20515199746945,0.821434681769765,0.714323638166206,0.947459402050768,1.48851089789402,0.834028775058424,-0.174385797936247,-0.738089287152622,-0.179796406469437,0.616903960332948,0.419912128531317,-1.72951515481785,2.10201471747164 +-1.02846963759262,0.37198763387555,-0.891731917353251,-0.26102331927277,0.557678739725541,-1.52739952862181,-0.49393799610333,2.19441660610716,-0.439929434289431,-0.270345067436286,0.367678599744456,2.26555284761444,-0.728904067029627,-1.50003312333257,0.319898987293197,0.224536625947698,-1.85054473536007,-0.789692514692797,-0.0945874320181952,-0.619860374786903,0.607993138168397 +1.59012309488691,0.445974498417473,0.370552580951653,0.00153804053800212,0.797616601019629,1.02894346526257,-0.196311924604974,-0.422752442955114,-1.09079484240472,1.64155064569832,-0.479111337783762,0.362114958569644,1.83146553846175,-0.689306539174023,0.306227303182494,-2.60638794060451,2.54956662005987,-1.3905520624014,-0.767410334294096,-0.476549505790484,-0.137544777663372 +4.97594507741722,0.52684843962461,1.54715761789402,0.00250520567062324,1.53679412499891,1.13040943682321,-0.0733713036385539,1.98400765842204,2.19533109127348,-0.378918726268782,-0.627579314327126,-0.288878980408936,-0.264233029971441,1.27321353895964,-0.655984977408813,-0.397397394488734,0.597079337496798,-1.13373289839063,-0.0362492894855372,-0.131786864918676,-1.07835164736283 +-1.84317535829616,-0.64806755804916,0.00991831711031101,-1.16785266259393,-0.0134785858351182,-0.633621021184096,0.565189608401839,0.103342653673106,-0.347827902094915,-0.94520551292157,-0.308121840506539,0.624436961166243,-0.648720736246743,-0.959349818122844,-0.243241660823032,0.0578665267540134,-2.0658754513018,0.93215773988069,0.365136593234269,1.67944608494906,0.540930443967411 +-4.68244877112066,1.02183706837274,0.21946566604637,-0.182697978656151,-0.117291399160356,-1.46943610665027,0.316510990531057,-1.78136419773654,-1.1505400215445,1.15143618088178,-0.419310831418938,-0.509656285304752,-0.747566850370031,-0.851394235531935,-0.769807259419778,-0.532505198989748,-0.296330993421555,1.32590749879134,-1.89860196612173,1.4666600186333,1.30407876077409 +4.74349825068022,1.09423028568049,0.538621849946955,0.427716225835293,1.79370795050517,0.0765575934857752,2.01658614908395,1.51120924755524,-0.420716252618736,0.593008089118914,-0.131263524675618,0.242429319335014,-1.29469697575133,-1.11580354792439,1.31416640547134,-0.228680940122182,0.261623879708854,-0.681993133213149,1.01298905021235,-0.207461769709489,-2.1047344194007 +-3.05921907435496,0.077305982511206,0.712853858218945,-0.7052439976332,-0.153173690583735,0.220486988094411,-0.186718563046259,-1.17597711157759,-2.47757062749277,-0.334992932664551,-1.84544209637655,-0.724741597229822,-0.561844605773442,-0.333773533499673,0.333549987597378,3.53159454544758,0.229062242136007,0.579101187158799,-0.231594065029197,0.292997623215564,0.0578961256295141 +1.61242533558169,-0.274638208402021,2.20606310097224,-0.764031043679123,-1.97174422602688,-0.522275841184251,-0.0470349435333085,0.829424882379747,-0.553602195507757,1.27741824455607,0.356888366685096,-0.00770781305651265,0.0398884295016683,-0.764981448024168,-1.14694319865667,0.83217974126201,-0.624385190598393,1.31848059614333,-0.671480427289214,-0.316585641172577,1.35749111529603 +7.94714721099438,0.0752714442546746,-1.51323910857948,-0.0651454203096324,0.000901567204923174,1.48341556869918,1.24679002313894,0.976533160710953,0.223500555345069,0.663247005580192,0.508850560282979,0.202361772675796,0.414174725074996,1.12646464486396,1.68010486077176,1.27226405406544,1.27212995121481,-0.321038920973071,-0.1010980846319,-0.799981844370398,0.609225281042053 +-2.79201266611325,0.970519129769692,0.100073326778522,-3.38558017788066,-0.328983881878051,-1.61375132642045,0.14569830866044,1.72708064555055,-0.867937578113035,0.837360998970349,-0.934868191546661,0.497258550588744,0.868447018293431,0.641069220318355,0.0873554634412732,-0.694693295215618,-0.0534850945503677,-1.09705796902321,1.09658328990821,0.715149970591304,-1.82028172611419 +5.91894637037025,-0.521323523184934,2.00199143854431,0.480812936176755,-0.737258663230822,-0.879243313139894,-1.00172883205279,0.959625698224981,-0.356220313905376,0.442695125516102,0.888398490013982,0.639759614883316,2.3011829685578,-0.0583160940602713,-0.853034691733699,1.46105842110445,-0.616557227911947,0.607855382972204,0.153940719294305,1.9822787301139,-0.0840389461063519 +-0.93678122547142,0.833331308362038,-0.539021561007142,1.24480868762105,0.428078553395075,0.108013201236826,0.603844284061641,0.410502879186405,0.315611733850356,-1.27860383730313,-1.60612245808244,-1.84940580788623,0.469741867699992,-0.719185350432072,0.0179436298943173,0.664970606715736,1.13234334233311,1.61474833470312,-0.814750317156003,-2.29060798629095,0.321911883373986 +5.38296428373944,0.705247474940405,0.292794352518923,1.1615465180299,2.21125466195844,0.974237385594107,-0.196073707308218,0.873845729853163,-0.185146430540445,-1.21078138025871,-0.188196505085853,0.183721850677269,1.28247555085469,-0.1434007693808,1.78280742467375,-0.408922190238206,-0.86286638874144,-1.32680537076161,-0.417328032516183,-0.866114775695003,0.60922505366627 +6.07749555300732,-2.05450510036012,-0.0312427301146354,-0.649167519228116,0.400748271824901,1.75840995763451,2.52711481305523,-0.259444216760758,-0.251548390184316,1.48089426639895,1.13797973641175,-0.245163920623525,-0.0170301840311349,2.09650066478995,-1.35535554756318,-0.442842881460662,-0.537294448340927,0.0235689909318489,1.36106601150058,-0.236466337045569,2.54033389569461 +2.57000907256996,-0.684249440807115,-2.39878240665529,0.0371559134423463,-0.585347400306788,-0.120701151190837,-0.884436289910591,0.389022026593982,1.74089810212824,0.336378584828349,-0.791163743620176,0.55710098137465,-0.389536349061895,0.149608914444516,-0.402840907732032,2.15677709095482,-0.266604910874128,0.0183314114600647,1.56387107387791,0.834122833175229,0.576918831283713 +2.47449192902236,-1.2632377482435,1.63745876204527,-1.43894529890093,-0.71666829136336,-0.257352465558515,0.848225375319705,-0.569640651082631,0.564119111117211,0.194524697986088,0.728271992762669,0.401513137016653,0.427066589092705,1.0474570103738,0.204756356145211,2.43271132526355,-0.0329519228032401,-0.766547357298873,-2.38570408685151,0.488597985675248,-0.327358924265355 +-5.33149565908274,1.15627784430579,-0.165343396473697,-0.369339012327041,-0.38692057100072,-1.93772262181021,-1.92637975906049,0.601137825812683,-0.0343382699919537,2.66403792710987,1.14044693900581,-1.40286215330126,-0.636147996997215,-0.243123222459459,0.341942206623632,-0.363951744529573,-0.647962594097902,-0.559859644262112,-2.31828621404024,-0.791766221700832,0.470073792218619 +4.09768241209677,-1.04818566127778,1.67555392330445,0.120208384273033,-0.919472224195972,-1.25725488905826,2.52902182632119,0.479065374238229,0.844517378268154,0.113101517890026,-0.285378860350377,-0.149401424789424,0.175134157487254,0.265195934280578,0.263556357385242,-0.520779514410603,1.25065278809987,0.847362040915464,0.0964660962487968,-0.00118600148159877,-1.4649110232213 +-8.2312492600902,-0.425548811589155,-0.230878871081489,-0.370541759745223,-1.02179325391802,-0.509308880229781,-0.120525150507085,-0.817209133493375,-0.290323174360266,-0.372145490260062,1.38426779186934,-4.20518530105539,1.57265545785411,0.374168814325109,-0.165854935581225,-1.55111660235693,-1.51448781994985,-0.397869674835931,0.530727794381883,0.00143377572543805,-0.726739056734724 +-2.30917197088794,-0.234873128142992,-0.0151873541718408,-1.71848751755289,-1.1859408503359,-1.1649948016855,0.13458847767486,0.972146445654462,-0.37392783015857,-1.55813711716845,0.518473972376336,0.462820841426962,1.51609138869296,-0.366514017800948,-0.350943329566912,-0.205887323759098,0.0237796140897321,1.22847548373378,-0.181130792387923,-0.902025859278207,0.622352560627305 +4.82265895516333,1.19028908800751,0.287681149339983,-0.243045873206878,1.2565222518113,-0.2260779886461,1.56633959178355,0.778901011508903,-1.2476065046023,1.41372605570605,0.67167278265425,-0.342437639555327,-0.456488136276839,0.444642720264015,-0.655701104602649,-0.464283323081266,-0.584133289859042,0.267870425188953,1.34242052094336,-0.853024083936653,0.506772745637597 +1.95579083236382,0.540713722714863,-0.224714071204762,0.254715527464161,1.69645211033049,0.863598836723318,0.0809134847820615,-1.92044016550162,2.33174129328317,-0.132918425804947,0.0714555013589112,0.524687071144064,-0.317238357414815,-0.389186122676609,-0.782733420308307,-1.24249083366352,1.12865352881192,0.90317014233305,-0.320798054169509,-0.988540712075471,-0.426163078284667 +8.13766855856076,-0.0892645085836935,-0.397013755652116,0.106920685936832,0.719859006783006,-0.0223557028486272,-0.303399189636868,-0.987373138298754,2.79907747089815,-0.376430225616743,0.111695387765407,-0.433910772323238,-0.00456633919275673,0.134423983819112,-0.655333498752318,0.024279363851948,0.832962095313054,0.988022550674537,0.624858593116589,1.24403615445649,1.63642520197159 +4.07785263038452,-0.712169251646416,1.8008688268478,1.2620946542192,-1.33768311283974,0.604235440114892,0.8978262964238,-0.617690323870913,1.43457293616258,0.692217889186732,-0.145836244977921,0.746551040795161,1.21095125129203,1.34260263775763,-1.09749382609276,0.101680063342632,-1.02364884519626,0.661544746444613,-0.590300757092135,-0.889373225451443,0.0428149703142744 +0.755738301787441,0.504211151987834,0.463902129293925,-1.11770233881351,-0.0418052959843606,-0.0303018556248935,1.84512475349325,-1.73360525387236,-1.86702284853502,0.769593191887603,0.867392864602903,1.10633310848394,-1.74127621993922,-0.128343254311186,1.14655809573136,-1.24502050909468,1.36543540957763,0.963333629325512,-0.179755736072692,-1.11874412899387,-0.769500857567167 +8.65100069124477,-0.106643065219636,-0.23075257068075,1.41431125508868,0.567405249597549,0.0103195073688216,-0.473878363486288,0.269892337912671,-0.846854277504842,1.9945099765819,-1.12050911792936,1.83253002255578,0.290927008635267,-0.510762093317022,1.68719887896187,1.44873324467282,0.0294433620155166,0.184239185412847,1.89432780826278,1.40306046495148,-0.245013812457033 +-0.147678033456889,-2.58369319584055,0.953195392708883,0.169832300146281,1.00643442035848,1.35100722623574,0.922027279403185,1.35893848992272,0.45552321158544,-0.412778153368244,-1.39221281147299,1.96767061463691,-0.745643390929879,-1.57279151464054,-0.131140919688413,-1.17670976335751,0.365047106799742,0.314743864345887,0.166912380254678,-0.590979897708645,-0.262578585884254 +3.78546020022431,0.95219954630777,0.915026806965009,-1.19438591254653,-0.421864083587674,0.982196342192362,0.828918302890112,0.053267649751103,0.437270465631607,-0.236884042655578,0.337630355406372,-0.490384514640768,-1.4158064628545,0.320185990428116,0.2463031708812,-1.44508078112672,1.51518589557198,0.799897676489758,-0.443887970713102,1.5212580272529,-0.024744834475515 +-7.26124597897514,0.474662612184572,0.0751246613408976,-0.244918322882794,-2.19910398061893,0.848841188077874,1.68322098106848,-0.386382814301361,-0.18448889471337,1.20382333221436,-1.01403117451079,-1.38195858403785,-0.438443654754359,-0.218020714197038,-2.19739610124773,-1.33430725161674,-0.412869708267344,1.33551764113371,-0.0332463604495173,-0.508549106376578,-0.743113690839145 +-5.94812833135469,-0.442791771819826,-2.05054338023296,-0.194397848018292,-0.549560508738168,-1.39829033192808,-0.45113157366496,-1.71163186516259,0.858583632997046,-1.79005067615441,0.107807219332141,1.81596445945873,-0.465357561166453,0.227910507853014,-0.462585717004337,-0.254678089412086,1.6052450747878,-0.225106074415418,-0.0606848021963001,-1.7449390878122,0.858999502901866 +1.55517744136901,0.156760102551498,-0.476428523060799,-0.511357909562148,0.445276313921174,-1.44842868433297,0.523371979696466,0.618593502981063,-0.721493478653641,0.677400912047096,-0.932391842225348,1.08722627403877,-0.220403851146111,1.36536683069016,-0.463935375100354,1.54084687922463,0.160170278361449,-0.635614919545612,1.47032102292123,-1.4299691696154,0.742465269257517 +-5.05905227583385,-0.748730192668277,-2.15354506929833,-0.355895013272502,-0.349033894665118,1.48470873376874,2.52804908168819,0.026048032998347,-0.448667804013152,1.12976045725242,-0.793888912060243,0.25489074646771,-0.378424805446937,-0.0879553238917474,0.305550598880711,-1.25615331420381,-0.293126730367658,0.190430441241547,-0.546493114085996,-0.228897038451424,-2.10345312498706 +2.61339087187883,2.02929463268147,-0.606378812944916,1.80664679844623,-0.987291189482666,-0.826465775500208,-0.978738741433452,-1.43570690507892,-1.04952598531685,-0.3966212328826,0.895733414708945,-0.0218753146977069,1.50229579834273,-0.695771048031908,0.289158235696004,-1.62767569242041,0.993423701320854,0.221505249270806,0.686225528111161,-0.58107512760264,1.30557036620462 +2.09327916864518,0.114334540838667,-0.504688565537794,1.04113164528556,0.334970226820833,1.94527395644885,-1.1130784273467,0.0690049737306258,0.344172451727428,-0.681306297504555,1.59667810137074,0.72259738879929,-0.0292629568732259,-1.98131036803324,0.532609231652804,0.596727886226615,0.718479157790975,-1.67018042966533,-0.105363591353959,0.448283386099067,0.101716461504696 +-1.4191215716036,1.3881842812214,-2.57563108271077,0.383240545692088,0.129364303730251,0.624408327139239,-0.748173560716314,0.673907940965903,-0.292438513332181,-0.306457707020793,0.364140963342787,-0.473634204481582,1.66710068197612,-0.544215722991934,0.0691910809909972,-0.479961829360143,0.0621617821365727,-0.423723026010597,0.107828352177755,0.103063139048472,-0.441394357097919 +6.08132926319999,1.35648408922355,-0.237763106844554,-0.885497915707269,-0.117323418156491,-0.392737540544349,1.56396942746273,-1.42710909130538,0.52419715733928,0.773818357042846,0.58885960359435,0.966735312502448,-1.08604444469239,2.06569235274382,0.0821846566284932,0.175802044544724,-0.334485599126443,-0.193547028361751,-0.0750692238412033,0.051807553703918,0.560614368109368 +-8.72670776541166,-0.712381675658692,1.43365203693584,-1.1346217221416,0.194136872582386,-1.14668022470215,-0.891370762508859,-1.31649723050362,-0.677915572390283,0.0348541303267515,-0.37288304034487,0.325899149411223,0.680061542616302,-1.51601077534921,-1.96708890624596,-0.430371076653967,-0.22725174891254,-1.15030772121299,-0.0622234756473102,-1.69292917763505,0.940596567560113 +1.85818990750931,-0.690128993283825,-1.98402783392271,-1.19475527364215,0.877333767210372,0.963704823605241,0.370213658277799,-0.838781045441231,-0.301111169116719,-0.0340007267414527,1.38203633196351,1.05275247001136,1.10088331084112,-0.802583450199739,-1.14322467675308,0.669350041895597,-0.891444008966171,0.00932191420098586,0.00612598173210176,0.0485556597780865,2.36298719563455 +9.29741854257878,0.274245474317981,-0.215083460972643,0.247428148281408,1.90079425575259,-0.66045612644998,1.51003015234934,-0.528416830721854,1.93378358311775,0.803965763718359,-0.72287352258946,1.16001067439097,0.172948753310199,1.97539879765272,-0.122119326836274,-0.35798570772678,-0.0507175300018147,1.49387173263224,-0.0558618692973371,-0.242876377423459,-0.103636336534466 +-4.12545752358704,-0.380786630404856,-0.224622852936703,-0.806685340918067,-0.0641093874276498,0.164810240849082,-1.72228414561381,-0.74558998111203,1.4367068635235,-0.00562116523861863,0.0878426403982077,0.391216670468618,0.424618833272764,-1.37352481315404,-0.548553105463375,1.01806296101779,0.253132412791683,-1.23525856023036,-0.306158065536054,-1.84202772563932,0.83105490560231 +4.81026535890978,1.11582877486858,-0.401193673284838,0.0976456611070613,-0.393271637839103,0.972552242648149,1.7808218340078,-1.05477337681576,1.08341430040145,-0.534378640997855,1.86381619298437,0.59705022847577,0.520321994316221,0.58426614325204,-0.874815981910186,1.47298542552466,-0.246720158032748,-0.343331839104544,0.322020474629017,0.526540558295633,-0.901010704971112 +4.26465397624176,0.172350187000914,0.568240256644389,0.46513962679718,1.16042601343425,-1.56005940331332,2.59058309674355,-0.461014856869339,0.0694224129580134,1.34227274806847,0.945024933083859,1.12081152114886,-0.988962911930657,-1.39736350875782,-0.155281780208031,1.18939649349573,-0.114173764169915,-0.792996261814714,0.611187038376922,-1.2671772337072,0.762094560848323 +2.44473323219034,0.512564515459828,1.69858404543845,0.39554593369631,-1.39267738564002,-0.568771750830216,-0.411466592748426,0.212913398796673,-0.58664861246301,1.26204851037911,-1.36169390299524,-0.780641880273865,1.57696266428852,0.605881129246638,0.324484430167185,-1.200952393085,-0.398387140929061,0.161497953359503,0.334157101675463,1.6208564909843,0.182320153239521 +-5.61196033928426,-1.76720344019799,-0.878429505998428,0.337585183347653,-1.60670791882765,0.271578170853366,1.15342502696687,-0.258769283159029,-1.75928297429549,-0.174620322492205,0.584925067847935,-0.223946397397654,-0.574897892250159,-1.00556499211566,1.5475773359386,0.679202170483189,-0.723039289099724,-1.69387819828091,-0.0787497670733863,1.03067604243833,-1.1193115268127 +5.69796668316213,-0.670223431272913,-0.150887974503741,0.0489409727697516,0.733228396738732,2.03771013815326,0.482441117201733,-0.850838612825716,0.579727943653949,-1.03671348403649,0.534499115439212,-0.490742288906764,-0.190531941664893,0.478743069421038,0.385405293671736,-0.278418178636539,1.17347081113915,1.06277565809819,1.4867501156063,0.845629437476929,-0.534084068707389 +3.61013971429708,0.276952947504673,-0.446211846321643,0.546208554557667,-1.4676861461399,0.944639041527311,1.2149954402359,-1.50580220385917,-0.129995832821826,0.0887811692803482,1.46969426183657,-0.664967771808536,0.480411763852933,-0.382323778332281,-0.218280931323759,0.0119504987716458,1.02278059307633,-1.09466728562033,-0.687917464428825,0.32954607118538,1.84673508655653 +-0.921074155141114,0.4319677760602,-0.596050163584027,-0.72710124716396,-1.03685526419296,-0.111908953602804,-0.657429828719001,0.76489378514838,-0.779817190892842,-0.224579122908371,0.898806851366036,-0.681118993678101,1.32498084458638,2.10328124194183,1.71211978108293,-1.56526897131376,0.690312732958929,1.2244197790018,-2.14261586055577,-0.0206799069849402,-0.4194498337309 +-5.58846079942347,-0.960891554937323,-1.27326215705109,-0.617242408734407,-0.516181556182232,-0.187599156240558,0.284038620824671,-0.550504778994044,-0.903661283538661,-1.707882163503,-0.152006435216862,1.19671629378912,1.48818893962061,-1.49604787903862,-1.88959471239832,-0.903771856509297,-0.561957681280131,-0.0912051758840297,-0.374068476967324,1.89296492013607,0.517650844530307 +2.60592346484282,0.0274305658483761,-1.86427569721599,0.404066500053986,-1.29316678613878,0.0770194279297622,-0.212022165853319,1.62484060144465,0.431418404988162,-0.988992703690575,-0.0581705314008245,0.416480113556393,-2.02742135570735,-0.319546070563024,-0.298115217232141,0.912099393943603,0.678376287233424,0.33734971461518,0.709373049729801,1.498496443903,1.09008890536353 +-1.93420723906285,-0.369601754326244,-0.791030090769833,-1.14810114073034,-0.325219062195528,0.641634134771487,-1.18746283746415,-0.954608084837238,-0.058874685814356,0.842953780457479,-1.37051734558103,0.720457884354877,-0.589671278319616,1.67403251668813,1.33563141237035,-0.0467295647953396,1.29812900233319,1.18336364501943,0.365024418036457,-0.95263917025158,-1.13788142271306 +-0.695287426207449,0.80784243829686,-1.8875149112098,1.82733100883383,-1.15116838044937,0.788287082792289,-0.200365069877844,-1.37199433212702,-0.871457793518373,-0.58480044857243,0.590552994803761,0.579807501057588,0.338856427372919,-0.34991227586409,1.13465274273562,-1.05898624374846,0.157328738611606,0.977259152299842,1.32626322450061,-1.99937555662633,1.04203047138264 +3.2547052378572,0.297532737973586,-1.26059597748477,1.58082927038001,-0.538068161788487,-0.203588505593287,1.06458698075542,0.554756887004598,-0.767726361257487,0.458767817792035,0.697054534691476,-0.362951158410166,0.899763093325296,-0.599885699781046,0.91485375322655,1.55584448721233,-0.272299933327584,-1.16951002398357,0.543740295683707,-0.42399725329032,0.504816516675361 +-4.89092049475734,0.0230556945047563,0.264633585027845,-0.612626013896803,0.0675624211133031,1.20211148074558,-0.00977850108980008,1.25868229160619,-1.15887370680265,0.373592457355218,-0.623058316694376,-1.4165497386916,-1.90207120368821,-1.26306418361732,-0.150518975424586,-0.515079161260886,-0.960002551604787,0.852191992015387,-0.449073882672301,-1.02569035055983,1.52052608394764 +1.17626167122234,1.10191446139562,-0.6172852662111,1.11035523323563,-1.04239883856403,-0.0349610478768435,2.19286414722812,-0.595971567899775,-2.29029347030693,1.4984395522198,-0.00311247259051416,-1.70075111009528,0.561254097627101,0.753776775980201,0.109804661805461,0.00291593869041225,0.459653365835535,-0.543135059727389,-1.48800890259919,1.04124207325478,-0.943638647596725 +0.635670565499948,-0.162053493690521,1.0463943689517,0.276479901226256,0.779852868281011,-1.43813712382316,-0.888036963561157,-2.01896250574014,2.55587924959774,0.657350539122182,0.214920607405893,-0.421536576946001,-0.68569502934374,-0.654645366527188,-0.572123193980702,2.03055859125086,2.34015587891104,0.287282988501865,-0.208638125653193,-1.27817629041543,-0.296009986455594 +2.69702518680818,0.0865447216024407,0.0594250468345049,1.0384903758363,-1.84341106815167,0.866641698370278,-0.155885082700779,-0.183806672594794,0.925211749989328,0.779945611772747,1.01686971218348,-0.856382272538908,3.15659568210268,0.180090393702383,0.182585425591605,0.597453901406769,-1.17574492984708,-1.55179132652201,-0.625724663283836,-0.728844671387879,0.919880628617591 +-10.0168402625804,0.0169979019330747,-0.27155805509147,-1.03547631203081,-0.561080375116608,-0.680151466241197,-0.763253995338521,-1.42353059767055,0.0274116056463642,-0.583266064736356,0.195914678997647,-2.86919359813922,-0.37554461880484,-0.241731011795868,-0.843246105900967,-0.525042654022494,-1.08607322501322,0.0968855454799218,1.09828276115262,-0.547412406982018,0.822105995860854 +-0.708009259976003,0.150172429503499,-0.307828622909301,-0.931124447642821,0.81665012317614,2.72047494318714,0.109876122903354,1.21615981743737,1.13734935386283,-1.26179533029369,1.79738672459075,-1.00639375931547,0.45583372497099,-0.914809078983276,0.600807327708964,-2.44662403270164,-0.618455318042385,-0.496618844956289,0.190847404424626,-0.5077157002963,-0.471215615024531 +8.80367741539082,0.482914532808017,1.73000920174613,-0.0538457128119585,-0.347708071406355,1.35173188846866,0.218802255599405,-0.935536313592752,0.101042253230577,1.29310215044896,-0.251155603002112,0.266215106255836,0.0302199317823254,-0.179087684870235,0.217200073537419,0.999181058583993,-0.656224730329204,0.0232644693545351,1.62158318314342,1.12557838019689,0.87095681471521 +5.37716277578667,0.882608394387359,1.2605113966598,2.75728487429194,1.26525811391015,-0.295891454261774,-0.779540754478056,1.5204182538191,-0.337630274475786,-1.73377995524139,-1.39362664230016,0.868003399509863,-0.458203542492575,-0.435254547217929,0.816815766133559,0.925996557934293,-0.0336115506369006,-0.16553780977468,0.665871072735065,0.357226019161563,-0.907752263380491 +-7.10636330491363,0.315924828918759,-0.211969941525626,-1.68180433857498,-1.68914751125801,-0.769814891657781,-0.826518381159993,1.92944828845149,-0.380324448304002,-1.45744102723392,0.736828771814549,2.39567380590686,-0.937098734495935,-0.43018117473786,-0.3481765874297,-0.557039810510338,-1.57495741155965,0.469886717543775,-0.682910432132945,-0.276410773344701,-0.311459785955786 +-7.72304020052539,0.228238374781503,-1.59133652947258,-0.446449364191222,0.234120419627902,-0.796125972064239,0.355947231316573,-1.24926357879138,0.0667292336869086,0.796846516570836,-1.47441745201906,-1.79649159005574,0.538771135629531,0.212783213874323,-0.587190114437972,-2.12854813118615,-1.40740719885027,-0.299246109246766,1.07706503221209,0.674565956271788,-0.029202344882323 +3.46551230661706,-0.108384387112903,-0.607775130491636,1.26473648290126,-0.889982261560161,0.245538406984467,0.0596734319225704,-0.126969553660804,-0.310144747936777,1.59635548833059,0.142324799116587,-0.0279325858950088,0.479126998224308,-0.489494178207983,0.208657777823136,-0.11399019826404,0.442771270406252,-0.666400934374187,-0.141968081723306,1.60525226389604,0.767964474129956 +5.08618367897312,1.10506099653127,-0.565455989549343,0.999882073561284,0.892913560173776,2.95486651538414,0.926071617421477,0.259727066869811,0.839259396742715,-0.934541977610591,0.272577710697683,-0.555785191810005,-1.60932992862905,0.253539804760753,-1.45452460917914,1.65736513852694,1.18747816454888,-0.749571334049609,-0.781764531836569,0.92982529427902,-0.743066814789777 +0.0101881215435033,0.588719096932479,-0.116536477530253,-1.46267052569373,-1.67177441072894,0.454837824232905,0.58373914128892,1.34959357240364,-0.731619468046618,0.529354718931711,0.551999750261747,0.569902066385529,0.806387253770722,0.520254664876342,-1.0357219452222,1.35443661781183,-0.626621390975235,0.242338748846532,0.0544388489341202,-0.135529033877231,-0.925925861059618 +9.45094022016394,-0.316382724208661,-0.638147285119005,2.44569147616162,2.0258969524473,0.164940553979103,0.769812554725397,1.4531306123794,0.0878702802569276,-0.388801387700044,1.53199416870992,1.57992805895207,-0.429792304704996,-0.182881017715954,0.13932457323967,-0.211951511144163,-0.30222468584464,0.381946749806282,2.28065451104108,0.116279214380591,-1.71141998867109 +6.6334152331259,0.366356632278494,0.949469127430517,0.835383450240737,0.482544274753013,0.779670167639204,0.107808681268894,-1.2111069088446,-0.437848847921391,1.5004143162219,-1.15051263429487,-0.352073185009457,1.01799463865589,-0.505960206758384,-0.0958111667690453,-0.0321940227203181,1.11325815876721,1.48247214929716,0.244207291430825,-0.0352724521829623,2.21953888480663 +-3.13066901269722,-0.761089558280717,-0.917870605579098,0.415679708265731,0.209073240908072,-0.626803922064897,-1.24581284027853,-0.297448920847578,-2.37448160519615,0.284021654368265,0.787111100376002,-0.532513811159757,0.658772158602559,-0.552535464419184,0.313279502384177,0.500700367885612,1.53898400276126,0.338992575294751,0.445865887045331,0.659914511568472,-1.22342017834254 +3.98112926797129,-0.387626309448484,-1.49744631394914,0.149909617533058,2.75195702621432,0.132540126139783,1.52904788614258,-1.04355334514238,-0.89206078067296,0.67781247816119,0.185662650862854,0.428886341776161,2.66034684051614,0.388590561588305,-0.232479006397188,0.270348435266873,-1.37214878212394,-0.202012264026803,-1.11385422694897,1.46960776100149,1.21981193867734 +-0.0935666170247096,-2.35080300639401,-0.0613099098523362,0.130115541005364,-0.403456286438874,0.890883705970164,0.0176957364746276,1.45634114589743,1.80029231973859,-0.869784305778128,1.07459433869204,0.906221643605214,-2.61550796011407,0.154218951094451,0.103570348444786,-1.32297067824892,-1.34022424616852,-0.175790405620039,2.7982969938959,0.424530728680743,-1.17432725758467 +-5.80636387772853,-0.765299854468656,-0.221693465590074,0.141924730969206,0.743561321209664,0.138834715907399,-0.757336753597213,-0.245249236572695,-0.227665598773264,-0.661066341258156,-0.847361442154382,0.570142413340753,-0.33198440679904,0.260561563061158,0.558742833107403,-0.720985957985256,-0.159739900077989,-0.90579971858197,-0.0300801940296716,-1.69789426223857,0.610071929546551 +-4.3056217357852,0.462167517577573,-0.0855244979109652,-1.3192244066378,-1.25560292576405,-1.05252809862083,0.395186704668315,-1.22581567519764,-0.335282323083051,-0.0582337725709282,0.831722801770171,-0.795617199191776,2.22215483700077,1.20496537187537,0.00514268176270174,-0.41238548508511,-1.37130998556112,0.232766437554753,-0.218243731253701,-0.728633796541749,-1.44384982031425 +5.83111224544533,2.17390247112664,1.58282365120226,1.89019323076493,-0.522681950401185,0.513641122401634,-0.897357979968876,1.13742851908495,0.0704895516267161,-1.07018302378564,0.942112232285872,0.04161252491338,1.36385881617818,0.17937593436671,-0.348715019242164,-0.198522763475045,0.231468783078853,1.13600114728011,0.331917065877354,0.107801258076736,-2.26351306558052 +-7.15872888771199,-2.03671690321643,0.0363697003717626,0.0997492778588939,-1.21568222216277,-0.881978990053782,-0.628886052982957,0.896395727779126,-1.73287574944499,1.90880119837277,-1.56061434461129,-0.410413522259648,1.18320138971363,-1.12950769163823,-1.22442151041122,2.12392269042613,-0.359719622480121,0.249388007596913,-0.426139327436417,-0.139434968400856,-1.39154693442319 +-11.0942979933217,0.158637566089039,-1.99886869356264,0.384955595598637,-1.92096478128232,1.12748583717455,-1.20900741833523,0.190705759527625,0.336503297824026,-1.70295985336884,-2.42577617598924,0.792823627216413,-1.11979757394949,-1.00968724341693,-1.26779046145084,0.137098774784356,-0.705164263038799,-0.250620626486471,-1.20909867795669,1.00377950251956,-0.964508483637959 +-2.06688088233246,-0.756614780947088,-1.07400829803065,-1.02612936007282,-1.28415943849071,1.29139896331668,1.28569195434962,-1.42132577477111,0.0426429728343629,0.231233958296328,0.122258018041031,-0.347846436098383,0.642452952954817,2.09888681871474,-0.457880104717707,-2.33343410475375,0.455644859771437,0.579886262292414,0.336250237730615,0.243722075324982,-0.872528797118941 +2.25176038636051,-0.210631993767786,0.14441353382798,-1.10534633319761,0.594949920120793,0.706907338619122,0.77848259347315,-1.77087863769547,0.719425488186349,-1.17381905398993,0.74979105467451,0.391238104766308,0.529200350069377,0.0557095547950635,1.01504453779982,-0.200753595706984,-0.233681192117725,0.41412707792446,0.638803507470262,-0.942753255302249,1.22521207855098 +-4.85572180846054,0.756265078740067,-2.79746162690224,-1.05213510025101,0.230232951414836,0.646455742176749,-1.30575165061467,-0.974141271092944,0.334332885848073,-0.290573691341296,0.468900259563358,-0.876440919674196,0.533818158435416,-1.44631204214383,0.776745310978502,0.748055864812279,-0.521967736906722,-0.586421770815041,0.829460874507612,-0.413966576659926,-0.338956329187341 +-1.18797477322814,-0.999734481219379,0.739689136119257,-0.244128810693575,-0.54353446308124,-0.77097308438751,0.293449591770664,-0.964327089775713,-0.53055209916675,-1.99769520068907,1.69234600431107,-1.1304819003053,0.831501067814065,1.77098796888327,0.153003032520842,-0.0903931797040648,0.299115741976575,1.21507905719491,-0.694815774278862,0.653715877865378,0.1168660423381 +-0.521978669062659,-0.943744524893251,-0.075442482179424,0.253147570431853,-2.66996000240518,-1.00179974442736,-0.410144425355741,0.806512332301802,1.37509258213063,-0.196981606480426,1.19219540366872,-0.0991224249815209,0.158302796716788,-0.429752411492005,1.16809303919315,0.0217215971522666,0.509172899805299,2.39815598832334,-2.0543232012386,-1.21934043974949,-0.284944582801001 +1.86449678550232,-0.0321310690771247,-0.346100481922732,0.211957780560388,-0.571164226461131,-0.859790382090032,-1.45894963360375,2.38022105595815,1.15632060956463,-0.745131868850022,-0.628842109368201,-0.83136322929187,1.20985119359003,0.968125514206876,0.861535611149569,-0.782498918526657,-0.22164982601891,2.56732964968259,-1.99424664530693,1.66816945541432,-0.266178208526823 +3.91059812243901,-1.51450249810653,1.76750313638534,-1.32832717521955,2.52557122116136,1.05265806889157,-0.654604633988381,-1.25110740273925,1.30024907617319,-0.144048625029693,0.631195504470317,1.42733381441497,0.676182070479632,1.1848113604443,0.648869879094608,0.695915055207241,-1.4092384827048,-0.655347760665179,-0.0919017789255781,1.35821503768703,-1.76559707742016 +-4.7099152442846,-1.61903451976417,0.378303839133197,0.47450199135954,-0.841666823314235,-0.0319521891826756,0.340646274884713,-0.190674553744874,-1.74157641532669,0.843858974072548,1.1380082713467,-1.16696675935954,1.2837871875659,0.141847691992231,-1.12739407303517,-0.176390746760022,-0.850102722064892,-3.02324521639872,0.0989161438921207,0.532133673537794,0.933046233689783 +-5.57932945654361,-0.388213747775796,-0.722176235637539,-0.835593294867878,0.100820634071447,-2.3868451907642,-0.904049805311313,1.18337588190087,0.0227862120134279,-0.981388993759595,0.895214687237196,-1.77719297740014,0.142733747346228,1.10270638041523,0.200873827890814,0.747617464904936,0.3655100705634,-0.529683493060473,0.129343754587564,-1.01145340126729,-0.173759746131687 +4.19296684968062,-0.378602977118339,-0.00723247462455358,0.0727170733742196,0.202434275671678,-0.810337390105847,0.224785694047573,0.0941022834809329,0.384469562534399,0.530475746460061,1.09259707668805,-0.411840320202836,0.270867374650261,-0.209404490390642,-0.880817558599825,1.58963073669136,1.3403747981577,0.39808552224483,-0.0850600551412605,0.647371974307203,-0.386186985289163 +-2.24846772129096,-1.59504866424592,1.62716052255255,0.915989577158931,-0.948938578186865,0.356696591269164,-1.17356164616887,-0.598230244019037,0.120173758020095,0.177266879213403,-0.93262809512954,-0.403208232227362,0.470238549474365,-0.0288483365636883,0.135327835154503,-0.0947410352239601,0.233915001675115,-0.941210115937842,0.956880090621088,-0.118111321041483,-0.0226902298414772 +-11.4643847350204,-1.10893666001903,-0.874039026089556,-0.679971417753623,-0.365151212147645,-1.84871766303183,-1.19334665657133,-1.20340147249204,-1.38158561063982,0.833699680439367,0.96876045153829,-0.897372282816823,0.434210848521878,0.904913360081571,-2.84259790427995,-0.684520809183558,-1.00476932727325,-0.141627731461925,-0.0613382447702899,0.466128137284834,-1.53945659257211 +0.375107598497551,0.0555006767777809,-0.357116339527888,-0.538766975075473,1.78069158394929,0.894876026812916,0.131003298022688,0.295836797780078,0.4605576808685,-0.128989329639833,-0.247827214832326,0.425866504787918,-1.32139553285265,-0.544915421580811,-0.284788782615705,-1.64391535441749,0.841815498993157,0.987181708366033,0.811119120556739,0.856714153793795,-1.05711547632452 +7.30416661027377,-1.37261893818149,-0.143993498403539,1.13946992888318,-0.168419849416473,0.500455949209305,0.207833310854399,0.17878870412492,-0.706206553519645,1.23453021225714,-0.270789827222059,0.211029380210607,1.30487292036462,-0.57185073001333,0.558931083216891,0.958991244507759,-0.064963109057018,-0.0285792052206961,1.28635766079931,-0.699201911813282,2.10117013276554 +0.86036393887298,1.3713157196375,1.40464523492684,-0.909131468469794,-1.6325150917333,1.39755584637847,-1.1877249168485,-0.0713841045147801,-2.45234754596487,-0.73507402347121,-1.23775736085772,0.378167120105688,-0.670656751632766,0.0485715506611271,0.0483639989640035,0.685229155003547,1.76689051514781,1.04758215889378,0.677874489173292,0.367540386409629,-0.784635350977622 +-1.47228712037585,-2.05903504695749,-0.774730221036573,-0.605854270898155,-0.764248431913768,0.64415178761433,-0.79129226203396,1.901726874876,0.510594377321907,0.27451738407509,1.88309744851958,-0.0662059205569723,0.197630057182542,1.87149225430786,0.657607147607428,-0.397342347498498,-0.0965387291360545,0.180242131423736,-1.92333791828689,0.215598884302356,0.115425767726915 +-9.50286631812346,-0.991525489635035,-0.846877756555411,0.516246156727149,0.0130266015105948,1.18373710681127,0.576556375544747,-1.58303066808929,0.132384418317812,-1.47501632132786,-1.53872534630244,-0.726989644634886,-0.685188231466492,-0.311999408784145,0.813359713643708,0.658412515326843,-0.159379805953655,-0.61610891541178,-1.30748782763893,-1.25620709825973,-0.569982554573381 +4.86513632142245,0.251933894205604,-1.28929799110308,-0.117111078147644,0.0272238032338585,-0.131412356859632,-0.894948340602369,1.0211519205486,-1.42591866679277,1.9449678439204,-0.0606927081487088,1.87011435222603,-0.309392219643067,1.0784993391548,-1.89594994462668,0.131139759149368,0.332488318763907,0.754255018038706,1.39363675935339,0.536750780774698,0.896662590872064 +11.1085918088953,-1.06394509590109,-0.409444048710076,1.2651133225995,0.10983287140399,1.00358157690533,0.173819048730049,1.10900713349046,0.522708506376288,0.613489976558217,0.124798807879442,-0.530545516237108,1.22345595406808,0.884658851825557,1.68048924215964,0.299029129387556,-0.341487779977035,0.0185281151448213,1.40723374458021,1.8346151918561,-0.151449812768644 +5.17391081204217,-0.216902254955934,0.0444937281085443,0.277741326028423,1.26733346037653,-0.1855740072259,1.74294033265923,1.60676955454342,-0.580686491949201,-0.0725899369125597,0.0137357959282979,1.03140887964901,0.893491510470853,-1.90576145326209,1.26404809740075,-0.936650811758084,-0.953101317412353,-0.101357370199518,0.941486677686248,0.968539026937647,-0.834610427505824 +-1.1134310147625,-0.83824897316637,-0.153689934316704,-1.07497808859499,-1.21261032254886,0.290903658761952,-1.77112362591119,-0.792572840136938,0.642968695835083,0.499688659811329,-0.339955146963951,-0.861078064185054,0.648936098840819,1.91955944664142,-0.753588567221003,1.84883734400432,0.708707257808166,-0.0806737357099571,0.0516156605380589,1.4824956722831,-0.716309351595365 +1.0343840262292,0.658773629809864,-0.153768897749587,-0.0580055500318675,0.272550062150069,-1.77130234565327,0.161044932120033,0.303421714587564,-0.556310411610038,-0.121576595769593,0.172475232177277,-1.42616577638565,0.621229563895678,-0.90440336244399,0.405966833660792,1.06672362053311,1.96190059666028,0.232841742107535,-0.195508092035596,0.883759509181601,1.25293024222228 +1.61387201021787,0.452007547357976,-0.120525483963186,1.13847432124499,0.608905467729489,-0.0152229699486836,1.1339983188449,-0.646058412053619,0.00409292850646654,1.44291332909355,1.28839567985155,-0.239032649311364,0.669997198998208,-1.25018965211708,-1.32192908704086,-0.113544224702083,-0.406299326060511,2.01728832982681,-0.535841316460828,-1.49657419693717,-1.13510554325427 +-4.27150147605431,0.799963792617058,-1.00968391630703,-1.91206389344032,0.413789796822111,-0.133119028105051,0.999527546782756,0.501675951914014,-0.631557671124125,-2.74699087795022,0.320901028303762,0.501583651178,-0.461670893023075,-0.0719654508001958,-0.381211089375847,-0.545702685954224,1.14143447002982,-1.21652674658023,-0.127078641833752,-0.197627816405542,-0.28496444418753 +-0.127962364195084,0.364728688475606,-1.53451942591829,-0.151321285598918,0.282217795848871,0.502001607796395,2.26760774540696,0.0962762753786302,-0.0105524333838401,-1.06472900981822,-1.32221541018995,0.294574925925613,-1.13858918526088,0.708201044614777,1.67056334184058,1.87163470041526,-0.991845099413479,0.536389792540479,-0.344250410956377,-0.0850665466675088,-1.01227203089054 +12.183588405343,2.08594617370458,-0.468277733674612,-0.176611558605078,-0.107988873836422,0.188934225687267,1.97121056151221,-0.575904215605116,1.07302887559333,0.771632448801069,-0.345055773896883,2.62541128304054,-0.222525068962052,0.436513134071049,-0.942527324012562,0.191565784813732,1.58266903253282,0.334888059125591,1.25493928842619,1.97307229302113,0.249812689552114 +-1.33679654304448,-0.0714848555619568,-0.675321597343778,-0.683821040820684,-1.73485333067874,1.27231956834322,-0.778736490394666,0.765272803439017,0.512892000598911,-0.518871737249546,-0.245659462759479,-0.760683166669325,-0.595452068025848,1.99373886207185,0.281633381290567,-0.426077104541984,-0.334595676752995,0.0881337772818817,0.0293960100715908,0.403841761193152,-0.345095110135831 +0.0662810490095659,0.202338215742887,0.587929081235125,-0.695993407820251,0.402931966607121,1.96060113971252,-0.164941050398768,-0.708778001781401,0.096582745925271,0.248343548414234,-1.15167144400285,-0.408420412078865,0.449837049550545,-0.819637519023043,-0.345693165001538,0.192232214448878,0.34046725842865,-0.22576653462182,-0.352274240833361,0.467112990945734,0.049163905789212 +1.19932091805232,-1.5297686336941,0.647812372062329,1.28679973564929,-0.540806387319067,0.467697524292345,3.6507763672939,0.479149622607111,-1.08649748005593,-0.886687440587347,-1.85286019477193,1.13516700043103,-0.0133240964142545,0.36238025629833,0.0984615746635719,0.240245245767389,-0.911284267250167,0.157571089968673,-0.295500645191159,0.876709445632026,0.266339242572536 +1.41223266689549,-0.338088145537669,-0.719146120685158,-0.0895900701966298,-0.418775413459099,-1.1552823710302,-0.754166142669526,1.2084605698198,-0.350176047303114,-1.36787240838935,-0.0870034343271361,-0.550669326808155,1.24787020578836,1.47247124250058,-0.182736890134471,0.829474277281689,0.36163111856706,1.04225384398207,0.8065780364016,0.161334826340057,-0.308889267698486 +6.18009047205397,0.954136361808257,1.59204812519396,-1.56468733988723,-0.415559283440482,-0.55786921337981,-0.723309075730819,2.29283114861672,1.32328396349883,-0.16007051316625,3.52237133063965,-1.24301100137176,0.387011359479829,-0.511223016962878,-0.377170792171907,0.192224990599639,-1.34558341747186,-0.0646231140433399,2.15915729977422,-0.645037124890889,0.914117145479241 +-1.8353440122742,0.0818425227231235,0.214218086396195,-0.868904969929435,-0.208318827018177,-1.39119225409137,0.646760108805325,1.56615243646262,0.105651891391693,0.338955870872127,-1.7998106545812,0.490492610027777,-0.555243900943828,0.322107985264444,-0.606130916688757,-1.06029581235346,-1.57556790208904,-0.663258922704549,1.19747945246947,2.09066006111083,0.371277656509028 +0.194093851765598,1.7080180168601,0.259734646804249,2.29697185066511,-0.156037481722223,0.668184957355531,0.954379951596656,-0.729365922968932,-1.11970829523314,-0.978214164283336,-1.48235118911135,-1.89157214465565,0.861076075280868,-0.187077882274855,-1.23183452430492,0.329488207951119,1.50898622056846,-0.210926010514757,1.2710412010706,-1.69027225193652,1.47120016311112 +-0.019558052732727,2.00605303820361,1.35831224234804,-0.813391793255693,-0.0763739389649439,0.0310644373573899,0.189645747440251,1.50906230034492,-1.80015410191221,1.45813081921961,-0.909000545801097,0.278764416791342,-1.21633012904848,1.86293954020277,-0.0989936104761297,0.653189147956282,-2.63094988539681,-0.218584835639519,0.493328798669478,0.211846184499277,-0.733042259769675 +-1.48423841641443,-0.787921347136684,0.594318995831329,-0.954205268021875,0.619610658818978,-0.857158709927471,-2.29322241543749,0.259356551796821,0.635989555302679,-0.132549245223451,-0.128414827661534,-1.80328572740803,0.96006162018466,0.562023298546226,-0.36854707887481,0.97547956452236,0.132423681741557,-1.11129719098414,0.960609811845922,0.560073767013095,-0.106195082757488 +-8.80475730451318,-2.01024918737741,1.0295941574629,-1.06668686447209,-2.39513569156804,-0.449578202912856,0.0259097618260381,-0.389863903496643,-0.178202594602298,0.201209303431347,-0.871399173868184,-0.0868992453161308,0.541381187259696,0.0923054125869001,-1.60271527549691,1.04810011463442,-2.25156299883578,2.30128262113631,-1.05346497172479,0.0179871062945001,0.353950530144586 +-4.4098709437006,1.13637384584441,-0.635737431850618,-0.494019987894099,-0.273877455547847,0.537022124079189,-0.429394747033593,-0.325939406278169,-0.168773752751361,0.828344942925598,-0.793809691389192,-0.889383106620243,-1.95278836951612,-0.476511242119307,-0.56193859466893,-1.44836905614743,2.05571053859348,0.642400869920542,0.43695038279323,-0.133892762868068,-1.2745881199093 +2.27649548852629,1.86507711152076,-0.144537130333702,-0.738562969249735,0.161818235013706,-1.21496014208596,0.73900294111375,-0.828682709161636,-1.35455646423659,-0.0347306528475068,-0.0924959239567071,-0.0731873522065825,0.989547203269762,1.28781207411979,-0.518247606345692,0.853892153777299,0.896619591405551,-0.0199907520869771,0.592916721406722,-0.503999970099912,1.46153684752641 +2.80272729101322,1.02461750297628,-0.571318932168667,0.53258573162904,-0.0159429382531356,1.07548049126745,-0.890408846889869,-0.918840826404952,-0.721202664854562,1.5973717120959,-1.25284372434861,0.46163531039267,1.00463476751598,1.24180391791804,0.164909874387762,-0.0750233870035957,-0.477387433427286,1.27426186271132,-1.0598494390335,-0.324222303899989,-0.0602876241490692 +1.76267222515241,-0.212386239158211,-1.76854782973635,0.483540492477947,0.37215592310124,0.203304299173931,1.60219317324536,-0.659018123229913,0.206368186593243,0.226875526361253,-0.547524204644444,1.12567978769218,-0.321087592613001,-0.962740069854528,0.14999796695568,-0.118675045953765,0.900462481584722,0.386538588441322,-0.76842599907832,0.339828400528249,0.777765065226912 +0.84811921415775,0.211036284752331,1.41941166986393,1.14173290010378,0.312878239253377,-0.356910015895168,0.296175521513104,-0.444039730966064,-0.814010044263383,-0.20900901499659,-0.0647287833641673,-0.650851271327053,0.209254018597475,-1.11994714989007,-0.425668047146454,0.601727885701896,0.217729155828223,-0.17128506185517,0.474304925219968,-0.49130940327935,-0.534838144462441 +-5.25466484587224,0.446075601086465,-1.47808847029884,0.200742095911055,0.159241324051896,-0.750313330506905,0.646600866134566,-0.795034898853383,-0.769116710328077,-0.704367467044543,-1.13429480625803,-0.865343397559903,-0.428632391422079,-0.566400080722341,-1.94880922752813,0.117278708419057,1.27871133924712,-0.596953927419652,0.399755932459553,-0.962618210801689,2.33147405232354 +1.38779788958415,0.520599678232113,0.990101042066362,0.703193047260675,-1.28477731343179,-0.777903693902155,0.526308708340351,1.25010042927385,0.557486229818905,0.797736454543429,-2.0293578383203,-2.31780709915328,0.967303448274105,1.56401308629597,0.49129098442161,-0.713218448581585,0.0472083517593254,0.231301464169919,-0.269494882089159,1.21644541467001,-0.929071577613501 +-5.50428496873839,0.377561918114446,-0.0664354225675706,0.509737170346478,2.03129569260262,-0.61205145712593,-1.17671097289181,-1.94050045390497,0.352040817305587,0.732432435631104,-0.943589705838377,-2.37434828842961,-0.961182002982034,-0.795475955094179,1.08342870944019,-1.01665921802892,-1.2993032305218,-2.36732688175161,-0.543245378925261,1.47313812949749,1.83574547305215 +-11.4144676811905,-0.623658808865915,0.257973788385441,-2.14171325334566,-1.54170768162784,1.76493700377838,-1.16641641304144,-0.362205323639786,-1.31425368897172,-0.677920616218627,0.849832213491118,-2.8116110270442,-0.522229208970977,-0.870494833932448,0.0322722622832922,0.498047978024391,-0.0205728119722799,0.0319836303520177,-0.299377738654403,0.728853868871053,-1.53229608099272 +0.143665311688076,-0.572610525202765,-0.621453484777161,-0.13213914168807,1.1591673651254,0.00251467392079405,1.28151508048696,1.13974802331151,-0.966934999618931,-0.52405343884863,-0.680273856882954,-0.60338270078119,0.00734760212337544,0.814224427232021,1.28611934000852,-0.54903321980419,-0.803255557133061,0.195477717340155,0.0166515865734686,-0.614726348109619,0.605058496965727 +0.575881861803692,0.312501153196823,-0.776452633431541,-0.117058333085581,0.0505183010106525,-1.11095842322385,0.772970493773196,0.13041219985873,-0.438922471022778,-0.0554235538505416,-1.21490387102771,0.579482152780971,0.189751234643551,0.720457714433337,-0.0120908174680228,0.138576958443922,-1.11629725281084,1.44139142630865,0.926211133777199,-0.456083712350953,-0.0199433105693638 +4.21534830358751,-0.707427833089473,0.315342751834405,1.47883615689266,2.14688110240492,-1.47209640017597,1.89739306909657,-1.10120546302427,-0.541353871308618,-2.2625366307621,0.121023735650211,3.07332530501545,0.244473230805009,-0.525241641969206,1.54643533503174,-0.514350375593104,0.210699775731649,0.497759563416154,0.78336350978333,-0.743257974607198,-1.03566421173525 +-5.95651490122109,0.52120348534775,-0.963693673702099,-0.886599327971648,-0.0169604379475213,0.571937102679906,-1.46710942298422,0.680459396043143,-0.171668052246427,-0.767614904683619,0.742823198194618,1.08972296574334,-1.1909594423905,-0.331125751067593,-0.34465599778576,-0.513330315081546,-0.773017875446032,-0.132637729778852,-0.381518818285302,-2.20175795196767,0.974005195359575 +-3.53483383126578,0.448187980908179,-1.15635521449289,-0.0464673189686162,0.103080938524212,-0.075453128222844,-1.3922421989621,-0.233412566035759,0.321860931733681,0.957319966983622,-1.46490472969903,-0.675493638741785,1.06644129792133,0.681588292098077,-0.681637476407995,0.060939089018521,0.0656780718560649,-0.711172774874137,-0.46564777947721,-0.0479616297438435,-0.519319632171794 +-2.86302943260926,-0.50532260598478,-1.08556057653567,-0.997243853945706,0.498517100256103,0.613461939672738,1.06724345475801,0.0549606112069769,-0.999391348050607,-2.75562609167523,0.886674293678578,1.50783482574125,1.23885147835744,-0.356447412429876,0.51311411510747,-1.38159398125581,-0.215039218841684,-1.09207917884158,0.727277676188565,-1.21532006754742,0.421499848888374 +-9.91472092656897,-0.206612153485113,-2.64561960573244,-1.08451284931826,-1.32510477793652,0.748547400946246,1.75681000753825,-2.72714400347786,-0.880108359134783,-0.203166003196341,-1.0880230703526,-0.814196741269874,-0.561365389668129,0.162458493987972,-1.13207395182002,-1.74631553626227,0.0669303685410552,-0.757066012787618,1.85887177831431,0.284979112162476,-1.54914114407894 +-2.72100750344754,0.0296140196264106,-0.800562508795526,-0.903779357268635,1.17513978576149,0.354055707877108,0.0263483653334174,1.9147162830803,-0.596184747001387,-0.475069022356924,0.304557243643041,0.578848839767927,-0.677306635228975,0.306447275152581,-0.098740041706354,-0.205437996348377,0.374756507546891,-0.548551047527893,-0.218813536242497,-1.04605136177201,-2.43405586836578 +7.11524125328324,2.05234415242859,-0.212657487651171,-1.61488392851201,2.1331647612445,0.826534514583481,-0.855138715355132,0.65460395257146,-0.178220007281287,2.21693954771434,0.176788778845589,-1.80957892893606,2.02744929627888,2.26560652970244,0.9528646731654,-1.26738038320521,0.128264648594108,0.318522820881958,-0.515507525664638,-0.0783580328567813,1.32269331941291 +-8.75952534115181,-0.768557600478008,0.621291362272924,-0.38028317263869,0.751064753468469,0.261665945495224,-1.22949616170755,-1.01232723259384,-0.186183597325985,-0.063341688710079,-1.65456729977901,-0.222257377598139,-0.827606048572732,-1.35086318856113,0.259176097151654,0.468031572204687,-1.09314529834349,-1.02701925423583,-0.680655555861579,1.03676678695441,-0.256590909356356 +8.79009883929533,-0.565258779463758,-0.360029637451773,-0.661767030447997,1.00525706856955,0.44151971599951,-1.04125822595029,0.229967205339636,-0.105073569649255,0.300720445977141,1.17991496311976,0.841162750033463,0.119060956114703,1.2554700991544,-0.629447027579893,-0.414336608583352,1.02974116439277,0.729966570342999,2.54798866147944,1.85960786997952,1.09363200947727 +-3.83193421606975,1.66666340779812,0.952602727671806,0.119230031016619,-0.835741334890485,0.429766596963824,-1.14180467570544,-0.168730667242718,0.459318461159693,2.27878982818067,-0.0947361637535207,-1.56995014216157,0.574202391184802,-1.79812395503945,0.42173487885126,-0.622012677078948,-1.77597761818272,-0.577922692865651,-0.246960145631225,-1.13792597433404,-0.702274742880983 +2.91020041931266,-1.54040100708771,1.21729920964945,0.138645136522765,0.927247644034003,0.0308833364310482,1.87431307090589,-0.0578119481110677,-0.0261715130607566,0.243135379067897,-0.659182082586972,-0.333767522643541,-0.60982365490395,-0.245982700363667,0.866960247861164,1.19761254715792,-0.0275186931441784,0.821327810043946,0.344486483334135,-0.746790700221124,-2.23381967120606 +3.84875618137563,1.14504612633599,2.23266336129732,1.11889135260302,1.49995529812031,0.612227991833725,-1.02108308609273,1.27818752120533,0.122380772887926,-0.446066181617325,-0.041874564889173,0.520813705311253,-2.25630894196447,-0.597431069756104,0.657708037845514,0.313081076246824,-1.41997854241259,-0.713263451035124,-0.502050461019759,0.664144736461048,-0.674395582179159 +2.58507698995484,-1.56194956414967,-0.716487136454238,0.233769888119713,0.912160431481928,0.998366853964983,-0.395132034837819,0.153075755492222,1.1864224996553,0.198000636154643,0.200298487865981,0.289013873039627,0.416025426741506,-1.5229809099258,0.685445641706476,0.94220037088136,-0.498391228120056,0.459032780125371,0.706322213756292,-0.660481210847828,0.145045866928143 +-2.18485622395399,0.471221587835894,-0.571776592523872,0.83703937073315,0.362007198480878,1.52689710263425,0.362290183817271,1.18499763945044,-1.30268098602783,0.482127536506729,-0.14225373172608,-0.884483744445786,-1.50090891367157,-0.499922870859907,-0.507729347488742,-1.3200989941804,-0.930145757642262,-1.29542958530274,-0.279226845708908,0.454425332263873,0.726504986771614 +-0.783674228542735,0.0357610372343732,-0.0720051332077797,0.580328951041423,0.869621849421037,0.366559431437557,0.12559647121736,0.438871799692241,0.724864359630896,-0.350266515128578,-0.572314190470641,-1.57776518406175,1.36464039327582,-1.51052440533517,-0.610038442014608,-1.29486499128327,0.404138878913601,1.58555443420691,-1.24849184895645,-0.845432494509584,-0.0335155598685553 +-0.494276925701414,-0.351850232327599,-1.4605230546696,0.495571975285419,1.29125373391335,-0.927802643568312,0.717468655655946,-0.366431640528951,-1.33713787328803,0.639843603360979,-0.324110334331767,-0.377961893026853,-1.41688715652847,0.767634805154539,-0.353267147092345,0.837611588871396,0.549174249553166,0.701636464828428,-0.193710659343385,0.356204558396512,-0.00298535255974357 +-5.33568116956852,-0.943754999834765,-1.12927138131243,0.437914572734454,-0.214150637308126,0.504721923804733,-0.643633430952217,0.624619381014399,-0.180229558584893,0.238017141227139,-0.897104050308554,-0.502520445839546,0.0466044893043657,0.0647134051653614,-1.77780995845369,0.00270727614146579,0.306936609565444,-0.694012405286331,-0.371235938442478,-0.782587441969932,1.70004698091885 +0.960327668385468,0.367376615854782,0.465923558097236,-0.210379665334053,-0.42073490275973,-0.29816334976522,-0.665461783188964,0.219955114747627,0.553853733092891,-0.3373237784237,-0.339566249540563,-1.39505363338609,0.844057971572087,1.25398814225736,-0.168476278102675,0.450931075000758,-1.55449677901235,0.553024181605341,-0.354242354022016,1.22677605408738,0.712662056235671 +5.37991429893277,-1.86547171250828,0.519782608478249,1.3275944819007,-1.94389069074981,0.830829600124877,-0.132727023168292,-0.969566278788684,1.101571089044,1.26647564127344,1.23331285651484,1.6155570935796,-1.13204475749763,0.100591988380405,0.0133940166183975,-0.033163810377211,0.943942303971615,-0.931620456570019,1.27026786605444,1.76561434518552,0.109848680016803 +-1.5823250887392,0.11055393642606,-0.702771623776352,0.152210032721289,-1.39846116621805,0.293544078705722,1.246059824557,0.0704063868295491,-0.887610838245758,0.0431194260103452,0.0237703610569905,0.459771074788383,0.909971977344259,0.146971769760132,-0.719920197186897,0.613187263319471,0.889348146580784,0.702169312442286,-1.67524168014651,-0.19085181988927,0.132547838050649 +-0.0639692665939107,-0.486629941792978,0.375886154360217,-0.345283883367533,-0.382565753783147,1.7956065008112,0.52402637665184,2.29656563666918,-1.5875113260346,0.561129248980943,-0.79971314374645,-2.19494971950614,0.723372471335511,0.00878074712378563,0.0571090313521804,-0.0217893121520638,-0.492546995472067,1.98214367005575,-1.30071246148867,-0.655448717040461,-0.0364301327138 +-0.947284232234391,1.19753212524764,0.865356181876486,-1.3690761805442,-1.19879946929822,1.39637087681442,-0.0112983749150672,0.0828132939146015,-0.054751907373096,-0.866033041766332,0.236539359616687,0.426731832251482,-0.539733290903262,-2.68290495218388,1.41109738475026,0.450557470575875,-0.881776746115872,-0.0493688799710554,0.300152525740165,0.627535099435,0.455612506103975 +5.59875226173916,1.51283242847154,-0.028432859818083,0.00701043853672493,0.758033067683545,0.797014561136829,1.48631807450915,-0.627977366236915,1.03544565190833,-0.0441425322944881,-1.07515799953599,-2.33401912390207,0.800040025990822,0.867448792858125,-0.646370424551855,-2.11505720704041,1.08507656106431,0.977104911208551,1.56591122413695,0.369144842561907,0.296840163510626 +0.471499532461546,-0.726766737097221,-0.40140704262003,0.715250969312862,-1.20008722942825,-1.15109663200183,0.713877844300092,0.658580056437402,-0.416025164405156,-0.151010961601608,-0.576900512943695,-1.2085095676768,0.162967074168666,0.558562915846765,2.06713311845995,0.409755103228797,-0.20374454578473,0.358736003915086,-0.0593537885868548,0.663363588163244,-0.0170646335664688 +3.09160947019225,-0.247861366334999,-0.310875221796177,-1.3546517556089,-0.0612732200027217,-0.921543637211011,-0.311157392223424,2.21501564351211,-0.126843709232379,-0.477929955307957,-0.698074021541793,1.08288043104118,-0.330027200145991,-0.595484579333614,2.03894278062276,0.967321245753266,0.824769212923572,0.488706593303024,-0.0719832120655219,-0.462889263562617,-0.00859407056418984 +-1.85903221766255,0.134429189269096,1.33804952445875,-1.45652032858503,-1.19508696082983,0.184568682315079,-2.02059048269002,-0.765216207834294,0.449343245894583,-0.511077193644481,-0.108146158564776,1.39820425775043,0.704847040247458,1.17830815452136,0.515645154220017,-0.164941142630558,-1.3526697206882,1.54482941390733,-1.38976679052586,-0.00222477605214706,0.779860163454792 +-4.57745040192848,1.08531786542511,-0.302249235496734,0.616729885236047,-0.97673481993834,-0.00546565181677491,-2.60370294101375,0.468242579276837,-1.81690883345483,2.12421366529934,-0.81211199631396,-1.78719041390731,-0.6027387210551,0.585923723688782,-0.151458726259414,-2.04257578239905,1.45192714762308,-2.39510965929875,1.15434885308776,0.377087055768492,0.374434238721581 +2.92504242349956,1.29614591705562,0.109841074061925,0.38841182818232,2.01967203330543,-0.189550858273515,-3.27798015361075,-0.299140556594176,0.124039319329355,0.765944785777991,-0.211883070751908,-0.217249388107269,0.452897209339836,0.402523956740565,-0.342865496651291,0.493709491168813,-0.220566793847133,1.95454478701006,0.920944864894599,0.551358217827125,-0.914309665160748 +-3.80848733499959,1.28762995567038,-0.196603236116577,1.51246832413581,-0.527442225854826,0.225545335521396,-0.976463974500654,-1.13750496301045,0.367251447801327,-0.386678068844866,-0.110941006054173,-0.64341051133063,0.0388093247105607,-1.052423940114,0.503701195275638,0.0727990676242802,0.699190594398904,-1.14827081552134,-0.526034297056286,-1.16833946712164,-0.286079982351186 +-7.16163580861461,-0.338703588245132,-1.49370835279973,1.79152322855011,-0.120302095392538,1.09566739043162,0.48735544770258,-0.610952066788642,0.767080409480609,-0.439360793507561,-0.394326551990252,-1.02460146435534,-0.842353524441332,-0.933725032369573,0.799745299019846,-1.44161285213795,-1.35929829796007,-1.64878274560006,-0.920755307982193,-0.0144932318237869,-0.424516335586505 +-0.6956569913615,0.604296542217034,-0.841243747749672,0.572158383148244,-1.24926718402257,0.147926089464644,-0.40464329557529,0.402734912614101,1.43549476121546,-0.969160117124429,-0.199408085937109,0.944906967663878,-0.7227111160872,1.01811818556714,-0.344309739842936,0.0851378978577926,0.760024840391334,-1.80803799816073,-0.973499083290344,0.491528577132528,-0.0567336108063716 +4.97339295930344,0.920767407255184,-1.65386336120933,0.35751823547621,0.558719720360575,0.334064638087161,2.20927637884187,0.183206132944385,-0.231379282410114,-0.81810964714003,0.928147356679122,-1.46006111665921,1.68821820798388,0.13424951756385,-0.581555992160393,1.91946900943547,-0.727405021844349,-0.177249055991244,-2.49969285767336,1.12737340489723,2.04214381860798 +4.63367630652798,1.64476374303366,-0.292642983581653,0.0307983381961365,1.29909424986789,-1.15693392973261,1.22761068979753,-1.84205011280597,0.0372545029922926,-0.332665555862828,0.844276860808086,2.2526917704331,0.208154748747186,1.14735585545376,-0.87356391133218,-0.0848031101352589,2.27025588729496,-1.73329329653152,-0.0670875504021469,1.33378623769702,-1.36191487664183 +4.63789688570466,-0.886251616805477,1.16748765854202,-0.566613753971583,0.0945676106501779,-1.05908358096575,-1.2994451366185,0.369521781299219,0.0166842096023144,0.389363795243797,-0.0770442585849948,0.768010911588275,-0.103815306305291,0.322257401963928,-0.348162809261939,-0.298975181700142,1.63456816079721,0.557160957428234,0.299894398155244,1.00751954198689,0.58516138670456 +-2.10669798289591,2.17250012907334,0.539007811957632,-0.955640895027937,0.574519026873318,-1.3544040548492,-0.636617803327411,0.528095202405767,-1.28939509614965,1.52431954506508,-0.781530156914995,0.203288606966589,0.752675708289387,-0.167547743505489,-1.37223984124716,-0.526117403002842,0.389164993651665,-1.52368443262659,-0.0491571069555267,-1.31406562029556,1.108965556672 +-0.421961081357492,0.714854301548273,-0.108524670413484,0.264107569536451,-0.850187734948215,-0.0374677222887932,-0.52310735659162,0.544134473308849,-0.701969565356558,-0.585267070505175,0.276346398606169,0.721392949732809,-1.15695555708212,-0.365063391878051,1.02029100315132,-0.00475458562654825,0.145842370108273,-0.403127017714447,1.65965865456155,-0.342843095395912,-1.14188270437873 +2.07177810495169,1.0374125711965,0.792645130939778,-0.716091955369903,1.08390949501055,1.33490280846985,-0.813577922950594,-1.99381823285524,0.594054340955536,-0.304360715081377,0.241407846400162,-0.545577783883291,1.35953129918222,0.802902187732617,1.47056000557167,1.09196421009354,-0.862205693958791,-0.296072439629269,-0.714073358846656,-2.48189330745469,0.437004532388682 +0.550313784349361,-1.07557163068991,-0.921837974453563,-0.978460531439326,-1.01816475437083,-0.515955821284067,-0.291961594861066,0.336352415564742,0.316218041673899,-0.03655893706187,-0.269634970075848,-0.622968030415706,0.136717532991009,1.87049114624253,0.639590861348551,0.578640706363086,-0.175600777128941,0.866717431020674,-0.25571496523397,-0.187148356825758,1.93728466129234 +-1.3608263309802,-0.474255269772743,-0.153679193025144,-0.180457578236148,-0.0345139698939832,0.145369260550781,0.0875505899931524,-0.175320648563859,2.29545068252634,-2.37260618709361,1.23285914496814,1.93393357500496,0.744818179437381,0.374027827457487,-0.295201184341436,-0.0283176823276715,-0.0807161806072474,0.383470603874426,-1.06971437781818,-1.33823895674686,-1.84612832457263 +-3.06843401433492,-0.0698125803393669,-1.71109157866911,-2.08032218713815,0.109008026768511,0.196095136167162,-1.59405058623136,-1.41322490407005,-0.281638055066097,0.114680337691597,0.375206851730499,-2.00020928237059,-0.897719070141551,2.18098463508824,-2.17879781571034,0.717709834872774,1.87616769287108,0.843951374592271,0.472483839195088,1.29662374219739,-1.46008934304629 +-0.525022992563033,-0.762523193795482,0.280264275545609,-0.0949739931051821,2.50274066093406,0.92712907896521,0.0989159798952982,-0.19148515180376,0.647816229797896,2.17101776550416,1.04321415012699,-1.77136268854777,-1.28907541816575,1.38850473438746,-1.6477715728925,0.602625644569891,0.729817872425077,-0.568416291010281,-1.02100079949935,-0.788022671506487,-0.980479594217844 +-6.99785777079831,-0.572609703531316,-1.77651738586067,-1.43715358851962,-1.1857370185836,0.929734674033607,-0.641234864992195,-1.05782920218344,0.280171412052047,-0.932315085879021,1.34592722154271,1.79983130306176,-1.1987316254696,-1.59811777138868,0.157753710404676,0.497764369882051,-1.3679535231035,1.2131627750014,-1.61146152677039,-0.872868849214605,-0.903665961630743 +-2.790081549919,-1.12769198859714,-0.273490048216192,0.427135583950763,-0.138052191617759,-1.32545050638316,0.204517490951888,0.00807996438080857,0.873147992195632,-0.151334109945433,0.662691920126894,0.025531163374852,-1.47426410381459,-0.572945239865778,-1.07931891022491,-1.82456247478311,1.06551172325407,-0.67382939098194,0.900909918637488,1.02905544849862,2.01854997251439 +2.67923280559171,0.122726540709163,0.970473861782154,1.48275386469117,1.28222155050143,0.551549025198884,0.080584562036924,0.685041996630291,0.634045487644976,0.709345168523199,2.04343702317656,-1.46042196996749,0.208265825914011,-0.155215707807969,0.017187041250937,-0.00535095613056256,0.870731959680539,-1.17847994560858,-0.668176464378218,-0.457905102964702,-1.19162606560834 +1.79627136017832,1.22878953420202,-1.26086084043226,-0.587682182737099,0.397304240226073,0.521174655217867,0.161185424281641,1.2517292179408,-0.665325269120778,0.899446791192371,-1.83185561795614,-0.050269592894342,1.06114395132708,-0.719917112845687,0.111235095860875,2.38165625577463,2.07993042152584,-1.3489611222755,-0.027154868848008,0.470822997304594,-0.803968135493322 +0.878477820666381,-0.587573018526151,0.421765584570519,-0.728912075824751,0.124466083997331,-0.914993423484705,-2.0123570587164,0.75417622640728,0.0447203703433761,2.13631372736818,-0.011074124328843,0.659730790102332,-0.975028042994696,1.65783893208263,0.131628596958308,-1.64698256224154,-0.684904055452381,-2.30701966920341,1.09888718637584,1.0783734650115,1.21353050828683 +-4.7152905769196,-1.83916811346666,0.131146937070485,-0.164657963435614,-2.09655309464462,-0.602605722402315,0.705490064261365,-0.372697666474346,-0.3699795309175,-0.105787408848627,1.74858548487806,-0.786413542784588,-0.0884545139888129,-1.56100882172402,0.819503029451413,-0.251870533457184,-1.40420179822529,0.151566559016183,0.0970748611536404,1.14897702019663,-0.833443867144822 +7.35845170932934,0.497826138658401,1.67977350757796,0.710671673424085,0.51028218249126,0.612506717566538,-0.0152225778109458,-0.514535704207808,0.631860081200921,0.707049845750372,0.279837690119827,-1.27518151931681,0.939768384657973,1.8413795809312,0.69028051096733,-0.0682219746027252,0.0639446149920118,0.0993172547498289,2.33347179244172,-1.35459452764761,-1.21943400034115 +3.09091417068413,0.506481649643376,0.601614280051192,0.395802086761297,-1.00813100670217,-0.385851260385341,0.377454746411074,0.622132592674648,1.94405935294101,0.353781847663132,0.0876254154810839,-1.6380347113348,1.10677861974682,-0.853725278087698,-1.24572890036453,-0.0104055757164361,0.843547984254237,2.44930443712073,-0.129625488450778,-0.336927661693325,-0.707586679245833 +4.54125828274919,0.5236044051708,1.05261385918535,0.859359489891912,2.88103457712854,-2.88998754152229,1.67768686607951,-1.18641176785347,0.807812671072422,0.532179437175508,0.131002177428468,-0.733167566045733,-0.316244976061011,1.28394800187278,-0.4082337344278,0.0722668768184418,-0.474684658253009,0.418296860106326,0.713523523628073,-0.333909520426356,1.13848837017193 +1.04142527582419,0.624949908399273,-0.538860044908449,-0.841265152453195,-1.32510352240346,-0.617538999959588,-0.681763295289171,-1.01098005094825,0.572620498230126,-0.988048998757275,-0.803896700025093,1.11982901519765,0.324536928859564,0.475248625312602,1.03722690953207,0.64739773450865,0.231545675641826,0.724368615751696,0.917004417329303,-1.38149346048158,-0.19106896286881 +-6.82274194759636,-2.98085477937824,-1.27421886788891,0.377480977506397,0.206621070512129,0.884493771536047,0.137998084735076,-1.03944276044245,-1.7426711854307,-2.07164279998041,0.533686326168081,-1.48754229394394,0.534225584541819,0.47718390980415,-0.50052976921323,0.969020542550043,-1.5312497781327,-0.8688994549723,0.762954357084908,0.810614347364906,1.60384015458134 +-0.193708428279336,1.88692671930828,-0.0429205994562472,-0.855466377176601,-0.922330457975048,-0.360798957827064,0.439436368811475,0.702983288778272,-0.539512308874875,-0.168490527623983,0.332846867019711,-0.598547055578991,-0.260797835182622,-0.689388455097437,0.269319099665675,0.20549979800319,-0.839341961453992,0.564575348601626,0.378101444741371,1.92062780106259,-0.793603463593777 +-3.72276170648934,0.459880260364276,-0.660352857640244,0.96617349034162,-0.278562723050547,-0.0838901329817856,1.08596672536841,-0.0592949536593215,-0.0245710501942155,0.0453162908385012,1.1046057097549,-1.26433367419464,-0.160797043030346,-0.992094260960377,-0.292484972332731,1.53539379907215,-0.77336472991868,-1.35671436375202,-0.953356490561747,-1.50674187219758,0.459050490568397 +-5.02926138314959,0.391427639599976,-0.919449015166494,-0.595425568545258,0.186313649594142,-0.428230754158856,1.1902568266278,-1.95951797638421,-0.910990109638659,1.62299390165385,-1.11126394537162,-1.09067739733988,0.444552253447699,0.832201122231896,0.0880791724286639,-1.33370859636009,-1.43479122594966,-0.157230966367376,-0.631442808276544,0.641961064350633,-0.14866882970953 +6.71362902699985,-1.1872535150137,2.18523157821551,0.467469524694012,-0.244830018726295,-0.212875204586779,-1.3737562424706,0.381469460083915,0.362340451812943,0.291508261718045,-1.66479927628049,0.844302397391355,2.61662431090282,0.442503333183667,0.0356735650397122,0.290293459257514,0.114767473606404,0.4612558695538,0.793784891641268,-0.166618503075386,2.40933357938463 +3.20424644379449,0.444323559173217,0.640275410700243,-0.431225774333215,-0.034219810829424,-0.97739234142228,0.259755420566881,-0.633150702416412,-0.562721271610159,-0.565531351769086,1.6621333263773,-0.508819978159618,-1.66022456402155,0.550427307374277,1.28794329911601,1.7301317351294,1.25079649811607,0.039485251522637,0.848206000526229,1.31671276544275,-0.582102570020244 +-0.771303379430327,-0.753943997566823,0.430147285049028,-0.81739800561732,0.57579784731855,1.48556877029088,0.411859394066988,0.287627813816385,1.68808641419098,0.604775186632562,-0.248249782545005,0.0969783350411589,0.947247023667002,0.664138606876566,-1.0912360330898,-0.0133138002925914,-1.4930086593057,1.01614010994726,-0.65418161308941,-1.58155231754692,-0.127047464930929 +4.51587483027811,0.211011423662399,0.226197787042444,1.68241883660282,0.915642355874129,0.630898623801589,-0.881945840909496,1.50739495650345,1.21832678400831,1.16116111830673,0.805656090155342,-1.23177861627302,1.36972628617474,0.210635526239621,-1.21565254096574,-0.868736610507705,0.103299850759232,-0.25167465637197,0.157921291846774,-0.389266758277224,0.861068668741778 +6.72911440253874,-0.136752079928056,1.03528773717584,-0.994935697298918,0.288501828461714,0.366767928459858,0.916436625260872,0.249756968090156,2.000951448909,0.864508610085632,1.63089751034506,-0.247494083412344,-1.43348185794922,0.243752761739941,-0.730375486029676,-0.601170919500211,0.52456229098676,0.286707484807301,1.50597703781227,-0.076619178459782,0.410573482067324 +10.4328919564609,0.0132439946545028,-0.297298681078415,-0.740759324874192,0.457262933873603,-1.04426710410716,0.516679843251964,-1.42643496212027,0.310727773939263,-0.141603053318455,0.793556120056718,1.74367185789954,1.54166860575043,0.615985129701032,-0.658553957430705,3.74722002268926,0.575359331789515,0.848048448391912,2.52212696184999,0.587311635014466,0.358953945963004 +5.77691416391639,0.680105587046662,-0.0782854704950353,1.850302715696,-0.31447785753701,0.425817625596008,-0.269867562246758,-0.499696445991984,-0.952825134082429,-1.06292633749179,0.609804834343219,1.2664071557161,-0.172139745272979,0.190379969240971,0.759828372926883,0.853833258381969,0.337769622899225,0.437821789007033,-0.854446400766594,0.483685426801205,0.131805306239791 +-3.06778081654983,-0.0557253665068746,-0.739044018081149,0.0063134524180002,-0.520811639913426,-1.96461799631488,-0.703482856378413,-0.255616159366015,1.22883451994599,0.684906240678448,-0.556263969357086,1.39568448212763,0.0324105737782572,0.26801581632874,-0.321475816637137,1.4908224857865,-0.0554028061132198,0.651937214777745,-0.876633544807902,-0.180870933789514,-2.70531970595976 +7.78705599714999,-0.499098018560668,0.664912164808967,1.71721464122152,0.227290556320095,2.37048865806318,-0.301085376669625,-0.78949576755175,-0.848666096510897,1.06096908318625,0.11999992601281,0.261443307834524,-0.497726168925019,-1.07080521889156,1.33484473790415,0.110250689967618,1.0573295880026,0.961014962825493,1.84227408318732,-0.720940905751202,-0.105617800421483 +-8.89443933965246,-0.826927163546657,-0.23335249612067,0.365513480492853,0.659022443496837,-0.989112274562835,-0.804133333262878,-0.0310596944534773,-0.9291789228789,-1.13410841623976,-1.61777361492593,-0.787876442636552,0.278915127342227,0.207405753971672,-0.969407070508389,0.242516448326105,-1.62075759009642,0.22085162129668,-1.36391782453272,1.27541660881211,-1.3242524746014 +-0.75481372357315,-0.289831986973819,-0.75742074172919,0.969457012051314,-1.89180271306415,0.509972974040294,1.15655398204688,-0.158595546447682,0.197346513588084,0.0134409466464163,0.613524403828346,-2.13746481867582,1.68412501728258,-0.281829194692843,1.32016847939861,0.344047261415653,0.757555860716443,0.386796488782663,-0.767851243106078,-0.56844096304671,-0.892647965659084 +-0.462657503337267,-0.492539303928673,0.318119077804069,0.682129590083383,1.17901680458238,0.18080313998955,-0.710339255560352,0.782871255583147,0.86696600941627,-1.47391879709916,-0.276769624940678,-0.186391301034992,-0.988693422009514,1.98982025527439,1.43740211670753,-1.92740502429252,0.9269143041786,-0.899814332953467,-0.909814795705783,-1.24372650185258,1.13422576135529 +-1.41380786546971,0.975110148653936,0.312676638769652,-0.95713896449309,-0.601287161837589,1.21774675928823,0.166527661768893,-2.17233123735909,0.0249602936596534,0.112489448063781,1.32855075034242,-1.10093658148437,0.125770455808271,-1.26672352746353,-0.0435004664732424,1.48243608944581,-0.76588872159053,-0.213390489478341,-0.548974759305159,-0.314178093966433,-1.04045117849847 +2.04888088717737,0.0979594208690554,1.92958424170173,0.116707065486659,1.23179263386775,-0.445479670949585,-0.32963929799424,-0.697824855563499,-0.296382748332156,-0.675393835936609,-1.48806470891294,-1.24281382456385,-0.354367640153746,2.12053846268776,0.954679615183785,0.0345450658423277,1.22895466877655,0.23340112249783,-0.196803360178631,0.17144451305098,-0.156847961413728 +3.57256994731828,-0.497160426252782,1.21116802644776,1.31148621978866,0.537837792250486,-1.44637809220868,-0.704236756655543,0.450782029434101,0.50055237694916,-0.231778057690144,-0.227752236773344,1.37421385809975,-0.175076627567464,-1.43502578850516,0.249524577235563,0.590474885905503,-0.297845910425844,0.00300823181368056,0.340008894688683,2.00072508914751,-0.0571889929394129 +5.97716411664264,0.423245237953249,-0.22823173641098,-0.177502173470431,-0.191983986229545,1.82619561174154,-0.368463824357867,0.00992295830636082,2.18150869897956,0.927914208435699,-0.171531885808907,0.406184618165351,1.00480054272703,-0.761236424044473,-1.65238281458965,-0.159037114504717,0.386143694522289,-0.456678222549467,0.360420788926734,0.880942926559239,0.965628922492517 +3.29714111519888,-0.519233144848389,0.840617395603255,0.109105820960396,-0.433825921090927,0.761740909301321,0.789261730070748,1.93009233880162,-0.353249531983952,0.88410013867818,0.836022214125166,-0.334098281596079,-0.407708986483838,-0.243236746653509,0.120722605117522,0.461740291530601,-0.186156306894975,-0.244827503185803,-0.0610320442131546,-0.901120308302121,-0.576658305743387 +6.55837381062256,1.91911143009573,-0.0181113610483537,-1.12589784485946,-0.465246428050669,-0.886503662965932,1.50890276304545,-1.24209729756562,1.60653047291595,1.3682588966075,1.19047648938152,1.95319514545549,0.671355470787724,-0.780301181142338,1.96059247580517,0.263405016788002,0.602460111888023,0.778698989542463,-1.9167242788637,-0.558185042979678,-0.222104431133412 +-0.258770102358218,-1.24473834900437,-0.525203905301292,0.0540527419072777,0.667631508467701,0.56474868657366,0.53802079833076,0.325535904542088,-1.25113291862996,1.1800688918018,0.654877887479245,0.00648131218685608,0.747503461855294,-0.0117620006539526,-1.58662311382335,-0.0233977893665264,-0.743712212097946,1.23660487320466,-0.11105374800417,-0.763842265206432,1.3171927929699 +-5.92057245252181,-0.160439995770294,0.378142498990971,-0.103787554493765,-1.4973032024571,-0.641709846308601,-0.805271823938738,1.32877259629216,0.0440646513260905,-0.149859359694254,-1.02537246865538,-0.0633299156375416,0.954156823217426,-0.742257393388513,-1.59187799058711,0.402995283889443,1.41326552617976,-0.0854490288347732,-1.03655937095942,-0.343794628310519,-0.941821924081309 +-3.11427381974067,1.02158087612774,-0.417903383503862,-0.339479965542418,0.253396914377368,1.08053768401144,-0.553418790883406,-0.0854167971168985,-0.0491375752749155,0.982649143857637,0.899662287756297,-1.25012062487696,-1.75425512576793,-1.07152520186605,0.465530295547716,-0.0882689570580922,1.09546736981421,0.460604206402648,-0.894062624500035,-1.43692007163279,-0.326067311745869 +-1.49832679707762,-0.632830864851566,-1.10735575727233,1.8708678781467,-0.532763872151812,-0.493427635190254,-1.11082833199513,-0.900846185791974,0.25795470585392,0.738931022865349,-0.930876141263456,0.0970072998295317,0.871365841790285,0.0756365511672475,1.09517082454182,-0.898458280651292,0.00916395360862839,-0.594015719830023,-0.27184728791395,0.209112958890167,0.430930420750771 +-0.389786009369552,-0.203434845430055,0.51144319044488,-1.79429169361268,0.800302758724631,-0.997504707584059,1.66836338432942,-0.04107160672277,-1.21156800447665,1.2957761644896,0.402095393428686,-0.225948680676053,0.347200751307469,-2.58775943119697,0.0116389142995039,0.0336308451384483,-0.99815629259526,0.39937606859569,-1.31597875073346,1.55448903736258,0.363835368986867 +7.51076756246718,0.411278203793493,1.4443434365775,0.0864455714351108,-0.878765813107838,0.82025087004148,0.598581627186108,-1.12793724085347,2.34036222176267,0.659281681575511,0.296315628526159,-1.32903949888757,1.59087579957121,-0.59920941322198,-0.0671812704780467,3.45960839717375,1.00988668760544,-0.420438008148454,1.08413114904965,-0.490488601933391,0.165676995824879 +2.33338915389843,-1.01458042114401,-0.646279295845295,-0.733223685935472,0.500648811541884,-0.551108423799172,-0.872100505647102,1.20533177150673,1.74925299497916,0.636215155712121,-1.00838671660576,0.451066128785861,1.02046105862714,-0.586133242189389,-1.04616807267357,1.50998367031224,-0.276532700452537,-0.768130276505993,-0.0555715436627525,0.945469288213326,0.439176591015683 +2.51162705480548,0.99828767052731,0.647030307884937,1.86152483098183,-3.37455107977948,1.13063739690803,-1.23071155962213,1.29717317678926,-0.525875971730923,-0.0638746365762464,-0.276233898156522,-1.3231154328126,2.36986878007076,-0.287253433441401,0.158504188851517,-0.206741289244756,0.144766822257395,-0.752913892615627,1.03390295624019,0.533069546551793,0.395993461678134 +-10.3902712148568,-1.63228990465595,0.918615528362116,0.637887731262675,-0.900984327405528,0.447131040793865,0.369801044213032,-1.68951587446704,-1.41489236122512,-1.45419319591145,-1.07472522158247,-0.904552362188614,2.37481090691571,-1.93500150772535,-0.528894403651538,0.405757788833796,0.492164653938646,-1.4605865242262,-0.0935622904622157,-1.4828922244913,-0.685899857686971 +7.13100246832245,-0.234161211897477,-0.417027784473859,0.457847197407722,0.384591613382371,1.16914122809457,0.46058879722282,-0.281215274403472,1.70174592286099,0.523527926056335,0.159633245239396,1.49402452190697,-0.618919576462529,2.15450231143422,-0.892748637912741,0.737197720988901,0.8611658075506,-1.70197588926786,-0.26911701654143,0.295051661640452,0.114841099664 +-3.69627245090181,-1.65510950148292,-1.03799554596124,-0.84223377086521,-0.406649903252585,-0.190106517076156,-0.0957259009282182,1.1787858592932,-0.025606648549022,-0.0873157503159542,-1.15138601089621,0.073639837770112,-0.273059447159668,1.06826326653596,-0.8703093120191,0.666726806625628,-0.223814366273333,1.52440465077146,-0.13922414547915,-0.337933965480763,-0.989346536175229 +1.21372401463837,-0.833470788453693,0.937951393778645,-0.675195314632532,0.596469191265321,-0.957667394143628,1.19456871163445,0.186458438660003,1.27949480110473,-0.234452679274996,1.91818562055491,0.928069674759674,-0.306873748436341,-0.955775781997101,-1.6499384055993,1.05409452569011,-0.0613649571188897,-0.184561920277428,-1.99550219428552,-0.885969656651648,1.02481803593844 +1.41002249820024,2.30888335087111,0.377091542808007,-0.146042273078498,1.44959703818046,-0.710909936075596,0.101960228436537,-0.325841668736691,-1.64714115147035,1.16771854137423,-1.57543715272497,-0.634141095825883,-0.873942163082236,-0.830259129572493,0.237837386668081,1.24143422759287,2.22409219072521,-1.62446989993327,-0.0662272060952968,1.23519906216714,-1.3032929125022 +1.56673409959725,-0.263555628832857,-0.25193691317126,1.06002590132235,-1.19127198386499,-0.541825554331629,-0.788825385167144,1.29838436570273,-0.674665781053583,0.184807598103627,-0.0428001665474563,1.20498444066247,0.990621860704761,-1.20314523052017,0.497720347873029,-0.00489663501218488,2.07520909020242,-1.63033777542174,0.992906870675738,0.804323679410317,-0.0847485947560777 +3.42617754759069,1.99710850259121,1.7961911860727,0.489600626295136,-0.921214793899508,-1.98624046829804,-0.901723284980681,0.671086970744542,3.18639419441413,0.6160599218384,0.95350761157554,-0.187762696170842,-0.961335416126583,-0.0478703659451691,-0.261908412327929,-0.892210594003286,0.572886444398287,0.231896875702389,-0.562641100906604,1.47393299441026,-2.36042344005983 +-7.97887265043979,-0.242841971658977,0.117445011899902,-0.459687791329366,-1.67587751120422,-0.440329755979987,-0.911642406831549,-0.376562250988078,-0.680218117222288,0.825838428362078,-1.75962067809523,0.47695747766763,0.286088505247791,-1.71500738016912,-1.2293176982073,0.886544959803565,0.203294647042196,-1.56199803411482,1.43242544628281,-1.39496588341408,-0.249621095514939 +-3.68268210071069,-0.554739546378118,0.951914972903084,-0.670238117123001,-0.0925201201316756,-0.0966060324232041,-2.72915149917091,0.617680247538109,0.886426828028072,-0.186845192362133,-1.46303086270893,0.923629111284239,0.224379272085429,0.556410240653296,0.134708820659546,-0.995995423627427,-0.158573468630722,-0.632015030484468,-0.927003031225601,0.351777038748734,0.693015673860479 +1.11313482040856,-0.52947657549752,-0.423722649675002,0.705153497165734,2.60451703159169,0.187522721280863,0.79886319460913,0.939304074592251,0.31227824194538,-0.117681718252744,-0.706319567725254,0.654921387664835,-1.4025704454567,1.17646403744636,-1.12293990716321,-1.28914153697166,-2.1042585894559,-0.154564241230862,1.50077615811593,0.294668420972936,-0.675965013201804 +-5.54716534435675,0.704735648559801,-2.67608352977341,0.705542228836229,-0.46407527217944,-0.394222894203709,-0.109000686028859,-1.62880096723135,-0.0638526333530333,-1.77940356321149,-0.778690720930702,-0.0390939883064844,0.933308842598702,0.688726360123164,1.78375334618724,-0.0654859443741794,-1.06447093826941,-1.36655708439121,-1.27837547401508,2.64345130222546,0.145997846119413 +1.02469438594801,-0.938885792890617,0.813369580610122,-0.656390245366461,-1.15028382117569,0.0698942657455853,0.0274367472922351,0.530250625946029,-1.19700484109946,-0.273730445690505,-0.548548608042618,-0.109125724741609,0.973843219517137,1.26783254662264,0.264247003474091,1.18161004573024,-0.337137374595723,0.0677237931895774,0.64309573843941,0.784980008053908,-0.732868760513996 +0.0120774469570515,0.875266133569224,-0.490311084328603,0.101710455402978,-0.830172316947911,-0.487952268715006,0.521399812369854,-0.0696213965004418,-1.03611650349254,1.49606488871178,-0.395175158205571,0.0992199411302696,-0.353873559619538,1.81342213494886,-1.83138688739923,-1.47489140098366,0.142401401654322,0.251584634545663,0.39136196210483,1.91762947202991,1.30172031191191 +-3.99654938397716,-0.744367045365983,-0.882038445011719,-0.9259364704168,1.10705860871088,1.31529596594641,1.54695871505486,-0.138770686181193,0.540937381660406,0.152314644884375,-2.17172681411115,-0.904668327286397,-1.90939726725573,-0.0644179726001874,-1.77029220227065,1.05938420646988,1.87828071868967,-1.04806034770477,-1.47854343399627,0.818688737277826,-1.68899262592886 +-1.6992817689995,1.72907281236682,-1.34697295057506,0.37188492712606,-0.649360083725739,1.45608482938957,-1.02359036316091,-1.20900796673367,-0.115165024316233,-0.0468818443002279,0.482392826243465,1.04908415142217,-0.69061408086696,-1.14961167116982,-0.92149551742419,0.41352934427359,1.69364530401325,-1.1758978213267,0.0334335520827142,-0.6444777874737,0.346948636726833 +1.15197882229904,-0.814992277673091,0.522503908051668,2.20166525263108,-0.873528671428044,-0.891624052360306,-1.64534933217703,-0.802437620977623,1.8733028424269,-1.07650565126703,-0.690086285654836,-0.9395392215878,0.431832426033988,0.172841967096135,0.884991529387921,1.5336234500842,2.00626646674404,-0.00655074347589314,0.549234385122244,0.247912788345367,-0.684254686575305 +-1.53909445396676,-1.6902329841028,1.00391961990922,0.00324218636575097,0.374795611201771,-0.724174165901022,-0.252388191333662,0.164706758570349,-2.38390608321932,-0.233649875899616,0.514313945903555,-0.149050941649757,1.13249730659463,-0.235752780894668,0.689053429706788,0.92398749736557,-1.13251971380967,-0.612461722703964,0.159670189412463,0.912666288430618,0.215509578979166 +1.24413153261372,1.4909444628374,0.758888937657008,-1.17573879028541,0.0312263225237495,0.366155396706572,0.620460818499468,-0.132145070442125,2.04275695284698,-0.236570234292824,0.802562740881708,1.49821980316159,1.38101549126804,-0.141276691555059,1.3526969336597,-3.61512246620774,-1.70878392082846,-0.247025703394653,-1.14155904834333,1.06910593560124,0.236179004787816 +-2.3752011369793,0.703633074954809,0.477718710581304,-0.142316188301768,-0.773968752077319,0.305110780596847,0.823443104525953,0.103713822587586,0.205130841932503,-2.54362963585524,-0.305916789310111,1.16996617228335,0.936709045040012,-0.076708339214467,0.0367381874369386,-1.28938817197433,-0.495563467433123,0.327484739280465,0.459265041002808,-1.60923836874528,-0.340925032704651 +-1.83712832169959,-0.962693580057455,-0.466730208179082,-0.581085262342228,0.415099409195554,-0.175048634020913,-0.0354918960021387,-0.0520638605414188,0.508119695265013,1.09754767756837,-0.390254971295848,1.08188807845054,-0.0231376114464532,-0.510281091507269,0.496825030679102,-1.37030100648113,0.3224821989336,-0.799874242103069,-0.0565156421296049,1.04987163325559,-0.838675710407492 +-8.43109248073661,-1.19753699209426,1.18652417846091,-0.211982238467236,-1.55518807897285,0.763527183237584,-1.17229157423792,-0.0361157562449303,1.16733869057262,1.330142111154,-0.313173117227853,0.967657811048662,-0.132240321059531,0.485275264691771,0.35828096390011,-0.456327169801101,-2.01135373175513,-1.49360146379734,-1.60751954691903,-0.652438253882975,-2.51704959784208 +-2.08608801955135,-0.00087742278126087,-0.561966721100338,-0.311589757024866,0.126533471012295,0.609716487704115,0.449213110471049,-0.284511527440171,-1.90132515603724,0.397875684213295,-1.47492252504308,-0.576757267612864,-0.0435942109917363,-0.292362674069594,1.79736606545718,0.151862031580363,-0.00741525503642792,1.51691037592731,0.18400491309668,-0.871307490106451,0.622780539005851 +-6.2405428576658,0.70100820351679,0.559418100150275,-0.036618812998555,-0.258148473370822,-0.855192533579885,0.33248589737232,-0.940742497087444,0.0531751927176998,1.315305039146,-0.131345296012507,-0.165736218715162,0.560056185636477,-1.26683477299833,-0.460381469375112,-1.14255019003742,0.594818428995326,-1.8344334436616,-0.618614939363938,-1.58252557113326,-0.518177147748599 +-0.443759389430809,-0.247341223656038,0.114499919323831,1.24299702573133,1.26573827764788,0.577569837455746,-1.65735362333983,0.437673314370774,0.918420720677037,0.846641773095405,-0.108257307900461,1.29279814282611,-0.161919363312026,1.50338235958239,-2.87111315819483,-1.34148169317686,-1.69126980442572,0.561341907344091,2.12662750074327,-1.19143476471499,-0.896774662889251 +-3.89212232916011,-0.00627671028705999,0.349846764191119,1.21391879175721,-0.35509246848755,-0.456000814317529,-0.530892128791655,-1.6613435662739,-0.53288728896718,0.0119299004558068,-0.685828095621575,-0.345327947570439,0.634349652270281,-0.42590560661311,1.33350934468257,-0.25317643391513,-0.6408566488782,0.0874423683026237,-0.255523964116432,-0.0518075801532572,-1.22097662989157 +-3.85345379381439,0.144663709532657,-1.21915882049829,0.317730836409779,-2.48022303081649,1.22548173934626,2.32096160596006,1.59946500448318,0.453635450505682,-0.398920081608718,-0.551272142974669,-1.39185148456885,-0.268929992827363,-0.553809567103696,0.283339355869493,-0.845764439476831,-1.09246310573293,0.701711494844114,-2.29823788905577,0.838910360587724,-0.492231112498215 +-1.27518468941998,0.532446118204135,0.33262976463278,0.761347419021246,-0.684300070078046,-2.71656731723483,0.281010550279525,1.30503578596718,0.863733346008651,-0.302623895061069,-1.54720859870335,1.22947846688132,-1.22097927190249,-0.280318127760866,0.798068337951155,-0.0220625079597221,-0.859864099298695,-0.0665953892726642,2.49862673551908,-1.25083334313843,-1.26507874835654 +-2.30113656720958,-1.17603585159241,-0.32780177645505,0.669714985545435,-1.33698288901966,-0.996998474632976,-1.23049267929113,0.608748137522777,0.745620257096168,-0.150548973790484,1.93444020101545,0.845085866864232,-0.475623577933339,0.681720002556795,-0.367662028356942,-0.687246154299874,-1.62341582892984,-1.05889247820824,-0.183235680608869,-0.358893243578762,0.995513409004417 +-6.39764706795209,2.48365406783546,0.527789901679229,-0.347804993727519,2.75665788585852,0.239561296094876,-0.894923042304097,0.986659244741971,-0.969496386056745,-0.61889037570603,-1.99354122444325,-2.04560955556081,-1.73318695489081,0.901496220323526,-0.264406416111229,-1.9954553635732,0.20391233279907,-2.01777057446429,-0.0494197643446319,-0.794759678043211,0.0254602832148333 +-5.97547520097794,-1.33166906271364,1.11237988289394,-0.400069510057045,-0.0620037253714048,-1.59556397059329,1.41394023354376,0.457150240919749,-0.251589684457968,-0.113668820530181,-2.9930792928566,-0.539099416144592,-0.103184270211768,0.0733381973520936,-1.56004936207441,0.426912872035917,0.533295154872394,1.07962846266224,-1.21809336879269,-0.660144425923254,-0.460162319005383 +-2.41097177556372,-1.36076832950042,-0.493471128305632,0.763845679338333,0.155477604424063,-0.914781663090319,-0.400027659128915,0.778389785881188,0.166564026797662,-0.0446921690481158,1.10278649119321,-1.31028026434881,1.44406224318497,0.606960291260923,-2.20476791083553,-1.12732119554049,1.83841203686344,1.01163376895148,-1.06943699575522,-1.31339832410499,-1.01746545625789 +10.103448383041,-0.235092456332526,0.644119383595946,-0.116860985895592,0.258124290856161,1.34039235805744,1.98872733555069,0.925368367492132,0.220150970876665,-0.230660539317288,0.792875002359642,1.35601029137274,0.459959821045208,-0.885607748148775,0.354432243902068,1.33159796574272,0.930942301294717,-1.23245551405299,1.93645655398885,0.896507019799684,0.798082586071042 +-1.06733594291308,-0.0895549823928592,-0.574898756840574,-0.612182132698342,0.537746864795106,0.218804865116858,0.577695225648258,0.621176233782022,-1.76976378941347,0.0722143627328726,1.02976921371819,1.08224097878986,0.925378473040815,-1.43649638748466,0.21921434594795,0.246052317496927,-1.12862659129491,-1.6988524345037,0.147350208560616,0.216769856918086,-0.238355390850067 +3.07638192777157,0.200828737729833,0.00771094888868792,-0.393182926009979,0.311716124494932,-1.50823815649929,-0.0563440559334281,0.782202124263816,-0.699095452362952,-0.485393905992844,-0.500248483028548,1.81313302395045,2.34411512198491,0.976317174701283,-1.09129736976362,1.20175301767938,-0.229458737583569,1.38672575622256,0.454774742865452,-0.210744047576842,0.520540275118123 +1.50363290166501,-0.265365341873434,0.129292413351798,0.315797372836909,0.622336151656156,1.84760716205047,-1.96737586025012,0.989779022116802,-0.78162943457277,1.01249972855614,-1.81024085171547,-0.274901147294297,0.852301676039532,0.0265673013635594,-1.03934503282573,0.322927429288684,-0.271634002966174,-0.354627052473912,0.467850021015239,0.420671495252834,0.00520000457771633 +-2.68217264758797,-0.110013783091227,1.043305214867,-0.165589336084004,-0.941836121643955,0.94737529489326,-0.0966928253098046,0.210672499757784,0.037003755827935,-2.53499544914015,-1.22353220829905,0.0960655989065132,1.10704564891734,-0.435223391021463,1.19654536810234,-0.353533882950085,-0.612293087360311,-0.47912099252595,0.200343090896792,-0.112657478605958,-0.691005189193425 +-5.13327561206743,-0.213782822034777,0.705790499231181,0.331412570935706,0.725036530490845,-1.56070595612647,0.404510033622954,-0.803137363888749,-0.798856803467887,-1.58590315430354,1.8654190452724,-1.41078357586873,-1.29395808934837,0.186116869239945,0.231921089086014,0.417561284585375,-1.04592716019324,1.00209031474003,0.0898859249875476,-2.11098996090187,-0.801510477840175 +-3.05986200801842,0.755948255241542,-0.810465125856486,0.413242232489897,0.418874014843813,-0.240015780812959,0.229211940000566,0.518354969013987,-0.605863341526312,-0.643758627430628,-1.46430861923939,-0.582462782751307,-1.23834991510664,0.251854752403164,0.334673633136767,0.950731035171731,0.616104889794286,-1.7976030211174,0.450246893943634,0.768651579737214,-0.461662112767602 +-0.659675805932604,-0.155226372071595,0.0495612922710824,1.65524595029183,0.603729513822926,-0.19931047256497,-0.33495626682915,-0.306255251634798,0.47376394209372,-1.17352146432768,0.592743392861331,0.480714780066343,-1.09246520888456,-0.0301884459511656,0.119404251914316,-1.21192180737749,-0.541291514106374,-0.673453248836906,0.576882210173778,-1.69135848190461,2.22473436663952 +-2.65883373866213,-0.253006698924227,-1.43329844870587,-1.61896288301505,0.777538781612161,0.417060080736472,1.11927529261875,-0.409628760198494,-1.01731414496358,0.0099862216243868,0.593703298109756,1.39018748703436,-0.277652241359362,0.226703499042209,1.11782042117039,-0.939552591187019,-0.444291755746445,0.041081560231737,-1.30288601517676,0.726887833763485,-0.938428518053778 +-2.87160135059343,-1.65130354378339,-0.366188928582747,0.620111360241449,-0.407683960578679,0.732551064616681,-0.739504487882081,0.533861569702761,-2.11252617339703,0.319270120507121,-1.55116463323546,1.41925607315552,-0.440243248147378,0.615203411124525,0.648989095343139,-0.848454006205512,-0.631175177566571,0.795477907461963,-0.332370312206468,0.979251146102899,-0.49785273898565 +-0.308272626345735,-1.7595266794624,0.140392699225585,0.450707871194716,0.169130731924143,2.57891622594925,-1.87648790597877,0.522523322433246,-0.466349792127725,0.350960053138375,-1.20761711344397,0.272598739654007,0.445274961449415,-0.34908564462578,-0.133402922110967,0.356836051361209,-1.38553700478667,-0.612544499342038,0.473391578397658,-0.0861438732453136,0.778723107228256 +-16.4937959202668,-0.392785997404055,-0.545419692127589,0.235279592267181,-0.81856444033201,-1.53156529338533,-0.678877114882268,-0.264404771483565,-1.26604797574713,-2.21456130755177,0.0346060454242849,-1.69185682556113,-0.858236326226238,-2.68768522601657,0.485412979861473,-0.0939395478187411,-0.192290332727812,-0.87120079302367,0.952991192436292,-1.45809396184029,0.119638212777955 +0.716162020917839,-0.936514737913993,1.17931710487164,-1.28016782289109,2.52192812355828,-0.193936588459182,-0.462063683345537,-0.133804372244944,-0.316669415634002,1.10963439134265,0.422993917550733,0.0920901437385171,-0.124174631134535,-0.744774964614716,0.380939000422751,1.04847847861022,0.732310752044641,-1.19929153248197,-0.491927163001927,0.278836052316359,-0.486340720023804 +3.19226709723389,-1.76524039239768,-0.392576369083677,1.8308150390139,0.509009970265432,-0.00342167716769515,-0.408510432228962,-0.397075309417297,2.26871529080755,-0.0179736509679586,-0.188764998352354,-0.960702243735734,-0.50705968133928,1.26954857501008,1.84110355353857,-0.0014106299378863,-0.647673532144481,-0.759859411080841,-0.991698569514881,1.11219523036139,0.597368605634267 +-5.79064331087698,-1.75931144884997,-2.11637060806445,0.772120806975792,0.142062085056935,-0.60215819041386,-3.12014541255354,-1.70803964061039,0.403079353450395,1.59648146582769,-1.73445220590167,-1.55294587377529,0.95649788798003,0.0604251866075025,0.5582471649219,-0.482085085136055,1.52336696635924,0.794875870633199,-0.296160631513651,0.870303707211131,0.494799894820541 +10.5468605239153,0.722482194517329,-0.272071308507575,-0.76841268318723,1.74899209709083,0.983201194206602,-0.430062425391055,1.15713191496018,-0.023365672911694,-0.401705770885289,1.84366841292437,-1.47920728543046,-0.371719704691573,2.01427157617246,0.808333537673235,-0.000748130492138902,-0.426105340113119,0.562043161096733,2.45190969838925,1.17642465138201,0.157872791478905 +3.26708791561303,0.105902985199033,0.486983766834652,0.0500539989475185,0.532804234794219,0.720960441391346,2.16219707671386,-0.957668578673097,-0.0232672902522451,1.06241597496988,-0.116765133333798,0.742568811141313,-0.0252141605684638,-0.895448218516746,-0.760600039201048,-0.369161275927046,-0.0836685565905755,-0.246564287606148,0.599481148316421,-0.244738478002117,1.31226510534836 +6.58804379261949,0.390137002841739,-0.916357907389771,1.51047247847178,1.10695690450668,-0.445307637844874,0.700758208523282,1.94448749766649,2.04610158503201,-0.739154851689686,-0.870071044088315,0.27417388863666,-0.352854885053606,1.35812948396201,-0.367313492426282,1.12930751840546,0.95727297785482,-1.43112051052903,0.622435555297794,0.923981549780648,1.05811606751687 +-9.91816028601756,-1.64396343819755,0.0807239201292936,-0.914731222367152,-0.767759021572483,-0.0320249718838998,1.03588313204058,-1.48971904157306,1.35307625845606,0.49074899655698,-0.821635034782813,0.0583163739513272,-0.806196998488805,-1.21423069258667,-1.54436545608725,0.0438711654266986,0.681172273718318,0.338024210179661,-0.347341440457648,-3.0935087949586,-0.816960143959462 +0.157139555543066,-0.65481462110254,0.902773993167692,-0.37334251566177,-0.455581801649576,-0.342098893002371,-1.87534487069266,-0.740875923110482,0.593440336957643,-0.200633563366197,0.27502879005496,0.27916264593831,-0.77356102714941,-1.63443197388759,-0.334267230148307,0.0850920282280321,1.97187950184962,0.498966284524491,-0.681555774298585,1.99746853633709,0.933700344258734 +0.13057914891441,-0.0891427482546044,-1.08505216780616,-0.808124174720621,1.25330368372625,-1.64991939434274,1.90704719608077,0.918972247757046,0.203848365289476,1.5684025111738,0.71759193498378,0.911879048120538,-2.18520300532031,0.355381321188883,-0.431217759406103,-1.01367152492098,-0.246974873009913,0.170994515474875,-0.791152339310586,-0.0406124511785817,-0.474594214116563 +0.91686795482495,-0.689411466799491,0.712269361658219,-0.440725009980622,0.743409397879595,0.67292836890898,-0.384491700466849,1.69953290968728,-0.433394187425708,-0.101956442387672,0.922460195245757,-0.854773177308466,0.07680145537848,1.09399861233122,-0.164228167372182,0.199925352985594,-0.637974216905133,-1.26353090412244,0.344140378453275,-0.652824294565387,0.397222363436021 +-7.04538380561417,0.142398384504201,-0.529710415770841,0.00830787561166483,-0.762321968716446,0.599913675200355,-0.903200023153538,-0.949378791241108,-0.179054172432401,1.15947004640465,-0.665301705868588,-0.862324801634551,-1.98862708586233,-0.614878662392763,-0.717550985599336,0.699821006672417,0.743699691552794,0.484470230508367,-0.41711948775152,-0.768619049179133,0.0986211776368693 +-2.25207321296995,-0.536689121341316,-0.855603823813161,0.699967909232212,-0.615196338754548,0.47742802922227,-0.624488666239411,-0.705149827547991,-0.651283639637266,0.315232231824847,1.4404157087006,-0.26322152560155,1.2813929462813,0.208248110132997,-0.374973642292367,-0.198656199877353,-1.61631272859055,-0.850590449704407,-0.102259511559679,-0.543276944949471,0.13359234861185 +1.15496835106957,1.41958899878053,-1.82032332434798,1.99951283516437,0.740985522241543,0.169005832474129,0.210896855730346,-0.799905521429296,-1.41607011543916,-0.912831774759155,-1.34371243444004,-0.910167738058859,0.855592835906922,0.716170561316241,2.59739727871666,-1.28437824800685,2.35028689382728,-0.148706014107993,-0.856662317942909,0.445854980257289,-0.883221452717017 +-3.25175847667405,0.525737567405204,1.31866420685163,1.06644503131165,0.0161886017547706,-0.825152762541188,-0.799215772861299,-1.16278796292834,-0.907794344791521,-0.337085044697308,0.41776898925692,0.81813853407232,-2.47940750787582,-0.425554665166862,-0.132164263041549,-0.609658589321631,0.344078081420108,-0.092136525496641,0.162361236753679,0.865179782969997,-0.247862286285066 +-0.291016583865102,-0.360002448360396,0.474162279154413,1.48666180882465,1.28234722990375,-3.21667801608561,-1.50836380688732,0.480397820470259,1.47412535846785,1.33045179972285,1.91663930188955,0.0979725624340297,-0.0680571298146864,-0.16035057683064,-0.346639689448573,-0.573163850030894,-1.34074659969065,-1.20950945260478,2.00065101428332,-1.32776547817831,-2.15594358913175 +-3.58003358394908,0.42555486490149,-0.349183518000472,-0.670958287734367,-0.12351711312114,-0.955369895241203,-0.0468119132565319,0.542328016056274,-0.643458135215123,-0.186355818483932,1.11097624288744,-0.261140082258919,-0.756706360650913,-0.149791419481838,-1.88755807391417,0.158455895711848,1.01212755461161,-0.497793311129668,-0.162976267841629,-0.239959843112156,0.393468936779588 +-1.93153142355707,-0.411289830351588,2.08910737995865,-0.771836802106105,-0.81596216137085,-0.100989863266715,1.20124633113565,0.790477358437298,0.0850982218561638,0.717798255610273,0.0629376472224862,-1.98031489024574,0.276487378512901,-0.157973102263515,-0.274502157434601,-0.893710074478157,0.998030528754047,-1.46844960233857,0.786485848584306,-0.153576778494942,-0.917004307481532 +1.05182326761422,1.07092478679444,0.299465980822352,-1.5800967465207,0.294705424880434,-1.02740706701523,0.348921339976994,-0.108785664314838,-0.0915715080031803,-0.0142850199027213,1.63338729763688,-0.30722612294718,-0.582921626658276,0.927195273025833,-0.0655558061187087,0.311342038513658,0.792674486640199,-0.704226729390158,-0.932318567654014,-0.223381761514457,0.409350983251633 +8.79899986658198,1.04682217393927,0.944871485957918,1.15475689417374,0.674196357734614,1.41391894884267,0.923282162274199,1.55146495984569,-0.33013922306349,-0.0300582714048617,1.83244647171257,0.157424398686402,-1.05514039051745,-0.64564700414843,-0.895926962129011,-0.686463525288903,0.386823870645384,0.20351346152656,1.4174541892104,1.72154755072881,-0.567558361116497 +-3.80463208274181,-0.360574316378937,1.2531105002526,0.277266965887284,-1.25331000324105,-0.289557093191688,-0.107864132299217,-0.566458560824338,1.57595885111898,0.209583089349108,0.365546799036742,-0.855145582850613,-0.301381849821994,-0.820218105876604,-1.06081491450796,-0.429538290292448,-0.971191303211746,0.857252886112592,-0.134474664576263,1.05255822162323,-0.928019495401827 +-1.90228018864961,-0.246120555230647,-1.03785742271128,2.24028529323321,-0.0783889821454947,0.0973102894818641,-1.20828668075616,-0.577096564012337,-1.06732951105355,0.926753906006811,-0.898351895418721,-0.091921094403029,0.8708623063946,0.860487657871337,-1.15263570782208,0.490328665626088,1.2917275345187,-0.128261825508951,0.504487059087668,-1.33290478126078,-0.907838682225132 +-1.49862056420908,2.6328439945096,0.321358553764002,1.147920948271,-1.5940495956943,0.63633928514523,0.938688716023896,-1.5025770010488,-0.430865362566637,-0.3708439088942,0.615997079990938,-0.105502895505776,-0.220087300197962,0.485914927887262,-1.37128264008642,-0.0807541682993792,-1.30393866506453,-0.0178876908506058,-1.70027757922193,0.791908668652127,-0.474448745217672 +-3.94944459413818,0.0828732141075895,-0.156646536728179,0.324121090695425,-1.82617430137466,1.40159232986444,-0.958412645981413,-0.69865415391072,0.695179728238031,0.563839272559652,1.13147311176108,-0.895922788360057,-0.908248234924951,-0.447389670198993,-1.20161131470336,-0.226332189870883,-0.524982442597378,-0.178063503524622,0.247169280459511,0.00859421990549017,0.325463878046268 +-6.8864397181652,-0.993746582650212,-0.305612530750928,-0.264618835382797,-0.523570705077566,0.831031872280487,-1.65188965339289,-0.709637577286056,-0.138635784210913,-0.73071838185631,-1.62775832640394,-0.121222044133778,-1.25870294289841,0.754513601519812,-0.378151279124188,1.8872916243629,0.496368644214899,0.805491006343669,-0.754983235571173,0.468423518819782,-0.859554091673539 +-1.6659434708249,0.343609190234358,-1.80241879709299,0.098165271674942,0.53981083593982,-3.1407671975541,1.82275858515039,-0.0129885488130426,0.280441387738961,-1.65464874759807,1.92530539371837,0.400440604559542,0.109000388757486,-0.999458510303733,0.631434640878893,0.41335532761527,1.55494641513243,-1.42069504169618,1.32848132421234,-1.50013029662845,-0.208679278000733 +1.18335242588887,0.0499225873577813,0.28592391850316,0.567897877724094,0.819524700345483,0.301109980394246,0.765992677725068,0.709701895207896,-0.929456627408803,-0.216054099302095,-1.02631491648814,-0.42825000121324,1.16497305521646,0.827297248811952,-2.07786582734885,1.81542348473911,-1.41659941790194,-0.545913207387642,1.30105679372942,-0.80327467865145,-0.0598343348099151 +0.568686101965848,-2.50731561817335,-1.56151973673598,1.01305922394136,1.30530605480077,0.19100328120387,0.393831142584365,0.0068298046830157,1.15298556330402,0.434126491294136,1.04027998239279,0.602948515582498,0.255619328042602,-1.05778504989238,-0.152605473735009,1.52497313132534,0.396775543763424,-1.52005765709299,-0.713207380586726,0.590085878755449,-0.182497532128131 +7.43960019555169,0.328457976464766,0.549780078049602,-0.0720662735776388,-0.996875977804821,-0.390469974430477,1.64902519288106,-1.91672582434867,0.800041219562495,0.679855140787907,2.20339926561121,0.063939772852621,0.134290792162974,-0.442449455328188,-0.578026478993104,-1.2698721369588,0.483343860548738,2.88213209121149,0.306012186335511,1.23527216702015,1.59601937927525 +-2.08683909084984,1.11641612227678,-0.774685726062757,-2.0718830070056,-0.0557391444619756,-0.242897491285817,0.440561800005372,0.687431509897694,0.767354832973569,-1.08953754386125,-1.16091082546061,1.29412034748716,-0.878348684699117,-1.07276161419758,-0.326988044636118,1.52111965663016,-0.321628643585289,0.66257678103482,-1.54019906869785,0.227795630704822,1.24547042844904 +3.19349388122858,-0.396691956402495,-1.80457417016733,2.59944551681425,-1.19611203042708,0.125993143530197,0.334700199376579,0.2108188751198,1.07339557521357,1.13843590016635,0.0100250063257234,-0.796548179593594,-0.42389711101587,-0.277721501244644,2.12789316610761,1.53408823736103,-0.0325988435537994,-0.553008283466305,-0.931966279682773,1.06029758030614,-0.420761437043186 +-0.888668721848305,1.25696669721802,-0.22202653148843,1.34976295031012,0.839871074373995,-0.0377871744078236,0.229225231841907,0.101061850022578,-2.28846633926296,-0.0210307931710867,0.872748792345855,-0.322760486335476,0.347375612869117,-2.00878161956721,-0.579579973569978,0.746296355614214,1.33890890834887,-1.6705390325607,1.16053289450678,-1.04966848344072,-0.217524481194283 +-6.00574677477809,0.126520262496221,-0.530237375432571,1.21993995857672,-0.613739957427302,-1.17579079685363,-0.768767078336359,0.617865118212898,-0.787525460694739,-0.912605792532983,-0.517073806590654,-1.20475797863352,-1.36158982723366,-0.754967214000988,1.23678386331727,-0.310798942711535,-0.133654351809647,0.194326014626138,-2.0025023344514,0.129786079740877,0.831170792867678 +3.01149995138592,1.08006176698795,0.189575215149567,-0.848532372045891,-0.838125876074552,0.816618037848178,-0.0384741559049301,-0.786924801378951,0.143607204301735,-0.370229847336339,-0.256199229733837,0.90601768466851,0.199699601303636,0.607643390565138,-0.18734635642425,0.928054450738246,-0.151581362437196,-0.800933389074469,1.83980126259671,0.503897464265255,0.415988525575176 +7.69120754128931,-0.0332131158711749,2.40435437624125,-0.188055192527712,0.00140380915980191,0.537166066351729,1.40839228689248,0.204324663717697,1.83832086274045,-0.555880705392857,-0.148056031167549,-1.12116354174141,-0.866395511164004,-0.0193563550582917,0.203431041864646,1.66227746688404,2.79065390559005,1.40628235234108,-0.978999374716824,0.0150404983586636,-0.432444422910129 +1.8963830287163,0.0955011950514356,1.92855445747941,-0.647436979775686,-0.860897387850482,-1.18405711787379,-0.275097224918525,0.188451474819135,0.211100024966684,0.217856592979435,0.337967071791277,0.0519686006494542,0.574843689457807,-0.840356187479998,-0.871274039663377,1.1943442582171,1.00071022764181,0.413507013052875,1.29478753246577,-0.185238692604144,0.0567014640614634 +-3.50475420947926,-0.5102972723026,-2.20870371758948,1.29443300493307,-0.26824319877227,-0.032690487635151,-1.2454928959507,1.18725887680635,0.504641513831443,0.512642112329501,0.364577909677823,-0.316375257010492,0.407441321380671,0.424458521177411,-1.53799692106852,-1.95110826467767,-0.0471970351424897,0.718644765912448,-1.6608662630811,-0.116753968647086,0.646429424979497 +5.11536240202638,0.908613583937615,-0.267074383731368,0.420318045723528,-0.32885750088189,0.179350625728068,-0.928616200927369,1.08957476934221,0.557594731089731,-0.72170860743482,-0.540047058966715,-0.824007815290993,0.195925030144425,0.416566114855724,0.74633658075767,-0.406293916983359,1.38221225268149,0.38029369325084,0.423234594615079,1.29585889948502,0.209830324851375 +-11.2718315781065,-0.387516124560848,-0.811750171639672,-1.91426060728182,-0.134019214017776,-1.18984467881536,-0.400794962064331,-0.543508293236265,0.0606449750027565,-1.01991804104472,-1.55975011619145,-0.411389749873326,-2.0643795755202,0.688429891477593,0.508437821423375,-1.97788143450312,-2.07702160766714,1.25610275115638,0.0527647145723688,-0.637330398636523,0.469768085222339 +1.80553895414357,2.06105440055176,0.471434337244538,-1.04831568970875,0.717743070280154,-0.17105780061858,1.1527733845845,0.900817077114345,1.13669106099804,0.0358523946126192,-1.11216993414217,-1.50539406106721,0.663989572869861,2.18190360822038,-0.513983606574175,0.980497707159379,-0.681539410255358,-0.0357335490823574,0.0321787752242226,-1.81186781263653,-1.813783765071 +-6.02914352704161,-0.432644651732663,-1.72044688359638,-0.0915959700663878,0.16458589817965,-1.49403726089455,1.18874631089428,-1.49094980263647,-0.840294448922465,0.0410636187195756,0.0713095477738358,1.09265349641409,1.35203667522981,0.793506466118698,-1.93390948408147,-0.0351686392893974,-0.320142847382051,-1.34848770533114,0.642295718633341,-1.05291269661113,0.0724617438558708 +2.78138320453844,-0.629652745989543,-0.438853234630708,0.647267737419986,-0.4778514221397,-0.565313862945033,-0.47456370788407,0.658441283528229,0.224163158492313,1.31405006801389,1.56320239149952,-1.28784485038358,1.95898383223948,1.29175003202164,0.0643203692908581,1.57964351131653,-1.90463327650363,-0.774868890233588,1.5475965470955,-1.72507298749538,0.0286062746295998 +0.485103438307321,-0.780897455165702,1.23382799814449,-0.424792675040042,-0.671854775825118,0.491440989694447,-0.619795183869957,0.408963793725109,-0.706418584388227,0.948389919269733,-1.47561585334344,0.998349839817374,-1.15441098116113,2.38340114348075,-0.40001248496059,-0.122186429751507,0.29296898800273,-0.287151075513343,1.0256650260781,0.220353901980176,-0.860377150435306 +-8.05900802346086,0.112304176971878,1.0810187071651,-1.21173980741963,-1.33209269005317,-0.449746169961634,-1.25649752127697,-1.13680200491299,-0.637515115683629,-0.314318316839116,0.791952317138886,1.36598277324401,-1.26061366298201,-0.0511496999555301,-0.596181392475052,0.885950408977431,0.345884940601667,0.731636294868023,-2.02141678967039,-0.900670067480204,-1.8850401250485 +-0.462727930951794,0.870599595916544,-1.34425112697119,-1.49710753204561,0.0519236107242173,0.660017095046014,0.79562911081427,0.399129858222744,1.02824936236151,-1.55855602544554,-0.0466293413389448,0.922866850467382,-1.78026720714568,-0.544554205537612,0.126271487787585,1.91984829193057,-0.00454559681731039,-1.17463701470862,0.515920886025145,-1.37779085648418,-0.45861303809235 +6.42855432543191,1.41980276096092,-0.0560046823384152,-0.796004719074949,0.666973620949734,1.94103470322144,1.20458543517425,-1.38535652065292,-1.13888847113959,2.44876205738791,-2.11048439422109,-0.583163121319665,0.922234848174684,1.07792713641688,0.217522612033649,1.63729590784175,-1.04495600449245,0.974253997753215,-1.18502676462243,0.268038343006617,2.22036253232911 +-0.973059092354153,0.692738619192126,0.056185344201552,-0.457897004318806,0.00264285706480904,1.14969995064441,-0.167055841976655,-2.47158124139252,-0.693290649479827,-0.759982014783499,-0.837050751374118,0.851718599312178,0.91131133037561,-0.489028459920072,-0.0489281831080158,0.557306993990844,1.00405111278118,-0.638140740805034,-0.201200977473357,0.302916211250736,-0.864802070142527 +-1.21237317352583,-2.26161327646333,0.386554230734381,-0.292288799097705,1.38147365896899,-1.06060621369373,0.599891783995832,0.423910992081142,1.14572474979756,0.686732643705849,-1.12493952235645,-1.64782904038921,0.834913100598338,0.0997885585083795,1.03585423768758,0.177661267540899,-0.456595695116191,-0.350600157828231,0.74915199748895,-0.665545325675646,0.246231796511638 +-1.04335906150722,0.713379246839445,-2.08975488213792,-0.0454304408039203,1.08601270595116,-1.07942475934957,0.0228325193428632,0.00641538054708692,-0.126404665193103,0.153871296710422,-1.38840836094578,-0.718698211122238,0.821865458085317,1.24079139866258,-0.670136397950322,-0.697137402534444,0.760544607431509,-0.933125521536697,0.574558498822247,-1.01142880477761,0.325967194387291 +1.16503363578722,1.53607986324167,0.650211826614741,0.089380890207528,0.314498512710967,0.533029613128427,-0.946146985089013,-0.652968677293434,-0.623552404627172,1.07461635742933,-1.31456306270174,-0.0592011390588452,-1.47704849095716,1.81961774523793,0.0472923399455838,0.619651926198094,-1.18404417475422,0.259049576869193,-0.592849362091976,0.0165964886661238,0.297378022913827 +-0.681994684252635,0.318570720934271,-1.60522684609233,-0.73266936043978,-0.072791363010706,1.37302814288437,2.28620192731729,-0.82421045693278,0.38038063862795,0.218298970737916,1.13618518105253,2.3662676803203,0.603252663470367,-0.0958831700292406,0.0195822844763209,0.938661293323517,-0.71658900225663,-1.20455935936347,-0.53661738556205,-1.89512300337935,-1.28549344912678 +-3.23999582828617,-3.20805687610525,-1.41169341092248,-0.972975194404911,0.746922234606919,-0.197418887853731,-0.93044936565475,0.448563991927463,-1.21999294616508,-1.39732687934591,0.395514555500928,0.107865251439239,0.756760683956544,-0.549766419921922,1.71175406231225,-0.109998312824293,0.240793175854562,0.510662514399709,0.566806802818142,-0.933394554676867,0.356830462762361 +6.79423702126086,0.436681717010862,0.630167048181747,-1.15986679732403,1.65681514126384,1.81235572700852,0.166324231185579,0.992256651504712,0.455321017453921,-0.63353203672724,0.866682841937379,-0.287593924605724,-0.120470813906415,-0.860395176395614,2.22631706690629,0.152213031214442,0.282345170444572,-0.414168357786777,-0.137435172135731,0.331647128426751,1.45112721908309 +-1.39354490086039,-0.613251076721228,0.492052648638282,-1.64824992026263,-0.789779235503485,0.610320279739879,1.07385324237866,-1.81452367311949,-2.56830510343838,0.792740901305286,0.213732519225031,-0.585573181953561,1.47258316019279,-0.094961995048646,-0.316859631880242,0.40788662915582,0.403008913917842,0.888816227232788,-0.645952725747346,0.291856040344668,0.81918388298017 +-7.86898805544509,-0.0349603501428892,-1.54352019209202,1.98768267144255,-0.442051040434397,-2.50225833525467,-0.385894019776588,-0.460230985615022,0.261318487828798,0.129905944348645,0.573072412422548,-0.643538938718414,-0.373248724827117,-0.843354829225227,-0.835336727863363,-0.743891561893331,-2.45371203082864,-0.215441999144395,-1.00068618260734,1.49435098435992,-0.922740062419188 +-3.91040404841279,-0.906138120993062,-1.31006014250695,1.28781326256982,-1.27263665140996,-1.73130004512901,-0.356098333454902,0.75110026512559,1.05584900765445,-0.304895107132146,0.69856978825366,0.640599420797198,0.00869782264843259,-0.528630252925596,-1.46571550968405,1.91470190596553,0.189225332204865,0.819913575436612,-0.274972254140155,-1.23900273813229,-0.481736673750985 +8.81551431492067,-0.51402135115389,-0.949260494967243,-0.400374606542954,0.813529809472345,0.646833346108695,0.175796061439548,-1.53955434348454,1.5203939368287,2.55104531397707,1.01723586163533,-0.42737879985321,1.09439098937197,0.43458791027916,0.0348351096429341,1.92097972024663,0.00745713525101674,1.80856029109344,0.107883599512081,1.17281345192865,-0.544941111692098 +4.13240182611952,0.147031118708133,-0.180780988298958,-0.219352908090345,0.275139995158625,0.861898472731765,-1.28392774869974,-0.598804404148886,1.24109820876906,2.26284592098544,1.89851756739444,0.182432968357846,0.423112672132595,0.610801498333654,-0.757335964361547,0.445962054036854,-1.59652031567362,-0.0788566831993532,1.12469533550231,0.170999515153219,-0.839344942886024 +4.07639255867648,-1.3438761034106,0.369644919508008,1.64207355042254,0.475448973040559,1.58519808481285,0.488538454479513,0.36973224850393,-0.193595238240169,0.563821511052951,-0.251190486116077,0.507541103039594,-0.718518828835747,-0.542904302769708,-0.020875008239786,-0.570276600330774,1.74232484942974,-0.723264118649046,-0.695162709904726,0.555262372481811,-0.581085109370178 +-4.66152232000015,0.163461568881095,-1.22934354955979,-0.150599508153858,-0.402481164933515,0.237299796092601,0.00428790921360647,-0.406822535612497,-1.27085546968984,-0.653330648878752,0.491802491433147,-0.143892101674379,-1.13809072335596,0.04502719151932,0.382468491919928,-1.29975114672691,-0.167088039381775,0.821149536938778,-0.209996318272883,-0.24703559449943,0.143033065019761 +6.75625921761716,-0.542909223322403,-0.299138673850278,0.198912576303639,0.770439838051421,-1.09365740671239,-0.756554095221453,0.0984703943417778,1.96385248055164,2.86949577391258,0.436974350888067,-0.887545427779106,0.320036120230909,-1.75656436490379,0.4696482598266,2.2601242958787,0.50805914534985,1.07110088800151,0.933738296985444,1.32215522330849,-0.308914218750625 +1.33696113031263,0.423016854324198,0.671624351370558,0.563828918071631,-1.00808684584169,0.874279449876239,-0.127563255579677,0.593810264377985,-0.28629485145289,-0.238806996756362,-0.256636792684443,-0.0282866594769993,1.47565510538568,0.579570046580561,-0.681420591792376,-2.18149929210454,0.172297595217574,0.904167369422751,0.172226218383336,0.84643086991711,-0.764123235779255 +9.93136691591636,-1.23161261394232,-1.06526710889302,1.67852135084458,1.43067070044993,-0.0987857681334695,1.88374746140522,-0.842532052659427,-1.45804528818757,1.47914294201632,0.732896439820114,-0.663533305332401,1.77170971531966,0.0414816392436735,0.291689054077439,1.14523408500781,1.64799740248523,2.34286710359037,0.231006343034932,0.309680973204924,-1.59367041722638 +0.157761213761942,1.10667546849715,0.533585957129391,0.0849784849069639,-0.427504801593064,0.00696311176533651,1.19036184455389,0.976960723298626,-2.20137992067963,0.323582713644801,0.83687275289093,-0.938094270186403,-0.00267828017686972,0.104301265966553,1.000594099534,-1.09815554058409,0.576331813560189,0.775263812987471,-1.75220681575399,0.414600534624501,-0.722199098038104 +0.745924258621215,0.0530992372669268,-0.354340078572364,0.828019998667747,-0.852071365303878,0.314641403102619,0.480319035422455,-0.656047720341733,-0.685619555923303,0.562204289917855,-0.314834575147083,0.832247180922177,-0.985056254287548,1.11685054018161,0.315007980497602,-0.0454314293088178,-1.60526579818598,1.70892027562535,-0.139450541676151,0.457097240746428,1.59006352080143 +-3.20879272501336,-3.20211005574372,0.525622008045514,0.757570738046406,-1.14451770350174,-0.287285402820065,0.886148203358539,-0.0842501137020589,-1.27434135415179,-0.431192343703998,-0.032308803553669,-0.0706230069065737,0.0981253945476175,0.301561006844091,0.465632568464204,2.22313853857778,-0.998350261169162,1.82650412598221,0.296207258113057,-1.97571875432311,-0.999671289709844 +-5.48648115579943,-0.953904369733372,-1.38739256945421,-0.694560227563796,0.0225364283387256,-0.47601856786497,-0.91507609209723,1.20421330830815,0.190058503178886,0.127602425617293,1.23624966097822,-0.75993178080017,-0.77338282425854,-0.28623664486253,-1.21355363070984,0.805431361432714,0.234230013244958,0.611630234964028,-0.601251974918554,-0.382298140099067,-0.748594588288963 +3.247485025645,-0.205155007690135,-0.0055803766545081,-0.483529533411632,-0.969313641010304,0.201804822443581,1.8900464418884,-1.16857349664013,0.473536639447091,-0.232028156328814,1.23368851802965,0.135219281548775,0.866515101092146,1.73180802732598,0.512831021145859,-0.29961612942503,-1.17966593636152,-0.0985015669257561,-0.812307652054788,-0.162329338415661,1.7512329261505 +0.863376901257417,0.352459403571786,-1.70297288755777,0.619127415193828,-0.626713649674355,0.623889943932944,0.125151151087001,-0.236595427163986,1.0043554490695,1.30263923854858,0.59227924733031,1.90623602280395,-0.998169669649384,-1.1451896926829,-0.828214099456212,1.75111498536244,1.71807424003385,-1.37578401675596,0.160265252487893,-0.864647164959428,0.0596316261425303 +-6.91698045960543,0.58958827741381,0.180804125543735,-0.0334311810915053,-1.11732486250124,0.0838443077911052,-0.321758817709626,0.202336448797735,0.850639817430817,-0.579300383443311,-0.00209115318704209,-3.75551205736242,-0.589794820765965,-0.0908984797967672,-0.270302798838187,-1.35917129454725,1.06944398392315,-0.0837569116025057,0.0449088390287092,0.53142581320286,-1.51841195269376 +-1.86393795250888,1.57400710197297,-0.782768061893155,-2.53540162102866,0.415182818840285,0.731087405223001,0.763305377667945,0.0512737276854948,-0.91422192042344,-0.436883804043253,-0.910751908551655,-0.46269101983256,1.85108765635005,-0.0859687440498029,-0.650327062198317,0.93658190413863,0.039594332633002,1.7928164717023,-0.725066995339314,0.998071030660303,-1.76086987632376 +0.90733063447623,-0.627745333209963,0.38531549121288,1.28723187917647,0.478305634600677,0.961772396928593,1.27927280461411,0.44971458286979,-0.803792181821373,0.675666296367545,-0.219760644647518,1.87674010394225,0.792914138851247,0.363349386566696,-1.7954110802787,-1.72916415730368,0.0511270996552303,-0.983748611354943,1.2270812373001,-1.05819952478837,-1.10120879381354 +-2.37449676964099,0.868164976951994,0.100248295538701,-0.653094358084258,-0.290151551700449,-0.485849457974922,-1.55260320238701,0.047721094724712,-0.378125847568555,0.75803124496405,-0.163701216992329,0.5534224935937,0.461294326113278,0.222962263831166,-0.483845812850995,-0.745248639424573,-0.250990131608537,-1.57678144341121,-0.376534721255882,0.636549789774128,0.245658548780409 +-4.48605895580271,-1.4843701024496,0.334690943209228,0.694154375744651,0.297399139924087,-0.844096246655114,-1.42264874288951,-1.15645746868737,0.341445125317897,-0.23660039300362,-0.447260023316321,0.18345874125097,0.497547359789454,-0.466081386801,-0.506901009531727,-0.747772899347653,-1.84507771484249,0.467904499085334,2.19437322928999,-0.365573874985057,-0.991975593641141 +-4.92967876272562,-0.400899287124506,0.278944555113731,1.93797664289277,0.483188045228397,0.130501139501892,-0.783713731020736,0.598277485366605,-0.510098653910124,-0.676310741911082,0.743142199400261,-0.409094606299002,0.379631236082745,-1.74332133788731,-1.17371019070267,-0.381464531014248,-1.0471739269736,0.378158872355748,-0.582688572937702,0.387737299256505,-0.352865946121806 +6.85349615560428,-0.639347683628521,0.504039434202431,-0.495902026187973,0.545936593963532,1.09938699251931,0.172521895587933,0.502281012056254,0.0533778234266698,0.828158232493221,1.47597555400489,1.50683857831927,1.20458820039176,0.823704920721646,-0.206897656485555,0.206874218115317,-0.372644067015826,0.319789960158648,0.5672686917897,-1.53683212175484,-0.130293403250767 +2.56184601183756,0.216391047256349,1.56815288080552,0.836746704738105,-0.687362019864048,-0.439478685256903,-1.05464612390374,0.0881683695061927,-1.14479651367588,-1.11857570438219,1.2057272334136,-0.518048974365041,0.785810113157016,-1.01041005895213,1.67319942190172,0.904447543017182,0.0623140362075905,0.238965726940734,1.06238236419711,-0.52486515554202,1.34479385839684 +7.06403527522608,-1.2611376296688,0.213389603541111,2.0723041043654,1.42419612927679,0.58616625132186,1.16759774697048,1.01859855029051,0.915461366899784,-0.400247305632752,-0.0721521472222219,-1.79454302111475,-0.466599754643138,0.453966202355707,-0.741892239079666,1.69733093897556,0.545941049009069,0.934832547946535,-0.904531360494853,0.0159895478329919,0.624260877719221 +7.05685343484564,1.98796868828322,-0.288017000672888,-0.94913949115413,1.97291086022905,-0.909562905912661,3.01717476279853,-1.08816805696768,0.409582454915895,-2.18740442568702,0.793460305352233,-0.0838303925239852,0.0181306794651732,-0.577121922421928,1.48157171390841,0.930317273995272,0.296950683704306,-0.735191167767854,-0.493506533531826,1.31031272570783,1.81364368992032 +2.74212994881976,0.982304768120544,0.163662006479106,0.0713610592422037,-0.552674768949899,-0.30229781635225,-0.989602456958821,0.00444753216796067,-0.00771489457424582,-0.494774105157031,-0.719042708803436,-0.0105377686935434,1.87126319359152,-0.311584831422177,1.98699282924485,-0.550986445845996,1.57058879372027,0.0932749294175477,-0.270920524243121,0.993991703829058,0.740125944317213 +-2.00272503238637,-0.306820287945659,-0.408443669807746,-1.93589768526286,-0.706205565587249,-1.12591985457125,0.474602749876794,-0.183342090352614,0.507016909381905,3.09999283309716,0.272359505632693,0.54724042660534,0.220209628133594,-0.322966183856849,-0.722912466459346,-1.28002228322741,-0.486843834007285,0.807783936640616,-0.153459270514835,1.65682623325172,0.618524302148393 +-10.5744152047706,-1.31316352225554,-0.489964852612685,-0.440584578549794,-2.150552553674,0.727900529649287,-1.33975491894274,-0.076673167961846,-0.123457636820036,-0.651563541423194,-1.60228161761395,1.21537037667646,-0.0577914170754205,-0.277680822672534,0.316492822341657,-0.278457218280731,-1.85588152906012,-0.273409777482334,1.55557390355562,-1.52477588977447,-0.910614017407991 +-10.7425584626317,-0.907211164521709,-3.22723290494499,-1.00914365037937,-1.67827847051871,1.65892696903889,-0.042735037296358,0.915922625922887,-1.50486251916531,0.113451149417052,0.162923429365453,-0.931838506233718,-1.41138227417383,0.27793217531884,-0.788960762418596,-0.574908419442118,-0.647217484100391,-1.23433750141744,-0.550510464419571,0.131823079737253,1.8225292028046 +-2.07312648446803,-0.0926869504167684,0.363173625810765,0.906753773745126,0.451770317408313,-0.115792623731403,-0.687415130739577,-2.01642777646201,-0.105438522535564,-0.974102673578331,0.0436741723671319,-0.524552297679895,-0.355921493616239,-0.318067942073886,0.713448856673862,-0.905232660949119,-0.280121954492125,-0.156139211451373,1.12741947551549,1.93847666765021,-0.830160272103302 +-0.0266781679726862,-2.50332774743482,-0.216594700326061,0.240236285308428,-0.261286204093359,-2.12341181347071,-0.441687318224771,1.80289397469177,-0.179010702704468,-0.892162778053758,1.3655457179353,-0.00603650297590149,-0.987590265612865,-1.97416540979069,0.273640411611344,2.26158533599823,1.27551495887137,0.385029533465799,-1.28545823871595,1.05178808730201,0.73419248421683 +5.11801038862442,-0.582792511590403,-0.66863044954779,1.0268227050122,-0.0863882195446356,-0.102725764044059,1.74616832040541,-0.743723674327016,0.783166037083581,1.6646911863149,-1.81214473586673,0.211905273033593,0.640264002543779,0.131436651647261,-0.806038543538206,2.71971253886563,1.79716636315296,-0.595343773325084,-0.502717250507009,-0.629005157149619,0.874392212061124 +-2.15972247745368,1.12082698678478,0.0392444235209645,-1.46309825596212,-0.305374623512986,0.406946320863584,0.435405538586122,-1.28642346317148,-0.248891876730129,0.144433041790211,-0.686045535405963,-1.8772830596097,0.738968396934514,0.580767247652214,0.360380209158492,-0.910222179928742,-0.239187130775097,1.63795865772346,-0.442520019272365,-0.566473828853303,0.152920775644457 +5.26648691856824,1.1651172181161,0.438219802345735,-0.095099598843943,-0.859722779808314,0.326239283011167,1.64243335403103,-0.837685793872604,0.311894573912675,-1.92481589941411,2.38264896849459,-1.29943380219401,1.72963548991871,1.46995083160136,-0.821230724052947,-0.757500227867651,-0.652085065568628,0.208802515494166,0.417586628650658,1.29785964590079,0.620335722362383 +2.06441120788219,-0.222584799465931,-0.740340531341119,-0.503355330231378,0.675614600727756,-1.16907017176123,1.09859825453681,0.840312848779709,0.85982348268874,1.07541554865557,2.63916869556588,0.387239578137185,-1.01834776127116,-2.0432772759321,-0.113737357413618,0.308444050829873,-0.245522414072733,-1.37168223343544,0.586217343103178,-1.53352213304654,0.366552897669348 +-1.65448804683682,0.271809486187721,-0.418816556870605,-1.52380605133165,0.920968569293467,0.228649485486483,1.13311829466746,1.73135122913445,0.384699564783761,-0.339134911603876,-0.844865416964187,-0.065206995265111,0.706214971081984,-0.508467847723039,-2.42783752925213,-0.669236127314646,-1.06253448931945,-0.356167921424116,-0.707304026447194,1.19744146362676,0.417323554170127 +-3.26282504561172,-0.910261998255786,-0.657288964663847,-0.0562900122920523,1.00574269175754,-0.416940310566867,0.173429513444573,0.435121711892659,0.74057639594803,-0.104591603496736,-0.202372972918711,1.28688227990471,-1.4605497219129,-1.25965445327723,1.06280618162198,-0.575011332016512,-0.249319190515742,-1.55490883560039,0.0907980559033344,-0.410294490449189,1.21894330848076 +2.82333141243212,-0.741121060037364,-0.889792216237348,-1.01739207623498,-0.921928401263763,0.0822679322668847,0.919301435733741,1.32334354184051,-0.246117280038104,0.321777583138996,1.38036007839786,-0.158031755488983,1.07201951512422,-0.680418204083185,1.74559979767722,0.456279067834192,-1.35318200048107,1.32182187266493,0.231062355033424,0.91601544487799,-1.14091684737042 +-4.02207963629148,-0.426786424237152,-1.12462473440855,-1.36485240625954,0.331771576786981,0.888210188154902,-3.63904502241283,-0.619113596009407,-0.558834751696403,1.44206604672611,0.863436312096167,-0.0770661376236711,0.984347071606149,0.890690958514359,0.779623805339527,-0.952198546454244,1.36797781864929,0.994418967628153,-2.05776383087393,0.521087125010997,-0.951163317856203 +1.82896423219112,0.750682537340365,-0.446747268442171,-0.18679896634305,1.13548160368585,0.264730764221956,-0.315946053161986,0.524090200063668,0.268458281543966,-0.0109081337412397,0.478308299895436,-0.838170525369592,0.114544898172752,0.778897172648736,-1.6386213440561,-1.76427438832151,2.69704425410621,0.402758193843654,0.197673014199934,-0.529541519811998,0.783279719322808 +-1.01465381286809,0.6493286576328,0.171375943525628,0.0842162201215896,-0.549475220389135,0.986080282710687,0.852305800264936,-2.60354682372008,-0.608607367121381,0.332895479007499,-1.19783292867749,-0.918488604784068,2.01566804497062,0.131138973464079,0.248116524176991,-0.479488676599039,-1.25297841697391,-0.561618369283689,1.61871617286788,0.623311678264223,0.619787707039691 +2.44628848600385,-0.448295562458784,0.825588469842571,0.717785184790058,1.16030098632387,-1.08468985986878,1.98602848525309,0.307707674637608,-0.203875384891333,-0.761529763742882,-1.31706730765184,1.01223307783386,-0.240378341389392,0.517104164412979,-0.672148435380182,1.011513527099,-0.586396435021763,0.390974184478658,0.462611343362033,-0.000751867126299242,-0.270916419944786 +4.43741698145474,1.05941538299433,0.417227446412465,-0.570613273087871,0.858357941485306,0.847826026953673,-1.25736316962013,2.36993816533613,-0.510112503363177,0.6506751644677,2.24907936059967,-1.0214763973223,-1.40949332723945,0.296996618369843,0.379380346142106,-0.233298343169279,-1.25314103924719,-1.11568906705669,-0.459224125890091,1.4378484389863,1.45787686479853 +0.150660792049621,-2.69530466049794,-0.599410430744487,0.333484373455062,1.98099098446784,-0.767346981115853,0.273443152140943,-1.38941095324498,-0.0914528244381935,0.140969143786016,2.07697597065349,-0.13354179793628,0.273620883614834,0.706083037256132,0.346277158775891,-0.983235175411151,0.221676552416691,0.505756626452698,-0.512010190599196,0.405594082076605,-0.524640159351252 +-0.630464954574013,-0.327159191352153,1.30208656034657,0.792517391333184,0.422361519454691,-1.11662185112926,1.36496721128143,-0.770635272999266,-0.837753680239869,0.51784510314025,-0.530013641354691,-0.0248562484649591,-0.178431017519051,-0.944662462356063,0.0920239374532296,0.1330150599473,1.6642990273351,-0.657181922684707,-0.475257591968528,-0.760445415762958,0.247036188665938 +-6.38776408995397,1.31966901873928,0.555116072557163,0.361938570480156,-0.630493220125316,-1.49468865639761,-0.617651516768643,0.0894280725630139,-0.00770049300290737,-1.15543221062751,-0.279353787003521,0.325356757790063,0.52981302938182,-0.621670876072151,0.175554233334018,-0.900516777098754,-0.430561089482092,0.285747181331426,-1.73501129181026,0.571803327521017,-0.912065758684598 +-0.63618521384782,1.55851138518142,-0.288522470952582,0.0275625134144651,1.27324821657558,1.07621810089597,-1.08742385433481,-0.458477154710519,2.01025024188605,-2.4159837484017,-1.37613007333942,0.528143644626079,0.717437472823673,0.29174714681716,-1.24000377492442,-0.0193618313271044,0.0801372653777892,-0.394846722560732,-1.8783479428883,0.00349215356316747,-0.31978536193761 +-2.49604657594625,0.860637444235263,0.0464395827392657,-1.52491238250314,-0.706114703195391,0.631109194493272,0.729434587717267,1.19842229311096,-1.49041159240058,0.0448715460346991,-1.00676798478348,-0.888928045329676,0.921546975361114,-1.22604099051047,-1.27370775117652,0.475510996138825,-0.33766767911826,0.678684225326086,-1.00651640359795,1.18703441951211,0.687927860029806 +2.49974512645571,0.142136862048121,0.758181881166226,0.522797411552239,-0.635267491768004,-0.511448964238003,2.16360446702443,-0.560299293127141,0.814655301946651,-0.929557217334873,-0.0128650593307219,0.815490939232358,1.12718544282045,0.541303583689054,-1.6092425948091,-1.55215602055561,0.322140514622523,-0.83238045422096,0.635112243687999,0.699809119435494,0.49039794608403 +1.35648520506951,0.202363274147139,-0.65468875657679,0.307309809742084,-0.372927284808163,-0.817546938584184,1.90188497591786,-0.241510238011287,0.146069125796639,-1.15460747060449,-0.432707110175881,0.680872628655934,0.104484083886436,1.354025271488,-0.318017753988347,0.242199216879162,-0.861639555446367,-0.70562548407724,1.24466516761658,0.496114542536552,-0.764543760938345 +-4.29623440351865,-0.500252015337885,0.469109991284525,-0.16043667957697,-0.411741600078197,0.118157743646151,-0.755399379613836,-0.065337944520048,1.04277441832174,0.212795815585988,0.133345899320709,1.42711171982948,0.284453957482745,-0.0360421306285832,-2.16828085042735,-2.18881627944508,-1.88411749171115,0.703569344666945,-0.377552309468744,-0.936775900955271,0.466597483055066 +-4.75276635868129,-1.15069185336539,-0.628063484339248,0.0450687508118032,-0.154513852025397,-1.39784414083278,-0.531945170061063,-2.27237953315874,1.44974551161038,0.93530231493828,-0.936481044759601,-0.115800040290293,-1.70162947045309,0.753544244821753,1.44141616816871,-0.351456043611211,-0.308826587032946,0.715703905983088,0.613878913522504,-1.17873654581244,0.0243901110436366 +0.406513255246972,-0.608551690703679,0.0734111197684186,-0.582638099677314,-0.06162161780605,1.19605479147392,-0.0364399806354217,-0.865179899234607,0.0100238326639925,-0.0253782014708674,-0.849211559086976,1.01241088561658,-0.491774473758729,0.0293624837824681,-0.654165948224647,0.309108491173214,0.0399422226204642,-0.371325444084426,0.638758547634812,0.80085159040834,0.197868585619782 +-2.71915747558803,-0.14707489115322,0.417928296502771,0.879458148537217,0.00460432936824766,-0.876922790850827,-1.21558221560416,-0.0253528893600899,0.177746792185508,-1.23566773850122,-0.944002122206639,1.42036575342946,0.215820346788325,0.487091325033077,-0.947911674107446,0.0407765034773601,0.17492296848715,-0.907130257824247,0.754217383986472,-0.738570248949884,0.816726879541441 +-2.19329258693394,-1.43582859213366,0.0486398850575297,0.0912784733381211,0.329080675647968,0.284576736923259,1.98484403722777,-0.182515994872731,-1.21723587663044,0.839426864077872,-1.37424661912455,-0.0924476492004726,-0.181740817593956,0.552717620569112,-1.68483216290845,1.89440437184589,-0.739196532519031,-2.58938900683654,-1.46134126173238,0.105998154708028,-0.578921158754267 +-4.41606430175514,-0.243172363939305,1.78239477197259,-0.0912496998405553,-0.621847425966409,-1.58966227021661,0.266679988498756,-1.98442548271242,-0.413470187019587,-0.622281321520873,-0.749949808151047,0.113278927708836,0.648122843275798,0.0191601725676438,-0.223619110646037,-0.0161059245746093,-1.04126648884183,-1.18829285123217,1.78008793837338,-0.898120895085855,0.454712520680884 +3.30607720037871,2.02669502369221,-0.608462390701452,2.02046306506795,-0.293543426705746,-0.706985023580947,-2.56602775465191,0.146735653582164,0.188302488802938,1.01196140079266,0.98587944171197,-0.441680501911244,-0.0361169477851134,-0.00450867210117294,0.00923567412917209,0.0947077826095714,-0.300411394560895,0.770396328049764,-0.663989163398847,1.08077101145703,-0.201613547189245 +-0.464314942866895,-1.01799744846075,-0.603632811727327,-0.416453257833638,0.707024071807403,-0.0584718822564259,0.212416487763037,-0.434434853519145,-0.877671835125695,1.74966045916132,-0.282145594444652,-0.0735070896787126,-1.74093979560127,-0.28128622535915,0.231600516453759,1.09679819633717,-0.879476947926895,-0.713558996826643,0.8463258706778,0.637699631222963,1.91291537289997 +-5.40313845223774,-1.30985618911329,-0.350823221632244,0.575847809140516,-0.705600605375743,-1.12430602208527,-0.882073794043203,-0.131345167157085,-0.163338757039083,-2.17299060514158,0.445721512765937,-1.18823306553834,-0.287602016335133,-0.263082261258907,0.994468117733425,0.156397684583637,1.6904648088845,-0.0725631108244615,0.883583814541622,-1.29432902042527,1.21609818824375 +-3.02462257447573,-0.616450867284611,0.812178380222683,-0.472024316578719,-0.156499709021429,1.18585788866676,-0.114112575214537,-0.240795589899375,-0.19760980858294,1.2391564990535,1.938990662062,0.194295972783915,-0.792813437281225,-1.12254458437111,0.445789637046714,-1.00054198019931,-1.21657409938577,0.883401749117238,-0.727163568826895,-1.12296929763587,-1.31099296300812 +2.87597450829568,1.02441869444659,-0.410296491945412,-0.181454416194223,0.233526180642136,0.290244324550451,1.86980816110698,0.312237412093782,-0.644342931499556,0.715290951058882,1.9358432272337,-0.517646804676219,-0.404615279574651,0.407569835409141,-0.26312729609587,-1.00427480862925,-0.147499870762531,-1.29970908960677,-0.450099593307246,-0.115388565786027,0.735604301692389 +0.764993164748427,-0.83274933439023,-0.195209203976552,0.372709669990253,1.15299725895915,0.133507831732573,-2.28386668912522,-1.09585124761711,0.296082341462771,0.0512620200765959,1.09337768949935,0.0177212319785391,-0.083762938890965,1.41099601949871,0.971247625424251,-1.62452291973201,0.592178005355884,1.17219726323534,-0.961590963655704,-0.86037558865146,0.0857114370541144 +-14.5596844530466,1.44207722389048,-0.11116510327476,-0.847278249971305,-1.15581887547745,-1.2626061409053,-0.561034825276366,-0.128849312355822,-1.83545243626005,-0.362602293458034,-2.51748946848587,-0.70645144005597,-0.702406336539809,-0.13194046408982,-0.7869943359403,0.722371983723649,-0.824585968965337,-0.692098354118727,-2.19807377225017,-0.070638378301833,0.343550486180695 +0.605533434546065,-1.26921903752016,-0.632078546076166,0.527442025949933,-0.0535735382302828,1.84653570046823,-0.670184958678857,0.0633991979999308,0.659316557214724,-0.0113706999407829,-0.792925676881443,-1.37912811715598,-1.34997215072939,-0.928427404978345,1.16115610057593,0.196943030159788,-0.393022707507271,1.36411688097033,1.16903504499334,-0.00302300686934259,1.14218187851639 +4.79975403797915,-0.314308990290208,1.25304243061186,-1.73762481103716,-0.28686125360425,0.737912151243989,1.85604974264755,-0.0429956499756267,0.103942298549149,-0.421369036597442,1.96677018539316,0.218501976608654,0.654927761626608,0.529177342801407,0.3870385781338,-0.946136396554085,0.418397906781312,-0.0137849117679408,-0.867525938006062,-0.378197998991081,0.554212102539178 +-5.31508465632747,-0.6141977822625,1.75430851825817,0.35844517532389,0.194340379698418,1.2686057485377,-1.37249817297109,-1.91804172028709,-0.403285584502894,-0.646744533605493,0.782474109088115,0.167469535981573,-0.992904056233488,-0.340208583602804,0.165686959989712,-0.419807200512602,-1.37361252886717,0.35662442022139,-0.864713539625981,-2.56937021729216,0.280334962029213 +-3.05519939020752,-0.564376525135597,-0.613811206611433,-1.02952710171544,-0.787215069610002,-1.77760379268909,0.640326550784575,1.30080109353079,-0.100369820478876,1.35045615747539,-1.20798280281615,1.09505566703894,-0.0549435020055667,-2.1002904439459,-0.424690091452051,-0.759522125527901,0.700947730164177,0.639332277615285,1.15164562752408,0.579144617531541,-0.820032677846123 +-3.8362230495712,-0.564897060994212,-1.02421702452291,-0.154528259310581,-0.866218529341126,-0.617029828022939,0.780439261148497,-1.27349396768811,-0.0192170405892935,-0.298396514685085,-0.0629563881513305,0.745147310171569,-0.845580569205408,-0.325163139421419,-0.583284690090224,-0.490293487376192,0.879203789381645,-0.345347283647572,0.648541248330947,-0.877237585466733,0.406191261013118 +1.52940430575301,-3.07124303553711,0.377405319743023,-0.361953830313456,1.34145689350863,0.667503853992103,0.96041972881365,-0.733802689878382,0.0235030981087791,-0.055189573879371,0.378527913494764,-0.590538696222309,1.17746105527435,1.59497508997797,-0.0978273404319174,0.218656038874368,0.67253780500988,-1.05427817293522,-0.301371027556748,0.117642083242459,-0.170998373309987 +1.85001457867085,-1.31446609322366,0.456554442580597,-0.711634690997898,-1.0896161273751,2.47146730188768,0.763953616815132,-0.170496484814824,0.196179045974469,1.83109350352046,-0.236641590651168,-1.24340575067869,0.735619323676429,0.180857649313877,0.218015174881007,-1.08900819976758,0.386482790482318,1.32528010654727,0.168364430278642,-0.79314541816863,1.0699544853216 +5.55997963187765,0.677056135772086,-0.702814007863046,0.627631611250172,0.310620367287584,-0.467573990008912,-1.56219362996839,1.13629922298937,1.25336476641447,1.55491724799601,-2.28228595338771,0.663443192233373,0.537202516593235,-0.0125766403212213,0.00246147358820996,-0.855510647806902,0.668410167259522,-0.382172288523772,1.32630843280844,1.0299333310527,2.18949864732767 +-0.726729672055312,1.59911709555023,0.737386646767282,-0.489657600092298,0.471414671182195,-1.69728675900243,-0.64113806981314,-0.420012685227742,-1.31389541726418,-0.783656255510417,1.41257870991592,2.11702451654155,-0.62015767797715,-1.55220176697967,2.45643455819713,-0.45526808515922,2.07220920871708,-0.759980333440976,-0.292731720672143,-2.03511471549066,0.355980064217236 +-5.74063981908183,-0.978987936648209,0.408857741591117,-0.67903097583704,0.571455521929626,0.901850826144625,-0.535737929431157,-2.74410664987557,0.0753414878982536,-0.228591893437379,-2.04483929260175,-0.107885461826552,0.638947724201191,-0.54373948984137,-1.46815279634323,0.520250293605559,0.0131608598849912,0.451631623260736,-0.762011694081324,-0.548594374434561,1.45849959490707 +1.56986036208363,-0.430657192807828,1.91763271767676,1.35379276851666,0.450149688508543,-0.134636620960258,1.3159083463297,0.727987927864505,-2.09111397924307,-2.23760958965388,0.0537409472714369,-0.0969315441603009,-1.65079883163564,-0.369102552276221,0.576771899839223,1.09140217799263,0.00314549657941315,-2.26578760448251,2.31814213348596,1.1066465462484,1.13049368193498 +8.28943030710155,-1.62209885763213,3.0933950753084,0.350849811594194,0.205319255538227,0.668286268307034,-0.874320439754822,1.12609470211628,-0.846938374182031,2.73773921116845,0.165037567689227,1.56361911339544,-0.384540219305498,-1.37502055329676,-0.00175087485843565,-2.56755201968064,1.78579126822817,1.29276176582017,0.859628010850208,2.32341119257787,0.265290055467185 +11.7494522748664,-0.647195629340894,-0.0781147936415403,2.2218043998524,0.459702174315745,0.641267926517784,0.975694638096762,-0.229662385677079,0.468708811660132,-0.348149510706666,-0.464670070445043,-0.601638156768182,0.969547145764955,0.206131235718089,-0.72010295274062,2.1101339630499,-0.153828889434245,1.16397439231023,3.50092045421665,0.366781738932948,1.84152323227229 +0.645966533692154,0.361005671269585,0.118868637224359,-0.015146407501959,0.909643190727917,-1.46918367062902,1.36933179909818,-1.54846201232127,-2.19600880076715,-0.157547408377831,-1.75334141869141,-1.19471868176118,2.42763541328592,1.44438363677134,-1.5793933357098,2.50836135941348,0.783573146387427,0.147911333749257,0.689271703682231,-0.73077775445237,0.740583045754634 +-2.32595654915687,-0.787349946433107,0.0479420465524755,-0.897785059886806,-1.11008099901489,0.772727047938806,-1.29696528713122,1.51549210053297,0.421137826585327,1.11425809535109,0.870828323299393,-1.39261669619425,1.85056190781609,1.1725902275801,-0.237993283847381,-1.15271728981259,-0.506670443611101,-0.735488022807425,-0.932536633067927,-0.604531785157796,-0.0297632216700294 +-5.06366895570562,0.264414442445665,-0.863093921942479,-0.0131911462907159,0.636696613253567,-0.995962879862201,-0.16066605520085,-0.114338435493325,0.74664685811885,-0.287461303541571,1.95922697237562,-0.264480187898038,-1.18162608503873,-0.552025880928085,0.398972992157268,-1.41949242078367,-0.456522564707863,0.811993653536239,-1.02127559071808,-1.70151141014461,-0.208970274491308 +-0.984207172077198,-0.114378255227206,0.104182385561949,0.774357563743581,0.387519673754791,0.294028546591189,0.933030995413207,1.28334736062227,-1.84210737149452,-0.1527601849806,-1.12158912322554,-0.626644589040927,0.333296839675808,1.7820971362588,-1.03267964543425,0.679202751589404,-0.655635830584301,-1.75343389681377,-1.24721010959562,0.690089242415996,0.00857357184362338 +8.79956974841558,-1.63080354573953,0.389202991724257,1.10835654611683,-0.206286755583578,2.86974622657775,-1.90155355448544,-1.20597912711991,0.707013150878632,-0.686367025005432,0.0522246420495864,0.851601676813584,1.53126566273,1.80192475254968,1.30889540695162,-0.564119612165077,0.225503268223724,1.21016482598088,-0.254585329131963,1.80176819385168,0.746048111041517 +-5.27289665969179,-0.987340283697582,-1.085927159785,-0.378338339136316,0.434172192891979,0.0345022970150011,-0.668827288434891,-0.364415273139826,-1.34153543164714,-1.1075564329178,2.02909643709284,-0.472104201821736,-0.804493465342225,-0.131504992096128,-1.15512253525698,-0.6603711821709,1.24142994491516,0.943109199637119,0.0748828547921868,-0.51151189196881,-1.9221506812054 +0.486130094271606,-1.78179560822565,-0.195546199648396,-0.628256852845478,-0.0534110220811341,2.00348883528348,0.143861448748145,0.196685739272259,-1.09692326480181,1.6506830834648,0.116147071559097,0.539185153954469,0.71966965432625,0.880721157761099,1.28814238092321,0.315338183658196,-1.6328305619309,-1.14709623002689,0.497340365651559,-1.04359461200155,1.25795281992442 +-5.24491900213065,-1.11505000499486,-2.51572668603246,-1.0122734712276,1.17224499161159,-0.304566974553596,-1.04263034603992,0.565102022753695,1.33788682810122,0.662981120824369,0.288308295606014,-1.02349336532298,-0.0364771045827435,-0.934951532569376,-0.805330623703857,-0.437254999933108,0.61388951069039,-0.394295142482428,-0.674172626991679,0.873663926180949,-0.555183636522774 +3.78145654229007,1.58649048041527,-0.386387656436542,0.565614139331361,0.615494857983042,0.418235378712145,-1.21972601599976,1.16009941075161,-1.4872019985412,-0.680622033984992,0.269343502802002,0.713368236143428,1.17507583796155,1.34163463425316,0.459828582160438,-0.0682206668853163,0.178678247484744,-0.0224886722027098,-2.55450749087001,1.58453332301677,0.346540385323605 +-2.2134946751078,-0.775966162548199,0.306764539186053,0.143655622784786,-0.956233884941164,0.943527329477896,0.290573705837602,-0.178890347237952,0.655713605994706,-0.446302045747653,-1.31090837254134,-0.317983149983425,0.753372022628001,-0.910790799384129,-0.443573317292994,-0.521325881140048,0.143964508651453,0.352494010272791,0.188117948889559,0.0209397282719179,0.0806110761416642 +-3.10985732027029,-0.656092428360995,0.22124660909818,1.32089086049796,2.87567533703442,-1.18837715254701,-0.413803236450377,0.716232561901108,-0.0291524225794519,-0.169580946655995,-2.24599655223074,1.49900165655479,-0.959545363582566,-0.307269077161167,-1.49892616984469,0.697577157641284,0.283855016238682,-1.36213318656852,-1.16702243338782,-0.536973074458956,0.0371446604107579 +-1.97555664415191,-0.965048986643762,-0.275283664800405,0.0247513002334452,1.24540653200471,-1.61643538354714,0.399212857256358,-0.926538283819008,-1.53502898904822,0.200182477004782,-1.20654461693436,1.14151288488958,0.709453891928446,0.121615203194493,0.782299237153781,-0.989295518224204,0.53145502547894,-0.0731787970227448,0.505998402160616,1.31121865852367,-0.295780343525365 +-3.82856586738876,0.746863320289386,0.911108832558163,0.011452656178367,2.40885578955424,-0.95153725065754,-1.04878993237855,-0.385224035172093,0.70740434451487,-1.65976852476574,-1.09521162806226,2.60828953193495,-0.885109612831261,-0.163367928010969,-1.21911717969388,0.423410455259446,0.761791265070292,-1.01484356075006,-1.39018552690461,0.566637749249427,-1.22331182681007 +-5.23454590115517,0.677905536251931,-1.3334897113704,-0.866111027293333,0.504995622283768,1.04463956566991,-0.578283119156848,0.307231634458658,-0.397180590750354,0.0932455479455333,1.45869444094556,-1.1332144305239,0.483489959985925,-0.861846436457887,-0.522288590033017,-1.25665017038639,-1.80498794943444,1.51562937978546,0.402741996909593,-0.00262326041024485,-1.91503909773474 +6.06569444456726,1.29653625864232,0.788199038937063,0.137674890508466,0.751786429592737,1.34201808371921,0.267981090877933,1.01155705991786,0.0763315991788635,0.0597427134310458,-0.806471622268307,-0.438812929411383,-0.680965067072455,0.637427955888748,1.19015049424138,-0.857458978373763,-0.583474673929061,0.311119556015546,0.417104200415455,1.15748960832872,0.135566626266117 +7.30442015205899,0.999364190357656,0.911537354242428,-0.144358902262306,0.833069251414306,1.36338048609377,0.456426728891367,-0.129700013891944,-0.482498405285487,-0.0145496552789459,0.862078466177244,-0.979656121902379,0.888189726258179,1.49592080630104,-0.779922507027209,0.307885030829158,-0.854345113984338,0.600793235998412,0.754854042290211,-0.0144886998361477,1.16934622944747 +-2.92800363123688,-0.468470898652754,0.34005710773804,0.532518869989782,-0.625529378390073,0.939566309107266,-1.67096948683197,-1.03366664343609,-2.05425290437582,0.503728420425283,1.34211422102697,-0.808455698685082,-1.45339659139894,-0.333912584837335,0.108084166629834,1.29580229454602,0.451059995732517,-1.33027753142698,-0.0443659113058462,0.626278464946118,0.294593336453497 +-0.0290077951849397,0.571485629012,1.11481043731866,-1.12289460162681,0.832071709375792,-0.466718148333704,-1.78435924165053,0.77050194189465,-0.200371608812602,-0.0389980198191691,-0.644532989011416,-1.5432953076628,-1.07183411196984,0.180522681064736,0.753560852519304,1.41665043267106,-0.70636456432614,-1.12863109851595,0.329293717624549,-0.216193372505069,0.426468950465859 +0.635955540119544,0.423369097200286,-0.218023436237999,-3.19493429349719,0.858067106153786,-0.43625434125626,0.848804999911197,-0.649887227573618,-0.109918848969956,0.582041929429656,0.378394035158499,-1.00347369750766,1.11421876361421,-0.282152169116703,-0.508972901073509,1.50448045420976,0.649983946580221,0.770510072428816,1.1305826862273,0.0770059040163953,-2.70230285525788 +0.157588112864635,1.57194319674487,-0.771255116100897,0.38464550768543,0.313740741726888,0.0609556443030955,-0.668647770418592,-0.356505383971691,-0.974368008290858,-1.61552157322394,0.970553586317023,0.375434604728937,0.983106406547349,-0.619129396224144,-0.345865787000906,2.03329694127516,0.180609045545673,-0.546111259662485,1.20788101472909,-1.56950444616903,1.00053742184531 +-4.75486263340983,0.240256623616103,0.662584187206001,-1.44294207282401,-1.17216663361068,1.22229213568458,-0.33376375437618,-0.711164505961071,0.695993621739525,-0.691102855630251,-0.506282742321839,-1.02058505405832,-1.22898123585988,0.00553155352279003,1.36343210299855,-0.256798711863963,-0.499927074887899,-0.740568034481887,-0.409584886467459,0.0969376931731751,0.755953343616877 +4.72166038745259,0.316422729082583,0.792225360678587,-1.59463806999943,0.278805459082083,-0.526418696320778,0.60186869372922,1.10007050208179,-1.50266383940009,-0.268800969582796,-0.796105748731257,2.00608340090551,0.575060627396767,0.706989699224975,0.62923011539781,-1.00016180161335,0.380133578832907,1.48839753680622,0.483520613739862,0.703194790120461,-1.10645212659272 +2.36461612378093,-0.54417040030936,0.216416730409139,0.839357630778784,-0.964881496154168,0.409229823321131,-0.856089763428411,0.0483344838057766,-1.102905712061,0.29227407886707,-1.15256695586776,1.86293091374416,-0.487753481587305,-0.140624221606458,0.449402586559741,0.132241607312261,0.759770008392714,0.434650752942434,0.160117957844053,0.0352469952410741,0.38705120664386 +9.82603306732921,0.122651647086549,1.2262090181214,1.67128958491649,0.110477616768905,0.861258575927564,2.12747438807602,1.10223812758928,-2.43531491907842,2.8876204965316,0.471484925124769,1.18936640343977,0.539694823616227,0.730399406068603,1.29311312617797,-0.578253913606436,-0.0280065229911412,-0.221314518112892,-0.120139298974357,-1.25442322963479,0.605083250671731 +-2.61374152071444,0.954675640623287,0.680670482701122,-0.132374757558041,-0.134097818325909,-2.62141741055283,-1.21834439975258,-1.42320219031062,0.491137086603261,3.1607773759183,-0.196473322646135,-0.564234989692204,-1.0978386633386,-0.665714469694591,1.87516171324443,-0.755272214857202,0.332371575112996,-0.21861729504571,-0.0341151453905074,-1.03545889344129,1.33373189748756 +2.30600312978712,1.49229156949754,-0.105318780064966,0.230931901176068,0.774689041924795,-0.0184795930221228,-1.33980192013888,-1.2906061139933,-0.857565605047894,-2.28394717359871,2.03675206712041,-0.187333207993403,-0.307425037978735,1.22030718608576,1.61240773923981,-0.943023447643631,1.06235707489997,-1.39794038427397,2.44509597426494,0.305722929964491,0.766822844545613 +0.89728604677905,0.782586988631191,0.929365998140173,-0.716597343437413,0.270168513053775,1.78333609590599,-0.446350309113181,-0.789905680785031,-0.153894769578495,1.0389313900864,1.8320566301798,-0.321437795024976,-0.569962269633661,-0.452559162875569,-1.78566887817927,-2.85943572376118,0.765895636765797,0.81470374158446,-0.690773851820721,1.82134552753942,0.137171307188384 +2.11609498554967,0.531534886349928,-0.536670111171916,0.539672905796055,0.489301290645676,-1.38171640033523,0.574992313485829,1.00622162783639,-0.624800738458263,1.6694061749043,-1.14352361964022,1.64961364496448,-1.69487404113973,0.0399110097175286,0.0906605883525012,1.83103697758427,-0.487037982594565,0.0285766630249399,-1.6084878238181,-0.784666521793233,0.511466363058815 +11.21904669031,0.567232748620047,1.67453193664102,2.36780852019245,-0.186645004573181,-0.484372968123272,1.69579830550289,0.771175527953946,0.978271348608051,0.0778169463014524,-0.653064769334916,1.01255886531468,1.17107583688476,0.607619704826155,0.524408263772751,-1.01529247271079,0.883836932570842,0.513882706894523,0.546602341596886,0.208921893847269,-0.395541250509777 +4.84932310872052,0.156782131753834,-0.487188681404389,-0.755860219518557,1.00379805912617,1.0625123677338,-1.011682859289,2.45569204274188,0.275850454394693,-0.166166245403983,0.571514389993166,0.378447908459918,0.227249695264213,0.66311199620119,-0.418496758026741,0.616563807548042,0.674524606462862,1.40970461193339,-0.375474289081259,0.0989488895752478,-0.291027582708755 +-2.64959894960221,-0.402740225607502,-0.897620842958185,0.354253244806507,0.349920951383256,-0.580101728989678,-0.619023124120806,-1.45129633465371,-0.252107884052846,0.119671949991404,1.15852424236962,-0.437460349280799,0.850798917026567,-0.84718482846033,-0.794237677884489,-0.410327164147226,-0.802972437190147,1.11634677398967,-1.30329316590899,0.216922072288676,1.6373349919962 +-2.6253385147416,0.0754858051111999,-0.57592402618557,-0.52608868576046,-0.153769684234748,-0.483746281574354,-1.24365728149612,-0.289587820360259,0.817794851584593,-0.753070253670527,0.96621400073242,-1.19907233307922,1.6941078503114,-1.06340462759377,0.499411436828573,1.27276649926266,-1.48928811699579,-0.798881994318305,-0.0286202564794752,0.664858977082168,-0.964138328637272 +-6.63720965515738,-1.20263029488377,-0.018703709779272,-1.32679056625691,0.366325123152145,0.0500002266809962,-0.834009236327024,-0.664340334001391,0.33002569368089,0.975837954052196,-1.3546511632033,2.11861211058649,-0.137804466951356,-1.13994409525422,0.0985751228850422,-0.10589645627103,0.900601278607917,-0.346363160040279,-1.41719510427869,-0.433656788345724,-1.03460629476118 +-1.64371691237606,-0.372384602760343,0.736066945186716,0.613194101286976,0.630400629461823,-2.24894485540743,-1.95948887048436,0.212353064063153,-0.243186049916237,-0.432739408143701,0.827414921768417,-0.102570896234302,0.635383098440672,-0.567416791170332,-0.160424791316876,0.311747177619641,0.518949635162657,0.594919048603035,0.876629568061147,-0.406525490392946,-0.92352034150708 +2.7133022193744,0.652391155370522,-0.49718525852584,-1.01232590686606,1.03254048578786,0.403419945040687,-0.327198730073548,0.723186294201483,-1.08255624054374,0.393413040948853,-1.27459750233216,-0.512349633385525,0.10768603345943,0.54461866430039,0.851163992604573,1.03723743994889,-0.240989321541981,-0.797653473738626,2.24680558321151,0.737904188821797,-0.347843140200722 +10.4334262526045,0.617010157044081,0.230388553870107,0.315194236171566,-0.259337950990381,2.42287255944747,-0.159493370467213,0.844156785949002,0.466726452430946,0.22818755525166,-1.1929437283335,-1.09682580561352,0.785673983046411,0.236703688948267,-0.75713674733119,1.96676525557159,-0.192270946202793,1.70606984430648,1.21799942384048,1.50691459042222,0.898488414950272 +-4.33318628935419,-0.447139503006748,0.852231625527046,0.650792423529549,-1.21180322456346,1.74565532187313,-1.09830580380347,-0.0208132743369132,0.234689916056864,-0.401551691758939,-0.0276251892996509,0.270009046465646,-1.15021667408539,-0.989886958879188,0.930217577107092,-0.0958228044702312,-0.00951264310514824,-2.35794391474861,-0.28339831023382,0.547716348041122,0.329764405872268 +-4.65057436796154,0.158480999959808,0.16809064248767,0.320856091534212,0.247031612182086,-1.53599472173625,0.36775811225568,0.774932681018605,-1.60541734079077,-0.57073875411214,0.951005285524407,-1.03736238535133,-0.255715781481502,-0.501767343517219,-0.0571574514348605,0.672300979473392,-1.20471359200309,-0.593105002132594,0.453430079788856,0.0330737472636487,-0.769144594541802 +-3.26975888343415,-0.513998937635304,-1.45976644384712,-0.541320267268773,-1.27853787113694,0.351465593761802,-0.00764415745998517,0.171202209025414,1.57866288461979,0.193116408871453,-0.352867617441162,-0.0373545135754869,0.0465777418951947,-1.50724835970822,-0.288523618534085,-2.84612154612776,1.01213347743826,0.80935524290616,-0.663947630938813,0.387142128932763,-0.309797083142458 +4.91689320545088,-1.12276336437519,-0.754761108206091,0.260502178115276,-0.148519437862068,1.60517529725566,-1.42770568311503,0.422700398067898,-0.111339171739908,-0.0292206275561075,2.19757425828907,-0.170567906130492,2.02326254279389,-0.0788617400674369,0.441148948422054,-0.418051592484159,0.603722582639586,1.09307454992931,1.13042741830108,-0.0956540928865831,-0.268485295798712 +-2.87669927051887,-0.447139022225265,-0.884015326082865,-1.49047904166952,-1.37328742900217,0.303293289768576,-1.31907202939081,-1.19576123081958,-0.906015044639536,-2.68160337180502,1.208620574108,1.18327853716295,0.730469442159054,2.00586616284257,-0.0717364943501213,0.27604900079454,1.60260603322295,0.996118373771507,-1.13161192273355,1.17990127342465,0.606874399762559 +-3.54968987081177,-2.11185369823736,0.377298290612475,0.932864245465294,-0.0779034315802588,0.460905607739337,1.14863155008062,0.297811138363114,-0.819479088883363,-0.619958515438466,0.37464089686251,0.2742248310295,0.288440002516886,-0.288609211635254,0.299144204721976,-0.264537614560425,-1.85479345612619,0.323068230218452,0.717932602255518,0.162626475464357,-1.25953719624795 +3.35219742213548,-0.728098632558749,0.963673917741537,0.0201608266246983,1.07956762282228,0.392088908347023,-0.343932166240133,-0.140754229600837,-1.20388165448572,2.07204750988057,-1.12787674194001,0.343801103857401,-0.436036349129393,0.343565585020831,-1.54487849773271,0.129201707522684,0.730317733918336,1.23920174128808,-0.949760077947224,1.48435645926355,0.153439812523517 +-6.5783768137879,-0.246700356153367,-1.52615765169228,-0.48079391343857,-1.3454324603515,-0.357588026987889,-3.12985322991494,-1.38220612128653,-0.543559469930358,1.59431835571113,0.481799998615306,0.337608493985131,-0.639173863585489,1.38797143527532,-1.18188671846777,0.284173055051178,-1.34038647999294,0.555390134170948,1.01418395033056,-1.15866643756524,1.48184286364982 +0.0762204732724212,-0.613615678060157,1.22137870317836,-0.34680531630358,-0.0445120957493351,-0.483997387948994,0.747520516331265,-0.118656082142051,-0.202500043625703,1.2175907877894,0.610816435117214,-0.353209678573524,-0.149067726574745,0.100263286364021,0.0742075487723459,-1.04917622442216,1.92560447522777,-0.348586187946785,-1.35774476999088,-0.574951407434919,0.917079091006108 +1.04385386090772,0.103947848541539,-0.31968033678831,-0.954086475938909,0.812008396969922,1.02839707812337,0.135698775726323,-1.09961988418574,-1.05635184011194,0.349661704873759,0.521959504337751,0.835026441733743,-1.62944651199765,1.62535731326103,0.285643733829544,-0.743266288788052,1.84723559425289,0.926961984016483,-1.26201408150145,-1.23755888817828,-0.148441886306725 +-1.10543551492143,-0.800578552066803,0.565806778493512,0.372513853712951,-0.85112540478635,-0.195469397930909,-0.067698146040224,-0.247069242427623,0.755666267462508,-1.6402090693847,0.652402366057564,-1.33529822428369,-0.0621715863287817,-0.0607470370721065,-0.151676339292971,1.07601570505441,1.32443601059119,-1.19578516463748,-0.207473415256966,-0.151119222882321,0.137077119726896 +-11.9102637285364,1.32370390419044,-0.916354146341568,-0.308810821336082,0.646086460146041,-1.54973432762792,-1.33680022959587,-1.27888101639784,-1.60738262793563,-1.09684416077655,0.187358469634951,0.585952670868404,-1.26581400096642,-2.11970067985473,-1.16350841868927,-1.12343674977355,-2.26633252821966,0.125952208816267,1.46550546733033,-1.12427563757646,0.290039916301264 +-0.456293626168431,0.0311640787660535,0.369471616262088,0.780990631929833,0.0690276356955457,-0.0760827420537072,1.53258903368132,-1.04487719623532,0.17301726495898,0.558340245311673,-1.94120161379781,-0.934059887220762,0.66391614462135,0.159295733160303,-0.663404076155891,-1.21741405930629,0.179688560357991,-0.00717148681177895,0.811546401511478,0.713044679435633,-0.94179636588496 +-5.01914251293514,-0.82361367332353,-0.0212587010650414,0.810906335169189,-1.23561805636584,1.34359729409314,-1.36911335577215,0.945881847556505,-0.697010309859934,1.87903481124122,-0.0319868468807139,-1.09555792641258,-2.65521723895453,-0.752921092792892,-1.68410117247251,-0.0339886673816748,0.44964483144534,-0.0466899697626057,0.460960521350492,0.716537358041177,-0.872954876411675 +-0.909370794805616,-0.866751731322283,0.224467950390548,0.336827036238814,-0.0330016762329928,0.572754239466767,0.334226921565027,-0.0379697752615278,-0.949892236937382,-0.501547123473051,0.697771440566109,1.09884272534818,-0.545637518346866,-0.0536788086698286,0.192366536166018,0.623494665649912,-0.61798845297098,-2.14766305844353,-0.560698743983516,-0.0754479338543229,0.101969457248115 +-7.55360264603906,-1.25258157877411,-0.922442033948606,-0.208394945775027,-1.32600472985568,-0.179062787285812,-0.512241558804353,-0.435994472164118,-1.52790734441658,0.544984305256384,0.333578729767153,0.981670955101825,0.793002721483558,-0.0560710800213789,0.309280981008397,0.65727893812772,-1.4570120854365,-2.22693409458512,-0.935376955548076,-0.259423354002381,0.0629452711268431 +-5.19723211251153,-1.0501979652639,-0.262482283035964,-0.481652383121574,0.281844753018797,-0.889733076789623,-0.170413718247691,1.22435560893696,-1.55914306297859,-2.81327321738776,-0.0560999395123209,1.23352517513517,-0.294546198076059,0.147690266775742,-0.143570095649227,-1.79334324181031,0.610412314390097,1.00169712521987,-1.83652024353356,0.226109108325603,1.38154422403379 +8.61477857727265,0.826524800809867,1.13481386067868,0.845421355088919,0.301508178045532,0.587645027827261,0.512891063425513,-0.38772072823,0.244261613904001,0.484518786573375,0.115336362806574,0.0797422834495467,-0.191556893911769,0.401513712865497,-0.832551483942536,-0.665867221274496,0.0244092099268416,2.33245319369713,-0.679392178115997,-0.284920645150971,3.31765442633319 +-4.97660520627017,-0.843670255924305,-0.825773477197413,-0.672966024522399,1.13923585620927,-1.20847588575274,0.105931592358057,1.27784228448412,0.112967242218372,-0.177798047718257,-0.58633875079695,1.75811821492071,-0.968948505471584,-0.253956247372709,-1.4658906149481,0.210859113272234,0.888259379258087,0.814029429023581,-0.616110035171385,-0.692443327549119,-1.36740853241298 +4.45321786616726,-2.16668094347871,1.04291500945657,1.59205008237511,-1.04126970785326,0.278208510531353,-0.766285270432335,1.17451315997889,-0.339421736026526,0.425782935954264,0.658074461149265,0.04067610225716,-0.101588042479232,1.49612222593524,1.93574725052627,0.136599310844943,0.0869053134827565,-0.62828664240644,0.307355592328039,1.53668948472927,-0.837285272024322 +0.869163788145093,0.774014993072303,0.264597562475079,0.0191305173079738,-0.481343660583503,2.22568224029998,-3.10388846657711,-0.498936791238596,0.348516700467663,0.456697317509569,-0.576151139761573,1.35144676464662,0.389304923153636,-1.31810187019998,-1.11226878135834,-0.105460819800429,2.81548109298044,0.00488303354125073,0.844992255138952,0.855294169273881,-1.59090247561745 +-3.81036287022892,0.598681328050187,1.15499673468066,-0.0739439642097006,0.290750221760885,-0.27167008887342,-1.14864205781771,1.01794638289751,-1.9249694477516,-0.488784630447726,-0.47982664781526,0.231813597735271,0.276950682987107,0.36116544876906,-0.0538091570052429,-0.708684872812111,-1.79268287084767,-0.586145089539641,-0.227680009071447,-2.08406176114689,0.817750818284937 +0.77531208996328,1.19722467606599,1.55556201971689,-0.16723207593566,-2.48501061339662,-0.449198814453296,-0.81200993279817,0.95354120683012,-0.0740711699638028,-1.02099464105247,-0.893650770810559,0.40096619755235,-1.08759925576552,0.798488875619799,-1.33355697357369,1.63433534017323,0.551285473877435,0.299597594994872,0.32607512223004,0.762500704679624,0.683065436960153 +5.21362887714548,-0.368173869420077,-0.0245897650326893,0.176999872368914,2.41129559900589,-0.0595562877456838,0.881392449454978,-0.71463028948413,-1.25687356236596,1.70963266799526,-0.132338966574396,-0.722429000170032,1.17874484520738,-0.409269254229018,0.447702711912179,-0.349990050029583,0.877744745402345,0.266012236411802,0.666121014233431,-0.164800685811384,0.219763202094796 +-5.81270922514502,0.702319798990721,-0.346118713059512,0.385333808556101,0.683976707554142,-1.50987360946868,0.405419378028101,-0.0640905930759152,-0.377751080869804,0.123892863309752,-2.30833031099488,-1.25261574949153,0.0666233130998359,-0.0857003326687205,-1.3498222349256,0.798724950616443,1.84257977059115,-0.635578379461167,0.681419000041733,-3.00921333342042,-0.768500172853456 +-1.33579498855957,0.0753470583633293,0.159325017970611,-0.679303107444764,-0.943937271472998,-0.109153246426502,-0.8611999404954,1.61051184350036,-0.0910308062430586,-0.0520513587902593,-0.693005115469867,0.722390558753731,-0.0965961861062319,-0.433832448682369,-1.04781013582932,-0.541358321937449,-0.650133621595236,2.50450542829886,-0.0677452250031432,-0.00487975651393698,-0.471801324525592 +-4.80244583042621,-2.26265058199372,-0.177631298012807,-0.638491441347398,0.0465360684118055,-1.02327950450594,0.376648417641446,-0.428104004779771,2.08981586282195,0.171806822149528,-0.400395200558211,-0.245391099848965,1.23831853825546,-2.30443394944086,0.0311401653724976,-1.28006973124426,-0.3984806683885,1.05207019584821,0.814587975300863,-0.407659027056372,-0.929840023740647 +0.136088604645518,1.05470523935575,0.527372605383554,-0.170101885416541,-1.214173625735,0.372696988152668,-0.418641916171552,0.063150248095025,1.83538934111246,1.47530882953684,-0.712129757748591,-0.362323734285191,-0.348842065586519,1.27008234890293,-1.12113193096549,-1.24129656009363,1.04899327756439,0.157496066931562,-1.73437496932515,0.218808983736584,-0.887287834375923 +4.45776696886106,-0.897325311528992,-0.144833354278006,0.203699485031809,1.53251857702325,0.547222552370565,0.112392277954199,-0.587628263316565,0.242907889305263,-0.482315857687597,-0.159580556354795,0.855038542688211,0.325234421552173,-1.36341399337523,2.24601565146695,-1.27341897075706,0.02657366121116,0.200292183775016,0.906031201371035,0.901219765299884,1.60995391127318 +2.76068689931431,2.39885487143668,-0.0251149886877572,0.161457325417466,-0.12156636144345,-1.83003085966915,-0.756158969069525,0.262823543182234,-0.322717689808728,0.485870972224831,2.47616371239148,-0.761675713239049,-1.44081816463105,1.2959108567992,1.95036932532545,-1.84645321045606,-0.852540597895704,0.7374066833555,1.13732190416603,1.70603422407798,0.471532260037091 +3.05322826248368,1.26319966951482,0.87090425287939,-0.167820636745861,0.558849072463062,0.176930409744419,0.105540628495876,0.697735589281783,-0.708879796082062,0.115465135675601,-0.661959882418996,-0.283629823596449,-0.244021777931688,-0.424326933279908,-0.784343681368535,0.895595051269778,1.54375000078224,0.751211113329787,0.330898744392946,-2.26330950366764,0.590303937024273 +3.80016383170513,1.29058501543878,-0.402653134429456,-2.70070495901009,-0.228357255202094,-0.142065744750309,0.342462637455895,1.05298294135792,1.23349641535404,-0.82916703715261,-0.758319061327202,0.422888445275477,1.77278407960171,-0.356441709081111,0.0882607439882342,0.138716408962516,-0.343235004578998,0.911570271750136,1.20842007417268,1.42355887353121,0.414505994713841 +2.49564737266932,1.9884855777354,0.974899530163693,1.28541443925333,-0.0609992515187789,2.26508085265745,2.17947042416235,0.0552501953385633,-0.411477240675731,0.0813499248152402,-0.695694780486833,-0.547301179449434,-0.714537212916765,1.38719161688993,-2.57577166720284,-0.478797897221337,0.255674895467894,-0.531471670319634,-0.288204859287665,-1.10764928871253,-0.526947770940563 +0.425215342391836,0.20920690626195,-0.607443795520809,1.84149252902594,0.681565447622652,-0.77777694284245,-1.66330532662919,0.20170769384906,0.204805712328948,0.114835887386054,1.24045386756731,1.79592809711727,-2.91458972963943,-0.892962675551602,-0.16802512453415,0.689580944475904,-0.2954312291986,0.20130806405893,0.114448578980914,0.9639721983405,-0.91865119187407 +-0.367320266966846,-0.444696566571594,-0.66700823018166,0.345330843373156,0.481540383942102,-0.291234503605243,-0.0312658464280775,0.376063847519566,-2.22584111433671,-1.4180510335919,-2.7320474654027,0.107867713176624,-0.462645755438605,1.29280919099685,0.590836773174624,1.56681448675288,0.888658203373817,0.998941113516133,0.828276450801357,1.37057572780708,-1.0333522120247 +-0.0748364696108894,-1.65847751361708,0.834263469206034,-2.7101339536325,-0.768269329709075,0.55405813556601,-1.27725317128218,0.739592430468192,1.1548798310301,-1.38413967331518,2.63534763149816,-0.076331430977213,0.0559855111854064,0.0691454580989353,1.39893236192767,0.131747056811978,1.00357541673308,1.38989241246261,-0.786644969428479,0.105934888845954,-1.07079863621791 +-2.46586073514335,0.582330196939139,1.31379866916605,-0.382330058435855,-0.619632908842673,-1.69361852388291,-0.610700370011132,0.385682739492484,-1.6072614196662,0.573872282168396,-0.653005606553758,0.141752398271298,-1.37251865033494,-1.17450521535192,1.10746219255085,-0.00927270611323056,1.32419287722258,1.10445036871698,-0.385456942562141,0.171393724682167,-1.24325056735433 +0.470096247810554,-0.711207574206087,1.44862046124972,-0.684721279750395,-0.0482836529308511,0.497202175368935,-0.806012135855624,-0.673788593566675,-0.117837785017882,0.773196848083315,0.688210763993637,0.293597806112894,1.67449327846818,0.51419383246696,0.479272656980657,-1.7495324239427,-2.1235004768518,-0.358076465861178,0.0588828396451869,-0.406737876212956,-1.13976086555909 +-3.90416348333543,1.36899877314235,1.07880784385444,-0.821724231679197,0.114930999839374,-1.21612957657843,-0.221817108594385,-2.05175009321138,-0.902848943671862,-0.960146171030364,-0.827393713029824,2.93065773104038,1.7885826763746,0.398617517981934,-0.518579633395345,1.00255996983456,-1.52920895121809,-2.1683559578821,-0.955808478316917,-1.42023457416184,1.8621647021178 +2.27440254443221,0.0612009393130314,0.283323546413451,0.660933278637991,-0.588594117665571,-1.26768605653582,0.651739396095476,0.56911343695838,0.395870520461274,0.853254460495888,-0.0201908929593984,0.720406724882797,1.07009100568958,0.800229547270696,0.91937198737406,-2.59410604656146,1.01681107532349,0.598318369298651,-1.22100933535108,-0.0190364262720061,-0.703470810132357 +-0.920569948446663,-0.252834857426658,-0.145411879889215,-0.412739405714152,-1.29076253175373,0.819374727184177,0.603221081949668,-1.65790527584315,0.621762178704076,0.477863018099343,2.33499373075338,-0.920720081745722,-1.51350338634019,0.304363579990276,-0.489910498817191,0.373471176743385,1.33365758669853,-1.04097682603205,0.582220508134441,-1.64563657298644,0.290274379538168 +7.61860438766676,1.0086433548207,0.484753548660926,0.455968210415674,0.0949023892026121,0.422995531311262,-0.820880606117268,-0.126866638619616,-0.659105444729235,1.70613388915595,0.505430495249766,0.835153762565512,0.248863996401514,0.628554171463777,2.3877880623631,0.629312209577307,0.351937268620969,-0.533583315317923,0.0801049228108443,0.420797442777106,-0.412696144329856 +-1.75772175255166,-0.655228835942837,-2.48748335841864,-0.763273816515783,0.689404106593101,-0.08834912742842,1.71820267652064,0.48755644149154,0.89687698542462,0.159141389903217,0.361094505726553,-1.59603864923153,-0.290032446099271,-0.929680074510451,0.988844203114461,1.62887257110178,-0.258169461099697,0.0856579202450827,0.369168569006479,-1.48493920614985,-1.10934179963126 +3.37418081248022,2.63413136625274,0.833649667857531,0.565518709000087,0.164626422962227,0.582485392347625,-0.00377808868542578,0.63853289851277,-0.454561144143014,-1.25312757937209,-0.445913456786708,1.70671230903365,-0.0414904813974261,0.105281542301048,0.703094507138202,-0.331130953538753,0.575396095032227,0.422776700222379,0.430297128425775,-1.95124640756273,-0.726819354101108 +-2.19246486697263,-0.305332901511049,-1.31172731048439,1.22035877958056,1.05876264557683,-1.97056951713203,1.44226923725954,-1.20715979992219,0.840627469439051,-1.38000650861679,0.260863052805796,0.718332274566326,-0.823621775802056,0.435979160085347,0.0572763756589013,2.00169365143272,0.231535625015973,-0.243906921241332,0.0516608691351832,-1.41332708146979,-0.916094107969295 +-4.4946628689933,0.0984932015124599,-1.30479590470605,-0.589751542076429,-1.44974531244945,0.607083694407085,-0.388950036726552,-0.318695647793213,1.67054777762637,-0.680250527727029,0.457975023662214,-0.544924538910741,0.537302019438936,0.679707893917651,-0.00449590235006531,0.128985552530238,-0.465107892273309,1.48089192651909,0.0177755469488935,-1.51481923920408,-0.611199491909789 +-4.2971217865845,-0.689208794092033,-0.566767757322905,-1.35291068805965,1.08677230239905,0.269178636936536,0.0678712195695334,-1.06658794321909,-0.446758809318237,0.924449017394311,-0.875254203016558,-0.653191837194151,-0.90126993423059,0.68192499220607,-0.933371848425247,-0.334223664031248,-0.693699137515966,0.723489625614977,-1.51815718749306,1.15426288309991,0.718140751106797 +2.71647275590393,0.314280659901411,0.25371175963825,0.195418889352675,-0.0637411112991259,0.625018907383095,0.361575319000379,0.138465856864723,1.41730142687097,0.305908263550655,-0.114143256210131,0.399203509626641,-0.485750071191738,-1.13501606478753,-0.423056804829423,-0.20442273394261,0.160117630219519,-0.285644593350387,-1.53672680200809,0.14534856845639,1.20977487291517 +-5.85305872186624,0.920174531716108,0.0265675084037349,-1.63494749195674,0.164784781904162,-0.0974900877014533,-0.927973091913085,2.25081414029678,-0.041280794029834,0.8305931987796,-2.54601895480312,-0.424463307920116,0.260327600927261,-0.948966183819438,-0.569154118001588,-0.517616621322258,0.160054687006214,-0.292575844950787,-1.2084416814151,0.54870965941537,-0.881758669514291 +-2.70115125422199,-1.51214695536879,-1.01894811931285,-1.75189305483284,-0.376882027444608,0.573901955553351,0.406801257674239,-0.839299576606036,1.07950002691119,-0.280868345768994,1.69437001173435,-0.208080666681646,-0.429721467831646,1.70096820753972,1.66611428543057,0.815984634107268,0.0391282109644844,-0.253857977232757,-0.0425640666344513,0.137556776425103,-1.41307771329795 +-6.2512991655418,-0.0147023504214812,-0.425288858190284,2.34681370499294,-0.223094979360201,-0.686088410983975,-0.734069212656851,-0.331153310895528,-0.952810814670456,-0.839304622900306,0.244540805107997,-1.04465853493502,-0.153869286004539,-0.63593387532061,1.419702768484,-1.31147082517217,-0.53644725409762,-0.533786489339881,-0.766783889718329,0.947199848856664,-0.796887591048787 +-2.28767981909555,0.605651658414658,-0.957335159952896,-0.656798484216841,-0.059269373313321,-0.44497592112215,1.16219184531334,-0.540959602542867,-0.200557619415668,0.457058537842831,1.70717938784197,0.298160734406545,-0.131639326772118,0.548033296350905,-0.990860250610575,-1.1605864617294,-1.87830543389559,0.396733301917868,-0.293749981151927,0.71483290064468,-0.552484553542548 +8.568236848661,-1.01688084544769,-0.0546398653533554,0.886715663767853,0.113171640089468,1.54758615694013,-1.65171755631544,0.861634027289483,2.91963378958647,0.59381304951852,2.52452035287074,0.466328656467177,0.808880326891684,0.56721183968741,0.10121427246237,2.11996013379067,1.17028224675933,-1.01098367605357,-0.778969333442475,-1.49861945513378,1.01560593105514 +2.90309541387975,1.11563955585675,-0.697475903809391,0.833098475217528,-0.670536764198686,1.82524342337699,-1.62729590000936,0.413896136842237,-0.00766099513396875,0.936078358325826,-0.338523328334313,-1.48812813050294,0.140849846644338,1.08589090065178,1.00726509668823,0.843663231527083,0.476383780888981,1.23945860023091,-1.72918623551552,-0.0636700731870514,-0.788315502023035 +12.2780098551656,-0.260163757178598,0.0270089596076065,2.14203967349172,2.53346727837462,0.350665454077452,-1.0603227483708,-0.466932412942648,0.967510123911289,-0.040939952988772,2.38695259151729,0.802185114873995,1.35369554640018,0.490732323822622,0.628228935591582,0.981185743836649,-0.0495996301636422,1.4727316928249,-2.58602253190898,0.872957584034916,0.546328035997714 +-5.08734729663905,1.03647589608524,-0.311746107411626,-0.598353333199398,-0.641733480229015,0.670188306651363,0.622473262946035,-1.46083235393932,0.863702619808856,-0.949360094263558,0.00379156012288849,2.28986841826354,-0.958436641073873,-2.06826641444508,-0.305598330803304,-1.80194195805161,-1.78004774552348,0.813345256304584,-1.41860740037012,1.79920976083829,-0.559877391523413 +5.11068764354558,0.491079254833402,-0.002358661124509,-0.312589683767703,-0.162878281179909,1.04827367533444,0.0802984176917202,-1.07463864439055,0.660421777672804,-0.37174815144658,-0.654934155548609,1.09075450342883,0.145208165757142,0.953943919806506,-0.434233765083913,0.0846453970534581,0.593000642179414,0.115897256060531,3.18594963508889,-0.0392215112357225,-0.101462727940429 +7.55106724535326,-1.32587204988391,0.46376220271092,0.876179080527642,0.475343150618218,0.840880421743862,0.162061044043834,1.23077945228231,2.28978150863151,0.408500559537855,0.75522882897474,1.18412359708889,-0.450322472706061,0.0653798038361471,0.227113410822962,0.347566518076115,0.665596399138715,-0.388112998250317,-0.180369222803995,0.924292774336198,-0.71884997810671 +-3.44663553108358,1.10955732912838,-0.339117597571966,0.282994426164182,-0.485954297509022,-0.840665422382288,0.0147598563511664,-0.217706148606211,0.412319460414728,-1.86833983229298,0.308294030697836,0.378787087784058,0.267571497319089,-0.0643277261094099,-0.0114300278547392,-0.37865355069031,0.538477243326932,-0.268090808888183,-0.450398945924097,0.884635261000271,-1.23106966387269 +4.09806728303822,-0.359109145088684,2.13662212589055,-0.0643777852846509,0.621098153331529,-0.416341274023371,0.26324099953892,-0.461428336680153,-1.00189587887556,1.26658123001192,1.78679352160122,-0.356862773791486,-0.302618593104892,1.34151164116881,1.94176822020299,0.153089242926765,-0.76478965905545,-0.0931991765568088,-1.75638736302484,1.6401788129998,-1.34418438401096 +1.03413708243826,1.72339651005851,-0.23877905059253,-1.30948347464319,-0.965780572345525,1.77718098365937,0.412072352296754,0.347188879998735,0.0554123486730958,-0.924592502326084,0.848839439900694,0.0776473416839475,-0.160553085550879,0.348744076553121,-0.175400379135774,-1.27096906752218,0.64287360453847,0.657483955650228,1.52246369130492,0.504976441334963,-1.78286486534457 +2.10717286844345,-0.804267340824148,0.0677856757251888,0.614364725302446,-0.267311503035296,0.187852732474504,-0.873870850765857,-0.903118683779227,-1.15111619240017,0.539854752060223,-0.0943846151510521,-0.499557211115826,0.199840856300261,0.956011402822801,0.653776890753089,2.00453133519455,0.501007862208704,0.47600350093113,0.30935311745049,-0.0435292512206763,0.253474370648783 +-4.51949174206,1.42730551787371,1.37558236700229,-1.33782151343769,-1.15795848712261,-0.891101408669672,-2.75806174988345,-0.541286095647329,0.411793829154061,-0.275687790964265,2.27339505340225,1.08746689906936,-0.637359151171835,0.360241961288927,0.602093364728837,-0.161069786446764,-2.45580075112333,-1.59690766204615,-0.625290463514943,0.750463466717899,-0.574104069525595 +-1.79673480097744,-1.08678927563044,-1.32947521593206,-1.50125527675494,-0.10605276227868,0.480290463536122,-0.605893575782874,-1.23708120222222,-0.809403058007407,-1.36186698120679,-0.700276776704529,1.07595829777453,0.925151266124163,1.47929828055142,0.207606316797658,1.21207817400811,2.11373382467303,0.524837147096182,0.0210768047197114,-0.0606705724292396,0.32445682448872 +-3.40614137910382,0.57212115124666,-0.111010389628652,-0.598790066377759,0.433342172004732,-0.460994666496726,0.936831439612292,0.241117440603833,-1.21253863586605,0.890905851310514,-0.0572418860361443,0.0824248077007893,-0.17384603252252,-0.657160538937275,0.0594423392529888,-0.457339060626387,0.928245161253416,-1.59567000890464,0.101230059881789,-0.00154706211388234,-1.51330848657879 +-6.84720763060401,1.4247933841767,-1.05592319545583,0.284504704921951,-0.0206458895856555,1.5154058366276,-2.46466628788944,0.00378719174740089,0.64275945992989,-1.10152443034889,-0.409411157048481,-0.172552988368745,0.0916939123578516,-0.0132628135958931,-0.848116645432827,-1.07871554132408,-1.2874329544777,0.345629586996233,0.382828018447356,-1.27657694604597,-1.44874404889009 +-0.1329896343648,-0.406071351546959,-0.577028158231474,0.0662635651749156,0.979013493823372,-0.468986132543539,1.21281135820611,0.0721156559274683,1.15306098325439,0.032126814000126,0.19806277498933,-2.17053747391371,-1.0853243797419,-0.341617816872837,1.23846328594008,-1.01651093087665,1.00180407352484,0.135887680521378,0.0928829241508851,-0.0385269250391468,-0.313790324259052 +3.96924974994411,0.0491471875358494,-0.350000643074195,-0.234384648884502,-1.02591182026173,1.72197119681354,0.511167712322763,-1.01789692597594,2.28787986256817,1.85168957951584,-1.29966278451434,-0.0608842367599424,-1.72126713453136,0.555068562352065,0.573246761008065,-1.32493278159998,0.35620519945388,1.242022756805,0.251101663787986,0.652343647517707,0.864308149498632 +-3.40161360522513,-1.03126516759309,0.278131733766637,-1.24323445640334,0.0155707786243611,0.363063021658083,0.922656419036226,-1.10374262477352,1.08119905921504,-1.12519555981193,-0.264568809595575,-1.25532552664548,1.934893966955,-0.0635330985334425,-0.495600167689503,1.08577044245832,-1.0539820318256,0.757325629564886,1.62168686425926,-1.87129628917149,-1.03108115574456 +0.670075531140593,1.03058022263579,0.0404138856384626,1.86899617239432,-1.12457416324076,-0.135461917831729,-0.893107741790733,-0.740270114568841,-0.294432168923495,-0.146612474602015,-0.838902650874556,-1.24835992390351,0.951897700624745,0.0495861944354445,-0.536689863468255,-0.833201272962504,1.76847679111115,0.103109697636978,0.459941050855983,1.38832938207063,0.264063533111146 +-3.73519883959799,0.7965517680036,-1.83660410750163,0.145073216339615,-1.25061995791209,0.478054739360123,-0.619560379878838,1.60213539571842,-0.195728103962749,-0.253490956358804,-0.376693140729777,2.23555201475731,-1.50605621261863,-1.03371890042426,-0.216372745405301,0.0724101330338511,0.30256932690012,0.0111408187941755,-0.0579977841270659,0.968737934327273,-1.07422176595631 +4.83046965732658,-0.66721533565532,1.09538703052389,0.252384356787337,-0.104840079277345,0.25534419017267,-0.290198638930486,0.0245153532634995,0.931979284336905,1.70900074977649,-0.173276734932204,0.384893968854708,0.990359619220888,0.369665361780097,-2.31397943026153,-0.676885721376421,0.720839731191451,1.59061241062524,-1.1738683327897,1.6512336822288,-1.10574686772426 +-1.71233811956347,0.233497650716142,-1.8695768975055,-0.55492895373709,-1.46588574081138,0.170917654714824,0.412802852331946,1.62351181769048,0.0736454034795057,-0.264439010638273,1.40439129229289,-0.948645544481356,-0.549391658939708,-0.609842448717274,0.088353756961385,0.469559201678106,0.636076604850122,-0.288129755999922,-0.680777269603114,0.497101792340385,-1.91811373298016 +0.324531524703397,1.86219504431796,-0.93364844751817,1.1376842719252,-0.385162930093116,-1.18570549260842,0.849338416489956,-2.04784081581873,-0.824254549578441,0.123224556383856,-0.0953080230263531,1.24721051573882,-1.2176312938277,0.765567653496906,-0.812339612848099,0.0172528201611401,0.0025280439226085,0.612130144910291,0.7271933617935,-0.711249034396146,0.799052307221201 +-5.32884014371803,-0.0561531118933134,-1.0335454592521,1.25312484464079,0.988770557230946,-0.352767998243432,-0.464609568298665,1.04138435010646,0.926708981085455,-0.363454004730948,-0.660542048465017,0.609866332706139,-0.988601963284331,-0.705834247818947,-0.679882231959633,-1.1459831849599,-0.163850840689852,0.384698456053151,-1.38552871688158,-0.762675225410407,-0.353516205082712 +0.177215965408901,-0.977231994337985,-1.34889191457038,1.2724120812671,0.0395235609223363,1.93936518569906,-2.07182117748338,0.482489870070458,-0.603965992159235,0.888559233099949,0.0995844584517003,0.450021684771815,-0.108835719674674,-0.245162249303902,-0.287754490432076,-1.09840780375985,-0.0967801044670458,0.764833555847974,-0.391058269097298,-0.0405832831766892,-0.241488717932718 +-1.9623730725318,0.949484831513274,0.220764894180911,0.721527911695155,-2.00395089629613,1.54955523545154,-0.0220315718066633,-0.807547864060974,-1.02416014747444,0.067594876218291,-0.228485507641088,-0.61774780070174,0.769580775208532,-0.283325133699115,0.738566784144056,0.0995114350998937,-0.516024335254426,-0.812492215447911,-0.14872640744979,-0.475741065252211,-0.669717956596786 +-2.20254389731782,0.193217241210377,0.747215807991624,-0.344267770992089,-0.709743408602306,1.38323003796183,0.485483786784704,-0.329024625553637,-1.88454794793406,-0.0966789593076749,-2.04285716983997,-0.914284908540832,-0.139257634064375,-0.863264544099412,0.3589949016105,0.164561558254988,0.326312560469655,-0.606005394091084,0.856433617573555,-0.14132603472216,0.567453537224521 +-0.0998282441953557,-1.01730063829064,0.391652005116455,0.0857915544420416,1.76948893007468,-0.171390803516308,0.465211072010455,1.25112695701312,-0.418630342201256,0.886763652166604,-1.96146889624179,-0.151257509144979,-0.0613977037321204,0.3790397168116,-0.699788792177994,0.421212464880694,-0.471018954206295,0.197898724219415,-1.52983756235796,0.654466122215117,1.09183008489494 +10.550785758735,0.0142790040846149,1.29117020309017,-1.57716336010885,2.42634991664245,1.89902570160003,-1.07279284813014,-0.711554567026248,-0.127389955598426,2.17855874191278,0.118028364867192,-0.0525837450614883,-0.086940433103782,-1.16244575314888,0.339932005935167,-0.171896706419569,1.54981960127339,2.54087225110734,-0.55003729173545,1.86036672824158,0.587250244367621 +-0.693420007850273,-1.5201066457523,1.00553850951184,0.358016900689254,0.33385393147878,-1.27389352064448,1.54363053161263,-0.244695104362247,0.300961024423067,-1.49957332157965,0.698141060125086,-2.08811938568354,-1.51815273859976,-0.0300632358448426,0.695657084983427,1.95732083006061,-0.529704334027295,0.647378759890665,-1.03270848727726,1.2924928024997,0.42050333310368 +-0.817273666470314,-0.673349298145026,0.894145749341549,1.05490439312614,0.668396437316482,0.37006634473012,-0.908225441830235,-0.451328826131018,1.13407102419837,0.653602471380577,0.302224194021204,-0.40438877155023,-0.130158675228638,1.54011914110697,-0.76878599880271,-0.34677379809862,0.734342886099217,-0.114951553096454,-3.10537614689545,0.226206487974415,-2.44109554489174 +3.04339388501252,-0.749364001391015,-1.21175610196464,0.365725538126682,0.765011662505583,1.06920649741555,0.355047481816585,1.78373836817633,0.527724068153645,-0.565242912540924,-0.365192068239086,-1.03541836141149,0.296095851462715,0.347342571468568,-0.380483025945256,-0.171427869723975,1.20634333477061,0.879840473359524,-1.54952978360088,1.10160361304354,-0.467311509964835 +2.82019569130551,-0.0342802464846192,0.230984175661666,-0.507337343364111,0.326031563281781,0.389820956056115,-0.614548364498057,-0.160188995639305,0.590220256185541,0.267145685273202,-0.592724440919604,1.07665916207873,-0.646431154504759,-0.733574722349377,0.263746679074743,-1.0312506648791,-0.541408884748584,2.5272922923097,0.862635321627084,-0.178697427830411,0.889021554520633 +5.70178197208581,-2.97229677488889,0.218487388343272,1.10525732903156,0.225453361989257,-0.987864061540539,-0.336540302338712,0.870257266523777,0.961841445009423,0.425716080584035,1.04612452309449,0.168785026628694,0.649532432700326,1.3898597676038,-0.87853655015644,1.21943064951221,0.286566872384409,1.78921592930287,0.602172653709505,0.520079281757195,0.731507081020491 +8.4194147023517,0.69463032731849,-1.28428412033974,0.688319083348006,1.35814555689243,0.125179153807515,-1.06932732331899,-0.0524656669792547,3.27461416415429,0.546714019287385,0.211626451703729,0.976236078419702,0.896520311829778,-0.53196428170635,1.0573384647652,0.931749886238216,-0.597069809922677,-0.282086094669209,1.14475742225963,0.022005467350792,-0.561454046638263 +-8.94905938514545,0.730211688802803,-0.486506827272847,-0.223118916330101,-1.17453947973525,0.805901234643462,-1.74748819470866,0.329356673191208,0.141009507292219,-1.77200587934648,-1.54808493088711,-0.162442357104953,-1.17125846464884,-0.78780187739661,-1.13163601030062,0.883855537141324,-0.87709295515292,-0.527858736522338,0.222497805382619,-0.692437286069076,0.501947949757577 +-3.50049848039164,-1.13396678917255,1.65346511242034,-1.54981139501856,1.90072604038282,0.176996417588428,-0.723076769314454,-2.03610566545972,-0.50138364197344,-0.722331506686605,-0.894150167741902,-0.406265844964961,1.38494880145897,1.00785965522497,-1.41946705876153,0.815956460056803,0.402853505943573,1.81505089778592,-0.570368945412647,-0.333838326454629,-1.34418968389409 +0.250213742135361,-0.0564820964404213,-0.0768112292061457,0.679574149374187,-0.937262128520015,0.363948708603959,-0.306386451035862,-0.238934000529005,0.452927199533231,0.0549379479007739,1.18431222405049,0.795135430545147,-0.185722517662511,0.396172217220325,0.146226884342094,-0.168678554293778,0.70982993353948,-1.61433095087825,0.34118136163169,-0.568923581928258,-0.402828935274894 +-2.03541918176645,-0.258355701987367,-1.40119450613908,1.19611542732103,0.35324007497725,0.898827465620348,-0.49772062463672,-1.35740377372461,-1.66909456623692,0.491066222949906,-0.45258792944598,-0.118134712599012,1.4704410005683,-1.61745163777444,0.0734153613404657,-0.486679688693671,-0.220912794287861,0.199836018098263,1.79404744021316,-0.190754808360942,0.954371545059952 +3.80550069049471,-1.24876382771751,0.0471961457979828,1.46826530254157,0.494407813630034,0.907262224459347,-1.40367973929499,-0.561831969575242,0.46334057682239,-0.310605114534317,-1.26946735423468,1.76226734078417,1.88029640662134,-0.527296619186126,0.946933282940347,0.896931490136511,-1.98539100977249,0.613761852767933,0.774990881971471,-1.26879771383958,1.52460691989817 +0.0419042745056012,-0.103110580884247,0.211065203138829,-1.34271712174044,-1.58728356210768,0.0340282967829806,2.4174877871906,0.0875168162948608,-0.123759626171924,0.261846060729291,-0.210598794846152,-0.121944316025916,0.379466317998688,-0.631747780517231,-1.42206064578118,-0.738059628793343,1.7975022489771,1.2135311441477,1.16980429409078,-0.224070941604284,-0.786805412527633 +3.70203771651003,1.66919588438668,-1.08508901719787,-0.190138387005903,0.351468383836444,-0.290875251954558,1.48734214875145,0.113812663667109,-1.0181418640972,-1.04571312354277,-1.22951281682437,1.13266020958913,0.365670289651821,0.205106833099951,1.46538860796788,0.0735006271987685,0.801935548972313,-0.0458504957691381,-0.017081822082546,1.26426914004559,0.494931253589325 +1.36818728582894,-1.27800401212855,0.417459968971909,1.4994002950061,0.122072343269478,-0.15792605402255,1.3009167379602,0.28309253487677,1.58439679955147,1.65912595360245,-0.685659582530234,0.549337715385393,1.03152397597136,-1.0291942048891,0.219903006971233,-2.03530155982069,0.75248756015862,-0.519915132778311,-1.67444985567633,0.276120099725892,-1.78877008891495 +-3.33870688074901,0.745799344342215,-0.0474900688318991,0.58465047595949,-0.898200510676619,-1.10086177647375,-0.139150010199307,0.175741580433103,-0.393032181351304,0.840515058055179,-0.273546250097588,0.95848341977429,-1.08094713428684,0.121250847676176,-0.728877577324954,0.438972870475697,-1.14603771984887,-2.51213544254586,0.769080691257771,0.465478792403598,-0.446930221511657 +3.75226027591029,0.490087172795728,0.119040313760899,1.23277458368654,-1.47454968656771,-0.416134521837569,-0.381089919587363,0.604518277815717,-0.525838833196119,-0.34776536300564,-0.797982829812137,0.617032162045859,0.785945405297428,0.571974183566029,-0.0537795397178422,0.17699175682909,0.746837713429744,1.38075347231452,1.26808868914951,0.660844482008929,-1.23704942612048 +-1.13141733768186,-1.99670738675889,0.32731496432457,-0.317755025731346,-0.462118070654307,2.41716005389704,-0.493940339693581,0.0861928571339533,-2.13323148057617,-0.350833735137135,1.19033978784813,0.0221046868383373,-1.65580249426027,0.531744469692196,0.992562740833043,0.709025383175677,0.0501617041019378,0.34214135264038,1.60915291971895,-0.471689871147925,-0.822802494415365 +-2.85984553584302,-1.40883531700392,0.630310567498758,1.37229235907158,-0.251974154497594,-0.771535077714852,1.34906263664248,-0.625899738517908,0.768779591716332,-1.64820261793382,1.11125781259067,0.805165763237497,0.794797446368943,-2.62937599774493,1.27404662473405,-0.703419015826609,-0.21343685532018,-0.320808785878699,0.237364636179443,-0.237501963308168,-2.28167022205462 +-10.9757116864325,0.917845134523927,0.486303693246725,-0.548818784518712,0.525569669485477,-0.286821108525865,0.143424037361756,-3.41171290740574,-1.54703948054248,-2.15614583090261,-0.618571777380889,-0.812999886271615,0.414822366234307,-1.20097769503855,-0.621037231020644,-1.34830038610287,-0.790906679639779,-0.358834503095365,1.27074730851285,-1.59343633695799,-0.45269815257131 +0.512832047451369,-0.749480755434116,1.63498650237476,1.25242338546607,-0.131792338527228,-0.113908767402278,-0.0879795978738115,0.357963610001608,0.714699706020047,-0.0541368499054006,0.652066888155279,0.576200608125379,0.0566934799690688,-1.18259907020859,0.669800497417723,-0.168544830975858,-0.615711004492308,-2.14812826187327,-0.638138275564479,-0.219850077877872,0.0841709527224483 +0.98171420626045,-1.23843936852384,-0.19258035619236,1.32186447628598,0.297272608952326,-0.528609783868886,0.166062764814449,-0.639563109996653,0.17843636190712,0.0204404793510976,1.54075720692218,0.921377084595903,0.00794204891635414,-1.15439186981989,-0.599487747264206,1.02388069553535,1.16121269158492,0.481712140272805,-1.01491274060008,0.789554922594149,-1.20411602715415 +-6.74365490571476,1.6144484044437,1.70049534548573,-2.52027570405035,-0.455008861908259,0.821224052102227,0.162918631722656,0.20195925773745,0.819329850418194,0.512226969658693,-1.0561138885287,1.32502200354132,-1.53201181821041,-1.77646550089065,-2.08401389169485,-0.645811664571928,-1.50472785545308,-0.78556068688039,-1.14950467231567,0.213969084598158,0.304055626247481 +-1.19764852955174,-0.389374302909327,-0.545632700036767,0.757152403900504,0.861582596041897,-0.265270770231309,-0.0257224471404494,-0.300786978410071,0.691994522376154,1.18853769901559,-1.08348982553849,0.421621368595629,-0.0267299498067742,0.0717190209409545,0.599334653426672,0.706775277196009,-1.44762432328202,-0.97016878679259,-0.502302956490083,0.515298899256813,-0.0200937564185649 +-4.02911487520479,0.263419746462831,0.448893338882351,0.504588639353313,0.38215988884863,1.61794907592036,0.0098578362695154,0.3679335240099,-0.347659884218463,1.19815279596186,-0.905957580841463,0.378333449596377,-0.856457189424425,-0.782509892437536,-1.34145070523099,-1.36245979404517,-0.233601951608286,-0.274993402790989,-0.566324949405406,-0.851101744411716,-0.543721443371932 +1.53614489465158,-0.20252164798064,0.742233542380817,-0.920000869781503,0.295897692453563,0.526926395052888,-1.47889714873327,0.942931002277786,0.669096505531095,-0.666925872610793,1.35573879042344,0.268722681352307,0.684793519195947,1.62292312903091,0.238112650306929,-0.4544203062633,-1.7841701935088,-0.155450895281082,-1.04505622346885,0.291705009925698,-0.147896377312385 +-5.33957946100807,1.05768891304478,-1.63875262842157,-0.961137220617567,1.04734376781547,0.456063743955107,0.543056796919826,-0.489102468074997,-1.85408565459381,-0.589899143612268,0.0812128774780151,0.787229608294977,1.48715936872744,-1.29206247701708,-0.386898359020751,-0.183402818368859,-0.371674702790094,-0.118336871003425,-1.84095678435387,0.815053617966837,-1.82096822523583 +0.0257545115483833,0.261897335019092,-1.12257726347349,-1.35102302680873,-0.928909092863884,0.628682412369554,1.27750365027755,0.614904028391808,0.910322547872358,1.25089883045145,-1.45053388535367,-0.324090837167355,1.87586254562303,0.0624538812317644,-0.208436725996917,0.336859599568405,-1.39924944999442,-1.17014914822703,-0.311675540172609,0.61260800875173,-0.338924515858915 +-3.57877354772333,0.107699062836372,0.120398500037322,-1.70988419303114,-0.857167340981571,0.281882406491307,0.628854330970326,-0.317921321955566,-0.183386696054013,0.069226067524648,2.34426957119876,2.15381050770096,0.571576328098198,-0.355915319375043,0.588391418063334,-1.40327537317903,-0.935626623045249,-0.700699951328364,-0.912335211925225,-0.684207524567427,-1.83165879245722 +-0.380543712239151,0.83092160102577,-0.255124402094436,0.122339911578665,0.396590559693129,1.59193467117967,-0.725551901355168,-1.58146378277732,1.8095964536446,-0.293281899640087,-0.520124182753433,1.24436990795135,0.910664997322711,0.274043450618737,0.284998053481877,-1.05595367764798,-0.890824061567665,0.597467478789752,0.0830158820999381,-0.1937949177247,-1.39439230859017 +-9.04983825527117,0.86127447440696,-0.936467757705526,0.428282277769607,-1.12923040303921,-0.272885472385287,-0.783703458889205,-0.0672229802632745,0.399087089376976,-0.989952079044984,-0.750221049998215,0.110749057429619,0.624551877529877,-0.825973513987436,-2.38002841173086,-0.913179057726663,-0.190356127918441,-2.12257147644352,-0.601369942000799,0.645740424670703,0.514853534837634 +1.80132517625453,0.330309251687885,-0.810178525682009,-0.515468107959325,0.300367058261104,-0.562841911388905,-0.304559597947507,0.169852218559441,0.900569458937082,1.04373806763002,2.04905140858676,-1.93689180317749,-0.205307721856149,1.48318743422911,-1.00155920640907,0.583011698756622,-0.297618250944868,1.28516999082377,-0.125506362134322,0.192780169482317,1.21239314085723 +4.57525377242856,1.08996243416515,-0.674210348762203,0.107596886163619,-0.716400971234028,-0.376618268067181,-2.32767751033326,0.00900062150301953,-1.16121539848427,-0.0701340524013984,1.08363198596078,0.0413359640180164,-0.818932994952282,3.16897090631487,1.58833812007871,-0.0657971319237439,1.56624802321261,1.64305794153005,0.873156615961254,-0.0756691255085306,-0.28715363877616 +2.01822035683055,0.598788527130083,0.850995542562607,-0.383510705911195,0.0809784199055924,2.09345671720957,-0.345487172973779,-1.10518660394115,-1.10683618529411,0.170404285390343,0.238592293518224,-0.267072742867814,-0.43929929846774,0.916622294855339,-0.26218022173696,1.34776870797041,-0.599627527543278,1.61240421852712,-0.572160362296427,-0.10460062341144,-1.61693725568637 +-1.52273443859756,0.497042617000752,-0.37910828098987,0.607575489574804,0.370138747339361,1.93878829630001,0.638899628488046,-1.44985436603574,0.536309511111588,0.445681914549873,-0.183165720489194,-0.0937707919716538,-0.16268512220364,-1.38918004781653,1.70183167973498,-0.77304192363534,0.00634328587547582,0.132004374123489,-0.70578197896047,-0.214248648383303,-0.978303603505471 +-3.90681243256036,-0.458069801278381,0.135408111822376,0.121773762927769,-1.28565370039294,0.383011109630966,-0.645418365146593,2.38521000284268,-1.16547062716523,-1.04595428131473,0.545037609729569,-0.771574113917084,-0.326578127616284,-0.752789629246933,0.311009048813581,-0.392099565878689,-0.544873112761744,0.125982912398601,-1.21851360873217,0.564174629145666,0.380888185330342 +7.88098011427099,0.917465292392433,1.1796621360082,0.196835561835638,0.151347198161157,-0.134472730626276,0.372628567569143,-0.594623239505872,0.240069244648013,0.4065467284589,-0.571464708978127,1.65663750672519,1.26289895758709,1.25336191119056,0.551655751182124,-0.283248711133154,0.0921270729960365,-0.184393767011719,0.154806633791489,0.408938093810439,0.674751791994243 +3.59232339840687,-0.410338311347776,0.86228191133818,0.164349351645169,0.7512459788362,0.401605883925119,-2.08837639402375,1.06110330201206,0.483863990715705,-0.587738891197501,-1.07844625475825,-1.10804127967441,-0.0327668408090159,0.971935510126238,-0.236429337469072,1.20110194114552,-0.525258795697675,0.867893710505765,-0.0134580141323715,-0.514034356275418,1.55539994282147 +-1.47663224527039,-0.826102840033129,0.986457070856241,1.12150981525455,-0.0600992266528244,-0.432121638178955,-1.34332201079896,0.284583143774947,1.00050010596062,-0.443709452456019,0.269454009127441,-1.07175708515067,-1.23956157722583,0.866445773778944,-1.53894735995422,-0.819366595213536,0.783150313343648,1.60725360042456,0.91331624020574,-0.477821447333552,0.716428499536812 +5.42022428451588,0.0458334373317726,1.12786455207761,1.36907349631239,0.591571986171447,1.77907745411468,0.447816603859033,-0.358858565418551,0.031686306806266,0.157872012420534,0.715970259779801,0.602334883781799,-1.75548978779447,-0.175614823473462,0.562593836685477,0.546927553304169,0.47252260402804,-0.000861543078075706,0.224547226949773,-0.293619973553195,0.0528382938179317 +-11.0209363322144,0.0249622809655955,0.677698623921592,-0.974388549051939,-1.28181547114964,-0.0837772682854027,-0.017430560697295,-0.73501395244075,-0.186084284891281,-0.283757461845541,1.48263095962192,-0.933605349316075,-0.62538872376484,-1.49462997824463,-0.77926170642884,-1.18973334262641,-0.6087490585747,-1.56458266142023,-2.2134846964077,0.438677086089637,-1.11127966066143 +0.494161822697585,-0.895038720605476,0.912517304428198,-1.21589001959707,0.291381592997041,0.504175716899907,0.141398038841339,1.69846769488273,1.47020746663916,0.0454086106629078,0.556294220339173,-0.523092088186136,-0.286791402792896,0.548284584947838,-0.536991931637244,-0.127093707006724,-1.07362257949442,-0.224252662710512,0.496463246301542,0.197535642877233,-0.520094707903405 +-3.45013012973639,-0.648991738684801,1.09002583964534,-0.285336644530349,-0.873370571821568,-1.70302869286666,1.54314235195626,0.369434348142294,1.41868075131745,-0.897182801458878,0.23158865073529,-0.484791535898838,-1.28525815776212,0.0500997979255456,-0.631802334439808,0.415687585675235,0.110839583928398,0.808964744940366,-1.35306374683996,-1.14997775183789,-0.35421237422813 +6.12291024813457,-0.554713238195959,0.81112481373771,-0.333820487832657,0.935514578974887,-1.00055038319796,1.48487277921928,-0.457208353718796,-0.14294055278528,0.564538077372368,-0.712198153355398,0.257789324168595,-0.225419678357046,-0.745632198525878,0.499651873527212,1.92779944676553,0.7230264265222,-0.489039639832384,1.61924183889454,-1.28868427505158,0.877995585621431 +-2.96230342766999,-1.05154685106784,0.334053787982047,1.12983300889556,-0.168994338986995,1.42551716054402,-1.67818197603795,0.531459921993198,0.321219307125015,-0.603619304730682,0.176007891494377,0.49747874065146,-1.20644615129018,0.831849210021929,-2.74224652506744,0.335923869240253,-0.872543093579682,-1.59221936528793,1.70411198208809,-0.3017663001389,-1.0364303131748 +-0.295629224284428,-0.103330413021971,-0.786101940707227,0.267455280004858,0.92477834392763,-1.30249136608001,-0.288230936440615,1.89605317770468,1.52269591935916,-1.90485026443429,1.18593306221024,0.441827567969067,-0.552472006014418,-0.265000089956979,-0.757379513253183,-1.23817573478869,0.224270755772195,1.51332196821905,0.814785410641079,-1.73505318932614,0.783121379343098 +7.33538876206459,-1.43444270083291,1.42492094564972,-0.000100129239080431,0.102997686005285,1.2546313035112,1.41082249855635,1.64861799641591,1.40393907350602,-0.237940883904313,-1.0556573931232,-1.14667413956871,0.794399793393684,-0.278573961187842,1.16627524940005,0.745046132607852,-1.72225065714082,1.17839079967144,-0.356567452104095,0.153135334149767,1.265672521043 +1.56825282653432,-1.38061851977366,-0.0794358457971349,0.0121465697533807,0.559947880366396,0.203616421681043,0.023633859683233,-0.796947958717497,0.81439928674477,0.116013471341979,-0.788270243649067,1.32963179245767,-0.493191770657357,-1.78787725639493,-0.383505152642926,1.04340890392264,0.190236779611608,0.195426735462128,1.01785841030493,0.652097868070764,0.316738295808778 +-6.7360350735041,-1.49939252899851,1.50983134294386,-0.130833653823445,-0.303228677531886,1.90822321285656,-0.282841466653377,-2.08602203450777,-2.65684749840591,-0.023705227371465,-0.491358941799053,0.662152635307122,-1.71195260783674,-0.741752139489754,-0.465198957037601,-0.645658156658709,0.441237664966602,0.595149189333082,0.499471512369794,-1.55116245166961,-0.649311339098754 +-3.33324415286056,0.0220188600665074,1.02888945741908,-1.26079784333047,0.337534996676406,-0.718745005879694,0.720277708366852,0.22815035769607,0.0547685822897487,-2.56607890617304,-0.840142021988083,-0.117356703389214,0.142740282877695,-0.269608124170744,-0.810101274647286,-1.51247225648462,1.65887608300826,-0.634323523073037,0.749557267201053,-1.06520966324016,2.37947097682328 +-7.41572618852277,0.0999637218155769,0.748847647935484,-2.18757928622902,-0.60894124754475,-0.626997731636482,0.295679603413273,0.333053279621649,-0.167988970893126,-1.59486337716705,0.89392806900267,-0.66388215854778,-0.790157394851516,-0.594105254714371,0.193272865720311,0.00763865959037493,-1.80671120579755,1.02611789666132,-0.86312205209135,-0.259768537933968,0.184225134776456 +10.414401270296,-0.115120629722453,2.49253474681187,0.774818413933667,0.728657978067186,-0.222715734296994,-0.567203436638442,-0.821957484292158,-0.471956604942001,0.734229098826208,-0.262585550747684,2.56951155351756,0.62339790203221,0.2197100746061,1.20860501425091,-0.142206832295079,2.92010383282382,-0.435693277310198,1.37048822223602,-0.487283334987266,-0.759601838149644 +-1.56204078414562,-0.401538807587946,2.89540799998571,-1.07453349552185,-0.202055805165657,0.781416553839357,-1.77274245177429,-0.0289782928346445,-1.7727767928909,1.12081283531603,-0.0905425923184872,-1.48163902537065,-0.118218773996145,0.343317707143703,1.15467757730052,-0.589172796553334,0.0914790151328207,-0.364339153728401,2.23165812064564,-0.838714165299163,-1.16055051260738 +2.93204521310724,2.34462340773858,0.118815469185221,-0.44027933076045,0.0629587075679399,0.00362253426585638,0.623219968435563,0.033613379920149,0.934619991386182,-0.0945727823215078,0.329996457055555,0.345875843916018,-1.66090145401142,0.453072644522314,1.12695505157926,-1.48283042410465,-0.212015513943313,-0.778150676721015,0.213798027965412,0.243452132133518,0.0308636122329333 +0.536316231584478,-0.97721684159472,-0.116214376645272,-0.897813542756194,-0.0772439883381122,0.614593793001591,-1.31707868536265,-0.653649447815346,1.25470715036198,-0.879550657863608,-0.303135060140406,0.305095890976453,-0.756452525260995,-2.01049531150892,1.96908150584416,1.32988588335042,1.08110872271006,0.0985537795883503,0.210028842044986,1.37257382936901,1.39527978735626 +9.76981398114225,0.897231770683923,0.0255618173644014,2.24475299781762,0.190306717151568,-0.112685577958582,0.087378830292987,0.281816808398046,-0.361832572477145,2.16882296624592,-0.38184532660411,0.034206479351716,2.37981388829427,-1.70190389764725,-0.0496077321417917,0.876163405260742,1.30814843124455,1.0062037731868,0.364235484580549,0.0705829321469877,0.659083292970734 +8.22461018525077,-0.0917422928021603,0.949814243530791,0.923551368515364,0.4498953494673,0.703400438701567,2.34418397148691,0.717584329985082,0.613837261964567,0.620810376264627,-0.571365927762711,0.348410884355862,-0.871229502255895,-1.11294763418213,0.943639858372655,0.375388321655387,-0.401739345367725,2.26080518935559,0.363225896864861,0.308358120854243,0.273091106125949 +8.8666061941854,-0.316511372843731,1.00968615102136,-0.35487737430948,-0.166067012302992,-0.742243769620338,1.78758841205958,0.637744699664563,0.659230142277109,0.850867710788661,2.02781666206999,-0.204512943138648,-0.275668298708016,1.85854195791497,1.72672584055745,-1.34465734314849,-0.346003825203194,-0.351300002942726,0.839761241817955,-0.22044601013617,2.0587420486911 +4.35134676534414,-1.40289473916771,-0.783261736768549,0.680335117772155,1.38175476054716,-0.0331372995121021,-0.634925072760986,2.23478347284323,-0.167701552878039,0.773484962284017,-0.595990102979772,0.845110289342048,-1.85121450661909,1.54787967843696,1.4318651885274,-0.18394854860316,-1.65209223859033,0.762125768436288,-0.973204839383232,2.04938530495719,-0.102112238129002 +8.08420410420662,-0.154593922358847,0.147022752554769,-0.477215260605373,1.00942853006332,0.368497097164696,1.20194312463778,0.642543253927417,0.194049647695676,0.566816340902199,0.868872122391835,0.618411150830636,-0.737153129960448,0.0678580209094472,0.102683791742554,0.859631180415217,1.57676486462903,-0.650396876376447,0.911920939658429,0.969312460348041,0.333409929622647 +3.99969869853345,0.641791290227367,0.535951557383192,-0.864350733429501,-0.0989467802345823,-0.326375189616315,-0.564206838227939,0.730568191212168,0.646604468997644,0.964969412715895,1.02940335159754,0.134501381241715,-0.877327446706604,0.216334710449533,0.467622169865965,0.887402064756965,0.828353423641178,0.436142756877922,2.31978928426426,-0.0898733453340158,-1.28336845676604 +-4.45018636292918,-1.4061189523295,0.541075885508582,-0.712881340313858,-1.96004047918307,1.00887963877936,0.6346227011426,0.910107693422295,0.912728801467623,-0.153740557039124,-0.982629628296133,-0.898047971317345,-0.165718003799878,0.177833033673905,-0.660557293583638,0.618630532535305,-2.10654367463842,0.062656670782482,-0.075661796785339,-0.676622796327924,0.453891561511916 +-8.38483615707105,-0.888763510078909,0.527250812513727,-0.491426381751451,-0.313136915610296,-0.580102049259291,-0.0308869328994168,0.857700345049007,-2.02246096459752,0.552350350940501,-0.611916370219677,-1.61519778399857,0.305179799821189,-0.277035676316976,-0.686416814436431,0.0131659597930324,-0.539255506542353,0.268834722099354,-0.543722762731129,-0.453670129198219,-1.69232604484467 +2.57630341898493,0.119647434288857,0.975021761964616,-0.572305231628485,0.281742907002658,0.149442445052523,0.222257256330995,0.102036127071844,-0.631072047687964,-1.33084294044943,0.363179647848282,0.419242965069309,0.70008147502057,1.19998276237143,-0.218459195867213,1.48226157403113,1.546362760345,1.45299263876002,-2.20213210558812,-1.0183506391919,-0.1086184223803 +-4.98484310310567,0.925436128541132,-1.83174812997153,0.820641575573102,1.30952924861388,-0.00642091699175374,-1.566882825351,0.0124640322186521,0.15373506988327,1.09108122049518,0.877709325414414,0.268532252082003,-0.306467430388918,-0.311117853271124,-0.30393330369275,-0.74474273568738,-1.72507313608697,-1.59973473910771,-0.229716114761284,-1.15881706170434,-0.654034514403554 +6.04507987612501,-0.680326922509986,0.00102992692990858,1.58854997347241,0.222397817665319,0.239074735276669,0.429035685381814,0.221311030764198,1.8431506010873,1.23621702335653,0.107851975326653,-0.0924665548407025,0.067533122117306,1.5996646143979,-0.16235690411634,1.4278668451523,-1.47123036766166,-0.386569435525587,-0.445342897607757,-0.462602580631503,0.91380637928761 +6.54042459177101,-0.129415110209151,2.04119652123868,0.714093633644709,0.160903324898235,0.666149681873984,0.386776042124061,1.2631442409842,-0.397597148594967,-0.788638887048749,0.388935538527549,-0.549989353413961,-0.754218787332487,0.408617279561681,0.911268856134912,0.434320223448099,1.14036256327149,0.683176858581071,0.503750756594205,-0.543308057887774,0.144690059448868 +4.70296772141517,0.125415219451187,-0.608003857900996,1.55850688318099,0.0175985362988109,1.28002515622404,-2.20579849739229,0.325308798578797,0.323726857420161,-0.306311323001749,1.11547204303045,-0.722248839320349,0.927825064345621,-2.58148194579918,0.646823764218421,1.38406757028582,0.910745989098053,0.443651689549695,1.77994179119918,0.785823886961304,0.00293918544700307 +-6.99550245020597,-0.211041269913105,-0.132454454841066,-0.989805712217935,0.57327201562316,0.843244259354158,0.877717818443251,0.862862141755141,0.495759468487277,-1.19853097005186,1.51484701888802,-1.94056939361834,-0.54953622974688,-0.593584933987683,-1.46429662078822,-0.258331240760339,-1.40276354780735,0.465197292182887,-1.55580035414714,-0.802734680336918,-0.259143602044325 +-1.63178735490053,0.871376775844302,-1.67290578446345,-0.952168275577623,0.830688343590288,1.64028559328909,-1.14591713183645,1.27305335553431,1.05689222807342,-0.798355707526798,-0.43380346426897,-1.32093793309686,-0.0788875090991207,-0.824577928551875,-0.289422003661026,0.0667035161546928,-0.204653612818732,0.0362925082773419,1.63881713960257,-0.317930045338476,-0.165885847178222 +-0.488044059780227,1.55868046149332,-2.21211942821795,-1.88096659909568,0.881834514470761,1.83309945575166,-0.385505227330592,-0.824281871402632,-0.207154825576087,0.510948327481151,0.197036517148692,0.388161802853124,-0.00121677381037535,2.64310783868122,-0.428746737739531,0.106470335462404,-2.37877725871231,-0.725673856757502,-1.59992888064147,0.776868746387467,0.657949346216832 +-3.92622553190048,0.218188257013985,-1.85626452740628,1.33114562047573,-0.12230365559228,-0.407660466797471,0.104138876019817,-0.162626100753711,1.56084786761523,-1.94956665234785,0.320643105044123,-1.11346358228364,-0.887757141409708,0.651326565018802,0.451516533495763,0.229589521239675,-0.0258870718456344,-1.08163110228696,-0.192174092867995,-1.27490089894895,0.462800791815778 +1.07250355101883,0.406154741424709,1.68599823702789,-0.0976730189620641,2.11527726068742,-0.282086939760139,-1.09770573050629,0.102116868626579,0.931225115128632,0.235149430914449,0.378772160815526,-0.447620439663688,-0.861958921384494,-0.243569462108433,-1.29580997892033,0.440046287282894,-0.459839484903813,0.845376353690429,1.67541208474503,-0.82391648186112,-1.70915747647971 +2.08551796964533,-0.258207352260575,-0.516611365642717,0.123658720449428,-0.566772817157558,1.03024677068427,1.44438089228398,1.11002515786067,0.387825837189512,-1.67344412175407,1.17923365364804,0.686437368397858,0.558545105229681,-0.865167797153144,-0.618668112264226,-2.2912104178528,-1.56297887425719,0.214868161566686,1.23412323031059,0.0173307614768449,2.77080903186212 +-0.381684513390933,0.885284098931834,0.346894720936925,0.702664283727725,0.68929600520757,0.952067321784183,-1.78630037142761,-1.8403283057607,-1.26266071532356,2.39088113940607,-0.383642546012922,-0.45527174494128,-0.249596233260805,1.67894018102986,0.565171849647055,-0.467294080830907,0.518614915953344,-1.58669474715403,-0.925620283125808,1.20328498924496,-0.866186663704974 +-6.7558182387558,0.55852862944432,-0.595041693175687,-0.331853247909114,1.2367073213252,-0.733609277944208,-0.135509729599257,-2.15395737887674,-0.0800410601392585,0.305807654406022,-0.463523430753066,-0.567409423268577,-0.0755703398900468,0.80769126430152,0.38445437575005,-0.789228159939079,-0.448270125094448,0.531048077274809,-3.23964362330724,-0.608812149103707,-0.733865302563044 +2.92758816261279,0.181784421595211,-0.518177671950327,0.441469954978578,1.56349017068351,1.08925483776115,-0.119258603384166,-0.0397282491917016,-1.44506337335153,0.309447489441355,-1.70132649597984,0.818032418661978,0.537953624455915,0.732152319645118,-0.774362483560057,-0.45656986405911,1.75419887730794,-0.576194835321017,0.555620809968262,0.462681835824316,0.0284655406032709 +7.77926092571448,1.44813615447386,1.67609454359912,-1.00702311105249,-0.0216011123034717,-1.39166903296169,1.77580461682614,-1.10607412073537,1.16951200514132,0.466530178795505,1.32913441151638,-0.454231987244373,1.07404038040847,-0.180278219464089,0.413491816969826,0.465323338969193,-0.0861341581767159,0.650406866682684,0.49805205383932,-0.0993535603016529,0.763232959559785 +0.165716728575185,0.373202909405496,-0.703816739861415,-0.779179408603793,2.0865868874884,0.554636974106113,-1.69863570903182,0.962931156612498,0.218732157912575,-1.70981941657797,2.78274176629421,0.913390284457144,-1.37363570152426,-1.62190161740863,0.950905024240406,-0.408958838222201,0.228809414957576,-0.0120493105220457,-0.216053926255413,0.891633644526198,-2.08706584191647 +-2.09745668788995,-0.395050887824348,-0.395700570180243,0.43146524308624,0.599806907996123,-0.769142728458998,-0.051204513829514,-1.85550518078234,1.04054293994403,-1.1325923796288,1.25027434756734,-1.86445841143037,-0.496959368020493,-0.306624270357163,1.41383250592512,-1.02247713164009,1.43378900010274,0.48399640761108,0.351691009379597,0.72895064732664,-1.21241687774877 +-0.090702736393416,-0.477529400114822,-0.226560576528429,0.468727916860159,0.236614305355204,-0.0620503943868234,-1.27326271217516,1.7441302829454,-0.425226784324438,-0.373505411792382,1.55830472840632,-0.266613115487255,1.26550042528008,0.447090551198248,-0.950446217471179,-0.049108587344063,0.0679049368817443,-1.38463189494785,0.836624766738279,-0.836172938465639,-0.0387765671026204 +9.53951697510194,-0.162994019176013,1.3709656741079,1.45647210276154,-0.517982795565355,0.98593384777306,0.911863072461862,0.877659262893201,0.856547457299613,-2.66498529267794,0.18358014860924,0.224424011802209,-0.296175721121568,0.217083008037752,1.26904729118819,0.287640417616954,1.64513601864163,1.16906332178289,1.28074916053737,0.352190016116164,-0.279817815709611 +0.427281756654392,-0.189010424616563,0.293418977993193,1.09826171695574,-1.60691004138755,-0.383568541529667,1.38308579518102,-1.5003625415186,1.62017266802823,-0.114510307507225,1.45781732457555,0.0380993355267979,0.73863205995608,0.279750196634164,0.268000139669872,0.619485576981585,-1.83847204195054,-1.46448750568331,-1.59725732612985,0.782217426537828,0.378975562930513 +-4.26325145644187,0.181362697787935,-1.90077532742487,0.41199232929008,-1.09775688484583,-1.71245466994228,-1.10999101625049,0.257697617839041,-0.332792335037266,-0.111587231968742,-0.562005665264218,0.953086235084882,-0.8571825443035,0.689261720534799,-0.955468891050382,1.33019522173221,-0.744981196668933,-0.726316654793353,-0.532869192375667,-0.208539828005019,1.66529706016972 +0.0478692191823788,0.826168751637934,0.101846456835372,-0.189522345586254,1.63487116363003,-1.16356245506623,-2.38585377978495,-0.304310024196664,0.0269297693924382,0.238250755151142,-0.0777980709111395,-0.953550072187719,0.0940088136658674,1.07324646170976,-0.930091375444081,0.742946467887153,0.0599817403379228,0.42731554341655,-0.362521313266795,0.443701107121007,0.595958790813311 +-3.94311286921823,0.394415688175431,-0.866594595047048,-0.12465150294909,-0.220110006819345,-1.41667671144841,-1.42244414786887,-0.539958431971985,0.338982544541465,0.597181312034962,-0.978480731174578,0.0719985446630587,0.994345904320163,-0.21671774214118,-1.21878051838512,0.161376044019254,0.0757922959617564,1.3160994273878,-0.553819705727347,0.905859185041652,-0.701556289568436 +3.17345667660339,0.738584940739914,-0.32773462348976,0.245750761488618,-1.23439361729368,0.503957974879958,-1.24024452937406,-0.946749250743689,-0.26971698898589,1.54240614646826,0.61897310763197,-0.319784504173158,1.43016600053269,0.803898310918137,1.50360381402964,-1.62498523094092,1.64934086244832,-1.08063910005278,0.800781772799351,0.127326130328997,0.419260117799182 +-3.58946762802215,-0.271130221378117,0.111967038946204,-2.11153349728282,0.203381780212648,0.89508559314862,-0.903474602015729,0.432627407921074,-0.14514396426212,-0.376164673229662,-0.564811074860049,0.220864272686095,-0.190001392686674,0.353333692411663,1.1955922525274,-0.233077102310194,1.80243693655105,-1.6815898797282,0.0580822258855136,-1.35716078424641,-1.13457193599329 +0.0148263002726662,-0.0615910730801333,0.307741326832374,0.411917247904217,-2.15415322738541,1.41350138674168,-1.29250890436429,0.665202739845549,0.104046430181066,0.823778480140619,0.394160934045272,-0.621401377384878,-0.107103176818669,0.433454776181929,0.801971402302182,-0.273164229816763,0.512158648524144,-0.663550049145749,-0.339882380872508,-0.00344638581961825,-0.336655920278818 +6.2537043262725,0.849435367681747,0.309502372026497,0.255451615205277,0.382704292497922,0.594449990802375,-0.06017357807706,0.421138247366173,1.23367119631329,0.587663506672144,0.479296729768312,0.441027099485183,-0.733794892483937,0.365220202870526,0.667342842423717,0.336561648755922,-0.295848814120354,0.468296112777396,-0.183942197235109,-0.606779571821781,0.00507283040799378 +-2.88049138703196,-1.20822916234186,-0.699966088751455,0.988340719011615,-0.421393905959022,-0.19298843153856,0.537995924736426,-0.937391825273597,-0.106099820206121,0.854895549703278,0.505193386965455,1.15645599125882,-0.455878251405579,2.01173365206829,-0.763962264025654,-0.53603028247204,0.28800350064646,-1.43685253777235,-2.15026599706949,-0.19625502573913,0.280210460423633 +0.599422127149567,1.05770204309892,0.704041942593802,-0.552223728213919,-2.22500562574558,-0.834377834787147,0.306067447168956,0.471645933599676,1.02746029562029,-1.62767493798533,1.01865954566852,1.731565860809,-0.225145721156608,-1.61812092635458,0.44677902528644,0.00716813687773099,-0.434695070686062,-0.0599212453620239,0.582696944648813,-0.252427958551229,-0.0549762650008068 +-5.90630249387722,2.37434402382518,-0.5992260728523,0.211893854112598,-1.25176202897497,-0.713880608018814,-1.3381812129718,0.174936661804947,0.0716262178122938,-0.374935007492202,-0.132331853585463,0.292819999871511,0.621353964637678,-1.88032705789853,-0.174619488396487,-1.90033968676962,1.12865483004735,0.580676823159829,-1.23683501986693,1.31832095534232,-2.41213345482493 +1.08673970186596,-0.400247424395949,0.0073676597032567,-1.67791580864399,-0.663218970236137,1.97054020257277,1.61590766665444,0.373407446545517,0.652643779898621,1.48005544692417,-0.75477953958245,0.154140108437376,-1.83230685027652,-0.557972808089003,-0.0881891799174652,-2.39590519136058,0.399801680221573,1.47700924724395,0.485715547139062,0.872254367573426,0.240757860480156 +7.78619121321269,0.991615872141664,1.6884824087833,-0.299299735400881,0.165200040299633,0.344050357998253,1.67142721420605,-0.173532831174376,1.00695045762809,-1.73556678922879,-0.405797753051945,-1.08880624997192,0.685009416672641,-0.473669786366003,2.07083071371804,-0.526113367386413,0.900092416399671,0.367198770877956,-0.0974170045135246,1.0472065009006,0.601676478264094 +-3.85237966493473,0.96347780243364,-0.115829617162155,-0.750500779086421,0.518482167277581,-0.796774021435993,-0.81017826910295,-1.03166390503934,-0.398217328363092,-0.922391602971771,1.99546495765732,-1.19099535671067,-0.175060000029214,-0.328116775600111,0.813808214044239,-0.872467077307621,-2.29334352227578,-0.143580212222724,-0.485463149719903,2.60483148059687,0.751540689716219 +2.07720663436715,0.0996929345932235,1.35518791883879,1.18851678846658,0.290735709307773,0.591950351944631,-0.558876581121911,-0.644261021216776,0.694683359588425,1.01380892206937,0.309887952514253,-0.890774938826109,-0.0914645603851255,-0.0611134840456147,0.127146860346505,-0.0301545847501842,-0.00714021471038479,-1.46759815507884,0.366189452270645,-0.659855205679167,0.897706953455709 +1.37258438106939,-0.652902175093443,-0.175417780312127,0.564488158080227,0.400940364779198,-0.818457535415254,0.54461300295902,-0.469677469200392,0.128535988219259,-0.491651442361844,-0.487515388789049,0.741803470472267,0.107069499042269,-1.53432868007978,-1.61957106491339,0.97500463385015,-0.0319511435256783,-0.0234295628956568,1.56764611043319,0.274876254116025,2.45271888123327 +6.96291312284055,-1.36200462828798,1.32283928374553,0.688092440251713,1.13112975989554,0.656508285977976,-0.981409299615098,0.178858364270414,-0.945371608380491,-1.59270575779104,2.65327875087433,0.64208000774352,-1.00567634947799,0.153706261775564,2.16965073908619,0.689483762368047,1.85589317980674,0.151293601173905,0.980447551275144,-0.96377194584015,0.548978348388463 +-4.65135746964454,0.453020251710901,1.23765953954365,0.127382762096654,-0.592778627745766,0.532536637194174,-0.430302096175837,-1.11750585090263,-1.13056716166508,0.0759819821286309,0.0220660751943279,-1.04354152962036,1.13736718023914,1.53727175364636,-1.64620640316414,-0.000911428365040458,-2.08401563621308,0.873047293455568,-0.22312177467426,-0.339551752969412,-1.46218313965718 +4.5038428212191,0.0108077018899916,0.305952292662756,-0.854676604688039,1.6961910648549,0.783999090075236,-0.314038131178062,-1.14524619330257,0.349356709874737,1.28461739181425,-2.09768283586438,0.857760544190703,0.55595972453561,0.330843336903765,0.235071653980045,0.506493114970702,1.29289223591986,0.615009082964475,-0.780658245470565,0.403227085881481,-0.459005915023134 +-4.51781668057819,-1.02349672317328,-0.726159691484907,-1.05546828096314,-1.81258764348342,-1.08298412295817,0.551053583454629,-1.09251313261645,0.633557867848753,0.70060685015864,1.95379489370184,1.68732684797586,-0.508073028550084,-0.944717186232678,-0.176090297989889,-0.750468670752628,-0.856248597268049,-0.48969465263497,0.808654546503302,-0.658263631167902,1.68640415846373 +1.40918085746209,-1.61591997098662,0.494157562931768,1.53619212883894,-1.03120550057524,0.000899077642719065,0.981339789221076,-1.57362376948745,-0.00576884887927352,0.596636394902256,-0.13336412528304,1.3061253471124,-0.185005772419221,0.843953646086096,-0.752680900362697,0.885880895950961,0.594557988043181,-1.5795902872169,-0.192447566593319,0.215995252389882,-0.0525204504651472 +1.17569074929443,-0.861437120578862,0.512112995861885,-0.186889543729788,1.98327686881628,-1.57160340736134,-0.142485842407735,0.513008589167526,0.0283419422517927,-1.64540383271059,0.566348356828777,-1.09336567448263,-1.25771878868378,-0.0591673226000787,0.636868921759219,0.225058219424418,-0.202027942203294,0.666367023001433,1.18948455912269,0.920659190281569,-0.127561222812658 +4.67799255999015,0.865796963852413,-0.650317271223294,0.253993954521938,-0.267699874786521,-1.27675092859232,-0.37181185422966,0.997238741074027,1.71652526643044,0.27287560271412,-0.610007295172338,0.681679468541999,0.3269837877213,2.21427632594416,-1.40771820612931,0.0572406932027145,0.719612186842799,0.507322249714706,-0.189282838497886,-0.00724946042775965,-0.209298971247732 +-5.12558609463777,-1.00915721783396,-0.095966123520844,0.679878861627742,0.688964009112967,0.148010171327885,-1.39064487973149,-0.417485709518546,-1.79898236720096,-0.160109861653932,-0.574833922318093,-0.772570470126887,1.06380434666401,1.13253385162824,-0.124504921491428,1.04040716658719,-0.0605837004626271,1.41548286935898,-1.22920503791949,-0.490498539543329,-2.49776822710482 +0.594238825748165,-0.135748076591087,-0.579156267128621,-1.61380483261684,-0.426988153630371,0.143707797830166,0.0161830326523009,0.398324921298028,1.63029715083832,-0.162883836476602,0.0572723576979458,-1.26988968115875,3.41154725441813,-1.37985902520484,1.56985585560882,0.0692986099054777,0.925050897909387,-1.24929445087132,0.677226963430016,0.10597659787975,-0.122810864596964 +-1.17789663442852,0.574337010641327,-0.784503524049779,-0.521101370871213,-1.38117855583452,-0.142067145513277,1.27282439650586,0.673877221551214,0.208620186748846,-0.502585794500793,0.40730932559967,-0.624694123677742,0.141956307807603,0.756249056909969,-0.564893964901375,0.320613267270813,-1.75331652611183,0.702074486971128,-0.206210833242064,1.049246685761,-1.56418472360461 +-8.85603614181561,-2.39782906858187,0.228911942349964,-1.45889122660171,-0.911376391553503,0.151979942514842,-0.533008492681778,-1.65451694886652,0.883224157181774,-1.3496695486101,0.392433887304788,-1.50062846330188,0.144285677262855,1.25522290288886,0.153794698836718,0.151452333372533,-0.666653961228743,-0.321247544541892,-1.11586339336407,-1.11162559409572,-0.543727834514373 +0.648575545492044,0.281787803285362,0.124179126441018,1.10252723182351,-0.827864455479441,-1.62470111586529,0.538681126275815,-0.68791240388813,-1.65708287761392,-0.223799639307876,-0.432460878696271,0.346547970956788,-0.784305424135935,1.88024865222101,0.367762024893191,0.435274832255843,-0.173779441557111,0.504472605028969,0.311094256797291,0.709647909081818,0.596167596382226 +2.46116333383326,0.0413166332631725,-0.513558570748701,2.32996249649179,1.44873228484949,-0.859272715089296,1.15019543412028,-2.22401891325626,0.81605385529129,-1.43786954180875,1.16440225292544,-1.37126124561748,0.537798428672525,0.366633336689091,0.392614478595039,0.240967940170439,0.139313078711029,0.283156672947269,-0.638333086034853,0.234284988003345,0.657460967532687 +-2.39690752507694,-1.85062321066213,-0.222140588437,0.248673097542171,1.4376357702125,1.09479130095828,1.06185029706464,-0.439455956760095,-0.983039333022342,-1.46257545088408,-1.05669380784152,-0.435968568310237,-0.654486029911085,1.18590293871781,0.368463397718413,-1.47375711086884,-1.19026494991457,0.123895362568937,-0.414915891951465,1.75922744978857,-0.277915996828071 +-5.39029583053481,-0.794477174820644,0.779699944701239,1.98658875667703,0.701247964561119,-1.8723258109291,-0.730449137531992,-0.668041198685797,-1.30416440919402,1.45732398227686,-1.23224210263256,-0.569824159038592,0.263791400362149,-0.507089240219172,-0.36307876180991,-0.536743367127679,-0.892113839089301,-0.9918460680851,0.615246311937024,-1.10343375177051,0.237347431205919 +-0.955631591419738,-0.495286259887251,0.29627749922745,-0.143202092570542,0.742374276108435,0.873358323153566,-0.331903318275583,-0.745405148496746,1.18729564421553,-0.401793579727799,-1.07051070446181,0.346142493718542,1.59131629973954,-1.58609554878576,-0.385386952058399,0.373508173763539,-0.664448992641907,-0.509933914231952,0.115852990395913,-0.32289610216682,-0.324072986005346 +-1.71851148722171,-0.685880871363996,1.85860526814653,-0.906622983812567,-0.193249073409321,0.945794745664848,-1.3858650937901,-0.294530695582386,0.26550725465431,-0.517621560092428,0.405508579116752,-0.0523775181792181,0.595082342376082,-0.15643392742789,-0.183230850633573,1.68045660105296,-0.0345325460799512,0.309480604421541,-2.19754651933534,-0.940867972453915,-1.27003245495493 +-3.79359312424819,-0.5527559592242,-0.583973200647267,-0.271310316850924,1.60731475729991,-0.132155785207052,0.281371738756619,-1.05396228202888,-1.76127025027875,-0.573350731373605,-0.527303916255995,-1.35843409028515,-0.439230685984609,0.982244276729969,-0.20116298338947,-0.400537365071057,-0.0828418907292588,-0.0507907662219896,1.23996903320894,0.821467295588807,-0.638138105512322 +8.54915150249042,-0.102544008769687,1.29963968356367,0.241940530517147,0.00861123837497222,1.51494747028157,1.54918428477831,1.89736854628568,1.24445983378534,0.397779018341243,-0.221343260317879,-0.900955861881242,0.892398944851071,0.638030600783975,-0.388137729659605,-0.778768322343742,1.75635587820616,-1.3496572358094,0.748185433773889,1.03641280033429,-0.550193984292971 +-2.9043362085073,0.82487849615548,-0.878749994106679,0.316652734242645,0.402112003233157,0.427110067522311,-0.66838574122605,-0.152790862224645,1.13034820832476,-0.608118166954732,-1.3464414578419,-1.2354632550663,0.577532978825517,-1.47385145035679,-0.805823868019388,-0.259410983506266,1.32390204469451,-1.46423097409172,1.19618290420644,0.972292785080735,0.15438436862396 +-4.27627968050726,-0.127962465098446,0.653242766358946,-0.906509099467711,0.618420858182737,-0.247940047226327,0.985464969188611,0.514403799089819,-0.333054683119482,-0.708732696827919,1.34321016802642,-0.795339172108135,-1.29964958337182,0.131320495854264,-1.63893571632061,0.253767505933743,-0.426532642306245,-0.520594402160183,-1.83449306895137,-0.0757477164277971,1.5039580680181 +5.59879532925844,-0.588270503672474,0.274222779910637,-1.18187094693756,-0.794020184941382,1.59137432881658,1.5354789492257,-1.39074255398802,1.33603687602261,0.993482210565126,1.86551413285074,0.222003998459838,-0.767474128209922,1.25008447614078,-0.308251391275571,1.71076434814228,0.393457310118432,-2.0478919757798,1.08200365218152,-0.124902990940302,-0.466433003967169 +2.54451382308811,0.668188487191936,0.145477663576933,-0.424373610379607,1.12262538274473,-0.516962181913483,0.222743674538085,-1.27808537641185,1.04510792623661,0.342436593503922,-0.932897891089653,0.248771606807531,1.17987641094547,0.0959584911484578,2.21878859582826,2.62629540665019,-0.733575508932705,-1.67002968239118,0.112290707861535,-0.0279175583286936,-1.88577910162279 +0.485025236220696,1.00514832311694,-1.19429119164835,-1.074197425013,-0.151437966833024,-0.538165375562019,-1.14342379445802,0.60583322934388,-0.191089404051883,-0.257684504978739,0.907008066765797,-0.362974117485938,-0.500161246609395,0.312376524479177,0.163113735860304,-0.670308249320901,1.16686368959465,1.08182018954255,0.355031476812638,0.485083532811239,0.771863338090592 +-0.0277617479053428,-0.142203822982975,-0.987791429132607,-0.210957753289299,-0.517705965828074,-0.431874258823371,0.660324971510944,-0.634105701095685,0.649664190840651,0.403999316494182,-0.0381047546325866,0.51944074704603,1.62138722024389,0.116295097436603,-0.10058999593384,-0.565339648240259,-0.870082069073016,0.534531447258617,-1.37044173555402,1.37444159900791,0.817509591503031 +-2.6595122173353,0.864285924476959,0.113876150849475,-0.763843618839267,-1.19921808486238,-0.540660691189512,-0.366834478247328,-1.98312825227747,-0.17053233594398,-0.992437855421734,0.176119312269416,1.55553008384018,1.25550944859905,0.266280579132831,-0.474780007753555,-1.36013810840893,0.32755402571551,-0.330828074661712,0.617675404380755,-0.263583134049768,-0.141014629463726 +6.45925882594064,-0.0219045936131343,2.91226683597753,0.558531363330779,0.63315514285447,0.51546001273229,-1.44167228243947,-0.0359998929025375,-1.27139589219573,-0.774061966923832,-0.412701216773606,0.416781619599898,-1.31331004218019,-0.449256762441801,1.83560263252933,0.64285508810869,0.881333956015549,0.619460698648276,0.265144045931743,0.695355741669798,1.59157142646807 +6.68772290636739,-0.26473087656648,0.0344046096661728,0.0781766318613924,1.42443390078377,0.789397188319156,-0.260007057195947,-0.0726461435228723,0.574397928911756,1.81272460752124,-0.056477020552498,0.413102831799752,2.1865365568068,-0.17331688456425,1.27198392496631,0.816968075749102,0.156199883258875,1.20919527496526,0.224744809821628,-2.32272977027392,-0.750001327565579 +2.01191782034318,-0.913313030042956,2.55225348904117,-0.363585584306684,-0.982862351788948,0.419887357526832,2.0222335493492,0.0847694311409174,1.05665484695692,-0.391217315553029,-1.00855092619718,0.0491678963655227,-0.305362339716932,0.505831402861962,-0.639764105451812,-0.428808544422013,-0.718145391162001,1.18691756950951,0.820070640443651,0.0135695467282402,-0.94789217749066 +-11.0321552250105,-1.1346301818428,-1.21712008119245,0.523266689961361,-2.07771240647648,0.675605513499354,-0.537506300137593,0.64227710815107,-1.68099841220175,0.368900473978132,-0.0645549662773992,-1.0417674351199,-2.04150554652086,0.747896014653345,-1.10647525638115,-0.54226305759786,-0.939003635461066,1.14110600974697,-2.33798047967711,0.580888404738012,-0.0995960111888229 +9.0452171243546,0.764557098985494,-0.946229271335766,0.993553734935674,-0.454460914541567,-0.649142266204903,2.27937226135546,2.63030792057993,1.26554855746771,1.30503604920069,-0.581503214731108,1.4225568249819,0.239442798745408,1.52315958527572,1.48965607231359,-1.8628551103793,-0.334767269601553,-0.629042058686627,-0.0716325442289362,1.69523667371951,-1.47882780478589 +1.96845099542642,0.57071013812077,0.0914097990024107,0.27373703800274,-0.165559914775702,-1.44410867747405,1.43209125604775,-1.83509602119691,1.85068153531671,0.264138657224106,-1.53255702008609,0.969446662485877,0.960544855710349,0.434270135700167,-0.419202197733832,0.370111603484592,-0.459559501124855,-0.467052002384117,0.138531959117127,-1.17642276069006,1.37132245282421 +-4.65297891747707,-1.35169392873999,0.701351269076379,-0.694919270269,0.897652087640807,-1.84030951355024,0.577319237173384,-0.599170896002774,-0.136410190883339,0.0393866835373339,-0.519197912979064,0.247573599720308,-0.393826913091433,0.495286835572266,-2.00300244286041,-1.12343246761743,-1.04882816738434,-0.377299282023763,1.25294088416679,-0.430002044524903,2.37138676377747 +-2.85865228724078,-2.02988546892015,0.673422361719618,-0.718050166168001,-0.0294891559835567,0.515006005670573,1.01862831582025,-1.41452679557419,-1.00484414586619,0.268923524964375,-0.250021920344054,0.256611844694187,0.386999204633679,0.465419827042123,1.07777358502936,-0.455274763044121,-0.204143216934475,0.121723391903984,-1.20668066581927,0.335033606288751,-0.745746376586392 +9.23470855198869,0.59047865366269,1.26555336004227,-0.101989507252021,1.8583884307274,0.207912447532425,-0.25928486590929,0.611013050783941,-0.685449853638974,1.12087226538563,-0.963576066391871,-0.0292031332735362,-0.510015231881871,1.05439578789845,-1.45080361021153,2.47784864968721,1.51614079815446,-1.12473021569178,1.89953514848934,-0.0386946363257652,2.0904672501295 +-6.09250088880785,-1.41306996358893,-1.44502205198781,0.212254161068051,-1.20876167197822,2.10590254095629,-0.130860311430704,-1.06842198171522,-1.23560903224605,0.415545605981308,0.397857087073895,-0.243168606411194,-0.22556447508437,0.75805111896739,-0.543995262843488,-0.849494567727099,-0.35272875397538,0.290234932158784,-0.833594038680888,0.677674061646165,-0.485910806992262 +7.78028883412988,1.61034155096049,1.41541830456223,1.63168715141395,-1.70210828929621,2.4445355694361,2.31829625466042,-0.464035826974374,-0.296790867034447,0.29912165342331,0.5699181930383,0.113673068629822,0.187279342309694,-1.8414004414442,-1.11323879735086,-1.09668139713115,1.4469694267725,-0.343108989670203,-0.403850576555053,0.385948088481222,1.01538265725947 +-2.40869846555628,1.84044254689097,-1.58503378339475,0.254748224529282,-0.814295643583895,1.202294552025,-1.7951743807743,-0.855921822372948,-0.143792568021917,-1.40889803694139,-0.275522564630065,-0.161900686757261,1.22438313639167,-0.243004545706521,0.597987176569712,-0.243009343290216,1.6974472640962,0.147809849959016,-0.785260857747723,-1.40575113985765,1.77659326451031 +2.11001461552165,1.36829790968081,0.245757186387295,-2.07303072814158,1.27011657808861,-0.817618674770937,0.82676961085535,0.882978199294841,0.522954767789281,-1.28382054238494,-1.02235186603481,0.700904195225143,-1.37380502346452,0.0482104287859079,-0.271477948080214,0.592095755406358,0.630583491823558,-0.731320288317739,-0.685848189845307,2.39035268807565,1.11764453485691 +1.17106675145281,-1.25557313458956,0.450233098933823,-1.36344543896829,0.428285094114072,1.13329401520072,0.738187479739917,-1.09854989090704,-0.828801749481259,0.749299596670924,2.17089624085739,0.458493828151444,0.316761474415595,0.16554251464924,-0.364477479364218,1.2230613577625,0.434171153353132,0.475686075659945,0.860607630249129,-1.43612867063201,-0.806599230630065 +-1.37203964132307,-1.38434708819005,0.947632821371406,-0.810396088176,-0.597879125791345,0.908529686045749,-0.410302791307869,0.3550498580748,-0.333594796100665,0.357258618974427,-1.61684743781776,-0.911486324176207,0.760839660304817,0.160967820963621,-0.438583108012468,0.598512861771634,-0.72427707047569,0.850194913691863,-0.226803602515934,-1.47190058754178,1.16048571054917 +-2.00936210553789,-0.0195796792576955,-0.254471468624577,0.830864357613608,-0.52888945102127,-0.583435398861748,1.20111893187195,1.31047808988006,0.667391485207565,-1.04409454359273,-1.19659346793829,-0.151058506217674,0.98562291352054,-0.438691788372339,-0.523402900519064,2.31757686062112,-1.37479545631625,-1.99661759150485,0.526775848024445,-1.99301092187473,1.03414372874884 +0.210412354804957,0.162585654762545,0.0853397577573679,-0.324482931029146,0.273042948555366,-0.103674600897265,0.636087076929264,-0.259159519259358,0.296321750266458,-1.57207138325552,-1.01837997840905,1.00408618596027,-0.584190250480208,1.02456216471621,0.570693072863637,-0.188856303075508,-0.0523821592384589,-0.364956942555967,-1.80424735943949,0.850153848239437,2.15221365726033 +-7.76119738961247,-0.134708351469953,1.20511061847292,0.148945695629107,-0.697283236749867,-0.816600067450804,-0.468633261162073,0.00400024363843067,-0.640741061067079,0.786540960103549,2.17526717328409,-1.69031359401211,0.761443036025115,0.198567117218496,-3.66129357811837,0.656736173556619,-0.498222988507635,-2.20214323616778,-1.54308319641496,0.516463064859871,-1.57247953964725 +2.34721413527,-0.0847986379498059,0.170672691867512,-0.611153682850207,1.02021707858991,0.106527395071998,1.36950973382387,-0.0156540323650671,-0.772400543133548,-0.132076795051853,-0.803535037173986,0.17606271832617,0.871890612128106,-0.0350491478063366,0.431336187091556,-0.774960195339078,-1.05413815356911,1.63420231783778,-0.268913947653113,-0.367876991449983,1.4133630142944 +4.97451565507133,-0.572961857183522,2.27598615163118,1.69249313939489,0.423091924728372,-0.0380587132305217,-0.535798785497198,0.999585803563435,-0.960321114807725,-0.44849111455747,-0.599396232696789,1.2303633039899,2.11322773388635,-0.343513633041202,1.36537737238107,-1.72633781391744,-0.265333890495934,-0.238409187422758,0.3217943579987,-0.538942213923528,-0.171360643177946 +6.45137237439257,1.66760643628207,1.32860266738983,0.231866938133562,-0.646496487101217,0.0451307191412451,-0.750401575624496,-0.0827975316824193,1.3280157773448,0.265414789634546,0.39783981430011,-0.589352114315539,0.353608778108834,0.383245347667482,0.596890983110892,0.1064866047992,-1.5106143257213,0.798160465406943,0.372702329172093,1.53230883698211,0.603076502889411 +-8.52961620131001,-0.57670173483092,0.309350803672567,-0.950986667179791,0.361197546440057,-0.928602161820785,-0.411603636740901,-0.652631029387859,-1.12947256280689,-0.627514496786505,0.533776507924628,-0.0916034857752172,-1.21717703046248,0.8790925261484,0.934109439089602,-1.75620693894719,-0.415082525036358,-0.685454360174315,-0.871717657360628,-0.430039547781227,-1.10372032798116 +-5.07826164283606,0.301856343087538,-0.643054170924073,-0.967316602956457,0.475629674057777,-1.06290227302799,-0.828539752280253,0.649022270325512,-0.297799408172529,0.774240285438457,-0.385034207054929,0.369382791806182,-0.438401419876499,1.04483343383627,-1.53226037896943,0.00450357614287786,-0.277990550125892,0.823597599255542,-2.19947541009082,1.6218884515793,-1.06149265554821 +-8.22982314904309,-0.389822327794674,-0.737224309433884,-1.22449874807999,-0.658839621124651,-1.74501389812283,-0.55195141736745,-0.602569736711526,-0.923101575169064,-1.14292302842006,-1.95279689998424,0.584031762664715,2.3907720535416,0.421379954616376,0.504549438738261,-1.4969933061822,0.409360838711928,-1.3389767911459,-0.902769962322739,0.574106467156151,-0.476893597937329 +-6.3043196115083,-0.805946268792022,1.37781454981078,-0.284404697358795,-0.0272894013093555,1.42158132940339,-2.37576580122778,-0.322802348289838,1.12073345619548,-1.84243990256886,1.74963954601591,-0.120718644375771,-1.63666417388009,-1.69195193921781,-0.177770186483474,-0.286252071816627,-1.68599945080252,-0.683796173055174,1.18847359556142,-1.64616089707696,-0.137611108489971 +1.94523409816576,-0.650873892773728,0.506943294332602,0.74354886961762,-0.307769297052228,-0.350072401792212,0.40666643255693,-0.620639641917274,0.833859081910124,-2.23838522250755,1.58469761983221,0.513593697414884,1.92012187246635,-0.975758036926468,0.966759103791314,-0.581834095090555,-0.962744832387489,0.421900290204204,-0.443746565696645,0.134277187830785,0.755729774307943 +3.36297302950061,-1.82620269735605,0.21021005131471,-0.307512984572743,0.839238311242179,0.672838659687089,-0.465856286198487,1.67087715747118,-1.66575536901823,-1.98754802315693,2.37753690796943,0.437797810047604,1.17266704591427,0.370021049873354,-0.0654095790939363,-1.55251704206598,0.664663371003792,1.27105628664299,0.229613456371189,0.145835197878111,1.73267183695641 +-4.36062109899551,-0.0998313939175012,1.37855390270381,-0.555761035313636,0.664089055581749,-0.957532085665097,-0.385795394840661,-0.126379291398448,-0.438805076278245,0.356939960242096,0.0189527163026916,-0.574144323034843,-0.263043840192194,0.806273772302806,-2.14020934518673,-0.0803955783159196,-1.2463616488677,-0.820938158427659,1.38257070835159,-0.847919583702954,0.0292496894545562 +0.901983355224634,0.129403465792139,0.0565838698882385,-0.799314681236048,-0.955954454412148,-1.65485543555267,0.388939124303434,0.380501532432285,-1.22059538321204,1.31423988343069,1.11015049146203,0.30062603534345,1.36543692548363,0.934814301461692,0.890365331799508,0.425231231696907,-1.00396784787034,-0.681817124131361,-0.879315116236913,0.677215682328022,0.397221405172885 +-7.06071450322072,0.415468902905128,-0.747595110836321,0.205008665687718,-1.39728097752925,1.84603612318757,-0.853002186281855,-1.09446971714423,0.580260431646161,-1.06530663118061,-1.23391774074528,-0.596791764874563,-0.262574802680298,0.946559770619513,-1.14930458590926,-1.25423686956448,-1.13402653562911,-0.758722736037587,-0.127562932445126,0.956044218454941,-0.520190201197878 +6.29673456931458,1.3115125574602,-0.371087436765556,1.7241238813725,-0.183340328575375,-0.584647896233617,1.1442489980493,0.420640419516856,2.39491291913248,-0.933102044021976,0.973267604088424,-2.1597590537323,0.552353140339217,1.44136260345995,1.15839025615794,0.513550243151138,1.41234190406905,-0.788352035068707,-0.987333252749234,-0.113098796249474,-1.02772088252456 +3.96431296767774,-1.65570825100467,0.198559183537393,-0.647528777922193,-0.216725042510731,0.357194233797907,1.12592393299021,0.704158577422177,0.793116859807027,1.34771786167413,-1.09019804886116,0.284195929156989,0.517774668914839,0.240407274970705,0.462615064573106,-0.684512204498979,-0.0283008559171345,-0.473280323676393,0.545281922243125,1.00780607833767,-0.564721059584181 +-0.443796881586683,-0.555518890306087,-0.641811690271703,1.23595752522155,0.592169377093709,0.147544951248084,-0.768497035469695,0.416662021463886,-0.214536090186572,-0.430026988233169,-0.410416719059539,0.653644120348105,-0.0792413088136148,0.804971570428367,0.359030822264922,-0.428356657335975,-0.176846114195602,0.279291549873278,0.691222545905644,-2.28677871069242,0.244196069387122 +0.766883496155098,-1.63979745668635,0.20460423910098,1.03410038608369,0.247054872148443,-0.324486096008029,0.678937928066655,0.106187843780439,0.555646421554984,1.31905842440474,0.979744585483078,-0.728208826725949,-0.70883660826786,-2.42160021435444,1.28891092225406,-1.22932041423559,-1.33215194196512,0.561320341574361,1.14833484737146,0.555180214391049,1.52361283937552 +1.1360018265541,0.288930606422243,1.28483579176257,0.416013289214825,0.112995985069213,0.949961772098387,-0.699938198657544,-1.1674303581993,0.0500350546136805,0.146894112387214,0.166915356757247,-2.11172290640788,1.04167091004608,0.144048700432668,1.07288748476277,0.757275705851296,-0.894143796520771,-0.486488915445481,-0.888910321612784,-0.175230343762996,0.483948364388978 +-1.22779511586304,2.29175453252274,-1.54879515687726,0.0179038261244532,-0.816877113261504,-0.430085512834417,0.0266513756217327,0.5418846981192,0.185308841443001,-1.3842183609185,0.627541760562883,1.522813392272,0.27311584154293,1.44171525745825,-0.229782845806441,-0.428147691052186,-1.00251360099486,-0.736000941614796,-1.96967202497637,0.782875804801032,-1.87909862382942 +-5.91111609355683,0.872090099529049,-0.652592708931758,0.111428521321809,-1.54358245638284,0.165115894402984,0.726549834944764,-0.484527076340316,0.994245209334127,-1.57998428963488,-0.196502257869607,1.81685650240974,-0.431910138791376,-0.502618026175233,-2.08074066544103,-1.83782468500656,-0.935028712581237,0.995324080414774,-0.763260775587634,0.909660733783105,0.179183875350909 +1.99713384181823,-0.370114642377036,-0.330314886967144,-0.283404917286178,0.194688964497458,0.218785428694658,0.632281407398858,-0.47804236560551,0.376052112653395,0.575055524219772,1.16677804195345,-1.04406664827259,0.474512753780734,-0.264377372004785,0.619308511048421,0.132669087924484,0.298386019294723,0.460425048348502,-0.657856993486442,0.762593546687354,-0.0322659001077454 +-1.11772699125653,1.29852927826183,0.313820691702555,1.59223987473629,-0.521845740253505,-0.230505437018592,1.02416813558912,0.978514973013544,-1.12769481974346,-1.64751558972309,-0.530953512938202,1.16700766002273,-1.54065605743863,0.330931939632777,1.3913426248575,-1.71266721512777,-1.21617159215768,-0.216387140197092,-0.725762851399769,0.23070393435188,-0.0452792882521257 +2.57434275143419,-0.15519373562607,-0.408639650319944,0.0220351211339011,-0.147548917354797,-0.247579607375937,1.21768098321684,-0.792407500407816,1.38151689055203,0.0725162041377272,-0.0918378570119565,-0.0239685458933235,-1.93097405184244,1.02994523752656,0.661910437749743,0.667399007205424,1.54972311160953,0.844690675615828,0.425282235011851,-1.91053937665116,-0.490660077950677 +2.53504742598946,0.318035556532309,0.933354056478031,-0.652565646172452,-1.26371425630419,-0.805009377073749,0.284714739417222,2.8322341712477,0.227602123718966,-1.83695085671939,1.12459831181743,1.06850595712854,-1.3328120519847,0.256074601604044,-0.73612577573313,0.358907969915068,0.31816038425585,0.294524455109878,-0.150521033893561,0.114628126858001,1.12852916661757 +6.18092245932738,-0.0709682295197474,1.02294820705446,0.64407934079044,-0.367894588403603,2.25793298914051,-0.844998419698069,2.020328580922,0.205684710922208,-2.46193198432458,1.98185061888167,0.972648068081866,-0.271120338917642,-1.68879074278248,0.210830269940919,0.350618899025619,-0.359851676399433,-0.709079643646083,0.982733241009904,2.06967354743131,-0.392197151787024 +-0.108178695180803,0.183467326903339,-0.503397902109517,1.25883840670668,-1.7925012023379,-0.984732710285305,1.40365040427864,0.84294672143686,0.39626110741952,-0.448727253681312,0.708454012035235,0.945038616736306,-0.182049018587026,-1.40237957844171,1.19887919846991,-0.697653550284793,-0.287207623821141,0.299971201684219,-0.494807616453268,-0.615307369404817,1.25868267185332 +-7.04370705518637,0.779089289817375,0.32185582560332,0.46351968541485,0.0970333840712611,1.06390638143718,-1.21276465049602,0.336244288514939,0.836525191554697,1.34508451055157,-1.97754894826382,-1.70324036933619,-0.401746813820184,1.1482395080047,-0.49079984086962,-0.639847083856357,0.766858835226332,-1.56064719899274,-3.32373003939579,0.408979492541206,-2.61125388766182 +-9.59792283691698,-1.25669644706702,0.402372642403423,-0.544940509162477,-1.51628831973,-2.28701352992951,-1.27026629505849,0.811145406554043,0.052383448483575,-3.07534873683647,-0.329193857030676,-0.711405507739893,0.735620318788331,0.364288969345542,-0.655723642685628,-0.0931559611001011,1.71053702244909,0.433909144788442,0.914886050606589,1.15738258677074,-0.76527718956559 +-1.61517117971108,1.99328644783871,-0.805953438108041,-0.123116344413755,0.119288424539046,1.35371726507429,0.156840420584094,-1.1427111163855,-2.45454114501546,-1.61030506863284,-1.07155356670906,-0.550671887337723,-1.47118155496108,-1.00753069891726,0.594164352925873,0.909094435755411,0.59263927366532,1.30565250417471,-0.396667504978898,0.873711191020817,-0.0580447033913649 +-0.113699853654554,-0.350776637919525,-0.310801891453417,0.334305283144348,-1.59763598132003,2.1322409424842,0.210215154187809,-0.794162175565775,0.00436778954564698,1.02385284343996,-2.18932120967205,0.373831690988102,-0.0391864465675531,-0.476355319548001,-0.21836898609949,-0.211775083899102,0.0298182248892315,0.0858868965313874,-0.0813499387664993,-0.340158284247484,1.11245968964323 +-0.849154259673015,0.401038505345246,0.906369116822035,0.6046305595712,-1.49727177738872,1.12308171076369,0.25111206359479,0.652199642766007,-0.534341899300281,-0.885500212014963,-0.798637000631099,0.553382034745045,0.632768881964489,-1.40661575131033,-0.647750291934696,0.395918963260527,-0.171976726101782,-0.733858440265231,-0.910069973828416,1.56916570897671,-0.638410497513202 +1.51997124811941,2.13461852406157,1.25840985788425,0.114346588432856,-0.397979568580404,-0.209899782210361,0.261275803242201,0.608852274894786,0.27525753760108,0.498116782606192,0.523708494687898,-0.309122747120017,-0.588004888053341,-0.577942411586146,0.0201819560565324,-0.632506035702304,-0.262165037972896,0.678645308392438,1.69987444409056,-2.67477691237488,0.0928799809620514 +4.42370804741477,-0.0722660702719278,1.04813856339516,0.715685840818566,0.373038002185257,0.421212983119141,-0.49700462779303,-0.211523229928541,-0.638206977192997,0.297217786219516,-0.62569695825158,-0.172773383675783,-0.655243798626326,0.0948090943166863,2.49164007406109,-0.230926597825308,2.61569172614108,0.123031576209625,0.106749236912097,-0.0405882261924496,-0.3692239525137 +-5.65875108517661,-0.602377695270377,-0.827489105333127,0.520972500709944,-0.975603585329391,0.739900717074009,0.381223383634247,-0.229058672555415,1.15662657122578,-0.887472942937802,0.652181247910954,1.19047355221968,0.31630409277744,-1.16167899083036,-1.75969610773769,-1.90400168843558,-1.93121719754787,-0.320199528422491,-0.387537335368512,0.991022111506086,-1.73475559642176 +-7.0397851840234,2.05287473298647,-1.78581658436978,-0.906525743102694,0.140461550030402,-1.00745218316441,0.981496345227147,0.360937946555492,-2.09964241352466,-0.791814896958264,0.133759276187033,-1.22236463353315,-1.02278671768175,0.444419038833932,-0.188651986293284,-2.22858089372433,-0.358900324268822,0.239508598810882,-1.05844663014386,-0.0426436881775922,1.20230942375393 +0.0954483615944399,-0.991805072467591,0.503589488375192,-1.09373441793373,-1.20172294617899,-0.175850614909868,-0.29710763402953,-0.0422608798478306,-0.0396312815546267,-1.57237629731497,-0.861551435378429,2.1912814634466,1.32081993958962,0.85263750185269,0.190746970465161,-1.64906759907008,0.224999642788388,-0.0485991420732696,1.15239069858129,1.14629677218979,-0.708580370813502 +-4.09284838057718,0.135312616477779,-0.41360670979368,-2.48866907914192,-0.0574779612854434,0.130186373277248,0.254504341116097,-0.87953727486904,-1.24294620877225,-0.0471819408585489,-0.588769242202248,0.281219086504375,0.205279815926631,-0.130543932009262,0.2491114742222,1.85851455090374,-1.16836275259309,0.424788205719856,-1.24353902847685,1.06313817033393,0.0770609309537908 +-2.514230083677,-0.457603231932288,-0.466690105466,-1.36719100737001,-1.13953184182512,-0.163153588577023,0.0355096222266163,-0.260885742234027,0.345261226626455,0.384413723870534,-0.537583139961263,-0.311785830448026,-0.168817054674718,0.51276172653232,0.910475644523448,0.449577416091309,0.373671134740946,-0.488621435501119,-1.6623686548306,0.839769781850759,-0.270111746449608 +-9.55406408539039,-0.0484211669988644,0.284617683293672,-0.501079268261442,-0.339434715742064,-0.439984647511689,0.726126554932295,-0.211287750000723,-1.28884293908174,-1.53839806254905,-0.68525105004869,0.512712792932185,0.217475722540424,-1.36111069459977,0.095605678408873,-2.16412410970506,-2.39321567547243,-0.184146640487149,-2.47233561229235,1.25322691883935,0.620161548355108 +-3.79859686262003,-0.19229395990202,0.268432302430396,0.74671579309301,1.15914089978783,0.803257209585936,-0.901277891141374,1.12130278084396,1.10521200539735,0.7413897815639,-0.881590101829757,0.0263074934271754,-0.0477938938930229,-2.29829982721754,0.0881354285538284,-0.0485775114623617,0.915594503526439,-1.52938371142921,-2.13140578583419,-0.684681865723054,-0.98707811127262 +-0.85729920693051,-1.02085356653403,-1.53122606668626,-2.58207792120493,0.652233614744132,-0.178792709717893,-0.840024000086186,0.271996984409686,0.586747622117283,2.04493563165121,-0.613081148401713,1.48731371513222,0.281946274065253,-0.546723509876532,0.0334273053847888,1.41151641261191,1.58968134690982,-0.605942952118089,-0.0997272948368975,-1.18952512855707,0.348953750418724 +3.76039225844726,-1.44082676770872,-1.70861597755168,0.378874602108774,-0.100008532209907,0.804009466976347,0.741823614339358,-0.228228680239064,0.623972779060701,0.526210892039359,1.37119892070125,2.41440789707639,0.158872991020717,-0.109476700654617,0.0459096994663142,-0.444316788197344,-0.12734420520577,1.68314063685761,-1.56622179844579,-0.690123440241,0.436959044588746 +-9.61845921075885,0.761668709487659,0.357445944184678,-0.585763776158481,-0.33592576152307,1.43554793130342,0.394789327672079,0.382706910559257,1.34959847685272,-0.556248977650142,-0.926539029550301,-0.749550581388396,-0.65592709130117,-2.20350926118224,-1.40194414291315,1.07219319060996,-1.94748209927249,-3.35803782310144,0.323943561622096,-2.28300032678533,-0.78621411617968 +0.231313816584156,0.69748265567878,1.32440691618997,0.93613453604532,-1.16246104778055,-1.10866936266438,0.0356109662665456,0.883733604864956,0.413297192023878,-1.36953089187805,-1.16098061548205,0.47934679886348,-0.385726180187323,-1.00861859622508,-0.354307771775593,-0.710988016148255,0.568039631606424,1.13228714828241,-0.0290677834134838,0.970329970851228,0.13280354895213 +-0.135516231025711,-1.05036534338685,-0.585255662498355,0.565465283926424,0.537832454316994,0.294454981859622,-0.521605360232188,0.219343769631788,0.465831717818466,0.422858240113243,0.0205669505007948,-1.54518487624264,-0.739737568837593,1.08185940324774,0.166407343675286,2.3255419607375,-0.580032583529793,-0.373272579890405,-0.407135285075466,1.71785724581657,-2.31752675118574 +-9.25841050684135,-1.48372736501669,-1.48021375788631,-1.17507737385537,-1.06980640225531,2.04137812593786,-0.82984389479622,-1.63032500388964,-2.50568778417173,-0.417668106273055,0.804193147588967,0.0396612443661977,1.04435692495504,-1.22817821609523,0.283492782245816,-0.567657501788693,-0.214483459705285,-0.310055136533681,1.81358325102004,-1.03397551651717,-1.16811706119406 +3.78138764754726,-0.0269766300158649,0.862892830577113,0.484937900197347,-1.03182798810421,1.11067964569187,0.0576378137736204,-0.835506675859014,0.714584818114037,0.177353584661801,1.77946501623351,-0.208800540135335,-0.403995424444236,-0.692910598201824,-0.104755828193061,-0.414985147960111,-0.684182173086814,0.776731275423181,-0.373777169991742,1.18615164300432,1.38454871020694 +3.67551000910818,0.942514901661897,-0.371359248928621,-0.791194297761481,0.0126928312036335,-0.659028573843632,0.59433764030411,-0.0786580193707267,0.0998162377292117,-1.50033060784502,0.763836476965283,-1.00144263449427,1.97223032107857,-0.310627262404775,-0.506613988911725,-0.767966408020155,0.824039285373828,1.27831177422976,3.12994911755379,-0.0443337920457312,0.491669149587318 +-11.2528972502105,-0.628989535204932,-0.456878437573919,-1.00194054304455,-0.212978172198842,-1.19594411989743,0.267224536965911,0.84842466440895,-0.413651530176005,0.80014317764672,-0.53485345138521,-1.14255559966474,-0.60436806419768,-0.0634514544022855,-0.361021851123301,-1.56553768387702,-2.74211836443599,-0.19135665492386,1.9067272252298,-1.04226731551746,-0.0173322599667629 +-1.3599749602338,-0.630801058988671,-1.36411351251211,0.681814365166892,-0.0448006064679233,0.552530739675146,-0.580518041813324,0.289872894260582,0.449087049061926,0.0433088099237022,-2.87299600764204,-1.79262960266091,-0.110757143631292,0.128157170898428,0.109866750817255,0.111405408456234,0.920971658505071,1.11747050718508,2.59355429804942,-0.978963098435861,0.229082415092713 +3.95877537557814,-1.02381287994832,0.0733081864355532,-0.911194775689044,1.13467207026148,-0.872235143888662,-1.58913459061599,1.00643385546548,0.319127994781451,1.03225514881864,1.26149293483562,1.09221196737466,0.171854205203872,1.39947716628937,-0.570580345150184,0.438479800533495,1.00801446624768,0.197001085149203,1.53390473796167,-0.76356941024306,-0.0270675198632233 +9.72518507262365,0.789062112207682,-0.665050988543999,0.465502944698188,-0.767231676253166,0.118544586414765,1.16813833314688,1.30853081998165,0.300621972834658,1.06501365147227,1.89036097793059,-0.301372067056722,0.0373563066321253,1.00176370061772,2.02448726078508,0.303086836440845,-0.940782705620379,-0.121186638060072,0.043518871006129,1.25800520375086,0.352768869399801 +0.814338243440708,1.20051618702017,0.36353283713609,0.754678368639059,0.337432580357666,-0.521439526695605,1.09455145765892,-1.20818278039996,-0.601683083866691,-2.42107637680472,0.00136624582821685,0.772926141915546,0.562518701720824,-2.31535276854576,1.41258921277093,0.648718135767737,1.82432015370519,-1.68273369703837,0.301381304334618,0.117253796130822,0.869746299283279 +6.11516798126537,1.25257285890143,-0.463682392686641,-1.89789993445806,0.144995428843312,1.33231934054613,1.96273400755382,0.109792255693936,0.68371549924749,0.690186266249194,0.730293097996043,0.917864593846045,1.12388738909131,1.59930495580641,0.791940104124932,1.14460107921778,1.46509921395745,-0.520333467303054,-1.53603093713768,-0.373066822296915,-1.92877136126238 +-2.74057075780331,-0.694027820193272,0.153849449642033,0.75211893201388,1.25861541651632,0.501128261176106,1.30112807283801,-1.72779804921789,-0.963385833866709,-1.09069230589807,0.419810533813201,-0.00995648340172216,-1.526425964037,0.880013641877401,0.664607301301067,-0.0368778624919161,-0.905038359100967,-1.44233315671326,-0.488270525000596,0.902565813399222,-0.0176259798929229 +1.34065143535548,-0.536148634447886,0.811804753612461,0.884992965376196,-1.73353294540653,-0.981199614041434,-1.61918363030126,1.12732462555464,-0.13397688080642,-0.805734305251663,-0.191289823665066,0.016020853411688,-0.1156399331621,0.458234300329956,0.411271370238286,-0.750768630604186,-0.366630881320956,0.137844343416219,0.587704756040523,2.0074591209532,0.556199090788711 +10.9087144991429,0.0889765702831961,0.0747664266471282,1.53354553614076,-0.421133735434439,0.951983505845215,-0.718203411090077,2.26110910992137,-0.0315435378766994,-0.840858262221813,-0.430254506606997,0.286528292536084,1.91157351984461,1.65846332113691,-1.31812030580072,1.44888645139958,1.68528945896983,0.899535179486195,0.0704605501712774,0.718602823147658,0.0973423959048088 +2.95735628973237,1.0294935179188,-0.709908846056022,-0.0595881200106927,-0.153172972262725,-0.256474042837166,2.30496028371182,0.0842434744527727,1.46507430774552,-1.25089013287863,-0.293058497312081,1.7217946445604,-0.776480932787283,-0.196715075404972,0.142403766903645,0.731099952632064,0.115920151622043,-0.694313978658146,0.205651957121737,-0.128444470637153,-0.601170963405089 +-4.45314835063973,0.521158645287441,-0.4364948366932,-0.63703038796108,-0.0533699087945786,0.137486406030739,-1.17880655887837,-0.436610081338922,-0.0570059163916827,1.01835158029639,1.07035900273734,1.34552339123131,-0.961525886879807,-0.0384914961714035,-0.743967162160329,0.390112583023409,-1.09159914379354,-0.884987539583402,-1.13390014668089,0.336730506344766,-1.17364362789755 +-4.12557936904617,-0.518499263144568,-1.64397603505392,-0.14794646695213,-0.12323694201058,1.48418301587974,-0.643599916139143,-0.70025783441553,0.0109813842108562,1.56636130974436,0.542942745860772,0.0794297425003751,-0.0954366843119327,-0.901170238777093,-0.162486766486237,-0.550728603016452,-0.616024384641291,0.806391101732529,0.73996445135272,-1.24474601704689,-1.81881173611122 +-5.26181035676582,0.644817676482925,0.506712544197194,-0.599969273149972,0.126206433646938,1.16505595383234,-0.978170421673865,0.843031111839399,-2.20860056484434,-1.94269599520386,-0.807608083783248,0.512446273812197,0.846956399121556,1.20374113761546,-0.143548466917938,0.0940727623797917,-0.119843551436102,-2.65755274989357,-1.55264211632762,0.112298866612887,-0.082864576461846 +3.43361495305242,0.324829166813954,-0.317393130265933,1.32807981096423,0.762631077311398,-0.229197722238409,-1.6005914448565,-0.0978000493060012,0.240848695512642,1.23195315148343,-0.51678219307994,0.0474836642433002,0.642134022780965,-1.20459121321294,1.13186135848785,0.0582281821087635,-0.120484689752905,-0.63512055897323,1.84256122304192,0.740673346494204,-0.291282849087058 +2.6008657607786,0.523367701532602,0.387432972864282,0.0500624446399956,0.479265189079903,-1.03993517012267,-0.728939360896525,0.686971535375255,0.280415566292434,1.42072880678911,0.208183989414671,1.30776686733961,-1.47990523309364,0.232126799930711,-0.912570288946786,-1.30934149299132,0.897624729694184,1.41563124266113,-0.330585353607833,0.95279231457175,0.747229533031142 +-2.05996646554771,-1.49540227033853,-0.261946464921141,-0.626128179360253,-2.87878382590546,0.951376737200636,1.62230678980328,-0.696473268319371,0.352846606368797,0.386821136048799,1.00996082755932,-0.924382082081425,-0.323148261130139,-1.68703443189202,-0.0915650158482825,-1.62283881267947,-0.621066518016781,1.16220278815241,-0.637142652470847,1.24456819967636,1.34984312649425 +-4.71565257630537,-0.0596574319677553,1.34821059371024,0.485312811291487,-1.30010101685009,-0.167066592246348,-1.65331564557393,1.04269924822831,-0.031435038812988,-0.32115511212585,1.05969811439847,0.644405094002456,0.383336280522591,-1.63029349683102,-0.218307518468305,0.0875637387874012,-1.99737062646972,0.446015922174104,-0.102823144995795,-1.13997289618698,-0.735750722966765 +6.28752411885477,0.175529800480331,-0.221949856644273,0.701697679054158,0.217580498822708,-1.89250019628138,-0.0749378207459356,1.95931519514718,0.39173609747659,0.495666872583836,0.707356967942393,-0.206430649714746,1.07703148295582,2.33078663112046,0.902365715400285,-1.23134725850411,1.58746329481732,-1.45631606586439,1.16997983727398,-0.328724137885576,-0.0347640684228001 +2.34179843644823,-0.951188433964526,0.770396321755827,2.12382213573614,-1.42408666635805,0.836675821946246,-1.38708000707733,-0.0338621635703919,-0.148653034053553,2.2678712660306,0.304193705099139,0.597475835243488,-1.27688789402171,0.958220036644172,1.82411818257698,0.10652902797275,-0.78959193124139,-1.75805620408991,1.15526377895245,-1.07372376154091,1.08418364310699 +3.22172381951513,0.464113223267336,-0.405822016545872,1.52651071675424,-0.869696975062142,2.40679524691197,0.600514197034308,0.0187014572714598,1.22798010281983,-1.00831075333957,1.1428923030786,-2.09427760979251,-0.234026715846208,-0.34391961598519,0.396529531014689,0.329341670297376,0.0359173215916056,0.838169799096804,-0.172711792075609,-0.581256619757239,0.31804740804126 +2.22768828406231,0.910891997663999,1.78218176606696,-0.32014987155315,0.942321914721785,1.38629683931647,0.866588548349556,0.659923340786807,-0.403177467901991,-0.0436951638619735,-0.0692431503994069,0.146887429376645,-0.119447853855157,-1.70934833362046,-1.10709725343385,-0.21960662588073,-0.118782380117148,-0.899478890419442,0.00477435317815701,0.459837478572885,-0.952030409973994 +3.73680612371541,-0.806197384720587,1.54326207310033,0.4470048243229,-0.867341648737697,0.594057139677803,0.0557963467187934,0.844214107833849,0.437714800557833,-0.702723756757831,-1.3198972219579,0.76626197494597,0.812335997904821,-0.357715119346636,-0.124933528575977,-0.761852474516376,0.110336785195532,1.55191388710082,1.52280396976632,0.192187132288413,0.0648208944084193 +1.53712308305664,0.21367137782751,-1.73008604533131,0.737103656498722,2.18238614095978,-1.04557232924766,1.11825134791074,-1.04862033095008,0.584854143352916,1.09447367540117,-0.959213646222029,-0.374775961435135,-0.234666733695702,-0.874703031372875,1.21514768671695,0.769758140665384,-0.145831278311065,0.246834781204554,0.0694472695852087,-0.202184904392621,1.93949494160712 +-2.94396138857606,-1.12035277041499,1.81616568067361,-1.28116311133,-1.07552080292017,1.68874778410913,-1.01462931006414,0.100713214464404,1.23720783234079,-0.82405611452948,0.404483822642482,0.0839728529556608,-1.03385278983336,-0.310589056025717,1.00659058921333,-1.33603604612951,-0.5131709694752,0.334223653939415,0.133345668846384,0.338360016446402,-0.905054532454549 +-4.42051594778937,0.330787779232092,0.206799883667734,-1.18849286729067,-2.05476431465051,0.0808465331349101,-0.532358888213146,1.63510952882702,0.998427996343015,-0.160496201868662,-1.24710285160447,1.19647630488272,0.758269992865439,-1.45025496148819,0.192069913771687,-2.83617406269238,0.621654657801053,-0.0296605594512025,1.99388811876612,0.280771293150453,-2.24906727540752 +-3.03597781947263,-0.0777971065716743,-0.60032525249968,0.85988236038207,0.992271266815243,0.468015944069631,-2.05064036388487,-1.23217982367834,-0.25016198306528,0.271639620188016,1.34692366681045,-0.581447075512464,-0.71226400593944,0.408729174452828,-0.185379885015928,-0.0645094137036063,0.00810864399403212,-0.606614395263501,-1.2828903848486,0.736514373465863,0.223296031479262 +1.06218808208964,0.923034675469875,0.110510300905936,0.113686157805131,1.40579342979365,-0.0542871321206689,-0.557422052856717,-0.114231764133789,0.341290616791453,-1.08594200171438,-0.0858103613759801,-1.91429813880075,-0.102621271234034,1.23016555204239,-2.57212636789546,-0.157738538166923,-0.213791099757886,0.377850769988343,-0.0350154503276361,0.832151398165602,1.25342456331046 +4.43179184321881,-0.749452861514057,0.450085907475011,0.492446430211158,-1.08014527895814,0.795642985932292,-1.99639316001187,1.65081122164298,0.494447106760307,-1.17259636170128,1.16042718261865,-0.414250094715978,0.290034770782926,-1.3173567498917,1.99777219128311,1.57958580589348,-0.590579892237309,0.0151588165077093,0.611801929625792,0.457130982437199,0.473595455258896 +3.15571632573973,0.854155162777532,-1.23965072688977,-0.852778292865263,-0.0913540985291079,1.36612268624566,-0.775051930805688,-1.10038485984529,-0.903985770080195,0.462365640513,-2.37305634355277,0.252136326562109,1.69520455950101,1.17145333966326,1.27235130009247,-1.12548051694901,0.34528666253437,1.17982004783936,2.13404572404973,0.871892150355487,0.0986351733475292 +3.50901105820576,-0.411871795704936,-0.692287130494616,-0.591453315735234,0.705676898482061,-1.5062734873056,1.53306448056632,0.260692085383838,-1.21349177439278,0.788011965316423,-1.64873002340515,-0.0661094662075991,-0.287086492806256,0.4438487159475,-0.433843614932448,0.285646154106809,1.17888972163437,0.230363535588534,1.26011623011384,2.99006911785775,1.3974562507198 +1.38053719933868,-0.0308414419021804,0.0187178128266742,-0.139925118484937,0.0458383441765713,0.0685711803937377,-1.20696559807002,0.0115317352218324,0.833660621581081,1.39358356371292,0.719651713175071,-0.111594795640094,-1.69107111578063,1.46489532851822,0.189621389643415,-0.270849179654572,-1.96118539782532,1.57687041104696,-1.57282306710478,2.39271568463885,-0.482849142773069 +0.280785122023208,0.352909444491459,-0.0407711901197943,-0.876259498963823,-0.434367724880953,-0.421413729267376,-0.419488757794603,0.721912479360263,0.0812082930009216,2.03577401092966,-0.456038555875063,1.87345717633202,-0.510204865394273,0.771026395264574,0.00249479956834282,-0.320592359533656,-0.209878405298889,-0.969623513262167,-1.14550485902667,-0.171459747059071,-0.128934515534594 +7.41665017106344,1.33281476855882,-0.872787075750355,0.163816356834022,1.40235610309976,0.434137286085093,0.99993107828682,-1.83347279783877,-0.645274814088247,-1.47619348526381,1.12990536184349,1.22118664505379,0.899008785107383,1.12427652829876,-1.23632292865463,-0.0226132338042964,-0.313982447650278,1.33968577601059,0.360218303554596,1.44356426835397,0.475468800445821 +-1.76617615096875,-0.397300785373748,-0.674675154063475,1.5668293783879,-1.13299476322048,-0.68156494758254,-0.563065905736709,-0.561883702045431,-0.640817977385053,1.37502413987532,0.519658890164127,-1.44016865177871,-1.95907016423443,-0.186093964102099,0.878122504953876,0.00850228056174232,-0.480571278433769,1.83277110820553,-0.0156937401257671,-0.661877748509366,1.1307437518459 +-5.8294501220024,0.713244597380488,-1.13384773725395,-1.48544324728623,-1.85953950413049,-0.913513746376194,2.03390604376817,1.03003358249663,0.133238725056814,-1.15670956920263,0.0651835999573929,-0.568544633086481,-0.678232381672122,-0.700890316347641,-0.337967190764686,-0.957402757347917,1.40168278257972,-1.25866296166462,-0.780134546293996,0.570517058151205,0.0611250743486913 +3.33029612540962,-1.50490055531226,-0.398757085582319,-0.42902523800132,1.05929387898083,-0.491968563726032,0.399978664254094,-0.344937054770122,1.2707913555008,1.63323828081771,-1.65349469728965,-0.44759372435648,0.444759135339304,0.0270139303159524,0.0549103866840342,-0.342296706527309,-0.615588366056656,1.06719239315795,1.65604722925972,-0.557896839630237,0.40012988340353 +-2.54921632569821,-0.986963822283592,0.302786518932547,-0.709279977446701,-0.346471649916843,0.15684672138953,-1.82631514434948,-0.544795659290243,-1.82635986687527,-1.23393366195115,0.342963470424047,2.25032242238902,-0.710299745969999,-0.0520158862048609,0.143596099542899,1.13194050124202,1.24922799214389,0.271875741178008,0.841000000791338,0.455800071605162,0.421532503843112 +0.995069028762792,-0.0217783561188168,0.210389043829741,-0.356390065378329,-0.190111382813897,-0.486877439203332,0.100257911879522,2.21616743472234,0.504410973190548,-0.322334699654312,1.5766882036815,-1.36086027486835,0.695609752599146,-1.33432965306561,-0.171986287297318,0.894397832599928,0.871658695419374,-0.993618845529947,0.37175784039174,-1.72252923761325,1.05483433138735 +3.60867698506759,0.408312918573588,1.15394424470681,0.370722841398511,-0.341224228390515,0.22981216421712,-1.98218094025755,1.87386002857876,0.348708401440589,-0.237218671666889,-0.183214240559557,0.980901574499645,0.962649933281521,0.819373319318368,0.0985501849814329,-1.31348177343774,-0.570599883302942,-0.607043479318881,-0.960279799483909,0.76469594715498,0.219057358343829 +2.60805355318251,0.426058512296022,1.31344739383999,0.950167837488391,-2.41863892458526,0.273414645974553,0.360683890190654,0.187804358950233,-1.13773694112399,-0.301817853097361,1.09015188328967,0.312975594184587,1.10971563847753,-0.892634606372697,0.233654809023421,0.403462210860798,0.722115448384555,0.05314386317364,0.511912995555399,0.282922325115954,-0.190415904885202 +1.72842022876531,-1.10116583029324,-1.56846751436049,1.39889210226324,1.10442119720309,0.741783746851802,-0.095730520591912,1.45912243244887,0.354553602962966,-0.54926050357236,2.12230206190887,0.142392718557997,-1.19478005976549,1.4616081064242,0.0863476262046286,-1.24277287912274,-0.059410610512335,-0.332980596012207,0.340612550680559,-1.04272210840432,0.224844554354263 +-2.56994046164378,-0.332349688483369,0.0868097070299862,-0.38013113016533,-0.582174892542744,-1.65836027676328,-0.723321597758889,2.08928821230456,-0.61737980304021,-0.132966715316024,-0.0443746358434946,-0.293919551198211,3.19423285310804,0.0186669898751965,-0.373108010796724,-2.02769454705515,0.0289664608604749,-0.563111922512934,0.599530530693909,-0.00887504218978307,0.160165559179479 +3.20410319667731,0.230207587652991,-0.0377115334679613,0.143194773073756,-0.626020205975302,-0.404477760898815,-0.121608429551884,2.25168791357465,0.526374496344177,0.217532662374942,0.240409550586791,-0.34423740257496,-0.289858537050598,1.02386341688944,-1.05805676341938,-0.80570406579501,1.24701630442072,1.28856512255035,-1.26019372731949,-0.97138114511624,0.294538101896602 +1.85078850843747,-1.17115340491163,0.523771608215853,-0.519873406953188,1.88599640177918,1.49293268493079,-0.0749653514874465,-0.66762868152569,-1.38509146826585,-0.991291253778915,-0.391354967541227,-0.252116063519352,0.735102602288056,1.51225763489536,0.176230389422803,0.950702612946783,0.965450816992763,0.339748536826084,-0.300557458384845,-0.105288094420545,-0.917495075171161 +3.45740791693862,0.591369538104525,2.21760138434448,-0.142250543934839,-1.19941801154671,1.04952403545098,1.19732866219087,-1.31849995247315,0.42337043509984,-0.777647764732185,-0.373062210409596,-0.00475469189192671,0.275747618357972,0.0667329747963789,1.85568056448681,-0.792402247033348,-1.836942070201,0.828657753115399,1.59508093241228,0.40826527325247,-0.250192457148031 +-3.78988741534331,0.147276022567978,-0.148599677159778,-0.775565582938888,1.10993481750124,0.361198810838364,-1.41679430423282,-0.661947663533902,0.24129771689061,-0.726919340233316,0.421194106815615,-1.68514594579607,-1.74899935712602,-0.630806059569324,1.36054254567442,1.1208553002463,1.72058646866434,-2.07951050625156,1.55998150900672,-0.86547969774951,-0.608761211211136 +-5.60024689613573,0.347951207982542,0.328373245940497,0.305744331503069,-0.717268381976074,0.678013109815261,-1.16391485468516,0.0616862246856277,0.943300910849792,-1.29492498378927,-1.37927278090249,1.31849877792694,-0.678376502241102,-0.638808183400373,1.25503832247845,-2.65690223339419,-0.945625082018502,-0.122692911633162,0.977690513418516,-0.680839991001483,-0.802856174639441 +-5.49363749532401,0.485813575523106,-0.395678325476801,0.137846010349453,-0.0189121097647515,-2.61527200994651,-0.547828498802014,-2.09313591471249,0.427681985068488,-0.171225578706704,0.186051117310852,-0.57621107056593,-0.348848169955299,-1.56637277231821,0.341411198512491,1.01101095611287,-0.0817639169716025,1.43237280979878,-0.595618766709004,-0.359524111916834,0.848362835932735 +-0.86313185225753,-0.847731136222292,-0.374385256593552,0.453167216668785,-0.959753537907721,-0.297486169449398,-0.259246251836915,-0.38264889315174,-0.905297615546607,1.25349521571068,0.207886437905185,0.483759595100442,-1.34346334328759,-0.285263914859195,0.64082819454911,-0.311061056139562,1.05847791675755,1.44137901486374,0.177512221506574,-0.434934094861013,-0.753699767892219 +-5.81911400245091,0.626973301904459,-0.0567074041640197,-0.228929166319468,-0.315854737984473,-0.617342245861937,0.535926702631295,-1.56701486260579,-0.0662010544450826,-0.961532214618542,0.518264931443473,-0.920402396713172,-0.887259100057716,0.652040022582849,-0.073769868596962,-0.231301488377339,0.100524028654296,-0.511911902428619,2.31997606186773,-1.08646338672538,-2.42987222675683 +5.05675568944802,0.479338419746448,-1.18004287120609,-0.545321668529318,-1.41422505430941,0.906508354058856,0.547481911355415,0.0298955430665912,1.1084611725631,1.79634162367384,1.22391288248156,-1.23277643086053,-0.245386025309021,-1.79068151324689,1.70656015898543,-1.05673159292729,0.603853605126351,0.662330229092091,1.21360031938643,-0.350318209968379,0.0876513269470711 +3.91750742025719,1.45524438210113,1.40830731072972,-2.01565347394951,-0.992898131771612,0.911606739289933,-0.407266654652228,-0.776465331134814,0.855794646180619,-0.00989726473048358,-0.34658708358596,0.382375555125187,0.263712547145127,0.529111403550642,0.536536194147703,-0.949653205956775,0.407163046682216,0.00453075167005194,-0.533816865231853,1.40914399155959,0.942330148558276 +0.751777688437946,-2.74065267072482,-0.8583442378833,-0.489086298527189,2.21638535931097,0.0915494626472755,0.203487226577778,0.314480999013152,0.777313324576657,0.870925640844542,-0.990872239927674,-0.889170818296559,0.120424150514643,0.645416190502332,0.297199143348189,0.934372662457698,0.664719331104446,-0.800092347290555,0.117377363175653,-0.124728774822612,1.10383313556197 +-2.04302195537588,0.765892847300955,-1.31636720804658,1.28067204720008,0.375519896283114,-1.4537845188071,1.43900311312657,-0.397642501976926,-0.0770291539026173,0.0610342872683582,-0.2701895906165,0.796083799997024,0.0249706616174615,-1.72742526843531,0.915831784270709,-1.38348923242105,-0.506444723560468,-0.524860514940741,0.401620497022099,-0.31088941812938,-0.0164385805446828 +-3.84511202003738,-2.35895358301454,-0.592276954548105,-1.42453637092132,0.76607278541944,0.165726517558289,-1.03733449272043,-0.979675721746665,-1.10359158006643,0.727232980047903,-1.01408959659259,-1.73210860886465,-0.393887329603134,0.0505108332800186,0.308717475067327,2.24189869849382,-0.754830519827925,2.00817059972462,0.713317816654389,1.20310694927794,-0.685629043446475 +-2.37552639885061,-1.27196213516537,0.167040736782326,-0.758125182855473,-1.3280949001356,-0.591013650865954,-2.63246370825048,-0.997273947990166,0.797858007331016,0.918114728208972,1.58643875956286,0.0571288133063363,0.270106028574674,-0.0562790321577569,-0.326878971175473,-1.1632297327006,1.76329203892823,0.340070796877225,-0.730898295946746,0.169466663879564,-0.145657785223766 +-4.48436065834808,-0.428374386987539,-0.0949093361044551,-0.274162128572726,-0.0827138674846575,-2.64413001566999,0.121595647164119,0.820795802066901,-1.3405371198745,0.897526809716349,2.08229412338024,-0.390963839174204,-0.814056010701787,-0.845775631947428,-0.879814335265913,1.52751290436098,1.77944239910715,-0.979919961955064,-0.147202163737457,-2.36302583389457,-0.553220326612894 +-8.90061460402694,-0.438388143490528,0.0498339110522666,2.28189197295624,-1.18667209557638,0.545772042399997,-0.516134882556393,0.792322743397581,-1.01495252370433,-1.01923298867798,0.384109482049317,-2.67773120518904,-0.376843849514387,-0.0515652311890537,-2.36645387304452,0.145731263134475,0.119760073780845,-0.0452073849968835,-2.2113713750551,-1.45505474304108,0.42812392703581 +2.03340075361369,-0.462495627433044,0.516714793953567,0.0940880964931675,1.96829967315826,-0.182309672381396,-1.15458175437752,0.161397858094912,-0.4508320541291,0.17154490332309,-0.565811670244053,-0.570127973227223,2.11479947119035,-0.577373638253864,0.768879843389738,-1.27145920020476,0.827505210034288,0.143824301420313,0.571923156950749,-0.778556168157043,0.442352144864233 +-6.12779784218865,-1.13061166997732,-0.880688186098799,-1.46378876272018,-0.942021456346706,-0.858923770142073,0.204815648543447,1.08513240073137,0.294313865094208,-1.20750355334139,-0.593204653799442,1.03085115560725,1.35337242157721,-3.0630717322698,-0.167536081973092,0.251234873350907,-1.29372214439486,1.57846616586509,0.374619641925086,-0.978710009705241,0.514626634340069 +-10.5777127366944,-1.32166372557291,-1.21072882567315,-0.0763927794456695,0.144198108911972,-1.55637442147532,0.626899351798176,-1.41980626556273,0.515235467403729,-1.50173635255668,-0.363130341024417,-0.916762601537758,0.000953375093058895,-2.36119032168893,1.11449796302049,-0.345763308890057,1.44120288419025,-1.01126234603308,-1.89455114551158,-0.400475868736449,0.495632792571349 +-4.88799168301665,0.14896529316733,-1.85503338983951,0.770588559506045,-0.775337871973113,-0.376046274281447,-0.916441609586369,0.33030175487174,-2.29078243456582,0.280327280547215,1.15353508538209,0.244303354664848,1.82820675493537,-0.400174129233325,-1.6224361264195,-1.10144929706716,-2.00205621935758,2.08418374728978,0.419522539182856,0.343988380654817,-0.568326357785696 +-6.05055119797111,-1.60396193394315,-0.27015719402789,-0.382394176507427,-0.108931535225149,0.154934047976836,-0.508526849337056,0.586894584078936,0.752899878495266,-0.77239302667461,-1.45284327309533,0.472378216817903,1.13203048911976,-0.746178300027426,1.4913609782839,-0.542783903283332,-0.213441489239519,-1.09713203925695,-1.53284236257724,-0.940680348483796,0.642632056093415 +-3.65809413513776,0.434257465623256,0.0796198930267878,-0.544505808994391,-0.371277638592882,-0.604337134414705,0.436307702291852,-1.33297485580221,-0.888770520709583,-0.558007585335445,0.936148012540492,-0.451835425462466,-0.694204843386635,0.273266515364135,0.0345107193893755,1.16168756892453,0.939633705970413,-1.74902466389517,0.195812646311701,-1.24678741058708,1.01407863361294 +4.47507366784146,-0.229863967854201,-0.970835648957325,0.262679955768184,-0.147483726032338,1.18401313085252,0.306945352125236,0.334244278774241,-0.270005840336217,0.778863366354444,-1.64820296855677,0.704618867951778,-0.191414736760696,1.24733910213231,0.270635357722492,-0.223577025216759,0.315916853334556,1.74854637216254,-1.12275120706219,0.597468655629514,1.32301921876203 +-1.1660264453634,0.549099472803757,0.318321885211349,-2.09074878209795,0.717418587526947,0.247902045587702,0.547416268425047,0.623180168727891,-0.379629554199149,0.526898016041186,0.663728368394833,0.120541940620148,-0.0794309291014827,0.317796917293008,-0.304557332053285,-1.30374951425807,0.397294048149964,0.485161052557067,-0.142217814548177,-0.593599649723372,-1.40738100586981 +-0.98066978537677,0.00676956777443672,-0.766016947486738,-2.40777181500115,-1.29359073869182,1.19337567572087,0.551758490367749,0.288621025229316,0.353105925261518,-0.425308976341908,1.93899261148741,-2.06365835662912,-0.355929506874813,-0.0969407714623782,-0.565140429014418,2.85014570683085,0.962292059503786,-1.02433653526644,0.481955773142113,0.283063625860473,-0.235431926772529 +2.29749067324577,-1.75086937624733,0.0714390415422712,0.788504860645289,1.38166200723401,0.898116039821851,-0.316469487869286,-0.443742553997412,0.908148619987432,-0.247104724465094,-0.995244003382451,-0.58652455092777,1.00555700458803,-0.248653570552422,0.677740783743462,-0.27068790120846,-0.391651932702116,-0.125502375262182,1.04887975122231,0.0306205579695959,0.546236611826594 +4.55502932584449,-0.445505932145011,0.337849373924824,-1.09601364427647,0.884858496803794,-0.0901581493158934,1.0456580185525,-0.37987726591535,0.127343421634815,-0.433824716478122,-1.17293695944937,-1.27309890791648,1.2655252775165,-0.462845504801871,1.23343937437062,-0.119681391992629,2.09837450209584,0.597716516800783,3.10105386004855,-1.35044747712499,1.1296366848093 +3.79915226226054,0.521403799517939,1.62024691920273,0.0645210507998141,0.0733130908351613,0.307057522495066,0.345594951841789,-0.198965196977674,-1.14565587499991,-0.644462885383125,-0.838714353800555,0.220823011083295,1.22842697487364,0.182290870155205,0.506798580074953,1.0677679663944,0.0758822981377381,0.0606730870440365,-0.431789585285706,1.86569617521961,0.152704973511113 +-1.54796040344631,0.415691765588317,0.24097730113375,1.0223858288231,-1.50841850948661,1.48830771664592,2.01753738039177,-0.221448160746605,-0.956426051288276,-1.61291776643358,0.176612881117171,1.37841235726122,-1.11616060930243,-1.54150457901755,0.573074892485947,0.675258594583507,-0.0767811786339055,0.21580860236849,-1.72852764207266,-0.780208368172585,-1.21339734194668 +-3.14654519146122,1.00812944995673,0.67560957613796,-0.904260555530941,-0.589090412672033,-2.05786118577219,-2.84286549409114,-1.30159980054475,-0.0801495918183399,0.037380837979763,-1.19091366082698,0.727209297349482,-0.0538422852312877,7.42697227017022e-05,0.808563724294037,1.11276932395264,-0.330700135246995,0.402670249606235,0.101100715462913,-0.685601099233715,0.569925378326173 +-2.21125638780398,0.69070062843697,-1.1029490218287,1.09977650250986,-0.80128585678757,-0.832838562499868,-0.917551622332165,1.33200570983066,0.253641927836348,-1.30358670627892,-0.0734623209483679,2.17689079828629,0.452107893708384,-0.259339414316402,-0.718309634463927,1.08049777862623,-2.48426276416003,-1.11534815340014,0.86875541624614,0.351307395030802,-0.114333657253289 +0.816956257017198,-0.948305120314812,-1.07891924405383,0.782101593388685,-1.8075380977911,0.184764723774439,0.696317677127419,-0.119261516699531,1.0999448620462,-0.160024935696809,-0.550811321978935,1.61871211975525,0.834684146888563,-1.65435201437448,1.76572878424747,-0.643217745601005,0.684812507216013,-0.815192764071146,1.41095316726004,-0.267998663798938,0.621185984010881 +7.49281080076696,-0.465066145255398,0.510043413983017,-1.19351386507068,1.26981158466216,1.998909618441,2.39316177169377,1.36473226984844,1.37439167994701,1.84587678637918,-0.630106900465166,1.06185023650371,-0.833549539933251,-0.0805941222652633,1.47395898027225,1.08218840301606,-1.33716672598766,0.925756278224353,-1.01269602319129,-1.07901314964268,-0.401342967103744 +0.198182488573012,1.25485699219788,0.316132388954748,-0.664159853504367,0.307933996517797,-1.72420613670978,-0.206443801580347,-0.268329063734043,-1.30182815578647,-2.10829480115931,-0.111393670800657,-0.258277676651462,0.0600747942789813,1.82043579423151,0.162985050378471,0.921922826010564,1.12380947749666,-1.33689023380552,1.12679115835515,-0.437357736428532,1.6259012901636 +6.32776142772665,0.333757642356214,0.991203405827123,-0.509590657968785,-0.743855174987914,2.13244954140419,1.17809810792964,-0.889357431754255,0.719556929579711,-0.609182708578755,1.67743771063467,-0.165818517728307,0.310146401975254,-0.643557229435348,0.996744749167142,0.186956322965695,-0.280888938856134,-0.168730031344678,-0.235744886355752,1.42436293039156,-0.0871393581283361 +6.0669152503253,0.202687858632212,0.327806443482125,0.666116147171213,0.700081985227015,-0.400979266055441,-0.494881306759076,0.0983880773932,0.80060987226244,1.23252317682873,0.169065036687022,0.136427292395309,-0.979479498668804,0.79323177526972,-0.0714403339410851,-0.464507038589055,-0.0562409553553366,1.08535779495149,1.27967204139082,1.85189042888935,0.674596945656871 +-8.48762431025908,1.42024038155086,-0.128925230320238,-0.817722594744872,-0.368044302410792,-0.722743185700468,-0.189949684446996,-1.95492757563803,-0.748025019755284,-0.0916645624289018,0.0138496281341364,-1.73064361363451,-0.419770968241681,-1.83031042312662,-0.286489264584677,-1.77008520197321,0.308496563606135,1.61310206283971,0.578458084630053,-0.456182926143355,-0.313640646462222 +8.67699300278736,0.489544016044625,1.46051068209581,-0.656671024881293,-1.37887896365303,-0.776006369348849,0.76987099594335,-0.109200911509509,0.517624662013384,0.851567608965278,0.816929788148411,0.0891282605645909,1.26946156562187,1.84474425764147,-0.000773762446408418,1.81304833507701,1.07736043881198,1.56078954763371,-1.28684418221871,0.428231117850061,0.53325457572537 +-1.15010122706146,-0.63555085236265,0.115618070467153,-0.272393219402859,0.204204386439684,0.0888481645203509,-2.35245609152719,0.426300102585483,0.582525673922941,0.694501504124892,-1.78524199437264,-0.58351934530077,0.174045758476294,-0.109200143023886,-0.201171533270308,0.767535474639795,0.0479359076868641,0.0515575840467379,0.249498728255911,0.899567418447268,-0.19086098056989 +1.02256025630141,1.499066838108,-0.637835488145816,-0.145985951667628,-0.482012734538065,0.327532723021462,-1.5373842416525,1.19529238811507,-1.06961569076617,-0.428756454411052,0.777866918122385,0.995563874012924,0.339076041615471,1.08789377321356,-1.02717331554541,0.920622375962906,1.57923775260909,-0.466582340942642,-0.38229167543609,-0.55232996480471,-1.28376500940948 +4.966784633168,2.38465628452736,1.25223975461566,0.752081945010702,0.658292291616228,0.193710863389677,-0.504466053502906,1.7142757109711,-0.514875306905317,0.313126545400387,-0.287085563981148,-1.51721212017415,-0.576199601458788,-0.425633794707652,0.802532824809256,0.348979072093807,-1.1084324722652,0.406164903199906,-1.82891089572717,-0.732358697556601,1.69016505803532 +6.69120736293923,0.0148794173942977,-1.03521122514625,0.53704533373501,-0.794440258730014,1.10855220728904,-0.456326025608904,0.780983922889657,-0.340702177244519,2.26599054851122,0.38364486571589,0.61110697939797,-0.918760234300172,0.732957620143911,0.87335996107885,1.64994147209856,-0.251531448350044,0.568815106089858,0.403035872881584,-0.737154414969399,1.90808087447985 +-3.65851903588516,1.15049126108171,0.926259074100498,-1.57822635453797,-1.02465757025978,-0.736178079357371,0.346498907442243,-0.78993216945313,-2.1914489302278,0.224064790283213,0.774568542602519,-1.55036828731188,0.82913138092514,1.09516998015149,0.337974906670326,-0.14084920721546,0.732447878939079,-1.04504682137725,-0.39277132444267,0.260164947218722,-1.06858501528833 +2.96587548809867,-0.879528021897158,-1.01241614885863,-0.744630793171492,-0.0668680046132786,0.427019255327377,-0.933156009789226,-0.246486841704314,0.116888044103738,-1.25757933912812,-0.0783276433014057,0.489776801152647,-1.05973945726824,0.172310716351506,0.433823848149684,1.03419564496237,0.189678495045037,0.724155745159156,1.66129929635219,1.23531170401164,1.27613644562218 +4.31477218615445,-1.47459307530246,0.589982785722529,1.0401998499555,1.65582502803044,-1.20439090583387,-2.65037102325273,-1.39438656980658,-1.08531222499908,0.42268977156136,1.27380129785296,-0.407125906317923,1.95025147234636,-0.530326342702814,-0.572102691611679,1.2181534069059,0.903433110764984,1.6865206228441,0.00846405343765355,1.44402454502467,0.792629838181952 +-2.42112392508727,-0.200899041202627,-0.716347755593694,-0.349361314649786,-0.902758166700957,1.81404684511636,-0.416988135243038,-0.471504248491025,-0.840621812380123,1.62946153857778,-1.11497025237366,-0.55702115867625,-0.134221687594315,-1.38426063602595,-1.46888329106566,-0.144488262590428,-0.308194495748506,0.883976118550975,0.0968451744776172,0.86520380347904,1.75301774380632 +-4.55795833394994,-1.50071882862244,-1.53070070149023,1.12898892591355,-0.702155647152499,0.892731151047013,-2.2025085837401,-1.5642002629038,-0.471116831814115,-1.68275159963722,2.13730627942295,0.248902773826258,-0.367366808552196,-0.56705103337111,-0.0289512190493992,-0.350321623359963,0.508758127759293,-0.29933782588724,0.853461548200859,-0.769383436115481,0.221716145059765 +3.44438177098131,1.97332832066431,1.02506959302441,-0.440803138197774,0.912398817978266,-1.10627584893227,1.60342811312082,-1.89770134504778,0.565215757185873,1.69994815712066,-1.20883957451055,-0.726870640361194,0.683131776301027,0.757687524608307,-0.218673369710031,0.761526722666841,-0.711903302559074,0.0554363216187343,0.421742933370755,0.362254407409958,-2.65744522521009 +-6.46069489348425,0.592827814231592,0.227495941871757,1.09253191320305,-0.390503541189566,-1.6817355758529,-0.458466713003297,1.73358785032986,-0.867004895158245,-1.02079680354488,-0.729128854836683,-0.656825393928136,-0.604276991852741,2.02142588059293,-0.536326255557159,-1.68669850286125,-0.462253735463683,-0.632487594019785,-0.0121476363119998,-1.51455134907467,0.215386594510831 +10.39807136876,-0.897795931315966,0.595396221613575,1.21838182364721,-0.178532636119729,0.33280263115892,0.386208283328528,-0.368777746460831,1.64307393872639,0.848037293699431,-0.238254129208856,-0.291716030819547,1.27787488780773,-0.897929414177064,0.54233436410473,2.62651092441804,0.976920648868569,1.0793019852081,1.64342273548525,1.08671706332213,0.07621946717232 +-2.87190032353436,2.06808613025328,0.149136587127792,0.858021277017486,-0.765992222173993,-0.16974698431645,1.26640904540719,1.06229346562015,-1.43035839925842,1.54170430654176,0.0548088018179891,0.297194336051833,-1.01830514592262,-2.42797256546098,-1.41126403755249,-0.803319846846774,-0.0692297121784414,-0.703283371036859,0.106847628594708,0.427268219020427,-0.947463407592079 +0.0952926410913523,-0.411501791237211,-1.73198287237728,-0.495045307697709,-0.482930233184392,1.40464961855036,0.33880642651638,-0.553626737935896,0.259531636982806,1.04796113768592,-0.230977339842185,0.173788426484692,0.256015149214368,0.718126486953223,0.486621321662879,-0.625146967506737,-0.886252458761018,-0.880535946202102,1.75798947014769,0.269733148847963,-0.520088545897992 +0.638976781833689,0.0500931824340485,2.03958939010706,-0.116353876744671,-1.47244169940031,0.852125563390523,0.239383302963912,-1.75120302658446,1.22656361971347,-0.345561595571579,0.275852154910895,-1.96891205287812,0.527319680342944,0.694335607011675,-1.03079394324102,-0.31130235375974,1.60886930237144,-0.757993786245297,-0.508611792352335,-0.423898178305944,1.20541380348373 +1.14769429906381,-0.149196924845244,0.401991976160276,-0.644841762681289,-1.10899203743923,0.172329466738071,0.114673745675435,-0.263330887418826,1.42575421507096,-1.59309069406114,0.156082583552942,0.277587679870122,0.394691654768932,-0.848113338565332,0.867390191160694,-0.155502417821409,1.11500049690318,0.600643458036924,-0.0212848887449411,0.0054095654379493,-0.439632551911455 +4.46731718414957,0.0331150400668816,1.09197390598433,-0.231339007127641,-0.13980313562016,0.926056363329773,0.488237536955832,-0.954234211149884,0.895456199951026,-1.27149069164914,-0.0623139780273914,-0.23442133206965,0.594238435633332,2.09479529520347,-0.268973186737273,2.09298737887027,-1.02798523932389,-0.0891004711043358,1.0992147485559,-1.22424594649884,0.384062654607419 +2.44709389954559,0.480476390538912,-0.473535487230775,0.163421122566211,-0.33075158064693,-0.629148367180437,1.07316044615092,-1.4587360603531,-0.245404182290867,-1.03094938857106,1.66675346470782,-0.474635064249697,0.308150043917961,-0.156934107007482,-0.860169252115191,0.410254705592976,0.27702965063764,1.20686436034227,1.79685447613473,1.77327542325262,-0.723738154343292 +-5.00572885484054,-1.09867070066783,1.33837465766305,-0.575947540039952,-0.353511857911917,-0.911500468631448,-1.4105293539563,-0.526235622349818,-0.329348395570547,0.409891808870026,-0.330140637752587,-0.696155036067612,-1.33441529309774,-1.41974669517891,0.542655719689087,1.15697272251313,-0.135430368249099,0.568809052443676,0.706284941682507,-0.364166011998388,-0.0969042829350285 +2.71298382290379,0.333146177936074,-0.471162587446141,-0.979666966836648,0.690352234172653,0.200661757492113,-0.400164573995812,0.0653398573163498,-0.903061272540672,-0.416465821986062,1.06738144187102,0.550207537040786,-1.0283631579075,1.15102890135659,1.62379227726138,-0.971014674898654,0.0081058621311456,-0.306190928254081,1.47715407929773,1.62975756272181,0.454194999082936 +-0.217171068334139,-1.2730328244313,-1.42393516539543,-0.200214556218313,0.476637842361175,0.346408844216502,1.35609074807774,-0.209440298413758,1.06377295233451,0.0851192481626315,-0.158997039802573,-1.72482151197392,0.787805931609639,1.61553798432516,-0.35460460483604,-1.1931324000551,0.550115837965179,1.26867090752475,-0.942611780029864,0.919803371391712,0.102674002122844 +3.99005799094563,-0.501885015551968,1.21994339369723,-0.298851407666797,2.40845230445484,-0.0838244759312713,-0.0418720359016746,0.889565635490433,-1.98350135152143,1.92145443179936,-1.21036571049891,0.233911638613964,0.57951805869627,-0.21727819459093,0.682539708291911,0.0759669292264199,-0.685299274991433,0.9696956866115,1.07139004623088,-0.923672499660114,0.450875925902764 +-7.11907195876606,-0.0656163018682109,-1.12891909385504,1.18468024655453,1.71259073378556,-0.880595259427537,-1.49666188376273,0.0384462193565373,-0.254622743512335,-0.642534510644546,-0.0247920997807241,-1.49375483664544,-1.00515642180548,-1.80938232957333,-0.160756393254326,-0.00603364920183232,0.707048063288653,-0.45580838473936,0.247458113253737,-0.94660104826858,0.670522440435529 +-6.09504392627738,-1.65685378500014,0.745910983250042,0.343095425520657,-0.140172484195927,-0.0231961285068606,-1.58034026774446,1.01076601369295,-2.02260542151371,1.19098886721915,-0.0251104035248442,-0.885947698699998,-0.306785673467703,-2.03062007665077,0.160612594845191,2.32072237076361,-0.404788494890465,-0.851412891486513,0.0736030246879331,0.521464176654106,-1.67726867942089 +0.402713346062104,-0.00814384231639578,-0.367363434447256,-1.13420366516485,0.404588802697015,-0.874255803554022,0.482778403607212,1.787911860758,-1.09986745175004,-0.15521044787091,-1.39475994674539,0.404722873250523,-2.00260557346439,-0.232119284837576,1.08265845838072,2.30943787448083,0.39163953797019,1.1624160214558,1.6620537513323,-1.59503196732839,-0.292575140595505 +2.65365146887558,0.920592981162441,0.704619513432757,-1.29848667650914,-1.38454836985566,1.22864268930335,1.64902199426635,-0.439377618222216,1.11017276365661,0.199152827654833,-1.76393258569458,1.60477328171675,0.0769371580979815,-1.45561219915709,-0.72522417624693,1.01323511011597,0.828122724634006,-0.805801898202097,0.785350493168575,0.0561541615794525,0.49588222357771 +-1.92408786377274,0.383226342731421,-0.310333151464618,-1.61112440571674,-1.20697332263259,-0.762504750241777,2.03039400704881,0.792815866779714,-0.913814684448862,1.8314267145488,-1.38606765571948,-0.116926127144076,0.490474977462109,-0.498068455567377,0.46691777874701,-0.169242207880479,1.0186347883442,-0.311705484170348,-1.43232319979664,-0.2652245337263,0.521433582889886 +4.85611843553284,-0.730588635821384,1.01563017576919,0.500670345042061,-0.517364416919728,-1.05617974493616,-0.377027568136885,1.44170380136565,-0.465616628449075,0.00493729004260015,1.72585586696206,-1.32917196234358,-0.21049330083951,-0.138626287828246,1.58780250389009,-0.0758604656190994,1.17234650742372,-0.264874244421464,1.35343637623898,0.519977267770544,0.842217762659944 +3.02065554725587,0.703331302233232,-0.525645310656475,0.938784862315387,-1.49792951607957,0.37160358300511,0.824917678057574,0.136866963775849,-1.6917546469755,-0.0578553885830791,-0.387950392216749,-0.0857274867014672,-0.0289935528348061,-0.40826270479767,1.28656376014238,0.611127239205632,0.470957396616175,1.51540065541775,-1.09519200751144,0.191953890721291,0.732570814893302 +-3.74908547691242,-0.418622401645369,-0.850928809378454,-1.74618411968335,-2.62999379761501,1.123495838278,0.919350678428833,0.412745638429147,0.470415173312365,0.638037598348423,0.78399629483792,0.39628627859799,0.545058081863733,-0.0660464685893459,0.575133845629805,0.902231582755807,-0.303934424054323,0.505891467036816,-0.631439809233228,-1.48174410481305,-1.81578277954654 +8.199897243504,1.46742960819724,-0.199689952451953,1.15522050587591,1.98809044332886,0.453957811866297,-0.375845879902341,0.849014653938729,1.37909253212907,0.24816940269509,0.248264531241038,-0.373894254757964,0.156031306431146,-0.755688746212954,-1.18430666247894,-0.968429860420176,-0.193053185061798,1.67180341118547,0.404543496178137,1.65360342482207,0.599925228652392 +-1.83964304729282,0.0804162714614864,-0.197962150747072,0.434668123640531,0.441768072680359,0.446772222121509,-0.766687063169832,-1.19951287429554,-0.784396673503299,-0.52301295216907,0.157112761384872,0.127099402457157,-1.59829881627576,2.59144124255475,0.679134475321372,-1.35978545178312,-0.611764733893927,0.160037527803293,0.176790804713412,0.43234485356192,-1.44718355069956 +-1.42268961249303,-0.15182541648089,0.141712188110664,-0.668650364227975,1.46371183083132,-0.589882568044066,0.744155192508807,-0.592578228670707,0.525137792881259,1.34275212781778,-1.25980846240538,0.874965338070253,-0.878397673780269,0.641647324732582,1.0001420363376,-0.0702624671292026,0.551963255419078,0.154922057797906,-1.17415812214101,-2.16670268079636,-1.02579418660536 +-2.87896576838141,1.01542060086146,-1.25040066681783,-0.619574444082019,-0.169925868199257,0.329442101751692,-0.889391979448818,-0.740225239007234,-1.19735164954306,-0.402790907746593,0.394882611553185,0.120846830405269,-0.310129414414111,0.00438278457149877,-0.234246010041613,-0.551481333297778,-0.637136451008551,-0.193577449851568,-0.730131776995899,1.02250472238849,1.30039629092346 +4.59895262553227,0.328039731828125,-0.0240144284503765,0.0712112995133379,0.229426777614479,-0.324655958908903,0.909977947267512,-1.03576191486461,-0.599930066618637,0.841013362676457,-0.17169652959744,-0.0737508748969774,0.710831731046611,0.582820300620969,-0.815840234078315,1.33817862279319,1.30904659224493,-0.291546289267312,0.660397920244386,0.795772527395846,0.296161916783683 +6.14270228240101,-0.576973172799859,0.61565552989914,0.139084169754035,0.852604073650977,0.76979837396612,-1.42833214678057,1.28673229981824,1.77307066603656,-2.10089984857476,0.385262945706692,2.23849199013266,0.254418323255217,0.150354809957167,-0.0584594992527389,-0.17979909214842,2.20991737052968,0.364308354734582,-0.965351663962489,0.68202545872525,0.79661415090873 +-2.10753751305467,1.30930989880338,-0.0144585263438406,-0.291030056050951,-0.0194468359560697,0.749428340478966,-0.468490422095689,0.291840317765961,0.374400385509266,0.941950940858735,-1.5768175361659,-0.186337194354503,0.181369200567943,0.423129251286819,-0.0679658515431433,-2.29598874824496,-2.00392838670627,0.362151536277694,0.174030417429538,0.712443780287295,-1.22058405697359 +-0.831754456941263,-1.13678908856782,1.60278391598959,1.05899193305343,0.630616308128583,0.652248988448323,0.0546556368942372,0.123371488041214,0.635984772438076,0.846813711776258,1.12923535958972,-1.13682890608293,-0.992670439750104,-1.40869866546962,0.00534419450442737,0.347917402497106,-0.437982324041692,-1.16420087711991,0.802176366082782,-0.218183857130165,-0.942916476557938 +-0.97334623159522,-0.880663913914665,0.678284050464703,1.87521548389097,-0.19216893413467,-1.4182302546339,-1.59911508947186,-0.185440642102008,-0.0743666427142725,-0.0947336624094892,-0.25320511787728,-0.036609559881187,2.04803665504221,0.611065440922467,-1.63543129413848,0.300101138306028,0.58702230977482,1.07997194493572,-1.92269247660549,0.254462443992465,-0.99234155385878 +-3.44805411916831,-0.485583014637264,0.0566828225878134,0.214102014166588,-1.5689013603279,0.225787928734684,1.11319266655004,0.184305589158498,0.0848812501590445,0.999212765252673,-0.814623939332268,-2.06369565456193,-0.0807297382217907,1.88365654960742,-0.80782990885868,-0.195487251997383,-1.32631040101858,-0.354406881588614,0.0565232766264341,0.160608736654203,-0.319395758717436 +10.8022015595361,0.227432805485141,0.701484222638632,0.967610202144166,0.0751304398784324,1.84632427696645,-0.116490764407866,1.87981601306617,0.593843806662025,-0.010145028209229,0.808274370581789,-0.17061470039147,1.10827719386644,-0.607782047092092,1.24025563799649,1.18925543045993,-0.324239094943135,-0.650477748569497,-0.164881312788142,1.41420958585527,0.250124482338756 +-0.312289210592035,-0.0664613489790137,-0.604704199410419,-1.38115303078325,0.461113342894807,0.629452696071305,2.20406907445363,-0.249752875324892,-0.819553974635834,-0.526490958934613,0.227751292382813,-2.09423692154927,-1.00617350301791,0.277467884318252,0.971326436609112,-0.465557555429836,-0.00207614434144116,3.11374016549943,0.297454931054956,-0.236697932668701,0.374597987710211 +-2.43034227616444,0.35161359097422,-2.20581024173143,-1.6457220845649,-0.619152736951604,0.904283513066711,0.563340899312805,0.55792114190355,0.623546586544086,0.478891580742629,-1.89934355276967,-0.276911456492581,-0.852809852958934,0.254533589865774,0.7513411978843,-0.775022600012972,0.0405708392872347,2.2936758192774,0.464292556985485,-0.289159138399135,-1.72503307648272 +10.9000002602046,0.686252748172832,1.54483001396647,-0.926886873116575,-0.506292860694227,1.5366232939136,-0.0967317880279716,1.01240932925911,0.67803017997017,1.7075097014793,-1.50346961916624,0.469808708403629,-0.106533458865857,0.166482420280395,-0.615661333379657,0.589934643358121,1.9715794561571,1.87558896007801,1.18471436526528,0.174821320911692,0.582520135298822 +-5.06006835836895,-0.298624133090586,-0.987975816848289,1.16152380153372,-0.191661796398426,0.605174008986412,-0.0652210260340784,-2.04180983058159,0.156168194659155,-0.228064888650782,0.132581980237595,0.647752337499654,-2.34085492747697,1.56918240389865,-0.0697961160607789,-0.981062813334791,0.500741965301228,-0.157830755482267,-1.2122886966463,-0.364167228536946,0.114748594170777 +7.79927059976421,2.08893895537066,-0.599521804782752,2.00346849394872,1.20507719784753,0.27060248182694,0.868119978581686,0.792988069570348,-0.439691262650063,-1.47218082371074,-0.844466860814595,-0.710393709310243,-0.453112781177695,2.15566732494175,0.0274470434129136,-0.151329869085923,0.924867043730367,0.469200280521288,0.791503803746842,-0.0737079332615665,0.151809975999487 +-7.82228277790611,-2.21465093767321,0.0850204947164576,1.23877912420917,-0.231196212644101,-1.99019858572902,-0.851483507456527,-1.67300103559085,-2.00230510358641,0.515260761965663,0.480623566765824,-0.151196001877483,-0.209777093998536,0.195966039782366,0.120688108035857,2.31210066755915,0.282536733188569,-1.34995746618928,0.522141900792979,-2.27621566036151,1.1681493477766 +4.23429013240613,-1.24069478036819,0.957479177005792,-0.992140894002361,-0.186536317738641,-0.58831636579938,-0.862168076746494,-0.256224882349923,0.927613773925432,-0.0586541472485891,0.797667376295911,2.33841474902577,0.842619248021989,0.925070831809584,0.522929443030461,-0.414553274481377,0.273444730692134,3.05390841157225,-0.872961687860723,-0.578883105018304,-1.20017183593964 +-4.12506114844464,0.763610717323856,0.960184354897272,1.51393128724034,-0.918156860312445,0.801531345962867,-0.402371564258533,-1.62210901574241,0.348374014177106,-1.5884207164443,-0.268012560673595,-0.00389517286104512,-0.0185668205936524,-0.0726422118030243,0.680752474075759,1.52904287413333,-0.178802673512764,-1.52338602733041,-1.69616219973526,0.694490580119249,-2.69012517242213 +-1.82670713824821,0.151021480693103,-0.303291697447223,0.767712726970239,-1.76024737851695,-2.18725481918409,-0.0687751336620119,0.783339545973309,-1.65697097016894,1.25269688943219,0.137916591816897,0.312230414798635,-0.741133302523411,-0.320278798434548,-0.818407427514876,-1.6359142293299,-0.086182240458606,-0.0872666546447228,0.455884116043789,2.07318077666669,0.958742060412015 +-1.76250995785977,0.242267804187404,0.130231110837607,-0.54811448075464,-1.49972544158361,-1.08514181664565,1.19379174326161,-0.790032656555413,0.401838777464164,-1.20151711250881,1.40983875829882,1.45613972572811,-0.633082059884998,1.27439849591325,0.329204932492665,-0.756717089313846,-0.155860053631491,-0.284575117978088,-1.1979342522476,1.09710144393435,0.795851040704562 +5.28424754009419,0.472579572380746,0.48252320372027,0.624439470945497,0.450410450626239,-0.300409629581607,-0.0560923741201791,0.339247027314547,0.951216094545379,1.70892093679089,1.13998679789296,-1.10976634292977,0.433216563795183,-0.707963925654866,0.316175838070904,-0.188964710360169,-0.736271003812744,0.151541608105189,-0.358431696259968,2.11572604645408,-0.685009435891493 +-8.16684114735002,-0.49800932782804,-0.926846991756512,0.150810243531202,-0.129354300602733,0.350577342202385,-1.14669078677897,-0.505743526928915,2.2239560004516,-1.51454119888452,-1.70587884740887,0.236191856063531,-1.14081766022467,-2.10527840153803,0.753134776926004,-1.16845697717751,1.2869753284334,-1.34606888141814,1.14701505131914,-0.22480846477183,-1.20572905696353 +1.59490895371053,-0.616013685116782,1.32724626654531,-2.4015825173822,0.501712882247046,0.169874348041267,0.892426458789277,-0.845965546996928,-0.257849729946679,-1.49481361397741,-2.39882161833606,0.574858650902502,2.54566666160887,1.23871049211577,0.580016364073923,-0.279302481905837,1.07416335093408,0.461467880250193,-0.168871654981926,0.580838192546373,-1.26257531247169 +-5.76196874691389,0.0207280482276576,-0.489125104265667,-0.709658778521873,0.146976831373755,0.22760937295595,-0.3714107792379,0.0200612653785332,-2.27133204003152,-0.0594674060540807,-0.541303583910001,-0.27176841429478,0.503267354028269,0.876216635686881,-1.02594823012967,0.106829161747546,-0.288711520249053,0.601126429879706,-1.49101672079866,0.667297309202246,-0.937810855833889 +6.82322087296438,-0.412831728375516,1.32272643462996,-0.169044309830388,1.21856156621075,-0.588580752495175,-0.119994149022776,1.5172840634292,1.45619329012568,-1.05646863860425,1.29643858773375,-0.0196131314689689,1.0492535358128,0.327945275092044,0.117309207072008,-0.785578163263783,0.422746688692056,-0.304195416849831,0.0758936961110954,-1.20350904098383,1.51700861099045 +-1.54126226655156,0.412128491301367,-0.787069572905756,-1.54301868498935,0.673399726057716,0.386681431043181,-2.05421650976958,0.680799800732093,-0.969624874850445,2.61342415175278,0.158106348826883,-0.602637644189295,0.491449529714543,1.65278085791932,-0.846276567915875,1.11253165404634,-0.579724424429315,0.384999313316253,-0.387140020761834,-1.12558554050867,-1.03527551082404 +0.214729660783018,-1.33826080996467,-1.85479167515252,0.534086132988699,0.167008197272727,0.64506549115938,2.21298239346429,0.604490514370026,1.73571658619558,-2.22040273593826,-0.762279270902921,0.595489446095639,-1.20816104768109,0.941250398777656,-0.0973290255557319,0.0200773858359216,0.822426189379333,0.35418736775417,1.05793411641383,-0.123057282834779,-0.804567224428046 +-6.6662599324245,-1.47983426397163,-0.72512090348394,0.182919407294182,1.10487174149471,0.350536182164091,0.219824820084701,-2.33034773675874,-0.658489520314837,-0.486611824685824,0.519426740816239,-1.60787076347512,0.660160879174439,-0.0239922295443523,-1.68076573558344,-1.28642248471001,-0.388692619330421,0.0236970936657,0.639068477708143,0.219974195011841,0.358997789831369 +8.67263150449926,1.02834657236143,-0.055143855059461,-0.0332021596793372,0.711069118481608,0.101481734726297,-1.54122105344715,2.04731867110396,-0.139741237941138,2.86951484419813,2.17585354500683,1.18005743497637,-0.246450866598724,-0.752559343027193,-0.333151541658451,0.593881593109727,-0.166822124771277,0.387758823754045,0.27500261109188,3.0972078131625,-2.08719876632177 +2.31718545555845,-2.22105108479026,2.95813695089306,0.212425030379401,-0.557519085809343,1.17412316058836,0.40300668631655,-1.12878893486627,0.308932298586598,0.950965071200304,-1.24751160501386,1.22209594346654,-0.704050824438031,-0.936921437723802,-1.65450537350123,0.889632755621047,1.27468208468229,-1.13898701333718,1.67387658307112,0.992725727018666,0.687391172753136 +-1.41503906066095,-1.63855763015058,-0.388804482375671,1.2417413422601,0.295289422509684,2.18944693911987,0.803399630414659,-1.20830884511184,0.400834139630006,-1.08429540920863,0.494905549422601,-2.27044251709208,-0.246567178960956,-0.0636554361223759,0.418085885541271,-0.153790360158364,0.385977632125922,1.48087729692869,-1.46381708680896,0.321622325540277,-0.406035937286189 +2.99165900429285,0.357239431683523,-0.721959393976874,-0.159159367708822,-0.792194067025282,-0.16735884206319,1.72482869111903,0.81771224875007,-0.467447560789215,-1.4111724126398,-0.0467289349258481,-0.125758835814032,-0.751946529298505,1.05281774945831,-2.08179345700741,0.5667813701335,1.03922892361814,0.745387843483287,0.411231295415661,1.40471369391217,0.82689004928501 +-11.5023031693571,0.0262837188064724,-2.73897534946288,-0.657983975543462,-0.384028878671225,-0.651186636952693,-0.214117903387699,-0.528179286951292,-1.49024152950834,0.311431183819963,1.84588588497977,-1.10528067020833,1.01301673684611,-1.59974039754089,-2.47592882908454,-0.316032216074248,-1.13490697992466,-0.809479941993483,-0.293427049488852,1.00094517703259,-0.353873643084365 +-1.70589809717697,-0.147686723739001,-0.760063745325699,0.0719447847125459,0.921406836831471,-0.037837342523509,-0.661480711314696,-0.279253410145999,-0.527171342654252,0.697060610271316,-1.52007156520607,0.525695321564894,-0.411127513946599,0.784831991457776,-0.378640721396484,-2.18758691041875,0.0192497501123695,2.50851040728724,-0.398083858119576,0.52889805791561,-0.409537260024363 +6.04448961797991,0.808111777460002,0.140942540110217,0.767759242102304,-0.388482302649869,0.0186091258303317,-1.09571686626592,-1.35497436310082,0.289649036486465,-0.849654153928513,2.16971191983918,-0.624239729285433,0.723551382561149,0.506488427482145,1.20347217054889,1.13297219370789,0.143351877286289,1.00612770435833,-0.134023596953997,0.112449435680057,1.14184539284371 +3.25661055982578,-0.574133990878118,0.728697178084946,2.3603464777567,-0.12241272344369,-0.670707018079344,-0.11792469261591,-0.0528641345620914,0.93247481287488,-0.545667486931868,0.672529310409078,0.117002783506898,-0.609503082705518,0.439087270802322,1.34259302493586,-0.143327496005436,0.495976787058833,-1.20384852810605,-1.81455666358635,1.70735080304006,-0.327502394879491 +2.33995812615388,0.582409567760331,-0.686790982593016,0.420464397318514,-1.09698941545623,0.622249147877774,0.583118573392007,2.47377765928574,0.381321179980868,-0.906171068892008,-0.530064327424583,0.898539945768182,-2.06415493818051,0.99889799905499,0.812394607509492,-0.758312323985913,0.767357560249579,-0.411428407941142,0.0367845115234169,0.930715698376913,-1.18582108319493 +-3.09166660360465,-0.972050270445694,1.8259779852744,1.52714681204384,0.390550620342157,0.24975640553931,-0.340066187604348,-0.18501072598552,-1.63992177644356,0.987014687131239,-2.18266027791418,-0.815399491754547,0.315856426884161,0.0968082502537418,-0.9283063346784,-0.110254521763767,0.21437649281099,1.23964690760284,-1.9443361366747,-0.923531893577574,1.10614781348176 +6.96764930971496,1.83696335440589,-0.123262582158286,-0.378959760657207,0.414908077908737,0.958278164047281,-0.241014845221481,0.380902603674938,-0.775248344265945,1.11879358871163,-1.20863638034618,-0.262835152612424,0.0190293149714643,1.04837429547415,0.16216265645292,0.760350326936523,1.30300933162938,0.55849145579876,0.407732099649374,-0.991668233188383,0.979915336463618 +-0.0190809463285469,1.20086256418835,0.0454135753346679,-2.6263899588063,-0.773975118794373,0.630467639655871,-0.484343302016212,1.32082907481121,-0.568638927719646,-0.990509436519414,-0.295429243518259,1.2477672824783,0.199882680226826,0.271659959934401,1.22008751258531,0.847499947136067,-1.02357478041368,-0.746318072354622,-0.582927568764112,-0.518929070744203,1.70604725003192 +0.103489321938993,1.06818081176969,1.09529190792881,-0.567367266486718,-0.56753224502771,-0.816391255209842,-2.0700795537793,-0.222248389466293,1.06559263780743,1.04689679834949,-1.05769369491772,0.911711454518306,-0.618614241411513,3.08527161588016,-0.00740581640844409,1.12748750241947,-1.601275961591,-0.974491420838562,0.00649689337249088,-0.914096637117529,0.709326567677177 +1.05750378969065,0.635060211572651,-1.41583373805564,-0.367708582630194,0.367785129775245,2.02890234664029,0.0816419096212214,0.0592056554526397,-0.898572200150386,0.579454691048898,1.85605529113725,0.211210934152683,0.881027446273733,-1.14391099081356,2.25855212707304,-0.979878474027702,0.668934440787267,1.15753393112763,-0.302476726050301,-0.281611794470164,-2.9840918163396 +-3.042880698402,1.28688712137424,2.25972997688168,0.891908208428552,0.142742079037194,0.434150859952138,-0.173080556849617,0.247137651274996,-2.13889963963936,0.501231408648101,-1.56212224998493,-0.651321862358104,0.276697030991115,-1.95602975307187,1.74189838826125,-0.567740390157839,-0.910798837313019,-0.368419969484047,0.524700406576248,-0.948438423669322,-2.72533927843801 +0.150433193227731,0.621750481320795,-0.154104814259141,-0.842273032949297,0.0938137512340817,-0.173403296400307,1.64744384667376,0.922882760777202,0.0543000863192314,-1.41260179548245,0.717244779349423,-0.258579386516092,0.267543184114242,0.665213865180848,-0.0408117015410557,1.40460972553125,-0.490526973686379,0.0258643443302509,-0.953178076422379,-1.00829472806151,-1.52523245727068 +0.745426943993159,0.665175359339646,-0.298111488396356,0.791825992976155,0.270980545118917,-0.717470392856325,-1.9011132929953,1.82551912472211,0.708153740177185,-0.378164290775946,-0.920854374583249,-0.00291961071059799,-1.29401540612686,-0.0188669452845621,0.193946106685434,-1.27485857328435,-0.594626532031232,1.37282113454643,-1.79951797152197,2.21124944806649,1.06656941454474 +-5.17639882084289,-2.62310970806095,-0.867992539368592,-0.732188877892791,1.73875767871935,-0.292500262546213,-0.386125607080373,-0.58747198516468,0.546253331140584,-1.32146127299337,-0.413622157445455,0.0649270725615508,0.921684721952855,0.281928793289501,0.457557401271913,-1.20621600542485,-0.234416408006624,0.566549677885226,0.366708288389735,-0.908757387910973,0.187367336552984 +-4.25416959413676,-0.601095018666895,0.865981008222178,-0.33063138590683,0.48818066420185,1.13474975561796,0.692670984352019,-1.78628190781605,0.480253250329307,-0.0230175302131652,0.0773612398480205,-1.60563484852149,-0.923296607716733,0.695838250424242,-0.778209123682593,0.321853663371376,-0.467422488776178,-0.95011462456782,0.226654178026966,-0.214032120821446,-1.05542273210031 +-3.58007136621579,1.01442203183073,0.251444085054431,1.82511120543145,-1.88101541229317,-1.22211562857349,0.117163879923617,0.15561358360066,-2.86959359094244,-1.64045743995911,1.43240522144586,-0.403288627355774,-1.81638586790124,0.157722406900725,0.4235596358678,-0.432753818757832,-0.414460074242564,1.14163552805229,1.33695473875355,0.15168473247473,-0.555407131558418 +-3.00186223783814,-0.138839845423679,-0.577921000083399,-0.441540147224809,-1.011411630021,0.283744440720955,0.0688449415155042,-1.19695021651598,0.977514528970719,0.208639027380661,0.119442194159458,0.98063349889228,0.902265849637695,-0.557926775076376,1.79540912218436,1.40581415016928,-0.168117619288766,-1.45911462038748,-1.04407195633547,-0.471953606004928,-1.3487993183094 +-8.21974241014491,0.0338112759642856,-1.12880834077739,-1.99637703150862,-1.09150435492749,-1.16746589259032,1.24792989974202,-1.34129406669486,0.724136296212564,-1.10416561825481,-0.687290314469452,-0.0671787775005662,-0.435758902255506,-0.594150667982706,-0.306235064193559,0.99397741518131,0.927222334001663,-1.02190078888818,-0.556857975229172,-0.794022421540827,0.403845215442131 +0.903809415049446,0.51582886424367,0.681090730300215,-2.19742010778971,-0.117239713962197,1.34872767987955,-0.0337383724372184,0.880970090494956,-1.430712775783,0.855120180130337,0.476443711143668,-0.463682177991921,-1.05797488199366,-1.55545244053716,1.15178761088786,-0.691830903389432,0.536468516687959,-0.868886814517238,1.43499490670109,0.7795731945843,-1.00105982080479 +-6.36257695415156,-0.0750826383435193,0.86858192445155,-1.968672228587,-2.16987572970025,-0.738826270435431,-0.18780549100002,0.741663144758861,-0.734884539734576,1.30779950863696,2.05408020468482,-0.528600769644286,-0.314878063590492,-0.728900746524505,0.636736994157437,-1.84525196328496,2.21235468902683,-1.85330792733009,-0.300543552289497,-1.37822122041242,-0.21018944330819 +-5.16873172758906,-0.701453535284976,-0.818102306702089,0.251621332539164,0.149162075728528,-2.0474357367733,0.0882261467573369,-0.11635781401898,0.478026422059397,0.739995366154429,-1.02520161011205,0.0627899788107605,-0.0842234307354571,0.207590799215397,-2.09899269360879,-1.29450031810261,0.26475811294095,0.186527419905427,-0.481273902879946,-0.507552191174539,0.235884877260428 +-0.390413181287377,-1.10057482905044,1.31370674645314,0.625321794750726,2.27167567835098,-0.755133016918237,-0.865946566192282,1.72844318197949,-0.877542195084428,-0.00992150998207288,-0.782497076857833,-0.167187752222045,1.55687650200671,-0.748464128958812,-0.0175281076151365,-0.0505324297455137,-1.08734365134565,0.387337687137962,0.561829046900839,-0.297505836272441,-1.48938534540198 +-6.95410729376684,-2.22676407343941,0.711474714386018,-0.368189035722982,0.274805798127054,0.175322166127672,-0.251526559975438,0.720138966149363,-1.07878073126749,-1.92306901907391,-0.579957430322965,0.0358773169907864,-3.48794402893462,-0.501343163961793,-1.18847378715019,1.40450840555783,-1.75458053582789,1.39459716370303,1.2408007053385,2.17248597414712,0.194473109861261 +2.40621848327318,-0.184650031996395,1.4676994647369,1.54882184704005,0.279075543708587,1.26835610208978,-1.0329584365287,0.468027919272919,1.43197983857854,-0.453818173408796,-1.47330113353118,-1.53112233409269,0.140176658131919,0.27959351261886,0.344816520743205,0.232866539153706,-1.90747275184441,0.890059801145424,0.410775753382039,-0.0486162427391992,0.223431431640825 +-11.2727771377877,0.501647908077651,0.460337105760731,0.810786928466622,-2.18157030695462,-1.39735584351642,-1.06977818513265,-0.128861428140154,0.167007514722992,0.22222826692526,-0.868021984463383,0.342743682958346,-1.93217774118726,-0.132684693670118,-1.89309751340298,0.113134725777459,-1.47674168741458,0.746328595078748,-0.576820918724997,-1.54460251111521,0.770480324416248 +-1.43877959409764,-0.587194987196237,0.362049852470101,3.43083760516743,0.706591626036894,-0.756743497034934,-1.0284897876287,1.64984270937847,-1.80709184309308,-0.940503007793761,-1.12039933734553,-0.472297163000671,1.4909218004808,-1.35248606926203,-0.712794346338769,-0.35459452577769,0.145455116480321,-0.678346463642004,0.0786191447996177,-0.179362901585084,0.9249805996557 +-3.38615391210111,0.556144905893475,-0.691958312000323,0.517962397508776,-1.94087133944524,-0.753855301336948,0.23357635998151,-1.9033006310514,-0.435097261935834,0.649569987628231,2.31035530353497,-0.412538057343639,-1.44250441274636,-0.760160434122269,1.68862856047714,-1.38265618951995,-1.16273426654771,-0.92501425772842,1.44550162352748,-0.513182679266669,-0.161594749085346 +-0.48807065834445,0.783743800978461,-0.0878370369664759,-0.174781554842282,1.51897610902623,-1.21783919174326,0.177960078546058,-0.169141085302799,-1.75284904227418,-0.0808935814242496,-0.984328082272579,-0.204937955779509,-0.0166271325732244,-0.340659451289003,0.652647927007459,1.12740200454525,-1.10278351157066,0.845889256517198,-1.62825919197843,1.72101368320006,1.59457737893642 +4.06942301552088,0.400380307336791,0.46964940659271,0.565806734186236,0.391587047211776,1.21772283610829,0.145648691544033,-0.312857782205886,0.282440011658112,1.3356815146775,1.69221143579416,-0.992293983657858,0.106423140842531,0.471100368750669,-0.387638319451795,-0.395178141182336,-0.144581421231724,0.0892285801136325,0.984928170572021,-1.01674435046404,0.843720160589488 +-3.83016216253411,-2.28193146410422,-0.74828598655917,1.16708913911279,0.462649552239295,0.640999876273469,-0.011530050216482,0.0193443670561488,-0.657770344012039,-0.625699787190952,1.55679882111118,-0.474555214890714,-0.690899516892425,-0.509565002393521,-1.80828011085484,-0.228333760056676,-1.79011801242699,0.130222397730984,0.734927563054135,-0.237403753377607,0.9224857221793 +-5.10100847767788,-0.207193007705491,0.338004013358695,0.548215697948839,0.836478902525615,-0.694966012999385,-0.123006787314871,0.0281374953603334,-1.04585628303325,0.496029408928215,-1.42267572713241,-0.779457415458188,-1.64098268009417,-0.80230717662562,1.37152950924389,1.36000828834646,0.386255509755876,-0.337343396084553,-0.471803558065672,0.392454244669045,-0.358703500408459 +-0.165245716643448,0.26354487727263,0.259470497482756,0.409124074835732,-1.34331303275367,0.821711330088294,-0.17594992935108,0.53701228308794,-0.386249424949968,1.89169028166526,-0.217512589077441,-0.696244747298803,-0.445498704546479,-0.181413906595501,-1.20899716535813,-0.116626404243673,0.282859425358788,-0.389913384378087,0.446526637658695,0.127187598786677,1.80397001573526 +-5.47368326269171,0.109913046027477,-1.57910571361248,-0.410474835411062,1.54187200552214,-0.906074293315287,0.161165538949084,0.172726222730162,-0.227711711481039,-0.578021590350887,-0.743054285719884,0.847599889972444,-0.974309658316357,0.214456437382474,-0.910061998579816,1.14515356515702,-2.05123303667373,0.946142649068324,-0.447600928002411,-0.74103849603151,0.189352628829124 +1.1242698770368,0.637637313953993,0.53215720462879,0.811680740289541,1.02250808556141,0.652145438564151,0.625362230017657,-1.04810413663572,-0.717255758997158,-0.105010477259504,-1.46643772201219,0.268725896689733,0.532246204624483,1.2263249392552,-0.785400558378379,-1.55546432718005,1.39407299646132,0.544376705170716,-1.04793690392109,0.564881215770609,-0.0530444155713692 +-10.3133818588339,-0.184458694645864,-1.01563190804638,0.455041773298258,-0.700792687414894,-0.251395958572924,-0.825748614287728,-0.306930639383196,1.05021421352891,-1.88901026854469,0.294741908989378,-1.35032527792921,-0.891393519886588,0.917343916821881,-1.49299098055723,-0.15423436126053,-0.277701532993989,-0.668793410588951,-0.912049261487611,-0.983931186195531,-1.17889813360328 +-4.88400017880626,0.606995895791969,0.444066896358023,-1.1130696547729,-2.22577991676576,0.617539546100321,0.505364637543582,1.71614317313096,-0.488738068368319,-2.22704507768056,-0.262711811393576,0.110775886185752,-0.338018883242178,-0.467596344230873,0.499197105546406,-0.307253913511901,0.710175387147451,-1.62219873936294,0.46990393084315,-1.58788793152452,0.693199386801263 +-6.9441185266639,-0.762675552217793,-1.15805815248793,-0.351770441376836,-1.96685129365944,0.149492825567386,0.605305182117478,1.61700081352598,-0.332037109477943,1.48537264475677,0.615001670773059,0.144207487136746,1.36423515532834,-1.3009495710017,-1.05556053834792,-0.378059216132315,0.236102972802238,-2.39521450233002,-2.03322854557382,-1.28814733335525,-0.0288260639719442 +-3.09685627244012,0.668393164795011,-0.617457837007385,-2.61603464280042,-0.128850348291745,-0.0393600563101151,1.03622169430301,-2.32265115566693,0.787715498660224,1.49096525445797,0.65524754879794,0.182030674012764,-0.208246586323852,-0.4333230790096,1.36740699281973,0.714244094581261,-0.0135565829262534,-0.671433053122328,-0.145955420122579,-1.00796761558292,-0.815759279373196 +0.205014334559622,-0.0285533554542243,0.473616507267705,0.308138110262474,-0.417548362664707,-0.662262378219286,-1.68053501127687,0.248836748382138,1.12764748406735,0.112796553435638,-0.13331065060537,-0.390167649683003,-0.884976665037321,1.49848667916065,0.0814747618203342,0.687260297202849,-0.721751476814401,-0.459695369877278,-0.100546030940269,0.0690249950017323,0.890871322307295 +-7.1754470848882,-0.212826348741905,-0.335772189671075,-1.13324961253829,0.347018688506089,-1.89224454377208,-1.63586810928059,0.924954037259698,1.73737814205391,0.293055749565333,-0.0945435907797621,0.267840525413415,-0.238324587647843,-0.927131812408518,-0.38115254464845,0.00157434478626279,-0.845297646724322,-1.26081972174105,-0.681578260263594,-1.14573539238393,1.00194935230993 +-2.68199557243175,2.56509088588049,1.58902267294826,-0.180770536473329,-0.239009351732186,0.0616584238719893,-0.681156921550814,0.566124451842046,1.28191539176506,1.23859189371503,-0.740384472723057,-2.60669372261619,0.0385153649792467,-1.21562182873604,-1.02375694500517,-0.0973553993502342,-0.23437890407642,-0.988814140860394,-1.27520055932608,-1.11210174709619,0.340513946920836 +-7.03231830371232,-0.663208340792925,0.174953319656766,-1.74094155413151,-1.24683839958232,0.252029112186873,-0.158951409908137,0.968630552806873,-0.369574110034928,1.20414904852031,-1.32695005318446,0.39590760869784,-1.87118375642178,0.476362109987681,-0.0587019903424874,-0.528491555850589,-0.477597960781129,0.63176309164152,-1.00426666439536,-2.42280718813501,0.0854393940628819 +3.2326647881655,2.28182843323325,-0.0288989903521127,-0.121332172190701,0.277898539608695,1.00340899295928,-0.355292199028454,-0.16140789707896,0.198712130574567,0.482691426023832,0.463016514971668,1.53372598922011,-0.293621382279113,-2.11365290424807,-0.710958898309435,-0.460388432769912,-1.37965291598971,-0.530023783155506,1.43757901338047,0.482179054232331,0.976615689176267 +-10.633169041397,0.502408004387117,-1.8950140802997,-1.91713584658432,-2.36883061229935,0.0309782062546811,-1.1486388247196,-1.53318562838695,-0.239590883341619,-0.192237977829249,-0.737807855535747,0.0102090825226886,0.42026506087927,0.505460741754495,1.14505084242939,-0.443863710209779,-0.238425814243687,-1.32313945069279,0.961534552601007,-1.30317968238085,-0.855852401759038 +-1.24812922349431,0.196196155090027,-0.518154853704675,0.723134005346139,-0.0150755630596043,1.05366565041391,-1.39077997278362,0.131257495807273,0.768327786314784,-0.671289266351824,-1.98320529453263,-0.118729375771407,1.73558451223767,-0.898519884564699,0.041154713811611,-0.95564725515041,-0.682813969593455,-1.21803165270257,-0.495240376637896,-0.376558005784793,1.39762797753902 +2.60982333745751,0.503670065901829,0.128854433962104,-0.448908804141716,1.31144601241172,-0.801616753228877,1.4891950775984,-0.473223841497674,-0.333649495221685,-0.135970059586893,0.355779496314256,-0.695264332456079,-0.630616454961911,-0.686554347313982,-0.129193529751717,-0.2533117583891,0.755817701706397,1.61010813386247,-0.35541139827784,1.44532896854071,0.203280478698193 +-6.66132399056804,-1.41933054246595,-1.22316417906146,0.822398907099902,-1.21218474026194,-0.441544701865898,0.525412480326428,-1.78226957253949,-0.818510479284896,-0.232067581750581,-1.06575728153932,-0.0707438572163253,0.819400270276426,0.129574724193987,-0.148998491246791,-1.03695865981743,-0.152838762790643,-1.22839852496533,0.0158239645145154,1.05213687539183,1.42259589859308 +6.27752347240253,1.85606410833123,-0.0923678307969514,2.43346773518394,-0.113678216089587,1.84980890798819,-1.4852765741401,-0.335638068567366,1.42901752283994,-0.15253794813409,0.399370304786752,-0.501630592626889,-0.48347985581849,0.893037450357345,-0.365935212528245,0.0108717137913884,-0.835702116219903,0.266344175785012,0.254788215082461,0.558687584380067,1.67698681813705 +2.01706302075499,2.20113467928804,-0.521193634481829,1.2035188754398,1.18343096269194,0.891292121187055,0.151964029427569,-0.393008214506183,-2.4665813380894,0.0346077641344943,2.13634087890065,-1.95951623897853,0.231966182244554,-1.46828723232304,-0.214598778320778,-0.759519502690544,0.724340252137319,0.0585845028944449,-1.53694713169041,0.409058344158403,0.4070960162325 +2.35053155582685,-0.122931209476836,0.887608366029477,-0.424871473044059,2.13066758243594,0.866649482051478,-0.0899944897982614,0.436562054273928,-0.614261526167552,-0.554831583885955,0.796567030585922,0.397914030051797,-0.413840955723277,-1.13157031831874,-0.901190326330461,-0.301289995800818,-0.556380158858714,1.14835020906225,0.694739361202901,-0.759867397983063,0.0850200952185959 +0.366066006737488,-0.94827686067897,1.98049751504846,0.504608590196864,-0.193758067545583,-0.65996218522423,-1.40416270752773,-0.303603741877463,1.57137893819259,-2.57903410349557,0.260213095725816,-0.357007920364211,1.1021282837489,-0.892535870012258,0.927821207805723,0.988537486083075,0.0987825102435898,0.164519882165357,0.878392833103045,-0.131242075861435,-0.0580122616791183 +-3.53272196069018,-1.13417907897758,-0.791885345831649,-0.0417801928374467,-2.27309604990187,-1.44237312913705,-0.795515636354624,0.34679705135759,0.202140089587728,1.66680525922492,1.53375083201629,0.195792089849775,-0.592751573018794,1.69711154407363,-0.176887754409708,0.838416825162794,-0.886827894456341,-0.321508761795411,-0.0915593622355389,-1.10155654299611,-0.0994990467722488 +-4.73412507219957,-0.670819900238533,0.353051920600556,-1.04108688785237,1.41093464027883,-0.243990982656634,-0.999468560161049,-0.257614010479646,1.07946254108013,0.590522339852854,-0.637571512694836,-0.0188372679566739,-0.691691458435089,-0.869066887997612,1.0714613932449,1.08957930176611,0.654522471554896,-1.91576215020574,-0.72464270827179,-0.39209237634231,0.119340085689119 +-0.74561511361378,-0.678070924955385,0.0211669566622828,-0.632843215229182,0.641025848322817,-0.471679721095066,-1.55128088586711,-0.191239253528901,0.844071058088606,-1.13498813284108,-0.201204957178409,1.32731326957637,-0.909641705829339,0.516207848471513,0.674048216498134,0.210967614056993,0.832247164569718,0.0258389419658882,-0.675814092189716,-0.252223480058165,-1.4683690730879 +-11.638773185024,0.329467853785235,-0.103400016917975,-1.52770777161853,-1.00944075946595,-0.675030373179664,-0.0788385677066679,-1.27579321531004,0.71070055907122,1.44909390204404,-1.355936138667,-1.62651563659713,0.221309387344125,-3.36513142567461,-0.232233191847142,-1.98253877341866,-0.751792910690342,-1.02048608266021,-0.351855893135754,-0.968046747469237,0.468492122632825 +2.08691458761471,-0.418243175408155,1.65417666518307,0.42903621323592,-1.67381865401248,-1.18020386413361,1.01025760104491,0.680854667359177,0.0964181139488574,-1.38315714538969,-0.107971680868712,0.47192580173016,0.89401315634321,-0.675889394498533,-0.614977761543583,2.17126979642313,1.39645679887124,0.364784621797849,-0.146548477381445,-1.26142401430412,0.0924653896345767 +-3.10501520253942,-3.67129993184681,0.378563580102888,1.09097638924178,1.08623650504057,0.208323876620276,0.753320156098085,-0.868621528243741,-0.221100458637328,-0.323277308561522,-0.252632938390859,0.758928062502003,0.858372692605215,0.59008823614341,-0.254750293081857,0.524772045242385,-0.409015849656251,-1.63171335312411,0.594474472248708,-0.900936061849503,-0.0116515752138065 +4.33416140997695,-1.02972886617478,1.16628376382302,0.735483925135552,-0.136045871324816,1.83178796953552,0.655147475449422,1.15634896916352,1.11206050090503,-1.18911973521703,0.128801250695795,-1.70313665028883,0.257791242251492,0.0375805328487285,-1.06324564448511,1.48357336905522,-1.44646653766401,-0.681661626209891,1.2285871157543,1.2679169433966,-0.0779876241899915 +-7.86858931679653,-0.423750068395092,-1.6001559444667,-0.107360412398283,-0.315170326445846,-1.07868355517245,0.514240657563574,-2.26824752202536,1.8122741445302,-2.57660783912012,-0.289408310427366,0.431515867926051,0.958411907058947,0.576874202562181,-0.73737340369162,0.0978021645279517,-0.592473428850485,-2.21710240342479,1.62982321122657,0.845317488626338,-0.990511941997483 +4.38109085258844,0.923853045853892,2.27180618063918,-1.98986467797615,1.04835896535772,0.772494203556429,1.26534150085339,-1.37875152014567,0.15606572444559,-0.84630010332637,-1.50927145981471,0.0354953339081487,1.54099837415854,-0.245879805470933,-0.424177352362406,-1.45796557192162,0.912074443614632,-0.0236544609135131,1.38003625349741,-0.102380118006583,0.58677858711736 +-3.1183419331138,-0.689116636045013,-0.747127836423368,0.496892051684298,-0.230613532521348,-0.800782864387917,1.54285444668824,1.51774581138794,-0.0394336745637597,0.707293765935771,-0.277429572975197,-1.03425524287469,0.592051650624143,0.611539844179372,1.3320176230915,-1.33341728790088,-1.168273943431,0.240079854274176,-0.163534704685029,-2.5787050985334,-1.08443305390706 +-7.26653888544665,-1.12353918715875,-0.991835927245703,2.15223658395212,-1.006973301354,0.054286555378882,1.12387830428584,-0.272041773276239,0.139175642528946,-0.688137855399563,-0.0493850455562034,0.584557533969082,-1.21302993404666,-0.700976004852335,-0.478441864688397,0.0439903064353769,-2.08700191774503,-1.9161093889059,0.798428636293464,-0.718926867030815,-0.659379337588964 +4.92552955063068,1.28883345271611,0.750511098963148,-0.00896008325608137,-0.340922553958411,0.707949184167747,0.321136940229106,0.151910777315629,0.391613252060231,-1.69209470803348,2.68485947656933,0.259164651975085,-0.447243662878825,-0.602063705238897,0.867029170386269,-1.59015088015939,-0.782795565622035,0.0023889124579101,0.856139501530178,0.199777307607104,1.58685235738889 +15.6024657173571,0.966160367358685,0.230938433698319,0.372701073768965,-0.652531931253996,-0.0465742127795062,2.08599835368278,0.0654693641819007,0.554627421310067,1.37134485006522,2.31401157806429,0.350876004972574,1.82862838777191,0.604501309732594,2.56428971890886,0.913082600646526,-0.321898377065905,1.21297451659627,-0.545116815766739,0.69628446464732,0.653273939904248 +-3.93562049199655,-1.41954822604231,1.40045798394177,-0.775676635352623,-0.278315593382175,-1.64964028938266,-0.179060815101079,-1.67056425753593,1.38333568844776,0.136859350338437,-0.907296370131047,1.42224311900242,0.20952750001524,-0.347791296866254,0.452689547216237,1.26599443128626,-0.082121518617553,-1.27044058415208,-0.36550139168461,-0.208312019345448,-1.0142709448257 +3.2493906273658,0.151471055876311,0.539338921702249,0.468589102858034,-0.150047903198701,-0.799384272499135,1.03874472718763,-1.34563100766398,0.118166534094473,-0.175503674687316,0.606106892740376,-0.127493600985013,0.466889408690559,0.750426642360704,-0.953510912490758,0.431180389868075,0.838015135036117,-0.914019232420724,1.33238962930844,0.419502795302499,0.386812936831992 +-0.0802554332179114,-1.96890232286129,1.12587475128377,-0.297294214073344,0.196652839302965,0.00898567229369826,1.7759085049113,0.224310919430722,-0.425805995248599,-1.23640577533642,0.81104488835101,-0.503543796723043,1.57672056359951,-0.00485359224395712,-0.140768415796676,-0.763986578114755,0.963109765221408,-0.381804481367546,-1.35856973884865,1.15925967433006,-0.446079702363498 +-2.50099815912394,0.865251709961352,-0.101440922131797,-0.461120093098801,1.00617806807645,-0.366915593576952,-0.544386626221242,0.482035288021952,-0.396067823599381,-1.33683727724135,-1.77288004634742,1.54188885129555,1.095291964362,0.406005926991716,-1.0768062829362,0.814839816766415,-1.26056309482276,0.682415194351595,-1.01812024008991,-0.42690353693457,1.12803364308663 +-5.4600090493053,-2.02053720524225,0.228938978986959,-1.28998605051334,0.912525822598589,-1.21469539044571,0.385730083177934,0.567030857932734,-1.03786218750004,0.673600463506173,-0.742005898557235,0.906759891808055,-1.35010555385199,0.0616155060247352,-0.728298196927673,-1.31708888098805,0.770209968485941,0.789445106908702,0.214555316990447,-0.978455629472718,-0.145521446868265 +-1.77570077271647,-0.785706778667094,-0.28149772492145,0.0427279784202447,0.410375661232148,0.279824037518276,-2.07910431932705,0.53666183280658,-0.700311170171283,0.505302725138314,0.568394178481187,-1.2100907027703,0.3695614736637,-0.813948408123537,1.05222203868703,-0.940356286241186,0.0982343833080436,-0.0920499078542244,0.428966056016666,-0.243645316097119,2.56163818029872 +8.47701758750988,0.749420716858829,0.910432060465874,0.521430804707187,2.40407158994601,1.48985408467303,0.586773194820575,-0.103641851763021,-0.0503085139111282,0.622408825748215,0.322670844333072,-0.865822726821135,-0.575936633468493,1.77802239701853,-0.160129974417681,1.15970531336391,0.548491715417704,-0.641913512287394,0.232530654170007,-1.42049948048675,0.363664966383448 +-0.671967804158955,-1.1214443526452,-0.548668632982063,1.42269801500775,0.479210687507502,0.645836801922856,-1.32838230707634,-1.61502042900441,0.148533986514258,-0.226306346139605,-0.115898623382005,0.180623909094226,-0.792582348394775,0.51512998808195,0.431312899572788,0.021795989019233,-0.319305054596982,-0.324848270019074,0.364341337947426,0.00682568314847475,0.519831427696787 +4.55911223344627,0.442829140880633,0.187155206074082,0.328530209487741,2.30289708941821,1.00764871199765,0.67606113132728,0.354112601020946,0.23366935851053,1.07904644614483,-0.103323487423134,0.74077155821798,-1.85640608819231,0.104596162453634,-1.18162292739743,-0.183285638667766,0.256486746802442,0.392168067487827,0.302076171455412,0.889446210334204,-1.27046063406652 +-5.87729283379208,0.723891776741994,0.922374663472626,-1.1909855366756,0.174807835021803,0.831050988306282,-0.225378728309094,-0.757201563884666,-0.723696004993347,0.624335210176597,-1.7162721403753,0.489954604948694,-1.01376229803566,1.01430338183762,-1.14924480408644,0.346332337610593,-1.21428396621297,-0.706141878305764,-0.614655949504684,-0.649717095443435,-0.705858960040552 +4.08736455220538,-0.693303738962793,1.98382413718584,-0.204808513120571,-0.776849960459664,-0.276605958832572,0.214208336202737,1.43040757355259,-0.817280716970812,1.34709772880287,-1.69194683319752,-0.962840124110523,0.844268052339476,1.19157936061865,1.1469305345975,1.08532135516436,0.103263326664721,-0.652638054417276,0.230836418033023,-0.161480817814636,-1.27857493310186 +1.07527849182447,0.294032819547474,-0.647256720861,1.29083483188859,-0.502661717333343,0.173735380737068,-0.379800061959364,1.64210915490331,0.329661694538048,0.755727145012829,-0.255670033052256,0.196613875776254,0.989277346647678,-1.04328714730726,1.75124857579851,-0.805713567893288,-0.672703543728475,0.614903187177898,-0.629083262904254,-1.37394892364477,-0.841951487833646 +7.99191007008539,0.65364076319582,-0.59370554412321,0.0289053545893218,-2.01678292593305,0.625392025141366,0.736299492563885,0.0627678752511725,-0.537640508143333,0.56003651140392,1.09546626459824,-0.251427210928788,-0.327069739687056,1.28577016665454,0.301195835097907,1.82343987411396,1.28545248637357,1.73711129904653,-0.398356728903967,0.660239879320709,0.809184114927114 +-8.63363167699696,-0.565504946161591,0.187855679151431,-0.431977641508841,0.186340745021015,-1.55032697245985,-1.07106130445984,-0.598625229116964,-1.32623695287851,-1.96011546086569,-0.128298176857739,-0.665091681137498,-0.64888565655324,-0.738474741248694,-0.213520346608002,-1.45285001413316,0.0366186811174526,-1.30444062555536,0.922293680387048,0.944489728097246,0.342675732536911 +-6.52966971992294,0.219948190679679,1.15988935371769,-0.832293752574569,-0.782502798272007,0.662419238951544,-1.29141109173442,1.26330404461196,-0.820860198262451,-0.334813305835485,-1.04270703494335,-0.0290274478590614,-0.718298732858806,-1.42277560346081,1.72839953491258,-0.54896956576289,1.02210899100149,0.855289627605254,-2.09131496705002,-2.05388464740127,-0.992276110033814 +-0.884623428851048,-1.16668683169487,1.77199782909125,0.888671373102923,-1.02461121600838,0.453300314769421,0.289556468702178,-1.39320910908564,0.526362409251932,-0.330999374761017,-0.635145343072586,-1.17139076053691,0.906552266979067,-0.12800171843601,1.07906536947675,0.570523165548383,-0.754333576660981,-0.0404586692762939,-0.117374502566697,1.25900446426617,-1.22818313894094 +-1.5232003709341,0.318800362732263,0.0808536922785236,1.22793820743863,-0.0640277308003378,1.84970505531801,0.934368639722411,-1.14892904201274,-1.16816032676723,0.577495389857026,-1.75292000671871,-1.55452833798485,0.46108193645978,-1.06947311739671,1.12170774730391,1.41344068051912,-1.84122108722386,0.487469254025179,0.120830850822755,-0.320028798181373,-1.02245877106862 +-1.53505444204316,-0.924321528382096,0.548914345643615,-0.886328001378199,0.0224021766282476,0.380336072676369,-1.56229158930885,-0.338522605443257,-0.441466718284132,-0.137369181300985,1.44240227575988,-0.441010774731266,-1.06235866583035,0.486623826348655,-0.627924433510894,-0.182858772632919,-0.84324426049414,0.697795237799764,1.3446133775488,1.11842570068238,-1.13850557188094 +6.40119355371029,0.0987991308749941,0.456384534882703,-0.575015243816287,-0.0919816607530661,-0.554232046162157,-1.02408579909811,1.83351782762522,0.0221730127488054,0.983433806256132,0.595664435684959,0.33136762318484,1.4939414553089,2.10112271370909,0.744952768264269,-0.234742412617836,2.00779300243721,-0.707960149736048,0.23934184785261,-1.1731467914324,-1.21825286155846 +2.87892404665852,-0.36100848964531,0.696859761133182,1.08060167501021,0.710663638377793,0.168691525455603,0.370712494876993,0.0961404693065489,1.21284983821511,-2.18989321959119,0.51700516789663,1.17029993148266,-1.30221369568352,-0.635361098932943,-0.0681103384737827,1.59532765299269,-1.21986813188191,0.139022481340291,0.32282016653859,0.504837569134382,-0.544813907133453 +-8.54996977257598,-0.887789690177081,-1.12245017955984,0.0879505467005625,0.11891538860863,0.402635022557865,0.656000882764307,-1.1841288503319,-1.48750951915448,0.59156889570013,-1.72916519944163,0.775217818730755,0.246609021650567,-0.687663872844819,-0.51434590593747,-0.219030831805054,0.295237726339873,-0.310984545025732,-0.523557839026099,0.531289316338918,-1.64022398707567 +1.45573288641763,1.79911157206782,-0.130779281830451,0.755206308632999,0.392357335496419,0.490118844615282,0.457602641348748,0.34597738844497,-0.0840976842945331,-0.605282706479278,-1.02262013101523,-0.105024345282625,0.550429151869713,-0.398870937999487,0.362069952959966,0.21755704875457,-0.214299369753122,-0.748221493869274,-0.769082497319557,1.25545331799304,-0.220629733602584 +-7.19471522972639,0.205191559292782,-2.07755881001137,-0.273004595726319,0.561613260763192,0.258371893235132,-0.607419902709069,-0.808114223423265,-1.36694138637907,-2.0493778420751,0.993785966133945,0.576283931801637,1.04034004131693,-0.475326602898975,0.510139001334801,-1.23101833702101,0.643811190290418,-1.64094078636393,-1.27963117182746,-0.0475517541414691,-0.960562265488977 +-3.29093040525381,1.51039105693711,-1.17748323201404,0.716745442707616,-0.433860630786529,-1.41750506492602,-0.110096636750774,-0.828764382964554,-1.69851998050619,0.85133748882143,-0.340563442498647,-0.253533957689812,-0.348819217477491,0.154383692466939,-0.421189178591012,0.650380563526688,0.602844045627305,-0.509349748168964,0.333287664864593,-2.09998338970855,1.23093937897123 +1.35532343821846,-0.17351463243166,-0.60936251126292,0.453378632742006,1.56662321929189,-1.43909667969922,-1.52952034078323,-0.586333000149417,-0.58861421976795,0.18184727314449,1.16520006512917,0.345509732757361,0.27599073167077,-0.314994536016211,-2.25532184527818,0.52282920541047,0.965012326031036,0.643080890637204,2.39088223150496,1.05732741266119,0.198603974051001 +4.19832830436337,-0.855457143411498,0.195219522047863,1.72807758512369,0.594343869623678,-0.852909405452272,0.967577965081119,-0.641412849214328,0.882223800452841,0.71471096664683,0.890158557952923,0.649844494649276,-0.0385044054126014,0.961148791793119,0.370298708166098,-0.620978246715,0.0648815331184659,-1.19628013397073,0.148253504854167,-0.0126294688824596,-0.189622418530902 +-2.84027967302609,-0.452387176934996,0.248629458991162,-0.226315215735348,-1.73187400841981,-1.36260667957141,1.67211281092751,0.809487505750734,0.59231245996559,-0.571945460599094,-1.18958785010522,-1.18512314856012,-1.55380174399198,0.0757985172336734,0.0235699261148818,-0.504963574967215,-1.12626587465189,0.201715868708975,2.07414100884159,0.111362390088216,1.47564189214958 +-3.81199811714988,0.076412119390066,-1.62471848536451,-0.352101221553601,-0.609963776790669,-1.15794388542097,2.70785633621223,-0.878769504662619,1.43096236545034,0.608947759911412,0.135865415154024,-0.563874979862585,-0.485266404775077,-0.259356369165166,0.504442644438008,-0.34527766053109,-0.729866862609799,-0.504782539040795,-0.975932017074911,-0.661382204761306,-0.125379115678158 +6.11774172641074,2.20649411315505,0.84078134593945,0.802762083271766,-0.795421051339524,-0.302078603696507,2.23549744591132,-0.164916159226883,-0.308160690351106,-0.834347531474911,-0.639989867236387,0.48140931092632,-0.213415242167673,0.456963116541449,1.38701154774625,-0.318171479137451,1.0248027431706,2.19872920318931,-1.1498574389336,-1.18715673336617,-0.168922280988147 +-8.42697596660499,-0.284633198761558,-0.6634097799144,-1.58502169845498,0.796751589053794,-0.566496028133921,-0.621071695437087,0.0549980218341784,-0.398442854886492,0.47011754874061,-0.471852244716565,1.4673317050034,-1.27536682395615,-1.0015230444438,-1.69224291658377,-0.696754012303667,0.798388160413613,-1.30579149368389,0.409034955443472,0.0211284539578184,-1.57390700114285 +4.21287319037364,1.18752173294263,0.531000681503619,1.71731723854932,-0.425368055359927,0.503854111237852,0.105540977740309,0.347257486521385,-0.447564117758882,-0.73032841983689,-0.626966835725338,-0.0844662825583501,-0.855742257643228,0.628046890964514,0.51940999411811,1.27663282419796,-1.23121660110352,0.375653756180399,1.40941321978856,1.80819398908807,-0.575131190966986 +-2.54132620348621,-0.40774765616625,-0.583923889541344,-0.160628568312557,-0.867417225601931,-1.1234702498566,-1.25604241051891,2.56271350012023,-1.42945917580034,1.93219034443186,-1.17326291780771,1.72024724570929,0.329529891732746,-1.35326124138346,-0.26234062199208,-0.663008640601466,0.213986079124347,-1.01961670473942,-0.0487476749762032,2.00909897826715,-0.109054545306566 +-2.09350216528152,0.997566621326934,0.490851422865963,-0.929775311304808,-0.0155620559988784,1.25856286108675,-0.914356109265839,1.07227594893646,0.326596694636419,-0.741205644232575,-0.81830192858691,-1.33303943834078,0.875784293627549,-0.172534458059317,0.222272421574313,-0.970154416284357,-1.05041048084626,0.660170962496016,-0.31144096016863,-1.29040848610084,-0.90584103057735 +-3.70311522292939,-0.969267739371801,-0.60462650727015,0.293890464602382,-0.607188100624689,-0.071527492446963,-1.17997028005068,0.985448480846968,-0.267361499593865,-0.57455073269612,1.4814465692694,-0.075472504639092,-0.522378590389187,-0.148427681623719,-0.484240220845619,0.0590501813358203,-0.0822299736337524,-0.116058700957349,-2.4941795940798,-0.612984335647476,0.611859152224418 +2.17769873588095,0.758625101446493,-0.356845461605591,-0.511929986661721,0.466708390360115,-0.0199204245932272,0.80012336070653,-1.67223115760438,0.990402695078368,-0.456636721463681,-0.361112705392309,0.946757577680202,-2.19394776387883,0.736119086053065,-0.262019674442741,-0.739313316069961,0.650548063990091,0.186947210765714,0.724006516108669,2.19863548258815,0.512267680298991 +-2.9581739410856,0.0827507202412732,-0.465875402318423,-1.76602490016219,1.20609331307844,0.131457206973649,0.519174830041609,-0.363090944639445,1.53386056344177,-0.574016804569429,0.49090647546078,-0.146055817017692,0.557538093845921,-1.34189438557252,1.60865815802838,0.539196953920371,0.200307681626547,-1.66487264596492,-1.5366855134086,-0.951675344719077,-1.1506444461218 +5.6540578841365,-0.96894851777053,1.89415615924896,0.674248124374744,0.778409362417259,1.71542529332242,-0.285004846793737,-2.45433065555038,0.882208074646925,0.161707728826481,-0.0107262327835299,2.70570560235719,-0.520157814155905,-0.539794281755869,-0.583130126085384,-0.250634655678329,0.468347794892473,0.878625767028955,-1.58598838093539,2.07536054941776,1.09137517955573 +2.04826385031662,1.00651709204874,-1.82251372126478,0.342270457910297,-0.603465982725403,-0.387061827509499,0.663346719721536,0.217629468453899,0.279775247468583,-0.307003873268398,0.0679182303580184,1.31799344627199,1.32638733472217,-0.436392606175278,-0.452757999242463,-0.701244104480595,1.48462221184531,1.38241471531486,1.27539604627253,-1.88755571869317,-0.42323566107092 +-1.41403412519238,-0.217403021951246,2.27176222768621,0.909733314167801,0.274650068646032,0.452201626995424,-0.10880853487663,-1.71163722654122,-0.673975757251424,0.543584587253075,0.288993536823835,1.16347377982785,-1.17121864177688,2.0933198553448,-0.500155897854925,-1.62626983005201,1.73536329693748,-1.87935275814301,-0.917463205842697,0.215149285749081,-1.0395215758314 +-1.19637055879453,-0.865953390533347,-0.113240220000789,-0.578305375528637,-0.230289101648125,0.65099375549599,1.77422579220479,-0.155628713787779,0.71815471611488,1.17191393651238,-2.05486893907971,-1.96842037813602,-0.793176714344151,-0.062990391929541,1.20485088370453,0.0474114833304904,1.30434554068186,0.467624855307144,-0.253353920740102,-0.969647867500953,-0.339080379914017 +2.46130653989303,-1.47114244756251,-0.697655085820221,-0.0825107028304276,-0.0272630765479768,-1.09017278337668,-0.908451498716058,0.229931778947687,-0.152693517710576,-0.104004919114153,-0.713588980484324,1.42590086599195,0.305703769335561,-1.36752446311983,0.262257311930288,1.67891685381219,1.0977398064276,1.28983066358726,1.75695920025771,-0.144227291098931,0.328700358508014 +-0.984986747047058,2.15223022352263,-1.32851908314959,-1.29548679789706,-1.35648013437238,-1.19394962810193,1.24296415766107,0.288913359903833,-1.42096493271453,-0.551941200176679,0.417055446496342,0.554777778718657,-0.268480280002452,-1.83875651695449,0.697328969054937,1.00227667542151,-0.24662640188432,1.06595845799682,-1.59802760354391,1.62148449430692,1.31670517306225 +-0.147489806601807,1.59234735016301,0.392401801938043,0.496487564281758,-1.14437254656014,1.37539201469599,-0.457044522206656,1.09692168056759,0.534680926901519,0.908380828599965,-1.06103135309802,-1.41798316910877,-0.785669105999614,1.06531716857842,-2.06717554632887,1.26480370266137,0.0886511722204257,-1.5849490218266,-0.33741010130528,0.455979710192165,-0.0926017433761558 +2.03294149037102,-0.0210152620682057,-0.441772090370314,0.574556548439702,-1.37170988153053,-0.118141503737741,-1.46567619955718,0.957371082325137,0.616703587194354,-0.161047485057176,0.473696793257558,-0.754520648580016,0.893844539559665,0.681820501297748,0.52865940471103,0.67182679540607,-0.144020615268008,0.335747878772062,0.728369717538406,-1.55996213051927,1.56814660046078 +4.42247581673633,1.73449483125756,1.90526558191225,-1.67659372036959,0.788954601325768,-0.506750621401165,-0.762505346281158,-0.269600871133737,1.192100968146,0.177668203793399,0.477852836541667,1.54970195746742,-1.0946559992258,0.229460695921669,0.332662683436442,-0.114654833653277,-0.203376544908051,1.49937671733037,-0.782450517332421,-1.36105987834289,0.913071796103957 +-5.54319524207046,0.333436910848705,-1.049646757075,0.446122699936391,-0.81835704010707,0.156952126124051,1.25094555166318,-1.12969297491579,-0.0413517300846563,-0.488108894037099,-0.754010485832598,-0.975359448005094,-0.744886038825338,0.398482816179606,-0.32474585309337,-0.222747396834597,-0.102653418220163,-1.09467878873173,-0.0824967090804019,-0.891396575552146,0.802346822869268 +1.32325266187889,-1.04047947080479,1.49361257999413,0.832107884753309,0.861787882803506,0.119677373883738,-2.04023346631946,-0.899044844257736,0.426016192148871,-0.642589905825506,1.55940668441628,-1.30826951610537,-0.961464653627894,1.18460823930991,-0.324287345478714,1.25023865030107,-0.175063736247035,0.30658017982888,-0.137512185289553,-0.0801417923739372,0.695282882114497 +-1.98745640692966,0.483569083284815,0.303647875778528,-1.13413672573517,0.130724029704928,-0.952157115029264,-1.38571808326025,-0.71699540609863,0.546789505775528,-0.614024019629323,0.645628039488865,1.28503573783969,-0.0417863835641605,-1.02438627730078,1.0193337774952,-0.111648793830411,0.873598369141077,-0.0549454405702661,0.571501119414092,-1.83207664873888,-0.307186376715521 +0.728715571328231,-0.332383391725077,0.958031837147036,-0.0707772258963782,0.0527558197155167,-0.845701908098623,-1.2888280969095,-1.11491603593742,1.04653120529112,0.984279970079744,-0.0668942603586456,-1.13948722596448,0.661693457171938,-0.86364439983453,0.296029211097762,1.39565586769136,0.413202788008418,-0.212878555079635,-1.18110883276717,1.07245868094257,-0.234900496828278 +0.568426066588513,0.919103744865107,0.785824381073579,0.14264342421318,-0.445651886888446,-0.0343575951936959,0.0708126243717609,1.01559624420128,1.1920980158128,-0.535562794415267,0.508884289966221,-0.22947049806193,-0.0632275699184022,-0.145693798747363,0.901683762951861,-1.66275751937483,0.307166582154369,-0.567792990273854,-1.51111623340637,0.140777612655913,0.919481903280541 +-1.51117876578859,-0.357306658719488,0.152239853529518,0.134242008357168,-0.0222585328926872,-1.19970149764343,2.15103247732932,-0.0574699326497784,0.729464706181023,0.145080603170597,-1.00859885509459,1.21360290390818,-0.486712459309841,-1.39624927310047,0.189070508828628,1.37605628163554,-0.0582208584390594,-0.209856736951036,-0.0502726657972069,0.344309286987874,-0.87408616574389 +-1.61056788110537,1.17904679236038,-0.423357573072579,0.126471126460027,-0.0752203077302197,-0.0682950703202914,-1.04889788759502,-0.292776127500582,-0.563270092979654,-0.492525200268491,-1.75127638065622,-0.760038541183533,1.97638014069432,1.25225208766667,-0.18277589387276,-1.17807958176728,-0.726146027195444,1.77582342333981,0.0839990566325948,-0.339261024060291,-1.02080814546254 +6.40848857591079,0.899928982272971,1.00008623542852,0.0736721788880615,1.30704452469034,-0.446327895184807,1.90455962838929,0.181834013127079,-0.206768661593069,-1.4447617122094,0.702915491888164,0.247898776866966,0.113721493962515,-0.446486340291284,1.0084666361428,-0.986499474010029,-1.36972300886708,0.0568094538303076,1.68090951020782,0.0677956093708519,0.675725346881643 +0.0879782106490413,-0.251060976511258,1.83485383521654,1.34598775651734,0.194334239124935,-1.75499668795945,1.72521715920797,-0.161805829127326,0.833013109968634,0.384302874733276,-0.207718437356067,-0.228079443841188,-0.696565376497532,0.115437617005662,0.496780368876648,-1.84205485684664,0.319844614073175,-0.814640400923075,-0.988626397500811,0.206520655837855,-0.598072697784446 +6.86025482945698,0.659700863471874,-0.315833353833228,-0.16956747741413,1.48023054061996,0.792580303087945,1.51154372547524,0.304392394416667,1.3345594167659,2.67384791379993,-0.761349405531697,-1.60653911280747,2.22227254547955,-0.396026145044602,2.25138993167098,-0.384270479463764,-0.328233497098031,1.12247083544633,-2.1340379732677,-0.0460570384913765,-0.953724468735396 +-6.39499648040747,-1.84831054944285,-1.09158941376549,0.841523035882101,-1.28197427059725,0.0110132407785333,0.46753271531828,0.214839464077661,-0.79369727148576,-0.91264151858276,-0.225015046506459,-0.068929344378569,0.493944643840473,-1.71829669908605,0.102105740151957,-0.778745517797436,0.0502592042846061,-0.0613800915563755,0.203647558552449,0.195161893160641,-1.37896071938502 +0.865293226425864,-0.63235536203598,-0.474783187168915,0.402512610844363,0.616811656868709,-0.784609107384934,1.15520969654953,0.482441632145421,0.28313188207941,-0.147074056133757,0.545725213461039,-1.38184333239557,1.40161852823292,1.78202772361392,0.821122999192873,-2.3027976297798,0.354297319870151,-0.0431796860690866,0.223002381323487,0.421142909945826,-0.921645343157651 +-4.14662397292562,0.524326464917881,-0.459604279494042,-1.03390989123484,0.0983683177786559,-0.801056992058455,-1.35334308941687,0.00338209826345153,0.339603580125321,-1.08636085029927,-0.141763592154253,0.258413860980717,-0.133633087011776,-0.590108891879884,-0.397359162772035,-0.923132929505682,-1.16407542522171,1.06415996245173,-1.88960325529592,2.03832357438571,1.61823704276077 +7.62353694055575,-0.836624470537046,-0.928404309844788,1.42755899712707,-0.0909335346478433,1.79231081645686,0.837293090461963,0.0318610889157421,0.901081878986828,-0.457050121143533,-1.14537352564329,0.251207910276321,0.29289713812222,0.516508829672729,-0.875427395788317,0.348607895928039,1.45474487545026,0.988858364566985,0.714568962575044,-0.429320931600298,0.248161081503538 +2.04198642271667,-2.4128197117105,-0.841908435097347,0.734708431503623,-1.43323699753484,0.358725874968432,0.77625745122959,1.59508028983602,-1.07083154696089,1.61598103706879,-0.233046781596371,-1.57553208044553,-0.790076073210132,0.937179078942994,2.25607145050172,0.577553102842283,-0.850041177947844,1.41099142177928,-1.12604981239887,1.58755854932941,0.604792701323315 +-3.43686934434028,-0.317713527514673,1.24505178408429,0.108677728416787,0.24563917120202,-0.891004787137315,-0.473321861632863,-0.074141223366949,-1.79836835579907,-1.10163173581149,1.00110184100128,0.530534026137097,-0.110248977081882,0.606757607754216,-0.221262085389708,0.237664640540827,-0.762932161419946,-0.242481083455431,-1.0117438155242,1.05629605172243,-2.27272754862315 +-0.0674284410696397,-0.289611893249308,-0.191436640514587,-0.58437896812509,-1.03562216856905,-1.73766466542069,1.63657275853351,1.00775448138015,0.599118901406096,-1.05615981846789,1.42857567399795,-0.100784125121622,-0.317724226968543,-1.11660892584804,1.97863997499383,-0.706487139469553,0.140884713747201,-1.1881086898858,-0.526645374308204,1.30427184837123,0.238240841994021 +3.99834347934667,-0.603945694413389,-0.271704085463045,0.294262912165525,-0.70693181866349,1.01011261496398,0.0260662925141314,1.90345797451804,1.08691978266498,1.05046426403647,-0.439580251411199,-1.42978498717518,0.0965542344874159,-1.08549211490204,1.03608873272807,-0.15624242502503,0.620266040571702,0.971711997429237,0.356009014276714,1.22824058494107,-0.574952956890693 +-2.45021851186925,-1.70126024204208,-0.116174693173407,0.809645364063507,-0.373117299663172,-1.74813823608902,-0.522462967935144,-0.74165375727465,1.07556247087763,-0.0191152013872012,-0.137689273183317,-0.0860692394206534,0.863801529036907,-2.08147360555525,0.556381174599188,-1.46089127123119,-1.44294425430274,-0.174526936330823,1.7257123593987,0.905612892886637,0.943540832672772 +-1.17823836453613,0.43277198360147,-1.01598585013608,-1.90670704167904,1.00648606464864,-0.588670599966824,-0.437347856540193,-0.216824060186323,0.342153512707855,-1.72995469764725,0.720832257198805,-0.118765502777614,0.175352453019689,0.710991369390603,0.0209016189778729,0.760232098930884,1.26287127242976,-0.450369829902383,-1.50478824828357,2.01958024089845,-0.444851051497166 +-7.2531893503569,1.07362253489804,0.383668615163731,-0.85952188637296,0.350697944736977,0.214803115910234,0.00352269926879931,0.140991395392523,1.3747495195451,-1.15515486534791,0.704820038892649,-2.44928605860231,0.445396141817637,-0.720360768879057,0.665488430240317,-0.621161087165581,-1.64841862023226,-0.820223005325451,-1.49917123254694,-1.32439876901923,-1.91851727215338 +1.12853371065399,0.438514800625102,1.15105493219053,0.13360346652982,-0.0598306480089028,-0.426020755535337,1.0691049217974,0.975421657044022,1.15898488065314,-1.40733345011135,0.353715988516852,-0.098045468475523,0.26118052017092,-0.176488745998307,-1.46393961415836,0.451160605758536,-1.14400209644118,-0.0958087986452952,0.405263194973449,-1.45411680937949,0.926422317786419 +-2.88605488534868,0.640643920873726,-0.697820100354512,0.0476192722412725,0.332458792410647,0.392415011746584,-0.374044149469323,-0.987401510575228,-0.110726768431618,-1.14370096944796,-0.956634569754139,-1.8152401201534,0.287994545806104,2.19585587305955,-0.232670222490429,-0.567036405508552,-0.105817078581056,1.94872828066466,-0.184189418649385,0.713164706662386,-0.683486370733565 +6.1840563034376,1.18423360787055,0.206882590086265,0.100440181330729,2.07238898699088,1.02934082709405,0.720520585105044,0.607638022538891,-1.55518357915835,0.528795156497931,0.300303846082486,0.699199085085098,0.102867940012863,0.492551648566904,0.611923569875915,-0.843716554219623,1.58928839067842,-0.823974572679709,-1.32540976327402,-0.717715127876185,0.231346272949537 +-5.82966602796626,0.193131479256257,-0.241157561249945,-1.59502721863131,-0.584076507690444,-1.89781837284171,0.356424640487022,1.74387633884107,-1.15626334898315,-0.295955226032823,0.40515761763546,-0.359036418818526,-1.33083450415415,0.0285016567172141,-0.409075740949584,0.258831295631969,0.884999602917593,-1.38870091145251,-0.278549138420236,0.514248944308863,0.708000022057885 +1.93427926922444,0.864737855906628,0.628099225017804,0.779068397829248,-0.956716046884077,-0.17942713964811,1.08271598546522,-1.26224990741858,-1.55615969675892,2.70925994085218,-1.12900106648012,-0.901038953266663,1.92591494365776,-0.277874528795755,-0.0588075889594641,0.086271501958297,1.84612974904487,0.307384951474197,0.727723668540234,0.383915508381385,-1.05858179431883 +5.50879430793146,-0.0260525911879043,0.767901765358174,-0.138003355751984,1.82702144052349,-0.236042968940789,0.891678370327766,-0.553556763800397,-0.278476037120133,-0.645483805333483,1.67107456256663,0.594490332849356,0.195904290373848,-1.14579734238015,-0.0603335376906565,0.504082869831094,0.155043044707386,-0.724000081539332,-0.379601346077124,1.08304726278619,1.99583329956081 +-1.67985814975148,-1.42841215716138,1.33467019665012,0.561631672789862,1.41753514198333,-2.18611598339785,0.632943441533797,-0.346718647970694,-0.249185534704166,0.429525043547292,-1.074242025252,1.7146639901316,0.429115537524849,-2.22894506878191,-0.48087768056932,-0.398532173991621,0.739971454405009,0.482247547442799,-0.902525283950162,1.59426769548292,0.0997561240597472 +-1.87399911756606,-0.152272954315664,0.345282160723545,-0.147134911174331,-0.774995870709201,0.351806510251288,-0.363486362428058,0.68289557505267,0.40022941837905,1.0724531194548,-1.40975677430831,-1.96562591071747,-1.27632399018705,0.0590903003763319,0.402942169974411,1.60675261606331,0.336676838540591,0.879466330460656,-0.892043830310621,-0.169727006622878,0.425103331221933 +0.0375901243376282,-0.135427973733465,-0.122502599754083,-0.612791121186703,0.0964458677091455,-1.11376721785984,-0.112913898217156,-0.927210360058815,-0.678008407150383,1.09280270912831,-1.48591290013652,-0.921042336209736,1.3923043761708,0.403530582231658,-0.192002003610554,-0.665260054694093,1.40415415605903,-0.20521996386097,-0.176595148764577,-0.485492569297046,1.95745821733249 +1.07608513275272,2.21190751667654,-0.492691141206517,-0.649372771881583,0.148778178898668,-0.397738366382467,1.86902390891034,-0.26985879758117,0.28886410315082,2.75060808895272,-1.83778573276006,-0.918666779959386,0.291735564588366,-0.423611024394314,0.983864912407481,-1.5095629060326,-0.207005874416992,0.849136261410146,0.494890040481748,0.530026597542816,-1.71403479378032 +-5.19578459326733,-0.661387463793352,-0.366585851365144,-0.733390785757432,-0.516565991937374,0.828053091039819,0.468379333860428,-1.1320738252927,-0.996766938760643,-0.958938099293256,1.63754940582563,0.141233875086716,-0.0774352042969024,-0.696929991165445,0.575015533603566,-0.375430514406736,-0.902208014011954,1.00047818779227,-0.767566924017067,0.09403253926092,-2.04836013192344 +2.00917947542014,0.629356183797972,0.319906863706785,0.373481394722,-0.621197861746938,1.30447948439277,0.643916098359638,-0.263368224194656,-1.29360768505015,-1.84646434409275,-0.549580390363256,0.179271974524061,-0.0257062666302232,-1.25063016193708,2.51142684830403,0.779663667308105,-1.18449183793891,-0.171423327905087,3.20648800126626,0.822351477800973,-1.83704146399796 +-1.70832403336188,-0.272250297866002,0.0883307422371387,-0.300627932627621,-0.474728111954158,-0.527804344280863,0.620417124717734,0.200691657745414,0.65327442375087,-0.69276035377926,-1.25719963269186,-0.0135699343731438,-0.696444470496222,0.530342061567988,-0.839900843652342,1.07924592221398,-0.873163923432395,-1.4650456096214,0.634621797161479,1.1946829570495,0.225515829914946 +1.03819198097928,-0.717208236153912,-1.5453618577546,2.03146549683708,1.88390989530118,1.24943918818416,-0.765133698325181,-1.06296122373096,-0.894753461045814,0.304407115449338,-0.636607259049084,-0.298897242726563,0.904144597615891,-1.43727334469318,-2.42647250074819,0.462264360340142,1.10934341357007,1.18263225241457,1.33241642046955,-0.166654397599325,0.323350414359748 +1.87379275423098,-0.195326175573496,-0.168792076666876,-0.225254444672913,-0.532459593239419,-0.454552484643392,1.31798430076669,0.282899514462152,0.492544233394103,-0.44247319426665,0.0815757458897442,0.271390014815705,-1.69858082045314,-0.337258293092598,-1.3194919302383,1.11579272752914,1.08036627622144,0.60680188197241,0.44305287232319,0.666397731872379,0.412032488065816 +0.6726412451832,1.31326420197586,0.15066269210781,-0.0365424565429097,-0.826425134150941,-0.634705575928392,0.990908965400377,0.532482765810649,0.131082373729829,-0.0836683510138772,1.08412857649636,-1.19836681015153,-1.63748914249184,-0.615475402627842,-0.869167511440735,-0.0766015005932824,1.2440203662274,2.16367855495589,-2.13663385322965,0.729442783198561,0.861477186086595 +-4.60824645207662,0.0126824251690525,-0.00161221815960904,2.12091428482125,-1.33872674529867,1.18071640281696,-0.136615624514536,1.34239695509349,-0.147076971099602,0.470963006938724,-0.559952834185301,-0.121241386240532,0.853552759042801,-0.408947094361141,-0.584302063884812,-0.116198637291031,-1.1100345201016,-0.191361339342147,-1.66737512771423,-0.852133547202139,-0.843078191108113 +7.38336863323112,-1.12421159377969,-0.457093963647277,0.574481802755088,-0.571913006538121,-0.263629137826599,1.66548372094832,0.593435583464108,0.724450246166627,0.990219598216886,-0.0158445906556745,-0.893854448304821,1.54898330960475,0.861812018791623,0.448596249250641,1.82448900286904,1.4648142698623,0.0693216844467168,-0.926231436312845,0.795206838820851,-0.00474059630890744 +2.03522201132119,0.856628030615164,-0.0307206591267596,0.802565414432802,1.09990997642099,-1.46059880520153,0.0562041359560491,1.30400829937682,1.19178447524399,-0.120032843491508,0.246634071164347,-0.281409677675157,-0.602184447585976,-0.288709479459072,0.0415947611215302,0.319027875356554,0.599834439321777,-0.944968550038207,0.226400244190669,-1.0772780769905,0.0132887929300158 +-0.986271103814285,0.314182120307313,-1.29617446379133,0.178441737309365,1.13440584163374,-1.95311321542214,0.953461579830061,-0.118454794598473,-0.57938266015011,1.24345049319992,0.972730229321229,0.345215694762437,-0.293955759485154,-0.668009108616293,-0.209752022001636,-1.68238686495112,-0.771064841256774,-0.671229274042244,1.04160174664624,-0.251684430389931,2.32481908439744 +6.82974955172854,0.336671902986252,0.827951220188404,0.118351582138759,0.0421512013701263,0.901636147053486,-0.388228498926706,0.501075292847924,0.756537065181437,0.602844633453221,0.908740379449495,1.01978443142668,0.578467377759385,-1.60221295296236,1.38747205354092,-0.622524552159628,2.31409098151989,-1.529298608588,-0.932695397212361,1.26533764614314,-0.0393804812993737 +-2.7733053162787,0.262025933384903,0.213676170533972,-0.884046859095502,-1.49367273037647,-0.111221850564104,-1.23724668656368,-0.759040176043954,0.482052808162271,-0.298790723395545,0.619466700717325,-0.325267640228569,-1.48847038292239,-1.15499596220417,0.0695903395632872,-0.0800177717958386,0.263268445522918,1.71171946051847,-0.162186343850624,-1.07530902588932,1.19776126024885 +-0.793184916872959,0.319463859060926,0.0548009191043245,1.2060332363366,0.057054540508603,-0.439838957809038,-0.282340091075531,1.02939332139997,0.43118806793424,-0.595211744423431,-0.784920463845292,0.440829619427202,-0.323066481825202,0.271491624172302,-1.60197967867172,-0.523715747579469,0.199326204417603,0.000552149553382383,-0.460818949316533,0.713591732776879,-0.197931958426502 +-0.98380592184405,-0.30209292479344,0.497924420281783,0.0157827623755427,1.08649826286518,-0.509057379065576,1.96225928072304,0.176999668059457,0.979559595153569,0.20455714794762,-0.540254760370601,-2.69722380421533,-1.35653303933025,0.310132482993502,-0.227939575910826,-0.809594137032923,-0.524493843085708,1.4409464213816,0.399538800409679,-0.361512674414875,-0.656436572698809 +-0.265452736027954,0.5173408285166,-0.642315315759831,-0.225461499599083,-0.389092060738939,-1.24702868350309,0.573911209327698,1.27983283839234,2.13584922517669,1.54519292590216,0.638503003296564,-0.0908092554699313,-1.18745793623944,0.135034170938323,-0.242803614141239,0.44323842516932,-1.15097843568012,-0.598595388664494,-0.98053259634197,-1.25581464755229,0.664037657459378 +2.5939561334891,-1.1640865568817,0.0716135229385366,-1.2966060858436,1.04523868259411,-1.05025765905337,0.00567448428313877,-1.88147782080755,-0.706938571396565,-1.87111460462714,1.88323015993463,-0.214510633496329,2.69930978520233,-0.0856278135738245,1.03889421329247,0.967729905746906,-0.337772557704425,0.86755728692354,-0.338454069052413,0.827712390166602,1.58441848692612 +2.85476780249033,1.27467984653973,0.0559589964449542,-0.0384850009257473,-0.549884457784471,0.655863788007141,-0.70990177112092,-0.488276040468676,-0.850074828629846,0.212485429105254,0.912084312718658,1.35057013168091,-0.231462183022324,1.26975853664754,-0.443108948561589,1.69574130964832,-0.258998410002797,0.0627631758480867,0.79783460857305,-1.85723188261096,1.05108346240982 +-4.22268498119607,-0.452948226188129,-0.656038508322067,-0.996853673628424,-0.764384302224071,-0.693823648064722,1.01610264176354,-2.66890724622021,0.308264771037035,-1.68015758420716,-1.78510735562481,0.394904570429995,-1.09326901605869,-1.71336821672472,1.00095914778339,-0.345208470223934,0.495750896515798,0.818181334297038,0.875810452794275,1.15607817716314,0.387120720352862 +1.24293670112651,0.117753728834057,0.644952092175901,-0.344813649173226,-1.09465730413815,0.258127903092287,-0.579374666611369,1.3958245834215,0.220465334911223,-0.290571200416257,0.418267578195694,0.490441597569394,-1.29119870329035,-0.44008158713421,0.236966920158471,-0.0281212746784932,0.181133273887433,1.66349960007623,0.145152067266365,0.663129897700958,-0.783129440559268 +5.12060537875604,1.35993126671175,1.44944567092148,0.34299174154333,-0.848581491621649,0.783645063057758,-0.0994462664216164,0.769178675562409,-1.03575311373568,0.566296116526859,-0.0768823495338205,0.00508732939099174,0.337643268091953,0.0865230023251014,0.307881224293216,0.922683448016848,0.277150539772318,-0.950134747350486,-0.283337183980441,0.994206733655362,-0.39244296644166 +-1.87101135241734,-1.05831877329288,-0.252634874667687,-0.686435433956084,0.42428125163537,0.166908812266616,-1.7927416399576,1.14264645492678,0.369970763313589,-0.8352253184863,0.925298408684634,1.22860907593792,0.832541727721819,-1.1858927662877,-0.244031993698721,-0.97651149349796,-1.96166976101438,-0.731110970298235,1.77169273656677,1.34590971907542,-0.215774880939132 +-3.75363785236399,0.0378117370799486,0.464656676659763,-0.628037071152711,0.0601689708989325,-1.32311054393514,-0.263612021318528,0.392064930116736,0.230752113133636,-0.316792363828465,-1.11310580777513,0.958088205772812,-0.155587664505242,-0.381658821966182,-1.90285348531535,1.21872523267821,-0.0940465174907623,-0.403599220628301,-0.303025112219343,-0.341839564186459,0.687378224728287 +0.638247014494588,0.582304929436291,-0.759091900953734,1.05889232501212,0.913631782574476,-0.837462842708502,-1.46825673383848,1.20952339804361,0.135079192604919,-0.570782899273761,0.643681878365636,2.3638651666019,1.88140747619953,1.15921779816894,-0.163501477781212,0.0164177208743189,-0.254377201618367,-0.25569159735873,-2.50160122080645,-2.0039258278416,-0.861462523616809 +1.59452983392314,0.595808722209156,-0.613177103375837,0.672709401210877,-0.760355988007044,-0.398820188567022,0.162844664594153,0.737175353188939,-1.35364921544656,-0.595983988119886,0.816599180449181,1.57704489603794,0.964092468061179,-0.472374013700671,-0.219998377994765,1.76199117600274,-1.35647410704237,-1.75186653467699,-0.973714630193277,0.0245692325086537,0.231617028655838 +-2.22549538002341,-0.352637703102544,-1.16233655875022,-0.910022907478485,-0.451266303836025,-1.17165432155883,0.88600573791165,-0.0272466028200334,0.12294597063284,-0.778738045134806,-1.38359192063301,0.441686029687488,0.233101901685628,-0.696653496046852,1.74244548248748,0.793047083719333,0.449271490452748,0.99921096193482,-0.426747635846311,0.6910702909477,-0.0806718436544727 +-0.701005896585226,-1.02413319377272,0.774622673129852,-1.62241584393415,-0.192783929467793,0.194735797667501,-0.568425303508995,0.162698186799575,1.04774259289475,0.562013198974011,-0.806439957338126,-0.429392268187371,0.0482617712335516,0.0725248844114753,1.34495934110829,-0.558197253592492,-0.0670319783474328,0.1057459519552,-0.235153418538512,0.526711043510995,-0.180636241097236 +-3.34494192549419,0.614554443260793,-1.81210291034675,-1.16125940194916,1.62485755710687,0.318477946608998,-0.342707670164153,-0.414535984040607,-1.40373720098518,-0.321947927765823,-0.482507864321872,0.305693816334041,-0.520895734623016,-0.82488763232783,-0.654143746853947,0.677011850437024,-0.532564490473812,-0.948011191826027,-0.246893723671661,1.48317197882508,0.545333116528128 +-4.40504676590775,-0.928281530715138,-1.35383157392274,-0.472011305152293,-1.68042083084287,0.676772800758896,0.785296301029695,0.922230853563582,-0.785459569080108,-0.698709234004757,-0.16779331813024,0.704599766522581,0.899544046606476,-0.624519215306288,0.46821664404996,0.736815189269199,-1.29662554575633,-0.526124532245792,-0.381983570468802,0.309626423915198,0.436570076848483 +-7.92986462821281,-0.00651445271629936,0.0154052883900366,0.204563561296361,-0.259402451220336,0.647605335144622,-1.93141469786968,0.183564876967964,0.512943458639036,-0.386504935971477,0.903689551632092,-0.958656244459715,0.649403266054352,-0.839600044838282,-1.619499706354,-1.67196737041692,-2.09099290625824,-1.30215151033079,1.65652135521497,-0.558703773765552,-0.87701932130543 +-0.0249991914113922,0.224880808422362,-0.624447797566008,1.04846502765846,-0.222558958106386,0.540330979148082,-1.1135686964306,0.765284617592328,-1.98271057746334,0.470006000929983,-0.26587632584582,0.331529835199274,0.569343662012846,0.951452341290856,0.339521696637596,-0.754756762956467,1.13407688245461,-0.0293923241950623,0.0916510723368796,-1.59482095331431,-0.0456954979481278 +1.12331065177706,0.199455432509476,-1.57606679489181,1.64448384037169,0.799950067049245,-0.785728131587723,1.22061770628995,1.79433028674147,0.0932616772638527,-0.539458975945306,1.16305161628364,0.270132766235549,1.75497348622353,-0.906027333916688,0.219840175574285,-1.2292453803343,-0.0113115189354943,-0.435185357968436,0.17369897612816,-1.21505564817514,0.131427246790858 +0.669904167541874,0.178207858976924,0.346480614231598,0.102303919767983,-0.196396890128572,-0.601589920543961,0.104419872501601,0.532947081461709,-0.153418679262005,0.466879946981298,0.407920458298948,-0.392296603236598,-0.363713845128214,-0.167508847055601,-0.987716784885317,0.842052505691577,1.07816199809542,0.532558026914563,-0.159939262009306,1.22012580857046,-1.45726275962823 +-4.23425223308218,0.285143959081385,-1.24061315622903,-0.931014661734596,-0.498488202818562,0.610848071138949,-0.0222035138367822,-0.893086666303572,-0.0398717721297823,-1.11554224823382,0.133370317305492,0.389290788024142,0.0601437119891202,-1.35166201425944,-0.502381055136912,2.38414822192172,-0.404256391316583,1.45218184167066,-1.03656947978147,0.435903645970337,-0.780577165165271 +0.047442988386629,0.238966519845743,5.04664938192134e-05,0.255386236522904,0.325583275478928,-0.618911072578862,0.350087681515387,0.382929062978979,-0.734352578692939,-0.210575546319995,-1.37987001070396,0.0859597809817196,-0.820511424931201,-0.182876009681035,0.534306729330526,1.47882544390717,-0.0687055887554321,-1.11447984262246,0.0508887084339365,0.57187554396063,-0.352951586717513 +-3.83685307226086,0.62492277428748,-1.54854497119581,-0.411617947923363,-0.704210964847676,-1.18088211825452,-1.07416136811458,-0.959268250429718,-0.778576902834634,0.556623321895749,0.298198199558444,0.618622408253547,-1.24519808860657,0.120030926240784,0.07196141017761,0.492921083833704,2.55657918472179,-0.91659282829052,-0.0781723324488429,0.945838091032438,-1.45243393958592 +6.60111761764105,-1.40841277187787,-0.15338907291065,-1.70875676835619,1.00518915395201,1.05483725849324,1.18098182363511,-1.1448569233721,-0.103434005009091,-0.492395873000273,-1.0927822672818,-1.86607478841742,1.35777432452536,0.910451652197024,2.39798755919398,2.08213386039471,1.52871636174983,0.897657403728976,1.35198856222399,0.681301752321273,0.00213575221017447 +0.141220909296502,0.57396246876626,-1.01086201299834,-1.44314981112177,-0.634275312297138,0.828778022030367,0.432727786732392,-0.937601773044787,0.0297499161057886,-0.126225740504082,0.25405765945515,-1.27445413877441,1.69826163609991,-0.65402337754844,-0.487930244165385,1.76956037602318,-0.0288685687921892,0.776528592386941,1.01852479683801,-0.501007039311211,-0.447578780976682 +1.62774764112305,1.33577577407657,-0.962059414859001,-0.873659201824279,0.215584409250968,0.997728631579653,0.989376928320435,-0.658293367372679,0.148802533041937,0.241011271289738,1.19770021467307,0.837101981059071,1.89938342233032,-0.758637362189319,0.0468172602324245,-1.64501955556502,0.896612734395747,0.206412591750983,-0.155422342236216,-0.244524170612622,-1.53224681906435 +2.26423457246345,-0.461486108128656,-1.56520209471055,-0.62665182052179,1.57734460958738,1.40082344752322,-1.71696355753428,0.606060191657749,-0.449711812435134,2.17411851837166,1.04195745040148,0.894165204732648,1.40219664721231,-0.16102475314666,-0.332920478535433,0.388664513224949,-0.419914172565659,0.102321221743387,0.276749006236091,0.772340579164763,-1.16896936105626 +1.15814398146877,-0.192363844536247,1.39830497251044,-2.11316586454782,-0.31714409274181,-0.907964707344694,0.202997326125512,-0.841621896388723,0.548388083877073,-0.588272526294106,0.0728724974756464,0.105211947619081,0.265384639738352,1.62561820815739,0.809170602018346,1.51720757060324,-0.392043728808706,0.231225406007969,-1.10792932355942,0.671104536983361,0.341033115970297 +3.32254495511991,-2.08306461300538,-0.208013350713519,1.48715748690619,1.44251706947842,-1.72221870207466,0.240861285230547,0.23326022694719,2.04798629979008,0.740723884157443,-1.35164171572216,0.0375319591172812,0.690565875497695,-0.0423790850245684,0.696696966164151,0.42724184807757,0.00281015453935787,-0.311554441690837,0.414286480150982,-0.731393684379731,0.39358615050556 +-11.9470051499537,-1.90889966407156,-1.3300765576896,-1.97015236129599,-0.971887128303271,-1.1024410149047,-1.15966199379447,-1.50307906433194,0.432447173119758,-0.543744086612168,-0.195735678134206,-0.605117110663861,-0.945936004100186,0.952224413495217,0.849287798355931,-1.69952324040364,-0.633362104349676,1.18015294553668,-2.44973281165937,1.03955027247798,0.661203845957626 +9.78050207336815,1.41025794525215,0.0350741035822778,-0.0373559819559498,-0.315932963642959,-0.912368153344223,1.09506348675712,1.632290234017,1.64506806247737,0.159244427009514,0.62495724787544,-1.03675580118607,0.519738267602914,0.96886349952155,1.46170877078859,0.906613120530066,1.03329000535105,0.500258759883977,-0.0685603439858127,0.181592423217267,-0.300211100111993 +-1.49865640641359,0.527532429716916,0.595361536530095,-0.0149994577957782,0.249824738145412,-1.01153663393002,1.27999025244102,-0.355928231442665,-0.00258008551768377,0.495580863306107,1.47415769722382,0.00987559219545435,-0.780549209857819,-0.45764547824738,0.604471432796905,-1.33279173894312,-0.593102531623545,0.466135164686038,-1.09997263929447,0.113567768676349,-1.11081876364444 +-0.217144418589721,0.644207628219839,0.21501616839415,0.758038203244874,0.753719645696583,-0.384600296073505,-0.43562696597084,0.619813395059496,-0.681012658441262,0.614991879934818,-0.885313772739231,0.593019135996725,0.733862041813586,-1.49351216018937,-0.226065278185205,-1.19771755398483,-1.38003355454394,0.112305130265698,0.554325756847746,0.852680472568068,-0.357202361927274 +8.99779856680903,0.901284379647873,-0.495764063811035,-0.994378268850001,0.860764287050864,0.772328048457079,-0.233702624006648,1.17318386079528,1.75562671678461,-0.601300919525631,1.00076470843103,1.96170783325856,0.0158745193627193,-0.00442981349394377,1.32899603914065,0.0576778621171495,0.242892418124794,1.50945421095304,-1.77856035630493,0.0548765958449488,0.140010767892842 +-0.833056178321076,-0.242246696421772,0.387998807095383,0.492797076843091,0.129150596575801,-0.684587021076836,0.348110016469314,-1.32242594999121,1.01688205440762,0.620163448594281,-0.00786194940390608,-1.67510901594619,1.81235266628935,-0.0992242841049085,0.149220446826101,-0.868004462904981,1.51951090415075,-0.5180124006562,-1.033355314053,0.0721016943972267,-0.876481635011995 +6.40796368428192,1.40266839261555,0.188364985459627,0.957439287862339,1.45816921848327,0.400433184756276,0.302356997005082,0.838623876492991,0.602294625295779,1.1550864894473,0.340566491351962,-1.92415097673798,-0.340852133355415,1.35641642358049,-1.27450055951213,1.03375848979686,1.92959366372972,-0.953894616572607,0.551442098095112,-0.54525107613864,0.664254111133346 +3.21299149107529,1.09593101034668,0.141349660565147,-0.0971759024951802,-0.452379420206379,0.578992878531049,-0.418386424611338,1.49867408287855,-0.30254283598277,-0.80568720222839,0.0483841595038181,0.1417228570004,0.549778108570972,1.37113398544157,0.934571834502173,-0.264072956321352,0.453700494862598,-0.829327125383929,-1.12862885787192,0.467668410629178,0.896698710718848 +1.1516955744128,-0.565196923711415,-1.06664092089482,0.998930672560204,1.07151634526903,0.239987540751883,0.621493557990644,0.932182887529311,-1.02988581342641,0.243726695791572,-0.776668984364151,0.243182907782261,0.326621545678475,-0.352714440660638,0.0295102877109502,-0.275908514086058,-0.306705792275599,0.286856043307031,0.833425314360098,-1.52871309479595,2.140767194293 +5.72019370025934,0.310475047231296,0.78265011869897,-0.319016625197522,-0.571993456244153,0.497174440731862,-0.548142725824497,0.406146970423232,-0.692858188849787,0.0103119068269952,0.768497604336111,0.141430923584589,1.24750375227059,2.94373310955285,1.01341135811402,0.0763364937771979,1.3725159617947,-0.928278987582532,0.651038069904518,-0.509599554756757,-0.362975175429976 +6.22913085106413,0.493917890625226,2.5118012739391,-1.02761709361121,-0.0958860843781111,1.63395225168022,0.351236865575139,0.427236677871474,1.29213441841839,0.53621987125098,-0.160989191225179,-0.652026360373129,-0.069761142845616,-1.13915339552059,-0.416441386882896,1.3883428819107,0.611888794370188,0.642583780659054,0.00788021447102112,-2.44155061232644,1.31463536638357 +-2.82176347424283,-1.41179740572769,-1.3790189302553,-0.522693229283349,0.639345762662583,-0.627625874216509,1.04492220398398,-0.410183455922037,1.00879381378713,-0.340283204244597,-0.758266672480459,1.21613118359093,-0.231552399590865,1.45483994402061,-0.995703986676313,-1.82667474020747,-0.772253620017324,0.479791803380685,-0.336726573569154,-0.51275512513387,1.30960354772508 +10.0338470211256,0.108735032745436,-0.536669117009431,0.518838600351768,-0.359530293586132,0.573763886211068,2.15009977396348,-1.12817916448302,0.0512105505511479,0.441348964507158,1.90367587055291,2.11919246244312,0.511841105515455,0.955879753359745,-1.20464215680728,-0.858919576613915,0.942073887100736,-0.0969137463271747,2.77841499886408,0.221156945219647,1.01545634988855 +0.929401560301317,0.407227825741265,-0.833973838630417,0.243402033584193,1.65094658087658,-1.06661311653096,-0.309688419691822,1.0065376754018,-0.86852900041335,1.32492360308703,0.30073713980721,-0.457135782931945,-0.691805105548591,0.522139650528956,1.25923315461565,-0.0304496625340102,-0.764978307958796,-0.943856052052637,0.516761461671384,-0.149827988684372,-1.10282775175448 +-0.663823576331216,-0.839683481632544,1.10817150291651,-1.15850072147012,-0.707843247031939,-1.90678248885208,-0.0666385395526008,0.848816926610122,-0.181973828933684,-2.70493530110995,-0.204955124720587,1.03541042194961,-0.56972708748784,1.22373062097735,0.835396503521339,0.759315485479435,-1.17818648563729,0.5666497265512,1.59253600799795,-0.42205522063352,0.0458895367488652 +-0.895743197964194,0.446130279147461,0.207704418234698,-0.206745778690834,0.525902927727226,-0.978345449193822,-2.46309438070537,0.812988188942681,-1.29578328798099,-0.435377845601087,0.0775874504856953,-1.78625350706451,0.299850379163838,0.160456460874643,0.471159471941859,1.1879332078564,1.84420937109258,-0.561035805927439,0.546088104073341,-0.961271749177598,1.53607858620131 +5.24227965077573,-0.365416700997548,-0.774373482135165,-0.131123233005145,0.0343143452250501,2.10334109994119,0.472517839346417,0.128902363728644,-0.133601669824859,0.48826928717391,-0.640289464409858,1.08597452558725,0.581645134775089,1.05028638348611,0.353907479459844,2.57183451096374,-0.00491304243942858,0.038696443818038,-0.264774874398624,-0.662987901974106,-1.36210978922816 +7.05520000792141,0.539179850720689,-0.08472012858165,1.8819382521848,-1.06856295619737,0.861466327694325,-0.65633897409368,-0.0809362473772975,0.292526675633792,0.346772332606757,-0.0612000083525425,0.304998927650693,0.876216318402739,0.614584863889045,1.74697969148202,-1.27678027170749,2.25536456488504,1.1718069626773,-0.183483501264601,-1.4540294494565,0.654465902786551 +-1.77608338107157,-0.808576870400653,-1.26100901873281,-1.48779563623254,0.18357468510114,0.0071379400874801,0.605169521887689,-0.457036457971806,0.232843326548931,1.0791723411441,-1.20100470457038,-1.5722784407876,0.267942981084319,-0.766513037467574,-1.07918040444431,0.67652853470333,0.11520267045301,1.37922159111114,-0.432461490857662,1.39921398803923,0.648496727733765 +-1.09955502551849,-0.484411316865176,0.108476150663163,-0.611122522924593,1.3744837963047,0.00957346858782627,2.02610293964773,-0.391148452115385,-1.74118665112066,-2.04351837690381,-0.324955949844275,0.352721269975832,1.12488602153892,-0.708878034478227,1.74339738720889,-0.0413352894115085,-0.735678742045235,0.00384744863802688,1.03094339278658,-1.1065181180024,-0.756259106387104 +-6.53783498559817,-1.01114049610383,-0.375844442498734,-0.601660392323484,-0.286743446552813,0.0282964120791,0.590978945512957,0.228955150408126,0.813884567193659,-2.09571618435047,-2.50142529634345,-0.35632154066544,0.103557371364373,-0.966336411029281,-0.963780665714559,-1.01939749372468,0.660419299905206,1.00511429301107,-0.920447927382837,0.989540878562894,-0.178204649543241 +9.92941952641837,0.119124186659965,0.37078650062671,-0.0475438305311531,1.42300324568605,-0.498671503810539,-1.46417881690949,0.515453380674737,0.490214322059627,0.952349579118297,0.776890114368594,1.0029393358598,-0.294878379093784,1.74025306593157,0.0802236426247819,2.41681340518421,-0.0609430870746158,-0.764877554490302,0.802865725437834,0.1424622963256,2.18640863958531 +9.41364377975594,-1.69523312247267,0.960698274837823,-0.378886302986379,1.62045203886204,0.638804997315306,0.844681437057497,1.10489479206665,1.19312445868931,0.00649585427186943,-0.942109581554051,0.157448973354804,1.4762469749265,-0.333187409430622,-0.0854290762095287,0.0518159238779419,-0.265865147006978,0.962012868390706,3.49736764239772,0.46770591662205,1.1976854400303 +3.53534528068204,0.17180830011942,0.014617110779749,-0.0152839274492883,1.36043790836783,-0.243912438532919,-1.6462317051741,-0.417062494450388,0.246333110276024,1.47610519196767,0.727637016881411,0.0636873755761515,-2.23912579240211,-0.564266197339893,0.393414432268272,1.1617109199082,1.71429748602422,0.405626546321609,0.484702315692074,0.300449178949844,0.700460301878927 +-6.86251956584909,-0.678293128403,1.26535045336079,1.04830101588845,0.163643812696283,-0.328499356001021,-2.20950267503935,-0.162077645208014,-2.48313085887713,0.0571777468258212,-1.33927032496163,-1.50420632634014,-1.93543006513224,-0.0266507893277494,-0.158474058694893,2.07360664688137,0.627856074602486,-1.76450458300256,0.810554190800865,-0.456074404097819,0.395408322147698 +-4.36657221538342,-0.708855920544086,1.5691905593185,-0.941698025673051,0.0739113907616869,-0.804339965686721,-0.372067338876065,-2.05093214524201,1.31513459749274,-0.906060665114503,-1.30982877230483,-0.516232244670278,-0.570772276214425,0.259953382160437,-1.78693347790975,2.57498969149015,0.375757566872567,-0.283752203136715,-0.17794044849176,0.241217899284882,-0.185879058652878 +-3.9065260637199,-1.0168464205938,0.663840866099925,-0.0695646689096318,-1.34149638024613,1.49289499190682,-0.989944388264023,-0.712048317585526,-2.06892146511631,-0.411999580572554,-0.298129087382674,-0.0559626971585198,1.11430703138883,-0.709846315105231,-0.419687472080886,0.845765001385946,0.825963311946452,-1.16948104406475,-0.433537669944981,1.58259924304713,-0.0250058484749417 +-4.17718160146946,0.331329107043333,-0.618768130715814,-1.82245383945604,-0.416513202433027,-0.229712263736122,1.16702224945313,-0.338479999983235,0.467890300125305,-2.01486121412275,0.0910169641117129,0.0456770744602935,0.604998154842215,-2.24960783420339,1.47146074158392,-1.53822185914354,-2.22172903339035,1.50532544558594,-0.46512816224379,0.493607264773434,0.555624600366477 +3.73248231023348,1.00310030137957,2.23907921925683,-0.418809821499445,-0.371292744649427,0.585524195499645,-1.1136236119503,-0.811314996887959,0.205460067893924,0.939557911581727,-1.10680785988038,0.103460322842312,0.40543707919908,1.04744874847746,0.610332081504942,1.13236160615355,0.651752027775254,0.574711838569202,-0.189103169179926,2.00509711363113,-1.93780675539802 +-1.83168268213146,-0.306073756228376,-2.53329287099899,0.187979176131566,-0.833204238505531,-0.864738032796687,-0.200532732489682,0.203462711822587,0.766463649122546,0.677351546262542,1.14585879715483,-0.199443036226955,0.549406982703471,0.67310926073789,1.6267988076692,-0.576664492386772,-1.22950830071863,0.110848829898495,0.344762113699921,-1.33519681675664,-0.409707840876944 +-1.83960928889277,-1.00135451975367,-1.21122826798173,0.886948525698531,0.298881426878995,-0.501824567860289,-0.958837119452427,1.11125519826472,1.05961681690179,0.154852476704336,-0.10654450258405,-0.524138912322283,2.14112605306535,0.206570299602214,-1.01939879165787,0.337131061962789,0.281911122280062,-1.85563365739695,0.15885853317646,-0.435358055526962,-0.600373689054395 +8.35217869775118,1.29253648281127,-1.186577016595,-0.306211715444612,1.71177222099351,-0.55366675964098,0.317296745703284,-1.73524571690034,0.453869634905665,1.31947524988544,2.78809566872238,-0.00534468200808859,-0.0391705089722208,1.208461196864,0.726629255165403,-0.213173883641931,-0.231643825846255,1.25328342410915,0.57380342352236,0.321284100720563,-0.55726960814522 +-6.78922684652676,-1.34059272302743,-0.824407507635977,-1.28987640179263,-0.623446340431929,-0.375924758151866,1.48923268734957,-1.39304847419004,-0.259371262554197,-0.0324631404610132,-1.4423604735989,0.365811076223534,-0.400414723379978,-0.369328674801161,0.802164942676599,-1.14225823100661,-1.11345823783313,-0.24629534912034,0.470064938284836,0.391945827510076,-1.00342003109054 +1.02494793601659,-0.0374412003899106,-0.371766448845303,-0.216169488977788,-0.271880079058099,1.15856117429846,-0.557885771383909,0.101025852523054,1.78671858085783,1.69572026023949,0.842362065482231,-1.19918293446198,-0.597685891520061,0.0341457733759688,-1.5615515196417,-1.7550175612324,-0.000544226780470999,0.353199169726571,-0.113322156805298,0.71953263680759,0.404064280988408 +-0.384050426922688,-0.212395706793752,-0.0310870612242919,-0.0482742167705388,0.00712980968284981,0.147673710064576,0.846325087048274,1.06209014281477,0.188166455591079,0.331386755199461,-1.43953766956573,-0.584307280386604,-0.25050732123114,-0.61843684973667,-1.21494794462989,0.589237265884549,-0.48348715536107,1.64638300626665,-1.23168454916127,-0.699279503979482,2.08084872896995 +5.39984878224869,0.694408192578244,1.66097286472424,1.92711943095444,2.42319525431602,-0.567013915173015,-0.289499564751081,0.343467644387309,-1.94957082072668,0.450479387047217,-0.603736719742688,0.0121316915519696,-0.768700730324163,1.02286046413823,0.0699087461164137,0.129412451787226,0.724323499654286,-0.106758216187662,-0.518916443379061,0.948039532704682,-0.301698726634664 +-6.81301651664779,-0.0474178133303296,-0.0331356798441635,-0.892324008664722,0.896191734166505,-0.955549132656971,-0.635493470777915,-1.13553345979023,-0.572014276359918,-1.45830228851915,0.19117121674407,0.861421803581887,1.06440407863679,-1.42863978952414,0.566180009091529,0.200152251501637,-0.396559744830435,0.664750135954815,0.321661352915869,-2.41872951694233,-1.2307861447436 +-0.553348544471393,0.905847974958103,0.986782134780428,-1.52643716533826,0.0605173493483128,0.0263729446443259,-0.618752798109904,0.0796489740781888,0.0834324348706416,1.20986211859151,-0.385618487486092,1.02588556512627,-0.306870461690275,1.00327178885886,1.2953772856721,-0.386096751811571,-0.294997167734931,-1.02967214150648,0.169509006620094,-1.00802378292697,-0.789651490795216 +3.07860644417272,1.37020168909189,0.630174471309162,1.20465487513644,0.999637679239963,-0.29163375051636,-0.0122734271957374,-0.317125253125413,0.293531440739037,-0.883175221243531,0.282118325342803,-0.967873139960582,-1.10547313518209,0.979554301773717,0.519495492653777,0.728237736101298,-0.197018705329692,0.228138268079713,-1.22453577849329,-0.737230435360561,0.77858762869592 +-4.34621648249352,0.608531723662542,-0.181516965998299,-0.642195658969705,-1.17001002465119,0.318705545081511,0.246433723617915,-0.051394310949016,-0.935477200550362,-0.169104258865068,-0.324172871734994,-1.86082606760395,0.301545480849177,-2.22939443303923,0.0782788896538095,0.993410214593701,-0.216180486104934,-0.194496901446037,1.09825903263807,1.06077359503699,-0.0770247808779415 +-4.49659043814428,-0.779106423107874,0.128205082371562,-0.460066494076956,-1.29930849797944,-1.04519937595613,-0.815482686583548,-0.385075764632455,0.102000528793329,1.26654443776429,-0.0546868087680835,-0.731926664357457,-0.977491915222621,0.503416173550248,-1.46719403821278,1.41497289602802,-1.17962231075478,-0.407142139873114,1.08964065388498,0.276519225950936,1.70636738177229 +2.96833701386351,0.903155549479181,-0.946044748090142,-0.376312769131715,0.849048404498716,0.684194209440948,1.22195098311369,0.034913043136809,0.375913021018913,0.0560454366655821,0.582360405378509,1.18892211325448,0.404121120178476,-1.23347442696223,-0.473176101143342,-0.382306952887148,0.554841361893308,1.04048890187642,-0.518894258143883,-0.0813959615598607,-1.52982067267435 +1.85358869723437,-0.130165784238847,1.16109121093131,1.95554194284068,0.196023462820279,-0.511131569303386,-0.036322699127723,-0.912603776298529,-0.976621430400814,-0.940951756421223,0.374875099093081,1.31115496679167,-1.64080699997253,0.853075195188135,-0.541028787428344,0.32681245891407,-0.209557930050961,1.37445352961558,0.971639735742994,-0.866078250530168,0.967591556000676 +-6.65057002300111,-0.0606927432236921,0.547091585058627,-0.415461959740415,-1.18345643595105,-0.833319778715378,-0.320816489816294,-1.3173917098351,-1.28338157855923,-2.17092326518861,-0.564233301435972,1.13187721843228,1.17617491313132,0.714310119178259,-1.02926275464121,0.118526341033988,0.188143602091584,0.565136255207804,-1.65009610420914,0.454281428557071,1.03902162734089 +-0.731645224958483,0.0342570864743178,-2.21712261491463,-0.613410909160679,-2.13667946563617,0.0153068090588092,0.206843236233671,0.589905827144139,0.469041781306164,0.209664744446781,-0.629480951684688,1.34758022012109,0.103218717854393,1.12639344769839,0.222698025123208,1.85135107030261,-1.04032216029592,-0.358059258069183,0.299248625894583,-1.27285374093179,1.28850503387446 +-2.44808504131366,0.988003880527621,1.04648672057513,-1.40470717104094,0.347159288364778,0.601322624364765,0.878504454396139,-0.142934634050013,1.28413377145761,-0.888080689241282,-0.496085953225472,-2.08838095647161,-1.15516511768753,-0.145445696262634,0.700042199312037,-1.26974515288444,0.0203575869929092,-0.360357958448792,0.634688196449952,0.523664517053393,-0.648145104348899 +5.32318744823297,2.19986576581185,2.76379750283156,-0.274690274779726,-0.511510125288569,-0.882557712063064,0.178009153621269,0.563474033514741,-0.768843850661296,0.00998709297819309,0.505819839761207,0.134789936809602,-0.49817690434036,-0.186226242615844,0.522060363850541,-0.212745220378947,1.13207320915903,0.998022856684212,-0.229693468447533,-0.178837631916316,1.05541007850628 +-4.1459983121651,0.590155711992993,0.35965264719703,-2.4262295114371,0.527772561663574,0.259671146057646,0.622440297568555,0.432917570073731,0.781538611079868,-0.717636877059977,0.15754733017005,0.333000214283879,-0.659513237946179,-0.171865161299377,-0.53605849455267,-2.20322217619937,-2.50684754464583,0.399677815928647,-0.882567265244588,-0.409379712085549,1.52185220603052 +-4.58588902563139,-0.452840296271494,-0.922712693515365,-0.983758207355046,-0.357081409835454,-0.172168000826942,-0.0831762525484536,0.29188634020708,-2.66148093577381,0.0779690596781674,0.262849628904334,0.752275944799797,1.59094800692059,0.736475422093741,-1.19926658568582,0.364662985066871,-0.185206900250801,-0.316442281607102,-0.0963626839334835,-0.00307051758409508,-0.816389951208467 +-1.33502186007111,0.128557477899905,0.405697592235546,-1.22901231271555,0.210848690711718,0.790573771003998,-0.4266688650469,-1.24170276287009,1.2573862481652,0.327917940678873,-0.0627348578178778,0.565294966487559,0.519210434148848,-0.209579722755681,1.07608233176073,-1.05087052748557,1.15831292594609,-0.588355774219715,0.601008145576548,-1.66877270574026,-1.08297331847981 +-0.223398076369026,0.274196928146408,0.667250034177031,-0.957447878188521,-1.69586000256927,-0.991185738234193,0.989431895505137,0.100134426548983,-0.66682533180179,1.55374130069487,-0.367999658616457,-0.761918944792711,-0.366894364358252,0.775403159399828,0.726136628979735,-0.296068114656685,0.320978827750564,-0.442309580789862,0.227486904758073,1.08559972528057,1.26486236094945 +-1.19465520133057,1.28507917207561,-0.350834556640113,0.616155858074886,1.11084296618273,0.746526719202882,-1.00379359252882,-0.389016652783902,-0.988802228275824,-0.731279278994918,-0.930666617588148,-0.0752517634590661,-0.82534472324696,-0.384068631559416,1.86581375471531,0.199554459849564,-1.28657727881287,-0.530502490985716,-0.99467606082085,0.979467549635148,0.811283081618366 +-2.18101454089769,-0.415750420764321,-0.193463073528145,-1.15940424708088,0.711021928691686,-1.58829304663708,-0.451462321190129,-0.263835289880912,-0.17984360464815,-0.474279405084456,0.648863212511739,0.0706028927300933,-1.29685765799146,-0.93753798956305,1.36239864236295,0.733402460855968,0.418733607741907,0.252800100451992,-0.49738539600175,1.44214270966746,-1.88304987830026 +6.65632588609057,0.377542777226381,-0.68298188262427,0.546354085683009,-0.290666968669372,0.552120274709444,0.00469508199470478,1.93565442211156,0.643872943208905,0.0934097455601217,-0.0119401340109287,0.303886627368843,1.03497186319044,-0.79044286053545,0.316769791794763,-0.174633510503204,2.47528997750775,1.26369314812637,0.261526310146393,0.391525969886736,-0.899040503108243 +-2.92747458571047,-0.554849998893696,-0.373235542622123,0.626236908304397,-1.78047460543396,-0.873286179716939,2.04258396540358,0.517611683329241,0.301513047103451,0.692381166968737,-0.823625709088798,1.08428223634964,-1.53731199113293,-0.183661984341775,0.395280623301887,-0.24756848383432,0.00271153434808668,1.40337032222425,-0.842674692590742,0.0405254321293974,-1.2703647729515 +-2.92994825692598,-0.140468532709933,0.0156241374530723,-0.634359823802608,0.812446642104934,0.297920676316156,-1.80884112981328,0.179368695715828,1.78798997739283,-0.483625002047595,-2.03855102139419,0.328148349581327,-1.28687539185783,0.619522135337201,0.19976819170656,-1.12824357449569,-0.779661498770104,0.737524435761204,-0.159691293731928,-0.692528940620826,-0.721852322631309 +0.937628775783321,0.489254070261376,-2.43257616917672,0.635042054696138,2.41748164705454,0.929474257571858,0.5610321865672,-0.360784517024458,0.931557012610513,-0.25549477124149,-1.08320911352767,-1.2672861883377,-0.690327901170418,-0.290493565930239,-0.921131818144449,0.774824191471272,0.0753764987328728,0.598112101852469,-0.947178180682485,1.46594108971363,-0.119072448639781 +-3.21641828064581,-1.86620488128352,-0.206417910272715,-0.313241559859261,-0.335583442487739,0.56480391592039,0.319869178534166,0.0605833976012004,-2.1991469780103,0.677131403983979,-0.040519767687458,0.963362235299443,-0.163747920958313,-0.478889630746332,-1.50205530976685,-0.0464454970184571,-0.268340553750943,2.02165558190522,-1.48689188432929,-0.113908027635015,1.37971301612742 +1.88276025857436,0.964667259891662,0.530648382173504,-0.440475963888072,-0.534043668604712,0.318847845222024,-0.220243155888661,0.0333075788881214,2.79117294006335,1.18494214995018,-0.232157368659182,-1.1799690028709,-0.692502262915758,0.0537748952523656,-0.793209024515027,2.47138176170871,-0.38135588748218,-0.358590809332246,-0.823439790063376,-0.182998687821625,-1.10474206109307 +4.67342274243686,-0.214677945511398,0.176409014399656,0.906974623608999,0.304014325776393,0.0621072472441722,0.869407165834223,0.315463408483602,-0.295221250274371,-0.37803471656728,0.0509722525090927,-1.22517914550223,1.25232013074931,0.0301918982884307,0.233772655334163,0.12284149082186,-0.719132262961424,1.02343792139922,0.829745923490998,0.0886315602284998,0.338873911646799 +3.19526634897788,-0.373597355487623,0.144398659856566,0.161509579929299,0.00346722793399217,-0.39532334047511,-1.1428129696792,0.724846423397178,-0.777261655122475,-1.0558190864733,1.79012162337375,0.916226629595416,-0.302411306248845,0.546594430429938,0.694975591647727,1.17541410470317,0.639283657872441,-0.183225003976926,0.30709895627623,-0.968526694722412,0.58686005863014 +-3.08709899366799,-1.35934237398346,-0.179450499464529,0.545804317906012,-1.58694584505716,-2.10284738638425,-1.33488624626784,1.32593629170091,0.719146520392988,0.223248460916658,-0.513400273811411,0.0082100644407531,-2.30145999238655,-0.218376150845528,0.969132939847688,1.44054855785012,1.28172806219053,0.0440545653170081,-2.18729856932411,-0.00683005584057115,2.9095825933984 +3.14585895308251,0.104941793341446,2.48349672883392,-0.843246453539391,1.41158999129504,0.248583008799675,-1.03335392648952,-0.168934464744192,0.637902622072952,2.12289658001133,-0.548123164991299,0.852013992065445,-0.558865905899487,-0.451391928592107,-0.0611813845772346,-1.27541563850228,-0.0390644322146248,-1.44140633707664,0.0727104655850927,0.17695518103162,0.639065119078973 +-2.36216076231593,0.91135767614452,1.03821455423582,-0.0749031759008798,-0.00545874102891644,-0.789885968912253,-0.935917283909019,-1.36279454731219,-1.58222197948946,-0.152759299882551,1.55662500948176,-0.233400866240612,-0.857930100006278,-0.070356468609833,0.600055840044271,-1.03255989668436,-0.883632731575899,0.370674641266542,0.397117688036126,0.411922989591019,0.486022700557006 +4.1703875499862,1.19777871339153,-0.139684702449903,-0.460856316987647,-0.291120078136543,-0.081712340888006,-0.25252764195256,1.09935561027671,-0.662103097753088,-0.236651365938775,0.892876117385394,-0.289338503518033,-0.223941429140487,1.2752441076369,0.0964978205052418,0.297699889372239,-1.30261875372568,1.18712733952499,-0.131875524080065,2.14104616768533,0.1810741113487 +-6.02730987253671,-1.69226621210578,-1.30720175352447,0.0733472571915009,0.525636680133699,-0.290173917047053,-0.30139674805275,-0.70258217138887,0.232421690226787,0.259777762313994,-1.23145901786349,0.512061123486042,-1.33620565649023,-0.13445046491298,-1.202312434471,-1.61355543152532,-0.345295527081133,-0.586991719563936,0.311965793364843,0.643278196131277,0.0389679528077652 +1.31166094517191,-0.234709339937644,0.19387373558479,-0.626479299017697,0.279705084527654,-0.838823904558903,-1.24852653671405,-1.966887589667,0.393185949047743,-0.27919727189377,-0.051506206233957,-0.778663772953376,0.152310742837435,0.444426354301947,1.15343438031109,1.19795076509399,-0.328148444587447,1.75726530649426,0.342890058819228,0.291965775131987,0.952813974425122 +3.58941310251462,-0.31298103326259,0.334606896882514,0.334873340073592,-1.91473863708473,2.93893964618484,1.90931056594648,1.40559502335171,0.681309385754397,0.585627440886466,-0.988348282644483,-0.727495114383215,0.534443902226596,-0.80349379627243,0.601785890158638,1.09779095296525,-0.941847327498406,-0.0141817608873463,-1.55409442637458,0.394914117438681,0.995108159570802 +1.34028819818246,0.475780085860081,-1.79843702941444,-1.02940382000782,-0.48371765696365,0.0602561705648504,-0.0185399412701165,0.562560895240812,0.654676280190152,-0.037526999167281,1.20527418814049,0.958630191592284,-0.624759533312135,-0.257719216559867,0.604823270867232,0.634733822490749,1.05171787253688,0.414926044005732,0.148197937045248,-0.495253994654315,0.583200716067044 +-2.51229654261771,1.25582529502383,-0.952257528049237,0.0446501403263349,0.862699120543868,0.540853612379593,-0.594821230477046,-0.95859388218191,-1.24095244573804,0.343741969342794,-0.839546301846337,0.239308193409865,0.559538023858798,-0.287454831223754,1.08834441332441,-2.36133010330538,-0.782060685891799,1.03331153253396,-0.814263432890916,1.56664644995845,-0.892030758788133 +-2.1882450592348,-0.704012998994348,0.987091019848213,-2.31568818556003,0.0682340683521735,-0.28872972436358,0.268299490867987,-0.945894914696417,-0.198651884339891,0.609466436373062,-0.992219054855546,0.49975318238585,1.98188243526179,0.266506115856166,-0.433248323860865,0.783792272184609,-1.40775587845186,-0.471772890827108,-0.603390773070379,0.235209131470905,0.878808338776046 +-0.98566996512157,0.61130421644471,-0.711789160562059,-0.78055104690943,-0.15003263381064,1.45448649940731,1.05025463448979,0.0166380766290263,0.685507330229372,-0.242115953373827,-0.6906524011981,-0.833393466194025,-1.19515976186741,0.0724540566831966,0.2969322004318,-1.21239773169381,-0.833374425711849,0.369600504697155,0.232414019798903,0.0143573993742686,0.146456615208582 +-6.93198167221737,-1.09269696817078,0.650624475869043,-0.115851242200779,-0.944610985018129,-0.397896752436547,-0.00430308505598303,0.687778998039039,-0.544998701216668,0.176714469686741,-1.00717751064938,1.31537128998008,-1.21930264255332,-1.44681124947492,1.39993943412037,-0.317039103383574,0.069659300687319,0.446764849911122,0.0692712455428712,-0.643371622570277,-2.16131722626848 +1.56023630449214,-0.807008651997487,1.53231898026484,0.105751879950747,-0.534548264381361,0.178169623286952,-0.192634980327007,-0.926602984400732,0.0140528702586467,-2.11965097218428,0.30072478723988,2.37077193401667,0.138621993017765,1.21359495189247,0.752309123339827,-1.46155323331901,-0.0962747693123594,-0.845637122564059,1.67042060658649,0.851630407618317,-0.850937617122768 +-5.98544109692735,1.50568780131846,-1.05849898727049,-0.681286282889057,-0.574195457743109,-0.308360030550978,0.526325758922133,-1.22963223411655,-1.87412092420288,-1.30951360895991,-0.569579219989689,1.75483613500846,-0.159780749498652,-0.899707645574245,-0.942334826041848,0.0342188687149309,-0.561575334792357,-0.464466491706429,-0.656094100178304,0.0907899287033915,0.402104042299255 +2.95293062469817,-0.314927457882777,-0.11557012946823,-0.536832212213144,0.32150632163558,0.158945626437488,-0.544031977884985,1.2887176684982,-1.68491270421945,-1.09639500960337,-0.14874911158117,1.48425384608423,-0.221179287349544,2.51054056023138,0.628295920750309,2.13746114452604,-0.313584819631284,-0.818100274134026,-0.685181513047131,1.11809894799229,0.712872147621191 +-1.18602132211957,-1.90377053180904,2.19437793664627,-0.101227605171193,0.322217830184363,2.2417886329233,-1.10198473849414,0.657997237470206,-1.12847727558577,0.654784347694836,-0.320223187611326,-0.631509928419854,0.0269855677552944,-0.316186968583097,-0.388812862259043,-0.191993502680483,-0.141399644511828,-0.161751762345925,0.721988376285806,-1.09621892279297,0.0984947101255422 +-7.04053933940075,-0.0755386888983497,0.0405109329448558,-1.14868145090809,-0.71380305679007,-0.935732590227766,0.00985031962058336,-0.326914749846266,-0.308479668063813,-2.44802584646276,0.194063227458789,-1.12640991111942,-1.8498419089748,-0.348599263612726,-0.779639358992955,0.121746851215921,1.34156176360479,0.103304318205201,1.57490988795615,-0.836158087845328,0.951063145702979 +0.93375290937868,0.255982362327176,-1.87203474769599,1.10462229862602,1.75100885824156,0.0985986687800702,-1.25330520881358,-0.439366039370803,-0.81003958097519,0.726210189293418,0.108801095848368,-0.210306058242098,1.61953619671538,0.907347054581696,0.263846671470195,-0.598541235836695,-0.445827983858546,-1.1800242329035,-0.335508327466976,-0.0990997269410824,-0.281116711311694 +1.82635013249362,-1.33486179631915,-0.194904351786744,1.27530995388703,2.30269383454136,0.550507346941989,-1.12520550033132,1.71247094677754,0.118054658820155,2.21845454489417,0.720929679373535,0.930503101855488,0.0465970151297913,-0.964696341265957,-0.0477348932718397,-0.190047369786656,-0.137070163113884,0.73116524612118,-1.72701417577556,-1.59491799385809,-0.399087497736632 +3.4774622362507,2.2737436373971,0.0317433183960856,2.07707487588656,0.153733962625682,0.929733044949968,1.41751421600544,0.118100995889001,0.226621536411915,-0.967844343056394,-0.0649314399456758,0.192882304681112,0.255636592655431,0.417277651791189,-0.426149115863107,-0.274930712419902,0.599525841813345,-1.11753671254569,-2.53628062323978,1.71291241960122,-0.869708266858966 +1.00577666489539,0.145876421988326,-1.65137480485127,0.545609708986409,-1.41314634901409,-0.387027614191313,-0.459914334720217,-1.134315574598,0.389857305400641,-0.480366097414736,-0.160853026708352,1.28781172314518,1.40257103123239,2.26242117960936,0.250497981368751,-0.96185049485121,-0.574654568458486,0.312394069136613,0.0270621415128808,1.36941504371681,0.636846108831864 +-2.15075345392418,-0.433779648421956,0.834603031521546,0.0304278918875071,1.07368206366966,-0.55253997962485,-0.473747911872171,-0.492662220651099,-0.206747134703624,-0.526912681963447,-0.0643848335636889,0.262637625838832,-1.83160854333785,-0.641711401018922,-1.29497525619554,-0.79343181469401,-2.84946663940681,0.88031043947023,-0.0205784151230286,2.14445503152979,1.31885317284276 +-0.818180168134089,-1.08972915419889,1.94975292605636,-0.831934166697835,0.0576976674233566,0.107108476078683,1.07686438356154,-0.202739947934607,-0.181849540186054,1.07801498808351,-0.671296973352225,0.533974453147861,-1.2779582147943,-1.3198248924,-1.0563722625536,0.490642538773622,-0.767831013470568,1.12168198620723,0.531644106668497,-0.198694892138522,0.319305079078247 +-0.417688167845934,-0.884692343726401,-0.842991470196091,-1.78761628578888,-0.391489508308044,-0.0691182345899845,1.31488541628392,1.14014572320428,-0.107562632524294,0.136114150493943,0.721959703049098,0.0254192747179472,-0.607622995260302,-0.305463979477366,-0.944720273109849,-0.615228118305358,0.751178978513246,-0.741379641662957,1.66499765900935,-0.333994775259439,2.446694525011 +-1.79890499250993,0.859840214737585,-0.022521158457055,0.438900614216613,1.85020908115655,0.10148392867304,-1.39795403069666,-0.712062068597293,-2.37656235220666,1.04308328154538,-0.153260457842931,-1.15465368629954,-0.341318021284896,-0.0273638245111322,-1.1690660349774,-0.802788167468002,-0.319635806659924,-0.511317064860223,0.0884633164262962,1.6279873253614,0.125667412174625 +-3.55935845652114,-0.387416701111246,-0.730852925052517,-0.957929204299099,1.5454288951019,-0.654817741945416,-0.437261942884381,-0.430349893455154,-0.430218828564448,-0.915721729429318,1.31717879074698,1.63658279705513,0.935223507805935,0.111289030937475,-1.79726577669913,-1.45339420638453,-2.26888366390867,-1.53551814033417,0.888508955206586,0.250209141259553,1.62269907880697 +3.3229701797415,1.69016764308195,-0.0473744109005052,-0.354894974816085,0.954020416303871,0.781275682424911,0.779347286702593,0.512245755375334,0.179149648593073,0.991003807250092,0.446619676811265,-0.573582227467433,2.34404550864896,-1.22482574261821,0.265598446309558,-0.29054497176199,-0.74357422383359,0.454472418717146,-1.63104829595465,-0.399728094685722,-0.823765651287934 +6.18476644867306,-1.26559377598625,1.3131472072515,-0.690316785839352,-1.34383687812112,1.94566130272706,-1.25496591865512,1.43815774074455,1.00766685827154,-0.135659938670298,-0.573144185077544,0.224254976237642,1.45231706659335,2.54364829454413,0.465280095230829,-0.35668806809748,-0.116290303964915,-0.156114244979876,-0.57560147609852,-0.235555299591805,0.999844909401943 +-2.40161386959447,-0.147524039106925,-0.0530499216856843,0.377953241284704,0.188385771466062,-1.04774200717449,-3.01889345209358,-0.86980756521398,1.10720475105634,-0.624381749582052,0.429693551489983,0.732110478778069,0.669845178861017,-0.0741376151686329,-1.75531096920167,-0.54600634202504,-0.678732205700033,0.305995957144621,0.239878638588569,-0.571743125867548,1.96101368615948 +-2.85447265583525,-1.65856243574295,1.48864531430587,-0.711736496474812,-0.27534300443838,-1.21769523180921,-0.0674574986378938,0.745789872392518,-0.517896988107099,0.892581008377437,-1.21904169223932,-0.368078186957227,-2.42074684647566,0.518661772412168,-1.78772092546872,1.48821334122031,-0.89614925208525,0.97185189686223,0.413157678085631,-0.626894437132018,0.356666056772159 +-5.82068098670138,-0.3344020470276,0.34835835216985,-0.222599469174775,-0.664559416403787,0.753484861447292,-1.0298439267621,0.0351301424002821,-0.0823598455687958,-0.350947215375966,-0.714216593037708,-0.849207252403137,0.239276481734305,-0.192439489839628,0.529434637839785,0.213746699013406,-0.249858829845199,-0.677144401980146,-0.817572854539096,-1.10857148599336,0.151582714413836 +-2.3619394920743,1.31316185379189,0.105395886932783,-1.27013809953489,1.26596832940672,1.08431560148008,0.571285572886982,-0.693413260738187,-0.979087061052912,-0.310736406004427,-0.206886088223239,-0.163080374834834,-0.648441921910052,2.0491994390383,0.309159595480358,-1.42674903798248,-1.03636947379999,0.0338072146858464,-0.510632633001103,0.817660982448315,-2.00614274182103 +-7.23180347846868,-0.247748708865279,0.451428160365308,0.631894420279922,0.198582972709027,-1.64577393827797,-0.902840766853539,0.564791017338187,0.515576356042445,1.35607696764605,1.36162731147287,0.262456689937981,-2.04694400692107,-1.408485387044,-0.4617497677745,-1.47219905682899,-0.291685156897314,-0.0944421998429962,-0.291463808293877,-2.0098085263776,0.268469595243719 +-9.08376028992058,0.871146609531473,0.358878756013178,-0.871318616633109,-0.539196220360137,-1.11624500519894,0.547892434630741,-1.1197830879869,0.0359040530167171,-0.298982637710817,0.378071177057776,-1.13854503687734,-0.278995591605126,-0.642709344512047,0.193061889374162,0.409735981435862,0.699888387193521,-3.6045869286277,-0.678636747144096,-0.677931640658258,-1.97061509306138 +0.326445792922876,0.938006433442794,0.793520121521728,-0.331972282388102,0.349945042791162,0.00500260386474975,0.759811929157386,-0.113596237864392,0.733636736789669,-1.51729205910221,-0.868999449513109,-0.810452570291582,0.645687584707646,1.36156188950904,1.45651111400169,-0.12688683648555,0.186379030252856,0.375306459604261,-2.27431347193098,-1.23058227781852,-0.681996707193997 +6.96947744514753,0.48720693211324,0.298774107788274,-0.426002100549833,0.25277223917215,2.68573487514606,0.556330833247403,0.127962315273484,-0.469570956105225,0.456232139403041,1.23942227733535,-0.0441753169019321,0.806883510752439,0.536403786051083,0.289520858265116,-0.505038342124573,-2.45875105040017,2.80272788604287,0.82838531568735,1.59356771852672,-1.99616557380663 +6.08450378088608,-0.38738145859323,-0.270224150299299,0.819843059575755,-0.173419017424682,1.09535744160875,1.09467280464008,-0.743161063078184,-0.0741546734309358,0.239213006010815,-1.31523339312636,0.876665767514654,0.304444455067639,0.324348920973893,2.11514393172687,-0.863917134616008,1.25128926763776,1.21992953245966,1.64412872345066,-0.392327531126769,-1.12644009063883 +6.73157824792349,0.39753274404956,0.251110597470882,1.35020486156156,0.853808916806304,-0.584554287647211,-0.379019426711153,0.163746589167242,0.985090315861799,0.425219348993655,0.186007105229045,0.545774617846078,0.0902942671274849,-1.14840741180714,-0.303157388646219,-0.351858939388588,0.257497020356149,-0.691686288076249,0.960336446658939,0.572735434871124,1.21574770197443 +5.31416339358172,1.01821040698917,1.33831826066881,-0.554995864210989,2.84849317943004,1.25580475673181,-0.220216383867216,-0.156490402109585,0.181137459286847,-1.87439486257996,-0.832313971454563,0.328337387991672,0.231614536887768,1.17236859935275,1.70266496904256,-0.928692384094391,-0.445001596069403,1.2299292623181,0.24459282421413,-0.00506851485192231,-1.05667225315273 +9.70526837343554,-0.280217771565802,0.65369081290497,0.66502247200548,-0.196433240745492,0.486239291451933,-0.570596355152524,2.06669114743769,1.13257021295644,-0.095468202246217,0.416942679959934,-0.222827661877341,-3.03276189998498,1.59192768230454,1.04893917141309,0.339928072615675,1.67770989897928,-0.543301296537394,1.99267776532651,0.473094921942372,0.869396317360254 +-1.08349267723188,0.228251518793055,-0.482159631735648,-0.0326301544034581,1.19820038338307,0.341771227574228,-0.062291099650069,1.44921752567932,-0.175495666881644,-0.909750818589634,-0.534521540337573,-0.662530516409291,-0.665327924882672,-1.43794297807217,0.332291227774839,-1.09993655549604,0.0358500400698404,1.27780194266637,-0.303175380076823,-0.615713581713146,1.11985228582501 +0.715010356328781,-1.58454137684545,1.36232617408788,2.37606564856625,0.151296163497248,0.393651219793974,0.212548953681704,-0.758648569691144,0.126060135313638,-0.374621188991833,-0.895299450112557,3.41414974850438,-0.152117517980587,0.516055693720203,-0.854791631883869,-1.95030411423354,-0.92319720369278,-0.400146997790954,-1.69837863363873,0.710845132417273,0.0113607920896601 +-2.87240673613185,0.123767625951061,-2.23745263880472,-1.66955962794988,1.40103379427303,0.849217139268374,0.945403859581965,1.92633478035046,-0.634998074237832,0.777796282101468,-1.17352453703504,-0.944065156912639,0.808867654931737,0.886202913869304,1.16698677250492,-0.855398883575763,-1.42377324441074,-0.903671580352814,-1.22078187643445,-0.77135775633334,0.713095025854419 +0.332869797600831,0.0311986115452478,-0.583069660936023,2.57597037542271,0.925655776653796,-0.745557046811294,-0.534926747247239,0.994954877266718,-0.492540778292726,-2.51997986018067,-0.37737472278791,-1.62288432160711,0.153380767199997,0.502888065622889,-1.09541849345292,0.982284162283008,1.90690308879046,1.67377677747765,-1.17477636926402,0.120355483242398,-0.707233962220784 +1.4398140260931,1.67610831896582,1.6968150416894,-0.461025664640995,-0.730890224835997,-1.64158185912214,-1.31314381811545,-0.785693468638222,-1.11234179152624,3.174742019371,2.01322993466107,0.254423134470804,-0.0723281843735844,0.0461664713984245,0.495951690505719,0.189611617841249,-0.173656983028172,-1.38671279158127,-1.10234025891655,0.786458820416028,0.878415487777124 +-0.865527756793295,-0.0860577361371599,0.514010367527633,0.0128157379281517,0.363493800816383,-0.0374601121913449,1.06419205198207,-1.29430755107469,-1.73436749493368,-0.154287656084886,0.755351581576252,-1.21897582521975,1.05203079270331,0.581977880893874,0.568331183875776,0.465458546166222,-1.01303462179903,-0.14498077112615,1.4798317521175,1.14355809398711,-2.06139867716408 +-5.75113805108085,1.04701568634141,-0.968327179581577,-0.291357564934521,-0.103512799574834,2.14245768893064,-0.81706903388749,-0.925428824898352,1.28179986006183,-1.35391328345116,-1.20122454450163,1.76446071030827,0.72368212266734,-1.77328710611211,-1.19908273271881,-1.54126730351757,0.667439043351935,-0.342457831323043,-0.556483834784834,-0.325426294237836,-1.03119724896635 +-2.8016618001209,0.386263973461572,1.95867974583969,2.05318463489892,-0.860568586948359,0.0991930448240801,-0.223483456830818,-0.542082329231586,-0.546041319957043,-0.40061672641825,0.580548126170494,-0.272093040985368,-0.991608183880695,-1.04771348757117,-1.24212778903016,0.960161848930309,0.171679822405177,-1.70545772137781,-0.7572755238303,-0.299428595292228,0.0347544384148609 +2.63507692104173,1.3930845137859,-0.223102940315682,0.914353476095056,-0.0708663095335254,1.34200899659906,0.123570229699983,-0.391358829876279,-0.211831379493263,-0.128268926947489,-1.40641170033411,1.09675811477334,0.294954835138793,1.05733746052212,0.651089282942203,-0.34709694546559,-1.07197950365853,0.232494339127314,-1.04449717155146,-0.113423108495233,0.470014291442421 +-0.402210295041391,0.284709664441209,0.244801947670839,1.27188407846921,-0.518342469933521,0.00863934688562957,0.753499689079667,0.255870258592959,-1.22844402723855,0.335935960003723,0.849642727730669,-0.64829027950774,1.19236468646885,1.16115118261891,-0.442475492449582,0.34643362298085,-0.612473116569671,-1.88408813211982,-2.04130672451972,0.687364395451218,-1.24304853988737 +-4.72952053248526,-0.911977235847003,-1.11520439145013,-0.851334376243561,-1.11918780719634,-1.09430986066434,1.21112599480421,-0.262447792762401,-1.20320966258471,0.358671139454934,0.510348555982605,-0.115962284386218,-0.304719365176592,0.639623440682567,1.06948060643556,-0.107278346927096,0.146422202587589,-1.23553076574762,-1.12740614166522,-0.550280435793391,0.152913049441036 +5.9427937736866,-0.521210622490112,1.17477657496112,0.806866552740857,0.141915599323906,-0.305014445506332,0.404132528161433,0.00603201369795154,0.110101266665741,-0.0152001180683977,0.773775892569946,0.347791240913465,0.0858837456791559,-2.68933727472798,0.173084737885392,2.04291131131244,-0.842161406933473,0.40136427965227,0.259351314528063,2.0676005659171,1.73459496280714 +-6.69414610777591,-0.612784512603512,-0.426981398954043,-0.329720886499754,0.361960736298524,0.459986447747168,-0.23942495215879,-1.57570879924864,1.17597464801417,-1.51152550096309,-0.880499173883783,-1.5519009613922,-0.0474047494734081,-1.03318272290712,-0.0802583688174723,-0.505126719763838,0.396177081463636,0.649489028290029,-0.139650981975278,0.632300818885294,-0.97976201508321 +-2.24984769118138,1.55795372586542,1.298037814001,-0.567602334566023,-0.955421651905333,-0.92521290214866,-1.37363928884363,0.455632352707354,-0.485632228017882,-1.00992329527647,0.546871825541981,1.88564490998152,0.785948452305747,0.406365145056295,-0.336966805289596,0.96250064477506,-0.0750896063976374,-1.98839900736376,-1.74987515020771,-0.946375881260305,0.0374454181257835 +-5.91925549313792,-0.7292970086591,-1.42767598841154,0.483735007965546,1.44997497640641,0.180596498683724,-0.406582541896818,-0.183701299734369,-0.29107203483259,0.438236456658574,-0.166715711891102,-0.874500820193188,-0.479424459633858,-0.687607096705536,0.223816953279915,0.990007674586549,-1.32161251943159,-0.853102977943654,0.770387064074965,-1.40342962193717,-1.61276928668767 +-1.99759720767905,-1.50395087846394,0.242787180633867,-2.2638668298966,0.258453751250589,0.776881214229055,-0.77505588105856,0.968049967937449,-0.773040900798331,0.894267276038669,0.418065843262199,-0.190368376601831,0.445536156708486,0.117961594571556,-1.8751196937545,0.931257926070626,0.535954471919787,0.21313381135848,-1.17064900443673,-0.623913978793745,0.714648147563722 +-5.43435298608,-0.566786996187811,-0.210700619159204,-1.37738229528973,1.18370323593152,-0.521869784291703,0.0928284338702134,-0.862760768192108,0.506939291190931,-0.107914460071647,-1.47053940075113,-0.734517885796733,-1.54772835873347,-0.188663083902396,1.29482910173121,-1.66378894185113,0.278389293106094,0.421461879818427,0.90079055647313,-0.403250143633212,-0.251620055058209 +-6.7825950378476,-2.10445362229789,0.080138603803122,0.813565608542345,-0.657519418382413,-0.190777036308974,-0.686584387566186,0.573690496244252,0.927844161459088,0.408211434168477,0.258437699861778,0.136004365139668,0.160831012170581,0.917752451755351,-1.71603777087586,0.319816217815994,-1.50153235256323,-1.3579294270869,0.0464445388375926,0.102887232491495,-2.46461248264274 +4.93571688623391,0.53073192791253,1.54608492158309,-0.878216905358851,-0.9123212975715,0.535406896877907,-0.0700417208120554,-0.449211944180205,-0.0860535443457234,-0.372563231397032,0.147080624610945,1.07371862203427,-0.235827573501729,0.637929692404183,0.924599109769743,-0.512130566929034,1.32746506565066,-0.219839367936528,1.64422772889716,1.06203017617465,0.325487772519763 +-9.17698105923403,1.61768413503803,-0.21585880999626,0.903326065852732,-1.71876648706255,-0.292320714352138,-0.922146563647137,1.39993057448615,-1.43214214439873,-0.906538898354325,-1.84541424908568,-2.72858513396323,-0.754789642113787,-0.0684926435593887,0.0627567901878894,-0.763489037726419,-0.691742287367116,-0.23524664965353,-0.25711894510141,-0.681940797567021,-0.0322311535593981 +-2.18391208320002,1.18453185727185,-0.770960445727512,-0.331884799508985,1.37084311661996,0.0991544154816382,0.742624313904554,-0.243178718493756,-1.50645103099623,0.867374795279793,-0.633434385935265,-0.560565880743646,-0.522344213672003,-1.1205139479459,0.646380671798982,-2.86567342632552,-0.305161080193154,1.51067766821154,2.1857965295131,-0.441613568671266,-0.328802174333937 +4.60120046152633,1.87633336681814,-0.979760866698032,1.80235886491617,-0.741995055869646,1.60271689528677,-0.302507832587012,-0.195919298302281,0.0869679147101981,-0.695597136092169,-0.434280414419826,-0.517059956628809,-0.752610836991764,-1.24221391797728,0.0535577126840825,-0.109462335866608,1.55883752465256,2.31629057030797,-0.46159257565907,0.0289529137973038,0.52149293021157 +-5.6602874546004,-0.455775876078619,0.268276775439651,-0.372032367475081,-0.713187250678791,0.0561541164828538,0.462542697791947,-0.19647920997299,0.207076419386122,-0.989108269865033,-0.534114658126922,-0.171522918278165,-1.37190290904663,1.70508067958285,0.818900896983181,-0.269085514519231,-0.0658162841649506,-1.00571129070165,0.555771074793557,-1.95117750498761,-0.833770881879311 +0.151324379072539,0.669232680971154,0.418122573338708,-0.0954981655967972,-1.68305844076035,1.04271707074227,1.05143771324916,-1.96483795864349,-0.388011956569601,1.25167072617755,1.60410230387182,-1.05280498810213,-0.713660732863916,-0.968998500779373,0.404434515600685,1.53775132653245,0.758895810331741,0.0825527612387381,-0.529647505889605,0.589803461888906,-1.92829569208387 +0.560429667508281,-1.28300743322771,-0.799512963661639,0.0134756210869947,0.387034054758088,0.675032069253507,-0.110047910966877,-0.154553333906183,-0.0733125701639008,0.240016070962783,0.66493079327898,-0.632259202287473,-0.445000938182437,-0.635336676473184,1.26045706087929,0.93839435459125,0.54766210237039,-1.47273865764332,1.22490689114953,0.15761208160752,0.250879330968985 +0.116087488118629,-0.396700097918854,-0.0925412505516633,-0.0909783852933455,-0.325701981976164,1.02169418333105,0.365415349611664,1.04903241616854,-0.470604055092775,0.371401493790457,0.807056264804197,-1.1347653954653,0.468972340063821,0.692151401876077,1.0390162080507,-0.0701429856792256,0.664443168495072,0.508850906131841,-2.69945280006381,1.24993862586263,-3.36720060043789 +3.78622247131263,-0.118553051278211,0.365939490990015,-0.936971161729072,-0.642315341819896,1.6806395772508,0.72722494409997,0.622737058468334,-0.944687023843109,-2.53619477941456,-0.875846928727372,0.0380382870027676,-0.307681091307658,0.900813559162858,2.32214136910564,0.744559473200188,-1.01469485472206,3.1770311992823,-0.313818806703936,-0.00101141752167805,1.04831068470971 +-7.91372116018492,-0.957215096573776,-0.961061016995383,0.617411610381173,0.196208580104435,0.646986467178617,-0.611661877260649,-0.938506980848659,-1.25223317031159,0.48645926166558,-1.08023846038473,-0.0512598887688998,0.685823435034412,-1.1873422009921,-0.0637591728485004,-0.911936585361781,-0.889506585753316,0.732347616176706,0.0747484454563025,-1.80764913335923,0.308906111973041 +-4.84503365433563,0.418637737936863,-1.13646515507021,0.56293324878813,-0.548493576705459,-1.3992769065649,-1.00068721579358,-0.271946066278872,0.117361935855584,0.042233523136955,-0.782736606306365,-0.0970605545910991,-2.68792911855236,-0.077975695747949,0.475660533064608,0.0193668598243631,-0.9909029030078,1.21142095936345,0.954129801341099,-0.571469954430814,0.580436764661273 +5.21160427038667,-0.107179673091409,-1.55047121714841,1.13924793954629,0.959352090316396,1.66129956188724,-1.29967857423618,0.148150492776709,1.17983416166257,-0.206496601445751,0.40233562591301,0.762517949126379,0.813395812864588,-0.607425299863489,-0.234416508835863,0.903786131463966,-0.0930741829302877,-0.460401027225272,-0.443899855600277,0.589639431581586,2.47696051297861 +-4.59101122266157,-0.298918554746532,1.13427965306418,-0.31977128733227,0.328836378987034,-0.981580346844541,-0.602470566291325,-1.53569256261431,0.864796711591835,1.26847123170101,-0.713790058814746,1.11227074835647,0.166514551459097,2.45677007395073,-0.47314463234004,-1.12376081454034,-1.60162287805476,-1.19933728176648,-0.742246038277122,-0.842959327695075,-1.29085433606918 +1.27871156978506,0.309770554875277,1.64246989795711,0.366414734799458,0.460225728062573,-2.64386313661326,-1.39480391778601,1.65685534580729,-0.829060932106555,-1.40860727681535,0.305244569354328,-0.00232714041086145,0.0555336083524033,2.28620653147644,-0.723341149002986,0.667978463534605,0.0076629281524677,-0.321704064107056,-0.072698491848684,-0.427675376775943,-0.216472427680838 +-4.92190629698721,0.254681415413411,-0.0507186060334669,-0.0357083070697868,0.970256902168592,-2.33539783149371,-0.90896141751682,0.991266014489256,-1.5891254850895,0.506304280662209,-0.842033842243488,-1.00320023506166,0.239720712191598,-1.92706937447034,-0.0906837241342702,-1.39937525653883,0.139006942720285,0.779001521151731,-0.203927158489447,0.463968255716814,0.835786818800088 +3.94289344566596,0.17646838198949,-0.985130288236777,0.162768262892583,-0.968078813224301,0.891280920413588,-0.449870343681563,-0.753243391143426,-0.549075432337948,0.011344241650443,1.75477941782455,0.231271656213114,1.30278425110184,-0.397605886773607,0.0778064132686813,0.00390603470258593,0.135437968325104,0.292954139315286,0.958395707934303,0.544137899020445,0.269736109188202 +7.93913034853894,-1.07468219623078,-1.0430979318798,2.77606270222216,0.0366107544695704,0.850001664017319,0.199252344357403,0.0303500444508709,0.403295670869783,1.27414582736149,-0.856260031036629,0.591927998781212,-0.291474600416704,-0.316208099098723,-1.63204738750994,1.49556047240831,1.77114130333153,1.74675878005178,-0.0313664827439079,-0.346118696076951,1.3187613801574 +2.2731825953388,0.104354436034201,0.241083109809096,0.78351341898311,1.22634597688683,-0.400858103602363,0.431907144762003,-0.64671953150978,-0.320745833731119,0.884895324917948,0.643315366362712,0.272517328935561,0.156014638099595,-0.987640343400994,-0.861787108818419,-0.612128677262694,0.624071288123006,0.105265944113112,1.31139898601832,-1.66685000142211,1.95274072064733 +2.80032744591425,-1.21219976858165,1.52298529728673,0.479437215663991,-0.1161485665276,1.13474600518614,1.05150784650725,0.607644648219214,0.18346710973029,-1.13156633081351,-1.55024752226954,0.166546192326639,0.0307123268181197,-0.916694037309268,1.45233535507824,1.84273870276671,0.858379475071778,-0.0240228082043637,0.676797209945304,-0.319202683050445,-1.85434513837964 +-7.13351970759799,0.431488652195937,-1.11077294736578,-1.75693137654597,-0.39221182052567,-1.18411323078065,2.4606029039887,-0.940259620613954,-0.354306758488813,-0.135501775053772,-1.04076655128191,1.39534265965229,-2.99943402675376,-0.0123410994632757,-0.285784110711436,0.08186583153139,-1.28147890327625,0.377458554225709,0.798179044233297,0.639733619754502,-1.79287020626811 +-5.05050525162776,-2.21306893008935,0.175712927588974,-1.0112672451135,0.802409468424812,1.45689620866709,-1.64450757291584,-2.45272713867922,0.405216690444813,0.608031593735751,-0.478593002328495,0.325597778759753,1.04994446371229,0.210406003716388,0.521422782252062,1.21083112688978,-1.32927766057468,0.21609746296234,-0.0131306663949816,-0.65671705127893,-0.871618755079181 +12.016645055915,2.73697025232025,0.392610124293341,1.14671180216896,1.00846311474811,0.356641974980554,0.257073236399178,1.48488307177083,0.127927705770624,-0.542483275976166,0.53154174484545,0.945239713045278,1.94299026261943,-0.00996656693569072,0.300342855689169,-0.993798942936076,0.687059833114566,0.869559360790099,1.54153479833739,-0.0739793047523643,0.30717891885657 +9.09122706528118,0.264909543602995,2.19120279583582,0.849713993339966,0.687784215444888,-0.919528861431855,1.32034145840959,-0.243741990813674,0.89359501410226,0.87115271083056,1.02600016095718,-0.119493476359319,0.193260978857809,1.01869097426605,-0.345778092082165,0.640331728671643,1.20171371433141,0.269074897201509,0.572318683230355,0.178314926842558,-0.913824066477045 +-1.65411785383433,-1.51904140905982,-0.218179781281054,-0.821730981510647,0.407330303990378,-1.08003545752108,-1.16659663894566,1.13332047028687,0.00793379096001892,-0.697572914506549,-2.01989606093587,1.42169165870016,-0.558384796851164,1.52363886102818,-0.147581088707344,-0.789905729243301,2.18780457614904,0.304997197265058,-0.138916996872936,-0.853374321081932,0.660820939821372 +4.19574721541052,-0.00504189932220751,1.75940906047129,-0.319984040767636,-0.0192046708387038,-0.893926711078796,0.864998679549268,-0.398913101924334,1.46019503384219,-0.225511574338654,1.20129502647702,1.15555595078465,1.24670003674232,0.331946978062902,-0.772505713707107,0.681480235907243,-1.45335683990398,1.92254918473071,-1.13481264880114,-0.661576185474596,-0.754335364600693 +-0.20868080840193,-2.44129914846835,0.221465847042549,0.250696007773944,0.013301039238472,0.221639902687862,2.23001452164248,0.452884087901882,-0.521567468020074,-1.22890012846601,0.607626587522415,-0.0408396325424067,1.33557451739839,-0.446285564588116,1.22454920160546,0.810723888296699,1.1348728131678,-1.31182826283101,-1.91349314156804,-1.35249752671131,-0.520754655602724 +1.77983443997352,0.298880900053751,0.660993024925023,0.416992776469621,1.32779964706551,1.79934055105756,0.471574052993391,-0.0312341930207331,-0.339892003490596,-0.411996918054593,0.765469738546543,-1.29783448051322,0.66543511933439,-0.556355465555079,-0.793332476830529,-1.14015127245236,-0.451993210209132,-0.0499930703196632,-0.138118126249573,1.33240800053007,-1.37388020628776 +6.46022673814937,-2.26543914064524,0.741069735716671,-0.462144567130388,-1.37896084924066,1.28678031887522,0.326139580830877,-0.994405614188014,2.66050146966248,1.89065589274653,-0.933233455439074,1.27092979810518,1.46529299709416,-0.895216942561007,-1.67484560258801,-0.146377255771464,2.10925974070911,-1.24140352642088,1.68456997254664,1.72463324571711,0.737006664508862 +-1.75906540209253,-0.420676044217947,0.7644337732779,-0.545378213493444,-0.443132377382314,-0.679190473842083,-0.889057738355654,0.406077970212445,-1.44229082430624,-0.64845211304687,1.12481990731995,-1.14998836224185,-0.83470021346663,1.06599641597209,-1.5774770937401,1.2943736834137,-0.540088773537896,1.34281132649294,0.150859637396436,1.80053968690216,0.197918066518932 +-0.61621692734144,-0.122025788607322,0.818841409663539,1.76998490143657,-0.738853348791666,0.817426359392867,0.0221517986716822,1.46739440037413,0.661819746263809,0.463498641340694,-0.889009838723521,-1.12574413825918,0.0328833438047601,-0.358152144563609,-1.78796149445358,0.707278974264281,-0.968300025128682,-1.26541976802113,1.3208652867828,-1.22541183767433,-0.399011937265739 +-0.396340062566008,-0.379204167625732,-1.18322983161265,-0.491522441890109,1.22759876496895,0.598188818159945,-0.99378597980728,0.352438442189317,0.38631797833312,-0.917900110535228,-0.774131468717348,0.633739375379456,0.913806884981266,-0.163212507674354,-0.373073561636049,1.12364024781439,-1.03367773767299,-0.229475660435617,1.43046634553268,-1.08098421269879,0.475188858090942 +-1.46549927444754,-0.83948486084743,-1.86431774178756,-0.500323505290037,-0.510074288641739,-1.00979840391481,2.36553322748782,0.818995372579201,-0.446261574595224,-0.323752123253363,-0.745042461465179,-0.18021536231397,0.124556849190972,1.40250095614902,0.860513921149628,0.378298601192544,1.28536140125862,-0.273870928247253,-0.116442641403079,1.40351424218966,-1.39767203815062 +2.32524372148539,0.681905231996392,0.457185463829057,-0.696396837091156,1.33166500032858,0.549173278633614,0.540013069123887,-0.756176248014102,-0.170634633646507,-0.354972594069395,-1.14313599620029,2.161585938103,0.272955743626819,-0.317578119660709,-1.32774458649009,0.23756352642363,0.36970678657425,-0.0810957485645963,0.86958697940118,-1.12114867854087,0.312354057157946 +4.36719363882846,0.821397980832508,-2.13460115793501,0.245565869415178,1.0082584828036,-0.130999682286185,0.0342632526673788,-0.355883384673044,-0.859774483846317,0.998523049798555,0.939125587963794,1.43611021828716,-0.0540780467574103,-0.322316894052789,0.781470515300015,0.935198525535691,0.446983844065044,0.29295416068026,-0.0435796599538051,-1.29567461922996,1.43670441803781 +-5.07543375828156,-1.62036429534797,-1.22014929050007,-1.77311885230467,-0.622883129018973,-1.02591921729892,0.51922823936043,2.95422244008655,0.366048678492638,-0.5132128409746,-0.532247375757589,0.0167004112218535,-1.57188098670844,0.570716653482571,0.760047612128927,-0.451500153353309,0.0897696296020506,-1.47188672525837,0.222004458402173,-0.174956331163338,0.523569268983061 +-0.283154131010799,-0.0907931620268885,-2.15391389715772,0.429853698782447,2.36273053460917,0.34207538192714,1.91715842232413,0.542864646899449,-2.1928606270756,-0.799759044802379,1.8870043030951,-0.500192279575764,-1.95080659286489,0.454934056632201,-0.864612713399747,-0.898405629502275,-1.2244675764162,-0.798871274343562,1.33420141324917,-0.597762096215115,1.3453815798203 +-2.76507006589982,-1.15439956844008,-1.30470838648614,-1.64251634494887,0.618469094163252,-2.20149350137951,0.559529989206187,1.73490872941521,-0.138566589902249,1.55051890227372,0.470923695067535,0.0013063278888551,1.04202581249957,-0.650859947616172,2.88462573088002,-1.27644282637429,-1.30489181108845,-0.832884269856766,-0.967282919531437,0.225167092764283,-0.901918470541528 +-5.55740749037977,-0.733216570745551,0.275864207540613,-0.979135810669325,0.666288589149373,0.252507208025639,-0.643227223106623,0.867013733780582,0.893660606070215,-0.516860404950634,0.562749699574995,-3.28269411507668,-0.0741938585181291,0.485232083296255,0.382247673606522,-1.83967098014379,-2.31196954506836,0.160657446907747,-0.474767907028116,-1.05378258289136,0.820736459129463 +-1.88476576110038,0.866238822578196,0.786066855341211,-2.44709000079289,0.345515249012328,0.391223544771113,-0.041120316659828,-0.994952581665083,0.594474937117349,-0.42473061612995,0.355547503743543,0.247389075260712,1.30185282784212,1.69382000190937,0.400158742183665,-0.116948169800858,-1.75408522553513,-0.08992105427203,-0.748436952373257,-1.98051834942188,0.825789077996383 +1.102322056411,-1.63544664695086,-0.485989312959858,-0.666498785821,-0.0181817205597927,-0.113334990067379,-0.34735750425864,0.178571406211704,-0.905958628093107,1.4969611362345,0.705423981631012,-1.9039065809792,1.78757011895559,0.0131819800332152,2.13207534649053,-1.17160491818354,1.66677649447181,0.146109033711193,0.584443257016688,0.468106640355621,0.386616381901703 +3.1197987810373,0.627568350122273,1.5144506631792,-0.523371949461758,-0.454021096354403,0.350903485719621,0.396614568213601,0.868404616781916,-0.0978139753276826,-0.113153566534763,0.411338566531377,-0.439358477458714,0.830821076271702,0.180524366337562,0.711882844105108,-0.24558767974837,0.787456482327142,-1.26734838255145,-0.719278462123682,-1.97018318986627,0.473363728513778 +-4.50900094326389,-0.635133372784939,0.227436165968548,-0.661356560077269,0.0164510484435444,0.334131290540177,-0.71360250397091,-1.97604245803695,-1.25780029744526,-0.392895894587414,-0.775370760904595,-0.12326983456348,-2.10907753961912,0.682971667977135,-1.14439103743492,-1.02651196047735,1.77788025692263,0.643900271643033,2.2869277127379,0.0270043464836416,-0.277377321666577 +2.53312282037034,0.0817101151480502,-0.51770263120289,0.516329373142551,0.0344613269806148,1.49166743151514,0.0285054171228228,-0.740046954458601,-0.137640259717502,-0.676946141490744,0.29826356029089,0.331213891625927,1.44636157894125,-0.110228004698578,0.624356156071297,-0.960944270630186,-1.95508444172447,0.416231417957933,1.27735308010953,-0.153774843414994,1.17068382659776 +1.06392563989022,1.38781957775007,-0.368775234848729,-1.16222338353321,0.424232757233242,0.248319984998225,0.548196301113307,-0.918591945303952,-0.27552227696868,-2.27645888487687,1.29996657693507,0.146461720489975,-1.99837424435186,0.827051773266822,-0.369157470762579,-0.159091798608995,-0.946189769777769,2.60425555206727,-0.026010064914419,-1.06122460129824,2.66131261872936 +1.1810682341867,0.126878001234722,-2.66274545229683,0.438581749588712,1.01709527179896,-0.818608210853311,-0.978973766155034,-0.793907371218004,2.68136488030999,1.01870495299017,1.80027525335045,-2.28013262306851,0.680974149946013,1.61004293952624,-0.874617182581484,-0.228012163123436,-0.0284208614295048,1.11879310832339,1.20258782590523,-0.735330229927849,-1.09815220494449 +-1.76248977591855,-0.779537579601291,0.465798962731729,-0.782875991973125,1.23181648571913,0.189090582490151,1.09991506187099,0.907867743121506,-0.830555261330539,0.972100977604137,0.516568001390335,-1.01759970696174,0.790670195657435,0.255703546125621,-0.145673873238583,0.862746340534646,-0.666614661298787,-0.364938680640794,-2.75809490600411,0.660712402336513,-2.79379462916903 +-6.43481496721465,0.904520014696103,0.391141672724202,0.041654776284115,-0.0233411691940562,0.203878134054278,-0.86499838349391,-2.96992954386197,1.98873200327859,-2.61672529501598,1.45796460726701,-0.041931827094064,-1.05928176925024,-1.54277166009614,-0.760165792765296,-1.08441880992269,-0.0427039343593061,0.645520999912836,0.724016653642071,-1.23113434035278,0.240579022315987 +-5.61725111400996,-0.649613587069821,-1.36813448714416,-0.0757246473753095,-1.34837373521887,-0.367251790581989,0.296041105260369,-0.626157606284064,-0.589282852584476,-0.548996013434061,-1.56470883501742,-0.568897915967222,0.91526800477098,-0.0132957876836676,-1.12876767851998,0.678320470391836,1.97354807655703,-0.851776406316542,0.45009819673804,-0.918251198596311,0.1654936362574 +-5.0784747671707,1.39732617792246,1.22253285850527,0.477644679627084,-0.794226532150558,-0.985413069841859,-1.47842262849045,0.0135475620219621,0.0585078728416804,0.327025853627923,-1.1236438393938,-1.76570815629263,0.229177028953416,-0.0471777952828554,-1.01211905606512,-0.728761701681335,-0.934676396376271,-0.235245497577881,1.10377743911191,-0.359016384880903,-0.557834403123703 +-2.71203175718454,1.16277057631701,0.270699784982859,0.569165170135659,-1.63869722968295,0.293300765478491,0.726606896990309,-0.760818917652864,-1.34103266166068,-1.07919475805162,-0.596119998986285,-0.397797992246462,0.184984851568651,1.04024345785178,0.62184356336727,1.06296226524996,-1.40721065911881,0.0302506576097339,0.98660679388219,-0.985979811320249,-0.994965440231006 +0.310867946110525,0.434554300966389,-1.76932623237764,1.0023022036191,-1.15562308490371,-0.369366571327407,1.20990305661241,2.48366752299309,-1.56329737476524,0.520420199591496,0.527290538136632,-0.404045990762006,0.19358838858396,0.137717512529645,-2.22488244698233,0.386260161361556,-0.254808577410276,0.465456790347446,0.143359544744215,1.04972256959747,-0.591415108587832 +-3.94877277552268,0.291382677945508,-1.03676061882178,1.22448129138969,-0.219029106957552,-0.713523883514264,0.667653750101295,-1.29128289243347,-0.636645682136476,-0.590330843500796,1.84570687645405,0.265223673839583,-0.267799765573107,0.394799671346009,-0.581098562068413,-0.737188781580672,-0.547447320745057,-0.661932753209518,-1.43189546627487,-0.250845764453207,0.727316142246249 +0.900770695304669,-0.276799384357916,1.55331795865798,-0.271890523249063,-1.19133384311351,0.107166519563535,-2.21382923062711,-1.00319286321269,0.429717160618227,-0.986007265984958,0.343214960318218,2.68555797585373,-0.012803915228933,-0.936826537770496,-1.81243949166693,1.79779036283225,-0.406193287027245,0.995445014307269,0.921596674786971,-0.604481539121484,0.0826839728276503 +-3.73616005185301,-1.81065377551965,0.361502311569259,-1.4450273946886,-0.0508098128047606,0.597290470086961,0.250244845211418,-0.150871826219702,-0.593902543884856,0.247262255025532,-0.889595005877094,-1.50188810920626,-1.13342372444576,0.284679578414776,0.940790855999866,1.51896615911191,1.64943619782142,-1.86073262173779,1.69061037185553,-0.462725481069676,-1.41700133972989 +5.01440344428572,1.29419581151547,-0.0713454501197209,-0.273839401900723,1.23976757438193,-0.967786163868794,-0.753808607331091,-0.109737554740844,0.855776253458983,0.934823467476573,-0.439660768325512,0.201306040047553,-0.117528498468306,-0.329703985774954,1.29481949028257,1.6630526269582,2.25969028870489,0.401468647175893,0.285695573999969,1.10030402113959,-3.33597139968032 +-6.61376208152513,0.0774504305459009,-0.0793436112060386,0.402569859372392,-0.234534683142346,-0.158214402713555,0.486257870486326,1.89910523363581,-0.61418431429862,0.380244219978376,-0.555719499153726,-0.430262954813552,-0.924569761828597,-1.39909574475903,-1.48956229883351,-1.22920400726953,-0.360340782464084,-1.28486881985427,-0.270899050237299,0.527914069028602,-0.212520586549207 +-5.78663114541346,-0.770580566625894,1.17359742582169,-0.0524036281638793,-1.62688733058672,-0.190065612737279,-0.953167127684868,-0.300433124878666,-0.832584240333288,-0.286955209244689,-0.072961141958835,-0.182655543045233,1.28892049090276,-2.07470206648877,-0.682896501475498,-0.331502930949331,-0.0748967765148384,-0.979866159101621,-0.318505401943954,1.43502156745604,0.0603893723310327 +-2.05495668449646,-0.491538245326016,0.396893275612682,0.211072791245855,-0.325021328229575,-0.536147233352254,0.0454396728298855,0.672526566025024,0.0858441546580967,0.495433167852531,-0.632109575602479,-0.559542279424191,-1.00365654983282,0.445106446894785,1.10884848400549,-0.674812666557796,0.522015491519619,1.01480175926371,-0.636286805670655,0.0494731411079488,-1.73384362179116 +-1.55426477407969,-0.986740932099094,0.301815984563535,0.386858542908126,-1.8395352665791,-1.14089602104301,-0.558937092911152,0.846076235779757,-0.385543105288961,-0.379822247366711,-0.690510203539136,1.67604145275008,-0.724224520671878,0.29063106929249,0.340444046096849,-1.69633514687727,-0.217951012196683,2.23467889175206,-0.316764524808034,0.834017553467842,0.382419254438542 +-6.62907270790988,0.0289019048064382,0.270989957638819,-0.586601059066212,-1.61852055382547,-0.668951372247704,-0.458236115953826,-1.35923215907453,0.836056682733912,-0.237096745358457,-0.274255206244935,-0.72105275638309,0.552287959957754,-0.772985936196841,-0.533034131180272,0.817092967186264,-0.390928196005956,-0.256801300363379,-0.431162956449784,-2.31650138897891,0.345343523537367 +-3.10499829988796,-0.803547609183948,0.597104150618009,0.0893981897754237,-0.471272005446494,-0.624782316492631,0.769052341327134,-0.540756213093485,-0.154773392750361,-0.10370744606107,-1.07402333272577,-1.54671195904718,-0.26721544232312,0.516030471397169,1.66296589337337,-0.261791463467399,1.44225868499904,0.282134003711467,-0.857535700156969,-0.134007961086406,-1.76972831744339 +-4.68701617224364,-2.76257689360565,-0.287977745456628,-1.38173187468931,0.232728206828021,-0.789624392401468,-0.0932349970185623,0.105784828802754,-0.971298152872886,0.181394419447367,-0.0370378914070734,-0.849275955441007,1.05889147968248,1.31071004051159,0.247921143841839,0.953856779524088,-0.00690878543834004,-0.364090998761087,1.00599289143188,-0.41759987773296,-0.685289387676931 +-1.5598145183223,-0.169021838766148,-0.548893119522857,0.338079354922994,0.275958236982089,2.54869801740333,-0.715240538427852,-0.176802654010363,-2.30564354013371,-1.19676003268414,2.18309119633319,-0.500546337711714,-0.031545498147347,-0.432759924583805,0.708230594360173,0.660156141169002,-1.77467052609518,0.265884208186698,-0.536299935963669,-0.412273537242687,0.842960106579851 +4.04630732054489,-1.81040224031305,0.228015261310178,0.263207684166941,1.60464544033005,1.98073489431505,-1.11377625668484,-1.34864229251277,0.806115183667437,0.885686342571665,1.25569710655868,-1.22874400050614,-0.0818753133935745,1.36400160668555,1.32685593356066,-1.83352616045656,1.30625525392021,-1.00152192376731,-1.03135467891737,2.16670604568344,0.067060236016106 +3.29642023597981,-0.225583365827506,1.04187639267767,-1.42725715456402,0.40309886647763,-0.453329842045931,-1.09697899618927,0.44049178652757,0.686087433035639,0.456842894575266,1.0696257855383,1.87264266092536,1.03954528663549,0.312740476072143,-0.806184319195972,0.294105186685154,0.695884161007354,0.698232352267888,-0.486942563551599,0.631837261047585,-2.54884352522431 +-2.92155067889392,-0.901647849097845,1.00962093561376,-1.51622483662294,1.50240228276512,0.797195706613955,-2.91777437986071,0.808988428707231,1.02545200568522,-0.403588374744152,-0.735208779506226,0.164984734317788,-0.573995219172133,-2.28954449026344,-2.33342227946347,0.19365433127112,0.222824281024548,0.165498427016531,1.34973955599266,0.0657041158189438,0.0629485553376997 +-0.138451098536644,0.609621613729623,0.536037411823473,0.46653133162999,-0.494353593536598,0.227403714217312,0.735092208959999,0.259339931025316,-1.01474999334551,0.30049615372804,-0.964336150270012,-0.731590049274672,-1.41699404037385,0.277005291543629,-0.250281242375807,0.534805642777661,1.1790056425186,0.343091297960484,-2.68685433238677,0.39951880456008,-0.444353566462057 +-1.75783280644896,0.00591177428160467,1.25821188032404,-0.403065896124336,-0.87870827571762,0.951238946400172,-0.158904257688973,-1.84303177529107,0.718426001013037,0.898172273631905,-1.63361828065705,-0.0434989758526109,1.28885171742074,-1.40388695586539,0.561708467955319,-1.0913595701375,-2.16879048100613,-0.148182612543388,0.653929951115465,1.05833001509895,0.960463677725686 +5.48438842520897,1.42657667561235,0.25177360199982,-0.179042272150272,-0.42376541916174,0.300382413668208,0.10837228865423,-0.247519561638431,1.08063771051432,0.911579057284963,0.894083472685253,-1.89203329325999,-1.53236998804141,0.961048967006499,0.630909928643516,0.87124045870917,-0.453546055186571,2.32373292989167,1.17825966848256,-1.0256635148775,1.61133482196546 +-3.48939444582543,-0.115774498050872,-0.278723283424451,1.10259727654987,-0.340322682582345,-0.0425399076894642,-0.0633888967913616,-0.349687631327539,-0.490050189977016,-0.1392623713909,-1.43537664997909,1.12892451505343,-0.688443527280601,0.965488060398636,0.957949582681397,0.889593811579867,-1.19904094569618,-0.352061691813322,0.104619071543096,0.886553836869053,-3.16780139311273 +-3.14085759932701,-1.75691718755723,-0.771151857646589,0.999418059089152,-1.29759588670442,0.207763216812676,-1.36710407869718,-0.019261470923351,0.213582978447136,0.53445998377209,-0.738975652985968,0.865470107229941,-0.895078606714774,-1.03977481558443,-0.600871616285343,0.848585728442093,0.8544227252605,0.524440090316146,0.709608938681212,-0.822336932563331,1.05832973497426 +-2.58413781773273,-0.00120044398061713,0.290518261122681,1.82165821177485,1.20983397451252,-1.80828330021429,-1.33066641996501,0.172379061572216,0.204433472552235,-0.23188748484189,1.58621957134631,0.814646009594645,-1.93166883991071,0.0586014395190015,-1.19381243241827,-0.529465605966001,-0.723740977304213,-0.707327275441052,1.87191100674888,-1.32444489045113,-1.04292343886356 +-0.949412356497656,1.03995238831836,-0.571802001052439,1.33191846947402,0.628888432817939,-0.169056516969176,-0.0732563557311904,-1.12888631892354,0.0238496970561398,0.343188398703516,-0.255012952191396,-0.0870708234759865,0.55886307314267,-0.132029481345439,-0.698190112741634,0.316634929846552,-1.39837673481027,-0.281878367981172,-0.0207254685825993,0.453377394469432,-0.0562012705138597 +-1.24648086839903,-0.15837447096464,-0.314407353295388,1.18388416757109,-0.115696275940911,-0.51033547979999,-0.693667475998107,-1.15441502533435,0.18832159227315,2.21420346125362,0.394462299991361,-0.369775774856217,-0.476840133050898,0.250105533767066,-0.563376037791376,1.04545238286683,-0.816118524361587,0.498539087841967,0.64511449825144,-1.23648250368455,-0.168814347893888 +0.737595771594199,0.538117590038689,-1.2681317324717,-1.25480674500174,0.255172108218011,0.784118318710031,0.335742312447708,1.39707321567598,-0.469757436437791,-1.18155539501051,1.39824176768614,1.48939820814819,0.56191746932668,-1.33500246967684,-0.146436298993802,-0.0463751385409344,-0.046268873954019,-0.802513340764105,-0.169858240200751,-0.285970015515026,-1.59428105731281 +-1.75264996204077,-0.0490209026377589,-0.0526856501758637,-0.907007091937064,1.45110083809401,-1.47776203313474,-1.47721431019877,-0.395479261561163,-0.737709514509834,1.45542277144675,0.110116376313341,-0.304970461711889,0.301650570365563,0.821745012054932,0.941125491474852,-0.409700533132231,-0.652029872492652,0.476849540161644,0.336993443973998,-0.533120786250286,1.25930874465046 +0.657118296388373,0.315215218557026,0.534720798266572,0.265259136829935,-1.13287741875099,0.856487133437435,-0.387728797604757,-0.614079619356607,-0.233512360507982,-1.20114234793792,0.284280551889118,-2.11131898640568,0.890833907058273,1.22933539577791,-0.461326203426379,-1.06404661785519,1.78939501970098,-1.25022113729697,2.37598213692078,0.405088267582306,-0.0128375938836871 +5.31576843554428,0.475404501384837,-0.366974666135738,1.14828248629006,0.153542046719284,1.20437612154694,-0.695206109465936,-0.0917932675455576,0.792657760990479,0.52280662920561,0.316040141011866,0.271104982398475,0.22733034300674,1.84327131990662,-0.733545152692839,1.79150916947946,-0.205378854423996,0.874852554166719,0.0341551499840597,-0.966763687734584,-0.715874090713759 +0.112157837555985,-0.303354920575959,0.573827158189678,0.446745981006741,-1.56066242540778,-0.314738750568395,-0.556160915214404,0.037720785924951,0.271087743283454,0.782430637525945,-0.466689577940565,0.592059919457718,-1.34686358942923,0.424852952437798,1.03438434447378,-0.166018985314005,-0.977349853641331,0.270326005086541,-0.530478641154136,-0.107688496825853,1.34006501051536 +-0.34254203664168,-0.8615068688357,-0.305035847999168,1.2300171611479,0.613003044958419,0.998569761075381,-0.515241252007442,-0.0201679872603367,-0.377526791369623,-1.06713343941092,-2.74090377509382,0.610671975544305,0.120635463310083,0.679229471225899,0.768395249622921,0.13514853413281,-0.605058591949657,0.909900434062752,1.02621219129985,-1.32151496849538,0.381803972360104 +3.68848393133249,-1.57394938264868,-0.241607465452619,0.0706314450325945,0.504674938916209,2.23247482405013,0.0519048193629187,0.151984654290507,1.33727062769572,0.828623140925051,0.630506605055007,1.52811149254322,-0.71268916677245,4.73450263005605e-05,-1.83618429443924,-0.182869538612964,0.845591201279513,-0.320942447741844,-0.569205808908568,0.905507609860979,-0.961780680667954 +0.21687840839661,-0.665940119842949,0.594110355562078,-0.646244724617278,-0.36834371589902,0.508856845497866,0.286696919593817,1.17990329974922,-0.5928242171747,-0.0170542333588145,0.187486015985749,1.17061620061491,-1.14452887039057,0.0230084786041883,-0.549477489445541,-0.154631246529577,-1.38773675331741,1.25798662870682,0.613987965763876,-0.0830869478282393,-0.273164900938566 +-0.0433217939469963,0.561821122041812,-0.922948950545796,-1.80234942055254,-0.924574215965401,-0.483143910185807,-0.400610031503009,0.293537966080158,1.95394539175922,-1.32503305449145,0.814678715845569,2.19052564533391,0.72717413160884,0.532654045029463,-0.342809364972789,-1.52358785938298,1.35468532623515,0.306986465625377,-1.08017646084962,2.32778749241174,-0.366539586157009 +4.09399933499441,1.8818708752534,0.0238806281000629,1.712708623166,0.987030104873961,-1.8526579334939,0.936940720255651,-0.462469667065797,0.554078402066514,-0.274735777024088,0.640697568752416,-0.308089442215221,-0.675743435781999,-1.11322534121665,-1.33951778060874,-0.783119453090916,0.287021213104738,0.652019975863504,2.46044159122943,0.94485359655205,0.539754787788481 +-6.67253460357515,0.133346093542897,-0.0854825867687165,-1.0207751556819,-1.82170092234734,-0.256914302019525,-0.0278337609604545,-0.142440445692746,0.202989012119863,-0.419463154289802,-1.73074186038123,-0.377407459386101,-0.483677319583081,0.025088903816472,-0.50682395822842,0.154038882311108,-2.92510073066117,-0.757956495565154,2.07424788695711,0.806101033075006,0.323396153532933 +5.62828894067163,-1.52502907895271,1.48826398378451,-1.18080385999599,-0.864735637848869,-0.832249555952955,0.924147752070607,-0.712315254716075,1.78893661743203,-0.504705366669126,-0.256656874011782,-0.262811701820468,2.3007089516817,-1.47769550181823,0.447195993946856,0.64269465557589,2.00315571327216,-1.61426743171224,-0.0807114024595661,2.40815678575999,0.587287510360584 +-3.94110796023124,0.618082500372415,0.0663269687869969,-0.460863563045993,-0.0345922513968272,-0.739579844404228,2.01314453674852,-1.1406261284723,0.282999179935414,-1.52386268059076,0.61073263505582,-0.221242853959139,0.0502059727703802,-0.108931614366922,-0.501633461486412,0.22083951941876,0.59643688900931,-1.24913507011132,-0.681794468914638,-1.06041911635042,-0.763220861426362 +1.0141503789444,-1.15730474391107,0.225932838708407,0.913736497523302,0.474457675649698,1.15758367369122,1.00081025115055,1.5515609655735,0.0142289492473829,-0.981950960615351,0.148895878945813,0.826919912840275,0.39457866944638,0.564984642402995,-1.38230217737319,-0.214441616527885,-0.872241888321898,0.722986471623857,-0.231376097306192,-2.76708895868948,0.786745996916367 +-0.0623067909412071,-0.154126364802646,-0.422118017659275,-0.339455674987281,0.665738086569829,-0.402524461934334,-0.253765364545719,-1.5888231770065,-0.382317702750817,0.316710117753728,-0.54230948758811,0.289231677429651,-1.10325583613138,-0.823371235891677,0.76009684492284,1.7776289326869,1.67435597734853,1.03242981101621,0.424061943093207,-0.0668820342836402,-0.405307879540399 +-0.116826552378352,0.402447350097005,-0.270243677115801,-1.2321544667993,-0.61353005191518,0.625601525448324,-1.02715192549323,-0.515682636446065,1.72349216124659,-0.493223496029676,0.686346800712002,1.54328783693001,-0.37183124087019,-1.70000540041708,0.826640122692937,0.842210381860105,0.950543564616061,-0.870883518319774,0.169681585773683,-1.51153830653351,0.710118442244076 +-6.06133278945377,0.522360723740164,-0.466533389555906,0.696167472183965,-2.35411228608166,-0.00952334503027176,-0.441963225635757,-0.335505565928166,-1.35139695311991,1.19192514504131,-0.488186586613386,-1.52766098089613,-1.49192881897029,0.167355500089554,0.379096199327482,0.199520072604008,-1.5291935312706,0.123704336400066,-0.202647302370106,0.419315579296397,0.90702010642972 +4.06642896616642,0.199596521950764,-0.682883644958604,0.815781279715445,2.52050881597115,-1.3085406864171,-1.27041207011227,-1.08262928985884,0.83369872438387,0.865274143141743,0.295240563157012,-1.4460322461741,1.91144937206622,0.52852796826804,-0.22661572402877,1.27724213482744,-1.56821727375318,1.26572192157611,0.439480368445083,1.25672031938906,0.0651481405096707 +4.75596888937943,-0.324820672278131,1.27338880436222,0.435356948113308,0.730122787444702,-0.390127383391506,1.68330810106643,-0.52991122566659,-0.0942143876032253,-1.00682455810432,-0.837846937174023,1.74631229057018,0.478566010652626,0.162985908461714,-0.313404000448097,-0.14902651131906,0.28006243890211,0.349493871713371,-0.372403712266223,1.46189177323576,0.056523259619301 +2.06655806899971,-0.780144465302831,0.430493574206374,-0.936277093576375,2.12246378153568,-1.59692303628071,-0.0998358823120779,1.03345944785184,0.306221011143928,-0.231293296408511,0.836741706553095,1.17350970286083,-0.344121490132665,-0.419531443489581,-0.349302175365424,0.120726656254252,-1.49226712388676,-0.233076038139177,2.35933182719243,0.209612285302616,0.00454493184934253 +0.481149884870312,0.981727109822786,2.1810904925108,-0.628261491130544,-0.8476469909586,-1.20189124852624,0.491570589558255,-0.416017724862504,-0.0278529343669271,0.742092470982476,0.32881250026591,1.68892279833986,0.0169869116469009,-0.447936823673729,-1.17222950669791,0.138020408732474,0.712120449053878,-0.826439240850357,-0.376319586274755,-0.667874351433871,-1.07808378772274 +3.33856066995257,-0.625524591232083,1.09758782155527,-0.216968291119174,0.787201882430518,-0.130236100517777,-0.0352029294852143,-0.715690144710926,1.9380794982326,-0.108579896383597,1.651794925438,0.189955906595581,-0.336443441066103,-0.277531231746305,-0.804836374967065,0.604886991655448,0.821396578386298,-1.21459479258952,-1.79026040119281,0.54650694170544,0.622725671652967 +4.80109566650504,-1.42555254540304,-0.899577567043461,1.57176972258251,0.513868380203241,1.21610523303004,1.05439415818453,0.551114893310034,-0.158460741403525,-0.304152841192788,-0.524109114824963,0.176345758302038,0.784136623788771,1.21043649930586,-0.0838760412714173,0.489904563546913,1.43691262603178,-0.57122939672694,0.235295022230024,-0.387045199873138,0.563302950485459 +-1.50631953118003,0.123447675058088,-1.14297024097392,0.788623569407079,1.10706951774493,0.590090913357209,0.72995668742531,0.280246391032864,0.0368025482157418,-1.47086402939019,-2.09324505302008,0.399539390633442,-0.540782639845682,-0.0919009006224843,-0.100685902131498,1.29157893526396,-0.157083699135937,-1.20526269423324,0.54396007238739,-1.00599292895216,-0.399860806881925 +3.58405353588986,-0.576353100307219,0.766838059173391,-0.812014452425228,-0.498783676762044,1.67121281258359,-0.968960190130387,-0.702892708950052,-1.09693310900436,0.770938055514358,-0.828472427478129,1.42756320334332,1.68592122960706,0.33563972971214,-1.12964726061447,1.04844378006757,0.391308132068722,0.649520438850284,-0.336393774488367,0.35360991635572,1.84702407968838 +1.42873526511852,0.0990450673600485,-1.07059245819559,0.272673911151867,0.0093335427142144,1.91304532471707,1.94355606333429,0.665087971576339,0.0545788320165118,0.918206945219232,-1.38615476462564,0.423378758657353,-1.53415986861754,-1.43023514689693,-1.25814131248729,0.579478749912849,0.61866650271446,0.899031346678145,0.323614267452727,0.297920535735667,-0.455586526467257 +0.519938365158703,1.12554492513596,-0.838984059555955,0.0634191661749045,-1.22628150342212,0.783172515557476,0.582648406766765,1.64020354976161,-1.76408868013759,1.0729709682021,-0.16675608475343,-0.696790010726615,1.48063280214883,1.59304148716071,0.335545594239822,-0.325110864997213,-0.219015070489237,-1.60819960637291,0.50225391571854,-1.06056368492746,-1.41835903018213 +2.29585541793205,0.0824631752146971,0.0572987393779601,0.0808595361092421,0.983667522274508,0.266896108691118,-1.12506185051257,-0.0259140098946681,1.82134069159936,-0.541178346196469,1.43666707580294,-0.15332871956638,-3.61478563931977,1.64079929264837,-0.726817764628778,-0.584420818298535,-0.0352990476621579,-0.943186413353895,1.82621142240776,1.46679483635707,0.947589520058191 +-1.91454557008627,0.143706375110676,-0.0944927939385533,-0.129771403632714,0.349790334389228,-1.62573271955976,-0.905365700837209,-1.41772516501015,0.420734235854874,0.380911944638905,1.86458521904411,0.00920377769861586,-0.765880066280701,0.563606597808771,-0.945762444772616,0.723426443116394,-1.45068401971686,0.0546816454503373,1.62323179642629,-0.184123312539126,-1.2329018207732 +-4.33913098554231,-0.647147939320011,-0.273933665515883,-0.734741650631399,0.259107355453463,0.187521103382709,-0.0657240939895491,-1.2876879175037,0.498918363536342,-0.0362309565724584,1.34816021158092,-0.317683463302391,-0.0580683446476107,-0.350281512336641,-1.40166819343117,-0.138187706061229,-1.21499009127015,0.00777477882555508,0.87264681748467,-0.655818885134863,-0.351526185185474 +1.86301964674646,0.828841124354269,0.985798970751764,0.436237068590427,1.04799650095015,-1.04623188844165,1.18372195684203,0.184775424530035,-0.387737806255913,-1.38250772536017,-1.13641969394261,-2.27170004102622,-0.804343538296128,0.377164819267713,0.534940975773144,2.17486559612489,-1.59725215992959,0.742465716925514,-0.0909258157323891,-0.035986634700775,1.38749170063436 +-1.75908988755431,-0.0345747446073711,0.960760705073846,-0.178449720633247,-1.09215640308979,0.0394527499023257,0.0633178098943086,-0.899945104438535,1.71164291199433,-0.490340172811922,0.124694121784386,-0.412270992462396,-0.159828249424132,-0.327668617133531,-0.0218137454676694,0.75043024438359,-0.0504414457484957,-2.18198325933906,0.728991880144465,0.0201745523483717,1.04975770564015 +10.0633377922377,1.58933164914901,3.11120309691737,0.526141465087893,1.49722997156334,0.220659566523477,1.34285504706373,0.109932896606424,1.10869535877523,0.621847539776382,-1.40086109333485,-0.238427971226057,-0.279377967254357,-0.487150424201206,0.712938487473967,0.648164456196719,1.84090889037434,-0.823659031795319,-0.0694756067393598,0.868912299910215,-0.914717565223107 +-0.173774617102968,-0.295961636671433,0.28608226730593,-1.17266712619159,-0.924003818161892,0.838702068775908,-0.0835713564872239,1.43763783110028,-1.16750053665984,1.12987396484381,-0.682851709591365,-0.538319702139282,0.55059795042397,-1.29327041484784,0.612234330107314,1.00327419650505,0.406635151519349,0.578517133440375,0.344082709099219,-0.10288333971849,0.0135570010002253 +2.85072287109819,1.3245092252945,-2.61617839477124,1.15873302503223,0.465043353790892,-0.563890548556519,-1.11178785308882,1.85492689918001,-0.882856553538318,1.16574038736398,0.268802232360949,0.0762103804697301,1.04696487311395,0.934787433702406,1.4053609566054,-0.435501610662778,-0.724371506023093,-0.484123037592746,-0.534855797479483,1.03322848634301,-0.523068323816781 +-0.463891101048501,-1.20293180149599,-0.872573649915222,1.110334453199,1.49959514658519,0.626900821009821,-0.894744777725399,-0.00780374813390687,0.590762088355127,0.181074052208943,0.198555997291384,1.09159433541255,-0.381536748551337,0.485979245989906,0.250861394178812,0.386073996824389,-1.2745603667862,1.34460380549721,0.513523242137924,-1.18733201934307,-0.758024084134436 +0.13076600670762,-0.847956040381484,0.110683714763395,2.86332295944574,-1.84285696316374,0.516496804075231,-0.412350798761278,-0.742047959681759,-1.33417557070058,-0.380498065715719,0.986366030203013,0.0738233400170605,-0.114884259107794,0.072594357933647,0.624257888731291,0.599083932336423,-0.0932778267119935,0.928751408770728,0.331227839441852,-0.576089884534185,-0.633519297386554 +1.49854574727634,0.326727610240207,0.374670543169319,-1.2976445429554,-1.29535978800593,-0.969470180315489,0.911759860332001,-0.477444305736037,0.827934807403896,-0.026418532494299,0.0658507825721742,0.325435504736977,0.420691015440806,0.44129309387797,-0.413222084859571,1.13204794844044,0.669123824991877,-0.383072741674762,0.142625095619709,-0.242324038298582,-0.00576934189598729 +-3.63416798693853,-1.45953689168295,-1.12360067151026,-0.593716704754645,0.311649572185154,-0.844532257265043,-0.639719901787199,0.0433949009285805,-1.30109292939832,-0.583141557366279,-0.129520571695655,-0.577641099413995,0.2368548568102,0.031640462855025,2.46360056463113,1.80643999194984,-0.516495878190981,0.581785603286102,1.16956405042051,-2.25994766999401,-0.0153316726527235 +2.17747949266074,1.2231934047562,0.359791873427193,-0.0455112611205632,0.739887867908985,0.244811696632953,0.734818015085187,-0.155762036074122,-0.227452962708045,-0.966922008209157,-0.119241397211733,0.423311639383964,0.409199956028001,-0.812998286743802,0.0259730355431483,1.34538705519238,-0.417764915227528,-1.31930886509243,0.447050877323481,-2.20548400739998,1.48503447815637 +0.833944567980524,-0.170845086003352,-1.32487611336145,1.4659617917112,0.672386889208913,0.235928331804536,-0.0718235711025188,-0.920480699848689,0.11451436365844,-0.336820595674181,-0.229414491989031,-0.737688537598601,0.303812474860877,0.526470460620274,0.589320219730796,-0.0491417192933242,-0.555101576095152,-0.406621590303363,0.926109899360018,1.14841263246505,0.116037975924572 +-3.27982810533992,-0.327014082481113,0.771649463497389,0.511644279852569,-0.0700098306553964,-0.779332993303579,-0.915643706579831,0.600011700840284,-0.28711091561159,2.36622394004986,-0.68970415807293,0.205166636506392,-1.48200579404729,1.53986967319653,0.22857644885119,-0.389511040860315,-0.0981996318912427,0.219696322694844,-1.4836993193257,0.122201716974749,-2.0575312865038 +-3.46343859973455,0.459207081438735,-0.560872736384227,-0.131685825289295,-0.518012665242703,-0.614795786230591,-1.89211109942253,-0.0462918080069683,-0.421149943864423,-0.334523519667838,0.237953288618789,-1.05180762052411,-0.661216390467851,0.713265778054872,0.532960761024463,1.7674862609115,-0.400177359462705,-1.96713011117313,-0.8619591547314,-0.126335685821991,1.61696091122106 +-4.7185368356751,-0.425436378804153,-0.0643860223062941,-1.39644292557738,0.531875109032064,0.024156991598081,0.548515368667991,1.95994467810187,1.75903988092175,-0.117661418911339,-1.41818161656532,-0.324764946533068,-1.81904282490244,-1.72095042316802,0.194727777443755,-2.07013668633815,1.09211043611137,-0.214160831129525,-0.781168705725029,-0.462415944722027,0.082411641687623 +7.03960818890604,0.56061225583107,-0.0590537719421214,1.75557195127149,1.08066169423263,0.30302672698685,0.696451551723961,-0.114093136053951,0.761138796040597,0.459749060344195,1.31552825757809,-0.728107446270778,-0.346694002061964,-1.28590905313654,-1.33605134839892,-0.428145229814037,2.69229275985266,-0.26051952882833,-0.11031523336988,0.118597054158183,0.492200608691659 +-0.0800481140410017,0.439922374281781,-0.0666339690647122,0.589131084910071,0.351151021204813,-0.510390222020409,-0.0766124189931107,1.18904007586495,2.14767714898013,1.03198499367821,-2.03506144275437,0.249684463331088,-0.119328439435064,-0.332741355381775,0.19845931732097,-0.818662558469357,-0.34850592001506,-1.62781168283921,0.46151365323725,0.965673632375718,0.891201197312663 +2.98081741219785,0.594378595526582,-0.821360562354067,-0.204186253840462,-0.0762667453162151,1.04084371339805,1.23480665521885,-0.533757991135294,-1.85781033755287,-0.341468573788193,-0.432772402786613,-1.36106318432607,1.76565947545999,0.990332946208577,0.208461714977503,0.013993584826404,0.277006684643919,-0.221707047706086,0.890442799981357,0.338433944147299,1.34876385500893 +4.05644768673805,0.682943697520225,0.322055822608865,0.667454497784906,-0.287080887335947,-0.838935082929892,-0.0323835002445631,0.252179485188536,-0.0705157152082151,-0.928925536837234,0.683675441597452,0.889049558814457,0.336766486756211,0.526687674617989,0.920716560486158,-0.951152635506527,1.55328094397623,-1.40979559077843,1.28909992464508,-0.412850520275878,1.55512445728077 +4.92116416195893,-0.975210835699629,-0.567582753586689,0.963906406200073,0.115526557831825,-0.301790506418303,1.29360450854676,2.09207658929267,-0.0563490051398747,0.607464189731393,-0.521605079432041,0.761089009675609,1.29679454933594,-0.581774098935775,0.299327212216474,1.22643296282026,-1.58932221205481,1.19709015233031,-0.276268459918766,0.264100223909971,0.673389197733784 +-2.21212035987018,1.51615681331638,0.313684553925905,1.27104635374376,-1.17468961964903,-0.482665172043628,-0.41465992216769,-1.5818300233827,-0.610180405630182,1.18295550806007,-0.132972136494377,-1.28530350119156,0.783799119688121,0.137778426478475,-2.19432601658181,1.09475845440539,-0.670487950481944,0.372992592349726,0.736441087016659,-0.13592766375335,-0.15536816488435 +-1.11708248428952,0.079474282540535,-0.0156673947412101,-0.117469393843293,-0.0915942629888675,-0.575611789081098,-0.346231324331361,-0.61364876925269,0.886510760447358,0.864402732435292,-0.147211018154391,-0.592660079409163,0.281720323387075,0.537011864723002,-1.01351375052472,1.08860803366112,0.0259760930737364,0.113435863498348,-1.47145061198257,-0.207730842537218,1.25181906258459 +-8.93182966379236,-0.310148341613777,0.647841034815065,-0.771435250097701,-1.78811312007108,-1.68526621545457,-0.671177104151778,0.860813670705843,-0.0288567541143312,-1.11406273791772,-0.311952321842451,-0.697486901548336,0.572155232143572,-0.657713644685258,-2.09648232886152,-0.730395210119437,1.02548941709033,-0.672013079765878,0.436577354439223,0.705161306261923,-1.15855695466984 +5.97554715690304,0.147318291026405,-0.0801237949171218,1.29353909696688,-0.196908699637555,-0.443298335669137,1.99309784329011,0.83096788474824,-0.26223573920065,1.11540703995126,-1.82584250870171,-1.10509508182556,-0.372292328814886,0.436568077130276,-0.0606405960955719,-0.538914275850049,1.38650963372822,-0.450546223495682,0.84975980441361,-0.310953588209043,1.98120027267286 +-0.80062958815642,-1.56096140369703,-0.660953393176569,-1.08608174602181,0.204489179093797,0.394397223265721,1.15246447861182,2.32056891657358,-0.671773613840408,-0.955491519008848,0.546153702224745,-0.236169250777986,0.735417874781239,0.727787817647806,0.634818385108689,1.02019307925559,-0.833459322047932,-2.1990452972392,-0.785691942423608,0.0332035339296594,0.50387114533341 +2.31078861538521,-0.245720689099123,-0.408816861886561,-1.31432955377358,-0.0626518103717185,-1.16585270617103,0.502014628858879,-0.485314533326025,-0.0555203041480568,1.35179698454669,1.36808875834154,-0.828885003795523,0.520654067619982,-0.325671535419082,-0.471284823690746,0.398944024320443,1.07838595505569,0.348972075054988,1.18484159940346,-0.0562368587727895,0.431097017819082 +-3.45074248923769,-0.523155881846417,-0.437813737410453,0.202470394912245,2.37347083098289,-1.74105166655032,-0.313728915561251,1.90809852074022,-0.856581817233084,-0.200034676434474,0.229558453064845,-1.21223640854398,-1.20638236083146,1.20974536358332,0.183241586176294,1.48820777663173,0.138211146935272,-0.264103883989449,-2.40601738945189,-1.35453465195989,-0.865862188852831 +4.05501719806361,2.48570963398239,-1.55835968509815,0.435200120648585,-0.120084019882674,1.02652107608398,-0.914763403090666,0.669781471708033,-0.820098821130577,-0.274420744530009,0.0390878448771718,0.095697160141687,1.11941821887327,0.637614425889227,1.18282290094128,0.274079992332357,-1.56266361229674,0.208036830395687,1.25252533745736,-0.768438629786454,0.966266154775711 +4.41567623957396,1.72533251478581,0.307493550229849,0.0161587243094182,0.313952149243439,1.0925879453356,1.2926067399392,-0.243453600195615,-0.772581034277689,-0.41373573429104,-0.576602010549027,-1.36388968529112,0.712983195744441,0.151444539565418,0.442971106971598,0.695291828312838,-0.344447857078983,0.30900201447588,-0.308968697855343,-0.684417499334779,0.116469939039154 +3.54021746186573,0.393750984490079,0.0633608571704158,0.772867149119992,1.77169344424972,-0.143467683311414,-1.16666367208571,-0.571905675160874,-0.707855360597836,-0.0973881485727178,1.40002994347567,-1.00750286466596,1.13990302385056,0.454719357684229,0.61446506207356,0.878789406543559,-0.444188572270525,1.28225060044045,-0.606020087980241,-0.42593624414572,0.0771443573412639 +-2.37445358745869,-0.396870336938185,1.10947912663254,-0.233834972112131,-0.083066566065379,1.02589427514712,-1.19343190737983,-1.03911006062309,-1.34810060351815,1.3248326164739,0.806649719257074,0.118252649810859,-1.40768054793326,0.756760112134964,-1.50767611536669,-1.11326811743965,-0.621268850743359,1.84570407295234,-0.522509338612003,-1.34228985791214,0.433720105860868 +9.07492066692104,0.759329840572267,-1.07207298209385,-1.25732287435869,-0.229232888409296,-0.521327359287975,-0.23010475853904,-0.297996964578651,0.526334285092549,0.218237174839673,1.43944611662617,2.45725358439822,-0.324050457593873,-0.211838648243822,2.27871619017901,0.792504879838304,1.44849128495216,1.03228580942095,0.624531882330035,0.806798024706162,0.261261136507524 +2.42711995057483,-0.133265982362162,-1.60992859632289,-1.30318740727513,0.0174103315864518,-0.382601029746706,0.301697353235229,0.925754871202977,1.07410076332603,0.770820602841054,-0.71569951902231,-0.814337943505827,0.093711012243079,1.66106126046168,-0.438073571330191,-1.18754045972926,0.405035199120994,0.515780023654511,-1.20598183130477,1.12263654555302,1.99218721984531 +-0.64422789906906,0.345247685017556,-0.583570096829992,-0.869079446374388,-0.283981976258382,0.745541612643771,0.237208723292379,-0.97055268317218,0.133730339348924,-2.51898470201204,0.53389507027215,0.212554708235199,-0.0825756629632642,-1.11379368462645,0.229419320316009,0.358510173072434,0.18801518004109,0.78404897552157,0.45702920183432,1.45084147573503,0.71996276568755 +-13.9934434186824,-1.24243528708294,-0.950611114105472,-0.945069341013642,0.13187989608571,-0.469782057157404,-1.2924550708163,-0.0560952350285741,-0.701400544106323,-1.18568011246829,-2.99634765851576,-1.29545179751632,-1.08111702112814,-1.06757292151604,1.38920612518216,-1.06789802474223,-0.23960074637975,-0.267829866095169,-2.11794393984864,-1.26146370040188,1.25518909660504 +0.413322393715242,2.47795228867216,-0.911276320441356,1.09487662871759,-0.828544649839749,0.674413944374845,0.0150352337804482,1.57330791257526,0.93101280064923,-1.30092075069,2.09049964426007,0.00209974926081837,-0.112890339979577,-0.622493224428297,0.778140959222792,-3.06964379141798,-1.15011748126412,-0.436319198363045,1.15637071264499,-1.21894229601158,-0.162742252360507 +3.95213188077398,1.47027072416498,-1.29846142270978,0.847259540020844,-0.0164000891496874,-0.0239836067639608,3.08637029282066,-0.573782026760798,-0.697254833804255,2.1757954477567,-0.0716959349875367,-0.855253329891559,0.516255485499771,-0.858874508746465,-0.269137719419991,-0.331823210935818,1.11130870382568,0.642527536730997,0.625104489726169,0.109070906192569,-1.4803684063133 +6.11295620876784,0.196085071557566,0.526865279026287,0.315939992086241,0.556220401810972,0.27477390412243,-0.138425518700515,-0.531669032592576,0.612070734111315,0.535979648036314,-0.970130870300022,3.09973279674104,0.431280539357589,0.00734300508253429,-0.600247534450839,0.522419998746222,-1.39740001516444,0.279772240644812,2.9977039377657,-0.56385483164508,0.0119240080508503 +4.08175122164831,-0.0399599799327411,-0.912442289822247,0.670543315315713,-0.0684188265291065,1.11120467579672,-1.90538389246387,0.114808640562531,-1.46517063528774,1.37353623173774,0.270446841922744,1.14582718686541,0.679897349163573,0.634740077730132,-1.23330848024915,0.741528941117155,1.26983096883417,0.28260351052562,0.812494178168336,-0.916276416473184,0.177420780353442 +0.87598849342318,-0.87297729291597,0.249979740886311,0.838718613174408,-1.14766964117446,0.637491344557382,2.22208017357006,0.393755613632803,-0.754593361817195,0.297892772394624,0.0969422197088139,0.541008546378334,0.831086861035564,-1.58961456466784,-0.0175540186359685,-1.07567444751803,-0.115814133239473,0.00379597779765241,-0.466362799072292,1.28993508888544,-0.355543374195736 +1.39210875450318,-0.0204028549935312,0.991720900827391,0.110799993968038,0.74567034466171,-0.317978439276257,0.238404555945184,-1.00584349027564,0.0343787284953374,-1.29203301254973,0.33590027581331,-1.49662164459308,-0.289352611578108,-0.389952101187085,0.616493754693274,2.02075546909505,-0.480306260350545,0.238198466628007,0.291226869080636,-0.111947278088538,-0.0631257664262384 +1.24028273519292,-0.143229501822875,1.02035155777078,-1.1636391969655,0.19175795079218,-1.15389330584842,1.07272978483613,-1.57867387721902,0.13174124161984,1.56590096573901,0.897149055238769,-0.138526786220163,-0.462926517344931,-0.286883815354706,-0.79192730744667,0.66359558396795,1.26026075755101,-0.670353839915059,-0.107094539847684,-0.641393757085842,-0.139552903356573 +-2.70964404559929,0.0452883620907368,-1.03396907707497,0.164992333241856,-0.249843614803005,-0.666953061130842,-1.49598695530451,0.0773212816298664,0.421674208653987,-0.61277227473824,-0.894912435757674,0.0529190479067276,-0.28552927475858,-0.158754403114061,1.08877034366587,1.39739517573276,0.684616307402825,-1.89970076424718,-0.808058543536689,0.599632373532337,0.216925114087915 +-2.11463081071247,0.478436293069706,0.755885154024593,-0.357953940675428,0.755215594810291,-1.0499587192821,0.721773127991981,-0.35546963690161,0.0192086187863089,-0.395319501076648,-0.240524204578339,0.853358609706674,0.705528930613363,0.634278567647369,0.237696749316532,-0.122928769886147,-0.350095039928347,0.430643540581214,0.751996758542431,-2.40335670062371,-0.995163091223246 +1.16481022603406,0.524943067720978,-0.244436314590331,-0.503890345062315,0.146366664040499,0.566178868535126,1.22000670681904,-0.467953378531089,0.900997325424085,-0.3469395065551,0.292796696121653,0.42611316991667,0.451930680051577,1.67169306242662,0.609232998251315,0.0957554874089989,-2.52871628301727,0.798947547028969,-1.06744586035526,-0.633664610931371,0.215694216003933 +0.714011584797507,1.98635216617914,-1.94859244521499,0.613249306283623,-0.222761258673954,0.00017255596822975,0.677214506426587,-1.07226053772989,-1.68760124488608,-1.10411750225803,0.503470301737312,2.12744147381981,0.287489272126864,0.839941174819163,-0.361812689233198,-0.154932679616901,0.937678765095902,-0.0119566025824301,-0.731582767635554,-1.00678878645852,0.867239571717807 +-1.49762584970466,0.364965529686832,-0.0602561455437591,-0.697374945227441,1.69187371801374,0.802890868593766,0.232425195181338,0.384671067819557,0.327993242001353,1.21917297935746,-0.470181331023932,-0.274141021042923,-2.505042046972,-0.435492146186006,-0.631526826574014,-1.71042180885144,-0.293559066709268,0.11231798997685,0.428348263598759,-0.512574548525194,-0.611336629030957 +7.20225784667725,0.277626856804724,2.35824616080666,0.719317770250309,0.743157324384901,0.249590517795033,0.195687192793427,0.580071653434091,0.395851583577365,0.307222210922909,0.520093442094046,-0.590290857097831,-0.530584824706902,-0.194531385122635,0.365166187775453,1.18962648746935,0.00994222729277001,-0.113339745473248,0.320741933129309,1.09621487914275,-0.49643983498656 +3.97344803074017,-0.416137566962942,0.82716148193393,-0.794318238543866,0.942937641750158,0.292458927764329,-0.351935970387271,-1.26957011086927,-0.1079285375844,1.46430221796581,0.648318768912092,1.13331159619467,1.12976363233207,-0.619059830888153,-0.0933765623843837,0.149427949856466,-0.0677386715478456,0.658516970048887,0.0614565733019912,-1.21030473001465,0.0778827995957514 +0.9468215822657,0.187058109404837,-0.163971051276437,0.693720061210643,-0.611033198779931,1.17665838780648,-1.95750584260771,1.04333987348808,2.39685684739871,-0.58689167631606,-0.842308403462114,-1.1667383443089,-0.208649317288403,-0.43604289591832,1.84810474660211,1.88090255138436,-2.09123052352781,1.4525305758378,-0.960425700483716,-0.160380611571348,0.734671097270891 +-1.94506406866116,-0.97694392668681,1.20207698621864,1.15818029605659,-1.08342850624679,0.619789636647882,-1.36704001668634,0.0897005083337096,-0.0314705364662717,0.178297620394565,0.78088418847426,0.238359477001629,-0.265642264187522,0.168771941746956,-0.0239022012580508,-0.595539801309209,-1.51540302105646,0.223083987822431,1.74411637013004,-2.78593650488998,-0.0537985314639114 +-3.91100235756396,-0.590996729175338,0.697417113571442,-0.321385015832074,-1.33065007613734,-1.00459633219696,-0.964185898908687,-0.384789097480972,1.19337346696553,1.59266294407636,-0.827870763431545,-1.15173493850033,-0.853352741270495,0.631339815895865,-0.328107272056682,-0.729707552296906,0.100380121519723,0.00877430202949186,1.20639096418701,-3.25399341220088,1.24125941066041 +-6.12759927274986,0.926738378449539,-2.30008458966566,-0.938796605467229,1.12540905626038,-0.329715467339819,-1.45809579010338,2.21094627859904,0.317779558223313,-0.64306285344223,-2.93679305255344,0.622550980551557,0.0354075507267634,-1.30592226204503,-0.800712679731284,-1.37067319553571,-0.929812194141639,0.235235130154414,-0.54940115594941,1.31101459719254,0.720198254589028 +2.10777595565195,-0.501124433980159,-0.24349781840851,0.470345771228506,0.333627437205747,-0.389023614334451,-0.345759304389431,1.42373582766698,1.4747396422662,-0.723769317456195,-2.60223612039825,-0.0700081328904884,0.15189899122071,1.23562138933145,0.218851092501,-1.10887472708062,1.3840591244958,1.12849722685535,-0.244500037669955,-0.0282457248387564,1.13793059481722 +-4.34312267615418,0.057797017604054,0.615186609260418,0.485452438747363,0.659149742673342,1.87751939438534,-0.338332693633819,0.538612536276213,-1.12708773001848,0.372283429163476,-3.05473641436909,-0.980579444020235,0.281502178338925,-1.33108061500278,-1.18426700049248,0.626681269752048,1.32817538771532,-1.04124400830281,-0.721162905198418,-1.02932057142949,-0.299021482111666 +4.71492889588974,-0.36490681436614,1.51004988061867,1.56442953616095,-0.725779692948316,0.914371713792898,-1.63512020830389,0.173071181743123,0.67802219119926,1.10771205311503,-0.288731941607143,-0.479041977478427,-0.322649210239833,-2.48100868758354,1.43043162016904,1.15205196460907,1.67479069388802,-0.358135332973526,-0.643527001556102,0.0353532129435154,1.56692042847157 +0.781446652265116,0.119856577986717,1.51340836468791,-0.774297739823489,0.381576936367133,0.58505766572774,1.17881089739353,-1.26559618917927,1.15857717623083,-0.322800362114245,0.394200087066114,-1.93266445883896,0.078780395908774,0.66091286099363,-0.333589970818566,1.31238416883815,0.145394259222644,0.304127408242385,-0.241656976794957,-1.59283334065221,-0.15848320469211 +1.89172158088774,-0.655839248476796,0.156271694604695,-1.21954302143075,0.751843785528197,0.844519927145849,-0.573923482351663,-2.41023180109339,2.13775300572575,-0.572820080240653,0.85461080877771,-0.424066012910499,0.969952061555793,0.302326264803514,0.560254735946409,0.654953824803121,-0.444757787537263,0.297800430524914,0.0490418743166268,0.504831572368413,0.620360499130482 +7.22946146083886,0.943371963706623,0.802819754537529,-0.822254374867465,0.013059817771064,1.65034940917,-0.391417167384974,-0.530159194630962,0.0793182827561491,1.32738801527706,-0.729106748433749,0.49659003670175,0.511157445163363,1.04113186196334,0.353302415365562,0.830289396657301,1.33990994807119,-1.07620231787766,1.28689715134469,-0.172150607051562,0.545502607396633 +0.703552624641866,0.241071044987936,-0.565295491136215,-0.413618661584057,2.03852179291144,-0.880226040719507,0.835005196899113,-0.998652984478584,0.354063781386799,-0.136975276116495,-0.403462127839625,-1.05099574796892,-1.86631226330116,2.37044126121509,-0.763079983986411,1.42057150181773,0.709947679222596,-1.12533391352252,0.636237175419886,-0.425426594309685,0.640555088119332 +-0.283790567093441,0.174946535980053,1.29919133324703,-0.989830048703917,1.41466325270803,1.64637408540373,-0.312456335305801,-0.255675153660746,0.0639700568959958,1.08590999004347,-1.09113951902264,-0.507855513160224,-1.48335747261392,-0.50686614210206,-0.152163220950037,-1.94219020722988,0.0521964520201984,0.389176799557277,-0.168766884234819,0.897791920073481,0.740762251300459 +-4.15046412816855,-1.02859095304571,1.41110250067183,-1.53945818953177,-1.23497272760121,-1.47899182755814,0.750673147172592,1.44159966692445,0.872983785008961,0.271796557781929,-1.00214889732662,-2.4514937708046,-1.10765127528935,1.17420809335107,-1.3240226156163,1.02511896547044,0.320330498793895,-1.0778223810236,-0.593323001904117,0.0622269524516485,-1.19127473346383 +0.726705993269989,0.523508566595358,-1.34558084173926,0.823938956611835,1.65613368422638,-0.505758524574176,-0.674114408652749,-1.09364696135542,-0.284924768716137,0.53263595105771,0.862814832379039,-0.0310288725582865,0.360369048173018,1.87442847911343,-1.10629563844176,-0.10844842305707,-0.640320705511098,-1.30764518663856,0.113821240534003,-0.340707244558263,0.989805554295303 +2.4577228642673,-0.310002626773187,0.94388727111461,-0.578959335102307,-0.201326972862824,0.17562783581733,-0.246538081944194,-0.785023299555996,0.397427713240653,1.24990341062441,0.981176569459859,0.611163248651514,0.567596613254747,-1.08776601002537,0.171315190344375,-0.293099479714441,-0.539629551353615,1.28547595507821,0.280574316417516,0.81473177988871,0.889248908129653 +0.269602676804652,2.27157551831141,-0.156116756374826,0.03842301782615,0.0819572056568551,-1.18695103550236,0.861559317990189,-0.644211400844675,-0.563089560822696,-0.406814657373033,0.376326656248,1.13659603671392,0.0599120368509361,-0.660752105347728,0.215090686135484,-0.190673640627225,-0.371268060834176,-0.977158178192656,-1.07860430529439,0.47004610092457,0.288903341883943 +-6.77113629801109,2.01319399119818,0.324019736810011,0.227563977199626,-0.1160064436757,0.163331034490125,-0.490739670686158,-0.388472794184738,-2.16344287571988,-2.90582568064335,0.241059404501156,-0.130217106539018,-0.389978630567512,0.350538694637626,-0.139789335313241,-1.76027791727673,0.732505431957198,0.112452849415302,-1.82603771152501,-0.996529753808764,-0.195803227498703 +-2.825903386548,0.2546849770835,-0.916069453165896,-2.08879486770098,-0.190210271664207,-2.05632090848015,-0.243218962093969,-1.28313319473938,2.20501447016484,0.687010698975547,-0.0439468418048809,0.773703567327964,0.0284582096840392,-0.845009619045643,0.105560182969211,0.0960299446374173,0.566135426325793,0.847931113892322,-1.92747869822289,-0.304984888370144,0.570976513141176 +-1.44156859807046,-1.06327316309874,0.280205026851518,-1.20552217106064,1.29413421996242,0.33102560100964,0.498355322109617,-0.213263639147696,2.30843741388965,-0.346847359107731,-1.69528198992858,-0.766708214572942,-1.29688596464661,-1.59743481112587,-0.467228864129557,2.82172962109564,0.52883456379186,-0.555470793670707,-0.158782170334302,0.316980603493871,0.214125818263209 +2.83733534177001,0.778825736770527,0.0661865745941065,0.236017671190139,0.751495289251697,-1.31133287239428,-0.961681873685695,1.51419414983424,0.293210887444922,0.466001040228234,-1.27055458004775,0.899739252378115,0.0822440815036363,0.347134903239829,1.05832426908973,-0.119535302125012,0.156564722844083,0.157297669411859,-1.0083242840451,0.988366685914185,-0.296433380443296 +6.01294396478631,0.567159779570619,-0.164934310913953,0.859407483976077,0.817360010871858,0.384463893747854,0.762151621879988,-0.240713105043615,0.0734481878059149,0.125076536186855,1.68275005577687,0.310391502594237,0.525087225231682,-0.0534298308876797,1.22077525692399,-0.892508208317732,1.3154094387695,1.72264411641734,-1.44048181245584,-1.58571157336183,-0.706788611750043 +0.614662289460268,-0.609570597155101,-0.136900816247595,1.25649726537838,-0.746937812188485,-0.475750302198139,-0.623922590535089,2.38404988974121,0.496384218488862,0.716407946977762,0.305769507134209,0.00426799005644395,-1.11408047103712,-0.0548419035621354,0.0804084078531591,0.0969177047340527,0.850917582269595,-1.09211743845209,-0.954535122967763,-0.0134981785259293,-1.46976796136522 +1.2215153364739,1.51057335286814,0.024311471013414,0.330140694222061,-0.232701526516836,-0.130607429056651,-0.993212643241737,1.7065214674,0.493977253520926,-0.399306025155261,-0.617518481029779,-0.649361129044561,0.146986350966002,0.604842569578513,-0.476306523567957,-0.714753820738217,1.14286040250914,-0.902069246137857,-0.99439079823954,0.547097087513548,1.06306726187114 +13.0375193795945,-0.442208406135052,1.42829075142112,0.309889788755276,0.655143013489565,1.67975108733167,-0.344178261161333,2.5327176511262,0.841306109972723,0.0733653836469666,-0.657255478771759,-0.681012326970735,1.36937520301065,0.402962808676777,-0.712169089645887,0.51722580655447,0.815844946925789,2.49298631615698,0.421979325077918,-0.0441011497809494,1.35780363050599 +6.47376066269751,-0.956351019799395,0.0284418443396404,0.332976589440901,3.64953268171915,-0.937853466199943,-0.470721732352351,1.20191869217891,0.779001412063635,-0.515571607165513,0.0563900439246446,0.978631025329537,-0.565246395406098,-0.284494159374179,2.07941095314704,0.175880026545604,-0.0182973156871113,-0.0688202490711312,1.31297445933449,-0.285160753315213,-0.588928353032792 +4.10062102319801,0.94457453029071,0.175862964976933,-1.54310295452315,-0.891210558882322,-1.15923867078237,-0.409220267680483,2.21891769769813,0.134758863769218,0.101494464107634,0.846514784065743,-0.966606524429666,0.261113238149274,1.63966631804003,0.263492305011858,-0.121686624800459,-0.0663564554760364,0.97988355151972,-0.249104645164736,0.660554122262158,1.67926230803725 +3.59309619178621,0.251244153733997,1.4566503998255,0.52492594092457,-0.318606309803324,-0.85439845199907,0.378634357027712,1.9783032831024,1.16544496763615,0.439203840724137,0.272984307363972,-0.419134137226402,-2.35858757445489,0.512408628947811,0.338650516004669,0.208005400248054,-0.298365486426902,0.989978807965706,-0.379042672587647,-0.298316424329236,0.616755660392451 +0.4457794549001,-1.32158726699617,0.975076936196071,-1.42370913141947,-0.744921011682417,0.357932734256751,-1.12896079150785,-0.66322434998665,-0.473440466475825,-0.409863044836118,-0.479112505514943,1.80333577150178,-0.590011653945565,0.385785865124329,3.3524948071475,-0.471147618391337,-0.0430917202065153,0.293563808423055,0.0401916118869634,1.38138956279676,-0.328076054752359 +3.48064689221959,-0.634422596430598,1.15450424913966,-0.145628455357341,0.0149531048662061,-0.0767263197832302,-1.2137066086965,0.294856371377909,-0.217314135064851,0.895548877597026,-0.722877451341668,-0.108361635096753,0.74321662843624,-1.66225739278812,-0.206268699647755,0.854389003713423,-1.08924774964433,0.719834171253534,1.21229276549894,-0.355780799018672,2.88696193391563 +3.48979651352359,-0.675956789809897,-1.19943109413237,0.100971253680273,0.787418706765106,2.28230090502549,0.131192258931088,0.177284893947953,1.19044362819643,-1.19397337317675,-0.430903066409806,0.862959752926083,-0.125618425721849,0.62646464289248,-0.225247159789424,0.536824420507758,-0.152155222289989,1.25638720979932,-0.82127832879127,-0.699653004665877,0.0152635446622202 +2.73417017710852,-0.936854070557257,1.38634920343909,0.994897468856638,0.245131495924033,0.209957137180105,-0.545927173431731,-0.646171277705201,-1.69066931348335,1.00447503300272,0.935099021723058,0.514856215363025,-0.0227149890840067,1.37405105328025,-0.503609150446715,-0.70471467504224,0.864060012196173,0.222808023537873,0.885591135025644,-1.40998002516492,0.729766157531329 +4.64875921859765,0.825629764525003,-2.10051144916066,-1.07185253877546,-0.0488219258318625,0.819798247347974,0.828413398000079,-0.427559919284155,-0.116972867743804,-1.13976327970527,0.493525562296162,0.449596256931106,-0.22746444649094,2.37310188101241,0.352411126288309,-0.240720556380018,1.10386628798231,0.93666442565436,-0.0073280736534311,0.464822590258816,1.47669164722414 +1.94818755190938,-0.0538171882164384,0.264405308035879,-0.14317084079121,0.233968063752282,-0.492768677538638,0.0549281250205022,1.4088173951387,0.504594165788413,1.85963236098679,0.138369858842619,-0.765255407594545,-0.437333846796841,0.101097094868841,1.01396313246354,-0.148592549928343,0.55253630425584,0.580594426126494,-1.94136200732195,1.24726021561026,0.391511955048687 +2.36965343759474,2.19269018194481,0.865510799439642,-0.158158610629688,-0.625769003703232,-0.242616883814076,0.50798645461412,1.76258489604854,0.0143484478748021,-1.18152845265701,-1.25082546646743,-1.2382983106873,-0.953342043542272,1.4852348838406,0.907756572050139,0.98177003701863,-0.4714244200248,-0.579730859986375,-1.26693611755299,-0.546960299721754,1.73044684224367 +0.708361769903539,0.614830175647015,1.27491246463246,0.855363453842442,-1.16224349965777,0.653938199858842,0.0259537437247405,-0.388194985920795,0.933781102264678,0.774548237976657,-1.45011537607082,-0.542296472610884,-0.477245194278405,0.23794015079351,-0.0678248527038356,-0.321546624857095,-0.346579671002112,0.721945139055623,0.42704991896273,-0.930071498802026,-0.173040459932486 +4.62376002842504,1.32641862246124,-0.688921290278311,0.376642411416613,0.633915063490173,-0.730174448250345,0.0217978700099895,-0.833153617348786,0.782957971746355,0.145364026135808,0.347185207397024,0.395733616919877,2.03674364222179,0.950375318418598,-1.22579566821616,-1.14848751897774,0.828675944100611,0.148450689482324,0.119995739709486,1.02420880042235,0.416319221587941 +6.35976268560854,1.05222436973272,-1.26666076239514,-1.76941694371694,0.7484464889107,0.613679226827079,-0.397655273369814,0.823612004497768,2.17545590114591,0.628455052063077,-0.0687779310640271,0.947875998414026,-0.464396823813412,0.9418141066439,0.81143040727389,1.10063343930868,-0.631371079304629,1.72814130137747,0.823166658579209,-1.51041780464677,0.285613336042266 +-2.08769470475181,-0.115957699597586,0.61389819172723,-1.0925995360302,-2.34020864247554,-0.675528276397479,2.71401564669502,0.137904048780521,-0.137269009208042,1.33499211976708,0.247136604766903,0.0250961717211561,-0.300126692481596,-0.436297877914105,-0.213390643756459,0.743548302276431,-0.92188252746666,0.0469038412008705,-1.35572383613008,-0.557564046873992,0.650792107505486 +2.85011435349574,0.231954118821202,0.108103835767645,0.816785042670565,0.842095520427004,1.6669441859154,1.53744809993228,-0.264174475193543,-0.00166367455508628,0.56960424039486,0.822417154698109,-0.65308939181552,0.340503512964395,0.558196783241881,-0.0101787526695007,-1.62523180066512,-0.350687009408913,-0.962669002185519,0.515797964313279,-1.83230205783857,0.912229561091133 +2.01485739797526,1.45812793037782,-2.02325100791832,-0.673141584967384,0.852003288461184,0.414066494469552,0.924708381303431,0.956608101661697,-0.208036713511718,0.72020001105996,-1.68443177064615,-1.02775583074204,1.50607596106227,0.163318424797295,0.164981178046872,0.648303550676699,-0.454576449573521,1.17709224668686,0.537172752897715,-1.13574836441155,-1.04346060683908 +-0.706032270678225,0.174577363641422,1.19949867997587,-1.15620595179679,1.18060720178027,-1.77784052382682,0.056899367882444,-0.330771329225539,0.0123849212215608,-0.724848454849566,1.23653575305074,-0.244721262367936,0.664614827993121,-0.764865377180808,-0.286326368835069,-0.0820762301533918,0.826941488619238,-1.31377704446918,0.135560909805953,2.10682147315505,-2.27754704713073 +-5.81513553679288,-0.552878228097014,-0.958123967301761,-1.10767767206525,0.100099503203074,-0.516070540850557,-1.16089693788858,-0.429458760017041,1.1020182123786,-0.271622967445139,1.04305097653115,0.544169443807615,0.510212215803798,-2.21449051250138,-1.00577526194894,0.347135765941302,0.469424493346193,-0.183408788614598,0.109053749707598,-0.845240172058468,-0.103891351455287 +-7.30312738370379,0.585678309974929,-2.11275523485805,-0.22661317979152,-0.707401266959864,1.61166716775643,-1.03468732019959,-1.68056125934432,-0.16772341739582,-0.253176533904287,0.778434608261729,0.759089210502141,-2.59768720072017,-0.690560980419945,0.387013997589378,-0.516358503195634,0.395505365626284,0.646024503557113,-1.34818348612378,0.279393348821759,0.116841900687875 +3.06781560753794,-0.0447924947553517,0.729302201162014,0.71275626827451,0.876362843236159,-0.718912237971851,0.936720472306198,1.12816538863496,0.209990833468704,0.571017797581399,0.4915003719417,-0.963199107173707,1.10452836316236,-0.829963804742947,-1.0064618935393,-0.17580291217461,-0.431639626924454,2.03827390785434,-0.853437352611017,-0.585147347111521,-0.425807666840006 +0.362806277378963,0.5674213540279,-1.08238186652845,0.233081868659605,-0.0262161034013935,-0.072325499413991,1.26765940128837,1.42265850133631,-2.25004072010647,-1.6562275195623,-0.572692645126114,0.811392048265848,0.97435923992267,1.61543977733073,0.0231845277683606,-0.286377601364548,0.0589272666605792,-0.768597009216057,0.240971798280848,0.0867911844381239,-0.546621144491344 +0.91341346844592,0.695401731539223,-0.267859237887237,-1.09819017585157,-0.196217152523916,-0.751263819930034,-0.0384577372663083,0.924639481066863,0.792372750108776,1.07370564558773,0.707438190558746,-1.52870206288006,-0.109000596596574,0.582827404579468,2.4452507785104,-0.906547860129488,-0.469175458331101,0.129289731885275,1.93543982135594,-0.92341312622695,-1.89961174754238 +-6.2600961900771,1.24035018094875,-0.496812654726983,-0.316912931605634,-0.208085501241647,0.752497258809432,0.585717235831537,-0.0521360816758347,0.98200340770127,-0.796298865950626,-0.877046064761984,-2.5528822146891,-1.16446904632152,-0.751700740454705,1.66360995424305,-1.15485695813918,-0.849509254681428,-0.271433131455486,0.117284025825967,-1.22096481420787,-0.907403180437814 +1.36181526548384,-0.0695193484194442,-1.53658732606055,-0.366329637011648,-1.04135191617677,-0.475602208991484,0.632154686587853,-0.158501162288121,-0.385712892888803,-0.328022237994984,-0.605814118400873,0.63586809289253,1.17154828253706,-0.7461000287566,0.149180563926818,-0.705453608802691,1.37577603355762,1.68034031205528,0.253260295313999,0.726770032477876,0.22801689878294 +-3.81553216652178,-0.234888752200037,0.27391883554782,-0.351083078672515,-0.565475578498958,0.77213022055395,0.541469828050824,0.639772105958856,-0.52594639153871,0.594381852326589,-0.824820684672273,0.26382372352289,-1.58769534750459,-0.0221865724527255,-1.77174849217583,-0.749523081670219,0.265149854064693,-0.829930809130709,-1.11340717240461,0.247756926394431,0.994056250906826 +6.24336689640905,1.56861573693257,0.0269080873672487,-0.855300331054262,-0.552784395826658,-0.162612165430669,1.19658347393328,0.139412315750978,0.273065222758822,1.31148369567637,1.72471364983331,-0.556741387457139,-0.973537046935786,0.481172586701077,0.296787735777485,0.115816789780067,2.28086763171278,0.157313339154338,-0.857372961516372,1.16125858683075,0.0689114766773042 +8.62110413510842,0.387138469725834,-0.713986058309964,1.75543355630749,-0.275615028611773,1.03618539587323,-0.0724898430322659,0.293227981313891,-0.406237222035141,0.296728510501162,2.68217370710948,-0.578032896285558,-0.920587142066953,2.20287304299299,0.881647599770973,-0.777599102062516,-0.695603508864988,0.500067476459958,1.67539214503576,1.73744878470413,-0.0177292564005467 +2.78664576592921,-0.612807055718472,-0.608222292531632,-1.00800450243575,1.43842206798154,-2.38302156021225,0.83693432486515,-1.24415379756355,-0.764968241791644,3.36259807173068,0.302190428460279,0.489912335290046,0.0421835380847115,-0.886027882534981,2.16983681331673,0.504710310672468,0.792434104094109,0.576579964799568,0.458025105745112,0.339234102647452,-0.584505468291472 +3.90134572645964,-0.147611082026153,1.08385342009489,0.894559463383683,-1.12573207396674,2.5803192141115,0.583014477740135,-0.384202508070424,0.569874574201727,1.49505884007781,-0.859109452879576,-2.56602758641714,0.109537548205107,-0.300646772002515,-0.537564941140359,-0.233201066484307,1.54955804683143,-0.448079352754144,0.287098626161019,0.879740448052573,0.439556608115089 +0.556519067758332,-0.351539612384863,-0.14888248992888,0.470584118330147,-2.36127287957044,2.04918804052955,-0.300296613470825,-0.0606362898601059,0.852685790718435,1.72296670779393,1.53030914609552,0.0353534450469179,-0.220602939080621,-0.404163177787926,0.571499033728984,-0.0406770575678894,-1.00869976633693,-1.01984250216209,-0.998233267556446,-0.380606182457999,1.07739854402005 +0.197534827759261,-0.539428819649832,0.257429022521163,1.28182696754948,-1.54249695972493,-0.929333200531289,-0.511190450138394,0.0214356164714994,0.41408057388269,-0.0675132271080863,-0.308608776130211,1.54461699599256,1.73309045649242,-1.04882500991519,0.365401231891977,-0.789708137313799,0.416554779800024,-0.112923871713452,-0.471064482313507,0.412046384710138,-0.372258235913059 +-8.77603277283431,-1.62434947806925,-1.14379902062899,-1.13182934995692,-0.437623411307569,-1.29969766610651,0.0515817998686908,1.05925895265185,0.711464142954959,-1.75822333196467,1.10372293050121,-1.85437580332311,0.297418509982928,-1.11489214982849,-1.24223602969014,-0.233122353461326,-0.413867953599921,-0.444697236120334,1.36047733754936,0.177990567645223,-1.25170932075133 +-1.15047924811722,0.996587603582719,0.86089055741296,-0.391341313404971,0.427638588903056,0.112285217579929,-0.534453058230892,-0.592126323591506,-1.31031321761842,1.92509900771701,0.575672002120994,-0.438712603760073,0.130632322663071,-1.30990125202313,0.917755153647323,1.1905795592188,0.0279477698146434,-0.637321880957616,1.18393383740936,-1.10337681851864,-1.48865588740666 +-2.6920209607692,-1.65944513025903,0.930051219201186,0.407598467340299,-1.18890962269473,0.783169229335882,-1.71436245537863,0.388461865798037,2.71303485661761,-0.427091557746337,0.925155339095101,0.0677433642917339,-0.840917273323551,0.491517986055581,-1.22955594707722,-0.725631520108214,-0.524553352727188,1.76049705016833,-1.85950707345916,-0.485897729327267,-0.464725279792421 +-1.80181399266327,0.708386116469188,-0.797457625152443,-0.0151624579673189,0.687878268358624,-1.4017663280627,-0.484534232179621,1.23313627495939,0.0492312478324166,-1.25354026182455,0.921198752241571,2.12917672782353,0.471664874769656,-0.782278976271353,-1.75865622046806,0.161751655816255,-0.0923599420264584,-1.90685648707202,1.00214077309613,-0.935138228669762,0.481812697649048 +-3.76376847684576,-1.72133812048754,0.962386388965802,-0.943120499999132,-1.51390575853867,-1.91023487191326,-0.450119927879834,-0.676568727894513,-2.01231529677247,1.51935239464433,1.14561877665581,0.192460073224565,0.912826876400317,-0.218178262278848,-0.983110616080773,-0.205413615177509,-0.229305218467569,0.521595465756871,1.39830108856062,1.6581370271973,-1.44414868996179 +-0.375619664228167,-1.94659714109231,-0.677157225649645,0.246972717145056,0.111275323049099,0.000738990609974743,1.86872053352653,0.321925210077598,0.455234136994606,-0.0579442069470243,0.370641304071022,0.199628521316286,0.854422716158009,-2.64019155805354,-0.275487891261888,-1.72088062120233,-1.17070800689778,-0.27350269819084,1.37927194599429,0.10135870034569,-0.437428709185492 +5.88434963923957,-0.924093854991773,0.687957711202111,1.41249744048631,0.519643413208324,1.20521939956174,-0.173959894560287,1.21705979189829,-0.178916045265601,-0.183722016505454,-0.736771125410881,2.35016865296186,1.1397831975717,-0.0479080793188705,-2.05934482469144,-0.518861822579654,0.0260946864876901,0.984213735752089,0.690296756475737,-0.33130015370654,0.21413298451779 +-1.54518761507272,0.415847105326159,1.23442464627911,0.00625551260872744,1.11560237597994,0.135949270406329,-1.79603412263292,-1.77750329705604,-0.096325862785957,-0.492221654322952,0.90762267103864,0.0388660276519281,-1.02209152373662,0.0475527858886152,0.81062509409007,0.0707995612334751,0.0258561910967686,0.612947534014579,-1.30524150674626,0.797331298745264,-1.18446629759525 +-2.97250977148636,1.15858399776454,-0.756992630316063,-0.754050135182971,0.251201094940592,-0.00316340538842154,2.39332589962049,-1.12994786424403,0.574634973224143,0.826341968280303,0.0582448112209653,-1.68276304590296,-1.82830686097017,-0.295853055410329,-1.53130087542161,-1.01900134010378,0.961686612840749,-0.690182768584612,0.136426339211541,-0.530852941643326,0.227512438995027 +-6.46761308130654,0.956898780521356,0.437707325159999,-1.60788977056912,-1.45224158133786,0.0676061434741059,0.0576273351762935,-1.19520517361484,1.0497096358233,0.750193643155112,-2.05714173818554,-0.474043826746681,0.459468272497264,-0.609665534009165,0.185752603066652,-0.241208934918751,1.36810485487452,-0.463318772638547,-1.29547622664719,0.29376032166469,-1.70637683666333 +2.89347014615049,-1.50123222495939,-0.430620417402897,0.0782960347463141,-0.161146378914526,-0.354291402271141,0.920385789647583,0.225160245346003,0.105162838544264,1.16966118092791,-0.471498981790327,1.74028687626527,-0.707616205407494,0.526430474360437,-0.293278597974663,0.131760625506956,0.50116164076372,-0.0847483256017929,-0.23316380349096,-0.171995074486958,2.44185981293051 +4.17361614638661,0.616214925243793,0.747610558525696,-0.496335908306409,0.417751387524444,1.07227887111966,-0.973985515206045,1.31690359458672,-0.153726551964316,1.70946938211887,-0.969394420399475,1.96994440042532,-0.836691250370987,-0.345242677010846,0.672087161547409,0.941637455730263,-1.02829667556438,0.327642061170874,-0.114660953814465,0.689991550688646,-0.5293968543457 +0.842514788453634,0.0867958504947447,0.313954188581403,-0.980654080982162,-0.288519438563325,-0.0197365177472234,1.9510325756651,-0.391823122217701,-0.204626055019212,0.813096968564484,0.461516817502778,-2.3729750403132,0.839420030859333,-2.54791887040528,0.764855317334674,-0.826784192978622,1.56946644083091,0.481448333564095,0.530781771728626,0.553068043332538,-0.51549002484977 +1.98263732442076,0.293257014640153,0.10638232911008,0.181275942112727,-0.283592548498433,-0.456110512512485,0.151106049340347,-0.02579228196083,-1.0230083784366,-0.329491327559874,0.441304162103402,0.508044387325862,0.0291798623626818,0.769249486435374,-0.439999358856149,-0.536782920872809,-0.328463962638792,1.45060636154897,2.10780698639196,-0.56542413522144,0.0939587012568064 +2.54266498649994,-1.18605794016193,1.49858055744418,0.426426680221408,-0.232589105275928,0.379965511382917,0.728952471052792,-0.756487906361029,-1.27450228981433,1.79812038429017,0.867168654106146,-0.647301342026274,0.488954553498725,-0.590913078110066,-0.0776438103875459,-0.0860483921994982,0.317110340092084,0.381756885311849,1.64166840482857,-1.99624497085395,-1.93076953634086 +-2.63877178737096,-1.10290039395195,1.87198836579114,0.154471177589414,-0.342171653206105,-0.975854269789282,-0.401218311701984,0.655024993699914,-0.0606304945493608,0.786521182514274,0.228193719150638,-0.483945825855834,-1.09167660270028,1.62723633788021,0.916144377401615,-1.3576332068463,0.0753964453585286,-2.41155629512315,-0.811816132084445,-0.315797511288337,-0.176854895135456 +-2.61569815218236,1.32898344764457,-0.267580113845018,-1.71521494228108,0.0625815928256228,0.52548846085244,-0.963109676204088,-0.550757477719575,-0.319644847958833,-0.116674025143445,-1.83263603644674,0.0292951017316716,2.76989253250665,-0.00344493338660669,0.244222066046229,0.613955186487593,0.805254145008769,-0.43700347953898,-0.829321020334091,-0.528873849259828,-0.538277184898987 +3.95837577688395,0.162513579554029,0.0925909228014769,-0.167098038631667,1.97530451365614,0.633676519130211,-1.57031247620379,-0.421376894446544,-0.500306472464457,0.598025387001969,0.587536879795829,1.40682902293597,-0.217945189542629,-0.205750302792836,0.884126399124569,0.600763197522064,-0.011638035939385,-0.0375728735176957,0.134090554789029,0.612832491462558,-0.424535799187644 +-0.345429723114856,0.797784419977436,1.34167996999818,0.363535715900445,0.0683209269726604,-1.39336745072919,-1.42773529470516,-0.513195637054006,0.821758958805729,-0.766122969242483,-0.639022726393875,0.504037023807462,0.162353577004755,-0.0150797264726812,0.357830913688027,0.336099537327164,-3.16447780243303,-0.580767820714491,1.17657508735698,1.60776097931087,0.169509300789346 +3.82598385739576,0.0231119753594884,-0.152118150284164,-0.765737878390843,0.376781621188977,1.39263273907513,1.14387468375779,-1.182109884841,1.00655739520763,1.66920132458344,-1.34682419704806,-0.151510701089259,0.772080468374017,0.0850607377444148,0.821625743920625,-1.77785906818407,0.481043362848633,0.658771970033953,-0.59678196951735,3.12062230381016,-0.301230674327586 +8.12028281598689,-0.245389734916679,-0.516460793178283,0.896061775277558,-0.043029946860518,-1.36596632579244,1.52073552459938,1.32429809589951,-0.0429187291681543,1.09540096693849,0.478559617251768,0.706746938622498,0.448250682769551,-0.607882519446416,0.363615238854761,-0.0620864192486426,0.804215598917915,0.487951010912983,0.213416356543312,1.45181108280511,-0.109968513292828 +-5.69087638968824,-2.4150182379673,-0.446169090012007,-0.974461343673444,0.160452970003413,-1.55614724053469,-0.611048177226478,0.275956667440821,-1.62427573208322,0.875851786670638,-2.24998484374309,-0.272567849446815,0.771278437007429,0.293793252530908,-0.690926820289436,1.99680782095095,-0.151738603181854,-0.05723975253286,-0.0320822290335635,-0.266381680632805,0.345313993927554 +3.87460468518394,1.2638714500113,1.17948401359631,1.56496700252009,0.436606662347781,0.41813560429061,-0.99780572810322,-1.41954591837894,0.522908884220471,0.484446250663043,0.342668055418139,-1.26042211923855,-0.774062828941337,0.42880044285385,1.20833763550325,2.42394224384701,-0.643981893296694,0.233885267203863,0.102551048539662,0.362052244547114,-1.12085295618554 +3.65748246621238,1.93028002249779,-0.136749673177198,1.54599460627569,2.0350624823286,0.807818363409191,0.60091209931398,-0.676319370164828,-0.553658051098189,0.483245199338405,-0.503820325140167,2.64591554403254,-1.19624878765595,-0.219326439387102,0.0577254746868445,-0.460872435815931,1.54868752646567,-2.28345478833085,-0.787688719907411,-1.99122907832076,-0.659918484877775 +3.2821937115186,1.63553583828235,1.2270936306603,-0.539342860976336,1.40302640525729,-0.377047478821892,0.89302552265052,-0.593451529941933,0.329847919176567,-0.301751386769754,0.0543775011177624,-0.487813377095111,-0.394835546671276,0.803067085608796,0.835137654118285,-2.07941636990817,-0.677644217309467,1.59082674108408,-1.25619207904448,0.052170153854733,-0.838545769285199 +-9.41474963513387,0.303009715962924,1.36019301478047,0.157639169935231,-1.98766978681405,-1.04007312975421,-0.125877261339513,-1.2264285781775,-1.06448145926687,-0.654016152638855,-0.0123049999905437,0.354875821913554,0.206019712905176,-1.90140654220676,-0.283981958471451,1.10511553962613,-0.828839755337325,0.227583768342855,-1.18677362827154,-1.26026133346721,-1.08188953683565 +4.70238652776214,1.51858705744387,-0.655431797702368,0.305961241844062,-0.581065612395573,-1.96930810828351,0.803334086567333,-0.352409741075423,0.723284729881137,0.955801077746627,0.262850302461296,0.0875741549798599,-0.507245184494802,-0.554612674070178,0.828919249672069,1.76721931930531,-0.338322506743084,0.816618871154181,0.121966466095069,2.13470001867827,-0.610430189200155 +3.01775709993766,0.961674511310053,0.646652023212998,0.16922701406265,1.92904844879655,0.0613940636242625,3.02040344623337,-1.80091732448656,0.422443448304174,1.51925970072572,-0.598045332843389,-0.201704634078231,-2.73163915947784,-1.71382172453407,0.265061382143374,1.04171145289245,1.38186680997594,0.120382482973508,-1.72956081218781,-1.36817186503847,0.34730961530634 +-3.9997110848771,0.407220486213922,-0.0715523315482962,-1.8669689424406,0.0552472575733694,0.337817716345536,-2.05361699462117,0.40666354855379,-2.02720199177089,-0.250725108907548,-0.78514436801222,1.65691829836119,-0.927731833199138,0.605549985492582,0.328622873882092,-0.527261100215197,0.415506902772724,0.457273631186883,-0.404548869339892,-1.65917180251651,-0.591555310675066 +-1.34132750141749,1.01783661504242,0.515941351640726,1.21297596301821,1.02229875264429,-0.747036792801977,-1.08890216147812,0.819291852095628,0.0650074574925263,-1.80741869776703,-0.172715558450359,-0.728792519570751,-1.24761929392003,-1.08198050645379,0.171778226264766,-0.609328850723922,0.761061888156528,-1.97861891680041,0.350866873328373,1.40510142639977,-0.00316030909219923 +-5.86381781378688,-0.0428268988048277,-1.93051152343812,-1.49765546300655,-0.659961928228149,0.348509986632977,1.29060725103649,-0.921550247446222,0.232146590358793,-0.22546129446963,-0.0982638879420185,-0.892507041334383,-0.461236667345768,0.309059432288827,0.428130167638043,-1.54840826072185,-0.626145907723615,0.679465947518608,-1.28310972647386,1.37634352452607,0.509034939607554 +2.90421379420001,-1.90688901475649,0.224162337107212,-1.88026164724673,-0.207333982226181,-0.730127353136971,0.328906953328803,2.61885776786429,0.850802146642742,-0.0583699187688645,-0.105939868313027,-1.29955397642742,0.667654487849311,1.24789852960273,1.12996778523965,0.0738608450664494,0.355530669642144,1.23457325702456,-0.488914751174989,0.62737523390345,0.06761652354533 +4.4824141436258,0.927212305679069,-0.314555790071757,-1.28313341554633,0.710650537221025,0.748595746417421,-1.13899508873459,-0.214983084958847,1.02220596157114,1.9115497213608,2.07989743643513,0.066389610218923,-0.492774327648262,0.731652891059068,-0.764174149647365,-0.288840894823934,-0.399628987212026,1.56108388286961,-0.388750961789432,0.777750545926102,-0.317009261042484 +0.0507087067616401,0.927517088674193,-0.484405367171231,1.31616533577954,-0.0532691518552673,0.0564197030915712,0.57393270803647,0.0752743472000303,-1.13285424476727,1.32527047583847,-0.472102253984891,-1.05057019828506,-1.19766750819074,-0.872756359883417,0.546180844732896,2.48638927931025,-0.337847624500793,-0.226558875984546,-1.70691144451723,0.509358228894422,-0.949897232691995 +-0.203648945627213,1.09909942526822,-0.877311607752378,0.490394117326589,0.285421555104714,1.47000005241157,-0.493381829493556,-0.415353296586297,0.0197937266522984,0.597286588105865,-0.298118685710811,0.271894356051998,2.10164047080902,-0.461371143102654,-0.346173257866667,1.89528777506093,-0.297297554508207,-0.844454929819277,0.440305099271595,-1.06335330742436,-1.92341865775981 +-12.393066445435,-1.63868046662966,-1.09854003853169,-1.0423665846105,-0.321122013492276,0.0529177738240644,-0.0504805690444415,-0.443449899572511,-1.92115212594009,0.219517401994924,0.850287997159955,0.337868683418229,0.0684415711139871,-1.11412384443267,-1.63820746397408,-0.466524738143977,1.69142007469032,-1.31704339057686,-1.85919966437946,-1.4615964987567,0.620849257649662 +-4.70456003529332,-0.744959284387817,0.444816195226566,-0.0195804040532834,-0.803274148746782,0.722920659364903,-0.0287158385883561,0.0337675677714492,0.314132865250848,-2.22143511319314,-2.36914068360013,0.889258289066224,0.46284390693179,-2.05530344512917,0.327271548376845,-2.03530145351599,-0.0755004458396696,-0.256789412797555,-0.862202993045509,2.02077495547687,1.499644315184 +8.11873824110812,-0.15193256985916,0.55186690281528,-0.113042888848389,-0.557699551474435,1.98471659753513,0.492678116780135,1.63254290552547,-0.913110894140564,2.00231901623934,0.569401492285319,-0.0453425446948987,1.37311347096476,0.909983561410517,-1.0362954204692,0.647156446209894,-0.797928549884576,1.40152848345684,0.893425458422056,-1.00525411061646,-0.0167740822060009 +2.78531223859505,1.86108499327601,1.40865727040201,-1.33097169776108,-0.690373799955774,0.554339344448833,1.76723589952354,-0.671736844513358,0.13566468322485,0.783606669623953,0.967260128409192,1.6433081663294,0.0501100148204743,-0.831622299820075,-1.00393069161461,-0.0188455588506864,0.979348645116952,-0.139463697172533,-0.283700296267957,-0.15298996609543,-0.535896787197306 +5.59755662056636,-0.602160257021633,-0.996983959171703,-0.0481679703231584,-0.158907451542329,1.61128639633829,0.456300390766958,0.271892844086628,0.388149837814629,0.967220017470804,-0.170395142440781,-0.158050212521316,1.74998256190381,0.906571316129251,-0.985656029690964,1.58199421075778,-0.393619188354302,-0.262925587286098,0.75858810420829,1.68994363450048,-0.549883667783421 +-2.96030685984818,-0.841702735616271,-0.547436503332148,-0.828177144256361,-1.09807854199503,-0.490105967948087,-0.512988013697478,0.0525642416032554,0.386134386192662,-0.446479036141802,1.49964667722502,-0.939715435293276,-0.467373969039559,1.2078157187145,0.25173192303774,-0.67789993295102,-0.274788493470691,-0.895861729248301,1.36113385778791,0.479818374866658,-0.0978166035268368 +3.70269109893676,2.36574305722984,1.11535620780497,-0.577982347364694,-0.24973591359209,0.680133334661009,1.69679078761897,-0.582156580514831,-0.108176592315396,0.117604066555394,0.818707311643498,-0.820127935217719,-1.5780678010613,1.33179551294693,1.600899904776,0.587834704656743,-1.13720592329025,-1.42422130830484,0.0261575815177492,0.386698608826202,-1.48895512371945 +6.39242318592438,0.0156546548224525,0.916217572507689,2.25562112654996,0.890426500520428,2.47284099646308,-1.72609497854488,-0.82139644979988,0.149595338342102,-0.254018851239434,-0.82405686307093,-0.754749568456953,-0.0626938334465924,-1.03719958167846,0.0212356142260673,0.0740738498925236,0.886302238824883,0.65164103048815,2.35269113543813,1.41081332939167,-0.480596123326223 +2.11473555278909,0.0434204020906002,1.65976572396753,0.522155122681857,0.346041281612297,-0.228946956740195,-0.597844650955975,0.489525010000009,0.904878730785038,1.12757626442267,-1.47961003372799,-1.68653651803249,1.32302058330986,-0.24267041444317,1.4991979730306,-1.87837964374421,-1.08225956535234,0.544696017413768,0.752998516900762,-0.121196884685676,0.119409916933925 +2.40860438801475,-0.777830666929181,0.0520693375933885,1.27727970320384,-0.148907588594691,1.55338786443828,-1.09946388900281,-0.0495076861396249,-0.51156535646307,-0.194474311635742,-0.606907182233537,2.21719174367045,1.65956204947583,-2.94457170743657,0.829527314853081,0.538463746250432,-0.92881426432966,0.106087034275181,0.519208745084143,-0.452422695144116,0.442199494488184 +3.29307169860495,0.935071125608459,0.796953990476389,-1.19984789730678,-0.811244732953381,-1.18458160495812,0.280821028840943,0.439732321592312,-1.3638982652732,0.510545567802296,1.38846701783226,1.50045448284306,0.537351575483438,1.21099176073929,-0.463653367848254,-0.635275924345717,-0.255103919450955,0.196202357893896,1.83186453002185,-0.836111212238883,0.0312855805548189 +0.454282316757841,1.43277370156086,-2.30979117982568,1.56246520063692,-0.702086302847898,-1.27291859578073,-0.726067992375416,1.77342880033872,-0.163771949605804,0.41910924562482,0.432570069448331,1.23012995328775,0.81538126410416,1.11684291828645,0.239541791931867,0.287775795287757,-1.53670700417282,-0.970061431595494,0.197193995766397,0.0488418898598882,-1.27362415064042 +1.08453267226659,-1.1747429871594,-0.0871935098304704,-0.278376176152823,-0.95074555007409,1.25809424259436,-0.398874662833421,-0.550046903503072,-0.46797417945675,0.589939082414826,0.0301593889272772,0.715394944438774,0.671697392177953,0.803966737117224,0.199847445024605,2.0057176320273,-0.680616058036137,2.03333891939568,1.82373997556884,-2.27078762298858,-1.6357384533592 +4.53709841308287,0.148893064085166,1.27693892830223,-0.538089483156313,1.48053648005771,0.763367036498008,1.14883511743424,-0.609967901859835,0.906868856716324,0.793062282788358,0.879245065923511,-0.383700615968571,0.543296161937282,-0.237349621994406,-0.22924046953104,-0.601315251129266,-0.210686740772153,0.0886912314555104,-0.233799703303908,-0.810793596891767,-0.324021515801562 +-4.11415124124331,0.804843297001367,-1.41166389658135,-0.444864562337622,1.37403911449763,-0.470721633978356,-1.01002696532889,-0.747152227404356,-1.30654571275177,0.233808133004912,0.0520787483614757,0.388296989058163,-0.329772151172885,0.396135698478599,-1.54347943655413,1.19761072138931,0.777147347351655,-1.27133961500513,-0.418282583926521,0.363691934986829,0.00542673714719228 +0.0518691405889988,1.14203909455577,1.36206995155282,-0.767158143972958,1.8250414687977,0.151139201073478,0.688269648143979,-0.0953097825680088,-0.490070074123831,-0.0556292457227411,-0.340038967842384,-1.90860314599236,0.235097849204205,0.473760566687591,1.19167625645798,-1.51792514085869,0.679418503295002,-0.969629249930105,-0.967345264758306,0.371525290579476,0.482223317813723 +5.83082721536861,-0.509617443082766,-0.378809750705903,-1.75931191644185,-0.753949128258373,0.350120326906163,0.728778662633556,-0.243975798017272,0.405128411600779,-0.0564300157618253,-0.336283404866205,1.19221434865717,0.221367075499732,0.271347348559586,1.42091811896754,0.656665033731565,0.106943734530819,1.41482167190141,2.10896759177211,0.900817521608445,0.249036509339465 +-2.14476607821794,-2.5762271577237,1.109425977144,-0.416540511683284,0.252250792305845,-0.48750135853402,-0.387347027599091,1.85829001443036,0.173678113563948,0.785860258777468,-0.259530114327849,1.00683982807681,-2.61991333957688,1.55607250544551,-0.518627404271586,2.73091359864071,-1.28209679262532,-1.12893488296878,1.23183620009528,0.27386636547744,-0.444944112284915 +-5.13146642757639,-0.190954440812338,2.31829901992172,-0.409277097202711,0.768500849394673,-0.240354547246226,-0.496383367147589,-1.3202801944751,1.07341616281109,-1.85821486081636,-2.21248163852611,0.389705292552639,-1.23343157739211,-0.0726646314897345,-1.17753534331859,-0.524427855476346,0.705198940641995,-0.476341846127084,0.471545808490887,-0.348744766564856,-0.798367330327891 +-2.80450037303828,0.338703481711211,0.413883243266153,-0.445009136961428,0.842262359276046,-0.507579368033535,0.520732465099565,-0.714896698103129,-0.770139187221818,-0.872841406586383,-1.52928050535252,0.283049291199468,1.00760409865328,-1.15757729876828,0.927688672727536,-0.881253115331486,-0.817988285303047,-0.176332381099058,0.240248690271508,1.97782517414753,-0.752627640438996 +-0.995765361441498,0.806367553429533,0.46514898979697,-1.35244307453654,-0.0503435898949689,-0.879657558459521,0.234157548152205,-0.207156685804045,0.215329792960573,-0.958412162474321,-0.19894439818227,-0.272566536496273,-1.73021619176384,-0.99925254245252,1.36972623976765,0.251156626717372,1.18196675419771,-0.715650592058526,0.340358992871135,0.381088621186978,0.270017708410054 +-8.74553898992177,-1.48247701908601,1.20670551445586,0.0471417704716041,-2.66605004848981,-0.765288278618664,-0.231473921791447,-1.06210957367353,0.934231670964904,-2.34021636164509,-1.42704183343791,0.391469117731572,0.677722474319817,1.16145936283692,0.315787624885587,-1.27514913193116,-0.921406340883387,-0.244356799380531,-1.35631716220576,0.404950842169603,-0.00966394687435303 +-5.49294021597093,-0.543070180552932,0.964543445723951,-0.372617514830748,-1.48551446242042,0.208922338903249,1.20950985740113,-1.1348983776165,-2.11995276030861,0.941966263955739,-0.492304559978616,0.10041424970412,-0.365322327631312,-1.41130421052263,-0.583411682847864,-0.870723394833117,0.647064502900568,-1.1503963491197,-0.718514697511718,0.882295801839436,0.475857026395944 +-0.278548699572474,-0.374702899273723,-1.57810021175582,-0.604954044240995,1.27674567503221,0.648311577042592,-0.69534732881468,-0.318828794132517,-0.873925796734669,0.408715171177652,-0.321920929360952,-0.787713540812573,2.67482250518989,1.58578194155265,-1.28056214906744,-1.6008676338924,0.110738170692171,-1.41601751233119,1.2102801750994,0.0392024066664525,1.63765478096287 +1.16687287185381,-0.512093711874091,1.29216182492947,-1.34425532952334,-1.02145373982935,0.858804750758611,0.45533136142895,1.52991560922657,-1.22669336462007,-1.74026698233652,-0.297823064862967,2.94587510498851,0.876664026851306,0.145375674392754,-0.103140608521733,-0.102678155444429,1.91204292363573,-0.998883436795925,-0.0333450111943078,-0.190602767932267,-1.09651723729607 +0.992098650139175,1.09805536313372,0.767969519976626,1.62617642973537,-1.17625538914098,1.72896779455503,-0.266729025333967,1.49856023085639,-0.728941214687386,-2.14120478321589,-1.80934128293361,0.40990691548359,-1.19750235036106,-0.420164154233956,1.68128949035211,0.195516498323171,-1.07170050058357,-1.505938296467,-0.175567878532423,2.0362589829609,0.452255072341594 +-11.4417261386029,-1.31666815566835,-0.802448013583639,-0.508004806450357,-0.638600159639003,-0.69972818799148,-2.13657710353682,1.63368206996653,-0.0315250605279899,-0.739725089059898,0.549765430791575,-1.49210503388505,0.0923391821215817,1.24212342271849,-0.485377275241126,-1.61339685494489,0.145897864288465,-0.243645688877587,-1.41180953073539,-0.737206229844043,-1.95316844258288 +-3.01226692169783,-0.650315638291006,1.1963867831704,-0.36740734197786,-0.575171536398087,0.925307201181653,-2.01815275545015,-0.767467725858254,-2.33075854740114,1.21759380200089,-0.301064718632204,0.451586081695056,1.00519403200103,-0.620029384367465,1.03933111672599,1.25486849035133,-0.0148690996511201,-0.932275995879519,-0.678078954604982,-1.76901291132881,0.362965623521161 +3.32615065132915,-1.18611492926389,-0.548838209545469,1.59157148886527,-1.20569643776383,1.05775252688775,0.446018864017799,-0.795083681169942,2.20600061148624,-0.888126073023309,1.41294788278324,-0.174609688744401,-0.64574251984972,-0.325915590928937,-0.174361119091107,-1.62496281580651,-0.234551757398343,1.32060663204543,-0.280850365685064,0.656608303953606,0.422809703991453 +-10.4796270791022,-1.47956391607176,-3.18745410625689,-0.894672333248511,-0.695358546237554,1.00885839376553,0.504486648875944,0.922083276690221,-1.99596533773689,-2.2373435334131,-0.0239824793479795,0.42092439842044,-0.227787467131074,0.164446887414039,0.495899066440895,-1.11068802876519,0.431271613640975,-0.988989272441468,-1.02645458095511,-0.058746305650655,-0.136499832268637 +4.1018810583298,1.08191079093124,1.0141782673535,0.0926415932145496,-0.465219161257698,1.09444490103656,-0.635862460291514,-0.755746644105122,0.446647027539653,-0.232845356540778,1.14299193977297,1.19445612064085,0.448291402760316,-1.77612178070324,1.0338970808488,1.43318698795723,-0.661248729736377,-0.619478380655066,1.57867153842816,0.0983571421521601,-0.667291254323748 +0.777622625428966,-0.591173116673932,0.259014490014888,2.6592943425762,-1.09918567196284,0.116918640071598,-0.479682019606674,0.493294201053639,0.327251120766322,2.24706254397519,-0.548834336286998,-1.21466464806963,-0.415141574748401,0.861945331096977,0.574159747976684,-0.0636850664766381,-0.227546743861155,-1.05594014306433,-0.823002794123103,0.549622428709436,-0.335537987993891 +10.776949074869,0.340662687178802,0.438767652215934,0.917037807208222,0.929213397055637,-0.177475824808451,0.583818335739688,0.591238592990347,0.940276779024883,1.50429996161026,0.473955209669724,-0.235619057009147,-0.256648595383476,1.65058262226039,-1.22110979457485,-0.910118808032127,1.77993090760277,1.45161249938498,0.765046476387043,0.705174678316375,0.618577750743293 +-6.31739414241414,-1.02475513811123,-0.806703248964441,-0.0380267359745047,-0.078707184078982,-1.06710693076553,-0.0786606831235451,-1.27796356425138,-0.886421981556538,0.747838016720706,1.89540770464983,0.0387482382683086,-0.179708987485299,-0.597733376408422,-1.53619800869606,0.906343298527823,1.5541123361511,-0.0509679793192856,-0.666942357992859,-2.00294896195187,-0.455347535392332 +-1.86451989642385,1.25405185800892,-1.25870943174829,-0.275467523540282,0.999459884599188,-0.658041418754702,0.376698249399888,0.390813704316678,-1.46602593384453,0.15725529765396,0.307346373391573,1.10103002892865,-1.15203513459607,1.74296003771268,0.0249720278366264,-0.497549540973391,-1.08229256626544,-0.874023630231028,0.0542209406138241,1.0407994164621,-2.11413344472901 +-1.18610674293954,-2.08313443750359,0.192116623083793,-1.1152542324185,0.311718754946469,0.23474769044974,0.102983441087231,2.60238250429866,-0.0205431455405052,-0.740959728736848,0.420804950850308,-0.658208137392384,-2.179371997553,2.64795544897721,-0.440925959310315,-0.612156952970578,-0.538225812925235,0.254897480460582,1.87984249523112,-0.0955164300973876,-1.09202663312072 +-4.01090309800906,0.235748419751775,1.40240528048147,-0.975296255573608,-0.155426015056014,1.24559685931782,-1.17316180352453,-0.26687241788023,-1.4671220715727,-0.328702460446032,-1.75898231329278,0.362805712874197,1.70046929244365,-3.20899630344507,1.01535002971896,0.153313196876985,1.23298521504457,-0.383189101177795,-1.11779208176152,0.144397581285575,-0.361970711451629 +-2.54380220336394,-0.512524115818692,-1.3306904693856,-0.0952543037282831,-0.0447968113592608,1.87214000564457,-0.393428799258407,0.723766524099786,-0.203109608844008,-0.838715891896535,0.128729931686863,0.635243307771862,-0.295806559778486,-0.409887460007996,-0.779939919071713,-0.0742474340674228,-0.19628942392871,0.593261701938524,0.199604172769321,0.0299391161326101,0.126183785213375 +-4.11922044220933,0.676571751907639,0.0543554273073741,0.400727948523649,-1.04203527414475,0.13607283653328,-0.230160263408752,0.221525385175477,-0.967946794123692,-1.09184265670864,2.28579687190597,-1.008049721587,-0.199652053046308,0.0112405724781766,-1.35828047473212,0.0647365027744582,-1.18949676520669,-0.116291703173857,0.107470145660179,-1.30747577999302,1.17253742243813 +-5.81502023127552,-1.09750025331333,-1.91596221186282,0.899421138588934,-1.33435607754258,0.299138876561715,0.178033123554099,0.542912277119339,0.658060420612315,-1.55851488114164,0.773937723637014,-1.42422825742418,-0.570371352355941,-0.0661711389312484,0.433414183032691,0.328139318018194,1.60065094303818,-1.06656442452475,1.25092013650644,-1.58078194748656,-1.68683174686648 +2.35068815405053,1.10233898465864,-0.585516316617099,1.21727731383421,-0.549328089789047,0.0177459816338444,-0.502550187412848,0.866099104787663,-2.18417867825801,-0.289004805300978,0.713952389744002,0.322621200471662,0.814191719123734,-0.0449763163791639,1.84370777368421,0.799757817275575,-1.49126443325887,-0.361518482992925,-0.644863861149567,-0.0461708971815641,0.421392205592589 +-1.62353397584409,-0.848894703533875,-0.382033483868596,-1.77375281639617,-0.572333415634599,-0.824021286802881,0.132019458392447,0.0493148693417833,-0.457628990692792,-3.07183649300314,-0.507211938174844,0.805556889755458,2.0598640107379,-0.792038921556204,1.02758681189872,0.43397222478221,0.292677125361826,1.16796520347141,0.863667226865832,-0.647979973557121,1.14083204516388 +-6.8407907327961,-1.11851003547539,-0.3247768126385,0.402321877327229,-1.32069422513237,0.220944421341771,-0.260157228232095,0.237360527145263,-0.68085752981512,-1.02955610853837,0.00435698711692118,-0.719234411838176,-0.180487857152119,-0.721707421585351,-1.98294635719867,0.177016278361682,0.335834636618198,1.40453512704952,-0.299982084108311,0.837202013064874,-0.961495271481888 +-6.08093050214851,0.802760268421125,0.584716301117073,-0.987819149324666,0.396662470970625,-0.107244442781889,-1.26454762582587,-1.69792012152237,-1.17697975561647,0.477579016564404,-1.07893870285414,-0.946586198832831,-0.779818053040067,1.94694057129217,-0.390387820926919,1.36842740952694,-1.4881731675783,-1.40564803431265,-0.760579636198522,0.506573647230474,-1.32654059200242 +5.11845857974083,1.08186088473126,-0.139267245742738,0.461654054219215,1.19388455081575,0.077463048293136,-2.30082254020833,0.0479960768443044,-0.154570350708415,-0.347649860978769,0.176712864384747,0.470449688161435,0.151374499412399,0.917695685740171,1.05711463891035,1.01796526071948,-0.424642639049231,0.921832369757172,0.071250206541829,0.3562113692927,0.593090829520165 +-0.00118511325651172,0.390339232812232,-0.124340312331545,-0.735422674366625,0.270263032458255,0.618352183459065,-0.938616687145544,0.169228893971012,0.19643170655643,-0.396969958541654,0.0151115589937258,-0.879337836132568,0.0571954531202484,-0.551889861283023,0.51629387377767,0.734274214471659,-0.666341434597219,1.06823750835705,0.647930028924738,-1.23812563570925,0.241874204164095 +5.92212374453253,-0.459305890939547,-0.873434987089974,-0.128369629871145,1.74600441686764,-0.851809776908422,-1.06107042290887,2.3962763015696,0.647510792838176,-0.0157361322595843,1.28426850973771,0.769733550044139,0.308024166363656,-1.7697822378637,0.197095146476414,-0.300239758361276,1.22819769779775,-0.975101535917816,1.02692972837586,2.28176156301869,1.88230176296265 +-6.33215739173005,-0.207593630941905,-0.428359839941349,-0.262176446299043,0.281343545511219,0.0891757440623027,-1.15105617075745,-0.674080738249733,-1.02428929339934,0.214114878607958,-1.01827787107527,0.42312727242378,0.615009983880507,0.912055520770672,-1.7812170210295,1.42748199292069,0.959959529246913,-0.808456004040038,-1.47561015882627,0.643828062192144,-1.64012028646634 +6.09346840360948,-0.170783129408863,-0.176085913045456,-0.319829521029771,1.66836497330253,1.25199715894657,1.77175752044869,0.160801127421761,1.44888437062036,0.0181469514097727,-2.1665457362948,0.758178227265376,0.22216329516658,1.75144515173852,-0.00582599709165427,0.768381436374017,-3.04103042572272,-0.555375319968721,1.88788533189255,1.08108586213016,-0.322929814196144 +-4.41536951084472,-1.4736378165035,-1.55906060628468,-0.458944935960204,-0.0780861468551363,0.0600340990220118,-1.57859698599,-0.559523670120217,0.365393601107554,-0.810852007951457,0.184078054367734,0.671959185099912,-0.98936995076542,0.518617204308126,-0.642400750468525,-0.321485571266508,-0.561793423458225,0.742655778582966,0.25194783170011,-0.53148681308077,1.0770340587453 +-2.74265564392519,0.107621495179303,-1.56130436535233,-0.472800896642905,-0.695702280444691,-0.514554169810614,0.459306892064112,-0.141600867713347,1.39851389791912,-0.257222054319075,-0.197904610152796,-0.41688895654264,0.482306509891277,-1.86964310604739,-1.22730574423185,-0.522008066931867,1.28987232606022,-0.409439076775001,0.487259507694642,1.1913829644049,1.1185465846581 +4.90612562621944,0.137484512996541,1.22161224962571,-0.456928246747068,0.541798253084536,1.42269945877285,-0.529483961084079,0.0557323069188082,-0.993360297183296,-0.0186469368625653,0.509495458448599,-0.900424658402257,1.05455850947311,-0.848748594569405,2.63981824101241,-0.0872586346964925,0.975864600377762,0.0828129548189088,-0.800112151328212,0.731761551464414,1.10617533697127 +4.98984251066245,-0.673787163852309,-0.444704753893242,1.5713930778629,1.56665732380015,-0.701234854497974,-1.8425901553918,0.374424455627773,-0.102453474311519,-1.35571508629342,-0.503950411435903,0.335691532860703,0.489744304353723,0.530308945950033,1.59771287056441,0.83725366078259,1.53865827448161,-1.30575993978018,-0.0304065963417934,1.66027913809167,0.119687582431842 +-7.61087322908068,-1.14231038602642,-1.00968537305694,-0.518807649958344,0.0426823337476951,-1.17515478994945,0.600018244985549,-0.372517177414408,-2.87761245935365,0.216063343497522,0.321575784739548,0.882643596135842,-0.535180031701615,-0.235027617993965,0.311863186273675,0.408757395131366,0.789193584626826,0.356788987634608,-0.217407994045276,-1.46925565728864,-1.61657977412446 +-0.0206799519334132,1.1754606600102,-1.18377431871753,-0.258224582043692,0.781024952888223,0.205541136798023,0.0685482292973935,-0.0875543170712621,-0.335935826107721,-1.36674453801085,2.17044059466469,-0.659695966905567,-1.64241298061007,0.593449786700317,0.376436291047287,-0.599041314669674,-0.266866632773206,1.06662257100484,-1.51643611742857,0.274893951932857,0.258806565995265 +-3.48143050949431,-0.474145647545484,-1.18761256594992,-0.892013600373237,-1.23596372348383,1.05483856208029,0.497036815587226,0.408223094021133,1.71578536835576,0.0756168076038339,0.662102662848594,0.410756001060001,-0.272888866254889,-0.815577234793506,-0.558074451599163,1.41437707600439,1.57945251569848,-1.71634826000644,0.01955246519528,-0.909216395030576,-2.53593334644089 +5.4700048902226,1.64430851265484,1.07326801375417,0.050426250783166,-0.0860084205030063,-1.05397791793313,-0.51508169278623,0.918253908150997,0.00859242423201439,1.3164550153118,-1.27014901954615,0.433420783727995,-0.515708429554073,-0.859854140362064,0.434444906571574,0.845911455025701,0.284031956962848,0.165305060864598,0.0780816740913762,-0.504003638471019,1.3601071078912 +-2.19558770431381,-0.328453640134614,-0.961725531205354,-0.22592228434194,-0.578270905517287,-1.3970987965825,-0.477009302452377,-2.18640614157521,0.994760766100325,0.303318039540695,1.60703987951336,0.0391406488722318,1.66294504581752,-0.743523396106171,-0.0376690162911271,-0.509642750332487,-0.569907616136164,1.3141798977662,-0.38631717065154,0.842800487195061,0.298576904110299 +-0.605405064808145,0.152922121516819,0.968151354665387,-1.7888413241857,1.12963154465282,-0.68272503611554,-0.275773202265905,0.828491649004108,0.375900992639185,0.0411376533445634,1.55850887149012,-1.05675448723104,-0.439876379758065,0.462919337166793,0.515109078462241,-1.27295703568426,0.424332595846968,-1.09415110197114,-1.3340665210715,0.472165378977742,0.0272821521658532 +2.61846543082832,0.755027420977342,1.55173991775031,-0.268703999046907,-0.227368237976375,0.376573532007364,-0.724084385170186,-0.810124058790705,0.945708868484161,0.303714466698632,1.30825628315361,0.117917548224734,-0.0786262587987917,-1.40982975531298,-0.867777572658059,-0.499814313116713,-0.173990455432934,1.73729206502147,1.48741100481046,-2.21192182564455,1.33302417300192 +6.13133868936193,0.929276730093405,-0.0592215633101354,-1.1185485914317,1.50893050590455,-0.281923895086115,0.391799396673374,-1.04659831975607,1.97010831742143,-0.365103554116428,0.700860138453129,-0.153261302342056,0.649067327645904,0.709476571036185,1.5126478378221,0.596713406674096,-0.0821326011804411,-1.24047270627193,0.0921422700657274,-0.318260848705759,0.644967495143859 +-0.00681276582013335,1.19074860224184,-0.995965876192716,-0.440821319114362,1.06366760327709,0.22666517242885,0.0538557553003698,-0.81442037023141,-1.32293795549608,-0.197557583556882,-0.0681561482893383,0.0147935153425554,0.354284137386897,0.805610995065922,0.322792264604865,0.973357979167614,-2.73319431689169,0.37856262263033,-0.439650904813517,0.979118348007653,1.42159774614396 +-4.69003034413201,0.239200372055567,-0.0549265833423641,0.231174893542567,-3.31889359829399,0.544723241803907,-0.592596052927463,0.551047072109936,0.282249543454774,0.34548276176126,-0.48442441932052,1.09142392777892,-1.00814940852211,0.741470019048574,-1.70188474296196,0.600118513099798,-1.92544559650232,-0.39969444918991,0.270459596699815,0.951030250344187,0.53595861797697 +-7.23387966354213,0.66050921539078,0.538330954979071,-0.787865694689195,1.1826595987941,-2.17891996680294,-0.881630624955121,-1.01679311369566,-0.183506189149146,-0.506915330080958,-0.761554734430513,0.999435204871631,-0.0654774854564016,0.375494943470676,-0.312132708569059,-1.09621624251771,-0.000872556088221136,-0.320254570251785,-1.21382840910034,-1.09336900013644,0.0821923812465119 +2.211677582685,1.43995048070758,-0.399376548707325,-2.30359937525009,-1.54706005260441,-0.436573449101009,-0.169188573442442,0.517250501612605,-1.67735745734615,1.16743563263015,1.20864072548836,0.667159061044582,0.0102006960669937,-1.53953725016155,1.57992965643289,-0.259673056378907,1.12166982553363,0.515684056270301,1.47136625974707,1.98806996088471,-0.655490915813588 +-0.854215097393292,0.354764205838731,-2.07559608099911,-0.383812518110676,1.48577354257311,-0.515729164138964,1.50011659638401,-0.762756760172281,0.885089527960615,-0.158291081338759,-2.60905910588346,-0.866823302084306,1.27172837317463,0.953093870874416,0.52019649792017,-0.66426583953958,0.132325114282527,1.31259086860867,-0.529988323797935,0.829932174661536,0.370214412600607 +5.72586660728705,1.5186550464595,-0.582301062283838,-0.60529982212598,0.4643128075729,1.52570304327281,0.168070630929175,1.25665780458242,0.597497984916008,-0.439964038527385,-1.40479607607637,0.375400433496349,-0.0695533560000293,1.10400991630466,-1.41730701528928,0.283119450965364,1.10053447116836,-0.232003678743739,1.19677564393347,-0.211431102191924,1.12977011795608 +2.36819828702678,0.300808794696801,0.0936407273354376,0.525742988158466,-1.24143857914674,1.38468771888953,-0.106306754842283,-0.854001426206876,-0.451974768887116,-0.40998298529456,2.43715845588999,-0.0332803337098436,0.439162620143479,0.47334184184036,1.09464848865767,0.00430612118184132,0.467723000522408,0.237584157194616,-0.508756020670552,-1.74861152046411,-1.69579792729383 +2.57338649045233,-0.930108582778496,1.18144765084673,-0.0628049756901449,-0.353125335595316,0.351183299373633,0.330307806725982,0.722420257410556,-0.990501263469281,-1.01388697652717,-0.422521318069734,0.394113369311932,-0.724253788310314,0.560888563434812,-1.13508533233518,0.772105541811765,1.46164349598314,0.0490232151155861,0.59351862367498,-0.723966508884344,1.12424326074609 +-1.18328345146922,0.558514398907142,-1.10877113625391,0.196286344577106,1.83203359231824,-0.654962842589247,0.146150539578501,-0.333941629788964,1.07632763517996,-0.0645382808308758,-0.794607455087435,-0.804931488028025,0.034772643541877,-1.01887085188294,-1.42664603825817,1.17730305524153,0.444455092220192,-0.0398244971427698,0.550111888047066,-0.143697697899405,-0.877858309167571 +-4.65022114946116,-1.49811321528191,-0.15095989021214,0.596951125281842,1.20645002261013,-0.25353537001059,-1.28373448424907,-2.01408226563461,-0.456729642043916,-1.42473091400087,0.240064089894941,-0.535602453966791,0.398910765217114,0.39117089676405,-1.07018550910902,0.112911777557586,0.459219769432434,0.599680258680032,0.933871424695039,-0.38584095371855,0.737431253584985 +7.04217341250616,0.511231407789783,0.673060637601006,-0.451460857896568,-1.68570806312527,-0.44635372199084,-0.0344688385455349,1.01459616286961,-0.145921365895599,-0.0695705924503491,-0.488337950260021,2.4969731077875,0.300009200307531,0.620185080234549,0.714861431173394,-1.5886706479622,1.18704349930028,0.392400052065283,-0.581709024260792,0.924087591197325,1.43938765030562 +1.42164202111145,-1.20913130739052,-1.08574472790331,-0.777053188320769,-2.14142583346912,2.27429390449962,-0.378913906509085,-0.334379232943095,1.21379668598533,-0.757856185601829,0.242648405259981,0.282790207822272,1.96195431025628,0.683919025296567,0.178684368699846,2.81825748027358,1.29208923952741,0.274465946651751,-1.79375911332124,-0.00151228311671232,-0.868501592043026 +4.87645620354091,-0.326330444021678,0.0870402610420736,-1.25233375217491,1.53538389493611,-0.565535893118514,-0.726340486014805,-0.148781088854507,0.108590466972161,0.795426639466777,-0.266712789798145,0.307766948532217,0.82624670523066,0.442975929090604,0.144438191285904,1.77625974264875,0.377442372412821,-0.155217062857223,1.02492010835709,0.604304057101637,0.576484374450794 +6.54906709806959,0.677647757938583,0.909291099202433,0.407827305520917,-1.22624438766115,0.588285321617616,1.10714418959336,0.104877846607386,1.1524787585663,1.26330246974735,-0.213235270891702,1.95054139828842,1.82981500400231,-0.324152787984852,-0.000862127932829515,-0.0469816286782081,-1.33005124534717,-0.571580893968684,0.165822863856785,0.911401802101475,-1.10108131683435 +0.315670651252365,-0.74756271994563,-0.16656566580353,-1.03766679846895,0.538314273276575,-1.21280026432296,0.304896566520112,-0.147973998074511,1.07254542848796,0.765271852381173,1.10286361214838,0.312021125756915,-2.01794452541854,0.413584193671276,-0.58097463946524,-0.425016855433061,0.586192537218312,0.0672354119232453,-0.254760901533126,0.641761843055326,0.127231291293644 +-3.74505216691392,-1.45437734874431,-1.44175727496863,0.750100675065378,-2.22578230246752,0.589238739132808,0.812707093466399,-1.29731369432698,-0.113465853111589,1.35990048874676,-0.461745076196324,-1.56476985106995,0.66892509421447,-0.0238449492981661,-0.724005175168833,0.491194059551789,-1.01187701466836,0.741062330875376,1.83957904620183,-0.902528092205556,-0.159658233006113 +-0.46913494863486,-0.100831137747452,-0.0402532880004075,-0.120714512791671,-0.170825512777376,0.358703704025921,-0.259659488494569,0.108992375778137,0.399443098498117,0.0449630385238019,-0.532016801154836,-0.597272124845552,-0.727041252896954,-0.102878644803737,-1.20700914620717,0.383966036672774,2.096672700494,-1.51822790919202,0.331860641132657,1.17621426197384,0.521191305554209 +4.92005194480008,-0.595800384567101,-0.758419863113945,-1.39996654505748,-1.6644912058847,0.468468273322402,-2.45444306464879,2.57607702985038,-0.234242884207002,0.199812906926593,-0.457047213321058,0.768410066051458,0.874135369146174,2.56497043500006,2.53328078923182,-1.14596269057641,0.0514647946638214,-0.422220417503944,0.306809122241227,0.597633424686722,3.45444052020106 +-5.3104474212717,1.14146594592869,-0.661005801910661,0.681049999237079,-1.71309367934669,-0.144306643075947,-1.01158951094988,-0.202032578439652,0.529288183809229,-0.259606019246698,0.430155051097905,-1.46399778138671,2.04836191195771,-1.16789005551314,-2.12124202076285,-0.68433040163353,0.00554266913863005,0.199349710156096,-0.0262290121557965,0.31122371157613,-1.46064203110967 +4.40358829790967,-1.09789470959784,-0.877790181658959,1.81171205316385,-0.320180920326753,-0.418188571658458,1.14773605214586,-1.40750545478322,0.260416773187955,-0.172555831492582,-0.464284712289306,0.97933466627667,0.0931391153933554,-1.62549802745899,0.313461384116449,-0.237250215985009,1.5716143656412,2.12935846748712,0.714095014989288,1.11571172624735,0.900749918424033 +6.26635049048426,-1.40252934910498,0.739785654860397,0.453123641763337,0.000159738679825974,1.40572976608178,-1.18432685604541,-1.74083544248076,0.402066569805428,-0.278707571644335,1.09745285398564,-0.45891714551104,0.487109401406971,0.201432196054812,2.03494889189333,1.14271505915216,1.53784934801248,0.445002622709004,1.74217137531766,-0.586514920863975,0.166269091325397 +-2.11532703651785,-0.759404372624735,-1.52647711837621,0.444101869300736,1.26173659844163,-1.23136125850333,-1.55111285282258,-0.428609611136426,-0.14822869513723,0.975690968198571,0.0186825893667511,0.333479272457972,0.254462051253155,-1.40958857231956,0.401959690479132,1.00969802108924,0.681113777556866,0.955890737304458,-0.866634317768116,0.119529112988022,0.382972575869441 +-10.2105549555509,1.43397995805731,0.0245676117851071,-0.281904904901593,-1.40017095592332,0.368248254601524,0.544057957880745,-0.941261451821472,1.46513169957449,-0.40997111594517,-1.38628390228599,-1.85151002049815,-0.981073850320765,-2.30117841114241,-1.37219079574507,-1.06323372572739,-0.197879267754998,-0.515160803801481,-0.507456473966548,0.0392118348967475,-2.39868598223391 +-1.73403314076029,0.863645243166186,-0.134547179965895,0.522529531975695,0.0112116686840085,0.347458596608817,-0.150057524590165,0.455027270658943,-2.71918532965071,-2.82432243386356,-0.231486787711899,-1.51007576580947,1.44105335349381,1.0050834188027,0.637896956577442,-1.30988645718495,1.10894543450438,0.846826166596531,-0.570278373097684,-0.225383032329111,0.452650075051236 +-3.9754514349833,-0.739430466119299,-0.204139318633775,-0.797684776318815,0.855905876508497,0.46809309201557,-1.21820610055787,-0.180057955479055,1.76105591911392,-2.42080761923323,2.02425893442107,-1.85691152371484,-0.427266669703719,-1.31334552723239,1.67781984755017,0.586988670177204,0.0936413269816293,-0.712947962404156,-0.47233548108397,-2.04765180208028,0.199559330879895 +1.93040391716267,-1.54253033806852,0.79133194601272,-0.502312639110026,-0.20608970080189,0.366899904599649,0.232009577974503,-0.303384399356039,-0.0858515644622074,-0.693498853393165,1.55162715754519,-1.00792384343792,2.11751889492273,1.86402017322251,0.537595825561555,1.03144839762196,-0.493949786861924,-0.226879480390855,-0.0814028993296948,-0.521001259568407,0.17389682613878 +-4.1532410193443,0.385154088763427,0.274823214601382,1.22506162219712,-0.350401578144634,0.398555036963807,2.16543656431337,0.256131300690348,-0.353522363593154,-0.904622683400793,-1.09800171996191,-1.05160673661486,-1.9537811502029,-0.257157499889681,0.225994090255809,0.24315716113249,-2.9125761388138,-0.411363141986213,0.244337713444924,0.737985491302725,-0.6405508018741 +-3.45046760066908,-1.45447799438124,1.16184231558585,-0.236507833044853,0.857922339663904,0.336145972782786,1.25594210422327,-1.27265706496842,-1.15131547504768,0.616506400964191,-0.890925016992683,-0.50466420294562,-1.15796410220353,0.508246753115469,-1.81700153741933,1.02772672739911,0.638552596126127,1.66852386371782,-0.178967379304684,-0.956864703037808,-0.803508907804028 +6.24077838467201,-0.148862766336315,1.36069843870346,2.14710324114105,0.333967083706856,1.94181702553774,-0.989546473690328,0.845025232706374,1.91159398458361,-0.707107248012935,1.46918815958683,0.200584356326099,-1.17525145135493,-1.40792223786203,1.41531468964158,0.188942485310363,-1.32055777481174,0.568354623502616,0.84284712545894,0.197740397717122,-0.439530248186712 +-9.00198519688682,-0.678642810181439,0.363001589351527,1.17979413612503,-1.74985469653168,-1.62666603988386,0.155026760856057,1.79262852719634,-1.62904173168044,0.205287606080815,-0.656802537800713,-1.81284788979284,-0.540502045870395,-2.2887992542718,-0.197597030994014,-0.288431343019277,-0.475303216843135,1.08395842365215,-1.76949358343548,0.317541931364632,-0.718102138893583 +-0.514994169828611,-0.397664708626715,-1.12891445922085,0.202852202914003,-0.261525276121775,-0.525057496022352,0.663738226618376,0.802653247628062,0.180786027222905,1.34328051505303,-0.81155136517335,0.903895194715284,-1.63167256729933,-0.263347641175663,-1.32332165583296,1.3236000922556,-0.253461875968927,0.590002969158071,0.625481359556326,0.349265121649439,-0.761788939323249 +3.95222123527386,0.39858805009632,-1.34849170436553,-0.409102173942309,1.69904363246246,-0.495514473474292,0.0688950138803202,-0.535349237209459,0.455516598946888,0.137894815612004,0.687409904059553,0.449683214980683,0.194629350528209,-0.797112725183744,1.89939534177373,0.363247692510934,-0.963509727421168,0.914283950210585,-1.57714572914041,0.208297278123503,1.34388303778175 +-2.87170953552619,0.603570937319009,-0.435712571107311,-0.751739165016568,-1.76282830715247,0.406353587857397,0.418623062530955,-0.191445896186826,0.182746652381168,0.510112212580815,1.38469018904961,0.147982082963474,-0.614000337573137,-1.90459283811872,-1.4188855302817,-0.797583309864162,1.09550230438047,-1.02745893630707,-0.27725731287256,0.111224227211845,0.0461217027099869 +4.86273522643227,0.287900258992188,0.714564531933819,-0.295679986238717,2.12578144398374,-0.0373766081565096,-0.39190548640883,-0.986672168123039,-0.648254989642645,0.325302864860721,0.00885495076686408,0.0316813073378242,-0.586262130071014,1.79944559776049,1.23420527468777,0.362402558707805,-0.723150005296819,0.558321390530072,0.37618456869102,-0.0661261347761977,-0.0352798608618332 +1.98844459086429,-1.62233059342123,0.137808915586001,0.268400918195975,0.434848319515637,1.83419846978505,0.930390196284741,0.493877719770518,-0.359050632914719,-0.0147611881298997,-1.14953991564156,-0.520007771226119,0.497034834084361,-0.48879878201512,-0.888223193616045,-0.937212861449073,0.581285893176885,1.94384435382803,0.257565167281287,-1.12844624310448,2.19483617837865 +-1.46136081298522,0.64338071097136,-1.83183162189442,0.0262646512811325,0.00141731893943215,-0.14905288358625,-0.394359314133528,-1.2459357067942,-0.615295167816443,0.129334822739011,0.335835530818464,0.682402102025868,-1.5767771827751,-0.286902654077057,1.18963134192346,0.572878615492576,0.617170554174864,1.33208514448343,-0.802436948233581,-0.479484148147036,1.48619181977287 +-1.93279651160292,-0.377644232683814,0.212203427712339,0.115450806683073,-0.218075272800419,1.17664386013075,-0.675286516287588,1.63328116579273,0.422086289687221,-0.861208689612392,0.4151245285125,0.499498027884816,-0.46317342774135,-1.6600288094913,-1.09754100645683,0.557359909105879,0.0602169704981274,-0.908064102817926,0.255372532795177,0.0444930857374282,-0.0035101224128549 +-5.76906520657794,1.11028033065504,0.0220390486711612,-1.03407636097847,-1.29794966957468,0.94246707360056,-0.256647928354173,-0.517172407064953,0.33324759075796,-0.391493440300871,0.0284903348123625,-1.5370774006704,0.545971417349084,0.552402124854437,-0.979262426137859,-1.62579125654633,0.0943636109993792,-1.08597734319049,-0.022746172922042,-0.11664575702123,-0.635926449266793 +11.8453083396616,0.386602714116006,1.85299636674974,1.13556599369167,2.25382599004416,0.70761573780185,0.408786314829549,2.00272702031802,-0.750178498163764,0.603270278216972,-1.28381106655423,2.79381064329835,0.295018776645931,0.324144542263455,0.189639620804419,0.482052183418825,0.353171859738853,0.932358219934665,0.374361920017606,-0.846888945827357,0.510318946381946 +-0.899777417791841,-0.440231928875702,-1.45040943595314,-0.762373202967129,0.195053553236043,-0.204116788287906,-0.548269639945309,-0.479665397448136,0.16740438911361,0.180470443548565,-1.11008628570564,0.669657122470048,0.708869735800025,-0.694010326552288,-1.8220031516425,1.37460783473895,1.94119429876625,-0.0640309597237024,0.921445297158809,0.68908058725397,-0.269543246089815 +-3.84322055425485,2.05035286816909,-1.67469745569549,1.01863681340633,-2.04074600197783,0.601237102781675,1.97034142013838,0.949626787051339,-1.07678691494665,-0.307894441201986,0.175713333154433,-0.330021917938616,-1.20426089838183,-0.120733632132021,-1.69499808124994,0.153445042822873,-1.46558184449979,-1.11511107449519,-0.0199594680694286,0.668047744356478,-1.8413513666136 +2.91374122086508,0.451474013284573,0.59603331732018,0.714604898906609,-0.438130289771379,-1.45504152875049,-0.178955818890631,1.27214384669161,-1.29605486437988,1.63972102746773,1.17299788674472,0.628793182824703,0.973004500958078,-0.753811629486801,0.366463981465451,-1.10895407644559,-0.189080931827191,-0.715156143338779,-0.173307491117111,-0.507862896606336,0.767388883642636 +2.74870339296084,-1.0423764803555,-0.296218937786126,-1.18902498410971,1.91525818999067,0.384073273380719,-1.62755049739975,1.21379961034809,1.04104213040909,0.887825972750916,-0.347621798219939,-0.223643501815124,0.0684709364877265,1.76143899694031,-0.766134175649497,-0.362996256920114,-0.88985823245162,0.0200666505890831,1.99646794804933,-0.551415366326298,0.348761087054306 +-5.03539486473132,-0.0564132472169172,-0.692774223468793,-1.24760211844513,0.373512308707547,-0.134647999158164,0.170020480478154,0.0514427132770504,-0.23644190246882,-0.296405750017762,1.46010381282701,-0.129699101994748,-0.639592302565296,0.966059609074416,-0.620891983449819,-1.86110790575016,-0.27468242873223,0.36353471955311,-1.07466839164211,-0.214949703241582,0.0638961036125884 +10.31175509202,-1.00425497197486,1.93855655775273,-0.215292527500999,0.740831577263097,0.543558630199807,0.85080476311625,1.816154969157,0.849051732458358,0.413237936134643,-0.0264589386031671,0.817822590688378,1.2186297325167,0.500612106546999,-0.729920084856678,-0.815055056981325,0.530219049148194,0.0622192757904942,1.09743108191082,0.451813367463559,0.356018139032424 +-1.01571723146383,-1.36563150780921,2.13896010477864,-0.0580257545388428,-0.555698305594416,0.392845513957808,1.84020016290222,0.660819311675355,-0.802229001640365,-1.04489610565084,-0.0382267753850814,-0.709204243514037,0.954120786855247,-0.144825326107697,-1.39261746204328,-0.597350124290999,-2.03810504654585,0.573250790146382,0.154979430574507,0.394082056489711,-0.144737435036706 +-0.599053440847154,0.228899408758164,1.30784651705951,-0.734628981490628,-0.305031298089902,0.754440373146527,0.206292439819495,0.3525312798743,-0.826207876077629,-0.527807915704633,1.66607931784659,0.290989412972828,-0.329905338303768,-0.767652634023414,-1.13488403721223,0.361190049234236,1.38733262790146,-0.781692991734373,1.34215162268002,-0.212856096855921,-0.863435775171381 +-2.59070393991811,0.246149747636898,0.955354917569875,-1.51596241398761,-1.44989194364993,0.490203957857688,-1.59978809806518,-1.22772365969281,-0.251127397180581,-0.211549385553334,0.998673235983001,-2.09307517955269,0.789322626082748,0.561355860689261,2.09053664396173,0.924116624830347,0.0517157876123287,0.937041083154272,-1.7745365702145,1.30913481454662,-1.95768536295346 +3.11115558745348,0.803665339724322,-0.413686249400507,-0.503718317035706,1.00089941232539,-1.03434579352389,-0.596349844455485,1.6562963008626,-0.606125686504359,0.32948208559472,0.0339130454338308,0.0470704148252596,-0.308388029939228,-1.2683959548298,-0.583339394472655,1.08248059429465,0.35612392055315,-0.283124135983964,1.22648767802241,1.31333454454196,0.49168563325108 +4.36522577161291,1.50801988356121,0.871273951548925,-0.787580283287573,0.199227510553785,1.26786174681939,-0.718080234977448,1.17148195798558,-0.638243677409052,1.3172214726029,0.33646111067444,-1.5821095078247,-1.13712432722982,0.299420635378887,-0.103023972573976,2.07993776486714,0.676395785741468,0.59373491846972,0.824748341610903,-0.500522276056728,-1.1424551774638 +-3.03664756236974,0.427872152655371,-0.40574145158237,0.904975124152631,-1.62246069138034,0.474304152737864,-1.97266165022908,-1.17895337116432,0.251120850155927,-0.671765932594976,-0.642243029864793,0.321296803403996,0.435217635254063,-0.147864181942369,0.567977502191715,0.0552831167023237,0.0978778063906,2.19786338222462,-0.700790571234703,-1.46198687776854,-0.232934330835459 +-7.05707379317337,0.00699768066188495,-0.875049727583207,1.3572381064558,0.210556917578194,-2.43708200034249,-0.526706440857193,-1.78776370362463,0.00973016054426729,-0.649999024595915,1.24992517370588,-0.933181112473772,0.295989914087176,-0.0501003476528355,-0.351236565229437,-0.46004213288897,-1.17062747317165,-1.07635489680817,1.93003451747278,-0.715105600356898,-0.84223772101313 +0.604422261901087,0.0868631829302779,-0.0575972004396899,-1.08197282031448,1.40517707427443,-0.417481097462623,-0.0809565407196548,0.551687122029303,3.00050164796133,0.159548219629931,1.13911373393658,1.42123350473554,0.0282930944512214,0.0761220505343337,-1.8666203710637,-0.192928355380596,-1.66469165300335,-0.857725149735653,0.64639314782932,-1.18940988976641,1.46569326652754 +16.2714389316334,0.865406708675207,-0.346956382702757,1.11503152535041,1.43719739270355,0.13535856221457,1.61514462492364,-0.353683747230081,-1.06448662479369,0.702335201570949,0.50949786522274,-0.606832177775965,2.53666782471321,0.12407823818705,1.05271518628749,2.03604614610382,1.02267315517934,1.11473507068419,2.15336010247166,1.33180015379442,1.34972499182948 +-4.91089404419694,-0.969429687592011,0.374878211952819,0.800354659162589,-0.0238809036453185,0.310781469071612,-1.06946167509007,1.63192656033025,-0.481814301132754,0.912317360517874,0.8116566450979,-0.08120962086276,0.0607377666878991,-0.342297217784443,0.375874599526252,-0.918925238129418,-0.597217564711726,-1.28916550805484,-1.69203611601952,-1.14661533143524,-1.49092566905517 +0.201218304034178,-0.89643623676282,0.0148764690356374,-0.282803884659681,0.218086080658053,1.63590241331657,-0.594260252181767,-1.13236949886909,-0.273159177402078,0.53347999300325,-0.644138503597897,0.0279714153537719,-0.604414352193237,1.48082280472872,2.13790713630939,-2.89864878263924,0.285787701855062,1.06661604048775,-1.04512536470364,0.0466821017401782,0.964817259490714 +-1.49033808682699,-1.01782117267064,-0.345221240627292,-1.10197982154816,-0.44007074449322,1.2822661522295,0.579957997088703,-0.400099142102336,-0.994118117950677,1.68313794296403,-1.33106114840828,0.394061319062124,1.08027161814968,0.0744342119254558,-1.10587154375088,-0.276949540346034,-0.168267983822925,0.95342780193331,-1.11204790610221,0.106125161234106,0.138256536485612 +5.99855857310483,0.920690312496319,1.0890597963697,-0.74867553216551,1.43505334123075,1.60826788707286,-0.235854637378598,0.0870507619870211,0.00345311525239663,1.70844717910172,-0.0629865088617809,0.132961781949586,0.977866459527109,2.15365219195036,-1.86632755528559,-0.574129459639944,-0.942088888434625,1.24736182089182,0.000682734257959561,-1.25751124873311,0.333816920026299 +-1.32368370309875,0.685844421454579,0.212091929088872,-0.508792741644272,0.115371331145616,0.640924242672996,-0.848882795505722,0.581998356891909,-1.33368169283413,0.568960349462421,-0.234979113852874,-1.80443704659746,0.853450898494751,-0.848905291662545,0.129799284354705,0.276020117430755,0.239976842013404,1.08139091231154,-0.00949457890022224,1.03562598078387,-1.4501376318873 +-0.118369909515625,-1.62631644203576,0.474356136578291,1.22304273384234,-1.37289992982344,0.532269343633548,-1.04718180196695,-1.80816191048198,0.217117214218765,0.923843788699111,0.370097932646751,0.59003919318675,-1.50213931427117,-0.518206256626756,2.10282137038399,-0.536897653362003,0.717169205440867,1.56810107144622,2.09519026396879,-1.06873401911187,0.297532546814103 +1.59864189736712,0.721700767688327,-0.491589913730625,0.38994557017317,0.0190581716821525,-2.05060296484242,0.85585429374628,-0.210253833102057,0.380900611914546,-0.24269129643404,0.0814505700182817,1.22509582533787,-0.389689604092023,1.07418580840521,-1.47232948223724,0.484306840541753,-1.53978909166067,1.87701567735284,0.375004844962729,0.545865974035869,0.79813683839979 +-0.111419948905616,-1.15980328968304,0.962068722265196,0.46661218110045,-0.494133701771518,-0.414257964223787,0.751331660531942,0.984931461627126,-0.726861224892726,1.55137001016577,-0.643191097351242,-1.70596975462398,0.678329554939531,0.853088691021416,-1.68198372740253,-0.742566716570501,0.0370298418615322,0.0701464748831564,0.435756550406354,0.921768998120853,-0.063324206555562 +1.91186911585727,0.166036677949007,-0.082315240460038,0.00451616823984067,0.0617238953810125,0.304094415313514,1.54663410432385,0.128357819773627,-0.154055610038988,-0.968013286379362,1.87777158438894,-0.968523146381618,-1.79885722342283,0.436825030032306,0.745990512840836,0.984349994611499,0.606638308304479,-0.766502253489823,1.91354824830012,0.14588356985507,-1.51016862905925 +-4.55500161762999,1.05355431324266,0.495820558716551,-1.24957562216064,0.46618282594468,-0.0145651604026069,-2.83326168275031,1.96058658374745,-1.1470351842634,1.96489343467039,-1.04054883141641,-2.05336943437763,1.23599722510506,-1.23876608456895,-0.137835076710294,0.126129254257608,0.118630845782277,-0.389503111665247,1.84879888197917,-1.24390091745207,-0.0945033757215929 +-8.59262877813202,-0.784593909522494,-0.212305162283798,1.1448197648051,-0.627690146548864,-1.89604106601259,0.281374871479017,1.00160131068015,0.408419413991908,-0.925446466509683,-0.851340786778991,-1.26463810976314,0.18406363298017,0.435267240780173,-0.85523313789811,-1.28552407852433,-0.580757510340284,-1.16477633723535,-2.04570386275035,1.25452806599706,-0.522600642092526 +8.38320923142378,0.563692209615575,-0.493880536424743,-1.11373233174447,0.140778918250795,-2.75380861238655,0.0909480561548618,1.90402232917764,1.04465392830229,1.36280018188721,1.20035735983188,0.959068457702081,1.08239119759436,0.100956480728132,1.32778512629604,-0.635975025600052,2.08971489293096,2.14592106859802,0.101781323978905,0.718839763729497,-0.907520221509339 +-0.603469296504764,-0.31778078241884,-1.20548275079456,-1.5553920230454,-0.424675576366476,0.494644800734663,0.256087439691024,-0.423710379928584,0.0930371093915719,1.59554591040029,0.329083186021555,-1.04124948080919,0.929507260619524,0.430248858474274,1.54013686140145,0.318760574391175,-0.286051704488564,0.594411070098579,-1.35890373345239,0.288628069496373,0.759349900254388 +-2.77111228184795,1.21458173507941,-1.38750614490553,1.32635635411068,0.503862849961424,-1.49404082359454,-1.4468380227942,-1.2889409775708,-0.126539424155027,0.00305612691900311,-2.25235506911982,0.675791772661613,-0.380970772916657,0.210398571089425,-1.07465589153975,0.0600172524711362,0.319597439523483,-1.52595315994988,-0.269459994343231,1.22765015032871,1.70286100364347 +5.53566204015259,0.650644820333254,2.25441181928742,0.410128384396083,0.023593036213797,0.508607883941104,0.467568658480888,0.0800137347003178,0.020427759270852,2.37443847225885,0.717491235847767,-0.590089631065331,0.432092642416026,-0.690850450244922,-0.322518822217768,-0.938688891877867,-0.0503264800227889,2.0066909927236,-0.831301859612904,-0.151040972351695,-0.925029308648189 +-6.59693135016777,0.584770660818987,-0.659056973127255,-0.147250145496202,0.280114912946594,-1.90775982562429,0.812571373834715,-0.689837253709753,-0.996688870466694,-0.738813524043163,0.715764203777825,-1.1915067339175,1.59207807732015,-2.38296891131601,-1.20698201062495,1.27691554224848,0.132783349996482,-2.39609298545676,-0.579987631797151,0.656119908703839,-0.21294845724303 +0.311250440315884,-1.75212115412639,-0.586795856320606,2.22202473931158,0.336521874471494,0.40770399133721,-0.806076145419413,0.316649332446846,-1.03584302733129,-0.770878756901065,0.661531575170722,-0.622379855358986,2.03673711948394,-0.866603980077257,0.413302417403565,-1.80784185625885,0.119683739208551,-0.219573131492905,1.05343541886045,-0.0187011391297822,0.577704661989191 +-11.2513087530087,-0.448670066533051,0.959933297654874,0.232697878780398,-1.42873867314428,-0.127402326977604,-0.390110120688896,-0.538919956434657,-1.94642052076697,-0.724588903585384,-0.798743651332011,-0.562309810025394,-1.33959141565765,1.36081211242272,-0.975116455594811,-0.635339197394714,0.23126419706725,-1.86598330987824,-0.877305498858829,0.490827437919082,-0.943719718420554 +-0.531450078741478,-1.84975615242578,-0.13579581454719,-0.0177188934121357,-0.983966377438444,-0.956252238910243,0.176429702381416,0.402818211338804,0.76031277438641,2.3199101802529,1.72677801719426,1.28922458758274,-1.97264578451525,-0.259548624634682,-0.452719422108922,-0.0165273895775182,2.12295352467045,-0.0434637621818849,1.65584080175884,-2.85876974139363,0.196386503808016 +-1.95350187440066,-0.21243018978096,-0.244364250134057,-0.601036123109798,1.41206322842156,0.597365660214178,0.132087028827139,-0.039219563429111,-1.38994671767882,-1.3463118291511,-1.27002282799487,-0.789488533084056,-0.0805933418071642,-1.79451747456155,1.22868592135571,-0.385851748738752,-0.208337991858878,0.0914250470156774,-0.0810200688130014,0.848631120581622,1.39880835453798 +-6.61364281495397,-0.234628727013219,0.360224889707567,0.289173371947101,-0.792534297827012,-0.0437250149042778,0.0359798620982596,-1.65845027765963,0.652582082854727,1.80433873546458,-0.864149204930811,-0.290197319169032,1.13898662608177,-0.523027060819899,-1.59860935429267,-0.249585632124884,-1.23151726828403,-0.197310463568473,-1.36396296848969,-0.70309185545017,0.258569785810763 +2.47677831931194,-0.365205404813139,0.70464444533833,0.511877915028059,0.125710184355435,0.414978291434028,-1.28359910796965,1.33281972690171,-1.16200376431006,1.03743767395672,-0.00185865413113374,0.89412581714624,0.670202530513372,0.206322541983213,-0.0634563977935783,1.50876865900383,-1.45357484683185,-2.3544937550772,-0.291052617333885,0.939282001337816,2.28571143927629 +-7.9428501587275,-0.342960093763543,-2.30078574675384,-0.291325916894471,-0.0976439599580293,1.51530393203386,1.04083013773388,-1.64435826045386,-1.20238883920121,-0.83083666219287,-0.616067587552423,-0.835817737343787,-0.066235516646438,0.157210203725297,-0.63764354958274,0.820592273685417,-0.281076065804477,-1.02897578763889,-0.675306427816567,-0.658269560269141,-0.0524697005529489 +3.75263960531049,-0.319941562739017,1.241938528592,1.12626170103227,-0.655105589297798,-1.49594394496643,-0.102720977647602,0.334612959141144,-0.399119273105748,-0.0799833944682671,-0.0855377241134212,-0.34628482724965,0.620938883882426,0.893025919270537,0.245562154487228,1.48732997952027,0.409381781002413,1.00835748637535,-1.19450477230681,1.15467939900129,-1.04728108765587 +-6.37376782243089,-1.27783911437563,-1.50316934470259,-0.865744016422759,-0.245608751404481,-0.335319682845316,0.0692853031879314,-0.954375801077484,-0.387949379518142,0.715257630744635,-0.613939333740385,-0.497606822118904,0.107942936191247,1.55828413960919,-0.780231519071503,-1.59400211212156,0.58878587507573,0.240425674169011,0.823551984121428,-0.304046001954159,-1.17822506326853 +6.42580058032908,-0.720405441224653,0.778027296038539,-0.281623469053723,-0.57151923426777,-1.42919254839646,0.579277675095252,1.87917519968627,0.02076437273941,-1.53270164054989,1.96068793784432,0.264509556889708,-0.49461780575401,-1.11996694477684,1.33830359913026,0.530107990645358,1.81744729930507,2.1334617075488,-0.435853937202262,0.0273703275117645,0.0769998272225557 +-1.83821967404672,-0.57673442617786,-1.05894275601176,-0.154949489469441,0.327954770639407,-0.410339607180947,-0.753973600570819,-0.535597299179991,0.0904318211823729,0.269211632049256,1.03953500910915,0.98513825651901,0.0178374213553707,0.109323708394669,-0.00580803330265771,1.40810909244269,-0.272323322641251,1.41383431887422,-1.48222867200875,-0.5524511980552,-0.698946650156607 +6.81595586586623,0.304741248232964,-0.325822751079526,1.4218490959948,2.70806552155652,1.93042807118297,1.55107043625793,-0.441989037366181,0.397824220965413,1.90964476499679,0.723925422860793,-1.22959584541666,0.0624777984637581,0.286113517450471,0.39338817900966,-0.180667255468344,0.522011446785143,-0.0256225842161181,0.139347209873275,-0.523883300148493,-2.13975036264644 +0.939589318120836,1.43700067454156,-1.50649525320235,-1.31116167343184,0.667310682445972,2.08525667999792,-0.498626233561826,-1.38643601181205,-0.353465873284051,-0.539317324766627,1.01500783217463,-0.841871845076624,-1.13552701965249,0.484125271800147,-0.76361971773822,-1.20091792615364,1.1778262741242,0.436491154565558,0.850810294441718,-0.893952883948723,1.66909797813895 +-6.64879084472901,-0.609274693292187,1.11907997707761,-0.134576777276229,-0.296395424532099,-0.878039719348714,-1.91298890341663,1.12859556420514,1.26641731441475,-1.85512509308642,-0.111386672267881,-1.14777966402701,0.153135840459654,-1.98470282540781,-0.610689674017659,1.75706308423305,0.67993485688515,-0.742062520917073,-0.427250167362323,-2.27742380514935,0.321729308013579 +3.80759792136555,-2.04916259301937,-0.223521191508693,0.402761011801294,0.575566931228413,1.6354787672384,0.310006343757344,-0.892797238548006,1.35434695892317,1.32117536429575,-0.122031813485709,-0.48291986000027,0.108405370006661,0.158029027036823,0.302763919897416,0.64703719485245,-0.754766755301847,-0.529826561872519,1.96015377892494,-0.599503407675479,0.379020278277983 +1.32171070510343,-0.345147839350287,1.28289368453732,0.994588479105847,1.14726338033793,-1.3784204672998,-0.793611833806191,1.25634258512538,0.277660984727466,-0.5872838776366,1.33235484274783,0.797553207826388,-0.220339730544016,-1.12799165574773,2.39242744736783,-2.10960936174337,0.736672186271125,0.0937960122072249,0.310970239391534,-1.39793302728355,-0.658987053316122 +5.98083839214699,-0.990897001946385,0.764970811988367,1.66936715617167,-0.863030158364694,2.11167643822318,0.524882753058687,-1.17257766886659,-1.34455306292206,0.793959670783957,0.679786782435955,-0.308096090029075,0.202850744640402,-0.209175619037208,1.02008430464613,1.36462976073067,0.761113991995527,0.574451406121851,2.1513845492414,-1.87552029769067,0.649746429906205 +3.55346795486692,0.506797515431704,-0.0451178293591878,-0.835540670283315,2.19439603202243,-0.462771152940543,0.542959412934764,0.403735576230618,-0.594471930080831,-0.0851782234136466,0.763236874606204,0.67438303865222,0.428907884613,0.00954681959315629,-1.37993554228119,0.15346733423355,0.142838718650763,-1.18543337591846,1.71691860493509,-0.517450764078114,-0.0844406376036775 +-3.20234083995186,-0.0779890861986427,-0.691953681741411,-0.26076695989863,-0.641360706866949,-1.22287218887612,0.675418336721668,0.182087228888736,1.39970469065073,-0.0468557758895733,1.36995570075397,0.383170299434969,0.518414052555439,-1.06742594523756,-0.576586319716978,-1.81422179836351,-1.16313213967346,0.236763919538869,-0.718400739691425,-0.101523684130194,1.03875436581592 +-5.26653582181965,0.50585422334413,0.406160775416463,-1.76055880314781,-0.649504104543293,-0.213590375033372,-1.01747978419006,2.33237334121119,-0.875045660159403,0.236849725886475,-0.59038672653598,0.988812937350383,-0.837576264613035,0.191697197806334,-0.669211894926029,-1.31343510042348,-0.0444782093513903,0.0757242383621196,1.04985870211326,-0.354746511996194,-1.43104283576918 +0.053157869112809,1.36123742384793,-1.15349537312125,0.898220615432486,-0.0839368504376562,-0.454211966643435,1.15528354075041,0.420851831117211,0.106723807004875,0.298074054395734,-0.238384216149399,-0.136285842149296,-0.468069287110803,-0.592286450347519,-0.680080427270845,0.0174854411220836,-0.283297261926063,0.273929924962879,-1.35743506700213,2.07942490457527,-0.605626172362211 +-4.31786205144536,-0.241619636101935,0.35948466008964,-0.16965216825217,-0.795250779929991,-1.51501830170184,0.490570430036448,-0.0142291188482886,0.0413387743413532,1.39415333603051,0.107987652251503,-1.37329492459925,-0.140814744647802,0.211084574703218,1.36746815559867,-0.0850746611256566,-0.592860716514123,-0.857557141941074,-1.38484460051834,0.487955717361337,-1.5908956980058 +-10.0126232445002,-2.11988437022474,0.618354295969934,0.255306367151458,-2.09958575132144,-0.755991943024237,-0.0159478486669983,-0.937632646979444,-0.697726504878363,-0.871521654259571,-1.09433153687599,1.09589563111449,1.13009070201431,1.45922171894285,-1.10345935605232,-0.918735401691742,-1.04233256761017,0.793844858299452,-0.289769731493629,-1.44832035669234,-2.33969164718688 +-5.27941306249839,-0.661563439458412,0.579802296153105,-0.280520956670509,0.219895156987947,-1.58271275224477,0.99968979767345,0.126137890685562,-2.01620164908793,-0.358292082707505,-0.355925019468202,0.208258492804682,0.574282217045953,-0.126472396224931,1.01743750893388,0.956472452810309,1.1965809212435,-1.5352239491593,-1.07235359097392,-1.57823440967663,-0.434552681179928 +-2.41459169420351,0.318012094215114,-0.66588870753592,-0.0356772643318267,-0.719938205576243,-0.73482934172214,0.457686407453885,1.21970807207646,-1.0842180669772,0.51291188758128,1.53744819447635,-0.991687326234489,0.11294786432623,-0.977786406430094,-0.680353016973337,-0.371533087593741,-0.141714085439733,0.367506391590394,-0.594827997868456,-1.05606842647025,0.70516332773371 +2.85472110418907,-0.0983784176468444,1.23072559258202,0.445561430535079,1.80965317272919,0.732272144032377,-0.574543515465498,-0.527328241538374,0.436763451369667,0.55296389106571,-0.443027388606339,0.74974709258723,0.916167152502006,-1.73842248596305,-1.1824534174679,-0.072510640302866,0.122966247741249,0.452438702376083,0.192616129513496,-0.843945718363002,-0.721023732054177 +-5.04791136902878,-0.037110578490914,0.941881316304981,-0.734434175196912,-1.58616842748961,1.16315544676998,1.89607186319075,-0.545377956863759,2.28704102323453,-0.931240530116567,-0.0212456097461046,0.161998363184811,0.102797842887837,-2.51546949878436,-0.529707516472223,-0.240817458764002,-0.727422534946169,-1.34322058037573,-1.15342365588677,0.565455689148963,-0.0998198319221549 +3.24755706358497,-0.947165861000534,1.4503185110655,0.844031137047498,-0.2371630064596,-0.752178493018038,-1.53087182031362,-0.456249591544663,-0.568755167122359,2.56429736628668,-0.25119954361242,0.342159567273165,-0.168018747199369,-1.31999847295503,-2.3010738940595,0.57763297811282,1.02597863000479,0.524149421214059,2.00199150503091,-0.443462407988982,2.05606180034992 +6.59444655987483,-0.545116394930786,-0.874417712422536,0.586157476560168,3.09810692196785,-0.144910513951592,-0.179603581321884,0.0674442993591805,0.976115655166497,1.50114041454334,-0.550708246508544,-0.0957009257501716,-0.560356018283314,-0.117549673974846,-0.205678471669907,1.36118539856521,2.21774344029474,-0.684206296195886,1.14065524667717,-1.20041284488009,0.4009565247808 +-4.49842913032155,0.581742210670273,0.99601821583586,-0.417399336900497,1.02414861055912,0.312199210165636,-1.81957854117195,0.858500728019543,-1.49427427600965,-0.137935391373422,-1.10986445368227,-0.801253788176178,-0.531328046210572,-1.42241128647814,0.102599055221414,-0.191901787227965,1.49547240735169,-0.179769750528831,0.302077845239613,-0.468582159155378,-0.509235233115659 +-2.00746724416403,2.37295308943167,-0.226287251428065,-0.66250894499773,-0.975554651571508,-0.17455173241877,-0.324433595806859,-1.89991850621393,-0.208492912180633,1.36726264227255,0.413740759791565,-0.794016691314883,1.94777159314942,0.451597977919605,-3.21162627607809,0.104928712988323,0.2331960609386,0.683436467370412,-1.97680466935079,1.06362211488584,-1.00955637795972 +-2.72684060880881,0.984822917894692,0.88672399455343,-2.08766060735252,0.33844006807552,-3.04541307892534,-1.4571546277295,0.142019996276974,0.524125192066424,-0.0994726113491171,0.122101040337972,0.889181585834111,1.1488436323489,-0.725443499401479,-0.731610630917659,-0.0992925430156403,0.550413451780663,-1.75046337668617,0.364401907562283,-0.104220168812548,1.81026705722539 +1.35010427730206,2.12344091809535,-0.0259364925160435,-0.0305228327855187,0.971519503732631,0.147236254282087,1.73835184194914,0.0861902808156532,0.356521741321782,-2.31274940908908,-0.835403800157973,-0.750181667899664,0.512781054235833,0.914339241826086,1.05977802511338,0.0866115079837279,0.671265772305109,-0.776698384367764,1.00251912806432,-2.32500792711292,-0.584833527898319 +6.65840567397037,-0.577163746857828,0.208281145083271,-0.935928721665851,-1.43842670025409,-0.1127293720825,1.49288595167901,1.82322806457982,0.921830208960977,-0.292808263694542,-0.275446580324269,-0.616666484134575,2.47333315586218,1.37050228218262,0.913721545746685,-1.49865765961489,0.399693941551576,1.21580136026528,0.229848909298889,-0.512233398747484,0.272542275752881 +4.89278899229837,-0.925226557318694,-1.04004817096471,0.46632083539156,-0.347182623323833,-0.0974608080067755,0.355042147383592,0.596876672078826,0.560500346577481,0.30953849142394,-1.10661306488272,1.68511029648253,0.110682101079799,-1.12259669995335,0.814970510080743,-0.249845319157239,0.365329009642513,-0.154200737958251,0.418178779250772,1.27923492267457,1.71013252567307 +-11.2837289172331,-0.115234702014957,0.916163828615701,0.555898335098318,0.568743488428614,-0.312838047434101,-2.07719240879411,0.570198373781666,-0.436964297905416,-1.59474847494161,1.01132465075457,-1.23937338280336,-0.770359167377242,-1.99827429707995,-0.639866468084772,-1.81739072917622,-0.961672605411961,-0.999779217880752,-0.388850453298174,-1.15970237261987,0.942107224288512 +-2.07593890425929,0.90351797927822,-1.48935750907078,1.15369609948841,-0.768675523724472,-1.76201973355178,0.0191937305054153,-0.139668414005011,0.387610784866935,1.03447007552304,-0.802046219466439,0.863499991902241,0.34540852534336,-1.01374008686707,-2.55017106580002,1.44010437342579,1.52158322279901,0.463266132085861,-1.13684371678631,-0.0849395160563149,-0.525883238698038 +7.84314493679083,1.27551042560431,0.618856997880389,0.716109146155393,-1.55255940671726,-0.567917499886492,-1.30798468407402,0.171935889032796,0.420928098561357,1.08782817479021,1.65783694782775,0.734609746462044,-0.369481350150972,0.227639124197722,-0.418020232530217,0.252833508338767,0.862548744727827,1.5835360403069,1.02624270193357,0.150785179434393,-0.201582180883565 +-4.7687049192207,-1.97581951155636,-0.0794407189959519,0.541432698259798,-1.00169661977367,-2.91866408759971,1.38200507298092,0.904950248919829,0.77356716540946,-0.42894307983749,1.1117259219925,-0.118365760997103,0.491397492194947,-0.77388094932909,-0.204963157185051,0.653658746171603,-1.82991856052649,0.960816599430863,0.313736934846345,-0.492728909914386,-1.00764532687713 +-6.52509697645846,-0.605766262380735,-1.43119687342748,-0.468997198766578,0.504863484058539,-0.68885828207489,2.33933729653214,-0.263609442343693,-0.417458703624296,-1.14205597593443,-0.344466143884407,1.0435843794814,-0.458964271683499,-0.29587785168674,-0.769401213002714,-1.45015857474373,-0.0934013511853143,-0.0324444855646437,-0.371878873714834,-0.739025052305137,0.855063877911391 +0.731101089188001,-1.57789432947453,-1.83901195112094,-1.57113781171332,0.494119720438245,0.669339840965578,-0.32113253586006,1.60720497371989,1.13496539596329,0.319600639464963,0.714594679535285,0.583017624399576,0.25817612289636,-0.871908435664754,-0.630393868345482,-0.0515271366291913,1.7130903201977,0.723409013649986,0.294648098453415,1.09193029080319,-1.28677101399257 +-5.39838650976311,1.12581253551792,-2.26228662183562,-0.153710335891714,-1.05393645430602,-1.17878604848436,-0.135866577776289,1.0223736941267,0.700380958204618,0.112404866087423,-0.507453615267167,-0.231453332923857,-0.0862487696719797,0.600507807683418,-1.35515246542826,-1.43599936374508,0.58548957656037,0.417674460245357,-0.982854947642185,-0.734500241130884,-0.60431481691057 +0.663034150181238,1.75643086982229,0.869412958204601,0.710382853834392,-0.0791736869605464,0.231705504445411,-0.831867516743874,0.325861746100156,0.520129723615418,-0.880805837839018,0.291498129962594,-1.19954133631173,0.676221286438338,-0.332828545808918,-1.90801750398742,0.765570129037263,0.232346295748556,0.456181440660597,-1.01483568782212,-1.11527581467028,0.961212143771401 +-1.93580152015333,1.18147029791757,-0.373874955372416,0.216246006170086,-1.21630146262127,-0.142940990647873,1.0460105098823,-0.412092587951674,-0.711929756836,0.0822682911810084,3.18291475036215,0.248261279281828,-0.0175857157029187,0.690625880122967,-0.459381019258472,0.995853039008062,-0.689512935649131,-1.84478672878409,-1.48533926235001,-1.4759910757214,0.29558941872531 +3.32964864736425,0.0806449232992652,1.0919225791339,0.269615746966165,1.09052585984895,-0.335308675758709,-0.857176877014265,0.430054693025301,-0.988020730467119,0.333911622493654,-0.71182992435037,0.664154229945416,-0.0977785873528532,-0.0207773596361495,-0.374074239390628,0.629574737629438,1.26142655394384,0.371573167211442,0.250133134533849,0.305889626656759,0.152441839809323 +0.978052767574644,-1.57678167364501,-1.03421767813408,-1.5511740275219,-0.241945164443098,-0.229437772307841,1.08182562829874,-1.72011205197497,0.22702305170003,0.939133946131098,0.777169375623754,-0.50784997881354,-0.705294621162684,-0.00116915942243367,0.611395120259943,0.655622987332687,0.604355436778599,1.05213632918938,1.32313161468409,2.09979491933495,-0.386646506499322 +-3.38968000720713,-0.461701072815871,0.406719932956365,0.480828859873175,0.650972153354436,-0.443159842037423,-1.7148514119543,1.2875596147499,-0.772862014529497,0.570230442827861,-0.215946654576803,-0.10988807541971,0.43282025786041,0.149635357443559,0.445893576502729,-0.506724257048294,0.109321030078351,-1.60220557371733,-1.45461407976339,-0.0986043288449509,-0.876951040053132 +-4.54155986823461,-1.40348431192419,-0.562993932358833,0.70461974199178,-0.0763345807996039,-0.108801873395177,-0.797401715118391,-1.8276895599605,0.354162327392529,-0.740202103285946,0.890625475041574,2.17792836680855,-1.05323078735856,-1.45286917233873,-1.20345762613294,1.80556027226834,-2.08847007352955,0.977260173102631,-0.0320954715739089,-0.798641623462098,0.53278768006956 +3.00264786754814,1.46529955100873,-0.466824756088264,-0.335104756986506,-0.783559434042271,0.541341468669241,-0.966786128965846,0.274341292495941,-0.669420304356934,0.451759048585309,-1.17387121573772,2.38607235839025,-0.47098236775485,-0.703018419215504,1.56585749716684,-1.03796394819344,1.24586382074396,1.82118824124133,0.452372390546366,0.188630103829041,0.46891029467754 +2.25346679852293,-1.24465112690755,0.593307217799615,1.8328859558961,-1.24832638388504,0.0663463266096933,-1.74534589682892,-0.112789465907713,-0.0847257341864714,-0.252027009437607,-1.40353435912806,0.631586677837317,-0.0566695359721964,1.57633309003198,-0.544677793055359,1.04250132068529,0.18561566160727,0.519124865586234,-0.468833826065156,1.56725028010485,0.314389857697675 +3.09214673281307,0.652591898766256,1.45117809275578,0.563441616839768,0.46357003461733,0.454938420718886,0.298179445257429,0.134309117287165,0.856235049540079,-1.59938571350601,-0.222572392563777,0.327388277489082,0.120965734424292,-0.443156287369466,1.86987557312494,-1.56629968530268,-0.697476860521531,-0.821105289470447,0.984820799411155,1.05633822968294,-0.493560236103673 +0.22139723344444,-0.330994069771853,0.541883276189208,0.939586133455733,-1.51051950660053,0.378338862418104,-1.07859042328984,0.941781012456032,0.244359395469743,0.364663839168611,-0.924835020809059,-0.117966299183265,-1.07416621003995,0.490777439887697,-1.16904794038739,0.385712974890685,0.335262148073883,1.88385937854605,0.408213978145488,1.27817529529648,-0.728923452783236 +-0.195180844565849,-1.41991475872054,-0.0601832862409345,0.657142190103641,1.60030680608192,0.286776066885689,-0.268971746145087,-1.51560047155811,1.1852833953255,1.45568694038207,-0.498040416104205,0.567830817641848,-0.403675012905937,0.0261331669073856,-0.848666064930789,-0.751387891825567,-0.837453621230914,-0.290706575010276,-0.732153695736633,1.88691368234546,0.054550859350442 +0.378972530315362,-0.232375612170235,1.04079891528602,-0.62636351893608,-0.542569145198389,-0.363027487509226,1.75076985916308,-1.17726212788101,-1.35284316024482,1.63220649385653,-0.139013725901866,0.731186663648409,-1.49903902879952,-0.392593751955866,1.63027394294964,-0.0550214631424999,-0.167570624492597,0.301354726541324,1.55289772573135,-1.42587071215751,0.645828704910517 +-0.528573828947868,2.05938995618191,-0.0564968985213263,1.48968114484459,-0.577750031862109,1.23945695250146,0.838521262773806,0.17801916643854,-0.302619287591275,-1.02838014469019,0.514590287940036,-1.59249223794633,-0.93673315459758,-0.0577302788667847,1.42161052075939,-1.69309002171638,0.181865598625682,-0.843201424370961,-0.171320135143353,-1.02434432762091,-0.718126390834888 +5.06612393187713,1.7002836912016,-0.0390138109187499,0.234170546741669,0.699060394092147,0.282259438933747,0.896697600640228,1.05499969464882,0.448275326047836,0.65970878314531,-0.350470809939548,0.645582851387628,-0.884429976671586,-0.446681571621078,0.314475601760283,-1.46046822717613,1.17808781830121,0.342551153166411,0.626743790352068,-0.233802641348662,-0.857544855422018 +-2.38951640830285,-1.7406571411885,0.257656232825844,1.24639624638969,-2.68586466260391,0.134297958370308,0.0953897260613181,-0.357151773510741,-0.00794303001279081,1.15080548140663,-0.479543101004673,-1.15063914963976,-1.49211567926989,-1.75663459171201,-1.21454153817424,0.289780962400741,1.43195552246364,-0.208915544068499,1.13428506945314,0.870626813944018,1.54428800007671 +3.67768302086544,-1.26835763969468,0.191412392399575,0.226834983816387,-0.661321751789942,-0.539140179614649,0.370606170793727,1.45088402695226,-0.285915090698818,1.21500513554159,-0.224870341128855,0.30950812383154,0.113975794352606,0.857367251963098,1.30650465575107,0.59591107030713,-1.65423593446549,-0.317618477341774,-0.247988950134803,-0.0289064593106077,0.46603761856325 +-0.411083023680715,-0.986757092672769,0.0240938235023544,-0.844343325701611,-0.567005435195755,0.69217809818586,-0.500913632189021,-0.888365060889141,0.301312482930504,0.861615237477413,1.07453896301323,0.245666846227845,2.48216743496293,-1.5061398188991,-1.2222407195452,1.52611968029187,-1.77544420951854,0.992080973190871,-1.27374524870591,0.524204237849838,-0.81955347186155 +0.521374454899256,1.07119842121803,-0.706102766750937,1.22414396617683,-0.945120990731451,1.43114578113607,-0.693902293615773,0.78939998777731,-0.363704727387098,-0.498775223005293,-0.272583465833432,1.07239869064352,-1.71413598620485,1.31567679160552,0.227903097785344,0.450602285907232,1.67962844896042,-0.468270623147584,-0.927437824881044,-0.724653789546085,-1.39707933968549 +-3.65736278135799,-0.441666199153092,-0.359198056208445,-0.180956828740955,0.493261094171893,-0.588045424086434,0.639165564454681,-0.144928711480472,-1.16838421453731,0.0429798139220955,0.013654990151934,1.19305546634618,1.04709823123317,-0.937033936475532,-0.0347715563856297,0.209480729227364,0.705264368053078,-0.640002458195257,-1.17259673999799,0.529836253798369,-1.8823782543669 +-0.550204919753962,-0.134022931732265,-0.636878386501822,0.299032452939061,0.274489963559326,-1.0964006971811,-1.34438986576258,0.735682804593292,0.119919792853929,-0.386952847146462,-0.336237382338739,0.0712660525133808,-1.87637060968712,-0.579241990221594,-0.304547514103665,0.815995291031933,2.11303108639367,1.14343503247062,-0.879552434149008,-0.454728247411259,1.22139416996783 +-0.243386468244464,0.739074391353971,0.266827003099042,-1.49849005735381,-1.01077944808648,-1.19844761065255,-0.563213784997315,-1.10937201379766,1.55613555189276,-1.25540936491237,0.262136013174886,-0.585845030044297,0.269575849731136,0.403842064397296,0.47412091714188,0.266014679082975,0.545338227929185,-0.549999469474228,1.2965576850631,0.600671536184328,0.626000611430407 +0.444794502037307,-0.772888556497505,-0.106214750343747,0.378151120298999,-0.973471723305408,1.35982466325771,-0.474890195701446,0.0452684098953501,-0.947200435887436,0.587404796868554,0.134446343878056,-1.01651863603189,1.75949226789097,0.49474495695983,-0.629750000225914,-1.25284444890649,-0.176799197559321,1.28367710487885,0.2804616639992,-2.02181849893752,2.05602098299269 +-0.818298805378467,0.377841367789018,1.30778879577802,0.556815341195258,1.7080466047226,0.646129235514818,-1.35808892685437,1.0125856861719,1.17525031681402,0.393964370952613,-1.62140560521516,0.0364416269042161,-0.314316426530923,-1.75303454644617,-0.865173055128302,-1.96672797789723,-0.563402982983727,-0.51804981475113,0.400460896685987,0.594407680464557,0.296088709183445 +-5.29516968948132,0.35411267862117,0.236528896238704,0.828344876846328,0.363953170190558,-0.316232177796664,0.902792438090732,-1.49724679230637,-0.645388510264307,0.911971728079789,1.53143274787831,-1.7214235326195,-2.74761149492709,-1.14716900792174,-0.461104880111886,-1.93298482158484,-0.373569759981273,0.31889647466845,0.333492785241416,-0.378815129047447,0.483724500319214 +-4.03645459092574,-0.101039266131578,0.290489269249253,-0.646777955534911,1.36741365012582,-0.191764840720722,-0.722457312125593,-2.30512641365023,-0.559052904697018,0.485513557223226,-0.300506404281589,0.444895737046375,1.36494314468394,-2.07348835547018,-0.15158276272032,0.826903155239855,-0.122538299967171,-1.93648118701993,1.03587721356877,-0.541930669412607,-0.271401044348122 +8.51772408374711,1.41467392261984,-0.50327280945202,-1.22331112978806,0.816334198561986,-0.13128998763137,0.0292284548748811,1.02295832065485,1.50558767451455,1.86505301562712,-0.571911422844441,0.576070718152609,-0.881754423047071,1.54789473049215,0.0450705034353341,-1.19104747351202,0.709778978803335,1.22152574605454,0.260338354583357,-1.28884710039731,1.71066293125361 +-2.77092458765996,-0.508656994895791,-0.804539542251526,0.471411283122525,-1.77350166620513,-0.504019272450818,0.300314811963374,-2.0535020926219,0.353188298210329,-0.0116314584144531,-0.232048845855487,0.507841108693838,0.759476111751588,-1.04114077240515,-0.941914926778499,-1.26431884494801,0.72006449958208,-0.524416612836725,2.01567700966307,0.651879627904321,-0.179589637381969 +-2.51257223370727,-0.0262609560865984,1.14807725476937,0.431013894068087,-0.450785152427593,0.166883070313375,-0.762465983139897,-0.40059527279932,0.449066257306533,0.798213384893541,0.622392227986176,-0.657873501351422,-1.07229692765024,-0.722892874645967,-1.08451465877095,1.14499885171208,0.334796518886067,-0.835739472496192,1.5990687813711,-1.76910733200928,-0.863213363013512 +-3.59004885223651,-0.922380486060754,1.65762522500374,-0.424462422455659,0.773701427142951,-0.0166079097933643,-1.0935111108597,-0.921670220006268,0.230400134303323,-0.435360540195166,-0.984729049832878,1.27190590573662,-1.90629171765821,1.18101577251059,-1.51235653328652,0.639940144258546,1.01693373290652,0.786279986404239,-1.29273719069755,-0.0536657800120132,-0.699763444362759 +-0.702926020988239,-0.407826204739122,1.28883094139086,-0.480041926177946,-0.352363599273403,0.32794101425375,-0.656958449586101,0.809843983083314,-1.08428964112138,0.190433471330436,-1.20994201273899,0.867234257061005,-1.00524957130547,-0.361851484030486,0.203248632123973,0.613500136463292,-0.910515552153706,0.0873770932039724,1.83271439355472,0.419112902586978,-0.300640402963126 +-7.67904091118526,-1.51281251689373,0.375247309799254,-0.0293581301052957,0.254031433145445,0.236994398852351,-0.889168495969471,-0.738844510384579,-0.191817460437219,-0.740026703477203,-0.106186748244958,-1.45095198473464,-0.835086872889058,-0.828095300452516,-0.239525882905291,1.18567811533016,-1.43519948570441,-0.147985402879977,-0.486386038184275,0.201129678775886,0.0332904537585944 +-5.79686564797603,0.254410259095287,-0.552015027766341,-0.684296752335313,-0.170227420951634,-0.744906016527463,2.43886613955211,1.18322880807076,0.506169515122804,-0.852208787721143,0.131273616789346,-0.153252704694803,-0.512661398674797,-0.306831809745349,-1.74527700181649,1.80086224328307,0.187725808263068,-1.60784666712054,-0.500892620623437,-2.11620696221739,-1.58682745894563 +2.13440363186102,1.56739714245942,-0.944049642672333,-0.495709341066016,0.0421744620686343,-2.21790909599279,-0.489445209835591,0.400737488870008,-0.220672733072425,-0.652305949917523,-0.135646374522496,1.00389799386545,1.64730725526005,-0.369307536264884,0.290055914452897,1.1213943872831,-0.265987401388298,1.16855717416329,0.556750767340598,1.18437605822224,-0.175089955066288 +6.6867959993868,-1.3412789506501,0.594180811071291,0.760931158367303,1.33623909383161,-0.550629620185071,-0.178422044420762,1.44193156103108,-1.69196398543617,1.68533874512703,-0.126449610862416,0.696428221950496,-0.184278021792244,0.782526922462972,0.0895659882264083,1.14745200175154,-0.320468473121794,1.60998722891305,-0.902954338110913,0.857315328849733,1.51145449982885 +0.628572905434813,-0.935171446569976,-0.502918221955439,-0.0840249382247375,-0.927683926245522,0.790153291629222,-0.38424546228033,-0.35280527023602,0.96157101595267,-0.00065148856532146,-0.778784459868925,-0.0512182798193162,-0.977108503692093,-0.887020998697314,-1.0480767071013,1.58501040068025,2.50762689155789,0.389311931036532,-0.390495614491519,0.30221425980941,2.04422359623102 +-3.22899346217816,-0.0457230900837087,0.148468660482441,-0.771102744741934,-0.570932727372634,-0.319998614422728,-0.116342432354309,1.00301010290637,0.503915939216668,-1.07881952221704,1.33233764452608,0.236199339023492,0.975289713782298,-0.306092581208475,-1.61405139721554,0.572396696132344,-0.491150487074679,0.716795990886263,-1.11762303226609,-0.304811021983367,-3.20259666602657 +-3.80630399401348,-1.81947494651928,-0.192775801023823,-0.604229061098665,0.264546833820041,1.13692861094216,-1.36315569728871,-0.816199083754119,-0.142508931437413,0.328173251224921,-0.53909139457904,-0.54003050126422,0.950094612976953,0.74369981170233,-1.35232179488137,-0.0298986168647548,1.67162281063184,-1.1636092537596,0.692570250885914,-1.32251881640701,0.666723302625992 +0.717369556412745,-0.630271168854022,-1.14411622548016,-1.01781694166765,-1.3500932486917,-0.614065598567761,0.267129805088265,0.35697826133922,1.01084194224997,-1.14433388302345,1.46542316260191,0.199711446092482,0.105824730557218,-0.907085619627647,0.65826923717565,1.57913543372659,0.820382730265234,1.17721850535736,-0.422298272831755,-1.06101191763125,1.41582331573816 +-2.42270676242394,-0.376031047123471,-0.611722145810382,-0.86239746791458,-0.478529491115841,0.514746183413416,0.648593987616596,1.51721989625943,-1.36355215367182,-0.783756278532099,0.824410289332767,0.294097674895042,-1.05067201438078,-1.12122975930663,0.297491843268884,-0.396994597404583,-0.0803446484095341,-0.201540726112793,0.752628404231743,-0.110392136752701,0.0267905061855195 +4.8721076389268,-1.10085160324405,-1.01925993017872,-0.166847902088913,-2.00078547016931,0.168347813508829,0.758436933009849,0.0015711312019179,0.0858152277317868,0.211370957086124,1.06256884601837,-0.288232681041018,0.467273980941082,1.78377265928795,1.03202251395933,0.502138023953438,-0.642752734490673,1.70730818192332,-0.103479950548601,0.577945499545228,1.24225743457279 +-5.80486173981305,-0.221775263392614,-0.966613565918871,-0.201159574179811,0.0529897054045508,0.381308225228356,2.51586937197463,-0.0958599776800079,-0.164918355988848,-0.959557376789544,1.09689136258524,-2.30849892169691,-0.643300251205804,-0.441246688096723,0.2673289392362,-0.876174929470551,-0.519176527285656,-0.707782327247516,-1.39138093640475,0.271140917358447,1.02650400599146 +9.09079295140658,0.832991711022084,-1.90016763019627,0.374346736330884,0.370945131116011,1.38800662737308,-1.11924096488814,-0.796842455241057,0.533242931620933,0.395264214257863,0.0358027527859158,0.761434559112078,0.77262508315678,2.17697981318211,0.308553971165688,0.120290892968771,1.70831484911531,0.373821463667794,0.895989135249756,1.30225060108831,0.370297067737366 +-0.415527726002426,0.231566634827677,-0.0188137941326583,0.496434671949234,-0.255564746724238,1.74213134249168,-0.745752057607532,-0.334170856664267,-0.359342601919056,-0.32972082868751,-0.00621783894445318,-0.0108542252961747,1.9127184466117,0.0602927728915782,-0.477778406048332,-1.13143914356919,0.891313346296209,0.100899475093998,-0.369480914354071,-0.183502315914596,-2.50719846962625 +0.142247309492911,-0.292872370001892,-0.243529204654018,-1.48090360126763,0.0995144093419701,0.386554825039917,-0.857798851328641,0.358973175191759,1.29502517042247,-1.53548962105241,0.148726855836808,-0.321697886132227,0.948979065508916,0.413438184373773,0.0141312881991164,1.30629089443908,-0.594791146627435,-0.552088768841363,0.759476838395284,0.836436264893345,1.27813512136075 +3.5244608681635,-0.320507321053683,0.593360808719371,0.209396928254686,0.218937557512781,0.232697966221135,1.71598932875286,0.126585216198494,-1.16357127706929,-0.322006869317432,2.5033119187676,-0.831552227830673,-1.32231159329425,1.93977327429896,0.267302261161605,0.178354579496515,-0.724131387181422,-0.8609174522255,0.617562254664579,0.924978617879928,-0.775244764402841 +-2.70468203412992,-1.72866497320129,0.812343894994161,0.0322455688434056,0.0430335957411894,-0.292025225756948,-1.52035946659851,0.428619297466924,-0.790215466701468,0.731711566064267,-1.17409392947668,-0.312610958026437,-0.777736728181765,0.217099256997112,0.53770038053998,-0.957060528613874,-0.539003186460952,0.891184441451046,0.427399116292993,-0.580219509103498,1.05495021244736 +-4.11970339917908,-0.5101790220206,0.839471731307832,-0.160961455419278,-0.434016428847853,-0.776655672794487,1.22018647970147,-0.634832828464691,-0.0989009421654134,-0.461624519991136,-0.956573180432781,-1.57144393090338,1.01286340592168,-2.67583668139086,1.00823644474945,0.602505368431417,0.0770817606541058,-1.21208450291998,1.58163101673308,0.128459928073364,-0.820807843437221 +-1.51273254331765,0.14627132095567,-1.75075730689544,-0.48710392487852,-0.576877136991183,0.180335647973186,-0.838401547350472,-0.283582930887798,-1.71528530626771,0.438811362820906,0.629184887876387,0.00594895877269329,-0.801580239008392,0.375313279478528,0.311062160592285,-1.10216851029909,-0.196953660359739,0.209975481944224,1.93742955758831,0.429693703183396,1.77438840200693 +-0.118822494054002,0.365980941669487,-0.0971302372721825,-1.04961935182707,-1.03755050912368,-0.690408573366506,1.05370071669967,1.24060577902569,0.60991234834688,-0.813258768002908,-0.49272150374023,2.47579761226352,-0.171368950523781,-0.261071152955981,-1.51024614780835,-1.30953404314367,-1.17708779198927,0.584553877925888,1.63766379239309,0.241014488420641,1.12345747176174 +6.96394946222738,-0.645349245525056,1.4342330833554,-0.0972496946086011,1.04814463191144,2.15873653758773,0.866019716966787,-0.527992034627093,1.58167305801478,-2.75722622856929,-0.210322309388798,3.10011624353288,0.837463797277254,0.283907994132732,-0.909668122557771,0.182769692324912,-0.713312128366903,-0.740135644314378,-0.3581278904665,0.810008550408402,1.16441350105072 +-7.30127155810216,1.03200595941691,-0.819162779350293,0.0260364921518942,-1.14024733418051,0.263931838214833,0.669736409231987,-0.523739717136612,0.153791667895302,-0.381634467491641,0.410763356731313,-1.30681233580596,-0.864183089808886,-0.504536192280629,-1.09020659448862,-0.571968159195111,-2.03395089946575,-2.00827831575806,1.38868318007998,0.857531296838945,-1.38191388806054 +-3.63199100621003,1.19742539774233,-1.11059847927345,-0.341235318116211,-0.503341164863039,-1.76727139800371,0.502858772048431,-0.414878905764184,1.56467028961466,0.264883110496904,-0.821874558774958,0.313943814406343,0.677290920827861,-1.34131576080059,0.573206500110471,-1.263955315211,0.546394621608468,0.0641200791823428,-0.442139820869723,0.925385845464031,-1.7943910169074 +-3.61259115929564,0.0716266323816774,0.963747502041336,-1.41538536800627,1.26957888694403,0.90611230094495,-1.64120394544694,-0.924753946827198,1.31365119160412,0.930801468407298,0.806441020556667,1.03202637656867,0.023267552998926,0.662303188448386,0.198594724826243,1.13838950838273,-1.03074566139165,-1.98355878257518,-2.23660908343348,-0.367097032129199,-1.32626030027138 +6.22964530240892,-1.26958996082128,-0.560521970503415,-0.429240815843518,0.202677645607229,-0.175426966091385,0.0516776524749135,-0.957476899445293,1.42435333122491,4.93550666783462e-06,0.333529872112906,1.37035892300552,-0.0852847242429569,0.7426541804971,-0.181974302538631,1.31378209599202,1.36293288024956,0.00169407684650341,0.644805304532476,1.2884907269249,0.640088793530363 +5.11293621121847,-1.03635574471357,0.658327211387355,-1.32780395658542,0.288282822880134,0.518984872658943,0.737279758384827,1.31677704972099,-0.0961483118907806,0.257369171126324,-1.12107351159547,0.146983535403891,-0.510712935603968,0.0722160784579224,0.474526193843081,-1.10076268934518,0.902730155430723,1.08390412924741,0.226416941868217,1.25095307443418,2.32750645085841 +-4.03397462441977,0.323023590811513,-1.29834117915758,0.485952810650698,-0.62237267236372,1.47560927496144,-0.528924591773731,-0.151914196519482,-0.472509492086511,-0.380770670788371,-1.27996831331479,-0.714772357375217,0.0890061256093429,0.267851616072882,0.831469947008557,-0.0395895368516724,-0.508292357323097,1.65758408773661,-0.794296353537743,-0.511506056087079,-1.4132608038898 +-0.0124136228107088,0.442048668698754,-0.357320189237022,-0.271671210309047,0.847426602877277,-1.01155387339951,0.766279508263421,0.850554828431858,-1.61269701339621,-1.77299788179035,2.53691055491496,1.36372874541459,0.0252849368099688,-0.456453818974744,0.668184776849239,0.477435309125557,-0.294467739856777,-0.262184373014673,-0.812805951672098,0.980040435043054,-2.59925948385795 +4.50994293224014,0.349617955263141,1.49604351257606,-1.36390429458059,0.463722048785317,0.350577092868586,1.80953923806703,1.56320962602735,-0.304488705521687,0.633456424058443,0.103421223000704,-0.250159843645475,-0.578011005602632,0.123870856755136,-0.483392122468458,-0.943360382469404,0.80588125983088,1.28151365188727,-0.263360131678115,0.948550837591876,-1.00688750890848 +-4.15504467043215,1.25270948341863,1.02646947710406,0.17847522548003,-0.0762673321603714,-1.61136894397839,0.161017294274084,1.22050634018566,1.21977906206901,0.327936038617673,-1.59892355574452,-0.401766456691664,-1.78781134176405,-1.47379906712308,0.386751819865165,-0.403820700662837,-1.64604566629368,-0.605893117727141,0.724443380505542,-1.60663545562539,0.765332940823478 +-2.56030656088017,-0.0239782433951847,0.983091976873887,-1.29132231666801,1.30802915584147,0.188901315251845,0.0466338038781721,-0.631550308305552,0.343337521265161,-0.0161423035424235,0.284024279735355,-1.0513373679336,0.30965708729893,1.57279463208584,0.403329262164652,-1.46688927107739,-1.77968592081911,-0.512539144888727,-0.624420199788404,0.519839554424331,-0.793668754173235 +-10.5587860975224,-1.06932120948537,-0.976479144388053,-1.13645128906488,0.113726828572905,-0.31386368895538,-0.235584279068278,-0.314014017445124,-2.43028966437113,-0.365644038989246,-1.03875686601317,0.231826033573585,-0.395559109075865,1.86855552241927,1.02290986082333,-0.244532190661599,-1.60322143524057,-0.470459796613584,0.958450533800318,-1.71416340726474,-0.303086822796343 +11.1766391986879,1.21026014531592,-0.0187941213525097,2.38237886220692,0.558297956674547,-0.237240388224732,-0.478994031682148,-1.65664857722103,0.249762416083119,1.7609654952449,1.80972038718478,-0.153856537915497,0.847360406145117,1.27166820376177,0.360876062275689,0.471500701361029,1.05135864121232,-1.01767718736527,-0.883689042647947,1.68276746546484,0.778092397177373 +4.71586427674297,-0.876387733822644,0.754441353799153,0.584121975222192,1.1561844112143,0.118732663092501,-0.0488405438156806,-0.211027385739335,-1.0066336759303,0.603441631174546,-0.919795462744834,0.563202255935176,1.17503959618313,0.443050346520347,-1.28872272194417,-0.981997765936094,-0.1852583134186,0.952483225799206,-0.831647309550723,1.61017352475974,1.36478619815008 +0.982700449088849,0.119801387923553,-0.370386832272833,0.624617842716099,-0.209485779569217,-1.21772521241843,0.0806099899547518,1.71344967508078,-1.17373380665011,-0.135641271593475,1.46610355138479,-0.785049328965711,-0.646936444275754,-1.37994649300292,-1.15479244442338,0.715822169660665,0.59384304538128,0.393317837814907,-0.551473565836084,0.257606167951892,1.18908125953511 +-7.79245123914593,0.538200405260708,-1.37601549304909,1.49586754008034,-0.382773900531844,0.615904550134983,-2.05903464530408,0.478057414729993,-1.38753613955712,0.783535828815143,-0.126986175357805,-1.3290657369529,-0.377297679789854,-1.27022452897487,0.49161707286792,-0.0776704781061964,0.436363641869957,-0.71349392672731,0.167846061254507,-0.892059679636545,-2.31759962188097 +-0.592094435725613,-0.131580122619601,0.231531977540471,1.62986572088872,-0.728196940580911,1.23681422076736,-0.416041222874682,-0.838550114475609,1.26849209036552,-0.906026651277194,-0.718212142382837,0.206954838411963,-1.01136147501142,1.22491519625371,-0.555101405141444,-1.57119183516002,0.702826065157149,-0.782571570883089,0.671299405126413,0.171515280205936,1.2744674408662 +0.608767071983441,0.40723420602071,-0.0664472343504309,1.02570121036373,-1.0799223680514,0.977200260087216,-0.700000100133712,0.50567987600605,0.0038951810405214,-0.156945337153228,-0.431028645939533,-0.00804714772704226,-0.583607794157012,0.213093859457957,-1.91911468463141,0.482622521323477,-0.0960517740467796,0.9071078513254,-0.259861617209367,-0.976678780626252,1.10121001037408 +-1.86896588931581,-0.0336625816321197,-1.00822211311344,-3.13059688095553,1.16125660583128,0.531092465000352,1.52111441360056,-0.476505701273714,-1.16035066655866,-0.00931462416147982,-1.06490591833504,-0.5727605794828,-1.96135824403493,0.567059928970079,0.564670096091365,-0.418267089024967,0.777113578034438,-0.396247704369115,0.805480376983792,1.93901003062836,0.241968446066474 +0.448918733140088,-1.1273561561385,-0.958848120936173,-0.242851337818511,0.0549548742823765,-0.934249481898587,-0.292294747770513,1.18212128692095,0.869986164308736,0.0612069177816093,-2.11997231614345,-0.472308005489272,1.40261144716483,0.294145516442342,0.325066668544441,0.785411360886781,1.19842142517914,-0.0149564105937048,1.50231897367206,-1.97591039381935,0.252787561575859 +-1.51925837225168,-0.656205132682614,-0.958188137426333,-1.2075529565989,-1.28499229262858,-1.00385298434725,-1.24859548215249,-0.13786986143378,0.77413441938177,-0.140047464697812,-0.432689111984548,0.444178741867431,-0.734022935253033,-0.930955853236376,0.218438057340082,0.546031281454119,2.30491384594648,2.76671658337161,-0.676095199856572,0.0535747920838239,0.755925154307264 +-5.59975282153421,-0.677375337491742,1.04776175124326,-2.07535288233664,-1.1724564024297,0.445672223897312,1.57382123083721,-2.15212808971149,-0.0908486364472621,0.799670653461794,-1.63839751818356,0.534545458892261,0.432193012196447,0.221016403503766,0.614477361301677,1.06757629007326,-1.0172132703776,-0.437758955980689,-2.10805857886265,-1.13511628055506,-0.0470869028223427 +-2.25482204982528,0.720544713141772,-0.0242886067821115,-1.93154239759972,0.466066153766698,1.35090601751248,2.33992526006586,-0.50003524322465,0.163629380081063,-0.752597079331012,1.28171099514506,0.81756898973302,-0.144910771725517,-0.922358937727906,-0.287040388563347,-1.109009968665,-0.984118961360712,-1.06436507622645,1.2816567542314,-0.147005488363582,-2.2587393944943 +3.85842353833703,1.15331736275962,-0.477874992520289,1.24576428844037,-0.609094697712941,1.12844424413902,-0.859249818163085,1.16462327176628,-0.0669052462996979,1.82827133617877,-0.273963489987386,-0.874181409887609,1.70759759551679,0.382216507663418,-0.335300964435378,-0.693863021426854,-0.928658690150142,-0.0321539022202317,-0.867560662034132,0.92818540122442,0.33423606449956 +-3.41811877332856,-1.79764220323557,-0.0297174745981622,1.6195672306343,-0.261645581106083,0.783336489557996,-0.00941203315850121,-0.271700394934811,-0.315612556724712,-1.56876847353935,0.246152960058375,-1.48490725078199,0.544276415193351,1.14773323482946,-0.727849134992032,-0.148069201657053,-0.534692978047435,-0.94710261471908,0.444957068126844,-0.858966852462604,0.764194191099711 +0.317785893585028,-1.40150493045522,0.20966546035865,-1.89571750316541,-0.153643226108251,1.55849510158922,1.22677487600765,0.704358664529105,0.830735953043544,0.833214832317645,-0.519435137626472,-1.67772236053466,-1.16078243987042,-0.474784969238854,-0.133831105087463,1.92185884280265,-0.671027352227597,-0.104288082880213,1.39973547131114,0.255923737766548,-0.391592521214733 +3.17835351099304,0.162547074836417,0.959507574942317,-0.276446107056406,1.57897641295901,1.95129435717873,0.219980881728882,-0.838769536060896,-0.655026071358563,-0.288982599498629,-0.142632814015104,0.302104783985916,0.463985323428108,0.950545870438174,0.519118143443084,0.909098808220002,-1.14408642822451,-1.79280841148413,-0.238414322689103,1.69459745759441,-1.63437766704038 +-1.50958349825464,0.980737227596401,0.436603624808081,-0.574493065585969,-0.813162882532439,-0.22783286515505,-0.113508606344477,-0.929225205235977,0.937515218419784,1.32297796676359,-1.08247875428607,1.35467575965324,1.17315255271227,-0.570942070494938,1.7511311212353,-2.64981874262546,-0.693795749927067,-0.0565426307032164,0.129467812723081,0.79013608705529,-1.15267191511576 +-10.2737502300847,-0.692139883881756,0.499366563718213,-0.0418877993296677,0.279581483332222,-2.08478741434914,0.264010902277223,-1.12868004336231,-1.70855143607028,-1.26683510347765,-0.271085205656038,0.0439937727295336,-1.66292164275988,-0.319635548304219,-1.35616691277065,-0.840765530498439,-2.17274277313763,1.26039633997591,1.03032445780616,0.113837900786819,0.653753146584165 +1.59789725603415,-0.00349422794682102,0.89397983011193,0.0534508419390798,-1.26506353310727,0.228641881669215,0.546940150831225,-0.073361714110042,0.382313925375563,0.876182057667291,-0.756250714468959,0.162521726934269,-0.273452501735881,0.0441386303734534,-0.880698770741712,1.39461076485161,1.13892825504372,0.243704223421215,0.31677210086007,-1.98073711710839,0.850904455681518 +-6.20845806420184,0.171580263504849,0.257387061131511,-1.4520926094836,0.504159033654396,-0.657159101168341,0.0907353902665111,-0.756083000633292,-1.70271221718742,-0.589656186361167,-1.32637712798735,0.0803431674380191,-0.657183272690672,-0.0950402048136368,-0.486259431225592,-0.665575968029829,-1.29994231592346,-1.20914407296775,0.126074739453587,1.24592081401148,0.711819939119089 From d7af17d88d587acc531f1ac930ac0160e127a92d Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Fri, 7 Oct 2022 08:46:12 -0500 Subject: [PATCH 11/28] # --- data/4_2.csv | 5102 +------------------------------------------------- 1 file changed, 101 insertions(+), 5001 deletions(-) diff --git a/data/4_2.csv b/data/4_2.csv index d2e9e9d..b74716f 100644 --- a/data/4_2.csv +++ b/data/4_2.csv @@ -1,5001 +1,101 @@ -"y","d","x1","x2","x3","x4","x5","x6","x7","x8","x9","x10","x11","x12","x13","x14","x15","x16","x17","x18","x19" --3.18774933281664,-0.626453810742332,-1.5163733082107,-0.804331599841126,-0.213908975399592,0.235348522634884,0.196562061461095,0.617922308455229,0.698630850023618,-0.221257092554474,0.537655940605479,0.525890816836908,-0.131044322597261,0.341334100225537,-1.20634357353483,-1.0020361087866,0.350028225439485,-1.55915937207074,-1.0972656474627,-0.0950430689874302,0.990653173132982 -1.92753565051994,0.183643324222082,0.629141191579469,-1.05652565415067,-0.106723281423477,0.244825017471591,-0.419942692120066,0.893505747257129,-1.16507109587496,0.351793486239695,1.25817047039905,-0.48754435200179,-1.42409627473755,0.413666483615545,0.274205963254829,0.0259076116236103,0.405329159489358,0.201662169552734,2.42558029587934,-0.388059386028918,-0.724100470292954 -0.90806728435638,-0.835628612410047,-1.67819403634361,-1.0353957840774,-0.46458930680389,-0.642186888816392,1.16326953959637,-0.427756242530467,0.171350481896383,0.160601875688583,-0.643391234190025,1.13825077960497,-0.369662639256077,0.122035737431512,0.186821991508719,-0.448141777255252,0.0846967135623955,1.04017609562352,1.05186103398581,2.13657002626729,0.670046481793822 -0.591836251173523,1.59528080213779,1.17978114865575,-1.18556035360959,-0.684272472779171,-1.93480850364367,-0.405755971187639,-0.299901188920614,1.18671620739002,-0.124052304374975,0.457809114884018,1.21513438125462,0.85504508824474,-1.58938064620661,-0.263768028599451,0.843233322004415,0.234168192383819,0.0719577174430248,-0.0883421289149532,0.556619445380915,-0.570115902076995 -4.1376178876763,0.329507771815361,1.11765453788961,-0.500439511741913,-0.790800747071239,1.03869565173409,0.744098700602306,-0.531983274833493,0.410717706369613,0.659873851836467,0.772037466494949,-0.424830698926127,0.978144262445028,-0.787438529811935,-1.09192963649363,-0.21846309570471,-0.155031223735532,-0.0152654433514587,2.63979290593195,-0.590941639558808,0.722350774741783 --6.41212544801466,-0.820468384118015,-1.23773594145696,-0.524988707075351,-0.338963753203596,-0.283550120316366,0.476610570604051,1.70598162476504,-1.2413394548786,-0.503849340675093,0.473022368762862,-1.45084028987469,-0.0713034476793987,-1.59206401405314,-1.32231807947585,0.476786293436963,-0.27158713327493,0.339385976810706,-1.72223732606778,1.52014344786393,-0.608483480778056 --0.569146963913903,0.487429052428485,-1.2301645408311,-0.302432956535184,-1.26742993798974,-1.40972909454367,0.541320049434114,0.851635162628937,-0.717068398610536,2.39838533772966,0.811180261675107,-0.762925230110861,-0.162261568167443,-1.15077225987334,0.321393417945539,0.31635179394331,0.682492914270557,-0.748856349619548,-0.21015268491342,0.540915287300944,1.425783376274 --0.0328677853471912,0.738324705129217,0.597790917869022,0.471968132369904,-1.39410593455504,0.723180435038873,0.610621793504939,0.839517146539016,-0.361744735219042,0.510285536365617,0.761197302050518,-0.481679925267701,0.337576725622917,0.271232678825009,0.303825676408052,0.626306319555624,-0.793586088399808,-1.75458588010955,-1.71569319674385,-0.158598127227847,-0.152884150627006 --1.951208680065,0.575781351653492,0.298864408541726,-0.248383948785693,0.418924901751981,2.0310355247503,0.0581995057993305,0.665680061265694,-2.16220700276418,-1.13676720774358,0.016142977602496,1.0499091882721,-0.461293368942563,-0.44153342384679,0.435336792654383,0.588713070108814,-1.14143553852437,-0.719335577316577,-1.20651495185121,-0.50613794018582,0.364743961002017 --3.36769287182661,-0.305388387156356,-0.110139371950242,1.25931802946436,3.21518536236072,0.730490294097479,0.778196529874269,-1.08963045956209,-0.76216234213657,-1.37872937847354,-0.46521276185008,-0.709715532418802,-0.933318391911918,-0.527558709237945,-1.08342058946136,-1.28480365757989,-0.0564457787300679,-0.119669320684725,-0.129643336372197,-0.776778757686777,-0.390797128432305 --2.57780263623518,1.51178116845085,-0.807675019018805,0.350920964074789,-0.38029945970687,0.879153379322765,1.84546631073656,-0.0864515481663107,-0.717057147262322,-0.164860908131335,0.11173865248953,-1.60280586911844,-0.460451692900151,-1.17286424903096,-1.60258557961837,-0.348165383870941,0.850644951641691,-1.57216266973977,0.823353864151825,-1.0510779313603,0.432896073280211 -0.972061527776251,0.389843236411431,0.114539172613828,0.863318545823537,1.68362946398178,0.554556416313858,0.762380157027584,-0.749885314631992,-0.944073488264357,1.17546214016466,0.0496404970453908,1.13429375939607,2.03404138259813,-0.69810425306157,-1.37728008843646,0.700879288951193,-1.07355367676246,-1.03258890093138,-1.71065471767029,0.14377067677744,-0.884718462354868 --0.112320184451217,-0.621240580541804,-0.179520060349557,-0.478911309028502,0.93872629806216,-0.284581054109898,0.235252871957486,-0.738054735222716,-0.568046571179874,-1.42008928152453,0.156565634358501,-0.672461772735851,-0.453417396732827,-0.416471813943508,-0.508680677819732,1.92034946840084,-0.907238774193954,0.0273509985931524,2.27725330746963,1.20054896285554,-0.263658947180766 --0.616626728203483,-2.2146998871775,0.0548449048881487,-1.1884792183016,1.08753543743451,-0.674658023832395,-0.153094267723273,-0.0891717373523672,-0.39348070609616,-0.0225959585810815,0.582828572570584,1.27037980820835,-0.803638929383287,-1.10235687806111,0.643308728117674,0.504495280255624,1.78535183233884,-0.80537990071151,0.858667670753467,-0.00339733610986397,-1.16776328130653 --6.45770298996849,1.12493091814311,1.29913983525542,-0.268566373421907,-0.860514695868437,-0.715488860498557,-2.30378422138387,-1.37148322925969,-1.17810401232093,-0.411832351427133,-0.239982059241424,0.853492344403703,1.66122696586359,0.80742841926523,-0.879525265230891,-0.221479135101432,-0.205659646909812,-0.836312934172326,-0.547680048417406,-1.52638663254965,-1.13166269069798 --0.357570649286131,-0.0449336090152309,-0.434561207509286,-0.0802210555708808,-0.753712475505721,-0.270527930115042,0.305694817551023,-1.08609755084014,0.856577388987642,0.974020258688644,0.463402981250972,-0.307168834536456,1.14176023487575,-1.34034873900774,-2.16324098779533,-1.10853664338628,2.0803868201203,2.00056187089455,0.265487946129346,-0.66554605509763,1.29054744347953 --4.59897566416813,-0.0161902630989461,-0.80892301575371,-0.123235685516151,-0.15764943939113,0.312964638983727,-0.161943516335441,-0.683708512052185,-1.55221831850047,1.37013477634147,-0.390051860856688,0.345244559218044,-0.510636195518048,1.3941815737117,-1.05426659931504,0.505191396506956,-0.543692401515116,-0.635473360518266,-0.942914383093853,-0.023547399533649,-0.650350346470778 -5.1889332191038,0.943836210685299,-0.522351466372015,-0.0994398057065816,-0.056677186142893,1.66980678972289,0.43620970134795,-1.51885918697918,-0.600615868247557,-0.604419069809589,1.03603621137917,-0.19532634548287,0.126884485035095,1.91152519490629,-1.09404645042673,0.231240601439907,-0.449162062826589,1.00214966801737,1.41805106237457,1.35352823579663,-0.296071110047732 --2.52989359804376,0.821221195098089,-0.28771573691542,-0.834753978726521,-0.790557258498481,0.89225927308494,0.149177255598839,-0.290669036024251,-0.645965401081122,-1.11408976688332,-0.951034698438845,-0.981446103561603,0.962915652978508,0.655991846440573,1.01963802089908,-2.04032492191913,-2.16544416788947,-0.20803073400514,1.09718852206654,1.44959092588821,0.425412782830817 -3.53723737429223,0.593901321217509,-0.643213250563503,1.85777954307455,0.569549284303881,-1.01548890066825,1.02931550345093,0.249619824795628,-1.66183949443179,-1.03743391880065,0.575694860547242,0.58986673026826,-0.48738071064244,-0.750657294598783,0.880734351465321,1.97976703290984,0.180541970474601,0.210505532680332,-0.415925163678118,1.43086685444407,-1.93595649682093 -3.67019016061626,0.918977371608218,0.342818721429651,-0.498397019562876,-2.5772476763024,0.349616975947141,1.1708586937809,1.49934125742203,-0.00606522382764285,-0.611442620012356,-0.596836013223069,0.813524949399291,1.66170445395378,-0.0622682094460023,-0.109724976766592,2.74844949976856,-0.0807260979501497,-0.074496687961289,-1.38449954535144,0.481969688006879,0.476149380887303 -7.14512290045947,0.782136300731067,1.44810563598613,-1.2700546080224,1.40167785706696,0.789382859208133,0.950419708537064,0.437123173397418,-0.237350389175313,-1.46205112931502,1.07695928308923,0.780767087259678,2.3988605892063,-0.353008788936895,0.282946146494017,-1.64279107912116,-0.277741200457536,1.34569931087916,0.267113898354752,-0.903448869028305,1.66298682850814 -1.65792652513139,0.0745649833651906,1.35370666475091,-0.936943712445999,1.36431985820529,0.598191244929847,0.0695065710762715,-0.902086329986186,0.147635525779262,-1.19972043215956,0.760207876540243,-0.586543590158595,-0.110447972766918,-0.588186115908419,0.881912443879602,0.161215577281821,0.995326201601341,0.537344285497014,0.317959629049836,-0.122716570783468,0.00928482793620435 -6.40284704300987,-1.98935169586337,0.474778891822527,0.533439242475914,-0.900908017083907,2.60894528683116,0.240735090779946,0.017218947281435,0.732998902439162,-0.740438029517788,-0.872101596654838,0.528050143367515,-0.547351415258217,0.815255897420489,1.20550000766384,1.91900675575476,0.313372678597497,0.323484148883582,0.977305329055077,1.65529660684537,-1.00375543076552 --2.91834501514137,0.61982574789471,-0.248924901665984,-1.61676310542215,-0.370611244445368,-0.785688088956394,0.859410656348008,0.222817794575144,0.457296620853666,0.0217719399405471,-0.0384900925404409,-0.311012821402817,0.00508722364151393,-0.329960528422804,1.96760803505397,-1.19375096289192,-0.569545909150683,0.184158520014762,-0.221566660929278,0.105915238828763,-0.822916518275545 --4.72543162808552,-0.0561287395290008,-1.44368394451887,-0.317056639420384,-1.07970794478063,0.370596727829761,0.712231511372424,0.0166856102267153,-0.758208426427456,-1.59408379227742,-0.0994924578893046,-0.650220336050002,0.859538968342518,-1.37529203414642,0.42492641527185,-0.179263625647008,0.109100519023491,-0.226424763749221,0.273792659582867,-0.0208524537762043,0.443049833547523 --7.5699338700542,-0.155795506705329,-0.983675924123009,-0.419763675349224,-1.44541815320998,0.079351562555156,-1.4228354678595,2.01055711317864,0.755282274906981,0.0723858164523604,0.95551670010248,-0.936197287988893,0.522529264609288,-1.3789550930244,-1.53958776825982,-0.0935338595044429,-1.52931726860535,-1.14813675510544,-0.0792436896837752,-0.381195404619037,1.32682939110324 --4.81004577041972,-1.47075238389927,-1.19330120287374,-0.180855824382444,-0.815696774230152,-1.12032435134401,-1.38482714475015,0.300169698684445,-0.840902945449854,2.23361681609566,-0.559536137304759,-0.164837292045755,-0.443214736591032,-2.48145927262224,-0.257823988413733,-0.197772828672839,2.23444801485479,0.403195319693561,0.420166311531148,0.454063087397672,0.103147574912015 --4.17228195997341,-0.47815005510862,-0.0604879128575672,0.801811211716828,-1.11948962000598,-0.250015848818797,0.234677146860278,-1.51829234939025,0.592455363822328,-0.00013631068199933,1.18064675709756,-1.973967525986,-0.377228691132648,-1.40441042450467,-0.428976783083983,-0.731769456396327,-0.654736099914556,2.19964965174624,0.232300801666419,0.629536911900486,-0.344353848329263 -4.66064965394797,0.417941560199702,1.95002254513861,-0.753917904486187,-1.86993317143418,0.551835998458229,-0.0807163825019367,0.811308247511987,-0.743408109126763,0.910370507697849,0.464507611587877,-0.225069852305906,2.30074391676172,-1.17574474208403,0.249708603402133,2.19309574452032,0.0227859123391743,-1.66383024729428,0.0411144984183695,0.368618989568045,0.797606893027605 --1.50573351799214,1.35867955152904,-1.39988212605629,0.177774698937219,-1.62725461967106,-0.240805180288175,-0.547488672946341,1.15268060022294,0.939146759289495,-0.480773070649446,0.292501038352029,1.14959850811317,1.22404540903673,-0.113327015501334,0.631311337937825,-2.47120230042219,-2.23865822354142,1.64580239564375,-1.35480267356848,-0.86580566362172,0.0899458231399023 -4.09265113727896,-0.102787727342996,-1.18108188326131,0.208342849029637,0.520012561465814,-1.24004737470968,0.146213387192445,0.751534119436999,0.470404443815813,2.22141721281861,-0.426389326863208,-0.38895448492146,0.0970706253684808,0.862329013171853,0.446938851749148,-0.523948025228356,-0.22112824706844,-0.497293616658861,1.39627579939488,0.946879762973944,0.902361373067799 -6.17385802178218,0.387671611559369,-0.242625812209769,0.803137224950544,-0.935613397054359,0.578327713304258,-0.0681117982241188,2.23636877736382,-0.336846497448095,-0.717292708424918,2.88368728015539,-0.0929842143884523,-1.72194966307901,-0.260148413814649,0.997066443514849,0.887279028948445,0.680267984367861,-0.938968820996902,0.485329633450286,0.423162169989924,1.62355937245227 -3.89587560309615,-0.0538050405829051,-0.372181381833533,-1.59508148652941,0.93212911551855,-0.390355103686955,0.848256028247334,0.692515229572815,-0.232739077483445,-0.533504192622102,1.58696579811025,0.48962806544672,0.322499755941165,-1.1908887892737,-0.106716620947376,1.21026364376179,0.203837871238751,0.592848781106191,-1.1396561724938,1.4473973364369,0.58824068372112 --2.74369134594323,-1.37705955682861,-0.560563330944452,1.5995836568912,-1.14049829660627,-0.0630619396871961,0.750380550544538,0.246661335367066,0.962764611497732,1.90519787242161,2.95046579438713,0.197404171520841,0.493262074434356,-0.918398150402923,-0.935617843068865,-0.954841349997712,0.280953262600439,-1.25693269542543,-1.88013921005457,-1.32538501075802,-0.536843420425276 --5.33575617185234,-0.41499456329968,-1.00399608797403,0.499270633184912,0.514504421993075,-0.152325415855403,-1.08140451206662,-0.602094656999606,0.873072361063139,-0.295058396133043,-0.497386124742228,0.506004416796386,0.650148070201748,-0.323317272094017,-1.12618928707778,0.459998535679718,0.276458108747305,-0.0172252274050337,-0.566697342181112,-0.542045968917301,-0.804815421669714 -0.188599458135341,-0.394289953710349,0.883912871401993,0.367614095478572,-0.881568146947087,0.22310972040575,0.369325419597603,1.08851619263059,-0.0698686339375312,-0.730604149474318,-0.514461882225836,-1.41007446582852,-0.611352242596958,0.829305741170291,-1.15674042531828,0.416126025604503,-1.31371231218054,0.545140346606887,0.665879461503181,0.290834305503705,1.38525881866624 -2.84695110281693,-0.0593133967111857,0.193539953347855,-0.410530161800342,0.379954961072281,0.882838850290749,0.3548182777346,1.71055308079501,1.37217734460275,0.109031304348033,-0.394757565374408,-0.867130651971273,-0.351855825915651,1.2115543986945,-0.786661311970973,-1.11789317515404,-0.199045141215787,0.393366830596723,-0.655084706878341,-0.0520351448155248,2.11627079464779 -3.8423322872612,1.10002537198388,-1.52390517629544,0.927350419149043,-0.639810012251023,-0.13757509915239,-0.00965274988105065,-0.0465846495107747,0.269540506066566,0.269480909426593,-0.892964951519626,1.24762888842115,1.32561818068663,-0.14764394482558,0.99560187462833,-0.110517925631082,-0.37337444168843,0.763491715087104,-0.959077935682603,1.20018761446129,0.170476994189564 -4.68489251845595,0.763175748457544,-0.295123017433639,0.864516079072593,-0.306678213499831,-2.10890372521754,-0.876200878942924,0.6542714111737,0.809082820520017,-0.927927711843013,0.706880337928535,-1.05641463164421,0.485804087164257,0.130809102008619,0.56100830004376,-0.043334997084148,1.11269753464797,0.239112215758182,2.04977772383426,1.6363755934168,0.341987792037091 -5.19121580002363,-0.164523596253587,0.111500238254703,0.722152286296597,-1.54973164588416,1.87508621721341,-0.028408217972834,-0.0823046586541148,0.348595962410686,-1.07784049926626,-0.777550403613241,0.149305159350764,-0.590181034336506,0.629828241783828,0.533108628733405,2.0842503679385,0.400039746017038,0.459673005388073,0.650945674146483,0.250282195236801,1.14625179763813 -0.193586814524535,-0.253361680136508,0.81056552390204,0.271265553408576,-0.620588275414483,-0.162379495576786,-0.762112440015602,-0.31283356455768,-1.85462767376865,0.708789745372165,-0.168315734376962,-0.865012222790216,1.2831012528735,-0.0502800597774501,0.415333113076445,1.32895637634727,1.4140908348512,-1.62139609602471,-0.0941972686915695,0.880673288469851,1.72910035141138 -4.11063159682413,0.696963375404737,-1.45650659428234,0.314108145503145,0.524339003331788,0.43519013883165,1.16422524804152,-0.656119906990768,-1.33884246920368,0.890377223825114,-0.108432390441675,1.15939105803381,1.43843305853932,-0.655065752904731,-1.15335580559468,1.47649544989283,-0.849529229970533,0.491411257482867,-0.742953172518426,1.26172991760791,1.36134317608692 -5.01907418229489,0.556663198673657,1.70781478529964,0.755523748554818,-0.121997858305858,2.03855949881921,0.475244888116866,-0.167432011622047,-0.527600095813106,-0.399457557189928,1.45424948738791,-0.0232914803912425,-1.05845313620187,-0.876589401830637,0.326338636553183,-1.2388138794438,0.414418409727281,0.695011512791784,0.294110141738591,0.414625035064273,0.623905129058892 --5.63572521825509,-0.68875569454952,-1.6075794717338,-0.189159640661892,0.0618200403841546,0.161290719023001,0.603328627214615,-0.494687430808515,0.766487075083733,-0.575428678032736,-0.988566993519592,-0.0205224572513119,-1.98091329296259,0.486225382018134,0.0656484394892813,0.593191396261611,-0.589947524539003,0.605874878577045,-1.97681906938149,-0.334378258173544,-0.903113596176968 -0.0329427902606645,-0.70749515696212,-0.031664846163166,0.377242685670962,0.237548160639746,-0.657840857180086,1.67501605038838,0.153503875630653,-0.322820080521519,-0.792542436619877,-0.754867774848241,0.128394934280664,0.0305310559301861,1.97038662579573,0.868194522175807,-0.0111428896808474,-0.0915052903443803,-0.394798076132844,-1.09505321249002,-0.0391240464958169,-0.718578775476756 --9.12581484557586,0.36458196213683,-0.859039876500424,-0.408232945062733,-1.04114543094016,1.20728484291277,-1.65851833253485,0.522415627148304,0.4976633350482,-0.583867214117114,-1.34141101686864,-1.16419136242515,0.0694216872429927,-1.64333921108988,1.46250288532644,-0.624630038412377,-1.66930373823188,-0.0831987083526122,0.642504131858335,-1.08799014383741,-1.69448191834598 --2.01774028411296,0.768532924515416,-0.814489718968075,-0.266092109068576,0.587837969921029,0.787357920849203,0.743926076017872,-0.886012764357615,-1.67741252726862,0.626024303562979,0.243432685676712,-2.30649874913833,-1.60329702156682,1.48459500853494,0.069667867529489,-0.873609530105927,-0.139739667935158,-1.44919396992275,-0.583588776900978,0.682178520255538,1.46889397358401 -5.28434146650141,-0.112346212150228,-0.723890696271903,0.0862651571264727,-0.328531337684221,0.580826107794332,0.485889671954193,0.67570564327659,0.159185022060273,-0.24342393569337,-0.286475451438886,-0.0391377038413414,1.3742475317852,0.582923393741532,-0.422017596312314,1.89979425236661,-1.58027732174115,0.76668532363585,-0.0442790511334969,-1.38346703674718,1.12425085358701 --5.40114049179737,0.881107726454215,-0.590834097274043,-0.198512697126922,-0.700517698287638,-1.19035956467794,-1.1886723793048,0.594805306848281,0.0108636049301437,0.0175862473182626,0.689497460459032,-1.39007028440838,0.979227035177388,-0.385410269380796,-1.59146241306817,0.0379363650314432,-1.04421582772291,-0.160319277464476,0.142915175250355,0.832220344740062,-1.26649675292745 -9.75574750096076,0.398105880367068,-0.624171760356698,0.561087730424937,0.650612229048363,0.419915653253725,0.352357443219755,1.44659871361358,1.34492329698351,2.13391339742464,-0.757318131288957,-0.503248483055114,0.642138781441237,1.61602945161322,-0.221090237925111,-1.47443219610453,1.24503074832675,-0.422607737722071,0.195882529863826,0.881752884143305,2.40459860500926 --6.36839668829508,-0.612026393250771,-0.7980645543058,0.447172462836175,-2.0011968577376,-1.15479502679246,-0.00703902688549675,-0.750057043926789,0.201634381114488,-0.128344223057878,0.501477201405632,0.141303257371194,-0.0380915417681892,-1.7603764439672,0.810993968645824,-0.106228861379606,-1.05046552560581,-1.22820977427779,-0.0166389918683489,0.672571278918285,0.201021781699486 --2.40511339870253,0.341119691424425,-1.26518502881076,-0.267543879015575,-0.728348416330441,0.883663457860152,-0.35030481656698,0.771574075737176,-1.20501215392307,-0.564358307300532,-0.863302625276258,-0.281173987700013,2.04315261732285,-0.813535102300712,-0.0597086263038252,-0.809707654902377,0.297013587297961,-0.181328368051722,0.845099400505863,-0.315574889594054,-1.15911133387671 --4.00946236694005,-1.12936309608079,-0.140440195527255,-0.313884022371965,0.529825136896499,-1.43121521026741,-0.881873962733555,0.0580809871706353,-0.337356881253334,-0.147775933481572,1.67750491815569,-0.185152529659762,0.719815159173571,-0.590699646160013,1.28230075277777,0.00435572083326349,0.462851427519387,-1.99546998762898,-0.0375016285214191,-1.05515165878919,-0.635524968386682 --1.00058121813944,1.43302370170104,-2.0358179466944,-0.610797524258953,0.802799184411744,0.433282084745223,1.1982119933732,0.349876378776351,-0.901277164048224,0.599481346335933,-3.43125437379273,-0.820687669375855,1.17405591838029,0.0470748343192277,0.910879020190503,-2.46424120564958,1.50099852942001,1.65730777716089,0.424448924751306,-0.722574824792313,-0.811080112098826 -7.27181963570358,1.98039989850586,0.856396068435357,0.116318570938998,1.34186268244351,-0.35661282237754,-0.124834042178718,0.706155775533495,-1.29741314761249,-0.606684684830369,-1.27054137665917,-0.23915808870973,0.114280602571376,0.0159542480502387,1.49570173764016,0.804099258293211,0.473831822942707,0.230582122568067,0.26065556327471,0.838912714575886,0.259413529765453 -2.5293905743376,-0.367221476466509,-0.497362289939476,-0.804115013575725,-0.0630940038032223,0.361730174936094,1.83479961977287,0.175527374778361,-1.77219802156491,-1.54761989040209,-1.83629474684658,-0.667852616334528,0.589724024841083,0.448743442864799,-0.128131895387904,1.07346195113604,1.25857831636311,1.73051641869739,-1.31000789689612,1.59049179497817,1.3797904196566 -4.24594480403739,-1.04413462631653,-1.08771811183598,-0.200625669624477,1.13362688724705,-0.660147606282372,-0.798907092437019,2.37052299272212,0.937689868138497,-0.0956045547171539,-0.519611910714522,1.29724538484009,-1.01925837759964,0.106626739202906,1.77331271863545,-0.128694999454754,0.302828532960921,-0.151925136013022,0.770997106578922,0.783886612566255,-0.101082510590689 --2.09178048783563,0.569719627442413,-0.730084803438608,0.338996976354304,1.44690831408705,0.165218881854999,0.559121336666819,0.400603625972056,-1.44895350333379,-0.916862883287917,-1.96868290688642,0.427877009097178,0.129290021454276,0.289500082506164,-0.463895976549217,1.21299324148061,0.148882727103038,0.924571860556964,-1.32992477953374,1.20247424637787,-2.70803962789578 -4.57196826426669,-0.135054603880824,-1.62471516167591,0.338221365994152,1.00131617083846,-1.68315892346318,1.47470308812253,1.55881827797155,-0.375893992998654,-0.194462278128924,1.15992590055165,-1.02935880176004,-0.27532686111974,0.909731212326348,0.325403226290619,0.926423307580665,0.66918889324074,-0.320478554713715,0.761424239612551,0.442507692902308,1.16395938982627 --2.86331800033412,2.40161776050478,-1.76536162980284,-0.709229418520823,0.877982518946604,-0.366686670123982,1.29252406001425,0.32025379495198,0.935338610438084,-0.785999865847837,-1.0929716293225,-0.893881336996704,0.7650733063576,0.382222876743742,-2.58896519770746,0.766932459994843,0.0499091593343057,-0.1681454240672,-2.25269835904051,-0.386569844758928,-0.178675148856444 -7.14974386467809,-0.0392400027331692,0.515454013858314,0.522968880381725,-1.3657883308818,1.77053391778422,1.77013875105386,-0.957259785358516,1.13782508101838,-1.46914313512981,1.12547187856886,0.101746084390263,0.183424216422489,-0.326096179099099,-0.450712793474423,-0.613377559366089,1.27556487115152,0.140981709041297,1.45153815361711,0.980262196894485,0.956251939275777 -2.05021229482966,0.689739362450777,-0.277798904670782,-0.35364528358089,0.946030920823094,0.459259630614969,-1.11206457214487,-1.32439450946686,2.36506830117069,-1.2563325567327,1.69257787238504,-1.33002365328005,1.40373356894521,-0.347327127661863,1.44588874006543,-0.117607727713827,-1.08697115255228,0.753982093114012,-0.419426867344793,-0.998595250105182,0.591431701124862 --4.97604694956009,0.0280021587806661,-0.783165186476522,-0.778078761287684,-0.715213622736162,-0.288203652744914,0.692627113519369,-0.824729141645098,0.71245466793669,-0.663523272491776,-0.714489303777442,-0.284681735663863,-0.899366596177058,0.465317053024708,-0.281120820722417,0.705833205926063,-1.85564936617599,1.0337504061208,0.663252595025265,-0.819434932227832,-0.651824098507223 -5.58360090666475,-0.743273208882405,2.06073047775879,0.797303228110001,0.618219133421647,1.32211959219876,0.363946336636861,-0.0426982714682856,-1.18936431904834,0.58708534895006,-0.137625975404088,0.46547606799404,-0.523541111722904,-1.38491716571383,0.345104139247982,0.573526216298855,0.493051814146683,1.74586320926406,0.385259839891749,-0.224219008460781,1.50204466394982 -4.8351648541315,0.188792299514343,0.339455899184952,-0.905451522998548,-0.760013005544831,-0.00368330265973628,-0.804760157162551,0.332356900701642,0.734814625795749,-0.232990927643962,0.224115479044059,1.58338700847874,-1.66846785634675,1.46929344763938,0.271753362523749,-0.0680959355386093,0.491980717779387,1.86866927752555,0.313265860367742,0.422861648759319,-1.78212340383037 -2.06188285949202,-1.80495862889104,1.06638688541779,-0.961035475141652,1.73451834023305,0.107117140486998,1.06790345513445,-0.755011254530447,0.454388478255559,0.0355856055353179,1.10189602632012,0.268985580689591,-1.12984297308533,1.50840005776175,0.439857476914976,0.95188827558201,-1.54149239316629,-1.27276823818621,-1.38075862988092,0.00985888810871266,1.14474189877877 -0.283353629612062,1.46555486156289,1.2548038884879,-0.257335842809949,1.18830305612041,0.762057178748448,1.18208366408728,-2.80401312210284,-0.460929356197129,-0.668553154265097,1.47481560295898,-2.44541678026703,-0.0672797399724178,2.17008520687866,0.0517224794332133,-0.292927200954439,0.0825686724435047,-0.495454068159603,0.273091369997973,-0.0632678289829751,-0.405139449559819 -2.10144288101377,0.153253338211898,-0.286253766604302,0.410836377813335,1.48458052366556,0.771655274813296,0.106025621597847,-2.48747172525567,-0.797685495108228,-0.757865357393748,1.08131908665565,-1.17686979289282,1.73815838144978,0.619005429041804,0.621436364157453,0.750131647214075,1.43974801409114,0.132913711595262,-1.49984090912831,-0.162706441584434,-0.238668548549895 -1.91963822973227,2.17261167036215,-0.331015572091784,-0.395040196360041,-0.733095173462807,-0.387106308618114,-1.00775506810745,-0.387242412663614,1.37033152624351,1.67076695335686,1.85263428661788,0.00476815071500006,1.10116871976041,-0.868825402545582,-0.757774078645502,0.0243598624664061,-0.306779457674093,0.543705139551149,-0.19053600995315,-0.23700339735069,-0.457872698592883 -2.24734954157984,0.475509528899663,0.622383333209509,1.08204424227793,0.104591540729594,-0.281413750339641,0.0117281318226057,0.672910922579367,-0.670272486650385,-0.047920587280536,0.822423935538406,-1.33477689364907,-1.04247933833032,-0.970088152399075,0.980327876694644,0.716902378283763,-1.53016051582453,-0.456299578126602,1.85873449670141,2.35058400998995,0.283766053059776 --0.810233964167013,-0.709946430921815,1.91795894024574,0.0523596505032086,-0.73602536802525,1.57950287964701,1.22683233154868,0.477117607710975,0.316482286889997,0.486614833564203,-1.44589827776696,-1.17751650826974,-0.951807677091177,0.6718832220967,-0.567298083797916,-0.774966364517187,0.254160149788058,0.20405749540376,0.00378542895724474,-0.654980233852091,-0.296580413453092 --1.83838637723043,0.610726353489055,0.974227233260698,1.25492035447036,-0.0525585859353338,-1.41540520463817,-0.00142214209108935,0.305226861481574,-0.296242473854998,-0.359221556992623,-0.491598722275567,-0.880773614091049,-0.487156470302174,-0.747627717579401,0.434524781894545,0.162511443656284,-0.861663029107721,0.38177165519421,-0.262924113126955,0.177343965428168,-0.866858532338393 -0.722000048917438,-0.934097631644252,1.33379025986453,0.0220720577805714,0.440786114503408,0.0458450909216314,-1.27230765246547,-0.0622480724659462,-0.606365093679691,0.019282465649515,-2.06406470453898,2.07325720105183,0.375651571906874,1.38576457076206,-0.113313172164485,1.30124088511159,-0.337785723574057,-1.06237519759013,-0.983081447580911,0.582997780134742,-0.245432268554478 --2.48448501528698,-1.2536334002391,0.272796184923579,1.11233885993898,-1.07879737027476,-1.03551850738804,0.430236752705772,1.01883744523803,-0.767321344925341,0.340654274686104,0.510547795837296,1.13777623762206,1.04195088365275,0.477417474526638,1.05328528134702,0.170794954107078,-0.0200252798034165,0.44343198595002,-0.966276392451766,-3.17547767731556,-1.44556902128263 -2.29573948821371,0.291446235517463,1.96492237497971,-0.35820492031508,-1.00972592748952,-1.36290637253831,-0.244613029588452,-1.0523532011146,-0.474921349360707,0.954037851252538,0.53741602859085,-0.6983667458349,-0.190181348462888,0.0913625772466767,-0.392077680925512,0.619505762244249,-0.455058162208381,1.56742471975835,0.567469175514245,1.20577694710271,0.286578162411456 -0.866770854342532,-0.443291873218433,-1.33377615134045,1.93310395771566,0.953163201171627,0.750954996457202,-0.09335057983921,-1.58610625127214,-0.261062657886205,0.0925516108963272,-2.01014933445302,0.0141831484281411,-1.25529583763026,-0.505691229059545,1.87244607221603,0.483168916089628,0.9162507961889,1.82999514046478,-0.0304974102675303,-0.448152604814969,-0.146796141387398 --0.547107204904022,0.00110535163162413,0.0439914580866186,-0.112592256384446,0.587427876115251,0.967222623429054,-0.819546534516935,-0.374564906045182,-1.15298605741666,-0.567464479568269,0.144977292231972,0.579593770973881,-1.82914511248683,0.592363742221426,-1.87536776604429,1.32548188644002,0.0497196307440307,0.109958908263751,0.167888673334033,0.0452104437780473,1.66910887145951 --1.47567478802243,0.0743413241516641,-0.414380614998289,0.832030225000492,-0.509539249229339,-0.780633601382576,-2.01653855231421,-0.218676074860224,0.587998198370197,-0.970336925580957,2.08846736950715,0.275108027384722,-1.14943592459862,1.44837029467255,1.32673380399474,0.534373885619689,-0.608516504831231,0.164723599407275,-1.32421867822414,0.686816011853645,-1.80946887005697 -1.82944405030604,-0.589520946188072,0.784792630808824,0.98156350775001,1.63219358391522,0.928381204644187,0.774481558585972,-2.46099075251557,-0.797696442920334,2.82465333214147,0.11871005526794,-0.928711224208651,-0.714451307838747,-0.710946931473825,-1.57792432228047,1.40343689409438,0.161230977942024,0.195507453212858,0.525684015688762,-0.129451796971262,0.499973940285217 --5.27867818802701,-0.568668732818502,-0.0268803021057377,1.04108647927593,0.445740590974701,1.52612913137074,-0.200906390874011,-0.353009399985653,0.328475960627589,-1.49708376734861,0.157999107509449,-2.38392411895127,-2.30696349791125,-0.284638385668325,0.734118622185434,1.01631933208644,-1.16317791994481,-0.139909218028024,-0.323018378203109,-0.251123768008328,-1.23415874563005 --2.6332501596314,-0.135178615123832,0.394229158194951,-0.0558473331094453,0.371666349449897,-0.223868252595238,-0.634235786448572,0.177162666960185,-0.750399245263934,1.50674180523237,0.914772333686186,0.721193468078162,1.03670860220604,-1.66925938207637,-1.19557566684689,-0.117220125988981,0.590389381300798,0.787720548053491,-0.488244921822966,-2.12336161561128,-0.632070443567172 --2.65721644312314,1.1780869965732,1.41734725905784,0.175717096827027,-0.708592639119941,-0.555662812167767,0.304042106455059,-1.41986550477908,-0.801525708886819,0.634212502396448,-0.973751454666989,0.701602769647748,0.269220676764802,-0.250594572967453,-0.765696153148418,0.515229742988963,0.113501223489161,0.606971212705388,-0.087928382074413,-1.55290215215613,-1.49299630117029 --2.0451769353419,-1.52356680042976,0.0331760477621503,-0.910926236910648,-0.602155044722865,-2.05578826319497,0.0958367179600749,-0.578642662117449,0.843469593690893,2.33441292681898,0.0953736744910572,-1.63624528382719,1.16592954662804,1.09865360133457,-2.03382259885968,1.2829431412747,0.471168253157402,0.767869769107255,-0.859358013816801,1.08054970953849,0.20499646984779 --4.66340035317393,0.593946187628422,-1.03038952395481,-1.53263370503972,0.195986074030942,0.58458083772113,0.937605623879574,0.58075743231847,-1.21545427796144,1.73083650560867,-1.04910267616271,-1.3682571577096,-1.15771266011304,-0.809466336396728,-0.0282248640414145,-0.246942496436349,-2.62243871391372,0.335357587294348,1.36156754914168,0.725636681913233,1.21999928860863 -5.15376152466563,0.332950371213518,0.936442718837511,1.04382315736031,0.100103510155704,-1.45403975786279,0.458534074533592,0.780862939191199,-1.13993252984085,0.235010763386308,0.113794806474279,-0.827035668956561,0.427016311504687,1.12434016010981,-0.715580733699556,-0.0127442634011508,0.995810435961533,0.10964473511134,-0.267483149799539,1.0354130390157,0.761354185527957 --3.80814858043263,1.06309983727636,-0.941885159907763,1.26713772360634,-0.205055505214464,-0.143435379796499,1.14130260370289,0.436331700066417,-0.0479698964890942,0.100516776137455,-0.287879420209657,-0.252746381354019,0.0199054401821647,-0.402141340316419,-1.69465915227107,-1.25340531579483,-0.524532560233728,0.472353501881662,-0.520654614866305,-0.083118016221158,-1.2374327343872 --6.88860118293194,-0.304183923634301,-1.22273295363584,-0.745742412725738,-1.84637498931495,-0.0294261083043043,1.27495936601038,-0.583506649815229,-1.46716741414546,-0.701259358728831,0.256606379326386,0.322482189135253,-0.285157664067852,-0.322382990267822,-0.7542415925472,-1.24664112742671,0.399312451458289,-0.11463952107682,-0.0505300185533915,-1.88829722506252,1.41266290202104 -2.70736740637827,0.370018809916288,-0.569167180035542,-0.214620940232695,-1.83931259285823,0.230799422418742,-0.856441475468149,1.02332681239765,0.4792958107485,0.0183126126122117,-0.0941951985175848,-0.407914769739796,1.01551474706933,-8.42133737672191e-05,0.338399921092973,0.326156822706032,0.475832616964782,0.307885193222522,-0.627025480111409,0.283940266889351,1.19722201980643 --9.4116979339218,0.267098790772231,-0.958540215269528,-1.44083173761055,-0.571953491140726,-1.9214105210415,-2.04271385994181,-0.687071385701164,-0.722205140512155,0.58189442565652,-1.11912698572158,-0.578404786408872,-0.0766518058814713,-1.15234756211541,-0.0387160922102274,-0.656013064736921,2.24157897983664,-0.32543566281384,-1.4441345758132,-0.40439208726104,0.373243683303048 --0.338674265966902,-0.54252003099165,0.831682208160167,1.0364622917442,0.462358037444573,-0.396883343299553,0.432273739647299,1.3834656204023,-0.691792405336707,-0.0245366221956575,-0.911585216260451,-0.0941913834527069,-0.740632338392019,0.765377156778201,-0.717039917899865,0.536781998691124,-2.16558538734375,-0.196733938927545,0.561116116284468,0.253424050130536,0.280392108846302 --2.3269283249258,1.20786780598317,-0.433652437683531,0.186542301657165,0.736835992366419,0.381082202354837,0.39593534487908,0.165240653631596,-0.833780828910228,-0.128954845386161,-0.811004586386018,0.0259178630518652,0.613312474579027,-1.51248970576935,-0.259107489271862,-0.435580841938169,-1.01148921689093,1.28917762112667,-1.74580600673866,0.739645751629806,-0.483398226112837 -2.97413418126067,1.16040261569495,-0.327394696520953,-0.0163529937161303,-1.46063693624551,0.100991481306194,0.590817675454402,0.778174648150371,0.11101650829751,-0.283675476724206,0.558207105665036,-0.209647013968491,0.365818612370931,0.824431373298202,0.0174881800563542,-0.14002079865986,0.92852227045339,-1.23793084817057,-1.41152672734003,1.29521749150063,1.42797614708049 --4.96030905298057,0.700213649514998,0.65085200889396,-1.12215993279609,0.444535742975606,-0.184514908176284,1.31092530998139,0.128904553573966,-1.10563275411884,0.760083789775919,-1.79687196762869,-0.239426377124711,-1.02587285671104,-0.216796684897251,-1.42157031220021,-0.456489013675453,-0.154318678481477,-0.214135268033478,0.0798784796218718,-1.06601234950183,0.0484903433118128 --0.470945736889672,1.58683345454085,-1.67568081783651,1.21831762332484,-0.292324669743256,0.369919983931506,0.243082252147037,0.541177561780897,-1.11694047686787,-0.340656907367582,0.0336825243281816,1.10124120545173,0.154457762573578,-1.52590047740836,1.08646024782742,-0.715276162223035,0.759461608411323,-0.450126454583518,0.437809980745919,-0.558067493901345,-0.548934645735901 --9.98481177758625,0.558486425565304,0.407437795884358,-0.209420113116788,0.526452744242569,-0.0625362147211622,-0.743848788546097,0.329174439620542,-1.30866170608333,-1.31138933458388,-2.73268149767183,-0.715359364827839,-1.08647447957444,-1.93933897703905,-1.39872744471559,1.10812818753962,-0.640674976485642,-0.566225798467134,-0.0238946737709668,-0.664785153357377,0.614232705379614 --4.71586488735731,-1.27659220845804,0.224752110222098,0.31089464858925,0.833339078243504,0.3328034101433,-2.44353892695189,0.143892423930074,-0.838777880601167,-0.180931092631634,-0.794525625175639,0.350194576269498,-0.0463564723155585,-0.817213811795594,0.822760874594515,0.443091699123224,0.904813638261682,-1.92963781909412,-1.16184532834079,-0.12891644568502,0.911993933563676 --1.07985734667996,-0.573265414236886,0.0114620334703514,-0.105279048114901,0.245988546979074,0.124819406901888,1.10718447736901,1.87620039870806,-0.824448360690087,-0.656636837085649,-2.29456022457822,-0.0403438553954011,-0.591536703950535,1.0799470930697,-0.128941980054376,-0.275531471711979,1.3134695285247,-1.21666402224594,1.34737129422056,0.515496103653092,-0.450965084114458 -1.28353048456736,-1.22461261489836,1.13658529261405,1.09624860021844,1.4219945754803,0.0102870231375279,0.863190914399543,-0.577349655373008,-0.904868508860088,0.972832197297612,-1.01833878028361,0.021564829783882,-0.0276476541325841,-1.55409440544205,-0.683334522007673,-0.965891619561817,-0.812754192341509,3.31956054566841,0.802661094017235,0.317663053462868,-0.503210297949374 -2.43807212354096,-0.473400636439312,1.55099804227351,-0.248938696688034,-1.56058439545564,0.988002167318209,1.08097046131475,-0.130355229507675,0.969150021136705,0.253511103942121,-0.77999240882689,-0.705773497134867,-0.286272499168831,0.776044496610045,-1.78998071670923,0.845110112019983,-0.0397837190935248,0.312087455193713,0.203621286947266,0.231436905863199,-0.0752108426911896 --2.61016752786765,-0.620366677224124,0.88308333375959,-0.504511280586108,-1.11017561080015,-0.847717692871042,0.14336140163271,0.559579682705075,1.38459888160251,1.16862240983946,-1.6201602508655,-1.98942750576932,-1.29710805219132,-1.37016203942243,-0.970625924689883,1.36904500873867,-0.230188657904649,-0.0270529192289592,1.01719899642458,-0.311850321643191,-0.499371164246516 -4.26678541764167,0.0421158731442352,1.37871278036604,1.29498590635853,0.762027057193093,0.821972743506348,-0.311764075492373,-0.571457296801182,-1.42440285090074,0.338775828999032,-0.621212211848666,2.39987243241353,-2.19202533219892,0.284391477406203,-0.338015288039974,-1.0518712472608,0.515445521009617,0.671485368675437,1.17443440602748,0.278554308994546,0.107850571633512 -0.353789967108043,-0.910921648552446,1.34232365709823,0.152585147746272,0.193283331249887,-0.815254470425157,0.521151333833401,-1.44942734111763,-0.924536195359665,-1.2930912900034,-0.353410875696289,-0.902146360293655,0.717680192313761,-0.66568698102639,1.44667363560938,0.0601437290224655,-1.41323261064489,-0.403377381811428,1.48595618018235,1.09831707079717,0.456779980885297 -2.46407536131393,0.158028772404075,-0.756542158367391,-0.311574373940141,-1.09548729124201,1.0642143259481,-0.357234721192976,1.19342139375452,0.318438841805381,0.380720364671061,-0.0358139542993887,-0.659996938942862,0.168141460022405,0.651187698648197,0.671965411685496,1.22736458812892,0.198728696312102,0.471692174041048,0.224244098475744,-1.10779980490373,1.12318961110313 --8.4497833000161,-0.654584643918818,-0.299066939624411,-1.07020040958607,1.17274332346989,-0.767911285774445,0.103560283219801,0.256074675023799,-0.613895503961484,-1.0533058887916,-2.0082755789237,-1.43497064787314,-1.80613326997938,0.261147644305297,0.555370405913901,-0.535583955789269,0.23250934947202,0.19181193430616,-0.2467110340256,0.53649334777836,-1.34662667563913 -1.33610721732467,1.76728726937265,1.00291360479628,0.569858455568709,-0.197942113230165,1.30222457001897,-1.44719263758609,0.580709272044118,0.462043925188684,-0.403159682714902,-1.50973499804357,-1.13731432905392,-0.473366457057152,-0.75285712404152,0.9673380034487,-0.103453099208467,-0.329726760549597,-0.509892211603397,0.0727469766921461,0.812605592351622,0.592621591774929 --6.95314535851466,0.716707476017206,0.568092590519855,-0.48945567782659,-1.18686927095612,0.477090830252421,0.599084505178975,2.13339580767467,-1.06180095776383,-1.76255677862669,-0.122571495645149,-0.0584885549912538,-0.179804424078557,1.00386356765831,-0.668234893865982,-0.227186471734295,-2.64709024271876,-1.0106615080862,-1.41980875649125,0.304756043191576,-2.33490676691329 --0.0705208448040875,0.910174229495227,-0.31116117793541,0.250764609309748,0.55294822232102,-0.665052922441662,-0.447034940479653,0.939909886195435,0.965990364909102,0.731287899370948,-0.909802369265852,0.249176770331963,-0.0493680707337219,0.985214237577316,-1.57037921237953,0.274137399953083,-1.24474146044842,1.06916179530547,0.863260490526234,-0.727272763938411,-0.56143040900573 -5.77355183301335,0.384185357826345,0.722076248537984,-0.261212862183759,-1.12945157707555,-1.05142788074189,-0.918170969096182,0.447008628581964,0.21150724276169,-0.335429850735382,1.77565385348463,0.472864638215192,0.662312113762111,-0.315882487438309,0.412882343470198,-0.258419266345954,0.858022399565181,0.614532390693377,2.67184202933433,0.46292867404094,0.286271643170274 --6.05363808405736,1.68217608051942,-0.594445712828898,0.261532301037841,0.0221443852628246,-0.95243525011179,-0.660405833094813,-1.05711058041513,1.50017553652515,-1.04846976102739,-0.623555439746226,0.18100372221633,-0.179600586802963,-1.37036591000132,-0.388338597919536,0.678016837868095,-0.435891586403478,-0.0529143105018956,-0.192407489978901,0.739104753681885,-2.23886610117925 --7.9908501348396,-0.635736453948977,-0.872894886542647,1.43107897057308,-0.258051284052692,0.659095040661001,-0.100609698536081,-0.980705140184513,0.381435732834441,-1.96157159244611,1.25722391493055,0.629167739979982,0.635159323210656,-0.332210284718087,-1.18755615130387,-0.801118018109172,-2.43708669052597,-1.46716302012912,0.773181473921489,-1.67618476128149,-0.037210736113918 -6.82148720938167,-0.461644730360566,-0.366132753563002,0.396084835847547,1.4147874237279,-0.112463610619385,1.0832723196552,0.658883100665148,0.753032160201845,-0.0285711240931229,-0.99096454293759,-0.739088094730542,-0.307014357931365,-0.680101876483477,1.17134803738107,1.71121400273353,0.192857025866642,0.0158423745460226,0.610322756217276,1.54524710727853,0.883702557245964 --2.86620621042409,1.43228223854166,0.50863331684774,-0.475184712310923,-0.980172873751268,0.395851061383754,0.228193601236628,0.507288581745223,-0.601449227649078,0.154103110733297,-0.0822630710015411,0.0213926555932674,1.11345808874873,0.0494963126534835,-0.148282555091144,-1.78427931382055,0.743042607699215,-0.315279857720767,-1.06329843769551,-1.39704528960907,-0.922925560679101 --1.61452054115544,-0.650696353310367,-0.126686669331547,1.78863273956851,0.0514749510293475,-0.442080409153097,-0.561891748958627,-0.0826006560460506,-0.754302554907889,-0.952726798014578,0.342062347345223,-0.599463988112608,0.0891601968872135,1.29465823914583,0.403521501503611,-1.27342146877738,-0.37619049913637,0.835947145210116,-0.349172331335398,-0.239694133001054,-1.30689018432686 --2.41107757011366,-0.207380743601965,0.680538729772311,-0.0511099369591785,-0.471540289411278,-0.987994661003894,0.706939056876692,-0.772719432121044,0.0213129722844872,-0.247132314340593,-0.629132325794059,1.36036820287297,-1.52582945866702,0.0220033112170161,-1.16496745199651,1.09300088379619,-0.555890992633613,-1.65128759708456,-0.00432336608018013,0.853137994529631,0.390500552485278 -3.13743969268728,-0.392807929441984,0.277780285638461,-0.739458501073595,-0.44789998685746,0.662804946115027,0.298975625058991,1.76796699692249,1.58251090807433,-0.303139204120326,0.265703580799438,-1.42868866858339,-0.0784780689377237,-0.852023747167483,1.2436982708272,-0.080277380749623,0.943231729535567,0.683227718665477,-1.12332785831684,2.09009651862988,-1.65370636905601 -1.95824702555066,-0.319992868548507,-0.287982966452846,2.0793652587314,-0.784526676831011,0.267435558820564,0.234896548653623,0.921239361782948,-1.82068547688701,-0.326927708711222,-0.080921885188806,0.985351010585213,0.450402879364947,0.237939083833875,0.333067348379518,0.296763743004142,-0.92732489239448,0.963004992941913,-0.27008828257693,-0.205778154054157,-0.311846909136923 --8.6492983516469,-0.279113302976559,-0.620240713936569,0.376672790518803,2.53961946053861,-0.0135089695467559,0.109284871859279,0.36214025264012,-1.60336937777208,-1.03478402103174,-2.12551336664942,-1.02992253248472,-0.16924186731831,-0.558417489518979,0.500553362460073,-2.01975386804718,-1.00899906765364,1.4139887611664,-2.11545672082844,1.04336763385523,-0.798010189257639 --1.10514795734421,0.494188331267827,0.227813483258274,-2.28948775342499,0.338621411199178,1.29457704320121,0.873117441783411,0.317084768596158,1.20702551274941,0.40117230121613,-0.483031551169169,-0.258494874430521,-0.378685906219599,-0.390908348245638,0.160290542829927,0.299646741554297,-0.66617065121765,-1.19476589738655,-1.01454819958334,-0.185462279860205,-0.0800916647671227 --1.33354834091264,-0.177330482269606,-0.443279532473854,1.18482679450047,0.667793558506217,0.205833056950331,0.701920739499581,-0.434722552068231,-0.743865264265925,0.107197523485475,-0.377807882841451,-0.681805494919955,-0.0273786345649088,0.692157021602309,1.58848895513755,-2.0614379543159,-0.849857443539368,-0.325868552505537,-0.192487903250401,0.272314396498109,0.115125559787904 -4.49120098088651,-0.505957462114257,-1.67451869393188,0.305426902516593,-1.21154112044325,-1.10436877029391,-0.433396298604174,0.874174612220789,0.441996838220178,1.12441224216849,-1.77792562123979,0.121753641741825,1.57406284493072,1.95987037944663,0.801175513084696,2.31298560899233,1.0345204749799,-0.890354475312219,1.02826748580549,-0.757330582945982,-0.356608977769348 -3.76737822068042,1.34303882517041,0.668927329809365,0.644629582214844,0.675902430803975,-0.812708290521798,0.599329515105939,-0.616873837840806,1.4001996354958,2.43400298564483,0.37684626111266,0.24808208888292,-0.0305233494743314,-1.13489160301774,0.524457522569245,1.05147072712634,0.0434627582703894,-0.816095102703803,-1.15011462174548,-1.13997696959393,0.133948273780023 --0.691526139994439,-0.214579408546869,-0.0791361259651342,1.16372687236571,0.417723824385519,0.708756996990624,-1.06822304993046,0.202609367480904,-1.37028234177948,-0.294871727116187,0.621523652757016,-1.5896175158309,0.122313094687929,-1.28853354462703,0.691893518452607,-0.609548124135616,0.0943034988600853,-0.195855758816179,-0.345455170520291,1.19494443820415,0.115922934318609 -5.68377605780128,-0.179556530043387,-0.543924729050942,0.935334175904067,-0.0827457449436312,0.454170322610818,0.939133218931654,0.0680343981115667,0.207395147993706,-0.0296352637872199,0.646237260980229,0.736122981926854,1.69677194076813,-0.0151444303084638,0.532068253961195,-0.913424607621787,0.441366268952258,0.557347012137588,0.164459904454413,0.593592383642622,-1.30315684486722 -4.46006195277061,-0.100190741213562,0.00967644138302005,0.097982812583279,0.266257475745861,1.33943416982544,0.628957746322399,0.242113859039582,0.877125861622165,-0.296220697223472,-0.342242067393995,-1.09823392714563,-0.867378651497276,-0.480816409129412,0.527850050245621,0.681322699412298,0.341132045779551,0.783002814406191,0.794531151187574,1.23188749156182,0.0362125114880514 --6.4839619191514,0.712666307051405,-0.464139419264689,0.768235350140543,2.13671776655889,-1.72556845611379,-1.02368945874745,1.16630072829556,0.315441343871568,1.55501861226111,1.1195600740515,-2.38040500435476,-1.06432032514352,-0.239786870775253,-1.24466788235883,-1.76049837949364,-0.390604204334026,-0.88163338780244,-2.02722835080594,0.344007555399185,-1.6390895962837 -0.141763629338919,-0.0735644041263263,1.12629957234273,1.10826970823268,-0.387492383700133,0.309608399338865,0.520455152130074,-0.747437915095252,0.356609126521864,0.970322388054589,0.53436662023952,-0.652262839849183,-0.660267350533289,0.467709395485508,0.798209053387952,-0.134813515321429,0.181625692380993,-1.08875708227305,-2.17402132597116,-0.800766031306167,0.999034266075308 --0.738783869772407,-0.0376341714670479,-0.471037770304573,-0.385429963981591,0.411623674511867,0.558886430672825,0.749170870324582,-0.234586279138199,0.899357713177255,-1.69212181438837,-0.867045221968206,-0.16724496845676,-0.35576390116037,1.03156035101209,-0.32871655230262,-0.198455254259002,-0.0562999067513578,-0.948729022138878,2.60027965799063,-0.163468910676831,0.424559663697851 --3.97188585612502,-0.681660478755657,0.437421700641947,0.403057220206685,-0.622785292034102,0.0968436048725855,-2.68923413039905,-0.507085561405397,-0.808059307349458,1.71917353706756,0.421471887723168,-0.599682528378225,-1.95359530531061,-0.0335945651220108,2.00199115358662,0.445924691608221,-0.861480458960731,0.372019684759533,-0.969212142611571,-1.10919809309291,-0.160525629023837 --5.18891403047679,-0.324270272246319,0.422756772446855,-0.277458791374992,-1.07096623927798,-0.761628032891277,-1.57762522455141,0.793041326164766,0.134408695641323,-1.92994904975998,-0.708079383212342,0.221715384719035,-0.391389217111792,-0.83033276151506,-1.37467156795987,-0.262957603496293,-0.0866392976068262,0.80916545799233,-0.519886049306886,1.73186984894974,0.874006098331057 -6.46270789341148,0.0601604404345152,-0.0111967938288012,0.557313514888297,1.3508971422775,0.644064519800634,0.0524624787950605,-0.305062007439935,0.488252945837375,0.117641460406042,0.889918065734246,0.063641905666337,0.910340251626851,1.22386229606078,0.152153403093453,-0.0682066717737008,-0.737978773151722,-0.578209894811987,2.14785523402252,0.145382684462468,0.107783864939874 --3.35114330669045,-0.588894486259664,1.31791328501169,-0.19665347048754,0.116848889307086,-1.35884910528774,0.000820110183296057,-0.00121210321834917,-0.0958939211523112,-1.85444156975819,0.781051893402269,1.28791767387132,-0.159200100382473,-0.544380606858101,-0.361970764117319,-1.07861634520967,-0.243881342366534,0.201204424488727,-2.95597903285357,1.51384247193086,0.0387868404755422 --1.41795212553318,0.531496192632572,-0.982757926947174,-0.0819326365271097,-0.108542562347627,0.285220448149619,-0.755315855398318,-0.488145922809919,-0.580468286718008,-0.149117382112875,-0.280901422475414,-0.400650621473849,-0.284158549093251,0.355754497103525,-0.309827322010305,0.848564562431012,3.85652167201123,-1.56154408885065,0.0993377625404892,-0.493901518981151,-0.775135722486431 -3.43736694466147,-1.51839408178679,1.21325760250936,0.662346360882897,2.20664860082876,-0.241554265363807,0.0392522264326767,0.803829919052523,0.0429452685986245,0.321367882797988,0.79936015158729,-0.0121999909570846,-1.24095616581953,1.17752684074439,1.32498442562314,-2.02060763841482,0.734482178068818,-1.65830887996122,0.740948173544071,-0.148389760125037,0.452703279163256 -0.64929327757872,0.306557860789766,-0.128639667467876,-0.366146638763209,1.51918552323109,1.48984520187408,-0.580415469149361,-0.47353064403302,0.623047694414847,-1.67450258578021,0.414779085995638,0.388696226896611,0.334203631830418,-1.27695355552003,0.641260390028806,0.827197604829484,-0.340453990847457,0.641459180212905,-1.44067913584947,1.25408003089547,-1.06051857350819 -0.169710103421097,-1.53644982353759,0.41532224493264,0.595224429899647,-0.65847944729741,-0.0255175456012115,0.453855105044299,-0.280435182608763,0.386224886590109,0.819385441917568,1.61059967638829,0.27345641044458,0.182804367957951,-1.07918065889468,-1.9431902524608,2.79004488512159,-0.285565930635329,-0.457209144894767,-1.41338208992638,-0.833587565618559,0.0460351883988225 --2.37667633639523,-0.300976126836611,-1.93184310072615,-0.815605497099391,0.804063837625835,1.52876783779732,-0.345164746369212,-1.38322092336702,-0.785325645780165,-0.328751885102215,0.381821454562378,-0.653768234279467,0.305211680774867,1.1844509348695,-1.20655283177387,-1.14599316239551,0.418971861132183,0.377791132455831,0.280735875861828,1.78506501062372,0.681494578980301 --8.50281883793769,-0.528279904445006,-1.8581657840252,-0.906806032822078,-2.11250440704699,0.0620622900856449,0.629293668629922,0.289347869892546,0.0152451494041785,-0.700945231950134,-0.764626360133345,1.81577376770368,-1.02218430353924,1.62893328196125,-0.0350883866825891,0.417522100351637,-0.69098307996854,-1.50470687866703,-0.881888398537472,-1.12435942951881,-1.17118767903825 -4.04444730710197,-0.652094780680999,1.66135842919965,-1.42360684488345,0.808336052789217,1.13418268960245,-0.236293095666314,-0.487115894731805,-0.561171301010832,0.0338851254655153,-1.20214407895092,0.20867971959533,-0.444081672132591,0.775812407425842,1.39694669526909,1.6135750354481,0.258235609902214,-0.725458352523091,2.6027078319543,-0.824807871675762,-0.331188399745909 -1.83998892988869,-0.0568967778473925,0.278337589387015,0.350303329134425,-0.809533834078188,-1.41650657620518,-0.420195997440846,0.360379034464839,0.231918008869007,1.23118741972149,1.27414987746271,0.945363541295682,-0.925253380174536,0.832622451823858,0.100748580104151,-0.706955659871443,1.26935022836066,0.228910365514597,0.492469595671204,0.214799829321355,-0.469792856491678 --5.79682922005735,-1.91435942568001,0.50194432630794,0.158037573462862,-1.7730339998333,0.657362448501773,0.422977494652056,0.438669068097697,-0.445146925581168,-0.427414812800001,0.52920274880397,-0.363681704624063,-0.818789893932934,-0.482691517383149,-0.153279042772418,-0.967127892303394,1.29185421429456,-1.28564070066097,0.514526595566871,-1.71292832528488,0.867332575433398 --0.539524791451985,1.17658331201856,0.635408164052491,-2.07277026150663,-0.493809664780307,-1.01030392980992,-1.15038714556256,0.314061550758302,0.583929850952038,0.221214418301615,0.407361534311362,-0.532812109300215,-0.175879487215081,1.42944421781275,-0.293577626202619,-1.00736634517565,1.79510836111082,0.331774166410553,0.0435524874707626,-0.933852994528248,0.841361069818346 -1.2490925293207,-1.664972436212,0.312967464204408,0.821605748089849,-0.221438508056243,-0.110434437435565,1.01150250985063,-1.3042103839265,1.80684978551666,-0.125330518099717,-0.484694532874767,2.13116438177659,0.661461569756459,-0.252998893165346,-0.802964064240711,0.223290678031581,0.562730728649631,-1.57731579568886,1.02737901826987,-2.88651157587243,0.38234991087791 -8.60955428179786,-0.463530401472386,-1.42107610200227,-0.592886404945053,0.308693821537285,1.8003146944011,0.583489952122935,0.0655424534895961,1.07086603093767,0.404361572205612,0.0921274866026584,1.16584046031453,1.59602155231666,0.282389059259091,0.508475385492347,1.63331477795527,-0.141362448502657,0.688586171188836,-0.572555976498256,0.169712998789891,1.22566670066956 --7.07313890003651,-1.11592010504285,-0.265711523383379,-0.97977402272427,-0.388583699716626,-0.261296491288739,-1.09471098942786,-1.35177190499369,-0.191088691667256,-1.50255252245101,-0.144668278248356,-0.121306992311771,0.641945303748043,-0.197164040585118,0.0951079787401755,0.4740826521644,-0.464832893210644,1.16090186378047,-0.394448127417721,-1.32867074193224,0.494301107174496 --2.06195267805061,-0.750819001193448,0.323512372874813,0.162041237938694,1.3842560886846,-0.793987918973435,0.94712263038697,-0.20214408206945,-1.83008386803757,0.527707477999969,-1.44918552300462,1.46578301472583,-1.27834805006742,-0.299290740404072,-0.215799863345373,-0.135155892282757,1.26494850690434,1.26932629152502,-1.63310974289373,-1.56800644863628,-0.122313621807889 -7.81535799368449,2.08716654562835,1.38352514006803,0.606909029007551,0.0201296776063442,0.198724464501398,1.4919085268169,1.54246297941044,1.42345418548263,-0.0607284530865591,-1.27488764653276,-0.154229417229732,-0.621501010540996,0.135596847392055,-0.489822768451779,-2.06346629858221,0.33977469966602,-0.708435421041297,-0.181940245034387,2.06828582148277,-0.633516971718875 -0.97165208278141,0.0173956196932517,-1.40561838834741,-0.660211119904641,1.02634273908749,1.580791780893,-0.0837911706534541,-1.16148445137829,-1.02826912058776,1.4493373704772,-1.60658732566776,1.4315673020875,0.789912289080392,0.751862275410815,-0.25833333303512,-0.27839771011533,0.144472081290133,0.306555943959014,-0.988209396811519,1.10524296371093,-0.457585388225025 --5.22427382128286,-1.28630053043433,-2.45087454584493,-0.500022331087816,-0.0547587758224007,-1.5226011794758,-1.63317217032138,0.459107624722205,2.10672172161135,0.390131515811971,1.0944218355819,0.168600028338416,0.0780589002263648,-1.04655782154087,0.640848828424783,-0.0787150852560519,-0.00673180292807668,-1.44184823813851,1.12848455923868,-0.7734452184638,-1.19251681787024 --0.659255494670592,-1.64060553441858,-1.20577942403315,-0.496438662741429,-0.488756517173804,-0.156695802086044,2.2759120169487,-0.0180512113256995,-0.023997372049844,0.887059094375063,0.696155856614998,-0.966511225091708,0.683656929177811,-0.213321535415062,-0.47078392424628,-0.800047920737837,0.0318795127232307,1.48884719990006,-1.85323183999829,0.234818815757707,0.467514908735791 --9.63650309861629,0.450187101272656,-1.3353519752317,-1.89426281364594,-0.705892822899171,-1.5679304835367,-0.622807089418469,-1.38915321740475,0.336724438306509,-0.226893500838552,-1.39195807866004,1.4396226107609,-0.459498798775658,-0.472899217149524,0.243816173629659,0.442858638848776,-1.5032735146511,-0.0344348865922066,-0.14872391498455,-0.299598534994279,-1.52356160834323 -2.31113412188308,-0.018559832714638,1.04797152922724,-0.509792300983808,-1.85727617377746,2.59786159497451,-0.16722282075851,-0.817279033003659,-0.654170240935607,-0.429232303682298,-0.681347241008257,-1.36519751534257,0.461792083335465,-0.209652916471469,1.80135442626283,-0.356063862891929,0.41526161631781,0.349966809222091,1.59879282677945,0.462789309489024,2.39248414045211 --1.21905881515174,-0.318068374543844,-0.599548186687664,-0.777629727453923,0.920385797576762,1.55360671845832,-1.75559342917529,-1.31596018643417,1.35833322531006,0.0157088868488462,-1.4275081387513,0.630062796099309,-0.108395073644152,-1.21844365580041,-0.0844933956248755,0.680859404448978,0.688441891716025,-1.6142866921896,1.36803785059881,-0.386133940796423,2.19773059041108 --2.95833128817821,-0.929362147453702,-1.61081300645662,0.736458994540667,1.80233116962415,0.600182434402574,-0.849760474595609,0.375610136243968,1.19256376499281,-0.421787825643954,0.219707466961766,-1.34159601347319,-1.63605042838226,-0.177427795829582,0.218710239738313,0.677603815771464,0.467988006040101,-0.700010328854775,-0.751259690903295,-0.158528782255311,0.129801324580584 --4.23838627099926,-1.48746031014148,0.194250347546048,1.35740355926342,-0.526662597317087,0.867710457763511,-1.1815103500566,-1.41120348887194,-0.395210821382028,1.79541561327991,1.50289569101105,-1.02424864324831,-0.178555599585594,-2.47750080458671,0.485586832707445,-0.212127594560529,-0.212038683611848,-0.00807477221866833,0.970553183859814,-1.26818271930677,-0.697445853347539 -1.95083030870027,-1.07519229661568,0.475928881119625,0.0138795322682616,0.178944477228879,1.59868868711287,1.1018826793051,-0.631678305435062,0.540504190816999,-0.111773519286205,-1.18981851521848,-1.0739197496151,0.247960223918786,1.96320802404453,-0.328648430580167,-0.131700478200947,-0.0630606573758196,0.48551622733891,0.688697417792053,-0.202947519814892,-0.487301320168576 -7.19619154383466,1.00002880371391,-0.0277102769847576,-1.50472391855821,-0.33691046128148,0.723330289931278,0.740652787653973,0.757189128761333,0.344290853240665,0.0966271293300149,1.08390362516414,-0.143240839672465,0.0531951235526216,-2.10263221492286,0.466748661824603,1.54039365030808,0.210328092348535,-0.418281132255311,0.75344743041325,0.732118660744977,1.2308539440362 -6.417380979166,-0.621266694796823,0.993300122575348,0.893026962219039,0.396507807672859,-1.11298041046384,0.382063039998962,1.79016669782943,-0.470304488350956,0.350914876226784,1.50964936325781,0.549417293685004,1.55709459872573,0.437071153554643,-0.101588416367664,-0.897212560640189,-1.20566692650225,1.99498318526624,1.18622368193394,-1.10097770409105,0.604520956978086 -2.48816137040039,-1.38442684738449,0.840091154192547,-0.431291743027812,-0.709965427301215,-1.2364758275457,0.736756907266128,2.59922184278036,0.990981645129622,0.242268620864447,-1.27849562438599,1.23630143784812,-0.166813575572006,1.59687422439525,0.0626368067761063,-0.900523604220725,-0.651817800104111,1.62136200649213,-0.387229646634818,0.315934053647885,0.115960597839522 -5.03444048829118,1.86929062242358,-0.704941846527175,0.422223687961629,0.948556733933444,1.20780649312205,-0.071529386454661,0.499312378064844,-0.389869086749787,0.156805710947844,0.38377132103551,0.45985647987885,-0.543230635812046,1.3953125811995,-0.647817622775201,0.453390024063171,-0.125503312972752,-0.992613998653896,-0.378908766476635,1.58288430036777,-0.444243067603453 --1.77384413706921,0.425100377372448,0.203297779415648,-0.339863638901208,0.701077380806498,0.970070429688303,0.511672328319057,1.35117057584206,0.16933421709484,-0.0405792094657196,-0.289215507275227,-1.36794073066344,0.683872478589095,-0.460718835911208,-1.04873490367438,1.04007322547757,-1.60437234843471,-1.12439281541492,0.741484561293951,-0.833998043026206,-0.0784686013035554 -2.79569019517246,-0.238647100913033,-0.891523178602709,-0.49810207632076,1.98679414541287,0.311609059433146,-0.0751424895016898,0.707340735275948,-0.0935755379470841,0.743170445331813,0.469303805500276,-0.213182113885459,-0.935277910000453,-0.347461173744601,-0.287513256440482,-0.403452476737422,0.934763042365015,-0.33833215021681,-0.917138956752944,0.437967784890915,0.837202301110182 -5.15559373540466,1.05848304870902,1.6104403855784,-1.0301311008619,-0.912181079075212,0.629166319072489,1.14204099136316,-0.366071550584925,0.446640890141707,-0.35512808613985,0.597379444397355,1.85148148433108,1.3558897554796,0.690238987214292,-0.431522763747732,-0.769835338464903,-1.365720633864,0.567086198708536,-0.0897282191750038,-1.71322622053478,0.278777352579662 -1.41247841259883,0.886422651374936,-0.68679248607597,0.75003593962957,-0.306271325688792,0.226241944853058,-0.381966007472174,0.129935878597671,0.62698662650584,0.0890868496178181,-1.73853047920727,-0.194096402972493,-0.513837982921282,-0.490614442429937,-0.70981397709308,-2.17234684718198,0.441112888544552,-1.63958823092493,1.94670420294623,0.160413352234207,1.98596179023133 --0.938418465811127,-0.619243048231147,0.915684929005321,-0.588797183841312,0.565995787913006,0.61284800737775,-1.91007355411949,-0.859940547747026,1.35158480301406,0.420877159965578,0.108206043942038,-0.184106198601792,-0.547903932743973,-0.859369506926291,0.505485515779826,0.339341206486455,0.920135004610647,-1.34240953800608,1.06574750336081,0.514197951541812,0.0989462745755495 --0.447209683849992,2.20610246454047,-0.146158978054012,1.35648598912442,-0.299647150845545,0.299905754406429,0.606058936273204,0.218499935731878,0.15884377906641,-2.27410707327884,-0.217395888589147,0.308684068594456,0.384847153617999,0.569765907983704,-2.86426719947687,0.635364915142413,0.69117140907487,-1.76657791640457,-0.635691223049122,-0.166274610534787,0.487542157282186 --1.14372301872855,-0.255027030141015,-0.7663603343674,0.641450685251981,-0.541939374046818,0.684307505012624,1.17903359228578,-0.0834016127235769,0.372393546336222,-0.957613199050932,-0.881188494561143,-0.763941892591838,-1.58900178308961,-1.3141626123052,-0.131309184769823,1.3910999466162,0.670439627648012,1.08560185693173,-1.30372868805345,0.494052656182956,0.882046487030502 --2.16172869909812,-1.42449465021281,-0.0383152048524391,1.1117011939121,-0.701288166691533,0.566199218085763,-2.16164216200094,0.62762802860032,-0.919413813186937,0.63686178210011,0.23915219839038,-0.121207097427672,0.76008648993052,0.850424719526803,-0.0934530214880846,-0.482864903369189,-1.0027811675779,1.6039913682124,0.47944526136761,0.120188131989984,-0.870013223086828 --2.19713079033588,-0.144399601954219,0.551038360144294,-0.885405382163973,-1.26123130250447,0.509520597007547,-0.604535880528149,0.217978978704275,1.4078937924089,0.289599086358141,-0.111880695817837,0.961630330871048,0.95824858267463,1.92931247019406,-1.44407444091248,-0.267592585532882,-0.362082239245715,-2.56411789207644,0.0329302275997668,-0.447511527884728,-0.190869686222777 --5.81434898375591,0.207538339232345,-0.215418121099661,-1.03894131993883,0.00780491622925748,-0.692149390088304,-0.661701899204134,0.309491151813047,-1.13258221011035,-0.639347287711784,0.102328544338253,-1.12607207120762,0.774825585751056,0.209608896016608,-0.606801362302871,-0.150192955020412,0.0351160765079049,0.908658167121658,-0.820203787306959,0.197642559469835,-1.25410160810506 --4.76715485494185,2.30797839905936,0.207447242019147,0.986157725995061,-0.469926430927336,0.678776189673761,-1.96956880036757,-0.449507693059387,-2.31486767104122,0.64571527823709,-1.86662216372754,0.411736993347727,1.19989141785254,-0.693020702687461,-0.0378148095804296,-0.24499983500547,-0.847256748655783,-0.20837577453769,0.44433516315263,0.342475507688993,-2.32186067030369 -6.15386725819447,0.105802367893711,-0.241631487742136,-0.698682973284842,-0.442162123044753,2.80888235957912,-1.86056418509334,0.794284017098289,-0.238092795354123,1.19339927670151,-0.790984704591312,-1.10672875085304,0.98646376662706,-0.688782689322109,1.34120572482199,1.44657091625725,2.3406972116867,-0.37839153105025,0.23662460667068,0.951599648073647,0.230680142974641 -1.45848706408616,0.456998805423414,0.540246348189177,-0.846128675934686,-1.58724347968655,0.365856099912653,1.42139890962399,1.00205779727569,0.879238111198812,0.481979453847665,-0.186968830740922,0.759289058182303,-0.280420861002489,-0.489686252301832,0.987540098897271,-0.206250472033995,0.193569398199354,-1.20938891284004,-0.469803971962012,1.04459922840513,-0.721793110962795 -4.68799736190601,-0.077152935356531,2.28470874393277,-0.419873436340206,1.28175466351265,1.02476154867285,-0.74874905064168,-0.99182610649001,2.38393676908866,-1.17220461665763,-0.749515098529064,0.0335552267261265,-1.12906647955729,1.81597631348287,0.134329758358743,0.340281545311773,-0.0435203841778108,-0.894831944560044,0.185784385828121,0.957559479675085,0.130794844532712 -6.89099795982484,-0.334000842366544,0.770508793682133,0.274520465820255,-0.431269202017899,0.0466562588384657,-0.0399961699242068,1.52055002076518,-1.46083547552651,0.462001087462092,0.628206417325945,1.64916867288037,1.78684072549454,0.156688101233941,0.730129955032077,0.468030576976425,-0.205698720129511,-0.0602029715434629,-1.24339004885873,1.86014684854221,0.228661585876753 -0.6957152418311,-0.0347260283112762,-0.218519918672128,1.78758802904559,-1.02911946601309,1.9744073035063,-0.415653817046748,-0.66259627791929,0.599957658451171,-0.558816191526309,0.863662764369579,0.555281813174326,-0.405526437353935,-2.30154844292359,-0.090396520286742,-0.65394905008778,1.19155621282834,-0.32788165852545,0.266500861242092,0.438460896406951,0.526909482308013 -2.7268521828458,0.787639605630162,-0.552013885852745,1.086037657499,-2.52504019068445,0.493659999366835,-1.39841669323741,-0.566533408447294,1.37105355877791,-1.89289416464685,0.699965665759746,-0.908908182060632,-1.14038154665357,3.02987754157012,0.457327077868145,-0.734791601842372,1.94884559647808,0.802656464882576,-0.588890563584193,1.0800067043727,0.525192507576432 -7.83126545924237,2.07524500865228,1.28836858938477,-1.0526656888045,-0.263304223143343,0.169242466184419,0.91807143689301,1.39688295766109,0.741000374735247,-1.13723468575071,1.11056795834917,1.46221827535056,-0.0257391511060009,-0.755767460253358,0.784356767846453,-0.89937919259056,0.661460295075278,-0.563176653039404,0.312293869271807,1.64097884027348,-0.839218593997274 -5.73722498739901,1.02739243876377,0.598372995135333,0.287419920812039,0.147075851460824,-0.300612392937197,-0.063290118824824,1.23455180004817,0.876082000347294,1.42944171136366,-1.13759999752783,-0.489858191980113,-0.553418359780037,0.557581434859486,-1.53568725126484,1.83037516843234,0.688646393563884,-0.212015539032942,0.634775824763331,0.944066601686679,-0.491618993940584 -6.86987081734365,1.2079083983867,0.316859281013677,1.10617185107018,1.53021731568593,-0.343992357291827,-0.0427020277145195,0.0171265654561353,0.173073231605545,0.465465955710305,0.192880476802045,0.0238183370178391,-0.658592782804394,1.13625373706417,0.627792122488038,-0.984783786619665,0.3231922707903,-1.83087281122982,0.522130576282937,1.81869103309864,0.0800520495615318 --2.61322265480773,-1.23132342155804,-0.557544424402852,-0.652663699056787,-0.794124829895426,0.0802167876117333,-0.224869462395943,0.482944898482565,-0.549500901930087,1.05406202236475,0.0917661492414876,-1.03025667129673,-0.017910651834531,0.267204100253423,0.120555975800915,-0.0130280754909136,0.313901107596229,0.490732285658361,-2.26600482966577,0.240280932489397,0.557196063586502 -11.8485366654255,0.983895570053379,1.8625205885542,0.825607801612026,2.95824542069166,0.874278099496603,0.522622548133052,-1.68739284181503,0.747992634061037,0.736583068650035,0.158455738896006,1.15298871839283,-0.639662664172434,0.369358690807824,0.740897377997159,0.399475711403239,1.9702616631406,-0.185779451267662,0.202677139743064,-0.892528480199398,1.67904056043584 -1.69104849710283,0.219924803660651,0.340284014532571,0.749953418870894,-0.909942050153106,2.13003671205978,1.54417229320342,1.73839453349545,-0.0699933468706038,-0.607160705796706,-1.16763176969145,0.0421246457546415,0.845502646744412,0.711012907349698,1.20671709121008,-0.94918084601474,-0.706730514380544,0.0963885275478676,-1.43176185386195,-0.619709156129119,0.171735327514491 --0.638020713922708,-1.46725002909224,-0.5341773184238,0.230152330948456,0.397347299295852,-1.17152729602912,0.509621917112887,1.7071606946701,0.602569841893176,0.871821397809323,-0.18953274444299,-1.87487612249901,0.061164590566604,1.62075465469804,0.894298330308657,-0.340508863732475,-0.185092905681366,-0.42305543080302,0.184055940254162,-0.842281444431361,0.684682330641931 -0.633364571202241,0.521022742648139,-1.07576327472095,1.69841725573109,-0.128073831832763,-0.322726606690773,-2.15785347372593,0.0501287684465287,0.2915624493541,-0.705863136613228,0.129934093810451,-0.659942159475297,-1.77762025883036,0.317152475964312,1.81418063968393,1.05959361918104,0.81553808945855,0.845555578862077,-2.35665681816634,0.915315169718902,0.377675195966147 -4.57713415726064,-0.158754604716016,1.0155574155544,0.315856370525211,0.328438098501645,-0.358947773381089,0.94213799374453,0.138069861652923,1.38978539198176,-0.764654453166548,-0.962702753484383,0.136855261414918,0.373297403717327,1.35769291724806,0.325961589909414,-0.0137321805926847,1.10440194778166,-0.0538589522482346,0.344099725332862,-0.186313071837578,0.195788409598577 --1.2173355392976,1.4645873119698,0.552585644594372,-1.87411057518756,0.24959043579694,-0.387241664204904,0.458332989797919,2.12443505641541,-0.079027643924389,-0.785212730675309,0.0358160250334389,0.0273248041149664,0.552400175444182,1.0656123748579,-0.302099096801007,-1.56887272958865,-0.319514571055719,0.186124841983943,-1.16116531982719,-0.159092478671422,-1.42029758974182 -0.142499258514698,-0.766081999604665,1.81454593813162,0.606294729276954,0.719828488577352,-0.386804427507758,0.228608286766757,-0.305661107340984,-1.28635453950412,-1.40720241903885,-0.345999482076012,0.214415524855294,0.476967531586067,0.445859981900911,1.69757489815219,-0.609529034374511,-0.203658581506827,0.713341741317653,-1.2341692959227,0.490717683187725,-0.54249142723739 -4.70984308769643,-0.430211753928547,1.12866157351342,0.879018443654109,0.52195690885815,0.742779164357192,0.702574812748972,-1.48772036120301,-1.03536340138303,-0.747586992751052,-0.014956263152677,0.96791202153121,1.78333179727961,-0.699833875664092,-0.294455672739775,-0.327780308804884,0.998247981685736,0.537159771914159,-0.0612744048838906,1.18179278483751,0.58007864849099 --6.11842108566803,-0.926109497377437,-1.41225502469534,-1.09310195984593,-0.0181250901892379,-0.0282292667037271,-0.156827027671777,-0.771207950515879,-1.08604051830378,-0.255178202330977,-1.99139912717091,0.901508426900373,-1.06859071023027,0.435052715256031,-1.12341890403197,1.00978155943042,0.163785894873798,-0.568438840117878,0.0599146222294564,0.471841048568463,0.8334134513747 --3.93272239278693,-0.17710396143654,0.77627952346856,-0.237454730121788,-0.493025142120797,0.237305067456993,1.67468811310267,-0.853575521968029,0.211575622319201,-1.05153608314978,0.787724580169818,-1.10601566621226,-1.28416053261763,0.0997145427322733,0.0968433011784975,0.140381163820134,-0.236256162165618,-0.750278168959854,-0.255875470801824,-0.174089736220165,-1.08042983001211 --10.8782834003736,0.402011779486338,-0.904193525291476,-0.491638466785954,-0.112120445958246,-0.808474996978994,-2.82541739340596,-1.79989168202056,0.088799813982564,-0.332742909341236,0.803405332829614,-0.649470849631762,0.0593560756556105,-0.300509766558324,-0.0931246999903207,0.582214668878399,-0.561847308907131,-0.660536246800088,1.10340604237053,-1.6252508319407,-1.69876188445973 --0.221524210195815,-0.731748173119606,0.151694440110515,0.616284662188384,-0.291329601165508,0.0169471578354482,-1.31732556209008,1.07512584446509,0.568896423153106,2.39998148739876,-0.642403294971434,-0.585158272022827,-0.823167328475889,0.116181275994212,-1.32773998841451,2.9946546953553,-1.206838816539,0.748554702244167,-0.319947475357218,-0.275820884733506,-0.230288121511732 -1.90402894445612,0.830373167981674,-0.47520176578483,-0.246428784309969,-0.28446059203131,-0.206788538104224,-0.540296134729937,0.191248962981039,-0.128748775068543,1.05303944627984,-0.389946970626879,-1.09599162407833,1.25137327943461,-0.266722190170992,-0.812043399212225,-0.715389556270053,-0.536134884054149,-0.0256243484217544,1.08975368994623,2.58171903614369,0.258423355490351 -9.86854862831522,-1.20808278630446,-0.0868169530772092,0.923623896710416,1.48100097179056,0.833509114451055,1.16112890467597,1.8694654531989,0.0815617656202515,1.4472873663842,1.12115832079589,1.59420568293047,-1.19276372865327,0.607213049511896,-0.852109929191986,0.0891586962611181,1.21049649420859,0.0187162186509871,-0.204436997911831,-1.03515503656492,1.16849883702553 --5.92007985275442,-1.04798441280774,0.282714992122033,-0.723147936888691,0.583531699727135,0.674237083377769,-1.44729845871888,-0.181625152122658,-0.539770205163801,0.476534000987056,-1.50212984018872,0.0636867918596491,1.63760652182416,-0.456102218532832,-0.262406881382425,-0.435939969673717,-0.329959904247479,-0.0641914894269442,0.664476852575323,-1.10486417346722,-2.62167151499854 -6.36194375444761,1.44115770684428,0.874979458948231,0.634477544298909,0.754058241249612,0.244988680686985,-0.309698235213761,1.78974842750172,-0.655061112306877,2.17253112558516,-0.944043757959243,-0.222846133816264,1.26867908085588,0.326351175547543,0.548103679658076,1.75928863844979,-1.05218335356239,-0.761415317760378,-0.218576029448319,0.915731396711096,-0.770396073456804 --4.51994148624741,-1.01584746530465,0.48513740717639,1.33128481929605,-0.66824407283921,-1.24842271560151,0.0652677401972043,-1.56141467029015,1.11914184213051,-0.815500230528187,0.741382635070852,-0.300802736089062,-0.51942158666924,0.227442724210695,-0.806199608882628,0.992458295664223,0.228645325047271,-0.184420277136663,-1.8155197651569,0.0292004515876665,-1.07364139094694 --3.31305045359882,0.411974712317515,-0.340962022114287,0.93096948347347,-0.214973077582694,-0.975757063700464,0.0920526285750326,0.99630579519572,0.197243300298548,2.00871793133722,-0.461829326175935,-0.307366876512001,0.337571465863771,-2.33054363051855,-1.15406008310011,-1.15636207865791,-0.0386738393127677,-0.416629213838739,0.268807442333865,-0.883072261708741,-0.320285809029033 --3.0098821856281,-0.38107605110892,-0.589803893382451,1.60857209527034,-1.18508139949254,-0.0380328885988594,-0.0976161519927563,-0.392818168686218,0.672553528720096,-0.702261579589357,-0.296536347890815,-0.586818366613865,-0.560567153725028,1.2124578493397,-0.273196642369615,0.302597339360923,-0.0567803056920524,0.656045527000639,0.574291001671738,-1.15566051336232,-0.880951921839153 --8.59536275014114,0.409401839650934,0.45779424411153,-0.257367422990564,0.17102242883864,-1.12776401920057,1.12832002372055,-2.63719707343199,-0.488568515003281,-0.0866426753735027,-1.11796957256763,0.782933531659129,0.566608050599522,0.905168777227309,-0.0907626743218903,-2.2482948744166,-1.25249517523265,-0.953094368643712,-0.541838244277054,-2.65417154070012,0.65581971727427 -4.18313806652257,1.68887328620405,1.6463161853799,-0.625987044995103,-1.25700203878782,0.868712339098365,0.52568881279506,0.348523587116164,1.10962558554608,-0.185503371755838,-0.174226004443117,0.348730377259505,-0.842275729508118,1.48251532042417,-0.143891983651656,0.974128610211817,-2.06745714568839,-1.15773597097321,0.169349920195786,1.19614682629762,0.627929620016133 -12.7945896311889,1.58658843344197,1.31170386465971,-0.305152839122693,-1.07923926840161,0.206982682971243,-0.0332294636001439,0.966244809697622,1.93160735876707,0.872814792770378,0.268826187821085,1.26463533786014,0.510099920439738,0.586709264537158,-0.830877865293575,0.692720289446173,0.118094804091648,0.314785231414957,1.40868645939133,1.89961346551673,1.08418853661599 -1.03108040469478,-0.330907800682766,0.175847282716408,-0.167486866672116,1.7696285856723,-1.44878052676627,-0.325158904151179,0.402151031959411,0.0689691031925223,1.16108461930094,1.33260471500369,-1.52070650243283,1.144868486829,0.279428379421133,0.334988916613039,-1.84559052991948,0.28262762837314,0.450713210724273,-0.767499664680548,-0.819229034388479,0.962393283598724 --8.83176393240148,-2.28523553529247,-0.700301690477055,0.996085902266079,0.891940258217749,-0.402691248482518,0.554584610807635,-1.10032714538026,-0.629887992506286,-1.57014842158956,-0.484454895446066,-1.78833156699149,-1.10876128058524,-0.584650709747611,1.01908759965251,-0.257581280326987,-2.76038379950427,0.810722544755502,0.477760761817222,0.148758820623023,-0.218568588772717 -13.3453672118981,2.49766158983416,0.874068099567082,1.18590173953739,1.55147722046161,0.187669736434034,-1.82805748668109,0.475760061980612,-0.403862031546706,0.323032210189171,0.188255504775426,1.77876282839091,0.983171988323803,0.592956951926106,-0.279781464873607,-0.191614769145524,1.09258975137154,0.333274291545759,0.81188788554784,2.2210464432824,-0.419651921375368 -0.133676699901432,0.667066166765493,-0.790979950842336,-0.889676186633284,0.792360888535206,0.686616052971419,-0.453226468559158,-0.255558985962005,-1.6248594141281,1.5169748350998,0.376367292895383,-2.34568527096073,-1.33664608092747,0.999265784425255,-0.991449831720847,0.573411521780541,1.10399919604826,0.897933533006839,0.861689181061754,-0.0379994840469855,-0.975116212863158 -2.38272127616275,0.5413273359637,0.552516764968605,0.0403099017751584,-1.24648269791427,0.841392383839489,1.54994683031307,-0.451073863952749,1.08533032530217,-1.78103747408423,1.16916524133518,0.605042459380688,0.401552976543395,-0.379507387695188,0.0728709386330057,-0.0030893622265701,1.1971816965978,-0.10111115036084,-0.940006977766603,0.315698479231898,-1.54357355684793 --1.97052282336867,-0.0133995231459087,0.330529200030675,-0.641435454773597,-0.0959497100109185,0.416531729201851,-3.23269672295373,-1.42358728544542,2.04041401614382,-0.704833346566712,1.8277505196289,-0.996267934816059,0.0988030510369144,-1.37320656586504,-0.78647879873689,0.0142184604493746,-0.412673872213995,0.861851002276001,0.283988060187443,-1.27228376273708,2.34906462044573 --1.17185637682865,0.510108422952926,-0.817378897783483,0.0828127200781489,-1.00562480865564,-1.28946397893479,1.10717499674605,0.492852217389912,0.329606263950344,-1.34129296762082,-2.47499191059246,-1.38547082195429,-0.428796371229912,2.01694536830265,-0.119154441942142,0.131495567193138,1.00586159880337,0.0932090954773129,-0.016476089620644,0.16935344757451,1.58709251207093 -4.52701713966845,-0.164375831769667,-1.08962054905362,2.34663110845456,1.98154578945369,1.68831611581636,-1.45801724992954,1.07277529647617,0.187248251007081,0.306946629299217,1.3026329127772,-0.753870468020259,-0.149298747235413,-0.552222248901318,-1.03426086963015,3.1185097118967,-0.482042631529941,-0.331631067899015,0.891028549873676,-0.854877057431975,0.696728460743671 --3.76699097341743,0.420694643254513,-0.440135814685843,-0.279387059598403,-1.20508010218706,0.829825876386754,-0.0253270919397933,-0.187331862200487,1.33352948805591,-0.457352894158331,0.212378454187604,0.167260069612916,-1.86101456951086,-1.32477851982644,0.358622226452606,1.18757811625256,-0.340410197247495,-1.40304046939005,-1.12754279058148,2.27254048554774,-1.59140438464016 -4.53442411717008,-0.400246743977644,-0.183225165364714,-2.77058296397707,-0.205786676094424,-0.397374513074434,0.116208037656524,-0.174027314277436,1.12506291370713,0.709271929854465,1.58529279506637,0.268449349537702,0.979078122538076,0.72644416845872,-1.77938562306808,0.0432665018008585,0.198452952275326,0.0098991808138351,1.08684109370441,0.960056192496555,0.837251849334411 -0.0826084108968161,-1.37020787754746,1.4375832434254,0.153677140686235,0.416702108771258,-2.40735135184075,-1.41778399625944,0.0636919642352445,0.351872212592901,0.684801970848986,0.794722716206321,-1.01258556995292,-0.0100567030987174,1.88986838609316,0.975605058504854,-0.295618236603569,0.106011140042167,0.310429675376798,-0.629607015016244,0.5220991561493,-1.87985948358231 --5.50511409596232,0.987838267454879,0.115378225384973,-0.28620111568984,0.307441147306518,0.302785028653093,-1.44537887612156,0.127711522117623,-1.52918027997266,-1.47920569066865,-0.206979624196663,-0.568067800418419,-0.419409057171341,-1.05315512225249,-0.696602096016091,-0.298546738532371,-1.79031499024214,1.78180929205125,-1.03038065141062,0.224837415560395,1.95980503094786 --1.34437199748805,1.51974502549955,-0.223262793128762,0.310754118399502,-1.59984838439964,-0.789017706478675,0.169099652204251,1.31740979089595,0.753181560254747,1.59116289851862,0.27094368065798,-1.22166264948009,-0.0995962068479314,-0.396098881364495,0.705098464649004,0.295755203100575,-2.7547085292194,0.266898023170266,-1.19755174388218,0.174179688998605,0.276066242648984 --0.589391396044281,-0.308740569225614,-0.85294594664107,-0.404940749019279,-0.241943226924168,0.619176736796718,0.300875936018467,0.471521500102059,0.752737313169126,-0.346811079881635,0.291763701761528,-0.153091478984417,-0.670611495453042,0.693732943520701,-0.779300020549369,2.34556522292741,-0.176338152593277,0.24289879959451,-2.25340578565509,-0.370405831198952,-0.0630527540184471 -0.979019993717006,-1.25328975560769,1.0928103157644,-0.161119938430805,-0.191825501887203,0.216243659777339,0.809282679453158,0.182231699504163,-1.362486773427,1.19281015470557,1.51293642814409,-1.31629943158802,0.688564436253058,0.869380433757093,0.2469090576372,-1.37272858330268,-0.401854179837393,-0.252148764251949,-0.0104834662151176,0.772901218929636,-0.642251891800941 -4.28367352253917,0.642241305677824,0.181231396998755,0.693984572521066,0.293495949797647,1.21120458688576,0.978269542846926,-1.14814491879885,1.04218164872585,-0.204660404929414,-0.144257254111991,-1.05988425662692,-0.0821098165659681,0.824632973361529,1.08566674206445,-0.889398088074175,-1.51610139347591,-0.158584212019509,-1.07906528190552,0.671870027667739,1.95512948984289 -2.86354326012958,-0.0447091368939791,-0.64806948679538,1.2701470235246,-0.027194814668664,0.485182740190809,-0.63936527716546,-0.368782801797815,0.646882755826975,1.13859461797941,-1.1954137636573,-0.709698133278492,-0.881329974349834,0.751412021056183,-0.178951076349743,-0.339572116288374,-1.06412790150817,2.00509011292702,1.26169016239014,0.687486522843488,0.468828969122749 -4.36617559913543,-1.73321840682484,0.30274122586034,0.765714165898254,-0.594011862489269,-1.90915618996793,-0.247597030736381,-0.21344699407464,1.44167409860092,1.93770661323722,0.384731167740267,0.189846980845528,0.0185357380314718,0.881228996349005,0.39072179207577,-0.189459107004502,0.983696837331775,-0.643111760029948,0.0859627887765305,1.92708722646725,1.677828625629 --4.5218614633515,0.00213185968026965,-0.928398163186561,-0.96545186264858,-1.25821939917248,-0.257287546007513,0.735782945521306,0.757051170766488,0.352504477472955,-0.644400208970099,-0.650344719747643,-1.79387790200593,-0.439935246771328,-0.273616145531488,0.358065756293226,-0.00842031982152995,0.0997304543654398,0.576861503103259,-1.0195606950861,0.505282590712106,0.0124347240713904 --0.748064167038322,-0.630300333928146,-0.440871371771226,-2.78511028860179,-0.799908371966067,0.351144905665316,-0.000253140303852592,0.501118372210886,-0.717052433500308,1.23319751225101,-1.11540466498855,2.14779546342844,1.23870708419096,-3.03458507202338,1.23130360191104,-0.900952959420525,0.325735142404431,2.34207350329691,-0.75475808325834,0.879708120005621,-0.465907805317749 --4.67386598843277,-0.340968579860405,-0.372481788714959,-0.080365636870366,0.483007059574224,0.597675531079905,-0.501786247213238,0.0251017853783975,0.182418183906341,-0.406470644546446,0.266266991669354,-1.6660569340577,-1.7203941839277,-1.48715642293897,-0.54415765978247,-0.0985881443546523,-0.869386703794975,-0.16003306313508,0.345002002766633,-1.12804613249456,0.584341613430981 -9.24143035304425,-1.15657236263585,-0.817698099264646,1.24860484842951,1.46339459130078,1.51275126040881,-0.770442052377236,-0.435666654589359,1.26131608722875,1.62208954808353,-0.123490163589343,0.434078134097402,-0.47653770472507,-0.827933214502127,1.90528768843624,1.01678957179942,0.965160739612914,-1.09007602892191,2.41478737810179,0.692060742862999,0.438269023163933 -6.30573749193069,1.80314190791747,-0.577042410739639,-0.167390009361157,-0.912109973159841,0.379080023545458,2.03431375192241,0.762469871487064,-1.19637061060283,0.787143338918353,-0.655522403720159,1.34800861153243,0.680416274430434,-0.141968446506862,-1.53648742407002,-0.720133716890991,1.69421387911065,-0.0185343200695312,1.21104370806527,0.565869380628102,0.424419508430897 -5.55283052397985,-0.331132036391221,1.014091867339,-1.19250499983306,0.0489886478771371,1.06356487629658,0.260331877439238,0.308265333491436,-0.854181380743061,0.857406691510736,1.86096072296139,0.0440373316943668,0.670591902951571,1.27487472733456,-1.37683648509444,-1.11017215035021,0.907177300672762,0.249199999884201,-1.03377994581947,1.53357521036054,1.01897678772406 --2.94458636628846,-1.60551341225308,0.0661054679325318,-1.05837897542955,0.103814773981183,0.811839662310541,-0.515314672282973,-1.04924052478227,0.857824102615566,0.639423743335527,-0.933718481230142,-1.0523851324656,-0.436276718060511,0.672080897562692,0.444101876282666,1.08574800852862,-0.561743301741232,-0.739793167836281,0.575022314989895,0.614810049161412,0.0640507637889986 --3.16968986504929,0.197193438739481,-1.93007161856328,0.0159535254584664,1.97222218467002,-1.20564795822693,-0.0934063261717462,-0.829601769836009,-2.17105246228052,-1.44312558223997,-0.185332363002978,-2.18933662719004,-0.619151626593994,1.47825177143634,0.713846776899301,0.805430463376756,0.118209573226627,-0.27467779984782,0.102222569638843,1.48991106966647,0.613952853251536 --4.05634025479993,0.263175646405474,-0.720111817944939,-0.299880480180038,-1.44279429718637,-0.356524388978897,0.417667350576079,-0.637694387576023,-1.411334570065,-0.358896682704602,0.562558695364763,0.348350060653599,0.365024141155011,-1.1522605838425,-0.108696282184585,-0.381308513038653,1.13908723008705,-0.751174121203747,2.09165253390455,-0.387358584724972,-1.41284913884146 --1.76980248685203,-0.985826700409291,0.349959404095901,-1.54357909559665,1.79684077937411,-1.77147170733819,1.00883702893244,-0.0775201606176967,-0.053960244775818,2.35197419919394,0.664950883178098,0.307486551372651,0.932881947441348,0.0634933287884011,-1.96917692245053,0.112750034161498,-0.262491528483147,0.427663187085182,-1.03559910296669,-1.39237319857036,-0.755846839698112 --7.44509218754427,-2.88892067167955,0.439655317500039,0.708170545253847,-0.260372613047465,-1.12636162170118,-0.817981606718076,-0.2236533907926,-1.66917334824351,-0.611102939591509,-0.115372431187512,0.608765835759995,-1.01845745754202,-1.25329979458984,0.809284955465973,0.976154564281577,1.68659038094408,1.65682691787311,0.0905182150684661,-0.633982119915661,-2.71507911407037 --3.34853941841942,-0.640481702565115,-1.49766636835482,-1.3203991630195,1.29525149698702,0.583060521604912,-0.952887592659374,-1.55440633262377,-1.07709060644926,-1.72108509934692,0.351137894188701,0.179164884163249,-1.62994529134712,1.19748311832174,-0.0704071538898264,2.2596627971059,-0.0371545487127247,-0.749118706263764,-0.212924532370284,-0.72297035258782,2.0904246939132 -4.79999600696912,0.570507635920485,0.0459947542279762,0.459165955043773,-1.32756328010789,0.237221966599331,-0.0538039818463699,1.14576621085115,-0.617578160403264,1.62821611009903,-1.62913247290468,0.85897784328841,0.0436522907188123,-1.5498126039193,0.104138533051795,-0.780736949829892,1.10379007763024,0.190242909235124,0.532370851989263,0.740854186347319,1.92236143175507 --1.3937392627524,-0.05972327604261,-0.664002724775838,0.242764364392311,-0.174443190135492,-1.07110756676953,-0.459882244329677,1.4802629121097,2.65687975055291,0.661465022739181,-0.398799789782309,0.157572760103044,-0.95926934676142,0.235799316073589,-1.38544328912262,-0.562930567432651,1.08540099702339,-0.647873239617376,-0.676448165540474,-0.810345012868669,-1.11403370817448 -3.66496783998564,-0.0981787440052344,-0.351877759574955,1.10137659939948,0.275893770314672,0.513582357471418,0.705015286724749,2.27660677918525,0.535648380488632,1.091146306806,-0.144840610488702,0.861437929690819,-0.17622825490168,-0.00171117024621593,0.0677128610825792,-2.59172599600711,0.405277355178396,0.320139647152917,-0.945058766774956,1.09460282201382,-0.924479774390402 -0.460985142951403,0.560820728620116,-0.861052381490187,-0.0369385580696269,1.74842122996919,-0.806235134398362,0.63978149017786,1.64039692158386,0.0586884788956259,0.486246271972134,-0.785321288639668,0.405345882090364,-0.917852951909636,-0.874567684367976,0.797386447453227,-0.499429721261483,-0.399817311318469,0.0131570842582661,1.48276586598792,-0.170670859481887,-1.51373377234266 --1.45538318088141,-1.18645863857947,0.647905071750828,-0.609198125451424,-1.17751693966062,1.18876091555395,1.55729812846855,-1.49937727351672,0.369082125904867,0.376906739883091,-1.42928938534502,0.242884794381991,0.00725265166829387,1.13539167465804,0.26271115619776,-0.568808656582681,-1.0781315031574,-0.761706832311498,0.0888134231223221,-0.332494465878966,1.13057185465608 -5.06833886663666,1.09677704427424,-0.709225752502855,-0.360644162257324,2.16041952636898,-1.58175063230561,0.845239441734945,-1.07629116416954,0.305241109062931,1.92077505018006,1.11427284854998,-0.300913214130762,-0.480901895802006,-1.65545683774486,-0.238167443502468,0.940706574188537,-0.584459197202155,-0.472561104833609,2.99643585997303,1.52045577685383,-0.134493611974957 --5.12450627132381,-0.00534402827816569,-0.399671204826665,0.622374570107727,-0.288037660451326,-1.09126540283148,-1.27698713737609,-1.74655767298056,-1.04866409706547,0.229733552215033,0.200934078186446,0.1701187464489,-1.64884385464502,-0.280366425773056,-1.77748675508825,0.0335795306759831,0.132920843818448,-0.255291960452793,0.848839206759182,0.0621759733914292,1.10250642673265 -3.52164240845194,0.707310667398079,0.14662136966086,-0.830414594929298,-1.27350901451061,0.25732784837159,-0.465618089158104,0.457978347868528,0.500509092970777,-0.111169800874573,0.310487318281098,-0.531500024676636,1.12941433593151,1.16910754686634,0.602796353109627,0.657936423922233,1.57336443500988,0.288391999829466,-0.407227491504211,0.103745357668709,-0.401170926911517 -3.62333919681156,1.03410773473746,2.13009924330664,0.414599818144774,0.0444348921270816,-1.10359614996031,0.0364772373798299,0.385315549885824,0.707835171437185,2.01281814905583,-1.63756129006233,0.82980423816438,0.973835270609476,-1.05000121936604,0.199445597861874,-1.04244459510081,-0.504275772228251,-1.17672049670559,-1.10813544208895,-0.135941915967582,2.1445473466177 --3.45333056793127,0.223480414915304,-0.0877144537376512,0.116757685657561,-1.24018484855865,-1.15147372862239,-1.51427465003306,0.0512406178896119,1.11175900883803,-0.0225308807408495,0.252474633411842,-1.19236595819215,0.184762809374828,0.216101230429267,-0.00311908242979015,-0.807350408689788,-0.0435954432808037,-0.805599555760533,0.91466487632065,-0.0499106401441436,1.29880847085 --1.80719144448079,-0.878707612866019,-1.46689469039374,-1.80763013306706,1.6606421132305,0.525831180621254,-0.176524679462734,-0.0245684360540878,-0.55592403774819,-0.712473652446012,1.96643052904925,1.25661073692732,-1.51858618080765,0.735722276887398,0.0336180747459272,-0.349320744482177,-2.65347814539197,0.978768331829517,0.963324615658711,-0.941156431387515,1.21058511547864 --8.23890667846144,1.16296455596733,0.651661480925902,-0.97531784680804,1.01005351145648,-0.330129336388992,-0.706544791644555,-1.04977273142649,-1.61261720378181,0.580737925873456,-1.00663832169304,0.891907199067159,-0.809251877866701,0.156996824238065,-1.49627467758487,0.119290292612057,-1.52428763105087,-1.09905098853576,0.885681059624133,-1.25588483853474,-0.990515527912249 -1.245771213287,-2.00016494478548,0.879556636026541,-0.0653105741444576,-0.0744705476500279,0.737376232018123,0.253713548893448,0.18007270245182,-0.136179360677397,-0.25975761503711,0.372718684778188,0.656673769903129,0.766846475881599,-0.22129353563458,0.165005659385345,-1.68755800771517,-0.0114418870704663,1.29727318797024,1.07540128378544,-1.08533942546621,-0.241223807362603 -1.89825402674391,-0.544790740001725,0.959205700386695,0.347080375447839,1.65602662789433,-0.189896191524723,1.02658855072812,0.533534814093066,-0.112167148156249,1.231534454524,-0.945346987701226,-0.695210312759714,0.344247661220562,-2.16023739790762,0.32453729641446,-0.114272211885647,1.25574419011314,1.54685225351304,-0.233530798365148,-0.341512609391225,-0.966221355080609 --1.9411595378792,-0.255670709156989,-0.756953612798952,-1.07920755777031,-0.729095773722186,0.127087805725327,-0.305105893305048,0.896470470617037,-0.0174447863791972,0.182415233003385,0.275603298087414,0.641231481069263,1.08187641482903,0.917184198943108,-0.991692443672169,-1.20178504346651,1.21084127180015,-0.125446855601971,-1.61454611408395,-1.13109166725373,-0.290015154234987 -2.66628928916432,-0.166121036765006,-0.616446909089092,0.328389526403833,1.44702042456004,0.00699409424382127,-0.853218988492443,0.972876892240139,0.292081497262244,0.0234841114725385,-1.42715181767019,0.511458440689203,-0.10205188982967,1.4168655110087,1.05386828883825,0.00426155314890467,-1.19081045300852,0.914627431804684,-0.535590095099052,0.852057501939063,-0.184283440451392 --2.23176670376081,1.02046390878411,-0.828730684563673,-0.545135136540658,0.249347800019714,0.671161639032241,0.260940930793986,0.0105304572301595,-0.393706330556458,-0.617657889767219,-1.68577301165474,1.21333472283111,0.159731142411314,-1.28415032439321,0.111166784176444,-1.24050194775973,0.943331354596316,0.372285869363252,-0.306142543622318,0.139890634287332,-1.08441147850883 --2.65186798823399,0.136221893102778,-1.40258371286389,0.493369044697544,1.43825504194835,-0.889125104925088,0.512280842557642,-0.287075670147801,-0.991016649355849,0.0665497172954659,-1.04201353644006,0.877305483670329,-0.0412951832582682,0.130997375821365,-1.5272971733413,0.176399854644768,0.306207625855461,-0.931455493618343,-0.159024569018057,-0.0134739624489801,0.221888320801292 --1.04241484222147,0.407167603423836,0.426110455992412,1.47808074638733,0.135647973701242,-0.480390769490723,0.171421570171097,-0.688093863889307,-0.125381086042086,1.05205363147467,0.934913167616457,-0.721858604892709,0.157199704253489,-0.0960195392965539,0.0360965452503801,0.524442730931029,-2.06056709919973,-0.963705034435132,-1.02790982687653,-0.0144141100734703,-0.0824209279638732 --2.427391131491,-0.0696548130129049,0.224878849374591,-0.435685095452899,-0.213915166047056,0.924902045046842,0.308147966541953,-0.423867153302874,1.08961395141801,-0.906344687771889,0.486465468945981,-0.463552875249144,-0.25067937700937,1.61947120855524,-0.0490138030716822,0.52406480728313,-0.558118671784692,-1.71243564932774,-0.0991659508142459,-0.272219256751843,-0.266007789371917 --5.57784143079064,-0.247664341619331,-0.674570076350556,-0.245532935573001,0.0638999710274238,-1.31556197535619,0.319031279868201,1.38693136896766,0.483097121402363,1.8934140808043,-0.28255316549251,-0.0837105486931276,-0.946730278938915,-2.02890487834023,-0.943785297597875,-0.568752115443731,1.36964085459153,-0.316357188531039,-1.24410979937808,-0.54414831855433,-1.56064769580975 -3.53984507966469,0.69555080661964,1.31422470990816,-1.28456697147602,-0.159159236686841,-0.0662958253937604,1.00669466437346,0.0684882956560208,1.51656271961376,0.534681506583744,-1.81300657483803,0.264828880375692,1.45579773885214,-1.12812676452846,-0.218912431765436,-1.6913594467423,0.212397909971613,0.062430065502146,1.35108462994628,0.945601779694319,0.953304290357785 -4.73619935897074,1.1462283572158,-0.329388776979046,-1.13968054932757,-0.693848085283514,0.385042477713138,-0.898706447983917,-0.0958660536219838,0.603228455001082,0.0284564103152613,-0.511660559809616,-0.143201527104972,1.2266189343118,0.941836620850503,0.442807438124276,1.81102325147182,-1.81333518481085,0.947865619894089,0.863337388047809,0.470744860841552,0.595205694389709 -2.79580740868467,-2.40309621489187,-0.993744129078826,1.2980364820269,0.464105961642842,0.952713680568917,1.08116014627724,0.785154576925172,1.59963613814102,0.427361916327841,0.0688877987695081,0.946120656127579,-0.449949899674314,-0.531248409227829,-0.881132952451415,1.59134613630532,0.258111046493747,0.445635511392886,-0.811525057096855,-0.0848671568475382,-0.237411372315299 --1.42512661951258,0.572739555245841,-1.27100545490662,-0.734619445380247,0.102335856140082,-0.831046290947639,1.61802400140023,1.41014844733538,-1.44906925822074,-1.0877318001104,0.581030056820227,0.108855939128814,1.07798416745439,-0.447950071693391,-0.0698529587964088,0.196786181837028,-1.28953878166891,-1.42917905251073,-0.119833380866482,-0.553214799337522,1.18653655301318 --1.60545832212988,0.374724406778655,-1.12162412398598,0.261662353100671,-1.19098942884799,0.255830401951854,1.05209187080882,-0.628867506109781,-1.25517773322255,-0.7475888098334,-0.984205822939122,-0.57972850714098,0.465628691208924,2.30473660367899,0.101289454713742,0.104601003359148,-1.03450952217953,0.500137195290904,1.53624959397532,0.140329825954961,-1.14127553354393 --4.48221718886277,-0.425267721556076,0.309421147324671,-0.255671811947699,0.0416989086874336,1.3903787526727,0.577076827742994,0.712454448644136,-1.09183750457908,-0.476782483156182,-0.60465694127693,-0.622424247541502,-0.857451987643476,-0.963907537114232,1.07189835100188,-0.583625150822412,0.333669757564146,-2.28719991559252,-1.27819138855095,-0.214430847203287,-0.0497182365639096 -9.7869419501499,0.951012807576816,-1.19559332779067,-0.324471138792773,-0.711955978451687,0.472672404743566,0.30429017517101,-0.537072283296608,1.63410477545102,0.648624566354999,0.0713653840242908,-0.0975389297831317,2.65996283063629,0.156367355906996,1.27959217917754,1.30022575152263,1.19926252083119,0.749619937942485,1.54773934691847,0.928328441589206,-1.41857373129179 -1.24834485598403,-0.389237181718379,1.45054740058487,1.16201858448478,-0.312217504155129,0.637169147387407,-0.0296036722166814,0.347669366886716,-0.42286881754553,-0.296767356055835,-0.445257378617777,-1.2124581578796,0.0468431344641026,1.20312456248162,0.147112436135183,-1.91011009723281,0.614711919421174,0.154460309133294,-0.891185733998036,1.17520847065308,-0.597548508482898 -0.468079958883039,-0.284330661799574,0.386777209905475,0.310547734888749,-1.01029107664018,1.12061998949675,1.58413819714311,-1.05257485039496,-0.726817289179204,0.554691082810256,-0.634515447768993,0.639626972016277,0.622831829689077,-1.17637228783049,0.142532722015611,1.04783915572066,0.303742617129729,2.02580501286784,-0.540767069402543,-1.51602931397297,-1.6115887929476 -11.821664930123,0.857409778079803,1.01750060590446,1.13731764839269,-1.23011318450255,1.35162935568882,-0.733210303199524,-0.0880785123407226,2.73788995015518,0.851607995204583,-0.407613287464183,0.195805799157394,0.0111190521829354,0.567179184797957,0.771578860911066,-0.0192157814360048,1.20801220684058,0.604433656472234,0.431494621589374,1.39877545309697,-0.144945982911294 -3.42953709431778,1.7196272991206,1.18390063215551,0.625320807963425,1.50027431219005,-0.585223013788466,0.564250877998793,-0.634045255793478,-1.13014160181469,1.51731498489414,-1.37806044431062,-0.0202559830899929,-0.512288240615119,0.186395179999294,0.789517278931655,0.671712940471106,-0.250842323700969,1.32552504849604,-0.961790684609077,-1.47476760138534,0.803698680099425 --4.24848034020718,0.270054900937229,-1.16856423677169,-0.554859886730213,-0.729526888925458,-0.0240612836170095,0.575785021630842,-1.59661904074257,-0.34801100881883,0.394087678813322,0.655443657470812,1.83316701137205,-0.0928411296056691,0.307989607489004,-1.30480737831525,-0.890984692734225,0.173319787121766,-0.16468171345256,1.01828505336507,-1.71931028042439,-0.34800928235925 --7.6810104028035,-0.42218400978764,-0.497767512266278,-1.48367459261082,1.23292633432057,0.193453060425781,-0.273961255038051,0.259620668683907,-1.49808479141823,-1.28122652096134,0.108419087469845,-1.38090454075447,-0.378957617072196,-0.217790027667136,-0.633449502904636,-0.696459439599809,0.847304038805567,0.261332732379321,-0.848925703493532,-1.85627716646296,1.5885535703452 --9.12607580555964,-1.18911329485959,-0.367639189409752,-0.415701399930008,0.0244722179325738,0.638305451611247,-1.05392102549091,2.39410184370074,-0.17475194851219,-1.03819284860396,-1.25807785260126,-0.760986835857516,-1.18866272699576,-0.441103203093786,-0.810910323511453,-0.993675375574429,0.842080635201458,0.0355125660881245,-1.44946194233729,-1.13788289196315,-0.832556972688705 --8.59678611534331,-0.33103297887901,-0.248999625786155,-0.20929695567686,-2.52780086478832,-1.97195750520311,1.82495314485834,-0.405676856582556,0.204133902354354,-0.827230921153785,-1.33424284569471,-0.106790413144861,0.48692870783196,-1.38566531772239,1.0509881720366,-0.257241983491271,-0.907262837065797,1.35813569349501,-1.59302662773509,-0.0725076327410821,-0.731120283649712 --5.89636099432746,-0.939829326510021,0.636355324999075,0.693395765050654,0.709440972597787,-0.68918563938263,-0.192920118912489,-0.488933612164868,-0.781641019591609,-0.49646781586527,-0.227366524158041,-2.91914357742772,-0.677322737589993,-1.39852588887075,2.06842586605465,0.0674392657623025,-0.386473832438834,-0.314311720609753,-0.942804664579713,0.230705565438878,-0.590699842074382 -2.22179665818361,-0.258932583118785,0.997065724081568,1.47942016491397,1.58697359205992,-0.756273591604627,-0.674140469474261,-0.811652917653303,0.642397415219591,1.27339544570778,0.18262391318143,0.0296766058318451,-1.04458158079608,-0.730275025454405,2.07776114061917,-0.184518573967775,0.106541639067571,-0.809991776769653,0.283539534772099,-1.38865080819565,0.345721809578023 -0.669872376149276,0.394379168221572,0.555793413296447,-0.832855835116707,0.00749421269256788,-1.11290893885543,-1.47427579642766,0.588591527541936,-0.235974103406518,-1.18534629480953,-1.59709160168816,1.68630859067518,0.26655602039315,0.838386348287673,-0.727422856680336,0.608926560622962,-0.770347346137196,0.278123410233237,0.439446071493522,1.47262850755076,1.23105949584715 -4.90842246322988,-0.851857092023863,0.12830955898947,1.07248142124463,-0.472541350767262,1.33915583260444,2.20683084980701,1.61590292026902,-1.57134341496825,-1.25466163231084,0.857674647295501,-0.0226086732382725,0.155730489518413,0.6598246188901,-0.996670212407541,-0.109422882760282,0.700412789360206,0.764764216627044,0.424766880228775,0.770527226213306,-0.729872164003296 -4.37961355723245,2.64916688109488,-0.0425818680600636,1.63983270962612,1.78941411592822,-0.679096476467616,-0.310656107493698,0.0490722426056698,-0.875796979049427,-0.0749744688218951,-1.14682001418838,0.642509372769164,-1.24787289957083,-0.434676101855118,-0.127947936500237,1.1838360811593,1.13620328815027,0.263118007600253,0.687378935630115,0.247535370715119,-0.617111477317679 --0.504547264372431,0.156011675665079,-1.19389187807544,-1.77572094082048,-0.216359583608742,-0.0542063302067326,0.738246504686488,0.0732570106778371,1.05723006880466,0.0580527596899515,1.09504723352569,-0.643484400204879,1.0585573329646,0.408043549389044,-1.98438177633595,0.111618314452244,0.226853906721889,0.113374401858862,-0.0223795451145838,-0.30255999500326,1.07287185472597 -1.24115200534573,1.13020726745494,-0.0979110964254777,0.269643814244593,0.885721021627298,-0.743136471217202,-0.875310549912604,1.83024496431885,0.114431100619728,0.371217942055021,-0.348455314893896,0.0948013884720954,0.644125231484928,-1.36704001550675,-0.354363116186127,-1.47631162703365,-1.35641357615129,-0.0214159531088226,-0.00755921306695754,0.439052909214245,0.601976765134515 -4.66949853033938,-2.28912397984011,2.57344896740013,-0.637594069784433,0.871936910824424,0.537463390699452,0.636852579122859,-0.549556023105218,-1.19235827808312,0.356558645624837,1.33171251376348,1.64143795543891,-0.542272033467689,1.36192481128855,0.838273819822404,0.0707678312211844,-0.706470393400714,-0.808237080694246,-0.722939507807737,0.416003331662576,-0.339838887939704 -1.20515155161735,0.741001157195439,2.42135128854159,-0.185553276520456,-0.288613408522629,-0.356674449785267,-0.742366987104651,-0.629217575299967,0.775352116603633,-0.972440033221144,-0.452051233266877,-0.646816404378344,-1.5581500301502,0.145653525560422,0.0962970707121936,1.3736526676824,0.822295307693356,0.227767960670972,-0.990787009529442,-0.370990216245889,2.09999234997473 --0.471359128663967,-1.31624516045156,0.488388596925636,-0.128173477251775,-0.681207776374808,1.38873549881172,-0.928881447263052,0.888486625878875,1.56008246413958,0.396578975155653,0.522621068787953,-0.00161641990746029,-0.319219938464823,-0.736554622105808,-0.678854351903089,-0.987203588219227,-0.572147808824587,-0.491604928011381,0.351440565859193,0.460193136886156,-0.668353360982396 --5.52940526760433,0.919803677609141,1.81126992420376,-1.0917284451099,1.57492134113068,-0.0219565071655341,-0.636191902389655,-0.424374052336805,-1.0662149662555,-1.06417072705274,0.780089177866011,1.65927671973716,-2.43069710876339,0.257465922736784,-0.708671348232773,0.53131100383552,-1.62272274542433,-0.812061445223046,-0.734591222484961,-1.3656197217969,-0.773051155820682 --0.410340358193709,0.398130155451956,0.433492092761514,-0.691890098654535,0.386511011418506,-1.6338514292043,0.309613939282488,1.65212840654089,-1.25746839224866,-0.144450431846099,-2.05199787252965,0.908955980019809,0.0430474591537762,-1.81437509410415,-0.526993372967455,0.922766754598527,2.01371682141819,-0.676658653404493,-0.0831654233328503,-1.23424233311333,0.283432691617252 --1.02596857068757,-0.407528579269772,0.478587025391507,0.510707906477425,-0.694552716933395,-0.337171945277971,-1.71416560994932,-0.0888643364720167,0.137557482783974,0.478176100430776,0.508107411404899,0.265022828466562,1.7707012007523,-1.08704221908356,-0.837945423818657,-0.7307099335315,1.0648073346169,-0.714040128257756,0.979965300865554,-0.57997781073013,0.251850129975167 --1.75590642429699,1.32425863017727,-1.20676648973965,0.143190738262726,0.0179293284397775,0.233630957144761,-0.559754847079329,-0.695487034233623,1.49707738124496,0.00597544695722446,-2.90878056323591,-1.4226570824573,-0.275362438981613,-0.295575141531825,-0.180963367553756,-0.757151915194429,0.180994479872176,1.30521927543022,-0.507162178820677,0.0177938483096392,-0.38822131367874 -3.40003415877442,-0.70123166924692,0.524051839519997,-1.35294796300443,-0.868864922848146,0.868440084418078,0.437185466191025,0.290501581088472,0.334270287590339,1.32318288493845,-0.318331463687933,-0.473254414713641,-1.13557897671726,1.30772884978475,-1.15230685020915,-0.227491840131082,1.32524785532278,1.51643356358952,2.51090800010974,-0.388404259102762,-2.26168475787758 --7.36205291903746,-0.580614304240536,0.373331582668011,-0.693504822498801,-1.89269340631583,-0.30242067049085,0.103557978695371,1.41339019935632,-0.0155101512801086,0.398203174410629,-1.56920880113094,-2.75811742384694,0.28690907706922,1.54758526018983,1.22735754294119,0.771674431404303,0.927270276031316,-1.78352608695617,0.13807730351054,-1.47631260102907,-1.180117800172 -2.8534525305602,-1.00107218102542,0.236301812467079,0.694607390797872,-0.446902318516634,-0.180832572230785,0.684961735964004,0.400679286790035,-0.374697070637047,-1.69889435740822,-0.899344261289438,0.445300649647673,-0.37590868642927,0.769083707440388,0.549449452233772,0.274902372082955,1.64298451214349,1.67845442944672,-0.533639721148631,0.0647885602492774,0.385548828551181 -0.628994391625896,-0.668178606753393,-1.49791650623791,1.00348497939138,0.482755292545748,-0.480920833490341,1.21591461876965,0.358981583296036,0.0569233163376463,-1.59923347622815,-0.419229419533624,-0.147296869196765,-0.309933126491322,-0.223442809555799,-0.488256536356728,-1.06052003200748,0.876893900409909,-0.328769328662521,-0.088605649898258,0.684723992438256,1.45301889091027 -0.934615462676927,0.945184953373082,0.342894590962116,-2.30407762011132,1.27421843486883,0.469809681332091,0.707945869274681,0.83438655629003,0.662533175498311,-0.0451413964232251,1.5410949798651,0.877386493692839,-0.171266109318324,0.319736955840164,-1.01573609979255,-0.357754194228019,-0.542453591038092,-0.717640469280447,0.572825510402453,-0.988882048968748,-1.61940566196606 --7.36151941623724,0.433702149545162,-1.13046879555514,0.289281111991241,0.474833735645661,-1.3516128641026,0.504252390825066,0.569359801378748,-0.519937035270606,-0.131775046848562,0.09334251547944,-2.21581697539296,-2.03913810410671,-2.36313614133299,-1.05187864886879,2.61614857272767,-1.11355763497312,-0.466345860592415,0.0891473576514813,-0.380094642170041,0.761636239639448 --5.01172647000724,1.00515921767704,-0.5275250540104,0.667920501610833,0.435410400158701,0.115403320893733,-2.8322738354445,-0.120726881640977,-0.841996478466774,-0.90506705832909,-1.61281322633187,-0.124696611008932,-1.06545884785574,0.607089167790563,-1.28363535799771,-1.2890333516629,-1.48251344379603,0.751345823865658,1.78835983637819,1.38839055905941,-0.089070791240254 -4.08780195057529,-0.390118664053679,-0.520557013491038,-1.54021122066645,0.533567369739715,1.46887014655118,1.00223267946095,-0.898125179738795,0.862900358991892,0.327566214610528,0.325118406740652,0.00713635471474476,0.440541284599611,1.01180900329856,0.280451703594844,1.72683582709938,-0.17646482204361,1.06416376857519,-0.805531229649435,-0.0667980444551178,0.302464589838819 --1.80986076724766,0.376370291774648,0.926171116512103,0.511997754622473,-0.788084204500801,-0.438112528602068,-1.24931397871854,-0.351277202846191,0.45095734175929,-0.764646672974781,1.81991765160203,1.07524864524333,-1.37965154495252,-2.4150311173229,0.20213605013015,1.21180046972815,1.17494727152466,0.980660131035949,-1.64003553965944,0.755254126432031,-1.95829262511085 --1.44578903058702,0.244164924486494,1.73095934138884,-0.494299787333087,-0.050481684703477,1.20037008746851,-1.72467574994474,-0.119404621578882,-0.206738356092296,-0.769015557358756,0.44846521535653,0.972767619098644,0.463604468313873,-0.878131845178765,-0.47355788044793,-0.0670893693725354,-1.03011262296079,-0.531994409380169,-1.18832718946531,-0.316380509890899,0.743918464522285 --3.80846586315826,-1.42625734238254,0.748178698864223,-0.219863922044958,0.253129086591,-0.426101800293656,0.49198333244185,0.235427260204728,0.474325330069859,-0.662873618649079,1.77501406583349,-1.7096869790654,0.782288557548912,1.92558052322788,-0.101284386163803,-2.39044026958044,-1.12194609813388,-1.80567266549853,-0.531293192555949,-0.269512185720849,-0.245567658949433 --0.00632000376410546,1.77842928747545,-0.368939121994879,0.539699120178748,-0.343175466099007,-0.408173265369487,0.94518758133285,-0.675976052890643,-0.651878245055024,0.771525981382435,-2.03254963891137,0.93290554425526,0.791035906228409,-0.089463868596621,-0.174578380878786,0.628515043306226,-0.153519177602884,0.308411138797652,-0.405744815295108,-1.14401403783578,0.573027390492119 -5.64012795599868,0.134447660933676,-0.235857232621878,1.24089396178641,-1.39853162428629,1.64842190179843,0.340179262542231,0.295328463871866,0.594415443092572,0.544161251927633,1.50634843712732,-1.3024360042843,-0.899912011855295,1.10297461539221,1.1949419635884,1.28534795899472,-1.15590688107554,0.196793078037812,0.812922663487292,-0.552796750953839,0.34228217553064 --0.143450809825655,0.765598999157864,0.902639747678375,0.193767060762388,-0.29619070865826,-1.00419778266159,-0.0534009897229764,-1.26925341891182,0.859107207625565,-1.00781351754897,1.87084550784011,-0.786799709240434,-0.503905982865463,-1.13103677239183,0.202241858497231,0.533412610325687,0.173664609434193,0.435258061497348,-1.36336290797935,-0.638545296514818,0.488443068646344 -1.86918167024621,0.955136676908982,-0.223534888010676,1.12128618655992,0.810325358445311,1.24020933052446,1.38196098309716,0.965318080139869,-1.21947940098056,0.938813090496745,-2.09805153610424,0.42818806269397,-2.45976372143439,-1.05780415387202,1.07101370708785,1.5517827082143,-0.884916191205781,-1.39371921778783,-0.12125295617133,1.49515171136766,-0.110858186329992 --6.43444979883768,-0.0505657014422701,-0.390141923772595,0.82421291181623,-0.48176628339693,-2.07601138404407,-0.205989942424849,-0.0802002869384458,0.50841766345103,0.0049136276007502,0.114103191770199,-0.0238077050740509,-0.861794624937268,0.989672966076967,-0.258893733054539,-0.811087322257081,-0.288784737607452,-0.0642737899250135,-1.18006746961027,-1.34339419630794,-0.779144245515559 --2.80832473386034,-0.305815419766971,-1.13289366964201,0.83374438048957,0.728843279009272,-1.06492723702937,-0.154224836010253,-1.04172761598909,-0.551355686825076,-0.436628836892004,-0.874534358083425,-0.636799102335532,0.660310971991424,0.427524555124599,-0.559661587326789,-0.266950383353976,-0.181872894528079,0.46987696688345,0.801522923845404,-0.131596778320503,0.858224363453197 --0.998765834743761,0.893673702425513,-1.44364515347764,-0.347997971456728,-0.474993448090162,-0.372440372074066,-1.01737584976089,2.83312505481276,-0.722761649010035,-0.930628523620805,-2.12149612731335,-0.545651296400903,-0.188066511853356,0.423463726293463,1.75755627989237,1.56514436904913,0.100057319594305,-1.09921087528632,-1.69740205313416,0.0893157983132356,-0.0159452917328997 -7.12075355071241,-1.0472981490613,0.681736807341412,0.264190438574374,1.62590552985297,0.144512607945582,1.96920464106951,1.64670330301157,0.585062545111979,-1.48976345563154,-1.08021024189837,0.290076327934593,1.24970270798375,1.56963894296764,-1.14843879991353,-0.332443423329205,1.71785144720824,-1.24641522727297,0.967133425701533,-0.863750812688776,1.18744228028426 -6.91318453310873,1.97133738622415,0.0492399285187042,0.864623859894634,-0.293660009112623,-0.209001731749337,0.737241307590797,1.83757796759576,-1.29442040970526,0.530973198875095,0.895671790224173,-0.569153540041817,-1.06792990607054,2.32603672510083,-0.311560461516152,1.79189167904385,-0.536496318989654,0.0615136718656345,0.789190114575627,-1.20201984023748,-0.131368526106085 -1.90014336007695,-0.383632106288362,0.079666765501412,2.20289642019134,-0.836928550446216,-0.460077844841904,-0.423160097643375,0.857206787927681,-0.438351385135372,0.455619917214583,-1.26722309324576,0.918373391256402,1.08089421401064,0.150062933039384,1.25964458636934,-1.6747279035817,-1.25163690462912,0.845544037682638,-0.638916547318167,0.423167251402596,-0.136600991490478 --3.77648575073261,1.65414530227499,-0.118798187077159,-1.46233429124307,-0.305935681244388,0.569638780149616,-1.57793418613203,0.325462549270268,0.506410255398756,-0.186668916588087,0.158536256192507,-0.129153500796888,-0.159143126141041,-0.683472033160538,-0.60885175280503,-1.59893481856744,-0.639629461203972,-0.646268057191668,0.797468404864448,0.45824161831378,-0.449118528215142 -2.15013326189386,1.51221269395063,0.733899837429483,0.412870740486717,-1.12245038974864,-0.580719858228454,-0.735617833764395,-1.34068463356103,0.488534902600164,0.0716026728022967,1.0624195977623,-1.89113690891224,0.752801530951202,0.555259945597481,0.285841271693986,0.0525022678829425,-2.57575567385456,-0.0053685652222492,1.79095081359358,1.67323803400179,0.245769018569114 -1.72613037933229,0.082965733585914,0.846668011336601,-0.710681279454253,1.42363549103499,0.0166454371248289,0.782414936078542,0.85193737864214,-0.655306324189361,-1.04279683488931,0.362605552665355,0.15190576159493,-0.177869023687062,-0.637471622834615,-0.167642605486206,0.977610192487292,-0.171187323333387,-1.76350949979399,0.608872634535659,0.815731116769403,-0.0032198640638056 --1.21506157251876,0.5672209148515,-1.21684976614701,-1.22363094215779,2.15801475853206,1.04760107824027,0.838002243389911,-0.0149767710331786,0.167876169585607,-0.24872316222806,-0.758011755155191,-0.68955149919128,0.768832774831846,0.030288652378978,0.818677753090458,-1.56429859467819,-0.508837636261704,0.613210320531116,-0.526562765722404,-0.078044243014551,-1.96784892349845 -0.555030742887393,-1.02454847953446,-0.107222217897929,-0.31072901480047,2.01956267074897,-0.476181573720125,0.580414070762183,1.44283138937564,-1.33488688464293,-1.10075986693617,-0.994645624900178,0.521280623130654,-0.616231278749944,-1.37694322217952,1.02883044979665,0.328561801504217,1.96913174707155,1.9088563379905,-2.41160641063437,-2.20328476009459,1.41572959285973 --2.27110234602702,0.323006503022436,-0.680598003754676,1.1227043393959,-1.17186210504762,-1.2036009238301,-0.436217270162827,-0.78635257431168,-0.546869073294037,0.35259548154686,0.29213746362659,0.0776694881742449,-0.610325673290071,0.973826220475139,-1.21648976380355,1.15889270779747,0.0156410664760367,-1.38760815355788,2.1578717235045,-0.246994313529203,0.752480760605883 -8.00711354716013,1.04361245835618,0.492887566148572,1.07300506204115,0.34094392072756,-0.104557808136853,-0.472927023836433,2.23816758873387,-0.0766178377687006,-0.0980484174624612,0.076315099795231,-1.33300836041276,1.47295960147802,-0.350699261219554,0.185915775292424,1.21118647113831,-0.0384069554843406,-1.64024886238789,0.653368013892547,1.38536398588498,2.15222671388306 -7.08673708768083,0.0990784868971982,1.2463981310705,0.852932039876016,-0.0251577866601094,0.0923958402500228,1.19026817328168,1.18892583350209,0.252031415708784,-1.44711753954065,-0.431697249006368,0.711202047974159,0.903202475167098,0.761225750078409,1.59942206241338,0.32991578746645,0.88753628755449,-0.921238743337018,-1.77595627415566,1.28960132600381,-0.475535166953163 -3.60458473949534,-0.45413690915436,1.28184340688173,-0.27900310345442,-1.24803996861814,0.28494582213742,0.688988467069182,0.392133777921988,1.87785854010673,-1.21589676176069,-0.388577294890165,-0.919095640557101,0.433022099701389,-0.534031565679291,0.550907517669026,-1.07471128493982,0.748941077444591,0.966141889026949,1.27479674976496,2.28531641227458,-1.31263144631857 --7.35071222135395,-0.65578185245044,-1.36408357381568,-1.21150303961611,0.280354958624474,-1.6192249580662,0.964628751436042,0.240160616126877,-0.597112778166539,-1.44733637439897,0.0642473525776469,-0.89718840388767,-1.42364725436221,1.46618536220203,0.233754361229515,0.983822528981536,-0.876314178259169,-0.971406636740265,0.498323210351588,-0.630171361065018,-0.694391209614463 -3.96043909348663,-0.0359224226225114,-0.0327668870943394,1.01894232564626,-1.71576213655354,-0.179758564318967,-0.00881902232591401,0.449792236176549,1.11577285054216,0.713880522481086,1.61380651470195,0.286835630114513,-0.180212376363907,-1.45342420958366,0.131236942797554,1.37346249629182,0.308996018760947,0.160808421790052,-0.175103410237291,-0.33614395641908,-0.226305532012026 -0.713780242339933,1.0691614606768,-1.10946939931748,0.541541148323056,-1.00657771899778,1.08983015775117,0.198281850834609,0.203336469684197,1.21984252806018,-0.925800311737559,0.153392565969176,0.157027371418842,-0.194449760121356,-0.543143514734409,-1.71229841166182,1.37389565067749,-1.54946251397615,1.41063903115913,0.33935884087289,0.529750690556753,0.122383845557281 --9.48463202844983,-0.483974930301277,1.02138768063727,0.117169966322607,-1.06604998783587,0.439790794539242,-2.63105978243385,-0.569379966302284,-0.255009001531007,-1.15877460687354,2.88564463331683,-0.529114021142225,-0.386107756623431,-0.675982284216015,-1.68477326276364,-1.0382708836347,-0.961899315203843,-0.603619742137417,0.759902808952655,1.45813096463916,-1.71850930253549 -4.80016996589737,-0.121010111327444,0.405494965119625,1.42926983247063,-0.754994400468069,-0.609814857085815,0.140790717332907,0.0929382420137986,-0.35798663835829,-0.128096519387021,1.50834963055451,1.18692127036823,0.462678623704544,1.18596772574771,0.30191978871657,-1.19641807241055,-0.494936708678335,-0.327949330913257,0.35815550404253,1.14988271830331,0.783827270867926 --7.0135309450146,-1.29414000382084,-0.542068303255211,0.28699160581038,-0.0438938575371454,0.576151003382363,0.639954620912961,-1.24179100697955,-0.0767000804270848,-0.410974699150242,-0.577007149285275,-1.14988180565679,-1.52242652085252,0.555018016328827,-1.32949331231368,0.133049968382791,-1.02364449348884,0.0968460901392133,0.395056043984036,-0.449279869599635,0.024176552276661 -0.600435192436217,0.494312836014856,1.3879059266832,-1.96141769564486,1.00111132126885,-0.623793915128033,0.0915467081364771,-1.34914404727392,-0.33454557054195,0.671767360915026,-0.945526867310255,-0.122167972470859,-1.05047018144521,0.233927206146665,1.31269421850876,-1.47034181690083,1.39568873493375,0.00904258105204907,0.390994835699863,-0.762723205156852,2.10588105828179 --0.953120557499023,1.30790152011415,-1.26955148364046,-1.10000928198236,0.372092414597452,-1.40121647658911,0.104331695596636,-0.971430043452447,0.344550171751062,0.0222111691896737,-0.205875024953028,-0.0922668599066171,0.00606340162409098,-0.833673465163683,0.553312394364565,0.707589292495695,0.538433333708681,-0.0336887562002426,0.624825602384629,0.635981539218305,0.0493841197881314 -6.07562890695932,1.49704100940278,0.918053323063508,-0.666619940657585,1.0385589199956,1.49091187239016,1.62425524063555,0.670891518094871,-0.401552002300911,0.192600665770682,0.590037792046792,-2.08083961077145,0.180785136550675,0.644808899268223,-1.43474566939848,-0.3559142525738,0.767106726101222,-0.994976912689384,-0.185813106181067,0.193368879019182,1.53937599045129 -2.54597780645834,0.814702730897356,-0.69435556111006,-0.460575348477832,2.17035630508886,-1.52011332366732,1.790775107554,0.078567467763683,1.08437969308572,0.22219278083007,-1.03505822802242,-0.796242612416972,-0.485268869142969,-1.75321669578312,0.886737132993332,-0.224576778149308,-0.386883126073773,1.06536146531663,0.497307270853986,0.601856851539076,0.597292865651537 --1.80344296026385,-1.86978879020261,1.72636848967741,-0.639477286338245,0.0942863270562927,-0.312502153157728,-0.132033518812891,1.48465198837695,-1.13805471181957,-0.386685708183009,0.240190150298081,-1.3509255818559,-0.384114781405639,0.471456050632242,0.853422676094949,0.262500020155584,-0.974795497800879,0.696966031630438,-1.15794898844742,1.76431711802337,-0.614886981969903 -2.71790038366977,0.48202950412376,0.918244372705124,-1.06717283459529,0.323079216900302,-0.775842186349542,-0.411279092767102,-0.111970231347453,-0.745582002060594,0.339054159486386,1.45196973375414,0.416188752860416,-0.330341514971314,-0.0440441206282952,-1.11314864855282,1.34262733662832,1.48209791177278,0.948523376649133,-0.422653758869905,-0.90749610838248,0.00813040695057463 -7.60633497905382,0.456135603301202,-1.0537950212349,2.8710840783923,1.30389176884107,2.01563350633509,0.0511104373462828,0.436536989143234,0.882534183447506,1.06646158169946,0.987806127263513,-0.0238882396138859,0.299501752725601,-0.193596768178767,-1.42751388880215,0.685557479798376,-0.0523573935315272,-0.474154403126656,0.233522388252408,-1.2591605433969,0.749572906190547 -1.66037371528171,-0.353400285829911,-0.0107258753723542,-0.579711982460669,-1.03831499762614,-0.411924232972406,-0.941184929872468,0.283960050003767,-0.33205781002306,0.712547335502274,0.140704013866325,0.649047288283548,0.516656384272739,2.10810906792362,2.29859823717168,-0.8620266263899,-0.171008858641647,1.23207605701573,0.381899966813735,-0.537861852598164,-0.522602992359869 -3.29479669909981,0.170489470947982,0.689370848533075,-0.81308226811967,0.616806597104638,-1.55691381429562,0.368601254345929,-0.0882430674450024,-2.19505448263731,-0.497844526574183,0.35386042458183,1.90839652254261,-1.35286747621049,-0.223561030966208,0.592492697463455,0.807979945604535,1.1325016512558,0.903482542103705,1.25890340077804,0.285213001435794,1.9245557915985 -3.42558330388534,-0.864035954126904,0.341343974592612,-0.721263398071005,0.866630131356169,0.856982605143306,0.510012215172605,-0.202187609639839,-0.694188908183797,1.48534093274735,-0.312576331382909,0.301682627579289,0.0678658125229367,0.336501440725241,-0.177646738496207,-0.811896783743687,-0.247703705136749,1.87117411395958,-0.299813240108481,0.72559082735894,0.00390034524418258 -6.79415371217444,0.679230774015656,0.931995927538508,0.180734413142937,0.809654692186281,-0.617468376466071,-1.90810479860764,1.58481856686746,0.501381094122226,1.16107968214689,-1.36823949807219,1.89944105341877,0.851634122362252,1.96903418168536,-0.0381991381831885,0.259807305315585,0.174815767232917,-1.52260547918219,-0.853658264692721,0.228591779074761,0.254208534095198 --5.9700559468023,-0.327101014653104,-0.833442563318023,-1.31777083313604,-0.256909117594855,-0.737291247671673,-0.0280564703261858,-1.43438534640119,-1.19678402449759,0.298204160452404,1.24943117352994,-1.51158800579565,1.09814394768798,-0.542628744737174,-0.099279295200379,-1.35629651140971,0.449430460921065,0.524552274496964,0.247267858331759,-0.958075178368307,-0.272035915711386 --0.935324835851991,-1.56908218514395,0.343462601814943,0.9091321395021,-0.999654126941242,-0.562111598322757,-0.807159829319299,0.138240786219376,0.914718920668889,-1.18911172128729,-0.285995518247907,0.561596017628049,0.907243175920501,0.0565631524251749,-0.176682085738641,0.795946165772101,0.279488579010056,-0.581234743268417,-1.04793990729493,0.364718931114721,-0.271426652035836 -3.02722120163472,-0.367450756170482,0.0160926119054243,0.237703338169411,-1.11121226964602,0.900714980484592,-0.259272984014231,-0.221072137048749,0.629112142711183,0.87534598417841,0.878546889013254,-1.46490376858674,0.671406933565831,-0.729049003451666,2.20315193407518,0.692951644477766,-0.972541202727694,1.96346701817098,-0.922913176412638,0.422119299979544,0.192060554516779 --4.19074141649715,1.36443492906985,-0.458272053877572,1.13442091455142,0.0316197007399085,0.0258286617681936,-0.96588938837975,-0.779031427257523,-1.03124393679001,-0.745438671838441,-1.63640809470713,-1.43055818297132,-0.188803408202371,0.742280670845877,-0.550833878266686,-0.555687125504463,0.0574177410930149,-0.532168466970815,0.94806407166541,-1.65735907597472,2.53945134915117 -1.46454761375269,-0.334281364731164,2.18084691563033,-0.734813753283098,-1.01986326665792,0.794104406571419,0.671300548608425,1.42311288067047,-0.462807029539113,-0.0646564963487386,-1.38845275132651,-0.429776316566164,-0.622060346368174,-1.01781455771347,0.117403812424926,0.741305668886889,-0.949433204017838,0.908198299344284,1.13254189921324,-0.536147639819509,-0.444423487171751 -2.04554953784542,0.732750042209102,-0.826916257345641,1.53226097072265,-1.31510486496112,-0.0929583808438833,1.66466007535973,2.03572902384679,0.872821609357434,0.318044754679594,0.957301394153292,0.637246316047013,0.175527978626572,0.163832110746415,-0.757882165577443,-2.16107918855301,-0.414319213796337,-2.52256685261837,-0.0859754872583354,1.02555571535359,1.22797400693905 -3.61305485604597,0.946585640197786,0.089257159974737,2.1838876619368,-0.697895822941545,2.51201897111915,0.250705067386796,-0.347188895614096,-1.44996405268517,-2.04271775708543,0.907935682260941,-0.592819762385451,2.40549135109403,-0.744556642176312,-1.20988427024966,2.1524072523205,-0.85948055022215,-1.1921463383538,-0.549454772627152,0.519060926913129,1.23515878152797 -0.75899998307331,0.00439870432637403,-0.157931107179312,0.497749845343939,-0.564543324831823,0.801347697215835,-0.497936750518191,-1.71961076725523,1.54916926685346,2.03719937210536,0.74258362959935,-0.214219041379488,-0.026647461072507,-1.05511782370734,-0.130291459897326,-1.00401424199728,-0.267920241795099,1.09598831485084,-0.537565778744045,-0.445833620413854,-0.90037937263901 --3.10281341361885,-0.352322305549849,0.485045638013017,0.799953805822859,-0.351492420967663,0.131146463699412,-2.55085434627824,3.07680701929061,-0.755323111508364,0.143666696494664,0.541866750575883,-1.12436767294689,0.528749310537277,0.637594255012248,-0.0752083952066502,-0.170430622311378,-0.793602798466487,-2.11240687751296,-0.700745212523216,0.426545661416319,-0.796004642800466 --4.8212606755268,-0.529695509133504,-1.77498807212361,-0.471313728410173,-1.20587734072229,-0.411176691532976,-0.183149800144842,-0.536689623817005,-0.254639517931384,0.942215554694402,-0.981899573689106,0.194753730098835,-1.58631182122896,0.801019558521011,1.63232009964037,-1.08591868069516,-0.0431568821058548,1.00800843316691,-0.690421300724863,-0.897716702952506,0.947746149628152 -3.06080787021186,0.739589225574796,0.741601787067044,0.939531629713523,1.0018835017482,0.734673072903641,0.484585211902717,-0.828498542309247,0.612185831453319,3.15111723327006,0.383662447503028,0.539928669805669,-2.08371842504599,-0.60688896684377,-0.979942064230644,0.331370739855708,-0.641927601810755,0.715931789388137,-1.59803984391569,-0.770747433277744,0.993874029417205 --1.07835269934486,-1.06345741548281,-0.443717185887011,-1.56502481375276,-0.243350194657857,-1.54150045454004,0.425841389364833,2.2300616211651,0.388915396524875,1.66042626323233,-0.225981507725416,-1.17285162548355,-0.271650829640824,-0.1894612479883,1.54939066830327,-1.06091318826725,-1.46404362089568,0.450930759430993,-0.224369026225389,0.50410787702286,0.896518100526175 --0.878527297903193,0.2462108435364,0.113840422347789,1.50071457642706,0.369079599313071,-0.614627235014805,-1.35942885584543,1.56817876607682,0.933213415786623,-0.210545222540701,-2.2201872629627,-1.96409732284031,0.430315157442061,-1.05732166756079,0.022445395562453,-1.14544923326826,2.68479707131303,-1.70627789455598,0.610563936229918,0.129792951276633,-0.210905008574952 -3.93427006099788,-0.289499366564312,0.826842470989363,0.967269280728459,-1.27709713837873,0.223944415768477,0.571750178315804,-0.445876224748024,0.628581672302716,1.12479834206547,0.925679366248133,0.131594419518035,-0.227283199050318,-0.00495719452319498,-0.544140201842525,0.896364510162007,-0.314591797139446,-0.763472660274632,0.592181299223792,0.199302429921836,1.03610197711622 --0.77907084509713,-2.26488935648794,-0.261203320984963,-1.17242877741109,0.118571360394302,0.161112462879676,0.716301741058449,-1.27455302810541,0.0410752307603968,1.65424728043082,1.54314098536903,0.351123049897086,-1.18823439185728,1.85196405138626,-0.282873828803832,0.335735553680586,0.303061378394884,0.607057020710318,1.12203734421097,-1.01218041253304,-1.14270182273524 --2.82407136048404,-1.40885045607319,-0.745052606200238,-0.224467906610213,0.248522020442666,1.37184805645613,-0.255060313710949,-1.47669454817418,-2.13672420154225,0.0564386642995093,0.948318933550955,-0.648390769389734,0.402497029007388,-0.612892859746303,-0.34680252624397,0.621193942101357,1.2408249637238,0.00802191256856147,-1.13855863543372,0.784366116623124,-0.117396451792574 -7.90381988691653,0.916019328792574,1.26323529773384,0.0628752865422913,1.05746837044672,0.351622036013743,-0.200839989025749,0.434142913150233,0.147727611940635,0.268647729645859,1.29990497777575,-0.307922208889852,-1.30503258382491,-0.175842867005307,1.05308022609841,-0.673005265905349,0.906706403922295,2.39365659741014,0.422321038706107,0.0924192494471237,1.13976657531702 --5.01512820284808,-0.1912789505352,-0.873230779899247,1.31978246053607,0.947452114796466,1.54265271351701,-1.48719291140788,-0.981582321424876,-0.240946040551397,1.25290100778044,-1.1519504467244,-1.45033273278798,0.64311277206608,0.13979851296379,0.474503970505884,0.0238379573318892,-1.14183497500193,-0.843873018083601,-1.10292968121894,-0.412008413307939,-1.26350499982243 -7.40539486001297,0.803283216133648,0.79193932801279,0.359911522429765,1.28618342715919,-0.728711031492027,-1.31021641482242,0.654544623580158,-0.40038776971042,0.85331412525339,1.12483469817386,-0.217742035360123,0.618605930996585,-0.118296999616617,0.98563107795611,2.202094347332,-0.355474074520236,0.0419090130894728,0.0146680764478311,1.13629306082424,-0.14773142545427 -3.96400156112027,1.8874744633086,-0.398666846274662,-1.91225685440083,-0.275445133962589,1.01654329781372,0.175559569783473,0.455869691856588,0.829802956326624,0.089694513902877,0.643063888046196,1.12606615424531,0.100205002883156,0.48271962025865,-0.71696483258088,0.892072292459386,-0.985356245103542,1.20436685111106,-1.09240178198942,-1.70069377546291,2.35409933555964 -9.45782785209466,1.47388118110914,1.25293496240242,-0.236310881843518,1.51301018881654,1.55048135903622,-0.2482260744281,1.22718299081674,-0.358439382429341,-1.47503163121136,0.603159929707885,1.68134731464364,-0.367124793782597,0.299811998547389,2.10035256503798,-0.394503749520395,0.921909834714737,-0.421046252463888,1.67855129603918,0.515072275475476,0.675237576910463 --0.887296021425484,0.677268492312998,-0.516700242218841,0.722902277485995,-0.118940782533864,0.395434473575262,-1.2968606795809,-1.46719336500308,0.0265370104762078,-0.823591474022771,-0.834083846438379,-0.928818096507925,1.79438798877893,-1.39661217677062,-0.247318570110305,0.56935323674012,1.98136760229422,-0.377620864825835,-0.00753379806203095,0.0284746381405532,0.132917918099772 --6.59329083922386,0.379962686566745,0.186995232878252,-0.177391431146279,0.764715925097099,2.51650423675072,-2.18164026765337,0.800043660728095,0.403289891834549,-1.44017374431071,-2.15660652112413,0.0890102881535608,-0.931136832006037,-1.30686068096201,-2.24367627267098,0.0376721113070261,-0.882253486898041,-0.453565735200255,0.178438885936467,-0.57737253811539,0.31482525391533 --1.03966281366316,-0.192798426457334,-0.821137742144397,2.62726235299665,0.696856347351289,0.226139962852434,-0.869918614710645,0.615202144327243,-1.21536951130672,-2.65847701652475,-0.334598269525296,-1.32468861782457,1.73208610496248,3.06609333340376,-0.0176992668604784,-0.561353074764315,0.54353846487795,-1.93060587443031,0.802845870213078,-0.35955483178731,0.221374262384997 -2.91777350989562,1.5778917949044,-1.49369543618162,-0.34533432830063,-0.156782157310647,-0.297839743208839,0.276769940495167,1.96174666001215,0.250141288356149,0.701310426188402,0.21024659333618,-0.430026047298724,-1.90556237507946,0.492541202711235,1.47407584291748,0.192164349335906,-0.320866319964626,-0.0279796781508986,0.45544431999758,-1.0561670198924,1.40543318189216 --5.41209137764176,0.596234109318454,0.859783229340417,-1.02568474678394,-0.393060710332832,0.768754840227412,0.228900872589922,-1.0316245174463,-0.880614579574059,-2.7278166723252,0.371473891134443,0.800997879058777,-0.241464643388219,-0.40661283843957,-0.36295508611361,-0.199461728651993,0.778090034671567,-0.780811842801956,-0.0322229101175779,0.459322716984154,-2.14853946045339 --1.15607840277446,-1.17357694087136,0.983394879751153,0.127079305277616,-0.563002560264692,1.74696112275726,0.784906940176206,0.190229931601888,-1.27167613884629,-0.660770744701953,0.679909911747043,0.22162433168295,-0.0737374234861615,-1.09711317826856,-0.880905559739203,-0.58921659294238,-1.04973488612531,0.125421161349301,-0.11308737098167,-0.968823173407047,0.0476353331469317 -1.02497810122024,-0.155642534890318,0.507625125991639,-0.207409149266444,0.744441983707356,0.929548354740699,0.113791859375567,-1.22731925369061,-0.951060183986488,0.362579275946628,-0.562403064897826,-0.721963075877779,0.719033114736684,0.207184113355659,1.58206932740729,-0.328228067840748,0.0215261735607254,-1.13618907535245,1.6282727296409,-1.3992668685065,-0.366262004703149 --5.05172104712979,-1.91890982026984,1.61083986548344,-0.937429998159329,1.53959268313437,0.620171320294234,1.12983988914751,0.452572553799656,-1.43755222633696,1.05002017950299,-0.242591635166545,-1.63883943053494,-0.547677710263776,-0.751702888918268,0.34964250149944,-1.70798668139768,-0.271882203911805,-0.76160056172639,-0.380120884175597,-1.72226686270583,0.68026717709449 --5.79358131606074,-0.195258846110637,-0.519215406778864,0.69246805452634,-0.374733552015658,-0.366513859601293,0.757419228033399,-1.12846854645388,-1.63911012970392,-2.12604533767145,0.901455486035311,-0.159246514461205,0.36141929847856,1.0521444907443,-0.730850704629517,-1.89208498082303,-0.573779966643408,0.507208921988506,-0.247213666118826,-0.257751951938931,0.732623041309215 --0.247888988020061,-2.59232766994599,0.109341375722157,-0.768555532565203,1.2699422415252,-1.04209216356866,0.205491011122696,-0.0417923851480524,-0.480151429250034,-0.18292598775288,-0.0557174203731504,0.771772462287606,0.765776602001904,-0.353721955052408,0.780167959124645,0.518763269921105,0.603899740737612,0.725737913600895,-1.97639197556038,0.836932990081771,0.014801026342082 -2.10143850622748,1.31400216719805,-1.96170896088055,0.971321844670985,-0.00945374591375167,-0.530066618998255,1.25157739016604,1.10147254440325,0.715388324652944,0.276926955398603,-1.02272722026918,1.7481963303464,-0.0966270412699693,-0.683569308358205,-0.629146259370143,-0.123988582008978,0.0384310751013412,-0.294420607082267,0.59608531600307,0.369365923385864,-0.176334403885408 --2.86625635730046,-0.635543001032135,-1.05953340160063,1.50638314878161,-0.83672510061115,-0.0409162123276215,-0.405380719988124,0.787421416044266,-0.583863716137003,0.955660372975543,0.205322414103666,1.09457114915243,1.49519177834915,-2.542083038786,-1.55911071362974,-0.715401186228975,-0.811964199110869,-0.311455902043051,0.555198267347374,-2.08367082784701,0.959450383727257 --8.9771264832289,-0.429978838694188,-1.95814318122856,-0.606544524311899,1.78642865312874,1.10795251077064,0.213663084727736,-0.843536847862436,-0.475801150943065,0.153765231105413,-0.938090605320978,-0.0478494617046007,-0.772495547368147,-0.740173320700217,-0.702765817731137,0.303153519933919,-0.396025540502505,-1.1598619098766,0.301861069257016,-0.846302471662459,-1.2013622655823 --0.455932052174816,-0.169318332301963,0.0173904663806425,-0.0991110681556154,0.116661951150443,0.286905551691375,0.202228186380732,-2.14095224801315,0.436892156220676,0.0955076231573116,-0.796808301373779,-0.900032816607941,-0.153731047253771,0.777993642473354,-0.23256473214713,-0.34149153068865,0.370415628909668,-0.51770236566805,0.500971777060557,0.827448789454669,-0.0855834744273326 -4.42067552831852,0.612218173989128,1.56167879028459,0.879709228758703,-0.86820467354125,0.468352448403711,-0.528963105345804,0.186837920210846,-0.8283444014235,0.406328537689323,-1.74193079195773,1.53783076204097,0.17863823980823,1.39243714032788,0.0576802572237583,2.01366234671754,-0.00661808860486866,-1.74965910456963,1.06383996844411,-0.122557419195783,-0.606388240604555 -1.74153611203032,0.6783401772227,-0.213843730620366,-0.392255305519385,1.13986042077784,0.755004960985271,0.181394501045078,0.143005196234689,0.35800367107009,-0.534473912309157,-1.08108799676764,-0.625193299248663,0.18805831718457,-0.709001679484803,0.377529748490671,1.2443550975765,1.40839276827477,2.52963609945946,-1.04859162520909,-0.488643544467944,-1.11986628454874 --0.358789956101555,0.567951972471672,-0.0352377309118772,-1.33424383918717,1.44902374196393,-0.348814520013568,-0.0893216414633126,1.71844841198859,-0.192381355551443,-1.42653542200591,-0.549784866430538,0.821431001881838,0.722607969543077,-0.74118968265595,-0.669207340782681,-0.383759973122818,-0.0335100273642422,0.92764650011133,0.123666798829104,-0.92278324140274,0.922252133218563 -4.45429171284002,-0.572542603926126,-0.0462464717100306,-1.7464546138038,0.222310010912409,0.345040030081067,0.316772886896184,1.41999929339752,-0.14287825118459,0.841323589168444,1.23403534325959,-0.335211875650717,-0.203769498360164,0.401792619146215,2.27816542672715,-0.0285153482242,0.600689286875158,1.0134356161947,-0.0698453102941616,-0.18378873937925,-0.886482308327316 -3.70135106097745,-1.36329125627834,-0.736073810173021,1.38554382026751,1.87241024377731,0.00727576494855876,-1.74357991747834,-0.0853488029965182,0.39788226151999,-0.715920424458576,0.970290495549702,1.48408565833764,-0.402363328540343,-2.04777515278094,0.828246907920657,1.34489369368475,2.13744119646442,-0.0543624494340517,0.13109992220064,0.113940609532901,0.539470137670413 -2.59503968187546,-0.388722244337901,0.287419503545862,0.300207698917832,-0.0723993863438762,-0.72671287524687,2.33660968673698,-0.0356366847645641,0.882923640485543,-0.0716559865060974,0.728942982220918,-0.988106307418474,0.712578326521377,0.290198698499724,0.358433582635565,-0.084123696025064,-0.763150135389354,0.662814880852632,0.832198016323261,-0.721033652136013,-0.232171807293796 -9.10565689809594,0.277914132450543,1.41571534281801,-0.0714856034001249,0.699565987609925,1.12663787828088,2.24910115601854,1.49872934356917,1.14924967800673,-0.992325336900279,-1.50908876105238,0.524219134060768,-1.04001944593092,0.830528561946867,0.925992081470056,0.285124215779451,-0.99645188705904,-0.487973388234946,1.12107055294686,2.30474933148667,0.42515728379355 --11.2043637057057,-0.823081121572025,0.432365074915211,0.941396699472867,0.705323344753933,0.0617158916839888,-1.21383385137736,-0.98156445801962,-1.00493919018194,-0.156717511981434,-1.13825747937957,0.377870112428174,-1.33612096576329,0.420192912624233,0.105843947948666,-0.659965655559018,-1.56656649209865,-0.473489684014853,-0.608865681797625,-2.69857920409514,-1.94514266633697 --2.65409492772078,-0.0688409344784646,1.54033180457883,0.19963042110115,-1.11317728598127,0.545614444606435,0.717183004714186,-1.20602785819007,1.17945767590269,-1.23683723130706,-0.133818050668346,0.593534049086857,0.353118484133165,-0.31541149420525,-1.08597999206358,-0.601352088946981,-0.460644563972752,0.495171172787792,0.0040250922307928,-1.27377943666582,-0.844917621276447 -1.32056784145405,-1.1676623261298,-1.71177024087419,-0.267689409969819,0.492749435888096,-0.40757660312827,0.125825136701712,0.645513949246848,-0.384361663344699,2.3286700462466,-1.02632419177233,-0.660355685621365,0.194681202298423,-0.155427015896839,0.153057392819729,0.149935323592636,1.11115430016489,1.42401193474836,0.33245450685029,-0.014185012299947,0.0355821692840222 -8.99893875231947,-0.0083090142156068,0.193773443485366,-1.17777399224314,-0.441937199155944,3.07205533739196,1.9610173425232,-1.30864016816013,-0.574560284017081,1.11490838981207,-0.650096415315375,0.538891306992387,0.749167157069295,1.75252396513387,0.799810466025366,0.869626233697449,0.398678744774874,0.782615430729158,-1.22106305683168,1.5151620253119,0.207956042582165 --2.19806844518698,0.128855401597405,0.0629636696052556,-0.372743834804698,0.0342977179504686,-1.0739258487082,-1.41616634124812,-0.129997997754431,0.403975188711146,-1.37710112162611,-0.595552039531158,-1.32301112246866,1.29835104566976,0.726964241327078,-0.546098953603729,-0.084489587780593,0.868026859998709,0.623980699497252,0.164270576292063,-0.615022426908933,1.18632149410621 --2.17545893256508,-0.145875628461003,1.67230873524118,-2.75750367648725,-0.460640510880369,0.482922593790344,-1.21869708132885,0.761173331032241,-1.31116658573204,1.34003590805413,-0.0943222346458504,0.318551247187185,1.54441471909264,-0.518282305468575,-0.560810837286846,-0.0768162381052087,-1.39290869815061,-0.158913704406742,0.345857923143495,-1.07952984326234,0.360559297122195 -7.4938435427906,-0.163910956736068,0.888334466403392,0.834727082701252,0.347949952878931,2.4851599229659,0.905687189597966,0.496447475536571,0.18584062178166,-0.185358950103521,0.924900747399521,1.39787512056951,0.231870674002732,-0.218201199980645,-1.29024716863516,1.24889976916363,-0.45978270879553,1.47074292315435,-1.19816440417823,-0.940253115371194,0.66388629501606 --2.75188359575301,1.76355200278492,0.296493873145917,1.27093429353639,-0.796851528882427,-0.470868651056394,-1.34761107802556,1.10879979055486,-1.49121617471035,-0.143896020425049,-0.427808561310298,-0.463859586056919,-0.035940849401377,-0.893309183607821,-0.69960505338364,1.03843781979846,0.511760504880315,1.24049708022117,0.707258366445924,-1.46974749478652,-1.1596749359266 --1.92647570197917,0.762586512418318,-0.740889592783282,-1.57115194003093,-0.474035574591624,1.88152920695085,1.00340732541216,-0.17326837804241,-1.8873659638199,0.637789768609826,0.862443748352077,0.433574662820028,0.2924546427992,-1.81428028980703,-1.46432872319077,-1.15100093056258,1.64746505739507,0.0870385566808378,0.242398896623215,0.0962641632342013,-1.76715861339164 -7.2569942760337,1.11143108073063,1.04646431959087,0.383544795157483,-1.50018078084035,1.56783680287629,0.422797217033678,0.310679184680263,-0.361440509026632,-0.256766270862889,1.7905834270595,-0.277006644402694,0.0634153217324504,0.607187169591877,-0.372110934552291,-0.690483584035187,2.47102456793629,-0.05096334695516,1.33299572056796,0.321290939300057,0.411861249670415 --0.397069428316444,-0.923206952829831,0.222398110451356,-0.383422963501825,0.552896519474558,0.286675724496994,0.728942779126005,0.315668581764037,0.172783383356497,-0.0911981025762297,0.239933287601193,0.489662593119653,-1.6934126205743,0.494884691220943,0.133017998632871,-0.111792354260169,0.659376951085863,0.258832695712795,-0.510365801973177,0.640861338456384,0.738945512012062 -1.43108864305306,0.164341838427956,-0.598761408742685,-0.743991537004003,-0.752201063902124,0.451067256731202,-0.532666745048293,0.718325867624461,0.328445530390039,0.0360766416386759,2.50642349848688,0.417602244489788,-0.518335024262085,-1.25632024680179,0.124550900384541,0.491934498328037,0.0912429863521678,0.262074038239679,0.126627325840707,0.0724813109496755,0.586800728316532 --3.80108239777895,1.15482518709727,-1.15164547863888,0.0433801427254346,0.295983006108353,0.608335973180363,-0.903128346512712,-1.30185864746071,-1.75578387488551,-0.824448711622853,0.677599624214753,-0.42036812942814,-0.416662186632174,1.38965668387984,-0.103200892359092,-1.04765415197698,1.15524862147673,-0.428307124181484,0.662711867330805,0.955325879405997,-1.73592969787305 --2.4411141007466,-0.0565214245264898,0.144360162848759,0.502424108770103,-0.112605162235411,-0.153027677470676,-0.370267557118161,-0.308984206452657,-0.715209891105316,-1.62755499030167,-0.356904913809289,-0.945815937681562,-0.829428043937721,0.698277183701906,2.83805969271827,-1.86604935854431,0.923103333271643,0.695569170960517,-1.04429822965949,-0.816796273671143,1.07595476139556 -1.85069155100277,-2.12936064823465,-0.547393481874579,0.893449633743116,1.87941649050792,0.582751628233768,-1.70081354239179,1.94570984130834,0.352431006416721,-0.500921620065914,0.571675703685367,1.07272252102484,-1.97772403106345,-0.293587294144669,0.832487729899138,0.391828676365224,1.35540246421909,-1.06386017555011,0.336430306075077,0.342246080617567,1.6937644037652 -1.94883509590608,0.344845762099456,-2.50242629826756,0.524178285493843,-0.948860596148357,1.12119413482996,1.342942458145,0.670156449740852,0.709416979794795,0.911542037973492,0.936462567198775,-0.736911039649037,1.94491175053773,-1.6965408274234,1.28817139475451,-0.629985374530756,-1.46450868628662,-0.770130470618885,-0.660007973303127,0.527913634256168,1.27997817459999 --3.2309411432992,-1.90495544558553,-0.293453853912661,-0.0440782737920103,0.522497008116011,-1.26778105322272,0.853819698442536,-0.966326121970193,-0.254981066077254,0.467409610759458,2.10610396558207,-0.329628028504298,0.949263595733344,-0.0199993223228628,-1.75519341137413,-0.739255620599205,-1.22428660768777,-0.364312257670872,1.47652751150707,0.168096497083964,-0.201310143509756 --1.2077213998278,-0.811170153140217,0.0400862884434671,0.0671602351505324,-0.57325649009623,-0.05343716661732,-1.02099810432967,-0.185016932997318,0.0728605217973138,-0.589905035235175,0.243762299962303,-1.41676235568253,0.110110760614656,-0.304494741124428,1.08124653925026,-1.50275483063864,1.18398525816029,0.153219859194016,1.11262207746695,1.14717790720747,0.247430434196393 --3.54540127488395,1.3240043212996,0.134056858389889,-0.990486696815303,-0.803801799101024,1.03687660460262,1.22048645079488,0.465175316229613,-1.19849013082307,-0.420262326448227,-1.35317708539103,-0.389287496516075,0.498405894552052,-1.71296212786358,0.488637738052838,0.607860091239561,-0.292230159093338,-0.940602614806512,-0.580548495080746,0.488997760195589,-0.327589047322883 --2.23650729406562,0.615636849302674,-1.42130167574704,-1.44966979500066,-0.305968727821398,-0.96934799479619,0.0996915606687973,-0.241038794018505,1.14445761128671,-1.75247934414466,-1.30530113527409,0.492367472384286,0.265463125754844,0.847602613332445,0.011958546941104,2.85053446151953,0.626145417543276,-1.1534252253116,-0.273088967183713,0.318292300558522,-0.660743682683744 --5.26428471336433,1.09166895553536,-1.40432281444744,0.44601119611184,-0.134112769616286,0.289183678915068,-2.4721373990355,-1.5917500459871,0.131640419173971,-0.553011598475932,1.00263863352685,-1.43551756534961,-0.790215166415665,1.22652245373505,1.37790001984122,-2.1666815089368,-1.03612083642152,-0.0322285170797652,-0.610465216498943,-1.00998526013234,1.56185060179908 --3.13560784445245,0.306604861513632,-0.702255707086492,0.678712410989324,0.63465858894208,0.436064893331986,0.665016231832149,-0.0110601261771416,0.393289828812933,-1.07247305307926,0.494048025378775,-1.86946789784844,-1.82782267112745,-0.26110509605417,-0.460362127347683,-0.622557325952234,0.313746210897645,-1.05981244759423,1.06369886085771,-1.31059128385371,0.475336603332515 -5.11157305430162,-0.110158762482857,0.47589832790487,-0.0453117031941477,1.78211971994963,1.4056018116638,1.49456328221784,0.672951780255947,0.72025531566215,0.800243002099178,-0.233736761649574,1.04798479522368,-2.33997877823527,0.571572231395804,-0.967699377495041,0.295622288444147,-0.884096895548535,0.306510606708071,-0.280884159528264,0.501075902611064,1.75108487184435 --9.73035975038469,-0.924312773127284,-0.225945788407352,-1.47493687032907,-0.674859534218602,0.0813724071036365,-0.870327742203083,-0.325581219054004,-1.01753724225429,-0.637974952378264,-0.70861899075367,-0.790265566403741,0.0928331955875586,0.294320672564079,1.26024231004265,-0.160159641498043,-1.57174601474555,0.270998872958637,-0.98365392438746,-0.648840383192543,-1.47045295444859 --4.96608190264746,1.5929137537192,-0.0572688133037461,0.33115805852087,-0.18136334503042,-0.508179852826461,2.28871953656688,-0.861738186132765,-1.27921569413103,0.434920510100143,-0.806046339632008,-2.30734697029437,0.329460185734756,-0.557996309744273,-0.142835740965408,1.0937354279836,-1.22103107291559,-0.997097299017049,-0.410927168922026,1.23299134025279,-3.09906333886789 --12.1248781286062,0.0450105981218803,-0.0879466294176293,-1.86309889417505,0.099517955731187,-1.4117743797113,-1.08982878103216,-1.765375412263,0.75003421492832,-1.75388437625731,-1.05260587692341,0.65281954534193,0.170624327227434,-0.617354554069843,-0.414602222372482,-1.17894861163111,-0.656340748125745,-1.69937583710847,-0.365648504342095,1.25900945094132,-1.72255497630512 -1.42140098265448,-0.715128400667883,0.0715179562071411,0.63985272638027,-0.727292760288434,-0.747742074829881,1.22856023984263,-1.12468682638185,-1.11614885265796,-0.338208278557246,1.12574979591318,-0.69358622459477,0.525772370738107,-1.20717417051206,1.62083018901225,-0.202710404043179,0.471504246780889,-0.0853252514499842,1.09708830233603,1.34118953423616,-0.288653839765533 -3.89273306996572,0.865223099717138,0.164402698819652,-0.52389227909696,0.419002316381497,-0.844503934988731,0.169481479706735,0.999654018189792,0.157570857372163,1.34564427835255,0.0193495876389854,0.178740129098188,0.766820724445387,1.66191220136742,-0.894175270549685,-0.925814010010802,1.00310002516137,-1.39607278529027,0.742525504697238,0.179480329380384,0.927410822998449 --7.36980206194568,1.0744409582779,0.349279032212051,-0.497016788064033,-0.958464847595628,-2.32418091179979,-0.621037259448051,-0.0210480594649198,1.37090507935331,0.125200756476689,0.341015755223294,0.603707540292787,-1.25596714468216,0.695266086995902,-1.07771920835887,-1.15738348725031,-0.928062668542791,-0.58297945886296,-0.285607171900762,-1.01963928437167,-0.768709929696444 -6.73239952628914,1.89565477419858,0.953144513094561,-0.389544148242097,0.020735727209606,0.421081706063886,0.61917504668672,-1.25713604588563,0.330880008973151,2.20124974792176,0.67804697812973,-0.201770481524824,0.795661155981882,-0.664050461762006,-0.713322178133016,0.142861833296327,0.569516867702275,-0.0717250680111862,-0.059749815458846,1.58819248710368,-0.28442972695989 --4.73653697536084,-0.602997303605094,-2.22791423230589,-0.0778551466604169,-1.40863089090617,1.69251438441668,0.365911893721765,0.472987120539545,0.106154607763325,1.4970209859417,-2.71135589178891,-0.022795642998274,-1.41736997400366,-1.33436507347496,-0.324925668734056,-0.136130735922397,1.66635536489937,0.290987944242238,0.522600291988537,0.34775885851772,-0.106505710125102 --3.02850948177965,-0.390867820723137,-0.776264356311486,-0.90504931274392,-0.0282378383740054,-0.316889092899376,1.84339482626328,1.62604791408266,-1.04456634916316,-1.52195134234349,0.594534696268354,0.173922100232326,-0.160038521956828,-0.246768170306649,-0.0607614673044882,-1.21541383278028,-0.895977517741126,-0.73367587944329,-0.108527797723253,1.5075014373293,-0.245453770247373 --3.80055180985789,-0.416222031530192,-0.0703316669470141,0.164440367470626,0.647177809884071,0.181676950979135,1.24021567464203,-0.258976156887991,0.956132915406944,-1.68074794159002,-1.39035686762928,-2.41067457908008,0.348689917360194,1.10763561150013,-1.23219836591555,0.671450796144673,0.262738533605031,0.386475589812221,-0.273493932094335,-1.68913493188576,0.589861522622623 -3.77312368297124,-0.375657422820391,1.26068979767465,-0.115947200622755,-0.994865954338676,-0.0296569391614548,0.0623333528169729,0.160469031592154,-0.0935645507063501,-0.933520052412536,0.175796626930526,2.13824071819606,1.04731108442103,1.21181540922108,-0.861098883074404,-0.0188201505804481,-1.49134203709105,-0.489887254844662,2.54346501111663,1.30143998207445,-0.813474610354022 --1.00018593035322,-0.366630945702358,-0.104052092417722,-0.348210068307147,1.27626928359033,0.297963597483708,0.475993691298361,-0.201761908141279,1.24852354393945,-1.27762051151358,-1.26163245729435,-0.519384613110334,-0.151691901084779,1.28721621466855,0.48806076504654,-1.40049346009089,-0.575988349018891,0.756272356876656,-1.14438289613984,-0.644355718887685,0.544473712743119 -1.63600689937173,-0.295677452700886,-0.868219107709613,-0.289992095716962,0.379617432708672,-0.660274081715432,0.797022997969033,-0.127116413949117,0.429941001047962,0.966713341697589,-0.211927240434431,1.52852614111971,0.416828276771526,0.495181150378101,1.31161296092492,0.39983961116318,0.0112853218517515,-1.11178994291894,-1.11612139179724,0.616410794519854,-1.95592584696354 -1.97575498209217,1.44182041019987,0.0362521673180201,-1.13906493346133,0.0120105434127168,-0.817015622416887,-0.935644563038746,-0.109668759219728,-1.87733112231169,-0.424859058714438,0.142279845663934,0.884022286610956,0.161546381676795,0.456304975301501,1.11665001719036,-0.88236311869527,0.983087691789296,0.0130380685960299,1.21081051349776,0.410825844788035,1.00787723315845 -4.18487752800903,-0.697538291913041,0.810912373372976,-0.00437247560406911,1.61018381487652,1.14632699814733,-0.906506408902685,-0.349198804370001,-1.3510712981144,1.30478653758538,-0.305669179301896,-1.43704044215781,-1.05162087871148,-0.549072610879326,1.99261607137985,0.701674779735853,-0.433836423400296,-0.00196933449219462,2.17681895977941,0.300910264987329,0.899520654026031 -5.65036226603721,-0.38816750592136,1.48082909622166,0.904208025517406,-0.932857871214309,-0.617288074906223,-1.95970019369516,0.0238349997948915,-0.212004254011327,0.851466656010209,1.05324380087356,1.04069039638879,1.75237220166368,1.45447082086767,-1.20541708095248,0.432468106229232,0.582847356976487,0.0185005555774068,2.0745385438345,0.501345712705955,-0.886723899552666 -2.3841915097896,0.652536452171517,0.148613867904367,0.0827144523270214,-0.648740766855311,0.011614514852577,0.511567086024702,1.17647480152617,-0.322521932021594,0.416314268059339,0.103737933004145,0.488047662828021,1.40944249644797,-0.767951058103022,-1.29925859293434,0.544817705958454,-0.135038009447409,-0.45842128522562,0.931839141469991,-0.113545647182708,-0.748792323628967 -0.746738460563113,1.12477244653513,1.46353654495771,0.67813998275275,-0.488980770186038,0.23481178351385,-0.433533049856812,-0.625877731400164,-2.12192615881645,0.852512741770146,-0.363450630837299,0.487550919892182,1.50407065175981,-1.19737611259938,2.19247379078739,-0.909667755603924,1.87207690170478,-0.56943138168576,-1.58498108786395,0.00441629939700496,-1.04322816976308 --0.52185993096778,-0.772110803023928,-0.503893673684722,0.0155101628004727,-0.478136699852037,0.9453492791072,0.938543287993817,0.178945327129761,-0.787553606880294,0.164236375064661,-0.410305263764486,-0.70500988197096,1.59223653362195,0.315267212150344,-1.58858963218483,-1.21895883305347,0.269849570474965,-1.07662681137134,1.07169320808777,0.0550321862856675,1.2974786958328 --4.36608955347215,-0.508086216138287,0.0278623656237697,-1.21661790062824,-0.786711802343545,1.63187107656325,0.0224568428437101,-1.13817537986588,-1.07593842989053,-1.84901294486593,-2.6038777445473,0.730220963944484,0.874102500673431,0.35652825035525,-0.276339157232622,0.163675582126566,1.42983849703068,1.12723858249193,-0.521508709039899,-1.1195617215792,0.989300401136396 -0.493361109208941,0.523620590498017,-0.462992943879236,-0.437371069606281,1.0855824753572,1.26032640347594,-0.620875784389014,-0.89961155295529,-0.707067008097681,1.33798565520639,-1.0180190100902,0.250346748434991,1.539067593933,0.907800247379727,-1.32718364221438,0.155142921125396,0.737538568147657,0.315381556139089,-0.54069768062042,-0.470952226120136,1.76328580261418 -6.50042440406875,1.01775422653797,-0.349067805180402,0.826588555288703,0.666621492970033,0.869757207686027,-0.115431711674187,-0.23232721846262,1.2915119120101,1.48324167524234,1.99470684890626,-0.470778013779016,1.9338633596861,-1.33505027760711,-2.27227757752004,1.73269508155274,0.927328460336933,0.415230521187293,-1.52980085094567,0.23469636391287,-1.36049775800576 -4.33716050028015,-0.251164588087978,1.38715841012422,0.967682515183848,1.28325348591131,0.981182341916332,1.71566975500192,-0.472434250883038,-1.96264900137149,0.175666051525929,0.628524794097577,1.55278362161936,-0.205718052083654,0.181270511981385,-0.209250723847023,-0.419571714037791,-0.0228603256232445,-0.293949427488656,0.362237014799897,0.0545258343741711,0.241970473147795 --1.97909324598382,-1.42999344738861,-1.74384585318467,-0.370074205814015,-0.320613009707592,-0.406201431158776,-0.755790066871087,-0.901162276085556,0.592273892935186,-1.02634066724897,1.05888660749722,-0.198831513646593,1.90268584561259,-0.462297569762342,0.53340197249254,-1.08332466945366,1.89235571496194,0.812997394699729,-0.373758753934372,-0.132766923822059,0.0666175745944332 -2.03569291376169,1.70912103210088,0.377979392077669,1.36667304542232,0.62096410769504,0.746998568001367,-1.99033633110276,-0.727802617644416,0.456240620303533,-0.473502453025187,-0.502034194424799,1.5031451112577,-0.969604120744086,1.18556281627828,-0.0367876077763983,-0.232011861418819,-0.490789074215761,-0.164611227718645,0.0662511283251176,-0.418225527928532,0.906744921951325 -6.26830148434145,1.43506957231162,0.70357724356553,-0.515146694891947,-0.818511934229338,-0.066579370094546,-0.769643405135659,1.5045539634838,-1.44527607556381,0.0105784714864844,1.19216249925589,-1.06397351201491,0.998624614295728,0.338413115799142,-1.36009401738707,1.56674654978083,1.21123278606018,-0.321611910513472,2.39139567989328,0.971602091736784,0.483308913160256 --8.77962041180351,-0.71037114584988,-0.740730900607177,0.00134045615428707,-1.39490081961931,-0.0608835977573631,1.05711116334135,-1.11487238387942,-2.74195817983779,-1.42123230992212,-0.283673188519364,-0.66247460669277,-1.96513479742981,0.402429737192249,-0.343357311149696,0.214401588347293,1.62732423009654,6.09184209396993e-05,-0.147983603814924,-1.10772757234142,-0.0158289220868488 -0.485799770485893,-0.0650675736555838,-0.140656771619701,0.220204027469841,0.290394487625443,1.1143026096971,-0.466067878448015,-0.179504390410475,0.537105418284201,1.43338400764635,0.24199437798556,0.771450290968928,0.398110222451308,-0.235253824988438,-1.79437347296476,-0.966941592492045,0.901118513147796,-2.42649341740774,-0.449358401213133,0.998669057549529,0.047802131204329 --0.722213785779159,-1.75946873536593,0.326751062235814,-0.136360825213921,-1.20501872636892,0.517791694620169,-1.65585522371385,1.55872292097391,0.432230449127091,-0.298663639672721,-1.82666781324855,0.400053096365586,0.402499492671967,0.0509603803167616,0.936675935832441,1.78235345109017,-2.12672039518925,0.689544885990947,-0.706891029379139,1.55154068288203,0.954970027504318 -2.25781745195875,0.569722971819101,-0.799049591266918,-1.7470983094772,0.547290252133956,-1.98368123459536,1.44083544970338,-0.0193775704584849,-0.17795027914956,1.10474950895798,1.16698085475516,1.16317010708725,0.120173106281078,-0.30294353788431,0.20670446875279,-1.0249802695509,-0.276114363328935,0.315807443556403,1.78387058214762,1.49659804073499,-0.112169148128723 -0.231890749310323,1.61234679820178,-0.856266276070207,-0.164638888718724,0.286683313888391,-0.713301703631527,-0.59995400614631,-1.55408309197071,1.44553736450276,-0.613847461853842,-0.287019876646714,0.239629773403275,-0.887979431480247,0.282046573029764,-1.01318014379222,3.01429506682812,-0.330821881013342,-1.61392836563512,-0.65362128610646,2.45594256886065,-0.55452347881106 --0.984034173756339,-1.63728064710472,1.16294974037507,2.59759772326695,0.887365304639084,-0.0450764956498949,0.213126544651777,0.832313135371103,-1.29576914527913,-0.84122435097182,0.210754032877215,-1.42187673735216,0.26922185586102,-0.81112847329809,0.0950532690195422,-0.901198679799681,-0.905965420264933,-0.209617614936419,0.461717318512171,-1.77999452399133,0.877870557869004 --4.24457815122079,-0.779568513201747,-0.683111941408483,-0.505063857281187,-0.89067689423042,0.94669352581487,-0.814258432286808,-0.961718419943413,-0.887427572454301,-1.09933085814043,1.43572267550772,-0.427703207190578,0.928263601689506,0.00908140500727671,0.465458014197364,-0.174385629701851,0.999120584646316,-1.07951950777735,-0.911359658363677,1.33245497652235,-0.849527917446152 --6.45335974527138,-0.641176933750564,-0.461901956582538,0.251793867932435,-0.972010658467197,-0.0015569038001657,0.187150174414089,-0.834343250829092,-0.586660830365013,-0.241856730132205,-0.642959205582978,0.685219259532345,-1.40820154709487,1.30827082683771,-0.762313449426059,-0.224304525250837,-1.26610925422493,-0.683496025859738,-0.97247824970508,-0.0778862871683712,1.54356011517479 -0.356902259379946,-0.681131393571156,-0.795171023322108,-0.803827545724037,-1.32810196890433,-1.99622145857523,-0.603046614410715,-1.15939798644365,0.73278213031816,0.582439413961183,-0.189372503135366,0.973443441260427,1.56366219368133,0.835580853405723,-0.522876148419202,-0.208661061035011,0.965530663116474,-0.75228235624861,0.673761504355854,1.81002172981135,-0.967869088571722 --10.3223373784598,-2.03328559561795,-0.625037130023762,-0.544583713807928,-1.82824475347326,1.23614287856884,0.746886271791667,-0.882636045572715,-0.357106494120769,-0.76142356629311,0.964692934239236,-0.416426776317249,-0.363413977490545,-0.0881182687761183,-1.45603498341287,-0.692480115023259,-0.0874311098631602,0.366944129448392,-0.180760642131178,-1.83928732191489,-1.33698587664355 -1.53469373796189,0.500963559247907,0.572586816548763,-1.22939889779738,0.876756902720933,1.32125746623885,0.434882324433587,0.299948331375108,-0.256196932630171,0.377005001157183,1.29954356884574,0.938019490324598,-1.80773567362161,-1.25860938035046,-0.697180152619518,1.00882136989887,0.224350629295586,1.89915864643801,-0.716479303210406,-0.526027833482601,-0.513949829239165 --3.17475712606422,-1.53179813996574,-0.092774624043222,1.18477209168297,0.968203444903765,1.68123559284456,-1.77577096590882,0.315586355765678,0.0764854916482396,0.166270797502406,-1.35919595640849,-0.869364561502656,-0.387515819990011,-0.236592933666898,-0.886743092834368,2.40463696007429,-1.9825697523962,0.49054875299908,1.32118803623958,-0.735641905571181,-0.84676745248868 --2.94541213561367,-0.0249976392782635,1.16132958199284,-1.41172322324704,1.13261058737142,0.200900278507578,-1.148828671325,0.251551679788496,-0.84622647707763,-1.35526156874232,0.894651772008322,-1.47058064193355,-1.26648253175111,1.57248174646447,-0.481868819818635,-0.0780759119383372,0.131382478985604,-0.514449348900535,0.585741635271634,-0.714119939900477,-1.2155863709582 --4.22211867600586,0.592984721025293,-0.571579753448462,-0.044901074964013,0.213863727033387,-1.32752444800604,-1.49944851948191,-1.96082262006508,0.838212323837854,0.0760836629011228,0.936029485144157,1.57730402794093,-1.13692554762727,0.788529058370784,0.886941161357574,-0.0122797311557158,-1.78835191327208,-0.235410178175312,-0.724500446352309,-0.683627247103867,0.0412237168672736 --3.51771000923462,-0.19819542148464,-2.91282561465663,-0.521814323368226,0.754989036583844,2.12212153009549,-1.05972375016251,1.31700934469896,-1.85526934233512,1.38612278141967,0.195089352091593,1.35263148795639,-1.24440344486656,-1.04469628104282,0.265329687268839,-0.840551383656565,1.0950331414116,-1.36922394635345,0.0388509373551186,0.427712362569936,-0.277664078262536 --6.37481413492863,0.892008392473526,-1.2205699384207,-0.768891491371262,-0.649248150880558,0.0302579879246971,0.32683435578099,0.475192124485782,0.0589403057441799,0.631226293929265,-1.12065645516363,0.126485239831556,-0.697110690433703,-1.27124549365217,0.416119629819457,0.0782176543484121,-0.865826236477828,-1.42228174333035,0.324600293240998,-0.241673941519688,-1.13541473121213 -4.21996376321907,-0.0257150709181537,1.29779904399142,-2.17491037936343,2.47972792314997,1.36583766014226,-1.04378326390131,0.735678349508912,-0.0923264661252419,0.0397840285803804,-1.38619428990103,-0.489518749280361,1.03501698427571,1.23414534381552,-1.24783067559212,-0.247390366004961,2.66420884755184,0.885404346672385,0.0699326913207321,-0.218636875193124,-1.64855992146829 --3.07868525706137,-0.647660450585665,1.00604083383634,-1.02784103863088,1.43952355676468,-0.881660061958965,-1.00821537255052,-0.534512719174049,0.209050483257871,-0.123620483176612,-2.15631842485825,0.435147655480655,0.933931566454125,1.51387088989235,-0.847697315039983,-0.655115545515952,0.839879642076483,-1.13702798343738,-0.220859732652377,-0.811144146182447,0.747384583267285 -4.20957699281736,0.64635941503464,1.45122270713317,-0.095089844436281,-0.305890013698618,1.02938745309121,-0.433888582424231,1.81254455548352,0.1140749749832,-1.81935391550325,-1.67931036634638,0.298544987690488,0.998457807728895,1.96141649234341,0.126883538594388,0.949457583254248,1.52760156502461,0.286951284909853,-0.705834784305607,0.157485629802104,-2.40344950678518 -0.697562150356046,-0.433832740029588,-0.277238834745172,0.201290440572255,-0.61048515047185,0.74203467883635,0.454904229490374,0.53551353044929,-0.853337348065729,-1.66851013569907,0.90226334133909,0.26660919528694,0.234781151644835,-0.486518336904243,-0.508518265292279,-0.119790323029354,0.399177411461306,1.05455673268356,-1.07256604555714,1.45980717427842,-1.15424614387344 --1.52117745793475,1.7726111849785,1.48730290739085,-1.01636983986764,-0.857201764573629,-0.892896124456002,0.764688996228085,0.90927780874702,-0.0355815035638398,0.30499472993693,-0.321688998031827,0.499994603027536,-0.971190008118767,-0.81492978201778,-0.722462478086962,0.362624999724089,0.200345898641722,0.623285220183889,-0.143048577917664,-0.282420215259866,-0.539331420108741 --5.01673359769353,-0.0182597111630101,-1.01652247843822,0.897560693147816,-1.58116385642075,-0.699974079948325,0.372478236909837,0.523202455960838,-0.84000483182293,-1.8310006958694,-0.442801494290572,1.21632174437273,0.0354627781295714,-2.1697821211267,0.441307190983886,0.358444925263322,1.9787302418446,-0.175487691901489,0.58635774688671,-0.625138387670888,-1.31395672185074 -0.754718353808817,0.852814993600531,1.01153852677054,-0.25886499890261,-0.377245617313516,-0.0736446926322699,-0.41880627048518,0.345057431117566,-0.926479459898268,-0.487955776053166,-1.83432979209811,-0.489852788180369,-0.232846069963143,1.72439207996358,-0.527450617634353,0.895124974386482,0.384562223970111,0.0619252092136066,0.504640832034807,-0.340360208440434,0.947869281415293 --2.06345471942923,0.205162903244026,-0.62982602796832,0.9044548153584,-1.09954347593431,-1.00872984885366,0.0303771198041329,0.887912767357151,0.0518653753263699,-1.87824939302085,0.551541321569689,-1.23210865998691,1.19359605281132,0.871994192439742,0.45301344118115,0.182751422841937,-0.655591880675652,-0.168809650180487,-0.000786282156670132,-0.125580596503783,-0.0481607298710458 --6.42365997230227,-3.00804859892048,-0.280612925190477,-1.24136924477073,-0.744289931782271,-0.32920706725836,-0.475808733827174,0.638668775930629,-0.580665555943849,0.282170350242845,2.07411307565806,-0.443487639476001,0.0193286913510226,0.281212804551847,0.84621152648001,-2.54426955166576,-1.78447909495738,1.21337233424286,0.0482116366073765,-0.39178344283729,-0.401339633075486 --6.88388323323453,-1.36611193132898,0.353802586188803,-1.02337525417494,-0.67260884136288,-0.989276610580601,-0.99105249663129,-0.492694116464618,-0.459467155156241,1.42393023288029,0.803113794061513,-0.610145211393854,-0.648030105474497,1.09032852380236,-0.721197069795438,-0.32066110667385,-0.607532015462881,-0.210480889522411,0.0180903378539012,-1.00530467597583,-1.19715832195821 --9.57711258135765,-0.424102260144812,-1.36125320284191,-0.0409846722514534,-1.1893953680643,-0.74776384835975,-0.420355536945896,0.908752794501025,-0.791665707655288,-0.835581765317171,-0.195514175512571,-1.11458527900858,-0.489222410144526,0.656699017005148,-2.10073541153154,-0.277041169634242,0.100234850674382,0.374697265188475,0.241249170905395,-1.65585773463314,0.697033466592827 -3.05405597561667,0.236803663745558,0.811319301168298,-0.430169752961639,0.452506214920028,0.064954671757386,1.56542154609588,-0.648149063806768,1.13680114384446,0.128573071062208,-0.553167061695411,1.24375576102417,-0.0685406070925593,-0.12864399867274,-1.1541606863197,0.600525972953765,-0.0039837821203675,-0.214968532105213,0.831919248802948,0.944862723726203,-0.942265310519907 --3.05567050584883,-2.34272312035896,0.188736323318596,1.35588368891571,0.430651339935509,-0.18877201635206,-0.0599719625254083,-1.93493736818389,0.710028941031519,-0.5645487450071,0.436129721615791,1.99986933426093,-1.54214644358713,-1.29964719255608,-0.33109316107958,-0.392521765923755,-0.737906602434939,0.585404123559601,0.127829066225905,-0.979725433795762,0.535635025624454 -7.62509251301282,0.961696633380712,0.0586844106760174,1.06337532285214,0.231634591044133,1.79829516228537,1.38470376394224,-0.472724357687839,1.12400902122778,0.13935687399058,0.693057657715093,-0.111445069068512,1.34575023503963,0.587589886111114,-1.46047710758838,-0.860350891291425,1.78202101539842,0.313512018499739,0.0546471634069616,0.99156556089708,-0.763698895565309 -9.71576316872451,-0.60442573385444,0.831690174697612,1.66696891585077,1.70386850772817,2.50691047392308,0.790100637152327,1.44608485238538,0.834070217295543,0.0384322047910561,0.126976625177842,-0.588933928314305,0.950205571063695,-0.436180639244948,-1.91285323599743,0.0183952409455291,1.04542840949702,0.440055099924591,1.09404216132396,-0.205452727359464,0.651169354385006 -2.97098956047796,-0.752877279362913,-0.296554278722367,-0.696462293075028,-0.312938110627655,-0.607341692962885,-1.15717258052744,0.31149644201255,-0.00606230692010836,0.0469849350898285,0.310899281315799,0.532830672670008,1.86649923607912,0.269786783528702,-1.04990776090583,1.80807434293867,2.06733209784338,1.68153055669766,1.22637950237469,-0.0224795882573612,-0.526928074762806 --1.49677571421245,-1.55561159254425,1.92811829124929,-2.23006111398738,-0.953631311335262,-0.387899511562309,2.3334748064076,-1.26161674603733,-0.515079943257192,1.21460506541026,-1.0480368178871,0.00222401957163805,-0.680510664938077,-0.0953614972630954,0.215674494237936,0.428623456266752,0.14080596392978,-0.426733476532983,0.429767480199017,0.0453656820408485,0.0825009872782799 -0.212178287422868,-1.45389373800106,1.09993405060426,-1.47309589561801,-0.585239259842409,0.934415607760072,0.129104868688449,1.39488765685526,0.7016640869017,0.33443954970229,1.19468961972054,-0.710588839208374,-0.914052007774663,0.1579296179348,-1.32210854444373,0.214485815316617,-0.354701559423119,-0.387338052281287,-0.756745253448769,2.32504782619438,-0.190672578999032 --7.69953172128264,0.0563318360544103,-2.48191920894921,-0.788068400232508,0.465033319732871,-1.0804386586684,1.45776300399488,0.37574106542429,-0.273692654008557,-1.49383440196066,0.0424287290434297,-1.62777185151622,0.87820738635068,0.579016812887878,0.787416426273382,-0.172702472442116,-1.06775538523281,-1.12131873016513,-3.23223892059085,-0.986921967549267,0.998510382440846 -6.71153262218835,0.509369406673892,-0.143448814273868,0.283132809596142,0.359776650890155,0.78526570435633,0.013230705657761,0.535239646061139,-1.03656319618328,1.25078666307949,-1.91735119812077,1.05963651316195,0.670752309846248,-0.641938373572695,1.38941512003664,-0.256732504594659,0.204290731206603,-0.925302254762033,0.67198303504946,1.47597234989966,1.057528010597 -6.51453041381922,-2.0978829597843,-0.6533723939189,0.301914998966806,-0.943512061981547,0.908661710914287,1.17175823542776,-0.237043588152476,-0.751001588015319,-0.263481314009665,2.25691411534137,1.40093315144043,-0.123917052087331,0.42234897224077,1.42828625626222,1.4373958144643,-0.290456604680151,0.641463023598302,0.983401254067836,0.431834026372624,-1.2466994882727 -2.4406079715538,-1.00436197944933,0.254267668563504,1.62839666450069,-0.927878018687616,1.14054814072101,-0.934973677051217,0.385936056660122,0.303728539068169,1.1842357204438,0.593208354945825,1.26249094586891,-2.62665472273028,-0.977815628266754,0.0462021070419824,1.02198966391745,0.191482281765596,-0.186556403468163,-1.1890993137691,1.13280714804911,0.687097845435619 --2.48069763794301,0.535771722252592,-0.460549667784086,-0.103568824126562,-0.536046967719783,-0.774599808867673,-0.487854926608596,-0.781988644452005,0.242871755582093,-1.07642410486461,-0.546865474040611,0.24946594108627,-0.668102913386321,-1.10795367696192,0.183401265493888,0.820249425500464,0.0465488881736775,0.258116871915484,-0.535045798668154,-0.62002575782163,1.39349023808671 -5.23353710052899,-0.453037084649918,1.078707839069,0.352500094438859,-2.2195044072428,-0.141743090657596,-1.08452207565096,-1.54529982080291,0.36554398674487,0.582774859584207,1.25918874813129,-0.151263638992519,-0.115533390368543,0.792038560808956,-0.301679910742504,1.53186550620581,1.2752939622845,0.20948434679711,0.431185996715884,1.48691963404113,1.18362588329115 -1.56940154763577,2.16536850181726,0.058309344768793,0.907927876506739,0.0895768065806867,-1.27558839205489,1.08596483331566,-2.0185227279823,0.816517411354338,-1.66422443221365,1.25250883361919,0.3257900775468,-0.0237270102343835,1.96544548593842,-1.34679829345874,1.77732200153874,-0.878489783495626,-0.197813854944527,-3.41986224950292,1.32599317726739,-1.15291159232908 --0.013872943260466,1.24574667274811,1.54792352674937,1.34136084205824,-0.86118851711581,0.699686085349684,0.042839359619123,-3.82518567824954,-0.195810348906386,-0.238458006857075,-1.3200052848806,0.26618577742564,-0.00455267062349679,0.279662005831393,-1.70471783244702,0.444804228432646,0.152024964050314,-0.607109253554798,0.775122476089209,0.811372957865678,0.382880169627413 -0.21985802675536,0.595498034069596,0.210962328272646,-0.327906469706609,0.0739671824051502,0.694811150787403,-0.779471651578078,-0.711850957046235,1.10591023228694,-0.608945214188713,0.53663301082638,-0.286186807228979,0.0497108849341743,-0.493930747552154,-0.365488174241386,0.151184331609936,1.36418979486105,-0.153759765758608,-1.1115797229266,-0.173529612567271,1.40761701609109 -1.92864344754735,0.0048844495381889,0.396285124259742,1.40452445387447,0.213170928210364,-0.0892537081677487,0.105059849762389,0.665470313267045,-0.590389753527872,-1.50101276026264,0.019999878328143,0.289085106590604,0.797106610861857,-0.658835595927553,0.879121993851351,0.37499964998255,0.982608192060684,0.508092277862209,0.484284839562517,-0.450226447721599,-1.13876199905085 -0.902369266934345,0.279360782055259,0.327814967151589,1.16525808092968,-1.07519191077837,0.195934779703795,-0.00543075274087253,0.246065549878365,0.335186632655829,0.231306605815722,-0.325303532370429,0.436924312666404,0.104354270699347,-0.467869206886534,-0.394849640753535,0.500046195496215,1.9171874672055,-1.56684204474508,-0.287248555287472,-1.73519399143796,0.402522039762768 -4.80601139604598,-0.705906125267626,0.97716510497932,1.22102297700014,-0.597222058093599,-0.280510878237416,-0.0677779538217154,-1.25767371015831,-0.573448712819134,0.49292309365731,-0.427062172966167,2.89306221431781,0.400129390812352,-0.401701229659541,0.50845599053217,-0.314849166507175,1.65659570792649,-0.986270427905151,0.977072899848857,-0.133555271822469,2.0888404024249 --2.2218095511422,0.628017152957251,0.384768230803319,-0.0727970626440531,-0.481840494964976,2.05416734727167,-0.773395103561575,-0.798534064680526,-0.320731958357686,-0.813729403458486,0.431916960496354,1.72820902082623,-0.507240954028419,0.210609110999418,-1.2914471869316,-2.51550233821625,0.648475811113373,-0.141491851315486,0.442770202254807,-0.183436047085241,0.129722086613122 --3.34656010325562,1.4802139600857,-0.255333634889788,-1.06937262701386,1.88596404188929,-0.681015097782177,-0.121769754621769,0.201522584514215,-0.687191544095487,0.768138634068504,-1.01757822557332,0.112518347321933,0.375415601700201,-1.70206482293742,-0.652509410947373,0.0415254162908103,-0.112563184049139,-0.241558835543748,0.201553451461279,0.472670428499192,-1.37128964310849 -2.1067639217387,1.08342991008328,0.467023597101428,-0.637986835610742,-0.947790979205889,-1.14891221609072,-0.269722745090441,-0.814450596868537,1.13322749218412,0.434846316939093,-1.19761705238759,0.337016346537348,0.413256307390545,1.47343366791555,-0.217376525949361,1.30877194737707,0.0842090767578044,-0.563490392732938,0.179576212787657,1.21753280420204,0.143040418106687 -0.675608979274874,-0.813244256664091,-0.430750424397337,-0.94782875724423,-1.25928185470724,1.50808766376281,1.14133132221604,-0.800643730753633,0.324784895680239,0.609656500499306,0.0483390092090528,1.73312791174783,-0.692001495760043,1.18454997387262,-0.502468227578828,-2.38340535360417,0.986868300822672,0.0862260829052348,1.26504858154596,-0.52003639395553,0.0744804023807315 -2.58529405680724,-1.61887684922359,1.91957271293689,0.139029935237333,0.108289358358458,2.41966516227907,0.397019153670475,0.180191245497109,1.08740244133222,-0.0992637182353846,-2.46785254155951,-0.60453480083783,-0.051606610488358,1.36229565446954,0.147009196505126,-1.964752258264,1.46498717624744,-1.09517620949702,0.543377319507655,0.306474906217705,0.849763519457638 -2.74753079455497,-0.109655699488241,-0.749697638130131,0.888791392494653,0.435897262023018,0.505623318330854,-1.6653783597171,0.0668003249942286,1.12935667222257,0.586362050616676,0.263617960951593,-1.91100641292183,-0.0986194639477572,0.0625545706096702,1.43510511937204,0.102006605240653,1.09168721073939,-0.810919893340946,3.25799987516696,-0.0366561253662466,-0.803314015369341 -8.15258353415877,0.440889370916978,-0.145297804823398,1.54746942823564,2.58796025193889,-0.210583787142942,0.698450111111738,-0.92839482750141,-0.356614735077859,0.165745637051714,0.0262099324476507,-1.84297074595264,0.43394114299353,0.789717149328965,0.324359203784613,1.15542975068785,0.215769367007097,-0.0413238918594352,1.32265837378334,-0.157287278086167,1.16073625350042 --6.81467861081172,1.3509939798086,-1.930937879575,0.156634050567843,1.24520704807343,0.00698418217775816,-0.681395850172004,1.33538701199011,-1.23027459725575,-1.15188080513727,-0.372019651089591,0.845309370404422,-1.16207732663958,-1.20172795256372,0.254914051265328,-0.734394067167755,-0.538394399436646,0.0527247971862576,-1.76500614306237,-0.680500393441457,-0.869294369390444 --4.12571232166982,-1.31860948453356,-0.57643839933511,2.14770273288821,-0.344214723372127,-1.54577265296815,-0.597686140826345,-0.603758625480071,-0.0282843169797504,-0.018640323413395,-0.492516716190528,-1.13696900159776,-0.540141243930204,0.810350658836687,0.0160337033751324,-0.020400168808289,-0.463520362804536,0.360301047394196,-0.826107486868461,2.30747153300531,-0.120082429939546 -8.0179971857153,0.364384592607448,0.179695013740375,-0.140082479595636,0.129119172829166,-0.109876035737775,0.967774686167999,0.546216949211738,-0.141174406309859,-1.27896791489774,0.171273018252779,1.52480051846988,0.448660849762778,0.085279114739619,-0.516392284015876,-0.774839146519891,-0.101323505496566,0.755407315204379,0.859750650686311,2.00139955826335,0.991997912639116 --0.573411335200985,0.233499835088518,-1.0585875486123,-0.192980737115521,-0.726773317986646,0.141737970486133,-0.812246653159275,0.161743710360366,0.795744510569909,1.30552070860745,-0.167174835039487,-1.19904556980801,0.759379396443445,-0.783006396181516,1.09726604273049,-0.66249447272926,-0.0368935543096637,-0.988296535500055,0.466838706034593,1.65472861982942,-0.0184260134919308 -10.1862359718206,1.19395526125905,-0.85291910107167,0.335311843250179,1.36447786207135,0.290349521336639,-1.22893515830207,-0.222960465004493,0.962106387316642,0.288974484890308,0.718188130679523,1.41621083816772,1.00438520941627,-0.17910705140467,-1.38603475626554,0.350182420645091,-0.16622409088279,0.138822004858844,2.07291146507806,1.10013224443855,0.830199452812207 --2.86704760062391,-0.0279099721295774,0.0913124466915819,-1.59957234589889,-1.25756609183632,2.11281245858354,1.56165327439061,-0.744814527178444,-0.758994714350323,-1.89105002555965,1.28177761882633,0.741183905615741,0.344698730879533,-1.20350485343383,-0.153253433398855,0.7342014874316,-0.442016576784649,-1.06281808332168,-1.0058708824421,0.126767701749462,0.205570785885924 -2.30322933473543,-0.357298854504253,0.181576992184874,0.65696404096431,0.510533454898639,0.459668015341973,-1.06896330037905,-0.700308499575641,-0.174398899883779,0.296013401233495,1.10034636862916,1.12231281911497,-0.0783705624576412,0.281830191361131,-1.16289333493183,0.186339035688116,0.824561903973524,0.105979913810143,0.835820154711093,-0.660954855287748,-0.738303088965218 --6.33646880445529,-1.14681413611837,0.794561865647756,0.639305204018956,0.958756641784706,-2.27754609967821,0.530521386047965,-0.37188601389452,0.088154949401553,-1.28846620045737,-2.46211859349944,-0.0864839101784254,-0.628566077484668,-1.69435881649419,1.19049372428523,1.66521002822219,-1.36827825386134,-0.301195487358423,0.335569259099641,0.514906901579592,-0.637681233304603 -4.23326655982666,-0.517420483593623,-0.400023235949867,1.50121261940328,0.055260102262267,0.663872692743495,0.119978710779746,0.311274700895984,-0.0135979847367382,0.0234566941408938,0.726803052449648,0.272649924726368,1.97626094322085,0.82507760019569,0.190062840247468,-0.559071091526516,1.5962269392997,-1.19891575266235,0.692554484281955,0.427844988645768,-1.21960151872622 --4.21046024733372,-0.362123772578272,0.259163585710244,-0.871396603808594,-0.050289304800453,0.822386387781571,-0.465228354051444,1.35068405153263,0.400949168099492,-0.109455457979548,-0.622604766977355,0.0669453968567104,0.114148944464931,-0.918440879497392,-0.920385421587405,-0.268107717962794,0.294875898889784,0.21694567121982,0.402699225494334,-0.44496763500194,-1.31122092413197 -2.72189136204219,2.35055432578911,-0.577807437816022,1.28498500581938,1.1204389556408,0.883523140150892,0.479490450648122,-1.50005483250949,0.115622057461574,-0.217960081115592,-0.791550959750769,0.776147322908369,-0.395539684673535,-0.025763970877443,-0.00751294610385004,-1.44620238471916,-0.279291969252184,-0.749439204797548,0.315811646957481,1.20455125883876,-0.818473169607186 --2.04383099420618,2.44653137569996,-0.785535786150966,0.529311039465507,-1.24739525320627,1.13196325999395,0.195457859242463,0.744815325719273,-2.51415170034797,-0.136012946769024,1.24856826449852,1.10657263332956,-1.51826917011191,-1.73813513306236,-0.696168790146707,0.633511463730728,-0.122795981777144,0.229856791500487,0.577512993181632,-1.75017851581324,-0.792860564909792 -0.532706580494748,-0.166703279484276,1.97313952665039,-0.891209547195535,0.523324341652179,0.113895518208246,0.297936985614038,-0.0943338650409884,-0.680823944862341,-0.814550255866163,0.556957612242558,1.33425570905122,-1.13917859947868,-1.43587068711645,-0.0689271266530723,-0.58914403981622,-0.746277299147364,0.772937908875456,0.690787611148828,1.88945389022334,-0.788153198148696 --5.8134717167305,-1.04366743906189,-0.640409368830419,-0.916445237443595,-0.0922199351712689,-0.0269284670361807,0.573324097118421,-0.814320986762594,0.239438544855017,0.804224333333908,0.769776408159742,-0.371944551042709,0.193988734183976,-0.467271033295778,-0.580005301366218,0.186118102940315,1.25243910984308,-1.3646861167398,-0.750378311515625,-0.571833820380031,-2.56091642610117 --8.90841985608342,-1.97293493407467,-0.588579747722203,-1.10725766049221,0.836745523762449,0.0978328951300547,-0.683249798338174,-1.09794655462319,-0.537495054851695,0.235050804463431,-0.533569328127069,-0.308864474618734,0.873697838800396,-0.579059842179177,0.615776892867261,-1.29568735119501,-0.299992688026034,-0.269204166419249,0.64272458844518,-0.481267419434387,-0.647034417996043 -0.325925179812264,0.514671633438029,1.29872370041408,0.184006330244624,-1.87842699152491,-0.13795738002535,1.48149183921533,-0.175117122777345,-0.620331470332314,0.416002925184966,0.580894582335791,0.574859177253478,1.02784599215422,-2.01699932977385,0.742322032995672,-0.798472227549755,-1.32817777825869,0.789955431601942,-0.526966273113482,-0.0283980861991869,1.34044570292358 --5.85673378284147,-1.09057358373486,-0.345137021974271,0.788007892803011,-0.266800643877246,0.038849692829142,-0.0106559025502656,-2.16709457827194,-2.01412377331497,-2.03787533091778,-0.55599643860404,0.211078891060715,0.235939520217791,1.76068165637605,-0.149345393165095,-0.155929075052869,0.555511244477344,1.1620877096614,-2.13122359991734,-0.168774160816922,0.926109386880166 --6.76768244529116,2.28465932554436,-0.1791690837053,-0.68302351359677,0.108626209395513,-1.3541874926099,-1.42193022246936,-1.18577867591635,0.411386746069668,-1.2346873814225,-0.294657389776322,0.115549363837381,0.774864637129269,0.415196933290063,-0.93228362780677,0.650759229008762,-0.738177547089048,-0.157774169097908,-1.00895069270043,-0.278860978907651,-1.06415454886039 --5.66826243338359,-0.885617572657959,-0.632188935843907,-0.688673815958594,0.596686681080569,1.36963651741871,1.14877286082115,0.258149516085906,-0.185512485668618,-1.92055737732336,1.23667314193954,-0.505324879392433,-0.385564277084244,-2.37334025702677,0.664784819040778,-1.05100017079532,0.550981257300802,-1.06262148181422,-0.878505439009399,-0.0511292584058055,-0.392566371950583 -1.46892539421378,0.111106429745722,-0.159428518764871,-1.01903883728763,0.747658632159995,0.365955596171597,-0.743707596238121,0.457712522262781,0.229022372516703,0.805087238916538,0.347149868192604,1.13641435232299,-1.30611297281103,1.2529824676047,-0.663997182763563,-0.187623860543727,1.1651539137989,0.126295731300482,0.473889098603165,-0.0142550940261776,-0.996373956309464 -11.5629957825466,3.81027668071067,-0.158113244291774,1.27895137823884,-0.59431389793582,0.938117945917849,0.374662336715287,0.48151180216743,-0.13791782353312,2.29023561218726,-0.217278092149556,-0.0773594287797504,1.71148846872146,0.373499200182678,1.41340828284319,-0.435210446599394,-0.230962173563055,0.422920466601062,0.548887098909593,0.844919440691313,-0.791976722628851 --4.04711006394161,-1.10890999794325,-0.443436078582291,-0.549697308872468,0.683649701799425,1.68069755320679,-1.71190727915486,0.590039896535498,-0.0636747194583366,2.09149573649717,0.429487148924391,-0.794233450004089,0.91508810406776,-2.33563505030041,-0.164342852446987,0.381027751613548,0.181548830904826,-1.59175235013031,-0.842123562030687,-0.559446685646645,1.20803397283993 -3.15227980475732,0.307566624421454,-1.52371718080682,-0.572308524643679,1.22883996805309,-0.592844203081167,0.160460985916265,0.123443696554223,0.902151639343192,0.572945674120571,-1.07851393257155,0.442025849296934,0.929580129506187,0.0668813179340346,-0.371414999034542,1.46658709253869,0.616653691472734,-0.513326593987696,0.935849276945662,-0.112097154908932,0.563579919216147 --6.19399542601634,-1.10689447222516,1.15623245993889,-0.704088131888739,0.296850739043386,-1.82165155238849,0.345263813018942,-0.046420030380116,-0.99212520092668,-0.829696325678887,-1.39172235847245,0.495025934379736,-1.08676824072535,-1.21867760524603,-0.457240988902892,-1.00215576310782,-0.798316463456054,2.23361214213521,-0.897231310288345,0.484862358211072,1.17630237620538 --0.245394838281929,0.34765364882196,-1.19712465358363,1.15911597251934,-0.438799776080318,0.0888367339494376,0.668510929362939,0.000120916427702915,-0.21980126623948,0.655296264736267,-0.649730846716938,-0.589031514489618,0.00235886177567196,0.451222678829286,0.47660641054468,-0.206052058331693,-1.36225000408206,0.717336622836306,-0.609069186251548,-0.0624141122940191,1.61780663270915 --6.53142073223726,-0.873264535062044,-1.71633612495182,0.220320761631212,0.576539760686008,-0.901295489716776,0.532183022441013,-1.21322722881755,-0.627514615707417,0.860162426679817,1.35090565193817,0.444614108315857,-2.14962320168718,0.115277922010273,0.564008976897015,-0.42646710332244,1.36288028387586,-1.88354045318451,-0.0919637032483657,-0.55894782828105,-1.08464869982798 -4.05568916799176,0.0773031227369236,-1.13786984735911,0.705110658849183,-0.508253245748647,0.602879857628899,0.877388375574588,-0.128712587907241,0.808413232524882,-1.38839284447384,2.52859474834812,-0.0429966073434272,0.616082004630213,0.64701347953968,0.737098217890866,0.141789398383258,-0.161676328743343,0.953067833360054,-0.799033985624511,-1.21676984999217,-0.177996884212333 -2.27622377805499,-0.296868642156621,-0.951810483836722,-0.626868755088675,0.633846936909874,0.325822343943089,-0.704510933230666,-0.35889602880731,1.5886737162904,0.0705112136521251,0.123213350592729,1.88512654309939,-0.961333512167973,1.22996811526091,0.259236725455096,-0.681218237236494,-0.587958232208089,-0.415700710333198,1.99104116255638,0.954322398602978,0.585404664100389 --0.100899379788757,-1.18324224043267,1.61925948585556,-0.323029666037114,-1.63246450712858,-0.798546442686328,-1.50581025322228,-0.181068035235945,0.459005154458406,-0.3590418139916,0.808754714227028,0.68274729243408,-0.226685016337505,0.00315319614576893,-1.10119730221987,-0.0655975504513635,1.61480203525078,1.02197470750979,-0.642404848009977,1.04172139394936,0.00361725151898941 --5.06903169352818,0.0112926884238996,0.167813585930611,0.359649135154928,1.41590284678038,-0.939975050083894,-1.66749635253933,-0.413712208730843,0.538774647686967,-1.15001075346237,-1.34270002436009,-0.150505907667477,-1.05867936583839,-0.696480417186071,-1.09639366383849,0.564326892746844,0.440412955585091,-1.86053152852593,0.500955940064642,-0.991913016238053,0.503074357001958 --5.89655693391471,0.991601036059367,-0.908177802153751,-0.935663366930745,-0.0913187015937581,-0.658318003542609,0.238943817073006,0.955826821848086,-0.892073805340121,-1.33788907162633,-0.131865204215367,0.0904891278725507,0.861893078569688,-1.17923595051722,-0.483042346081068,0.14594869604994,-1.21828669797734,-0.4675043175174,-0.301828816692716,-0.443854287510776,0.0667701573634367 -3.75631402738316,1.59396745390374,1.34179587693255,-1.00270296585366,-1.23890024337934,-0.114925006084176,1.63286344708457,0.839239651313371,-0.058053262496686,-0.204710371258453,0.288294068976252,-2.4492853487845,0.311278926151016,-0.217831377842121,1.40617531042277,1.3990516609893,0.414292512971034,0.01891274367061,0.299800705076654,1.22365225778208,-1.98983210358664 -5.39872042987244,-1.37271127092917,0.022043449536062,-0.0946130920738453,-1.95788584308098,1.97286008325398,1.48829082266042,1.39454158073957,0.395203910825493,0.528474589094529,2.01648215787324,-0.885263504001909,-2.30905055076709,0.530739105372654,0.482003783850585,1.27930226517713,-0.0249752117222449,-0.668985105662908,-0.804140961988459,0.447968203788069,2.05599712500045 -6.19098669623849,-0.249610933042319,-0.207005454915724,1.96767194264453,0.178186317596644,0.797110092161709,-0.925891929939505,2.15104613685836,-0.0906027423690693,1.44773910390525,-0.789772084112755,-0.818830276542092,-0.159479665680356,-0.324068893269749,0.86327127553182,-0.0101833229883802,1.29824277068359,-0.39508030674555,0.40206101096428,0.205163527394101,0.393543108394692 --1.50434132344558,1.15942452685555,-1.11975651427101,-1.07435039018375,0.302394360547588,0.154793824744606,-0.843633206846909,-1.159594323295,0.145793873014242,0.621712994358299,0.809279850863087,-0.704008633517214,-0.920098352775989,0.0495421376816604,-0.472324347442358,-0.027994259168016,0.0311522796046242,0.938457010215561,0.878027616157511,-0.830102328493544,0.853613168451238 -1.51284351687392,-1.1142223478436,-1.02789853931707,0.149509026410048,0.247123965417786,-1.783171474301,-0.411893372993137,-0.284589185713184,1.04442342285946,0.066864229741945,0.506124970494176,-0.850280665259365,-0.788162583022801,1.57829468473442,-0.684791331638375,2.98167897976996,0.0775076872254105,0.112561822810781,1.29917984486997,-1.3005541426487,1.50731837127025 -3.06249711138085,-2.52850068885039,0.314034466079204,1.47926510996204,0.0214769313837133,0.342206632451847,1.05167532964757,0.975996847954837,0.533346568283515,0.662158831792025,0.842356359857253,-0.867435162602823,-0.559464431473401,-0.118752747189461,0.810838215318317,0.906650412535794,-0.234856340594114,-0.268650530561955,-1.08246498861305,-0.247499383722238,0.102491603394402 --0.130039221543603,-0.935902558513312,-0.968203293822732,-1.10229018416266,0.455490125316916,1.71305427426664,0.955585629449195,0.583688051766926,1.62180556068093,-0.485163534159348,-1.47051170356986,1.61247545651707,-0.232018379018289,1.68125609265291,-2.20283409689078,0.129236764741923,-0.792568555512032,1.00456002883169,-0.0543462333963573,0.395749195858484,-0.690249262389371 -0.542382859538682,-0.967239457935565,-0.28502955675844,-1.20013075512554,-0.561977954501783,-0.257274843782307,-0.36696733031999,1.66622967079664,0.634899251739388,-0.712299043982642,-0.0397395872382465,0.363653316918154,1.45114009690819,-0.72596409267821,0.742435458560864,0.783822885446188,-0.749875390895901,0.682272413567367,0.284482046863409,-0.543296937770973,0.970306229063505 --1.04448658745645,0.0474885923277959,-0.280855522055497,-0.452152976748097,-0.658466722456805,-0.351397917289062,-0.62249172028742,0.199782098917967,-1.4734503309454,0.825356587056136,0.421605200571541,-1.55919831409246,-0.143187037780169,0.451092575912878,1.56240333706428,-0.320448457430428,0.383203463323658,-1.09418216647113,0.785588305631599,-0.164163457821412,0.603259832792603 --6.66719754938231,-0.403736793498034,-0.120300542727427,-2.8227968441321,0.323097835074637,-2.43928395562173,0.00172199089415014,0.0165538686866958,0.332304148345353,1.58946100629244,-0.820383009073532,0.641572856237862,0.798892140762628,-0.158137891490317,-0.190048644379025,-1.32955700271147,-0.720704764464125,0.510482100793288,0.153531038776044,-2.34306571231514,-0.30390526328762 -1.7608810784236,0.231496128244633,1.23873889595785,-0.96116384063807,0.0684200130509231,-0.357555652661272,-0.262525436507271,1.03043006030005,-0.159247005991844,1.51819334035034,0.270008390613105,-0.929199801850704,1.44062225911069,0.686125033373104,0.659883427897756,-0.277422274741558,0.409749968077301,-0.831164460792821,0.264693572358132,-0.438482367470618,-1.02633306753971 --8.10365956432988,-0.422372407926746,-1.54092667027492,-1.44657894208338,-0.90603481670134,0.423848903217651,-0.52293424135556,0.984735199545511,-0.897583569634778,-0.616429419038832,-0.794794409983705,-0.692387212568627,0.52054445268392,-1.44752590628912,-0.554830189736231,0.528318876825447,-0.0146150994158439,0.502149464958554,0.611648051950208,-1.00722173154175,-0.926270108431625 --0.243378726604373,0.374118394695298,-0.217596416261207,-0.08708357157938,-1.65960995369872,0.641750368605389,0.103529467185237,0.15252844775913,-1.42273701835817,-0.163428440943028,-1.35074738905513,-1.10501319378679,0.453846792380337,0.980667547373896,0.0931467087494222,0.63216846602961,-1.03687722886493,0.94126813497271,0.935615832450442,1.54620992521314,0.821043399940624 --3.52165971133055,-0.366005774997015,-1.17385937436949,-0.278400627928225,-0.506855403588713,0.137587644745038,0.431537837384113,-0.0365136941103415,0.59798190436959,-0.650550785623906,-0.765370022214944,-0.0869790841221467,-0.0616714556278767,-0.938768354057945,0.205148309456614,-0.412187772932078,0.498616809708431,0.304307926069146,-1.02062575737038,-0.789999115545489,1.07710281896182 --5.8095321591684,1.19010144652106,0.390681290239953,-0.222581837584496,-1.62134408966926,-1.16794154157826,0.253106226162557,0.862496128133023,-2.20857401765031,-0.158809490469562,-0.385147263837197,-0.595834048344816,1.48612831490693,-1.44008625856257,-1.82124223366322,0.492729702803836,-0.207344474606642,-0.0275942417220312,0.522935171105553,-0.0114661258812475,-0.800635669094011 -0.945316778844758,-0.737327525257229,-0.0285058798649181,-0.20208140884719,1.68826302987719,-0.918448511647503,0.097351381204672,-0.0989230154438782,1.144735733451,-0.379865576289527,-0.584300536295548,-0.569950060018714,-0.0776949490522187,-1.68597407447829,0.758849681032928,0.654058948744734,1.16259473246705,-0.269400793464372,0.773584175135564,0.00875935335625241,1.60591903680135 --2.95535832436772,0.290666645439266,-0.726327602489376,-0.371961035849675,1.80178764150532,1.99323754588155,-1.95913348424657,0.253135495824988,-0.354126806755857,0.0868836461040831,-0.523700700523712,0.786169579898509,-0.515030327116861,1.36864118890693,-0.544566757200108,-1.54877017930244,-0.730996442752532,-1.11957649402354,0.208518669734791,-2.98736251553843,1.61497626175899 -5.21503255484537,-0.884849568284455,0.522555897009121,0.261333464110725,2.18889506889943,-1.33275551459509,-2.39844924410642,-0.41302335031496,1.22084882344722,0.18410988479679,1.12992525980983,0.396847008337092,1.25583076122891,0.232317416132138,0.184943763681045,-0.174899404660594,0.665906323114969,-0.417342124257318,0.136550592629036,0.733556610923891,0.585078297312061 -1.77708036163632,0.208006478870832,-0.886583792691759,1.82248800909522,0.749247380828137,-0.102990788759193,-0.477433060062434,0.628545684081629,0.0396584400616862,1.44802914006096,0.347591062126829,0.712428321303526,0.123963072236179,0.426098007735058,0.071955330498752,-0.298670958041296,-1.13231801498254,0.0633974729167966,-0.783525851743802,-1.13536615962623,1.23321279031522 --1.13575289642922,-0.0477301724785263,-0.162437813117404,-0.273190353750115,-0.498625165370701,-0.0922305606067411,-1.78351140705549,-0.344258671910035,-1.04795448374531,-0.751284652647949,0.295716741747729,1.32461843027541,-0.176005692858773,0.167973959583032,0.965105656003005,-0.372471787874192,1.92034842450438,-0.664069541678092,0.750590388909612,0.467125743681908,-1.1615936206783 -1.46831880633377,-1.68452064613859,1.82627086817372,0.390301235075263,-0.523111702183683,-0.784440393134443,2.32362316663065,-1.67809208989418,-0.117799285514194,0.999671769564084,-0.0260576428421396,0.665350329575237,0.132599520640219,-1.17087427195167,-0.642389975080475,0.117825533878917,-0.950918757801985,0.735191128652781,-0.25792291587568,-0.469264337321052,0.929326367457279 --1.16455682760881,-0.144226556618951,1.75569661407061,0.846857821606662,-1.95809501446637,0.359229708191592,1.30462580207461,-0.297128234038275,-0.671890282735254,-0.163442191276153,-2.00310985425737,1.44557632295601,0.829654618528586,-0.22386103362545,1.6342905117871,0.0978553927629301,-2.7526814332352,1.54571827292394,-1.18721530701093,-1.37359208723479,-0.604293699375693 -7.42478703750194,1.18021366550265,2.27008072857037,0.0632043855616527,0.50372111645798,1.60283985032459,1.37042361994115,1.69143749058648,0.585528319696653,-0.227714784983161,-1.06438773824159,1.02416966931617,-0.300680433659359,0.811621706433796,-1.30478172404363,-0.149260637889264,0.973323207485298,0.842984767226494,-1.96633603471707,-0.452645024630626,-0.371871407066588 --2.54902258282727,0.681399923199504,0.466426794127747,-0.277347035643791,-0.936499866094155,-0.261449502377327,-0.0158719470089593,-0.800001834772644,-0.528831319707484,0.444366923515244,-0.491755810440122,-0.0168351669278505,-0.00777491889174377,2.23131764389245,-1.04775913006896,-0.0608127951620526,0.299557095125869,-0.683743112539377,-1.56301935378061,0.608471057736771,-0.729354231960917 --4.99113242508936,0.143247630887551,-0.962545161006637,0.814290006538139,0.781529716023751,-0.878087647184285,-0.172489900287588,-1.03116827717643,1.29119923693083,-0.120155710256144,-0.684129574330755,0.696264928068264,-1.05841916240333,0.945256031541923,0.267459901936652,-0.632443584639997,-1.03718940479799,0.507715447409353,-0.985480775268828,-1.35629431793873,-1.30602007669596 --2.19920820022202,-1.19231644371292,-0.362847188823409,1.84273947939715,-1.26233862844403,-1.3142966389117,0.729315372036288,0.66706289312546,-1.38850373654592,0.609160736117975,0.351809526185062,-0.245780801394318,0.284308050590413,0.80500654486829,-0.218676923388202,-0.185648157973179,-2.00982490996767,1.63266272074072,-1.38618022805144,0.919221886143617,-0.194416503644446 -8.36412205557185,1.16922865278909,-1.23411385183558,0.846537612873339,2.29941713588162,-0.340387440925257,-0.0172409045899257,-2.04907808807361,-0.725785132199497,2.00226148786821,2.35072421037211,0.463971381776976,0.838286945785285,-0.335876641780909,0.398923471388892,0.418712555028786,1.27257588712797,1.80678250603826,-1.15085583372554,1.02641492760951,-0.419109695118511 -0.332063754530237,0.0792017089453723,-1.48105965092011,-0.34506925682201,-0.872959200646296,-0.556721253698247,0.910127008742336,0.64347987345629,-0.904318502006352,1.9730525375973,-0.0724431189451416,0.212166517751001,0.780438115432544,0.770591398964634,0.708756309626005,-0.296601384177462,0.691361603027592,-0.36087077834472,-0.248681711029739,-1.02519569040286,1.10879891491882 -4.13779630312779,-0.451773752768677,0.572324188506826,-0.683339973242741,0.651992999437531,0.633675565185611,0.744002666354569,0.08574638561052,-0.54472475837238,-2.42344135741136,1.14342218794131,0.709919192329908,0.328142387469059,0.813883662881414,0.0198866250046321,-1.74356906598586,1.81266764091096,-1.51457007820458,0.33286653074016,1.32149312778304,1.55386857429339 --4.21953861363234,1.64202821280077,-0.506346753813368,-1.12110453924789,-0.559566982733719,-2.66179189879425,0.955102901030571,-1.45608676282753,1.0810856858868,-0.630685970704886,0.633187448501243,1.11027389778398,0.106283734725304,0.259611532089569,-0.797853509119727,0.284900389160508,0.569674322303396,-0.0674310603640669,-0.996926335147068,-0.326366250896049,-0.72936907187813 --3.6896742752243,-0.769592321599518,-1.03038312693035,-0.0279871517942703,0.185730793070468,-2.48464021127162,0.92881538003482,-0.626916457326695,1.25872988943317,-0.657480057286848,1.1674442295177,-0.850035084779896,-0.804419881580269,0.793385829585517,2.20241106085505,-0.170362944597998,-1.37357621483787,-1.018086895109,-0.957773705031019,1.10643621109958,0.243117870388788 --1.2164486808098,0.303360960757848,-0.728274581871885,1.40550839877565,0.696819555865428,1.26473622193441,-1.83743018403411,0.306882548131443,-0.405886530907028,0.841879480784443,0.29437892263718,-0.313302753744037,-0.675976479490656,0.180036911499934,0.139998136370611,-2.45316371479476,-0.661398968429632,-0.223238099658342,1.24586223447815,-0.0854517817485872,0.1175161350494 --5.26846309406067,1.28173742118351,-0.915679831219066,-1.78531439326029,-0.746322868940676,-0.485704178879885,0.0182002588581832,-0.84632124094913,0.75900865792133,-0.562828436749701,-0.922524631702354,0.123469022937575,-0.381317301695364,-0.590027297557548,0.870961793681353,0.665683698439273,1.16118043642945,-0.429821467087077,-0.592156464572325,-0.41649653747189,-0.0785742605360558 --2.9975402796239,0.602222795170429,1.57500375289269,0.983046947266264,-1.00125362725738,-0.254166493668759,-0.0691991967456448,-0.562734109835487,1.79832497919406,-0.540387667480519,1.07835876991597,0.305682421038021,1.02466482772904,-0.12945219457544,-1.782541851063,-1.93245462458912,-1.44506102477942,-0.375570573725366,0.336665507661982,-0.577700784616072,-0.888865713744043 -1.15739335474272,-0.307022264536836,2.86159181140889,-1.42039771325689,0.325528687740373,-1.39574516772951,0.0310699883829303,1.11114785708598,0.552936179564301,0.722727323998153,0.365136034816725,-1.25477427000876,0.0135779531883255,-1.48083617258534,1.49740423197692,-0.645999456451057,-1.03476247811702,-0.286356930133816,-0.967504612299843,1.10956954354993,0.442259486744986 -7.65793230688744,-0.418418103422641,-0.710194667622119,1.53159714753354,0.375663729600407,0.204328605644922,0.351869934513101,0.247010781637491,1.62538918689176,1.71228664513693,-0.816969714829066,2.7619462872812,0.380205104097886,1.46569507611985,-0.28284979272383,0.849552586157729,0.122752203148321,0.0150422963115592,-1.81654464143661,-1.06577256766729,-0.213498816158672 --2.52162165055005,0.355135530046085,0.683009752810969,-0.336376067240284,0.899096215064633,-0.895865549298356,0.951762762730063,-0.161992860035689,-0.424362129770917,-0.639107476590868,1.05912509415836,-1.5126353024865,-1.22441236886021,1.97424766421,-0.41573853368425,-0.801746504620947,-1.06596791366262,1.19433860327148,-0.819554970382317,-0.393893829657677,-0.794407530748412 -3.08530004745793,0.513481114599557,-0.277886388159908,0.438462074297267,-0.301285065113856,0.00445455318485815,-0.991699238140581,0.519690245080801,0.317275738951972,0.0680771207724483,-0.314693780567995,1.49750477211436,-0.492011948505781,0.309177343757352,-1.87130804313696,-1.15502388859174,0.0548817314059228,1.16187053147975,-0.426863536456421,2.25518771982495,1.31697759820728 --4.47412103236804,0.01860740032874,-0.234294022488887,-0.329293855165847,0.229966613887072,-1.35320660569502,-0.805368682272982,0.304573362326964,1.20284847540546,0.0336532061243291,-0.365391156245198,-2.04493862451919,-0.813744445662283,-0.554184871982523,-0.365250603769474,-1.15796568141575,1.77634101354343,0.62605311037817,-1.93492822070378,0.620159833093014,0.308475817709934 -10.2595035053108,1.31844897225668,-0.500162401298798,-1.62648397838079,2.11998905058734,1.06495283260016,0.371685227657692,-0.583454066375865,0.283773025889133,2.23513707857346,-0.229270976065378,0.57160783850355,0.180913300082246,2.04902524925135,1.87656437317068,-0.33372266789525,0.428768915505284,0.517710638971369,0.399993734714096,0.197284187675186,-0.987225228736015 -1.19367136514913,-0.065831999838153,-1.06618391254407,-0.174126230390292,1.34282838961966,1.42939000009523,-0.289556398335982,1.72817808466176,-0.83192820238468,0.262977475636228,0.584324069847001,0.706516703556763,-0.371135823868248,-0.952415787784851,-0.543010385465019,0.143695406710953,-0.738296762176185,1.17685572364333,0.648588042223518,-0.844769509272019,-1.25595736641774 --0.342521126429879,-0.700296078317704,0.0345082763607501,1.06744879187824,-0.405163088730135,-3.05948393707876,1.04576562298638,-0.339310107872352,1.02749728073695,-0.238468967587652,-1.45886962935535,-0.224882917299643,0.700626815022777,-0.961689650990663,-0.818553326242221,-1.48284642629778,0.154763620245152,0.896088504739953,1.03394622467039,-1.31589670105709,1.26586619474905 --9.2779371531597,0.537326131521341,0.51510484326375,0.739412906515811,0.0767034224382186,0.688233292634869,-0.498160819833348,-1.31818144432342,0.530421071856046,-0.0981510543555092,-0.259209102334803,-0.522837514289607,-0.480045289954429,-1.0625730099157,-0.679570251875267,-1.89996621202712,-0.963521448264019,-1.8998955559034,0.409185817043301,-1.94262524899112,-0.342856315164139 -0.529374123375856,-2.20178232235392,-0.308373851112974,0.166445061167588,0.944944809756396,-0.8052083940047,0.810637334383505,-1.10240331887817,-0.720298824323851,-0.106694368394875,0.140064239893913,0.82165740344348,1.09068708326351,0.820003346269708,-2.22160523408554,0.557199421142289,0.691468494475986,-0.0460981110819414,1.70053195115846,-0.326012176614469,1.38313439892109 -2.67410153742017,0.391973743798411,0.309606397899541,1.41543016088785,-1.21311694920869,0.353933425468823,0.862926523411335,-1.77960354753422,-0.150467883879272,-0.809776450106638,-0.587507761738488,0.331876692510724,-0.0171541905580022,2.09953697200125,1.32745109066006,0.848848034941684,-0.767793729539495,0.264863714506057,-0.00854574250946263,1.79123773243585,-0.796658448844244 --0.864898974273153,0.496960952423719,-0.74820532173745,-1.28879758281211,-1.78467702237866,0.489994246252317,1.68209159480682,0.80865486478691,-0.654783861528283,1.85981815667204,0.639008042779133,-0.308762014024342,-0.601420759925681,1.195115523935,-0.529560202107262,0.340213667297312,-0.801177058511034,0.0499928168873691,-1.90748581148386,-0.394871728427109,-0.411168077671359 --2.84714937303498,-0.224874715429902,-1.1449622806634,-0.562061601963741,-0.566083238631026,-0.0688888473445158,0.14429287511797,-0.440306057616201,-0.423264953651363,-1.51975683626877,-0.797602988680148,0.943690439857091,0.00215614154316365,-0.418334696493279,0.00506363833604647,-0.941289541347888,-0.94865577773615,1.19196271089208,0.53383248985869,0.541031808555482,1.7157536697978 --12.2841355245594,-1.11714316533188,-1.13267832605474,1.17858884797084,-1.032032839662,-1.78251719009195,-0.574821410105682,-0.174175227561252,-0.187997064480282,-0.295294013824927,-0.67227463953139,-0.158831613759376,-0.338626929846626,-0.880473146505049,0.510696267909713,-1.41424017921577,-1.29914635801507,-0.488958515785416,-0.711318496939337,-0.595209499070906,-0.667915913449654 -6.46525077908948,-0.394994603313877,0.62349695322447,-0.0393813217772612,-0.0142925399610397,0.424421054827545,1.54236198985292,1.96383972213636,0.258170730679932,-1.57790842997228,-0.0302180833723155,-0.179204390437904,1.8649546845326,2.34282159324213,0.172802381396584,0.331278778486257,0.82101356852546,-1.77956791703383,-1.21295075887566,0.743048580228053,-0.649097297632868 -0.805593637757132,1.54983034223631,-0.621554957710566,0.318054073479563,0.166367756733597,1.71130845247055,-0.628557722601015,-0.352902035498789,-0.590793909199871,-0.421098813599579,0.153827812166439,1.02141296524997,0.56067131662012,-0.838676436336857,-1.03291359708456,-1.11588259498367,0.949056682631554,0.28011826070886,1.53645149056291,0.604527043388345,-1.10071259438734 -6.46293756367356,-0.743514479798666,1.61170728620522,0.0790534540033936,-0.198117939563914,0.49424490739493,-0.835940216449643,-0.744400938401589,0.28196307308158,0.928682501286755,0.585828408439981,0.39661290030444,0.960732419608728,0.374683293220914,-0.0574055254306538,-0.916740214501118,1.93282104485206,0.261679424098646,-0.721798203111427,1.4690681475407,0.15660027264566 --8.64346529258756,-2.33171211772957,0.343176401033919,-1.34932438088553,-0.322749575552212,-0.578872467283633,-0.236777559199562,0.552540004564381,-0.835309951408922,0.44570346403252,-2.56620927595477,-0.904854720601681,-0.179675860614188,-0.0583802574248046,-0.182639041512032,-0.0372557113643864,1.15295126388142,-0.893402652442977,-0.071122809549597,-1.40240744791549,0.271037933981796 --2.15805792551031,0.812245442209214,-1.24112761297792,1.39587047549706,1.72591767776972,1.83968964355335,-1.74320549925292,-3.26568741101968,-0.34220139219431,-1.36249598633618,0.105829312309142,0.0631539800141167,-0.783536350183765,-0.249068681574552,-0.846148936904501,0.63954495959477,-0.170778947787327,0.847749642513301,0.438655681809503,1.11396354549505,-0.300359277817476 --2.38489710857106,-0.501310657201351,-0.095482091127796,-0.196202713620939,-1.74327050940795,-1.62115532248243,-1.1136335483409,-1.0356826888321,-0.0707974482069533,1.32578662953257,0.977156926317561,0.726154036347467,0.167037692305772,-0.667677603007788,-0.191548278249477,-0.541693784148643,1.53259178909296,-1.23498868554183,0.633238454031716,-0.0711291154025597,1.44840171944002 -7.79582801001992,-0.510886565952357,2.10794193541281,-0.194071201674226,-0.393135395503854,0.545284097490237,0.495264102983731,-1.02227526230659,-0.100235412804228,0.707014652323593,1.65594715890823,0.252106400163555,-0.0818315892032208,0.610575792309233,-1.84293270193673,-1.16373262385927,0.65074164331523,0.9072719907886,1.45863012681822,0.804376550044584,0.0384628026677066 --7.99217241393334,-1.21536404115501,-1.89049895419183,-0.763630200659679,0.571155661292558,-0.213036534372375,0.211052345020576,-2.11025536823844,0.639610063267812,-1.46853666789202,-0.933425641675781,-0.0512360443660035,-1.43399452800128,0.356269849065753,0.163249873614274,1.25528167512314,0.898877857924785,1.11613026212631,-0.123190342623888,-2.09854650446752,-0.643147515953578 --0.951823640854534,-0.022558628347222,0.184238051817074,0.154511034456478,-1.72021341709554,0.271903620013791,-0.335780342381697,-0.405374109771194,0.907751040787359,0.825531442647267,0.352115264920793,0.87437719969342,-0.843787834002635,-0.73606119555973,-0.149929444811348,0.352166560578449,-0.911062531211298,0.225173153566675,-2.14601128914905,0.373976157182872,-0.143045209378578 -0.289617650750643,0.701239300429707,-1.45622875339887,1.54402624074282,0.281073771994601,0.543632663088517,0.728327266984003,1.21128209540268,0.403983978555241,0.00760401775903119,-0.538099885899578,-2.03800396302384,-0.170872264512746,-0.45661976849868,0.733530027317896,0.186846316852384,-1.86348322299285,0.616553900612688,0.293189758503088,-1.65930551099459,0.924111460348399 --0.482750686512712,-0.587482025589799,1.86736928777571,0.260555717604333,1.01978443411591,0.424208042185266,-0.294137601171916,-0.580412281118115,0.126252190395923,0.218297624603921,0.811097930398553,-0.0327216684337382,-1.17660859027891,1.25895583049679,-0.0814480185641619,-1.5443504460024,0.416667595370878,-2.40603825062101,-0.658470023844923,0.549631429921846,-0.524594430586122 --5.3710571352286,-0.60672794141879,-0.404806863287924,0.401613249316199,-0.155978897502981,0.959583346887182,-0.924827247034433,-1.72310003206944,-0.0860740473080747,0.581875657749013,0.815558302789698,0.981287815835352,-0.804384028675328,-1.85943326611191,0.768460883063648,-0.498520164652401,0.392752886080181,0.142244568664407,-0.90238838446962,-0.320481541563018,-0.59326086133021 --2.75273130079698,1.09664021500029,-1.10570818994242,-1.04738362843513,-0.0826067033259818,-0.442402221359956,1.08912356597783,0.214935417974319,-1.04065383226579,0.2638347334685,0.504555397894808,-2.03859902433704,-0.498305361742599,0.108226581853525,-0.488603462753931,1.50561994070621,-0.160609410448855,-0.954933564956346,-1.08224620475376,-0.854732111110076,1.38350655805212 -1.67459004876406,-0.247509677080296,0.00850032250572348,-0.0788572214180716,1.62613718530576,-1.6804659785652,2.65032540771501,0.725013191320212,-0.405974714650428,-1.01009612657844,1.13816484677043,0.309840381960457,1.10964707570069,1.2020104826561,0.514234391116166,-0.523885881774262,0.386770926729029,-0.440859061359563,-1.47846219955334,-1.76936736265347,-0.613107478189698 -2.34343491486471,-0.159901713323247,-0.296454576622435,0.13990095633854,-1.63457963311425,0.162041127131649,0.308646057321746,-0.184621761805488,1.42680749294314,0.719197817169855,0.167470669655153,-0.409933453903131,0.137762439912418,0.846150581670801,-0.199724901613688,-1.56872045089812,1.27862950053532,0.265903591755322,-0.96095992915051,0.40269888808597,0.780783019656788 -4.36377881397027,-0.625778250735075,0.395107552787334,0.182079888791615,0.473191957170774,2.71684408316929,0.793132116756796,0.804609083669058,-0.989678336984725,-0.0591428040853365,1.72553188718812,-0.318178977207708,-1.1264737973741,-0.790672292910429,-0.456733843341764,0.757673393853565,0.489975074234587,2.55196129027609,-1.04034659695168,-1.06361590819159,-0.816193731318396 --1.03468045390429,0.900434635600238,-2.41290580504818,0.345061852884835,-1.51388915558641,0.12914144349046,-1.24113329394787,1.48701571992594,-1.29377318976519,0.430056490036657,-0.370004437775441,0.282365115170718,-0.290095566006778,-0.806400256368789,-0.167016771793504,0.78187098622683,-1.08522457400742,0.864682796824153,-0.0839485853044008,-0.299917046281794,2.03806976746653 -0.709180536218378,-0.994193629266225,-1.33099789071239,-0.100860268762123,0.693110564507434,1.08974167377653,2.00645583491712,0.0085483662244785,0.0176128963851821,-0.856247477754495,-0.190442183856534,0.592102525752492,-0.0687718467444301,-0.759222942425491,0.191177497678245,-0.914262075505711,-1.36199800839601,0.556027470254242,1.51098075005638,1.89677355071575,-1.25653557940403 --0.083789798938839,0.849250385880362,-1.73543819755187,1.17403902012275,1.30431777267934,1.23524484131863,0.398581600345484,0.872440467086239,-1.00632342479324,-0.583718803395011,-0.881019477824977,-1.02714683942539,0.0590106524314964,-2.11715111338271,-0.403136561054863,-0.661624679727348,0.667204834833512,0.401623020846411,2.24742360646476,-0.0411522390747118,0.554661362685672 -1.22767798853183,0.805702288976437,0.402087102792765,0.559307973859122,-2.69776214450827,0.239096457198216,0.515449793755162,0.187415117566787,-0.970549791701059,0.575688300614797,2.66974834495349,-0.522186588035633,0.320604746224597,-0.858123711410626,0.447082537706707,-0.288549734795335,0.545792146306921,1.01330087839458,1.44035467520154,-0.708312881650903,-0.00709954414069818 -6.49441585239822,-0.46760093599122,0.462828704647124,0.0661138306265334,-0.0549281498035083,0.512635655132547,-0.252743954953386,1.23461595644046,1.36170062791335,-0.251234158108371,1.69347478367689,0.820834702087947,-0.257579147418373,1.36810958721908,0.704967964826485,1.44146811656859,1.89783227304337,-1.26197181351563,0.26625129626785,-0.684695367401294,-1.25457854094057 --3.00329605221562,0.848420313723343,-1.42903278903838,1.07433545078917,-0.365072267422738,-0.284461399573479,1.15976782289843,0.580517540289517,0.2500026580638,-1.5473709089851,-0.48931082525187,-0.795771646065112,1.33153974428266,1.00287979628409,-1.15955447452771,-1.13769153431093,0.97085103751492,-2.60318123725039,-0.492303123130392,-0.781729809037619,1.48244673299687 --2.90766153728914,0.986769863596017,-0.00666879666864052,-1.00595882236919,-0.605541988349004,3.14750208812946,-0.712460170986635,-1.38174520086009,-0.770215833143813,-1.13805423743004,0.813841989795966,0.625862940717985,1.14323293400117,-0.00613221702182047,0.989720558823779,0.113806012611856,0.445012048938408,-1.29138240030545,-0.742453149990554,-0.829652185764656,-0.999927025625825 -1.48430560183283,0.57562028851936,-2.17444659027045,0.0823124139652242,0.393922356772932,1.46968317526329,0.224339615136961,-1.81563312726111,0.510428068779635,0.198038153641161,-0.279760210514751,1.68558716689961,0.817814904094463,-0.658173627161107,-0.3722349024981,-0.417062549656742,-1.04995601744482,0.821557678458308,-0.141837880408558,-0.821750123307304,-0.166055789676574 -8.9861959596049,2.02484204541817,0.485733744690067,-0.062540045868886,0.979700661969365,1.30909063980559,-1.30166501913251,1.19059351771476,0.555719216034205,-0.413421880750533,2.85451865200603,-0.67550266336749,-0.388991990327157,0.766869351786513,1.04016942212246,0.946067382575975,-1.29005594196087,1.18956495252542,-1.85674769519304,0.71274125660387,-0.200199809592222 -0.0427885025025676,-1.96235319122504,1.02456317126919,0.722347645176216,1.19154704764042,0.74806531019426,-0.623617299208142,1.00682962973956,-0.3754115662914,0.116637922527185,0.882813102424517,-1.37779731142803,0.261477807867518,-0.278598573312051,-2.16035573390087,-0.267148583295402,2.33116936546874,0.410173547953161,-0.111560248221387,-0.410806715120288,0.417743452581993 --2.12529523366615,-1.16492093063759,-0.41724066679063,0.345339090322621,0.858973382815881,-1.91965750730993,-1.07388196136321,1.67436650591523,2.0560973762623,0.805508803051366,0.281473972640364,-1.55923127279682,-1.99048267980159,2.29896659843776,0.0577504861479064,-1.8624469045658,0.304390873965578,-0.744521808002661,0.0650922521502155,-0.443956962653177,1.07849646321942 --6.46498957398782,-1.37651921373083,-0.44991362065687,0.0309429036435731,1.40834964024214,-1.45892304422388,0.303352226964336,0.10267452062168,0.230732825371419,0.898660463398784,-1.33081916220143,-1.83801121444213,-1.93235509199286,0.0713018310777062,1.27140856371164,-1.04011221284209,-0.714842362225339,-0.235702575401814,-0.23201922337051,-0.211778142398068,-0.778429382987616 --0.956671799674479,0.167679934469767,0.510764351991593,0.72275357866982,-0.3954287009326,-0.837179966143833,-1.61924389932048,1.06014065141465,0.968438893302831,-0.0654183023882536,-0.958463488259818,-1.26745301463754,0.633312341779601,0.575316022854634,0.157661956827861,-0.753658748347541,0.1301612774055,0.836659342849347,-0.977813907683122,0.341639323819814,-0.631402127708405 --1.81174402243434,1.58462907915972,0.23066137151418,0.574756488006093,-0.729216347151764,-0.673807527499321,-1.93551821351285,-0.215796124273799,-0.993745527640469,0.333857079969275,-1.63706533701809,-0.796189869546585,1.1290048777069,-1.00254723331162,2.58713344264444,0.431687442363591,0.613681315986278,-1.84960699155727,0.11423995699497,0.874224681507172,0.220564470668213 -14.8709795458093,1.67788895297625,1.4140144136455,1.16413064240091,-0.294021036075524,1.06830485644131,0.128828852292476,0.548920906145569,2.04035643493307,0.857892639431445,-0.588749652191421,-0.37014506687417,1.00671311139721,0.509723658579948,1.39798758255082,-0.57244937806718,0.844002067256456,0.949805110431608,0.492143229066985,1.61152878613857,-0.490090522966038 -2.55815522809061,0.488296698394955,1.00290684763507,-0.563635716185384,-0.174074518262282,-0.318388820915272,2.83819577549557,-1.52397805811368,1.00537112096982,-1.033779447491,-1.32229029891718,-1.45121397036133,-0.182904892329712,1.16572432317566,-1.4228632613346,-0.427066341004982,0.724195035436969,0.058198422761827,1.57459617008276,1.42552095533798,0.587329118693268 -2.3320372338574,0.878673262560324,2.22028587957479,0.415813731413426,-0.678679200730794,0.33427203063068,-0.955421552285691,-1.01458063673931,0.515530365038901,1.57337056939749,-1.14587473265771,0.54697666255838,1.30507271746983,1.57157408479354,0.0290167281346351,-0.838539789646181,-0.812604751032788,-0.818873421595061,1.6151739598565,-0.507954794236724,-0.875715179768069 --5.37949847026205,-0.144874874029881,-1.27900271394116,-0.928468346911686,-0.734125147568996,-1.23130985216344,0.520450207218725,0.957665758917193,-1.41845101169357,-1.22179981473892,-1.99988169286425,-0.472342608650353,1.06096946649255,1.20553681455508,0.310480372892032,0.426514867849032,1.09385654447709,0.143584243201187,-0.33186723481417,0.231800467582444,-0.087675052535327 -5.62036877569274,0.468971760074208,0.459030510660419,-1.43489429055484,1.30610163356469,1.08063926115713,-1.05397984874391,-2.2208204141683,-0.00160913541008847,1.1767669454584,1.91868346262647,0.519016542334668,-0.0470049289513841,1.16335994090574,1.4913054735906,1.68552445975431,0.377809469369194,-1.34329524237856,2.25168798397836,-1.40478078782231,0.344773096370014 -3.42065388088648,0.376235477129484,0.525950899556397,-1.41134962263632,-1.93724330865729,0.487631283270142,0.53878560170376,1.1243849515398,-0.190485512001247,-1.33809645013114,0.717379671041377,0.185557066005292,1.31852386791231,0.722124610734395,0.0474742532617414,0.223539762624661,0.568831248088509,-0.238766221866719,-0.21614682130494,1.52649327885728,1.46587432430939 --1.287873657669,-0.761040275056481,-0.301905488787861,-0.132223241861938,0.171661985928086,0.506837249979716,-1.23007528247199,1.09746374443276,-1.23388637601847,-0.292515432824531,0.534509074978284,0.411877136335592,-0.025905433081707,-0.0149510360718408,-0.666245721761167,1.03864970609272,0.919232055160666,-0.1032469479409,-0.151856460577024,0.0729312147481894,-0.428218137589664 --5.5727778311576,-0.293294933750864,-2.26260187393483,-1.72817683893601,-0.108782957426513,0.458031821834954,0.021356896667473,-0.013547415332602,0.0547292625734404,0.784815310888432,1.06481913684274,-0.96397512617625,-0.918032121875583,0.0927508864352356,-1.7062075176603,0.344733676057283,-1.68574813329344,-1.78142762654364,1.8575617244366,0.690652850549252,0.189932735287483 -2.13941036920569,-0.134841264407518,-0.513242506612061,-0.0389640924951532,2.45620084662906,0.234707385970412,-0.942743445222461,0.256059979628497,-0.274264861852178,-0.185659068245858,-0.498811393629615,0.0793407606911652,1.32325427090533,-0.912428574178745,1.40836151613839,0.0548619064239889,-0.184329226724336,-1.25011346122082,0.966462762870012,0.573960525811398,-0.172798923024506 -3.24702602009109,1.39384581617302,-0.444002397728301,0.539875701145858,0.272109717002751,-0.521772464183653,0.970203456943718,-0.595595072718283,0.628476417890752,2.08066541257467,-0.963340483612456,0.385061312508543,0.478066966421865,0.942307976981199,1.05109194754494,-0.454866847569003,-0.136252879859403,0.288670524591749,-0.727293890065474,0.0151111670789626,-0.75726737434885 --0.739637570113292,-1.03698868969829,1.58476226750509,0.621677487729872,-0.0903143784562325,-1.08800339046848,0.131026242704492,0.876285988114037,1.68806515301626,1.07817738079972,1.81920259036922,1.17733607864609,-0.736852992464958,0.513277530099628,-1.74546233161164,-1.31002641422824,-0.0825504394575757,-1.24208259562584,-1.20769809589905,1.52418222606136,-1.96794138543988 --7.32246860894806,-2.11433514780366,-0.0246510833246236,0.365043492169784,0.418338783952775,1.20446381174236,1.42982884050754,-1.61355562846213,-0.676453842939818,-1.05387641426347,-0.44964721736838,-1.57802562131492,0.389835811101834,0.11894849161228,-2.31026578849475,0.0437694230096254,0.202432000579152,-0.104907452908054,-0.858154568602935,0.495819510423423,0.454556034370957 -5.07889062749996,0.768278218204398,-0.514694420137998,-0.590489683273537,-0.266985443054165,0.862578401761212,-1.23584137850138,-0.0123043079020746,0.566391506728589,0.855836890452803,0.947960293830667,1.46003908594575,0.278561491119448,0.105992375787997,0.963363740488654,0.738043428852503,0.847461563048974,0.0291904897881738,-1.22045371022958,0.298926500223044,0.14345627794194 --1.00708248912643,-0.816160620753485,-0.513993033438301,-0.147902310851009,1.09141513477012,0.0809755304745405,-1.3615791418442,-0.702512502631858,0.244615902313938,-1.20751471135356,2.54775419222213,0.296883132463316,0.816597920985916,0.893149444360232,0.432666830294577,-1.03449724330751,-0.400700478318416,-1.32222479307519,0.0173098902486997,0.0682582290992273,-0.767475431444729 -0.650022172608783,-0.436106923160574,-0.138084735519517,-1.01686577245117,-0.351397634015166,1.04246597939807,0.970073567821542,-0.982328991424953,0.106052534521874,1.03333095947111,0.244926734823723,-1.06884678389965,0.158680781795448,-1.84291393307769,-0.701800080299642,0.117087984261227,-1.57548876540434,1.3146542764164,0.748690745199116,1.47035247617426,0.784923171196947 --8.26318804353812,0.904705031282809,-0.66335484301021,0.325508470533905,-0.730121549110159,-1.42066787588734,0.599739316214359,-0.566224567348328,-0.561622152713933,1.51668723366307,-0.413942497341811,-0.896493436587285,1.05642900620474,-2.83340733502495,0.59487198781575,0.679547576045343,-0.992956590169165,-1.57456732997508,-1.48708786543747,-0.486946974551012,-0.429006916129516 --0.0832304752896572,-0.763086264548317,0.570180375282274,0.804500569082465,0.103660697605445,-0.682267400918377,0.103845243586503,0.639746985847906,-1.93835162711152,-0.70278382413277,-0.789259202658459,0.075218175259433,-0.666619396005352,0.161963812116949,0.766444994468082,-0.345649008186145,-0.403184596388784,-0.938278176662472,0.0925617454122329,2.03536487461432,1.2663798053878 -11.0698695184437,-0.341066979637804,0.693198427561061,0.878711485077984,0.132337190762389,-1.77626681491216,1.72688657347115,-0.159843791643425,1.34317708744568,-0.974299015154471,0.938072066687955,0.95722897282112,1.44835611563466,-0.388884934337547,2.86492378292743,1.92343974759257,-0.85636956827729,0.0217219552064004,1.55268807150788,0.298245176275246,0.209518599038141 --1.07595991220914,1.50242453423459,-0.196465407979219,-1.25851107560186,0.133187386249364,-2.01059941083604,0.122106881278226,0.158794138052056,1.11111260345223,1.13863253160456,1.0517444807022,-1.15143428507956,-0.838354704565261,0.0870428540182481,-0.281296611969701,0.0298364428709298,-0.119208476579212,-0.835519588496386,-0.716525668150868,0.946778094697702,1.19966900066474 --4.14049767201749,0.5283077123164,0.427738635648652,-0.260720508022889,0.440730295758326,-1.27266697968858,-1.31299766666966,0.0771807294943504,-0.882186411577672,0.392858355442596,-0.0768093819188558,0.574622101805818,-0.151418326165965,0.333428047757757,0.1386638313668,1.04243700512197,-1.56801111590706,-1.34150318252238,-0.526065273462596,-0.369118493112765,-0.544856545564307 -2.16273159110192,0.542191355464308,0.558419369158442,-0.976355923162955,-0.391377127987198,-0.704897000651921,-2.33688681949435,1.59049245378421,1.41293860905931,-0.747910833688117,0.690718285961861,-0.311439000540279,1.11899017178152,0.575754612665961,1.43129572356348,0.526594683616775,1.51791638052974,-1.25380575193698,-1.60391859089416,1.02773788406023,0.809050747713506 -2.19788266274874,-0.136673355717877,-0.848490763310706,-0.573706364669028,0.636184240984109,1.03776985638401,0.90016469208673,0.86779363056935,-1.22613749425769,0.0280957113688597,0.396353492218102,0.748436005078062,0.82276430171109,0.628808798456941,-0.164346063754941,2.29265670646565,0.463818353305107,-1.39707584418918,0.352958909717569,-2.30106378655689,0.682032172593263 --4.76514289087017,-1.13673385330273,0.393210090043557,0.0167501906541282,1.2518462323212,-0.237575452127642,0.375073278881429,-1.30431141694698,0.504284827158816,-1.89672170610347,-0.991164730534286,-0.193989879911138,1.10085362166632,0.225200596011184,-1.18411191691205,-1.43039131932804,0.212896176490724,-0.796381658989721,0.0305594543459686,1.32322816240896,-1.36269983793879 --2.97658332884586,-1.49662715435579,0.739622854555091,0.542222662267596,-1.09416856531585,0.905238903783815,0.0176018969678824,-2.30559873984367,-0.0587819655433995,0.0240819663353379,-0.295045797413045,-2.72498231610487,-0.337742780363425,0.412541253060344,0.807700158648891,0.745873275286442,-0.336480536303729,0.969971539651346,-0.594057468636581,1.16817411772217,0.020785170424156 --1.30071345126197,-0.223385643556595,0.434563137364066,0.0345149594091812,0.701284884036464,-0.15590461414028,1.17730390217512,-0.626285989505859,-1.06404500577938,-0.423458896618798,0.638136626893359,-1.83776072447245,0.833621782267906,-0.899293439123179,0.740277236230944,-0.110411969945084,1.2830633316298,-2.0921764923413,-1.0039078721579,-0.144837469742618,1.25201195913078 --3.84437464261727,2.00171922777288,0.45793525663008,0.577254046856855,0.138253279629038,-0.502205897626743,-1.2072413897563,-0.394523123624309,-0.897911474141036,-0.746943360639605,-1.32041332471154,-1.37496555196275,-0.238811418397258,-0.0804126812884615,0.333502443140489,-1.13783305089647,0.0743521500879966,0.839782594589151,-0.324057759276699,0.925462125817389,-0.321118196519536 -0.12825815505297,0.221703816213622,-0.452130199295268,0.615399354036842,-0.935088549581863,2.6064096713386,-1.67540099858206,1.0186369858423,-0.0719447668118363,-1.3121222647921,1.36926900859814,-0.52874581406741,-0.266315349523283,0.945019941005479,-0.828784832207276,-0.464380762729597,-0.675005772272892,-0.0296470950246343,0.130403280621787,-0.701896886933631,0.488067123180299 --1.40893942015651,0.164372909246388,-0.367055679623703,-0.75958621603167,0.0161378285751104,-1.07734290677957,-0.0597460374104961,-1.08642904119887,1.06099780166238,-0.612094291853525,-0.438805578288062,-1.26947603166375,-0.806239701412491,0.663781299386923,0.0114820192280787,0.469770641967937,0.684736281491038,-0.0465570776479939,0.892585028819557,0.898454626791608,0.429894320847038 --5.94453343543574,0.33262360885001,-0.395753290012988,0.402288203279366,1.11496685911493,0.0170451532598806,0.920351555606618,-3.31954849266695,0.408790413319908,-0.774576853146798,0.558110059902516,-0.321227489207071,-0.119932621032742,-1.51655649850275,-0.654660111572834,0.0579012798786396,0.462134793470305,-0.245229875018405,-0.597756885502478,0.769103640341048,-0.618286793196584 -2.11964868587308,-0.385207999091431,0.0234002344738174,0.427550189837893,2.45802100761679,0.095334473733831,0.126047574074092,-0.482559187187021,-0.238466152846975,-1.38874208409675,0.482661453902453,0.478991113805618,2.85334516754464,-1.39806292576556,-0.47358602635864,-0.025284643744841,0.90930500548378,-0.784097742302705,0.4254540675349,-0.699829806042413,-0.332249830325199 --3.0914186872129,-1.39875402655789,-0.38954381233615,-1.9186721354877,-0.32083210667782,1.05025350430307,-0.204598963044013,2.24978780814089,-2.20109257492943,-0.164863426558003,-0.452413978635259,-0.841905583840889,-0.823873845954642,-0.369713908284287,1.33882036898167,-1.92308741022675,0.239333523745121,0.383231958848779,1.57424116499221,-0.00273684103934533,0.503222663182036 -6.31873225459512,2.67574079585182,0.482376718058574,-0.0558807133862323,-0.964806771887294,-0.362110355110637,-0.833314900516305,0.452898159322719,1.54366326381371,0.989917081258793,1.06624129011738,0.49985676669259,-0.0458766196273858,-0.453593369121993,3.20051372358914,-0.314879094224499,-0.581192792841451,0.601137150427762,-1.2090695561716,-0.90825576820405,-0.350093009618615 -6.65597364834577,-0.423686088681983,0.758697062349408,-1.00215345143482,-0.174557839875488,0.466644845198707,0.524907842289676,-0.30765815028971,-0.879157545384076,1.63951168339949,-1.84620896333742,0.176100358607879,1.10035001127595,0.548913242897687,1.08333928364923,0.565415888128959,1.26193154743859,1.19820989677109,-0.117845377379916,0.865527897929832,0.970798874598934 --4.7712353886976,-0.298601511933064,0.170762281447329,-1.35982202120633,-1.24691167355587,0.593588866838559,-0.510294902516904,1.62326659699895,0.429416001749709,0.648247644912131,0.281604225149873,0.241644572845107,-0.255850004517781,0.552793784269601,-1.44072587412393,-1.73750753013781,-2.04126968283536,-2.35338539245087,0.105679196241655,-0.30858585923227,1.04080341572538 --0.869386484214804,-1.79234172685298,1.75503583571949,1.07302490045147,1.20596593616113,-2.28049255814647,-1.27543281835683,1.57752819095492,-0.867671157444736,-0.772239672036219,0.364380809426565,1.32555405886394,1.09598440229779,-1.8682314447294,0.819431765958244,-0.680557636245164,-1.55206181228762,2.25746794543506,-0.655267960850125,0.186961443633722,-0.759815511334743 --6.89736865959552,-0.248008225068098,-1.29100541480158,-0.177953258494371,-0.642099046891993,-0.346268369311079,-0.732988409943896,-0.152518539671753,-0.315392791693912,2.21385267468733,0.148502207973856,-2.65371363924897,0.687760250313996,0.345569876587273,-2.76509789088204,-0.805344475728618,1.25084143561444,-0.84328273226586,0.181949360875107,-1.75335358935751,0.21013497026332 -1.28359323154933,-0.247303918374605,1.350223041423,-0.268083265697342,0.371409314923049,-0.150877581385422,0.498688153369812,0.964589888281973,-1.32093291418566,0.998849412092872,-1.72195071967638,1.64817645592244,0.192429581315587,-0.421781795260486,-0.97835059379054,-1.13157490566175,-0.144918855830639,0.259948000129088,1.33134998142337,-1.60475330533635,-0.0513019360445278 -8.71754133859166,-0.255510378526346,1.18198043771503,1.15564797930355,0.578633183434012,0.346941081595868,0.689019412113014,0.436790157859342,-0.0836748261611864,0.596283324850975,0.890108761165713,2.44755338683011,0.259995818055089,-1.7391258091187,-0.214324923073109,0.778072488670233,-1.04653589376963,0.207223855751977,0.55287587515844,0.998062229891455,1.55668743062165 --1.66174197417373,-1.78693810009257,-1.26361355053047,-1.88765495060015,1.18176940769278,0.582181919593051,-0.366941430988799,-1.01051768232268,-0.608713124195427,-0.0393553475678913,0.0223518123086867,-0.254334488958659,0.532876900308811,0.38676921110227,-0.0179988875723785,-0.40022570425333,0.959171641166079,-0.196238185256928,0.685878238477036,0.811703619701956,0.527873976195641 --8.7227843341465,1.78466281602476,-1.56723702336193,-1.09394739129076,-1.96614105715501,-0.309600869343025,0.118782719153598,-0.861742538176143,0.577068672539255,-0.661876860830055,0.327113884935496,0.903202886141436,-1.77590912939843,-1.65964717139089,-0.430493828074773,0.900118646902392,-1.37444982838543,0.501712454425037,-0.881930084144231,-1.92953506247584,0.132438155321949 -3.09481684920595,1.76358634774588,-1.76690400433212,2.35051201626666,-1.50822097021295,-0.17870259825208,0.647282799683306,0.430285150903782,-0.852656331823349,0.360636497291653,0.381797895793899,-0.634889817216075,0.452088936837946,-0.101830956968535,1.12573429907443,-0.359119021772301,0.801131559818055,0.529150261985908,0.794965999467908,-2.09609667880481,-0.0361497274300633 -5.31231179002563,0.689600221934096,1.0313827567534,0.133268752039776,-1.81235174221177,0.84310065307526,-0.26497596311125,-1.41194775701432,0.284434512942176,-0.26331901005319,1.20012513728911,1.94457745848569,0.727465364059332,-0.0665675679775775,0.717858701814726,0.365180298079269,0.455624826867802,-0.309866272641213,-0.0934931452275085,1.08720512919214,0.313358049972192 --9.24815713326969,-1.10074064442392,0.169722721165277,0.128478913130542,0.990974808046407,-0.450477714536669,-1.10603102652397,-0.656588286456864,-1.91563448966897,-0.77163355655467,-0.267564996903349,-1.31571386681564,-0.291823487470317,0.290295103899965,-0.02238002293962,-0.9572323909191,-0.0994997726653176,-0.840152598632831,-0.838384713902517,0.389798672809034,-1.97344539621744 --1.88860012163782,0.714509356897811,-1.64342972471861,1.12663786552869,-2.55634621303955,-0.975766828888002,-0.791426353053105,0.28148731591193,-2.17210883099725,1.80996783693224,0.807581327529242,-0.573107729628535,0.881500918950751,0.704390953729411,1.3692391104052,0.160642812169736,0.165497441708783,1.36757793469567,-1.09315229364864,-0.556782920178327,-0.312458321614638 --0.459682338555981,-0.246470316934021,-0.249066139722486,0.200747832818364,0.585582906587226,-1.53051205208061,-0.0422237880536348,-1.06577073400482,-1.25883201111861,-0.584732003438312,-0.513878845458003,-0.984691310741745,0.725993257699155,0.876889986380394,0.674711795581957,-0.284964355583989,2.42573285062243,1.2344814039479,-0.990511302769078,-0.0555664827876023,0.856011260898182 --2.41702401219554,-0.319786165927205,-0.506931720865329,-0.0980377402391498,0.599548259535128,0.417837393994561,-0.876268579864399,1.12328102543327,-0.386624209252926,-1.46551536634515,0.798452681004282,-0.253972032223841,1.25881441845175,-0.543271602775434,-0.685098412012328,0.928623999006164,1.01666759952011,-0.886952193605223,-0.858756568587934,-0.344374425340067,-0.422722328298463 -0.701367844619762,1.3626442929547,-0.0277094890074275,0.823606602759376,0.076906130762741,1.27833334132896,-0.704842315164247,0.438346290526761,-1.1228039780821,-1.98581673659896,0.059740150601359,-0.42623249329558,0.0962164574913108,0.142157484935996,1.70876953458239,0.134596169388988,-0.0503652261325248,0.695203769301644,1.07201959845647,-0.566806490343388,-1.9318542155113 -1.66011468280972,-1.22788258998268,-0.248249852722368,0.794402047777047,-0.14227697827575,0.873900421424453,1.66967105740714,0.546922130804913,0.438289427039799,-0.80179955835977,-1.5137635117256,0.455786853620128,-0.537092640819005,-0.835123093519083,-0.520344955732567,2.15675718894991,-0.735958467894808,1.46319125007174,1.85492331236939,-2.75246747445426,1.23991045483998 --1.61892515591565,-0.511219232750473,-0.386954450061208,0.532046092847278,0.879655646317785,-0.696347944780258,1.96531606842444,1.87548787606116,0.172095966039725,-0.423485511552936,-0.945157836115747,1.45181058309232,-1.48773766502309,-1.00648426023419,-1.49831945846789,-0.237878397387539,0.593412436362787,1.27501509726105,-1.59272435164544,-1.1566099666697,-1.57511194687289 --4.44787929013644,-0.731194999064964,2.00118684177239,-0.064757303562928,-1.222996281903,-2.74835074363061,0.562788731193295,0.634479560156125,-1.10586458663175,0.249519111165939,0.136453110432519,0.234409145773299,0.28445008666708,-0.102905749108764,-0.750917840366716,-1.61996746706419,-0.091216703788736,0.524006064647169,-1.00113942178512,0.670208987695673,-0.538771807725446 --4.66656317793483,0.0197520068767907,0.852115399414548,0.47465016741832,-1.43301617159378,0.306740317557509,0.652033066553226,0.0385343398148997,-1.5701131696004,-0.555048504526119,-1.86181501715554,-0.451332919468823,-2.66663789252251,0.356552792431386,-0.501200252372677,0.590268899511569,1.33065167248647,-0.224296327546472,-0.692929615604977,1.16043628348933,-0.564860908062071 --5.13494685222286,-1.57286391470999,1.60347150536235,0.375023463411515,-1.25643240772921,-0.233118982115187,0.741977654097046,-0.878710401628819,-1.34543267042699,0.718008894968096,-0.346886248257511,0.850615129552215,-1.78464244246268,-1.16053371845836,0.0448292514185057,0.635955785885919,0.899305886510778,-0.51541154799013,0.365182658625318,-1.60863363418775,-0.277421581168875 --5.74371088014455,-0.703333269828288,-0.390858402683737,-0.372844058815933,-1.03547206453865,0.911667932901061,0.785987634681855,0.420810757854239,-0.830770784023211,-1.03189861901546,0.35672438912886,0.214553371781419,0.271050598139632,-1.13036173348587,-0.679701541461732,-1.0043412185473,0.986685684172049,0.379153781083094,-0.736102067073351,-0.825142610804961,-2.45658211693984 -1.47176548807035,0.715932088907665,-2.51418531324698,0.816830593578436,-0.0224135829671863,-1.9924142315299,-1.13593887694104,0.677991240958509,0.833046369434148,0.834020168498785,0.13789680839835,-0.313604294987934,-1.07174407616442,2.42037142953902,-0.284406558902974,-0.575501509392054,0.811951596670629,-0.491998557245026,-0.516687408374044,1.93416077948962,1.69489608800328 -3.63926791527351,0.465214906423109,0.591851131883643,0.359866738087734,-0.762149896873111,1.70815713268541,0.518482620375036,-0.546162466870008,-1.06975856178178,-0.661259408358448,0.814097292759743,-2.11487210022767,1.15177802242319,-0.505737582620114,0.897937179415842,-1.16938004038736,1.51609740752176,2.06630480973585,-0.744736782015846,1.88070715222942,-1.80880868863792 --7.1231114594977,-0.973902306404292,-0.742149400406474,-0.815401470158309,-0.704235158691424,1.14208558470092,-1.14322476063765,0.539073507554458,0.213423314611237,-0.012588810067447,-0.00184808902482353,0.293991683454393,-0.812258488684291,-1.27972203747921,-2.05867680973222,1.46363734754509,-2.53332862948395,0.402768712169514,-1.08789849069094,1.25766388438407,0.848105001201933 -5.05972215356319,0.559217730468333,1.70200728605702,1.68979066231299,-0.018082605182958,0.887983635324419,-2.24990441071068,1.48928940246245,-0.457686856828171,-0.430289922874913,0.387475072673701,-0.431217261458406,0.880002655367655,-0.308560103438112,-0.179257373200887,0.714801966461968,0.91210760694725,-0.425825624667404,1.98980078105232,-0.904266610256031,-1.08003976490163 --3.00672021043434,-2.43263974540567,-3.11911751487801,-0.622948561959875,1.0178657643386,-0.0411860909379252,1.19197066775952,1.32888401363981,0.154505103890556,-0.307199303480139,-2.88900963423197,-0.663154959225535,1.47410022339177,1.383642281558,0.789748248366267,1.33897473005685,-1.73426218553859,-0.00624172726711483,-0.978367932773804,0.49877817307619,-0.125091567737759 --0.31324329309364,-0.340484926702145,0.447370987835865,-0.035607049094539,-0.879471554095036,1.34194868283856,-0.0711214554190305,0.891764683374155,1.91564701234086,-0.615464392139647,0.27062101393119,-0.569578380893841,0.145765166319943,0.339176992572366,0.480051083113765,-1.2024341348781,-1.02540235696778,-0.493166053635986,-1.65013066865614,-1.01667253228391,-0.0176572552114796 -0.572114513294971,0.713033194850233,1.34238216861523,0.343836350597782,-1.33380531816224,-0.57761175028789,0.632512188616106,-0.597043086174405,-0.0909198242281891,-0.735105918374832,0.474310444707796,0.247146349923914,-1.32883841623209,1.17924799101046,-1.14366628993566,-0.245884836121213,1.83729202180971,0.0165384100448976,0.157423594254606,0.799013955570929,-0.191247162553016 -4.95080784063939,-0.659037386489128,0.519748731700415,0.553457736274993,-0.301498783058686,0.352509013483509,1.37109374429157,2.22203124271687,1.2298704868453,-1.20770900020521,2.39112754088541,-0.122653832796474,2.00593145780174,-0.446903992397757,-1.25121303778428,-0.0827263217526562,-0.872557624548023,-0.291975391240785,0.0735709665848432,0.0361517797116136,0.165199056125369 --0.0457874427441971,-0.0364026225664853,-1.34294210135589,1.16936595083559,0.152299346230013,-0.0742659676787536,0.529149275337868,0.757376139126384,1.32559747640407,0.437538063268892,-1.50289069706352,0.526168059801989,-0.799060711098072,-0.248507423315535,0.481171385122207,0.410560195808334,-1.45548117265286,0.761286216736052,-0.732067478403268,0.332184075093827,1.05393293523743 --5.73721404769617,-1.59328630152691,-0.106125470441677,-0.796376235787143,-0.269459562284848,-0.331490562418759,0.737927115313103,-0.0877656731507906,1.2918482532263,-0.403490146021655,0.0219634063342453,-0.0274822701821599,-1.07757086732689,-0.571050735651867,-0.0337828560400359,-0.926825202701919,-0.857473567402272,0.827497304656149,0.0855180231153297,-0.0134888799120648,-0.509639819858621 -0.347328112640666,0.847792797247769,0.196462120559561,0.524215632706205,-0.438940241272771,-0.234603004249627,-0.0956786197980165,1.60696601982402,1.29721116316011,-1.15162636007564,-1.23852339196275,-0.0418593754930417,0.292244078282572,-0.43716516953038,0.977677459466559,-2.28180282252169,-0.0556858022125731,1.54411489591049,-1.11303731082642,-1.85309387350337,0.695330382646826 --2.33875064198236,-1.85038884866061,1.99348259852196,-0.151486783205014,-0.56277233489273,-1.06889204031188,-1.46709248287791,-0.0786735663201951,1.68723313569179,-0.327626267849088,1.20056010613927,-0.508952261333338,0.461246654367561,0.160230086657342,-1.28406523479057,0.283906978145068,0.333722344510053,0.373740368997959,0.493871455862827,0.130202661760206,-1.52828119606217 -6.38078486332213,-0.323650631690314,0.100198144087884,0.31792652416866,1.12362323155148,0.425833404260315,1.83147417424897,-0.171105978377557,1.27230312983951,0.551361998721303,0.832777852326768,-0.725918712928202,0.110603665655769,0.919475848912634,0.327354432352376,0.204676819245867,0.662930366275866,-2.56102799187618,-0.890247114816538,0.310209016298549,0.261158287475936 -0.201001325189982,-0.255248112503172,-0.16547816692274,0.868319220597117,-1.07306250158626,0.692986563377162,-1.10034181770496,1.87548166515157,0.0498592970452379,-1.37438754470023,0.606579109784917,1.29043972205519,-0.573406738732634,-2.35036265665306,-0.332457059912291,-0.263919363722584,0.442988821866073,1.57590342680394,1.07069081625548,-0.150666677034354,-1.69530308416332 -0.575798832202159,0.0609212273067499,-0.449153371160302,-0.401208587554675,-2.2729583088603,1.5515752766438,-1.14820687047273,-0.796389083802227,0.630441537133871,0.546609280496019,1.24464187965006,0.362487021755646,-1.91664326449028,0.881829922973783,1.43001305041061,-0.809750658161035,-0.543093681277303,1.25405321368065,0.13323134237458,-1.31093201548756,0.283844676730665 --2.12521974675541,-0.823491629018878,0.108511879552841,1.76355827147872,0.664761930729772,-0.629810015177457,0.816393888959463,1.06730387506091,-1.28396269355193,1.18945567179509,-0.374647967797539,2.06269742779677,-0.0407417031279854,-1.5504192242092,1.08703539743794,0.268572171648824,0.877311930224311,-1.14431920876633,-1.25032344779131,-0.404811512222025,-2.91495853231704 -2.49569937897733,1.82973048483604,0.0778887802943865,0.360751565656807,-0.104510643594577,-1.84563644029785,-0.518279245934078,-0.470971442429156,-0.171293195906081,-0.836690220537399,0.881018209693665,0.540127335972877,0.55264786614886,0.772308722996987,1.56021718615054,0.23343381608691,-1.64821223319081,-1.10458216237117,-0.733394438405893,2.08833188273631,1.52703651776712 --5.15516069859276,-1.4299162157815,1.52865188417287,1.62586578773696,-0.429801056068813,-0.322683691750844,-1.29435673163622,-0.569683051739136,0.739509948763555,-1.29972951063454,1.50115358708864,-0.483462127958083,-0.581893111880205,0.264176119761183,-1.22090500129809,0.0983705058272445,-0.283604955743264,-0.110511508753981,-0.997442781842638,-0.241501090309632,-1.22069672889857 -1.45459527656288,0.254137143004585,0.448138780878264,0.0779305197026881,1.70335742179295,0.557338215606896,-0.385681299939891,-0.738291796287408,0.651985209319808,0.189339888049094,-1.40898601881469,0.0757986200417932,-0.758920993289648,-0.466406828498255,-1.33626381430349,0.619128127720247,-0.817775876044484,0.900299512482638,0.999748833256886,0.45424767458624,0.902435416769064 --0.487550865284248,-2.93977369533598,-0.584927496115839,-0.238374975894367,-1.56563161143097,0.50898119485114,-0.388655174298991,2.58271061860815,-1.62258210941023,-0.851865391495239,-1.91869138904675,0.672878484801419,1.29669536940241,0.290261324671657,-1.19467860986234,2.16689237732469,0.636596016074043,1.40773542762309,1.49215685743989,-0.631977795841456,-0.469584212849979 --1.77545523219308,0.00241580894347513,-0.57591901986997,-0.400805419130701,0.966020086027672,1.71963417339558,1.12244702983398,-0.269163725139692,0.738592046363754,0.0669549059939339,-1.26296462780046,-0.00409518091148167,0.637138046101675,-0.335485900718847,-0.71406995385353,-1.66377535354403,-0.302213060141294,-1.9559768035734,-0.391473956252365,-0.293314190512024,1.59752084021181 --3.50657114865312,0.509665571261936,1.28863601658206,0.125121837837149,-0.163610191780859,0.241335906453384,1.60859805464755,0.14714760081001,1.45289829965231,-0.567938760826515,-0.829084300719768,-2.00537737637757,-1.45385245710413,-1.89287007965376,0.85136418772641,-0.230965397548225,-1.96405276075153,-0.898929379385531,-0.811855705546362,1.11853058968752,-0.585423563129146 --2.90894912000487,-1.08472000111396,-1.28640318788691,-0.373608738480998,-0.158585926332711,0.920405466346947,-1.34674806469544,0.865820182355076,1.82604943856917,-0.0828423931780061,-0.259936119748182,0.185668063659248,0.469466461837453,-0.540214618877614,-1.78756079216373,0.364900652093057,-0.866163979786423,1.99284373428759,0.439006865750853,-0.894037524938813,-0.879986810494915 -3.04118571767987,0.704832976877566,-0.243408032609144,0.0934404019389007,-1.00571997041803,-0.38398003773728,-1.89978783147624,1.41307269921037,-0.542865632390656,1.25076664956929,-1.6977914113219,2.11037865324468,-0.112040424160991,-0.256385253379293,0.566710396797603,2.21683321451107,0.104388242386812,0.585095403392622,-0.230218678235711,1.08465560527591,-0.874352601965634 --2.11331048742728,0.330976349994212,0.5628039479928,-1.02111912420942,0.152051668532281,1.08963178114712,0.117755112023898,-1.07449809508073,0.300468783906639,-0.711403130300499,-2.15158444509866,-0.970533253635934,-0.884145590055508,1.5279524627293,-1.71482342752413,0.543496716923583,1.06431231497479,1.39237719937022,-0.459839089544731,0.145065679103896,-0.0643416575682001 --6.26994376661362,0.976327472976372,0.256447583071004,0.332767981871924,-1.4340079734251,-0.386653465737285,-1.15846611916631,0.627956629995496,-1.34615662750972,-0.766945401017785,0.00218755407874786,-1.46915321052556,1.18292468778683,1.85721772762845,-1.76756674295615,1.51127081614796,-1.35178422755359,-1.60464466877782,1.25455647442714,-0.748769225189611,-1.02242815410175 -0.24863002244607,-0.843339880398736,-2.27633899050106,-0.0801990753364785,-0.102394112879245,-1.25552856869109,-0.191530586569652,0.405758273316921,-0.144011692424452,0.238064841507512,0.149656581402113,0.429205395625347,0.244665797227316,0.789377093599772,1.91901460786709,-0.916114164326812,1.1427822641421,-0.896828624168601,-0.087965066388042,0.0852480843077506,1.66529086180821 --1.20574763758005,-0.970579904862913,0.558005917989661,0.170219250311469,1.60381275752266,0.436820417661712,0.255097040831672,-0.687330086520668,-0.165831744774101,0.942990145326712,-1.65351141613344,-1.74213131980604,0.430504932410808,-0.798301817295353,-1.47650183148745,0.734677861670435,0.875889812405959,0.397238117824162,0.45030206609255,-0.625930955473529,0.413626654153247 --2.09307083538491,-1.77153134864293,-0.335019467451676,-0.224801945451757,-1.39727695273605,-0.304604125756878,-0.153580622721198,0.576491934602477,-0.352166170386051,-0.400094962991613,0.191018696019767,1.4730078933181,-0.672761832105213,-0.60205299769781,0.541076554088837,0.728132617829372,-0.986411704953107,-0.335006804116643,-0.284166915872944,1.13049318801764,1.30040679028086 -0.0750969843525059,-0.322470341645949,1.64270766184674,-0.410014314011713,-0.277355416837734,0.567154456599273,0.921486683661079,1.32451097920677,0.461464737903539,0.418153621487674,-3.63722894468254,-1.49357900594672,-0.160737834591733,-0.470395134663833,-0.20090543850551,-0.385658983987862,1.20262648995177,1.61195220250068,-0.814812780003754,0.34663570568226,-0.355629694904613 -2.91987214600325,-1.3388007423545,1.57013883682474,0.231534038877709,-1.20758267617497,-0.0796140275191505,-0.145490822252082,0.724156733514507,-0.464532491979543,0.972680259090426,-1.01154900355319,-1.5217510478465,0.550245804551126,1.02250527021692,0.295056061838175,-0.460835520309821,-0.309088149643773,1.36933993054586,0.933974669932643,2.2544967900524,-1.11678605757347 -0.650105683062554,0.688156028146055,2.08197826376696,0.4736940645515,1.20868977951411,-1.60802723829781,-2.0203711921675,-1.5127285786789,-1.09815813803055,1.47519042392082,0.687813931131757,0.440836562989378,1.89083082213701,-0.710609320174574,0.522400468461209,-0.0767546475324004,-1.06704435310275,1.1608516744197,-1.69745153504537,0.359722734865377,-0.444883717362693 --2.91156475461672,0.0712806522505788,-0.632625982787692,-1.13317723379873,0.703709718589371,0.0539683851555879,-1.04899354046309,0.415064654324313,0.420264122795117,1.08562640087533,-0.284580501091815,-0.142366769887739,0.447060670718594,0.0986314238610018,-0.247809873675859,0.299059799947977,0.52966984981301,-0.177951754948692,-0.745421842677821,-1.85492094026488,0.0327711649247319 -7.21055917572953,2.18975235927918,-0.116445848214985,0.317960982017846,1.96559871268368,-0.0716991616675746,-0.139779015523535,-0.198513569002025,0.0675464903484759,-1.3158530044605,2.36097518666359,-0.0883860214977617,-0.445342598616671,1.09095556229712,0.314495434021008,-0.5617058611626,0.290814306857629,0.866524284115373,-0.649247463778739,0.0735786916734156,0.569887826996995 --0.666259007248817,-1.15770759930148,-1.62688075738446,1.55091692128414,-1.81562249276741,-0.221459689237457,-0.350906542750663,0.564242352579064,-0.668239429123655,0.322671720778398,-1.43876415692229,1.39588163951327,0.073049574830273,-1.77868405651817,0.748367612858054,1.3149771776954,0.603397655033219,-1.01243454944235,0.970909046860681,2.07807303627624,1.55159820705274 --2.01542868956667,1.18168806409233,-0.177039823576682,-0.278745758497448,-0.548266552055774,-0.880219950153372,-1.42419830826676,0.330737266221632,0.779501735619501,0.39227071943192,-2.04150855037092,1.105533756719,-1.44129579349441,0.0348896392745083,-1.58953515267934,1.15470031408915,1.76236036800169,-0.552070716185198,-0.0441198404384059,-0.839620424493984,1.23813669920209 -0.651567557007319,-0.527368361608178,-0.761585795171813,0.697474179907854,0.686639917987898,-1.08145672085599,-0.877475620194928,-0.108903748875099,-0.697000941859608,1.2416386304009,-0.338754274932211,0.61566632662497,1.34222787568764,0.657067457631718,-1.57046804803538,0.820068500613766,0.764965735761173,0.764961919263342,0.820170303047665,0.666753601707539,-0.216167868740054 -5.9772823241775,-1.45662801131076,-1.9943053170618,0.868040334433473,1.39205464652517,-1.1015710387891,0.231221207807871,-0.640310320969799,-0.0972273150367495,1.02081518398926,-0.602481391369174,0.8141593075052,0.431691061174111,0.798220304102447,0.194862747999991,0.949958494847263,0.744031226773737,2.11936457412811,0.554609156669786,0.851616735908585,-0.82764553927201 --7.74672274227339,0.572967370493168,-0.63775553980267,0.598143925914546,-0.16619934870171,-1.24349993250634,-0.632244547724416,0.493381989283361,-1.84734862686312,-0.290893040020392,0.304413483850111,-0.318299019543276,0.621872362471428,-0.735514435070342,-0.0526136290369749,-0.381374756538858,-0.0105735987909498,-1.5435611596751,-1.01526788098673,-0.176080516244614,0.566125369636649 --3.45136376572033,-1.43337770467221,-0.627540354243991,-0.60872292182378,-1.14530207505428,-1.22018169646991,0.815154763671868,-0.0017029776050194,-0.995534122059484,0.739227383197221,1.21716413643376,1.84698874911576,-0.275002102046563,-0.181615320833843,-0.252096404152458,0.638217646058809,-1.94389665221953,-1.59050756747321,-1.01392965720957,1.6010706635858,0.371514222184945 --6.90784083247565,-1.0551850185265,-0.425162391462882,-1.22900160139145,-1.79965292433822,-0.317130037908884,0.20478980208336,-2.17455858344934,0.693832007562253,-0.651600871094348,-0.1014276795941,0.387950000837431,0.143388165253482,-1.19358686325913,1.08089468887732,0.088622551290204,-0.148669606897783,0.416983846681997,-0.390599291423206,0.407422083796435,-2.02862315171332 --0.680746038515458,-0.733111877421952,0.766073558386913,-1.37659489421169,0.842673213643989,0.491485119318144,1.00378428562438,-1.17976182897301,0.514707516780692,0.423373408273508,-0.551899084077946,0.99565198550263,0.131964305278737,-0.155890972868362,1.13012101005213,-0.947907709757354,1.95603262304073,-2.07008864761794,-1.77591340206586,0.225959029064096,-0.124542481880817 -5.75566186685007,0.210907264251298,0.227675375863959,-0.143468764186729,2.66363244088169,0.849354939102439,-0.437849587084189,-0.832703504114812,1.17577811410224,-0.669228808063001,-0.520127238725724,0.361172437479107,-0.140430104253385,0.472728475048942,0.449534628537653,0.273423231461331,-1.08555607755562,0.719068544170648,1.54952894540357,1.13263655477015,-0.839119710218431 --7.7043697741964,-0.99892072706101,0.262124109533148,-1.62601807093098,1.03315811106709,0.560688817185065,1.00429486093686,-0.111953105222985,-0.614318802912843,-0.883179120316851,-0.896489363214028,-1.08069064511488,-1.07203051909813,0.298490595171487,-0.487207165108066,-0.0243316930469314,1.85736115801962,-2.84807241939188,-0.776729174389367,-0.635501070486864,-0.79690790692899 -2.99400779571799,1.07785032320562,-0.0387066679127234,0.88196100902727,0.766378914280447,0.085757471842923,-0.46985682887032,0.100123116829818,0.675570289301083,-0.587854196020736,0.908325108177239,-1.34347797034673,0.790648954782399,-0.303042096718022,-0.265725868460094,-0.0911452777844044,-0.33693345372623,1.25375115045068,-0.584544555856199,-0.57689576618941,0.15779240984808 --0.028403357073338,-1.19897438250787,0.390709389505376,1.2837574616816,0.864798442139227,-0.586660273109925,1.60623219538417,-0.477221006204303,1.4962670418203,1.78900469873553,-1.38180677176203,1.38028381013411,0.386193648412208,-0.875856064105596,-2.39839095767627,-0.396042840483194,1.24711948879822,-0.786975707427242,-1.0896478840063,-2.29884770302058,-0.0145416778786104 -1.25576435492324,0.216637035184711,0.709368620657006,-1.23095717376771,-0.175156773990592,1.30244548447193,0.338838560238674,-0.148525541410312,1.88363019284966,1.35226985603447,-0.953173284008399,-0.205090043931076,0.273268662472474,-0.0449642436815943,-1.28019351989026,-1.14982042568338,0.0862003630140033,0.632024565223523,-0.530778093140615,-0.652937239395049,-0.14029042334727 --9.717709899664,0.143087029788927,1.99493577338697,-2.10359915796719,-0.213316822395332,-2.42746275802892,0.670776494513637,1.29660986594779,-1.26491039610449,-1.16104047137714,-0.356430908185531,0.999068101387037,-0.0728117882086386,-0.997170324838601,-1.25040040048595,-0.536197334013974,-1.22862275186304,-0.167346540973431,-0.686528316673809,-0.902475925220901,-0.711421437805399 -0.383815267191366,-1.06575009105298,0.315668232665549,-2.5612547495177,-0.12352456841504,-0.691774325972637,1.83056710196527,0.872376291440925,-1.38036162444046,0.527787475404297,0.904821774624423,1.29021716274287,-1.83575958173223,0.705073081474859,-0.497868753582946,0.258586170689988,-0.361446783956503,0.741672954513221,0.642416072583401,-0.0350536781350151,-0.553777293049492 -3.07560631550076,-0.428623410701779,0.254998265775951,-0.0197461249864892,-0.763340317529604,0.339305732191351,0.332848659637374,-0.888087542379082,1.52455457947234,0.624349059819597,2.15650594065481,-1.87450021654605,0.0677188332254923,-0.27265274856645,-1.9189261486204,0.841232546267902,-1.08464676471339,0.407718303325238,0.565723973506672,1.60467279505226,0.756158191078212 -2.79927804777901,-0.656179476771346,-0.0748676464165192,-0.0368138705977268,-0.546404920435653,0.197239340718454,2.89027147261108,0.373823206389374,-0.908122602393481,1.46610032206315,-0.678205741371135,-1.9073147731159,1.38913442201905,-0.342864512575402,0.815242434346177,-0.489931282300128,-0.980472596883558,1.41100950456807,0.754281648417481,0.019179779872418,1.63465443618981 --4.82344304219118,0.959394326857613,-1.4050744319456,0.628912345236573,0.366480963583537,-0.00536105087158567,0.122244073723765,-0.55658967436049,0.234766722505027,-1.80807524842523,1.11817882468578,-0.404638564829817,-2.44319694639812,1.80110138177485,-0.871123253885324,-0.298798136384286,0.137367559115476,-0.248276786564557,-0.747958997705393,-0.0081828857290242,0.0905051073811614 -1.96506902234507,1.55605263610222,0.23226824559182,-0.0682235284711251,-1.14262153767098,0.780392399095955,0.078811623004106,-0.625377664809579,-0.127376470098162,0.383805162528009,-0.110817983098842,-0.470920615074271,-1.0139696509361,1.38505973722611,-2.37163386306719,-0.0844873508727361,1.15575763171956,0.463482397082548,0.940318104820552,-0.579105755840863,0.814679444438604 --1.50954784182506,-1.04079643378825,-0.968199186475419,-0.892051640315257,-0.341841504986872,0.693197495940198,-0.862695828130325,0.130364859494444,0.706131205489084,-0.966775289606532,0.0128358408769525,0.752224163092853,-0.452964086097122,-2.0954847656257,0.0976660618176686,2.38875591397932,-0.569671851964559,0.162216964769314,0.820076647292182,0.760734039092067,0.430024162618484 -3.21714335899046,0.930572408540247,1.05452392854707,-1.28884892316019,0.409434263971299,-0.62842292711644,-0.568893799092062,-0.120974476822286,0.782360643498276,1.41915399774514,1.27786856022441,-1.29260559805967,0.458363892913218,0.884530468897062,-0.543548689099054,0.737793845856961,0.589515480029324,0.74812973947965,-0.942495875652366,0.407800929274851,-1.70399329826554 --5.46368423290716,-0.0754459310121911,-1.10432314673198,-0.0391726480053596,-1.14939985244412,0.254706985738299,-1.88080173438853,-1.70036913583194,-0.117096033279587,-0.962669884066051,0.722993074694414,0.116471371914039,0.833241744512179,-0.574132230585127,-1.13399310762603,0.167847601388122,0.280364898022187,-1.18105558782066,0.964191006291472,0.776054343601174,-0.0602116491548202 --7.78412884648147,-1.96719534905096,-0.975982807456805,0.480388047573832,0.0949545211777029,1.41071499037725,0.00600210285959394,0.0118847123144857,0.180183192640755,0.699118931168452,-0.965713218223846,-0.777693328890817,0.0797973476839856,0.936755742198824,-0.726011807370383,0.0492168820912629,-0.389519170656229,-1.0542836038226,-2.19656657674488,-3.45399036938982,0.992960578573518 -2.42043167504998,-0.755903642645193,0.86139250142642,0.3270802364632,0.894154164324788,1.11092060142308,-0.207387333887094,0.223322927751265,-1.24391972155261,2.11865919232118,0.326554901986016,0.866386380579779,-1.33323327639323,-0.0529263404600116,-0.242989230455103,-1.62738995025085,-0.148034048110834,0.432462225688068,0.556549198860444,-0.678336605335628,-1.43614322299411 -5.30794874466405,0.461149160506762,0.902551177651002,2.33511852211049,-0.82570355195833,-0.601774634113841,1.16668848283898,-0.407287892509781,-0.340303101419464,0.502850333342183,0.360930058342508,0.252071915064049,0.524882608054712,-0.727905218439999,-0.851542832774611,-1.82826117440085,1.15843833066694,0.405435708840036,-0.448173000704141,1.22076986653027,0.77591118843574 -2.05563573368182,0.145106631047872,1.50496032212495,2.22893561509101,2.22920037948299,-0.664947953631092,1.50289505483005,-1.3735379225937,0.48974854973247,-0.910973190501785,0.913163269801492,-0.334886770136193,0.633848415797694,0.475362847438199,0.0849583215281804,-0.663823034055969,-0.714340619736577,-0.497119054092313,-2.06901251780158,-0.0961990875034185,-0.541375100277962 --5.6657781699699,-2.44231132108142,1.78780373264705,-0.13346392846412,-0.121416583600973,-0.378221240550101,-0.189791479533178,-0.565477055941244,0.442112666762836,0.429062416677901,-1.16472895719012,0.74954285830618,-0.613597370671198,0.082601921002638,0.237016614985365,0.549653612991265,-1.4405930149982,-1.43885085703744,-1.18180165918467,0.340045657812583,-0.487038394919119 -1.32405602685666,0.580318685451573,0.242243985464574,-0.995642454825648,0.713001057385323,-0.339591191200554,-1.01996762920854,-1.98593607544519,-0.338418768081281,0.653570919884091,0.192811552206883,1.49727483344746,1.66199300234719,-0.497793595655528,0.675556254887585,-0.839471854577952,0.895199960093062,-0.592138561939216,0.849732695665154,-0.0286609630795233,0.34403077198097 -3.3594759094393,0.655051998486745,0.429439499410649,-0.34130793476319,-0.0429910361505617,0.0216057660891635,-0.376753056705581,-0.643300747336056,0.693021036548558,1.58963200202734,-0.0641076263976871,1.03382907930825,-0.0353715346761348,0.420679754118833,-0.757211556298405,1.72874926768858,-1.14523596517476,0.610242855442984,-0.0513095368141235,0.360029588577081,-0.352120192982435 -5.21451711361697,-0.304508837259419,0.591102478171717,0.713867274039287,0.56545754421837,0.634463862460817,0.964436088251459,0.94208798380934,1.63850003962994,-0.519870829172062,-1.58476754997459,0.862952478172403,1.00913664761303,-0.169093359771127,-2.17559656601656,0.970636532880658,0.110587371337322,0.505139865206197,-0.600092295740306,-0.137669651962169,0.295236070234928 --4.20473841266923,-0.707568232617297,-0.332283006906714,1.88610709773617,-2.51355620484734,0.81410528455953,-0.213057363174271,-0.938094189401666,-0.372466874196435,2.44293288037857,-0.12008069809271,-1.10970003111229,0.705770552719802,-0.734997108865523,-1.16081029305276,0.683723287735107,-1.67591247416318,-0.992863778802784,-0.025970426358159,-0.10391800773944,0.516134607170958 -2.12264971848295,1.97157201447823,-0.75639689073908,-0.42897054410436,0.0912988142544173,-1.66804169448562,0.205029339721238,0.693901293258821,0.433185273811573,-0.840750632841849,-1.08933332202602,1.17231652343882,0.408298781381365,-2.19753642267254,1.35613723155106,0.164686979684883,0.0825593537849878,0.31215125825476,1.654740768482,0.668571982548847,-0.359920522557713 -1.2350291725225,-0.0899986806477491,0.027011968036066,0.571172122976314,0.382917145550593,-0.0771005067550825,-1.49873757130307,1.00443396546223,0.851749384274536,0.891901416244529,1.00378184890641,-0.603737684066882,-1.47977363331974,-0.36176289709959,0.283601566223708,0.566730368403703,1.17988226731784,-0.0939560019653783,-1.19276782362239,0.144826733533038,1.48225782799925 --1.8002490078899,-0.0140172519319242,-0.211978701829671,-1.18328342736586,-0.155769359026105,1.02324217504597,0.398718639948609,-1.05999997545812,2.53356351251513,-0.39725294226621,-0.536335981346807,-0.712091201126312,0.0407152615338971,-0.0448574195306577,-0.601157430180575,-2.78726910503209,-0.829934080457881,0.169399543367856,0.324313715186713,0.671973993673168,0.633221291528051 -0.0130734876312759,-1.12345693711015,-0.807426834757963,1.30436064564999,0.102029539219952,-0.61368336372382,0.714681527775781,-0.834054416772213,0.937227115109671,2.06237195215405,1.71001581655953,-1.01247511829481,-0.837581001748394,-0.163949397454547,0.728254454825532,0.233535180792583,1.24232236487856,-0.357575236684428,-0.959832680034216,-0.905103312402879,-0.687431711841261 -6.71612579332226,-1.34413012337621,1.32708946559819,-0.771369003769969,0.214813212063851,0.0331849374479642,0.788888438492128,1.01022904907721,-0.46128769625838,0.135246842287741,-0.22702147482208,0.281471196627237,2.2169105708682,1.26995445000924,-0.863707157962616,1.7605292764931,0.504629379886723,0.297709153223685,0.29971187920464,-1.35728902060384,1.19503300083944 --4.57901303716028,-1.52315577106209,-1.95950845899466,-0.718323425514104,1.50148935113156,0.291507311854677,-0.607385609871132,-1.37686705000799,0.480167264431771,-1.31838442477089,-0.429997082889358,0.438305947343101,0.557244225928383,0.736658162225418,0.792314776704894,-0.48617134858417,-0.0621644124047843,-0.224564557126582,1.81100938682646,-0.57453580486757,-0.877050769315928 --5.26569251012417,-0.421968210382174,-0.136104032349869,-0.672663142720806,-0.567393375606879,-0.870023072718604,-0.231740020494913,0.0592751172123598,0.162934625478099,-1.55607109493808,-2.19110261448848,-1.73419169133239,1.23666794891035,0.459619306479954,-0.193007043174064,-0.440093591308248,1.0994622253862,-0.592045440931718,1.73954853377992,-0.0607707716606457,0.546194567344227 --5.38934423287992,1.36092446408098,-0.590202702650643,-1.07510157212533,0.14224115565581,1.28685410575303,-1.42080566096728,-1.61667726548427,0.127905592745964,-0.288394079119669,-0.136117841340864,0.0850555331544592,-1.21368129186335,-0.700274608306791,-1.43657169325515,1.19730264223085,0.71356698217242,0.384590728674626,0.0107500510855367,-0.864186158615275,1.41348772384815 --5.52720527754541,1.75379484533487,-0.623653062470915,-0.987195708788157,-0.146443044501808,-0.0975784675292211,-1.05564965986464,0.547653822257918,-1.35806341051415,-2.39358815810123,-0.0252912470636166,-3.21996150901956,-0.314648483213645,0.249230370241717,-1.14291727797473,0.262087699083731,-0.124198531051026,0.428890496243731,-0.526144322600872,1.39473321662312,1.53814952509474 --1.64404797452397,1.56836473435279,0.185429519776889,0.140859472295169,-0.0816417442655983,-0.369385130681037,0.50119857921373,-2.12894420166803,-1.73369122809131,0.601771464305682,-0.0832678582995147,0.306926179894281,0.382935016504407,1.56030168738144,0.418762087614445,0.356033867529379,0.444432482046649,-2.75323666668491,-0.117707149459002,-0.313102964157005,-0.283531389976223 --1.29014761572269,1.29675556994775,-0.918425195089281,-0.762993297020979,-0.362450253417325,0.932501392092586,0.0335497549961958,0.219569202707994,-0.86827578683434,1.10456240786476,-1.25932230658732,-0.187771456176584,0.585393315254583,-1.41487101429573,1.53048794059336,-0.181125781477516,-1.24637550385194,-0.0231972677192611,1.11471529981054,-0.376217202016102,0.543109720199187 -0.822638352155037,-0.237596251443612,1.4513576093454,-0.662172789583093,-0.582658342764141,0.0153823436977457,-0.103192401393322,-1.40093354846135,-1.26041598759896,-0.145548940873195,0.764394825165622,-0.87640601988171,0.566940821114265,2.08892155410869,1.54555828146374,-0.570599293806724,-0.335816451678325,-0.421720160946611,0.371368011528782,0.862234597988342,0.0314568339556517 -0.833872023577266,-1.22415013568071,-1.32112770651939,1.09869133108091,1.21245797607898,1.28958234318473,1.10925488589761,-0.61592626320728,2.02811371407145,-0.435661331291972,0.601753378485075,0.714392605648585,0.347545568430122,1.19624955465945,0.0984600620110198,-0.839806461863159,-1.31399952247998,-0.256081057090447,-2.02124690418072,-1.08188858063812,-0.0608700698290131 -6.4334582007868,-0.327812680140072,1.26805101113,-0.254196420040666,0.441237912278316,1.59394197183322,0.380040568770832,0.389489844693107,-1.08220509725303,1.07320846239157,0.364591546224517,-0.511009509942367,0.404630643102208,0.478307575968038,-0.262919488027395,-1.64384910216522,0.114808475417508,2.25357312973786,2.31232601827726,0.19683519409988,0.0971053950299654 -3.86412613503596,-2.41245027627225,0.767055438920887,1.00857009051477,0.311702013024487,0.521131618346611,0.390963973762668,1.58638501267359,0.0644894022148443,0.456556940777843,-0.720949941976885,-0.907966589844968,-1.05180280927254,-0.223023582443128,0.503819215877237,0.834690979663141,1.11834692529986,-1.73311402519846,1.32096872103896,-0.175556107578537,0.665800022096306 -0.121879992952631,-0.31379287344339,1.9148791176785,0.0720744912371356,0.140629059405174,0.484630785325152,0.475719932913414,-2.05856956811572,0.850680597150403,-0.884131810230549,-0.65069538050118,-0.310950110362371,0.878644327958687,-0.70776137926122,1.46585875521039,0.592740545808844,1.28500632190351,0.104159258225292,-0.133708052807995,-0.706866446217501,-2.1538380871114 -3.93236927707068,1.65987870464572,1.08128986361518,-1.55378278696545,1.66735980993165,1.83037489593931,-1.4499376679901,-1.52489997961123,-0.553986270209431,0.0304289980691658,-0.0280204747072499,2.9484725112322,-0.397626104620411,0.954172010957172,1.00852494638407,-0.661070797100504,0.0142201680465611,0.383216035663581,-0.573853152672337,-1.1626960914987,0.389103889109919 -1.56417846413184,0.130953100607517,1.18944042456286,-1.7405321082627,-1.34217467007877,0.570806817225236,-0.00489899343690559,-0.696919338949375,1.61963896325745,0.910431431970561,0.439864132308181,1.25998636395179,-0.344020868711162,-0.181187623365896,-0.911404608120032,0.460403785929144,-1.85288689977351,0.447238565608068,1.07379089694211,-0.327778777361406,1.26931561365146 -1.38752302822696,1.09588868268958,1.9145973043844,0.407083462121262,-1.27753124918317,1.03202776995359,0.179427184994413,0.603436027305769,-0.673919501777787,0.347879025324552,-1.3224253728002,0.489249383750847,1.51941103011101,-1.36661589806273,0.354195956801477,1.29166378519573,-2.02168069581832,0.577632691388913,-0.287165580227585,-1.25220881857595,0.827558543464591 --3.27962779139454,0.489340956943913,-0.541364619243498,0.845364581876376,1.31968755158812,-0.2348183200357,-0.234422191758839,-0.316917614729146,0.419769788269379,-0.304702912760273,0.642410672037977,-1.41012288617767,-0.0264905552049432,-1.29401893103107,-2.37438597266576,-0.336296560706529,-0.405208858761342,-0.239191136745674,0.0736524947717978,-0.343245455270213,1.21506364592954 -4.1531297321852,-0.778910295448653,-0.214115230639709,-1.86927134983461,-0.529781708573206,-0.420685639570351,-0.3091509389061,0.606382887670972,0.147350124385024,0.24748741768616,-1.33124162511115,0.178963648945139,0.0359776490683227,0.0260344910115213,0.131378161523641,0.846644763374907,2.38185859606114,0.611502149740135,-0.260133250164248,1.01693063005534,1.79061347283879 --0.866069298939025,1.74355935292935,0.567519388146414,-0.866196439605879,0.330138013532372,-1.22608092050598,0.863097626923438,-1.32501050630169,-0.204192948544169,0.798028056139864,-0.736127332900119,1.1409861615994,-1.24277697575321,1.21935594728275,-0.60577607593826,0.977355691743066,1.13540743092842,-0.453487905579738,-1.43659842472143,-1.17225458542104,0.0295442797349923 -3.09776340313882,-0.0783872853310662,0.448029690705025,0.117462781767086,0.704619820743277,-0.45946407631607,0.406455441001315,-1.18846926485738,-1.01254195136015,-0.416739939037021,-0.590000185993655,-0.16362799186296,-0.0558097884475263,0.0386030320457893,0.0677974471120469,1.10315598906119,0.256658483671973,2.08356743957434,0.828304545791961,1.01172820821391,-0.427550400502076 -7.75744046528453,-0.975553792522548,1.58733760064956,0.130248671189442,-0.334965498231623,0.52708873505137,-0.0406238703855965,1.30032228981314,1.49051159789422,-0.793183280942115,-0.0887871928127067,-0.801307607065625,-0.0120912309042652,2.42473995814832,0.161304658597018,0.0464794752372135,0.520977785942872,1.7778750974668,0.766946884065769,-0.0281306035793061,1.68979768223004 --3.16829239130118,0.0706598247385691,-0.681540997028226,0.457292350054945,0.293556742326135,0.597897710934588,-0.0481691378607128,-1.45068178729328,-1.21895927633915,-1.99783211222141,-0.688875296702558,-0.155208366379945,-1.42200859337442,-1.05160768616676,1.35662798206263,0.330297604256615,1.3659713698202,1.56306192888888,0.907167655229019,-0.480773449228059,-0.419288627772014 -3.24136554246479,-1.5185995288232,-1.07877667813488,0.702420297632927,-0.219302940589398,-0.488016917245417,2.60913887405997,-0.657419064066864,0.0236189647748625,1.51176140238011,1.80610913644724,-0.976310287802604,-0.389604909091545,0.27136542271766,-0.356251342270121,-0.328070421628588,0.0992568979264376,1.35828303321481,0.155359327123011,0.870904739081484,-0.689427808671977 -8.60305546998488,0.863779032791318,1.42178095817987,0.288610956876329,0.298138330243284,-0.357791737219468,1.3530292002356,0.847632698698913,0.26640159489351,1.52602324691732,1.2089680260275,-0.196415917909416,-0.24126860700785,0.994701807673057,0.125831721108142,-0.903077455382033,0.385854875069375,-0.768941104301271,-1.23480904575475,1.12889294252953,1.80797410486263 -1.95261216562896,0.501568385364368,0.111792235123168,0.892588434280479,1.34654088789282,-0.451391331578331,0.152286191977615,0.341749626791376,-0.0685714379524808,-0.205368933908975,-0.653679115170715,-0.23789977505021,-2.03410595846958,0.427989787617761,0.82950972369533,-0.433368385257406,0.295577140058961,0.137777325734059,0.588092307840768,0.00969020213121448,0.469459346259651 --3.76718158831291,-0.354781329646987,0.45232075953986,-0.469293874016519,-0.561221200707346,1.02999568351696,-0.551160360375977,-0.0557970086902429,1.03470922282266,-0.597481730592709,-2.50650243123996,-0.156665547085934,0.35250950086508,1.07974726612686,-1.96926392354912,0.681210604133444,-0.750253469317636,-0.375477006189665,0.897126826588039,-0.957473467481179,-1.07409777929914 -0.327941394420923,-0.48842888759119,0.88226511556746,2.02711188145472,-1.37732397229145,-0.893396069913317,-1.02371443284387,0.956517079304593,0.311274322565552,0.518316030018426,-0.893156654590707,-1.04293154294219,0.537766376450323,-0.213409496935178,-0.339365218838379,-0.983356471634136,-0.0879018908883329,0.739969350032854,1.37577241616861,0.36887593161768,-1.46853700057805 --8.67907475348479,0.936293947292698,-0.546460016800459,0.198183919841996,0.961957497036636,-1.88322707545193,-0.306691456137828,0.546670270925656,0.143772695471904,0.306514584337321,-0.127549675189665,-2.18000072368987,-1.98230450997142,1.24930732491479,0.746931691158831,-0.549920677976255,-0.803679485037117,-0.828625431382006,-1.69599602186655,-1.85752854637288,-1.15492137141014 -7.7763177457581,-1.06240838642214,0.434750363001217,1.17771152714468,0.615104383645517,-0.199193925394245,-0.515817218914327,1.33457346666926,-0.418557505658771,-0.739928111243779,0.0569490269631181,1.20613013074308,0.0716458438187531,-0.675533985629983,0.280715799692414,1.48595237917517,0.290709422165129,1.23685402419637,0.62874045533729,0.792233177332412,-0.329775666313445 --6.68246936901485,-0.983820871704388,-0.913803007260002,-0.476166820832782,-1.97397901584055,-1.76234480252594,-0.47217860876911,-0.888929069735813,0.976048889867793,0.496210536846873,-0.0674527812900558,0.762736948171822,1.8338754749943,-0.0297486924559203,-0.471019146818155,-1.08897235929097,0.0977983820824977,-0.191525871578389,-1.21487098846173,-1.46734580184736,1.06217148520884 --2.61140301410863,0.424247877020078,0.0192534040756925,-0.105872538732298,-1.62908156436892,0.193954872534511,0.0191662044196821,0.851701312814062,-0.951446393778217,0.97105180690801,0.247074867596037,0.697793003418339,-1.39969663095653,0.645905930227642,0.634232028483309,-1.97931068715905,0.0147464761754259,-0.293129094777954,0.30189114510896,0.0809916285668836,-1.72894874309126 -11.6921330319754,-0.451313480552634,0.630685069498483,0.745766594489361,2.15331558158394,-0.46973993760136,2.80193884297078,0.204639394578444,1.05082739207945,0.857021216272727,-0.225838222545512,-1.12180218397993,0.850101350033977,1.62001996396637,1.25949405820435,0.469986290090796,0.436331782810179,-0.539199953075756,-0.916545768036576,0.808244246808631,0.173561777670887 -6.36146712722145,0.925084796723901,-0.520616296704242,-0.915875424547018,-0.117477549971997,-0.632557130480273,0.399279997047513,2.04977320016404,1.2752981341711,-0.315680861523973,-0.355549418463241,-0.653783441293695,-0.781888700463465,1.08096075755393,0.175118481264149,-0.371401876764409,0.976144628254814,1.1217067678964,0.355109132751717,1.48741938174386,1.10655407461481 --9.35134284116126,-0.198620809812313,-0.178219210346847,-0.0886017196285052,-0.433388212586066,-1.72588550898671,-1.12697560216122,-1.23401007592897,-1.03918196159608,-0.34259740510439,-0.35912844879363,-0.637698344136032,1.06787342161588,-0.0876835182109216,-0.843593024208497,0.467462275167115,-1.94396080878653,-1.05793138764931,0.160005317482922,1.77634511305831,-0.890294521476695 --2.95764100864565,1.1948510169004,1.49479606320448,-0.379086796852168,0.133359534766243,-2.046737475693,-1.05469832819332,-0.998382833466187,-0.144574747303243,-0.515517285367364,0.499761789741418,-1.77732698651137,-0.145679787543982,0.194017237303368,1.18861942184297,1.0236878637434,-0.553644599040335,0.543448954037355,1.39901979285945,-2.82905354485186,0.702813533480878 --3.51863675562299,0.495544705180151,-0.454711032225039,-0.217967738915417,-1.19593895878862,0.664635146844814,0.840326995034236,-0.607738472039205,0.0298662042255271,-0.736344327871634,-1.69433853496007,2.33715236192196,0.0144360660149078,-0.260166728999324,-0.77454672554942,-0.222946147478465,-0.348967051958175,-1.70747051209622,1.66699602835085,-0.313343220344243,-1.23239909463893 --2.76979750785878,-2.24515257409297,0.193339472568566,-0.0348135319683161,-0.769050465804043,-1.46687665973945,-0.24801953217526,0.430587693970681,1.64819186086605,-1.21820614311549,0.929977624576896,-0.412102683163145,0.767873961340618,0.783093831469697,0.476350401304007,-0.00509544158686005,-0.528372846672166,-1.11650294189803,0.188888028094956,-0.617700956221893,0.0885184984072184 --4.62260204027492,-1.33537136041822,-0.327338885901635,-1.34322241886862,0.667055166043289,-0.396933969513488,-0.330683903943673,-1.48954779539918,0.980160955155537,1.18411784607481,-1.34923306727677,0.488169857655443,0.458959451367322,-0.997347770154925,-0.597891858584207,0.959055235010329,1.06988838044587,-1.38896526926951,0.0799848354536151,1.02765798831176,-0.0683799166760296 --4.27813138134148,1.28277520617769,-1.32381482780541,-2.21270095933686,0.501777773253682,-0.792452133949246,-0.336712791887936,-0.114048777302622,1.08964297499216,0.63633925991686,-0.0818798476930516,0.357648134975197,-2.15904344659822,-0.506426229635346,0.708965502475103,-0.100508873531459,-0.806656231400562,0.0498938028529227,0.163419735680122,-0.223222727052479,-1.00273245057977 --2.11821300068266,0.690795904173712,0.366251637803032,0.232028728476564,-0.411084940196898,-0.0976856149910243,-1.4929644877326,1.15322995827119,-1.2002078151203,-1.13438786273182,1.01840919458596,-0.210646050575549,-1.25173508785909,-2.15860154300439,1.71976323634737,0.188044164396412,0.919767903675726,-1.8517342248592,-0.00958311976743608,-0.0716533996194391,0.305780171327081 --12.8456999923457,-0.967062667858309,-1.64527055685324,-0.068623882015782,-0.348184449747378,1.88292014203675,-1.35674561363719,0.689487371292442,1.35041235913985,-1.93323475844507,-1.88649114994891,-1.0313746108907,-0.922994281930669,-1.749178007075,-0.225605330936331,-0.0533052006331033,-1.22115341399201,-0.530182633666896,-0.945902592025796,-0.869703364710106,-0.5542776378467 -9.17615614011656,-1.34579368502011,0.118458537204539,-0.402511827461271,-1.44235319095999,0.861071362224092,-0.15502020855696,0.0117109045184971,0.458362568961874,1.43370472116105,1.65073154854856,2.65635386867798,0.950702824916689,0.906810811013839,0.383827204303172,0.412195704708239,0.435424253709097,1.37705130091221,-0.783692897333498,0.245410300735539,1.52569677170761 --0.188772864511916,1.03366538931573,0.334439187257974,0.0445951891853959,-1.31532228907406,-0.424941916804947,-1.84417504496021,-2.05600352914316,1.18164720047117,-1.13671569319262,0.364999297710039,1.19801050100377,-1.47207116123298,1.99170815591971,-0.432730778489885,0.662023959839215,-0.735592010577709,-0.728351030771417,0.603970663500087,0.341503160412493,1.24492995529716 --3.18509902775941,-0.811776459663054,-1.12851767869048,-0.890411705572499,-1.5670083322501,-0.412130400374932,1.70233138216837,1.45457483616852,1.02849772125682,0.394273426005921,-0.715270026090901,0.443407318301155,0.148816220546284,-0.576230508529957,-0.785252515474638,-1.15133155810173,0.372613709339227,-1.32794528004568,-0.496136656621816,0.280740565781103,0.753592096580618 --1.87807371520495,1.80172547861817,0.31844671228102,-0.505429019710237,-0.0379839502518362,0.603479658644093,-0.3624425769384,-0.756115074937568,-0.469083247086219,-0.297066469783411,0.0878459411923307,-0.0701854188181173,0.741298119406734,1.40258569765388,0.987176179231442,-2.25639644343027,0.239338158664669,-1.00105880104505,-0.949058309374212,-0.834850903054621,0.123359281807579 -3.90879170302258,1.77154196037941,-0.714159092973781,1.7056704951844,0.986729413576671,0.969537832394692,-0.483145796732332,-0.432633840999916,0.477167782197213,-0.436115048572595,0.10976738117567,-1.56233316967737,0.582517091366697,1.0011254354711,-0.641849897022908,1.14188305387206,0.889942740151123,-0.072409116472235,-0.448149780296156,-2.29641498489631,-0.0476517594509293 --4.34628981605245,-1.45469136980239,0.869093787128784,-1.00498390375221,0.0887682279767419,1.26319440031969,0.891453434533347,-1.0776305095603,1.14234830183331,-0.122259771572404,-0.446792644586781,-1.71495538043043,0.205792036854045,-0.207368223088594,-1.08039815954165,-1.17213135184375,0.219763450753581,0.952745120539204,-0.0508147942146745,-0.582090703644199,-0.671691066416408 --5.05609403508267,-0.845654312575637,0.357445024426561,-0.881265092128391,0.649402985156024,0.0933807613456561,0.633750716982254,-1.82633626078877,0.649735007967945,-1.20282693601787,-1.78746054420454,0.175612082117834,1.64367497609668,-0.789155674959715,-0.613288858247236,-0.0733428950424801,-0.711568966439914,-0.130943900568746,-0.260553755556198,0.837054319122364,0.273659035369317 --1.98141292199058,-1.25047965932418,1.03409169045593,0.586352304874408,1.0041531803159,-0.328338910990891,1.0311162393575,-0.395749209579305,0.832424286230674,1.93028729384393,0.20205370043834,-1.64038912172846,-0.479613411249901,-0.394784288934619,0.330557263264067,-1.5388514442314,0.0646770269638193,-0.703470787446143,-0.541233886171859,-1.20668317042644,-0.920215121716967 -5.99047738724634,0.667288067904176,-0.428674121955528,-0.228609680405612,-1.36327648813736,0.640087567834773,2.07040146628089,-0.660541304058448,0.240474636303565,-0.148659337903205,-0.0698579914684444,0.626716008217077,0.0844132135432529,0.0389983932266779,0.789222106520905,-0.267986337430045,0.637148804038512,-0.205460144383084,2.31960571443547,2.02861125805363,-0.299394142860766 --11.471122946961,-1.29076968763763,0.886737905740746,-0.723032036068477,0.378462201891169,-1.56763890513998,1.08221020790429,-0.335279644490507,-1.22327030935613,-0.43262855445505,0.752565884157172,-1.33632793094925,-0.809904307519499,-0.794417545573619,-0.40857807447844,-0.412764809624092,-2.16178402100185,-0.492443479306773,1.18022204734768,-0.175388963699333,-1.50099240004533 --0.0926410234474704,-2.03500353846891,-0.039104497670913,1.54861692744869,1.08570873003182,-0.733373877388928,0.00788291297526465,-0.0681453826186127,-0.865614397112777,0.551982163520642,0.708660176574553,-0.039013834484886,-0.472775516315325,-0.621918462308915,0.958371154765135,-0.702352753331256,1.34363380220934,-1.11264060026937,-0.234985561334606,-0.161834271585026,-0.444077894652984 -4.71352321699616,2.02134699449252,2.21343825488099,1.22170047267383,1.90416496596312,0.464676505351671,0.742499703880994,-0.320760895495085,2.83481127111743,-0.90878525400527,-0.422975203638097,1.11203537682268,-0.271737206137429,-0.929138202207952,-0.528952088289047,-1.47772021241624,0.0108157102531137,-0.180819489955097,-1.21151566438512,0.457740014806572,-1.54750338402211 -4.89084675380332,1.00597348761217,-0.231665810253412,-0.389558675591307,1.74849807380343,-0.524174309807538,1.50240079531755,1.24561086231459,0.36413675213877,-0.57776505261841,-1.14067936178294,-1.83988485570537,0.884864538522391,0.285751783210111,1.22131359604679,0.93663318664916,-0.0214407166097822,1.93698213064862,-0.554547058473682,-0.409269512667894,0.00143512476676615 -2.47862227316767,0.817123601225002,-0.984326446957185,1.47200784403425,-0.363644867803162,0.543323390410474,-1.69401234882596,-0.325781983927844,1.27608356749865,0.834868062419581,-0.547164855081325,-1.2253113352931,1.53679287455619,-0.380735800974662,-2.47923064948559,1.40976794385693,-0.812770440859492,2.1071237144338,1.84305055192202,-0.229614873197219,-1.17693799183801 --1.27937795860872,-0.663988283577244,1.42260893030128,0.466068446698971,-0.55721222419907,-0.665844983190264,0.391039211474351,-1.0948843019413,0.871499435325691,-1.43909930346157,0.533299421803882,0.385466080520361,-0.0709487833751806,-0.0649018657403961,-1.542156572643,-0.478180457933977,-0.406118781617959,-0.804398907310505,0.919868663939374,-1.64321445032559,2.67209512514923 --2.56420672783003,-0.0112812312503971,-0.258114873465745,0.0688640952370727,-0.639867880235286,-0.819215193504057,-0.975183736594022,-0.0299693546660921,0.406482390598864,0.898327658166387,-0.417901845278907,0.188802086384443,-1.09793066814627,-0.529608972709832,0.628141512164656,-1.97855640307843,1.93947790884232,0.68048439245976,-0.867688314451236,-0.0906744983838268,-0.686157457507757 -3.62379461159606,0.619677256209794,0.440840840286915,-0.63075507629929,0.920648460498336,1.03966572020062,-0.93442715489599,-2.92707471854024,1.92102882335203,-1.27701107562981,-0.165321428470193,1.43750032686226,0.71673127144894,-0.945173032841758,1.74326518014246,-0.673646846934859,0.645127576548889,0.349558086157776,0.828552162700773,0.9883141367573,-0.97033911156757 --6.65240598334857,-1.2812387419642,0.254285222927145,-0.314682886169193,-0.875668767210956,-1.27665102684003,-0.441448225095081,-1.33619447126238,1.2293616335092,0.266702022756754,-0.955901887500978,-0.565782075185964,-0.284429003868551,-1.77168209301908,0.682352760633452,0.643947376407377,-0.902230020090658,-0.825176905773047,0.333168620904242,-0.865645386592981,1.28993095499541 -0.458475666015346,-0.124261326376048,-0.0256243275722067,-0.125675559676635,3.06491372951977,-1.12015024442532,-0.613304477487561,-0.645714987985478,-0.651378182389672,-0.490461247948287,-1.13550879881208,0.824859012534064,-0.572469747545271,0.279948952035308,-0.423087276024983,0.828256209249847,0.435645084192868,-0.280514296598933,0.48985837476651,-0.11159274875259,1.77355182790128 -6.90334450335363,0.175741654501771,-0.432703499808676,0.932249662369216,0.717411144900472,0.152438736820302,1.31076225229991,-0.00587526975025475,0.967651424680259,-0.24160612926749,0.558691757505413,0.25069830052246,0.129474733897556,0.101106601883839,1.40339096038402,-1.05730762475327,0.563384477705033,0.83977804251487,0.167650889217221,0.575759288709006,-0.0563198450647908 -1.84918613031979,1.69277379447271,0.52600027631277,0.242430953311755,0.404464775697942,1.46460327275586,0.0453260164403864,1.16377646882495,-1.35458294534144,-0.515231794149498,1.18067327788303,-0.846945649166828,0.754257941595696,-0.76513780196542,-0.61390439697054,-1.64091212786766,1.36986382679261,-1.13916237863243,-0.808627810489661,-1.05292546089216,1.02780015944592 -6.70435444232596,0.642132717206933,0.599289803913021,0.0727198562844239,0.178560200605952,-2.14894354731757,1.34553119372189,0.658378075946147,0.157956758619192,0.845518349044299,-0.304519899309771,0.0814468722994449,-0.384999620999204,-1.924976115693,1.36596858065475,1.20216268476909,1.95160656173786,0.581395218294413,0.119151133510463,1.34568625492226,-0.522922581860626 --0.680967043302329,1.28223303234921,-0.096717301058011,-1.96621799912301,2.30196297149163,-1.22040062357773,-1.60174981940618,-0.0135165576703336,0.528592831390708,0.528025754911862,-0.21719178328579,-1.27067299835616,1.54050367545353,2.37677061747221,1.68501997765477,-1.6231247732591,0.175573028895003,0.54854086206869,-1.64779242236349,-0.624040391233144,-0.510881697846946 -3.61418317666215,0.140546973547383,1.84559013441683,0.0510362394887364,0.0817793508146005,-1.26502263478313,1.41260433404214,0.517203474977264,-1.04710473727729,0.281524821894242,-0.323996259936963,-0.134709435920813,1.34897953843009,-0.98867858546942,0.773313681600081,-0.153485459107624,0.179158373981767,0.376942336495686,0.296353511093794,0.589956269007938,0.78523630880071 --0.189789518611823,-1.11250268318057,-0.0247552364333104,-0.868264820779651,0.907153246100526,-0.293232271172812,0.462098947250747,0.626229720517565,-0.991416617164821,-0.752173055114461,0.24837258293995,-2.18355593450396,0.896623468766334,0.367284174071651,1.79494760928518,0.0422440031411182,-0.591877117127689,0.089097861684342,1.12861310137691,-0.157223044799686,-0.210222194246489 --5.94618355648134,-0.339676971961898,0.619210712050782,-0.606568928556716,-1.1924145229178,-0.448079556502768,-1.24604797977748,-0.416071556302263,1.12476669960108,0.268142124871401,-0.567623441629963,-0.31823012324945,0.132985578873343,0.761452886559931,-0.312902862998312,0.884360924119149,-1.84633029549192,-1.33151369850252,-1.05172358845624,-0.204406601333524,-0.229542728594638 -1.04801904158058,-1.66476463926247,-0.244184078681959,0.350375760633149,1.84239117460875,1.78972521131496,0.418329475178345,0.100581731027664,1.19384775266547,0.473882645664065,-0.638366917916948,0.224018172734863,0.502958135634081,0.42124684736722,-0.762869336072675,-1.18291842872486,0.733520255423653,-1.00297879880226,0.631471362753008,-1.10682545750059,-0.571607722703932 -5.73369083232279,0.928851761720271,-0.562201593185268,-0.228216647700098,0.77636134813473,-0.827985906515698,1.46606668125119,-0.294473677402947,1.0764139762673,-1.23498430186616,-0.463444491717033,0.0736386905315061,2.1915178544014,-0.057562885916707,1.29483778237357,-0.536515300121801,0.720658422884833,0.714699290597285,0.149856575573286,0.514769573391781,-0.22103075704542 -7.14011439680228,1.41682683471578,0.184913628295053,0.397819427546517,-0.351277889270701,2.43931507568138,2.19577483447758,0.426571830290072,1.02113515000997,0.263493995602115,-0.286061086043334,0.265312998578605,0.0766844464314015,0.336562401725448,0.0461002415212192,0.888495966299139,-0.824694410755436,0.70399076714616,-0.323297383808216,-0.838295935308137,-1.27731816463946 --2.54937815616049,-0.0627207776270142,-0.430746730026344,0.45812541121435,-0.498288458802014,0.521337237002965,-1.04642083164276,0.578086104612786,-1.54818565228043,0.168130131312605,1.0721033003857,-0.381592684014323,-1.12978600199649,0.71387895505076,0.433189461722577,-1.08469113080654,-0.468932260463151,-0.916889871890562,0.696327917531065,-0.490105290284811,0.900481079990405 -5.75692091732609,-0.980902336097871,1.47872075496406,0.0996129497645784,1.27878105931081,-1.08126307549342,-1.37612263621803,0.917656774121677,0.842774246549828,0.70790926397783,1.33094851329199,0.487500882920831,0.575946042120481,0.672503987938257,1.11079800678506,0.56694293944265,-0.65988192113635,-1.01836379874451,-0.832091411094402,0.595514172327699,-0.209886130610592 -10.6475190093816,1.08715025123701,1.85765082665891,1.16678391778399,-1.38441981752155,-0.694468534033047,1.22356518853843,1.90051899824785,2.1869548821535,0.235160328220811,-0.241625726110018,0.651183966619562,-0.676161381103214,-0.173477185937909,0.895742972409364,0.780966882181856,0.887829948655294,0.32080406323742,-1.24041611448244,0.628497037652952,0.123059546384154 --8.2098937496275,0.139327026560686,-1.86511941615694,0.0248891266929365,-1.00774077891067,-0.143766969922921,-2.75149727047145,-0.55326481931688,0.4451621040123,2.21586116711812,0.638446207538191,-0.955155204990008,-0.410125381262184,-0.0527059804978038,0.90859287987359,-1.34974369379231,2.21356342597977,-0.742531759492985,-1.71660828087243,-2.15221009040606,-1.09137616877465 --8.38183464575114,-0.386272097673785,-1.13160793377049,-0.34364473713606,0.04756400226619,-0.323208453897595,-0.599611599632888,-0.531839779386512,0.00604248449823728,-1.46610060092252,0.466308519764164,-0.341728854796649,0.293019921825241,0.557675922012771,-0.691702202680656,-0.592901317419827,-0.303126125644191,-1.37666757531086,-0.232291001228196,0.237459037405367,-0.930748629120402 -2.00210159791431,1.12358542318002,0.990458223297773,-0.653238104333466,-0.197681860686288,0.890053091416067,-0.505683289084963,0.582571964861496,0.501741643197655,1.30201573265845,-1.00888025350956,0.369234109888366,0.426988489757357,-0.161751188060677,0.726633061674286,0.376780096600245,-0.674528016800266,1.80618236697344,-0.502307165566873,-0.378056301044181,-2.89335620396186 --3.23945026100243,-0.759845657357593,-0.475466711222108,0.94196355080958,1.23792281209589,0.965310588413688,-1.82244523955037,1.35341543417212,-0.172524929485738,0.713556713623106,-0.920518580670682,-0.684357001056907,0.23471680341626,1.02823024836522,0.0732103204547015,-0.699927064254107,-0.195838956762259,-0.90165747561123,-1.2013795191378,-2.74708517510359,-0.196163002395301 -4.33252931497461,1.14895910322903,1.3722378977286,0.546678032041046,0.0242202885128769,-0.579230395993415,0.128427202564877,1.13412579071387,-0.927707380548335,1.73688429507867,0.313568338693751,0.470128954645049,-1.19651218480939,0.954357748619204,0.173383766720779,0.797272792276479,-0.189929208830842,0.877086733612597,-1.35086012060235,0.665591248099257,-2.03470394847721 --7.06436988143216,-0.84247625893675,1.03763472939487,-0.370035353278204,-0.0238947721035738,-1.30781089226045,-1.92707963906261,-1.41248138753355,0.487900240645925,2.03006407710189,-0.290908844399823,-0.280031895788258,-2.20605734150554,1.16420073611149,-0.277744287307774,0.30348480921934,0.0322437985542587,-0.518335979043854,-1.42023478859125,-0.0659069359291302,-0.303722841319884 -4.99869213352882,0.391413340392769,-0.193235628212477,-1.72814347719223,0.109017257898654,0.728696301388311,-1.04475525979057,0.510800603012287,1.19773433606334,-0.677932171747654,-0.987923577636251,1.47148497118935,0.960661554133905,1.97295947504238,0.343856751719467,0.255980787487055,-0.105355765667401,0.137594484231318,0.378873002064691,-0.881471399030352,-0.0105102449739891 -1.8810415702255,0.891377242318638,-1.94576833460214,1.66435045463226,0.214871101178809,0.88842189046888,-1.09026896468121,1.50127935723202,-0.0537305401772565,-0.244416858744444,-0.843733491895249,0.70309114405604,-0.98075040959522,0.4967763666651,-0.351773823382707,0.755297539266574,-0.246029010279772,1.28704748893714,-0.473599046152099,-0.363355304119895,-0.807446231586376 --9.27437458394179,-1.33525871255432,0.766155366991906,0.751800802546943,0.533914817816406,-0.0874506282863904,-1.81989930940121,-1.3573579710789,-0.258443835385873,0.415525135191042,-0.525378778255809,-0.95826954260907,-0.779190713580547,0.0418214387211179,-1.91719278726362,-0.897012311116483,-0.648161445758246,2.40789065725418,-0.565665173330196,-0.886683680311549,0.142103842313791 -2.05145738475011,0.398123477834933,-0.243059696670027,1.70618676768859,0.684583789167904,-1.83679173573336,0.225809107647858,0.381612368947581,-0.566986809326778,0.234420384881754,-1.5529674520652,0.190568738461821,-0.916589236767887,-0.409769533008129,0.800281282206412,0.795441841624658,-0.282376144103334,1.04118105642287,1.89360140042972,0.300227178972832,0.0919331658123558 -1.77366394455747,-0.111586802948826,-0.682643901964241,0.775424848179927,-2.09935592120254,0.781318046127751,0.785780667523646,-0.313415360162963,1.57664724723827,-0.506179938684201,-0.760875013311226,-0.339558239405074,-0.801105041936702,-1.17664745184839,0.863443791967902,1.05056905270225,1.57711886676148,1.11636304288884,0.325923727352453,-0.809741544369978,0.314085850102176 --0.0918961440098596,0.675743916642286,0.365844012600691,1.9144779644883,-1.61080779378712,-0.00724017633830088,-0.436161023599671,-1.64560100954216,0.394366939962853,-1.70015449999496,0.707447842005254,-0.896323421733867,0.151435101277455,1.55690429080503,-0.895933133438176,-0.619932776442953,0.143120506218686,0.105190155468801,2.49251812483775,0.219666778792206,0.404633167262613 --1.50827827288749,-0.788597935379218,0.676177234051686,-1.48950787224405,-0.168842112213346,0.624355452485175,-0.937239297652986,-0.328100250233419,-1.34668932501557,-0.473674172250171,-1.375795412653,-0.145641605938871,1.25822981589272,-0.219718034386945,0.911727806444925,0.729666623057724,-0.183997341687296,1.16524717041903,0.417299827549635,-1.35680529728671,0.462721900727027 -11.2435431169487,-0.0869863340574937,-0.837650766069371,1.06033913651912,2.35479042613354,0.00537593916583244,1.09642556006032,0.195818998693453,-0.0134071707085031,-0.0853920262616101,0.42874616908586,1.57597771219175,1.54594430098565,-0.959390429147294,0.529635045545906,0.865988657928891,-0.82710696124172,0.375063252309358,-0.399507357070316,0.562138145492285,2.00202973269204 --8.9239766663984,1.38228400775579,-1.00494903908104,-1.39437300811481,0.459885833997619,-0.877772251692531,-0.0258092233145255,-0.141845446653141,-1.9690549857017,-1.059734686578,-1.15282582838421,-0.174348551067821,-1.00403169120909,-0.715682710558608,1.05799331808048,-0.239042519347009,-1.42605302504186,0.110015976119797,-0.958441361152448,1.38066702334406,-1.25309997754414 --2.54461451205951,0.168490163808026,-1.69035840866592,-1.69883711428648,-0.772310060333651,-1.0219984438496,1.00546672692597,1.80379706099342,-0.185827659043565,1.09328999709385,-0.316870623289927,0.533219259761544,-1.87275923064102,0.553094339310469,-0.0308231044066373,-0.540019170224608,1.85999345285292,-0.00403125968468361,1.4758781996452,1.10616680731642,-2.16967594540866 -5.27554752589007,0.823190948275118,-0.721143867817049,0.527477832987935,0.249836306957168,0.42096193334514,-0.573849389731527,0.74869036542885,1.31997732500854,0.158745997460837,0.985977575605024,0.094078767088756,1.27086541083538,1.38874182011868,1.32493423333186,0.392889876799458,-0.65688903487771,-0.531603024010531,-0.755700357017502,0.955515610078179,-1.74814632235149 --1.20716035867825,-0.220894597616442,-0.58664809191701,1.46322239005867,-0.412580921381925,-0.416487975773836,-0.475322967367387,-1.41841789353502,-1.75341319552259,0.134487951661311,-0.137523525436724,-0.476548449224165,0.708618175402485,0.611348086448631,-1.05417682422508,0.469617531525105,1.30036686491895,-0.25678254471984,0.439328596980752,2.42227678981259,-0.346236121170986 -1.31730396235557,-1.02939165471471,-0.0286025689382218,-1.0516137919364,1.27096999387977,1.18779607982923,0.986185375765976,0.277097464196612,-0.839596155584262,-0.700478051110507,1.14027172184135,0.563643126808517,-0.888550218114138,-0.651409881837344,0.854286457612284,0.27755756401243,0.200367611277397,-0.67682945150979,0.831593753068371,1.30999872299747,-0.132858005634343 --9.66005658863408,-0.0109256908471287,-1.31097374013788,-0.56679089447821,0.530066684936025,0.738902834828851,0.624743116036491,-1.53714828357923,-0.474350778689639,-1.78545353171198,-1.47170604002554,1.15314157997467,-1.38210623043023,0.904767499484429,-0.562802636516278,-0.290107392496852,0.407654193521863,0.119905718719134,-2.17323793805238,-1.35465259580748,-1.26907984764041 --2.65834538929577,-1.22499115544077,0.00606017241698073,0.0789801348918116,-1.4544370365755,-1.34685194537705,-0.202104353930308,0.355101121057404,0.157479140255481,-1.13006514695273,-0.674957723755824,-0.464138032223537,-0.0657950359226946,0.965342943855044,-0.090633723173096,-0.20267895902764,1.15442163320993,0.682515471056176,1.80246567557576,-0.599624851083075,-0.278533025325331 -6.26259688773593,-2.59611138844997,1.1135666081592,0.478832024558657,1.45661155594914,-1.8151569568023,-0.084497861782442,1.41769883555954,0.623816244668489,-0.184095422275096,0.359068967258432,-1.19482955308976,-0.287811227787587,1.55509897528858,-0.623420664589131,1.14981798381312,0.901945764732797,0.497870511578627,-1.21748540985802,1.06189292761949,1.42701536228869 -5.42738590632865,1.16912259199149,1.33277442736216,0.553388836372553,-1.65663727504234,-1.08028312349596,-0.416778758501582,0.720075950266285,0.299504068406378,-0.0154430423757416,-0.805057585568762,-0.302256652493085,1.73371564804694,0.260201829619685,-0.420561370009711,0.26940617107253,0.182185165076395,1.24351410554714,0.115105862831953,1.06329540717071,-0.986298194003627 --7.17659799304121,-1.08690881697743,-0.132455468743263,0.939757707465501,0.371018133641312,-1.50937556867155,-0.829516208894794,-1.61594591742908,-0.443414636893326,0.374587072536058,1.10084483870988,-1.84928086540425,-0.816373165679594,-0.639988575261232,-0.0784016719960543,-1.83901918873578,0.336128739043652,-0.139785200361468,1.34715523772405,0.797848931690763,0.4466631309121 -5.41815191450954,-1.82608301264641,-0.305739028031809,1.85226494904152,1.19391927953261,0.583236657069488,-0.394759728749791,0.449186505582981,-0.263877084695314,-0.59400398972402,1.01259813734117,1.68736089725891,0.470556236710271,0.274224677331375,-0.104274047120873,-0.0743334916816347,-0.494447785161494,0.346921739439044,1.85091718396927,1.32688970229056,-1.46696998295617 -13.9179914930654,0.995281807292567,0.477307252254108,0.990492991315746,-0.0103752891228096,0.234483672049898,-0.489645460477308,3.04558297756302,0.677726061116973,-0.0811159231893078,0.35431453204924,0.872365675582966,0.958350318011094,1.36196900231882,-0.525318239520963,1.3212465217584,0.827457808162347,1.02286749558637,0.658081353556735,1.25563602509378,0.586158470937495 -5.38096231170759,-0.0118617814307389,0.28996300282275,-1.10890953494569,1.30465572418037,-0.624421848560787,1.21184047734256,-0.660648423592902,1.13503429678454,0.714908422574137,0.459573744578593,0.273865863554448,-0.692595884892152,0.17809126733521,0.720268857231737,-0.712360954390899,0.0512764831849137,0.513061012361913,0.0557912265033817,1.18753264707213,0.568962331242257 --0.195343893512623,-0.599628394751609,-0.438984721034638,0.0827216880665359,0.7913098986684,1.17193847070328,0.336514969290638,1.68884008208063,-2.3055872153574,-0.237531911029427,-1.20774813826878,0.176324079720373,-1.06673163167468,0.559966415186364,1.09506540256608,-1.39335583747806,0.787041645961139,1.07558915684982,0.633449475023644,-0.93427800487167,0.541576599227082 -6.529400383925,-0.177947986602105,-0.728319781586181,-0.332564909355525,0.821867237299827,-1.34968916272248,1.17276673221526,1.21131750591078,-0.701250870589713,0.668991293550112,1.10392533703618,0.684233516330722,0.567450139006303,0.384192664982927,0.43304997016253,-0.378414317225897,0.68476378363584,1.58513447374521,-0.216288839103136,0.929249869414576,-0.613732199187597 -7.55583900818757,-0.425981341802302,1.16352726279154,0.334966367270891,1.01394631602083,0.155775984149028,-0.674075723541453,-1.15844731228668,1.34656259038263,0.808377861446439,1.1007655077732,0.547913676285556,0.312560867312605,0.807141931211354,2.75162761414787,0.182114419268088,-0.725982149623434,0.933715167666843,0.355211926717546,-1.04641642117303,-0.987732183385313 --4.02441005571323,0.996658776455071,0.409158220088025,0.238707348916921,0.462121654856819,1.20929467419938,-0.783747143124736,-0.598941914338506,-0.579278863695972,-0.863911589716485,-0.405463997139336,0.0175032346479276,-0.79820784420311,-0.598034388783117,-1.84300353739811,0.590074365834047,-1.11399997580266,-0.653240564261628,0.977012454780393,-1.97255573097856,0.313480708516577 --2.70324547190297,0.727660708501531,-0.224472545419336,-0.482224227948081,-0.514435902861873,-1.70899438149468,-0.351102834816198,-0.432731394291802,0.35617622575885,0.727440553357339,-0.99927122476307,-0.380105286586472,-0.256563436260044,-0.323439425844356,-0.374122369501002,-0.462041022526286,1.04995912747685,-0.0822071360930887,0.676325831666072,0.289092215318065,0.271088382850076 -2.81284556379359,-1.72663059586351,0.0624867677298609,-0.825846848525002,-0.333521768201101,1.1245627807504,-0.8626943807059,0.213446521483697,0.184703739381085,1.05270237029718,-1.73732246934381,-0.701248459779246,0.812013091952918,1.35654256861261,1.76392510983781,-0.336267870410238,1.12162413813158,-0.252262497231908,-0.1731099671577,0.867391542479138,0.453362415697443 --6.91944184760674,0.35339849564175,-3.00081398325058,-1.57526183283486,0.0257597893306184,0.66025687382789,0.44867834742764,2.09145156054549,0.174695087879839,0.198807582004474,-0.332061544606236,-0.388713834828786,-1.65620816151509,-1.01006962905689,-0.028059185823231,-1.65155886229929,-0.893586304529466,0.117092440678143,-0.89528286117538,0.83266692576276,-0.323153553017293 --3.12791329969146,0.726813665899557,-0.885902246851058,-0.0649567571778849,-0.843719577617925,-0.739237351574542,-1.69401983527324,0.614670351043271,-0.342063752478011,-0.230637863305018,-2.1174043040237,-1.53590144454984,0.105135211236811,0.64618546153822,0.132846547817402,0.753666978280677,0.975614968173763,-1.11444133952344,0.576353594286107,0.0700279272332987,0.912705454189257 --4.98976767325303,0.668260975976705,-0.755593033298725,-1.43093757847043,1.68633360012853,-1.25847145303477,-1.01453501820721,0.399730287360203,-0.926982846607436,0.799187743655634,0.057300782579602,0.629634061725715,-2.50729954123271,-1.21369999861159,-1.88367698173914,1.78086934352515,-0.738968732840487,1.00167356697662,0.451486892834382,-0.399664400545794,-0.642056124414839 --0.985373710895117,-2.42431730928421,1.63942298097489,0.64134378370092,0.322732795045281,-0.807217129051908,0.699368010279442,-0.707187620900398,-1.59945242379749,-0.283611045895712,-0.812490088367413,-0.553856158173066,0.82231349812662,-0.411806692949025,-1.12388151655669,2.08655116713013,-0.37336221803433,1.2831056559138,0.869168319496186,-0.300194657361992,-0.472335494858041 --5.45526116379812,-0.235357425015276,-0.260710239101394,-0.788779362877182,-1.22491617137481,1.4656455178552,-0.586845997736682,1.30007840936519,-0.760090477599894,0.593950110752509,-1.27825906244161,-1.7648405435814,-0.389295940638835,-1.04398682974489,0.0596305431543764,-0.266182440208786,-0.149563999686152,0.65457897753881,0.572730905651306,0.0485292921872655,-1.95278533742455 --1.57684731834274,1.97963332091796,-0.531885355815397,1.53530414725821,0.331760509718922,-1.08480239052548,0.992924246036406,-0.129520096806189,0.931934920349456,0.377982035448177,-2.29067221748418,1.1164306897902,0.0508064073171338,-3.08077616496297,-0.978961809487587,-1.79548816946171,1.76120514808206,0.379534791855378,0.0249557657653003,-0.840705218349496,-0.64318555317575 --4.73671710853539,0.796794538639531,0.913139181887901,-0.0522258472939201,-0.766550483234492,-0.121942760209221,-0.21354012433291,-0.954173776879037,0.251036321648561,-0.0964646963040997,0.146322205831349,-1.49157288462355,0.0337357273175339,-0.405535865309227,-0.808887302306202,0.544275631583238,-0.908175315740206,-0.0772738486138809,-0.478797226363231,-0.331600138509834,-0.778221179443123 --9.80396877590855,-1.70927618064586,0.418777267855922,-1.14091002809932,-0.751041480888112,-0.801442273890392,-0.0314157118939281,-1.21173686990071,-0.176865082838306,-1.09949376215832,-0.583539196116901,-2.07189012872338,-0.109759111521336,0.205468299169734,-0.228991432480982,-0.193814851449523,-1.08779689651642,-0.0652797128448594,-0.341830576768656,-0.158490236412335,1.20607524292938 --7.96682418966386,-1.66366871188344,0.0400330230001324,-0.0409175940649051,0.115533181034856,0.0730488499209567,-0.939000056892653,0.365289803474516,-0.492617543910132,0.669482088669626,-0.158938353518787,0.592111176722336,1.43956825234518,-1.15681559281843,-1.87447285003035,-1.46686398594172,2.17953058593906,-0.299096599848273,-0.601314983193299,-0.83813656481592,-1.94332703941398 -1.22978063048086,0.49110955231555,2.47047234518052,0.941928288323555,-0.221032640807598,-0.738157347483835,-0.382390561853187,0.556229815963764,-1.58924092792833,-1.52296445286719,0.824935517579633,-0.441315675742838,0.657206539486256,0.0394630314793555,0.188131269755801,-0.267189049766009,-1.13492970932471,-0.0655554699992532,0.0221806075129538,0.870551949710015,0.70366921963957 -2.17629202988025,-0.174055485572285,2.08481155321195,-0.39090358599412,-1.00228171226028,0.106413454967073,-1.13811035315146,1.34437427392656,1.49487823508499,-0.630367083893997,-2.23061635725906,-0.588053432106519,2.52053258352582,-0.097311787273591,0.104573714365911,-2.05034728571773,3.45606441280902,-1.35602196792921,0.639097441932026,0.817276106293077,-0.279284549678504 -8.89067536093295,0.961290563877483,0.740644467613081,0.805113322065817,-0.0124997343394818,-1.02323967503588,1.10150328331566,0.117890225316306,0.232702943111348,0.174975225231572,-2.83481026529009,1.41018228914824,2.15256360093055,2.60231945646453,-0.711895036782646,1.70991979623358,-0.427876064972339,0.585693487839863,1.07231931541918,-0.0598299958746668,-0.295315409756286 --3.22668812426754,0.293826661677307,-0.429351545191062,0.341722255947162,-0.157019643532689,-0.171290174063118,0.798182984103847,0.185074096383261,0.822005019038522,-0.225301525872901,-0.994170022286878,0.352123432371342,-0.679702318960101,-0.12010915197628,-0.439563235269314,-1.53290623825322,0.265066912936304,0.0881114049731512,-1.00367926665836,-0.089360148306205,-1.14854638044838 -1.82032619313305,0.0809993635091707,0.189237798224729,-0.477359396305447,-0.642880040437065,-0.709325233559888,-0.383805619318451,-0.838322670456446,1.39402571934658,0.349239241669775,1.25586677335196,0.400280650527414,-0.774111277120394,0.594970693181878,-2.46786959927504,1.24669910557926,1.27528632262639,-0.117641830393844,0.542184556644724,0.190610852984418,0.293893781230026 -3.77375674483679,0.183661842799281,-0.541921482624024,-0.249844298971161,1.11946939799123,1.12688626362376,1.35401247635653,-0.906673585480971,-0.317761478380764,0.723418929184466,2.04075903593402,-0.89310309465078,-0.923690491217253,-1.80806904896295,-1.09214122918873,0.865888707578586,0.889664804883668,2.32510902781078,-0.129824185227467,-0.105069925393112,0.485675000645533 -0.153813462337582,0.16625503539133,-2.11941973829706,0.199067862260032,-0.828769485265788,0.0111472617748968,1.56030628509762,0.635812582151351,0.513848950665184,-0.702423712285856,0.0551403806805084,-0.528654398463063,-0.0737027170420568,1.0531528893954,2.2100433985398,1.29816558123965,-0.278984305804911,-0.774215948735186,-1.62124605862013,0.74308949299326,-0.630861352054546 --0.722380273422971,-1.26959906621425,-0.164193422517024,-0.951741060296996,0.921747794570686,0.840580259047705,-2.43144557921128,-1.560088854402,0.100866550283238,0.546074366384262,0.931104931793583,-0.660471561553556,0.356296920776086,0.867585079407078,-1.89072728395777,1.55378388851034,1.43074812569528,2.35333014707484,-0.205325071052958,-0.244702358319962,-1.97162970546005 -7.70217851582168,2.34949332061946,-0.349212773121939,-2.01925614069937,1.10360856763014,-0.567686388899238,0.500061702598006,0.846528438440556,0.110561681954346,1.84375908617082,0.386463811945786,-0.680996279711848,1.4461410017464,-0.651773748237086,1.56308376159024,0.15103244229741,-0.374622077248273,-0.350875942398044,1.23806172947428,-0.401661323542282,0.321556047769753 -3.08593344181833,-1.41200540742533,0.24090913973781,0.750753203231269,0.658785826842576,1.85158935059479,-0.268273975039712,-0.163074923295033,-0.0324679583054839,0.177636655616198,1.16597913903299,-1.02873419050869,1.96026645964265,-0.364277021634167,-0.225769494384352,-0.578875490401261,-0.450612938392538,-0.999203033252713,0.322434148626579,0.112498395710069,0.698376946254523 --2.03715457857861,-0.0169614927822389,0.516667271779334,0.435808775346681,-1.39644129283183,-0.500991422804305,0.455296803369106,-0.653899292500472,-0.523285214687629,0.898412646243323,-0.71877541679931,0.442770089227473,-0.244076817678269,-0.334316258775075,-0.116985757339647,-0.820230370188003,-0.101367705670338,-0.928255767837018,0.188223476848233,0.407443849705174,1.44228647772375 -0.656873203187411,-0.544319352621665,1.10769222419312,-0.674335557795497,0.378412448607156,1.38597446952309,-0.424309998613868,1.82100112864308,-2.2595386432327,-0.759653453071123,0.222498646459738,1.91809961336592,0.997476270154981,-0.308480464047418,-0.420618688826336,-1.17347819894328,-0.595479904184434,0.865788943381092,-0.478736490545537,0.0686819821243616,-0.0352576606126403 -2.34791805177938,1.80011233335541,-0.867301691706294,0.41100227820106,0.151167779786433,1.377555520569,1.93430025044771,-2.49651566036465,0.344965437301913,-0.429619533509602,0.283567298062979,0.692249797625943,0.0650230298550672,-0.199994076042016,-0.398563526475609,1.51432982321682,-1.20987276142582,-0.67812700612648,-0.103504857984156,-0.0473133157198018,0.410035804138781 --2.79666928651297,1.01144017617923,0.00114594753983068,1.20837000886014,1.27991260126855,-1.20852306648892,-1.42316981507797,-0.698893351983427,-0.793645268017412,-1.58967602299845,-0.306009688927373,-1.90068635566697,1.02774419896561,-0.375418883362596,0.225975482779506,0.661926189279954,0.297131582089352,-0.427282534214361,0.534834475068012,0.968786355784046,-0.708388337764032 -3.2915329104636,-0.563716555906629,0.405472090331137,-0.919362660936298,0.387355967102351,-0.394440992752885,2.88441227528189,1.63111469446979,1.48122783816572,-1.57024140306398,-0.35315892100194,-0.96860513527662,0.665145107642731,1.18183210131678,-2.08595377586287,-1.26076906033474,-0.0847373231645289,0.355988718033963,1.10749318042701,1.13906971861674,-0.108044184210018 --1.01108110031095,0.205420795375023,-0.395417679014392,0.791448464650339,0.474345605796248,0.778956427869901,-0.853211077232565,0.551071723334626,-0.662616535759193,1.77454812412622,-0.114118363123427,-1.63458738722971,-1.41328549254085,0.778458372403879,1.16527579207013,0.591730114449496,-0.862717241874143,-1.37474771372634,-0.598773394462798,0.461538030620981,-0.962309313866679 -2.23870125098609,1.16546195019875,-1.12400054108384,-0.207922573811075,0.467441042355816,-1.19826723117409,0.808019748844329,-0.139281528644217,0.323595769707703,-0.382368347683045,2.35807756298339,0.272308469142898,-0.548938564552583,-1.04510628542302,-0.395112168220941,0.918690504529962,0.641776134264686,0.058187940305552,1.23595077242402,0.708131023561569,-1.81364473968174 -2.72574492592673,2.2363228395069,-0.48412614406775,0.546813192748372,1.4682648176223,-1.95127882545907,-1.28851416306756,-0.298360794389321,0.680888563870651,-0.337893121786534,-2.1879720906869,0.908197628800564,0.582775276394533,0.544646488024555,0.882252834498311,-0.0135452057208042,0.690392898942561,-0.330824682902797,1.05011850586599,-0.368408091875713,0.637076085299642 -6.43884489482158,0.302265076168852,-0.441912882784146,-0.369522239280974,-0.828443992146189,1.53473767747478,0.629565135360757,1.47821208966004,-0.858858189975565,1.36284323606394,0.578202659945229,0.97740040225532,-0.0367931513330865,-0.567687852652456,0.0575014456594337,0.378751293145928,0.303540211178419,-0.193080942818105,-0.334773771749908,-0.000245219182712868,0.821029934175757 --5.27040155143885,-1.04250660223103,-0.184042246853947,-0.453860134428724,-1.29545528439457,-0.0442509119750862,-0.255903219747816,0.504406166709182,0.537802480251883,0.81429200719248,-3.19951134796122,-0.852597914078532,0.2219162123154,-0.35492804656194,1.6705862819776,-1.06846909695536,0.490401894029332,-1.77709227661525,0.808178586918648,-1.14870231631,1.67138870906363 --9.31793530513568,-0.983542313495811,-0.680634697914319,-4.30278143637694,-0.192938667004242,0.178196692021523,-1.69197298123832,0.11267609875268,0.983426640076549,-1.86974517536434,0.407197347210138,-0.56598705664915,-1.64899429404912,0.169384878570134,0.55161179373935,0.497500443121516,-0.466925995907462,-0.103709698538857,1.01070857719349,-0.0893348803222202,-0.894945698263078 -3.52946472332482,2.00571858043419,-0.664689990234276,-0.800341089597993,1.22295823810785,1.07389548508937,0.658961621722408,-1.52898417851716,-0.0943383386983459,-0.167058183451539,0.283447571153515,-0.122562428264695,0.167064177804624,1.68748639637664,-0.808542866177486,-0.0254657802439861,0.348909414395292,-0.91112720323355,0.397567491733904,-1.28172765787124,0.760151100054381 --5.45604124543947,-2.07057148385748,0.117962561202882,-0.261200181037156,1.22218013700779,0.503040920012691,-0.906203298424056,-0.243582161611554,-0.718759866161736,-1.95401648157433,0.927174783951619,-0.421189216397376,-0.242564432279248,0.0937447979806988,1.03193238045797,-0.679475933689612,-1.70939220155946,-0.352339759333069,1.26556158906471,-0.832138161470575,-0.554594989260659 -5.26785664464019,3.05574236888186,-0.176047122247132,-1.34820461223687,-0.0527634121980788,1.61242953713267,-0.0606990725876941,0.360882043926573,-0.472632150573923,-0.485986683015405,-0.968067108674218,0.494262540073095,0.555303239797502,-1.38877710559459,0.387258428549869,0.34612365732922,-0.0340253594327996,-0.13121480016004,0.823094936952005,2.69755894380866,0.200794411617485 --6.52973144666899,-0.2613505940873,-1.75545020642502,-0.806227479425844,-1.42000396928464,-1.5333649076322,-0.835330429232536,2.54601412757216,1.04215852217249,-0.869647550655968,-0.00626175329680514,1.14046877130375,-3.73260841775389,0.198221273002067,0.135091348460825,0.978655201048649,0.365472913348587,-0.814470452890099,-0.828874671676261,0.760655891895206,0.0108874729126835 --4.42738523536462,-0.45439325911372,1.42755345652322,-1.98779448789486,-0.381922924889021,-1.64465583249179,-0.146216130211554,2.84375020069966,-0.0650973498975682,-0.699775626962128,-0.608121965083433,0.289015032932741,0.289159243523476,-1.30518119761279,1.01485174191493,-0.450302419794657,-0.175065046849854,-0.321795269508857,-2.01078429937465,0.551968691814718,-1.11584284524163 --6.91004148880466,0.157560555463951,-0.0598161403107058,-0.939007228488514,1.38273023285016,-2.06396126621861,1.26413891375497,1.51036072421608,-1.80592460715777,-0.00462551604028061,-1.54503778918478,-1.20876288937702,-0.520781749455181,-0.441414159701325,-0.161598509396327,-1.42710458510058,1.77342586991956,-0.758932721795087,-1.12374062398827,-0.689734809983673,0.485606725633279 -1.25294302201357,0.933388727865257,0.563547672307407,1.04705565265112,-0.0126752363406452,0.70378060209993,0.180229472517454,0.201341911094483,-0.762163441246985,-0.621654232266068,1.07638648228631,-1.97696734860467,0.0159572845060582,0.996016288683613,0.671164545407174,-1.3329780743847,0.127964583986638,0.222657226065552,-0.411643118849638,-0.105266650466652,-0.466796141261022 --6.65795028514814,0.302828275834352,-0.568976439269015,0.846247928673231,-0.97005852993262,-0.945087439184765,-2.27017809628905,0.652423907522106,-1.17993229579327,0.921649552802219,-0.875896349091581,0.151896974777752,-1.02455562220724,-0.218055656566652,-0.115155288438358,-0.39878634874268,1.19287473215472,-0.866129308262214,-0.299098158793566,0.747729748478678,-1.05774228099519 -3.50103078528856,-1.95615022247248,-0.663805461809141,0.37420177532358,1.40786421149839,1.45189235590535,-0.694272827899665,-0.761462091733083,0.828948260213657,0.428669934467909,0.0902347967979208,0.917763001850541,1.19304630834964,-0.0656042056904954,0.63110420465414,0.102107559411896,0.497862074762751,0.179218733981268,0.6623107386334,-0.241713670154773,0.216689854310089 -1.33718023362957,0.353536709469366,0.0626206053229235,-0.383609310229454,2.45767345518126,0.590580556520923,-0.750547554747373,-2.1413719108638,-0.712195902589872,1.37497649164317,0.603754001162596,0.129082070325059,0.0253849177211884,-2.13618565910324,0.0314007880110683,0.286682702372626,-0.345905287452291,-0.962485591724307,1.54007782751756,-1.56700508288692,1.34680332045027 --6.30502018907461,0.450424513742423,1.84185277091055,0.226782032155762,-0.73172018736398,0.274671275925495,-1.91448144858091,-1.31061653290094,-1.67202217908364,1.4252960016298,-0.193442514708297,-1.32224886268412,-1.20133424315435,-1.24159046205957,-0.481225784405282,0.614116965711893,-1.16821418940597,0.852422383312355,0.96843086993596,-1.02984228452396,0.526318613892105 --3.8859968963351,0.659550870534498,0.3245250363177,0.544812155614076,0.702099926315612,0.293310293246618,-0.550300407764917,0.771800653004096,-1.01471626374305,1.10771915680268,-0.0277765662072281,-0.565403487611577,-0.0623931412815518,-0.632703935435601,-1.19622720684817,-0.162185754133555,-1.35572342189924,-0.658528328315989,-0.0521911789152803,-1.73034325794746,-0.0166787795017893 --1.67244336744998,-1.03142072760739,1.282784798251,0.507683769796374,0.700814099317647,0.257111205297991,-0.225344022843952,0.51312804281518,-0.585341914666724,-1.33772784962044,-0.972257824250022,2.35970083308125,-0.352666548277782,-0.227608762328336,0.429330703535026,-0.237925276558466,0.454954269478702,0.119160640563003,-0.231697752727541,-1.32811324514343,-0.600237789417889 --2.78773476720242,-2.37102288136148,-0.959738716627486,-1.95200857877966,0.868479927869463,0.846336359457088,-2.49238758387569,0.382225781478033,0.784164994046518,0.583795607561329,-0.327290951571888,0.0379417895034996,2.08235008568162,-0.67641259940696,-0.760192220959332,1.09133776786377,0.428383030497244,2.21457912570501,-0.928531303739328,-0.36677266970347,0.573521233691133 --6.55287380820666,-0.324576307824521,-0.760112897964573,-0.688159666146735,0.424702399597526,1.11002766160823,-1.08019292384151,1.591366096203,0.582307107858386,1.55114731261633,0.00359976612988009,0.4922375307582,-0.728290247942945,-2.34187752513108,-2.14086864679072,-0.227481759555996,0.488585432342982,-1.88305948964318,-1.1352476932846,-0.664852680754056,-0.0417582601732052 --1.9363147589478,-0.94429875090974,-0.717203604120521,-0.279885093571067,0.734296099344832,-0.636888376853704,0.262863116181088,0.362096138737714,-0.667424195813695,-1.3714970696475,-0.0988785856752397,0.371637439987794,0.155352756484532,-0.40469453932461,-0.19971272093803,-0.0635197611555594,1.45739123205184,-0.658228350592803,-0.581657035841547,0.174986329230909,0.790824339938358 -2.18328689721062,-0.765889998443101,1.82836611778051,-0.535704534677818,1.55666675061938,-0.306519292556869,-0.82158960645077,0.0102779627002212,-1.44998471103492,-1.21160287661035,0.392913054259882,0.423159907928922,2.30170176273082,-2.54457480725292,-0.283834265473645,1.16847793804287,-0.107396838812437,0.234960711047566,-0.126020319527242,1.09942190798006,0.833925267360453 --4.54447103052729,-0.953779266719918,-0.497696199700971,0.363376818519009,-1.90174136084894,-1.09140360982536,0.251389477968046,0.170014867347147,-1.33933790738723,-0.955054695389668,1.21237388731285,-0.102555743729369,0.280180244738792,0.0917688342385785,-0.80359843602441,0.0756726930774355,-0.373235051221082,0.406734916335533,0.340880747089269,0.0814728492034384,0.51007627025077 --0.0455520378595664,-0.398004449854522,-0.772028985797332,0.290152111668113,-1.87481356246474,-0.0744401581145942,0.329823326161164,-1.12947688445719,0.87371677066225,0.338136790962838,0.706596438361395,1.9584145541374,-0.201993948257743,-0.640074131996117,0.786228017294736,-0.781126401357119,0.800131738597689,0.484372199557203,-1.37716455981489,-0.416947935698512,2.10735578366236 -1.44106551658913,-0.311217062923606,-0.220293778778898,-0.310426465119374,-0.0873956998561374,0.160873897156584,0.892650865803061,1.4082862998587,-0.162822585533757,0.665964365107141,-0.291314479332255,0.320474600374658,-0.395885749526607,-0.312305863122699,0.158562603871278,0.617009145357415,0.0523168883840138,-1.74132841464952,-1.61006994549366,0.640773420786197,1.37074087253219 --0.635722592874747,0.796092713239834,-0.017391126429119,-0.518224761573399,-0.142352442268198,-0.0957598387605078,-1.79244608880545,1.01959378795538,0.700047496340255,0.337464782895619,0.503684970323099,-0.55186369691743,-0.803279782631551,1.3783962682697,-0.545653387650395,-1.56758580344105,0.0542601939177536,2.12536072009709,-0.834830840690397,-0.435145293221351,0.822968487690424 -8.30737419971267,0.986428343875779,0.621375725826315,-1.24160970883571,-1.94659234715376,0.582305170668226,-0.659616114981127,1.38186252566801,1.65521390864788,1.95260444283118,-0.611922005052566,0.836211160901472,-0.0304072652293648,-0.39701821655343,-0.105239625580444,0.238183413876599,0.016877936287419,2.7977443420261,-0.777661844091541,0.0829075511791014,2.45199281462045 -1.72212410571456,-0.794531662417426,1.2822240407463,-0.440422490429922,-0.735897002921441,2.67939314539662,0.118627152419718,0.204728723055319,-0.155819270385978,0.620087983144624,-0.416318126958693,-0.357315755342518,-0.0127734482134589,-0.294121135175374,-1.40620836271036,2.2023358492475,-1.25990802968614,1.77440810623261,1.28661793616869,-1.23109341905629,-0.487165463365574 --1.54537410953208,-0.308817971515212,-0.747096787845224,-0.64037017517187,-0.509824115832975,0.909627200007208,1.4477357828763,0.942859282803975,-0.246828855185581,1.22333807182535,-2.27399976673477,-0.769193841862681,-0.248943017452938,-1.02589400102837,-0.111162890349853,1.06531926327649,-0.0727951035564817,-0.22601517773665,0.337168030239125,0.593622376113239,-0.562939426254806 -2.84647417272999,0.361444766025588,-0.585429006940995,0.872601810932359,-0.187553029644192,-0.330067601060485,-0.716948331246995,0.176564265251175,0.132811303396068,-1.27636735919566,-0.475381394828196,1.11213491749053,-0.271356311643918,-1.06902825714533,-0.271552111151097,0.484010188989009,0.289389246285116,1.72647263765086,-0.639258894721807,1.94050483831422,0.223465542977474 --11.1110787315407,1.39879110483802,1.03691587360005,-0.864657306724036,0.174728819202085,0.258861382109591,-0.978045173976427,-1.5595798816173,-0.669246508985345,-1.83993159848922,-3.39473467160737,-1.28393816211056,-0.504804033359735,-0.759846490169881,-0.817103659060945,-0.0285029356838729,-0.476202515723929,-0.120132606747354,0.545302614158827,1.30030939897543,-1.68680060493557 -8.58159658568913,-0.0560704196424014,0.473188271785415,-0.224408393255982,-0.8300844148305,1.43608241861303,0.28561445503299,0.999877046275834,0.0488486651199987,-0.205037926261031,0.877812766616001,0.799871456556846,-0.884111306468895,-0.0374837300943363,-0.386243638039029,0.862112708347429,0.335007152245109,1.24959150629611,2.00625502734336,-0.466077920202985,1.94427790603845 --6.85527736999009,-1.69887349155411,-1.9517108544904,-0.711793977327296,-0.980142635074188,1.15646535629742,1.36079371187599,-0.0181914265173758,0.0531112179902688,-0.504622211678889,-1.0951256489152,0.947439399739656,-0.593317609729421,-0.143513043520247,0.273026389417853,-0.165713761740089,-0.158573404823155,-1.87825427838667,-0.290165810485109,-0.787537002636136,0.0010860218991864 --0.84718824786256,0.231852545141301,0.157587687558307,1.11340264537837,-0.0846871450961578,-0.934572794454803,0.556296534672248,1.30597747320238,1.23775243003349,-1.12292336170806,1.11981811256483,-1.97236573510484,0.373374779082526,-0.906110030550251,-0.821277507417833,1.00475931016199,0.786526635235517,-0.827192226470446,-0.785187413638239,-0.365627499868716,-0.846947659202729 --6.78068484611047,-0.119090670970556,-0.74005915335437,-0.135053876641598,-1.88298615411511,2.40852729859452,0.17550002999122,-0.814233011996038,-0.216378226117348,-0.54777579923651,0.40120561670992,-0.199091800115331,-0.772447017812441,-0.711183061091773,1.04501953461644,1.27227626400679,-0.112936530327696,-1.23872911701139,-0.969418407712947,-1.16048852579864,-0.803283368110234 -4.86866124915909,1.77249285346043,0.801919406626328,0.791734470259618,-0.216646634180954,1.13571478702254,-1.62599938770583,0.946763857333891,-0.446734856822792,0.380213484735731,1.02762008169667,0.111875898239039,-0.257739558709305,0.194005139695798,-0.523308796664445,0.21128627181178,1.70028675926928,-0.076228276410012,-0.974182771821745,-0.47891128913537,0.500581591869947 --2.81437844808027,0.343422165443603,-1.00095960264865,-0.338323951735913,-0.305985959135177,0.298285049356129,0.142187376473189,1.24341454465639,-0.578073704848869,-2.14514145137845,0.935905384474891,-0.389504915339922,0.568628595883434,-0.892240332345365,0.709607276398939,-0.827280560166797,0.0568535035760996,-0.437304126234157,0.0522817268169688,0.448975040570088,-0.826268197673188 --2.15148102724409,-0.623049782354728,-0.31379621389635,0.847780380562549,-0.670911933959752,0.0257075239796635,-1.25441452872799,0.384188509107167,0.449378751019381,-1.57118732568331,-0.127689630869959,0.675725076123857,2.00670678177166,-0.0777635297140175,-1.43146660340141,0.290237161173897,0.878911264794528,0.606330008988964,0.0731734343733257,-0.258561416798057,-0.942631481098004 -6.63894468775104,-0.439522293828527,-0.275077035366135,0.381801370441054,2.01377957274477,0.883225811037916,0.0880721333740185,0.935011096271548,-0.634337569556651,0.820268572033501,0.0710316475061449,1.47908592452046,0.27974765132882,0.32719318114121,-0.611965806595329,-1.23363309232958,-0.0250320623961166,-0.642577373170756,1.15674632514213,-0.438016980874414,0.657617403797681 -3.35340276996103,-0.505296789545481,0.274071104437803,0.400165001547868,-1.79681469379927,-0.293141887537319,-0.535839451121829,-1.17737841882254,1.21869411454968,0.99540165575517,0.826175458898413,1.21506609157321,1.33534787428114,0.177046906925843,-1.91103368494443,0.479570724928495,1.73632734524545,-0.130482169457151,-1.24614438945299,-0.0221502757926052,1.09553678412461 -5.50093262761661,0.186035137157474,1.18524510598577,1.13717126169663,0.69235681883216,0.679806182487772,0.545262306414423,0.0519683751149736,-0.602741729558484,-0.992118825141731,-0.589007062177805,0.395068690085489,0.0808555797955613,-0.137302903359454,0.765471010012859,0.575782296523987,-0.901483671540289,-0.478242643546452,-0.063840146324111,0.302615239055252,0.686518571223623 -8.88303192072746,0.176417797599477,-0.0445280913752,0.419731653006667,1.4983375959833,0.187930960433162,0.900515471556151,0.500849062856594,0.107322984741723,0.208023863297448,-0.332604040637657,0.17911227609212,1.10523828561329,1.23355507753811,-0.407429636031413,2.20677294208642,-1.16231270788765,-1.12244279019733,0.60954641024873,0.305472656600943,0.219492402735608 --2.24629888863368,0.915848206824781,-1.22678135967442,0.0147197355071184,-0.879345156029404,0.329700305915703,-0.0497349153115896,0.53111753018878,-2.07568116905324,-0.149972074887207,0.196623546516198,0.973929107634771,-0.304399164507646,0.576411219150487,1.85360490253437,-2.79064299025166,-1.07345569325205,-1.5558851297254,0.636832697306786,-0.342633224671077,0.51539855091729 --2.15202187432174,0.320176726180939,-2.05468134894324,0.113181733732967,-1.05811137851532,1.23861294261519,-0.0557959059973258,1.97485088863486,-0.862621306540819,-1.84492152806206,-0.729960169965669,1.2034112008973,0.0742957540354755,-0.262317277082447,-0.671067409205207,-0.499471667393828,0.618356027142401,-1.0482527207046,-2.28348293477107,1.47523120125319,-0.270027374164001 -8.72084740747387,-0.36668729712132,-0.638925152366813,0.18560600451548,0.690420365516953,0.165229536162182,0.126158743241207,-0.334094794527887,-1.03973615301565,-1.26070993392845,1.64323020109276,0.976968315152427,-0.132893332630167,0.955778569973226,0.472654898946763,1.9144709578242,1.22850424420016,0.274932784755052,0.112715505379793,1.37866935642924,1.23772962727902 -3.38432121440481,-0.940611295179737,1.86697887622022,0.558232009121557,0.107807480987206,0.738670649351662,-0.247053104405522,-0.225400669996491,0.61262559792735,1.05975180988547,-1.78088850927466,0.748114119643466,0.646683473706107,-1.18908167809293,-0.357605421318962,-0.443899312774179,-0.709154309610763,0.93442168412474,0.3853062994665,2.16768033719325,-0.251225806792673 -4.98046778174947,0.634702931419534,-1.1800119103489,-0.0786457700683321,-0.549172094711259,1.02873474968302,1.55936025273035,-2.11931177425413,0.577170334449346,0.53795151876656,0.966435046071721,1.5236557182411,-0.240088024808413,0.376924929200625,-0.220367892018675,-0.70864926012118,-1.21346731143712,0.354851091563225,1.74472348060436,1.43303032460487,0.910638407874807 -0.481816090886298,-0.0624884823283309,-0.994588574561431,0.748086080069136,-1.06529627412798,2.31103844840857,-2.27717218490124,-0.70913592020976,-0.506837800216541,1.01858976135218,0.65861055761011,1.08749473389582,-0.393054110399935,-0.263900524259242,0.141923075569537,-1.68430005420183,0.0773855045340081,0.408248463244507,2.22530080106365,0.993299261800128,-0.831865547803722 --7.02668457342135,0.182837867691791,-0.363555553970806,-0.34911151861703,-0.567599925458831,-2.19961593929098,-1.40530667946521,1.25528602585558,0.525566366298498,-0.191350597971197,-1.18522084718521,-0.194463799740059,-1.64694149090943,0.35506222309311,-1.2081120208139,-0.0135192365389919,1.2901919979861,-0.0121270852877929,-2.73805997422981,0.853229000863011,0.04675413676148 -0.946365462004073,1.10364101842281,-0.461141226123371,0.946497856565694,0.138793432513875,-0.275003183081969,1.35373548286748,0.429020744950573,0.992855891408104,0.218257719515897,-0.652281061360725,0.761645878729506,-0.88087609162309,-0.0238592810561463,0.218889707240372,-0.782457701274241,-0.478831508351586,-0.382556172110417,0.454479703634952,-2.27516604310937,0.229528379848112 --4.9449845293909,1.75203561864876,-1.3200139338714,1.60628089883861,-1.64619307007774,-1.3153625048605,0.0997150340209615,0.620091571267039,1.07724728457316,0.98323788784314,-0.0571403501282296,-1.09418030470473,0.438582516734537,-2.25698343406115,1.01195786683788,-1.54125946617813,-0.778510602643407,-0.981779331039733,-0.738785789407815,0.316220574874143,-0.124098040814461 --4.6788885353206,-0.953816460135553,-0.360197044922095,-0.53901869606915,-1.1297605588002,0.771346682598674,-1.25197096796016,-0.258981272845097,0.261002155736873,-1.27760276472013,-0.147166298101271,0.0899728424335327,-0.648703082751037,0.301655300213316,-0.559439844315223,0.448320535297222,0.785663924958375,-0.599098110739456,0.270292578147666,0.397122569036264,-0.0155246709932723 -2.49106023462728,1.64408045682029,-0.806079954661756,-0.130996626286316,-1.18874754493597,1.48771076083891,-0.71765041911035,-0.239680120741415,-1.37920820019175,1.48652386187862,-0.78130508125171,1.67417742790039,0.187924256580219,0.513343609273285,-0.657807490150605,-0.581086028275498,-0.418352982295728,2.54348520970684,-0.149105738088275,-1.18064234972379,0.906439336436833 --3.6847811520232,-0.866733529450919,-0.931098776618553,1.03559344841922,-1.22169735757959,0.883785393026711,-0.948343001068979,0.958190235725917,0.517477591068996,0.386124847881513,-1.06349762363629,0.110637979740335,-0.385912957326189,0.765189973735259,-1.29315759000345,-1.46531504757364,0.923124020382247,1.65842114822977,0.138352631040582,-0.038555982764311,-1.32164218731463 --2.37126757539585,0.266352192194765,-1.51811493727721,0.767501666346392,0.551658321748014,-2.13175941233225,-0.0446811930762371,0.416801160249868,-0.668908472629225,0.33074189513627,0.879741411670893,0.502452838071341,-2.1131462533522,-0.226678618186349,1.62966862842161,-0.924445086153344,0.0198735056157139,-0.0541084706843834,-0.820509447025267,1.07029664057456,-0.566780966033399 --2.21203140080703,0.222370494855364,-0.804260301524433,-0.760561065444472,0.0219810292951058,-1.48863182939434,0.448724946810333,-0.0982724233418956,-1.91268531828407,0.655153592397653,0.485704384416281,-0.501517972058023,0.429549280928093,-1.23967482738173,0.659583603697294,0.545804440253909,-0.0827439255731705,1.77927853923628,-0.377804719196044,-0.614726542357775,-0.517816215142405 -0.443380364403155,-0.276908509892329,-0.616767129977901,-0.0109275763532948,0.590671810396611,0.404950779029132,-1.15734684625022,0.366678031967216,0.457346005108708,-0.00811424745627359,-1.27631841795244,0.534743557755844,-0.678366581456783,-0.539193776794961,0.117215497815533,1.06330843423708,0.933126484334112,0.359195144792268,0.430300894041367,-1.00367104952264,0.926510378435513 --3.45441304558258,1.39425304101804,-0.209030668739744,-0.154742443334648,1.44780057320922,-1.1999841077192,-0.45940534190009,-0.401679326035528,-0.986100365102858,-0.92833849361851,0.264145481887028,0.63264815007653,0.566221303049767,0.143386824113081,-0.0522270790160908,-0.606152059830349,-0.576896401358872,-2.82761470841593,-0.822145308261002,1.94812788581397,0.178296057865425 --2.50149030373242,-0.658911999778006,-0.683011225467872,1.34251863107096,-1.00328687855179,-0.49368079354814,-0.331308883402855,-1.78620337027379,0.462720911462627,0.503990703272429,-0.819632861991599,0.365387071227816,1.15768187058812,1.00878047290432,0.0169310069473045,-1.03353027604095,-0.325480121540859,0.698267505586131,-2.16115314333202,-0.00928855604252006,0.555643126596657 --1.09655905296995,0.660531280513291,1.90728580973217,-1.04266362944045,0.654975850157373,1.70350570629561,0.111162192463819,-1.09177923803168,-1.9922022333714,-0.113454334159362,-1.06452509143622,-0.487460273862725,-1.31042416627153,1.7236900756544,1.37287042447696,-0.190102309001309,-1.00083578703377,-0.699929160265758,1.28028273878986,-1.30982288129046,1.41189837829514 --3.68106374542263,-0.0132557001432984,-0.709883829670917,1.21213397088115,-0.390033119571827,-0.678571488929212,-1.7906360107359,-0.662357617835958,0.111207363489553,0.887824111494868,-0.105866455796427,-1.98984872225778,1.33582942919305,1.50681942465216,-0.730968035004444,-0.251500308354523,-0.150880371405007,-0.237192202136016,1.23734513037285,-0.882550498815662,-0.352630678028288 --1.31966047211409,-0.931480298730843,0.482022554854704,-1.22506236167579,-0.111394604223804,1.09882288887478,0.265212162468106,1.19997962298845,0.158122161747732,-1.32457134606573,-0.77191986954361,-0.304012945680506,-0.322114919562234,-0.450704783923613,1.7104676674067,0.418126086327838,0.0145443433275201,0.551934491609994,-0.163337892364195,-1.96715352348221,-0.0871231168192858 -3.92816294696087,1.21468914346638,-0.403803698452882,0.591897365251159,0.646974563303305,-2.36010479398841,1.13722811529417,0.37804690862969,0.630058711140451,0.781175994960137,0.780329781483092,-0.328426650178321,0.746711710291347,-0.854372040027362,0.695589165959755,-0.446919591208832,0.863240718411912,0.946116569089137,-1.46080974433353,-0.0135555818247636,1.09195410835036 --1.44049565441526,-2.08834036550883,-0.0330582358668417,1.72991439922514,2.48182898082016,-0.457044424793346,0.0230867807340728,-0.727123997141408,-1.94398676948433,-0.0241904087169944,-0.236170518158125,-0.339661684631286,-0.968019979354798,1.47053068407141,0.0102392348737423,-0.315268539240811,-0.814339893247938,-0.932996402883137,0.38576711044468,-0.343524158113728,1.45224620488707 --0.322203140684139,-0.526152469412621,-2.60523076351852,0.849856312462099,-0.0398591081697143,-0.839258343986666,-0.619048035818593,-0.00768776188664846,1.52406008334967,1.60346291333792,0.48306491152106,-1.32752984672974,1.06301530473986,-1.41872691981496,1.1734094631739,1.05125856133536,-1.03325598367826,-0.932686199706002,0.774270033187358,0.037725829266592,-0.909908728218801 --6.36238352877266,-1.54140256690726,-0.013389967198818,-0.713646911541334,-1.63890094473547,1.71844819842386,-1.90626670335618,-0.00172359496833386,0.311238845316955,-0.171283821116659,-1.67958788200201,-0.807171583514191,0.0489494175918878,-0.121715251425115,0.887161109713254,0.268793705432532,-2.0292908074376,0.102371631251519,-0.974281523633114,0.370461130910688,1.26028895667791 -0.970092128177461,0.194321069901269,0.897976262489048,-0.845835955548112,0.270408048828312,1.42128803657015,-1.15078242208095,-0.881709700298391,-0.280882011865274,-0.145946867848347,1.52691113501472,0.242777549415552,0.830801608907109,-0.716675283614053,-0.153038172556235,1.51179041525318,-0.0873457816196105,0.169825578438005,-0.840026219999717,-0.63213334680316,0.75313883993069 --2.86672313522635,0.264422549440984,-0.857150246171186,0.688466495778623,0.0227031426314361,-0.636881339132483,0.492429667928008,-0.129958438038525,-0.132357142098984,0.737189811838941,-0.374999248046211,0.101249869197115,-0.326976802490626,0.365020041320864,0.797002973063727,0.886833776774914,0.968368821418486,-2.60214243917664,-0.999687114765273,0.882704545427728,-0.813174409417497 --0.310956988996876,-1.11873516870975,-3.23261042367988,1.26453500096354,0.0710162899946097,-0.443316979461067,-0.872589540916073,-0.0705457700837848,0.42156195570375,-0.34126342265616,-0.873805879737873,0.0284134913913302,1.39784037717355,1.47867949435705,-1.19236140347866,0.120794227866521,-0.311897149165127,0.681039136783243,0.0733575569602364,0.857701177570617,0.324888765293618 --1.45411024971284,0.650952956147074,-0.14938681082469,0.500523295444885,-0.826320413161053,0.611446829709898,-2.12056766499746,-0.122756853579642,-0.130345446412842,1.44964514346582,0.323440259611469,0.306007881754887,-0.439996464927328,-0.563036966212854,0.481754406308876,0.056404063360612,0.793211402616635,-0.050913831234845,-0.209884643395801,0.478877969235921,-0.754600807368931 --1.04501857839105,-1.032900238582,-0.361773711586211,-0.333285590426713,-2.98586724008225,-0.536384538854695,1.20286052166321,0.400204910488589,1.9677610304083,-0.133197112876728,-0.0717116907400385,-0.192037025668287,1.05570847283905,-1.20985150928914,-0.0087200934027084,1.20364362954257,-2.04955798897935,1.29263451180826,-0.433330071590745,-0.306262791184663,0.3358950150227 -5.95000998668281,0.659201499417982,0.140180905156329,-0.614730752752204,0.679670677764976,0.393084886502542,0.732371342900257,0.189025491846071,-0.633170536969763,0.365208239824474,0.479463280969481,1.15672765961978,-0.249788993344488,0.380097519827472,-0.854660095445131,0.512941231744753,-0.805115142375963,2.13760417033588,-0.488417218767187,1.48193067779421,0.705112631238677 --4.39389000361058,0.237829399627714,0.31559519520998,-1.95222738437698,0.474192698087662,-0.184145729657628,-1.72631089460355,0.234605779442349,0.0794396294297035,0.731146984659792,0.0496467423053981,-1.38726495502417,1.96638674122566,0.965736304798137,-0.951674351129579,1.30829405434676,-0.172630035557312,-1.925604205938,-0.610980755155469,-0.934378825429744,0.0269745998927619 --1.49602267696306,0.71527594710452,0.203728281565869,0.0193536322126496,-0.472010272552224,-0.217133334842305,-0.974849503096757,-0.221708229574048,0.724104030198415,-1.03500915134097,-0.899282789092591,0.875561516592293,-0.119247676651749,-0.844014002990855,0.330478320536253,-0.939978304701469,0.270002341295307,1.18281172978476,0.654323403463792,-1.25113753244502,0.35645197997874 -0.166896409192881,-0.93848303919385,-2.17780391327364,0.615678184545953,0.0167882271975706,0.0838031211483334,0.169079143166604,-0.564641536211302,0.166379637170597,0.885799097685865,0.162348737250384,-0.50672173021681,-0.114452670828179,0.934202995710302,-0.125323715032637,-0.259238417949438,-0.0535905005524743,0.310610723395744,-0.337696032471134,-0.894635031733636,2.22031601950987 --7.05484891843731,0.0953540096781045,-1.37654836395915,0.240481804058212,0.132566467709938,0.366685198085513,-1.21299678620828,0.296985229674059,-2.15535284896098,-0.995500461639991,0.894036375809439,-0.0778663448640161,-0.579850518395471,-1.32003115384434,1.01340158426857,0.238657824671075,-0.336449226685444,0.272854243353623,0.524058148159949,-0.485005753834858,-1.19593885536473 --1.55715061465817,-0.462819419956343,-0.706551966814283,0.781534407805869,0.00598984067432341,-0.514440186111758,1.99161224716645,-0.796989280042558,1.18437066629962,-0.218259063164139,0.738168156610464,0.725029841103696,-0.314408056977097,-0.541428264120932,-0.67404308310365,0.098461016055699,-0.133122190351321,-0.114512095415801,-0.460714904661182,1.02500846498747,-2.57558448590451 -0.191615515778309,-1.46888215609457,1.74447187681848,-0.61457907091033,2.08638616789455,-0.00703310445466768,-2.08097370894412,0.3319412628889,0.0304790153330433,-0.412204811003631,0.047566071055577,1.02733930812912,-1.96301504364491,-0.494969292344947,1.13558312071352,0.815767737966939,-1.44573790339108,0.0129172442186855,0.186501458203692,0.3541773337694,1.13315983954145 -2.54375235082097,0.152686505521528,0.763630327935384,1.0993361835773,-1.64472953702306,-0.231997361126811,-0.417055799210189,-0.363844374990783,-1.6111007359315,0.0810212381655513,1.40272756323182,-0.00963442011232339,0.522331387016046,0.193339600404182,-0.524829866693341,0.495700189853031,0.0313390427726608,-0.78128644042876,-0.0136683213383971,0.133375160688967,1.98522344764392 --2.7660260987069,1.77376261131718,-0.00706277436943481,0.141408860943527,-1.07277062794427,-0.660024243843042,-1.04633751160438,1.45390210202748,-0.723840604883147,-0.642039766896863,0.0641275917220173,0.8668872379034,-2.18474874557383,0.663789497032976,-0.504766111064721,-0.281560894743655,-0.414670165366711,0.150724991291688,-0.716306591884838,0.235537561942763,0.172398819012805 --1.94259502179079,-0.648070933515048,1.25845219687922,1.20621261142331,-0.722824255774097,0.966823036513713,0.985270290782901,0.913885647891117,-0.864282461460612,-0.422452787073587,-0.257316489181097,1.87431844066214,0.256715171221037,-1.33600986565857,0.220973181323654,-1.63152474425164,-2.02860788911391,-1.00201864311865,0.0313793607488409,-1.48647349894417,1.44495510964574 -7.11524593685733,-0.199817475668204,0.269866436645476,1.46557849806297,-0.834617078885347,0.861211203403575,0.286569452373499,0.393678009760885,0.806701487509897,1.51042825340259,-0.425345802015469,2.70265958457071,-0.397337512399756,-1.97548860716159,2.26895822579459,2.55001290151186,-1.46736248533028,-0.952290527267299,-0.247981284030833,-0.516085001043767,-0.000778205275707432 -7.81924734601707,0.689243732977183,1.44953050416103,-0.143225887835855,-0.259036183173338,1.97860335166495,1.29203240771153,-1.23467152739662,-1.55180188989247,2.50014859940755,-0.646068533664736,0.435017123945827,0.544774761293059,1.50693347055457,1.01639641547817,0.378297376910097,-0.351506656434103,0.778662536773318,0.336676441552231,-0.714027384485579,0.150317955124606 --0.0699541124189835,0.0361455098365949,-0.180204125174449,1.34682659968706,0.571023041717791,-0.172151903555195,-0.598738217076855,0.537527895189996,0.2748792586528,-1.19553693794561,0.356142451316212,-0.467582168392369,-1.7056997605205,-0.0814458621327303,-0.542298043513905,1.21639943119231,-0.410488306644092,0.771053397128961,-1.38039280218129,-0.640249165622064,1.89977209523316 -2.40488931679435,1.94353631225286,0.581731788354472,-0.0701489751605022,0.335586346053519,1.81497225009891,0.833601831150127,0.0796592187241347,-0.428543654166174,-0.236393160853114,-1.01200015086397,0.326105424011093,0.407877374067994,1.49007105661504,0.233208226380475,-1.50349811706554,1.43379203430255,-1.53461398001452,-2.34219839845443,-0.450775846576375,1.3040851655266 --2.8492992929538,0.737213733789873,1.2082825150627,-0.764480443946702,-0.0118570451240277,-1.50853240452935,-0.757559487445853,-0.22303950099935,0.911056790649077,0.457641457338026,-0.0592870190553202,1.24360186867354,-1.03314301579982,-0.355716752954724,-0.338093613409367,-0.580478019098242,-0.650497041971796,-0.497186095130954,-0.832705663769412,0.453103240814106,-0.332005703457694 -5.67597210604259,2.32133393302204,0.970198380570397,0.180046340454991,3.02097053674426,-0.868627613001072,0.591798560632249,1.30598995971692,-0.978869333088629,0.552320045794722,1.01245601270718,-0.252677066521962,-0.420732270381254,-1.50300662601756,-0.753833542321584,0.418921101836244,-0.190310934872733,0.0950263714507799,-1.3005216083395,-0.334283418222887,0.436961520156062 -2.88682386599969,0.34890934629397,0.162388953061996,-0.0100707066705334,1.28383619570448,-1.61790577989434,1.01082174811524,1.22517850381868,0.154135340588504,-0.111723206641225,0.168266667572219,-1.33353087949977,0.316020126671416,-0.33049338636799,1.14585665745635,1.24584101691277,-0.482685732319926,0.514708716586306,-0.435134573501136,-0.852640557530683,-0.142886967576622 -4.65528202966804,-1.13391666127592,-0.325164834410057,0.44761644615044,-1.23049060547403,0.461713975836983,1.0147769411164,0.412424285111539,-0.724345825096564,-0.757346788943091,-1.60238290100104,0.332568984292629,-0.180500636726356,0.588959247257376,-0.02360556751004,1.99802475519105,1.0025865190517,1.4011869902594,0.635948318757617,0.183342017830485,0.633754398527738 -1.94665609615782,0.421335267904323,-0.173139475298525,1.12751500435798,-0.00624596075664515,-0.364455787411885,-1.80957456101311,-0.938752183567021,-0.597073479510091,-0.599995489418525,-0.327704339562159,0.751207191781414,1.46405957617204,-0.000546624371759647,0.252261418537954,-0.0621811789588789,1.35726053704895,-0.178540278480295,-1.0930699689583,1.05233026045317,1.24868185850834 --2.05349352941097,-0.924556256814186,-0.599860458046961,0.33896416958731,-0.349137937914049,0.485949282620341,-0.87999478499283,1.06425909196146,0.375517539093657,0.999035183294135,-0.911200602065283,0.663654588979265,0.928497745150582,-0.6613411572944,-1.30054106232584,-0.192960023468315,1.95223364373505,-0.113352757591721,-0.457582768176191,-1.39942990874793,-0.0563954644760859 --9.54784998804415,-1.00706236611934,-1.23681793211227,-1.21888213084288,0.714129294742643,-0.82830516193792,-1.50201838741503,-0.110765104016281,0.41151162924351,0.664391744023799,0.566654595893391,-1.58562685956415,-0.109753481782011,-0.246695481668026,-1.2036920973959,-0.0322331506152349,-0.730555493185678,-2.18328571367023,-0.458990257426948,0.309292170773872,0.279228712658446 --1.86618401333274,-0.189474330103611,-1.02788269793717,1.11136000616548,0.337581724114076,-0.20501115345912,0.764595381698748,-0.591175706556628,-0.89431621966342,0.404495750856657,-0.809740507966424,-0.968379903303458,0.798520718553093,0.307771975106639,-0.213749256485824,-0.916407577083065,0.486688307515409,1.23243721878794,0.881241723720384,-0.899103617037187,-1.21919440815272 -1.77243401177988,0.9339167001786,-0.205723471340209,0.435495936455428,-0.312156206396752,0.960376798854856,0.837814413416549,1.02267559980874,0.413762466015956,-0.608205568160101,1.00545259246117,0.775504744040741,0.587342304665574,-2.21515609314524,0.0740295115174439,-1.43944955494933,-1.43513862711871,-2.13025694583047,0.555210232840544,2.21403810080246,0.565940125723226 --4.04917202364113,0.343909999577983,-1.53274436005802,0.772647497286901,-0.766270124505502,1.17606106984178,-0.186458087908194,0.523637234262319,-0.340065522692477,0.693539721053979,0.109977958215419,1.85132832944052,0.0937006331713867,-0.234030726311805,-1.15190801331907,-0.823244947023809,-1.94767988189278,-2.61441616066894,0.995285750829912,-0.480235554087841,-1.09907044647101 --1.75748611824887,0.814020276463554,0.623322154380955,-0.797009650911712,0.547101297364033,0.956161742010966,0.401327597879811,-1.44856700521335,2.32507266281768,0.703858701276549,-1.90711664505879,0.454681296932799,-0.25935445510904,0.873135275646888,-0.841244837513514,0.0965447541207723,-1.54222063697849,0.247241035841547,-0.195190077537987,-1.30996180958449,-0.779084067707606 -3.95712106673448,0.915341002280603,1.53659516754776,0.344037023923808,0.996768429995801,-0.492031665103813,0.240489504038439,-0.875753596542711,-0.159629328591311,0.32235254829089,0.467549138112571,1.40417935318848,-0.0180922609269884,-0.08280856396587,-0.3181350191087,-0.0584349658500055,0.0577015778210544,0.453461405333269,0.411571122069436,-1.3612677292543,-0.312692383847134 --3.71157736945212,-0.171852130422256,-1.00686724294164,1.1646809842874,-0.789371427497622,0.475808486217232,-0.132586048254798,-1.30203058002527,-0.183661842007838,-0.75846883537735,0.516173220832052,-0.263416200312319,-0.951480975078978,-0.789406865679959,-0.0382470121256535,2.60916922523901,1.50587693245191,-0.588755814380398,-0.288876164697882,-0.779686638309514,-1.01347118315117 --0.435062488275453,-2.40223111360906,0.711489654035451,0.556720598257269,-0.0547414277584558,0.0796970787360319,-0.247488057212945,1.44767756084423,-0.175494645971413,-0.394926759314354,-1.40321999058201,0.535259745007812,1.10334849113318,0.196600450298591,-0.315918219226143,-1.45407445676732,0.108816681556271,1.52305537278507,-1.39240687540016,-0.285097556348222,-0.145661817292508 -2.26500257297719,0.795906851730836,0.688291144992205,-0.823519891926677,0.612259667075444,1.90953588782877,0.911843218262706,0.647400308791373,-1.02274329613861,-1.70818818411609,0.250881606059547,-0.972867183984893,-0.24350779626659,1.90504448477343,-0.548253103572485,0.296686988251613,-1.14745829832358,0.152757262764414,1.69287130613767,0.0827599867152473,0.616594869768549 -5.48874176823929,2.16911586935979,-0.355954192468102,-0.00560691463507148,0.127631982384267,-0.11898104540041,1.00225872239385,1.32336205905714,0.784077763517316,-0.121776124807371,2.08126363156756,1.40063975499919,-0.704432328827741,1.43568294243569,-2.0466767027003,-0.954075089789843,1.42674805383451,-0.22576797480472,0.0554057822728921,-0.663396594635881,-0.784525464052877 -1.36888569359992,0.0583834994596872,0.266310038392491,-0.600108622355917,0.743369680153126,-1.22036255586488,-1.03462589963391,-0.771751818653317,0.164167315156545,-0.393598787140093,-0.791601117262867,-0.783395320095803,1.60236850242404,0.4550478662727,1.18485277325494,-0.597770514965584,-0.519413298455276,1.38281462135928,0.357625178077231,0.704303076970007,2.44781218133641 -7.06851482589185,-1.35491444952768,0.863579899309648,0.0688915562612131,1.14956079501527,-0.880418536183014,1.60547554451253,-1.27819077067115,0.918667602811586,-0.292635113552818,0.096867077786975,0.156063189082821,0.967207572837922,0.728370737744622,1.50113684843077,1.17247917371924,1.38053929259861,0.359006166598707,-0.565676379610298,-0.0343561496564306,-0.146710463791197 -0.0325713658557052,-0.36755076555405,0.946342709820284,-1.20965727738012,-1.21819998180233,0.328972580259819,-0.306546395608683,0.110913784044347,0.288232507839892,-0.9240780971088,-0.393129890647542,1.32503085825772,0.412765330189709,0.837878468436679,-0.659336834390389,0.390288883670862,-1.39005836874921,0.539554742163722,1.23188832942768,-0.934945416020944,1.09381428730948 -2.36113384553937,-0.934517579155246,0.574816905719864,-0.539722083958306,0.325427757385079,-1.28380068410028,-0.780370951280413,0.440946046963498,-0.432294752930732,1.04977400138949,-0.313022876555387,2.04361543583028,-0.414393040391655,1.64398951061892,1.19817451016388,-0.659236195046863,0.205487875117577,1.1152475989175,0.204173484466624,0.443455742719605,-0.588410671979153 --2.14092838936354,-0.0416392200716165,0.930442005683728,0.420146452123256,0.520393028465995,-0.986333980615703,0.717414900476634,0.938575362598494,0.513448025014303,-1.62571000289068,-0.149119554231812,-0.789046642680118,-1.19290023951384,-1.66743946893088,0.627664079901609,-0.895400933222494,1.18341944242462,0.0493368783310399,1.34292326712958,-0.697804098210733,-0.914046895449647 --5.42525483524029,0.676112005556641,0.0307972198544573,-0.836423273420041,-0.107750194810558,0.376622196093934,-1.68978501305764,-1.16726134669289,-0.0819662616983614,1.01038646364877,-0.314677525458176,-0.867869623070459,2.12463652638403,-2.28036967217735,-0.617595776326156,1.33849698231512,-1.48954633663932,-1.47834001520282,2.06406052816055,-0.948202961404137,-1.18329283974891 --5.30114681343588,0.86643614680554,-0.382313201735752,0.0555886937572579,-1.56771171091007,-0.172693870563507,0.897166247079943,-1.11378941035702,0.505160847719446,-0.161247659650006,-0.105032827268715,-1.13160420842062,-0.736028584965324,-0.862294958118478,1.59337082476809,0.539876699060516,-0.400209257675889,-0.985780097473181,1.3352856377831,-0.525573140080048,-2.57982447172386 --4.73618862095483,0.235175024813313,0.430652520642127,0.120176236685712,1.80290067677883,0.937322832176287,-0.0772294523411861,-2.25823030566407,0.461488996811057,0.324494647950253,-0.777392999796819,-0.93432120661764,0.667438441425489,0.145045113160262,-2.47008874436824,-2.66114254021562,1.90983443502979,-3.0133896808441,-0.801898146005872,-1.09863345427467,0.409957628160989 --6.12420314128184,-0.933970133276432,0.767296467484015,-1.55266080700258,-0.379013631318981,-0.033050700318971,-1.35044399029234,0.427872918887254,0.844713419097751,-0.0888049999644898,1.56272160272131,-0.49762410109378,-0.534343430625425,-0.157101578111347,-0.27486343481385,1.50030817084329,-0.154001119361316,-0.473289595395005,-0.992994371000866,-1.51038681482247,-2.67102162021172 -8.22567744152823,0.813252167281602,0.0997677841097334,-0.642175196552326,-0.0458811100119343,1.80007426514323,-1.31844629093332,0.821689040082756,1.68672878540145,-0.312671493183527,1.60314266682859,2.35824842953531,1.81600768086396,0.602153525362335,-1.86749964598747,-0.594974379498277,1.22446561896987,-0.623935184957477,-0.960588993119297,0.31501162291505,1.49795691538127 -2.12883991866495,1.34831855513005,-1.05063085794806,-0.775505236630683,0.815684953513307,-0.373970390055627,0.0483321380687244,-1.55712678653177,0.358724819309113,-0.240072885369303,1.53977780881639,2.37185182786577,-0.255107992482692,0.36468084938677,-0.538239923174539,0.166882293907257,0.406360231352394,-0.180714146547871,0.262631944412585,-1.21318254637622,-1.64554707118533 --2.16291583386752,2.25188277593107,-0.374142674378501,-0.425495160332594,1.47420825428111,-1.31187261178355,-0.84666415939363,-1.02313872586523,0.179728129373792,-1.61608627408528,0.700226272785396,1.58714107074637,1.60936521242556,-0.842356011615439,0.559702014671362,-2.80452116478038,-0.797857328945377,2.03119554305102,-0.617994494639261,-1.26880663008246,0.0749883580991437 --0.0641271652751763,-0.493652434465923,0.859800372081879,-0.191617636963953,0.537460199002445,-0.273905560447746,-0.0311659591368126,-0.912402524071249,-0.051918087603122,-0.414649524210534,-0.534567464469292,0.545603647028721,1.87574065314572,-1.3459322046203,0.214493474012543,-1.7765223671689,0.07501315477896,-0.0509731192923281,-0.209105654282126,2.24287193406015,0.205540875106119 --0.268407453208189,0.474092599152496,1.07064292887547,0.438519652307337,-2.17569474580623,0.369974927333308,-0.442901460539131,-0.813501214633875,-0.661323100393027,0.101482645798901,0.639447033060512,-0.451700897564927,0.409637629520087,0.649998882895129,-2.36777299734896,-0.61645843940581,-0.242262080285584,1.40681199532677,1.32389898545244,-0.257374850358516,1.14210115512393 --8.62497693316964,1.19369166611409,-1.537529500058,0.315181743453672,-1.33083371390849,-0.84041102361003,-0.128688181554178,0.151996624612839,0.365131210604754,-0.408719342640123,-1.5633128864002,-0.653746291095567,0.00573406523808428,-0.951133510443018,0.858578700915276,-0.439340358127715,-2.15897502462978,0.15098414337681,-1.85260886317152,-0.635807751398283,1.21872151630374 -3.28071406413712,-0.116395471522116,-0.471892108211817,-0.607686765722038,0.0619657527620688,1.15431389317514,-1.11374688719683,0.133799074360018,1.15659867419006,0.462134481382957,0.353857676095709,-0.405902059986292,-0.357385363788399,1.1951309071877,0.570094968996031,-0.408659702703086,-0.284155298656363,0.158805675321409,1.03554555025559,0.698543915883437,-1.1065748321104 --1.95752715229218,0.524858555768479,-0.0427538109857033,-1.38001043129225,-0.316263833750286,1.25709795050716,-0.0467155997028054,0.1802798420742,-1.11208625442426,0.0703853604607765,0.385114375581071,-0.428909254291644,-0.354382732511301,-2.63398538090264,0.799866722695268,0.177363585861576,-1.53988783658024,-0.458429693987473,1.18728562468243,-0.0538701131988544,1.34404631019929 -4.38840589846427,0.214421481278423,0.539995401510377,0.816648549170951,-0.0453223565623964,-0.0198877582457667,-0.831330613137319,-1.16067170020924,0.0249931032009281,0.541686535832038,0.846258183001094,0.6652742334023,-0.0432258937807263,1.99975896352142,-0.678831631874379,-1.54768768678754,0.728507704556587,2.07192258461806,-0.999500891212215,0.0610791376707306,0.565393898522516 -2.26163987483549,-0.134449534536861,-1.16308871065453,-0.129798083962684,-0.703988660108295,0.363201840759385,1.30925982353064,-0.0421597567667359,1.69473920023329,-0.0690216457167363,1.56862764051525,-1.05250471717596,0.111930977543564,0.475947399341233,0.396453195258858,1.11622919727118,-0.692344331994464,-1.54290700743749,0.658619290577509,-0.662983491469447,0.0469894960485836 --4.89012541961215,0.168509102875034,2.01702533763658,-0.370551633892227,0.489680513795958,1.53278640754953,-1.60880259826266,-0.0343939479046574,-0.277165520979405,-1.15681012609487,0.466041915714913,-1.04654035985511,0.36317668152162,-0.160177431989864,-1.47658332903451,0.900866391108842,-2.04276964106671,0.0640200940275373,-0.110129610480816,2.15011194644746,-0.87418373064447 -7.93132813565615,0.964732769529999,0.478088566727383,1.22732032587273,0.161719162081712,0.755797445378052,1.07456584225467,-0.664639980158998,1.08491345587668,-0.495061842709084,1.35901280659091,0.306048014807672,-0.611504606443233,0.176771456951242,0.288878569528916,2.39312567939457,-0.470423351435269,-0.0907447031701293,0.0343638505035301,-1.40839082552889,0.435402527596536 --3.05209810999793,0.408778914004396,1.23057175744474,-1.69334378123209,0.923451752201671,-0.49889987891,0.616348943091658,0.441434786384916,0.160856919384452,-0.425109357105252,-0.901889519551572,1.19417284379986,0.138599027036947,0.34016996726703,-0.740951629209777,-0.265382776266347,-0.680016029912498,1.01036699899165,-2.56713645267046,-1.44269904194591,-0.49353256753905 -4.6521121301636,-0.466438215174507,-0.349276804043033,2.13827262138339,0.730869648167276,-0.0278657503767946,-1.4213524563107,1.31832548271269,0.92337102931613,1.67325921504009,-0.429856190794786,0.835171250278742,-0.464158329674639,-0.518444444255657,0.191388811015984,-0.222837699410096,-1.48568940816975,-1.20250569087282,1.92915670135833,-1.00434594791599,0.696167367132802 -3.35175646934193,-2.23978297582177,-0.323194072993924,-0.809044703617878,0.232107807123917,0.0445778372127956,-2.41071702543975,1.53851213418265,2.11167173978647,-0.22837570097263,1.44279175799546,-0.398983442196238,-0.0254246178221213,0.103814013097492,-0.298326249475506,0.102453495074305,-0.765391864261746,0.261756962540789,1.23253414792221,2.11503796432531,0.192506392301836 --3.86339895185249,-0.795063185124836,0.561864028042069,0.247767650316732,-0.363464471893894,1.61036311970738,1.48427927848284,0.345440327147734,-1.70963181359571,1.16900934177211,-0.990537783740416,-2.09355716427271,-0.416526763582699,-1.72595103397135,-0.44237381051762,2.11785947863776,-1.26714207163106,-0.375759697724948,-0.700879373002008,0.151556579943762,-0.881820320933321 -9.15249094687146,-0.0199551173436351,1.37098774207264,1.85244214069007,2.26538097252942,0.54361514200332,0.020330600984622,-0.342381969286616,-0.996918472727838,2.75670210579304,-0.381104809694372,-0.453729010328425,-1.97411713409039,-0.953227571891927,1.05071395269529,0.321674942217855,-0.761510737438834,0.362540965981137,0.230597589159532,2.12477036833089,1.11560822337778 --3.30233485541152,-2.51442512196431,0.789891630184278,0.258657589308511,0.290150565152261,2.14467380349282,0.367958573659053,-0.314216151079101,-1.49353086859916,-1.31663956529952,1.19677337991788,-1.45101209454875,0.0717346951277794,-0.879188704298994,0.354808427865638,-0.891174944236967,-0.701728368632086,-0.653932446163675,-0.0321065557756055,-0.129150206302005,1.95206591049411 -0.468077277591594,2.21095203169735,-0.481103218665673,1.76628634328154,-0.197283622946493,-0.0351643631575471,0.373465389707417,0.589900506934293,-1.36547903643101,1.5460943665709,0.557553142624872,1.2355960429684,-0.297021639850738,-1.48065170424682,0.265353216340739,-0.235032003679426,-0.0715459307862863,0.412495768587499,0.379950977044069,-2.70518021489921,-0.959604909694213 --6.0934466743168,-1.48876222991277,0.241244585304064,-1.29116543794713,-0.603522787356112,-0.885636221595703,-0.37884160176432,-1.00665851669571,1.27553253744265,0.627069160181345,-0.363523599031203,-1.73351911406107,-0.165910020239711,-0.0303145497141504,-0.230464637837698,0.35767191258738,0.780730608286739,-0.454676317577532,-0.156408261329061,-0.968742584083498,0.914117411285991 --6.02471355937866,-1.16075187561923,0.525269693403384,0.738614815702878,0.142739373666106,-0.240187170435285,-1.96366193854199,0.786829649366513,-1.49784891214901,-1.21604264762259,-0.877028679675856,-1.6750725814546,0.230484448965144,0.565192455138469,-0.235737722140656,-0.421457553348561,0.628237304844378,0.249642716895248,0.297544353215068,-0.402249656641419,-0.104731116932304 --1.25836874970946,1.45773822495573,-0.112033700022823,0.014277952120204,-0.0130908681486313,-0.625449943338085,0.22698882925064,-0.484443813825006,0.94589472081843,0.033371907633047,-2.38397146533561,-0.524664861246329,-1.11063706082784,-0.258475076917359,1.08449123916617,0.00845110204667246,-0.865972713055207,-0.119452245114602,0.414305127304803,1.41999596242414,-0.249930108112842 --6.30726676249416,-2.18987594871999,1.13519333150451,-0.163585457160554,0.562754396006584,-0.430521370783446,1.07218969186683,0.116837828537563,-1.11677645954289,0.392385079293034,-0.609909983933378,-1.09924467335842,-0.746422196732907,-0.895312981502723,-1.408447501934,-1.77919055682015,1.14278303648427,0.7348156127882,-2.48136838025839,-0.473058753274044,0.240506750234137 -4.90938237881663,0.739062681128372,1.42726055739167,2.53901850156336,0.775854828520651,2.10595160252405,0.0656138038330881,0.0809905146690414,-0.410121528341322,1.45343773600443,-1.75428673768854,-0.133506204055009,-0.195872181766734,-0.156680697288311,-1.59415205583914,1.03749132924155,-1.33816017395913,-0.210623141510604,0.462250935491092,2.26334296445856,-0.258058578907 -1.42412778657565,-0.344008768542759,-0.21418059999729,-0.0329316052141139,-1.82917086836516,0.975727516723705,0.721832693177085,0.568566419612442,0.838547059032495,0.643480327013654,1.56623902693554,-1.71614927835784,0.177821828799683,1.46186473076478,-0.262148625910479,-1.62525328457369,1.63578934505131,1.9024168346856,0.693524151299923,-1.5368167803745,-0.784289599407023 -2.38963437111864,0.455876741511694,1.35947220174966,0.0715169511314701,-0.384116648208953,0.272742915515737,0.322504124192066,-0.131600426678014,0.850292456935696,0.310802907018085,1.02456072150885,-1.7374324157336,0.304619763160015,-0.604137494753703,0.844486794224083,-1.36681636911002,-0.233988109025149,0.969795819276621,-0.557692272094489,0.0164981867139943,-0.497531675294992 -1.35359235973202,0.878110262544797,-0.952310399657322,0.558826363184943,-0.64834573551309,1.14869141985482,-0.213397447506482,-1.3076591585074,-0.545139633505759,-0.0140106900371369,0.723857756470269,-1.21238435375244,-1.64163751456071,-1.2403792529231,-0.501071012007793,1.57518573190251,-0.452246021499725,1.11158409668387,2.55225744362598,1.64550533967493,0.62275225404941 -10.9948081427555,-0.958463922912324,-0.698009366963202,0.215565316557875,0.578003763823734,2.13093709318782,-0.091046808138515,-0.12496401511818,0.906263129272509,-0.00983663565506216,1.46099455658896,1.34334320561936,-0.414070451121797,0.512932306465748,1.32726812379763,1.56652011146189,1.13031105961459,0.109115488921202,0.704475096031063,-0.0127358108145206,0.564508909656543 --5.29657459205006,-0.70584484574861,1.69400611471811,0.449204685791993,-1.92370969026642,0.286106206111977,-0.605534590934336,0.0443324432544995,-0.738757446641161,-1.33900702758224,0.568219890639781,-0.0392473264560807,-1.31236205853995,-0.895614491910684,-0.346855113555051,0.0332858344192564,0.803524206786021,-1.35609163089932,0.0404436930427291,-0.847685520175232,0.069361063397208 --1.50788092741738,-2.99694930322778,-0.459360506157506,0.691037728801209,-0.553215471250662,0.2226047981626,-0.720157233044604,0.812668453094866,-1.1977950200617,1.88806598112843,1.1342855355427,-0.888226897620755,-1.27374608317256,0.49825437600216,0.596361278559115,-1.14885966696889,-0.394735996659594,0.542690009116181,0.228001779141853,0.754285085866364,-0.989889628484398 --7.96522628139254,-0.961052324044844,-0.571059541328737,-0.719290804884098,1.00192748376636,0.000903241938138431,1.05004404461456,0.0329294923292292,0.798147222644379,1.02328175109367,-1.64864413049349,-0.896493812323948,0.392367181382222,-1.47163547713796,-1.0431998400159,-0.542844296808655,-2.18519638864043,-0.688349928869076,-0.328151290980299,-1.52470869969186,1.48627752006567 --6.81668709566512,0.380188253916704,1.06059230428065,1.40629832948209,0.192550553909528,-1.71658148195873,0.851974667638406,-0.684864995523008,-1.15090077920767,-0.949823820822655,-0.784529634078606,-1.00521241561574,-0.0551402056706388,1.10367136569729,-1.02941737350075,0.0742494955101159,-0.459810537381986,-0.17496331577365,-1.5036645884312,0.071653919335903,-0.862351740834981 -0.675975967790984,0.505067589582035,1.71849097275883,-0.985056890693141,0.258319513233907,0.249759792808016,-0.286581989569713,-0.259822513219067,-0.411352846520877,0.61210061095836,-0.182039930699676,-1.06070895865529,-1.33034639474902,0.272794806308011,-1.26832867253436,0.0991441985904553,2.52022634634368,0.628134827990093,-0.696110779329083,1.76873362500018,-0.227546766942083 -3.03459009476325,2.02705600379976,0.950438194837504,0.0769554547599924,-0.627419793317285,0.400280863858756,1.18810927131094,-0.498674946327404,-0.109504570511502,0.161605240776875,-0.67555744592928,-0.194350756326076,1.66548034067583,-0.358975588275521,-0.147440821117064,0.453190101551784,-0.292125390610023,-0.85568196920027,-0.68880982450513,0.387225585649072,-0.462090878889916 --10.2653434263457,0.0646270287396298,-2.41539950360066,-0.757094120386471,-1.41644616542488,0.0296723300594156,-1.98276704153092,-0.978419201826868,-0.308706669879238,-1.87083398887016,0.0524743027241255,-0.452022167169588,0.218599566699905,-1.84654279956469,0.94418406059251,0.481745906503667,-0.804091551284808,1.13189996598309,-0.155603360599307,-0.18606223792943,0.396423429704326 -1.98787996535105,0.463658648401867,0.961551517149607,1.90165271605548,1.11184039465203,-1.23191084045813,0.80147651407518,0.0493945495848887,0.551492984885499,0.0616514714296517,1.10550368831402,-0.623904631816519,-0.181353119896983,1.09621711185776,-1.48135725127901,-0.928837464975056,-1.37698293853018,-0.455553235929663,0.16152063757378,-0.131543752198675,1.48562993974535 -3.7851400810777,0.0747783326935444,0.492719845236524,-1.30057515327073,1.39151349041004,1.29429965444243,-1.3866244662241,1.44377672885918,-0.519565579769952,0.101359164557293,-0.0786070899536868,1.02301862813717,-1.95885249932454,-0.498395580626013,0.971153183390997,-1.00671489959526,-0.474149526163779,-0.19587124334822,2.33057571894348,1.0939525281353,0.186588558930781 --6.19326631532502,-0.48683623583544,0.520650995971865,-0.839590596344809,0.296516057299478,-0.635626938145062,-1.2906460528629,1.90423655472382,-1.72640566081853,-1.19215318928962,-1.4749932508612,0.107775811659353,-0.000390582623230872,-0.961291328444575,-0.035494776784076,-0.585171718903198,-1.4137270455035,1.19546006735139,0.641165391970415,-1.01159885506401,-0.727146568293702 --1.97815221021369,0.748910820862606,0.544025391969636,-1.60663702623216,-0.885414318650302,1.0947802324614,0.779128910334301,-1.17016491797454,-0.6628126706316,-0.481504975766042,-0.441296574810454,0.159627717402048,-0.203967875809985,0.0342079814658276,0.815116072516222,0.377386118893084,-1.55443885011047,0.271438276406444,-0.151370776634034,2.15805916741457,-1.65711235019514 --1.82387400118969,0.464234580889638,-1.58599968311844,-0.926419758750211,-0.682327168479277,0.214726604832619,-0.89725232678686,1.54580698813813,0.157589393517243,0.765502021453183,-1.17640999819099,0.17610595393826,-0.778820016126604,1.1727281725867,-0.443012982342021,0.0677715890640545,-0.460242985448185,0.906869018714456,0.469536794498678,-0.698108252371118,-0.71923789863545 --2.05359793914035,0.129420458393473,-0.0338261554036658,0.946257559916953,0.182614837770031,-0.78521981505941,-1.83277021987767,0.425508673402632,-1.03206573350129,0.553548983198174,-0.0349652920963016,1.91278342335973,1.24127426171597,-2.32402126158131,-0.582960424339609,0.210400147491263,-1.05425159033225,0.76994588932723,0.352156660064336,-2.08937781485931,0.835607213734527 -1.17859388506119,-0.815460651610283,0.89549324466631,0.180529596733532,-0.0613060972906706,0.901332223127749,-0.280815815510042,0.851634067379882,0.578712027233213,-0.235446675645887,-2.50836793760993,1.17139165991575,2.31272913378522,0.0666796135771763,0.25658227244961,0.736965551843725,-0.426095471449987,-1.35968683516539,-0.798213621066601,-1.13006202934788,0.111853440069529 --0.020984217875186,-0.0401504517354262,-1.18252650025421,1.08875262630469,-0.31783295108095,2.33713397426794,-0.159409482223513,-0.872043730197089,1.02978818111485,0.542409106294816,1.1279234672565,-1.73888393798055,-2.02271940031969,-1.04031094985966,1.91043342969026,0.946938897458007,-0.763803017222432,0.0317498492541424,0.350027356515587,0.721730506507524,-0.195035313064984 --9.13928984171581,0.781416977680249,-1.70514149722122,-2.32211990162813,-0.0474087407292363,-0.339589073736859,-0.495264753657607,0.541765403214697,0.659221469100359,-1.02807424869672,-0.485686030313665,0.00114762027174529,0.689979562619306,-2.82112385534558,-1.03089472665181,0.489457136795708,0.136344015353932,-0.849984960446644,-1.7119799346249,0.203295861832204,0.326600029896947 -3.34368802339292,0.676452747462629,-0.245328373026434,-1.23636718077056,0.681150208160934,1.65376764374736,-1.01826669438135,0.00456382384519721,1.16968911599249,0.0766493946792671,0.455893939036811,-1.30226001615744,-0.967807907161642,-1.96818850449857,-0.00104319533125896,2.63155812346696,-0.0682888886670584,-0.406717598418755,0.307085957156292,0.822439846670576,1.33019360688956 --2.65512675462008,-0.482652525567947,-0.095056536524582,1.66593797718722,0.205711047852405,-0.00336802130925962,1.48766025244537,-0.236381245962812,0.82883163360362,-1.80027951431784,-1.20680357797923,0.076533487674836,0.230108047486307,-0.114522040491922,0.0652800728728403,0.180041326493032,-0.274408546263731,-2.45314803481509,-0.495404472603852,-0.210643027969865,0.00278626072840527 --1.42628713713656,-0.669113467963509,-0.492548596551827,-0.749260196359327,-2.76141755526072,1.81233254144782,-0.830937212604065,-0.186214875753548,1.18295069770506,0.166920607964929,2.38607488101214,-0.197570531266995,0.787428455393553,-0.984522719653906,0.98566157989274,-0.50642377382515,-0.682129360549413,-0.579734002509663,0.668373351211255,0.278384395828165,0.704091956848936 --1.5274687455091,0.512801321922257,-0.450143474758941,-1.10395054201526,-0.430949663683961,1.59790601059509,-0.988195808968473,-0.763264836554024,0.269576811571808,3.48466686013835,0.0661379756528647,-0.718293627478788,0.251749983733174,1.33816404419504,-1.46826367966545,0.492091216225786,0.572396547994625,-2.07215267283701,-0.936869536539557,-0.161166088334586,-1.13656296704213 -1.19966679495094,1.04890992895349,-0.231013246741939,1.75138150213773,1.00722202671021,-0.718108436348324,0.866792959424745,-0.113963647069672,0.36923089465469,0.402556556237642,0.0155164043998973,-0.421583878586396,-0.298741830681061,-0.75777521678752,-0.923498570466017,-0.180302453588726,-1.13667414660906,-1.12118257427246,-0.732311147097252,0.702731710520899,0.543766708181284 -2.00836154700153,0.121058163102937,0.34532113400641,-0.703589894160673,1.84668889070074,-1.46218365975308,1.60330157226395,-1.02895233075617,1.24445302500332,0.730362095645396,-1.90344542221947,0.975893635380416,0.580142676487559,1.27771804750446,-1.33980237198909,0.262854222034902,-1.22282323419559,1.12263992495758,-0.994631709828228,0.0933089180784756,1.0638270116703 --0.119175187514608,-0.313292885379532,-1.19157281055891,-0.046169017814112,-1.7229724212722,-1.55494267528441,0.0377582530459438,-0.804971335039071,0.681857580814556,-0.0630038932769974,-0.655315320698146,2.13176644273513,0.061000718005687,1.80355165864277,-1.83650318311742,1.35245751770262,0.364912954361125,0.680579949148201,0.879553614116708,-0.105791838008487,-0.534623968262105 --4.59521044060927,-0.88067073001145,-0.331344898682964,0.150780704797835,-0.684371106163065,0.428345770414714,0.132384398077792,0.0594898220673261,2.24874337806386,0.37455269795743,-1.26104942808872,-0.578079207384602,-2.5882106942299,-0.815486625131961,1.07652480926683,0.35833663247121,-1.00074846347567,-0.126623173663336,-1.35261900323121,-0.43966440904896,-1.03823685817379 -3.87032829663642,-0.419286891272189,0.500743059963784,-0.508006164492645,0.0798337440613353,-0.99935438903887,-0.461061276601325,0.750633477347134,-1.19855504018314,-0.729610883808769,-1.60339838476237,0.269876355745184,-0.523352803416369,0.411462245840526,2.0587373076619,1.56075455614661,-0.55165423763368,1.18602965720295,1.50924109005693,0.963164102690739,1.72185324748994 --3.64039534353069,-1.4827516780218,-0.173476624504503,-1.72661037587014,1.16090905922952,0.437710363801679,-0.676172275105405,-0.0798462338549919,-0.762675744033661,2.32150203176236,1.52812782579508,-0.148153630382825,0.0171807936098921,-0.945324972894581,0.0557669886576659,0.533776994678359,-1.21015020634754,-0.876602412166953,-1.46457248123899,-0.070307168450046,1.08015334943471 -4.31829291194331,-0.697318199400121,0.257239540889863,-0.395426222913339,0.437650678775337,-1.74295419515241,-0.431381303667661,0.599007435494908,0.804109109941976,0.27515936077262,3.53272348885985,1.45793712498922,0.0390152011091112,-0.946915864427865,-1.06067933272058,-0.289734797023179,0.639659336876884,1.10087430474872,1.07924782136106,-0.362601510960977,-0.0883241610825354 -5.68317519194932,1.13496508865819,-0.618827082103042,-1.41152188305958,0.857634102381796,0.601091547688244,-1.15955742825151,0.795478260980235,1.42557255362316,-1.97900793129089,-1.62209792347906,0.38065869904624,1.26512397983077,-0.342554807594437,0.484979583334953,1.52166433575251,0.341140263348707,0.147803955722202,1.69827813089577,0.715681574077572,0.324113234617347 --2.20609618206326,1.11193184503695,-1.10942195506102,1.08386965685476,-1.62539514922114,-2.76711577750607,1.62491011420501,-0.109230439864385,-0.613231468612968,1.04893702413576,0.189709578100466,0.0659732605589063,0.5123214500612,-0.478225029207006,-1.20299598374965,0.94389646490365,-1.75708292991263,-1.2864491189831,-0.0654064938810781,1.4276169141785,0.465952875213311 --4.56490108861206,-0.870777633605343,-2.17033522782815,1.17022235094932,-0.23427831092158,0.181523061995121,0.0157082963259715,-1.45626952965616,-0.59098638156053,0.473464101356736,-0.276631195530699,-1.42280974550306,-0.805740038134745,0.0462290612339697,1.13273460180152,-0.461534576437562,1.35298313320316,-1.85064239598843,-0.0817376096792571,0.348314377255336,0.69335319571207 --2.70845437956542,0.210731585072843,-0.031303067810319,0.294754539964592,-1.03265445039147,2.26188714650479,-1.3459871285798,-1.92826438690726,0.032131106846098,0.188323568724421,-0.184728542742854,-1.39844488969137,-0.0747943201847304,-0.470414091448452,1.23673273793005,-0.0469397339824612,-0.721184320313093,-0.724461970687672,-0.330258508162353,-0.779169838885076,1.40485098133623 -6.53849460525439,0.0693956473744585,-0.260398475046864,-0.554427662566017,-1.14114121710094,0.711971304903709,2.27315173809193,-0.110846774144498,0.901450779660156,-0.153883552921532,-0.19722625188675,1.17681282350242,2.7949653992539,0.511882120409525,1.62631104732319,0.039163968445779,-1.77477594374834,-0.289502410559654,0.479936457800984,0.561147671808492,0.535241755370666 --5.44695574477069,-1.66264885284192,0.534430472141605,-0.403440689282574,-1.52193690165246,1.15727274483783,0.12201382008204,0.550051902966464,-0.724396589051299,0.0193355999763334,-0.415188104700225,-0.0344034580331797,0.93508363384961,0.337684947029677,-1.54629087589932,-0.304324184470243,1.67589340337517,-1.47024791072447,-0.74737818106527,-2.35065063910262,-0.534583167931749 --4.27712875270068,0.81083998017723,-0.559439365973233,-1.26812321935078,-0.754891944551621,0.250971246207376,0.747056967517687,-1.61669554993226,-0.963658443785748,0.0738850719972106,0.155260186564706,-0.217643199029612,0.877512180050592,-0.939132606090296,-0.194915606893702,-0.911761570058893,0.797655180739564,0.784267818042798,0.63671373760587,0.302013400202413,-0.70750062827773 -1.06427230234547,-1.91234579604708,1.60837018511734,-0.00913843754011657,-0.466761913116555,-1.09914106295398,-0.94888585119465,0.179806086573914,0.729838164542407,0.705288256042661,0.190203979494989,0.107682294338396,0.346089265201229,-1.22353980307955,1.54256476115266,-0.116838983480468,-0.688522477586666,0.849851259147143,-1.82925960161377,1.53843590795384,-1.20222372908048 --0.14762969600487,-1.24675342879504,0.556639750082132,0.341759322512972,0.0590848521877768,0.372423489145914,0.365596699121651,0.648243668413908,0.0567970911829919,0.564661077133281,-1.35809811643961,-0.38418719432053,1.06820642385475,0.808256626088506,1.3682841250727,1.35658497064416,1.00475647425728,-0.00610011129719127,-2.16524666541649,-1.92897307001039,-0.564313568825885 --0.988059051306464,0.998154445057314,0.185622477417712,0.394039668241633,1.41329823864582,-1.78435004066607,-0.134646620000735,0.240493389678045,-0.984503083111259,-0.928588702402133,0.292673442876342,-0.11273689155408,0.490271677929156,-0.81792870306142,0.485059710329328,2.15251458062635,-0.537475585312176,-0.724465454268283,0.967186090956326,-0.602262953826675,-0.0792971145861776 -3.07415902830431,-0.540872744514261,-1.03940830591958,-0.762995511643581,0.693857111933662,0.499263641296087,-0.890021056425854,2.95057552899655,0.549365224533713,1.07016152667937,0.459729765589241,-0.308315492613747,-1.78292088140814,0.106029319149096,0.693811617732355,2.2820837868072,1.26788630678786,-0.793949919201764,0.228966815600663,-1.72695409802672,1.13594700448373 -2.59850418213844,-0.216375790780247,-0.363382042037001,1.49032801548977,1.02706867634206,-0.37971578722678,-0.896657130189194,1.9566580870691,-0.301557786727548,-0.711390954522453,1.18822506198742,0.415192846618416,-0.416658471508408,1.32285684318245,-0.901708340025048,1.09155158101794,0.0398500433145914,0.654270477277349,-0.953868009274009,-1.64300546307402,-0.387479697168076 --2.8620133102826,-1.62193729284198,-1.37689058298087,1.15453962585253,-0.913285140428626,0.27895348740237,-2.15343861171778,-0.179995985532126,0.755500459890125,0.322528042615558,-0.7705950303862,0.756525191747033,-0.0124461335037264,0.182110984594583,-1.01071406765373,0.879026212439982,1.26861260316301,-0.404641436312818,0.300008978657139,0.0792893141325845,-0.974241007534526 --3.64793135038209,-1.45096396539936,-0.535472738709146,-0.856254000056336,-1.89569334080671,0.0259713715564676,0.891198707301993,1.16357583469293,-1.57030365159583,-0.261442572222063,-0.180628694978089,-0.342897497697382,-0.0424839257799635,0.193589621925187,0.209848835508341,0.632023777681511,0.487631291915271,-0.937911422285059,0.411938076110013,1.04790171505931,0.292200251651901 -8.06073137732695,0.35090973068782,0.274834709674082,0.571068724519737,-0.26223130224087,1.34252439327428,-2.21498197615252,1.87935128967224,1.06799519963736,-1.28603031481324,0.353255853824541,0.193332037148858,0.435444638549132,1.25901202669386,1.20426991354394,0.92877260679071,0.817178918165876,-0.218153842343162,-0.447405634696582,0.522758968434065,-0.348032404166359 -3.17654340404642,-0.174546928731224,1.31569555144305,0.127532621810631,0.554654624249306,-1.68496252946662,1.16933991602381,0.57443920075206,0.891258228765038,1.40927158549599,-0.69064816312652,-0.55759182920137,0.48187561398667,0.823046535712932,0.804513787939179,0.720213081550585,-0.256632260282926,0.124303863979486,-0.592799158320619,-0.68935516348889,-1.57022479157278 -2.79141364604456,-0.591428470216157,-0.170495811093392,0.847001625381777,-0.474006039498348,-1.89403425963694,-0.375863739395927,0.617500738872554,-0.2094389002363,-0.913547681454333,1.05935461650414,1.79258756610168,-0.200823129600287,1.28314250941044,-1.38473817117255,-0.278570266364177,0.765265776749818,0.151554436438456,-0.985766775274546,3.80132259754217,0.223297748815716 -1.66271717656005,-1.33402726089608,1.44695364696722,-0.777491954385719,-0.0916550100703226,-1.3833026973464,0.396393508801519,-0.211383945400282,1.42502168783664,-1.42962699444219,-1.08856368647506,-0.515520098915298,1.59065893830878,0.696385391114675,-0.668849808385949,1.33903470162066,0.900799893726156,-0.535161852940088,-0.44328074233161,0.987463935867946,0.295725181608088 --1.05817315066582,-1.09729850119228,1.64721350504056,0.861561134546914,-0.985609412820819,-0.837277972108363,0.173172159659428,2.00999359537924,0.89429274025026,0.556422300099881,0.942599358083884,0.618042172744301,-0.1712891220411,-1.63937998112208,-0.490941525555125,0.933990919513362,-1.38873425949742,-0.220963337305059,-0.650274592865917,-1.10530952630873,0.505039363209915 -8.28996623526596,2.03610360936432,1.0134914277516,0.890805853427837,-1.27842071930157,0.00256628968204312,1.45199978726471,-0.694480691311941,0.163260526929415,0.448892810631534,0.486514096737221,-0.449417391199247,0.469013992811998,0.544558364168789,1.23508792466859,-0.83121730038531,-0.738117605652849,2.25541519426441,0.974365775377806,-0.698976541695252,0.0548309218249715 --6.13742493464933,-0.326489593374826,0.0531912376296632,-1.90134246915386,0.608528023969399,-1.77304002263773,-0.336440045903474,-1.30122654332424,0.609632305437528,-0.350171493675866,-1.90913451745373,1.10193252523805,-0.0795609212700491,2.47132338401456,0.565465405143364,-0.49368200591262,0.574198839539742,0.930669559438583,-0.47036756995447,0.113479793464879,-2.09714613183378 --4.61875173770524,0.77400521202148,0.993177208271887,-0.477390964228073,-1.03063949062209,0.999676332527322,-0.151070097992031,-0.290271283226762,1.36486372715981,1.35689369473819,-1.30917458663158,-2.00326591805341,-0.308199965775885,-0.481012048978735,-1.9273410652772,0.85977924313245,-1.36273900717897,0.32985134113163,0.100077708069832,0.384206373701642,-0.776749506158194 -1.8077750026065,0.78500640067928,-1.65779075074551,0.369655161287667,-0.262970865842816,-0.254025998949579,-1.1504712133167,0.153426467754324,1.04973808579077,1.3878501123348,-0.605026410430105,0.536369033060791,-0.789887041843689,0.973899927228433,-0.0499534337703825,0.0912341499662354,0.402841299391409,0.202990470270254,1.23277560018193,-1.11475162664641,0.786739107735137 --2.64709663951599,0.763246080345894,0.141984700266777,-0.396056352660171,1.31020398066072,0.769222424789928,-0.0920287060244269,-0.401407979434088,-1.55758465190498,0.235264934214,-0.0534290608058193,0.746349186164438,-0.497809660356507,-0.533057518378813,-0.648325043628063,-2.54322183585802,0.642490225080117,-0.652841277591518,-0.392653845418145,1.93684891739638,-1.79186642713548 -0.813702021277708,0.294808759565037,-0.673173878521522,-2.45172006875493,-0.419293448880641,-0.102345029548564,0.333741339745167,2.08173311281928,1.93813461477585,0.0877514131605108,0.095269813464672,-1.05568895804855,2.15601506772382,-0.0998724740942779,0.810685815738503,-1.89738359650044,-0.567872056536083,-0.332208861133419,-1.08775934596805,2.31375856815488,0.442512821957475 -1.28046520761715,-1.25235592417266,-1.44189555080687,-0.675560286120942,0.424196683161426,-1.49921375649669,0.458821321645465,-0.578582102509145,1.45342298769143,-0.249422456624226,-0.743925025051045,0.166874240294729,-0.0394339831401137,0.0454490439375154,0.902993769625379,-1.12941705696662,2.29947171976135,0.165513597148844,0.811769182297613,-0.517726889299228,0.413050418773054 -0.333533087485909,-1.00950375276966,0.832124291210071,-0.253876894859351,-0.0415938108847926,0.102910817435721,-0.743027632619133,0.223105462581331,-0.542124186812864,-0.463232842662389,-0.382560445311815,1.21310673257858,0.0315874641211549,0.986591668996214,0.271383880545511,0.689387754685936,-2.21106769575336,0.387240341061593,3.16736556067653,0.260659140299199,-0.94867471623474 -5.86201610106745,0.751391194545935,0.256604961839733,-2.54709059933622,-0.730547028932813,1.46249872258965,0.610912089657096,0.534246955210412,0.856050388459266,1.04659901794295,1.35354082594227,-0.439583390041374,0.54835972125741,-0.00709824762763226,0.85533378702299,0.887675331249037,0.430382387256113,-1.13029263806728,1.44517868231478,-0.708862900108785,0.733286218669155 --0.681367318234507,-1.30835351258276,-0.686570117588295,-0.313632750617423,-0.335939255110725,-0.839391816444525,1.10999689910476,-0.514777478706442,-0.992161125039282,-1.96689603017914,1.0374142118798,1.18366472380723,0.498750524753577,0.89827426794932,2.08245918072446,-0.910986391613015,0.431367843400071,-0.0809969675046696,-0.18944790498054,0.283920284374528,0.0136153742768678 --2.14123306692446,0.527540097063652,-0.0153566103314507,-0.932318979698162,0.91976468797892,1.17592793748729,1.14444715599344,-0.662982675520417,-0.107043491349084,-0.780476294622236,-0.475679085280291,0.755514330217053,-0.496762243749578,0.213106294278186,-1.37691160056766,0.961484347680531,-0.975112068886844,0.981730510772745,-0.362754129006824,-2.42378810507169,0.445554160591768 --6.96711891681315,-0.53353957357734,-0.855341645871241,-0.584775819966425,0.0048418371900083,0.047798548985253,-1.12361225055989,-1.80284080077675,-0.552244325626753,-1.07844475270666,0.936814188121263,-1.94886534056576,-1.12131734240405,-0.288525251706741,0.30482839675426,0.201973403017643,-0.13137010309429,2.06196371875348,-0.307997564636594,0.000626926088881566,0.402318115930762 -0.312380674759205,-0.398376014093638,-1.87218164440667,0.15120895654997,0.164808394904276,2.35389080126342,0.563732043758851,0.393070130541591,0.367405821659559,1.02853783021735,-0.907996556562923,-1.7863078545181,0.185278638109062,0.0223231698254111,0.0331563089244108,0.116949476538851,-0.513743623664364,1.47826477476993,0.758262183745551,0.269379576270094,-1.15439852282998 -0.843434012147579,-0.789569450494829,0.741059033460329,-1.28381753257515,-1.46704333319212,-0.575218916403413,-0.366166721532096,0.208307437709067,-0.0739461591754225,0.0711318652571757,0.16711593739571,-0.754064050317992,-0.00903721871090548,0.490512402440846,-0.207222654569589,1.4783701845385,1.19548351873911,0.849888766330642,0.509123179424052,-1.60047433861858,2.74367156615762 -2.47077629530721,-0.230141136270548,-0.346149730900087,-0.509359092966512,-0.220504855644221,-1.74550514628994,-1.17933038556548,0.709231445109303,0.185316717482559,-2.67101446522085,2.42469798839606,1.01393360219779,-0.622896420755654,0.624327106790484,0.53269900756615,1.77972522528584,0.515212507638616,-1.96870053970968,0.842777936782539,1.3359454999405,1.45880932885217 -0.745362305002724,0.877184841651799,-1.39313275247231,-2.33802589288203,3.49538314108644,-0.207231440811435,-0.0979167406659831,-0.849829928198355,0.694033172211739,0.134617760285316,1.11565970004,-1.20550302947088,0.146946325027315,-0.564306632499949,-0.0469114479373778,0.446545230946918,1.43376772261231,0.708009723724575,-2.3364748026508,0.299175423264833,-1.15971662125607 --0.723655258557722,0.453733177541175,-0.781370237564241,0.17707364497961,-0.296338391033188,-0.0234606706496033,-0.807555132313598,-1.20993747544929,1.56961807711134,0.208202302406244,0.551241916556401,-0.931208979615065,0.546301131325036,-0.0256242186587958,-0.729931406872644,-0.0676306807287208,0.693406949224477,0.302493070771791,1.11947379345194,0.00739180993742576,-1.82094696690232 --7.33605373308384,-0.232464147723414,0.616985171337719,-2.01603388422366,0.89967157478488,-1.48048652849299,0.21440449538104,0.732710937690046,0.680020309286461,-0.0965888802860278,-2.02861393045103,0.417090276493705,-1.07444339543696,0.133589174654691,1.21697755794064,-0.914271631813819,-2.33463042786864,0.740242591770305,-0.836496033345336,-1.34295770707569,-0.845575820033695 -6.79902823397548,0.87000552469028,-0.27560768656225,0.0530140939398604,1.28809204888157,2.72769292303407,0.227288191578652,0.186788902532455,1.55776076490019,0.290085672316464,-0.415162871618929,0.124179683487125,1.45652783306764,-0.487217763021704,0.388189183215364,-0.746067277109125,0.217178647208923,0.639647227012596,1.07933952197833,0.0678779267455292,-1.39271787418455 -1.66882070176697,1.65600373414682,1.60031563243592,2.02071502672958,-1.45840188600537,0.291972156972875,0.31531555159216,0.30545086023663,-0.940897129023743,-0.597875043797504,1.67573951875844,0.0591733082837357,-1.59525762106613,-0.0733041287081283,0.711813920301978,0.120206976793677,-0.265229995404931,-1.89053327713072,0.309138312783657,-0.620977086879887,-0.386903537314632 -0.207619539621642,-0.00636892891484486,-0.149851471425947,-0.920512578178994,-0.717695826988313,1.44972635266916,1.23550479989739,0.224234159463669,-0.304181319729445,-0.470147289442898,0.872658912603066,-0.340390794423618,0.26531274015849,-0.585385156352371,0.954597242821017,-0.171922141534719,0.0396927779070705,0.188865202033532,-1.49165140533549,-1.42714377396341,0.416475169134317 --1.02204091934747,0.470489453107761,1.51114276870992,0.568642451683451,-0.0570519267988486,-0.63243773380407,1.52243926304087,-0.76550745398545,-0.975580693229691,0.353691990506079,-0.563675602538667,-1.88687432843419,-0.064221331938102,-1.827700177818,-0.488016298831497,2.07485642530188,-1.29958885254456,-1.22299519898169,-0.457085778749534,0.118942156787796,1.21329157524203 --2.38630396064981,0.278218649064741,0.415172414552343,-1.84223680690363,-0.398503879060629,-0.0751954958250528,0.225982543114113,0.761827626331922,-0.618739941173798,-1.28658833220241,-0.192240283717268,-0.190147999720495,0.961903885300218,-1.78919844416025,-1.31314686286798,-1.63510311248153,1.80231868038477,-0.254236107546485,0.934909825371619,-1.58440834647432,1.77977968760878 --2.92910521225597,-0.977902941018112,-0.738075011351478,0.0570862503620657,0.0498732523928921,-0.235363314087466,0.755027770703267,-1.00496362466965,-0.783576682686276,0.0933414516265312,1.33969077973653,-0.125137225191294,-0.422620985333767,-0.775947394782515,0.521375519208631,-0.339405790342948,0.71812060099842,-0.424768102811391,-1.4761445014477,0.501505824180247,-0.32596353528295 --2.37332959231271,-0.92658614214595,-1.61042322654824,1.51595626699687,-0.0621472613640324,2.38749938871963,0.140561385782497,-0.30694427289786,1.03858019453497,-0.24169238560527,-0.27351335782066,-1.06707180886349,-0.626784276347475,-0.117203659813095,-0.133902387481916,-0.427061067774642,-1.79000532009577,0.37358259720823,-0.237306556959965,-1.23583232346731,0.6081173692897 --3.3670429889776,1.9197704626212,-0.518361401552673,0.343779123339787,-0.173420154477098,-1.13864182062952,0.60281206256801,0.345964749011379,-2.41982148765061,-0.353681741180629,0.262258987579265,0.148198213605311,1.38565706776383,0.88704201384995,-1.24358594317409,0.884654451940425,-1.4395253823473,0.175281078725832,-0.657488705604917,-0.535327217934782,-0.720459169838644 -10.6028637190114,0.881277787776179,1.18273189425777,0.994473054227687,-1.01900995627421,-1.27214497234462,0.697680404533703,1.50885713922791,-0.269590123536124,-1.80186234376107,-0.106306524767281,-1.15829584383672,0.458638262891028,1.89571203020254,1.81304339177088,2.34543724051615,0.705469032986768,-0.243470473308651,1.92281023934276,-0.205433864362594,1.28424313762421 --2.91243516074267,0.742081771926477,0.209595850728286,-0.437232334136451,0.257179456074296,-0.756813915145337,-1.12717414799806,0.748415494649194,0.317976970177638,-0.576723538667647,1.24943105605793,-0.292745733638908,-0.942117964520504,0.0828853070737723,-0.422785053910095,0.874564305762107,-1.25256884870096,-0.0621265854383718,-0.504957377457671,0.961723532027229,-1.04832109426912 --2.03635236609341,0.147573404049434,-0.207457405463631,-0.48863478484045,0.48231885527515,0.167679544378054,-0.234489539852208,0.730766040884118,-1.53803777184003,-0.212300999248512,-0.0934010144630494,0.726533478450226,1.36109515014665,-0.679678845881445,-0.993745003806793,-0.230764367716035,-1.03827454530868,-0.235125090592248,0.825661090983066,-0.0189208777774186,-0.452746473661331 -5.22006369275962,0.485388564992269,-1.11432379586376,0.71733626902146,0.909445848245868,-1.92071041114862,-0.00369018023813129,0.0836484715551348,-0.867643718883187,0.937929139946869,0.797693622572366,1.59386045846109,-0.839874217973504,1.55519729221501,0.432116772101228,0.662069864258639,-0.764393798360092,0.205930312516564,0.372541593457105,-0.040973028228139,2.0716129300421 -1.10648122711944,0.151856039545981,1.83740412653154,1.60664290675201,0.457241036382678,0.923382569376497,-0.133065057880502,-1.32014339270758,-0.703704199273249,-0.573466781338346,1.80647701830508,-1.09344883643099,-0.466663248552976,-0.445481712379024,0.0458215430370216,0.230706662960013,1.04731931165117,0.263872616331646,-0.737469012159113,-2.18838432966269,1.60363390663386 -6.19624741481177,0.0419987540872705,-0.698435440033144,-0.687213464647513,1.41631297365852,-0.354086727372381,-0.530359128701721,0.307621494393191,1.00341263715756,-0.37506127543043,0.360233126525584,-0.596679376483388,-0.085955603936275,0.365986494710509,1.83191621711362,0.881839985626545,-0.78483113966612,1.09558465203595,0.128110964288395,1.99420112635687,-0.217912255371425 -3.05122783099505,0.223422311943048,0.883466674441805,-0.225722292417429,-0.545988994898677,0.183222401932542,-0.247597551753308,-0.255742352113447,3.30221815613196,-1.80106365178951,0.0124847045690845,0.777827173129005,0.479487017823755,0.508482157991737,0.262627582604378,-0.199935195084177,-1.3747361681471,0.63321791917257,1.21872118226198,-0.997329735803361,0.885748303936479 -1.00667193765802,-1.01046508600421,0.806503970664565,0.367292367997709,1.50300461137128,0.213416470460391,0.163710143217938,-0.657286614228768,-0.766620234660963,0.741572108019165,1.45687464229195,-0.815893820947857,0.317605854857098,-0.94354783686042,-0.197015023066312,-1.80291851857478,-0.705133428226756,1.13145524788234,1.73418156088781,0.901992694123973,-0.654274278881818 --5.29927402717161,2.40122210197122,0.348261755143718,1.01079921311184,-0.532997120727495,-1.36037560856274,-0.407126847452218,-1.50465445004726,-0.761346731913914,-1.12378241033272,-0.711794364401427,-0.615531518893315,0.016015087105343,0.549151883429054,0.328179891003576,-0.863035190891241,0.134130750062354,0.0179379544219003,-0.242070665440893,0.343542694774754,-0.754430785604974 -2.35468571953737,0.801961790270882,1.34773812587453,0.991036784010022,-0.245454067619077,-0.780392132180357,-1.96584211660615,-1.25526263467195,1.9265359375046,-0.00695688883011482,0.751077429108209,-0.490583081634305,-0.105737676507821,1.31842292079972,-2.89064874837934,-0.917107619131984,2.64279058032335,1.08819460833768,-0.00854540348326278,0.00702697849063022,0.426197358119773 --6.26987065171871,-0.25120795895565,-0.637014683970955,-0.586475531269612,-0.477513402034977,0.967689221768294,-1.12860291936678,-2.84625281575344,0.350445017759555,-0.685709924367675,-1.10918511004624,0.0605151596964373,1.73011371399836,1.05904754507862,-0.625991881378463,0.599135168193727,0.769323797914761,-1.2566332938659,-1.1605322909984,-0.0908137082630379,-1.00165539539019 --4.33017929731454,1.21288937082924,1.39891569969215,0.715878612845144,-0.321853903138473,0.243505291274641,-0.677198633754641,-1.26503583316684,-1.30391601600558,-0.356688854095269,-1.16775167721404,0.654707879084917,-1.86256364221258,-1.34793596239235,0.514674975186528,0.859561533162382,-0.891301885235705,-1.04874122714927,1.12588215606618,-0.626210474873159,-0.267841260164701 --4.21708089524492,-0.627258086004879,1.23008571785444,-0.756400536506243,1.66530965490444,-1.12099792017759,-2.07349449997629,-1.45354419911334,-0.819863950919553,0.61719006040197,0.287422049234935,2.4218123269855,-1.41348538672014,-1.4454456576416,1.2963292834422,-0.734460173913103,-0.670646641040775,0.216416010178155,-1.77112744636466,0.170385349789517,-0.482184106065026 -1.59081836316022,1.71115850747586,0.293949131371768,-1.39417057797346,3.11907493306696,-1.21678396467268,-0.261260131804528,1.2955809571146,0.0176266341963423,0.513585721820816,-0.732592807635543,-1.20826233279063,1.31956597441746,-2.98078617608993,-1.2566956115302,-0.731814401590827,-0.450036807823267,1.070884634466,0.0279047097509998,-0.139413679131194,1.35743541088591 -0.629019490621286,-0.39437355302276,2.99591977718555,-2.01114292399539,1.70967506853927,0.630892108187744,-0.173407290559567,0.33981631168507,0.697630580144739,1.02239991550475,0.411301103079561,-1.50087599241251,1.16940466771178,-0.944054404670102,-0.692373955069012,-0.121403791151572,-1.35243595258004,0.0637878237027792,-1.23381742028232,0.204279526761159,-0.66053929984696 -1.14840209620047,-2.32149085645191,0.102538171080129,-0.275563583369291,0.483152176802668,1.13179180137588,0.680609033575764,0.3610265085499,0.697772903471748,-0.128871179923208,0.476846657476125,-0.494605348523311,0.729629087513641,0.484743606167893,-2.15977436393596,0.859667514706541,-1.18439549688284,-0.062202031134626,-0.162953831188869,-0.957051818314125,1.37007294503071 --2.26202673295152,1.36411919539957,-0.305003867762844,-0.538308892905662,-0.0934608907311067,-1.48597387641257,0.69053202686779,-0.76502211772452,-0.757570209147935,2.56664878861981,-0.571314538942443,0.00730725176989565,-0.166288797838297,-0.439281235469962,-0.879937216896992,0.879675507465418,-0.319586949429856,-0.480896884391558,0.719791333540102,-0.0520133217839004,-2.37353343000987 --3.54529131600186,1.13222913272875,0.27772771371239,-1.81697924826397,-1.67643259118454,0.178202233249614,0.554945787573022,-2.41690095463363,1.38332987972667,-0.696034455178957,-0.246577390799377,-0.965008924855353,0.805472206447714,-0.494184642447221,-1.89331773385991,1.11744937866105,-0.0517953944939047,0.664086599386339,0.987563801486375,1.26046860807444,-0.79155703490277 --1.39659311847989,-0.774316319358709,-1.49996126767405,0.528214117951103,-0.821509424508904,-0.752512623636223,0.0176412439861623,0.245977735861716,-0.638323470353812,-0.230512605617319,0.227275111269365,0.98864194888858,0.785983207282824,1.43622430479694,-0.622039591950359,1.12466174737975,-0.372783016808433,0.698284679994643,-1.24617894553159,0.183362897123759,-0.895866771415615 -2.94585136891646,-1.41037496599359,-1.19618954930971,-0.759857884374476,1.86028040517537,0.524735234024703,0.130543605041928,0.749776108085137,1.18028594471639,0.169901667224738,0.487213395198904,-2.1913514663839,2.0082226277103,-1.70490634018052,1.5181594736225,-1.17674652286265,-1.99681648385346,2.32952717811198,0.98722838898037,-0.607578410903139,0.312419674505369 --4.64071026863119,-1.83452758069664,-0.919057761376413,-1.24525188189784,1.46855341017514,0.882065616547045,-1.34849687677086,-2.15788660659657,-1.03949984378444,2.48272470784798,0.934118258012679,0.404066919711169,-1.04760705199508,-0.612651621587547,1.24956962896588,-0.378013535093356,0.355732439077967,-2.00339710787005,-0.237246048228081,0.373205884428717,0.133539693114245 -9.03308375836387,-0.269013537930427,0.137609118865003,1.98807871955624,-0.511899440393457,0.439694469628635,0.0654835523222697,0.0281083056052498,-1.36911052137469,0.332824318099718,1.44350253418415,0.380994003045756,1.13023131161016,0.659027793054706,0.505123755275037,0.0724337034432971,1.9760951898865,0.450209900006139,0.583168890478788,-1.22837664126233,1.08372358871668 --1.96165979097966,-1.83392857727967,-1.03600634866582,0.332359628689053,0.0858141230958944,-0.474978796816569,-2.01422535602462,0.592141982777599,0.715631976861344,0.704849956422552,-0.635474446887962,0.796427784773943,0.81961550826666,-0.291701619410083,-0.173718152883797,0.494218526738114,-0.530890486346212,0.680299365256648,0.517456814826589,-0.270389825116736,-1.67068089587198 --6.15682615377123,-0.814468018774975,-0.463999800540687,0.229444207022128,-1.37307735491273,-0.53389154209279,-0.238164555526478,2.09537335814669,-0.0162790535790908,0.714485845874759,-1.6389709377622,0.417439821305068,-0.320631849781323,-0.092011347199625,0.512527293239654,0.173568288574417,1.94599332356926,-3.12973400656404,-1.79313863234692,-1.12447311954462,0.260076964052274 --0.0439817278699506,0.163572122378624,-0.0192741838730633,0.346192714934774,1.72456276265796,-0.105002123837224,2.35152687065615,-0.420063816524452,0.2402358406189,-1.12708385429319,0.0230320402339329,0.380794087180324,-0.549284782311413,-1.18157869775783,-0.729510294226251,1.13600205383669,0.289783009842803,-0.370485152865395,-1.7934677633431,0.202968129054806,-0.907044764275182 --3.54017650028908,0.855519222050403,1.12743355349332,-1.26861957738192,0.358145752077005,1.13271891767452,-0.396030987998966,-0.508634672151526,-1.6280030797399,0.420304378876244,-2.30019272296974,-0.831262508983534,-0.171448319973768,-0.560499351803487,0.558850586724534,0.258009001639225,1.00246123481556,0.090969574312634,-0.0119855194027274,-1.28496992670071,-0.263863607351905 -6.8371898250082,-0.819963126879738,0.244604690514595,1.58230105996147,-0.606793037414817,-1.3983216397946,0.870673463899208,1.66875951998232,0.811513449175018,-0.734284701231283,-0.729506539867652,0.0206921554237268,-1.85857517231395,1.83093066976672,0.857565303772364,-0.601244487441322,1.59657045750478,0.560343249909544,1.78825006166609,0.370871219375705,-0.0856030733243916 --1.03818369689891,-0.123602759975676,0.711668391909385,-0.540854485175253,-0.38667129038064,0.366933021585994,0.896631631850156,-0.435196578107068,0.527919014766427,0.122840225851717,0.851184415810064,-0.296615730420139,-1.34429758922998,0.161953380400072,-0.0397775181623225,-0.79611060651734,0.443844798507804,0.464583864019422,0.144776279683995,-0.423203445855694,-1.34510463465662 --0.711023191217995,0.254948236041434,-1.23529175091069,0.55920816559774,-0.818054659520686,1.2820115392654,-0.88873750043883,-0.182390243378123,1.18706467955914,-0.647350499633426,0.324920031838545,1.94577487104305,0.504725785252,0.948157753537938,-2.1876041878633,-0.909165815039572,0.648368537255465,1.20931933576921,-0.0464832418427281,0.0494992222160254,-0.255025758555649 -1.35265215366812,1.71892633823732,-1.03317592929897,-0.742301333699265,0.540109512457146,0.178252479374994,1.28928731949484,-1.23405092897357,-0.89855194365303,-1.06967078929189,1.38192962063169,0.136126241701545,-0.989201878419044,-0.390009074067363,0.854663173048878,-1.09026685713799,1.14557630052697,-1.00632358018815,0.437888588970382,1.78456270238331,-0.389825476054519 --1.20092514214887,-0.958543527527119,-0.394305155966406,0.779701266154244,1.21182082661835,-1.05290708657421,-1.15415262995973,-0.0780152142727847,0.501322566229091,-0.592137185236091,2.17790454702912,-2.60233370777348,0.992774631371619,-0.54175338327996,0.0420986735421299,-0.416391653405655,-0.300209345094243,0.909999172100388,-0.276383162485223,0.722390488373118,-0.837662250133516 -5.50545726997934,-1.60431026176048,-0.449399187617484,-0.724098350845561,1.03291252608826,1.32014011950468,0.133825139588527,-1.2495175686262,-0.573446359643738,0.608601773513248,1.13471400659321,1.45247977755166,2.05027852661559,-0.249971875101825,0.454781714566006,0.107504375652391,-0.396969421110655,0.0652273135932215,0.881895939483686,1.76767356739038,-0.039594733168442 -2.20805676194306,-1.8456094217108,-0.243967574404683,-2.01843092236705,0.633845310271513,0.748951960560288,-0.642675876729655,1.79583687983551,-0.597752416951253,1.70177304688532,-0.822198834720801,0.961161918900878,0.385472147195864,0.0580375379851924,0.177654498519425,1.19529919130411,-0.936089989213432,0.534873518696668,-1.00157765465497,0.277740187355839,0.807422410235549 -3.23337629090825,0.55573718528977,0.921963375524979,0.855251064947311,-0.013797745589561,-1.52903214716431,0.809947632921228,1.36731385016645,-0.440811042938256,-0.0541302280950202,0.795567604434556,1.23625968078515,-0.741709422543867,-1.01394098989933,0.377914574081552,-0.870393191423801,0.738198539735498,0.0716623188674533,0.500565331392573,-0.195241909635623,-1.27800207680435 -0.736861849900091,-0.0601191913503692,1.49806356112148,0.648949553488587,-0.71723902055984,0.139726103657921,-1.62654784956378,0.352432135551935,-0.575224936366718,1.37713929496475,0.204636345566797,-1.38532270038669,-0.522974495190323,0.0943001869948837,-1.1312524751486,0.281580920601842,0.724249083416383,-0.42753611726616,1.6731995369139,-1.29277393808511,1.3580707917438 --6.80414839868039,0.772086304393126,0.281534248442548,-0.710289990583098,-1.49287779822167,-1.28069731045254,-2.64383366161932,0.29905207950863,-1.23743355491091,0.357994946955998,-3.07227223917546,0.703108711241512,-1.60536238270481,-0.673588346512276,0.513353703624576,0.0503604192868879,0.215847605872047,-1.03130793596383,0.114735781242392,2.82642015003191,0.0764438400008704 -3.71923725368,-0.140839387157354,-0.0408314720557456,0.153362632738269,-1.08061765014443,0.859563366394237,1.34457030268834,0.655496190613509,0.362104197967875,-0.103413490070492,-0.661813307202516,0.394316620543067,-0.821052720948021,0.352805228246995,0.585893240229173,0.785798986483411,-0.926816726526752,1.40162089817949,0.339435473949056,0.978243514882202,-0.510178055947799 --6.68450493061959,0.393093925514259,-0.0333621254171957,-1.42545597583106,0.326819473516303,-1.55024164575888,0.13152708280528,-0.14071134159506,-1.56656852408651,0.110427798621939,-0.842193370717186,1.36427756890562,-0.138755921976915,-0.45116685740057,1.68659635083431,-1.11802257425502,-0.462273862767296,-1.92399395202722,-0.205957441143147,0.315488807588309,0.509446393437196 -4.93732546895669,0.224218574159447,-0.664489101130321,1.51011398196754,-0.890195302939191,0.596898027971404,0.429441006322482,-0.124555461345601,-0.288614750161476,0.844082410397731,-0.101415639777,-0.538720353656829,0.470549875876863,1.14244764712653,-0.616036839157004,0.273409702852597,0.112890517809394,1.13372019166689,0.608820017930707,0.650117311576362,0.901680234538105 -3.2332982746171,0.0235419851685809,0.94193169670467,1.59253063596277,-0.323356754086727,-0.419602095593399,-0.395334829425564,-0.376249185587179,0.0535400611982981,-0.535358512306759,0.266438603533648,-1.4250112290527,-0.246590816042405,1.12048653981691,0.672045983224551,-0.726230491874769,-0.25651641693569,-0.518024905806783,-0.22886382632623,1.43421834889609,0.972407903882783 --2.114360876717,-0.622962659764788,-0.164302661866564,0.289273611432937,1.6034340343262,1.84586751790404,0.508156824888351,-1.14615727618376,0.0797931237054804,-0.503393965385523,0.140033461523254,-0.58297919823273,0.40827130961639,-0.461380112007531,0.73571556268414,-1.57855191966817,-0.429275410797966,0.110091944974127,0.0447512517864601,-0.609858838196986,-1.1052923722239 -12.9850548813832,1.26200938062639,0.790470253885858,1.70342241466892,1.2158431294781,1.13722838657579,-1.56892462194391,1.1876254834368,0.0803317564459361,1.38618082109601,1.87016528374598,-0.566018234551961,-1.18945817692088,1.72793975754845,1.03204679899479,0.290393198175874,0.465436118641182,-0.0302377907371514,1.00496613860209,-0.234157034603202,1.24159288200996 --7.656675262686,-0.405774042775771,-2.00705324691346,1.29083168595217,-0.130870056076424,-1.76183258227029,-0.842644707399641,-0.864119788660232,0.53502293143601,-0.551803725169707,0.287077804080433,-2.04189805331288,0.845081188167979,0.460968431880864,-1.06539382659408,1.28651171133038,-0.0963383169954123,0.609918104890343,-1.74091881067721,-0.232540317342229,-0.0863631789672737 --1.20173465003341,0.666763771442479,-0.63244989786766,0.848327487976506,-0.0527281036858816,-0.418666372519399,-0.708995007896051,1.12135917599829,-0.256044592837418,-1.18780231930781,-1.02075621116833,1.06585187204559,-0.34706868932209,-0.569268400344448,1.11913934166047,-1.11120900527579,0.453162301949843,0.398795780383066,0.513681037574022,-0.0943626717880676,-0.854872319369927 -0.922387760264129,0.164639154530128,1.12447287086377,0.350414365345641,-0.177731511976494,0.277277833006723,1.33335209970108,1.06878392177834,0.651441061089772,0.00360001159635885,-2.95535057214338,0.411428018155113,-0.298262511774736,1.52093167389675,0.239817468084605,0.335352109973008,0.334109407417441,-0.534731827114751,-0.338035912036649,-1.6272580029173,0.180840190480867 -3.06444774410571,1.78152447478717,-0.825866020936821,-0.00483943687972187,0.517037693651267,0.617196810827109,-0.793810894595727,-1.05525295104766,-0.919070289268252,0.346932284762425,0.320268159629731,0.760635953013057,1.26979524945438,0.423298631319581,0.00170395086445134,1.13262173043494,-1.19086527652123,0.881785404378714,0.722806109088674,-0.436031297536916,-0.855327118459373 -1.37593017980579,0.711213964323878,0.976675396583286,-0.0599102031227241,-1.23187888453536,-1.82336247675196,-1.92146180246165,-0.279345497539927,-1.20033380031685,1.5018972773577,1.59289318498584,0.75424781640624,-1.10375521778583,-0.112039408338749,1.39846227993209,-0.0445181447486336,0.118563944804817,0.232266256317848,0.939694609841172,0.817730993630967,-1.05512130492785 -4.73543762558158,-0.33769115586237,-1.74697569859874,0.063462277123521,1.23668640813783,0.458239120808685,-0.785541209906494,0.508036484488843,0.273627415706725,1.38819057351385,0.620507059070425,0.278020396932992,0.98079020950423,-0.133620640842155,-0.0952792054065717,0.851802309191418,2.23061570545917,0.849040661480793,-0.497259938998769,-1.77374952933229,-0.0806787008124209 -3.75621939521258,-0.00914895226735463,-0.807502371633635,1.268211011836,2.40655058707151,-0.920482369187948,0.709671448711194,-0.173115166761001,-0.47637100794785,0.644164085869956,-0.0073810003395017,0.0382119613568678,-0.123441916983426,-0.456997713475442,0.400531227823441,1.11775929229059,0.267747085433384,-0.295098371364342,-0.118892362938282,1.10738316384097,0.246726403372283 --3.10683415914172,-0.125309208413434,-0.505082847399958,1.06734303193283,-1.55133522143888,0.607967303118128,-0.369902735094178,1.20294367088237,-1.94425892172047,-0.0488180493509081,-0.265665150602344,-0.616996586700473,0.807225036684898,-0.169487306217169,0.0742306080562067,0.191915639556284,-0.847953207173066,-1.27843820456946,1.3312380364534,0.24073850793561,-0.350733249168853 -0.217727532960654,-2.0908460969723,-1.53043700059576,-1.10691095357287,-1.7522207960272,0.620929961667406,-1.03890054797958,0.0293114985109414,-1.08182431864202,0.508378395136702,0.836971282505504,0.582234716804597,0.34031146372635,1.90489762876263,1.58290047915945,-1.41282263913166,0.921623087904295,-0.584297989464496,1.42019628417877,1.60962809909632,0.870256529656951 -2.66868885247339,1.69739389482068,0.207108113548717,-1.20167253688899,-0.720745967086583,2.98407958801673,-0.818911126304582,-2.09616770379926,-0.0674783289060561,-0.0454031060751966,-1.60222236799001,-0.0376141946027869,1.11926144508989,0.666932012051287,0.235940599354246,1.07894205675465,0.285394124796517,1.99183352203285,-0.496262749163831,-0.363408912917457,-0.828542961061185 -4.11129442408386,1.06388115448751,-0.564634498218866,0.445196152610739,0.0765561538286858,0.608261920749777,1.65334490103127,1.76920426845508,0.91092194051106,-1.13070902991746,0.710281406503865,0.328339440754032,-1.57837146572998,0.339167027402047,1.32741712860282,-1.13949019850923,-0.722564752274051,0.682597911565279,0.871858695362116,-0.912783461095838,-0.553275016843332 --1.03685399679471,-0.766616636225272,-0.563167642721162,-0.480898376237715,0.0875429130748618,1.06919294915754,-0.62714977483022,-1.71430297836374,-1.50701774051093,-0.644051230956231,-0.329349747470396,-0.700678063570439,0.0784407219278985,0.893544649621186,1.89883588962233,-0.463435613378368,0.850746700403864,-1.52945243022223,1.11473518162221,0.580862472734894,1.16391896961473 --2.62153532296557,0.38200755917038,-0.286674009169701,0.308437196112509,-1.0880976302341,-1.01694320802563,0.311697629911744,-0.00334375836279491,-1.54391725132176,-0.901798250114948,-1.11874779322878,0.0931058288472726,0.521170536590153,1.868812270043,-1.05001761218254,0.452381125608392,0.930379635678372,-1.97781837944784,-0.961635011130752,1.14188402588667,0.0709134432264702 -2.37842909277017,0.241895903606986,1.1686656420631,-0.682207791908945,-0.232868622057659,0.803077646043264,-0.49101109991185,1.14168978765967,0.50875428097504,-0.278541466906462,0.111238983971602,0.426180531138822,-0.395788401796439,0.105376716320448,0.779839267917267,-0.292920524030286,-0.614521006241829,-1.75655797368294,0.825038981540806,-0.0924478785750334,-0.101875197707588 --9.71896893611581,-1.13275941105242,2.02175507511575,-1.07336652845944,-0.189632917813243,0.0896929660092563,1.77729081411994,-0.437427358300318,0.373920785384336,-2.11843714300357,-1.34568605723834,-0.774508177501309,-1.90571185431704,0.277144026501916,-0.978753406761757,0.34884030313606,-0.883088075453882,-1.0049973354522,-0.857515838142749,-0.117430483485105,-1.81539124429693 --1.09840889304046,1.48990741365323,-0.26573854784925,-0.251082830483892,-2.30666906299861,0.305974267904163,0.774635059882477,0.214140691660756,0.682810403316246,-0.710762060242166,-0.644444800593598,-0.449240679827031,-0.235867166034533,-0.63440898097782,0.394264116499647,0.75971542753949,-0.385041835502646,-0.593612433883135,-0.552808079726348,0.375171735900182,0.882094213039647 -9.62938916672339,-0.248247104968965,-0.0793729157785924,-0.0127828785349541,0.0618676494924631,1.35678613737823,1.64107426408817,1.65242891001357,0.0231064007105896,-0.698581422002863,0.230341618550234,1.09975765127438,-0.226467669019041,1.36213949443606,-0.948817826989095,0.449561191277405,0.136227359442982,1.49612744419926,1.28222585342636,0.0917743140955194,0.455910718518698 -8.6865674068855,0.183583707943453,-0.260266050810296,2.42519304992434,0.120913061374103,0.806613690813758,0.737406782738227,0.460973431383261,0.94293686309378,2.10083793927694,1.41856955777956,-1.88769374097609,0.87007457488169,1.01989447718503,0.29660711307752,-0.733732905855101,-0.422336825184498,1.39873854030749,-0.535395910488479,-0.686892348210238,-0.0417871593129358 --8.58106456188444,0.404871009439746,0.650826507236738,-1.40329626591604,-0.155364994071413,0.225507174622232,-0.786831578305272,1.43019852179265,-0.762327457575328,-1.17441492698287,-0.889870906226299,-1.51616599694294,0.704698403057333,0.804119306640572,-1.0929122407527,-0.460265809893164,0.333592508470854,-0.528954280947187,-2.78314696295142,-0.326532409771025,0.133583919878421 --6.52295803017937,-0.994124469309423,0.955436065749747,-0.057664358518354,-0.348261737568014,-0.193611034491118,-0.837031461662341,-0.678094861550912,-0.90630434046764,-0.189938976611895,1.22747114892009,-1.58288304941233,0.40666718289609,-1.40663933261995,-2.26200586998253,-0.839126521793751,-0.88331749310324,0.636039599053523,0.865964467047233,-0.374861814679573,-0.0395133789101117 -5.34541632398142,-1.08542932956727,3.6243613529406,-0.138034707194223,-0.0515260417021636,-0.0256887706631953,-0.695603609812728,-0.772611407255526,1.51034959892337,0.136355244362028,-0.425038330152248,0.577568010740724,-0.556496487713495,-0.144823308894201,-0.584168068813449,1.86155295186638,-0.34578142539715,1.84499609385289,0.258556173896947,-0.000307739098074927,-0.0937743326351628 -0.648518028035747,-0.0485425545297223,-0.777097250350162,-2.68798010050847,0.713537910814545,-0.417189246577963,-1.04653656897248,0.606896901216476,1.44933994387253,1.13728194401476,-0.98762211913178,-0.0961312659615412,-0.845267158805276,1.00769123906889,0.92989938659505,1.52820208652693,-0.525583951696001,-0.382217316609316,1.03354799815335,0.642240691138592,0.00494437160546249 -5.50202207555346,0.576085600512206,-2.53072686277303,-0.585993767929371,-0.501365945651821,0.759057159574412,0.561070386095953,-0.309779594750049,0.558670908286312,-0.586252872201321,-1.05387222508036,0.147974873086808,0.515871817708659,1.28024813550829,0.426607376810471,1.0754727457224,1.02066959343583,0.487315882997634,0.678672590269341,1.04927451933256,-0.00970979590598236 -0.226188451559844,0.0738305318446132,-1.20815403647852,0.365852901462629,-0.221745918301374,1.88292831115647,1.4802651363519,-0.133664686296991,0.338518652041358,-1.4443553419372,1.62939265635808,-1.28316379769005,-0.980094146523045,-1.14053386323178,-0.40937038401333,-1.80591468474202,0.541250506433166,-0.632692173397469,1.64498697698952,0.617900018142815,0.96080711626088 -9.45695430724329,0.705945571302218,-0.621415850209724,0.455359537017233,0.474320246519951,1.00863629398133,0.73361810846957,-0.71997996683359,1.03750459515226,-0.0462452717570221,0.495234145916225,2.82922305931086,1.82968387031714,-0.817980941851542,0.442903255134205,0.584383823282069,0.513685109668862,0.214128198050648,0.921411031419731,-0.348583980285842,-0.140248050694868 --3.26516078692801,0.334980103391354,1.40941691918993,-1.98712516774908,0.938804718243951,-0.509226803055252,-0.514389432497702,-0.578503529965939,-0.275090926277803,-1.85647664545273,-0.284031205502209,-0.74780671116003,-0.171711856039151,0.681540882473838,-0.172233711583362,-0.79239125086336,0.834083602015366,0.28180168920812,0.196762449135024,-0.46504452569624,-0.443626125378515 -0.77707238701991,0.545387805924617,0.580172391298291,-1.39520186547971,-0.710495732344232,0.327623406840457,0.626453965195245,0.214228040781339,-0.192182469990121,0.261730623287377,-0.447172401261678,0.759842476728544,-0.764544788305984,0.905200749291655,2.42499164084527,-1.66324915201735,0.032710846083312,-1.046120157465,0.131669850973432,1.43511249624563,-0.533088259509145 --0.396472163806205,-1.40290590594127,0.245235489338599,-0.28179804332576,0.0205295288414983,-0.974421131026091,0.315002439691516,0.0974969710582617,0.891200786234725,0.988476829823572,-0.0276959079965212,-0.993204947421333,-1.19154807254923,-0.096258316661379,0.715678994748353,-0.155717943858822,0.244179291948424,-0.704850379076592,1.23089080205132,-0.541938570707863,0.422080858090569 --7.25073832486252,0.677053890943881,-0.683227174253667,-1.49886595360809,-0.591870848457765,-0.648042548087239,-0.121620830734674,-0.154120395849272,-0.278543698728369,1.58757975315727,1.19407101616256,0.12305835238287,0.693016402475442,0.0188056655902099,-0.932977844826449,0.180387762222853,0.659028414374904,-2.63349900633465,0.215599165185537,-1.13177473462548,-2.82540157655237 -10.1028680912749,-0.789800446142907,1.35798041717673,1.88901902403295,0.292995216298011,0.193549344577565,1.26710766596252,0.164727002710908,0.161028460517406,-0.562162527155416,0.638277570181062,1.29740469835067,-0.781312390054059,-0.297964692879742,0.654637668714196,0.344466427710748,0.504943479326746,1.1992017292284,0.374555854371468,1.38899142838459,-0.633966970981554 --2.44644334415365,-0.465728889434096,-1.2183994673753,0.183198327846434,-1.16169129565321,1.93150496609634,-1.84096709062593,1.29824788090203,-0.0268361715751004,2.6504351486362,-0.958287240016236,0.516089831877984,1.70811690670518,-0.663201520457878,-1.70678699940642,-0.749624259059983,1.78297044270843,-0.614500207612868,-1.11613895310278,0.44022004026693,-0.553585323386413 -6.94872167773123,-0.104852065234789,-0.510117478419977,1.07345262776119,2.48802161289803,0.461311373753512,0.096080537046704,0.465612576893598,-2.432257066789,0.0187185640990086,0.666855169243554,0.53358708478036,0.305961576191953,0.529640486535875,0.136721772880308,0.293878607902827,-0.0693726618817922,0.875536959570874,0.298909802202815,0.689441009753847,0.0770701549708364 --0.96113924136666,-1.64785108730534,2.58605704824963,-0.487029736575782,-1.61308470327741,1.10583737764528,0.54478333527279,-1.10018802859179,-0.827921896350465,-0.130283523610095,0.236275051685282,-1.095085948934,-0.655900488032386,1.05731923355206,0.500927520129098,1.53748444683448,0.0809950723674278,-1.24485720969538,0.967463675902186,-0.70448053707976,0.0467414555641769 --1.20921089945649,-0.0995369519713592,-0.739061666553098,0.540927700270653,1.16365199677978,0.247486459541551,-1.20174821137548,0.270366563633163,-1.84044065062896,0.0567481446525778,-0.734205739804938,-0.554298484310066,-0.386204001865798,1.05576131093572,-0.028888005632013,1.35306585683395,-0.717830453103315,-0.0718977080930879,0.437652640138808,-0.0271725683140594,-1.67660994958131 --2.25293229547846,-0.439857636843203,-0.834461582672744,1.06327545872536,-1.74247904100568,-0.618118001078583,-1.32415120888049,1.36102708611359,0.502213804248148,-1.64310468637739,-0.791763912537338,-1.1738500635295,0.804833063093438,-2.16764068860399,1.52915358542469,1.41231303523172,0.480119902650535,0.455569083181497,-0.602743373024206,-0.0131187252580653,-0.169942501151462 -3.25025463282571,-0.718511451938464,-0.21281988800494,-1.54792091621627,0.452618613076105,0.533623730584155,-0.10998211711556,0.653296838505612,1.72401383045028,1.17481336369892,-0.328237421086551,0.0209574678793144,-1.43279480585532,0.859841549336455,0.530058597945276,-0.0993381497801731,1.20909567536117,-1.27996038296913,0.433650068802794,1.32473535900909,0.0461872449907105 --3.97676761067494,-0.554597596334913,0.0528419782371388,-0.265951464091733,-1.57212298960761,-0.0437951453731988,0.00241971063716948,-2.84092458739429,-1.68073088828564,0.919540354558541,0.295943541173078,2.59763777874693,-0.673943283522671,-0.832080010145936,-0.614611976811186,0.443363454800726,0.390402349066388,0.21615479451525,-0.903817138827369,1.98668202773242,-1.09445765113243 -0.0726512259001948,1.24548917675143,-0.809122071383575,-0.596025168047248,0.406304351767411,0.644014666927426,-1.63911032069333,-0.705456685597647,0.497817982650719,-1.50564947089809,0.176970994977253,-0.434996057274355,-0.870678165535729,1.88655932306322,1.30239010695521,0.682542376487235,0.379011285323267,-0.281601933474856,0.728295757670611,-1.40292488129043,-0.249833668558386 -0.335228214517488,-1.2589213509611,-0.934860253252772,-0.191082546562326,-1.21798462137776,-0.0718083361826884,0.0462025876559398,-1.40063469650313,0.836404630192615,-1.23770045830231,0.786170579481805,-0.192300618559118,1.94504412866996,-0.482397985939829,1.03551254230965,1.27946702303899,1.38219094593574,0.0168058352377374,1.41180346393397,0.18345526285859,-1.13623312615575 -1.01185100157094,-0.215384481428024,-0.805830056331267,0.404897417200426,-1.48324119521088,0.918565331691549,-1.49677527095373,0.0334315323990887,-0.684431284578818,-0.466758272469083,0.0878591187921485,0.704255879674045,2.64451625264313,-0.460699174047927,0.160103309612391,-0.632400423763368,0.577877937871439,0.940650282586991,1.2783484772357,-0.216196769221251,0.0550382574772583 -2.8135052874483,-2.47196171011946,2.33035845266609,-0.621820493578415,0.387536218826824,-1.11534192567093,0.283063827292658,-1.4068434170673,-1.04268515014167,1.47574879983259,0.0520250990037901,0.841001857654438,1.33298700857522,1.26421319277817,0.260887562875617,-1.06657074513227,-0.859947593663203,0.0546012153498328,0.213032276431783,1.93944431957198,1.18965252932928 -3.34403066539388,-0.674169320106069,-0.324105512671782,1.44331485592978,0.317530226860219,0.809429898581149,-0.617320023478328,-0.514350481363677,-1.31662924495759,-0.0623729260535771,-1.17358999584296,1.50025677435243,0.985017590884917,1.19894599822093,-2.03657702090038,-0.160243780834644,1.82337422394958,0.219986234774879,-1.00144772847092,1.67202098111045,1.35522599902515 -1.97137452570111,-0.501297185429917,1.70992273424163,0.716344179817749,-1.64169995721201,0.75079220750627,-0.697898749114792,0.995166543926823,0.214172565961199,-1.68284519141208,0.384717946403364,1.21408238395022,-0.679522198128405,-0.503211846976299,0.128582007624941,1.0190914089483,-0.346961492824358,1.64736063250635,-1.36187406719181,0.316480003344654,1.28005992735976 -1.55543639321293,1.54232578795203,2.28301601656861,-1.58585956786738,-1.02668856053626,1.19216750919775,-0.380709068267373,-0.47319333910316,-0.080390481715083,0.488255983638208,-1.81953933739609,-0.0657686374630169,1.01868385215443,1.69050130577295,-2.64328143197683,-0.41000437473388,-0.821985578936247,0.699494831818141,-0.0531221539885702,0.779444088295382,0.446311821930837 --1.72995320249543,-0.962018065236758,0.626823268037131,-1.88438207058305,0.891124238313952,-1.02953223895582,0.507429010290187,0.327586242172983,-0.298353618291558,-0.980524660695989,-0.582557168613763,-0.860239647387557,-1.07072933935524,2.53543579567143,-0.672239337768073,2.39603768279509,0.402492716424785,0.907024595917221,-2.1864033968844,0.178325209845164,1.12799334387208 --4.92461266316312,-0.872179536441406,0.0912471945496722,0.515353622020707,-1.92327720524271,-0.182162456535212,0.636102682272694,-0.33998201562493,0.429676786581239,0.333072626350795,-0.208388693541481,-0.485938117368922,2.22099399962613,-0.999656265792374,-2.17141133881917,0.115268469160834,-1.77380360574559,0.527988182799921,-0.694798501397197,-0.172876989616472,-0.0972125913943778 -2.07888056917497,-1.39762961790436,0.2355916779697,0.347544818371956,2.70393534878313,-0.524273386749425,-0.764707597801322,1.41142982998798,-0.355565325007007,-0.794639860545869,2.0963421976346,0.933719647232455,0.254553105270269,-1.07756251635718,-0.12636727046074,0.283610940577953,0.446351836026615,-0.430630012319563,-1.31372649481925,0.358983603594631,-0.171984515020045 --1.73067042697803,0.179805166816406,0.137711767165889,0.626384352245579,-0.119929622841379,1.4620432843744,0.571308568944497,-1.59686929007387,1.57497984455438,0.518365386025915,-1.79703582872233,-0.0813430586924712,-1.13215634640084,-1.27681760232667,0.276982670133364,-0.249863109453459,0.0595944113352732,-0.874296581592452,-0.148785891044761,0.211652859819474,0.945831495043444 --0.609696987818966,1.15409198778734,0.822727553969719,-0.654708638253495,0.849500098742655,-0.181919390261428,-1.91041704732464,-0.554940558772967,0.580018919559381,0.679476834190796,-1.76882831340632,0.378293851045965,0.76508347636204,1.52320118986967,0.172217747760383,0.00508233293702974,0.860909703614672,-0.364169580553326,0.514449549072813,-1.85171553315637,0.713674301365315 --6.97127809502698,-1.19853361008649,-0.0214282087803946,0.909975253494368,-0.44429332396725,-0.211686080345125,0.0295001859327984,-0.393978300225915,0.176365804833864,-0.374008831569667,-0.27178034151834,1.29384939754746,0.0642455430078286,-2.11825823943556,1.04461056023277,0.883706820516326,-1.35288437303856,-0.982964338348333,-0.303280174082095,-3.34440528886352,-0.0489083048993871 --1.62225419705569,-0.425724401474022,0.584549073737801,-1.48361010054019,1.05631048961568,0.3986521520724,-0.363312541788057,-1.25827639467301,-0.318998844163329,1.14941254379767,0.0184361989194366,1.18039855595661,-1.12248379986253,-0.61160082235094,1.65606780824792,0.945910777721663,1.45389508176608,-1.96860040300937,0.043114507346011,-1.6852160351877,0.6559095231248 --0.0486351109421954,1.36630860884751,-1.26843193137542,-0.283794556221094,0.672043068619474,0.251059945167298,-0.143523481500439,1.23660202734619,0.105512015973126,0.355487242085704,1.32993813705575,0.059531537351645,-1.71622463510713,-0.331219374226124,0.558378179918273,2.18912496068905,-1.76230444693472,0.37993791618864,1.07730051508037,-1.7497065731799,0.210785373011577 --1.36846062674424,-0.684297394658662,-1.73735015259251,-1.11376976041843,1.25459746177768,0.5802912820858,-1.40383203961948,-0.521314791291409,1.5463521974473,-0.38624389533742,0.876313075863765,-1.52877886743353,0.439165433212023,0.664984433254418,-0.139815652571062,0.0795479558257844,0.594977957753925,-0.469360864642321,0.0226630983979865,0.0755585155598948,-0.819063187014705 -0.0798208099844329,0.685512208376277,0.196532071428405,1.50338014278614,0.808708293722686,-0.72650175120414,-0.456180922564589,-0.515958201405615,1.1975055947879,1.0905413526127,-0.971243953485262,1.06384698252764,-0.243697474896121,-0.910517349375072,-0.418541612230492,0.353469849014857,-0.337297061097113,0.625833510041409,-0.455838311225797,-0.480997412359724,0.0538898531996031 -0.156950501335664,0.389503542813737,1.02469967889092,0.155609536616926,-1.0261368696397,1.53438960313672,-0.323404919799398,1.42194528731321,-0.216407744745398,0.616828538365221,0.67057062726004,-1.22079260667981,1.21703581171426,-0.721823001571683,-0.31648194594149,1.20125011627991,0.416801328625369,-0.640637617629775,-1.17484156712227,-1.3526254639535,-1.90566247644553 --0.682163026927516,-1.3053959238053,0.645073039878894,1.18260388411686,0.673687516679651,-0.737758164813976,0.524847666416214,0.782007034479904,-0.850129990310787,0.279834385397274,0.82318532852623,2.03898906247577,-2.45775917895724,3.1612910748991,-1.43352836022408,-0.651055589439581,0.709198799431414,-1.10952118281806,-1.69628387621055,-0.593905231143239,-0.803895850939883 --1.02754835592165,1.21688801110113,-0.741808136883816,-0.434800781887139,-0.939843615661557,-0.340180123920992,-0.506047422486302,-1.4950469741406,-0.916522822836713,0.244538322686196,1.07187049296471,-0.607659644178636,-0.0413140038249827,2.25928898655162,-1.54441816667116,0.374180701395029,0.718474642647152,0.782573568108266,0.327834106692177,0.714905064007511,-1.23638829552569 -2.86078193667483,0.79517401827231,-2.24686021422456,-0.0124507399166332,0.314366557793932,0.422523254440955,-0.782126007564382,-0.0799653945694302,-0.115009462284729,0.97719157336552,0.531857652427911,2.07029642724373,0.47750500034447,-0.206303353387372,-0.08143826166446,0.327230287409594,-1.13952782137676,1.67745624366353,-1.09380234660832,2.3290541464765,-0.787344044268195 -3.05262289439397,-0.4882025094258,-1.51198633374804,-0.319060892098346,-0.386164996817223,-0.040036063297937,0.736657350139548,0.89793809140709,1.10489619666806,0.767386321234427,1.53192141343385,-0.834001055006709,1.04869014551806,-0.71759179659836,0.955150233272893,0.509872973479608,-0.280063846952181,-0.810480397751616,0.745533089565715,0.609943687866274,1.18429905960028 --7.82664174010828,-0.903993454630162,-1.86356006606947,1.35403835073523,-0.193838808457861,-1.90430401024325,0.106522975204327,-0.196263539172336,-0.576326272168133,-0.527318213287071,-0.356103253525609,-0.793176700719324,-1.2471654145413,-2.62327172313917,0.418335358407199,0.581990248654347,1.08009216919218,0.0726481122675531,0.182451847677459,0.028456385579003,-0.426437197471321 --4.02107579003763,-0.390418418086926,1.54369032044505,-1.32870600762602,-1.45701624686369,-0.360159535267086,1.18792974386501,-0.621701031964221,2.37798255480598,-0.701045698585994,-0.697879169712016,-0.890351866531847,-1.02202991747563,-0.979415070506274,-0.78130197481519,0.0616242563710792,0.127326769977505,0.373703373364192,-1.06505923104246,2.05773251629174,0.062965552694621 -0.62333665543803,0.814063415145414,0.522107451208393,1.9006567983366,-1.55013032265757,0.931177298810212,0.0907718968655011,-0.0305594178257622,0.537520850605218,0.968713985855961,-1.36214206062007,0.0762699374944921,-0.533962714429904,-0.763516776985718,-0.488914202421037,-0.280151376478961,0.128516304021508,-0.666808553807049,0.744377346775393,-0.662078379339937,1.61045694268018 --3.0447577977132,-0.564249280183431,-0.199115102220697,0.662196635109834,0.0630370079139073,-0.619614844624328,-0.462070949699197,0.840038247404661,-0.427696146407989,-0.315595407700176,-0.898074652695607,-1.43436452140118,-0.974076815432955,-0.286691613708825,0.560651300978748,0.284821887203041,0.436680873675375,-0.186219253853284,0.953169147523027,0.494596015495349,-1.2320545750842 --1.34972151093388,-1.87420531876932,-1.20924832303063,0.300061906383831,1.19108641684232,0.563364900840009,0.372429910572316,0.512219504584764,0.61073652972478,0.986998206974388,0.275579816729959,-0.829292889771708,-0.066595994363435,-0.258470762996047,-0.391804278812514,-0.870313216813836,-2.03937333295624,0.640382880548861,1.1014961229911,0.0169806679551863,0.864352115693173 -11.8744268738014,-0.1429047109211,-0.421864965174159,0.0466907658155229,1.69492452006069,-0.113366268085351,-0.187520877077816,-0.184902611078818,-0.473818232739756,1.79865816472088,0.685895022565277,1.32017407584018,0.681161312808066,2.01740302248059,0.69285362804704,1.11898018598388,0.626750118990237,-1.16134685654839,0.793856474610675,0.872662381063702,0.251110327865016 -5.12206848395441,0.77190400974234,0.0867573491940029,1.01696409847364,0.293119257283279,-0.156546344416809,1.85612579183109,0.344247879047412,0.617156483112851,-0.636253305655121,-1.6306961796259,-0.652648441028777,0.605741758711819,1.67966133730745,0.275271665445324,-1.90770485317675,0.455229842339711,0.308195476071881,-0.318866282866024,0.758073025830153,1.03409190813367 --6.02444655726935,-1.15911793016754,-1.01622730952219,0.585765715021974,-1.083183361415,0.306960707273388,-0.11732708299958,-0.508557765960831,-0.0751993735337532,-0.579931685654614,0.238699798767045,-0.532766719577926,-0.429567177616715,0.996417650532524,-0.124729244892916,1.06503907118834,-1.09612293040833,-0.211377727871299,1.26448186075594,-0.857707870568843,-0.875936482686986 -6.06199901303112,-0.237915527670336,1.04475245037597,1.06300695468116,-0.342324820311577,-0.372333995639055,1.15391396283869,-1.57400341810123,2.0126009107311,-0.333771672542436,1.0169916593411,0.698844570800419,-0.124073474213654,1.05279649757564,1.76109033745726,1.11515250389844,-1.77484253067621,-1.26283277828197,1.11953286032652,-0.446962092316651,1.13451384897862 --0.181043086990496,-1.22219332602225,-0.806780025024167,-0.894980905534178,-0.186827561626101,-0.0420044887913548,-0.503422021286561,-1.5295740408496,0.534156498928817,0.681509360241426,0.844247896999027,-0.573393343574163,-0.599202931067841,0.905770511688953,1.57597834425601,-0.556715146210946,-0.0170554337654819,1.90046218122278,-0.323230408741797,-0.846295877242059,0.638731773931752 -3.31069257928822,0.116806212925635,-0.668687404226636,0.451320105283087,0.269584211179027,-0.413723668556705,1.14446080827677,2.25870056232958,-1.48972426174394,0.142353600657084,0.292971982585626,0.785940105436184,0.857961701349483,0.655866051848972,-1.00936573387388,1.88795969859413,-0.7137378266689,-0.792324583839875,-0.577803513409354,-0.556020256458034,0.21825437030089 --2.44085682555576,-0.132499628013521,1.03754735354714,0.380379234672708,-1.70585081630684,-0.151412094459506,-0.566697841736478,-0.320724519558301,1.03910751557626,-0.370513782057931,0.644890781940654,-0.350692035181179,0.802985689947023,1.24498129472619,-0.47862278003277,-0.0588925762738085,-1.62120045684809,0.361217847346457,-2.6600858328673,0.642278998841233,-0.144238085879959 --1.02507422407212,-0.0336847760376347,-0.33828403453153,1.99446499124079,-1.23368238789647,0.0937987626888589,0.97296438021396,1.77625400960426,-0.743887452963405,0.0845679834073242,-0.209035879739662,-1.17911518995335,-0.324113872205094,-0.199896076885251,0.0110055435978324,0.260922257355342,-0.474708608562075,1.59731673992078,-0.986604259111839,-1.54207452155876,0.694060613788508 --2.8516425620738,-0.62232641822747,-1.41555054850076,-1.05790849649378,-1.11488822582743,0.199277732481744,1.06976451298309,-1.89849322255225,0.0345044274257058,-0.856232558717829,1.05631267110768,-1.45209835551708,0.586490385000979,0.250648698097514,1.14031969420388,-0.0225424517683847,0.278388203753863,-0.725788648250713,-0.00453193288210917,1.68400346445042,-0.752387698269806 --0.431559495526263,-0.709363461552928,0.306885713302371,0.727997613733199,0.505861006405637,0.623177853632149,0.219351651440816,-0.0599384686388425,1.23235711189895,0.11129157238533,0.021990918239186,-1.63372670077225,-0.882781309293186,-1.26372809710426,1.37824956884496,-0.403775419405386,0.757620024400476,-0.0933054503092974,-0.997324352778324,-1.71288289523026,0.00430534050410036 -5.61811635447271,0.871445414408745,-0.663165012668779,-2.10372510363417,0.650362203311972,0.687404055637411,1.14597670409259,0.18836625943036,0.366905943423362,0.640609299782287,1.65874069255285,-0.313266781965203,0.402468418095587,-0.766249377699483,0.575181442126114,0.682383228633301,1.21755943185335,-0.759598072435304,-0.783632672145289,0.616791265162155,0.236760869301315 --4.41774270753415,0.105138019037167,-0.258555546217679,0.352237386352279,0.885681661085221,-1.07518836662974,1.1823755610863,-0.404902137603102,-1.0031284902296,0.890248705289831,0.872773702088197,-0.357822847827359,-1.15016645481578,-0.00805911360355175,0.515540486035591,0.383495224886746,-2.37534130011393,-1.15582773996669,0.310102213522427,-1.99275008751556,0.703899704012299 --3.4039996833867,-0.186935267573857,-1.06428806298683,-0.645248874383878,-0.351427535428021,0.491562999457248,-1.10699485505219,1.11917377637758,0.403362027003273,-0.677161333611239,0.765628251711891,-1.26834677398179,-2.13048873540547,0.0188823761638101,1.10224812024096,0.352383560215305,-0.738945811998597,-0.0104561192821656,-0.331967656100562,0.0546357358969611,-0.758795954121871 --9.3889648365158,-3.21318853242083,0.197344767998405,-1.18458782712337,0.548080870500256,-0.762231731986609,-1.72958287566803,0.161200964544694,0.301441901557465,-0.524000744608249,-1.06723038047618,-0.0295812588088572,-0.261707367004514,-0.275674817499667,1.13944308414119,-1.03551645120066,-0.460064471207774,-0.961516922293715,0.673817343699179,-0.784534098313356,-0.175139986757422 -0.103331190398053,-1.27561870316385,-2.22913876076237,0.927677621340037,0.116902228429139,-0.596398078210035,0.544046950873231,-0.198777758199007,0.827720265705559,0.300541719714853,0.273170056687516,-0.100005127726972,-2.23482389848201,-1.05833312801218,0.865694212861428,1.41497930058166,0.319183971455599,0.461659620161222,1.17088051717008,0.854377722273032,-0.22254326657727 -5.81547878397483,0.762906317886378,-1.86591070547253,-0.197121714441036,0.913297306702691,-0.689149871676737,-1.19988530674615,0.20355940890411,1.54958145340879,0.681705056994559,-0.551912202309055,1.27719337898488,0.151116919527077,0.988613586817738,0.644524317851968,1.64920667021965,2.24439776967619,0.123030228568666,0.0796557977759045,-0.510460429612141,-0.45901622755227 --6.03532060216345,-0.406815143442807,1.37769297703385,-0.60280838038515,-1.78745986119891,-0.0429767995013448,-0.342328821056562,0.245010824831565,-1.19624163156727,-0.0537209164162506,0.051674534556109,-0.708199427720644,-0.843231915976646,1.88538159715189,0.828244505532307,-0.556048699460203,-0.938019228527646,0.0426306580705576,0.664581721210497,-1.48354549945414,-0.918927519049126 --2.30229591817074,-1.20831778388061,0.660911419576119,-0.218741726697094,-0.535902907743375,0.369814838516712,0.032265633372927,-1.25539687579167,0.846665874894165,-1.20353039764304,1.19555087800189,-0.0633110774668318,1.07647674179429,0.535987588796719,-0.780069456956774,1.05557601325257,-0.642082662566183,0.635846087510944,-0.46102201561971,1.72391501142989,-2.1449047898732 -0.365390948727256,-0.43932265687835,-0.127947131338847,0.326796026275977,-0.519391574000097,0.752340307570152,-0.847635560771293,-1.12092770585537,1.01834306389906,1.76096293593686,-0.347580132159074,-0.138694620834819,-0.184977975442597,0.0224616719559551,-0.0487134218222634,-0.476628754753308,-0.491776830941527,0.0119836664040483,1.02372757618263,1.10756147821712,-0.539804086950226 -9.96072513996613,-0.375580745942977,0.263329741105126,1.34134518518973,1.63632514088046,-0.527835546284235,0.192152747850904,0.498413816290037,0.112597620693675,-0.63151628393759,-0.524491164010594,1.42972928504856,-0.709643958256882,-0.00159613135801659,1.99263166637545,-1.28084494998946,-0.177346385816485,1.07162523948582,1.32870725769858,0.100379011909717,2.02400454234092 -1.86867947186781,-0.501442395146708,-0.3194761108539,-0.32586607449141,0.881215388465383,0.563585574367115,0.149843029976614,1.8387664063927,0.591995066789611,-0.801336413839491,0.917261226272311,-0.0989319671822469,-1.16382583285474,-1.70176510690683,1.09214387082401,-0.0152643728940678,0.711578724288119,0.540259359381965,-0.555316204150479,0.172600747256022,-0.452899406031164 -2.32856547562468,0.496612575778754,1.47853851083509,0.144277860206289,1.32341827020762,1.06530058805711,-1.45350378022741,0.167601675444096,0.297436605497908,-1.33776178908217,1.22551054534424,-1.14999870374507,0.584730197289107,-0.0485730829994085,0.691114611954269,-0.631659359933392,-1.18488998103616,0.31320290509032,-0.176681046672795,-1.83582155139182,0.338885156215085 -10.0652319504086,1.52088093822893,-0.0670620332224565,0.607809954270156,0.147756644208709,2.10640690362108,-0.343179902699437,0.309710358850942,1.616754368328,0.446386428053065,1.03111949428358,-0.152731292480323,0.445422949784175,1.61395548383101,-1.07026179010922,0.3750346924126,-0.886886879389184,-0.0957134878748517,-0.0205297561921346,2.72101225228667,-1.3192866271611 -1.87297436827327,0.988091827811358,-0.246903583780643,-0.133905709782357,0.547236031169844,0.329044521649423,-2.05776890217183,1.28922252343946,0.760786861779627,0.435522540378516,-1.1075369858888,1.3645745427525,-0.361271959129325,-1.10137008241857,0.801524865068356,0.117975983712715,-0.817597478965433,-0.142904810607583,-0.405429673508568,0.349833711413101,-0.541591451356916 -5.0478984055621,1.24612253397107,1.1410012897795,-1.26858286401452,-1.01117823132279,1.69922045005612,0.273613586201685,0.0563436897685435,-1.25324480309689,-0.193460278326741,0.742948673446856,0.889304757247416,0.786344228059756,1.87605431024763,0.000116332992018152,0.662839843961309,0.199762702430819,-1.23489928402624,0.433856004008362,-0.303782166944156,-1.12467730176591 -1.86900649741999,-0.329867327498483,1.07577806042193,-0.719944441392013,1.05022135367983,-0.806467480750005,1.09639631945775,0.240923132223369,0.262523636243712,-0.488550593248987,1.87872393932437,0.648928010048952,0.241172168188849,-0.799909909496036,-0.059276808407932,-0.147835208126102,0.18815948827854,-0.308054603763915,-1.8610481964799,0.453125589543443,0.120925846981658 -3.29083399656299,0.844344713988944,-0.0969802691141702,-0.0525887240407012,0.967845960363584,-2.0242610805593,-1.17261408217941,1.27127722671085,0.0438442261966757,1.07296956552271,1.58806686496494,0.0374206794809672,0.59021576139252,1.05590037488213,1.46141976770486,0.794850099216803,-0.147662355195556,0.296625004596054,-1.53009297588199,-0.923463411741081,-0.153122466823266 -3.0336002082153,-0.981075755246316,0.697311536835338,0.698086672837124,-0.208929352402129,0.698314034432677,1.3915010210576,-2.41873701199889,-0.0984993655955848,2.28193027778962,0.2181090614126,-0.109680810207325,-0.16058958351721,2.11848992869926,1.45837612658537,-0.165569824115401,-0.751005615310442,-0.556531911327987,-0.63765601968482,-1.17227462398211,1.06768524308809 -5.9807276575002,-0.139221405117457,-0.153050036363079,-1.42212871280505,-0.0560291272961223,1.13550480806825,0.289367083891033,0.685584815271763,-0.503817300745271,-0.143884006433753,1.74622762321331,-0.645788551990466,1.62384477028019,-0.0986989216301338,0.060421456605115,1.08723483176675,2.58598709265297,0.0106582081268845,0.927602382362682,-0.325084069278705,-0.0418636493474757 -0.383541573390096,2.1854379064735,0.379716865193939,0.304715457510926,2.06737731207281,1.32992646383483,-1.7852377285195,-0.473222070313475,-1.6681644125742,0.0461557017727381,-0.252567504001787,-1.69115469643354,-0.216781716696191,-0.318714585538845,1.78654364820882,-0.105727453424546,-0.64840840679871,-0.463970054569287,-0.701432893052557,2.06749241123929,-0.698890995554636 --2.25269994883845,-0.0128280098786072,-0.69590739562154,0.775645035147207,0.45156792055866,-1.2119052397842,-2.14087837233644,0.141428268175959,-0.0272453470067521,-0.838285093695808,-2.27605997638056,-0.170735725389895,-0.493681749153948,1.34714565821473,-0.93742578484698,1.69101952375819,0.505709672383399,-1.00051764924787,0.857594482320043,-0.267241936048887,0.47021747583508 -0.86328462172485,-0.305308925970688,0.274907691011611,1.83764492401374,0.523300405614146,-0.832856706553061,0.363282472701404,0.635762319819275,-1.97301785724334,-0.962129281708105,0.241908247961693,-0.418005453420982,-0.316325159830704,0.648781338087715,0.37754531315971,0.559852831614318,0.111908092287217,0.302674195597772,-0.648989555762322,0.44355070308423,-0.906233156107685 --1.44225328032629,-0.584213460652307,-0.610332293846857,0.048724714221267,1.14789489598776,0.26279658165027,0.0456982988570405,-1.21051647808795,0.607688487947147,0.798239411181551,0.906859481204642,0.120118820352484,0.61475380740065,-0.384211001241881,-0.486756240776014,0.937131524229911,-0.898535629045698,0.256286942606701,-2.31945592773795,0.415692673056958,-0.658610200170759 --2.07307512070131,0.771268501872661,-0.170141878802862,-0.487241700741184,0.244932260172444,0.0736393206737803,1.15912953102106,-1.47492554006056,-1.2665547970784,-0.286995424486805,-0.774729953525852,1.03678079453571,0.120450257918685,0.637800659267734,-0.304593695455424,1.7467303631324,-1.03193118826953,-0.989550234421614,-0.531498469895796,-1.51016002525771,0.239012736350714 --0.920448441558727,2.1061893617618,-0.456575057357618,0.53324390346515,-0.24387887519895,-0.000120298204443101,1.33682483845038,0.929817923263343,-1.48033889707159,-1.0575329663621,1.17720764353009,-1.2311170371072,0.522293481465465,0.840442170379973,0.612638654151294,-1.77631076740002,0.834707963544631,-1.27213244461127,-0.17509964533076,-1.64811419322908,-1.20965368354808 --4.42622205215331,0.412157036847037,2.2940282942043,-1.31822356728296,1.26339960527081,-1.09306549345413,-0.136442627900764,-2.02052773663854,0.77821810190581,0.613257206840711,-1.89248952305105,0.518044231128528,-0.417314887025741,-0.844709807668659,0.513928497148706,-0.954741327837798,0.231785608598685,-0.927308239474993,0.22601743293384,-0.82404250417588,-0.209883738551708 --0.470058101018846,-0.261264878093957,0.136260431587225,0.342071543423242,-0.782273776558157,-1.73359767862777,-0.711790620917109,-0.693841381578281,0.690561638436592,-1.63845607352624,0.273652260546164,1.08322087926347,0.906839842094411,0.624693067445816,0.515398914504515,0.397528831408303,1.55617878631231,-0.538440490414054,-0.598522426972803,0.293180004980374,0.0488809830518163 -6.87357516180216,2.07378364600369,-0.386093411422906,1.04901616459563,-0.244787760618254,1.89579708298723,1.13270113399319,1.62393144004212,0.405899825215866,-1.47801800400613,1.85847840628458,1.21884653929836,-0.0440135356817726,-2.07337204021827,0.271153135107887,-1.01834923380919,0.277423579514259,-0.847108760502454,1.52138461533133,-0.0105158131470427,-0.449095377839638 --3.53248726982628,-0.778830223440943,1.20044057678057,0.266830402810835,-0.119372292286951,0.516250788719096,-0.623960599688892,-0.172542132995556,0.278221340770337,0.9823593594644,-0.37210273974653,-0.916669782732666,-1.369498239326,-0.686297484211706,-1.3125452082389,-1.36540372438191,0.767020198965774,1.09253337481473,-0.33209906617061,-2.11132573758932,0.191478732059977 --10.8501608644315,1.1315325132809,-0.0552567744482472,-0.893833578604111,0.347568466664505,-0.0800708929730354,-0.629972286754156,-0.463672278361404,-0.216625376494315,0.261632690036133,0.700477859933213,-0.00033391003615111,-1.81446255513506,-0.65131928155585,-1.35049258207255,-0.99267450301035,-1.61699219755096,0.588878651984283,0.270166345339768,-2.00478315610671,-1.50088766016923 -2.59624981787155,-0.421345128083654,0.232386441981817,0.771203492869427,0.291776745840745,0.0492650785624754,-0.482686596642391,0.114029183879237,0.156312402510128,0.149104789094892,-0.119652114141602,1.03766964291584,0.531122544286503,0.138353575547303,0.640120670595771,-0.451717837430492,0.591251912514028,0.643325144572872,1.32853311041012,-0.636640044817896,-1.16798203044202 --4.82315337559163,-1.02174737001973,-0.672315752524819,0.779552612955866,-0.940433651627103,0.725386422474663,0.517470411883208,-1.75609113404184,0.213699576901967,-1.28500400855081,-1.18842086463216,1.37033309356674,-1.00434435104583,1.5414126580808,-0.180043877947046,-1.80248740103961,-0.677726477183551,-1.08085103013401,-1.28872261136892,0.331846828247459,1.01741247038301 --5.24500479029586,1.21830537874678,0.0106614610970628,0.234717894062816,-1.46992048161512,0.633406393741076,-0.631828877876764,-0.032137347589915,-1.83911591010739,-0.0489013613211928,0.69669289928812,0.896697218495276,0.199005755638743,0.322300609201936,-2.50119674246712,-0.0220509261470931,0.177978101124652,-0.210077868460426,-1.24160979065733,-1.51165893110816,-0.450630331228407 -3.99643300816234,-1.79976067489539,2.32816686480162,-1.05465514951653,0.831562631122578,1.12130760447344,-1.2944304112851,0.81049164781555,-0.246150612244573,-0.401952965677262,0.882722209899175,-2.84586212885214,-1.01694997040603,1.16238816432727,-0.0681571079042256,1.33346859573863,-1.86215698126868,-0.455979635596972,2.07768762129514,0.753169483016124,2.82933109887699 -2.70944217415005,-0.308249938350721,0.0597269142797189,1.19077440871659,-0.0697530212153874,1.33433138824934,-1.6677855412358,0.445400833311859,0.133823298671864,-1.53395461126006,0.148564955807352,2.29652406693352,0.505054605524472,-0.446189313786759,-0.857235347830139,0.0293912758032805,0.810730351077362,-0.405088604002099,-1.57813413907805,2.01690725140997,-0.10700645772839 -1.50589717835834,0.0155152433487359,-1.44693946009223,-1.98270401107843,0.812181989273493,-0.286289261934734,0.582548842470448,0.896349197325861,-0.714504921796095,0.250213376405211,0.735895931680272,1.52342021250717,0.618119748595881,1.7541398908189,-1.78001283328821,0.210462157745452,-1.21698816920683,-0.715666476971243,0.688964967278857,0.513865640254803,0.823093707014074 -0.137445586821626,-0.442317718666929,2.20036152781667,-0.348408899003471,0.69492522148172,-0.501716089109432,-0.153593858490664,1.84959249018176,-3.02262140934185,0.674446831202731,0.0746507091014775,0.960291479820471,-0.195053508795283,-0.686078894653405,-1.63090600050795,1.32945393846802,-1.46934631964865,-0.751501890906192,2.23325946064397,0.225660361589662,-0.150289978254174 --0.553337938409801,-1.63800773288119,2.32740544737097,-0.176042498711798,0.658690398103188,0.258552148741771,0.957669365144788,2.17458604674128,-0.519162363670334,-2.12242339029596,-1.24999172438629,1.14365178546224,-0.252375764831313,-0.34932505622544,0.760953072733448,0.696607404690287,0.347635784488005,1.08077078133829,-2.56805892174357,-1.05775124499093,-0.895501421612113 --1.64330581207083,-0.641401156182851,-0.463827663542549,-0.322286429155778,0.524561901867675,-0.511457051452208,-1.35792087999614,-1.36576790442395,-0.260168106824631,-0.868935053024129,0.643029598031873,-1.13652789413586,-1.90482777577693,2.21925339909339,0.545626744621709,0.740245391620396,-0.177503591211197,1.02615924734245,0.684601606990863,-0.772952866001004,0.801196848726559 -0.410017614710837,-1.55703574445065,-1.22571215168927,-1.17494094108502,-0.581008139341027,-2.3234248274916,1.07790749003685,2.07677354716018,0.0335163664038203,0.191754302352371,-0.611280489559985,0.289495204448504,-1.38115318323585,-0.468732040533343,1.30023971823559,0.560878734974999,1.78431234917537,-0.687802559697161,1.60155861820398,-0.397542060523689,1.54375453601687 -12.9261627889296,1.92316365296288,0.143341290908238,-1.41277045150557,2.92848184983397,-0.390590942879846,0.997875521890337,1.54407842576427,0.816063818361418,0.648171070214499,-0.380790427489293,0.00840066656222482,0.351134482210849,0.388298591027086,1.11966433165744,1.26016640198086,0.667474686401911,0.792776863653866,0.518515318701047,-0.75120143527966,0.593847450080086 -1.94972329620365,-1.85682962839986,-0.529731267505199,0.451626060656381,-0.389399927710005,1.8712760990125,-0.747056663337015,0.557963274196136,0.311939467397787,1.67365443823347,0.0148456730208396,2.01038206694519,-0.781748700038742,-0.0246769585494323,-0.251643945739012,-1.11340642611742,1.54592798457699,-0.593538597505207,-0.278950517808386,-0.0516360570581999,0.451429989184884 --0.752260243461123,-2.10611843559503,0.337639369061343,-0.525298350710333,0.662362151177611,0.362715187987918,-0.717564676478601,-1.24192533700313,0.254586379819752,-1.13502082027648,-1.49147793924846,0.0899927119524117,-1.01934491027472,-0.528267463642083,-0.214746321191214,1.10094091300262,1.51138477425402,-0.857527812392038,1.58418831294299,0.588419968322054,1.48708992768164 -2.37127574767072,0.697648526944346,0.109689541481443,-0.433575951905393,0.199780970667156,0.957994565038709,1.7629528353644,1.16559525588944,-0.84882917737201,0.0402665402198624,2.44094378808911,-3.34563794730246,-0.581909144871396,0.41765963324548,-0.608090297287957,-2.9981545118915,0.737740667219153,0.31738405402875,0.928129499961124,-0.510746428124711,1.29609144644674 -9.88264594593587,0.907444407728329,1.51178025190638,1.47993336003842,-0.42639786345164,-0.788338729897408,-1.93264927454721,0.348270615458727,1.58035609039531,0.725314924699348,1.12038361616409,0.0213603895633981,-0.0581957559009558,0.744778441970299,1.80656131071037,-0.154082968271939,0.493260338973026,1.76503991502793,-0.376240153711485,0.0547832866504557,1.1245991718018 --6.24166879257999,-0.195988198884024,0.00959167927762455,-2.13498696554057,1.39921368460569,0.36731642743516,-0.627646743605312,-0.260309048838711,-0.730999817256538,-0.864114071635175,0.97892787523354,-0.574772681941842,0.00901808598505323,1.00865211712326,-0.428723489706183,-1.57118282243669,0.56652429835985,0.611390181627492,0.774675372172127,0.35317192048696,-1.54920301833005 -0.782650255841906,-0.2068204879556,-0.163188144479311,0.397668799982882,0.704396957304252,0.330530839572843,0.785206419670677,-1.19750155157523,-0.0659977122920176,-1.31403902318856,0.0817701171584603,0.832031444887401,1.63243256739216,-0.744222614530524,-0.602868428429874,1.98200582202261,-0.316634187618953,-1.35644476897554,1.31677615135665,-2.51881177068393,0.171180585269048 -7.30404073146546,0.725043170475101,0.715684198399976,1.20676568137171,2.04426498772787,-1.16758582425335,0.247959456834453,0.731783120549759,1.22622764459211,-0.635089473443259,-0.816598624951971,0.762218058977229,-0.736647797966381,1.01359355123786,0.864173416412688,0.301944682681148,1.69698487904507,1.56956088649571,0.311246277892076,-0.749407140994547,-0.615587345118275 -0.142621640761443,1.3987189554318,0.68492244456902,-0.266225827344175,-0.00572797001995929,1.2889194769027,0.286760651874148,0.634568816692689,-0.265192583535261,-0.984609024994473,-1.49626770124923,-1.20759048185621,-0.310595146899561,0.641023048444669,-0.401873746399283,-1.15608011998893,-0.895130195929338,-0.124320529251213,0.578711438922236,0.0816367256184149,1.11463750234993 -0.00462178145132405,-1.59055514942723,-0.0527280720400458,0.702507883967807,-1.80605861800618,0.0987992058387142,0.628203148846207,0.870878731009781,-0.814577827904768,0.194555388389239,0.254541317742789,-0.889011287819682,1.06633741089665,0.88505884700982,0.935718219595065,1.70968871832923,-0.148846925296889,-0.531955586011622,-0.100475642054497,-0.275258900908831,-0.969302954906058 -13.7059449758788,1.30449707663973,2.78619308154351,-0.0396928705884593,-0.24953535096849,-0.929625319841544,-0.643610356673683,0.111946813335232,1.18127281762819,-0.129912066592671,-0.58975322393224,0.292717253007649,0.0123899730697767,2.29439115750005,1.21350632050802,0.013971360831724,-0.458388844660838,0.661975975061225,2.07644278760988,2.01926589716521,1.37797186894854 -10.87289928757,0.196011733697651,-0.762066832464838,2.33158791684436,-0.734887867247464,-1.1804720612098,0.66142486660389,-0.0655570055864658,0.481410306441204,0.839551238392622,0.26481731903326,1.08666460010497,1.91615089809069,0.539099437025883,1.96000468683448,2.04542018642317,-0.72724673938523,-0.54294680469656,0.72509490212096,0.337572940583245,1.95290686795085 -5.59173096975854,-0.339343445485698,-1.02725414787768,-0.963499983487604,0.204408031337269,-0.291388219431831,0.402781590497633,-0.404785076794345,0.856727587569624,0.329690510354091,-1.16273298574739,1.30691465421241,1.38213678077959,1.88950805614363,-0.322254535952448,-1.42297662580328,-0.128286090535968,0.18360064532921,1.6075397214464,1.76706277433763,0.536945488942981 -0.0300123845236691,1.26514414014377,-1.40046896615667,-0.73775940206148,-0.186019863251228,-0.660819784466154,2.79722651306136,0.485675988279403,1.41596488907463,-0.219200338693375,0.327300732077844,0.491512226267589,-0.798199029087801,0.0413661657435832,0.591201010825177,0.0748610543332498,0.458949258068436,-0.842726528931439,-0.612427509653854,-1.98746344370356,-1.93143360659137 --0.1975753335558,0.939773685073443,-1.31091749894913,0.824539561630929,-0.0242311727030947,0.228457710166299,-0.348102451489889,1.18373194440707,-0.582899857435187,0.367404351317534,0.395282777607229,-0.368305419485594,-0.793142548179489,-0.976949415542459,-0.148895504505333,0.0275258981912516,1.44815987776618,-0.731785889499786,-1.15678135466819,1.37008393473752,-0.702059156250227 -2.12706614607229,1.27795248593622,-0.980845670873372,-1.26706613401421,0.485054041189742,0.103382037308315,1.57407719299617,-1.21579408870619,-0.252682401128319,0.857337206572765,1.27431166351998,-1.52148094992919,0.485551277562323,0.216845423341543,0.545831404814086,-0.354574655590781,0.0577131114337616,0.386363012144978,-1.33990515329739,0.516804953495136,1.33047372899452 --1.90815254196583,-0.291160143634804,-0.604417109145677,0.829917649753976,-0.739592757878145,-0.343224112421708,0.358705086948333,-0.59487819519722,-0.0404650501487351,0.372697634239465,0.457283476685927,0.485422879325203,1.09604448466106,0.226583904986177,-2.07274887323277,-0.782708961127882,-0.769798474153273,-0.504590531740265,0.397067238287037,-0.669255836721038,0.264199074079573 --2.78930627721119,0.776172449681573,0.275159706094757,0.94346841628186,-0.0979199886375896,-0.689005242208057,-1.34001243670762,-2.98242936497068,-0.501141007479753,-0.28711937838953,0.187401712872888,2.56316478661694,1.11976360138268,0.0953626026958835,0.614863590215142,-1.2724934646029,-0.334911730447334,-0.547343153025499,0.297303229105324,0.0127988006480557,-0.0257503256715498 --2.19998701948285,0.295725633211195,-0.202413580613695,2.08551173692422,-2.35779937808746,1.10340662928373,-1.97824480534245,-0.251570631273814,0.151937226291034,-2.22204385218627,-0.326833474318296,0.628795390800624,0.259611077938693,-0.539297708642341,0.16076021598161,0.0861958162276634,-0.0827504101999631,-0.913687391449746,0.0656818163300045,-0.391669452101578,1.38709116240136 --4.97749582658556,-0.517199554781421,0.542815828928492,-1.24271015789826,-0.985196691259109,-0.0785741216100611,-0.407007923684775,-1.43825022356717,-0.390014985987997,-0.832616123436001,-0.434581528325696,0.232995903589629,-1.76669035962426,-0.357219093744371,-0.696605741726746,-1.73265364541121,1.90680651456642,0.431608318278075,1.3515593531491,0.701782250307073,0.905759101526355 --0.206577069842903,1.75723302433968,-1.62671582335989,-1.73039022875383,-1.45183857184451,0.444579015837616,0.350351583102912,-0.479770523985166,2.25444838915604,-1.16767588369188,-0.0740184693554806,0.794113002652377,-0.269575749071516,0.176920896438675,0.148625022984088,0.464186898553759,1.0647635318706,1.01031083842158,-1.15340441767255,0.0995949042109551,-0.221471654950771 --7.23453015227166,0.161726818855121,-2.36986705647144,0.809007630418801,0.723303652707882,0.39938922195769,1.11185717336596,-0.394705719458964,-0.032486163782962,0.386230222316885,0.259715913288637,-0.263892246283101,-0.126446432755897,0.260045740658927,-0.637635652514676,-0.287309423482421,-1.59608126903547,-0.452688360800448,-0.70922060623505,-1.82956667399285,-0.921094061399862 --4.8703815099519,-0.0546843758381312,-0.86289210187414,0.870457852510467,0.745459745141184,1.00049222487971,-2.0163786836831,-0.779260826131162,-0.477983174126197,-2.22454797317888,-0.22309370188629,-1.29795144455058,-0.424865496014274,0.168148266979496,0.985182338354561,0.591638256179692,-1.2057247407751,0.332224465202516,-0.979486516830415,-0.382919209944188,0.754168748432785 --6.92145409127745,0.528971600668833,0.370632699539236,-1.32166064165008,-1.41580780355377,0.00481024777511465,1.07695995669058,-2.51698540371664,-1.19844935680626,1.30395999266298,-0.860972695074781,-1.55593247507133,0.861256643265587,-0.51944178338168,0.360072709897021,-0.868111948763062,-1.22513491676009,0.437869956268725,-0.95786365771776,0.715162974733682,-0.511528513192721 -6.38075800292432,0.389734521255614,0.279107026811628,0.46768927020396,-0.0802119398276836,2.43703805952626,1.06636113391942,-0.214072526810264,-1.46822771356508,-0.210881927235474,0.899981259462116,-1.04417107753606,0.662946724622711,1.70529234315399,-0.664507701507325,0.84555592607295,0.856101838676565,-0.991495316813952,0.782954148186456,-1.00822185160838,1.08425563521054 --1.10790035672653,-0.705771414843546,-0.0632493598588507,-0.789657443526872,1.60495710359799,2.64620391712228,0.592982978302173,0.558317376647089,-1.37564853778763,0.0309247833044396,-0.477487260321387,-0.310041140938202,-0.121654009329996,-0.583931231824444,-0.299035491824471,-0.742858114000845,2.24344465236831,-1.2652908356243,-0.590349446130046,-0.228392734396716,-0.100751119018673 -5.70000535435149,-0.0531784750924348,0.753888689082631,-1.03776820996049,0.149021009869686,-1.86457541001022,1.17147248115196,1.1044871117898,0.16349135637077,0.129434097652172,-0.307012964402629,1.32498219026263,1.22487894845108,-1.15837348657054,0.674541836032956,1.14432859167714,-0.487564214316061,-1.08727527434318,0.23730629591757,1.55848239149058,0.715003673806572 -5.75950816442253,2.60644448878565,0.67804469614136,-0.624134918260691,-1.08037804828044,0.245742467280114,-0.204345479793964,0.411579615530642,0.559392261023737,0.208721070391745,-0.371782887586673,0.502800962357196,1.31215732866584,-1.25613270149247,1.02031854608479,-0.545214750205926,0.0568175699333603,0.627397555734709,-1.73366015413549,-0.162261539894223,1.16352277413202 --9.44643974478431,-0.0725931047832675,-1.03778743149268,1.29657736314351,-1.47531195780713,-0.0966834698740929,-2.89604486546109,-0.33502767431127,0.430992211841852,-1.20192843443161,-1.08833450694088,-0.153851212721562,-0.46225479840081,-1.8432228275547,0.878296421111045,-1.9385587086331,-1.53430242917792,0.836727863385978,1.02983336727393,1.1083636533327,0.170146126772393 -6.84645144946026,-0.296271891430325,-1.08606039620154,1.28521478386892,-0.465270656268938,0.301013633248398,1.01533355902707,0.0152229925494212,0.337704384484603,-0.698668815250405,0.957904598730722,-0.289373170919449,1.29330445775837,0.536089643427472,1.77210167937202,1.27449505989305,-0.566585738534227,-0.832340867498688,-0.424060039119949,1.8281087455126,0.53779005846783 -3.59957321994321,0.734330336061997,-1.68313085859601,2.03857606404312,-0.194498909572995,1.07885620734722,-0.247742184774075,0.761555784549924,1.95862084958363,0.0360105925028679,-2.69230197161371,-1.00388571870544,-0.975720394194196,0.313030800803779,-0.514310416979437,0.218956406786974,1.82938750402294,0.904614128485526,0.24977897656143,-0.382033810396921,2.2927549038063 --6.40003284747403,0.40148074643659,-0.027611448971584,-0.143073864508317,-0.923606991727421,-0.972366025084503,0.775762391145144,-0.130487507538674,-0.102612629826021,-0.651961551725352,-0.840005265504539,-0.294074561154487,1.67695112233649,0.3165328663259,-0.989678990441475,-1.04044109663218,-0.485685398517442,-0.00756295842315621,-0.819535787465237,0.450640688499216,-1.37112212258479 --2.01635329593753,-0.538301076039725,0.974191884164553,0.265377320011985,-0.641735698443826,-0.0365664460136286,0.713107579590699,-0.86156945683317,0.314919446559895,-0.590658851245633,1.29679952705512,0.083165422465387,-0.203006372636046,0.865045911631278,-0.341011893642634,-0.257598002880089,0.0752054542978704,-0.992955642995172,-0.641492843680947,-1.75011389352791,-0.629637660281791 --4.27535394212556,-1.08272281091707,0.544652667777904,-1.53658471394577,-0.469385485593167,0.622685324735441,-0.809419820238872,0.498741743409363,-0.784811289284821,0.936255896484707,0.794836248931624,-1.14024304216016,-0.605511967915826,-0.754971855611215,0.454477758907441,-1.11374046712851,-0.183300173061545,1.00026363711987,2.1240956891013,-1.46596402609168,-0.917084210472513 --1.7083447421992,0.847801407504121,0.139595606246624,0.258342887155428,-0.199244214609928,1.18983650264804,-1.78176986394736,-0.498573688834051,1.42486864878304,-0.0476479526112399,-0.77173907446973,0.82247804522909,-1.5363679696365,1.0913012235141,-1.03672008244096,0.49389826389716,-0.274980333610135,-0.741177665278613,0.350851841309129,0.572691886947485,-0.429107941754879 --1.8358871630349,0.118845015006807,0.641395374498131,-0.69545252690108,-0.0686292134363477,0.200803705651197,1.13033336677938,0.194125504114335,-1.0358920323024,0.230434883760405,-1.2200419754255,-0.290722495928932,-0.36624767766256,0.996826634368774,0.625478022503004,-0.958798961472517,-2.38168398965599,-0.131306454954122,1.62811790948276,0.437261962035048,-1.47510407012221 --2.26415444734216,0.482247222776156,1.23839337642671,-1.19675079500713,0.294140872349184,1.29776907303292,0.134460453035293,-0.410664804668159,0.692610252707659,1.20793478099634,-1.81849016352533,-0.77085012497464,-0.442300139779445,-0.0288865423162414,0.285600058964015,0.237144108043791,0.857808967967323,-0.904887548611517,-2.26076652536922,-0.0865378685971492,0.0793252176068849 -4.81878764628495,-0.291324804724124,0.566551237401812,0.837490502116271,0.99449149131401,1.44369426603839,2.23645396971444,-0.300651483833966,-0.346880062844239,-1.81066516364996,-0.772853808472455,0.0298111027917876,-1.00646228140124,0.623851676414413,1.81578952323906,2.07290766620769,-0.633266152550737,0.368804310522139,-0.608212942692764,-0.346113502421754,-0.944083693751199 --10.2381320791286,-1.65211027147727,-1.34839300287357,-2.15929042222089,-0.755680127941288,0.733596505316183,0.922376349385494,2.06425995831093,-0.000960163376736073,0.26130758492198,-1.58455971936153,-1.0336693949319,-0.299749047496456,0.409863177053256,0.32374467156813,-1.45788271661984,-0.942686394426573,-2.23379650107186,-0.0821259530475723,-1.72680305277286,-1.00033522635257 --0.327851698428376,0.0690945982758841,-0.722518012964748,-1.5144169675772,0.126825066872786,-0.0234785313153471,0.142297941780792,-0.180143887749587,1.31002453602243,0.412569460292691,-0.838798100935392,1.1698327223325,0.470084207651606,1.43069959376554,-0.147265987497874,-1.65112923925828,-0.36603151756188,-0.453734261168878,-0.280825576582612,-1.64135608520697,1.45156896505908 --3.10439506590281,2.39057669996185,-0.0964502772635827,1.75376676997199,0.847639304879647,-0.322114217839584,0.314046849075321,-0.0257832437370548,-0.950356416406177,-2.27541798149802,0.491342879169202,0.540355013460858,0.139788985051153,-0.562364305585443,0.519970416961955,-1.04872926742938,-1.27301455735133,-1.34971519425286,-1.84242028504613,0.784387778202842,-0.973281171655749 --5.35825684383724,-1.46177168630104,-0.626409008668246,0.133864344389042,-1.09439475668148,-0.789569597986803,0.777908764581718,1.85481981221903,-0.504142601362277,-0.663782528360508,-0.301725642311502,-1.58247514591623,0.501317214185962,0.297928758407951,0.0340896122526095,0.565537217205066,0.527813001261992,-0.561310742886409,-0.398320373176492,-0.359660277509622,0.818196198784726 -0.536415025004739,-0.984806292747729,-0.752292605346771,0.00289214362423071,-0.69322611870438,0.462201378455512,-1.39347605528854,0.585979641750653,-0.687520421058572,0.0781408563198487,0.261050739127895,-0.780034923094006,0.387048361330273,-1.14821842591839,-0.535799237240216,1.01550375000998,2.067939986166,1.09965614341277,0.0988894175894575,1.7452503680091,0.184733174130142 -0.020018131254163,-1.33605374450295,-1.22742247680002,1.41701766718956,1.4250147931501,0.145597850443848,-0.0511410650376235,-0.471414759907164,-1.79120874105362,0.495145252773185,-1.77758449312681,0.81746941421597,1.07040923476891,-1.02251470255905,0.988193066999986,0.767598321224077,-0.236505466687667,-1.15255609109851,-0.113734204625244,-0.509057824710334,0.36685413314341 --5.53859286558039,-0.365131611733055,-0.17131270673143,0.711655020855213,0.457393527670204,-0.268036296099279,0.706752947841747,-1.81440112239607,-0.668113819164287,0.0347884632441627,-0.299145899167385,-0.395744545030562,0.498912027474658,-1.17970310088535,-1.85477109267687,0.0443431098548027,0.981724747579524,-1.27460636705397,1.50578393634704,-0.32294275366925,-1.67851145295055 -4.29491477782613,1.38145424797967,-0.394563473413205,1.14442872144804,-0.62706432091076,-1.11887653742719,-0.792060850153379,-2.31182873032737,0.661528286085924,1.46438745781444,0.0370170932189471,1.4124385343489,-1.51162347585033,0.676581873244041,-0.341789873484795,2.27123280310975,1.01282260787936,1.15862527538126,-0.389414174948506,-1.61874084183882,1.00405290528145 --3.60020601392597,-0.153317255754176,-1.73359419051145,-0.181963349351263,-0.695889860055283,-0.0900120398283286,-0.395856140224365,0.0466131700433267,0.872451078441826,-1.23505755493081,0.116525851401313,-0.917295725303465,-1.84907667523301,-0.739305856478621,0.577494528021355,1.52177976371163,0.452846640706009,-0.958780863653622,1.02125699667338,1.67306984887807,-0.420107271429784 -9.12532389076915,-0.255571634239904,2.30075563575868,-1.35369155927764,-0.565973959618573,0.64129419452485,0.113249997061225,1.63789567519708,-0.753883354738236,1.22941812856856,0.818250410538262,1.11540744189952,0.487493928461136,0.979409352166563,-0.0895900199649175,-2.22200014198427,0.378153562255367,1.70846450100935,0.541763619076628,1.11094612780002,1.14815403454109 --8.00711761963608,-1.28862710359708,0.584314307832835,0.896611812315687,-1.80970014306076,0.806303628311986,-0.494116396839281,0.042072416926818,-0.363689880098869,-0.199531540511495,1.1647686389023,-0.418918039080924,-0.801765345346205,-1.57372452426534,0.603295138225541,-0.285502876301751,-0.431761757244702,0.603441646830942,-1.60887460297037,-0.284880950395495,-1.87326980756443 -8.34004373165617,0.06526641700069,-0.29489127856089,0.381589535970849,1.76556157475531,1.12763323827435,-0.994719525955232,0.491075204474895,-0.358217103533731,1.44847105035687,-0.0582065174769766,0.0381078244577885,0.0798289613733918,0.311277383173514,0.369806617387038,0.298554036759617,0.461774507599916,2.84471909637262,-1.2440797101128,0.694511623794208,-0.0370994966233952 -6.00099649654191,1.03532642142089,2.21159550863492,0.60826013728878,1.7332787157536,-0.204800648677816,-0.777367211038035,1.24323340479789,-0.530370687721413,-0.0629363554116102,-2.04850284914132,-0.372595183834633,0.781286997396669,-0.550063282144441,0.493347689602988,0.154707083642791,1.85605144166791,-0.101636970169218,0.503713319911143,0.684367386657729,0.127954424912704 -3.69029482729483,2.26021579186023,1.47270566432264,-1.15441642401098,-0.556087093483908,-0.929455547561289,0.0507951552819081,-0.618323563496631,-0.443244399710146,0.583254295406057,1.80006862835698,0.825520342402901,0.806112841094407,0.0456686781245766,-0.369483576409672,-0.379150498170732,-1.61944586537185,0.0452222082683416,1.21602200500617,0.754583307915456,-0.767448489422656 -6.93261521947418,1.31469627531537,-0.40656352476567,1.06102413113944,0.40734599656663,0.609786362423929,-0.922811555627665,0.721364279862845,1.53146390670393,0.628376506888554,1.42412034714544,1.17512073804216,-0.458747636710871,-0.855620869262418,1.34897405847311,-0.289911784205738,-0.537961822601887,0.392217686669267,-0.955342823198004,1.2462532961927,0.3131702565604 --0.431207580885751,-0.870023345687065,-0.0744291359081681,0.471586543609046,0.531757834360843,-0.992866493475277,1.11621458417497,-0.18635505581106,2.95559300979197,0.515441232572307,-1.54936096054843,-0.47548645444348,1.0480447408362,-2.18613617831026,-0.530406645455397,0.853663888626261,-0.569038764408835,-0.111605753542651,-1.2394142105094,-0.369811185285853,-0.0258489015085091 --7.27013329759538,-0.503130035385095,0.137399992021947,-0.682709832037447,-0.533886280734995,0.152607757699856,0.295548740812713,-0.273540070700816,-1.13717522192104,-0.427443176195326,-2.42742878589393,-0.995804533483908,-0.550784945473309,0.591252474702086,-0.208195410958109,-0.671005774408665,0.226699188915845,1.78716583687969,-0.442029632969392,-1.2742377625589,-1.17013045123008 -0.0397301793016179,0.607455555255871,0.173127703434541,-0.383565578769809,1.00516088666905,0.105557862539905,1.67492692352431,-1.65545342289919,-1.16394591768948,-1.71096004058325,-0.910961271875034,-1.09737682256768,1.31418333795321,0.218419806684916,-0.199074130474069,-0.535418707733111,0.569151276855308,1.39783383244462,-0.26500279398937,0.666812347953536,-0.0857862398006227 -0.39355350621893,-0.0100414162545742,-0.713959163601673,-0.591114896830297,0.222859475688804,-0.265382476534309,0.821879505828444,-0.554994660986688,-0.0903642673933641,-0.312635355168733,-0.046083932169366,0.0720550649693622,-0.821085999360482,-1.0687996793425,1.43965745567279,0.59634987700206,0.315376449518603,2.8572687622306,-1.90660020231168,-1.08226429626022,0.788894210935221 -0.606763609740895,0.275330299618763,-1.60949375675619,0.506595164096059,0.702133374028768,-0.339912487135512,0.512579720815048,-1.16653190923813,-1.02162574082495,0.760405044288004,-1.27489938973048,-0.658675699513751,1.21613779776848,-0.228266912393044,-0.260274032406176,0.724741529477529,0.754759170735552,0.609175118575484,1.13845453396397,0.403550656742098,0.627825974413066 --6.24913768923891,-1.31229878337135,-0.852768245387931,-0.804396093359445,-0.305489951638005,0.9226744251575,0.936074432583662,-2.62334476357606,-0.19108467285,0.215907231919291,0.397692182424023,0.122922803336669,0.161859706466724,-0.0846001575296571,0.0682039219991597,0.997347451832889,-0.841459084322258,0.336151985037229,-0.997366614181324,-2.00999780241368,0.396815478368163 --4.0848424988033,-0.42652986734355,-0.829150710144292,1.73908790503157,0.16996161340339,-0.355722927927705,-0.296103615694957,-0.189776023856767,-0.185913902956274,0.699016071942061,0.317495315242881,2.20319266677187,0.252685907915173,-0.0664245393120712,-1.53893588769444,-0.66834319478954,0.200411108810384,-2.08825560868475,-2.65719354951981,0.25846447009821,1.54795875329395 --0.206634738359304,-0.926404247679901,-0.0913361884434579,-1.01608557937317,1.22113163012017,0.765135062249088,-0.912039908693015,-1.01539585660049,-0.192760521082704,-0.214381200996429,-0.816634531219197,-0.0572726447366296,1.4738737750637,1.90109420544745,0.682318244112589,0.546838913884533,-0.887077590448857,0.410067907341718,0.285219374963379,-1.51087611473489,1.32462520550302 --6.1272269476821,-0.928557924611241,-0.551287279814649,-0.398341980004781,-1.39285370508154,0.115040807076687,1.06812185798869,-0.490879704941462,1.16213152485477,-0.192977350713116,0.640911131708721,0.75157155732366,-1.97528937132943,-2.24488498237952,-0.159613669889529,-1.080923870609,-0.560493356565999,-0.00850806474886611,-0.201503746010151,-0.997616382621856,1.43768912176479 --2.37869940929779,-0.718900602222104,-0.298045178077197,-2.26665028643607,0.219406654943644,1.10426556017272,-0.682683080224611,-0.492660822811446,-0.142953510503219,-0.230344991349949,-0.321179089289828,-0.0327338890250549,1.27737769525073,-1.01651145368449,0.863025958635404,-0.068873175361086,-1.23628558797166,1.05708388532129,-0.813052073305133,-0.268199408751171,0.513604935325194 --4.42309498299323,-0.414790569518114,-1.2630970825404,0.164274827279353,-1.39115672805753,-0.374555105701762,0.21573242359206,1.53682662166166,-0.67783518991811,0.331577163414951,1.34770785837409,2.06381128930351,0.206688313772698,-0.0386672991319409,-1.39537244504797,-0.772039919122231,-0.860696368003581,0.597022889843495,-1.38376317562598,-1.22161327106827,-0.85458695938557 -3.28393972346196,-0.00566789314053156,1.08776662137824,0.951952627233206,-0.154489168996253,0.180769995076077,0.90373102069066,-0.230208347464196,0.731041985131092,-1.7944929554118,0.00631779454637151,0.460702033076557,-0.33130088661664,-0.32292027659956,-1.43085694649662,0.596999591269756,0.2273755668868,0.390578100026188,-0.117756923497168,1.2203570335243,0.605551468838167 --6.72953206772477,0.633448919494853,0.665648996939792,0.054525385209659,-1.27859642630977,-1.22275901249826,-0.438690371255787,0.530985566494617,-0.695486243386973,-1.33887166475084,-1.09395385075088,-2.33359474491292,-0.0404867641850852,-1.95478371456354,-0.517038504716613,-0.0913535678201129,1.51176284150456,-0.962040608543868,0.337124939209073,-0.0675675978312876,0.0285257782113481 --9.0357162643216,-0.50918077365596,-1.04789589672701,-1.2873687334007,0.383366099710428,0.458000179698904,0.332150638794957,0.712612707996704,-2.14789234760059,0.585256481697593,-0.406904539519031,-0.253338334259917,-1.03772342073636,-0.331777226153459,-0.88755014697529,-1.49781209241805,0.689408235064749,0.513791254712644,-0.656580079356967,-0.141260911605622,-0.795156340403079 --1.13659582893238,-0.857008619328728,-0.803354081918393,-1.39435043467372,-2.0783852461239,0.502765699863845,0.718669781813423,0.527330757879086,-0.301861135738299,-0.334230478004387,1.11072842309631,-0.468482181398266,0.705741586840093,-0.200444870451984,-0.428046881667282,0.348710301437186,1.31060763339381,-0.949244554039966,0.934667549258557,0.0243718863282967,0.586326552954803 --3.16049450486006,1.61616757681286,-3.06004211261952,-0.584425444745057,0.73555310009092,-1.78685479111763,0.823300630115239,-0.743751319274924,0.530806377304706,-1.66048555056846,0.154047264051556,0.422304155489007,0.323257454017085,-0.417177993545303,-0.685584695737141,0.474764613871806,0.93931378484188,1.39946751641194,-0.670309105954439,-0.227726200172655,-0.633661291100884 --5.32800492940351,0.993866406838329,-0.971375821869099,-2.01107219545053,1.37960480156074,-0.7036778443648,-0.126603991668448,1.54912753396599,-0.642947792863538,-0.560624736997064,0.282990839723782,-1.66578389696663,-1.57132301696286,0.0790961951723899,-0.471084785064349,-0.921077584022315,0.298048831451419,-0.140347922647387,-0.316916174111554,0.296222917279551,-0.850669528641082 --7.16769642708915,0.696845859405803,-0.761851296082973,0.127519430170617,-0.17187897608341,-1.45451394058586,-0.945007525541862,-1.28901266374727,0.162867307133959,0.27315266731534,-0.637636842708772,-0.603005962122136,1.77217767778142,-0.482672732275547,0.184347154175356,-1.13086604517756,0.926800176229968,-0.996127794000868,0.448159344247088,-0.444724277516452,-0.988631411646789 --3.26923291917436,1.6999706729654,1.45660702908495,-1.63487251076371,1.09735706860748,-1.60414612369474,1.55506704117664,1.28600108510545,-0.630011601623041,-1.15423018541331,-0.194402894330902,0.380498304880568,-0.0159257841869616,-2.35143902672784,0.516868118705087,1.66063790545305,0.126126145046032,-0.0546054485393521,-2.23676901477407,-0.0612421602603124,-2.18805826686456 --1.83194460863013,-0.977741945262675,2.69558359054329,-0.370428672328058,-0.852761672557815,-1.56094227136217,-1.4516795063593,0.287454717143522,0.658602557839339,0.413429012845672,1.29720933277144,0.100734290383321,0.332806270586456,0.542603233611173,-0.240398043612374,-0.322654953448116,1.31502028363376,-0.631852201499693,-0.748108964793726,0.104224637947666,-2.07575384790707 -0.781314222640318,2.04881758195934,1.16272579655754,2.15677054123512,-1.04481541254496,0.27592243465692,-0.136407573505071,-0.224466722319258,0.713017154769931,1.18156645139599,-0.786436993848946,0.124544787144857,-0.508745815930025,0.243281385922543,1.37578610247822,-0.233118693476024,-1.73376857980018,-1.14863587846665,-1.73744374632424,0.489214176079912,-1.31302558847761 --3.52769061328116,1.22644932416057,0.734917949347924,-0.805079829154713,-1.50801132010966,-1.49161301827766,-1.7621306224794,-0.9477709923456,0.452723418174176,0.184126256241834,0.0816127306427444,1.29690556827014,-0.49720450911458,-0.43546680600519,-0.111585317327108,-1.19256661526301,0.409270894402494,1.25294990484165,1.69027297110628,-3.31495707147034,0.134361814511398 --2.31650370645139,0.307023011977597,-0.41838684205845,0.251234377259277,0.83317761464509,-1.38225931865673,-0.803922691863726,-0.765435763014825,0.867749430812607,-1.90434889125651,2.00838130997467,-1.32222711900416,0.0666730510315442,0.632675058086585,-3.07492110415276,0.342640839476766,-1.02899995907443,1.85601172403427,0.801898605688117,-0.512333634036692,1.33665970658744 -3.40009784850748,0.624332983926657,-1.84003941725705,-0.286580058741048,1.21357334945658,-0.00673430234899811,-0.464117378866836,1.95802836379558,0.553472250228127,1.53295266989759,-0.251947060355498,-0.944139995768169,0.752088107714531,0.006631956489772,0.448536872142577,-0.0795762265275516,-1.21525157010579,0.260239539973236,-0.400658953358059,-1.27209437553914,1.57080174674476 -0.733730778023518,0.0613414424510207,-0.666084192894851,0.601866432041833,1.12936762603826,1.0662029156556,0.923756347459205,1.49239995168444,-1.5874130978933,0.640801326255833,-0.260701693939386,-0.173294856278925,0.0465493830381198,-0.329373594223567,-1.46343566816291,-0.588248151992653,-0.0214709013557424,1.69411262310298,0.398323696383652,-1.25523063234973,0.233254311117211 --8.87907822861263,-0.110825791428948,-1.91086098174888,-0.706173400264459,2.09068779696965,-1.55261600904577,-0.218666893638954,-1.89347524990571,-0.948927496541217,-1.28928401094919,0.774566180638458,-0.153047389067009,-0.715495000371136,0.289920254488556,0.658475647549532,-0.252876415078337,0.378705149902903,-1.79959656381901,-0.337344187079143,-0.114105480258129,-0.564004353519392 --0.201526300700373,-1.5762335600693,0.471968288298348,-1.60524022642598,0.244523766072254,0.190475615257184,0.0548289234516557,2.28838364225822,-0.0175704928169438,0.736140707545367,-0.0906496470358612,0.631609424618624,0.891650174063124,-0.986050365448477,-0.22475183994917,0.668512034726918,0.305113819878443,-1.55992657131964,-0.201933736875251,-0.548059346470993,-0.111850958125219 -0.258707777759948,0.742589845818649,-0.360458747268974,0.50216845165926,0.367406142379931,-1.30233442655166,2.3630185540196,-1.16210243547512,1.60945478232077,-1.08999033365041,-0.82505302868037,-0.591627547734367,-0.515727222007572,0.303840476469393,0.506205189669388,-0.647450946750215,-0.921894537770331,-1.35814444352032,0.883496171842914,0.252060604381297,0.764079620057883 -9.21327767508097,2.14232339810565,-0.0188318970806411,2.1708597654238,0.29606987219254,0.235815318049735,-0.0397356776311752,0.0816236929495048,2.77456645000814,0.386303463522988,2.03525386075428,-0.437060135013369,-1.89373780082571,1.8827124260444,-1.3738254022916,-0.757887659435574,-0.720966271618976,1.37595145449531,0.0463029033045519,2.35489276466719,-0.826959188969876 -2.63757458061311,2.08977295667316,-0.967002593433541,-0.264469065064571,-0.621407373129388,0.957439551040995,2.34375787526748,0.0205077464733991,0.45272034441418,0.759438283810031,1.6668679853606,-0.1543057277364,-0.683891299800389,-1.16730915382557,-1.18815809149527,0.392445973189003,-0.674223688512477,-0.345303672057081,0.251823442623563,-0.651827005783089,1.43756761431148 -11.5722757047998,0.169794327127524,-2.01347317761235,-0.504368251497835,-0.527533627222939,0.643109314048097,1.3494405432374,1.11292874721073,0.709247463617614,1.28137946900492,-0.294225530470137,-0.708322047151107,0.484729636374339,2.04179959188698,0.232568512851142,1.02273127993138,0.673635379363215,1.71734909350618,1.35952633014018,0.496070420561456,0.701320040209905 --0.157057453730795,-0.107877788921055,2.23236167536485,-1.12306450388198,0.595112569442381,-1.04982257870923,1.83795667782449,0.305002713350554,-0.865716116522885,-0.0117983019330812,-0.245536876232104,-0.408341489466114,0.196014562223554,1.54526394353883,-0.152545723351138,-0.0761341812358057,0.879467135524009,-1.61776756973603,-0.655617587305413,-0.424587397578749,-1.69158570463878 -6.9574949667323,0.18199449457932,0.15773029352231,-0.459762806512251,-0.0765058432157294,0.315682529159457,-1.03357388550499,-0.685218305914943,-0.97999519426386,1.60476858557477,1.94946610994265,0.893626207503169,1.62039269160685,-0.00152654448979214,-0.47115588543706,-1.37845367823401,1.03397869237613,-0.297364859680344,0.292675351650033,1.85467210096502,1.63257665775443 --3.66864073390105,1.14592817832429,-0.687388461898034,0.523725791800463,-1.63869265327502,-0.436722162839511,0.101373421745543,0.460809697181372,0.094155809539478,-2.24148064854072,-0.0450067317228823,0.340354675513033,0.515645266222342,-1.2112289770755,-0.883226302413434,0.264796742038994,-1.11886218937737,0.0886315666397563,-0.374959284534656,0.909142775213844,1.41291519222643 -5.80517247962119,1.47729882260241,0.954988612925207,2.20512343692839,-0.256094974400428,-1.80629171733816,0.0538819157219912,-0.420184607803071,0.488849253103286,0.22844211185161,-0.506257016428913,-1.20106588768917,0.162010397760682,0.553975654310726,-0.30312419426274,1.58114102417887,1.82937005762791,1.47672131382133,0.185323308449509,-0.185506610413883,-0.229026190228245 --1.29815789017045,0.40794415253402,1.0969193806044,0.380158947172531,-0.811085779834387,-0.696194901828708,0.690797560889804,-0.29522370163832,0.302510883474418,0.400432818685063,0.240959703035482,0.349020458741896,-0.575157895685224,0.0860498007887813,0.161994956033588,-0.533931720421394,-1.30509886238408,1.1923733383781,-1.073447483449,-0.50439348542958,-0.996041036998935 --6.09131003034581,1.11427873521406,-1.23048770153067,0.623271876895179,-0.905152607069632,0.254706679082114,-0.904052157074759,0.254677051382267,1.0657610670901,-2.74649141627243,0.379873479499203,-1.87189024904952,1.1295772710645,-1.85010829226354,-0.508281752851482,0.679240484103516,0.183537091729936,-0.581066363975808,-0.277253288548268,-0.197695592010679,0.139064292890157 --0.296736637141775,-0.0270758439935565,-1.06304813802084,0.413626180933821,0.186744403775038,-0.371664529235506,-1.60631422884845,-0.217587678643814,-0.455086660945722,-0.888029860772662,-0.40417402222995,-1.75898460405522,0.100402587407639,-0.00956268054443408,2.14701453673725,0.665800444228502,-0.501529713679256,1.13884414118698,0.926129516470565,1.52380645772672,0.371519147458823 --2.40095962599722,0.497722203347278,0.0996551694491895,-1.25503415096348,0.281724196586006,0.669635112748367,0.670796289456041,-1.16576773510901,1.14864690918937,0.541127305654388,-0.184432700430985,0.248315037297465,-0.589968046243596,-0.061237655830475,1.07242411992613,-1.62147143542612,2.38039398957309,0.0527285648100403,-0.110872352717495,-1.73678114882801,-1.7153960656815 -0.307770585649104,1.18564001363487,1.69912855917289,-0.393513661338369,0.0549105929157742,-0.678351323387213,1.96819086333282,2.21684187489927,-0.698444035663825,0.407227914835669,-1.50657822880262,0.0515083954865405,0.379447067879007,-0.142277237323195,0.0646450218236846,-0.15633387591163,-0.480576150784511,-0.118069743719797,-0.42755294385441,-0.437544736723718,-1.71181470314839 -7.91630752731272,3.63957362674029,0.852094994245672,-1.26185045201786,0.548810146508265,0.888686989950394,-0.698243395416457,0.597230217255996,1.4765430070845,0.485920331103122,0.537290496790426,-0.296765863692587,0.19586837720597,-0.0051678253982641,-1.97514142075945,1.68285946220202,0.671526279215505,0.707115625014698,-1.55483153077272,-0.420820864868836,-0.148317068102049 -0.646586924950399,-0.05400259559406,1.1563557342827,0.872834779102948,0.378165472592958,0.908638827679408,-0.532986289841431,0.468330666342684,0.585430541024933,-1.22224876821699,1.72889359887021,0.450158051726843,0.907537728546388,0.505757131266493,-1.79860234294423,0.350164363203638,-2.09845849712317,1.37322928860828,-0.813161342735715,-1.19624866975285,-1.30456184244418 -1.0019524331064,-0.668147316886616,-0.534732478377551,-0.418900515740918,0.589715690372984,0.218270356806338,-0.389020879257911,-0.783154235196464,0.779070233645829,-0.638441856340555,1.06529607216907,-0.551519130202311,0.190338321861544,-0.0755000204684097,0.803132695507433,0.953277354596622,-0.165807247888628,-1.15864989369498,-1.29394975983069,2.41802502658434,0.474458365683849 --4.66326479891953,0.445807957415336,-1.72799290204714,-0.417616322154665,0.840986125157274,-0.0267328599392075,-0.00512008195442802,0.332496101221397,0.362101328322737,-1.18556222487851,-0.85206073767494,-0.66985790749186,0.536176508032635,0.475606131030035,0.0791686776314988,-1.5035477008847,-0.164707149801954,-0.758268367218621,0.114942796165515,-0.291977590709767,-0.426176231119772 -4.59922487265576,-0.405825246363776,1.06214543593778,-0.593929564619621,0.661298521884669,0.322307868157414,-0.58482920231092,1.85806704788857,1.51135885766266,0.988161194788809,0.862894615571817,-1.42019444573005,0.421479955082279,-0.172949107851472,0.0699495115608929,-1.39473581716944,0.353090843304765,0.396439731547026,0.219546005888211,1.06738450810861,0.699044714364376 --0.969355268512804,0.635283144521572,0.556121340855521,-0.179007761308735,-0.616707549302274,-0.222115965086229,-0.249625708892534,0.110188565258373,0.624267573221453,-0.77465229508339,-0.333682919374467,0.883722967361371,-0.404494887295093,-0.993178690034866,0.0359597470262598,0.557616441702231,-1.24680251161051,2.26346202967027,-0.313489124249862,-0.235457342600483,-0.243721690410377 -0.724559177842142,0.341248399134537,0.061587135271464,1.15113077042172,1.62538608067204,0.618686093195944,-0.899086781846926,-0.710740712947187,0.647225444455264,-1.5837341657499,0.673461418741647,-0.363926071619747,-0.362631291331541,-0.208396972095294,-0.0713434825000107,-0.706497373239477,1.59897150030153,-0.742585729139438,-2.09717716759101,0.234019965306404,1.17229637675051 -5.69084466478384,1.31616716303968,0.567380704333607,0.550375800852317,0.352491825068615,0.626681288211603,-0.545780422111693,0.459378670236184,-0.80867531339858,-1.71055485153628,-0.195993374484714,0.203036556937879,-1.26008866733637,0.386812412295328,0.247578885538621,2.14892288511974,-0.312432915602188,0.455467701195865,1.07402913531564,-0.170700115627526,0.273613505863189 -1.77234083060115,-0.959776483661365,0.532438701058031,-1.27032429371096,0.682334777864883,0.136459668079296,0.0378917155892636,1.20434081998749,1.9106631569667,1.67452204722453,-0.276868297352775,-0.802193401170863,-0.95416883565179,0.910847867979179,0.554834448195231,-0.542923223286799,-0.345279680640442,-0.531001634996393,1.70019495563157,-1.65631003006318,-0.435212754933069 --1.36104388901594,-1.20557521138083,-0.941406649457282,-1.14366248665199,-0.406295576952467,-1.0402143604663,-0.735449203566091,0.924258569639385,0.127485779894722,1.26672836120798,-0.788103881040921,-1.4674134153504,-0.725176963418604,-0.661504056743947,0.0527309262599445,-1.33118973897708,1.84235845150849,1.78913603417326,0.933189797448379,1.26852041920071,-0.362955381070666 -4.79731539623731,1.56757305821464,0.46536547723446,1.26780415768504,-0.0685048117238327,0.197360176496939,-1.29547436890927,-1.42944353327175,-0.0116952623057815,1.23228008024359,-0.140566041836112,1.33068119824391,-0.97120436342472,0.114643011237181,1.52153583256063,-0.016108991948805,0.104278077907849,0.947880312355193,-0.633279557456592,0.852056433151248,0.101944172940062 --2.60603392131837,0.225285799791068,1.10889036803265,1.20062935758333,0.173425418118551,-0.613353575246256,1.54933856876308,-2.20078752724756,-0.320675483449989,-1.17355169394751,-0.127556180819379,-1.69016562171043,0.511953317536473,-1.03697452602494,-0.484686615350123,0.857269504907063,-1.05397399329956,0.690398867880212,-1.61762562957035,-0.151601466577754,1.29072000028796 --2.91219906998017,-0.92241065744061,0.289530978430616,-0.571811406035624,0.347841860145266,0.917377446381037,0.590738629547731,0.39506472154293,0.3485558459372,-0.524618715251323,-1.17242985145429,1.04995251066212,0.466160624811024,-2.5025591982392,-1.75045733459857,1.55674553378156,1.3763396199936,0.0785033862932838,-1.80847808511487,-1.76566348863394,0.628360271149466 -1.82310231549164,-1.07377241040219,2.56426550028866,-0.966778589678404,0.356317261953314,0.905482342035608,0.146493105821938,-0.190894659786721,-1.2721953671579,-0.611318239968866,-0.456726902132618,0.180436567023297,0.0207540392041359,-0.625108301737722,-1.34834768885257,0.389262353099224,0.138958496169903,1.56225854503618,1.28848294712036,0.676142129166839,-1.54634700251874 -3.11909421250675,-0.552358285562395,1.22506371933748,-1.2741180180807,0.0715384973916145,0.324888961168101,0.144054596009992,-1.10971039919314,2.0394154517452,-1.07284391964577,1.84210878636799,-0.0904707676633642,-0.524213194431135,-1.12318160406819,-0.325453454633641,0.106300152025389,1.04623945463965,1.06615751887308,-0.357448802916833,0.125331115713404,2.07020618376353 -0.445492510537693,0.590461401136985,0.12525609534566,-0.372087330119483,-1.18674679348122,1.01794560895596,0.321532065488588,0.11420414442892,1.40332276191692,-1.5588925023316,-0.120810380514596,-1.34561980639869,1.29227562782595,-0.399281127686649,0.279701367531969,-1.23665949777066,-0.89228848390588,-0.344888070868936,0.593184632260385,1.74731736826936,0.621043250425722 -1.82128690967375,-0.527275410724916,-1.70654578470873,3.14989582200907,-0.288688253019196,1.01519848562116,-0.883712745722299,1.17053435131681,-0.944907625775017,-0.88752321029838,-0.23838446782409,-0.415880416761917,0.99264429666374,1.31697187429023,-0.924631048653106,-0.14032509006247,0.128033084997016,1.51926491048544,-0.861460544306835,1.61975538850299,-1.18076280248627 -0.997750258615125,1.34184616376387,-1.57277444109043,0.315350557008864,0.451399071230414,-1.11631346445963,-1.21946054325353,-0.130025978233449,0.539195259733977,1.60920095045018,-0.0640770660349656,0.425281131414702,-0.67069173083675,1.17069116381155,0.861009217215147,0.386214261390165,0.297922270556246,-0.766174650056107,-1.170253279255,1.17535406111364,0.581696045229496 --2.66147820865817,0.243844628486594,0.436839273392351,-1.56003732683501,-0.565748833307557,0.40520253318371,-0.36465871310406,0.66606096231975,0.505190642695664,1.36477023502596,-0.967882746593412,-0.286558200519649,-0.128796413259508,0.9291642714705,-0.86368086392855,-0.326880787151382,0.637011795097628,-0.182560992981795,0.0217877904357863,-2.05350931577627,-1.38903956963763 -8.2546431479609,0.195880789394313,-0.0659367576269974,-0.713481583497737,0.400112769572135,1.74743149131596,1.04983783145745,0.274138704133199,-0.38438716902459,-0.342513940192166,1.30382822026936,3.40032523074487,0.013380046508847,0.0781117761060424,0.369475888210252,1.7569568531912,-0.452152588509498,0.785036133436771,-0.743998011382351,0.495703588704475,0.41242974576805 --2.02437972850288,-0.015519728626234,0.313486040297263,0.325298904179007,1.06106915623468,-0.909631692214072,-0.487172712482454,-0.929539532824213,-1.48963638831508,1.39337011277119,-2.08768002700353,-0.11732382579523,-0.680469574138214,0.452980173893223,-0.514231302477848,0.362263043256736,-0.768877644582516,-1.1789408927402,0.500130788546926,0.0601474573058895,1.89594818613468 -8.16365016191001,-0.297577328151777,1.22495620365322,0.721850142322397,0.359092284971648,-0.143102129449545,-0.529536110672259,0.137433453694619,-0.170317779998447,2.45539177405358,0.974629528516993,-0.350456121844817,0.801545919943594,-1.14299701393863,0.375680836485747,-0.0563064793561992,1.24686292477795,0.886153894218956,1.44602539877261,0.458030611601689,-0.780747605515093 -1.63121466366139,-0.167679147061436,-1.23333449174602,-1.20170768269966,-0.194622345665849,-0.893465728027303,0.385130441962138,2.36494334242833,-0.159998081373692,0.657036008328642,-0.326340714825481,-0.042955568724241,-0.731730024021262,0.722833091014191,0.52558966173404,-1.14195978335269,-0.435186736474721,2.34788276622811,-0.341287592245386,0.480494907398705,-0.595186101928579 --0.813636426651099,1.15647857993652,0.31405182784812,0.129532116434185,0.30127416800603,0.319288206352709,0.2011607900072,-0.0258103852293219,1.29536022924699,-1.77933096832867,-0.0365585238382529,-1.08562240730378,-1.76850526376002,-0.0376339086401673,-0.0129445674545037,-1.52030641495404,0.138135403583069,0.773168792140842,0.283405085970086,2.0416915770083,-1.48147604990371 --2.96937427290993,-1.33876400921731,1.06473924750175,-0.666806849576337,-0.23948283089171,0.32429767600612,0.369745453663263,1.31932012781944,-1.70937006798594,1.52363283713959,-0.188586154287825,-1.11963041390988,-0.419958147699073,-0.488241151457686,-1.17644892652616,0.933655613782274,-0.219147415835093,-1.42779548000152,-0.60358258094212,0.670301884921766,-0.433843459594386 -2.25699795734177,1.08676877525818,-0.308678696579772,0.555187351127651,2.00194323052505,0.00857137652301896,-1.17965207958102,-0.21071587211636,-0.803488229443224,0.263875134765415,0.577639246270962,1.38974591123548,0.247941689665589,0.0209200995400528,0.355035433743518,1.39412643890834,1.54323377239944,-1.36585861979477,-1.31005274965148,-1.46055409160169,-0.525109293731441 --5.96029075619334,-0.350684196699262,1.10339444636492,0.0157806585856824,0.872651896848864,1.99543840040977,-0.0185192939341675,-1.59151932437741,-0.393134399386005,0.143205626841136,-1.72266464216163,1.94053388894859,-0.457589459320303,0.805780338176561,-1.62336425845064,-2.41225320267001,0.0423777426824622,0.559498236928279,-1.89799591336583,0.268382041530666,-1.21847437098475 --4.76777405998945,0.7347232445509,-2.1268244294024,-0.872738105031128,-0.927540488835335,0.821294030406054,1.45740551137761,-1.08857897368942,-1.30939363695385,0.669645606833571,-0.97516467753017,0.121226219075445,-0.277077724739699,-0.504269608211591,-1.21733754768949,0.882962480695778,-0.167365989064468,0.477027988003911,0.490546681126784,0.60581103194594,-0.912164017856286 --1.38327689042749,-0.058414483783753,-0.562107863054652,1.6090228148244,-0.238753479310468,0.649285613093496,0.477355982691947,1.3663882594778,1.74318629459904,-0.621255811134768,-0.190095101157223,0.509166054785254,1.04583711174441,-1.42253542095308,-0.797071259820051,0.069112142107232,-0.771185273239491,-0.865867051251478,-0.368116076118987,0.0015213648085354,-2.78684046733315 --2.11480940235692,-1.34581290425275,1.14066442739015,2.25166099766973,0.126600198186733,0.234263746747271,1.02169521365559,0.319146440009478,-1.46197539958255,-1.09349273802766,0.258007474072041,-0.411367694326309,-1.75168542991711,1.68738265875218,0.00331144525447347,-0.106641566504451,-0.752930821861752,-2.14803354882213,0.196556651766271,0.833411452826484,-1.40833057030672 --3.66260031676135,0.346905269277825,-0.688818338926201,-0.322074503705915,0.0185181076899276,1.89827549105196,2.48729718663452,-0.774823857257179,-1.30655962565584,0.116820589647156,-1.4094133353042,1.63913528363834,-0.471951503004547,-0.603127300041618,-0.52682389604135,-0.670455718567399,-1.64534697676198,-1.48284766250607,-0.0255753217971549,0.098002394951032,-1.91069073023655 -6.80736321399052,-0.638404646984218,0.424244984266371,1.08835758750641,0.152138419789043,0.681366287188009,1.57576753402202,-0.507267508448368,0.202905128283418,0.944988901037749,0.376469397892608,0.692849005317355,1.0733563590346,-0.14548104625569,0.568578476016661,-0.569783300882781,0.341277013452903,0.98300901189111,-0.949005905149012,0.568486023138909,0.297847610271775 -5.08474258821316,1.12439235451868,1.37154528213557,1.17583618360137,0.629431460985804,0.0476260192143165,-0.734990893588076,-0.674983807577024,0.111748136756696,0.347116559359495,-0.505116887520255,2.25776079350212,-1.14487018547486,-0.827181265456511,-0.69457269290811,0.179643514605891,0.489576472851231,-0.223884573291584,0.965096408255971,2.07329796213667,-0.652981826918234 --2.83091867647188,-0.827733030814888,-1.7750290629685,0.9275402169265,0.501070942486948,0.556696693780419,-0.635078517975161,-0.769941114520178,0.628641012207477,-0.400889766536581,-0.28563549775774,-1.74991112022988,0.511880927255921,-0.213117510696334,1.15240925443619,0.812581119102116,-1.96960167605768,1.05094404823337,-1.16618328274727,-0.0123246342318538,-0.761812023298399 -3.59491221667318,-1.78778013751545,0.418465640595231,1.86710343270042,0.772291333676108,-1.26685125005781,0.171595189757824,-0.91565177099626,-0.132966636568715,-0.438459862597046,0.242086232137355,0.17423493499694,2.02556510311941,0.412017448564385,-0.839502606334086,0.670372288933236,0.0897945277932937,1.11868260189471,-1.5496769292631,0.821337177066148,1.14951744731312 --4.37672939530374,-0.854010002564265,-2.09022705473653,-0.500131995340246,0.718445163853079,1.01470422038182,-0.583893382994886,-0.45220200684749,-0.529145148231312,0.27353855607855,1.1540036727142,0.435382640816444,-2.15225192220593,0.996181083946081,-0.483918437952851,-0.250108559541283,0.88778594452167,-1.31151628970587,-0.736295438279083,0.723713707741188,-1.31356813438344 --4.98908220523504,-0.572022722356352,-1.92387869850128,-0.966937155083708,-0.9176950925886,0.266805262980765,0.715788018427171,-0.125878401383063,0.154940349947291,-0.817310919120278,-0.357231328969473,0.500810475422411,-0.230298252721362,-0.359841698379534,1.58298441993774,-0.020727226754782,-1.97514863985517,-0.956356406788018,1.20560934034957,-0.384687997365407,-0.142855039832223 --7.68795757799036,-0.825930678709155,-0.686284240250013,0.084212121407296,1.34974125027031,-2.80388957638987,1.12651597659965,-0.38247287322087,-0.244009460004441,0.97608731589453,-2.07013517028268,-1.09237817311891,-1.79994454793015,-1.34193526195154,-0.0197257387404598,0.447551844354504,1.73857396008846,0.795974943673323,-1.64357092031813,-0.470164973553408,-0.399371649333209 --0.727387985437122,-0.237584094046457,-0.873141700781517,-1.20645640415784,-0.741291672874694,-0.898452725749336,-0.249207705043098,-0.348159914644148,-0.347686858572098,-0.222134707168231,0.585535585093009,1.20566334356732,-0.39162345043261,1.49442958880004,0.503767560109108,1.37664286596805,-1.0298538243856,0.682464328355562,-0.284259500491276,0.8860897799201,0.650572440665135 -3.20843103023678,-0.59532649610771,-0.28219190187195,-0.0728689967739846,-0.966710661219093,-1.14467399754149,0.203235143011275,0.88486919728334,0.428612228115301,0.252902865820723,0.818673360803254,0.33671363605842,0.747506697550212,-0.707957320540301,0.436102166322114,-0.335011167296934,0.798247990377094,0.225237668557591,1.15530480325126,-1.36946194071513,1.3489344194803 --5.21006440828552,-0.410742194759605,-0.507554744765474,-1.68723963298395,-0.825153715047667,1.28257578211778,-2.56064760847751,1.64441954031227,-0.0365677150792801,0.648932794168126,0.468419401649301,0.393078759411881,-0.125470348673695,0.417736078281604,0.139505085916584,-0.516698851723213,-0.586601587276878,-0.190382658845006,-0.459826433521905,-1.24162957208514,0.136498223250697 --2.43065791664474,0.327991438408655,0.8827279596645,0.2302294015514,0.82311933339632,0.371835681663815,-0.01921385970538,-0.657770361900656,0.635491417274443,-0.501832227453778,0.214361410952288,-0.135994277985363,0.628701537964577,-1.97589632735278,0.137957584536676,-0.00492649365608967,-1.50629799003551,-1.02041662100655,-0.766910118240233,0.230218416654033,0.898921774945576 -1.1497746993995,-1.1636466116897,0.441285301757884,-0.887698157091285,0.820679705451379,-0.000991929781467222,2.2288295474274,-0.532817599064062,0.0457144759276791,-0.311724202273142,0.877832646641713,-0.239763501193467,-1.34033686195561,0.284804442346564,0.0778358088624896,-1.01336484239971,0.368901093515469,1.3429708676363,0.796572848550769,-1.64661362009522,0.390608899699048 -3.93682574461293,0.760177665022408,0.857911177680006,0.64908327989184,-0.335869968621455,-0.0696057997579789,-0.484811444006459,0.00432983419166259,1.13216248388565,0.331859783265115,1.58275626139795,-1.11849466240844,-1.17643122023429,0.503681982801175,-1.01357653269064,0.881185000204391,-0.319370722365901,-1.57096400338849,0.903659957741002,0.165864947671564,0.333231064915186 -8.27855829686287,-0.00255583605038963,-0.909317991985213,1.07650972198836,0.438702483812978,2.14179386398163,0.192536299426496,1.50095044428008,0.014137637070644,-0.46070695133482,-0.152071384980213,-0.278826170296416,1.21335353925008,0.547478004197586,1.22067803421452,-0.366961104845176,-0.582303116697075,0.635653380416285,0.489418385502133,0.550083513888644,-0.0176521739174413 --3.20106900486389,-0.0382277709150002,0.509607802000295,-0.816075661248927,-1.13937003600567,-0.629869633164464,0.45096080124015,1.13660198911238,-0.939505862182726,0.638710005547497,-1.12183921849938,0.320088194159919,-0.703915716338935,0.830431894398019,-1.14858396845446,0.248640438914171,0.672261152667859,-0.0582015053450675,-0.792377511025701,-0.505108455951991,0.685789595358507 --7.42727575618721,-2.03623741998002,0.716624823296918,1.07534138653664,1.59885209004764,0.265703243315643,-0.906963337109976,0.965938944815735,-0.480013021915398,0.434570696030072,-0.0570551166399621,-0.757089781932896,-0.457759559484072,-0.224358324807077,-1.3453877099543,-0.886373172882132,0.294762181405842,-0.949171682075514,-0.355571272220579,-1.90226734389078,-2.11632137929181 --1.93802853397513,-0.301229079436562,-0.197351860615284,0.606950779084816,-1.3700706016339,-0.283163093849569,1.0875443225024,-1.52275067734357,0.62789778891214,1.48047110899445,0.836979421248339,0.0136078886454333,0.899809709578667,-0.842840890118284,-0.523294822374455,-0.199577235806071,-0.904230677559171,1.09431982040144,0.182465005004084,-0.665067668604775,0.115368005352316 -3.86020323865692,-0.55564610443147,1.33425729201746,0.363563779717403,-0.629079145177596,0.532333107115037,-1.38911337681488,0.401211907029489,-0.859802529390009,-0.465116199906489,-0.803245302307158,2.1739331190218,-0.439452370854431,1.21026199185983,0.69941506885485,-0.621148082743513,1.53890741373534,-0.384044893572756,0.765112022500917,-1.00583618522544,1.27789554049422 -6.51974929652783,0.847295415715293,-0.0526480531755563,2.060410257796,0.898255214129108,-0.842728791628924,0.038421388699412,-0.242176531305767,0.82792714131684,0.700662901631569,0.368283728947821,-1.09535530520458,0.944232787083175,-1.07931340259316,1.18537636972664,0.0912352720550638,-0.741435387521043,0.767389803697441,0.179773257283136,0.457559353528958,0.105377643166371 --2.36454495968204,1.39082051104259,0.744502081721423,-1.27419191813343,0.746664313727956,-0.131792577167787,-0.134619818420863,-0.631251127167044,0.206521879746259,0.504444359241344,0.329999886479011,-0.967975885397559,0.429885424841768,0.309516325499211,-2.12813530237433,0.130253777783087,-0.94193964719501,-0.311874181354159,1.37146250907621,0.011794713890097,-0.163017638229811 --4.8201417344385,1.23124621524982,-0.6205739130588,2.11428516515545,2.55681908468335,0.0854673158651061,0.243568336558059,-0.689738953450327,1.04578649546895,-1.66274093709145,-0.757446447957016,-1.7563271507628,1.25862948895897,-1.45676085507672,-0.435678325219349,-1.76426629024408,-0.761027471105404,-0.296414112882433,0.593129301177236,-1.23157989310607,-1.23943815798253 -2.16214153214593,-1.11333746215215,0.590699704574853,-0.231214779825617,2.36072996050146,2.29480737546251,0.867503984234651,1.26341501298984,-1.42129912088851,-1.3110069680904,-1.17014223208404,-0.266329440851382,-0.00846337681514016,0.723436883470773,-0.20789578118161,-0.131914632425193,0.462856097124119,-0.130102183441213,-0.597074457509773,0.640527183815486,-1.53252387269069 -0.146564687022731,-0.796053892663566,-0.458706404791505,0.271308135162513,-0.278131780339026,0.249656732670732,-0.655078906673644,-0.473018279303265,1.34074622453448,-0.260134148713925,-0.0646301631149982,0.292862967483897,-0.156941349940121,0.66263490124875,0.257411322740121,2.26188897990196,-0.533775284029585,0.324214017847469,-0.832801835231395,-0.975739258850519,-0.919555976325798 --0.396252638061966,-0.0895198771467189,0.21143177099568,-0.00613043539569527,0.147595154190468,-0.537082290288068,-0.666592321222506,1.35713652570049,-2.19894624307853,0.206339793637186,1.52832388976514,0.68758969903107,-0.809472965797824,-0.397354079341021,0.649348033374245,-1.38782252185387,0.695605668737123,0.720811139627049,-0.289633379895633,0.43349075762748,0.32825122726648 --4.80205448433496,-1.05965688786145,-1.17694117046968,-1.05706976502333,0.718966368198001,-0.811246983393526,-0.629306779379471,1.34597763184863,-0.909300806369922,-0.550368542110893,0.65032923161204,-0.035018136395933,-0.276563527321537,-0.196160495741366,0.195597863061823,-0.450531846278984,-0.548679027133134,0.506823955514103,-0.666285683659936,1.38518937026776,0.123892760136761 --4.40855835433441,-1.60431219398007,1.40921726600313,0.170216525425432,-0.35625839099353,-0.115745462051549,-0.386645048797879,-0.0411826719972601,0.394014372541605,0.872344661096964,-0.636366061951126,-0.506943631338836,-1.20893905104965,-0.507342623078377,-0.937109735933351,-1.14661974914046,0.092526743451496,-0.286894366340143,1.28147089390946,0.478592163391579,0.0046869021661463 --0.85348567368445,0.79135066602523,-1.1286847708228,-1.15130244119935,-0.580554108599276,-0.0530956550555535,-0.424369939829823,1.65671138577469,0.818283501418409,1.91620671661924,-0.225757885601826,-0.848564854683946,0.118450463386249,1.10570324708646,-1.90074296274293,1.36287110563652,-1.07745781743972,-0.197885394747542,-0.631214524363299,0.0629288657110867,-0.222590336684559 -5.62802817512313,0.0681565280589811,0.857984489515156,-0.994488975431395,2.73318021235627,1.36975338337722,0.0508570177587073,0.373001036865636,-1.17646105399497,-0.550089357255718,0.419540793005627,0.525796815348115,2.21341334141084,0.497811739570233,-0.402346291150494,-0.0791222517657663,-0.602429066492074,-1.77670888691167,0.287000819163924,1.16383270035231,0.425861502279273 -4.22846050815785,0.614395999728088,1.62555436983048,-0.946514907997624,-0.872349636334594,0.350622345252161,0.0692027564234822,-0.152008680429184,-0.359302420614758,0.774171689061609,-1.00984641450594,-1.1233926275014,0.385751255413955,1.31208320136121,1.42432330814649,0.478727880218873,0.578893119166629,0.871804523470041,-0.528820886143732,1.26157586657124,-0.987015544259356 --1.99056575079218,-1.20306775282719,0.811005835317879,-0.0985455725423073,0.274227447688934,-0.332915363650308,-0.346431549253483,1.61843489724088,1.70141546315668,-0.393424696149201,-2.00595786939544,1.40938672541737,-0.478248487733483,-0.898884829184337,1.33729427223511,0.318475092703455,0.0767808898463964,-1.6973860518728,-0.088525145753835,-0.750098152123084,0.145761886836124 --1.79544743927175,-0.340454835360631,-0.535556250096408,1.14730317977527,0.230190469943484,0.824419717385048,0.00429135744959955,-1.23657877786222,-1.18882009752057,-1.38060076599496,0.133145679338796,2.42946244617541,0.442688381481142,-0.338190453332836,0.916009914973088,0.592261364299678,-0.35501636736474,-1.42832615682437,-1.3628025719671,1.31354745666897,-1.44672700122332 -10.1891667619667,-1.17124863442311,-0.0991876669026022,-0.0798759286469665,0.754480782105369,2.48242331797491,0.840216219218211,0.766809409378284,0.0836157087166464,2.92199418600848,0.654336716497055,-0.324876490704509,0.39118802691428,-0.201532367658451,0.144408558173504,1.11991640372792,1.58173672474384,0.167014708681154,-1.2621052611132,-0.827237667862616,1.10002662480615 -3.69462807064258,-0.829414767635146,-0.696007601848802,1.10861433471615,0.0128650183276329,0.709316444441745,-0.616188018479422,-0.204678229110227,0.544389756107009,-1.4875837618848,-1.27241452367204,0.644530810905026,0.0290248261049871,0.418969223819802,1.68356413818577,2.23473997382861,0.289345173210091,-0.617551783409101,-0.526493334648373,0.359421789623603,1.85114957816081 -2.41418882609139,0.229212041805047,-0.332880998399222,0.871724791222586,0.144311671669744,0.35990484806186,2.10927536540193,1.42257473197122,0.288006852339308,-0.172372831731185,-0.723094546924092,0.617442929772888,-1.53996802634587,-1.32656475970794,-0.346941910480297,-0.0505143002890551,0.549378116139357,0.108116125727968,0.187066071156781,-1.16614178639986,0.272983887368217 --3.11715959284235,-0.814992918282738,-1.12027694303953,-0.774349003538582,-0.424289365800015,-1.04902250634949,-0.186582927542586,-0.415398866512489,-0.993339183104617,-0.043506855063278,1.28166022211283,-1.63883564950381,-0.231356321468051,-0.187042973862313,0.437442573743847,-1.15518554678469,2.60534743455122,-1.11483333030221,-0.557520948103464,0.773250802392013,1.94806542284282 -6.17623749668382,-0.993445514613447,-0.148155331008741,0.724068011023196,2.07207598189213,-0.480624268480738,2.27854036377188,1.4059151600318,-0.463981685256023,0.522513572023219,-1.26349218887109,0.986330936114662,0.702455488754943,0.572086896378331,1.89995567862048,1.02871834497104,-0.550568493513674,-1.99399895935505,0.703206641074435,0.711271460277907,-0.495804415724431 -3.18688181686891,-1.30616845900918,-0.814759927610803,-1.01854395684167,-1.19490820541357,-0.175976590863222,1.47611689080167,1.59074038484732,0.43117479864337,-0.478470260015584,0.759098493908612,-0.817322752380736,0.729426383876893,-0.0627083666786855,-0.653085226046755,0.517542129721363,0.888896356588511,-0.772460423786004,0.0074604237543738,1.17406134343693,0.641366047206374 --6.8530793731135,-1.43422177150788,-0.791902054318493,-0.232318867411095,-0.655626241265013,0.535371397342726,-0.458565414912072,-0.777992958962045,-0.0953689624789213,1.26172558062357,-0.809675044308783,0.794504528432507,-0.356262754437908,-2.41522874086044,-0.938813289016311,-0.387142680663205,-0.277814115633732,-1.62870283593328,0.735236696115272,0.0826249488977348,1.68810153528703 -3.56355896386536,-0.862847933236671,1.88748409077748,0.824070664953814,-0.370772302572433,0.373054786292111,-0.0206168360996286,-0.615524200690107,0.670255828227775,0.169568634455426,-2.31955035048682,0.567580840663727,0.273777557871994,-0.834686561077156,1.37714628223006,1.3978216451692,-0.493081376389168,-0.537870554634358,0.531862786171043,0.613391730476741,1.12769707841016 -7.47568403892005,1.70379920381415,0.411255800151261,0.786321962313565,0.111035412101227,0.500463761955662,0.744296557498166,0.110870436940868,0.19264012588794,-0.515924096335332,0.620990625083852,0.893534269969047,0.380356766906417,-1.49539002292944,-1.3963009173032,0.210447531576218,0.3760660199774,0.709208926127174,0.344506617023429,1.73900726759175,1.5240369243419 -1.20376479811977,-0.655632596473974,0.495937812147782,-0.847708781527527,-0.180181606909752,0.532706330063831,0.565305406878288,-1.05077026663135,0.531803752396078,-0.186741392989868,-0.195188082226659,0.548109390975474,-0.471109506695729,1.2005827348441,-0.735536790327913,-0.495457774107173,1.66499706385993,-1.1356586615012,-1.19476504478851,0.421797161573214,1.76428624350938 -4.00904534407141,-1.11316862562595,-0.477479482559365,1.54149249078654,-1.35927012587728,0.862072186657994,0.544799700250755,0.275443723059304,0.00626627175239931,0.484486237435923,0.216373806469425,0.95011194771055,0.710628073434635,-0.527808780920319,-2.11080228048548,0.546539658505725,0.546448933876646,-0.226266622167839,1.2870073329436,-0.132381370558677,0.578535775226438 --2.92379746604408,-1.40550544636836,-1.76142134085565,-0.712426665862,-0.516336255368163,-1.76084598577068,0.34546236843019,-0.977697307818426,0.336598113470562,1.44041216537948,-0.0129723636436773,1.23238848301165,1.96703674603761,1.04529082908245,0.863086797401287,-1.7862347197868,-0.911508141176928,-1.04678006796649,2.33823739031981,-1.41365149537084,0.399869643511021 --1.90460974075016,-0.150643686787645,-0.570148478551938,-0.220034570454609,0.257032988056137,0.904044483509225,-1.62082547039888,-0.243710708961122,-0.993778251255768,-0.336127747992087,0.0739398605703078,0.0371206317462455,-0.606702756282758,-2.03063235896636,0.596009457372605,2.36610616066037,-0.477889936026742,1.41603848993994,-1.61683894749114,0.930505607550531,1.9651722069647 -0.517767813858393,-0.394006912428776,-0.0501312153297127,-1.20945158769666,-0.27289188839876,0.503282571756925,1.2970080063888,2.12146574159962,1.39402270507543,-0.259100418165272,-1.90020507461579,-0.770742085943927,-0.870850840699865,0.732861226929455,0.462510258522882,-1.08227545507204,-0.839321427018436,-0.757456863049946,1.77314643186792,-0.511095851804112,1.25770434036715 -0.800322455978832,0.252069319747878,-0.824912683914444,-1.46538370492739,-0.153548440412682,-0.750138789076085,1.74948111314198,0.639612645182576,-1.80916481358667,-0.0912743537123643,2.5373977107103,-1.6550880536662,-1.04164724055225,0.477671396788864,0.699329469755727,-1.85403365227033,1.12313140644356,0.968107343977051,0.536711804283539,0.0834825672943079,0.128625286077353 --0.780699368183773,-0.282706437731961,-0.701363665124045,-0.100257250783718,-1.87905887668998,1.98730550709918,1.1116752722527,-0.710616955297998,0.656926148229152,-0.0735772982313217,-0.0698176627512751,1.57782030678677,-0.440793564162968,-1.08861429382491,-0.465513861902008,0.232999493460706,-0.79145566801742,1.69930942516911,-0.914749949492418,-0.69258035115348,0.900191402294669 -7.48989108461213,0.86766761253418,1.15102340368884,-0.387205671140039,-0.513160928038397,0.901426196144786,-0.367372263712839,0.281837583725933,2.36713294207093,1.43637373615467,0.265108366147432,-0.294638825449149,-0.0695192348348187,1.6265340832988,-0.821467163744484,-0.404686059834258,0.258081245205549,0.68083525767835,-0.253069786315261,0.531682909698145,0.215235079301856 --2.98180032497718,0.720091121287667,0.190279778283762,-0.970682129764628,0.418059363127417,0.524888997294915,0.742745272873695,1.51217163062968,-0.398421257195808,0.44618422050873,-0.507511741306421,-0.616161902581358,-0.680481194314416,-1.40433934172575,0.057920562157391,-2.21486589617284,-1.64095777768856,-0.463721243900635,0.588201441291116,-0.425606551964476,0.210720082789088 --3.01491235086603,1.05606960140852,-0.0304633576392736,-0.556980616787232,-0.608174592486086,-0.854773332147032,1.07745141496408,-2.38475706647787,0.707135586400267,0.329584910717858,1.44776336708866,-0.406641999379334,-1.75352588387872,-0.498907828053036,-0.282390910657638,0.703964252103948,-0.00795630868033846,0.320986382812,0.0257741208834184,-0.169462098779157,0.00915507395086899 -3.65135567696708,0.243502060378394,3.03003517966269,-1.76831780491924,1.47883779688167,1.4361600241997,-0.368638760927528,-0.554551610365572,-0.44386096660359,0.596663843756737,1.30665430564438,-0.926537913851414,-0.501536033553302,0.167664535936802,-1.4606579841804,0.748652278652119,0.373329509529731,-0.570112535446885,0.404365892205458,-0.682635316465561,0.714679970503753 --7.6775277629984,1.11436266207131,-1.31432287672002,-0.0021454430151295,-0.865269747919843,-0.317678360860118,-0.737010772666868,0.0276977025884125,-1.1785755264728,-0.732167374847263,0.0593873530624347,-1.41450434544477,-1.59332460417693,1.62215968411525,0.0687837252921193,-0.842775501606015,0.564625455444724,-0.384504135476421,0.125687799935065,0.209491539265049,-1.520990930396 --1.99824015339575,-0.0765527137248828,-0.0207576340632503,-1.21133829362301,-0.562438990836904,0.560602408471424,-0.963167432363227,0.376786020528977,-0.688388531920442,0.22168305460488,-0.617521053413827,-0.353532360112864,-0.77260048047776,-0.72554147389127,1.04091472895522,-0.0261134769484134,-1.22592056453373,-0.604821419510073,-0.210810262840129,-0.106485069438004,2.23885355096922 -5.86744135747472,0.932925053950374,-1.15664537406716,0.604086998575603,0.756078799691782,0.100229925567567,1.09053710605177,-1.1965345800345,-0.72523362494923,0.487992736959517,0.434220978977145,-0.083467052634641,0.389379044194776,0.920271779561202,1.16145216821718,-0.520519126192407,1.8585164438963,1.21459103921322,-0.778020958368946,-0.243780053497106,0.656790744871301 --2.11890611916586,-0.157981738669148,-0.326316667991381,-0.974931626397858,-0.511189660988566,0.532703225884849,-0.61681151645919,-1.65408764822135,-1.30216902270231,-1.08273384308017,-0.878472368356611,-0.767309601821574,1.40303765784353,0.0404631771611113,0.801707791729902,0.803333120720737,0.253741152378331,0.677523256039322,0.0965831007178252,0.363140832996126,0.0514385022316954 --4.31293499048949,-0.681509514802608,-0.553287714930112,-0.272051341685754,0.621939723068343,0.181445943980175,-0.0168538332351514,-0.139190165750298,-0.178003863012488,-1.06362135443772,1.62000895319429,-0.200700498962155,1.90877746782366,0.17754935765146,-1.53721737698871,0.280814806490573,-1.17262044060643,-0.624747056522469,-1.8646112108739,-0.845788224610714,0.426034388592519 --0.0161588749601064,-1.22010109142514,1.02702796176583,-0.721723779174652,-1.74066832873095,-0.0315554676195758,1.36837418754777,-0.0425165068090941,2.47003335244705,-0.409551413964879,0.668896660427516,-0.152537768511258,-0.373531676830253,-2.13601164277433,0.599838920561536,-0.189174224070845,1.33033553250794,0.567194805704831,-0.0181461086892843,0.854576813115158,-0.96321693955597 -4.80297190574844,-0.708912991624368,0.218470235065696,1.74762904714769,-1.14904903407215,0.681051127520978,-0.560902649345072,0.265393309997712,2.057286860354,1.36323105904498,-0.104613174326318,1.68075679664789,-1.80339570153693,-1.32993880050295,-1.21962581680143,0.988095027318831,2.1963736983326,0.102594955798153,-1.03707858743254,1.03158549454792,0.0456877787719632 --5.74836195187237,-0.748679597841446,-0.0247236104916377,0.651021891473533,-0.613689308006881,0.127954264771789,-0.41744440752678,0.435935873777237,0.36071047650011,-0.588798397812236,-1.23369689720624,-0.969031531666679,-1.47891898043976,1.5217538442882,-0.0322712395309357,-0.978832403363664,0.932655991701018,-1.36615554135079,-0.991803667918503,0.229727995994362,-0.902281827256761 -3.26424422354585,0.57607752614667,-0.432908033772108,1.57295799152785,-0.0134631517779711,0.719248057760741,2.03600201712045,-1.18587836295912,-0.962484921346936,0.690823730027912,2.21261460860234,0.185225523339961,1.32678223320269,0.0224897792804296,-1.20400370516599,-0.101221134028789,-2.16135033820166,0.15431535546693,0.772819474566377,0.367049904792466,0.232355339647904 -2.90890183580973,-0.0520994639309632,-1.43664463221697,-1.7151469464678,1.3789138892084,0.941695688135556,0.716940807944626,1.49515150912286,1.21894467311053,-1.25327383254978,0.641031169094778,-0.0386972465532634,0.582657904275786,0.248455167081937,-0.401595369891012,1.16138699428905,-1.01484392588867,1.24497937072847,0.860728360215046,-0.291115942239521,-1.11289740206779 --0.402764098329912,-0.630337173595477,-0.547650959050808,0.4793787953443,0.878640103312695,0.643945337609953,-0.0755667499505682,0.597761106721066,0.327955255285274,0.674374234953314,-3.07219509758359,-0.119392337499123,-1.62610205512947,2.40851225478306,-1.65201916634988,1.35654836675531,0.18419676980092,-0.145924666838349,-0.644876155808497,0.765248197813112,-0.850157890773603 --1.74506978599746,-0.898336065510746,-0.428825127412577,0.497287298265558,0.45560506818559,-1.71558945948296,0.753501932498263,0.844341750077564,-0.34557941368378,-0.358463675311762,-1.71864261426323,-0.589224913267522,0.592068477111631,0.541428736649089,-1.19889576703776,-2.68452138952817,1.15859319686544,-0.649230746764213,1.74759116038923,1.40589761480045,-0.118511919547143 -1.9250414050096,1.51268587551728,1.41500275384597,-0.465284811289056,-0.763660614690903,0.711648947950023,1.33058052033024,-0.0553475310611511,0.232514386195098,1.06437690217862,0.0485765399071808,0.588324282909529,0.608924953243691,0.508393986812022,-1.68829976243903,-1.5440116037873,-1.03144069293587,0.744277470093658,0.485814877757731,0.195823444047365,-0.42022446579933 --6.03761771102101,-0.236749292754605,-0.485190924841305,0.257866698769705,-0.441511549996352,-0.0539511564580748,-0.536129164427846,1.679458916739,-0.0957019410306178,0.311092738381062,-1.08569552411131,0.0237626310130624,-0.3346881740562,0.30116182328532,-1.54949668553681,0.672885346272386,-1.98433585966061,-0.572641839434962,0.281993895184266,-1.55658814763401,-0.402510808089093 --4.03701788301119,-1.2488034215964,0.204048250556803,-0.310309120620067,0.43484968516385,0.83030198945966,-2.25408026906088,-0.224268712597104,-0.25881595095194,1.16728158394577,-1.94727412832241,-0.724555349507697,0.303158465053103,-0.178222414875208,-0.383974978666775,-2.0414232360708,-0.0150938972306376,2.29935033225462,-0.455371439268592,0.634261970594451,0.0614427180964849 -11.8151317683538,-0.430009336385521,2.47274074138391,-0.898755226513755,0.75703880991812,0.424712865946144,0.64283034063674,-0.574111100005378,0.495595330718553,0.229963193439444,0.986898726541436,0.105777828440294,1.41362205271223,1.88867589539485,0.619240983932247,0.531270986370305,-0.599834512464675,0.240927841144082,1.0063121545928,2.44292302248893,0.440773703103051 -1.7176965443126,0.0932994364677102,-0.692755498999885,0.0454250573032024,-0.359908667917501,1.3429879646669,1.67244500864295,-1.75309679225617,0.37757443534383,-1.40937723573748,1.62759116250415,-0.242046205655217,0.0904747346300864,-0.889823754385118,0.16380608488787,-0.64571528150513,-0.123321824750434,1.36405812202048,0.977801364680524,0.315023830394708,0.531353382624963 --1.0477045213156,0.833041088710478,-0.594415284845911,-0.732958951941049,0.391838771998675,-1.06811673346616,0.685819679663676,-0.764967580223005,-0.110707915585687,-1.69953422364953,0.529526280777485,-0.0348789362789115,0.208959448195533,-1.42410983903955,1.21722754547389,-0.322090815334608,-1.45050303218947,0.946080017451873,0.766795441098679,-0.580343568724892,0.654527335853223 -4.33593054131196,-0.0849324781188742,0.39111014115377,0.618666451175223,1.27964767513401,-0.40363932585145,0.185604790564822,-0.322307162081432,1.80529372570174,1.89839546958621,0.75238167671234,0.46459386488476,-0.432553635958625,-0.28363096978552,0.038898383145224,-1.36953334045364,-0.333246770793476,0.106199626639721,-0.113321958917645,-0.226936090813668,0.106380049167575 --3.29978230125008,0.111853039012255,1.10718562691613,-0.32072346958896,-1.27160114591056,-2.04572322203033,-1.91692786512109,0.293663947796376,-2.15485859502268,1.18832343337938,0.246172408915861,0.897357594559683,1.15159116259151,-1.53468144250979,-1.14499982072406,-0.132150214735451,0.479019700803004,0.443076718563889,0.51806427471587,1.19326966615423,-1.0927146856151 --8.80378757484339,-1.03943594284897,-1.24435348731936,0.134102894277578,1.16724391892638,-0.308519867268581,-0.0546900471194925,-0.801350643976759,0.16952985282621,-1.53044546929485,-1.0185113730838,-1.30397247309071,-1.67670237396597,-0.649323399646643,1.34799886808682,-0.169661557974541,-0.749439854007262,-1.21111788644965,0.201434678768952,0.155112751574542,0.171909105322125 -0.468264445184635,0.796422813520926,1.43310980523295,0.114263549673451,0.337391917772565,0.457595814609954,-1.22708720837617,0.104172529833382,-0.0238063793761135,0.974609988260566,-0.0403400531673918,0.0664240293296327,-1.94507145897556,-1.14538964914288,-0.623453705606316,-1.00878218355215,0.589186203468924,0.852669936526853,0.773454493945436,-0.00885543950080907,0.507341685509688 --3.39349319411827,0.0999033761579581,1.1991561173339,0.280857183736262,0.858833696662593,0.184488413948186,1.95113762283018,-1.46573068449625,-1.48666360395407,-1.66282958040624,-2.36029615834313,1.20635353821045,-0.112309992809565,-1.42804066045863,-0.436459015894145,-0.168189608831862,2.72462927551157,-1.48383291071369,0.324524999717087,-1.78390059666721,-0.167213026419892 -4.22756963945636,0.736959753190812,1.72302320973154,-0.835606651264701,0.457071258452806,0.471938609837643,0.863752406413113,0.949661270308582,-0.484449464263303,-0.968811677790328,0.442852732928434,0.506422686666541,-0.760854825720777,0.451627861618891,0.987293370743765,1.31019977837073,-0.604735169207837,0.933036920642612,-1.34176354154367,0.997656966142346,-0.142772450914822 -6.41015957910954,1.54688133441627,0.430617496629258,-1.08151076745215,-0.795765821281776,1.41254137616433,0.65187582466627,1.20652910494782,3.8098953069284,0.124496933326337,-0.10991340153244,0.470368358017089,0.357026249881578,-0.534870129346018,-0.305240422539939,-0.359320791635125,0.0595702576965132,-0.162860864987224,0.39820272603307,-0.0142349877242487,-0.326549184579473 --5.86797854157352,0.178920971863378,-0.203123591263515,-0.597196946616317,-0.117894859373286,-1.16308311977035,-1.55326171852821,-0.977608523391472,-0.560905520564602,2.29776886213225,0.727003782034639,-1.45367319524943,-0.573030564622026,-1.22718947116757,-0.11725922423297,-1.42148347020561,-1.80589397426418,0.818477886188596,1.19003333469446,0.131213444457016,0.218491109866082 --5.95300442549202,-0.282546591643236,0.924015065304342,-1.3321132164323,-1.27545307307394,0.353404882168788,-1.55497838351369,0.0327129803611658,-0.735876182433318,1.11325169791427,-1.92878588785076,0.191589590117769,-1.22105241286721,1.03295761055511,0.294045943097358,0.643846304491116,0.327122736172268,0.87045833515175,-0.944997584224269,-0.810453781943457,-1.5009691732713 --0.966414445448538,-0.76729877857509,-1.36990445681221,-0.672329006266189,2.69322329265014,-0.11853927041968,0.444750932993041,-0.389881957389233,1.76872200911893,2.51210946547797,-0.591955837973316,-0.389500921454168,0.524895719314883,-0.13657004303365,0.989859382756917,-1.44396068088116,-1.37103562003551,-0.948018664776486,-2.15554582859503,0.718875190333441,0.496862816134485 -1.41825679256374,-0.576404240243122,-1.50960375632579,-0.217562732146781,0.540347390746583,0.278074314596664,-1.25728401814243,-0.19593690931733,0.253065859996679,1.99806047503704,0.309063116341316,0.203886515778022,0.737842415981761,-0.912332114481396,1.62017860416261,-0.378315042765966,0.546409304265205,0.564971277596818,-0.573361176037145,0.120139524470514,-0.400233795445507 --3.84985724968661,-0.914855840000763,0.0851364721589147,0.194744098143185,-0.433385989452587,0.188734151050533,-0.0764631797370907,-0.494136830812832,-1.87432170373484,-0.776235445913562,1.75669185664745,-0.272358064877497,1.3860635439968,-0.000125447260885409,-2.28687445512059,1.29173272079715,-0.737793219013786,1.49545878315923,0.114923989251213,-0.689416865774337,-0.483087330853058 -6.19018066251367,0.369910961287378,1.15709428755874,-0.630797684028244,-1.81965541971195,-0.652442681546376,0.470366016954414,0.487868424775844,0.00538718737451563,-0.140986007190706,0.294695729129728,-0.954704002396187,0.433982985508705,-0.561789782320829,2.17032263171812,1.0009688679833,1.13802089010045,1.31720626403602,-0.894967226106396,2.9464004221276,-0.795367009183047 --4.65493119815312,-1.46768436330169,-0.0907081569162621,0.539089646119257,-1.87829985561911,-1.28368865650479,0.978726974904853,0.589802739882878,1.66593573437964,-1.5884827263178,-0.550834000258288,-1.65354164339259,0.263431961964734,-1.44209330874401,-2.54756050656903,2.62685388882266,-0.483616465944515,-0.605724919747185,-0.684278911170772,0.702109663051143,1.02345212333855 --2.08659029926257,-1.74536197840808,-1.00576103392279,0.146331132412641,-0.876626609368987,1.65033875151639,-0.249641198404417,0.393896401934824,0.460179803590029,0.34105890954034,2.12493792051612,-1.08557150412571,-1.17056149943476,-1.15388692275693,-0.500408410450831,-0.603582434764779,-0.235028768350344,-0.895860772723892,0.415998133438293,1.26636580876979,1.32204170664913 --1.40306483613437,-0.66738180392146,-0.741572098442972,1.6168498319956,0.678996133569944,-0.592806400928357,0.00165960203315275,-0.0482426739853672,1.93081208784776,-0.746654557816632,-0.777704242743908,0.0713446396758904,0.79283342649599,0.38238290672225,-0.267408709271881,-0.121560066055087,-0.854428084373928,-0.775176580954191,2.20536180844017,-1.17693941941377,-2.20214283193763 -2.78493574494089,1.08427900648207,1.16578157582885,-0.356178433043385,1.07088592168977,0.033759186093453,0.846018821763258,2.3255017115466,-0.32626070319693,-1.62270852762872,-2.08055675408356,-0.255578724202062,1.25415815838386,-0.694677044467624,-1.57235278927016,-0.367672447089343,0.4601363428017,-0.058177488158782,0.207215011544672,0.0214164213927694,1.23625561478616 -5.07866175761911,0.122831641432163,0.303814854700635,-0.562796068053497,0.392639217120396,1.47877850096287,0.214505721952089,0.468697898818191,0.612441079207441,0.283178308888663,-1.53092796930252,-1.69515381290724,-0.718093664047693,0.452142654960562,0.0220730005511116,2.06196193439176,-0.739626608644364,0.877204328348351,1.19497701054932,2.39176128145363,0.408270969329003 --5.27035129637467,-0.494249394753101,1.26044377724967,-1.05029523364545,-0.331557019437397,1.68394175663993,0.291116774541966,-1.63461305232739,0.0796139426048576,-0.596568777732356,-1.16070339267267,1.09085766136085,-0.486467947944318,1.10246592019196,-1.44108648787774,0.565604974279073,-0.538300213629902,0.153118903106535,-1.06952737179907,-0.595887404682874,-1.15735301949716 --4.15882491888339,0.669588183914499,-0.914063059293748,1.89203823138118,0.630272069805762,-0.379705799678661,-0.999613899673008,-0.814228420095361,1.65827745441247,-2.08035741640922,0.430269379055067,1.16892873547332,-0.772018718776553,-1.24418536684313,-1.1276404353909,2.01242478704789,0.121407508439188,-0.560582638661242,-1.49772234886529,-1.23354785777475,0.519337461947245 -2.53425488371009,-0.351478853334928,-0.95217161575071,0.186322546093419,2.24231705942587,0.137717271563227,0.594602730599483,-0.138639358614643,-0.860108499558731,-0.54737690406312,0.682298362118968,0.733297674598525,0.167656543857799,0.245602287796209,-0.031094808056181,1.31469991419321,0.0306150365630338,-0.43435616032788,-0.417602950844938,-1.34055444430816,1.90118050785748 --0.453324262643371,-0.11498040088108,-0.328779339888762,-0.593491864487803,1.05750548197554,-0.342577456174274,1.02700155154583,-2.16947430870939,-0.111715273204816,-1.21846934202416,-1.19150655188525,-0.0882320363351853,-0.0118039079409686,-0.449622813948683,0.667327190018163,-0.100787646571707,0.263082085995414,1.83514821010841,-0.275549416362336,-0.621721802921304,2.35242419818118 --4.30902944102343,0.0729869418013214,1.84494827537588,-0.119694253403073,-0.284611739091643,-1.08597876622992,0.251987483895432,-0.343668394134903,-1.01106985694389,-1.41675001151055,-0.0261815305321911,0.103799788770336,1.20934035688001,0.998541568357923,0.119037877899572,-1.43249342870992,-1.05700115646609,-1.64431852993167,-0.782199385216983,0.319550251583714,-0.512816421409085 --7.13068166141583,1.08877461255298,-0.0603689485606194,0.992308802091255,-0.671327884029128,0.638140029031084,0.816723977143008,-1.22018438058596,0.484726081761302,-2.40277394584849,-2.33029396052671,-1.88941632560364,1.04528462363898,-0.789822946770941,-0.87637352766908,-0.484923248944516,1.4375414602075,-1.01040852275554,-1.07011357061477,0.59098034857908,-1.06087560801705 --2.64889818205252,1.29256873846574,-0.538879186434466,-0.621523617165687,0.501815646528899,0.461683484401771,-0.832203938187914,1.00881889875281,-0.553900806590002,-0.0726046063686336,2.30809722691111,-0.954694154246164,-0.847921851335225,1.06593627268322,-0.750044402304474,-1.35916207070537,-0.299817963299676,-0.864052477446653,-1.01550172575626,0.702763631285156,-1.44318300197514 --1.61052375028381,1.28251129409906,-0.94191971099043,-0.28015844205464,-0.840223076476683,-0.812498390967117,1.50274767496861,0.565116017483645,-0.512855477100035,-0.274779533105058,0.109525263263718,-0.33707096597215,-1.2523111355906,-0.875031378050857,0.655644424784401,-0.847603721992009,0.467049078612055,-0.00986525431883399,0.764439386655447,0.272591764548131,0.72363321869983 -5.73760168461532,0.979056118294658,1.07786806794223,1.12854666373468,0.808386847112427,0.929706439309074,0.410676108777795,0.208974839040531,0.912774376724705,0.140621711555562,-0.76757083051615,-0.148066664669204,1.02835454007225,1.45925342061677,1.01188777087152,0.225507686073861,0.421835994572141,-1.11741357330308,-0.557154715961878,-1.16944080958161,-0.168632253432377 --1.81119238737117,0.329469783429092,-0.624565985452424,0.693464241970194,-0.575900383902324,-0.193608974193831,-0.507083175305138,-0.840414660079993,-0.95883066984349,-0.166191185826164,-2.42236416674178,0.343925170066157,-0.148413423856827,-0.294567793830971,1.73112707002177,0.780356932259721,1.92191902799659,0.483029012672955,-0.912168480183276,-0.174091632737776,-0.464876964157725 --1.99977815144643,1.8796357177335,-0.250794217248866,0.699725620069362,0.883827083454682,-0.51646444573894,0.443519908759914,-0.979061712569604,-0.158053960139749,-2.22493800226911,-3.00088302728234,0.0934495478476063,-0.674917239274462,0.726582563849719,-0.793501432580923,0.0393133647602608,0.749906995807809,2.02257207787532,-0.267969161477381,1.22119339776473,-0.545210652902131 --1.57101274107931,2.04289903105136,-0.516473846771096,-2.63042341214385,0.202210070303441,-1.69157085186013,-0.522303308702575,0.0653947455474096,1.02867306759002,0.59069069337093,0.866944608653857,0.164243734217514,-1.84874053312896,0.737289422833086,-0.537602827276302,-1.02679516567691,-0.748104757582259,2.42497606581208,-0.653158983271789,-0.545323122179961,0.327067838173863 -0.924807058528531,1.32857637262015,-0.363548657663322,-0.239924844222009,3.32911426372276,0.232118593152987,-0.196320325860073,1.88636058958179,-2.46335665347668,-0.369487519129865,-0.714533392527586,-0.506266048953074,-1.0521677356143,-0.406488688775174,-0.5885852915505,0.107252458871572,0.55791075922515,0.396024507426122,-0.0242682468737462,-0.591857381787946,0.668470650407579 -2.16973842311357,-0.219668643736572,0.029299666548113,-0.162699238186137,-0.154913130961398,0.325473994237381,0.601674703695004,1.66937960343336,0.365048595138722,-0.817960887776855,1.08108295797375,0.337384553978762,0.0682723820970059,0.204766761708043,0.502070868575122,-0.558557059228308,-1.11272728354103,0.272912808999043,-1.09117504814585,1.20111232539762,0.135950639374308 --4.73760339141086,-1.0400474315513,0.89889869673921,0.0655210306119805,-0.996431513285583,-1.61446195749155,0.950776690438537,0.25832817474397,1.14589633081107,-0.897035307472053,-1.54356358173692,0.320710526221208,-0.477812648781248,-0.549054225262186,0.238657499162916,-0.106387432755191,1.15041082820417,-0.927468392228156,0.333630044930808,-0.485394644507121,0.176777103050622 --6.34427875805437,0.19294978270913,-1.0325940173496,-0.353955714010688,-0.440223898264026,-1.88349365931617,-0.459791299487893,1.25439255774323,-0.561063181580001,0.731071730647096,-0.00307128277938577,-1.3855582867411,0.890770279561035,0.31432794970353,-0.406829839891744,0.945612823778609,-1.49599179980017,-1.1072032792769,-0.094596506912065,-0.0923478858323898,-0.417033396976664 -7.04634401454009,-0.555236251879244,1.02901847643929,-1.59491446569689,0.731163056493118,2.48022009266086,1.28015917717944,1.17658330429671,-0.307390747195181,0.433337955822615,0.416024585760903,-0.675785359676507,1.15701556571516,0.67326178584138,0.884107641596737,1.20195014226707,0.38985063782703,-0.293390048523437,0.0546875066781747,-0.57747166369661,0.0586696784326351 --7.6707979513125,0.274990889851362,-0.465841348193982,-0.85011635071181,-0.768712141217981,0.525906578462033,-1.22230821092763,-0.090425779344215,-1.04609893018049,-0.248955926375023,-0.0592907041655977,-2.03437482053642,-0.143843895937278,-0.952577591107547,0.425924920746943,-1.35538800090758,-0.852763354827095,0.117584913422739,2.47763916483642,-1.07601472680856,-1.04398380513287 -2.35452161159499,-0.55051340508595,0.616747207410712,-1.85096719772149,1.0198079385346,-1.44004918037596,0.511436841534933,0.251134471548219,-0.292820451773118,-1.06608318271085,-1.41762680794216,2.17226645208066,0.0219942929788698,1.08783496205844,0.339324699454536,0.704946706481218,0.760695840013025,-0.818676933410895,0.388134738679195,1.30622540286413,0.0371361663610636 --2.3896056595946,0.921259893093488,2.30812167906499,0.639819971199909,0.136944919280622,-1.65995194427407,-0.880970010871339,2.14983389029635,-0.595796852622543,-1.31847567644372,0.165427226215177,-1.74185072539014,-1.98781953470838,0.594675211915226,-0.881408314496771,1.11330984100466,1.10592780885249,0.296517020786258,-0.879768857751409,-1.0336619451665,-0.560761046513449 -2.46695683993877,2.18945599237245,-0.252856193936726,-0.0798411170415103,-0.155206263208694,0.316187337644925,0.360478249837053,0.134319521060373,0.579954681381613,0.482494575564023,-0.114515784372104,0.374102539971221,0.507830897909625,-0.247086065682065,-0.294459318891782,-0.935076671120889,-1.32870618319454,0.555352905155025,0.647230567768248,0.5454441232968,-1.37330286274722 -8.23042296977993,0.963994790082482,0.746360948485031,1.2086099001662,1.0500067565459,0.949951450076253,-0.982368547436976,-1.04905194777284,1.4941489383632,-1.06034342888894,-0.26027592124578,0.845077733816183,0.998022430181812,-0.3781910773427,0.785303680673259,0.326501881672777,1.42191314945,-0.37309591822905,1.15144908268732,0.551398166319692,0.325058110391517 -7.28025676495137,0.741818476272659,1.58409482579379,-0.112477893494397,-0.447989715900627,3.16852848206178,0.707990912800088,0.316267202036346,-0.224417247549017,0.657013063469402,0.931792368750795,1.07935015489031,0.136387485744115,-0.206615607489796,-1.0393548301493,0.903132969827174,0.4684934770955,0.460570612411876,0.167302320853282,-0.26992603177116,-1.22554597110613 -0.418135651807008,0.037356564959467,0.281608405909785,0.889604889534313,0.0600243230224638,-0.0310155981180712,-0.930734332498689,0.212140397193773,1.22045480134592,0.578972755612768,0.0504889125693477,-0.595185152412273,1.0333762233187,0.424464465826999,-0.275741590140174,0.666465982454322,0.171775379797492,-1.70014572247131,-1.16576447296051,-0.190817083702529,0.0827343855998428 -7.00915167288242,2.18083368623473,-1.72496727713293,0.180859351528415,0.718792056725808,-1.09212852694915,0.0848990090702957,0.219131929466115,0.822025268534171,-0.288196132861884,0.941925698431321,0.45700755528505,0.73575733809919,-0.282390852297079,1.59266001689619,0.607385811123651,0.278840710420654,1.11897742915516,-0.414624509268573,1.42469389764743,-1.08108682736032 -1.08638605037053,-0.0795852035074668,0.421013828885434,1.93062848597251,0.195171860257759,-0.982846275671664,-0.617632433739178,1.47494731066324,-1.41522644125024,-1.31623606463987,0.597556652671934,-1.08522302581067,0.519696529803112,0.303540494385345,0.348598601112386,-0.121419459695948,-0.773469305024843,0.527794841277793,1.07186413888221,1.33059291023753,-1.34582655156334 --6.50029691042333,1.37629502882361,-1.28487213155502,-0.176594548160872,0.61625527683777,1.71933200340892,-3.07359774835289,-0.132024986308735,-0.796565070916611,-0.422604378039867,-1.60467521776456,0.223725772661856,0.618430534672101,-0.501758946098059,1.12436079316733,-1.11465803529615,-0.594229481232334,-2.49725886856099,0.446752498852936,0.0617895760787167,-0.90915608460314 --6.75000430896164,1.57531667679071,0.404772068554416,-1.10450420232254,-1.69412369702603,-1.84664493723776,-0.582887219012515,-0.421691675807753,-0.13582741664615,-0.756755021454127,0.823330137539742,0.252965783541323,-1.04539073816516,-2.46468492882817,0.769438102720862,-0.0246436394287734,-0.770607502726723,-0.268302940854721,1.5385711729482,-0.551450151684683,-0.72533361008778 -0.333822093019887,0.160376978407948,-0.536726653856332,0.283872204483623,-0.799568536396545,1.19621596439979,1.18962712988517,0.447683601884525,1.11287745171195,0.00767413875608924,-1.140096882547,-0.831557788328318,1.32947757929347,-2.15141839521823,-0.814865627107079,0.206603028176829,0.67317136612566,-0.727546090502889,0.720397174949174,-0.972826085743373,0.568129760490386 --5.78407425211081,-3.25322007290293,-0.448694457466657,-0.18795071613543,-0.605176756191709,-0.468470808018671,-1.0820726943918,1.463830884953,0.997823632307529,-0.413612619848268,-0.59298787434129,-0.0358759669353645,-0.305705136787912,1.01078337541687,-0.885837275332835,1.65228502345084,-0.292921291808748,0.486789208569225,-0.868302976081723,0.0323424628123518,-0.179063690736388 -2.49152639759563,-0.329930487313703,-1.5059978408107,-0.202243354000484,-1.02540349072302,-0.256332815598937,1.63152416292146,-0.177596757335143,0.333157531950804,-0.00590526173049082,0.965540114333744,-0.309192688738478,1.1555526267252,0.550386006396081,1.96215536995151,-0.260039165469432,-1.13872894836997,-1.45084033357393,-0.219540104388499,0.652208323565956,0.221748284956875 --5.09768513885739,0.457089825662592,-0.975714359051779,-0.895433096644675,-0.333080716013282,-0.116745401034381,-0.648185127569002,1.40055280310068,-1.29314679807099,-0.949699838327817,-0.386310678647151,0.329085422857177,-2.1591866042237,0.515818847198545,-0.719717499367829,-1.36076371128906,0.278000413325243,-0.878640564285252,1.06152253460685,0.0628911679752504,0.983898884746417 --5.3730315246882,-1.30410375743438,0.0994823333100457,1.54730668988112,0.224260858489489,-0.925856468201999,-0.690895448577369,-1.66616728170933,-1.27682236445941,1.10693075881532,0.377377878655607,0.744756225516459,1.18439473451022,0.215207991665992,-3.38425938536326,0.971800602865062,-1.1487806427298,0.14149358077811,-1.32240331707504,-0.125783057718404,-0.318308472696455 --1.15643599930601,-1.29117343884522,-0.960225898749543,1.36385588890388,-2.13440463843658,0.139154986355107,0.70825078827007,0.445154080673737,-0.0239601611318494,1.32284452753896,-0.0545042764088535,-1.63830155145389,-0.358711338938001,1.41255526886843,-0.186813373008139,-0.997439580695746,0.758193728137998,-0.662981259472452,-0.930478709604832,-0.613384034243134,1.87257017135858 -2.90502258877844,0.906379731668726,2.11230136757708,-1.30588311465313,-0.757572140573121,-0.389675970550671,0.287459231727938,0.630417801647126,-0.51889488673489,0.0714219076729535,-0.601316227506186,0.22082426338888,-0.303714618932136,1.76142598708648,-0.306240071513658,-2.11476670222862,-1.2643262684362,-0.181841994267207,0.285038120609165,1.42743875619937,1.2439422076998 -0.50955417306908,-2.79596149521123,-1.18093214165421,-1.04461758922299,0.299655828922893,0.597271579965918,-0.810676526821943,0.715399848428015,1.38381254041305,0.636758202499323,0.309548607298893,-0.731625007688817,0.750839368855658,0.00193829923406476,0.483582571415237,-1.77778916005325,1.20575669845838,0.766518234045002,-0.427172994024451,-0.976795356464454,0.811777754475164 -5.69402520229354,0.233560571320303,2.30623389336879,1.63893103515111,0.567475121096473,0.356701574404003,-1.06060273550916,-0.422218902453995,1.11938144959217,2.39900582482854,-0.0713304622788365,-1.4518572658589,1.29681764083887,1.68884303876383,-1.62254830483631,-0.726493518330788,1.15868723108341,-1.83892301908779,0.164000212029452,0.365342415070193,0.0679366102370994 -4.07852854882983,-0.269035938649161,0.453673865410375,1.752357595724,0.590514465857449,-0.578796123425342,-0.514925809282412,-0.0829686626158345,0.238855090299195,-0.0589143839049301,1.23543772676608,-0.358554076923836,0.321467414353974,-1.41211267976296,1.53001620552686,1.73757745898668,-0.101298455754655,-1.94012757860685,0.55852269518366,-0.425346333512347,0.914949309801001 --1.80720369534486,-0.658545055017142,0.281929685850401,0.430981528263246,0.192213602753212,-0.811345528173063,-0.171463463634266,0.370729958160812,-1.30233971701983,1.13837004263804,-0.154543005691573,-0.317559157587492,0.689930403682805,0.216799319906008,-1.3407506601076,-0.777562207111187,-0.650317119876332,0.527448310832243,-0.378871396320867,-0.294187374365816,0.862510336896528 --0.803633511804786,0.0633457930705781,0.72519881497139,0.44273571787879,1.6966199748097,0.698368023323528,0.903162623596561,-0.683229626982934,0.0477817319012077,0.941744530652209,-1.76809099617887,-0.0860704075937741,-1.6359674433184,-1.67669172463994,0.475877569198036,-1.1622384260158,0.826236519700913,0.147851501505939,-0.636044010605605,0.757436089247131,-1.19958036305456 -0.620628378455607,0.0544768390649905,1.12351435930141,-1.68054118173807,0.713366078728356,0.128747751742785,-1.55664443392597,0.366056384819361,-0.690049939774815,0.193554845202873,0.136364775740748,0.174787155814318,1.33510535248497,1.28816192734263,1.53308931159491,-1.07199619002896,0.993430631796932,0.0592204904489368,0.809234376100426,0.399313885322121,-2.25944926033342 --0.39535866243073,0.247009323436638,0.340408390480893,-0.348744411424823,-0.451303528828605,0.944805242637913,-0.0662536221429179,1.58549025350326,-1.931269521871,-0.899281597611076,-0.937374970355524,0.0115693463440086,1.94623988120938,1.27586503309467,-0.309016244917554,-0.928626462347582,0.0184943885511273,0.75515689330976,0.675167693766949,-0.00447584881416239,-1.34446774607521 --6.2283485010189,0.124035547905759,-1.9895460253011,0.666170165160579,-0.43988068101294,-0.36934953629287,-0.194670902443846,0.267620363949605,-0.407140492607213,-0.760880345019709,-1.42741302395586,-0.678776683223919,-1.09068784745137,0.130243950693462,0.96709300276429,-0.480480609000107,-1.4811589432597,1.20988093589893,0.117752569397946,-0.4601593630735,-0.209195409667268 -0.103336472243355,-0.535256699607607,1.68232685268889,-1.39897705440886,1.18780410162302,-1.16479938830522,-1.71000969697626,0.902423239305763,0.124494884295249,0.334474667889621,1.01554178051282,-1.58402307171388,-0.0399537406208808,0.275557640785552,0.93679152832326,0.30890763268029,2.34550889774447,-1.0728955858107,0.187764953413104,0.220492375623422,-0.295297504689735 --2.41026667081551,0.258482591385961,-0.706058243100717,-1.54645080860084,-0.902812820898497,0.0275321423681891,-1.03862253415812,0.169943555817625,0.47672895662449,-0.856106620126235,2.29723579129736,-0.365786352524295,0.70648139862109,-0.501967296322828,-1.19542246631367,-0.304803171551219,0.912121635317884,0.580672793878263,-0.0368235390742128,-0.72463329979983,-0.486102500173209 -6.75477249768387,1.38770886795755,-0.557680585864024,1.31417680163717,0.500905469803675,-1.01262112700729,0.675299667571838,0.0476570349983536,-0.188255122227407,0.279600234807374,1.28144490660868,-1.3398401232165,0.794705455329708,0.295783704673088,0.962702276634891,-0.622644634752038,1.4699343546994,1.24448616155327,0.80684032841899,-1.27058767320353,-0.180515359163753 -5.09766446401991,0.667170446299684,1.06770943261537,-0.0268658633168671,1.06226769512637,0.0246482307674852,-0.876518595095447,1.18431385946842,-0.222825906498563,0.586137830320096,0.698986915021674,1.03345168351009,1.94868450614963,-0.0875369674443128,-0.351284988519827,0.315557042741078,0.29186095708995,-0.664296191110979,-1.29420312170728,0.279458854842692,-0.221404312901562 -11.9900354116729,1.49704945208069,-1.27519964038798,0.984398958693345,2.4618908733037,0.0246514150825317,1.98182789727786,0.721562378986982,0.789060150867911,-0.614455511643143,-0.20777987419681,1.58891203052655,2.82124500751967,1.2405359054495,0.29727620911098,0.502076316154053,-1.29634165547369,-0.807565687995217,1.49885864060591,-1.42819317297328,0.471036234753628 -6.78584284196127,-0.274880403443707,1.36784380683441,1.46438013007166,1.56031548488892,0.24298517032231,-2.08111289168366,0.478233582347178,0.970956668617946,2.04535282340669,0.565035493650346,0.469076125784881,0.315721532102865,1.66145836892489,-1.34943051213781,-0.213388513592103,-0.612700984737165,-0.338096836270115,-0.21781738805503,0.170050216348173,-1.03535427676721 --13.0135212202806,0.583075843370735,0.404279618030178,-0.0217437545448771,-1.71759982768853,-1.64977676293253,0.0305827367922603,-0.210440457960045,-2.65816478130699,-1.49931984765879,-1.55695860017581,0.752750704895446,-1.39923535462597,-0.507910696242233,-0.932889842655076,0.0269571781468458,-0.718651629117245,0.25089154147615,-0.398908436374714,-0.683286710446395,-0.388589841775246 --1.73829504705019,0.503358526281824,-0.699156525679724,0.263664196134445,0.328201329323208,-0.383026654937201,0.249667667730016,0.0542298470097591,-0.923553406793492,-0.276685667016764,1.55633783821542,-0.134196541658073,2.11882332997133,-1.33936429774764,0.170948737961851,-0.842411310382726,-0.798966135620492,-0.0909574746571107,0.500881729449369,-1.16255725943784,-1.4509890444779 --6.67348521819016,-0.74324768197525,0.518970145500572,-2.24724835995123,-0.899522168351427,-1.3179951440094,-0.185235945148644,0.0497073511302341,-0.191772802002825,-2.04055418105828,-0.459838074699718,0.468108014474545,1.71527377308654,0.147673833876791,-1.20650708267208,0.795382377270275,-0.882633226857957,0.448464083595203,0.219444258996551,-0.319728480509352,-0.617733084580194 -0.0705005542194418,-0.816877585453861,0.0421497227482023,-0.472407415385339,-1.46277490656234,1.2195770819464,1.34862974641399,-1.68641865551975,-2.00442737750805,-0.887941957434453,-1.46496619751755,0.121786686719524,1.2317831998282,1.06242356230412,0.0884673658556354,1.20498534115015,1.40739925545325,0.979081337509863,1.5998893581707,-0.578849982329767,-0.939518419509665 -1.3337745650351,1.87028368106197,1.19370737610123,0.805588620306202,0.272788569819648,0.930693557033059,0.943887238595703,0.635383408987934,-1.40171343798662,-0.835041897233647,-0.560894210537868,0.956003494955678,0.410565825943525,-0.91037277676541,-0.634595396646566,-1.51891744844578,0.0757769366276584,0.465138876306595,0.11774914728539,0.684546194349672,-0.427902042455151 --10.7769571454026,-0.827253044046263,-0.175620148669648,0.0293833367198655,0.290102430266048,-0.608528817617834,-2.26711523487415,-0.208507964043652,2.1566731886569,-1.24078831151538,-1.85445685400339,-1.58266934224924,-0.585100707235825,-0.411086611732239,-0.586457353860203,-0.124592577497585,-0.236407218738653,-1.2346035602265,0.45123901717002,-1.00522930288688,-0.772138936475529 --4.6100845306049,0.950712693584276,-1.43693564185482,0.187317894029974,-0.973442184427595,-0.581943011758486,-0.781948084091525,-2.03371722386211,1.48519492047569,-0.327554959067336,0.833471379095803,0.469297999381073,-2.01856303082131,0.510078514046802,1.10635642867043,-0.350366472610122,0.521306754562641,0.570260369219514,-1.31132394448426,-1.47684700387213,-0.853650215983694 -2.15221241891594,-0.266172351060701,0.641498027203407,-2.17431612364634,0.917881058938603,-0.882436345707314,1.14228671366839,-1.73867203854227,0.284396631360239,-1.10684710304115,-0.47956891213918,-1.20838761072361,0.822970595917141,-0.344774850419547,0.622156927096646,-0.313448005293414,2.71250180006271,-0.402649368812829,-0.389913692187171,2.49487262430335,0.716929259105773 --8.2959990626116,-1.0990821816966,-1.20439691965915,-1.03976567470232,-0.84623516299867,0.0283187880315194,1.94194126519682,-0.284514824191087,1.02482826749092,-1.188064276712,-1.91755303497031,2.18400306343068,-1.91865256437149,-0.206181165307487,0.0828704157079666,-2.44477232519086,0.000469163292472751,-1.12086746324003,-0.408679723122818,-0.0458961090904631,0.0554549839862361 -3.88938444355617,-1.53421754307361,1.47686456721343,1.50173225170437,0.528999817999777,-1.42229558482607,-0.166335604244942,-0.888142912313637,0.692137341256107,0.565445295865133,1.75550343156068,1.18845322791947,1.11720956181364,-0.335632134821231,0.0212324867021386,-1.67721498394048,0.0880368176872828,0.643365386237844,1.80072433990916,0.626857446873108,0.049858303996468 --8.03035131270752,-1.20630985963392,-1.13310889288765,1.03789611284775,-0.297589518638874,-2.28983180304408,0.181278890874089,-0.696350533708278,-1.06548911534969,-0.0114515486331846,0.304590033905962,-1.03533874386858,-0.765906250129705,0.0702296011329596,0.85525565246579,0.0742671869682815,-0.659572604997227,-0.0206884260657086,-0.540284834907125,0.511507678554112,-0.310343125563617 --1.88059952843805,-1.95002527285931,-1.44422225478157,0.371477683573057,-0.789534404393342,0.515801990446508,-1.62514294392004,0.26162184639836,-0.0373598973891995,-0.276434999136626,0.255329395400651,1.41058065422833,0.576856479733439,-0.423358178731225,-0.756127442527081,-0.443220458929279,-0.441414511197878,-0.0336456642629532,2.91349018701586,0.329388895156147,-1.29637641426475 --5.70929666779136,-0.884040029631817,-2.23912850980509,0.252758632772602,0.695449617988611,-0.0730877438409549,-0.305810697117396,0.175127618247804,-1.09716429397165,-0.686945269391662,0.535702099173633,0.951731514076999,1.16216093743964,0.663474665131835,-0.885758508912991,0.211004953893609,-0.623780171488011,-1.0387425471006,0.66213330969999,-0.552022066580677,-1.62138273865106 -0.11133954156625,0.973405985201601,-0.102207237593634,-0.344842644491794,-0.434941882157821,0.187911788098341,0.829738126902475,0.0371197649973438,0.499306581132207,1.33124727028442,-0.000768282990575221,-0.376290188768675,-1.15491051443984,-0.223705128034718,0.0896117932251802,-1.9305254964267,0.610752711450304,-0.730074276843011,0.721757135913471,0.0444786364606572,-0.964819676274195 -0.646993853356404,-0.580971315835475,1.57528643168137,-0.793197397732805,-0.645821853200866,-1.44932243214525,-0.847092133288741,0.741394242768466,0.678261323033606,0.126786182475597,0.585631177930512,1.04802772738425,0.910428269808848,0.612105417668572,-1.7936500791379,-1.58420001437296,-0.291385135820866,0.0529112189305777,0.118496215401262,-0.0758392534654314,0.279460685779601 -4.93101437599312,1.73676738151204,2.07494474333987,-0.581974730260469,-0.458844183328586,1.69832151235746,0.650830212632532,0.210391805451222,-1.13861644447197,-0.355134215223474,0.159147912435378,-0.758665802342592,-0.947457221864168,0.392211829011386,0.363581845962339,0.0833983334539698,1.24941616494319,-0.661338825473917,0.150824583880589,0.676251461755865,1.68489359788659 -5.32536450261012,-0.172675318153217,2.64840655856471,-0.0884856213614049,-0.755703362700857,-0.625207160429264,1.96198863866898,-0.386389050283265,0.0975250260173304,0.209183558074322,0.135617329931143,-0.617704800786801,-0.237946018865545,-0.409513478214276,0.806444038729829,-0.0893910593900502,-0.132216241665951,0.833993749950953,-1.01437445759093,0.818829719816486,1.09787103971677 -5.70144898688683,-0.937992531749062,1.35309135515391,0.965729940277419,0.12642871204661,1.21290251168187,-2.01245901505127,-2.24199288702047,1.97338768740223,-0.475865572052318,0.074164903359558,0.447432713772948,0.46754969223426,0.756373639880806,0.382226568180297,0.548887053007037,0.399129021830385,0.497350281494309,0.0561808656942002,1.83079350393012,0.77691834903224 --0.212402568514254,-0.28459365979305,0.0770612111833076,-1.8998883478993,0.33316303371247,0.429970969712029,-0.864450097201295,-0.763407869333237,0.46098665167937,0.292824531737578,-0.176926720490916,-0.970562292041951,1.46358314250912,0.0765120624675473,-0.975889378491127,-0.370931613309158,1.56894483089574,-0.695866970652784,1.82308955159342,0.977614028111127,-0.343886050802516 -2.07519190486228,-0.589018101666963,-0.296863405879863,-0.0687562980416432,0.36540108848009,-0.491348116864981,2.95705241772925,-0.149694683611986,-0.555936657008967,0.202810708817728,0.179433445461629,-0.532998278088821,1.17395941443721,0.582724957455452,-0.296673785531072,1.33801097286549,-0.74429606824709,0.0729102375356662,-0.604082503937996,-0.561942501888046,1.02930600849163 -1.29971006031309,-0.44393142602891,-0.845873018572485,-0.117034533256079,2.10865304829928,-0.264585294786765,0.534011943904035,-0.582244862430366,-0.666222279191006,0.586540737355162,0.130496300504587,-0.126124530673198,0.811185616991631,-0.716935901262557,-0.0949400189785533,1.33520455021101,1.20445948897573,-1.32734975375443,1.11127974001527,0.624432565218934,-1.00906572432816 -5.08655457039316,0.0599965734692298,0.979528698962739,0.986943569786444,-0.757962410239944,0.312488120191762,-0.623376030622261,-1.54447744892573,0.610924346083907,0.880390332843477,0.993948060618542,0.881100108147857,0.122162827774692,0.192546184668293,-0.0495981910427635,-0.476916601813787,1.14884616480721,-0.828377358448099,0.680787535586662,1.35923906415357,-1.15950939154484 -0.0461538610259181,0.0822329488652121,0.251799161284106,1.25038189273189,-2.95271130533956,-0.461254506894972,-0.851509300229976,0.191748367798141,1.79702970954132,-1.4035852301945,1.74077000887601,1.77588897478516,-1.38360462101134,-0.77641038450402,0.160727195677438,1.24627994751565,0.8829175456658,-2.56038082781582,0.0444060314256473,-0.0234634298160034,1.09358526041489 --1.20973133917068,0.758397523687175,0.65221850318155,0.605689151955744,-0.495094263087005,0.0664393499493182,0.0396191809531202,-1.80172885441817,0.619210543706261,-0.374645675726622,-1.03156085693142,0.492283175020021,-0.411672860748215,-1.17013726209337,0.768616127433774,2.29628573372288,-1.28906010865977,-1.40520469194327,-0.649866219585766,-0.358574073175987,1.2391898369975 --1.77688189704052,0.539662990903339,-1.31634095550414,1.1110063235752,1.06156095236025,-0.509344967772016,0.624402738077169,-1.51150495443917,0.0326759574253885,-0.00470318033448928,0.912717083099819,-0.640663111710621,0.879766287732695,1.24957482347361,0.564672825718907,0.767945608407331,-0.68470421080316,-1.10963885362501,-2.90625551381487,-1.52820942677086,0.415578111826026 --5.01784191447648,0.776647646532491,0.375403042229744,0.0832686258464572,-1.32557475253302,-0.900799997594371,-2.56183871985122,-0.0256098460620755,-0.490125336167517,0.0821726705206697,0.855799044411903,0.00756384081013112,-0.734413138157749,0.178450720292713,0.294021645550568,0.364958221131881,0.0527721998460314,-0.509757132166535,-1.19788135961395,1.372854751974,0.453860776144617 -5.97202361079383,0.132171664674437,-0.195444713550099,1.51409193374957,0.0497626998416867,-0.213343928265388,1.50586265804666,-0.443412942477031,-0.882980578734418,1.40848150241639,-0.492513732390353,0.344569569225378,-0.528346427543423,-0.834148557151622,2.52705844301154,0.38358131374785,0.991314095491432,-1.10806122996243,-1.11298131035488,1.11370745000295,-0.198623855333923 -0.910001479573531,-0.806865299790739,0.268600774659746,-0.607539786592504,0.22414485219672,0.605266651689769,-0.604947838456065,0.301477155044555,2.55835104464969,-0.620296187790736,-1.71776738546214,1.19900315250112,-0.112078351170338,-0.333262102632743,-0.235743241417011,1.4772219415059,-0.613592874754169,-0.745325420170102,-0.695885175762129,-0.144841583726091,-0.735465809768093 -9.75361911002899,0.449350085786593,0.244398982781913,0.51748245561219,0.067845788023224,0.429550448133263,0.183723585243247,1.14915047132698,0.97733658924317,-1.51703389108184,2.0512152302475,-0.286743473802677,0.915645635672572,0.680141721699862,0.146590143034637,1.16750384253102,-0.362193356767683,-0.358078063813148,1.11226945244646,0.0439126976066616,0.917999942164418 --4.52429141209751,0.41264145683315,-0.031055470169511,-0.371037340419481,-2.96422216948415,-0.966266018487018,-0.475296015198416,-0.657387974313392,2.07646332793328,-0.194456542067114,0.1458364514967,1.11878151476,0.876854557566047,0.282751438684632,-0.66944606474551,-0.776411359049863,-0.926986440647631,1.54615271712374,-0.502300438736527,-0.687648090064616,-0.0657103270612434 -1.48156563807251,-0.403614049111987,0.105414733683335,0.473729485194644,-0.763160998797859,-0.0206661994120485,-0.550447760383502,0.859765051788729,0.30976110664903,-0.551163290094762,-0.914886358982279,1.82091094692995,-1.07006683523416,1.00243822225964,-0.255713903078369,0.740997616829207,0.032759932800108,0.651207533035509,0.78158936294723,0.186999554257824,-0.944137870198949 --4.75888629529527,-0.38808827747742,-0.468687505974339,1.49885603982542,-0.442037134361715,0.792510947757421,0.481609419786244,-0.775943970041126,-0.657767057221143,0.678935991458981,0.517910365279327,0.429151876762842,0.315773297839153,0.16721630432816,-3.06468895502201,0.084010907958744,-1.0916208771164,-0.0776282574309024,-0.358475652349983,-0.264433222524387,-2.50712319686963 --4.57245501128436,1.09518774784029,-0.990970633080493,-0.348211204605221,-0.539857840937364,-1.36881768477249,-0.902804140528573,-0.808107353559877,0.359925169464286,-1.2254503143879,1.13004591738549,1.39340973891979,-0.484675120578639,0.807260642062209,0.199924360765108,-2.36582026517565,-0.523752569198693,1.43413146248395,-0.703505031803317,-1.19665913418469,0.502484246628968 -8.19588257595033,1.34048004305313,1.88090581014418,-0.988712220831878,-0.133370574718398,-0.996723666159393,-0.681001075511328,1.64510110033612,0.947218151903009,0.897617244167822,-0.447387252531892,2.20525313665224,0.129788957119966,-0.610210900170531,0.713517923755657,1.00344736561888,-0.271432506705992,1.47604608899063,-0.399549350347919,0.0348569808817227,1.29330311423416 --1.68556913825387,0.114405546675648,0.184707730059391,1.52595244705752,-0.48480136953908,-0.634423170580051,-1.26476236082462,-0.528459496539909,0.145314656001911,-0.223958219452866,2.35880866433146,1.90794831259884,-1.06491282912246,-2.13637785863585,0.540095055124621,0.832132836977587,-1.97462748764481,-0.352017287151316,-0.534711214226399,0.266087059116298,1.12113532923466 --4.84212943257539,-0.392264620281621,-1.37676249726576,0.434972387604674,-1.3584883956593,1.25131025505693,-1.02978624903845,0.14708140499562,-0.737489437891511,-1.90009245802479,-0.150373157897197,0.0332923375897183,1.43558727823687,0.544921413461285,-0.0864126297003973,-1.11537684297886,-0.252582550002814,0.595409556220683,0.66645603834016,-2.3352028204713,0.633072958312539 -4.62272557796092,1.65235784319754,0.0227351108443463,0.331097460936606,1.07993166942545,-0.00793898453312736,-0.916294582135834,-1.37368798676214,1.33473824608988,0.649806878778634,-0.336710175586726,-1.25911924495651,1.33116054861014,-0.0617133489751152,0.561426497778218,-0.147696523843061,-0.353551854022233,-1.43728878642258,-0.2188098836902,1.07187711047964,1.68645621597945 -1.4499872146245,-1.24369760877461,0.813863204150726,0.377375860718903,1.97119254921942,0.207528676070123,-0.795092625813148,-0.538885679383265,0.085361214858823,-0.501673889110282,-0.590323242878245,1.85827666113303,-0.810283919333819,-1.03938626217114,-0.854983735583241,-0.561462536147332,0.234303214704464,0.725065507452227,1.72466029808321,0.635949204158394,-0.698251332961555 -1.62905148476162,-0.911925870779559,0.527853188825231,0.702373137195721,0.137967703981537,-1.10918860068059,0.756803786650473,0.284043121334747,0.466611937467347,0.729050384719154,1.00163231236607,0.61775951129629,-1.07009487155748,1.03996276651508,0.439200811473119,-1.51770997111216,1.12130992286768,-1.35350209069594,0.0140158975664903,-0.99462619112572,-0.131041804551832 -4.66294203418572,0.850043471893941,0.88718877118702,-0.396814311817155,-0.720934950247474,-0.568299904724118,1.29173670530834,0.537555912043707,1.00408256821796,1.56682379311676,-0.274235228585604,-0.117102886899455,-1.64907487939011,-0.112950885992886,0.376834721958855,0.400961619246611,0.111295811459311,1.10366718175692,1.58529348931589,0.236681764667512,0.956461801708545 --0.00570386006005646,-0.925312995099251,-0.377628040321067,-1.01003893874946,-2.14374740247851,0.113126232506955,2.87522421519361,0.227181283840142,-0.696798277026712,-0.703805914038619,0.5709653135917,-1.80398259956128,-0.771476876676406,0.756708555655108,1.25535288195012,0.925313400303301,2.22269363773626,-0.208760981756286,-0.942802482337076,0.533036779805593,-0.030392865019165 -2.41486627677674,0.893581214441206,0.114080816880508,-0.0622023068257885,-2.23712954803228,-0.254729725096663,-0.465201650152177,-0.225423254625148,-0.801672382938682,1.64041676525626,1.31384326861607,-1.06959604910636,1.47835907115465,-0.0196525409574035,0.956362638678296,0.461727672814452,-0.124987549554749,0.540150611502286,-1.25902271887865,0.982807449377391,0.0221885067918704 -0.336605474054647,-0.941009737811872,-1.72423935215595,0.286300233926954,0.994115288764315,0.00468799292883181,-1.32325231423084,0.223104594076108,-0.229729516049354,-1.82943765962338,0.229163810743718,0.130535413816226,0.589557634758929,0.963789650133546,-0.642428087888635,-0.203077160424682,0.369579509950219,1.32859765379572,1.36900892785207,2.06277270329783,0.23811137692816 -3.65095782030626,0.538952094101553,0.743688551415749,0.0570445150458085,0.85506876453024,-0.402752313411828,0.569110269615772,-1.75052322221703,0.4429094020816,0.932876384352439,-0.540540844037509,-0.195964129682843,0.311418778649788,-0.2043144626156,1.37915648987319,0.381948733824911,-0.40004639632184,1.71406538898658,0.134769871052053,-0.213717465212949,-0.467262232529927 --1.84463969759467,-0.181974398105336,-0.885731739605205,0.356397728922875,0.488451002249769,-0.904656374051156,1.90832645284421,1.64292437565631,-0.601577017182429,-0.0175570199582043,-1.73837288019711,-1.15157220382353,-0.298904974119691,0.851520688146915,0.694521727406992,-0.0387442746151869,-0.327093846594195,-0.24932218724024,0.399095736186461,0.095667406188995,-0.824785645410046 -2.58756047787345,0.891767594965122,0.326610637433545,-0.352795269458878,-1.38067946498996,-0.187754275989047,-0.0988939339355172,0.474637796215368,0.200549442477286,0.690673091569006,-0.336555485881445,0.665451256846367,-0.532622285238225,1.27485874793293,1.08756150207036,-0.974531521428193,1.03148851548814,0.00608580634581867,0.809861984049334,-0.81026637750042,0.43036104750356 -1.52388624947399,1.32920820523491,-1.70847769729961,-0.201840754204331,-1.03822653113332,0.239383242668141,1.14274112114784,0.928141472002797,0.444574512501723,-0.584732864831395,-0.616749305351882,0.775535620900109,-0.999734404644333,0.218039313543954,0.00869726752918798,-0.234828741032804,-0.2755212318557,1.17459741928691,-0.570652448209271,-0.209856046853016,0.3665740955973 --2.81068757810969,-0.103466125206476,-1.65769049208038,-1.26830360438459,-2.16857552385336,0.298266100803518,0.287101252827725,-0.62538369758678,1.18662575072386,0.998739660066,0.153808327392404,-0.748206314675925,0.141409551353723,-0.973776305760495,-0.878746241213123,-0.293522501917344,-0.475019857225382,0.401053911214196,1.20803823579372,0.115012383950239,1.98338326376966 -5.16003193550743,0.615064610722324,-0.575315568744496,-1.42500666437396,0.857774323203083,0.37686559759919,-0.244320482375821,0.0570814522730207,1.37663868324337,0.728987909942834,0.12223560528643,-0.598602262996743,-1.33661617258216,1.94364361825261,0.425264936016943,0.988419438541463,0.218292366245828,-0.017034853662428,-0.072039301385395,0.61817873301431,0.902713574837877 -1.12292316817223,-1.7997723953362,0.854009781083207,-0.199135300721235,-0.250510404206576,0.585842818883738,0.478518824667956,-0.216133390127039,0.656074979388654,-0.0075946147338234,0.111980709179409,-0.926970347724915,0.211423818375973,-0.369006055508994,1.12273911859647,-0.638677532105042,-0.258029176615317,0.338102361202195,1.27714721024445,0.237069694392412,-0.575273606930968 --1.75983180204071,-0.262705141643009,-0.27643563733424,-1.54253779256579,0.482435180211078,0.205595110088552,0.335142997507506,-0.0942158012264705,-0.237755690571383,1.47144267535638,-0.0216987403861865,0.558392753788376,-0.445618413315013,0.567919622453995,-0.317139047023214,-0.803567108078222,-1.0399157049349,-1.34282654964431,0.595023836020961,-0.0822743322578166,0.139546747279751 -2.9702540881714,-1.21014187687842,-0.395866378752152,-1.00933708721898,0.703591120323271,-1.92191978594114,0.993271166483169,-1.54328698626317,-0.521593465179447,0.988002376979511,-1.07694276098299,0.755915179838584,0.311892633874291,0.773410691317356,1.91180758343026,-0.667170923588059,0.587404647616974,-0.26741992392178,1.02929155708439,-0.419315038614668,1.18996166966398 --2.00994476179015,0.204477252550871,-1.12300426446714,0.280725238400893,0.251851898825463,0.422210011369576,0.935743863797307,0.255976620765621,-1.21205931970359,-0.255589844323826,-0.554631707577552,-0.270300128660466,0.389910006382519,-1.68325821289312,1.40772605456593,-0.620814510345033,-1.14590013078568,0.967057325550091,0.432532095396885,0.595805952382014,-1.4349242283462 --0.377737757319812,-0.0139941045119107,0.58490488284304,-0.441372932541484,-0.869754206381757,0.184209791448987,1.59802097009749,0.111652978010404,0.20196101102844,0.580062425880604,0.143025183854045,-0.187151801670985,-1.37717709592655,-0.120434973691054,-0.330634276090112,-0.374600936229197,-1.60816925658944,0.698459739689756,0.921735666452748,-0.699164760742268,0.252161908911309 -2.11510765879149,-0.235200839818886,0.309870921412552,-0.213141029795411,-0.213169675717249,0.902368993941627,0.100053038973573,-0.18027897869125,0.683691567454682,1.32124476223146,-0.888691734888256,0.181117809785436,1.67121273256646,0.624196558628226,1.12725067826482,-0.248443384500987,-0.278628606625828,-2.37313322685714,-0.512509032915037,1.56361275844944,0.432928514602635 --4.39428377565221,-0.188318654237954,0.126987076474046,-0.417322431211813,-0.322499242306245,-0.872467782492307,-0.936429159079907,0.265852791650515,2.18902907987378,0.27490043171903,0.0896840922139218,0.308507071034062,-0.75145631663602,-1.10461360244428,-0.52065642057465,0.727383944570538,-0.686227809012692,-0.46395226430352,-0.795398413171266,-0.285913666618533,-0.301049890148063 -1.17662923464152,0.951283068840505,-0.52173391138763,-0.400945266537062,-0.685535045904966,0.399459406287403,-0.353778134403415,0.307157777638852,-0.483087982081148,-1.10924624357087,2.30685613662243,1.02054436637788,-1.54551857648783,-0.288301618210611,-0.478194230078329,0.00723512205708439,-0.565999333515337,0.90219122091778,-0.200239399158403,0.87726014454964,1.78220643691457 --2.48905975004566,-0.154014785973495,0.69004937928982,-1.3338306395044,0.991196055455844,-0.143417976793694,-0.306900471371121,-0.356742801361666,-0.131517810863762,-1.03172514688352,-0.399807412354171,-1.78272802705907,-1.13668400121993,-0.633471125794011,0.0469509805981062,0.877902586442358,-1.47485328748112,-0.042174558707178,0.388369722872889,2.9348850643798,-0.0693003787250875 -4.0742875265995,1.85424450475186,-1.13079345060888,0.0834350952887967,-1.0749464512337,0.742191994414993,-0.475771744591447,1.94788931821798,0.524401498548433,0.824605957359328,0.872717840788155,-0.727105024956305,0.023179653699274,-0.408771215167077,-0.108118583660391,1.16503215575201,-0.825636038084921,1.10944713162096,-0.742338140414363,1.23452491091554,0.873776313077515 --1.52087999084538,-1.90416735438949,-1.46780029786377,0.121580554383829,-0.401290682297023,-1.75569434641357,1.04455764846117,0.673104646829445,-0.836390928796102,0.522441074721429,0.699579462320729,2.26436954207005,0.764305093960473,0.0581769776744841,0.124364231577776,-0.193258761294702,-0.961474610354334,1.70472799349175,-1.4510034141161,-1.05709007043243,1.15957382527296 -7.06571253779419,0.359299701900462,-1.46242428502364,1.07619846364714,1.17296445134637,1.6550163196883,0.597516236829744,0.450156617355929,1.55880786275565,0.632266837524307,-1.74473032742575,-0.690290699191567,1.11113953964657,2.32147926682408,-0.766923682759194,-0.186972615524762,0.0916233263102858,0.0665472219743442,-0.223027254795766,0.857687475248576,-0.263749749423757 -2.20953509245861,2.1145349462097,-0.944582331387148,1.64945786396687,-0.148534065819661,-1.96804135362387,-1.01035987096817,0.613922434489324,1.07703592819396,0.402728712538325,2.23720744654838,-1.43714897671039,0.216105395017549,-0.665124650941963,0.834361005518245,-2.43567210917155,-0.703994412249221,0.213714819897535,0.988688032658603,1.40513547835986,-0.55696402840391 -0.858194614897222,-1.13574898684316,1.69646985682928,-0.981293207494023,-0.0403270222748794,1.39012462336731,0.0236650196151556,0.382962158504432,0.183608502235627,0.239468479802566,-1.86033492660039,0.37742448962375,0.490979683285745,0.137074542656701,-0.694661201613817,-1.28396409898989,-0.860284759692481,1.15824670991455,-1.13510205549824,1.27313364540398,0.171696990670652 --1.04687295327517,-0.796255985784339,-0.259128439895072,-0.530284028892679,0.370489193636113,0.62283790652766,-0.1947218220522,1.45763634286111,0.265703911157953,0.505635436610846,-0.239290709284444,0.618648642974848,-0.981076836157318,-1.52224659940622,1.01028945826228,0.0519790777836273,-0.612695502163819,0.666855417384936,1.08496293789968,-0.457518166384838,0.329149031931013 --10.3577437167952,-0.397569450150752,0.132573953711208,-0.567358404785612,0.850027891121432,-1.13014771376219,-2.53265471149735,-0.55133395848496,-1.44086601770752,-2.11433246646013,-0.0476226120626961,-0.661938946722998,0.358362355107365,0.857635062186006,1.10532073735763,0.966970476868524,-0.694562076187182,-2.44406160685641,-0.0433643943429822,-0.272968101987164,-2.1264083363873 -1.70125785621478,0.0917240415455821,0.223061556392646,-0.906582998185348,0.450354248576867,-1.47430264824812,1.63238535224847,0.0550686012393429,1.38334822383267,0.0365303674352893,0.150598892710959,-0.52020247895365,-0.495245094339241,0.0224873812773325,-0.779127713307128,-1.73384813645916,0.101828444159708,1.29576774271581,0.780912415102171,0.749763700469299,1.23633150947504 -4.38614286939278,-0.238694074135277,1.41190395976712,-0.372921574262504,-1.14199912496881,-0.0865752622485469,0.0436026398487885,1.53664039297594,0.803114395574767,0.322374859815264,-1.47327577013317,0.150392408723846,1.67861980844339,0.662093481153772,-0.0483847951325507,0.695611956883774,-0.190282184876029,-0.127909946965574,-1.2282658116553,-0.40399148478035,0.785318693261171 --0.968334843274778,-0.461962363699386,-0.257863203492038,-1.0015634462664,-1.5016456952182,0.948008373902873,0.401301265059872,-0.550382822670181,-1.67691127613225,0.639257715510597,-0.618684748647334,-1.20500379827392,1.42967129675161,-0.514453896108571,-0.00256214067218314,0.743514012729738,-1.26888513913114,1.50351196582179,0.476685610548049,1.16829964368651,0.352092066868487 -5.61326494596437,1.9263406073496,-0.458183928424991,-0.325377156175683,0.279669475799916,-0.826781215255167,0.839769675730338,-0.0612871010903995,0.878027198323635,0.447682408987124,0.73585419415882,1.63780693663787,-1.15272464827296,-0.375883563302974,1.214210180657,-0.229683276718188,-0.391663637945705,-0.683392833899352,0.601638189813957,1.403080185827,0.178499304983509 -3.26684635289216,0.122054814822625,0.270843802533091,-0.512028834496036,0.737639385145215,-0.652013162263846,1.67539548616847,-0.35638743474413,2.0306371458796,1.10017891467638,0.363985279346113,-0.118171411813386,1.56522423607512,0.358125292594194,-0.527082293749516,-2.09352677229756,-1.47876373149379,0.938277935708619,-0.0117852412547352,0.803599964057583,-0.254810442171398 --5.63170888562986,1.09205057650629,-2.86629932227667,-0.154420372593848,-1.57746122398712,1.13164876233807,0.0202935763018923,0.393244303275802,-0.640255508554727,2.31120033068453,-1.42979477481655,-1.40235886959114,0.205963028388334,-0.0864566491538483,-0.216633528410697,-1.53057029280699,-0.754312785383447,-0.365694892067664,-0.031411970584176,0.668437540829571,-0.566372350915376 --2.33118997574055,-2.97225747544741,0.407908321761943,0.737394001938357,0.0400423636034758,0.572807216135594,2.40277920985456,1.61559100525463,-0.329948297021453,0.10203449893478,-0.346409909768196,-1.11609082691661,-2.12446627344497,-1.40605900339066,-1.04049174082473,0.913539874081371,2.04314845840939,0.0775888320463282,0.0292306312626667,0.560989438270537,-0.867541317372764 -2.93018140277829,1.12848905096528,0.513257902751679,0.689418536609083,0.442722714513142,0.776191929815498,-0.877886756571125,0.0971459747959943,1.22070467154036,-0.850934180302005,-0.97239167765248,0.248197455803289,-0.823358131638653,-0.878751072524326,0.186204076687617,1.4488355975582,0.523483308625799,0.570325031593153,-0.207299131966945,-1.71169066675835,0.0651870029337793 -5.63095118677506,1.31200012901363,0.231168507566672,1.18496528830033,0.520781108527594,-0.385184360253982,1.27282128976038,-1.31904391940587,-0.305617309835755,0.766546659814925,1.6421235885571,0.385922631658394,-0.313435153770296,-1.36116399380189,0.694514932213668,0.233429410208387,-0.863112543835238,1.01176184792227,0.703688173837343,1.39000487731066,0.0323433558948837 --0.575672199971812,-0.48260797306504,-2.33550363407497,0.491003461867745,0.753074281102102,0.704138723925619,-2.63359644952892,1.23323628832749,0.849147076614627,0.271155017017858,-2.37526449825479,-1.40335151085509,0.125933088132879,-0.0657213172149416,1.1174627189721,-0.232710215735347,1.62751505700169,0.842093589364911,1.05610527851892,1.51349320711804,-0.462491456850026 --3.2313184701801,-0.224858996653821,-0.191596981381387,-0.83038878752948,-0.590176517093593,0.670460608770966,0.580074559046875,0.114397817440956,-0.339585940256897,0.0916110299507244,-0.26238610985029,-0.148556305696132,0.899225933614699,-0.788181403782177,0.484292533928965,-1.01951661270484,-0.689592513178911,-0.156142990849319,-0.551435754740689,0.470689094565714,-1.75522392286824 --0.138406904156866,1.66776531087937,2.65179319248463,-0.498270090568177,-0.376505038088101,-0.397552941995297,-0.945458947605892,0.560306152447714,-1.04319830574847,2.20297178130861,-0.335962917452303,-2.49395549937825,-0.436586411053007,0.666199292604652,-0.379035879839826,0.670745921402868,1.25304860776757,-2.38445782180238,-0.12782490266527,1.03643888146644,-1.05377725826833 -7.08283638606892,0.0412185323166061,0.481970479964879,-1.86763450689455,-0.452037827308468,-0.00478985989338748,-0.635739432351405,1.12833187768739,2.01754046501935,1.11347821638561,1.18375407290635,-0.176007093559112,0.321553491983959,0.253365442273641,0.129157847491392,-0.0448015983775511,1.02149821430131,1.06836739331345,-0.111472989716465,-0.546417163516187,1.61855292138872 --4.43464220786884,1.03817484555139,1.19735891567479,-1.12046969721049,0.310397956888843,0.67159563957365,-1.49377749486291,-0.644058713372354,-1.70417036471063,-1.2237933456728,-0.965221471180197,0.247814419238567,-0.404538625953303,-0.0339705615369412,-1.30605265714404,-0.282984191104174,-0.139247685979027,1.49588957757116,-0.720247187940033,-1.00542529646546,0.108841986709471 --3.94122709154796,0.587642933342248,-1.61076876547825,1.46067323862195,-1.66090204730259,-0.640637675236876,0.470359543077533,-0.483408279190282,-1.4003967803253,1.12752118834978,-1.16749544806239,0.614058489421004,-0.908131999543376,-0.877979867208844,0.600538406780433,0.174624199781141,0.584148001267001,-0.975530633911316,0.0847316944437207,0.264183776756653,-0.470694623703135 --0.276313939567535,-0.158299577145634,0.00104148887056545,0.414379221552777,-1.40621330292606,-0.565816291007146,-0.726505169282725,0.613986348257087,1.2422214651373,-0.445019603283979,-1.03857815388124,0.470260442205242,1.82614280630176,0.334957755639506,1.43653768615359,1.12362799648595,-2.27826950459243,-0.557078768798587,-0.638987011696564,-0.0539660206056054,0.70691426866438 -1.29165783978474,-0.292085414891579,-0.205604632034074,0.622223244180648,0.215565950579861,0.236919607680071,0.0495269752595077,1.25216030606922,0.276263330822091,-0.741651092210938,-0.297129287184016,0.861683769722911,0.749039864271994,-1.54032307785086,0.194564363210948,-1.60938878898792,-0.323194230865315,0.151181871916743,0.461557108623558,1.51054373163513,-0.654870182398924 --1.22587983904571,-1.41989896333921,-1.32460138781372,1.33414116732319,-0.274042982391841,-0.596585444541474,1.16393583784162,-0.853942129149236,-0.27338757758502,1.44634075477989,1.35561407704354,0.700135974095336,-1.27283591009493,-1.93248528758456,-0.0750103325008596,0.979751183834106,-1.12620296394977,1.05565235658713,-1.03000367581604,-0.452212023395492,0.35961923669506 --8.208472495187,-2.13831802520847,-0.0771213677370285,-0.833916739871213,-1.53580293774229,-0.4571378050522,0.170358060824851,-0.0798880264972078,-0.210797520941791,-0.689206110043545,0.705373190101076,0.441427458757416,-1.302086361574,-1.34531003516332,-0.501708745167279,0.90735740696676,-0.197042250877441,1.37734491302934,-0.224326018396046,-0.560753177103839,0.335832345153275 --6.48073125034377,-0.0225001049025996,-0.86219764157804,-1.36041428456748,0.0821541457290937,-0.599408714056102,0.380024348249117,-0.968796523601178,-1.07336307108303,0.777914911918967,-0.62097204163886,-2.02316462934869,-1.3397492247912,-0.648556910973091,-0.146683166827007,1.46695279850346,0.361402015300978,0.379724709286529,-0.373503354415357,0.327778378788008,0.484680537915095 -3.36283641410734,0.269770953624943,-0.503605665884869,1.58265017409703,0.448963931169992,0.834423624489605,0.196106862056989,-1.80383196937048,0.56522236424659,0.354053268882143,0.595398669401096,-0.259775834356257,-0.280510723061301,-0.247830946950354,1.05189454959455,0.798267302032059,1.96868041548267,0.0573453225487753,-1.17871022261914,0.376865754345597,-1.26402758870004 --0.989634198293907,-0.502969399031042,-1.65616655324565,0.589703246241968,0.280508583099844,0.065348476968744,-1.04309560759464,-0.886548667546652,0.493038385157457,0.336746614706095,-0.771493186211704,-0.356043734719967,1.16537520137794,-0.224402376751876,-1.70516131708858,0.74039341332411,0.0538886686216203,1.03295605692536,0.668759511753609,0.325403335361184,0.800818193748117 -0.210544152954568,0.630807390367713,-0.986491681777976,0.209818892172337,-0.933365598427945,-0.251245631395051,0.0364437789631301,-0.345306900304614,0.697396767258541,-1.24833128085126,-0.292703725348925,-0.744920385926098,-0.512860950349619,-1.29637425525233,1.37829787020346,-0.297157102631873,1.47716455477408,1.06801423734019,1.1061536703937,-0.912051524895694,0.896804917791073 -0.768706060657017,0.474565208416551,-0.875749640065485,-0.28286738084248,0.269178762692327,0.874230400914775,-1.84479109494549,0.569529710321438,-1.55432213313922,-0.200645495657948,-0.389809900065485,-0.665631029506713,0.0539488612729609,0.138316263631236,0.653164201727684,1.99098261989058,0.742899043726424,0.0636292756131776,-1.85635829406174,0.438281026284805,1.09498617109771 -1.4805144423858,-0.340659061576436,1.72001919627891,1.96186318447863,-0.618354504681399,-0.411143588451954,0.731080932698204,-0.436388028708308,-1.3389033927884,-0.112610550927175,-0.0152767688826994,0.294429190270077,1.21954399598583,0.355300543163069,-0.516734498753065,-0.100698967385196,0.799580414486442,0.0439367449943601,0.284480914922499,-1.28049263028165,0.335400376608994 -1.72740236878156,0.0496015595221469,-0.699209533057696,-0.058045766358602,0.75503548474763,0.877322310918325,0.273483462588933,-0.814986888736824,1.03345847037216,0.298200690891154,-0.297348793695599,-0.378765578412405,0.736765240692242,0.578472493100841,-0.193826643362118,-1.22872953217463,-0.03244430709937,-1.05349774034568,0.305733306797643,-0.714434571383627,1.815350452346 --1.24330420717242,1.2952631908601,-0.71651684196413,0.651149042327763,1.2111268987756,-0.559926508162153,-0.333564524762153,0.0313640683318856,2.26847875995113,-0.385236765527712,0.169766427385139,0.326871253670044,0.358795994655413,-0.624472095605122,-1.11109073456308,-0.170990892771424,-0.0290712557750163,-1.61718074845627,-0.956466873222535,-0.11568326966132,-0.0511171633569837 --0.703521814352676,0.314624204958306,0.705420957458986,0.0662923885864291,0.66352519246987,0.918381396199925,0.215055313867818,2.95309446072955,-1.25116777707589,-1.31958932296179,-0.0107285577433566,-0.282376823667392,-0.53840093202614,-1.03141741242167,-0.924913018581101,-0.74853973695163,-0.649160418974629,-1.41334693007732,-0.216757246750517,0.472149159891715,0.047289810000524 -4.40145599774858,0.801572503702334,0.762549542892471,-0.276299972457008,-0.0217221899247762,-1.78214839143961,-0.0423266947060882,0.841177670155693,0.818542816759932,0.530608201508154,0.497330828263435,1.50567032110237,-0.0210269254177924,-0.201286128455718,0.625528721354351,0.237024473213166,-0.196037411825282,0.519301337084759,-0.233758196162202,-0.0649724340892871,-0.230447569883976 --2.55430462042066,0.486058896232458,-0.858245126613271,1.56242789624722,-0.601696577172237,-0.131318108232364,0.0396468569711636,-0.746204820878647,1.57276971637971,0.176203810079323,-0.141366078098042,-1.57967880859333,-0.593239781998866,-0.505895689838191,-0.766737214392121,0.0751564298723148,0.295144827309964,-0.152833502289154,1.45419669687623,-0.686243474074076,0.416216234098504 -7.39795830359387,1.72556105665083,0.455314318541659,0.961309005392222,-0.476591363201001,-0.284666451712944,0.580159933731819,0.851169228432812,1.13119011043079,-1.0818500592978,-0.010809169938147,0.129315983029522,1.63752897962165,-0.186336521092241,2.24320629933642,0.375742968665311,-0.535351392472527,-0.0613760799105029,0.0122641782237988,-0.524359941927082,0.0354936866999221 --1.79881661951129,0.102432860750801,-1.98956351353872,0.760852891993211,-0.227686703457036,-0.606212032122251,-0.893002792489666,-1.97359205920816,-0.141118960048854,-0.414556871977473,-0.0935656265057785,-0.892659309228409,1.1354660974501,0.221155851964575,-0.0117488530773942,0.301183384931168,1.99889320942219,-0.20708140227797,1.82463175405008,0.579622111828722,-0.0331015636714046 -5.67871648153605,-0.989837074939336,0.371350406955104,1.10278235491668,1.24326860678921,-0.284301508936724,0.0149284388768281,-1.86532539667787,-0.759897141728003,1.01895841132436,0.556102865036183,-0.17663008737084,0.773017566250429,0.661921212180142,0.0468884369978428,0.413491313237366,2.06029732013281,2.47021116632792,0.122199952835223,-1.13706126322022,0.136159265579287 --4.56497659561186,-0.460441208998887,-0.380938143558515,0.327554017868923,-0.9187270476822,0.143103151478077,-1.32692649998454,0.815951596728911,-0.97032292620422,-0.153109203599607,-0.0750661655327875,-0.206303083493192,-0.011592045883705,-0.892112625324481,-0.0955456714271507,-0.97115052776324,-0.319002666808029,0.00720090216433161,0.263356725386052,-0.473848553819024,0.233790009046679 --0.237578369619184,0.237661491971588,-1.07463412764575,1.48801644770308,0.806500231615745,0.502177177186152,-0.637699433971413,1.71340885889637,-0.20361385642048,0.0357558383542049,-1.1178642019751,0.971898744349769,1.18483904590162,-2.06459794668096,-1.07732897243242,0.499111927574742,0.0494247021437231,-1.33711094793218,-0.251718512136111,0.410114877701448,-0.137009914855026 --6.80593587261604,-0.269397264170906,0.249834329295827,-0.0356765476524053,0.645460377245287,-0.0148195157339638,-1.20026209294799,0.610283374341505,-0.623134104501578,-1.6255250576351,0.403944742100809,0.277932854008459,-2.38992754673769,-1.75724763932319,0.791155497600623,-1.50333364086775,2.53092995438434,1.32351732659896,-3.00604008024116,-0.608344173869525,-0.553243045946602 --2.52292325773297,-0.169554069656641,-0.48364274012776,-0.206009171050549,-1.18551232512136,-0.476917956728036,-0.787298370809296,0.568306936981554,0.2612896607903,-0.0715242691335341,-1.09273949463017,-0.544349180262777,0.0443926439977491,0.610539919087381,-0.353868639114527,0.253284821453496,2.02342116487644,-1.03513113872906,0.306964565703736,0.167206688814904,-0.165062979903573 --1.03451491391019,0.664868973266608,0.506413088047749,-1.67867812868582,0.297707412852425,-1.16961329486795,-0.911515037794287,1.03153573202124,-0.294734881633808,-0.15909928824143,0.818977836042017,-0.447124964101829,-0.872444482341676,1.28792386558546,-0.267004487608387,0.814047895627588,-0.47043820840527,-0.170473602518489,-0.0855993959569132,-0.13077239294079,1.77856046936333 -4.22368586279562,-0.775550915205345,-1.03375733638854,-0.976221646396738,-0.872796228294919,1.42659019193535,0.711791648230984,-0.0932936737394339,0.19511492716082,0.0804676474029075,-0.207365732273863,-0.306635661321214,0.52689577632026,0.897471062465464,0.128423449286991,1.40285394655656,0.458821960700648,1.65853383141131,-0.140429554077618,1.61456469955849,0.693224739591149 --7.84740378831117,-1.91926113102924,0.508833118486894,-0.0556892932612535,-1.28369006024718,0.633165393197951,1.32258695714094,-0.389485218486649,-0.76735013085587,-1.33404258838322,-1.00759132155582,-1.25054485005103,0.661918051805692,-0.99275631133767,-0.400269206093384,-0.177993459659267,-0.241416130015591,2.02379624851712,-0.901004378797862,-0.934914073656949,-0.626007237903127 -8.51112979309609,2.01933253963338,0.990873768871145,0.799785776100134,0.903645406559043,0.876185302775641,-2.39046836114851,0.89547435488656,-0.15486876985461,-0.992734920136986,2.83400172542307,1.14366558287829,-1.22282504791415,1.98686339057909,-0.876388063019539,-0.788147873445581,0.803894437640445,-0.763147873398651,-1.48192019407626,1.67318846804136,1.80241976056935 -3.73941207239454,0.435210514869015,0.0382290526321475,-0.0709754936556252,0.408134749219936,-0.209231784552773,0.711500332194226,0.128547252081623,0.819971230415439,1.35363798135732,0.515454046697018,1.09415438387896,-0.801570721178751,1.4760247687329,-2.21622996910009,-0.281561769329629,-0.636445707969657,0.743831042814494,-0.343720844416432,-1.41560441770767,2.05077379064357 --0.703928208832639,1.05016883215485,-0.389205325989418,2.53129963510426,0.142380244232038,-0.230269391385801,0.762211330739195,-0.68520137536974,0.494467939567803,-0.559849511566804,-0.388766173531549,-1.39227118696891,0.796281185228774,-0.10885916863442,-0.2565295423806,-1.64515767223451,1.33716251448335,-0.647886985977563,-0.256178315507458,-0.591970660777991,-0.682743332328763 -1.61906390566305,-0.312114840650401,0.711525723766141,0.724744848885459,-0.655978557574527,-0.603652343047487,-1.25366665539083,-1.00222531024746,0.245322583319397,1.4323668752096,-0.459634477405198,-0.68063587155067,0.517492312775875,1.32194416949156,-0.706229450577778,1.78697304179934,-0.748338241948538,-0.557132251094176,-0.708913598749376,0.571473398961099,0.4819495526817 -3.97706722004671,0.0936176173045456,0.0767784801493928,-0.0564174228587157,1.62721808729706,0.378428415273162,1.17588071470853,0.733668088871163,0.937505023088805,-0.649023367167597,-0.136107387611293,-0.547587682923859,1.16048460506843,0.59828834993757,0.436279219116832,-0.409530926363433,-1.13332476677017,-0.259449400975354,-0.616670146131788,-0.42934073265441,0.870681329852176 --3.41827072354875,-2.15318775058657,-0.839110454387522,-0.886476013953363,-0.293975598364966,0.298816536893291,0.688219178280623,-0.49310277465851,-1.21202057499293,0.691913810802457,0.333946644320301,0.501880057951327,0.145058285512896,-0.405887194870975,0.630310207328166,0.925237284227123,1.48686576553899,-0.97139525892055,0.470224712765227,-0.224954904742311,-0.661237012746971 -0.20525185442476,0.357993071026488,-0.017781469988445,-1.14422532447744,0.671840110758614,-0.0425614568460357,0.525817654163528,0.728429943256496,2.37687425281014,0.301918960057752,-0.764119456937366,-0.558044334432896,-0.760573093409328,-1.09856717627636,0.206547144050805,-3.06394447760209,-0.858041343976039,-0.34052874221891,0.541673352137858,1.00256903587122,0.0263416488182915 --2.93401404866958,0.467864811329475,0.282248650193824,-0.405827742675284,-1.19111798711027,-0.146379179588491,0.0306805485456021,0.107287827390589,0.00871598719858637,1.06549667964287,-0.546388978932569,0.421130696970106,-0.862272369965683,-0.652260843791051,0.16831660155906,-0.72443633581455,-0.439851582568639,-0.154669686323145,0.0949122650516823,-0.020014950557259,0.582450536039286 --3.35352873953496,-0.906688834876339,0.600079655599593,-0.0262758690337573,0.87879191221349,-0.972994323627578,-0.518338922802458,-0.533711269547283,0.213336535452978,0.842433823004342,-2.2987035081455,0.403144029107445,-0.799162849349816,0.885249824657197,-0.245772135744893,-0.0127044640037996,-0.604006466410635,-1.60143111715882,-0.0387226710841262,0.981007678578074,0.870318453357873 -1.67273989112206,-0.529349915526749,0.0109895407176333,0.712350161501727,0.886334772239703,0.499996670668518,0.927548596051057,1.46661354382943,-0.966861778010589,1.96872403407475,-1.72134086220897,-0.277437540868144,0.134508303929275,-0.244137450270458,-1.00984343073786,-0.613607556550113,0.75637320861517,0.190549527537037,0.739088973586902,-1.36231759504918,0.476971523640401 -4.0567632245115,1.34357671685515,0.977421067902122,1.45177611337294,1.67115093693643,1.59649894731941,1.96895186274597,-0.891776778549329,-2.00343327904307,-0.898391052392669,0.0986343858804558,0.932171959605639,0.438168791679959,-0.355917555222723,1.94199180297748,-2.20939444212333,1.04374102858652,-1.47080576549236,-0.815491038986378,0.542728663770514,-0.9383375915002 --5.98155238754356,0.46943405662348,-0.0924715639723266,-1.36320422879555,0.00361295069662624,-0.169817168257763,-1.56663072405968,0.364620428766291,0.653070777680377,-0.182135585810306,-1.73837215624005,-2.49467828454438,-0.37000330497981,-1.94085714530695,0.37750437763585,-0.43632505420485,0.785601131760533,-0.194198357502445,-0.256735131442362,-0.0893324307497892,0.440154995223232 --2.23346726685488,-0.253105087750424,-0.719254228175995,-0.212324579726642,-0.803186812775893,-0.720843717469395,0.319072627525012,-1.06704588846499,0.875330804202693,0.877056264354715,2.01259136227656,-1.34022867838782,-0.147853827159513,-0.805474679308738,0.311003450433606,0.108812908469904,-1.61083873811375,-0.734977827620574,-0.576255151583597,0.13426965740712,0.33521623424142 -4.79880433503084,0.369103715328425,0.264276868181719,1.36713836883936,-0.343426760445022,0.750127082399915,0.173244510094027,-0.573187101342999,-0.989459521762507,1.0632894690647,0.294645637812014,0.306171880134177,-0.860853355240057,-0.548765374306584,-0.70846089942403,1.52392225552042,1.09432171312321,0.604966078607363,-0.463177771305445,0.853946761828122,0.754729764352032 --11.8278907317775,-1.34670719045078,-0.665958002231038,0.182132942744367,0.0482034058121784,-0.520096089467286,-0.367730485010375,-0.137534606556698,-1.7571520857727,-0.83754777565385,0.393209584253643,0.212525138678238,-0.440308529905846,-1.77540014752085,0.230852809466418,-1.84730112489055,-1.74485768915337,-0.935123464999528,1.68355082258413,-0.719356364026686,0.0782816880608538 --1.96133849905322,1.1719354256206,-0.194830762043416,-0.94296368519023,-1.9458955734145,-0.41742430447538,-0.108872697864295,-0.760321912157473,1.16250828309008,-0.104623319513518,0.12815078039933,1.85345099362147,-1.13170031222712,0.748777197591675,2.69060944419511,-0.286996075442532,-0.204110872291955,-1.4903728302823,-1.23006576204796,-0.315562701140498,-0.0308441125324576 -0.768784035203721,-1.9087363449263,-0.561159613624619,1.44293012679239,0.109074215728185,-0.294771854458502,0.894145521503557,0.900548181310935,-0.168863653734986,-0.790353474061929,0.0827863244453821,-0.565093727393641,0.812936434688986,-0.724755173002672,-0.657068984904699,0.55562854624215,-0.672055790330909,-0.855324897582603,1.63264084423673,0.117116544686073,1.69521354124495 --3.69151187089899,-1.00439081062399,-0.341876645262743,-0.184624578857629,1.20053041117921,0.766173147616353,0.168287405417218,-0.367413515225636,1.17355490182316,0.467754163706843,-0.426652837061984,-1.11142268426043,0.853345171936268,-1.34293991783283,-0.00389589255051449,-2.32472663629533,0.925575848784621,-1.36709763001377,-0.538738350273779,0.303636196202728,-0.23656570643454 -10.1677903260969,0.676687513659109,2.07183092355638,0.804898780352416,-0.677734977539634,1.25508480348475,0.0108529829789531,1.49764774204499,-1.3470021757817,0.673035560253717,2.02636284531701,0.434664849551134,0.487402077449285,-0.06442507708787,-0.738871914964735,0.356011482431739,2.03124263263292,0.278476634010593,0.854641672804436,-0.1806909960843,-1.08520562037857 --0.914440584646719,1.15232174421702,0.618397214461148,0.11317411179132,0.895899780942116,-0.7736295455235,0.408336005486873,0.138294779709639,-1.60865854706568,0.944876663536691,0.0227532635642421,1.24541065328741,0.265629180384726,-2.46632228028511,-0.288901632102595,-0.806701269942559,0.446584904196136,-0.641159320786787,0.974422611794011,-0.132109002759227,-0.653997032726323 --1.47049122096886,-1.73275991756331,1.22171316727971,-0.206307476997425,0.49554375119883,-0.841283302905932,0.594623943013395,0.721119468302044,-0.342686208448226,-1.2548720915968,1.00323382898224,0.465582081799692,1.66476177517361,0.462887006507329,0.774662401391124,0.0120220312443283,-2.17988676655583,-0.824337967669769,-0.426246471430719,-0.376159611891758,-1.05529001967604 -1.35254260085987,0.601308856586064,1.43088580635369,1.11120407698306,-0.849420660320597,0.397176803830064,0.222261478559656,0.962881579496071,-0.275206395084662,-1.01279914266904,1.336301361838,0.108698862263769,1.15264595279417,0.446535435050505,-0.331588151193705,-1.29055351452517,-1.22254221087204,-0.580005175832575,-1.91049883578031,0.0430684554338068,0.110370181110535 -5.2145757578115,0.341650314074502,0.237692114922869,-2.4689191424052,0.125836668787863,0.316307593733486,1.24054511211734,1.77783968285789,0.980719986930462,0.0698215978909483,0.818913829371342,-0.427649512445559,0.364606539395008,0.467426492706398,-1.59467340147809,0.727293500258398,0.459753423940368,-0.25525435538598,-0.276134637097205,0.26272647451719,0.732552908394715 --3.80361473422788,-0.0352810090657197,-0.59009800310041,-0.98446054183631,1.35775226777275,0.0679061577597875,0.408590014286712,0.920401884337685,0.939485323271588,1.73866614179826,0.53832403414018,-0.88520327419452,-0.752660975283272,-0.748510283893121,-0.701630744797281,-0.862743924203311,-0.802783732055495,-0.820535684060286,-1.20262390548475,-0.625674232628741,0.0850582863009222 -4.06209221780279,-0.626165019795731,-0.812235260370658,-1.60588011101992,-1.56178260773556,0.830883971224761,1.81321503767559,-0.591946700094315,-0.928575862400007,-0.542041213882849,1.50690690447459,1.3630180786811,0.335412513791222,-0.439460748099643,-0.0314140420605061,0.213525780165753,0.0160001723538538,1.30106763739275,1.28629407737951,1.60498509983874,-0.720707290544702 --1.04692685608574,-0.855971209746084,-0.759428737884043,-0.658335921058034,1.02160577250709,-0.647444890497874,-0.23257063288757,1.44177638707729,0.2838798052439,-0.48568046103848,-0.745487322012939,0.613948659135323,0.0497530398086849,0.0668971628950673,1.08049120768875,0.730191347836886,-1.28205232963464,-0.79991462208083,0.0385718247547999,0.847828086013699,-1.26027511624462 --1.43168735363272,0.151777841973793,-1.99926958618181,0.805165526825728,0.124920908797642,-0.0707846964089607,0.585682748900178,1.25094684231385,-0.903078103707141,-0.403184756445113,0.252952769142018,0.0111243155757312,-0.41868134994165,-0.813156730659925,-0.76512177196793,0.132711708972302,2.0487534383435,-0.333944205356392,-0.254440138768501,-0.102588645744525,0.860804196765592 -0.293552121611489,1.20637269384613,-0.411824457262129,0.90158739144707,2.29855117060865,-0.892478670706983,-0.0472688020693033,-0.731168810431498,-0.285134834954447,0.109127748244779,0.560417420534592,0.0910625900997601,-0.197465562329926,0.491851806423756,-0.069402894073611,0.151913289131943,-0.0648985661326116,-0.771851898690487,-1.16276666773944,0.00899830144209031,-0.757905024051328 --2.97436505463065,-1.48857788320267,-0.275838338596042,-1.24498022244686,-0.429336463451588,-0.74534002871256,-1.85048700870428,-0.231738730860678,0.0107048619199316,-0.0998120594070609,-1.14877980518287,1.80981604714781,-0.390747396170664,1.65124613019373,-1.18784355773009,0.234262617968534,0.153369399317462,0.447654923277154,-0.382662725835048,1.84155026316199,-0.417444231754225 --3.37919686984091,-1.05037412306876,-1.97621675336048,1.85053936723034,0.667386503720745,0.0363596762589457,-0.78875755736978,-0.0526574048258199,-0.164749096767086,1.21756592556777,1.3960708711348,-0.647638665596167,-0.359092591779708,-1.51504300855464,-0.578847637472263,0.0190718665436217,0.109454693842116,1.55667687124779,-0.472674457306464,-0.60397568974838,-1.72402913950755 --5.82011824347214,1.63787411690859,-0.319071810425845,0.350969406485925,-0.948187295865835,-0.314481512344857,-1.07753421024716,0.498053546752536,-1.12941842291911,-1.23202940584232,-0.535055167023267,-0.525125190750907,0.45009444021374,-1.80359375273571,0.0701070296233725,1.06522415192587,-1.97114472130935,-0.318654872005884,0.041059371855566,0.904786220095783,0.678232401880881 -8.98243227140447,-1.20733418120328,0.376015288490909,0.0852257920072886,0.825165334864331,0.711307262112246,0.484431378832224,-0.620220661498649,0.868248877189546,-0.109930110129741,0.222122899832573,0.149837975972122,2.18366068602831,1.25787151409503,-0.0669559419758058,-0.856102420416724,2.27406835283342,0.263781053202411,-0.233800518345879,0.205224397064898,0.648819390035725 --4.64702163515,-2.62615508460277,0.544951674679122,-1.03281831105664,-0.938744118060419,-1.83726392827581,-0.517460567066781,0.519992187732762,-0.309547615669008,0.690321637059586,-0.246217344799263,0.790754436985587,1.37681694116086,0.658285155745014,-0.497695256241966,-0.531391503801301,-0.840954065253749,-0.534038073497845,-1.27837785147424,-1.32740274796115,0.497926718575364 -3.98852161839743,0.0174632661510191,0.433901568569307,-0.267028704491214,-0.86993335071148,-0.620372250419229,0.885815115829684,-0.47064395193691,1.42306295231289,0.682602489115423,1.98352658509939,0.612217214420112,1.31328925697577,-0.527422082997094,0.317665743816774,0.0294036400749628,-1.33267349874339,1.18133775913879,-0.623963740724915,0.904998225120726,0.924395271805436 --0.967551146973943,0.344194027368263,-0.290360793527544,1.34801366127447,-0.966128724555251,1.67084137862473,-0.640015562300929,0.690676262341369,0.694917878410648,-0.428969399428061,1.5356173091977,-2.3895782392895,2.06560786662209,-0.462344057924292,-1.6202877851785,0.0962917312661311,1.0921532892245,0.652213161716883,-0.896790425614104,-2.11973983297307,-0.0844725753975378 --2.66431934325953,0.0127198373321256,0.94658628580278,-0.93513266785171,-1.58416114919024,0.464600738100705,0.372934670108837,0.268147461299984,-1.45944423734551,-0.887680361901454,-0.975544986836508,-0.135711413452705,1.19260377277166,1.55612849633029,1.88581294700221,0.51570839037339,0.559248897283403,-1.7361995679662,-0.574079227376922,-0.830270123224874,-1.23639069501221 -6.64154201147515,-0.873450133188962,-0.96797127035765,0.394172231895803,-0.638538018412588,1.64192353808602,-1.05393388539398,0.145599417488818,-0.254434555223971,1.19873408105789,0.424806068255018,1.13384559859271,0.458333168864105,-0.546431395019703,-0.00361185488483847,-0.0119640851465277,1.28921140669342,-0.547079056390615,1.69003898580793,1.48103258689518,0.358909355857286 --1.60485093774639,0.342800284341219,-1.28623079248775,0.642039524840497,-0.278664131367864,0.870022851247995,-0.600013426329307,-0.388628249023211,1.32833009906178,0.513593881325611,0.92260080877262,-0.0545472817693556,-0.0177546603212441,-0.658067802074193,-1.01989793205475,-0.266197426178752,0.544413150162334,-1.08290622920804,-1.56640657514978,0.365601631446468,0.0612004592710807 -4.54690678127025,-0.177387754282478,1.31065102909805,1.14098911370729,1.11811876288284,-2.71046483974051,-0.326390807636458,1.71852030473846,0.734621974530797,1.34593301197141,0.693315787395692,0.38901371076462,0.135168697420029,-0.55747406311689,1.17955811848113,1.6898217142649,1.29029760662428,-2.75982633986908,-0.142012306037963,-0.427304456558476,-1.87324040666615 --0.413904786529359,0.921433254590606,-0.990036528671519,0.321242711927183,0.375660452489637,1.27871971113892,-0.111200296944239,-0.260983592488629,0.0816937655962774,0.7661180781671,-1.58035812215329,-1.39289222806071,0.997435825842801,0.833451604125085,-1.91948269370234,-0.81881268046715,0.319171454148733,-0.455176060313939,-0.274438237802331,1.94152573234634,-0.739374803307347 -2.45157393935039,0.300944402209543,-0.108823408844522,-0.696369685787901,0.135352477349787,-0.211185924273039,0.499918750334188,-0.15506830880104,0.147700342748571,0.218231495050711,1.98907387293948,-0.293659595006856,-0.878431563531874,-0.634780050138267,1.36648532065022,1.11226445639762,-0.28151683218798,2.33943996310163,-0.058333214935093,-1.60066901380535,0.0791292015663725 -8.91108683541873,0.693386752709799,-0.590294438526635,-1.02533788377017,0.775345388019577,0.143582207293486,0.55949483735574,1.2510744071027,1.43530422560895,1.82480250561052,1.30159290818051,0.608752442951835,-0.643389605037972,0.41442399445181,-0.0884490504328086,-0.151684384503927,1.01105516036459,0.68196473641817,0.728440002898604,-0.224347921668504,-1.15666765324848 --11.3288968934632,0.325471906278775,0.542032114895962,-0.66642574170389,-0.581507348610175,1.94977752142598,0.569236149129621,1.87492906397536,-0.313122909595717,-2.68673678355744,-0.719801002180084,-0.712526587830629,-0.708339381938498,0.115302463869039,-0.524403495303828,-2.30727891371736,-2.69953928175834,-1.21582076756409,-1.3465989846033,1.21207261562631,-2.01522333839649 -4.20417334175263,0.408051022728875,0.385301487771721,-1.05893488234241,0.69345296048665,0.814681950822885,-0.67308846050324,0.163320002991034,0.238384228534672,2.08077085672569,0.239804321486795,0.700996303117557,0.690486536885275,1.5692108329945,0.167769447735589,-1.50561050330697,-1.38631578768062,1.44851753767383,2.24369007488034,-1.01352676217525,-0.172383272085428 -2.15583131076764,0.759842255891014,1.1282040048372,0.801271580789506,0.121565167036792,0.33679085271895,0.119788360434192,-0.501236980358789,-1.02434891289093,-0.670133281852704,-0.743748253466591,0.577688532191568,-0.86998413036547,-0.181619640266095,2.18301972297586,-0.274641442851351,-0.693414412063586,-0.736096876099131,-0.541147235529787,1.13779613089111,-0.413320311226344 --1.91902591429557,-2.28715352045041,2.31387129333069,0.376317910893989,0.0963151920574228,-1.33082544870995,-0.873233693718962,0.277254610516014,0.893543853431428,-0.172634329422366,-0.00689458090773853,2.02331981858533,-1.52117365405392,0.270713186651576,0.259324414202882,0.666926099268887,-1.21194156659307,-0.180442715760628,0.478151651438709,-1.23315829863179,-1.53705004267732 --1.73557990698623,0.517838261588457,0.652302745654179,1.03740047687016,-1.6749739851325,0.764702952260989,0.347922008622907,-0.329307667003186,0.828346642403258,-0.852112811607918,0.158178822741283,-1.23196042914663,-0.188870840955452,0.367023768621391,-0.953380091010222,0.70889742550488,0.163864864096526,-0.417215279989035,0.341267142835048,-2.23378534743189,1.02708965457735 -2.90336134164504,-1.34723625828609,0.0244796303119008,-0.532327737834271,-0.834760228642608,-1.48949595820372,-0.341157989798185,0.859003935580764,0.637976430800236,0.783901863600789,-0.699379264306107,0.114672039168174,1.03500554816574,0.659874263686416,0.291439107392585,-0.0979639805319719,1.79251519422126,0.70277446694394,0.615208722386581,-0.247458685897811,0.3925327325169 -1.94964168468726,0.363159858868327,-1.1948801806249,-0.195545654484932,-0.00793377214167878,-0.144531258852956,-0.929211544858983,0.115332364159328,0.184911941967053,0.0084761997309587,-0.159735835313753,0.216842782911047,0.496230106299858,0.94195952168836,0.864577674647538,0.904077578425079,1.72690121679626,1.15181408768587,-1.49487098845487,-0.920224234780308,0.687117749608783 -2.71063035174872,1.31475256465827,0.181663411077383,0.586424669472193,-1.05759960079619,-0.0831549814550166,0.469108231261723,0.208095731765201,0.423247457693115,1.31139115280617,-0.729293836800721,1.16260846608336,0.703769051806782,-1.24446967022827,-0.611209565830598,-0.725555595801644,-0.180050998227019,-1.42357362968718,0.349108055666163,2.32728367611869,0.389458692465033 -6.543113712172,-0.448305910907794,0.558099802649406,0.168974118394886,1.45642417040957,1.09151674140374,-0.392330085334375,1.48407234216692,0.173477304914464,0.9453273675622,-0.501306544138393,0.197227192334987,0.48969387872215,-0.0331944204240909,0.2940429118581,0.471245257448865,-0.706483915793165,0.236246383493414,-1.35315411962887,0.024255153969874,0.948976978046891 -4.37342058067392,-0.80816446825925,-0.654412241362467,-0.23721443878183,0.771916438707991,0.630195864934942,-0.729982096186178,2.00195671720252,0.487365481885259,1.20203640270957,1.89320619402481,-0.547664522001892,0.434417559605234,2.03909001024434,0.105403629367105,-0.197328364333536,0.232197724856637,-0.390701519367796,-0.256624621908321,-0.751731816199916,-0.232626604484435 -2.78349492944891,-0.0862684990395799,-0.848675573126214,-0.506501598096651,1.09691797592011,1.1508205551112,-1.40133524888743,0.674772237335263,0.639892839765827,0.291936855261994,1.26718725670784,-0.65101850272292,-0.439690451237466,-0.270431013703502,-0.387632432477581,0.371742499312406,0.123758067758364,-0.663475990360246,1.51309129319395,0.348932097620148,0.605008525076514 --7.09566432165592,1.58542427252084,0.162132611273421,0.41636643054072,-1.95273552170312,-0.603241358796425,0.8216395496992,-0.271670840962611,0.274028881253719,-1.44721660996531,-0.934794632565266,-0.0331132155064422,-1.46877852605226,0.835762378906416,0.32514038059993,-0.186063772948839,-2.03472513468054,-0.527022707269975,-0.043485952561283,-0.457822410677659,-0.306540093887582 -1.61597612334215,0.101057448186687,-0.560082018015502,1.64696358738886,-0.953399774424044,2.46953262614461,-0.488475800692834,0.792833104928963,0.579592616206982,-0.304196643874734,-2.08169146016335,-0.014789976562245,-0.00395682706619502,0.298706157826208,-2.07643009700744,0.555132312811551,0.20746767044767,1.5641789080257,-2.14279506030577,-1.08163113403294,2.81527409223005 -9.55315086417225,0.148762211652968,0.488163779632274,0.261879927949706,2.09033038884429,1.6926236575534,-0.397457064428314,0.729594296859031,-1.04110325915408,-0.080018665773459,-0.357172076328613,-0.106677548139039,0.492948834322191,0.944857433374842,0.558947150885391,1.36180908640321,1.46949305591519,-0.503682800455517,1.47786203472492,0.108718958850554,0.00387804377605497 --3.32310081239048,-0.546434668144039,-0.923572324479379,-2.77372140507564,-0.654263007243646,1.50464673286029,2.5001963904196,-0.0924725288795924,-0.597032312304017,0.22824718938528,0.188620127397267,0.879209904095179,0.76314248902393,-1.56651692688571,-0.770871987234359,-1.37689793363479,1.29144814364657,-0.789671960398571,-0.406954136189467,0.236733885671213,-0.806715305187125 -4.76095834975024,-0.527675587264115,1.1250689091313,-1.08227097931827,0.750468962102109,0.0148451331127886,0.638226509297892,3.26604767506814,0.800761265654148,-1.04528409911666,-0.409185511014698,1.55393208572925,-0.729240434950211,0.665683326698824,0.281162353713415,1.52126364806169,-0.962656581108404,1.72228057839295,-1.52302020354682,-0.773942543763226,-0.229965281394028 -0.637975991245233,-0.139871559492049,-0.21163689301712,-0.109227522561846,-1.56052286387788,-0.210841547542293,-1.08362965668496,0.0464064824887751,-0.372364883237349,-1.20272989583556,1.97194373889187,-0.711919308277879,1.9895357161358,-1.06797627545084,0.359673282847675,0.137076672283497,0.252161324957423,0.879789755283465,-0.626261904964667,1.71108799318071,1.25314576764636 --1.3721674236093,-1.58941141444985,-0.389056131844617,0.822972517649758,0.235042795683402,0.0413428690579458,-0.282647471039729,0.199786968684758,-1.12852145989572,-0.18584624050357,0.53645533306574,0.940141609558283,0.805375627982163,-0.366056819512478,-0.379809326779441,-2.56482923263851,-0.877308949191052,0.280009996606949,1.11671108119253,0.596059139878418,-1.0013564306299 -4.31755252223488,1.23410416568767,-1.82802197960721,1.04938911895919,-0.87299216054455,0.151733256151167,-0.198908510050261,0.769576173612877,0.212494278097182,-0.745404559684604,1.44697081954299,0.205628787156817,-0.0728159680348189,1.98663404180277,-0.410030970687989,1.02029573297291,0.125499188541338,-0.212143873523326,-1.08660070748064,0.232513959760031,0.713746167737914 -0.0644279177921631,-0.335454848332105,0.21368244333348,0.144884519684477,0.365334842212542,0.554058681824873,-1.39411484750184,0.252088555370007,0.649879967848585,-1.58977225040143,-0.28549163770741,-0.154073599586158,-0.984586278617019,-0.721201922320844,-0.464383365745708,0.458174540029508,1.35719604900796,0.824025218786251,0.481516633414026,0.481587152690466,-0.013327874412202 -4.30583447015905,-2.00100250680987,1.96010160498191,0.925765865680865,-0.995501929961243,0.165539105371282,-0.0860902455077234,0.173611878484904,1.8463790471111,0.0554614776511477,0.024449499060947,0.0614884814812938,-0.810015493681819,0.791024615681471,-0.177464608399334,0.905942321724376,-0.80397200993182,-0.465461488811123,0.852292728147663,0.949064417237307,0.525119546784439 -1.44253655628751,-0.0174584027383683,-0.0105021615814683,0.403437373639522,0.0950675743673617,1.23682164743162,-0.170229628088382,0.649338225005505,-1.10736771103334,0.668517706350226,-0.727946789791496,1.04898454596124,0.262577169274975,0.974755674211413,1.48537262759028,0.35611188457019,-0.956050252419566,-1.38466644117425,-0.0898370846885118,-0.415706956303537,-0.339431387900512 --3.65821301143619,-0.240966895843615,-0.139952641090546,-0.369972532258509,0.996724374882021,0.131913225738605,-1.79709395978687,-0.578430561633632,-0.962571442846828,0.353979200162383,1.34077491255982,0.279696813115761,-0.435179495504262,-0.388815281124985,-0.671807825114656,-0.298183897866066,-0.570226214230921,-0.950541605817045,0.689330167483479,-1.10006321056631,0.683719409338491 --5.85194152959797,-1.79198939892252,-1.67020884889157,-0.810133487223707,-1.61758306393986,0.918923627735331,0.889903644588637,-3.00903658766644,0.0237044296856897,0.771753693969799,-0.75393715044053,0.0963011968673882,-0.043433580979257,0.110878893671651,-0.284428581157197,0.941455577084646,1.25167292861162,-1.08510261342691,-2.14861478515658,1.7808827950716,1.15602117628141 -6.14450091173284,2.04969151122701,0.165921356082907,-1.51533312308543,1.94111952692065,-0.55903718702144,0.83950621429167,-1.39890693496816,0.30888272707908,0.566218859189265,0.449009856107137,0.242612904964303,-0.861603479451396,0.452492160825179,1.54312153064992,-0.413885378009414,0.991879457645538,0.0218406282621607,0.325477842238858,-0.278128326755421,0.868172712408834 -3.01455327284354,-1.11721761151088,1.09663768589528,0.990219105906137,-0.49426245988174,0.426613528026563,0.617314286946882,1.00643820967426,-0.482313491572274,-1.42042292863555,-1.36465486901647,0.315160167513194,-0.466457460999266,1.6402966817164,-1.45718376240752,1.51389691828676,1.87142232185556,0.0431845525395815,-1.27899636310115,0.685876786831007,1.67352923332276 --4.25357686957354,-1.35354954481764,1.07798379246552,1.08703361025221,-1.68880298483361,-0.414485499539009,-0.730248682096494,-0.978180710156271,-1.18779582324242,-1.19550783408923,1.29190010215066,-2.34131736082765,0.212573005657642,1.07464748759343,0.597138217516229,-0.380950282425678,-0.597198555282633,1.26529931233184,0.373954963638504,0.531871276889226,-0.225131725988997 -0.521134917721121,0.451302311030919,0.178009802053759,-1.2901899711625,1.05151782126364,-0.749629330074209,2.19236095702987,0.80921846296022,0.797227486770349,-1.59606712389759,-0.921529675976319,2.01333957729085,0.328550066437078,-0.90234053672816,-0.464522032727822,-1.35939773238713,-0.780225085105265,-0.888271879213193,0.489623450221405,-0.368802225433934,0.342283886970406 -2.19211429531532,1.0332274248505,0.506749127619326,0.339931232384591,-0.0471613811412178,1.86484002619454,-0.657039571421965,0.1450585592973,-0.373164474580428,0.191060694171921,0.675561349482861,0.291126039294757,0.520588842501657,0.279140572951797,-1.23363747994942,0.535148881865094,0.146258044261475,-0.708460986395116,-0.247706098522029,-1.08983199162146,1.16240775277184 -3.47367701978686,-0.195885695113888,-1.04699382183417,-1.05541278432686,0.36604834407841,1.19223545587018,0.649887513117761,-0.590666926982739,-0.609864092386374,-0.596869053461353,-0.294578921675194,1.73565790975387,0.912401758395499,0.366559623243101,-0.372566042716429,-1.03938628512848,1.28284558157101,1.70276843735063,1.00799919262105,1.08493429606234,-0.65389758757176 --0.793188592687237,0.227310386780745,1.62450423246735,-2.28959202937732,0.0357122196835321,1.11777600579874,-1.56424735736639,-0.671285172573021,-1.62566472979162,-0.849044675041067,1.51769851407635,0.6924272921623,0.573674909919528,1.35809105924951,-0.852943457009214,-0.227723667241781,1.13873375376184,-0.69454013273078,0.661935861560067,0.119103789731988,-1.15538272828414 --0.460203654350771,-1.10219974998749,0.072521138865683,0.78493777885566,-1.2624399334868,0.00971513097234705,0.976059584488549,0.366288953452864,-1.90700757039478,-1.22407239457229,-1.1680401635487,1.4503520907873,0.495934184239,-0.696747062604826,0.986282132138021,1.27918411750193,-0.0149389666689103,0.0818162630451239,-0.84255353339106,0.129222105395069,0.906674619256609 -0.260995238075217,0.95527736854135,2.03209824355817,0.682207028498361,0.88807155042203,0.38986846811019,-1.60707822044203,-0.128103116215296,2.00907429321408,1.92691656961455,-1.52232070353374,-1.70455343548379,-0.0180923034341101,-1.18777943933441,-0.781632264174092,0.0366956467214982,0.903805229619566,-1.06205966838996,-1.61622630591809,0.377786157273514,-0.0154765142386594 -1.09933919115387,0.31283044591251,2.07948889020745,-1.28228647740836,1.05555657823399,-0.182730880041323,1.37786968838033,-1.6213488759331,-1.30411999633863,-2.69949754342704,-0.277120232388516,0.750321080930281,1.53622813703909,0.455642622688812,0.861537835881875,0.780141398381522,1.36895387447507,0.122594041083033,-2.26092122745079,0.508172659689336,-2.79840239689727 --2.83180834505823,0.10100571319913,-0.445537747355256,-2.19066748369036,-0.610942168027892,-0.401777876629236,0.297966310821163,0.498795162476717,-2.58946274150162,1.66720823424195,0.594473761333838,0.936216846778353,-0.267242065436272,-0.380234693207463,-0.687185602499727,0.760292182141063,-0.847502073966251,0.811139002698004,0.135386121946729,0.92077746753478,-2.02899875728179 --1.41614443545866,0.748115414290238,0.637413900603227,-0.646641367085668,0.898392265396397,0.721540403801098,-1.16523015854441,-0.712125411797604,0.0949765517121836,-0.579940907837632,0.193433259547888,0.279850945546922,0.133958626939597,-0.954163433316222,-1.179510127767,0.179441961095155,1.24169344294476,0.0527933387585422,-0.0314032164849459,0.2918545200941,0.741236521967319 --2.2622494547564,0.998960894793609,0.0567554244041623,-1.30468516963335,-0.957923429965332,0.689687186847975,-0.564234501488816,-0.294866360273609,-0.606822878700449,0.762203047561289,-0.161429507628238,-1.23100287305379,-1.03616781644604,-0.992946361225959,0.98562477765975,-2.12187821965228,2.36881416120538,1.65807230937499,-0.159996918969428,-1.30687998488399,-0.145817794547361 -1.04283224638756,-0.732515309013158,0.451038243237297,-0.414561546814262,-0.519297796595203,-0.755154706405411,-1.27272276984614,0.542236940612653,2.4345607798547,1.05590084094413,-1.60217707273088,1.37017507800927,-0.392177347583981,1.85918208994811,-0.396228334502919,-0.468954094500465,0.00864173067452073,0.47424885978254,-0.0363118121775409,0.0655429866228958,-0.577131552129965 --8.17982136683728,0.480895240110787,0.933477763033649,-1.9126873977889,-1.80809102169053,-0.864651114634111,0.194014420317081,0.134842694057271,-0.170077257875935,-0.0580576321958405,-2.02090748248916,0.329558450797538,-2.16327797544099,-0.864431817551966,-1.23026080175349,0.583338600162538,-0.529538465915052,-0.785670734967061,0.138010406643117,0.839354111512467,1.06228787889196 -0.87691893391839,-0.989450308257357,-1.21919052706869,2.60630378734536,0.596857255006145,-1.22424647871573,1.79371471434169,-1.39333053778767,-1.09926307830233,-1.56449237104768,0.000974777641987548,-0.188122109974759,0.598578378671751,-0.501692335051901,1.35356159921664,0.0934550036974317,-0.709285609367948,-0.438311253519602,0.731239709334717,0.436947218962172,1.45638265649215 --0.833424812777903,2.22955904834575,0.891297144604733,-0.0811704132685804,-0.518195040499584,0.0617556372661785,0.732305044019632,-2.25962555989702,-0.35704122084573,-2.03764754686251,0.0927116612696685,-0.319474179447984,-0.410881476193207,-0.409430675969143,0.221642394386889,-0.0480209046069026,0.366998561331528,-0.978178407869123,0.901333309934128,1.13872101755534,-1.00555291992649 -5.19690459892334,0.456736599588872,0.974405176644513,-0.878825134384803,0.00756342910303998,0.871455505504208,0.0649018870016133,0.362543705706415,0.45514912899766,0.936483387660193,0.290738703523357,-1.06192442138131,-2.74929518495559,1.76876912964759,0.142945978098658,0.905909320340558,-0.890597529116976,0.316406884088813,0.505663064399865,0.783623285189501,0.872940708185243 --1.2608552873341,-0.0358154435846572,-0.291029570521724,-0.412002483864276,0.579250443007226,0.0215740200022978,0.106778477917401,0.0982715666727698,0.865843353592724,-1.97746022529866,-0.306172177775803,0.00699351545549365,-0.31833443418905,0.0258447933452266,-0.371298421886114,2.26974856861793,-0.124705757185082,-0.76000346221949,-0.0221472372640981,-0.360078863744912,-0.658194951421545 --2.85439817598869,-0.49044270641976,1.41338419938233,0.455428780166804,0.434435150724958,1.58854379434451,-0.982409547113571,-0.752720910096285,-0.0475009557539681,2.85261642526889,0.977601834309707,-1.61515077060607,-0.513972381195437,-1.95534164687873,0.759729352343694,-0.590326240540413,0.886084784662413,-1.04832985232821,0.0199185143179036,-1.21480187250916,-0.504929734238799 --0.86418743795988,-0.220566611180815,-0.251826850879657,0.800113896568989,0.0759102455265517,1.17899681092043,-0.570212388745991,-1.80126015849247,-1.6117612622094,-0.703416727523194,0.914921788783298,0.614761181302651,-0.460377862813545,-0.803151313451946,0.289357056098625,1.91726600731183,-2.3558895733863,1.58260205177195,-0.273064260724935,0.788416477218319,-1.11559409583512 --0.292918147243814,-1.10120936078499,1.66898183946062,0.664731441886958,0.25820687108209,-0.937927277687908,0.476468634940113,-1.05114447973476,-1.33661511601067,-0.298321233790281,0.594728657427392,1.69533136620576,-1.11221277858973,0.991320573105436,0.220336278294904,0.166171042053516,-0.363898976239845,-1.61147681674579,0.701154627455486,-0.196141748907365,-0.972487813735302 -11.7255002382357,0.063470471357051,0.306936851102891,1.0751291532926,1.29186906291766,0.714450359231932,0.186875547816887,2.39848776824838,0.508067915173523,0.875758795421482,-0.261100694425848,0.611934527843633,-1.27782819438744,1.43645698432409,1.43860328153333,1.08592942277984,0.708422393228727,0.213550389948001,-0.0644091057605123,0.733415931027473,-1.05225329572616 -2.55520494441671,0.583525933087138,-1.82909858000901,0.284231618096306,0.666576530616029,1.93508457304342,-0.327588509746997,-1.90946587500035,0.629055012685124,2.41881534416615,0.139162611467874,-0.823250874369105,1.14751802668701,-0.0395971122868526,-0.984192132001551,1.86595896156275,-0.792449354303336,1.21333729690826,-0.847736685067825,-0.18042365675481,-0.513917998660707 -1.9074796695245,-0.513358846194759,1.12526556857757,1.50025424290386,1.09352424601178,0.463060290137716,0.180039233062239,-0.752350335490555,0.325988741799455,-2.0551444008886,0.657879270512544,-0.534697470496737,0.198341412160683,0.0582352126147039,1.67537765501714,0.283914800725764,-0.263827484384976,-0.532395666285888,-0.818714757011329,-1.6821274336849,1.31220726274255 -4.2838662236563,-0.812552121927585,0.459485672134866,0.24070024262101,0.451971121345107,0.56418226526196,0.706411671313155,0.548076203099261,0.250808988144482,0.566808075533372,-0.872613872038086,-0.464099623312003,0.591399145135216,-0.984008022813896,-0.59845159767861,-0.236521026145,-1.19100386089912,0.410832961462898,-0.294987332402463,1.93230749697415,1.14936764964062 --7.15645569642223,-1.62931990551456,-0.834139400313203,0.946164208323256,-1.37688621263563,0.532399248945335,0.408995651259174,-1.64240248656003,0.0482588005564613,-1.31840109888476,-1.24069832511549,-0.988419487847927,-0.408455040640359,-0.728786589045072,0.347927434820927,-1.83891037097953,0.960770098171433,2.38982445180676,-1.66127106981546,0.630742159735545,-0.549203582698338 -8.71057312987992,0.568905706511775,0.420619177373843,-0.606878872417965,-0.31014327961816,0.341553721359644,0.406199954459311,0.899262975932332,2.02359535600367,0.520893748876123,2.35454229541406,-0.451297528107719,0.47734529319233,0.915331823004923,0.432378339935846,1.41289317152618,0.90442806625348,-0.355132867253813,-0.809444238406771,-1.44192266526646,0.334579334105648 --2.73792268252858,0.333783306704956,-0.643648855477507,0.405061789872944,1.11273897369269,-0.466508032342398,1.6329880557997,0.835201844604751,-0.43844698053407,-0.126824114821636,-0.54024555023758,0.293147311018062,-2.22496569058513,-0.0497476379853148,-0.094095517604258,-0.0203330333157231,-0.192060772818081,-0.381521893204406,1.07940579897398,-0.41176315735612,-0.502444436852369 -2.35412139500526,-0.211322559368946,-0.000885107591722195,1.79604684249444,-0.293381172429083,-2.19651073053901,-1.22192566160212,-0.20458056738615,1.18472978839859,1.1769661135582,0.377047990019608,0.605357272257098,0.0741241351646427,1.05526903355244,-0.210792629067294,0.519140958635171,1.68653767631324,-1.03989698590421,-0.192128305843886,-0.586050829669793,-1.85231783422245 --3.79611300816165,-0.551097930399239,-0.797374262330531,1.32210611422511,1.01263239206805,0.511856060601367,0.0258862728780814,-0.409649786301147,-0.6768991199965,1.16435164137414,-0.634759538030843,-0.0227074381145609,-0.354352345013704,-0.859701093219593,-1.20399347515845,0.457376594273667,1.08252363981011,-0.944686859266139,-1.18519618108205,-0.0800252176342572,-1.07807576528669 -7.05184618427609,0.258361128941135,0.509549452696661,0.0865668493844328,-0.140494111518664,1.22069119281043,-0.51527735569037,-0.893235227707064,-0.0323684823634227,-1.13117202511153,-0.0992982284230134,0.874493712831704,1.2917053749154,1.07661572184466,-0.171120323269067,0.239131696351134,-0.719813622217396,0.254760767970791,0.409190296925457,1.34562337749675,1.68903177102086 --4.77064619426407,-1.375210446411,-0.147377207195423,-2.13182668991433,-1.39998368273383,-0.489389463458734,0.212726697426415,1.25583942602469,0.426316178208589,-0.428744402966197,-0.560183210694389,0.131522568902363,-0.902304431886869,0.557541908263434,-0.18499424523289,-1.07734467901958,0.0374066363313573,0.762626899116638,1.04797812090846,-0.247613252019955,-0.636062913439376 --2.35264413002307,-1.4727541491027,-0.0353742587146855,-0.648926292370525,0.55723472152583,-0.520138758707795,1.47921937663732,1.1184894969896,-0.30272954236327,-1.06748220530848,-2.19029969558994,0.392579885949401,0.50683624817462,-0.500827417277697,-1.46392654568028,-0.618161081020686,0.499225831833552,-0.79675307072408,2.01721105363676,-0.819203994595696,1.68764783926976 --2.40492058974654,-1.44520967284587,-0.15325822057931,0.0690192188932302,-0.162828264236005,2.19109698840957,-1.12232145183861,-0.276934796516788,-0.422981180729313,-0.184169327674276,-0.513392824300115,1.27010551102637,-1.74794417404962,1.17339815422179,-0.718728653972344,-1.12433499648679,0.510082497554473,-0.230398914616944,0.487683281619828,-0.151224947477141,0.192557770991414 -3.70910870973236,-0.361288424621171,1.32009111669779,0.516136750312991,0.801708596797955,0.356524813122056,0.126682138844081,-0.741349974430655,-0.0331155254869128,-0.611023602702663,-0.899988756938823,-0.126103254203862,0.00968081296847208,0.121329805437048,-0.190027379235635,-0.120701199472657,0.851641067500136,0.21910956096434,1.46093600570128,0.42564684751512,-0.341869217826861 -8.1717134158217,0.79070996473063,0.0094097697056271,0.485255416122716,0.306395548444374,-0.442631842716029,-0.15612294335822,-0.506874048625984,0.586305073487249,0.907749151378398,0.953548521275744,1.16004364725119,-1.70607707591259,2.12469637130675,0.698321885883926,-0.207008941755261,-0.222692006286885,0.0388401850598281,0.20679035254295,1.08423058691186,0.739046114309645 --0.23247973839353,0.714657846323989,0.273564390799482,-0.63055841476676,0.511627284804564,-0.13820447463168,0.417711627901411,-1.58902689100569,-0.433715968099087,-0.838115348561532,-0.0790641136076959,-1.18055618427803,0.963356613244925,-0.786992428256846,0.446629191072619,0.502323086769768,0.470127959966684,-0.638192761949542,0.973133467646227,-0.113252140101189,-0.313352659348209 --1.13459790531216,-0.565153517298012,0.74892133871251,0.88364654395824,-0.345532862314759,-1.02281813764849,-0.288095723075047,0.471699383455865,0.232322494967681,2.48800859527528,-0.277672935163102,-0.0728819877989253,-0.71716229813236,0.64560971582214,0.436563004976205,-1.95011017412628,-1.52105140585476,-0.563634213096482,1.34656928925337,0.421181342086667,-0.740531219551367 -7.01235932649649,1.41801430342912,1.03022816093058,0.796430734890436,0.940293947083006,0.169313995466604,0.176223561180318,1.32346558476382,0.158313027064921,0.433519948784248,1.24690949120496,0.596324869986761,0.355901431479397,-2.01584565516041,0.894596123565323,-1.09253408742501,-0.160243162204978,1.22645106391658,0.304736874536742,-0.662006807336935,0.547573258892515 --1.1826378002377,-1.14575678099,-0.484378831952311,0.0407135951015315,-0.334657017723389,-2.19324017269364,2.24315169965022,1.30799844840645,-0.647909420114892,-0.372210244696426,-0.361933018298561,-0.80342796896994,0.917961152566214,-0.448076884502258,0.208081084434724,-0.721324201446256,-1.3335684658928,0.322386957598837,-0.744785462227611,1.27991251931205,0.742666755599895 --2.10875548963656,-0.492817822952378,-0.74137104693082,-1.92643954143645,0.652892511513139,-0.598158762850719,-0.744234068512516,0.479103278799746,0.687684247586961,0.856393010820961,-0.996789568284258,-1.36768653057104,-0.440645486822097,-0.552378795063421,2.25049551508819,-0.943195091463486,-0.433697774482102,1.07201407091005,1.93427121918905,-0.895666235817444,0.307512935436607 --0.772013591982258,-0.73305227365599,1.02026135246329,0.93833742040662,0.921450406880913,1.00954751198663,-0.646796346030945,-0.97772434276402,0.820579893814186,-0.886144042797751,-0.491573181930293,-1.01743072463425,-0.938802829186085,-0.251914621174705,-0.120737346703263,0.885052598333193,0.496960313515121,-0.349701825159508,0.995819167435999,-1.21324068296421,-0.363721446331621 -9.62106693842607,0.15923208035453,0.0894758504502397,1.67976325372091,-0.0552576071788696,1.23096543133823,0.115664388156264,-0.249357409279773,1.1409366215478,2.6615579936473,0.692675066273477,0.334095984789752,1.96343700953806,-0.828298233286525,-1.14239600975233,-1.27598559726492,0.954335637042197,-0.0482078384230335,-0.575619735976055,1.15961526858194,1.38481174187021 -2.95960241431844,-1.75119295921948,1.58897924350731,0.137293640757264,-0.390719249657538,-0.78720921701486,-0.818889309463914,0.3855968335863,0.809526622605925,-0.984955801057391,0.104813535644238,1.52256666779166,-0.926695954138307,0.300622192334943,0.20822208316457,0.160181155082926,2.16180949380548,1.05804052106589,0.390488910770566,-0.670667087587687,0.0655454367110136 -7.13672440197269,1.18483086705245,-0.704439363676196,-0.0868880772552953,1.74215057653325,0.39501690370798,-0.0445747277787151,1.49538424968452,-0.0840480655309103,1.19093238877625,0.960997149116249,-0.570085091698348,0.508443070868424,-0.130925752376996,0.21125836958977,0.05503479565255,-1.55203906027597,0.968012930483272,0.775686605191165,0.273345445371718,0.32051265592134 -4.34908111022659,1.20703160102077,-0.768845076987925,1.73263528503799,1.15804960217945,-0.111465264699883,-0.606421480316996,-0.0986229117789441,0.806840181178665,-0.310266082865744,0.959627645508305,-0.367445925980181,-0.338378256597686,1.04705554216292,-0.652920432978246,-0.573721011522845,0.0038975539730482,0.490080490751829,0.470904838304217,-0.762574642275601,0.466958419605858 -0.452877750295998,0.977649326530504,-0.146418811036952,-0.860463844901671,-0.299568242407575,0.778960964458548,-0.620979759362492,-0.110522526653557,-0.950997627782473,-0.182282959434858,1.37691284165272,0.656514332834012,0.405737772902457,1.2965077246113,-0.173001545171752,-0.045063185032553,0.399686981025085,-0.689632998960709,-0.265795328872055,-0.358662672326895,0.555959157739579 --7.9993654533849,-0.0819917440431946,-0.418996052411357,-0.495661808372507,-1.62751666875237,-1.85116275706655,-0.900385396320202,-0.56230059591425,-0.739494492172245,0.302730239438893,-1.09433900560378,0.783515817313056,-0.250081070012099,1.7078593246029,1.10488659743538,-1.62575001808046,0.648266513566461,-0.257027922418007,-1.87608351440279,-0.317707922856297,0.215970251816631 --1.97846880564879,1.15626342259789,1.50008326853989,0.225120340369207,-0.813152015111174,-1.57123579007829,0.228113049221411,1.04261922706352,-0.47483304649515,-0.208695153716481,-1.95726154022132,1.018258663259,-0.743065850485223,-0.598207238911833,-0.284761751015628,-0.702317886412355,-0.0846014618072252,0.998085506661971,-0.690143582381477,-0.108937810183403,1.5103440904339 --12.7074683906517,0.486796336752512,-1.33970794728555,-0.691065586506598,-0.147949145959636,1.43841784565901,-1.1221157698546,-2.15786209907839,-1.92142249301996,-0.421963267750125,0.525939376048185,-1.7362403415951,-1.19778700447191,-1.35013602364009,-0.389392411670399,0.281436994900316,1.21726294007304,0.625732315060769,-2.19697360705853,0.82550082399919,-2.20339085318501 -0.61125029585299,0.95884866279506,-1.14083233683371,-0.579235930095973,0.306839946146081,-1.64694259291277,-0.872479775032838,0.438681209715871,-0.405289670352017,1.23151880147078,-0.388884083916352,1.52181411848927,-0.257428808884653,1.96597964765961,-0.0475068965299555,0.379211685521898,0.0194049532807815,0.125851667171302,-0.62187099811933,-0.018138974369694,-0.355546346577054 --1.84182047830231,0.177792371188778,0.294782312898116,-1.30593912387387,0.932188250667776,1.83947167538195,0.0813206087831002,-0.26576901903048,-0.829800567026578,-0.692448828735468,-1.9260786186775,-0.0415878616429488,0.509335503145982,0.528636447447817,-0.659716961930168,0.343735384987557,0.800306096903303,0.140454142450554,0.158468214856218,0.150315148644674,-1.95702261763877 -2.62614620742232,0.292250881034058,0.628203222380398,-1.30290199733879,-0.299027706308738,0.301562140779204,-0.845468180159047,-0.465192958337334,0.197427107424594,0.818565946677342,0.355066238131791,0.256866100867323,-0.125457487092301,-0.0385766242697128,0.447240818280358,0.244197297641984,0.403133096137895,1.53459061183967,-1.12282850339118,0.0625002625897425,0.619031037925333 --5.73494050305233,-2.11334068465336,-1.04782782418509,-0.176813150377486,1.48185384150873,-2.52702068367881,-0.140190301208326,1.24101193074526,-0.365428008819545,0.980541694500291,-0.759600940792214,0.151865103133331,-2.55212885952592,-1.10662343769786,-0.309810551151442,0.481904733933818,-0.653913760400377,-0.527915757556267,0.572033825836005,-0.239772824453418,-1.06565377160801 -1.81799669249609,-0.538047910821091,0.129800836724654,-0.495756939747309,-1.33077317650141,0.527501932287212,-0.488269838961483,0.593919498791253,-0.759710033009006,1.31762708292359,-0.630755413881502,-0.142322122252755,0.740222420917443,-0.446006545345006,0.416170339197907,2.61781349234545,-1.30762420086479,-0.668731269949965,0.374495631892096,0.172252537965575,0.903110783407465 -9.84408569241149,1.01402558475317,1.40554079768714,1.73170166362352,1.08028340668841,0.517780921207406,-0.98690882840448,-0.0680307565500989,-0.0709672124365882,-0.81198926504137,0.894161426168818,0.939518914998387,-1.19464942559836,0.445719612127961,0.48943866625012,-0.500269098395406,-0.832254116004966,1.5321522683072,-0.411573139631197,2.87431558346684,1.54458818316477 --1.15619084729577,0.101269641473852,0.792076867747625,0.793531268257707,2.02015418963382,-2.28808319639641,0.0222253163080696,0.0347369411607625,-1.13888155478133,-1.40391511749188,0.763661998957748,0.505465283536645,-1.48579718284811,0.903864339982218,1.55966749426896,-0.781007537095985,-0.656895493867743,-1.75608191215255,-0.114932623511769,0.253405801963048,0.590265607903443 --4.13066340806549,-1.21870737154808,-1.71963695850722,-0.921505230366686,1.10743049981966,-1.97378210635989,0.835541327365935,0.282390086744484,-1.73287834811016,-0.758713910036313,0.954937497216893,0.0531473526450135,-1.54428326560264,-0.902538780380291,0.64656093136849,1.02621299981682,0.31189343606548,0.474175609454441,1.28789950172154,-0.737589751233927,-0.691466899294067 -9.05804762846196,-0.958376792791154,2.11245156225904,1.10239070250444,-1.06890608748641,0.782360452202209,0.699962004455612,1.22456258398934,0.257687436273589,-0.432817306039241,-0.685555128358816,1.53260500003464,0.585598875475623,-0.200894494715116,1.68186611488473,1.6383969813773,2.71499318447251,-0.65215505852429,-0.798237416096537,-1.26012524587442,0.152352962786035 -3.09156068239778,-0.555797484605983,-0.805775140196781,0.646334341717836,0.159911462286085,1.85155277235409,0.198194138142458,0.442425214650255,-1.4605521349031,-1.29781962012095,1.05802910538439,0.50291187615282,1.10901664142406,0.02037636181183,0.993074863099584,-0.149250828579127,-0.592594137188328,1.39690168592584,0.841851535919372,-1.22873545720748,-0.0603556932643472 -5.36790810073087,2.12187591164329,0.242817662665447,1.90352856824479,0.825927167861669,-0.336544941786671,-0.711328583188016,0.394818070180138,-1.07990492041193,2.33833610047544,2.40016119244666,-0.528208188527606,0.256036921236746,0.369683798526651,0.350128677203961,1.15859034111068,-0.799550920228141,-2.83811546899857,-0.0838003498794675,0.856942916989944,-0.435954165813493 --5.57639324292595,-0.179589987560952,0.526649677807689,-0.564639142324375,0.260388215803429,0.0698851609117596,-1.69060460231748,1.20783407702939,1.04389935009667,-2.5712024395967,-1.05419033730882,-0.420819651493638,-0.510761402147236,0.256617534920517,0.340635237245974,0.0546387199523864,0.568492760508572,-0.403559147710417,0.700882201972868,-0.376745199673896,-1.00616117329954 --5.55339178714669,-0.644735408242739,0.491020092098264,0.11510769469524,0.171967682657029,-0.168721899940759,-0.18621370045829,0.384709431132634,-3.73387569041184,-1.45228682885089,-1.51175171604251,1.34975239205646,-1.77613538089544,-0.972150868676379,0.156863775386819,-1.04582852302219,0.0152108722473546,-0.0287272273718946,0.177815254474215,-0.0203279435193959,2.26144896056382 --0.248563924318936,-2.09258377175654,0.309165005804204,1.22758461298364,0.330448609123124,0.308673121454326,0.548438854939821,-1.92699937785054,-0.900337008613004,-0.18323786221627,-0.130253373556339,-0.236169481822053,0.453270594533221,0.221262503696687,0.545363528763185,0.330654698263067,-0.551266404608742,0.504102064996103,1.22597921833736,0.370749597306503,0.465460860453103 --3.98425806381353,-1.90187083769886,1.7713548919553,-1.80729565157714,-0.737578482832211,-2.0443210760874,1.05872489792723,1.0632014041891,0.53474270719516,-0.950901590381437,-1.43352832136722,0.561618439762431,1.82686477633323,0.660483611678184,-2.88533580398648,-0.441299469447155,-0.50002793389253,0.503880573216655,-0.258372453866397,0.953946814846496,0.338727972047192 --0.367643921728538,1.22225027632159,-0.787699732239002,-0.034055858577882,0.140514329353067,-0.857790038622902,-0.763996278655089,-0.313628901922491,-0.122700551519004,1.60628161666997,-0.328013606297474,1.0763904777873,0.839337939214719,0.811167719201126,0.604504704583231,-1.18553009554454,-1.53217545800464,1.72616029584142,-0.12135414222357,-0.83693429780827,0.209202694205852 -0.849041298389997,-0.851220441380158,0.888972738845194,-0.30397308568894,1.25650797846379,1.09551248629552,1.53995689578974,-0.735215928146511,0.332427265516159,0.153153858249249,-0.33646910577751,0.34439745885875,-0.97955983233197,-2.08851497692021,-1.78738589574754,2.50706194235243,0.152413249255891,-0.433839705633637,0.260060755759644,1.04824149408788,0.912229987609856 -1.22471594088928,1.62120288295757,0.866778624111624,0.404109334687549,-2.13759580400989,0.532813444211632,-1.23134264591864,-0.119140693231743,0.174734617611996,-0.185268680622127,2.41610764726363,-0.423652468739131,0.14218788896254,0.530807800499826,0.124253572664008,-0.404094592931528,-0.636364754233871,0.410261208172872,0.129109931365753,1.07908767430491,0.00466263221405118 --5.35482944321139,-0.329102801964517,0.250253755491364,-0.640621986615805,0.570661498043094,0.853669914383938,-2.65630378929151,-0.41831373296166,-0.323674483338259,0.451764212008177,0.191911580014858,0.751664145278395,1.79262117833035,0.536093737319516,-1.56708242128133,0.504275373939093,-1.1375439158005,-0.439445910900985,0.0439817148149747,-1.37024929947641,-1.25204454826823 -0.205519594474536,-2.32640952744011,-0.711700660340255,0.61681419571998,1.62959455455203,-0.870021992807508,-0.113577659332992,0.932070632525429,-0.565400766823699,0.242096768492674,0.214332837747233,1.17087212648926,-1.37315470686094,1.13793620750501,0.0338818921537124,1.7397806492466,-0.950721623283001,0.0877060591228612,-0.0959620644234561,-0.614376739221272,-0.112243683739553 -7.67826925306338,2.1929979995365,0.585222304058695,0.197829090493493,1.07201318475427,0.0638881956150098,-0.516539629404715,-0.530009615585435,0.28937648418717,-0.756481120432629,0.5652598825175,1.53925499560322,0.308313575594132,-0.537693861190643,-0.514421612308178,0.104596895276348,-0.262272259996266,0.339607851247376,1.027856847065,0.641687236152094,2.2426336121599 -5.33446452987307,-1.08247997639693,1.64534770000208,-0.655119496582444,-0.568791604632741,0.919862257030229,0.458178449291786,-0.145227273950645,0.22182834568201,1.99547656271851,1.80747629931914,0.0820809769549607,0.164489735629445,0.990493536839116,1.90879310887179,0.153532124198595,-1.30302058456059,0.296201357135903,-1.72831252489298,-0.586501897599234,0.174481083522464 --1.67312817400735,-0.506360967360063,-0.0509118031899372,0.72534921943963,-2.16042079430505,0.398406737084234,-0.991977030973608,-0.0808434358668393,0.815109359892821,0.760650235426213,-0.331713492848004,-0.0513845275442703,-0.441185455365091,0.780287370554453,0.228758853943112,-1.11908202396385,0.757826854287223,1.50163054967523,-0.926299591723832,-0.763297786849215,-0.485923437141598 --3.68146956839328,0.0959189568330369,0.951625049120105,-1.46493054464426,-2.77862276425541,-0.0509886452316662,-0.692113232721568,-0.309917961241833,-1.82799370463625,0.0763791825700337,0.661780520859078,1.37156020957554,-2.09365271744816,-0.533501960217748,1.24999769115183,-0.310899729956228,0.466859702203417,0.634018204621027,1.38668720857845,-0.738043079367218,0.816842208328974 --0.987957813888049,-0.120165257941563,1.14424904040645,-1.0054130296186,-0.334361959805555,1.07594172994685,-0.0136577530861488,0.986679620316534,-0.975837216758562,1.21586351031853,0.94834122272013,-0.0291486887323158,-0.0879335617869897,-0.0648898682142999,-0.66879225669946,-0.564626517269674,-1.04394809677753,-1.61773850989992,0.679697988980447,-1.3728974771163,0.880335518631844 --4.0706385185189,-1.51866762967456,-2.03363048365831,0.84662258375638,-0.0941161976047828,-0.0786061339771395,-0.271626322644492,-0.114861536562147,0.128260289396658,-1.75411764620151,1.49934683429826,1.2843516384746,-0.953846341741127,1.69626736090103,-0.0827095367412602,0.316944638990066,-0.949270897503512,0.743138168103551,-0.151617205104032,-1.32000732761803,-0.0952694855194218 -0.780420225772437,-1.51058506284295,-0.820518338163188,0.438273491804307,0.651120492832034,0.235622288299574,1.90163321250022,-1.03025381896355,0.0185139231662797,-0.667806646620024,0.734059637007706,0.72029957848503,0.310515551942949,-0.401971498599769,-0.45791524605749,-2.53373696449147,-0.612417564400566,0.722727321351075,1.0284929864801,1.34911801644127,0.251757173697618 -0.623361382877635,1.3956049282303,0.707420925449199,-0.165313532703569,0.328919042641562,-1.53579108235912,-0.849297568094153,-0.0420816973709762,1.98410212388191,1.35025446089596,0.029738888473841,0.420742009356916,-1.66841137244813,-0.579992108082839,-0.374995678154659,-0.694034168964768,-0.205513801864636,-0.741123009535023,1.47233740351299,0.458867451131425,-0.599024673545206 -4.45465001680236,-0.708421944079962,-0.39894653756032,0.635772172894273,-0.353813578045504,0.408493366184644,-0.336637944045494,0.221720064533375,-1.91025265318256,-0.377738948746932,0.941904024673783,1.33898021975247,-1.00906475098309,0.305422109313202,0.233939369614,-0.0671926004430981,0.0593932863233854,1.1197956579201,0.323580707199278,0.484501481442599,1.99209072453651 -6.6501619403687,0.827938353109991,-1.69845951618805,-0.188793535641171,0.154987269729607,-0.0317566488996271,0.957807462928047,-0.265594059995597,0.315972894822543,-0.380755693076488,0.825777314358252,0.346802246720654,0.836330158718553,0.527252512016734,-0.279407561411874,-0.0223031975876277,2.09266039998745,-0.537544326785827,1.14821335570487,0.874303171613391,1.46054426915379 -1.14644960910799,1.70775583721357,0.739535447784279,-0.809967121452241,0.433252825918478,-0.163350651273129,-0.622586994013669,0.701302745692695,-0.992432925041721,-0.111545881330127,0.888030375941467,0.566669410825761,-0.853949873141895,0.751439975705121,-1.14998655277322,0.413501165904481,0.150751681649627,-1.10822143295329,0.43539277146052,-0.0586533730481552,-0.718171427467275 --4.54983977731091,-0.779166556871574,-0.783839669845558,0.246218090611403,1.07334567187735,1.19886412785904,0.211275000377387,-2.35697163996926,-1.78133743392123,0.264532054633209,0.3567764405302,-1.58845036033421,0.417387256440239,-1.03461087606663,0.911765736486666,-0.337223514826056,-0.888848537380061,0.688860673484736,0.0854551105313417,-0.26050717202505,-0.375400880440718 --1.16135097418674,-0.706899068671983,1.15004154211726,0.289510918060084,-0.313142372407346,0.964060853402866,-0.308399863015938,0.477017587307066,-0.0243590016818966,-0.828280772278688,-0.410249503036237,1.21883643331997,-0.890344829230695,0.451085606253918,1.48331289192314,-1.83514154280569,-0.716051858933813,-0.470055715456091,-1.51933218515622,0.918581726145314,-0.703117976839287 -1.25423097689037,-1.99290251051536,-0.807183943971358,-0.455785309538889,0.99896274508895,-1.51772264697195,-1.09494753571923,-1.1498928100861,1.70544566314902,-0.357108361879557,-0.00350811161017873,1.1733237557487,0.782261967426752,0.163309534391796,0.122281851195825,0.789344758630191,-0.217008112398804,0.82431304213429,-1.50390480511257,1.39835031136678,-0.0155184784407976 -6.03934647100707,1.89987653291093,-0.28512299873993,0.902470797652522,-1.17951351443392,-1.43904079249576,0.892533381805032,1.49271014389068,0.326302842405453,0.723377474360892,-1.30802466841133,-0.349289233771044,-0.864169541040483,0.585399409155233,0.326383742265993,-0.235737739967312,0.469226883129592,0.526469155961638,1.59679214996658,0.793907201684986,0.286674885413147 -1.3376372040952,-0.756206935872664,0.694777745006899,-0.217602164955508,1.45973842327034,-0.200910498052722,1.1742639651764,-1.04436084024306,-1.7280337832173,0.267244223001069,0.137004804944439,-0.736268096656363,-0.332287369629174,0.644355645746673,0.807133642951354,-0.0272120401981702,-0.00184414628715608,0.222629507996418,0.677593633531916,0.259472921886432,0.235715803270433 -0.328505195404782,-0.377955779724224,0.506544611442899,0.796241228797225,-0.274208970805409,1.68569382850626,1.36994458528277,-2.31896756966068,-1.38375095000608,-1.51455518702815,-0.438679295679782,1.37215385276979,-0.605166151702665,0.974792969545556,1.36897399263723,0.49445388778734,-0.399368845825569,0.264100325482108,-0.187070080017209,-0.958454705190089,-0.83597053862258 --4.69839924337152,-1.36395480148574,-0.395495535622728,-0.667615811261951,-0.433569942176774,-0.233373869404232,1.69692474243047,0.744693535011773,-2.42662316440405,1.85387755421151,0.579086500552781,0.576203629090237,-1.14618261656594,-0.385658277389165,-1.33909836511706,-1.01292303366705,0.170535850763303,1.02604549249702,-1.29488450762279,-0.100603627662117,-0.440354331409988 -2.86786600025909,0.74195815930761,0.61265478522937,0.575123955787915,1.36534061832944,1.37225759205318,-0.785634407082835,-1.30217380871484,0.411436582512561,0.29826669543933,0.00249190646189795,-0.167005832435954,0.514112462810853,-1.68577950463762,1.20351677584577,0.457806717986434,-0.584127183796579,0.688642636876325,0.0276842620730406,0.410679698790506,-0.572798950151745 -4.24574704330792,1.61097599601383,-0.233414479824185,1.21266714073557,0.382622600624454,1.08920060850362,-2.65732108373143,0.133023737221062,-0.88571642365925,-0.43039820077333,-0.394408786357289,0.510759337184416,0.484480290202388,0.71611687260666,-0.315868382942405,1.56059820628644,0.105040899782173,0.174554752963923,0.441789625611962,0.174698633940495,0.258845194650553 -3.37657684902577,0.227387446895332,0.949419270563488,0.120063957881641,-0.667489656515436,-1.5603291569442,0.477651779499016,1.86880017647605,0.49397604202045,-0.2684009362325,0.993472569043007,0.187061588829856,0.0388345526064017,1.28957476322395,-2.05213235729387,-0.0130285184925124,-0.132789423886092,0.704910492404559,1.68701517464668,-1.77921166379692,-0.430679644572124 --7.15054112255066,-0.400515673917362,-0.00531150383562934,0.311810157855685,-0.50879784922544,-0.814215907402958,0.926111456281056,0.303592055930903,-0.0982709803874047,0.261016129412707,-0.75121541230219,-0.571544392157153,0.465570781198071,-0.651011924482698,-0.0233285580324887,-0.455762492589947,-1.82379106677847,1.43869899929369,0.420988076807697,-3.22803241676767,-1.21228005305849 --2.34474978615185,-1.66958039964306,0.297882515217174,-1.42588718677371,-1.0127198420213,-0.0221575528181364,-0.431912901946948,-1.1420148630017,0.601978252477137,-0.310088387286996,1.5346441751369,0.168488661037714,1.2590797302183,0.230602589300737,-0.739117127483571,-0.314064980523653,-0.00562421560135898,-0.17234913409284,0.509840449011342,-1.00945799198569,1.64894018157583 -4.71105030277607,1.4907010973021,-0.1502349177234,-0.550654227571266,-0.26543516789095,0.986753910492996,-0.146306171763145,0.434548054305923,-1.19668905692101,0.19996719061615,2.37754233957134,1.39826412634585,-0.675301049036477,2.23282220922969,-0.354879698540213,-0.55583238138557,0.898529303466754,0.00568903534115624,1.04391103721695,-0.964760740168017,0.940681135903631 --0.936964474439921,0.691487433198398,-0.652084185205711,-0.154820106181806,-0.253600345249391,-0.900437092305773,1.3055588436787,-1.13136669534374,-1.39396198557099,1.45279153941599,-0.335881678031562,0.0411591574557589,1.32855052578628,0.402737259310141,-0.912790969025082,0.283059164158348,-0.0776728373364582,0.237545730225262,-0.881628939149108,-0.103709777049519,-0.337653621898141 -10.1525775970656,-0.0409774766647957,0.0317848045061167,1.59617695539831,1.35053562554347,0.482036789772977,-0.468263850063789,1.39505685503801,-0.705316296358598,1.03126135618055,0.0498814847885535,0.746047446398171,1.38169339348268,0.532909368461229,-1.1356557500436,0.351699884331165,1.66177064707427,1.53234519751534,-0.280264377402633,0.212734998538266,0.0582315855848015 --2.57450062580694,1.20434485267842,1.07200186325715,-0.13703618542862,-0.85924344957568,-0.902891256273565,0.617702602553377,0.0738819752186446,-0.546783000879974,-0.53267884537178,-0.766804124441131,-0.459166879851102,-0.189987840336169,-0.00286402724037264,-1.21830885250976,0.54675404216421,0.239037953432383,0.22626662482635,-1.68077684034374,-0.913258061006231,1.58161419993136 -2.16913105979761,1.29851496357034,-0.28299521385874,1.86305761338666,-0.0645353341893612,-0.359347621931794,-0.0704372175541428,-1.16258643562703,0.764191851857302,-0.804074493690197,1.55236388229434,-1.7811680768185,-1.58330029546201,-0.627245589824043,-0.279700925037023,-0.273751769029746,1.38374469241701,1.05215735916118,-0.989928016130559,-0.0934077942759962,1.10032609908194 -2.91823509193832,-0.462217020759918,2.10526739969842,-1.43894243283419,0.822342619743818,-0.1379050984201,-0.294442942440439,0.559929239949766,-0.532304737906783,-0.97365819934272,-1.48479720225977,0.70168112928987,0.840410807248712,-0.21531887964836,2.47057920569873,-0.177498356530634,-1.07743950430606,1.09915910177094,0.165194795065015,1.1964235841275,-0.159353398713844 --10.0672448772679,-1.22577374782218,-0.388929799205887,0.924547534951062,-0.65114664426123,-0.445266403840093,0.302592220921762,0.733517585759002,0.557950237470129,-1.64230473471768,-1.10551966866302,0.175305811044175,-0.407910460590086,-1.32367600829025,-1.56457438850755,0.0414877989436176,-0.208263724519358,-1.40179700087054,0.367468625918251,-2.91055946998696,-0.486072312706481 --1.79074388603766,0.963266754105759,0.745467852024388,1.31399639227153,-1.14144374246844,2.10172224779321,-1.23188230457257,-0.703669177654533,-0.945758879811548,-1.39379213258548,1.12856824357976,0.642983894061564,-0.574496895119492,-0.137041298076213,-1.6068353260076,0.1236182198502,-2.01930173663607,-0.0366275346725005,-0.368919793749556,0.128403275724881,1.92501118140935 --6.71764708912598,0.693211227960882,-0.213497545007977,-0.704277573212415,1.28871487949043,0.132537207766333,-1.56749188514629,-0.0425331927936112,-0.0576166722734862,0.0254877791361415,-2.05810368399766,0.151729362727952,0.556740230400904,0.669818451836495,-1.18898596128855,-0.298185907157067,-0.594511737285373,-0.266127562043907,-0.720442831524977,-1.04468924570315,0.173468055075607 -3.88648835603011,-0.501393165926139,1.35096004310876,0.559696925125674,0.846636906243733,0.104260896682498,0.462820606357716,0.968695814709631,-0.529354629068078,0.62856887832397,-0.678091933952992,0.218445461293267,0.291182068121456,0.62379017174925,2.0586881128842,-0.954921012171056,-1.24362377279328,0.466532190596639,0.105744931922834,-0.378622179754071,-0.980429667639725 -2.12948274608548,3.15397141698372,-0.220455259015352,-1.22153342216517,0.213133476372002,0.497540770182615,-0.362720122977402,1.20627565982513,-0.470852252877507,-0.383399254931867,1.215228996747,-0.819295875475004,0.440535038197273,0.683744705367931,1.13386807180494,-0.343556905663798,0.613102584533398,0.285115123557425,-1.25608288380379,-1.08035167825462,0.124136649161758 --3.84795723562298,-2.54910689501694,-0.367812288811167,1.1977063689597,0.413646503885163,-0.45457742213842,-0.748824169945025,1.11918277728513,-0.970334398136708,1.49011995073803,-0.607746987051898,1.60109837205248,-1.17941596488464,-1.55943930118312,-0.878462151052008,1.3378988043712,1.8372918738668,-0.841559021224433,1.24376420515658,-0.882304382224241,-2.19937729051748 -5.32573682352259,-0.00813808482908667,-0.707245431614091,-1.52933640201173,1.77921063880472,0.461767731699483,0.0903998525563219,0.633790758079739,-0.357954850543023,-0.721699294882638,-1.57144186203458,-0.245220296257799,-0.312378769568389,0.643584691585932,1.00710605855786,0.906894271434726,0.563704740710636,0.374274763592898,1.53355393918546,0.565219869600008,0.56075421437972 --11.5736914609093,1.1387806409713,-0.632482412803412,-0.499121745973019,-1.10881728950405,-0.49241697376371,-0.671346371615118,-0.421634841286928,0.406425263067434,-0.696208171961817,-0.0995858146523628,-0.272308205506699,-1.30538652389235,-1.71683607939947,-0.190594858791971,-1.17315844642966,-0.908914628882654,0.311433142939866,-0.873896226914459,-1.05594121298984,-1.30394762001608 -4.90310626705404,1.48234646794641,2.25269618488441,-0.333698786173668,-2.86787376705147,1.82212007412618,-0.263110631264668,0.0206163367400013,0.884059302287724,0.946332679414853,-2.43328373369234,0.612230404835878,0.587290321896985,1.04890978661584,-0.174826993910971,1.17200710308864,-1.12840686264627,1.00451608478446,-0.667116712979245,-0.0140496584355197,0.178162871566052 --9.43684791971505,0.975845008963832,0.442316929422613,-0.661205562472877,-0.526620881214268,-1.21033197787097,-1.08087369606185,-1.9124969392837,-2.07522050968983,-0.93198030543794,0.724630440388167,-0.802327356012577,-0.0436061269840834,-0.00540200464833718,-1.12223336867394,-0.138571036781894,0.505443786929379,-1.81195094765379,1.5916543554127,-1.23479903406141,0.535141425303052 -1.56147597745553,0.14835029328322,-1.22244793744672,-1.20922999127055,1.19638619115609,1.07473026067524,-0.776062796749785,2.35010530305918,-0.0777464745385169,0.752510082064151,1.08076600083085,-0.977839279685093,0.091882440112402,0.652933331252982,-0.154493162578113,0.106775178351275,0.596055109273446,-2.43053282975108,1.07432179986573,1.05679480952408,-0.0749376413224532 -1.98157128660618,0.788908757307724,-1.23370804336818,-0.787747279165759,0.674986115228577,-0.466641091983754,-1.58709377545504,2.1529453530354,0.787429348413112,0.372430052273989,0.667926071908492,-0.545906124926497,0.27291862463584,0.530583225911554,0.0677968417642257,1.47243133521708,0.990220551275396,0.0549761075581176,-0.217235685200613,0.132326743827688,-0.813409431648212 --0.355827360394508,0.557581219707707,-1.06558404663261,0.274730874904182,-1.24386409224103,0.307476925443838,-0.45409238991621,2.29833807582648,-0.109702439473466,-0.439957852563354,-0.624022074234509,1.55776215852547,0.662465832879068,-1.87121784915951,1.10551535806115,1.28759758893572,-1.62073082102848,-1.24250831002719,-1.57467153711765,0.0948964368817222,0.722161042944369 --6.90146582984089,-0.0273943930429063,-1.86577301020851,0.788786577653096,0.224750896780078,-2.39789001765869,-0.19561550699996,-0.636556175513973,0.734840971789548,-1.3828215114974,0.180138343129471,-2.11810511260021,0.969180278540451,-0.297770039323514,-0.190686422033838,1.23687982789822,0.600402262109415,-0.195030274977546,0.782403595784839,-1.89270507603031,-1.0202601897812 --3.70262519279236,-0.877074958800242,-1.83759141253934,-0.6318818668512,-0.201191815695868,-1.48858191268166,0.0711765914755139,1.7369864133726,0.303791982732772,-0.352630615311166,0.458139841602943,0.313020898912755,-0.473873542446541,-1.09401066725279,-0.0422641090091602,0.119388332053516,-0.535191552822245,-0.194175531100918,-0.763039443693595,-0.08421816537401,0.178028024625544 -2.89191499444087,1.2162434707284,0.765197558241868,0.187890823189082,2.24109925457954,-0.656109437210893,0.749357093727716,-1.81015366486244,1.28395422049744,-1.32574809771454,0.825201228603633,-0.369694603762258,0.115169716067645,0.80622241301908,-0.23362385126468,-0.26769632856815,-0.818164781309681,0.268186060863046,0.101481808135857,0.188436148303891,-0.17262722200692 --4.30988709610162,-0.351249812274922,0.746251731944069,-0.640654974247729,-0.265698455262828,1.79342414144989,-0.43156575773303,-1.7751355741075,-1.09186053970057,1.34868917559497,-1.37118690132943,-1.19566988281491,-1.49779173644693,0.756378070145867,0.451704229567607,-1.60692704255478,-1.8724827991567,-0.0318801902236164,-0.396185856899806,1.65188162063782,0.631451985988573 -11.3757758415471,-0.294393117373541,0.906349546605035,2.51601216379628,0.833954546928198,0.467649849958411,2.39791193396849,0.496102609712311,0.71928198020947,0.910401329594727,0.0755180821490641,-0.110263315607524,-0.500711709638284,0.40619131062254,0.343890642149756,-0.411425086078126,1.21863840644359,0.907893989841745,1.94760360864596,-0.0917106032582444,-0.632737434890775 -0.754856126675236,0.253137809458962,0.132890838490138,0.180799347715744,-2.65718973629035,1.04605194724475,0.418225039740333,1.17981539144004,-0.0623379828797299,-0.73349690780747,0.620768749932049,0.405744186766235,-0.117313944205412,-0.541564557516187,-0.755350993101477,-0.159579996908328,-1.35304062912244,0.453990116314436,-2.165544405966,2.2907712021155,0.93735110650654 -0.534520640414524,0.0114979858264514,-0.253910895649215,-1.32049816002871,0.868052639105268,-0.903987366131039,0.418134976641757,1.15001915835187,-1.46174897509606,-0.0645148522380295,0.917059706453228,0.0191975071550503,-0.169343678957348,-0.675569829538548,0.743666066216545,0.152767202431079,1.54501462469698,1.32454935601552,-0.612350004920609,-0.334452011884109,0.384428556141264 -3.31807772151722,-1.97578396222506,0.792634155965598,0.923230695071665,1.13186296508549,-0.241403755214037,-0.432875640328956,2.06382767234782,0.30441374621088,-1.03826333032557,0.182282967769049,2.17134593135127,-1.06569255476118,0.0639912226484402,0.731460926862819,0.414961738977309,-1.65049391844356,1.22787490242281,-0.0527819814097939,0.653283224422389,-0.208031812218511 --1.52165816895486,-0.426326723861569,0.771654794959318,0.563180778225977,-0.632433532467634,0.926599558804653,1.43190333896831,-1.69008638456728,1.84349018391027,-0.404255825592742,1.26811737168687,-0.172211949485877,0.429121734221901,-2.04666886626507,-0.127529812786802,-1.44104962912017,0.753482981070384,0.22856449400728,-1.84002930554273,-2.00597982167311,1.04185434028691 -2.79489888889512,0.612302560110158,-0.290000964097536,-0.574399355871646,0.714854472889735,0.509469645164726,-1.78731325491839,0.486859822567657,-0.256725357106396,0.314150149137054,1.60607019181942,0.150834456218695,-0.0310001749536453,-0.733838851886245,1.83927268297631,0.242045458562825,-0.168887952943568,-0.923578946737681,-0.473411385183802,0.815566417291385,1.07160808415705 --3.3345426185234,1.2308141088357,0.98369403738545,-0.618396811817626,0.113743320599153,1.66240034084611,-1.12038642476396,-0.42822198931384,0.720992387045684,-1.77266935689645,0.809628926090007,-1.3528768428537,-0.109669496655592,-0.256433782603002,-0.0247414602063804,0.568520451982048,-1.7717118006006,-0.368232902302343,-1.46837003988376,-0.353324458803189,-0.710614189845276 -1.36297908499078,-1.27080780802968,0.144879226294635,-1.83995554594806,0.587998797885756,-0.330522041146193,-0.587426515391093,-0.495055045390575,-0.964844847926234,0.589687769040774,0.361301511329621,0.40305496540993,0.00646730969703801,3.36866619836341,-0.749375861585805,-0.286451251895778,0.31779768589393,0.525862001903225,0.177008593657762,0.337641801787076,1.05685183052909 -7.27982345684301,-0.650555663503596,0.161101030607222,-0.545104280004515,2.37816133488179,1.50993118768856,-0.0640192773566432,-0.3607778883981,0.346582510942791,1.17759269122745,-0.692540697893895,-0.735727286932614,-0.102543096267608,1.17467181349749,0.0672732983581112,0.913931689400467,-0.852026415012917,-1.57201111467028,0.0795263096063078,2.83948569981143,1.47572525447395 -3.79921437513438,-2.44316623718536,1.39352737409917,0.429634988787205,-0.0452979776016516,-1.95051126877897,1.12961761929044,0.606607796486385,-1.28989233675058,-1.12451292130992,1.77935673894334,0.468910270362987,1.21297610826064,1.14091473768693,0.442487984505199,-1.09160935699832,-0.0885947567056673,-0.492028635005626,-0.209724865303419,0.605398100434098,0.511535005469598 -11.2187962860974,0.996548594518466,0.586087667956002,1.10103433247266,0.375301330470325,1.16807905482867,0.908394692874578,1.58404201270662,0.703372853940089,-2.1801663070468,0.992895154635777,-0.334719167707924,0.533476328749682,0.790376304237477,-1.56323918932796,0.18150606633842,0.479875006582042,0.700225725478421,3.06025768024205,0.319928663654971,0.941456991360562 --1.84371864651788,0.00511352840900145,2.16505839974609,1.02693844804239,0.772798871836009,0.247967657178566,0.225994112646059,0.529950675543123,0.24180112027465,-0.553770835228746,-1.62570356336756,-1.10642577661813,-0.771342240237361,-0.776652957084765,-0.353184994581334,-2.37865218826674,0.663149712580273,-0.0217827965851273,1.21716458044892,-0.841457359909689,0.566948510296684 -3.96226208615436,0.791024763837734,0.139643474141213,-0.711351201372139,-1.58754079417296,0.12013696395429,0.0181208447243789,-0.825235162563141,0.474367398061192,0.36905397812371,0.577395181012323,0.49776908175437,-1.02998602286856,-1.17151461592382,0.302771866684203,1.81543857203525,0.642154802051118,-1.22684560609007,0.452159058641875,1.17313600980754,1.8965540682379 --5.59586084292264,-0.563191536791144,-1.29197703553625,-0.545410293168825,1.29604235398295,-1.12943900334898,-1.46679191922559,1.72307299593542,-0.878454873803639,-0.0602098685834876,-2.17189230960747,1.27939743481089,-1.35386288755569,0.643647913923819,0.322484326703909,-1.69807443528552,-0.655591856354952,3.5241527330618,-0.38891797341283,0.279605654300548,-1.25315246134995 -4.55403688751077,0.213826202698897,-2.18416060801297,-1.27445249697222,0.990297857706764,0.707671363246186,-0.27207483929572,-0.0834011605604674,-1.86124017826457,0.247957109007072,0.456580646663248,1.53941108642859,-0.31890808224577,0.966207056693532,0.474358103182162,0.395599024021681,-0.367792692063929,1.3064538106785,0.739944699418099,0.0877250015790829,0.57861291473106 -4.64057735220178,0.977082664102224,-0.314633759803536,0.156584880957869,0.4640609016542,0.110521665118043,0.193805175638542,0.55621307171546,0.150641922211754,0.0545560056142114,0.746599750537891,-0.735609537244601,1.79649179920878,0.496841903650817,0.183215731663977,0.734962782536586,0.732863359610225,-1.11397524080158,-0.824449613168381,0.0382033143149582,0.704948385964991 --0.800124921200949,-0.234161102635821,-1.09647416793496,-1.86016172036449,-0.615056032194542,0.522267293495965,0.865060008978941,-1.96645000321885,-0.149324942766385,0.850207555079236,-1.52812339492587,1.33064860885933,1.3871428144697,0.466938800529551,-1.59131995271248,-0.585081799045576,-2.2660364993506,2.27168234397197,0.790629596812319,1.5627940809042,1.0156786951416 -5.36615904212908,0.848660553954768,0.216803220700285,-0.268941481657674,-0.297282689581872,0.254225877444128,1.35379413300163,-0.515749252311697,1.12230229366737,0.0788857744850961,0.701681812401181,0.876807305014544,1.0245063813038,-1.22732074167053,1.11646691255171,0.186056947293183,-0.129212268861785,-0.800209301589915,0.297203334802277,-1.16639398448039,0.966171548327669 --2.08609078217833,0.653970890565347,-0.891257255019177,-1.07281019821734,0.772554947416083,-0.309705095634362,0.137955624555231,-0.314153026301071,-0.49565628796587,0.995217962586993,0.831062846059544,0.961441916532497,-0.472967876851999,-1.49571525477278,-1.73686082915885,0.957174509119896,0.364093022516095,-0.0428788760867062,-0.661545661606029,0.260858693856284,1.11642495455347 --0.513776188967377,-1.59057002627388,0.74655739811778,-1.78407658046432,0.23619463562025,0.695361056121369,0.880976836735142,0.580500190067012,-0.348083339009111,-1.76358275353802,0.439003604517987,1.17344543925957,-0.693898787051916,0.872213245102711,-0.130874256354277,-1.32178803670161,0.206832349349843,0.577968167885638,0.992488315601622,0.746626855929296,-0.709335803775273 -3.25391056596875,0.309423132913911,0.0141295437888276,1.47980802116495,-0.943763202351575,1.01902584032681,0.436445065743775,0.761292837977616,-1.64895856348264,-0.954215117859284,1.590941288525,0.664023092197777,-0.137413932313464,0.136568447293681,0.517190191467836,-0.459774436292795,-0.285485416257261,0.720783517232853,0.379662350806009,1.29845307291562,-0.73705432652649 --0.322395279131443,-2.4859821898856,1.08543143489941,-0.880757859358386,-0.196529576626176,1.20787100736378,-0.0662177644947089,1.84147703510004,0.642768406428112,-0.630109586930738,0.629205949126385,0.292959009267712,0.713066260085034,-0.990275898736364,-0.105857009413137,0.423795823194088,-0.152125828027731,-0.0835531977899918,-0.0569862146410675,-0.984310906786319,-0.321010590282113 --6.08951659485667,-0.278439107296112,0.770586675610127,-1.24259742277247,-1.39123138952331,0.40580063807199,-0.927446602598599,0.960581413212665,-1.643843181408,-0.438820240730215,1.12525488002025,-2.16800000007194,-0.26697313676476,-1.25217411603523,0.414063248120095,0.415662435553721,0.44152910981874,0.00765527538118461,0.280286282114512,0.986538182223892,-2.12303161922105 --3.84251505670959,-0.552433759333541,-0.41935906428885,-1.34394063260121,0.631016256896767,-0.447665013786594,-0.0939056568653125,-0.331684055397324,-1.06449671177378,-1.15231011643977,-0.475478760055953,2.20133123830644,-2.06276195604442,-0.388728153893435,-0.613740467682274,-0.337436341209858,0.635043492766859,0.682300506929038,0.407374458247074,0.46198847036814,-0.340502956277099 -3.34907643941275,0.87604207279027,1.2508510975237,-0.27313799101588,-0.502421742642093,-1.18467173663215,1.12520598428902,0.346813095773677,0.692557269461967,1.03033122694974,0.593705031930168,0.725340016959548,-1.62477108477125,2.74776041061704,-0.989759985467439,-1.27847316252525,-2.33313319066095,0.613784805293922,-0.748174316774467,0.500791620517449,0.0766817164393726 -1.75857801223831,0.293483694441495,0.564340202655946,-1.57482761412631,0.202639211918859,-0.639768135853076,-0.225323533479276,1.51125269250965,0.640883586881087,-1.14425210106237,1.01611284704373,-0.403182435490202,-0.386385680103103,-1.10118315156974,1.47022605536129,1.22107630545215,-0.09591226769783,0.837641943960221,-0.862644909870586,-0.716928625694306,-0.34240822376758 -6.5620939705928,-0.597222046871897,0.99216624563137,0.448622466554405,0.0378286076403296,0.722007063768495,0.889503333494133,0.896376658155157,0.271220492327089,-1.52972399116702,1.12413540341179,0.584060412155571,2.5589903690764,1.54181838873872,-1.16332752752335,-0.260503084914097,-0.179787387014588,0.00126435291011489,0.559222706329715,0.547141309927497,0.459824783896508 -2.879127391557,-0.157203603307554,-0.858760340001307,3.24795262282593,1.82437969860707,0.849550803756676,-0.899896063709677,-0.292609091313145,0.940762193343055,-0.240131253211433,0.61724130548017,-1.49306472994663,0.0516346992970031,-0.698444815216831,0.849597473675389,0.27174496946487,0.297058299098035,0.628993240923213,0.00313905729999205,-1.08247405215919,-1.65022232255003 --0.357162467107094,0.184185060278362,-0.396870168827756,-0.353203888046411,1.26005840430154,-0.867225146511187,0.543150215100648,-0.461327568371864,-1.16500756363717,1.15334949695531,-1.44700718183009,-0.0789828338982826,-0.442640075937265,1.29516978520974,0.635694385144334,0.482052452191425,-0.535124150107219,1.87991931201317,0.623707388191395,0.46039869675122,-1.31800476812573 --6.40015755891582,-1.01303201429879,0.525099049518121,1.46382688095157,0.925987627959535,0.0329555569751463,-0.964337451360647,0.649720119260918,0.653078098457045,-0.805181486508176,-1.98257352180411,-1.04002131292026,-2.21115923148212,-1.50438747950746,0.551832490395271,-0.0704466687606315,-0.643457959589062,0.295754235547063,-0.1960847372131,0.159816686189273,-0.443725290130943 --2.88004089903494,-0.679843404739828,-0.565682391874275,-1.43141455012582,1.30848044408285,-0.464309630525835,0.754416898197222,-1.00870880547244,0.985552057887257,-1.32297510820523,-0.485512159113916,-0.460928318396143,1.19355122474499,-0.25360944944073,0.70901862412473,0.303586162272703,-0.363163023345681,0.666541818028834,0.522466882046988,-0.905222809446537,0.0422566185115998 -2.6407829641042,-1.24269361449976,0.294785712482343,-0.0873728178689195,-0.217436812182903,-1.297867677012,-1.63921366797207,1.2707016785523,-0.789402350733609,0.500256571871105,0.895065047441793,0.223687248720491,1.23153879653475,0.915202865959951,-0.462069738140365,1.48321362533536,-0.358618246058452,0.115464763098549,0.692771606272045,0.0268853132094777,1.33172879438991 --3.46941340934185,-1.53501873647929,0.873483909817311,0.0768988453804146,-0.34393273236504,-0.741025212987546,0.487989661821619,-0.259691546817078,-0.542107562599532,-0.215031498489687,-1.26387719605048,0.688524158359502,0.485402589069668,1.08071641654946,-0.856042591514114,-0.846379506889477,0.199678895622069,0.0891543471015591,1.18795596126096,-1.05944731564295,1.03579253383881 -0.885659939481944,-0.524540013110409,-0.96470847326518,-0.446438642460986,1.63445169246641,0.804089247803718,0.25353303079993,2.47114841514967,0.235151031046012,0.92184131155597,0.114346982914594,-0.173546593632516,-0.544413225141745,0.528301611789942,0.306984137693512,0.649250055413607,-0.408381302865538,0.261045122688405,-2.44539617080159,-1.45783347455491,-1.17001885926018 -1.39855510514284,-0.0185273854581721,-1.16240304119617,-0.391144604946001,-0.122096501054579,-0.338210599371717,0.440778791490138,0.111869154450482,-0.493796272779064,-0.762009632544386,1.24012467914863,-2.4450210033341,1.66367123150834,-0.633376440386789,1.02531414695484,2.11956381906724,-0.695232749211786,1.65597442359901,1.46639126425149,-0.662657661974015,-0.242532952494803 --3.62605718713454,-1.56814717115897,-0.965451989866229,0.934921499997665,-0.326127258441745,-0.0817807746401396,-0.836812147382898,0.625130333206438,0.237348562377123,0.360580028526195,-1.84331426121054,-0.327511696951321,0.222935011201946,0.843443266667946,-0.11614506373708,-0.747804422981306,-0.614084636009347,-0.570470653578535,-0.0742238490809357,-0.421738469815894,0.116371525934105 --7.86222245264409,0.467851674195392,-0.786233792398782,-0.482920785991617,-1.04943335487389,-0.283876500094766,-1.7885785756579,1.74804954004751,-0.12708819271447,-1.36645542736551,0.39523080456694,-0.579264967408189,-0.132143160595232,0.0104225122085812,-0.0340973523623351,-0.0259977283620888,-1.75755333030291,-0.0250973898986257,0.95101451379838,-1.57817086717907,-1.3872681807396 --0.624726442520164,-0.667828863981452,-2.11421014301684,-0.294755957734298,-0.346166638036458,-1.19833308014758,0.289098739027447,3.08020698832873,0.692931947542512,-0.356956519606324,1.64798974039148,-0.0639433628022616,-0.133717808637943,0.10969983599349,6.07066582492977e-05,-0.74224404539284,0.73820040144209,-0.701481318969072,-0.376091281950431,0.46693582722983,-0.213151616854593 --4.78046844896397,0.311082359587522,-1.2763455295766,-0.248383863291879,-0.145167502315664,-1.61477258625206,-0.396103624835085,2.29856178617428,-1.09697330718144,-0.698115604383767,1.11713801391418,-0.676260752916912,0.0534264260050778,-0.375022673530221,-0.324134890005356,1.91412306457928,-0.0176082558782778,-0.0114466774935323,-0.730575935685232,0.109165574017802,-1.18573752875492 --8.00978306372812,0.142551004168543,-2.31858615635439,-1.08795095329862,0.770198633656324,0.599054353248543,1.17633705154951,-1.01334305268964,-1.50075751499759,-0.830379113188291,0.0572217910392768,-1.23631165061047,0.18627955760008,-0.711722649707189,-0.209826738052944,-0.734535644055928,-0.350009557462882,0.257860036628474,-1.7740652373905,0.762737449664293,-0.801123184489805 -4.69686801331016,-0.374034720730812,0.150371720301186,0.124494684651846,0.134133720879643,-0.431061238540737,0.301493654565205,-0.883302916557286,0.782600062105395,-0.795961580690157,1.0449007809756,1.34660616962291,2.73911168387961,-0.353476937231863,0.900852244485599,-0.844723285572441,-0.608986435286356,0.122963228110934,-0.25073869702318,0.632603123086514,0.172336901655326 --1.30212220752755,-1.94492637603576,1.95174970574563,-1.19859090105005,-0.615298734125471,-0.642950631782617,2.28007336371174,-0.122749997187522,-0.931267665022368,2.23772723934144,-0.39401647697383,0.475236828543896,0.478439628118541,-0.803763536198306,0.276407392737111,-1.7905432239398,0.740470663527185,-0.644247438820238,-0.193998806969275,0.042981486476775,-0.600430180183177 -0.0383158974679643,-1.59768131407039,-0.383618178688725,-0.0251803651524584,1.28050154592274,0.261800574216402,-0.476909362315024,-0.44808159153958,1.15762780077849,1.94929547168549,0.791660918363813,1.42844203645,-1.50135591265525,-1.62110512227386,1.18313643901758,-1.21587731404715,-0.178170991083808,0.483419054060992,-0.0722586235250087,-0.82203229754911,1.55177581743056 --1.52308130740416,-2.54065786097916,1.28050808303673,0.312717578183417,-0.0167586380650677,0.101519785910408,0.855753289992161,-1.45926974293704,-0.747621720905708,-0.745565213786951,-1.30798511655728,0.458370979522267,0.364839842730225,-0.463586148326443,-0.428533380716074,-0.47778360414105,-0.382405069736027,-0.0226010564681533,0.24377495210708,0.22708336503643,1.45146472810334 -6.61014167210077,1.36204724954097,1.64106288944454,0.827424871199974,0.319703834416368,2.1661299830413,0.0965638664580577,0.347132514365762,-0.695979779960237,1.34330592793124,0.441276547902684,0.23507625671839,-0.766031223823685,-1.64552702685122,-0.825213198492361,-0.657725616642173,0.458353660485584,-1.26600441911136,0.651156966058195,0.619834075833955,2.04892911881173 -0.498824402559715,-0.360666003351832,0.67958127839047,1.47411632632156,1.4495936251476,0.250631349044341,-0.658197204297246,0.245069289991278,0.425257258212649,-0.956014874487985,0.748608214105654,0.0984538864959364,0.019395547636367,-0.108788174979458,-0.200888603835965,-1.38829492530651,-1.07482714215963,0.300838691636112,-0.0150208176973772,0.528542912087034,0.0530224791606289 -2.90417083119961,1.93639731086409,0.0439738235168822,-0.150307787354136,-0.567043887321332,1.47994516343804,0.338606709989874,0.220314852882642,0.463823173005117,1.28837200042725,1.39739453606567,-1.94171209584922,-1.22397403043459,-0.759197752821177,-0.142772324750818,-0.0140999338336987,-0.245272131100114,0.631330493368207,-1.21209831169337,-0.459727957560375,1.0205547819326 --1.98257213249685,-1.45588379753146,0.742909350273473,-1.24236873026288,1.69237632822618,0.30718501501995,1.0073397127281,-0.102858119909122,-1.74086217449307,0.139956446474857,1.70855261547679,0.182220232159473,-0.16024985470106,0.715093774220512,-1.45237794576696,-0.0732636855594567,-0.488706063806028,-0.584355204527386,-0.745047796795433,0.414105719056645,-0.662538728131348 --1.31471181590941,1.48190570829728,0.82827460096904,-0.215767511276746,0.223730801375589,0.385228972699099,0.0912118546803355,0.204600605055099,-0.732573637925676,-1.62807829868405,-0.530320467396344,-0.668753328634755,-1.81637062591622,-0.0429745779661337,1.0775281724511,0.297447490158378,0.0130921540498758,-0.969474314858321,-1.62409902680967,-0.87764020603688,1.42378707163538 --1.97469457526191,1.0761196360479,0.397360391629962,-1.19525429924785,-0.846554843729156,0.0659971089356541,1.22421957656719,-1.55211909732064,-1.47612092883507,1.60014793307366,0.598784691959667,0.524065597120174,0.907211945205447,-1.74325192167925,-1.59671256338092,1.15007237663189,1.35850833638463,-0.538647305989035,-1.87666015118451,-1.19328109738508,0.902159043562605 -10.0604483356129,-0.757488401365975,0.195525279188605,-0.0407676480311372,0.363678276307026,0.220117647962605,0.536188650184712,1.14703971732635,0.906833430415277,0.306838278816735,2.01058923538679,0.683202258571538,-0.960399628857777,-0.714637868638015,1.74465445501853,2.04383836786311,-0.524250820813099,1.64394244951274,0.841339199488268,0.199281486318647,-0.378295825691191 --1.53423289045952,0.714085544432429,0.150067437495032,-2.03718631529361,1.38329744819503,0.176683494184439,-0.352676495539612,0.821069202607745,-0.559614838536277,-0.290894190858193,-0.550112950823574,0.949724811997879,0.576508674913598,-0.695700582947678,1.55544321054028,0.38724301148641,0.374848405320698,-0.183546196191779,-2.71637291263686,-1.33611309141245,0.305388609956531 -2.359084486446,0.581384629232897,0.600076409594522,-1.17315475063027,1.18014158665336,0.319780437891036,-1.25521656117567,1.68799042643965,-0.850701635158127,1.06065459407437,-0.404622006828342,1.16935619862249,-0.973876543861024,-0.810518713532723,0.475044137183358,0.991067212994,-0.0457865371420195,0.555284107015646,-0.94969018473111,1.72204304765239,-0.236079200357776 --4.97352555176123,-0.146723902426033,-0.9283508935244,-0.959109155182863,0.427893962801572,-0.0482229220416903,-0.73680481105268,0.367935126947652,-0.720524108485881,0.720903107113889,-0.779635559856763,-1.21814408535986,-0.244971330093299,-1.64452974500117,-0.97130292484672,1.89568924116112,-0.523804503824598,1.03943195300304,-0.700022410852605,1.41097538901915,0.409931968416921 -0.433186241915418,1.50698177745129,-0.304006667330692,-0.703007516472112,-1.75451292711346,0.847812515357302,-0.928684966638649,-0.111640338548764,-1.29843250909859,2.7310126205588,0.688916737133376,0.193745866837039,0.0337471460244161,1.88440228728767,-1.92468473646679,0.576581872711981,-0.332683487742548,-0.142545482364595,-1.00239847779644,0.557591130382353,-0.134527194533258 -6.55575915656266,-0.279532643245176,-0.76670669459704,2.35894598662012,-0.526594167125926,0.343670926233718,0.718096030408545,0.240752458196687,1.27161118682624,1.38390814974841,-0.207902755005329,0.262439216405271,1.07768037277987,0.488455792045188,-0.625115332774175,0.427388653517379,0.451998283527668,1.97823690971183,0.204375764501438,0.219351365858119,-1.99509163001626 -6.10524064939385,2.02773873329871,-1.73723574661772,0.677072612091337,0.524121665613823,0.823480193314872,-0.582337023789063,0.958413474792463,-0.0403873389222258,0.691819995863634,0.696793208579612,-1.61935576898588,0.739584412003112,-0.0653323530971622,0.540515450000035,0.552661967113483,-0.006336747403051,0.40405637075687,1.71354828946572,-0.439138278399235,0.925984721150625 --5.34150977763055,-1.19574019582924,0.256467971725119,-1.15947931681884,0.423083482919923,-1.22985485506467,0.35436915981152,1.77864086533465,-0.587272120581701,-0.457293294734017,1.14596354613789,-1.00163231431135,0.807501644459554,-0.401830655823777,-0.905199162378405,-0.475648728321499,-0.197924293907627,-1.9505003596981,1.06244074499348,-1.5728618635506,-0.401954833944001 -0.515839508956163,1.31231789167378,-0.941195828474643,-0.623183799463115,-0.212501170360985,-0.321991012273377,0.818118217472662,0.810324980378232,-0.514399987102051,1.1378703069795,0.255107265618194,-0.335526705368541,-0.492408750351109,-2.49502957442122,0.982105238375304,-1.03398019632883,-0.300881672130262,-0.256816115746775,-0.0280216239831298,2.56292933357523,-1.0543656419704 -4.60972726162176,-0.524007512771118,1.62933537001705,-0.585022869227633,0.149734136642663,0.236233990875218,0.104411508688393,0.588958579803626,-0.66971301760403,2.68641881114177,-0.435305929687943,0.139017252755149,0.951157862910359,-0.113508866449913,-0.372870013220451,-0.312828566415161,-1.28592172107234,0.344635029832038,0.520110048367515,0.542348848687368,-0.0918101829022624 --1.78324397759947,0.354249509141301,-0.240855383916381,-1.33062345768056,-0.770891191713968,0.177438119549675,1.4908967835482,-0.501232243378396,0.23244392839083,-1.18674706202776,-0.470496014543613,0.783675886309419,-0.0593309049851882,2.45098309179622,0.338942642481966,-1.56029305123459,0.442590332889859,0.126106575591564,0.727194395803955,-0.749294671621748,-0.566235322157847 -3.39385232448873,-0.0716744876824941,-0.636588677825836,-0.478972642718072,1.11263244599483,-1.0646838079647,1.81935536095101,1.07526461357952,0.772438267779825,0.463682395279015,1.49726833826357,-0.120624204778456,0.49785966536828,0.119936612386743,0.482235125022807,-1.11250572856561,-1.69836028045817,-0.465470746246844,-0.651857875855658,0.838131120773166,1.45517656678696 --1.14152593852225,-0.133144306285028,0.627413000317673,3.17593168064655,1.00340355194864,-0.908190319253449,-0.0190375547463179,-1.43592184208419,0.131640487573735,0.0325855157754624,1.1260212616543,-0.408688082051888,-2.29932723137443,1.03561660327731,0.58820146217435,0.256849948946357,0.615323171314136,0.445430337130474,-2.07911884847394,-1.01790897787906,-2.21717547648555 -6.71115499333413,-0.0880773843693027,-0.709939556283053,-0.45359860563608,2.29927628465772,1.44983179141637,0.515764489750861,0.603063763004922,-1.00938063098392,0.720487594878597,0.226623965638556,1.44053213479014,-1.32045923226283,-0.143197106872156,0.691575679883762,-0.402155374280628,0.495464977816601,0.280495979984102,0.387925054080558,-0.506025981171904,0.518416859058326 --4.18905601020391,0.917788931310637,-0.227381178427355,-0.0585502458068674,-0.419332186399799,-0.278413169534141,0.597802413792755,-1.16674354671923,-0.148312242278726,-1.23805433666816,-0.623600178009635,0.258186501782817,-0.696989303545798,0.0438014020870736,0.0671245907026391,1.25189255145954,0.242254494246148,2.17590433342787,-1.72852126362976,-0.215958320922352,-1.27294554816001 --4.17283544308941,0.031439264369752,-1.75652739558994,-0.0846871338665392,0.36988297777936,0.909631478448089,-0.396964320289313,0.0989927332152826,-0.0203364943543919,0.102136612409251,0.321402958251,0.21987857420398,-1.05544180117471,-1.17156248059708,-0.565740524950004,0.03803776226787,-1.21928024481633,-0.4240833589356,1.54606262061812,0.414113888644564,1.18502441954219 -2.21309322481835,1.35893058212786,-0.371528364779938,0.671718276028141,-1.2479930636481,1.69035237223604,-0.00477556941599615,-0.550391963999307,0.972394066716914,0.852554735958322,1.61880015623689,-0.48153000988592,0.741664366216484,0.440745111834137,-0.112360969061371,-0.28307971754423,-0.172985884665294,-0.164127729969599,0.0015371972948456,-0.628494592321625,-1.58562801395539 -0.152506692680161,0.113494845099203,1.07093300773198,-1.61517516550249,-1.59991035680696,-0.0203638598180457,-1.09965036398946,0.155123780334865,0.326745801570257,-1.04514011615141,-0.13096099472591,0.477690368378258,-0.294308484112342,1.11441655494586,-1.54908202584518,1.91010176011078,0.284984475627809,-1.48428302288495,0.318459190279703,-0.0232590136056762,1.97135324469372 --1.50303916389298,0.174306546340086,1.68815025868071,0.492823830088977,-0.944319988495871,0.588296795471872,-0.346875928044312,0.911581783128418,-0.0193908638543571,0.0272214988280393,-0.00460717544039495,-2.73279021237916,0.473250599141282,0.358320992274797,0.692009116014618,-1.47009471938711,0.700026121757,-0.10999077853477,-0.406028835123254,0.299385303819355,-0.321500634998424 -6.1910832649953,-0.053480404684855,-0.350428684838451,-0.545119786929191,0.928791453120955,0.48278958943059,1.03615361483075,0.729997845882463,0.0723720933974365,1.53387937170279,0.713482049944529,-1.6796180217704,1.45851936467088,0.127795046760187,0.289149318772639,-0.508068682702694,0.0164513597971653,-0.273919712212897,-0.108404128491774,0.717904302154424,0.864034856655366 --2.94686570691668,-0.424758034043152,0.776266888106905,-0.209414008562577,-0.561072032367754,-0.602350580026399,-0.989754158092817,1.01646843206113,-0.150606233902681,-1.25198160300021,-0.706579318802408,0.489891249882545,0.599055010176386,-1.06674713457724,2.27628374890073,-0.188120196242752,0.641896045310694,-0.768261635843021,-0.569621749706824,-0.17960703232999,-1.15964468671547 --0.482422983477139,0.207911552099919,0.370638689961539,-0.730414671931267,0.0127474417842312,0.286824023113531,0.542278796415045,0.478404645561907,-1.02001390082546,-0.419741356045268,-0.13119131653291,-0.115750952649912,-0.206965329046622,-0.901404726598646,-0.584084264398811,-1.04753332393397,-0.843367229265244,-0.606057420527178,0.986962751400764,1.00483114295351,0.497550045176077 --2.81024221400267,0.99292291778912,0.62069482041544,0.790825664048229,-0.101534955773283,0.382412471906203,-0.737428916954406,-0.0578169664649703,0.175820601031084,-0.170633248677137,-0.316224490049921,-1.59039363707068,-1.78226216305714,-0.862510125527252,1.59252190008657,-1.59128259244346,0.706357308144297,0.551019616130875,-0.828488864779045,-0.759064907272211,-0.879122574671683 -1.26700770498107,0.813857888451312,1.38759977339297,-1.96918124374245,-1.06384597551744,-1.30227131627402,0.535653917516488,-1.13383746019339,-0.128275697342299,0.48061440332767,-0.341185849407818,1.13562830166781,-0.159024701684021,2.60858436495381,-1.11749600073253,0.638170850283603,-0.941861111159036,0.177026896565023,0.904861086467404,-0.172209377197284,1.45553546108275 --1.34966836135358,0.996005583833509,0.655707504787526,1.01492360960263,0.179038703912464,-1.94466498194036,1.63723450780888,-0.419008523195133,-0.589347537974669,-0.944144009244917,0.730991310135895,0.2747378672341,-0.532610102854977,-0.457443162148933,0.961495862539272,-1.77931456035443,-0.910027538375428,0.284068923939676,0.155502978417205,0.275376305271908,-0.190770597800238 --5.61965724464955,1.73274427091968,-0.758461281390557,0.0393314077457227,0.531416116667051,-0.541200158951263,-0.522204732976071,-0.707564134517531,-0.913962236631635,-1.36628207691926,-0.830505328090216,-3.087254393825,-0.640964391109708,-1.28771608466172,1.87793651195097,0.678558533971234,-0.964621995041505,0.75965666812344,-0.997773190254212,-1.04651359431889,0.641842761479858 -8.49936485055376,0.357042034431723,-0.455743672722481,0.855977379046462,2.52229568392439,-0.0317293704905111,-0.368613056470683,-1.20347113162992,0.299020888388096,1.15154868545563,1.27200076544801,-0.662520601401422,1.14055441860854,1.41732844393311,1.76603761078789,0.600347703118471,-0.842519601346137,0.0308809675886247,1.29394280575617,1.04101921879953,-1.16288810036519 --2.03211765125041,0.15572633458215,0.365194720794584,1.28731153907377,0.234796124872314,-0.594453324251388,-2.20325920482956,-0.109057240123027,-2.26363264123278,0.91010168470388,1.07504407969654,-0.862970789138158,-0.288129795539191,1.289010944771,-0.405675820913161,-0.212339905177304,-0.246562938124861,0.0794288200763511,-0.156405343216721,-1.27680309726582,-0.0754865058415556 --0.10867566318332,1.55278865626246,0.494590891641599,-0.073107970372214,1.07936573408384,-0.912676402744519,-0.116250614634886,0.0683485804998009,1.51899664268302,1.75924783572682,0.0317112619734579,-1.95202385217344,1.30547616478955,0.260225013557411,-1.02207568041375,0.195917790963695,-0.67610228107955,-0.123162498844843,-0.723534683854179,-2.30498759524193,-1.08908245381167 --2.59210352945166,-0.0640696178455259,-1.39695287989801,1.163441639051,-1.33520501195354,0.131218829688777,0.520345764529447,-0.0629777716686504,0.782954704039504,0.123913465157841,-0.246079009037722,-0.20639009993379,0.369076035299831,0.0531005160473514,-1.66192729576868,-0.110491265799702,-0.449263174259052,0.0767741979954407,-0.527400777931437,-0.151929544426256,2.60688181060713 --1.80333108985369,-1.00821875816368,-1.49320187015811,1.04535601242256,0.146127286345577,-0.849065049688297,0.271492605319267,-0.71775711621374,-0.101898234906619,0.124778979684439,-0.313193191647204,-0.074894514233227,0.980132756248646,-0.284922578813185,-1.69569027011581,-1.89139931257903,2.24439106132922,1.05324652243675,0.453396046409525,-0.151000170252997,0.394598088773659 -2.99389745568282,-0.892895523657041,-0.0654240555895075,0.582192828687883,-1.56312007263617,-0.728001376825064,-0.352031914078837,0.423990731671733,0.977359267167141,-0.942028640835423,0.532438853047957,1.1758623486654,0.539237831187557,0.0395651598346696,0.634693624082936,0.16319833547086,-0.836988206230738,-0.882039416320885,1.3620431984501,1.58061631494599,0.923807371290657 --7.70163350238244,-0.654514621220146,1.04008267110855,-1.17515997257802,-0.265635478901874,-1.26601819277727,-0.461060897843943,-1.09044211478935,-0.806852424128049,-0.975921344077231,-2.13327387553768,-0.56410271220204,0.943363570493318,-1.14174764061448,-0.781115529095512,-1.35160145567463,0.407857761974223,0.157147869518598,0.564975600397518,2.52765420719672,0.299533873045671 -4.17347259671887,-1.4337828285212,0.337183108666004,1.10427400113783,1.49813687790846,-0.0685136166352672,0.850764525795824,1.1137606914843,-0.915883246925981,-0.378703051488461,0.901923568086408,-0.696073732901475,-0.63601478497413,-0.805589561883439,-1.14990840756861,-0.078034372825233,-1.55675469056182,2.0237927945816,1.82998064753092,0.53090467865223,1.77531684929751 -7.32375976316511,1.41818435319827,-1.26985508879035,1.14794257920738,0.531800688735869,-0.317001454438236,-1.02475465207416,0.298590528423299,1.62052927296319,2.26725470578053,0.495330999800199,0.469933687920124,-0.241561166786274,-0.815036557178288,0.781835563085465,1.29092431279723,1.06347480155693,-0.0109040320370636,-0.968536533640834,0.0417356937440989,1.06303706625083 --3.76814716071496,-0.593885665293328,-0.75488189611998,1.33855771430045,-0.0547553792190526,-1.46781767194796,0.427482185578309,-1.70704190934149,-1.26850068807803,-0.121840127713622,-0.970829232734307,-1.31935606794326,1.97480570701673,0.83047863084091,1.1108113211416,-0.80216812316445,-0.408734780583184,0.343733601931819,-0.0118431692137631,-0.115016325065634,0.319158247441953 --4.43444485478423,1.11897179804218,-2.05739487199995,-0.40175875374373,-0.689630869925056,-1.12810613043402,0.114090202452194,0.0789793987397295,1.85319999463221,1.13314883103644,-1.11917672797216,-0.677584740694456,-0.169009294261507,0.486109956704226,-0.924246269255473,0.65400125286008,-0.351867448047569,-0.785157732464175,-2.07261829539321,1.89415389872728,0.521148819402811 -3.00234054740121,2.38408156329113,-1.35507759596093,0.652784281813916,2.0697474130034,0.0683979791970367,-0.563491575516261,2.83943161923365,0.0882321387073449,-0.344162173418088,-1.38670802323822,-1.43912579357338,2.18312486226481,2.15196686149707,0.107330970658991,-0.419282206844349,-1.31006439702091,-0.922402364383866,1.0888248369165,-1.09850309037737,-0.725673574772231 -1.41074572908932,-0.40328649415479,0.216318461073029,-0.712648125514272,-0.687416362986867,0.467620277253415,1.12299943887181,0.34788202557415,-0.43170781315042,0.181379322181703,-0.374509847048909,1.52788633607818,-1.26212420711055,0.402266559226291,0.45289939972003,0.173967442341364,0.0300235314322572,-0.523319248343017,-1.27347313934585,0.572139582723458,0.576045765469221 -5.191205029195,0.370108558443746,0.57547364969482,0.380288235480657,0.227859265022199,0.846954884225,0.743017420351996,1.5084479210509,-1.51854859758563,1.88751418636311,-1.26529110668584,-1.37555246566847,-0.0166642707504247,1.24809290297357,2.66142506779237,0.535801485663971,-0.617871310866014,-0.113608793810748,-0.892499203259838,0.356206064671146,0.331818963900275 --1.93020070880468,-0.575293013734413,1.07866865251156,-0.348207357234721,-1.79325982473042,-0.0154337839494921,-1.75814687538508,1.18741342715431,0.106039115089297,-0.293434854637694,-0.775081430371702,-1.80727088380865,-0.0365393786432956,0.162373527232468,-1.00349068129359,-0.440992114866738,0.655968200160482,3.07769303152812,0.724010918851197,0.66911889653374,0.752362459021305 -4.96623824338723,2.91922880714949,-2.2413291526349,-0.372191858709657,-0.285302050911165,2.44137876214836,1.22347002989418,0.804884449195348,-1.00907484469869,0.162981090033725,-0.708560696065639,-0.269773374995178,0.134215815815503,1.15735143052062,0.739150670484465,0.265422729163615,-0.748496669238804,-1.25756737270978,0.313845353683166,0.434625136139615,-0.399114362061405 --1.23984042162827,-1.07891478952188,0.199913579391412,-0.727344503378103,0.0848249138213469,0.636704240761685,0.908451520793024,-0.632616061806771,-1.99265010668805,0.99606235036276,0.172999262771776,0.448924842693575,0.172814485097017,0.22620531185877,-0.0482433046674081,0.212525809578656,0.0266626639630664,-0.818644099419928,0.576379657732694,0.786795891047695,-1.37342659273496 --3.35457335930908,1.17849132928048,-0.681259135333628,0.902548714358729,-1.47258216474817,0.240967108978338,0.275878866173532,0.696500370155883,-0.289831676163238,-0.810047223631115,-0.544023007885967,0.698673337095874,-1.28294204460145,-0.0801008222734081,-0.424344880786833,-1.24736401281193,0.0385761680755937,-0.724478374547239,0.476566845203033,-0.292614729251682,1.41141861536159 --0.354957932297783,0.869602773179034,0.371584131159385,-2.12479034274396,0.892801797624507,-1.2436788426747,-2.42238963133963,0.56908067198156,1.28133032864432,1.67390639627712,0.828607683127887,0.577969393823953,-0.434397716736098,-1.16809688807878,1.65561427228018,-0.585246034962026,0.135934432678961,-0.0959140003765144,-0.983434358175072,0.716017595065475,-2.17646017722818 --3.11006164896713,0.931166309798506,0.276401343837873,-0.177824523313455,0.774882742139315,-0.346605512397756,0.589692305527976,-0.875920863048117,-1.21129056428588,-0.230137131532744,-0.62452142240394,0.161424898969706,0.182323576711323,-0.0828602421756836,-0.588911348715027,1.94613904022912,-1.65270226143103,-1.10840310627824,1.57836717611228,-1.3172672910978,-0.506678458198233 --1.05082861252298,1.02468122759902,-0.271945463752405,1.83262515336821,-0.780578544880865,-0.803340898749374,1.51581185758718,-0.150668528986163,-0.176376498068061,-0.116401471208143,-0.936657451001801,-1.50811499550165,-1.85322088525453,-1.46627398905274,-0.0548370425008203,1.25226121893672,-0.428655910656499,1.36268060164995,-0.46436792731405,1.35870405457606,0.414884289252575 --4.25796931659121,0.612975056104969,-0.766557074862533,-1.81860327900633,-1.89617497020154,-0.737471587892549,0.199982382602428,-0.945462152173424,1.16120525228747,-1.08396680114727,0.565284954458164,-0.428475537795754,1.36846807467312,-0.952042030591505,0.699398804878386,0.0522495007197458,-0.348375338718548,0.0948186339690968,0.898145233109202,-0.766085990621633,-0.385123635726992 --5.9220785745921,0.608190081478319,-0.470431674469413,0.130861955398536,-0.339744191802652,0.753352773011417,1.22995539449586,-2.64873452773287,-2.72619173131489,-1.10508061653013,-1.58750700928263,-1.28976545311174,1.66202702909659,-0.820869231922129,0.047767196096667,1.2667042959356,-0.517103377280991,-0.624708854516277,-0.188672844612633,1.6924954251099,-0.457632230566061 --3.36833498474817,-0.892891710239735,-2.29543398010166,-0.119028627356442,0.542937681465593,-3.02449794300742,0.0544818268335856,0.736966354152568,1.4714668062386,-1.73997688858203,1.83473526107471,0.0155462335038481,1.12977032805277,0.949190735464353,0.293401071921725,-0.13373105255929,-0.846120918270659,-0.642023260932777,-0.192817599761445,-0.294888697499519,-0.325524284642631 --2.93518893471047,0.452035606317074,0.0952563377252779,-1.5166062075406,0.442883453118253,-0.992522457617112,0.976059342572136,0.691697393311013,1.66003983200539,-0.798568289920953,0.416872212715457,-0.170936288833841,-1.62439106467839,-1.36744077229333,-0.0211734879485082,0.744292041137161,1.13068971932937,-1.00808720999525,0.123586544832222,-1.35288130425971,-1.33732944742309 --6.67441099801547,-0.374712307021741,-2.19345265819391,-0.967075005921468,-0.280121388544585,0.625747446145347,-0.339747325659213,0.968113247133331,-1.17217037103217,-0.746501669172274,0.348659281967373,-0.342355287531068,-1.88759383886751,1.31753964642026,-1.74530792965922,0.42445716126732,1.02213104509243,0.591945786386459,-0.650205824039819,-0.543388452445229,-0.0466653684814486 -1.86831233494824,2.84018514503792,2.38320866135977,-0.71436271140664,-0.320132007289855,-0.120577063308816,-0.285549941814919,0.385691184115364,-0.153669348724281,0.0716459773150866,1.64470032240245,-2.12984600219839,-0.565100493347173,-0.38910982004348,0.0324418916358329,-0.875833071155816,-1.37234834039322,-1.0098266112804,0.550355643501585,1.15068718813923,0.569643149159363 -4.47318047036337,0.732393453235039,0.0683730177408414,-1.66602587507626,0.998143661612971,0.799409081424101,1.31357792400782,0.870308099207066,0.979128563252983,0.825368126718325,0.3955878156943,-1.16021080062348,-1.75936080180999,0.170728999087328,1.01193372080478,-0.509070259020171,0.785636467140722,-0.546281883854534,0.231079319241507,0.935779746030654,-0.873092591984531 -0.144746991697327,0.840518928246033,-0.178550326934633,-0.303500055374063,0.803597722144476,1.0032494516589,-1.84498870313566,1.0733257701001,0.276871098823543,0.453700500213176,-0.117509983926831,1.02607215209054,1.07423617456137,0.626524832371742,-0.126528584462419,-1.15120349222982,0.506689709410492,-1.0328008350212,0.236829166331543,-1.11094450834446,-0.737053826453598 --4.00627968630235,-2.2196521173488,-2.24400453105002,-0.601089297429992,0.361765037391046,0.238974746517236,0.933311484528949,-0.509693102387927,-0.255143862062718,-0.468005971814891,-0.554618235952297,-0.2013401368298,1.23479175352696,-0.551757776042758,0.642747631405039,1.60996172981268,-1.19229945041406,0.271948887715433,1.25458585229783,-0.0891285880871325,-1.44769657003887 --3.45327458147358,-1.3274637820721,-1.33299190386542,2.3083678509646,-0.594669061387346,-0.22364063834483,2.06660162975757,0.0498173685445337,-1.43692391102392,-0.77040675598403,-1.6763419680522,-1.10976310368184,-1.55892806454737,0.0393166145644717,0.767395735025058,0.0266466508566939,-0.0788276924197718,0.00864647207208966,-0.950857225636495,0.516141830176968,1.15312727068453 -0.029030073598503,-0.976660698145144,-1.66599461102388,0.412709466602228,1.23315535785073,-0.351258338920655,0.44717535011616,-1.22327243776014,0.482552530376539,-0.457450529179645,0.103463279247857,0.473097595372441,3.24087841299963,0.401189827906018,-0.390300223374372,0.620038818766137,-0.951902195404297,0.698921848795627,-0.156471068815282,0.044703342252567,-2.49000024450841 -5.51600164105144,-0.587075872029574,-2.2110465114205,-0.529002605535048,0.536842172517708,0.227471170017278,0.964886981812749,1.1265171777268,0.783327410818032,0.750381088543305,-0.932229009817023,0.561373605573073,0.302653303984857,0.726214322930078,1.01144898871085,0.342201293992179,1.42729706186116,0.530506283596161,-0.379806346288362,-0.259118366269327,0.0703831855335502 --3.11291907295849,-0.568012815275937,1.3926873349713,-2.19503905201909,-2.85952364254484,-0.592830225336999,-0.35821016619361,-0.300915900792947,-1.73186088090926,1.1635828485015,1.38960129003033,0.704470114001698,-0.274633933254854,-0.299846717281987,-0.550477350352219,0.965794423357678,-1.08043788346158,0.0422081819858225,-0.179216236640187,-0.1426408910127,1.48742579189591 -1.59313726346317,0.643640956726207,-0.122659480722135,-0.50702930512381,-0.577549891684966,-1.14959246867293,0.914275339027813,0.798295109160148,0.36822227565911,-1.12623033977214,1.25116512509142,1.7631380113195,-0.0759810288300231,0.798331326234568,-0.510320857821376,-0.950344305393989,0.312002187585511,1.32259417533737,1.01666309198675,-0.019875455478558,-1.71002166964549 -0.907097374319698,-0.237307107556194,0.30073811507687,-0.428303916954447,3.10170021708121,-0.304012021092462,-0.888840849680521,-0.0650074785813448,0.594298706447282,-1.38279005644737,0.0359476257209038,-0.60503263361015,-0.0186333196158771,1.01367028050665,-0.353010693618038,-1.55448018379762,-0.257676425807661,0.253976183075745,0.152983593544564,0.390137787791724,-0.471330892454 -6.48669774997462,-0.298578025706688,0.945505074769908,0.808317280959457,-0.317738701173874,0.935513774454321,2.31303836615429,0.577597342008232,-2.33354133414522,-0.200715858013348,1.34170755144849,0.214527264770092,-0.333894768782298,2.33629675095373,-0.152176464988863,1.02163711950135,-0.5149285875996,-0.399105184143362,2.06419153010236,-0.179483484619005,-0.802207341706898 --4.77406753208875,1.18956255922974,0.714766774566448,0.308179587182846,-1.23119310840935,-2.21282828252072,-0.77356958889236,-0.635122700889098,-0.989986755851101,1.40181849900761,-1.38251248536474,-0.216720934693301,-0.446144322845091,1.8928213727074,-0.196156548518799,-0.998820600976387,-0.673821751618082,-0.18052420652702,0.161550604427976,-0.557326801659673,-0.853492946259627 -1.14981519144502,-2.10894120385805,-1.28136154744611,0.335810994042123,0.769126009772171,-0.896366726480958,0.69935665629182,-1.22238530967391,-0.554957050927603,-0.251084729907805,1.89622889780834,0.847970348046343,0.660097797724061,1.03258593594103,1.03713998521962,-1.18727513235149,1.30929964476741,0.210806169365481,-0.419092056829497,0.0637983837470792,-0.655403138654228 --0.410517329432059,-0.0732820039954618,0.653227746783453,1.44549887352591,0.567192961354867,1.58076210621689,-1.13329140974267,0.992912424694155,-0.986713677521014,-0.501104550696213,-1.28197149515588,-0.848067584095443,0.514853053045685,-1.80177829140437,0.569629696027746,-1.12401045711848,0.509094620444903,-1.22023097439491,0.716873753754977,0.609997959201162,-0.279430737801828 --2.83537862192547,0.863402869273734,0.641860499766072,-0.0401231313355971,-0.0984515135401063,-0.400976356024561,-1.47643722894612,-1.1813578869636,1.37777832768962,-1.82402564543342,-0.738847296007689,1.12303526042857,-0.919904239693589,-0.815669491450737,-0.881343086135982,-0.289657382234055,0.812570516753551,-0.0780165555107943,0.645308069039075,-0.656323143489651,-0.0953357032764406 -0.779043784334765,1.07470746145087,1.04159107936122,-0.729100157533375,-0.405534003707922,-1.52861678720141,-1.2000779799228,0.348665522198281,0.0942888128100047,-0.572961182138524,-0.889415615933114,-0.384508101224755,0.850375333370573,1.86228157841682,-1.16770026426596,0.0369362666267836,0.162110975939982,1.21806078291529,-2.36875828419475,0.872251004552017,1.4923052348021 --2.76899163172332,-0.205852630215998,-0.647974896898559,-0.995502816094793,0.7295036870373,-0.469822656769375,-0.115329370128696,0.0361930476600578,-0.722388539032783,-0.37577048216883,-0.0329693136716077,-1.0205122571212,-0.422250954375448,0.307325210317305,-0.169522493902496,0.430742633953891,1.23155664498091,-2.18897844655723,1.72057240747526,0.849238663228799,-0.521394935977417 -2.15137908806542,-0.433613832458068,0.638402750000964,-1.03034877189449,0.680113941319808,-1.48558903433449,0.76694592956671,1.10895301200256,-3.61471516140881,-0.219905005979532,0.168079778405761,0.889863205304166,-2.15080974124764,1.28459472325251,1.01160121054341,-0.450537300947128,2.21629593842631,-0.741100178299238,2.56420440933188,1.30625753363015,-0.833841888396025 --4.96793258340503,-0.182223784408139,-2.2381095089932,-1.81659748018841,0.571929362758489,0.978735084125304,-0.46003327669395,1.07937638050728,-0.710814850872175,-0.203971214571685,1.03011709568163,-2.11824308163145,-0.645540591020531,0.621226764245043,-0.742579924107935,-0.837698067819216,0.168606497413284,0.68660373946198,-0.284310645008744,0.562423931796526,-0.234746480290569 -2.39140070233972,-0.431078672978459,-1.91217756706456,0.238462368741248,1.38330597169139,0.359548971325679,1.17044661708372,-0.23112614666413,1.33407791742142,0.115217485388603,-0.374964496170398,0.178259080509438,-1.09547683900795,-1.56747247723458,1.32140896814317,-2.1912474770837,0.0297606712461316,1.58312362701151,-1.40890464186959,0.130101661360494,2.1250435698611 --0.464456789554124,-0.424609610431925,0.406790175897785,0.887668517929733,1.47517066556437,-0.485927436166565,-0.426873785552171,1.41417153071641,0.298216089041733,-1.46288543552952,0.737337843399883,-1.38772661385016,-1.33593878958286,0.241365893218084,0.547704705435175,-0.0204077760848796,-0.561206304727961,0.380633919211602,-0.533336923392301,-0.588898539664783,0.586130492006896 --0.903984005497296,-1.3538196764308,-1.68671826374084,-0.243745264572847,0.245284242716523,0.254380973304678,-0.583299648386511,0.732608388292915,1.42289450148483,-2.00344849444597,-0.95244231527108,-0.931192752663931,-1.10268741467243,-0.694922378978788,2.08703174174182,0.722902999462085,-0.791376447991279,1.55925693785821,-0.0341114372705609,0.702827715398778,1.9165901416395 --7.5073413465108,-0.196594948982215,-0.839451192916949,0.434494225611048,-0.677652267637817,0.243857252561238,0.00994704486566433,-2.15408845647887,-0.207108139458989,0.597209743500585,-0.0374503727831834,-0.262164966838596,-0.565181548481307,1.71011678492835,-0.950553221572946,-0.920301437370024,0.74033641239035,0.279199339803114,-2.49256213821151,-0.159624012163929,-3.13838771496706 -3.03105652825452,0.234116136807353,-0.169771948801415,1.81419120470053,1.74052217359601,-1.57095969343712,-0.0981367231359367,0.271798929537435,-0.361794405570829,1.60380837184737,-0.289733394298377,0.796502107509305,-0.442978884904775,-0.559306845028597,-0.881850974563571,0.292067454973736,-1.49220833886752,-0.0081481066649341,0.342958010849026,-0.0112419939126925,1.08461594587376 -5.80619465839011,-0.557206294019108,0.844761089353525,-0.0741896034820795,-0.949237701955274,0.409004853667748,0.277928148034272,0.935392747128965,0.98552482233533,-0.180105093121133,-0.36660065787585,1.66918898088897,0.954438211723276,-0.492845123435707,1.31376839330401,-1.09244217316876,-0.404838071630678,-0.441770251187069,1.44448514689317,0.759373487865587,0.626005795905296 -0.294067360062771,-1.11332527493423,-0.97250076734315,-1.04127200565247,-1.20072565084214,0.875734069648595,-0.23345828326244,0.241467689061371,-0.851385406169881,1.68655382041314,1.18696630317822,0.180336757556174,1.75810770437387,-0.174371347300166,-0.976363506632618,0.380711530718728,1.4354294662825,-0.740879374367825,-1.46436470427072,-0.173643868137165,0.874643640720082 --4.18049672907288,-1.63063542586023,1.42051984617169,0.102612560013545,0.139690827010767,0.206039678202139,0.519273904092752,-1.8887199030192,-0.22359474068236,0.520057003879221,0.402224561399402,0.72713163197987,-1.63821065049168,-0.736289877971935,-0.200496098336795,0.0288602336604165,-1.0198630057291,0.185518240395051,-0.214958938788333,0.890365251250216,-1.45551317682047 --2.9148795399864,-0.387823881460715,0.715258629979986,-0.656558995206131,0.407967483446342,-0.173918233998781,0.976086814783132,1.07665940942195,-0.00635770405087372,-0.10663864526209,-0.276635965698781,0.115775278181335,-1.53456901715564,-0.739087138947384,-2.39031117347903,-1.69655141219628,0.874543070426033,-0.155456863383602,-0.584800453332488,1.66185142319782,-0.349237198073222 -3.48557823835861,1.72263201663562,-0.951413349965152,0.825393810366105,0.111970857310862,-0.377850413048516,-1.0215558173183,0.853903013084286,1.5854702021193,1.32223334111802,-0.607186303885162,0.517966945869382,-0.171370538036949,-0.505403052508032,0.823477140972248,-1.75307502770139,-1.12667632511741,0.67612941833996,-0.00543640718821,-0.575045342211132,1.42740444100877 --1.68621551234685,-0.558500300160839,0.842550195399219,-0.615114676242121,-1.18939400734079,-0.104312964467032,0.460305647753722,0.933908889042313,-0.489130481127839,0.597580595489583,-0.331230812795653,-0.667278142101693,0.875354361201366,0.784432882889956,-0.844298696979634,0.707021402800895,1.58304318937551,-0.610515864034702,-0.208909302488038,-1.86279061452148,-0.0698891612874909 -2.02740912286734,-0.636660846087287,-0.287517132923855,0.810041043583459,0.194539940162824,-0.60148263165455,0.452822167334295,0.744861720379343,-1.24631739646931,0.175043488237202,1.09203255252703,0.53903655784988,-0.498471816071542,1.56645484969566,0.627524827536076,-0.251753213748787,0.419716131016407,-1.65117885700249,0.0315517061438645,-0.12730593128964,-0.0123736069413966 -2.38352770538004,2.78138713385586,1.32944798291829,1.08313798223764,0.946488546506408,0.300546920523705,-0.800459241814972,0.413394543959056,-0.324912085038936,-1.61862657305356,-0.148452971831908,-0.59614906097558,-0.0979636131629272,1.21879393907342,0.574798705435221,0.170349488980753,-1.19870544896107,-1.16963385186353,-0.265433940353947,0.614833098007361,-0.695505441252387 -1.39085582932773,-1.95725587639345,-1.0201839159974,1.65702714006223,-0.22440547466639,1.310836828897,-1.61770102576476,-0.450677827572478,1.02986692394371,1.59130999521863,-0.558830400825748,1.5727114158935,0.868112596763747,0.214799762455907,1.19371014138752,-1.07660729611705,0.164255604836923,0.698120237001908,-0.275589543619521,0.569143306790827,-0.654682878858466 --3.46822054648152,0.142527896359,0.864373559248327,-1.70972166451719,-0.0568519781615953,-0.0242022163656919,-0.911066322978805,0.777160174834829,-0.312401071263613,0.0338268790970837,-1.56655493693448,-1.21460238477584,-0.528367696052806,0.774141453004286,-1.33121167311008,0.323198581319508,0.312958785716384,-0.622490341422078,-0.52811712531154,0.626433625345093,1.17388219934922 -1.44005894539377,0.664498798923618,1.15922855152364,-0.686542768216178,0.664327333744845,-1.06229640174897,-0.0630753106535626,-1.09454299130467,0.284387376005717,0.352637623771697,0.788558035326046,1.21994008610546,-0.155958989186475,1.03766960107727,-1.60646296702953,-0.513688575589934,1.21509160721417,-1.25264710520656,0.02286242252193,0.55680565232563,-0.678469689212993 --3.64763631211262,-0.478627492484917,-2.28434539533474,2.10864336859621,0.122860579379221,0.109384690870051,1.46755280894425,-0.749934276846246,1.04396789055324,0.0256855635215531,-0.948198213786751,-0.0116356739999172,1.85575138725291,-0.848535777598768,-1.34992734095398,-0.656768944048539,-0.870571648619124,-0.0714266078036816,-0.0972652905352783,-0.0173920230668922,-1.37068513059084 -1.39991444970534,1.18368958312197,0.115096928882594,-0.0561571295492759,0.0319040058723261,-0.73321029417832,-0.63485914733897,-0.380512717212249,0.143637207921919,-0.425714260530182,0.250695267377953,0.633084694815112,-1.45618829887428,1.86644256217356,0.75057630607046,-0.637537449150172,-0.652668626623521,-1.26920328310912,0.964618018983607,1.79084700958941,-0.790572154121886 --1.61529667610431,0.805437291322411,1.3358341629931,1.04332301208557,0.425832938415042,-1.32736978280661,-2.40422561402011,-0.721908667382816,-0.21352721249386,-0.726585722117411,0.563262992679555,-0.781763538611944,-0.253752338439621,0.230112411266119,0.647409487467368,0.461330603972823,-0.103813496179399,0.720138236686055,0.0120277611630546,-1.33109463777132,0.192958810915872 --1.99447512407019,0.0533177579003455,-1.76622456868524,-1.41551712125311,0.559859141843672,1.22159032868501,0.0951849244345055,-0.430574800938732,-0.90580354150467,0.153929488283963,-0.0721108638072794,-2.37438878087094,-0.300230431521369,1.24898296774292,0.268996899699724,0.354915887372403,0.248544314728709,-2.00118643775388,-1.61422097483558,4.31362069759918,-0.453254204777121 -4.93471936432667,-1.1673464152494,0.0162821809485607,-0.36039927881338,-0.0577620975507067,1.91704698194882,0.35712486468088,0.0520112613950351,0.227387077965971,0.45790760037165,-0.192239204934144,2.17098774165858,1.10800884003413,-0.0739568054531211,-0.547312805330232,0.727824843721085,-0.342414258962669,-0.118291632571851,-0.82432237665815,0.548008531756853,1.23263522013184 -3.10452073142811,0.323350155867517,1.08192986992441,0.200635997686241,0.470424665637623,-1.36330548764072,-0.367774357280101,0.100039399073431,0.986210086207782,-0.598969390266984,-0.785151241550937,-0.258712115747593,0.156852989830209,-0.80764995212509,0.241704417266945,0.454707367044348,1.9185962594158,-1.27566075843605,0.84869795031919,-0.262508756675822,0.846456492721845 --4.65242154294537,-0.320783022434152,0.367588290035435,-0.882089026231059,-0.850484493043638,0.11780070521376,-0.904231472757353,1.06773564736813,-0.908889962658395,1.242771232979,0.202346077885614,0.958733001925002,-1.26907882856656,-0.8377829675621,-0.572342586198592,-0.659714206080985,0.409173629873696,0.489460161516376,-0.60999648971271,-1.04248264826852,0.578173059816087 --13.9177022024575,-0.885950264101112,0.524396763398138,0.546434894790195,-0.0276035617951215,-1.51609015823534,0.315180214231638,-0.991942209701519,-0.926331982117131,-1.08194264251689,-2.07570708956324,-1.99518575493981,-0.965219736383748,-0.468221686205182,-2.46436098946223,-1.10937824991721,-1.13321119577213,-0.838556795015176,-0.0543107154589126,1.71692456327092,-0.53745990651731 -1.57886454289333,0.151278171838043,-0.433166383141067,0.217763327527683,1.58375917206548,0.800783930394138,-1.10760992618294,-1.48840794292842,-0.86120998899216,-0.902415471189202,0.804455293031748,0.692103441586259,1.21816850326551,1.53555278521956,0.401418732921167,-0.526737009126528,0.785229072336898,-0.85669686427632,-2.25187624775231,0.56355575283901,0.106642265765947 -1.90886339783409,0.57936347204544,-0.121180061973789,1.35190682092009,0.9661124188384,-0.486476991685879,1.44690123292276,0.354749344247881,-0.803109102778664,-0.894566351902314,-0.508338282712742,0.076572690576803,-0.685357286469689,-0.752265300577717,0.218019017548137,0.875610423383025,-0.373752149068372,-1.07260371640645,0.387202726526784,0.76899130407039,-0.282161403475538 --5.86497555098085,-0.0791668261764699,1.25089242241426,-0.27498798145791,0.959979951997898,0.234752590703031,-0.401540086482119,1.12409212742208,-2.03788489931962,-1.07211717498008,-0.214007451579048,-1.19898984622974,-0.35937338757413,-0.398474863983586,-0.532227477190694,0.169153246303043,1.34345679233222,-0.340227959131059,0.502819758041658,-2.03373358356117,-1.08345276441236 -0.539384940206405,0.848767635305161,-0.613230815779894,0.248022273943712,1.60132269232506,0.944508293755586,-0.322507285676355,0.764109106353668,-1.14321273861819,-1.65073132810936,0.164250153694791,0.930022488414378,-0.646974619195112,-0.110460333242734,-0.284384146607677,-0.297213030691151,-1.75161701915505,-1.07598388154543,0.265819686150567,1.07876342626468,0.331737381117079 --3.65498141491559,-2.51103348713237,-0.0258950909284736,-1.42133903333,0.927436477659474,0.122752465523584,-0.2161253721698,-1.24435707317691,-0.507010611781899,-0.564352744125012,-0.893220016828309,-0.136614592731164,0.991779460665307,1.19616145676658,1.48242331518808,-1.55931931377142,0.422861646286172,-1.68213231753903,1.842548708643,0.117419435612407,-1.47414625221795 --0.437762726813876,0.738477114377377,0.323966616778048,-0.779733153021309,-0.735879812993145,-1.41905243745431,0.589611003359673,-0.0703866157435804,-0.297749767640092,0.825207177142221,0.185534891618277,0.46276136040507,1.04607598299351,-0.323980019897544,1.12298013451877,-1.1219495020693,0.289114946756113,-0.682947501063867,0.85687392875157,-1.41877982748037,1.97201511483755 -4.23248678776137,-0.570994285312183,0.817114623827423,1.94010267205561,1.76709926679635,-0.212259897656973,0.710739866009836,0.0342395580629008,-0.498981902082885,1.15168555873752,-0.263926717799994,-1.91268522394164,1.02212476640286,0.302793895346196,1.31384986842339,0.938290458583257,0.325518635551179,-2.30053815510934,-0.678006161885386,-0.273032024622396,0.453923423490891 --0.415156246484173,0.286539016362005,0.181806632676729,-0.543654368202946,0.495654482139086,1.13627006402592,0.962570297316153,-0.193419192775601,-1.54584304810728,-2.05261972835243,0.0513927419369416,0.212878379199283,0.00699067880228271,1.47618945264459,-0.414858570838847,-0.859992093536358,0.382650234697175,0.685206600772528,0.493112376740034,0.641430496205416,-0.720969209159155 -5.24440690460609,1.14761985588741,1.25323839900865,1.04003045530542,2.14382139125331,0.18508449113874,-1.43764559983109,-1.1176350510606,0.0806389313085414,0.325968358896272,-1.36746302962502,0.305233918175539,1.31318784676842,0.33289320318576,-1.04626494087175,-1.08735022970534,-0.928336308883532,2.94698879698492,-0.794984067041984,0.0298992876225512,1.5127709124647 -8.24811869771417,0.139558702073078,0.606987137966268,0.553284412644022,0.016215115191383,-0.241289169085466,2.41761312234633,0.218155039186988,0.258733789844072,0.298432146088124,0.642284142579932,-0.906057295752882,0.384318244626895,1.15502714718462,1.80388974578754,0.449750837238908,0.107876885310457,-0.0121382028161719,1.80299837526035,-2.12533290947595,0.426971793398461 --5.06381043840514,0.0889266087987601,0.282535399568812,1.76665218628599,-0.980749680044722,-1.71537400839323,0.388737795787869,-0.0703018762143297,-1.20355427967274,1.36895060106039,-0.885934164098509,0.890554392208532,-0.318105619067942,-0.88789915280101,-1.24985859074845,-1.03511580793411,0.224240375725533,-1.44171338446431,0.749999557658271,-1.02622063110404,-0.0151570519962689 --4.79701393730678,-2.63015931699317,-0.308942422250662,-0.146063714068902,0.6112421748109,-1.27833579189519,0.638178037011946,0.303700663980938,0.217141453074679,-0.752154663131353,-1.52975556943951,0.104633813129277,0.298989406551534,0.957827137963057,-1.39424556190646,0.578789480404988,-0.341810087264318,0.434250285302952,-0.766780640518189,1.19177081919444,-2.39447843710251 -0.619623732969601,-1.21722083212186,-0.01514813414016,-1.83815264049657,1.51635383428133,0.941824870765523,1.00742117407977,-0.702068926766411,0.351974360799872,0.291306255001251,-1.70254863585228,0.704348241210424,-0.508131724167045,0.53613988955312,0.575656897424664,0.358134336649473,-0.433660344105812,0.497038127707938,0.467925922768398,-1.27812857878671,-0.24955069656178 -5.6357246290439,0.749152578850181,1.48793229299692,-0.229059773709693,-0.81575619777198,1.31425946653698,0.538755032602414,0.328042658211952,0.350251773497107,-0.553200365160784,0.441358376637408,0.283457442341231,-1.1610234993834,0.424919001469555,1.22654815362369,0.54034227999505,-0.534703331819103,-0.198024487561737,0.733733286359841,-0.484491829328834,0.0159158953396826 --1.83934385945602,-1.41593292411236,-0.0188243442670568,0.189368582985415,-1.45612068308273,-0.750188403311198,-0.497195812554202,1.58547663635776,1.72581292323284,-0.268089044367437,0.370891873196423,-0.281740952193008,0.874886130996352,-0.636145371246996,1.36976109744755,0.157430556183431,-0.1463452730112,-1.0746513057878,-0.169897911906665,-1.45205797049525,-0.388175057130556 --4.11614894949502,-0.112382661837672,1.18103283343693,-0.812141304034998,-1.53271158434704,-2.00911134128289,0.147461841280164,0.72475705279681,0.0319449204523705,-1.81483024269784,-0.963084553821563,-0.319223027820795,1.30324281403044,0.633618280185602,-0.905943330605924,0.898584767892272,1.38145858839698,-0.664422015802496,-0.983022605962726,1.40106332008772,-0.745307682127425 --1.53051886291594,0.304032006042898,-0.697481801105707,0.0148097082598893,0.223909266432916,1.6627567545042,-0.36559971488575,-0.461297695025348,1.09531848307423,-1.03267495347325,0.0638977305901812,-1.06887046555481,-0.520946200232687,0.507366282911189,0.722005729479307,-1.28062257489346,-2.24906744887637,0.134895228214691,0.641429548169022,0.336598077908288,0.754441987085606 -1.11121997744886,-0.354012804948049,1.14819288720118,0.712618213647192,-0.667192697493997,1.34530225631574,-2.13193479439127,-0.147369404163629,-1.18095753815871,1.02274050111406,-0.419551557569462,-0.815870173597013,-0.151392078901959,2.3869057796651,-0.0930369728183494,-1.01224828768842,1.31274066686173,-0.212639504704426,0.284178481201765,0.022270151700453,0.731483277256294 --0.977206142847524,-0.851242489529453,0.376574945215861,0.427131982227811,0.295798495467035,0.601242915407249,-1.31969659410344,-0.815666260919965,0.654534459312398,-0.370924719060488,-0.622533634822295,1.03751675062792,-0.534797393518062,0.229217704704896,0.384045426316107,-0.31454350469168,0.181315728233323,-0.563093851497003,-0.0269967194198519,0.564854550441949,-0.555410703174223 --4.93033947381405,-1.46117307516936,1.30221277747088,-1.46938668328114,0.23508767510381,-2.18020377706422,-0.316791115528173,1.28986331564324,2.70220717627301,-0.907934202693641,-0.254725763223375,1.4102619012062,-1.53167017339775,-0.563231548999914,-1.39932243843266,0.219257208003528,0.283796406588936,0.135890526442284,-2.0474797502565,-0.849326688642648,-0.708927035328752 --1.90520449499555,0.264251846213868,-2.28988123471329,0.685060924075895,1.02717855802013,-0.301138326536364,-1.3266352870689,-1.49101886879333,-0.509030392311554,1.20956264865845,0.725548130004388,-0.856073193066063,0.225630769980572,-1.33910465646288,0.382615930220434,0.169150487764884,1.04690921856794,-0.205802059849693,-0.253922901108891,0.361247502880595,0.935379679184289 --1.10633866207984,-1.90735794401727,-0.350382181158948,-0.77586536100477,1.71049509319442,0.685754652800624,-0.0711742511265848,0.224500884167546,-0.357026350619449,2.85390226749175,-0.00759296858477704,-1.62103274218843,1.46968342332571,-0.0817558629065474,0.687064650779586,0.584785066800826,-2.50990898369082,-0.0686578219309728,-0.582840506010522,-0.118930400966006,-1.12758260777779 --0.0776138195102003,-0.925231266230656,-0.0122421985295165,-0.238969557791972,0.53393011798566,-0.0122576573896706,-0.719286652450528,-0.12907215354764,-0.889096514106037,1.76130627993756,0.0417730071927942,1.07684037090593,-0.579882577023198,-1.93159191278669,0.364625871220114,-0.929432230144033,1.04841953035572,-0.120452011248269,0.85639148375324,-0.0714806648828829,-0.208593837861697 -0.672103081954058,-0.11157129294476,-1.37858364766303,1.40260357393303,-0.802460139069628,0.60458627901698,-0.910269356238121,-0.875229935526773,-1.61030066640668,0.987087302940552,1.12113813572302,0.599560342215603,0.310122655038346,-1.0894889911476,-0.587531202294307,2.03526610003819,2.15589953556279,-1.34910528220412,0.832100774979909,0.588821408238025,-0.236193280184935 --7.37821962810944,-0.965234425432678,-0.348201788120474,-1.05187557700762,0.161296189263648,-0.0507711059713758,-1.39146676964938,-0.267500773385744,-0.880930913932633,-1.63314918830671,0.0947676563108774,-0.944830501366512,-0.472468521885028,2.28690222095383,0.67971788899866,-0.217941118936102,-0.482462812984243,0.572486812407626,-0.218878827287959,-0.272220823211629,-0.518119950378573 -3.01180239551249,-0.162898923853373,0.594704292880913,0.28739299791614,0.634284747004446,-0.533801032107572,-0.0684597350736699,0.490715643723491,-0.75174220578301,0.0403710694107828,-1.43774354579026,0.393071688347301,-0.116700905807194,0.912916808656083,-0.0872645850852069,0.0594133769148319,0.760775856451122,-0.425897357730446,0.507074492768109,-0.134610123881106,1.84839672677993 --0.117414468371596,0.860184054944303,0.344152365278957,0.773376813037527,-1.03925984493639,0.150972643518259,-0.62749945123161,-1.18355424278061,-0.699806286231686,1.69608549637248,0.890874676384473,-0.235158529912948,-0.359694107257988,0.296989185269899,-1.4406898330303,0.369510231556126,-1.02260889273161,0.501604681117061,2.19857343506733,-0.89165137600727,0.441477160378622 -1.99860008925411,0.0180987749773109,-1.66298110135301,-2.03600251652219,-0.867000358111404,0.57298708794899,2.19361585131116,2.17196387321752,0.556324175882532,-0.716694284604035,0.658027601796219,0.573567909061046,-0.577763803037189,0.29805189750088,-0.60815655245639,0.225724115622616,-0.130782095266539,-0.0826413385934393,0.718521955480077,0.544048011175173,-0.123337501223302 --0.278718041205034,0.13726245583651,1.04885644897282,-0.778395852469041,-0.818876908244714,-1.34823171298237,0.0919877996400255,0.178133963188158,-0.434392968410387,1.36475661629604,0.119409307607191,0.15670469942833,-0.286184670841881,-1.22651396653239,0.00915306731358779,1.14078040505181,-1.24057927087186,-0.981125611315212,0.28742559702804,1.93432945028962,1.03741655591865 -6.82785647092366,1.59888607124798,-1.0325878929981,-0.69125641987803,0.855805118940283,1.08156687954399,-0.879771375551588,0.944818634340327,0.131948286925459,-0.846526284553871,0.426130889957582,1.31985189497183,1.18079097905316,-0.164478429227103,0.475250160265829,1.14668329667131,0.696649433242634,-0.764827996316498,-0.215684613542226,-0.309456202506166,0.867354097672479 --1.27414253947951,-0.11130084868045,-1.16106891210955,0.902402463050287,0.276541238892036,-0.313118196382833,1.80980308307674,-0.403006739206255,0.30405364408309,-0.563546538047786,0.503335928431479,-1.31132412523106,-0.785100501340724,0.33228415311267,-0.392077844863127,1.93504928607245,-1.54033293971205,-0.044388800493113,-1.04911887215964,-0.182549460622669,-0.0526444032568268 -1.42366842215983,0.285455873566112,0.442754113669837,0.439920963943923,0.0428144901545115,-1.04092666880863,-0.0915698610471927,-0.245590364470458,1.35111288156019,-0.425067279147361,-0.174525692983777,-0.425803745884902,-0.715052682079457,-1.15550254088501,1.92856942081693,1.26611975513518,-1.00050644272383,0.147740879196122,1.46765885199497,0.000542066414404942,-1.24830187390575 --4.72839821471239,-1.98390989606672,-2.62925732221831,0.063114879871431,0.79135234240713,1.34406192659741,1.08879045844139,-0.044915812127742,-1.18413097915528,-0.944678110309843,-0.576627747161321,-0.016916798040912,0.751002877234869,2.04547499701999,-1.47625865743693,-0.181162562968971,-0.678309694303607,0.14670616604991,-0.63358902404558,0.649631401987961,-0.0672772647248662 -0.841105069871873,0.0307402181073715,-1.30507208606628,-0.949234928804954,2.59123441541021,0.489565975785814,0.322184880019686,0.3542729822367,-0.418468218244292,0.529440787821046,-0.54721281024158,0.30131892447364,0.285626739974395,-1.2044369716233,0.797954916249542,0.763919390085701,0.232715950826257,-0.434808050947842,0.827902693473985,-0.258251103745883,-1.17856569664265 --0.702767050083586,-0.760004886262192,0.59822413504655,1.10030203911375,0.817653541497962,-0.145094719988532,-0.31757468149538,-0.0694518258048383,-0.622242900812127,0.550515470359003,0.0233780264916156,1.46644456219041,-0.873321283807426,0.828354132250028,-0.397379839492584,0.18987970548881,-0.530198360539585,-1.55130133215159,-0.0695231325362728,-0.545052495667255,0.1967493469979 --2.01773366168773,-1.22401321751577,0.182940487894312,-0.745685869789082,0.104370616419666,0.0784656489930723,0.964110742041242,-0.254955830833531,-0.437047844848994,-0.464885104520213,-0.0120787901830653,-1.58679328014087,-0.0274238730254963,0.620966229851139,1.51977513835866,0.040206033820834,0.727375555881389,0.270022130269725,-0.214162358733711,0.260125377896316,-1.01031448420702 -14.274612545857,1.00236665253138,0.153495295554911,0.578261487726672,-0.209847740030866,0.00635198689717092,2.7284027601164,2.16243981547724,0.230620842806285,-2.16862057874046,0.76059463287325,1.83047660656237,0.383063445960274,1.32052600517853,2.07249172643866,0.0405998676607998,1.15845362313793,0.362109062095725,0.0533635189230765,1.18903035418857,0.38352964207822 --1.73879556487626,-0.0215414228588399,-0.49722848323714,-0.370475321929188,2.20745950761677,1.02824463939938,-0.992598688232209,-0.703058037951934,0.2161681447164,-0.766225564947489,-0.693397461948644,-0.152905160695424,0.103137211325634,1.43482371412608,-1.29453166222604,1.07742841875331,0.202869204483516,-1.23358414234877,-1.58439110438412,0.897428091511747,-1.73387583899112 -1.16614155479087,0.94532133928423,0.422251548688399,-1.27206553023989,-1.17762023754378,-0.91885962691063,0.0594161770663192,0.450174009694668,0.35632624610663,0.430112871559863,0.000782155553345984,-0.683408924454063,0.916726127312024,0.340488197019146,1.14728476997925,1.75124338715747,-0.0102409925680568,-0.12383941882103,-1.60850921128554,0.785454220572261,1.16898973589282 -4.30619169342221,-0.908491216197208,0.449740311485523,-0.258922445747744,1.0572800860484,-2.29999992010693,0.0341709374872411,-0.770149562723183,-1.83086386695278,1.071527174484,0.264055214678641,0.361461146993576,1.34691453247097,0.0107349854126344,-0.66526905479373,0.925730511662884,0.0548129631831718,-0.509874391460787,0.676147085746779,1.64495385423227,2.70862993855022 -0.68780605727779,-2.40220222687674,0.20671451730782,0.278077276436046,1.40251229401012,-0.179790828198644,0.146922187910381,0.601345197879033,0.972349640909542,-1.17971763963263,0.488850343799513,-0.336904937561237,1.10334143323925,-1.70238882998067,0.110531251544759,-0.816482216402034,0.368875186713178,0.381609318454966,1.68681903201436,0.369614699816163,-0.455457398843573 --4.10372611196331,0.162938047526826,0.298034901155022,-0.176996626945182,-0.186163997943935,0.0236113689260998,-1.62689787644922,-0.107929174843684,-0.0755402174550799,0.768711656137561,1.17972751128859,0.734025614946041,0.726187967094859,0.162532748843063,-0.529727368598079,-0.0149402545774406,-0.479816115765054,-0.493291533342683,-2.75569752184181,-1.35854130877221,-0.830209886672733 --4.69583629291542,0.943208930634555,-2.14970679927273,0.740034386237454,-0.664177960157019,0.319117083650258,0.443894678718495,0.889255786098082,-1.23278623919993,0.4974630095708,0.39211885062212,-1.40275272335211,-1.01606910139371,-1.1907606617409,0.202176166370955,-1.21003984862294,-1.32655660123553,-0.660915247227295,1.27977848471594,-0.150617057031947,0.797097868957521 -0.985936510617091,2.54460486023111,0.470458696263426,-1.41446813231846,-0.441489372621128,-1.1096275708091,1.54714151269642,0.827109286923449,0.371226737654873,-1.01442371402974,-1.29849092219916,-0.341429734934785,0.596952554685706,-0.0810039690907161,-0.104062838286247,0.291256715388691,-0.387880041394817,0.748891356404144,-0.80223456219002,-0.236738166515353,0.0194327131052598 -0.0441244398022864,0.887190933493354,0.456695230950662,0.844648822924767,-0.234505570829309,-0.645763710355261,-1.12951780870025,-1.84652323813665,0.36364973990285,-0.162151504810134,1.13836412254671,-0.0387580451440713,-0.578505508197016,0.097406273574657,0.722311296552956,-0.957227109572255,-0.803350646700213,-0.75351965303033,0.974009563525459,-0.190411378778933,1.68581559559334 --2.93260600649913,1.06043676648591,-0.116386274879289,-1.20238430465218,0.794548063259935,-0.851185734910626,-1.76882051152017,-0.362830320763598,0.585046447489366,0.637387163274514,-2.52845103079488,0.828349597643566,0.443377687445424,1.24500815493759,-0.459734314501604,-0.0718032277372806,-0.381553501891386,-0.596105974142178,-0.298278011631604,0.0958330517320463,1.32150131794063 -3.9711901193901,-0.615747889000869,0.769962918147115,-0.00200061399738379,1.49947963218821,0.205038160111115,-1.1771683608546,0.47403977160005,-0.234119029806388,-0.124702265482688,0.353417980500286,1.7943858019828,-1.07171272457929,0.52672929981632,-0.20082162404092,1.45302807820066,-1.55913320277799,1.06212908135752,-0.206061321067367,0.652486997433509,0.336835730926337 -3.82467573394177,0.352854881416532,-0.486157598986838,-1.49673736294572,-0.0614471018388984,-0.530627006628887,-0.479281764003726,0.57628600875651,-0.20465538823821,0.319467481954552,0.122907263510472,0.288223077564838,0.846414731983806,-1.52606287361113,0.870842048048404,0.0482968057087815,2.6885803294495,0.292817881496056,2.20086142790117,0.385275607187676,0.0784879246170935 -6.86511477686429,-0.475328128308476,0.167987019811828,-1.15842736839303,1.796525098367,0.366442059794913,1.82834521152648,2.46037428440403,-1.28237396262809,-0.024655725959833,1.07430522959468,-0.222251096949012,-0.204426240408758,1.29163135782991,1.28046283116455,0.686936542256034,-0.391682808720034,-0.439016248257256,-0.652235768022027,0.224861536525763,-0.531118432189705 -1.77870580165016,0.422056369813675,-0.162098074092149,1.80539431548676,-0.0984107072548523,-0.304940678136814,-0.740083877453148,-1.16587564859163,-0.219332126639205,-0.750100850670642,-0.147813640492101,-0.231390019320637,1.10157742232927,-1.12247220851172,-0.106241644016711,0.330776837722659,1.73321041253721,0.642124053209995,-0.551387416941735,-0.350714227513943,0.31349558017266 --1.72687332597582,-1.1835591542214,0.809429042242191,0.221720757403335,1.28267838373584,-1.47761993371686,-1.49158380475888,-0.529591502207297,1.5365422183539,1.40135095243567,-1.616477584589,-2.10731719036862,0.761629279852709,0.721173418359569,0.672847970399944,-2.2080059265539,2.11131383377138,-0.369153408446895,1.08003567478533,1.03050392260422,-0.879539650627343 -5.38871109229984,-0.383749583492094,0.652645788372391,-1.10880342410359,1.28954956483655,-1.2268571041318,-0.508492001407458,0.989503584331286,1.50377489107103,0.380164723625606,0.741610742714453,0.0850208398434338,0.661427846771189,0.142878575163364,1.00865966002885,0.31715690141275,0.951080236110823,0.0534419357043298,-0.992451672059287,0.62839972258796,0.343908922373637 --10.3031988942345,-1.45966580569284,1.37985918618585,0.000932879637404772,0.358323204217138,-1.047767954065,-0.483599824970675,-0.383916515412138,-0.334568513954673,-1.3666108059491,-0.69404099581234,-1.18767542738066,0.556152026212226,-3.01653126391576,-0.799627273697153,0.257820732793291,1.17040100247202,0.572931051950193,0.535532744896297,-1.3439277581606,-1.02673980226629 --2.35409085953086,0.0457732244649357,0.269707039777238,0.0987210765930703,0.593877338636615,0.0199711308113614,-1.07318784631774,0.807562680701955,-0.185470762154843,-1.08955769759328,-0.452143338201977,0.369599074815208,-1.63184252536842,0.877736924156794,-1.30808834005274,-0.020453803054225,0.543253607668214,0.608213540909879,0.427465659414831,-0.0681350161679104,-0.815793795555638 -1.47652604116424,0.452456113831145,-0.986911913792363,-0.134903878394743,-0.793969353393423,-0.685732880001772,0.761391193314217,1.31863196376928,0.197494070164804,0.610061948170662,0.844862014545362,-0.709815528024437,0.591896716078694,0.858186774495958,-0.854842494470258,-1.85483527703229,-1.43993417423299,1.36537324960951,1.30071071243812,-0.140627017423364,0.0325108908928459 -7.52656071521957,0.0575658703764589,-0.664576914284425,0.88553118230643,-0.216826086065825,-0.452482600604753,0.465701073075128,-0.174841948068465,-0.0695686083944648,1.75772276907348,-0.310476840096008,-1.66770004856147,0.34560611891216,0.685716172537949,-1.04136139226183,1.15482292018856,2.88966481027175,1.03661597184499,0.833198432132336,0.300922148910083,1.65072974785408 --6.49113298358267,-0.63869385314868,-2.57375337390525,-1.11036519448188,-0.373355458364583,0.115666768606097,0.952759102902013,0.689496572467002,0.202633852642887,0.994514646928975,-0.521337115216712,0.388826213222301,1.4134160586077,-0.633948610903574,-0.556844985126077,-2.02453837605898,-0.289393911654418,-0.988974384526658,-0.635896099591426,-0.501857457796408,-1.06441901357914 --1.76364721375006,-0.23868131830546,-1.40943307478668,0.906738906307247,0.0176347046477064,-0.117178500088257,-1.76911449402349,0.862933144230142,1.41662288198777,0.51543055843574,0.587995144763378,-0.145391570005389,-0.244131606356921,-0.321029855873822,0.579329329516765,-0.979559603812704,-1.32377304534543,1.11404510014883,-1.83284873097827,0.190958867331571,0.525271214376137 --2.03495967046252,-1.64290262156884,1.60703169374876,0.409181610422611,0.129475256945965,-1.149218542756,-0.0757383378827193,-1.98202218542275,-0.0628568600336215,1.58286253200719,-0.174546165880779,-1.10457744070945,0.566243520311191,1.44885396787722,0.10868266539379,-0.236225529695983,-0.807088456440335,-1.3560827016566,0.849776113291475,-0.108103233535867,-0.391845672713427 -0.994180421525704,-0.222574570956619,0.54181918354167,0.853226099741396,0.239273554077329,0.291362373414812,1.50410246225016,-0.856689536738471,2.07186896436019,-0.565770036695059,-0.53603109352636,-1.53259656575908,-0.481560629127927,-0.710583408524947,0.478940477794512,0.360474414537858,-0.250649537814426,-0.29621561337659,1.60593646505492,-1.95871928802754,-1.15101523810692 --7.4858251783458,-1.77556845073388,-1.40677623749993,-1.13146707677987,-1.12681176686028,-0.658827911097943,0.932555906667294,-1.57165614007708,0.472413420641238,0.310122837615651,-0.220876404602635,0.5013268262699,-1.4619021379468,-0.750130633867209,0.48810739706452,-1.1039840205179,0.756628746304015,1.17630135515051,0.482982983451975,-1.00228308167574,-0.840970880785663 -3.91806108484416,-0.0154659027849208,0.0917431245805301,-0.313938232906814,0.938942704318851,0.713684926500084,-0.305296663561043,-0.143893031701478,2.63757199597906,-0.391714280649762,0.457042073053445,-1.69953949847867,-0.662102639146441,0.0370591523787833,0.156620194553604,1.82367307648073,1.09335230658831,0.552048837096349,-0.0807163994609657,-0.307612680603925,-0.559038211786848 --3.29395574224796,1.7510468744589,0.0248136944610106,0.286688809902265,0.382880395184542,-0.856397828324186,-1.59174833171177,1.1285744222883,0.0207788651853837,0.304160881648878,0.590620212531963,-0.954765521023168,-1.25454371322541,-0.350792057195092,0.153479539580185,-0.587786123538095,2.0192536712172,-1.91214090762447,0.184686185991973,0.2558493490072,-1.58473203611199 --6.92376069954767,0.704206505549981,-0.695468400674277,0.741771609027891,-0.111287445263776,-1.77635758072602,-0.104263370781386,-0.507565360947912,-1.28158870565091,1.27820909256016,-1.17951586547897,-0.0778645631136571,-1.07238449672483,-0.321180688630455,-0.264365295317714,0.568083937750824,-0.461186745030187,-2.57333780225649,-1.20518148009005,0.134104619162855,1.51913707189363 -2.08655178831886,1.48101932421716,0.539095153807297,-0.237130893778718,1.92495949169782,-0.580125941836303,0.637566616045543,-0.0825588281880771,0.608581043469789,-0.242533609712334,-0.649137041796289,0.292553427775167,-0.813792234795596,0.233329089359373,-1.0105532941738,0.622120358081122,-0.294255148125725,0.764286551188211,0.557153006405974,-3.02668741199964,0.961724288297664 --2.85912818541416,1.35288791215922,-0.860081128903956,-0.353367963707874,-0.466154834212224,0.264363001664755,-1.35431857484336,-0.25234578994084,-0.207558051777662,-0.876453707174973,-1.65352146715308,0.321835080319374,0.50085640058242,0.141068290621599,1.19732786194516,0.177692487250513,-0.466590653101007,0.0384729379067386,0.746767849770346,-0.644101622874808,-1.14271223914005 --1.51555300065468,-0.329957835667702,2.07134251634366,1.48738318782956,-2.04733999442971,-1.25561353957693,-0.789886649072359,-0.799834879247348,-1.49861844328645,0.844465646645187,0.0153394196844199,1.43354476917534,1.31088500300528,-0.878120422595597,-0.109478941073824,-0.379923177029392,-0.661557192174432,-0.172933899532623,-1.11396001999299,-0.0258344224599313,-0.399658216916246 -5.76244962016269,0.363498740513271,-0.298150942758097,0.477604962989103,2.6115954156627,0.0872949581653646,-0.508629219572021,-1.22030467020097,2.0810151906769,0.795040289227659,0.566458051158424,1.84478638400894,-1.91637756429664,0.813374706683755,-0.767241051870731,2.15925200060402,-1.57240435796819,-0.264101280919576,0.676852642524604,0.423905947948137,0.039042880579221 -7.92410855430134,-1.82766273311387,0.0820378584462313,2.49909962367596,-0.371241493610647,0.531985428607736,0.567825993153747,-1.21284437539951,-0.271345696128106,0.00851943469429685,3.44478706795782,0.313935040515011,1.08722638909526,0.405089147704853,1.56495114794175,-0.227757255941851,0.738896564797216,0.413409057681245,0.269832762993739,-0.182619156544132,-0.025051424432041 -0.133637568485592,0.893777744052533,0.188322405382176,-0.160848841480071,0.187621413314438,1.76252927500127,0.0954343363743075,-0.324874004470711,-0.0335272432358907,0.939762734309481,-1.23498818695138,1.04702091138392,0.605252367269784,-0.0448049271221794,-0.945782203552115,0.753083503814253,-2.22222984870411,-0.340570889767144,-0.545458012332928,-1.07631182118305,-0.396939413214316 --5.4472486766828,-0.719124934258425,-0.823085582231641,-1.53147014622117,0.814959318633041,1.9275251659314,-0.375024715149973,0.328310934541692,-0.960189778390128,-0.490113952922674,0.157296078597923,-0.399902650155386,-0.234039896365848,-0.560355065752242,1.27510578282593,-1.21369152965097,0.568891044050906,-2.27339258852448,-0.426093639830419,-0.177840303355922,-0.780473640711313 -1.73117590757711,0.940509519826436,-1.39834436382013,0.191802451488373,0.296972573655612,1.07899493301187,-2.00346747106752,-0.671193048131633,-0.375341195218126,0.475741176491189,0.939007769541529,1.26842149982287,-0.203973159965143,0.5864669950159,1.34518549881393,-2.23852587383683,-0.349597769645938,0.500784725286139,1.04680576052375,-0.110626718030346,0.534395009598519 -3.01561784542907,-1.87115759094389,-1.2927403310705,-1.15433362188808,1.25029770677429,0.569111926016602,0.0662916160454866,0.838051686877855,-1.54823307422374,0.627420622908436,-2.51126399529643,2.62236316384208,1.00588183076286,0.822779239345867,0.192572206308172,0.431412128149358,0.770243730713699,1.16128199775804,-0.583241925498204,-0.579887010823525,1.14987664496051 -1.73249427715886,1.1470027171805,0.443034681117709,-1.25575050882561,0.593413266163839,1.29856624409925,1.17099778102386,1.70568790389158,1.43255074513003,0.712197732707202,0.754967322574615,-1.05874009162366,-1.08068701352866,-1.09411630985558,-0.139675101631583,0.448497937627188,-1.60538782083104,0.548666533863728,-0.368180005652196,-0.618370586272304,-1.95842307113463 --0.769186900306661,-0.502991094870725,-0.019901495383175,0.042150661187069,0.0944206430497408,-0.454294019812863,0.685996309911473,0.513730235026166,-2.77949774740851,-0.318707419559588,0.570082914379203,1.25565526377753,-0.85134990923643,-1.1503232220323,0.147235138851405,1.36526020341661,-0.0463235795181381,-0.656742159839524,-0.390657769994319,1.09781569141421,0.158785586340191 -8.61232383328893,1.42589836833203,-0.725364384846781,0.836607745191715,-0.0307071213440141,-2.07843030027935,1.26424156555179,0.779864685215424,0.322569836619188,-0.33346224929798,1.6231188342393,-0.56356439110234,2.0862554583266,0.941126237898494,1.3705184277954,-0.741054071476207,-0.832789799059449,-0.218318708379129,0.336928620768859,1.30969377309701,1.32936038170842 -6.33917284771714,-0.0193399555708498,0.278459068614333,0.470274613394164,-0.772936150422348,0.854687718498113,0.113325699440249,-0.652989330456212,-0.160603253737909,-2.36074046758683,1.44307293671224,3.13281382494809,-0.472146705669936,0.94919458876295,0.0591354423293196,-0.020245476143218,-0.0416728510378879,-0.188680882762043,1.77254765295322,0.770852842392572,0.543508290934915 -2.26484753047386,-0.638073726419699,-1.08126224771561,1.08424899880456,1.55932902411219,0.551198258153528,1.19773093673483,-0.685007689190707,0.877061146819906,-1.69482057480913,0.71738706298696,-0.184243956623773,0.25858846708576,0.307205662628257,1.21943708633737,-1.44682186999439,-0.474722856853335,0.193018818505108,-0.451780549138818,1.34144513529042,-0.261831055689931 --3.6592368813843,0.498271000392072,-1.11850857702214,-1.08389985294011,0.799495599097808,0.570571462599097,1.43238952377766,-0.32167092648969,-1.1320956110952,1.80959480209762,-0.0785302215256645,-0.314480010825691,-2.7033331203761,0.422422685073821,-0.721168226380038,0.281817139509545,-0.799154058641835,0.118378180063394,-1.38441894729997,-0.539352156221103,-0.756278671596805 -4.29341379183386,-0.0582467351906532,-1.02718410824016,0.203962698682074,0.918787819072283,0.560508240591322,0.0502632608892915,-0.100328348491061,0.15313662449932,-0.991930449868984,-0.879853667331311,-1.79195011067396,0.704856575130897,1.29115804671556,0.652751282010396,0.244586908400023,1.73419405252964,0.692204597875802,1.214391667691,0.592850289239848,-1.50847868558516 --2.3923684464278,-0.626216777775201,-0.652126156843609,1.62710621007178,-1.44258417769987,-2.08651876240473,-0.978703124450203,0.30242141566241,1.25731010460582,-0.411955382143954,-0.869770349677382,0.677284158179691,-0.933740327025113,0.123432187356962,-0.0306217351802537,-0.457983002928639,-0.353547434418605,0.843100138381172,0.267366040422542,-0.0490413174428553,-0.10578167034201 --4.57202362649023,-0.89462076076131,0.00335933870496541,-0.107241226407828,-0.763012301815024,0.402750613009349,-0.205945634634702,-1.08876623995251,-0.459993484246855,0.803282490508984,-0.906921057508072,0.287264829036082,1.52321480212928,-0.352927747350245,-0.497635008644024,-0.938480681875215,-0.995262000106004,1.14032409053146,-0.352732059549,0.262701283147299,-1.10738300794963 -1.12001551471065,2.4100602149449,-0.637129204290629,-1.76144511958425,0.00309095937734304,-0.153739193797523,1.57322205114212,0.630868071777975,-1.00996242462846,0.12537943092345,0.896929611229271,0.230609323326036,-0.889640681626771,-0.669940821654357,0.951184547293562,0.109372031125733,0.151794442012653,0.652632385939141,0.638792722694299,-0.893987033015844,-0.615383732323239 --6.58076388658565,-0.949647250572148,-0.378166515918054,-0.0640728239924779,-0.132232668869319,-0.0190973260524465,-0.755098648071208,-0.850123900736789,0.00282385879474699,-1.26313602378461,1.08893133825943,1.18143370519304,-2.07065962717401,1.58449404360564,0.17041514763273,-1.66964945682198,-0.762212913315857,0.601830568829616,0.169325898260362,-0.69822675062939,-1.32974430403537 --2.43925511232355,0.559151500570031,1.47727489514058,2.20376966887589,0.147750529531163,0.458626035958275,0.826323396733526,-1.79298002428038,-0.560692309399299,-1.30904211065709,0.934093083569294,-1.0028405174299,-0.659133019161063,0.0423185978175298,-1.73085287541014,-1.66708489001362,-0.694119832357131,0.67047373777878,0.652583917791834,-1.0935527223275,0.0826633444169635 --2.84703717439603,-0.211414689679582,0.508022602945976,0.089436319677424,-0.273903581750945,0.309360938034163,1.20948119137735,-2.62905140886935,-0.280157262674815,0.0278967030508911,0.23294662801369,2.06854375589969,-0.350509157487495,-0.115685831828268,-1.53419469382154,-1.62940638358453,0.819773153265467,-0.732670937382477,-1.47179971966191,-0.352441964057954,-0.414560989763172 -3.6267446837133,-1.01785480180753,-1.71156493334211,0.405372124536764,0.717833363291043,-0.507384616528857,-0.571395522762855,1.26847673125331,1.50751877295924,0.26455606021373,0.115161745769085,-0.552890275242499,0.109407447254385,-0.42443685325862,0.629798408540862,1.84696280883755,0.107391162973387,1.00268585384593,-0.533003741490502,0.110060695977677,0.274899589732346 --2.14430130849787,-1.39019098922727,-0.675212543890165,0.700623425195844,-0.64714003088132,-0.508276331430227,-0.517512952029781,-0.395083594891418,-0.270090015436313,-0.39124877736269,-0.176992770877087,-0.776692954001267,-1.52896274377005,-0.133934202268592,1.01885438591886,-0.372860671625971,0.829028703427346,1.42227561022495,-0.978326490139579,1.37012269993284,0.164631923971595 --5.88052292827672,-1.48862930913481,1.40670481636157,-2.00611146444095,0.393288299020015,0.726905110671931,-1.05552100333725,-0.274078091386708,-0.360506874289043,-0.269607852543441,-1.78340035719977,-1.00630732934348,-0.0654795081436882,0.370963438492279,0.206704556085093,-1.73226650632201,-1.56307113311236,0.0330114245015608,0.493239860317301,0.635759493918813,0.122913968506294 --0.768650200053449,-1.40604463352557,-0.969618946558685,-0.413356005374924,0.808135796440143,1.32598900755351,-0.857195352777913,1.4062323591926,-1.3914524526378,-0.859866036077779,0.452500837930971,1.51797493785742,0.373535839770856,0.998062702640173,-0.825851866241567,0.0864628056283365,0.132590080716006,-2.03471050571799,1.47098569637751,-0.252943204920396,-1.80780056022132 --1.54577639981775,-1.49623548221371,-0.620278522022155,1.54135407161685,-0.688155895045752,-0.839454890597299,-0.538962695509989,-0.460353921585688,0.792756804654833,0.782482642964748,2.06652927463285,-0.136679878047067,-0.235014846242182,0.948094153363401,-0.870024574705458,0.924803942914943,0.308520933082523,-0.588051323033378,-1.1561545973077,-0.441745196479367,-0.0778692314691443 --3.39281258863383,0.686145924102054,1.3544229404221,0.0387316929468329,-1.02253568921061,-0.0909751313040484,0.548303580766089,-0.776667068586956,-0.955666619105119,0.178403613509402,1.37362138139389,0.0916697511707599,0.522232086276929,-1.40833112270565,0.277475260600248,-1.04821147927463,0.960349411079127,-0.0139483502192056,-0.676673491895662,-0.769684682007601,-2.50354011676891 --2.6862968820579,-0.236761630680826,-1.57325455325847,-0.663553411335191,1.68572077282854,0.0973660204479066,0.770542028891647,-1.13328136437683,-2.65673772374226,-0.479225319748285,0.154145951834847,2.06690410096307,0.803012274892801,-0.113547624589811,0.606897747190359,-1.25516546198995,-0.341108860411854,-0.882586437092351,-0.564558442295056,-0.0959450502873808,1.21737008992585 --2.46400560532204,1.99914242920796,-0.0996519809384595,1.29457431170985,-0.180486696958185,-1.367162750262,-0.772204256326701,1.28870994175347,-0.278463032813724,-2.03092277411515,-0.262783950642755,-0.781938309103524,-1.9199496518528,2.36058390344454,0.289743474714136,0.33406800344919,-0.733718034300821,-1.05409998430485,-0.316402081323668,-0.810940725519733,-0.40576380037855 -1.28068463667208,0.633238682895559,-0.201967830142326,-0.618504536766351,-0.505428937330416,-0.870041677293511,1.70707007089121,-0.652263637937753,1.46273378486123,0.687496084007355,-1.78133830724716,-0.0331542104429437,1.56700129510413,0.794582299755008,0.871321789129263,-1.09090685920937,-0.987290761603469,0.613739920533769,-0.280801572455121,1.27489204887729,-0.522096406509568 -3.03326596052255,1.64819754690779,-1.52628335794542,0.0636130772649157,-0.367113260557229,1.37877984914848,1.02135668470228,0.816116536485282,-2.1705867637136,1.14371306944803,-0.0290687218236378,-1.43471125496571,0.474317438905568,0.693799901984024,-0.564674517221329,-0.96414244286031,0.547153646723427,0.997038241265465,0.70400644499374,0.854980207604544,0.0209093149158839 --1.64941363270017,0.502718643389684,-0.391286436308949,0.0322293071433554,-0.0577446500826814,-2.05202245384433,0.591143727104325,-0.0238234920610105,1.20233195470266,-1.44164843111224,0.723162588247197,1.85346211211034,-0.977272245432027,1.02827271670402,-0.74266651084031,0.463355134952943,-0.410053942933361,0.0485793701405502,0.102755580292123,0.168514242368161,-1.90416812776786 -2.61299105914184,0.845467412356198,0.217191740793471,-0.726207138973186,-0.50040472844623,-1.34254293344838,-0.463715413145745,1.66079093630821,0.461395235415478,-1.1139246553262,1.09363880790982,2.17208011338007,1.3301486981483,-1.04961717261798,0.451254320968271,1.72899481372444,0.126071204819742,-1.52968794693604,-0.853290312365708,0.508179253947505,-0.119736710397599 -6.96535875157801,0.467247395729231,0.578992540894106,0.0597469953152247,0.0389612876185632,0.229391442731224,1.79725093908362,0.989139993269394,-0.21057342294573,0.09876387719774,1.21336084418659,-1.38359183265488,-0.445689524682708,0.733969743058766,0.250631447872923,0.496243825565444,1.39558366065197,2.04023459731123,-0.575556992490145,-1.7855066620059,0.792035077842835 --0.4977755922852,-0.402055063696625,-0.567617692837175,-1.33023556986418,-0.324348395481353,-1.30707452541888,0.08830138491212,1.70554379572178,1.03860071066931,-0.362067822667197,1.8309110192157,-0.420944581097819,-1.23286171234495,0.535709880547769,-1.568855749252,0.436814782716326,0.340373055394217,-0.668951853578984,1.18457879209242,-0.830751134370188,0.334736940949632 -5.03960577182392,0.923526703253396,0.939025071540699,0.255219285227377,0.767391281721113,-1.37763309662799,-0.626657674460169,1.80243590886474,0.626078101542031,0.896643550788673,-0.8319901501788,-0.467928775153548,0.579796533050086,-0.986500322178521,1.42892338573857,-0.725018907783454,-1.33376094042694,-0.423916564132947,0.190347900512179,0.699182138257049,1.0483775927266 -4.09678026363238,-0.0080556407117813,0.117497433990447,-0.818903485268294,1.76884663343974,-0.488109562652682,2.35343899983487,0.0628709178548611,-0.0856503068029972,0.841678841921736,-0.541485350409455,-0.170317378256674,0.236334571491836,-0.468408648391806,-0.485272700982832,-1.95371807084046,-0.544404029364074,1.27011434294735,1.22635164194827,0.473392560667001,0.68120909381586 -7.92367815842195,1.03378423761425,0.680559981116929,0.554014216817775,0.500834113715649,1.07657230622584,0.693126542575565,1.16061819838782,-0.0062173705756994,0.319021726750637,0.288021818603656,1.0331627106928,-1.33376237291738,2.12149131458985,0.762410056329261,0.618296580287298,0.145487200134319,0.561408409577494,-0.970234556426049,-0.554871471785778,-1.29754393329921 -1.97373221331842,-0.799126981726699,-0.0217325620978737,-0.478183697075227,1.31848183569006,-0.110634131834754,1.05783884278907,0.554332358561869,-0.795044772118323,-1.3892400941122,1.71192563042257,-0.215102724855017,0.597313681931009,-0.576321574299109,0.984398712768104,-0.925161506874939,0.726040000207781,1.1332058780645,-0.0496235225567601,0.692372420028934,-0.527112231734317 --6.05946913041637,1.00423302095334,0.588237170603876,-0.753361221724604,-1.17821848275653,-1.33654338191605,0.788295819994894,0.729617840713404,-0.137235543829223,-0.52223350236813,0.106369941306394,-1.57285889527983,-0.282754459287527,-0.0805889446601675,0.0714573301566437,-1.17075577031513,0.251806703557254,0.30311521717798,-0.161484596562305,-0.260064009431868,-1.62591686546617 -1.99877778861565,-0.311973356192691,-1.20999319353251,-0.357039302095651,0.0236282167366343,1.49743486968506,0.256558602030372,-1.12598394723468,2.55465705445726,-0.153073956154165,1.03158133671062,1.03451729683509,-0.216139838237466,0.600303888671772,-0.404609902431318,1.03231042230681,-1.54083442383485,-0.233914175354512,-0.752417169659237,0.295979739540542,0.232901330344392 --2.9756232153937,-0.88614958536232,-1.32541772108994,-0.939106626542494,1.04961714120299,-0.199495997047115,0.608244724533075,-1.09051024339962,0.970905664037948,0.370760827521976,-0.177855774071672,0.719387119886562,-1.28822932912829,0.74696217971243,-1.02484936575605,-0.485243231231065,1.04249938661792,-1.22058355968666,1.11992618430082,-0.219680021171024,0.0224620182284315 --3.96748973238512,-1.9222548962705,0.951979720153307,1.39366492779638,0.290323734411091,-0.0179126258481685,0.475596745398131,-0.462975885944037,0.137799266183452,-0.726596313854018,0.701722339499431,1.62323554425666,-2.20686011816879,-0.816371879327757,-1.24927591373342,-0.147691723074918,1.08082586994215,0.737759662819742,-0.510010228673038,-2.05442719274514,-1.46008367182467 -5.52078880470521,1.61970074406333,0.860004385395497,1.62581486246563,1.24212622274463,0.236628192792844,0.192707085382264,-0.0530182899740466,0.845655275590407,0.433378136100117,-1.08960295642647,1.26187340041938,-1.27889820178829,0.447984453827723,0.7751347455101,-1.13394404154377,-0.0808466620995354,1.34772248210071,0.344757720482901,-0.264959643896165,-1.17976278215463 -1.53798756523883,0.519269904664384,1.06079030632322,0.409001064984094,-0.685085703946352,-0.127413766428618,2.03872606100209,-0.949674415565509,1.29555925783107,1.27284963979513,0.191074382274892,0.445814524930883,-0.874655854500792,-0.199624338672036,-1.15346151827463,-0.900987650387214,0.423864146967108,0.966206068113405,-1.51204461075068,-0.0443428807249767,-0.395808658374321 -4.02550682966813,-0.055849931834021,-0.350583962856793,-0.092558557951794,-0.667768128603639,-0.00359271010569875,0.657414394926236,-0.22909825623345,1.35450926518489,0.0951566441455683,1.29755118947806,0.0855340004647133,0.413390864009734,0.542106072751152,0.836715287287589,-1.12130938933213,-0.0010346447310495,0.658529865465047,-0.574814605477442,-0.201820250389618,-0.385277346469918 -0.837266387173937,0.696417610118512,-0.130765555518792,0.206098709130853,0.94091378610666,0.0521923659222569,-0.461108396501187,1.24601148733197,0.0155538845105519,-0.278746460550055,-0.88134610543002,-1.04781131555334,0.124347688210978,0.316089237036378,0.0146661189849421,0.510773014449715,-0.35706405680899,1.37704983584114,-0.119478454569718,-0.884692241206518,0.534956210766656 -3.21624931964811,0.0535156788292137,0.763585907774061,-0.0916028925650905,0.995331338974264,0.457971301922998,-0.297281079651025,1.17129337689075,-0.572103189699661,0.631504623962339,-0.0330678480669466,0.451040238619665,-0.131559674158743,-0.00273213651747849,-0.645927715356027,-0.12354723567052,-0.755592999376532,0.465014088348679,0.300765143776261,0.850420115692183,-0.250827243514023 --5.00135911610847,-1.31028349719307,-0.493905734041476,-0.460001359359083,1.02100437603399,0.97255471852604,-2.67348426478549,-0.0054076651507664,-0.347970844119262,0.379998466983727,-0.160713560363571,0.00180258732377189,-0.186365312208581,0.794373454678455,0.217552500399757,0.112137360679375,-0.0743700707285964,-0.51077307123624,0.191669814167678,0.212492131248104,-0.461187400661432 --1.90388745162388,-2.12306605809801,1.11335984755571,0.567494277313853,0.792595847061788,-1.41295027248857,-0.397742787375203,-1.23382997107496,1.1783051563332,-0.388193594794378,0.804337893910604,0.84496525613324,1.51213832748998,-1.69080588169652,-0.235064884679602,0.941232921069354,0.631085963304371,-0.727648682177967,-0.200662796729174,-2.62992696155248,1.05773758967134 -5.55648610440691,-0.208078589007654,1.45896272165295,-1.46018697071985,-1.37722929929651,0.682113649326734,1.51868616023335,-1.09443671901476,1.76553908986846,0.968483457648887,1.28012229215405,-0.27787005720548,0.936807553659836,-0.30358537414202,-0.384211544600632,-0.701568140292205,0.145580588726683,1.76100606445303,-1.18877620693414,1.65683910612204,1.0585748620515 --2.09762693676778,-0.312786579520356,0.634593123834581,-0.750573164161882,0.184422400243674,0.657264068434513,-1.68275580264322,0.0327752547073288,-0.580841588890332,1.26818694448879,0.8643927823033,-0.48376272934316,-1.17503042968737,-0.581285317853493,-0.411816484247884,0.333734785465161,-0.313655348270296,-0.641313288538183,0.317270770768072,1.27038344518817,0.248085280534322 --0.769920379502021,-1.05823570968124,1.81668024231221,-0.287135517890057,0.403092266103978,-0.838449042560566,0.384842981043864,0.785570577117543,0.284664059247559,0.0285974918926186,-1.56851623611537,-1.03446628120239,-0.520752856166483,0.0752103101591021,0.419218889348569,-0.275356356212666,0.255118194600717,-1.4615593525023,0.573703527752599,-0.548997886842316,2.80756378809663 --1.9856464746205,0.417223595566457,-0.32028189706632,0.831634079640363,0.894458743580242,-2.84209103518371,-0.360786681573486,-0.102628276387881,0.278097610310195,-0.0698031577021992,0.117711854627351,1.2721750730799,-0.631965389275661,-0.921306880555219,-0.771411511968417,-0.767950176266895,1.24319058705056,-0.0730568680372231,0.403235263712946,0.312267245063946,-0.366923590730189 -1.23563878658972,-0.315451534215849,1.43786452824517,-0.526986739821502,-0.530301444573468,-1.16141065395034,-3.0836293118678,-0.609973396369072,0.241913201743913,1.60165544868338,0.636012276723574,0.885474833720815,-2.03972539247267,-0.720489404241446,1.61144017494578,1.3157014424895,0.511502057299397,1.16897545430937,-0.326523719359641,1.56025737355119,0.672160785371616 --7.56512329509145,0.82554913408199,-1.90125145892818,-1.83264390293434,-0.170828816027007,1.46721919365727,-2.01862965562775,-1.76747852569404,0.200417539457411,-0.83514768203211,0.692199701965931,0.488155832231366,-2.45807249030708,-0.169415306922618,-0.741526403159912,0.00526508226598835,-1.06346034034186,1.08119559255559,-0.160919664532072,-0.614162783643819,0.315615098446113 -4.76195787350705,1.29127203757818,0.249615401584932,1.04643156067966,-0.280021446864188,-0.469619619568047,-0.0728856908520337,0.430969701666025,0.566296233834808,-0.91123055983459,-0.736372685964484,0.159171628578652,0.303094856175629,0.854165418915494,1.35273781717804,-0.720050025361699,0.363436216317719,-0.956883777742078,-0.305675741848913,-0.251542129671028,1.87923971165287 --2.95790640534891,-0.625104977916382,-0.0559608431960576,-0.519688393861404,7.5402597447214e-05,0.614247765080396,0.742601008665877,1.65020037023587,-0.256490244867609,0.254681662231451,0.112941881343522,-0.154131201894041,-0.156712975439529,1.29682757192128,-0.589129187401104,-2.52719112437463,-0.183166794519402,0.772717734769463,-0.444748159737113,-0.192761835552543,-0.88035272893659 --4.45975211205653,-0.87514675454924,-1.54927952435673,1.05350590880319,-0.460546750924554,-0.779957569435093,-0.108827965542253,-0.274024689450661,1.01352031836845,-0.364475929414025,-0.376988972813123,1.70666799324017,0.564650493559575,-0.870439478831325,-0.138472161221992,-1.41114539302601,-0.347078409721048,-0.594364922107377,-0.0396355874009148,0.0513396310555734,0.545340040498837 -1.25922901560822,0.14335694280806,0.0633955981768929,1.3615272563673,-0.714637188967071,-1.74898127301175,-1.49591553218414,0.835788440578447,0.291094922741783,0.810761624558992,-0.192942312201797,1.04347401890802,-0.58825006393863,-1.11044604160729,1.26204700155552,0.90199881152041,0.0226163234517898,2.57063946167023,0.111116066399835,-0.818048884664715,-0.622041057215071 -0.123052211672377,1.42518963325776,0.678469773470842,0.055902127897642,-1.83846927470638,-0.228017754591305,1.01814195645043,-0.607614099995674,0.576412021584162,-0.122552722255917,1.61090155154289,1.70892432080892,-0.830935365390162,-0.197445828081812,-2.36369700011013,0.8546674052551,-0.980449221894107,-0.573394683798643,-0.257668320542959,0.0414911138845306,0.474438481404795 --2.5164171415295,-1.7347494260304,0.197444290007926,0.116573512948872,-1.10133259263124,0.533245723565441,0.986201518015132,1.73459688602708,-0.948992577253652,1.85187502482789,-1.35666607951331,-2.08353871552049,0.422517689571069,1.7913529985032,-0.249761657871661,-0.368090272466776,-1.30234155743256,-0.937194388127089,0.447341491133538,-2.10922466608502,1.47162997851318 -6.50986944232753,-0.837404647022428,0.234274361382477,1.46795185075542,-0.808543941942926,0.67819618678306,-0.55800267837276,1.47093844211445,-1.13905302783973,0.256558195461321,-0.830071844763151,-0.0628899117714247,0.685402535264987,1.39019147665345,0.63346825919414,1.57425421721249,0.194003930869577,-0.345625644092963,0.327474477647923,2.04575916780703,-0.091088513611117 --6.1559895635454,-0.715752615389938,-1.39149989717533,0.377741731949053,-0.471967734100534,1.65122806816979,0.0468519669260487,0.487675681958372,-0.0148907798092138,0.328227138059758,0.594025617207025,-0.369084227654451,-0.704084236771247,-0.723629797341878,0.553986615916827,-1.34127859949603,0.206700536512897,0.369373359508546,0.526511908055963,-1.1852201854776,-1.12621449119199 -4.63247137538574,0.374820958042662,0.317813277684331,-0.130765991439146,1.28296971211529,1.25222613558409,0.362870150064237,0.652213436235286,1.75988919926804,-0.370788415359187,-1.42538509284531,0.651648909265217,-0.832580300080616,0.330536831996904,-0.106627527412087,0.846451701197204,0.745837958528722,-1.66539722343062,1.2703470044207,-0.103487417088637,0.863858327999241 -2.98450034182683,2.38332796196972,0.855072852304299,0.653197381100272,1.02029186585912,-0.209864099502363,-0.90686374510164,-0.414453485545018,0.636194662940258,-1.06086716937533,0.164340779140757,0.119175854235416,-0.590313654192846,-1.31528638231144,1.57145849607077,1.32727261583075,1.71536089491632,-0.019201559209328,-0.394116429800173,-0.39351411912916,-1.25720649245382 -2.88474459564289,-0.46391296156182,-0.300574127408493,1.28436952183957,-0.530277147239038,0.148534734106633,1.05903257763221,1.70782732669688,-0.461941833208795,-0.0611028231262606,0.12679842686085,0.0152670476328236,-0.683037275293643,-0.395460009803075,0.797436985258303,-1.06898326689044,0.424122489657021,0.803717955297192,-1.93190023689993,1.33862973568058,0.990252835105311 -0.43948707467195,-0.426500402118622,-2.99778295733103,0.963152880318901,0.332006090856293,1.15747968446724,0.896503688891591,-0.0691008031625482,-0.676473930513311,-0.210818382629251,-0.347370395446946,-0.442805734687176,0.10312655149111,-0.624191657404522,-0.011626795842753,0.115508994991341,-0.397198344207032,1.06750587152249,0.885470186975412,-0.0434689046477657,-0.698206032607792 --3.63050873137246,-1.7030952143982,0.12280134682173,-1.84526392275624,0.941182340617492,0.987120560074299,-0.239288092655815,-0.160616301747697,0.544788400625388,0.234767661494333,-0.513395306008611,0.474117374385281,-1.35378833717565,1.80609618354188,-0.330921581628105,-1.02230469110107,-1.09567060968687,0.929168252621903,0.719356896670983,-1.23707048352374,0.106181911922331 --5.47953591458126,-1.04149735602985,-2.36168157746245,-0.821222208755761,-0.33993193028793,-2.09724925310176,1.19764886866674,-0.88633812540716,-0.14739630268724,-0.924632882648241,-0.553267982638655,0.682301994085588,-1.83834608870759,1.27885681219692,1.39871506681399,0.589085884656547,0.985464392713277,-1.88728818470266,-1.1792818912112,1.6104867960884,0.596506621818459 --0.502237984941284,0.768734962012234,-0.808327923203117,-0.407052619818227,1.80089884576341,0.816057306246423,-1.09213085579606,0.587452967983763,0.421788827182665,-1.42373637109081,-0.667994684728286,-0.168043908955005,-0.433871222382423,-1.631873141546,-0.319101030576442,1.80000911014793,-1.21817673875679,1.32282236223187,0.589522553791536,-0.285694251130316,-1.2063779791452 -1.05681622162098,-0.74532037743636,-0.855474799693943,-1.56117076101712,2.22635375717011,-1.22223730974814,-0.0127273932522988,1.17036118359916,1.13903663309281,0.511331799967046,0.063028472327126,0.619756382076808,0.0239485474932477,-1.63655828971795,-0.24526082467448,0.385898093949816,1.75401792205444,-1.02746386843114,1.17133126160548,0.831735238395649,0.88709543369913 --10.9695951572309,-0.486471495507802,1.13212262605166,-0.531667226936259,-0.299760406377424,-2.07750888985971,-1.25937088565206,1.10454245332382,0.0257141542425002,-1.26944622030944,-0.945786810843788,0.951807870496079,-2.19554714874237,-0.740777347733043,-1.00322322320674,2.21398683086825,-2.22984433679884,-2.29988879797124,-0.368265305772493,0.552359960250545,-0.981750787241494 -7.35480580848059,-0.353039444838667,0.705827671386447,2.412307941369,-1.69360732140641,-0.258204281167573,-0.0497556909470965,1.04787849413918,-0.701094340620705,0.261698806461141,0.700756125594024,0.271247088444462,1.17272358443453,0.625175137539374,-0.0129310337349718,1.53925135783252,0.445400979791117,1.1509067613901,0.692607476582272,-0.938110160323987,0.634887417699531 --8.13012465255161,-0.0623005243988452,0.833652044409874,-0.0949085861403095,0.423434357354441,-2.02793767774866,0.371887433392041,0.272599553051797,-0.418934335500156,-1.8526441304969,-0.869149090821809,-0.364084954039212,-0.895621639773083,-1.97608926986578,-0.251471494419274,-0.526037534967702,-0.796305774782504,1.41162152851296,0.993126576200349,-0.406969022458285,-1.70249936144514 --3.16887156596538,1.61961510955958,-0.349970277106237,0.303322432069852,0.738391220896113,-1.73530528759052,-1.08575049825726,0.102540041008193,0.804014148577174,2.0628131754576,-1.18388964601107,0.388311942943417,-0.87958515546049,-1.27641829497093,0.50045982362279,-0.317775156570997,-0.799380127607593,-1.45482064601013,0.403251564890364,-0.23909435719933,0.277536294547513 -0.638384403277443,1.24621140625639,0.192777271117124,0.907514048091193,0.120110369868629,-0.730179355286798,1.39521469418064,0.704215541548157,-0.94388219405412,-0.771768408097656,-0.0275018501763478,-1.14111447051817,-0.310423516675336,-1.21793002300552,0.631064439473459,0.984791469005742,-0.711786690380741,0.602307926382384,1.83630033146369,-0.202138867031754,-0.648175423909835 -0.0675416807254133,2.00858995573927,0.367372858266337,-0.267443235683223,0.196152741030775,0.842639032385791,-0.551237631609922,-0.113283546084132,0.37288458271417,-2.16587219279433,1.22979859875443,-0.379054224239227,0.033868132003769,0.0862352442923308,-0.361637862743732,-0.869271083493892,0.483882153669661,-0.831566243491673,0.354673182164344,-1.11222697694739,0.846760706798197 -3.5429811609215,-1.85441951282407,-1.1061993804371,1.33177863144933,0.0784289984860168,-1.19310767759257,1.5069481713217,0.312277471130511,-1.11438048566813,0.496141536597777,-0.602605623963087,-1.85478161462304,-0.0305745109826442,2.26448607684525,-1.03640600635724,0.512304271347653,1.50303061095301,1.16144956653632,0.317931186076415,1.7107311257268,0.774319234762489 --2.97657603849714,-0.462714382489477,0.92224651734178,-0.193335089737074,0.0434748423210522,-0.791146904591202,0.0230509957643325,-0.98576798947104,0.0881726480443261,0.648954488334357,-0.858419831460597,-0.166962990374045,-1.41139561375463,-0.689737156536863,0.447352396379739,0.28417039213926,-0.0702652793037149,0.755430845653432,-2.13726154598213,0.100321016083241,0.99781432482167 -0.145902558359208,1.04310383332729,-0.245992173078088,0.741123062631865,0.595588881910423,-1.2815006149461,0.143101625422605,-0.493743418905132,0.534080768324404,0.384208471918693,-0.133681890001719,-0.555217316973011,1.24031112274502,0.13118927362689,0.269754135466467,0.359531842934287,-0.2891448206206,0.650379017272726,-1.03970384146752,-0.822714246453432,-0.854186584518993 -1.80815570618492,-0.303837521371803,0.567172280869826,1.57845360692066,-0.813343441909389,1.22346884961233,1.7918897219339,-0.350975077267548,-0.78005063993143,-0.726269500686659,-0.30764484796635,-0.492064296942949,1.84669141407227,-0.799378283525852,0.231384653946154,1.91193682952205,-0.385698126075427,0.307355627282649,-0.614578850258361,0.536948100741202,-1.01284319090719 --5.77157950297151,0.318080700037989,0.512749435095261,-0.904733903469212,-0.893552276925615,0.0411930454686104,-0.311406870961356,-1.83769339350445,-1.05010854571925,-0.00525804554889023,-0.633771235309818,-1.27683807603127,0.379300474213992,-1.61749094306261,0.978537715186681,-0.551922450340493,0.955066781576746,0.49218137986875,-1.23897227241138,-0.612648675121957,-0.529308930072976 -5.60899469600863,-0.648749008450818,-0.667684619807659,0.616543559714677,-1.19211156409486,-0.0806847814288995,-0.640800241287472,-0.750223928478173,-0.217475815803784,1.37269165209928,-0.0281414134415906,1.84541884141445,-0.738445529888114,-0.00732210857512361,2.00746828626201,1.41371490887669,1.08985262287865,-1.57083442003763,2.04181679383177,-0.0591398674935187,-0.208547672530742 --5.86054924786996,-1.86890434352981,-0.381603242549168,-1.53445317649026,-0.383230469250862,-1.58189172259986,-0.483332144073381,0.384964433260755,0.1299824695779,0.96236671688686,-0.810526502153857,0.622136085667965,0.151638134193037,1.64046417366091,-0.678341632949658,-1.35573115653364,0.363491341485261,-0.989803307361184,-0.452674882543979,-0.729687867815248,1.16050962466045 -2.15021136818421,-1.20699657864546,-0.799727934453861,1.16377253499909,1.09303977548601,-0.977956953459641,1.63651810925412,-0.56006236167419,0.936124619247167,1.67394763178244,-0.815267993827957,0.0897555189040394,0.461437756094244,1.64736903277376,-0.68799379434492,-0.477805424203345,-1.01833096229467,-0.583632998056772,-0.348377517697487,2.0511728265025,-0.556725977357841 -1.08253953537779,1.89725805765655,-0.617080018385239,0.887281617466239,-0.36663392230383,0.38683632725625,0.679994591605442,-1.33644994338461,1.15190345538465,2.28100022947927,0.173985252117839,0.440031651364989,-1.39862622500427,-1.32144725080808,-0.165466505586834,-0.472360664491776,0.887112202193273,-2.65684577059006,-0.333407201975145,0.770148570442268,0.379744015922878 -0.620877857369277,-0.261585559466751,-1.69416337085841,-0.362589201727309,-1.60307973120518,0.157171703526604,0.888633122837995,-0.00237838407110726,0.34608460157562,0.846285791229332,1.58177157632088,-0.201474163861099,-1.54771821047869,-0.517339100103588,0.872598755727517,0.177513109553235,-0.199290059939034,0.860334610866728,-0.14946123698694,-0.137729650699688,-0.45429631110058 --1.29914407853025,1.78798171613725,0.792407164556412,-0.0101585679155201,0.256370150484516,-0.545457066644604,-0.578538066452552,0.773929407752033,1.48714170687271,-0.112999443684135,-0.201702446108327,0.607501149818474,-2.16252762286258,-0.442735711474317,-0.678430541348145,-0.303505155789137,-1.2956113983469,-0.554871560353743,0.183943294361669,-0.313167335323709,0.669076472949123 --3.32338062091562,0.867300515577598,-0.207996161828277,0.204462384209484,0.420155125508087,0.327774962292642,-0.568745332489263,-0.0108292221335048,-0.126373876925263,-1.61200524662373,-0.671895937772118,-1.23255702217458,-0.716070057801357,-0.512339016124822,0.136389050948166,1.28371113633034,-0.00994813739427993,1.31257077435819,-1.09179025014485,-0.772535139562246,0.488422365604346 --1.74371089676918,0.702580937904198,-1.59672957870804,0.354071749022572,0.937156698937915,-0.969161781097823,-0.507720879258984,-0.125038565048251,0.36018978532209,-0.757317148408606,0.754107194803467,-0.823725815241887,-1.40735709628688,0.599436214166523,-1.19015760065367,-0.530689945584201,0.29823691148341,-0.231152229486623,0.938143905774716,0.544000180437967,1.10320235653084 -1.05838689487184,1.62353223954902,1.60456296086101,-1.14614185364584,-0.647246470119329,-1.51300593262038,-0.545970835202676,0.884190711164508,1.73677827400978,-1.89919028463542,1.17437215791162,-0.619765987211146,-1.13794401096161,-1.02539212113833,0.880164968521456,1.57703799861827,0.00266170586316786,-0.852499988826435,1.50432942471043,1.09488172903952,0.197760051465426 --9.11485423598288,-1.59015870924774,-0.792333059179768,-2.65647024630499,0.122914977348523,0.236135326730878,-0.79717492413298,-1.69496674701888,-0.773716825396099,0.153582600871016,1.67988225243718,0.122721217024089,-0.616290750000509,-2.14674169186786,1.2770196781117,-0.696617941211563,0.506317065480163,-0.0416548739073999,-0.581294888433169,0.117363889778089,-2.31145661499065 -1.96227035124028,-0.609991214522565,1.32649606848497,1.93085557571847,-0.062605553167844,0.461139171853786,0.95734357933455,0.170121295527793,-1.38559030616138,-0.701226341255224,1.13552691560291,1.43478746439585,-0.226744461483264,1.17920058185397,-0.401091143279732,0.807690312118208,-2.19373331342769,-1.05062566984017,-0.544808142976322,0.212825926366979,1.47379445170754 --0.517179146868315,-0.313281133735337,1.28431813177643,0.622764983974726,-0.406021400475208,-0.964499866421569,-1.06310191699,0.122087894132865,0.143823776549084,0.397529506801053,0.965065831140506,-0.203193840355426,-1.31943630662982,1.26931061565266,2.03816164651801,-0.76073503276476,-1.39192361273174,-0.99159030692653,1.96045597911279,0.331006749566825,-0.703871953152642 -4.88824282099327,-0.922129768086484,-0.263980342735761,-0.618340448184356,-2.40969442489067,0.872764434223685,0.810101874919114,-0.103692363318452,-0.303424148964727,0.23693530931408,-1.03337041104394,-0.998326348642592,0.252395031708838,2.01149538803652,1.04181515499462,1.79410648321755,0.101176334671526,0.388827123885288,-0.626384974330344,2.74109531344012,1.23119468735678 --6.12399269535536,-0.256480607956338,0.395268190570793,-0.365294008365038,1.45568701616521,-0.0359388916321459,-1.7129918778479,-0.14691033648864,-1.18619028073854,-0.471260516539992,-1.34073280131438,0.165873257543979,0.849493965021057,0.218023531045059,-1.1669039726935,-0.990004709047747,0.849775280577784,0.122562226083421,-1.5892081012502,0.727323344849001,0.767240869855565 -0.732275336284639,-2.08285463723404,-1.19649156472227,-1.35990399593812,1.59793258270005,-0.117375483002815,1.15371635436027,1.25408638111929,0.65122269714093,2.4722709176065,0.429556798075258,-0.0467202155079419,1.04090889486567,-1.25997509852516,0.205361552808653,-0.376324695132977,-0.919361193730427,-0.186134483671998,-0.354944371705655,-1.41184920191196,1.64588436059359 --1.03019961105844,-1.4171539793372,0.534807628157258,-1.03230216016774,0.382553065616674,-0.781613861482518,0.177108155032592,-1.05661390760272,-0.45982059733969,-0.0247908361352128,1.51372218812822,0.356143651791884,0.961075925959375,0.29460325318593,0.392441762949354,-0.142902246172493,-0.643291298319085,-1.53438507543688,0.381227761404074,0.141574723431306,-0.0349043401974041 -4.78743354806699,0.610781009704744,1.52500239258603,-2.57405736379313,0.593621756356874,0.557898907856017,-0.0183206653829319,1.32673050730299,0.115054625348213,0.587186201959542,-0.0961361321305964,-0.392717848429033,-0.335475097398949,0.981866082747438,0.668634526468331,-0.291494262983201,0.308588240322354,0.75847478747889,0.886939508357871,0.179759487241729,-0.302012882528823 -1.08799297521051,0.241520797914292,0.875430332033577,0.953969628154028,0.183929062746704,0.720306867445867,1.74721287907636,0.0611602065931084,-0.653872947792821,-0.374168152586217,-0.311997038827151,0.193618923496497,-1.50954779888216,0.952775012728747,-0.565862621467423,0.0772392833233107,0.0232185794133256,0.0674560447786136,0.0793175047395142,-1.49294922224326,0.495342588581375 -5.02265555084588,1.3039648225257,-0.570882536059472,-0.43439803713675,0.67833621973879,-0.573235643679863,0.345771163436787,-1.00629672203125,-0.318912290288288,0.615793426250717,1.61438456132338,1.18689848158025,1.62407429481031,-0.991882788448428,-0.518634565303887,0.870227503001575,0.432160080896781,1.34701043040611,1.30111541238747,-1.52303805729177,-1.4464179811251 --3.41267880920642,-0.334528577849582,-1.13191723330098,0.448297256898215,-0.0101233391023632,0.933735044685178,-1.35319454550189,-1.96513192613939,0.113008734739248,-0.806591407964791,0.280216690058357,0.0463771738295732,2.76165113766887,-1.43466875392265,-0.594563962354774,0.304142838156993,-0.627520891741636,-0.222253297806685,-0.178787404076154,-1.50585028795145,2.04639586763469 --0.687759543002661,-0.384539895488476,0.243478577036366,-1.39109381268423,-0.18329142549338,1.37869204138209,1.8338607375485,0.498121873575866,-0.162358003566666,-1.77916325906459,-1.18543783824982,0.333385663786183,0.919968919007841,-0.220556310238721,0.035620384674187,-0.378075584209907,-0.20503336371353,0.180198790074196,0.438618458210374,-1.32694781488452,0.378082877832049 -1.6969482887279,-0.421168211981295,-0.899207505842098,-1.12908863096639,0.409091183899171,1.03014921983854,-1.99144859181028,0.277518997996791,-0.939426470677387,0.938866533449794,-0.116101146217403,-1.0080463943791,-0.887650910430703,0.383958603582401,0.58393122674373,0.243279330529792,2.2101230505384,-0.210442693548823,0.753116474115598,2.68392453983329,0.202297371309098 --7.80865315846982,-0.958355232914479,-1.2789298150686,0.459947083512345,-0.152109662972815,1.16535453565847,-0.392181091373422,-0.581789679071564,0.834795262108166,-0.690043611288249,-1.31788157185373,2.40657757013625,-0.638184246844461,-0.194162630783729,-2.11927240140891,0.540438004661043,0.22349119516816,-0.684425869831102,-0.876768767737951,-0.369318470329272,-1.27932066360542 --5.70027968125985,0.249116308442917,-0.61392811169097,2.2110166700234,-1.27572114762654,-0.825221989885574,-1.98675861359124,-1.40292729298258,1.94967801150091,0.0902065006507295,0.0827963842126799,-0.192977669863128,-0.674038164412378,1.52974299125672,0.702692331264248,0.0163010528905175,-0.0189629284015146,-1.28508117480253,-0.702586091302911,-0.902627544698434,-1.65870405094106 --2.44496362837026,-1.17887936999387,-2.53388012276959,0.676743030765526,-0.97876884673413,-0.241794363112585,-0.307856295234356,0.777159827175207,-0.825439949684968,0.411075024388993,-0.310588329417212,0.60630492643443,1.22157090491328,0.227933192662479,-0.935694712840364,-0.384026946542644,0.401018174104562,0.562929460097148,-0.371282287282901,1.59091733717728,-0.0791865019654504 --1.60597130448562,0.49559328314573,0.808523050062365,-1.17925361907873,0.0618289696970891,-1.10360883149661,0.992632764989955,0.449171192904458,0.8185297448414,-0.561521889494068,-0.989958037690912,0.343238515699889,0.143521140517015,0.113286004679554,-0.16753574484459,0.819020448478764,0.25227029730278,-0.948885384405023,0.368800735215471,-0.473388197358118,-1.5942073998807 --0.17625056698881,-0.177704306126236,0.384843301882082,0.877560111029362,-0.49282276358481,-0.608424328865909,2.07550078373938,-0.873777307791749,-0.251689911325035,0.683310627915108,-1.28236312985737,0.547607666941621,0.149451471558673,-0.60858092928075,-1.29443212160559,-1.67592696591004,0.703402019747292,0.418551112962527,-0.432213829260687,0.372772427349336,0.105313269218482 -2.60847443375963,0.774733935719587,1.19828329885228,-0.896627743640059,-1.8777820093795,1.1654355995388,0.0465628418587549,1.37008860909841,0.636214039175967,-2.35909845163714,-0.977080279155857,-0.524562448000322,0.161388493472638,0.681127416404356,0.0446961816205574,-0.195751162447304,1.90160490027359,0.18255324176892,0.323394665289149,-0.252662205140832,0.0751217271090995 --9.52872625098219,1.24794637649306,-1.87983886122985,-0.83999482807436,0.110269258982138,0.478115386128239,-1.08741841311837,-0.459978223711714,-1.05887011054613,-0.645514173274059,-0.192343723853123,0.0181418860534206,0.465484733506015,-2.22978123767455,0.522540494644536,0.399001211723975,-2.1719798479218,-0.815772811056289,-0.327350306683928,0.168850185639044,1.24599918771048 --0.108203697237796,-0.416216757497457,-0.00720924142787905,0.35770047646896,-0.143730064174846,0.182445886031715,-1.25913730634374,-0.425999978215593,-1.08506428389853,0.325915666164188,1.07381024642744,2.73579948215934,1.02318398226154,0.701720266382021,0.309398641698423,-0.922520676872264,-1.3272821175487,0.40704203400345,-1.36022422072324,0.181444776961304,-0.39957323232045 -3.25419933892439,-0.42971793567404,0.40097340876419,0.836647967713133,0.415794909180246,1.19394833482621,-1.27496232376427,-0.035098300591221,0.302756995265931,1.0251874239749,-1.61537591138256,1.26600109608731,0.384376076640593,-0.109679811320856,-0.366776361819615,0.0522994968213039,0.262559289408512,0.616544998099506,-0.443501697351007,0.296338282397645,-0.738299206317974 -0.489446693339495,-0.0465252246593674,-0.0446069538251609,-0.765943776280996,1.5793624020374,-0.527539156269679,0.223165528296249,-2.11008397779436,1.25080001443587,1.20958136314368,0.206678667895342,0.174511620558936,-0.428606191028784,-1.82695891974444,-0.828110851232881,0.271231191694589,0.822533296740703,-0.555108657943185,0.278914600159061,0.572411885865763,0.445096475876876 --1.38138497762117,-0.658591540594635,-0.519363190008093,0.709686300897458,-1.3577074419269,-2.12286169880007,0.37773598281979,0.131422799210141,0.287032992128012,0.00856504233587014,0.340205394135223,1.75994170892299,0.389033420105204,0.212797120766581,-0.880467626095857,0.371599096637633,0.868349460219187,-0.308902588781792,-1.49138640035925,1.62804974233366,-1.14598059581835 --0.840056683525733,1.60258407676699,1.49875892261331,0.784942486007874,-2.71866372622765,1.14877790920173,-0.0965297237088413,1.37550343522618,0.134579517198189,0.559377494568968,-2.12126824802163,-0.139012209666776,-0.15179530260921,-0.178169656954791,-0.241846316524311,-0.860445450757103,0.133267423811405,-0.355221514296836,1.2856628079668,-2.15099649156227,0.284887391536154 --2.55020849046693,-0.0636720487547397,1.29135413692564,-0.836931198193086,-0.76940099830068,0.0198998112703305,0.284354111873917,0.312696830449117,-1.28041307047545,-0.0953783736565617,-0.604583204499033,0.122816166820625,-0.364848102280403,-0.0433018813751714,1.57373397089681,-0.9389628449889,-0.852399500456391,0.38153008966678,-1.18025140862477,0.0205959711663998,0.45015148441249 -1.48210157757844,0.868827634114335,1.04605764205914,0.00851770578087764,-0.438174874815779,-1.52993629698281,-0.331223930903298,0.898366449911187,-0.780976507674846,1.20769375168989,1.15354081921043,-0.181726126225351,1.45717772001312,-1.26865842829734,1.68614631188646,2.00428865789518,-0.627446450120851,-0.367376426671495,-0.855421307873096,-0.361467595070321,-0.999660535385906 --4.34265462338259,0.378375480525493,0.279653840273741,-0.678479801324961,-1.53173839308558,-0.574545573704975,-0.987282789361569,-0.784322611354917,-2.35897837194775,0.939052365118471,-0.638259131035277,0.28704369232419,-0.0660433026213104,-0.252198028162776,0.5599840946104,-0.540647720131569,-0.0207391624069711,-0.0603755444097343,-0.287903571250206,0.763436415725063,2.00860736077944 -0.768854828663394,1.41568816870243,-1.03628198172096,1.6891596881214,1.0916004726054,0.645087106876179,0.23721508274842,0.613835826616741,-0.416718237632984,-1.05583120126845,-0.0054021238752534,-1.09277174275618,0.227817383427378,-1.77756000135591,-1.2278943207261,0.634836484651295,-0.470460111152846,0.340533696311186,-0.134347113971854,0.759684584231283,0.70988912066081 --1.38036477432277,-0.209026756578789,-0.163684905224377,-0.871892184303481,1.69665453879701,-0.137450666692618,-1.02021074143034,-0.453788706232959,-0.133694783321088,-1.15198600201762,-1.22351681517923,0.478675019156958,1.63142457143649,-1.12336339966292,2.50226323943065,-1.7119545178519,0.73596012185237,0.798012439124658,0.1805914297665,-1.35084363083106,-0.3044741739948 --0.937363014781806,-2.67804459234963,0.191229385385281,-1.0263331145149,-0.451400787310134,0.962208162535756,0.356514897827744,-0.785387954018275,0.366924192628437,-0.270236755037075,-1.37071668882141,0.285166244588944,-1.39430056759467,-0.924656069773994,1.85974851797745,0.894598375117006,1.53991522209128,0.810344614295783,-0.348605859016271,1.03175340131241,-1.12741752695998 -3.1154735399091,0.609180470956189,-0.7052474749049,-0.47197265304549,1.14337060644509,-0.288887205052354,-0.175193581799332,-0.0252596675443871,0.0382205688670811,1.66727578520408,0.655053516366303,-0.248543772113583,-1.84764908245163,1.13708670574544,0.860477306317403,-1.68106144788814,0.193310918227378,-0.279508840565978,3.15659091477554,0.653218749204703,-0.355586829564592 -1.87319166507699,-1.03364017718239,-1.41665063378934,0.724027794046032,-0.684815579088347,-1.79892988312321,0.279617446022068,0.72396691247377,-0.0166054846857939,0.0589043550727814,0.273696067753525,0.132809377409093,-0.312928505651309,0.00209520014463651,-1.0782161614576,0.787138375701947,0.837921545153639,0.403914671362978,0.751846613678393,1.01021815107036,-0.178184677019954 -0.829842019112516,0.497391496417443,-1.70173150394035,-0.313053657868627,2.36440502600851,-0.123583695048862,-0.529648250898057,0.368704409428521,0.632344269139056,-1.06168012912313,0.72328961524052,0.00197417232553877,-1.53543138408412,0.619631691973974,-1.74874409430488,-0.287701246359193,-0.610336557746656,0.0120115816941051,1.69297345792407,0.951061800152185,-1.1674541172823 --1.13312648210963,-0.973892336533007,0.672430758821021,-0.580625071197618,-0.489756887399799,0.823788951463498,-0.46159326803558,-1.26129353493328,-2.00116983008467,1.65666271491036,-0.149771443034212,-0.564253065493153,1.66372313082212,-0.279172260011083,-0.0433367286536005,1.69138087698756,-0.245759127486298,-1.08438861711403,0.389464955119794,0.397967721562413,-0.10738188482983 -5.74872142766384,-0.0944719078341068,0.110628138435812,1.45430777406616,0.503025300074541,0.282747285385008,0.541126120980584,-1.48942486101489,-0.995094941969619,-0.501762292142603,-0.44226922183762,-0.336397081376173,0.583858611338579,1.00546748797231,0.110542437453391,0.534686688647905,0.180855084834655,1.03572333010728,-0.87508460963307,0.273815674709615,1.93779987597033 -4.9992604505511,-0.55397669395461,-0.377901415356313,-0.41639860541845,2.32084823927104,-1.16198499826329,-0.0440982474766177,0.567642024099459,2.67932772595498,2.17465640196342,-0.32923421142878,-0.233882758219776,0.898061205477048,0.0373261967521273,-1.15883424307885,0.628288478414527,-0.758480967603081,0.71444657628436,-1.52807055016647,1.1487182390626,-0.242061026914987 -7.31141331234065,-0.245759575807179,-0.1007124366858,1.59991831379857,-0.769301963447829,-0.953345142077998,0.866859090298489,2.49219227329214,0.0725425888502596,0.71571378195983,0.984454474110333,-0.821009390429243,0.0115857030467538,0.264582683352947,-0.0201342250423956,0.594578648347569,1.41584137597868,0.491884706064536,-0.4686218696326,1.12022108995793,-0.142596105419004 --1.46065573975782,-0.654785608807158,0.874111203825203,0.275144616430432,-1.40208212769644,-1.41846337868743,-0.486842940177155,-1.67619127923794,0.266479014128185,1.21842560917956,1.14622734079485,-0.230495426448181,-0.41905376310529,1.43952377315923,0.307755846316821,-1.42192202187466,-1.62672642330048,0.147720815415558,1.03307118708975,1.14968436450414,1.00830350275469 --7.31056967600964,-0.983805242713974,0.325252052954284,-1.04450828538759,-0.690312096963448,1.40439674425953,0.0747136280376168,-2.6830671431967,-0.420175021517513,0.269350593714248,0.475757715595946,-0.980385820330137,-0.0740241291948246,-0.803888712035117,-0.136777742711254,0.0978011823655402,0.445815161705152,0.886590188128875,-1.00249143237873,-0.742881806623994,-0.638866629261969 -2.6222495666594,0.196407460672124,-0.745857557931214,-0.548833245346764,0.142612317003725,0.261417817792501,-0.581744123494543,0.540039126475525,1.57152427907666,1.04650922579292,-0.364272828703138,2.00961974068957,1.94798854592077,0.901679072512151,0.94076689867577,-0.893632144622973,0.0738512870914991,-1.07248217015279,1.06388996770071,-1.66259632844571,0.837636543112222 -1.26975708608681,-1.21652631223445,-1.74592004754322,-2.03295525656107,2.39533545046127,-1.32304165164515,0.78828445003092,-1.78144276769291,-0.00179870784842566,1.1552710867526,0.22283217933951,-0.739617364709573,1.03276730186121,-0.634715138586081,1.47205868447997,0.104376749844672,1.57523744764391,0.227690938321735,-0.983983897683945,0.897032769489074,1.40329553827995 --6.91986135539185,-0.285042864419352,-0.0322501141404108,0.709238546291239,-0.127529920704988,-0.202460946792598,-0.476561414113183,-1.26604454828418,0.459399733035074,-0.618463242642456,-2.10939986251643,-0.964582594460755,-1.6133398599442,0.58829744355541,-0.768557091146599,-0.887106265725864,-0.139032294381257,-0.0537132872252485,0.60161123514573,0.952188874351107,0.592508424495002 -2.74502441222542,-0.300346064814908,1.05046973861636,0.953531669644948,0.594365060974099,0.971212462304579,1.16139988026019,-0.201450870849193,-1.20719484721402,-1.25689361087381,1.18911281419211,0.951272932982424,0.930535165416631,-0.838160962087862,-1.38844426309808,0.198032976524615,0.829516051641253,-1.0580692135816,0.0812697481768777,0.264005167543711,0.730890607844239 -1.11045468976436,-0.638620500617601,-0.837461902058946,1.40517177981146,-0.915443157110251,0.0479117470264294,-1.37474094962116,1.81400003389976,-0.662496618776389,0.557090790916777,-0.87294362862226,1.06246326493084,1.14614583000771,-0.276302540461397,1.68975370931199,-0.75604999953864,0.984508185173359,-0.417038628546227,-1.1926462311483,-0.799225395800291,-1.48065927291899 -0.122181882412879,1.74284789606923,1.17339597038002,1.08529850650252,0.00270470677147439,0.308845964341002,-2.5750526804804,0.635871209275836,0.736916351001092,0.522336407026892,0.312413507300808,-1.94066377988454,0.08120732114197,-0.07843356175412,-0.991670810528043,-0.776434042353092,0.831949128791687,-1.92103682216419,1.40041165351494,0.416885248967557,0.516584672558543 -0.44209329094393,-1.86940059565442,0.604252315496935,-0.032611212123271,0.776622964726015,-1.08941936381687,0.324113798784052,-0.155827097572134,0.385296812827488,1.45988079607647,-0.796664067842824,0.788688020002983,-0.719583917755831,0.300749570656164,-0.120593023835389,0.924172279851459,1.45913357235143,-0.840738081160176,0.271399632131578,-0.608195378896189,1.0078312653513 -2.79730475850618,0.0311844918990805,0.837057965466845,-1.26391772341813,0.188252914531445,-0.339528097365331,-0.956878018524764,0.816575243244745,-1.22878377036928,0.902899116963856,1.01274397656332,1.08110760626234,-0.113380938317695,-1.4581485762677,-0.87556230644994,2.08814951980945,1.15591906238281,-0.290751226639213,0.138919195096954,-0.307316572558748,0.351018180020685 --0.683621053001821,-1.20911412955621,-0.489812345560686,-2.14232266577784,0.535680786122235,-0.0474836333930668,-2.06831707782017,1.98564062427561,1.22677287922943,0.556833051166182,-0.513508568092223,-0.424520932487033,1.25414523190274,-1.54447807768269,-1.02356330998631,0.733318324673178,-0.219038778755459,0.824729235762229,0.503894298793802,-0.138295586763915,0.553473149375933 -2.52505202122459,-1.34105094793775,-0.208413724717759,0.111499379136368,0.655271334326398,1.12089092102741,-0.248924743120032,0.758217970811567,-0.836684581599823,0.396320838561131,-0.988899096675181,-0.488624252889289,2.56464219489345,0.0400429954829052,0.866082400779797,0.45600075686038,-0.382958220219972,-0.490066559163652,1.21214448593206,0.722726629768886,0.32320544695484 --1.01573522764866,-0.0457072264322655,-2.01552067270721,0.127961556026101,-0.826311889801877,-0.517410532657352,1.53070302003391,0.967346922867014,-0.596981135793933,-0.494227842580627,0.386114080164857,0.907618096361683,0.816243080520062,0.552129695688453,-0.107771526185977,-0.244234160366644,0.616623929056758,0.0294920228351355,-0.449531488815626,0.700075749869512,-1.26954613882862 -0.0709019983797842,2.18799111569512,-1.03488419969991,0.0782085152321138,1.87229020568104,-0.223877836376218,-1.6570356153975,-0.474203639508585,0.661657110996908,-0.153242392979167,-2.03938385204351,-0.889470740169274,1.75043787051661,0.289577221818923,-0.339584351163271,0.275896308371944,-0.224037384931551,-0.925264844353814,1.38659707589587,0.795447162605812,-0.911280945282324 -2.93110326641868,1.42209579552564,-0.203067276753572,0.732601013604216,0.212334342146082,1.57198972749152,1.6560268225559,-0.499095764529026,0.028383103399768,0.796396435883599,1.6060202750512,-0.703251468610701,-1.00792001624725,-1.88395844176698,-0.866036755309747,-0.24347263799144,-0.970901592864499,0.390917686310533,0.41068728474396,-0.481488510608386,0.284611992549394 -6.06249063476309,0.183247021476489,0.204438700927508,0.579836367037823,1.29436979454998,0.969407723902587,-0.0713300792404177,1.55071670174879,-2.0515791282764,0.739554763807907,0.406551883585688,1.46957515641318,-0.538104857666318,1.06935910966576,1.57555373634296,0.428651909136379,-1.13968346510616,-1.40823707901905,0.649714267976749,-1.05749513113492,0.0731925554913279 -2.95195776787207,-0.652932838380961,-0.258421125536305,-0.648635306556583,1.24114465880473,0.0041488528842401,0.754251484984874,-0.998716021662363,-0.237649648264593,0.336952665244747,0.176855476847653,-0.374479354694135,-0.972882858465005,-0.661644471602714,0.760828908191032,0.268211710722732,1.74193646074804,2.1423221605345,0.0422350404357638,1.03753507263051,-0.595724932645329 -1.00815299153172,2.04255931610422,-1.21002796409675,-0.274845422696423,-1.17429994934818,0.51455355803501,0.161936698434986,1.74311558248556,0.234594718774441,-0.407894770403444,1.93420008303834,-0.760910227761889,0.498756189638869,1.11798389221512,-0.772026812035122,1.08313487567156,-1.81898322912455,1.49555074210581,0.536324550689462,-0.605602524025335,-2.58194440902156 --5.62434735695972,-0.234491194840375,-0.628250878881742,-0.436019435225282,1.29893437256447,0.460124243588909,-0.351909671707574,-2.61059044725394,-0.610243533589143,0.644902474987083,0.469196818635736,0.106232760671219,-0.268921032333952,-0.444925057339941,0.34083839724998,0.0726706935477013,0.232988021491887,0.311183858924432,-3.53075044472742,0.667559777747625,-0.0313463651986467 -6.8999664836464,-0.891424766586292,1.54352749098028,-0.368882988410527,0.166766085017371,0.730277149946097,0.697670312031786,-0.92583491402757,0.624178975684881,0.0922343080069233,-0.408762571532377,1.80845661031295,-0.460931943846805,1.29043155928482,-1.10247736349836,3.0966464424811,-0.557631924872392,-0.137421913859575,1.09816011152557,1.12390696250379,-0.342888153541569 --0.902703516200874,-1.35747030552191,0.656616484719929,-0.138169746489572,1.30327799218786,2.00714262976357,0.657779672183208,-0.277242307101365,0.498142319466367,1.23950771926709,0.404287946029947,0.0495664692951462,2.02560538815313,-0.939067165704231,-2.17688564426847,-1.66659342025145,-0.0254414698765214,0.0027224603707575,-0.384593332904838,-0.948735878503984,-1.31292485916098 -4.39474990639822,-0.584027988054509,0.20284981440345,-0.390220183144145,2.55677474457084,-2.94737970213463,-0.0938174985191981,0.312743029284943,-1.03483125996188,0.69995985940212,-0.221823256258625,0.999382532822291,3.15199276016432,0.42154750204234,-0.158741716653663,1.19378268895227,-0.721219655796007,0.954137316094155,0.0409178758777074,0.318820858958103,-0.0727804154178492 --6.53196884254988,1.66809511696324,1.00346115743726,0.257959506075253,-0.980330190366254,-0.522645422281943,0.740798117139146,-0.448352741372353,-0.77353607155535,0.585058369468093,-0.538775007279841,-0.675347209245641,-0.918143802145836,-1.23173859972638,0.649873098983443,-0.87047254414746,-0.0565649576128483,0.834539474261649,0.288135737688447,-0.436412625259413,-1.02136695795185 --1.8961886086806,1.08574335585037,0.873471908234304,-0.593289703040513,0.47788785434581,0.327383678389044,-0.23898800515273,0.0914324196644584,0.810357886441561,-2.08257178597663,0.669446975182873,0.236698451275753,-1.25699960117015,-0.946311391369052,0.394458613322991,-1.51005122192961,0.573747443192559,0.286988642683006,0.618951789647424,-0.511591757365104,0.249966066058646 --2.38239401101512,0.557528328618703,0.260965571589723,-0.619076611627228,0.200327217371187,0.737746379244917,-0.68472453045653,0.336708014239969,-1.06847892403272,0.33070538446979,-0.355771808185308,0.209493164741312,-2.03562672881799,0.527127532972548,-1.35859354527874,0.12225996270765,-0.452174715820249,-0.0883345208822888,0.22058829247116,1.63066369489223,-1.05939237413179 -0.994828500446667,-1.63683281866016,-0.569316772437744,0.990078148044001,-0.0667560695980225,-0.359822560856931,-0.346341457723951,-0.90904857858233,-0.352867984136197,0.694886049578039,0.486482906710187,1.07193607984841,1.42778711108203,-0.389032817505455,-1.0253710469114,-0.197369939601798,0.374562477890547,2.17621106162735,0.5435546272028,-0.78489760494716,0.166755315769057 -7.01190515178997,-0.271538029632115,0.54319120981008,0.794095067196444,0.243241977084602,1.3994991027659,0.863716026427822,-0.413400293718665,0.559164299295613,1.58413224189568,-0.592029788387151,0.946993996694588,0.749778531965551,-0.0590538335803325,0.432009886296942,0.226080271603877,-1.08961388110829,0.41592522203604,0.138954450979932,0.601786758257174,-1.13206471197483 -5.91672384898717,1.0917985539091,0.550441512016353,-1.62295607773568,1.57319640687834,0.9632588324825,-0.530344094734917,1.36554080422223,-0.0243241883337106,2.44930757367489,-0.234273717903365,0.822861538518475,0.372195065531186,1.68157138847928,0.558541496266983,-0.618367509635781,-0.303979087072824,0.520110411732133,-0.25191378896344,-2.21675552049172,0.171391121991044 -0.377843337120382,-0.313753260213032,-0.936678117978231,0.46563748749749,0.407858603509056,-0.259513390174548,-0.802987638042128,0.405030974761519,-0.282411681636098,-0.859234614010954,-0.828417434699903,0.0650995199266611,-0.190031125533338,1.6296031204274,1.02657724891983,-1.25494212517792,-0.144115735513645,1.0044477746043,-0.212893596569566,-0.286071784456238,1.30342736263971 --6.5383016139783,-0.682023897202607,0.403899727307158,-0.633107007450305,-1.29870838603683,0.0363441473073128,-0.341567373899294,0.165346558505273,0.487067752698875,-0.597166261517109,0.15729549370317,-0.857765084507517,0.645660685674606,2.20130665180802,-2.55615315704158,-1.61763209424827,-1.40732248308599,-0.463776222920916,-1.87742222949604,1.51971890938932,-0.0424918951691724 --0.166013079501906,0.0520806864869834,-1.86209325725213,0.914717989975128,0.109279354211339,-0.34462941066846,-0.656818422797257,0.390386503123652,0.415131769035629,0.0327095167461395,-0.0305219740394836,-0.364683424573522,1.53914797733291,0.23112064057359,0.422330786611589,0.51122751844457,-1.1629520748046,-1.73738760965388,-0.845735289526441,0.112416195827757,0.997723299589835 -1.61738048603402,-0.709296467839587,-1.56540031416524,1.06699320073731,-1.10912012463099,0.134616355700979,0.144470379159554,0.278627368142182,-0.762531310427872,0.549606317621871,0.439881946267087,-1.11775096106257,1.7561959197204,0.815915238395082,1.11824445326675,-0.99786300797233,-0.539186107382285,0.171464909662427,-0.413011836214612,0.781558699001038,1.03209294298724 --4.80548155097489,-0.354708314346325,-0.0314050968086982,-0.537761122443991,-1.20574188871439,0.0356989637971176,-2.06356747968242,1.130132397514,-0.073622512639177,0.799506264329599,-0.16368592403174,-1.67347967382372,0.0292647102835224,-0.987135769072279,0.8154392772256,-0.990018265660969,-0.783057199141547,0.360496013924787,1.74676473469045,-0.274144497862608,-1.7969882919192 --1.73341709568915,2.39503334179611,-0.644570016887448,-1.92214700765836,1.28258736978739,0.678243752897217,-0.446202630804589,-0.694098233436602,0.0822688869937822,-0.173547871241619,-0.879768224307551,-0.216249263276712,-1.4458294247298,1.33452904354459,1.29577770323019,-1.08565652818638,-0.148209291700296,-1.3811212176501,-0.328407149742683,1.48130658976256,0.94020672805782 -0.309152173765295,0.551009936822662,-1.62280579284382,0.567620305109262,-0.515492948295247,0.381164916740725,1.47722173871021,-0.635491487161022,0.0898376961499011,-0.0935712933249117,-0.396181702433279,1.38710971247867,0.318275979147767,-0.308602185938953,-1.2029980811481,-0.9779216883424,-1.05986357007834,-1.44548082531873,2.89311768862018,0.509205361602017,-0.14096549361051 -3.49576331492761,1.24878589516192,-0.408114505707046,1.74318959721899,0.491828394617006,-1.5648526019087,-1.16118304107527,-0.656442426973005,0.337881924028787,-0.26943412340059,-0.928085986036074,0.838754772667748,1.0120348216678,1.24736756826016,0.530625446878965,1.80075690619621,0.710072184019156,-0.126251496879987,0.568439232483857,0.013409871379371,-0.544313894472817 -0.881447529606217,0.0494701524457691,-0.0176683842503449,0.552121795873286,1.089374018454,0.275127728170377,0.987826811407695,-0.133238073049307,0.4211497091091,1.08616958053262,-1.31401320400773,-0.957112261983451,-0.348569995948441,1.1992123910106,0.50895633678548,1.10243697348924,0.2861293117145,0.905088110933884,-1.83089713576728,-1.77502917717657,0.0352777672965155 -0.448314528309006,-0.455548815270433,-0.154649872602174,-0.689046278401688,0.469086151092048,-0.712741200939436,-0.842929788672556,0.231401068869722,-0.807175299586032,-0.169919333222843,-0.112964186416677,0.716382533841981,0.0926069943845604,0.560661262939703,0.317353438029798,-0.247794236856224,1.36622665215011,1.42957143339426,0.828592455693775,-0.960983064217079,-0.62768868951711 -7.18561872050288,0.657889402027386,1.82177498977747,1.19121309310907,-0.873574572628145,-0.547687068697257,-1.30809050687426,1.73639768411647,-2.08916747971317,1.40933215062276,0.41308586496872,1.17378346693534,0.32013896967716,1.93197076584452,-0.467976869035781,-0.0653845041214408,1.23376755742927,1.01796821683075,-0.0383833578801208,-1.68225496172154,1.26271845437698 --1.01398104710763,-1.48546741238514,0.669322259088126,-0.446997054894305,0.851004318773277,-0.536772474414519,0.709878036534964,2.03741518511525,0.0288991394314254,0.213322321398014,-2.02599935440733,-0.739919019454315,-0.202119392208022,-0.847621718053886,-2.13196585662772,0.3521590255814,0.375132144636188,1.09010334997891,0.0366917593329032,-1.04191519649669,0.61356278703326 -1.59132158050121,1.46918454895137,-1.49436761988188,0.268362221575365,-0.7254901996227,0.293433335914846,0.0910282010046314,-1.07114357724815,-0.859637224942895,-0.460017391974039,-0.237279274155877,0.767748195683396,1.35633040518743,-0.0134346844769345,0.223054730709893,0.100119547509799,-0.437851534432864,1.06403380723617,0.0253190800900909,0.880619343444227,0.124498654415888 --2.53608911302971,-0.221761166104173,-1.18421218534024,0.566100355142755,0.548917419493918,-0.329727668888536,0.680306313970615,0.0106416763246611,0.397197642419897,-0.109154410624545,0.585825063436867,0.246850444905879,-0.864201698124611,1.73278395198152,-2.69061683874855,-0.256871056021884,-0.187800662663401,-0.126138241546965,0.470179560578558,0.345469649178959,-0.285476500593301 --7.5970923604027,-3.02230321365538,-0.496189703291043,0.27145249518451,1.73960454376275,-1.00123232452919,-0.175901976408469,-0.721738412481567,-0.499893421557751,0.281338469728989,-0.477878954732347,2.32607268545884,-1.42399639988914,-0.717403465748778,0.076476331973208,-0.473160642424454,-0.152940774276897,2.0406856290889,-0.85140566501293,-1.06207764304474,-1.06313744070538 --6.70628383674116,-0.869095539586013,-0.491039436309622,1.39376628029578,0.107431752662412,0.168200897478679,-0.648078779084405,0.525842117307636,-0.445617559820393,0.16287077428789,-1.00026356401057,0.118216056966063,-0.118439936767578,-1.42110400747239,0.789899083754814,0.645769016727243,-1.2976119280258,-0.0206245262829077,-0.977513613472603,-0.975726349238666,-0.799190950804229 -9.68213493336139,-0.413891554934754,0.318798508826852,0.120269883832638,0.0357071559516414,2.25797852198249,0.211376391252647,1.35321457046886,1.80662000657521,0.9049498756235,1.61125356591129,-0.37159962684889,-0.0821572416938354,0.65669577408373,0.2752061860649,0.721529714767147,-0.49835367942932,0.584434366735442,-1.1815300690859,1.71045978294134,-0.561935987531454 --2.82293848185066,1.98921826495574,-0.901394358811178,0.170557094830663,0.0678657122888364,-0.372670907849089,-0.669638042608453,0.997714024431627,-1.57364047937571,-0.699326287011739,-0.378704262639143,0.670487038032659,-2.58045692395249,1.16057002651451,-0.911478864302139,0.331948292992908,-1.77979534828775,0.114428862317411,0.655946158632825,-0.1992401438997,-0.438347137168497 -6.28867167242728,-0.078989767510778,0.1261173545069,-0.606771492603544,1.78288912793963,0.623578971287967,1.01772273249022,0.766954499076459,-0.802242587919971,0.375214098939855,0.0304855260321905,1.45314150061773,-0.57577820647396,0.273758591805633,-0.017514767579774,0.73269222985609,-0.434259643827535,0.917583678598918,-0.23104009993217,0.753527685614867,-0.184545333351593 --0.422989440555695,-1.48382894682663,-0.765123092182184,-0.0911050838231467,0.454038168784995,-0.249591343911816,-1.6754003876449,-0.00910887301347732,0.615419043323532,-0.0128423795807127,0.787308871408196,-0.350539547490014,-2.7518151657997,0.630581368026708,-0.54708401122362,0.287486189574002,1.47868581672828,0.219281018425133,0.339542698295876,0.0189842821960897,1.80954698581889 --2.71936915436636,-0.286871051313951,1.19516554733241,-0.397142972096727,-2.3243156020001,-1.32953599872871,-0.0620458789792077,1.12148655855991,0.125189101943434,0.768747795324217,1.04452816092488,-0.357936498340938,-0.446075938987815,-0.589710253165344,0.15563893134408,-0.108229462646997,1.45537664416097,-2.5115968670159,-1.85439778276338,1.91168760252897,0.602595364226334 --6.49151561584213,-0.901023769016841,0.00210064988838708,0.0822550777842919,0.515363040163055,-0.487449446782934,0.418253635261049,-1.03279963238141,1.03526287673958,1.14219402317634,-0.756695944754615,-0.341289590897724,0.239189165410855,0.465577383592332,0.820184661619392,-1.97566956918465,0.00948412451506437,-0.501658740760643,-1.86365248505354,-0.653743083591048,-1.90743337536426 --3.05045614682963,-1.574017112396,0.533028926901366,0.0236883576363273,-0.795111845068038,0.134677093802317,2.06797796044895,-0.557448601315947,-0.327220267609597,0.596558182224491,-0.331964309190614,-0.607031910745343,1.00404341001979,0.514436228866386,-0.567826899011781,-1.27935241230217,-0.899606851034318,-0.547187723383978,0.946093564439341,-1.0315832108932,-0.58955507595001 --4.13604296564949,-0.668314931523572,0.0634509912441607,-0.884599521482008,-1.11126651081772,0.218487380171661,-1.7077304045109,-1.19240082871283,0.89328625948512,-0.337639268288623,-0.426922854398922,0.314585237650605,-0.611695361139486,-2.1536882097202,0.983706779126981,0.483589005296943,0.111003633302456,0.491982109862782,0.125879664780247,0.308007676873233,1.1228172994789 --8.0321082511135,-1.85616451407826,-0.766132844177748,-1.85308220114294,0.585477856890159,0.122293467309843,0.680552872491068,-1.07314823606265,0.428530136879749,0.611808183911059,0.396532262171841,-1.42632268375172,-0.498783134406527,-0.174074437548752,-0.546818311889055,-0.0871103167472984,1.18939622921941,0.495990383612938,1.14681545191355,-1.30947193129381,-1.0231655938212 --4.08352842188872,2.68392291802792,-0.304387110468648,0.752692522638944,-0.601800218046197,1.24643796353904,-2.61153458991119,-0.0589101813194209,-0.0889734862945553,-0.0738333935862556,-0.105374947592159,-0.65353985258506,-1.46623824093881,-1.22750583792206,-1.94021613849725,0.275160860568527,0.592449300732692,-1.55447196935289,0.806760378865552,-0.400752758470093,-0.299567947285083 --1.72797825594224,0.278246735587241,0.945077680089122,0.583708353427927,-1.39023730975137,0.986350286781113,-0.292178178937521,-1.9664582345793,-2.07775423838497,-0.175092634042379,-1.02606859536862,0.703838689202577,-0.643758804752498,2.40607984846114,-0.107600419010988,0.924413261878777,1.37128328427977,-0.886616929589297,0.681032417788807,-0.815312623701568,0.0241031023029834 --11.0364001998998,0.625069616682233,-0.179986598936322,-1.85389918353868,-0.0598275329411753,-0.239633959257901,-0.187462286772731,0.00403018659301219,-0.514935746513894,-0.491808384982555,0.270106699642293,0.819522476494838,-2.81673018474844,-0.00392496147415614,0.706357510321823,-1.41735097496437,-0.765917056256403,-1.64114086997284,-0.34432395922235,-2.34555635059376,0.690716384651596 -0.387936316633859,-1.15143250208533,0.297690405613691,-0.705936222966688,-0.271517542527793,-0.448494684319749,-1.16934815449784,-0.0289707694654652,-0.548194867805917,0.46596035081939,1.97556571058193,2.18522007081318,0.685196409357896,-0.305997328181963,0.137403739682434,0.232851942825786,0.839095249771546,0.26736969734457,-0.578131386517491,-0.845200966259467,-0.226174987861884 -0.916342721809842,1.29566730742514,0.288291432777832,0.0811245065960372,-1.50294011600606,-0.25547598682436,-1.12282749552686,0.924016584383674,1.24970695669038,-0.908336130753053,-0.642161664799268,1.07998653339987,0.201428945641651,0.84205330614225,0.17616425549617,-0.551793589237881,-0.288131891080765,-1.82788278001854,1.23492197883627,1.09328551273525,0.541462629782416 -0.219799708283264,0.522128473389211,0.0318723027708348,0.524233067087281,-1.1288047924549,0.447066128369529,0.836098793198221,-0.165991059519241,0.397075232897191,0.898462960070337,0.263858051438152,-0.934527840283813,-0.418986391779489,0.0229345763591675,-1.30772510968458,1.55203905182089,0.0254286324163804,-1.09622828666806,0.0645097678218816,-0.893041455277154,0.20261173363791 -7.0949215371579,-0.938626500416387,-0.792260758600574,1.10482819960411,-0.228718930629864,1.71898542217588,-0.85343989743503,0.387398959611632,1.09473265922247,-0.831920813251706,-0.150551035643129,0.0441743976371455,0.216931299776724,1.44030989758768,0.490376579360677,0.548995773113386,1.56236278427438,-0.568861158397793,1.13638027415993,2.09231918453762,1.42627360528894 -7.82749507518141,-0.107737862273648,-0.475769526639801,0.803166296995151,0.446400130134635,-0.270387749617099,0.539181602149097,-1.46637438855018,0.707753905102675,1.73609979675797,0.783794027596897,0.706137352288646,0.768850387598853,-1.07544240655314,-0.323165834860849,1.20793953653398,1.33167871960298,0.209808567890745,-0.143363998364421,1.3133442253844,0.800802277347099 --5.52055786124973,-0.39963150834139,-0.524386864960185,0.0489455004945014,-0.693175118887984,-0.204169972235761,-1.17271270809967,-1.27824027440979,-0.989167976299891,-1.18246023395434,-0.889764474796309,0.029682267895197,-0.202317975878645,0.342162114357715,1.30449990530891,0.92139948591275,1.52689660892551,0.0879297988691387,-1.8344404877304,-0.532305771457815,-0.551047270585211 -3.08003972574825,1.28670136272781,1.16141809671023,-0.109252373669369,-0.151633309869303,0.459433590223232,0.0381848546229797,0.0136019167981125,1.61504778357518,-0.626370698993551,0.0106231027933537,-0.376800512618291,0.220892531910092,0.0523285575670335,0.280599341948596,-0.499126778679372,0.385039352528834,-0.766324351682195,0.494035770837956,-0.873178195326215,-0.296371116322854 -1.49726559205455,-0.163649099670905,0.120235465165889,1.2832950488993,-0.198235369480511,0.399176320905331,2.85151642866344,-0.875231579797339,0.0463511744220671,1.4405468025129,-0.433260383567445,-0.547150128394656,1.50531633016881,-2.20367671506808,0.70218095272981,-0.473594867325806,-1.32612595560537,-1.30192952387899,0.0481792761669426,-0.610153529853263,-0.620747896794056 --1.47531763658156,1.08522983690742,0.541259833202422,-1.9490238522841,-2.26559724043896,-0.309510612277623,-0.780869304664088,2.50114923097413,0.13444009509725,0.629544436492101,-2.27292697168217,0.112483474897021,-0.107232660032491,1.13331128952681,1.67273570303963,1.39043811047609,-0.96121932011181,-0.394081029541116,1.577111195892,0.337211533232484,-2.46370272199355 -3.15082812615325,0.729831945274563,0.226959345909678,1.35789681118159,0.295572035019789,-0.756664582777107,-0.299391620603679,-0.503203100838294,0.985116935266582,-1.9243467813879,0.599666101906707,-0.587632140588536,0.396326019249853,-0.619403539978811,-0.502387206345215,1.18434720287598,-0.98149129187836,1.90195303344777,1.51288911781256,-0.400593758436201,1.23760330715204 --1.28700356575917,-0.299175593962755,-0.598040777896847,-1.19875228675961,-0.949123368714047,0.792277931844404,-0.976688381234864,0.907621697881156,-0.711661679593532,1.61211486670727,-0.541923499548786,-0.646456289335224,0.32343706469032,1.3964961494789,-0.492361307944534,-0.502806836547533,-0.192511939786408,-1.25668149179712,0.592332785381459,0.0362807941190116,0.777893338645019 -3.74817334582017,-0.0499186138728137,-0.393031908349619,-0.395715307538353,0.221465046441308,-0.41694463885244,0.0865784774107975,0.129116064680818,2.05055519250924,-1.30550020948469,1.20712579386114,-0.624725603325121,0.371665074109634,1.88452060944779,-1.01884024488799,-0.385225697527306,0.326725337392403,1.51076263727483,-0.0728774906562144,1.54967191826014,-0.23721480132258 --2.38766447544859,-0.862410305624267,-0.762102808754411,-0.419588262220793,-1.87208212960627,1.1508448787848,-0.197503915990957,2.12419588550802,0.304340519200148,-1.41934573089542,-1.70633202762779,1.47891879904466,0.786727202806748,-0.000226852123554771,-0.67099100013431,-0.575288431390812,-1.08000189396832,2.83345907025464,0.521707153791455,-0.648339671429404,-0.553202715048919 -0.124437602798869,-0.497998098950626,0.0529456864397494,0.373773824860691,-0.404202754186559,0.485519864766782,0.720040070416403,0.573076868688588,-0.056370483431554,-1.90767869705301,-1.08083849401515,1.32448891428731,0.0608482204464156,-0.970477950401024,-0.262487474590127,-1.5964744805863,1.8756946020914,-0.802698829821178,1.90533075920768,0.00411400906817302,-0.422960474234843 -4.5005807081095,-1.39591821707638,1.01744305151214,0.95123371712228,1.03171173623494,0.286822344794552,0.606591828282181,1.51656569967648,-0.518296466503799,-0.676074202838906,1.73595028186488,0.854162457851372,0.363039516759547,-0.705743266833966,0.601562548533655,0.0697900540859213,0.287059955187394,-1.85415001029581,0.110476452800639,0.89995915769533,-0.00112602014992619 -7.64010484951544,-0.424377209108075,-0.319190400563136,-0.684749984859758,-0.0962306269111143,1.83323218056131,0.884723773207637,0.834689880953711,1.56585396202123,1.66769363025894,1.04796353549149,-0.334381905333896,-0.137145949947093,1.25702329931548,1.7349956882036,-1.39044286241942,0.19753355641074,-0.89855001174291,-0.541695210435387,1.35420202700866,-0.471719869115141 -2.31907926817175,-0.364887330459423,-0.13466409476915,-0.227021599834801,-0.103387971188347,-1.02088201340568,0.215942150002515,-0.564097223905992,0.894073283777444,1.80668487046592,-0.181921431805292,-0.136457573468404,0.106763462959064,1.18690360375232,0.341476162046992,-0.629331928664315,1.09608804628013,-0.414930066242857,-0.298325649302587,1.28413789002089,-0.577457517303044 -2.789525635496,-0.218080698235093,-0.493935933578393,1.57203788072571,-1.56863788189815,1.66085663938194,-0.443968545848531,0.92327656872098,-0.169671831883739,0.149416707403474,0.290936085092927,1.35147980037388,-0.427200537158524,-0.187917510186997,0.102788979206068,-0.33671882343746,0.0468800382450219,2.22271841380298,-1.95834838626198,-0.51599361400205,-0.507293942074029 -5.50153685183759,2.49935178789941,0.08777097268075,-0.114887191460353,0.502192596686565,0.202666747279672,-0.480416524025493,-0.400149511741691,0.672292640593669,0.566700896683105,0.239575959727923,-0.0943224085797386,-0.899813501621811,0.191205528740904,-0.0693843401052719,0.302614160866623,0.914426004405467,2.27996500166621,0.161944480210936,0.79115081503343,-1.47431255093795 --1.39883574004756,0.145173889834543,-1.06440789199444,0.645006920628375,0.739862839755055,-0.316310555559693,-1.48961355467567,0.589208633282175,1.02271479383374,-0.133993185060229,0.512357621901031,0.0963343235716658,-0.646582387263916,-0.303118177472186,0.656175521060041,0.0829288810992555,0.48576239307171,-0.281047207071439,-0.535689502700029,0.49297455879779,-1.20130534502894 --2.58567288764229,-1.4778034432459,0.71115052005221,-0.205119255472204,0.5190829740524,-0.995628305374136,0.419889180021829,1.46476609839289,0.857143671156803,-1.25466948597239,-1.88756006547639,0.925626913664728,0.443799702878845,-1.21939134059841,-0.27522846410928,-0.498936963009802,0.354478858022155,-0.369644831255059,-1.2165723755283,-0.0819849975250921,0.462938052508132 -7.30958304324972,0.929243486796702,-0.0379906965346028,1.31662941065568,1.68539237078633,-0.250514320559163,-0.303773303439413,0.297202125355926,-1.40740211049309,-1.34893527483583,1.21994029999552,0.402964690701138,-2.2004072153843,1.40196501713249,1.38241712100766,0.185684320149479,0.676903020321974,0.329205747528766,-0.269484837830941,1.95419380084987,1.35289794592689 --9.32244095635475,-0.288020655264367,-2.31844457324588,-2.16114642968081,0.323272346341203,-1.31275047926656,-0.88785756753842,1.05520567195759,-1.58054465785541,-0.386219811943778,0.362447235123226,-0.00270848899445426,-2.42310390342244,0.170105672620749,-0.890702011385617,-0.662324182174962,0.9654667689697,0.256572462753472,-2.62303066081531,0.447175711199997,0.137526486594055 --1.78561314632806,1.40937245611348,-0.569237641207708,-1.02452649869154,0.794198095912784,-0.924051049943504,-0.147264297105072,-0.880309116763268,-0.371781529355215,0.993547923228492,0.133087076251773,-1.86575574833382,-0.00223382039338249,-0.854694570338812,-0.670480001800448,1.10017441557144,-1.12738219088356,1.0128090059082,0.781024437121829,0.0178991361206044,1.12843134123867 --3.45126164402471,0.053768001220129,-1.10521100529185,-1.39537662180596,1.1245759522996,-1.04341915958521,0.987086122324524,0.243121841621761,0.959782622979015,-0.933168820443958,-1.13022513149698,-0.253696377404106,-2.09293990209646,-0.337129391743936,0.0838298027293274,0.0724048543174489,0.35197264617371,-0.268959386708326,-0.220806371135749,0.86748426732406,0.565211914234943 -0.955053257579145,1.60676777835353,0.345468421181568,0.49524887012896,0.0607352061333987,-1.28603424921907,0.490576523247748,0.495582018850849,-0.0443877838872854,-0.828774689947342,1.03894325014729,-0.964392647223177,0.456551300649254,0.356710567011712,0.394448815558055,-0.215074496747616,-1.34604214766213,0.175215172246005,0.00505780664648386,0.397044972153347,-0.537471030289996 --0.744125311185781,-0.0172271235923625,1.51551928342584,-0.558510117283839,-0.713892990716013,-0.637503708295547,0.166502859367167,0.631542470729407,0.82446235608838,0.865841358996869,-1.27702983312434,-0.0491056208610253,0.0149511097143348,-0.184364138299981,-0.005556521363752,-1.79954966291519,-0.818117529581866,-0.212984363342575,0.582527585185288,0.56433907122452,0.582901372573487 -0.953371534479244,-0.542639050559564,-0.0549732902466068,0.658583047959763,0.950703053237567,-0.0485607899645381,0.924892164293125,0.67096563650989,-0.191879191546263,0.601305755642688,0.52297800930884,-0.87112692611864,0.487404689661645,0.965882820428393,-0.00803182319339252,0.752664141148716,-1.40996853658549,-1.14564373168408,-0.53342594868509,-1.88035225050898,1.40172520049684 -4.78191024090606,1.9786926597401,-0.477738090465247,-0.301574820857675,-1.8786926205862,-0.229259822259949,0.635074410173793,-0.11099980401311,0.162782465726541,-0.299343676205676,1.10121301993236,0.0675045777364866,-0.807256587812927,-1.09699467148756,1.93558224084938,0.386690027198615,-0.064093111734593,0.234447074900972,0.517874753720788,0.79398111513016,2.48080083753927 --5.52755158863609,-1.36611264523146,1.50116398745457,-0.349487057888672,-0.172941771110415,-0.592009214377394,0.464661945144176,0.434391715022338,0.693965608624685,-0.520604588906112,-1.26806356490044,-1.13802155091387,-0.426446735310637,0.582068815566972,0.945649243688689,-0.664168481711052,-0.638852862025966,-0.846493222271269,-0.0578829643939323,-1.64713269496118,-1.3936711297829 -0.512331404412887,0.424896361470324,-0.134711065673104,0.738204100519969,-0.283081230690405,0.54473885740802,0.399057349064674,-1.51185415172722,0.316599891840346,0.422801465455626,1.06970360893714,-1.06394832209981,-0.967901630371796,0.654088341551145,-1.01030230609354,0.723610074529626,0.18455797501792,0.821670395148869,-0.75127651685836,0.825674315678364,-0.73636415437171 --6.06252078301528,-0.976309021479906,1.1877340915753,-0.647086854312205,1.66719386019408,-0.197840269697499,-1.21684663216793,-0.774427437020834,-1.33039828194047,2.02089745146825,-0.560316804179006,-0.641279940613783,-0.25993945711574,-0.0983403818416964,-1.9695287384244,0.307950264651036,-0.439857534734419,-0.947192069632048,-0.808717654213208,-0.539673369478971,0.355839348063104 --0.267744976645231,1.19297168388268,-0.530649459404253,-0.678385660487438,0.115847629819744,-0.623264098041071,-0.353400712320762,0.650602041627255,0.433924269071419,-0.00830859649645874,1.57868767680712,-1.31963244768871,-0.688334061503214,-0.422003030491846,-2.415244568523,-0.279282297454046,1.85808740788622,-0.828500630879935,0.241218654196184,2.44632506122074,0.396726265179343 -2.04710766366841,0.440959630244447,-0.43519992040031,0.502920041270924,-1.77348471913326,-0.491260907075018,1.19450598300424,-0.953738596146531,0.364768881349226,-0.542375396610321,1.24357993656177,-1.51155295296411,0.482871156455224,-1.13697654830232,-0.340704169191778,0.888067526717347,1.45394792012064,0.702489226133161,2.32745236743322,0.956070451586195,-0.326011827305818 --2.4157530845449,-0.429097559489887,-0.159279176191555,-0.108272706111303,0.445712393501487,1.72092341542341,1.53578673139589,-1.24220065104208,0.291648811279667,0.168678898342603,0.820021893326162,-0.703948920237139,-0.152633378353388,-0.970871101379149,-0.0872441357700504,0.33536938776285,-0.506781558007958,-0.878372410655836,-0.848562154428808,-1.40859752714171,-0.917133541426813 --6.6495176180354,-0.377664266101451,1.44605271006275,-2.21214603620731,-0.709597069470009,0.434242113712601,-0.707367237396397,-0.110037990564442,-0.876651769798179,-0.81339842634122,-0.225129338849408,-0.925065753878995,-0.329435802910219,1.15099114259218,-0.497993515782958,-0.414992715882138,-1.54561568555965,-0.457897610270633,-0.801993191975359,-0.11550528046983,1.2188553747746 --0.651254492229021,0.888700057764328,0.999579160458327,-0.508346456698004,0.811701725126584,-0.950196157409574,-0.771254017707802,-2.02399109401117,-0.932165951139078,-0.890244764053039,-0.936502815183079,1.02681442057325,0.784075525842875,-1.13543715931209,0.301351855893233,0.175310135968145,0.487196376366208,0.0615239887293342,0.29800500842999,1.11589040947425,-0.380630682860149 -1.53167552349267,-1.06500611114445,0.296445309998746,-0.984027069910552,1.3469267813868,2.03951843594583,-0.453019427517799,-0.460399191241987,0.948951613106552,-0.752652683867923,1.44296753399054,0.433702299809559,0.737281921799874,-0.234637637228535,-1.22072983504145,-0.14882096533149,1.5651614089994,0.710908486227128,0.318384859295264,-0.51329834758087,-1.76806616802797 --4.80500668293437,-0.777271197344697,1.73348654671734,0.342011997249573,-0.630133257524093,-0.823621125449582,-1.47465490812469,-1.06504282677154,-0.324266593983609,-0.485647325361277,-0.495485242886327,2.20376994610512,-0.320928266862728,0.846736426063555,-1.57064541577214,-0.927207734555147,1.08499411287548,-0.661828167066193,0.667087882968312,-1.24826748271311,-0.734012653722003 -1.5066465144278,0.40786263410391,-0.97971806876271,-0.726148464108888,0.869312655550227,0.0652648089826417,-1.47842977078431,-0.644829915647165,-1.64407473243252,1.31800965039071,0.713187167439036,1.11822882907172,0.218376648153564,0.895599761428014,-0.898252897201648,0.637923063911245,0.577376537373422,-0.435987906621292,2.29387259426187,0.0857840455858457,0.560280327058923 --5.91789971073956,0.750271673481492,-0.532163867366015,0.0455734945457203,0.991703075001824,-0.456634582693535,-0.657904101025684,-0.99786001935081,0.545892397046061,0.715185546851548,-1.23807564201767,-0.556424127696442,-1.09314004803294,0.746060180037689,-0.071879735616832,-0.230911141269827,-1.27151342521194,1.25496841468103,-1.36102246673137,-1.32802623507772,-0.930584875086023 -1.06215001931901,-1.71500317257465,0.508879136514072,0.476566093454637,-0.407222209534214,0.70471281724582,0.243360599126688,0.317412514803116,-0.763211676787045,-1.12386846204151,0.622617955445961,-0.33179777103793,0.131999500528243,-0.689721693231443,0.554069171702832,0.185001855724655,1.56803362329556,1.28630747944222,-2.27774030034774,1.65257720148193,-1.53150270339031 --6.53641918195489,0.192254686867909,-0.0935792966102962,-0.932658949757045,0.707289784765847,-2.04236334981902,-0.165579388442049,-1.5183905777231,-0.94499453725363,-0.543171088902271,-1.20019984163228,-0.311261621737832,1.23837303278436,-2.4043937280204,1.4746852644228,0.944717400709938,1.85540851590728,-0.494701173681262,-0.606446859434886,-0.370392576994252,-0.49162633180198 --4.26973269407251,-1.16173323791098,0.228809104794559,-0.722458854183034,-0.814710899443442,-0.576751877143249,0.756276342515932,-0.606496133187789,-0.514997390759877,-0.922103169315512,1.17420284401149,-0.0321920341395996,-0.840590185496034,-0.526689900363972,0.417942230907113,-0.0295893487283781,0.237257237379774,-0.356481224002784,-0.687204614008448,0.23495897705003,1.12344769077666 --2.1995400992739,-0.64182866447016,-0.628731020578929,1.1109318790957,0.419500586351968,1.06666302094433,0.655766785608087,1.58036485004916,-2.53644868702051,0.948752546190802,-0.804814740317258,-1.07979657070333,-1.53123384955053,0.217287269429646,0.0469589254883127,1.07127478481244,-1.21149298436926,0.581868642946316,-0.112580306670819,-2.59294776352542,0.719479948197909 --5.49919932919615,1.31243918737546,-0.245225818318312,-0.742668614567204,-0.536014382833094,-0.836389170530345,0.462714658902085,0.906496368070677,-0.320391276652645,-0.239889836459505,0.68849929880856,-0.852921435485644,-1.1890110070502,1.24875006765085,-1.00857676651578,-1.57150121401628,-0.864072286090661,0.500911705170898,-1.15442474788558,0.839259206759761,-0.765683644941548 --8.65158379176996,1.001540094408,0.321276447748852,-0.720525727539599,0.217170866960061,-0.678770469579257,-0.891625781604802,-0.17161693980005,-0.651234650636186,-0.168053500072631,0.609066518386421,-1.05116392041006,-1.11442847925716,-0.471853566317513,-0.242154148527085,-1.47465547812183,-1.2537900101271,-0.695440377927928,-0.605847876125625,0.39646278935555,-0.0713211888853017 -4.0314332640385,-0.19352784002616,2.01641746365733,-2.20787304537818,-0.877005535908182,-0.380010144469239,1.25993439790702,1.03726267104682,-0.371565624433573,0.722149141512275,0.841375405173124,-0.8750550956368,0.684395192005029,-1.21522443813586,-1.77404190179321,2.05103824048662,0.223561991848251,0.423714288910624,0.0366867515139849,1.12212146672677,0.504256142479452 -8.38009167359568,-0.9331768198576,0.228650625762808,-0.300636809687907,0.439229560148062,-1.043255470774,0.288026806319544,1.7005482428076,-0.389749332881891,1.38787878802693,0.248668287452642,-0.303860969754433,0.084434076175008,0.216863527838765,-0.0327797755274469,3.91786316059731,0.014459096145952,-1.42631352747598,1.4405283307623,0.78284700562729,1.24882701244414 -3.89649883893164,0.310329445057101,0.101488902515267,0.881202280281443,0.47521039049453,-0.123502083602575,1.60928740432174,-0.472488261980743,0.410731357063553,-0.106292260118303,0.0210407929573483,-1.23515717090373,1.48925860173592,-0.57399239955117,0.917966228638669,0.389316810750292,1.50574022098686,0.447292252185724,-0.0633344896221859,-0.987737079984632,-1.40713085503777 --9.32451179207854,1.58332171358656,1.17147688032292,-0.608355139315388,-2.37334522413601,0.0550441021114001,-0.293613305090655,1.08725778846445,0.138739235722062,1.9425433838434,0.630184136832683,-1.21672762665575,-0.680614266809829,-0.678343834882672,-3.50113825107435,-1.50256284585211,-2.01979877452077,-2.35594852046671,0.780056118213713,-2.66417915520432,-0.0710642974191504 -3.35838916122226,0.906149174876552,1.4666102750286,-0.214979384057958,2.80188163820836,-2.50614195296699,-1.10216196936576,1.06758257973511,-0.0579462580159944,0.348410203796153,-0.254906052490609,-1.18351219232212,-0.433837553055123,-0.0664131860182298,-1.16665045841998,0.835808706697395,1.76595328420908,0.555297592337564,-0.477173112719221,1.93273461021307,1.11568649793383 -2.39013546776537,0.401142830956497,-0.450830664976686,0.200330660959157,0.557273001395568,1.3828616191683,0.744640542401579,-0.485786307931398,0.257459758359291,-1.74994848362481,-0.0511533714536459,0.193393003397144,-0.214582979055128,1.46466063382735,0.293113857716028,0.0581693110361497,-0.262255486081627,0.742829173698789,-0.839074287659949,0.72278758751527,-0.198700903014651 --2.64732063848752,0.0756974415287978,-0.883096760967891,-1.06709533165527,-1.02355459427855,-1.31555389417784,-0.00910635583360949,1.14551211506173,-1.67201605287519,-1.4795687526941,-1.1570156945395,-0.0905874686873536,0.0642204061628952,-0.66799581764859,0.823072024861176,2.15083983660034,-0.212121346575575,1.33697190708812,0.0528312148752201,0.255812674753642,-0.678588630358636 -2.47053094892603,1.05948916812251,1.12933525441897,2.03611982732368,0.817050562840519,-0.39808018535268,-0.326882105454033,1.27489849285321,1.50872388582585,1.83193272874803,0.270680410850422,-0.927880341684813,-1.96492195186774,-1.66058046993368,0.736028612012359,-0.320640614013666,0.517095301527248,-1.62218940562996,-1.98101101750512,0.140447168179734,0.861472878291164 --1.66404207630245,0.916938037311124,0.0748979769271769,1.19975081464132,0.300322750218438,-0.999020372168819,-0.636545178499417,-0.830835588166244,-0.074677066010033,-1.59058658201436,-1.05085371435383,0.621627536551351,0.800449008686239,-1.18321464165533,-0.91799259596897,0.232515557025386,2.12820235515184,-0.537545285689882,-1.66996136914544,0.637705905341043,-0.205973488332864 --1.60197660289986,0.809273076943848,0.450197758008903,-0.217562452297037,-0.127489113446108,1.1287424469972,-0.102261065930997,1.36491204876499,-1.43009733707168,-0.684891440984657,-0.365613287154889,-0.423694389187282,-0.00837820256777121,-1.42828932552432,0.76550133597517,1.40294139239726,-0.308465607978911,0.168839579756848,1.32829889578276,-1.18493231261541,-0.835458613766695 --1.8009504548784,-0.711622278677474,-0.160564159780467,-0.793915811050183,-0.206478840874176,-0.969359276812869,1.40735809181111,1.36004453252374,-0.899212540686688,0.653739125819672,0.524749072371739,0.494548244991715,-1.38785308670644,1.14026177248546,0.359605953938227,-0.695358850518134,-0.270487808863075,0.431780308028353,-0.782239688637986,-0.176921223528982,-2.42808209529991 -1.86085156590707,-2.68958517903653,0.84669311511938,-0.936588880694529,-1.6593739062273,-0.0386894113650552,0.00310781592446384,0.950741752741406,0.864419577557598,-1.68658843098255,0.256669565137861,0.14010015119672,0.206202802591243,1.19386614232139,0.531192275958004,1.14891101493931,2.73205331277595,0.358296471463484,0.0542643594078813,0.283936860442964,-0.476189740746153 -3.30281493364908,-0.567047025402639,-0.0249417301928408,2.12260768186722,0.539238281460358,1.43253379325877,0.698655157489486,0.204833189884391,-0.465769381863582,-2.04878260844185,1.07544845458988,-1.60565130738591,0.722849745889633,0.917079770028451,-0.361540394354593,0.657120490440678,-0.0220036580401008,1.02973498022362,-0.340585611675504,-0.359957939537664,0.617783498289185 --4.28472908239387,1.29919883255821,0.409114046384984,-0.3586640211576,-0.581087185093191,0.864675593282145,-0.301455090937396,-1.38410885712643,-0.0146714512576492,1.23278630737516,-0.436715816131603,1.51028901698418,-0.180085210224784,-1.55942916154178,-0.24005301469566,0.201891901651645,-0.528806138489075,-1.64866264109504,0.38755401109461,-1.98932471130937,-0.729642001338119 --0.108839989374011,-0.190291544554818,-0.145424079504542,-0.159508378325431,-2.07068340147853,1.08789153649057,0.117282206939301,-0.110689116009142,-1.43570597267211,0.570893458983291,0.212728413565393,-0.911474384237376,-0.598071189789228,-0.0983012412293958,-0.0586228905873422,-1.62523262230515,2.11489842823851,0.526518175502131,1.09459012378324,-0.766870253021043,1.42331339879398 --2.5954518895088,-0.638048333690776,0.56811111421005,-0.544471589320461,-0.780751044692824,-0.379757504817568,-0.503883621448344,-0.269050758701005,1.30317834689566,-0.214086162944595,0.116976475628503,1.79987820940826,-1.15107406460133,-0.469734420928142,-0.146805569624006,-0.458190046806066,-0.93483043863902,-0.0409288219275182,0.72866515041542,1.09807174417079,-1.20361434153565 --4.81536974228939,-2.03538388162579,-0.136289199401609,-0.185844860737651,0.124044992577486,-1.20867662564498,1.11499810585931,0.749453349493919,0.032446326435893,-1.17579303515001,-0.363553589423024,1.86761078172551,0.199606761653028,-1.94031080371062,0.928071496632103,1.65210914068873,-2.48363268234962,-1.28043314641203,-1.0003460917602,0.668164918851334,-0.354853505914249 -9.30227878662447,-0.604372355447083,0.0546429565105187,0.956995857079756,1.83482678798183,0.21339948490169,-0.388716586476286,1.47754900520507,1.67249530451411,-0.230235833567227,-1.81522020684305,0.946717677107563,-0.75801934778285,0.44266971715987,0.299601124710627,1.08077256062265,0.584319915664113,1.8895302710115,1.37495793298147,-1.20551352323859,0.249548356614391 --3.76929546547345,-0.808161889076339,0.550569607824275,-0.23531651817339,-0.131453240539342,1.82256629635867,-0.624996326851232,-1.33446525445982,0.34264752712806,0.721093534405613,-1.71944961887814,-1.40325876338687,-1.15235854960392,0.145397578276712,-1.15467532831558,-1.31957618307125,2.39871808494991,-0.327388187325288,1.30030931331336,0.438462848563096,0.806828764904373 --2.29865087458081,-0.606779178488506,0.436286968833094,-0.00817090393040129,0.763027510095319,-0.819213528619798,-0.982796279566649,2.04100007918279,0.698468770003199,-1.36853355221437,-3.16584565676226,-0.599986481885446,0.264174138297782,0.92606924753965,1.57412273774487,-0.83545224087672,0.576380450426223,-1.56768957063794,-1.55836181319988,0.805957632398292,1.43929054898185 -5.37254462027005,0.0869088205053803,-1.22380600400043,1.17966287412372,-0.927975490023102,0.457464916407119,1.97733492076131,-1.74808900857293,-0.363794724313395,1.20451745048248,-0.44507113626669,1.43523414378137,-0.421208839689339,1.52520407178824,0.18776715619333,0.332845113183176,-0.961730209932648,1.56070582802356,0.147369320357265,1.32202070612009,0.58521704431516 --5.81563517937691,-0.234297029397194,-0.228588072678551,0.0372084526490771,-0.432082188632315,0.327314468612596,0.864007571141877,-0.185095444487144,-1.35477348708542,-0.105794093021531,0.485474120517047,-2.0391183865825,-1.88645322350735,-0.953477422306858,1.12651153385093,-0.791516696222106,0.0552791377220061,1.39714271752548,-1.41969155642165,-0.804455654550206,0.654942712796928 -5.26616300401963,1.26252689567853,1.29036626413328,-1.13179030797637,-1.3827881976761,-0.165567718578264,0.299968022374892,0.0688491460437129,0.335607453514559,0.795895189806315,0.894963655648824,-0.863505746689217,0.348865572071225,1.50870546791119,-0.152478164705891,-0.201822004748293,0.381918181694591,0.826331912830201,1.18554038205934,0.894952314176276,-0.669388187035933 --11.5483271523888,-1.56379809166681,-1.82751938091931,-0.194978214599624,-0.352863681940805,-1.3505698527934,-1.28570235413158,-0.377268012227275,0.919312955035437,1.05124857658161,-0.275104910262431,-1.22254440223359,-0.255535205771963,-1.46359508694685,-1.85057286002235,0.801545493793061,0.218725432988225,-0.561878148680291,-0.520788271406422,0.949306740986823,-1.51160484365409 --3.03549055894598,-1.49347152278348,0.873412535308924,-0.735573729677021,-0.876672116795136,0.688718965691878,0.503777202817321,0.0634769270820288,-1.73964140577373,-0.754365325271447,0.99650998921525,-1.10826976240464,-0.519426010593532,1.43837365222217,-0.877909512133929,0.835839286787479,0.231482988577665,-0.408320451125985,0.198362248714578,0.496997389355256,-0.114625502877922 -1.30714489098366,-1.09713482195183,-1.35041691069749,0.586027091136096,-0.902414442397622,0.442558299751708,0.433123183860889,2.11873737775373,0.412473220429718,-2.68350542555595,0.534424894120827,0.10173918643723,0.56019317611483,1.92389470884072,1.20018011776942,-0.199089542821285,-0.180949143578696,-1.41369949281452,1.04906345260976,-0.217030788542136,-0.795778279300683 -0.403022136457756,-0.0291067478840087,-0.190908889546427,-0.823691331897519,-0.543166446456961,0.00920176897383629,0.788377845565073,0.85840850531044,1.61660802593985,0.167736070543379,-0.840583239131952,-0.874541357767745,0.129189355476149,-0.190479981307164,-0.330685930665099,-1.46488882762064,1.73436037717046,-0.329747849834007,-0.0218150928492149,-0.581823983883403,2.06157508888088 --3.83538911517172,2.17368491956429,-0.516364450130856,-0.492051263643896,-1.18020106963428,0.177208749708115,-0.0379959179067033,0.536259696262045,0.471873357658112,0.222619203977121,-0.026443834112038,0.330733050374622,-1.42669595180681,-1.06944985606829,0.301655644719842,-1.09285742741841,-0.285574663820442,1.36846286411587,-1.6463254124734,-0.0845012759746782,-0.74957148322132 --2.47290014872886,1.36978704873579,-1.64011332988958,0.450633215998162,2.00170952166128,1.13805589349441,-1.01355859677235,1.07594224205492,-0.72939973876746,-1.92137417850212,0.223769100878392,-0.182957292399322,-0.265082793408327,-1.00660454377211,0.484545619882721,-0.551794485408294,-0.60960118761755,-1.41240966743637,0.846878979992078,-0.358209071899405,-0.517680301801634 --9.71474794266259,-0.378380661488477,-0.42290985564305,-0.951206964424038,-1.34715341215529,2.40691336955721,1.19882383058995,-0.665091144904206,-0.476660939105135,-1.16078769201033,-1.14652147953224,-0.597856271114667,-2.46054088416156,0.230841911709066,-0.954022806319688,-0.598949381207504,0.422977199147523,0.788058288747898,-1.60381983780654,-1.31671842052848,0.199735715805181 --6.35197274209068,-0.778744876326706,0.629567382367021,1.69196079205684,-0.0120376226601231,-1.24160377069242,-1.23610010463291,-1.02972737221672,-0.369013411978667,-0.872799619418971,0.62538237292303,-1.77835071978956,-0.417327587689603,-0.934742865686936,0.925735894812757,-1.13445680553785,-0.343964128746362,0.829447872614379,0.443870153215734,0.714147648894799,-1.06366098248266 -4.95812380192961,1.26408532917631,0.150838334445736,0.120015302108015,0.00155254197841766,1.50440162055132,0.383961071076455,-0.66938382076986,0.00622627673893561,-0.395928009264052,1.80672642499635,-0.237002739100904,0.73963945589051,-0.217081618689188,0.594893424093543,-0.896469735659804,-0.571908663797629,-0.179892027422548,0.852156035907369,0.688795180243297,0.0698361462378956 --4.0236609238958,0.308013117041762,-0.50785535153173,0.130874463313716,0.794830994301673,-1.07030612194997,1.08660761148555,0.593836082836745,-1.95578882294017,-0.179959088878787,-0.605654700686413,-2.28618573664722,-0.838874575338006,-1.18333652239274,-0.31005978071219,0.819855772815709,0.532210402189316,-2.11434842615917,1.71557647332127,0.97988286654968,-1.5034209268253 --0.159813770315254,-0.418501689523395,-0.473392795198617,0.553659339163755,-0.521663213350853,-0.940008059155465,1.54696445860029,0.861279565771329,-1.29669980020054,-1.17641507170977,0.212822451842421,0.724629374741541,1.04356794714359,3.0773417791817,1.57725968807339,-0.836643207368623,-1.25055317554406,-1.67781475309881,-1.12559191394296,1.08126854372439,0.108855937234694 -0.120883474654527,-0.0376429295763268,-0.833963517996452,0.291403978548209,1.23134965207382,0.762704805704265,-0.323592155128823,-0.808170889922277,0.0677978005669064,2.56487041000311,1.06751550205659,0.196883973336394,-2.11173568587535,-0.318481754102916,0.985138696476579,0.349391479310238,0.094101180869916,-0.0363148138785604,-0.46083969260196,-1.03043047138531,-0.433314386515884 --0.963796793190997,1.18729856637511,0.407738655980436,0.370520415873311,0.455249894310342,-0.158159843342819,1.24951806397213,0.0279877089799959,-2.09463343740446,0.355699211152617,1.39220412415941,-0.721349096179524,-0.544685119655504,-0.0850236261226519,-0.280146737805521,0.4193312509667,-1.11124186169154,-0.968633039538424,0.20833349923142,-2.79908310500122,0.368138327399172 -2.30468856670826,-0.105657693844905,-1.40117918072142,0.212757990376683,-0.0862593939436491,0.934088797067838,-1.27015453827603,-2.38936440714022,0.945920100907511,-0.932167620081489,0.917937786839656,0.434513218865808,1.11878150024561,0.811330220419125,1.59747614680049,0.318791299587229,1.08881159663182,-0.138726014427326,2.01625764505301,-2.10509373522801,-0.418145203644974 -7.42193594917479,0.202441652299197,0.453661091810076,0.0409981065565555,1.21599477035728,0.866899989885977,0.260495511402254,1.02912006783177,-0.900596525156697,0.44961757968458,1.24089946909785,-0.829534312329277,0.207827041513618,-0.53137860440275,1.6259186827797,0.589691164430703,-0.863987762081258,0.86440797289825,0.846834552060121,0.172534753157561,0.280878854125827 -5.70274060143612,0.780408474277473,-1.06930054170302,1.88768491704857,1.74201845370338,0.380430050826352,0.305872262378094,-1.29057222091196,0.168008682447849,2.25756788042739,1.69889561381079,-0.564109310202096,-0.0496646593841838,1.00179887161717,-0.0165278304468804,-0.190083756441707,0.452344041114371,-1.40703093216406,0.0447521191305095,0.872887142455653,-0.980611846300263 -6.03717427311628,-0.542142379532731,0.202481358107054,1.20928259342596,0.724841496594188,1.17689927292131,0.9444771250195,0.649984366377559,1.67638545013513,0.720189526634603,-0.63504549935364,-2.15700647007364,-0.0516991575823075,0.797690989923166,-0.785941436291851,-0.334704919551659,1.16459675400106,2.04977747267462,-0.459521492868266,0.309518158279038,-0.711014753993586 --0.438132448222215,-2.02653214649499,0.623451074539442,-1.08656302918989,-0.00340323660494296,0.179066655472975,0.301873409970059,0.804789749582064,0.757759591778241,-0.00316336477954247,-1.80003450921554,-0.229455616699363,1.13692405219849,0.328232788080143,-0.681545095827389,0.861028335529291,0.378006518364122,0.410955340060336,0.342309642502027,-0.900999843229242,0.413306453031148 -3.54803260031003,-0.0216719936807863,-0.0773986470158042,0.366725251935733,0.417079927079029,0.59074380603407,-0.597182456165578,0.0956825107861343,-0.252488362831017,0.219725650356839,-0.107199036766571,1.29870507481093,0.398784542253518,-0.491518395244102,-0.806454343757258,1.23966077980522,1.14397404460981,-0.0646292602887594,0.0570585268356049,-0.923691493731224,0.450466029905738 --1.92634566592401,1.22228260594031,0.212269925827477,-0.767448702590071,-0.751452934248587,1.25375953731946,-0.597982303536426,-2.07367294619726,-1.43870019910615,-0.372787341470019,-0.5110044867493,1.06070186155559,0.253229613399285,1.02202746934988,-1.26221618761828,1.50942664026931,-0.237599383346975,-1.54726574602084,1.01162244524061,-0.947582919820957,-0.0478951299594226 --1.61076501418628,-0.173681631884584,-2.30991331278582,-1.21893998222157,-0.3772750598901,0.322754309494008,-0.111271639374157,-0.82401174158304,0.583750601570358,0.700075971375982,-1.13787504213996,0.473772000311632,0.192581061506571,0.375173231213716,-0.97905142118568,-0.281499250445726,1.71673427472092,0.952087335569685,-1.77580962109421,1.24486648476019,0.4031137026425 --8.48378351199157,0.664013191727257,-0.915272486632184,-0.781453552633225,-1.2135862710838,-0.197003546751987,-0.740007062978414,-0.262352201273204,0.501694909017916,-2.65970660025327,-1.44735234546027,1.88705524437263,1.17142008632533,-0.159144575050901,-2.17690024924959,-2.00652968591966,-1.26950690933224,-0.661216398701495,0.284820241155418,1.9884241231557,-0.259736802019644 --6.4460203187148,-0.547838197912795,-1.58036943366897,0.111760763148476,-1.72834856109516,-0.0105450748199485,0.134290002589239,1.9161419349065,-1.23945402236615,-1.32358466640415,-0.248086769036232,-0.491463696495005,2.0764613493917,1.3396557688958,-0.32725259771736,0.040138461638339,-0.19610643732802,-0.219901866369117,-1.69781600953006,-1.68930881277623,-1.85694673248462 --1.18585962831081,-0.917442005441945,0.65390688767333,0.273567310204195,-0.200558737055413,0.140209471822967,1.0363899383748,1.08361712479252,-0.0749071973631332,-0.448287260470192,-1.14841924624858,-0.867798708696017,-0.761715669549572,0.119776007357813,0.488434185991746,-0.761770507886198,2.09143152016329,-1.15007447902582,0.587975133279058,0.404140455834975,-1.04329264945707 -0.56567907328938,0.437105753033052,-0.444031491614751,0.500193172426016,2.83737626535154,0.511955587500877,-0.864395474020087,-0.10190436305498,0.383300102757586,-0.154073846051265,-1.05585729716595,1.09399629833492,-1.00385261846644,-0.844192888813052,0.767878492045476,-2.09420603579063,0.706564747027856,-0.948256490534069,-1.44061721071406,0.985758856817801,0.410169229714415 -5.44282583206435,-0.384968561551574,-1.03014444672668,-1.04571272313975,1.58164352143473,0.961082396143948,0.836138836881739,0.82332757448802,-1.22946902315688,0.373058835062276,0.106878504143563,2.34000342869681,1.76543604674966,0.523403164323451,0.483158508142548,0.345311926272629,1.28768398687812,-1.04328022585964,0.836070200988437,-1.19351652865034,-0.372071466071686 -3.10235754149061,0.842375303778161,0.577741279915219,-0.79853188280778,1.50807669466516,0.248245276843885,-0.17342128353671,0.540489004274626,0.471886042883088,0.708820804120283,0.152777939430176,2.43194419301287,0.388295575801152,-0.172621857855931,0.596990803712529,0.278078246922613,-0.452798146987345,-1.5468897700127,0.954628952183927,-0.407807569065836,-1.10737836445166 --1.00022462291141,0.953016305056382,0.262448769456028,-0.737228883862066,-0.64697794001093,-0.291033830802378,0.432420375993107,0.673307101304334,1.16231815953928,1.04447754076195,0.104622470490381,0.253049802518189,-0.00617674292932753,-0.0664845716699054,-0.366587996201244,-2.04377457653109,-0.995536410913044,-0.150846456446987,-0.340302004791153,0.251096938218176,-0.38011723184248 --6.42403010292324,-0.410631815753392,-0.393949854405646,-0.56277441907557,0.29356004064059,-1.32867379780746,0.38654626220268,-2.0972144698595,-0.816306941731707,-1.73239900607166,0.909071229071007,-1.08128605252087,1.58682928932701,0.892367697237698,-0.814231629845289,-0.770106829667187,0.0472717183260355,-1.09912485364721,0.943251666140816,0.5335000730533,-1.21033889606624 -6.85836996950194,0.100808276763203,-0.0516255058155511,0.79419853047803,0.587716366418711,-0.566767691431432,0.128512839027238,-0.69726041366866,-0.664288564723359,-0.234465829457721,1.31782476860422,0.57924453003714,-0.539741691329362,0.407167257935128,0.545491031791015,0.543977181428421,2.08290134602963,1.99811685273265,0.673692558424999,0.765905386010393,-1.08152013612985 --1.55140853821259,0.920755693184037,1.14028294834856,-0.358629354749601,-0.107972548330459,-0.642392712616352,-0.519796827263084,1.0535914938283,-0.0688451529937328,-0.751661671255994,1.77682877647616,-0.556080733715172,-0.226563855281925,-0.821343668803389,-0.995806842958865,1.26030348323211,-0.343950282778483,-0.367834946518074,0.236474528333038,-0.689986218368114,-1.61454225051565 --1.99977948765919,1.45959521489172,-0.786631542066853,-0.600421142222656,-0.0963735538210131,0.167872853169335,1.03954146977188,-0.944192569083171,-0.176170158756527,-0.803495263289795,-1.01580535527661,0.013326088759418,0.755602443378401,-0.973275017084485,-0.326025583592959,0.844694005057745,-0.414510984972461,-0.237103652516952,-0.727497255897026,0.968761973083951,0.117920763070575 -3.61571233253757,-0.396842534166212,0.601437056029123,-1.52207792907845,1.90998287072323,-0.146054276881531,-1.06535516931907,0.311738057818413,-0.0172900887682703,0.251866731025456,0.874863278122194,-0.152847424105182,-0.92635312142795,1.50336615540631,0.510875600439967,-0.0651882730308028,-1.32814647174233,1.22109338107302,-0.559640781449852,2.02113636949648,0.907953625746526 -5.71613687134503,-0.483083828777405,0.874993564763694,-0.229161864331559,-0.27776778826223,0.143227817343503,-0.00817971996427892,-0.294605573215506,1.00459676030941,-0.0650101607747117,0.497915751828407,0.945203064379149,1.20514053660918,1.17277371745587,-1.99441535315808,-0.57447786190876,-0.41508122308652,1.86294724124924,-0.670207242347354,0.306810416236764,3.20010591389742 --5.7979432605717,-0.316219132316045,0.456726190830208,-0.0124854519842579,-0.0312245048100131,-0.290640113301732,-0.3556420695146,0.0500265066814397,-0.459428277230058,0.391303061219897,0.115268074247473,-0.93838004827488,0.790019774349704,-0.595697457230677,-1.1154984968763,-0.85825722570815,0.405238154794417,-0.777010972090453,-1.51981637943345,-0.556568208228742,0.651509364130388 -0.297012413602592,1.21000394782544,-0.2971341353974,0.964798031690751,-0.335865644347185,-0.0289603342607217,-1.44007834069212,0.153920263294066,0.802725558514872,-1.12197307161901,1.18726630735307,-0.411457872415539,-0.205066497637867,-0.843525856275736,0.117714162230454,-1.70870435637456,0.141533621787783,0.155436176703366,0.354616750240352,1.29614069896848,0.765483671735833 -6.7453125600617,-0.75298064796168,-0.08074092294032,0.184169827303409,1.90360488104236,0.25204498209051,-0.202181112302556,-2.04740276788581,0.957482873630797,-0.432231137304589,-0.154086519947451,0.956338876958647,1.87762991457949,-1.47213517902595,1.89167752998702,0.332323463175883,0.612577135073045,1.17866377312604,0.493961815374808,0.893367262292826,-0.548668707926044 --1.42312709228015,-0.649267243627047,0.559757600415668,-0.206835546865332,-2.22517521941315,-0.0192071697154564,0.309166974918927,-0.999060453894961,0.0819290534670307,0.853052127188107,-0.658882964671118,-0.745497818997971,-0.761358905824955,1.27183668133131,0.545828176533939,-0.395914353996293,0.330853073409386,1.39182738466138,0.0494097299502169,-0.480018535876836,0.365829156398896 --1.53792100610874,-0.25424445327965,0.49851955687068,-0.070329949947274,-1.93551519851858,-0.565520993029552,0.956610212483446,-1.3007155324284,0.52997831036889,-0.809751907768075,-1.136273273499,0.493983829213362,-0.183262631429691,2.29510751733606,-1.34684304453798,-1.21697798040141,-0.581498848645502,1.01157367594129,-0.0153228311117629,1.72959516947141,0.807631882414297 --0.926676728018118,-1.29636955777937,-0.0709777789539619,-0.0619613498843344,-0.533606974595095,-1.20104867750853,1.51811234752599,0.382265966400936,-0.615254844644428,0.518366687963251,0.721501377816697,0.0994589187839343,-1.08944279468273,0.202130312982213,0.693735957042447,1.34804855838897,0.220880233268091,0.831725251366555,-1.52000139680288,0.707397850410032,-1.60399755156801 --2.97813686844645,-0.424657090715449,-0.288256617030102,-0.78449801735062,-0.399080518348079,0.92346194514277,0.0261231879868391,1.3872181268885,0.966700395491106,-1.10702766190843,-1.63289975893174,-0.207224182083234,0.537417301633672,0.0122295677216163,-2.51162779089786,1.13378370464545,-0.104385877268326,-1.38550725716937,-0.904411743293729,0.460465063462199,1.3594412981304 --3.60444157976504,-0.399155728619728,-0.867649034567396,-0.439668514428555,-0.189289106248193,-0.846973266849934,0.794901631371223,1.2407107910606,0.276071175338296,0.721963921020865,-1.9447739117085,0.0244110565190236,0.149751689572161,0.122684321651851,-0.398810886782234,-0.98495685599243,0.714466575835151,-0.0529968834450781,-0.2390355270856,-0.680266768048772,-0.622390937838517 --3.58193384599033,0.0598749090244955,-1.50039555280226,0.0707303696201247,-0.150492023476945,0.259457803220581,-0.548931066846042,-2.52349506560179,-1.35157841701848,1.38698089081212,0.622042744665269,0.229679935689126,-0.340063281600547,-0.506746086455238,0.63638506803106,0.954414363015597,-0.871606216792598,-0.534824632487596,0.441736295167202,0.693917971916403,-0.457508255769642 -3.93141767471718,0.680677864359805,-0.0130300215573184,-0.124507445066537,3.0153828132508,0.719942428590013,-0.578468100539069,0.0116901364106842,-0.274576701142954,-1.49980263691057,0.321125274222614,0.85614082606063,-0.0320581863170184,-1.5528751192642,0.74675790933432,-0.362938627534962,0.16597207060518,0.0115006174411675,1.93893609008397,1.64311150242171,0.0246932388932552 -1.6504020510785,1.56942176085768,-0.0780186580336426,-0.969607192035581,0.796992780464421,0.948663783805747,-1.23448857101603,-1.81462927757386,0.213852305795946,0.32496379039897,-0.29988001106384,0.121336188907958,-0.269051496366623,0.731727347021649,1.57442555055117,0.135183668582653,0.340462782272823,-1.73275217572851,0.0662423501395214,-0.806792647354836,0.131722960698148 -2.25152654115586,0.811309021886984,0.10315227504979,1.44360007050019,0.979465794117173,-0.103920267895216,0.452994107003986,-1.40963757154564,1.49862108203868,-0.746517160906228,0.877779305167089,2.33839862444337,-0.824006760177865,-0.0809796556718821,-0.186939163844541,-0.159846468727266,-0.791532556650821,-1.59742675844989,-1.0058625747211,-1.29225652974467,0.104995050290056 -5.06966899972836,-1.27126792541147,0.90542857468512,-1.26420584466607,1.00369578153746,0.385231981822957,-1.51330350402086,1.4688132567506,0.853932139351566,0.899478883837133,-0.121184105730839,0.406925982723532,-0.810756121637317,1.11835952715155,-0.149081155737987,1.59331420028344,0.320563990800224,1.37995501833233,-0.0633322386710806,1.01385102755956,-0.672717439636458 --2.63951748901219,1.50467588437595,-0.414711934882091,-0.734464052948864,-0.322857466808083,1.43258543175929,0.310188142494531,-0.649213452260508,0.0467759576308982,-0.509848446180666,0.0675147402871015,-0.595041399603219,-0.0229293009124225,0.998935699690284,-1.30291422209282,-0.544655433688844,-0.0480240986824874,-0.964992093771792,-0.905197110231006,-0.481554318066733,1.68740618216401 -4.08689417679729,0.806987101038061,-1.3256585644965,0.189900958712366,-0.490758844428207,0.127686659926472,1.17880021634246,-0.625451676566253,-1.83860335808963,0.295808627708878,1.27497330124768,-0.384013726334048,-0.360294524340745,0.379775881143743,1.82812787093343,1.54157025692511,-0.448231873993795,-1.25363092535073,-1.20619262726928,1.89343868853873,0.622937646981865 -7.31481141108013,0.0645769808025886,1.25588215242455,0.141857664157763,-0.193007026549265,-0.321580125429621,-0.446379154331654,-0.216621591368601,0.85306493628319,1.01741750927642,0.0828881985121147,-0.35082281785201,0.828022296464913,0.20401679578398,-0.0321404955887409,1.76029047226951,1.71483717613698,2.19337757250295,-0.627791543941583,0.205122082057217,0.735037830330814 -7.19219672022535,1.34405371053338,0.717189796098659,-0.774671661665593,1.35530671143512,1.71846470412882,1.7966163933279,-1.77001870048527,-0.042876712461012,0.0125582117258183,0.292338120471943,-0.0378071328364489,-0.053159041118544,-0.472853700681139,0.883827427822149,-0.485185168554552,0.265228463395737,-0.64185301994317,1.04071750745056,1.59273658952773,0.338720631434394 --0.0608356529669503,0.541897771884441,1.35166264389428,0.393303794764497,0.678498583707598,0.0965372129292852,-0.0274379975841119,-0.637916794371274,-0.129600689112001,0.111492934361643,-0.107891666148662,-1.41343598849703,-1.57035313431052,-0.260128589623341,1.13340900320955,0.205696169783727,-0.588279276148365,1.09529550915425,-0.551897966891988,0.302444764491293,0.477359236111641 --11.3255051311237,-0.154065040866368,-0.619306255945051,-0.492304658839122,-1.62759896187099,-0.780337748646452,-0.177518231099993,-0.562191804424117,-1.6406549251055,0.452742977842509,-2.43017377480281,-0.40304242629327,0.687183996488068,-0.706366603405398,-0.774947042422264,0.520908769548041,-0.141543560214484,-0.96419781404132,-1.20426239082058,0.0835777583653371,0.23490994612024 -1.39717183352905,-0.582331651747986,0.521972233388492,0.638179914698329,2.10875019761348,-0.504281822846192,-0.461871470177831,1.21586252565961,-0.452712881279528,-0.0530175315845212,0.897915004039389,-1.66730536552831,-1.41584149913959,1.34102476390619,-0.360538773271577,-0.625792661588462,-1.26038408798338,0.108272238383517,-1.03311572123774,1.01609148532603,0.381143836858545 -0.328594363609152,0.886588633178034,1.23520685756293,-1.01562791774359,-0.112395753143139,-0.528647745766859,1.18467774829243,-0.140617235342123,-0.346706127119201,-0.48004827789165,0.626321178785295,-0.30377327534381,1.97333656334227,-1.13769568354904,-0.303456878325927,0.662876895613391,0.387967647014129,-1.65867880626761,0.690244609791835,0.104197651138006,-1.51002388044084 -6.82888239940645,-2.21115696793904,1.53510305818888,-0.638521485895051,-0.157633364748905,1.7902419199369,0.350235584456697,0.827845297495085,1.4059285091883,-0.672529992160646,1.63256031295297,0.966561637595215,0.363393980819354,-0.183231304693673,0.802604416346957,0.816147518713489,-0.470877196944539,0.165775177345329,-0.423568591743856,0.897983457066377,0.460044034009298 -5.06053591515559,-0.154888281093838,1.4942757408771,1.04680557377135,-0.57888975819128,-0.6123507010553,0.0251867482441495,0.33481854482739,0.543553946729191,1.18659090708582,0.0621832421424459,-1.02879121453147,2.14444472873294,-0.0237434290509567,0.506778164830208,-0.247981395519035,-0.756958725269259,-1.14688456831642,0.250029473042884,0.444858653294533,0.971306004563954 -3.44561824524414,-1.12711344946393,-1.27835735570354,-0.798661141869819,0.330190295746345,-0.58476045656867,1.77257895983699,0.273868864999677,0.0198428824489579,0.263674762638237,1.12663416693416,-0.48040956635939,-0.270626636699596,-0.228727225042609,0.671552644584415,0.906618517945395,2.50558400374063,-0.409849170868159,1.63511165761227,-0.844332533375863,0.0586147207543235 -0.168440259096178,-2.0201170359968,-1.39678554027924,-0.737152955558391,0.751185625094324,-0.0941609530260297,-1.06530411389162,-0.206912376162127,0.380174450582821,0.740422395729213,1.84529125398494,1.44560060528729,1.11188288598761,-0.585116189381494,0.786232484206779,0.952036775354125,0.925946030639418,0.234935450746322,-0.975598669684703,-0.413036306126818,-1.10856848332101 -0.247225936451626,0.222627003401442,-1.9887238757774,0.317557603798859,-0.0125442513194476,-0.619442530467766,0.465131036633768,-1.48887851771399,0.332560315026782,-0.516623383694754,-0.25242162213438,-0.382218562949414,1.15814957801699,0.940743293780782,-0.207863521151548,-0.839959759823119,-0.25814256627008,1.12777741912027,-1.01377690087813,0.37468871742608,0.635182169392514 -3.72682907668235,-0.127903122118574,-1.5593863968407,2.30597630785546,0.78672636021141,-0.741397616908528,0.812276256364463,-0.179614999998906,-0.655522665873647,0.598446446408551,-0.830634329550241,-0.764715951478215,-1.37650459178344,1.60597231174066,1.08209993685766,1.12873271570048,0.227403824432927,0.0324885364620807,0.645381961117096,-0.565562753887843,0.410693679385651 -3.48990649471714,-2.02404513877355,-0.437225474361559,0.441232030169289,1.32408944651177,1.4538558537098,-1.01359656678336,-0.125589838668334,-0.28405556723335,-1.06244244175091,-0.375249003858101,0.911807956946466,0.155315902068176,1.03866716615117,-0.334445991141215,-0.854478775714528,-0.818620767633858,1.60168503863791,1.45834506035652,1.1688803104026,1.04833318696746 -12.8178152248211,-0.279678879183236,1.64961447475936,1.152650652112,2.17894445024807,0.902552721418648,0.51167549848308,-0.663183033983105,0.734608855864192,0.168194943395318,0.127627367734399,-0.476755422455011,0.750941965033662,0.824502954940725,-0.1125580526315,1.70374374485201,0.604937303858487,1.16020109161316,0.161457342159712,-0.120916555308651,0.827010811910212 -8.54527584864467,0.420630659980623,1.47634015045874,0.966213953834574,-1.48684220609123,-0.0459363679642714,1.17347383186088,-0.462760076934454,1.13865375726624,2.81622389065954,-0.197971301228322,-0.539292276466018,-0.629365364995128,-0.231044226263303,-0.273286113196091,1.98853162504377,1.35241413692732,0.47651173568775,-0.478631463390951,-0.706797923615069,1.40983804791641 -5.79983144338731,0.642884936877863,-0.199738288228905,1.55021130874431,0.599002641648716,0.0292799824210909,0.488300924135189,0.151544946462764,0.112789257860595,0.904198227692922,0.961422967908568,0.650718419844314,0.472436982963458,0.339309521936647,-1.74763881734365,0.217370814127161,-1.77567572184381,0.446248668186956,0.883615311726095,1.15399897116864,0.221247267091374 --1.93072683182326,0.294381382694261,-0.597036549252031,-0.907741359525426,0.63806445411404,-0.330077179944363,-0.174348131854011,-0.0717690528374432,-0.803495902238768,0.783248746209454,1.88621888424681,0.211540999483501,-0.54493692615308,-2.80936460662558,-0.2972336860723,-0.32227418850882,-1.02068800149308,0.777357561862389,-0.639914118433513,0.884642297838592,-0.0487727871672504 -2.28319644900202,0.719141732450454,0.611075601121751,0.661687587136833,-1.71879931334001,1.42685582829935,-0.17770504595966,0.140931013001777,-0.43848280495188,-1.42207538982273,1.16131858112426,0.903240319020888,-0.261320511863064,0.12413949141112,-1.38822410482736,-1.5392956824886,1.57150375535332,-0.243256150075256,-0.417545666485368,0.967503092335317,1.00350878812095 --0.296215911128524,0.192504699318315,0.2827093561402,-0.251558781137516,-0.0397188829332318,0.711693534338995,1.11562204538492,0.887445526471511,-0.679380314105703,-0.57484667654745,-0.29949338825453,1.06034641794458,-0.0707425434968754,0.399207940781704,-0.264360850353383,-0.495119992629424,-1.06552351926763,0.12389008272946,0.17919797413826,0.15607730986825,-0.312830333937819 --4.18794769553824,0.36743963595642,-1.47029258762312,-0.135265429974956,-0.330752467139379,-0.583258809037757,0.00582560762550894,-0.00860053311014563,0.0640428946369904,0.916706416429142,0.139040791271132,-2.46210218898272,-0.701552180224565,-1.51515822966305,0.00124042630331544,1.694569329357,-0.546822051925697,0.911677126541179,0.378481738227564,-1.5235400855739,-1.05377845359387 --2.11406177201577,-0.11339892170305,-1.88867252799157,-1.05434028704218,0.684993636488113,0.158099990890752,-1.12072440883482,0.868575155550352,-0.737173206441034,-0.44837725549319,0.627825764039548,2.27620321552099,0.50724529061398,0.433176625259251,-1.2515597649644,0.70719730191726,-0.458310132243551,0.435693148438301,-0.430827924609682,-0.500976921152065,-1.12277395530169 --3.65086716975979,-1.03659361554291,-0.673529518981055,-0.383579172790333,0.60655675399591,-0.871615575253114,0.0265116319874062,-0.596369221207743,1.26700812274573,-1.55389561109234,-0.143898842593251,-0.81152658766119,-0.178543735881624,1.15420835874241,0.776430774310048,0.496883257057378,0.676019170838536,-0.412106981259576,-0.288868975945316,-1.45291741971076,0.141106760260216 -4.12738467722272,0.252591163499661,-0.934847920712603,-0.770653779979587,-0.547392576664285,1.3220555754117,0.238202729567206,-0.710411688178457,0.292741109657697,-0.00768671408506953,0.219077585385113,0.297992560046296,0.283207898473784,-0.60078652894614,1.06405548727001,1.12685180154376,-1.61076427913604,0.32393977386719,0.442449571848091,0.350243542574192,1.88059895547695 -0.763433985667938,0.92254542259099,-0.917859160349397,-0.846551337129884,2.35603997071741,-0.0706672135560549,-0.586623959893729,-1.52801833589644,0.116984242426755,0.565568691184428,2.92906176687061,-0.556226980419284,-0.399133650127833,-0.881736248174221,-1.83417463592746,0.2934039488986,-0.215528386799713,1.24109908515421,0.637996332980628,-0.931584675333756,1.27699820216765 -3.42325235628805,2.27493594555922,-0.290021222433552,-0.311288357025438,-0.379770792158457,-1.96765716174985,0.242248446322432,0.916543744895452,0.645058539751862,-1.34045560687552,-1.54771474894723,0.361814455436752,1.80500601349161,0.994196970235315,-0.430199473494007,0.857969941529524,-0.153864515093844,-1.77712539520192,1.94679627678019,0.291767690667843,0.352336941816385 -2.89765233125725,-0.4414386682088,-0.862725244986937,0.00750628809325717,0.5367657200926,0.756474244878953,2.80649918945726,-1.83759358394949,-0.488392662308006,-0.713754736706312,0.660478078967002,0.176942355039113,-0.743287880965626,-1.78618311215946,-2.05759426148266,2.94326028049925,1.5274134833534,0.952523947142317,-0.407204023156552,0.445006914726359,-0.0484023593326957 -0.495142388336824,0.0117520326654933,-1.78104046400193,-0.434929668908701,-0.472373081950801,1.83477706613205,0.392463010726499,-1.99951655238944,-1.44617839789848,-0.81373366889919,0.0232109576576404,1.16374445753738,-0.536803799023621,1.47933195274552,-0.169994594413346,2.12046828012359,1.56563642397952,1.10677647544133,-1.18935376057475,-0.54187708085023,-0.337178096501058 --4.46539483636907,-2.12699307927022,0.0443222341276357,-0.647172307528569,-3.68290531941769,-0.153168391573305,-0.308394934551191,0.410143159431272,1.29263437972806,1.04042451437411,0.701983478095927,-0.167100439879166,-0.181831554875983,-2.33425080227303,-1.19322456948264,-2.29337460135461,0.181861082103211,-0.594782223718498,0.243623480970848,3.08218368388483,2.40935328763369 --7.39770433825955,-0.792114565900454,-1.85171261276156,0.37264575785398,0.948414676278472,-1.48533390348809,-0.870973013570567,0.412226449736226,-1.07453281411413,0.665688645251226,1.64141851598555,-0.617658679204274,-1.79253559195017,0.0472577671525785,0.0548940829419956,-0.765837190865462,-0.562757487816219,-1.41966975548631,1.116801440102,-2.71251630998236,1.53646320207615 -0.625012116262629,1.28881808340777,1.09746578432504,0.524018668484583,-1.01741643753174,-0.600046414284918,2.25351903223877,-0.7721566895582,0.501110266173409,-0.894366838404367,1.25857376986846,0.527332609395066,-1.32931453058486,-1.31000794716844,0.825794397946182,0.055386047144359,-2.07238264646377,-0.206510361908124,-0.380230477096879,-0.111322106902912,1.4348874911802 --1.57879180795215,-0.254336528393991,-1.12018713064246,-1.64667651502178,1.14704997018058,1.13512202340184,0.933645145043454,-1.18696015303624,-1.16401780165525,1.63884351063261,-0.0314375356620422,0.0873496806646669,0.196488496240385,0.763226301070467,-0.872389790509767,-0.54099674347268,-0.79703572660298,0.819242565455972,0.168279509305183,-0.420887605865624,-0.500564610059501 -9.41978446328122,0.568885735628597,0.705439244103486,0.456835207108258,-0.62518691806779,-2.00057049464556,-0.726902615329442,1.94573409230972,-0.286920037812917,1.3331121866154,2.09161308109106,0.888736226167868,0.161344532811381,1.2349644592577,-0.0631237341775675,2.04126422892013,-0.313709500728669,0.310546384596326,0.856360074084784,0.81607141776671,1.14043564430866 -3.47495845204321,0.667450330177768,-0.142338124366728,-1.38412768082339,1.73990005355314,-0.394431096291735,-1.70641675120628,0.41115159280827,0.905814680191223,1.97899520032759,-1.17022348579476,0.342576974910821,-1.17976647566217,1.26785480777948,-1.51841289081745,1.19764239072642,1.85970608248929,-0.172603378970966,0.086496408523661,0.538266639014382,-0.431598870650669 -3.5903398597832,-0.949624291823464,-1.14840272478238,1.00923707352221,-0.453955315588289,-1.40594352160717,-1.27389230652859,-1.44575288341028,1.86576432011313,0.794753098402013,-0.518153155544342,0.491621087237544,1.63392606856369,-0.0822206702189158,0.534653728177737,0.645788243712594,0.41491627878388,0.611719892014858,0.178291033313895,1.99344846275211,1.15062389369785 -4.67073479833248,0.0155086723690204,-1.28326950068148,1.90966414020496,-1.89053771693735,0.756214959767615,-0.701136769778293,0.891883729103305,-1.41824031313508,0.566278279467606,0.646040292736261,-0.916529590483972,0.0820854507117088,-0.203959590436755,-0.131451754565003,0.371963913226312,2.5582043543073,-0.0885055614268644,2.92298572160627,0.0850275936090695,-0.117561424846348 --0.279129502537655,0.232532403876864,0.251677179696121,-1.45123969764838,1.28520049829602,0.0517517786950893,1.50940631152008,1.0422335765733,0.240570011010692,-0.416323209174024,1.19430522196821,-0.693532695535126,-0.849934529131401,-1.19123821057526,0.298096159062926,-0.541565581119912,-0.052818871479642,-0.271079900584853,-0.218224848717829,-0.152352305116688,1.89256177284833 --3.61470933110374,-0.31168916045945,1.23508396808288,1.38795443290399,1.32684388510199,-1.31525154527186,-1.20979213323607,0.026208235645744,-1.32289999096285,0.487935978018273,-2.59275168721517,1.74398236445219,-1.31138699807237,0.205143391557951,0.0355098903060829,1.17804990335266,0.133980571524207,-0.600819386271305,-1.6292284607818,0.216367842884429,0.236763285374544 -8.21802353406028,0.205749057657957,1.70025805993799,0.325417862209445,0.0208919329840863,1.1897432403375,0.0506845997070748,1.15352954557245,-0.458763254651694,-0.00532196461592648,1.14672686680256,-0.783738380440419,1.95992456742287,1.85263427690464,0.763150705255162,0.510644077712607,0.0516433403716904,-0.303173570640582,-0.338827485316389,-0.0608183566435061,0.516909410581891 -2.5931044948752,-0.653986924827893,-0.448447803793639,-0.509627973795369,1.00458658534192,0.537162094097227,1.05282942837102,-1.50735830668835,0.600095081364326,2.35743582842506,0.417743978987232,-0.97290207048947,-0.547066294288861,1.02849817042277,-0.791814350445541,-0.217269538644162,-0.333680196207916,0.387604271857268,0.553682755571611,0.452751951498568,-1.09370746255939 -5.30235326055291,-1.15325770732252,-0.426403146495012,1.82950162978706,0.892543104737244,0.0135817080754865,0.649585249222647,0.187828641468973,0.875643646092126,-0.452607386663696,-0.295234445189237,-0.785075192009591,1.25393507384388,0.827806956661709,-0.583821728604592,-0.994883244282298,-1.59119254288314,1.44960900675728,1.55980782284988,0.438033183329161,0.500218546935883 -4.90146294403702,0.527490918982484,0.3381125627996,-0.862581095120165,2.98540506145884,-1.06136919388137,-0.542634574566226,1.38365529509905,-0.147128093886667,-1.09808958626555,-0.522737622542531,2.33650382202456,1.1608074250201,-0.825826117746885,1.59623652985217,-0.0656748057768117,0.998845774213773,-0.046362011041779,-0.222745896425359,-0.328477828607155,-1.90592253513227 -1.30583826532162,1.39391910941029,0.292745673871055,-0.168700019697591,-0.773850597922651,1.07892879769918,-1.51292673007036,2.11702625356335,0.168353687674458,-1.67389035634325,0.222525603149546,0.860585719492339,0.707031609350404,-0.927990153257473,-0.720887051061898,1.87524124187274,-0.462242014182088,-2.01778182724384,0.24875875077925,-0.321378827560124,1.36770657097254 -0.602612171377801,0.18163055610461,-0.533292972777086,-0.655303295692647,0.0769557348873787,1.84399989395252,-1.42284315760543,1.0099951204023,-0.245578189347916,-0.899036174733477,-0.25055503213378,-0.527292849220648,2.17820715296782,0.22869097398181,0.3349540417751,0.14173843901217,-0.0942751914847945,0.226701793087938,0.304839773172397,-0.570958622602175,0.230809063017895 -4.44957506366416,-0.0693015234885069,0.934278193728135,-0.203647848031739,-1.06614125316648,-0.535648193861293,0.213850661821917,0.493355829026917,0.156637229339861,0.00783211592031338,-1.44308499945302,1.87867844722468,1.63931296201815,1.43720341681392,-0.616067814411828,-0.661224204613664,-0.35888025737686,0.0649188715809312,1.21692045706453,-0.453575107667912,-0.435479041721771 --1.92942492578055,-0.294465386532543,-0.35866949877469,-0.708750913959037,-0.881783785612901,-0.134216482716931,1.16616556041856,-0.168193702246537,1.11679888670198,-0.598425505636974,0.674056850693237,-0.40012173240649,-0.429419716092216,-0.582502512885475,-1.1408279000809,-0.640386658792131,-1.13708437082224,0.68724616791133,1.28914284091941,-1.17534539564611,1.58512066040703 -0.653459864286677,1.41403033530268,0.384082104707537,0.235581393694954,-0.15605684250405,-0.638963007431051,-2.08686173512813,2.11613960677782,-0.709196529398068,-0.271982245920508,-1.38684661309636,0.0137085518032067,-1.66487645823523,0.856537465787834,0.300330174361875,1.23967273760898,-0.552784771275152,-0.0183327073401158,0.321852534276493,1.29902952515704,-0.194728192440966 --2.21816415683176,1.09999772979784,-2.39209712069046,-0.673167744283436,1.18620855107557,0.229361996531683,0.23480548811756,-0.0294404281656529,-0.0581272988566308,-0.481982942003991,-0.0663400506502425,-0.114834291709268,-0.356387317809582,-0.523515986808068,-0.0740223469317418,0.581706939369311,-0.381927716866745,-0.22210004030043,0.34029207712726,-0.0796987817313577,-0.371528495222266 --2.19685027125784,1.40441124180377,0.11300181900843,-0.0289660852596654,-2.2774242574603,0.744587950240707,0.368802247148959,0.196217416239508,-0.218377464643648,-1.45030194848204,-0.484235351360312,-1.03954074291589,-0.671308170263432,1.08900133177339,0.533898110048067,0.53943837044695,0.922666041823061,-0.493167225465541,-1.35349383414201,0.590902404095325,-0.0860797695701072 --3.03318976138973,0.623132278005593,-0.0210823192541446,-1.7593744855423,0.745478134993501,1.20563179401495,-0.680153911542514,-0.0659013840709204,-2.52845088286725,-0.995927759532157,0.393065404689979,-0.945575058781634,1.45623170702068,-1.59167280723213,0.598179404910361,0.480712617591184,-1.78779896847317,-0.803567136802463,1.34900046899955,0.979716809648867,1.66878344815688 -2.29058132402516,0.273942896727816,0.737284445958178,-0.057093548051891,-0.45002439240533,-0.0803129400893981,1.11894210291243,0.429551148536148,-0.592528246239928,1.57077719817419,0.75026294459684,0.753409658243776,-1.24485773279038,-0.0331867481727154,-0.831888609089648,-0.231709219415849,0.677471604321688,1.32884244161109,-0.198613370210438,-1.54575633564161,0.0481384011381343 --0.434738227118973,0.49964579288254,1.43699375921749,1.06352183899181,0.227663295852365,-1.06461054382136,0.79578807003185,-0.697176759025377,-0.654908586098268,-0.443421847458354,-1.22181721304349,-0.214131519325725,-0.397163244770618,-0.74669982442322,-0.708856251835611,-1.5356555390111,-0.0756384933550479,0.146368757187695,-0.315430931188355,0.2999485238886,1.40982414611072 -4.75970850126061,0.263341483514055,-2.03174608718788,1.17249946643988,0.190830877730716,1.05674472541126,0.730975632664141,-0.611373108888938,1.17697301240327,-0.755722553696052,0.318783246992389,2.10217417510896,0.116488145819593,-0.265677554471654,0.122601439077198,-0.38221279438017,-0.261714620061659,-0.317375576289543,-0.51228794847042,1.23187945812188,1.20979607558441 -0.131910653876329,-1.2001182774584,1.14787525983566,0.633990649202305,-0.427617169103951,-0.792160467633203,-0.075721424512168,-0.703708386850418,-0.30937768096873,1.03807887147078,0.329494283457007,-0.58694779094955,1.06437965295397,-0.150673885950432,-0.206575616572926,-1.14463497017175,0.8338467762895,0.449399594834226,-0.58860462296598,0.590741578947479,-0.631871224551078 -0.0680213205461158,2.15178194201986,-0.541282691140351,1.00075313589479,-0.256958738317586,0.437850220036956,-1.20153605713567,0.0937262784788834,0.0986572491435412,-1.88591863043649,0.927029230598897,-1.97690988779967,-0.173983486556084,0.719071152962914,-0.60486166299098,1.83218562222634,-0.322395320734657,-1.58380057523408,-0.249472344156328,0.851044049437379,-0.642885789340594 --0.481447975368867,-1.145469601333,1.13963177770373,-1.21918744932693,0.772552555760706,0.154605021126328,-0.319541739209507,1.84512758023949,0.404611886973913,0.128287535287745,-2.1747446252351,-0.0257209039124661,-1.37978335607536,0.0542392875197578,0.72249138628966,-1.14743847071154,1.47649076839397,-0.775966792486751,1.16229498085938,0.559837053304616,-0.62838087489496 -8.15304719787177,0.952305694430701,2.32943595179259,0.759766914756594,0.581203438181105,-1.75253712958507,1.42082767971576,0.425900886518678,-1.24256295771847,0.114306874750797,0.0727848472715149,0.503703916749758,0.264435952985596,-0.485984987506601,-0.820580744475107,0.732727006029195,2.38866732981852,1.73680953452833,0.0685875345228212,0.258882002284706,0.053815988215161 -1.96565862465669,-1.23592403203755,1.51099910327601,1.2411002890935,-1.14849606759841,0.75215868124778,-0.215836026783554,-0.892016419098387,0.180299869945221,-0.169688294170472,1.10945583407882,0.217935921183154,-0.014713435392029,1.18469425089767,-0.645361824321835,-1.02757917745098,-0.794830598936906,0.767351609064743,0.798054326078833,1.091322813805,0.0308777990851271 --9.3941117364824,-0.893846356054158,0.891121611328388,1.49157259503781,0.00320188278930356,-0.33593666993528,-0.577818529094208,-2.27258208832379,0.638371952538864,-0.848689054926428,-1.32683887702931,-1.60158336998483,-0.403203515622949,-0.64320065671037,-2.27459600526128,-0.267968087947331,0.0986664737462801,0.440758242328638,0.157323286313593,-1.07017147197917,-1.01644581451494 -2.81696644892742,-0.7089109834713,1.15630020915752,-0.712053347317512,0.845149383639274,1.02960048971583,2.37720753402787,-1.02419301382663,-1.02630570101402,2.03462306431253,-0.163315513112951,1.39670909639064,-0.407321443678868,-0.185044822488232,0.888825894619492,-1.34706953334589,0.726734727209705,-1.47793633380819,-0.178765236647968,-1.2544975290722,0.661632212342608 -2.3725850609002,-1.19765706762331,-0.243987108296835,0.21209219904566,-1.28701698139539,0.0735972814831008,0.354082603204296,2.18296613769306,-0.797157979292558,-1.60387725657293,-0.00420118173397814,0.867801506146147,0.882437389233524,0.760119487878402,1.62137662142073,0.482527755618794,-0.122547119732315,-0.31009153069486,-1.21542906104642,-0.0965420969152189,0.908035608832832 --0.682234684748849,-0.0700903423260169,-2.03778217808496,-0.0131821691754274,2.2973211255292,0.0685434807253647,0.103820986677071,1.60725161410549,-0.383880729046297,0.354999368367143,2.17275170972819,-0.572799573482623,1.0970489573159,-1.18044529357149,-1.12708488294184,-0.757892013011186,-0.992364825697904,1.25650303622447,-1.30355415538358,-0.990008366809848,-0.257514091306076 --4.19289220840144,-0.849229429807808,0.227881634507983,-1.70319394169269,0.253097675174206,0.313847738120361,-0.246355840229369,-0.0162289138496731,0.635311709870187,1.00159559759581,0.646146590813723,-2.19624387623185,0.241163664371415,0.304113755608188,-0.116315251713245,-2.03220969411502,-1.20549166348854,0.825560500914215,0.951150442081895,-0.220318409697987,-0.448011065912274 --11.7351744566113,0.156863358630424,-1.79927603130623,-0.298687001648572,-1.09131488847426,-0.956250717177263,-1.47480514378538,0.583130524118188,-1.37023599880105,0.418403223492704,-0.673842342837903,0.0882711659876845,-1.79161605097274,-0.125377339215244,-0.0380970425019567,-0.327327755852551,-1.18936804831158,0.0845685219951977,-1.06683655577326,-1.65025701940016,0.595586693795506 --1.52098074801659,2.01741510883182,0.442738304072951,-1.69339704909014,0.130160174438901,1.74908203032148,-1.09897914939468,1.00189968532794,1.26252671175885,-0.0711423419997488,-0.328136455305835,-0.596202623966077,0.0836528480513772,-1.83470568888738,-1.65690400399296,0.500929401188041,-1.1671603652574,1.13005302159986,-0.698239966572438,0.673111739818239,-1.14637890360441 -1.03998587374412,0.737592620068243,-0.691736451143389,-0.337954741975433,1.64290879254086,2.11569832997136,0.0723025700912991,0.704101508109852,-0.489992264018874,-0.653406339269518,0.993409451176766,0.549932313209565,-1.07015267428459,1.57135332317686,-0.584352995049208,0.719119614822974,0.0701852291064841,0.461543599441023,-1.3748058383901,-0.920535535565876,-1.60948474737463 -4.36890224608525,-1.69158922396172,2.03400238523329,-0.665744858851002,1.59450110710032,-0.668512176142367,-0.394173692129164,0.00667244071626511,-0.685446582760124,0.206301062337276,-0.321044955831214,0.783317793394777,0.860054815831424,0.569823868297697,-0.990851229861912,-0.0719075789506191,1.80664256755258,1.37543473690643,-0.411074179646325,-1.44783060757264,1.53274891244905 -3.26151921535106,0.477716591999452,-1.35785935380599,1.22674471474012,-0.926797549486535,-1.88246752965632,0.89825059353089,1.63822140508404,-0.700123105374249,0.641398797862605,0.804806825295658,1.95873957071944,-0.0417818010771638,0.0255181683804296,0.641261977149509,0.041827730458365,0.254101125548865,1.42335851812963,-0.509084301448735,-1.08610073042879,0.71128440672933 --5.18989356143292,0.0746825133798951,0.613452067684209,0.178339620134857,0.712443952705605,-0.116487315690161,-1.69063813748473,-0.855459241287834,-0.509838877649926,1.39146313985872,-1.3103811190798,0.177905427567365,0.878633893348167,-0.0843764499986172,-0.670302779762637,-0.245846552394873,0.254724494820121,-0.0582786470626574,-1.93751880156138,-0.502961226067718,0.155754377023588 -11.3288018044073,1.9424313403825,-1.68922293223447,1.88190996179534,1.57790957341747,0.394582854982262,1.95574271355955,-0.220514554164862,0.142765157524797,0.726161150471636,1.84094644575415,-0.325805405945102,1.76860716672878,0.669439298835399,0.140230058735532,0.675006693562658,-0.156480161435228,-1.28006180371863,0.0962678049065841,-1.00428341185283,-0.089659041433627 --5.75234830796953,0.505147383068437,0.0211606047575854,-1.05893572203882,-0.913112221734787,-1.24995263769799,-0.499136705407987,0.867114999914341,-0.553841498586271,-1.52849208410837,-1.1801488655779,-1.24364104247146,0.0568203471950047,0.670033155459887,1.71408743644012,0.58384565350276,-1.41864139329129,0.639806722011875,0.158397764374323,-1.6016264749082,-1.55983458068711 -0.587721825384993,-0.258461577152228,-0.0922845237837428,1.06439333135136,0.244591019195044,0.606556670275932,-2.39716320249522,0.376449797235108,-0.494173889169898,0.734300415116748,-0.0876853962566834,0.517868878867,0.902593568579904,0.249228211232564,0.217310644996221,0.614909518358935,0.0562990774536976,0.237512433874835,0.247841513434643,-0.442225600080176,-0.828291055252177 -3.4385146387777,-1.2624715436231,0.441871766012652,0.75899503773752,0.938453288460889,-0.327851111968751,-1.41139503718069,0.43934373414565,0.227676670600927,-0.192021172608382,1.68305043839519,0.760596577496465,0.3513225835829,1.96287191985036,1.0112103894358,0.862398601908422,0.193309312311647,0.199885615733487,-0.081017107039552,-2.4640462769833,-0.766689937303372 --1.29488421964559,0.0467896381203125,-0.818520111316014,-0.379732558817751,-0.573812998568471,0.52664178914897,0.3717740932759,-0.130813977513962,-0.102878310503027,0.0748388089860106,-0.1483422375621,0.561141157781067,0.761632264835081,-0.136388993993331,-1.59209144233401,-0.796478988588101,0.84311188857744,-0.165475771837379,0.565201723092047,0.265299318692749,0.534777020184621 -1.93841430708377,1.18997076537587,0.18345264003784,1.58264994180377,0.919525529915429,-1.16213270739632,-1.49418488132391,-0.0318240516719406,0.490855244704871,-0.0368252520427546,-0.159011327647521,0.0388604278925198,-0.56923897659312,-1.35277546823902,0.146809576332912,1.77136568283945,0.834864885579796,0.160516336740975,-0.347150675593109,-0.868067241540608,0.18881965902871 -8.32516610485744,-0.894031164622487,2.07676549599407,0.416953333491602,-0.656735229083305,1.93669839171477,0.348062959645894,2.31139497019247,-0.312370173391988,1.17216115330716,-0.0378391488711194,1.22807957340717,-0.540869275067509,-1.61181035785841,-0.317646181797619,1.46576232242945,0.107145332955994,-0.0999153985286843,0.486216075979853,-0.220870537015473,0.253942727107714 --1.97419857061926,-0.765291306202586,-1.81123203355911,-0.543392985897453,1.06945729102093,-1.01272349403002,-0.485899634128311,-0.967990730080404,-0.420330173370606,-0.136194222859292,-0.872727277572386,0.419536431285365,-0.285269193484826,-0.441311403001628,0.0974618891873073,0.0318291497686592,1.58666534444806,2.12046175105246,-0.189444365451349,0.601696130006382,0.616457685704044 --2.96841177255659,0.984525032892098,-0.647639977020704,-1.13728748472174,-0.618902926433179,0.226276048424754,-0.301186547828388,0.00759698880011655,-0.0316510007735806,0.412265001078746,1.94096018147293,-0.912079334675337,0.381492140835028,-0.655929812376237,-1.62239852671045,0.26180826204097,-0.264500318523141,-0.754124712586696,-1.2873923515787,0.332383101390643,0.413974650629946 -2.1707332943911,0.916771844367021,1.24056444659706,-0.0513235149216245,-1.57972670759653,-0.725309417737875,1.64942831885432,1.95200595313275,0.695340568726854,-0.0160718508421133,-1.57323895528209,0.69781878225895,0.162874465112893,-0.427686663276039,-0.336260172687659,-1.3509486682117,0.648665832408528,-0.131191601334369,-0.906291105414214,1.27407562670468,0.123095104849665 -4.0439519496508,-0.289544655064722,0.59310855542364,1.58510964948592,-1.1546073949407,0.679473645478078,0.987270791045638,0.00488713321533935,0.256966214266578,-0.510163827771605,1.53948392452021,-0.167182334497362,-0.750182853482244,0.25231220415092,0.0224246394233232,-0.574642842318679,0.158382831453485,1.91485385299646,1.1217501745831,0.152433340446869,-1.28717936494114 --5.42234086334463,-0.487510708419201,1.70347928205844,-1.06711928810371,-0.982920695952748,-0.410927260113967,0.627039335504291,-1.26805324537468,-0.521584669582733,1.5326445232841,-0.48463844423582,-2.17976574797542,-0.616090347997731,0.824526698121022,-0.041604831964051,-0.0982146373832016,0.419462450031245,-1.22607872593881,0.000388558837390276,-1.12761701425607,0.439281917607695 --4.86318155180525,-0.271832628907198,0.336772828348627,-0.466234868995025,-2.65488996583783,0.811873421567793,-0.50396115127961,0.418651174828284,0.262546446152887,0.558649972250911,0.112251559372347,0.23761444456136,-1.43556979315511,-1.37827499731945,-0.0517210788002991,0.855558363403945,-1.0712893863128,0.188535108710092,-0.327308754232605,-1.72224490101169,0.623725542488934 -3.9867616057596,1.10621753975541,-0.939448712604436,2.21102975083399,0.626235674898628,-0.4411364528417,-0.284213921974333,0.609724381869957,0.0438204305741916,-0.599533718327754,-0.529877407286177,-0.168411141319927,-0.398314964485294,-1.20513747479785,1.26528164061619,0.663465421785882,2.06962378058098,-0.405979344624553,0.177662224131151,0.561486740204351,0.703403757707817 --7.61392059677702,0.0586232491474948,-0.351803169646641,-1.37405218434168,-1.65630614358713,-1.81878146520764,0.99452302050758,0.654800053158109,-0.87470372969824,1.54410819456887,-1.59953923014217,0.879615314874133,2.07222788970104,-0.818760338416009,0.108014872447102,0.408021879560102,-1.45267679292961,-0.0811928701167642,-0.483911391719646,-0.688686223149814,-1.01490292800239 --1.97348248371837,0.258656214428526,-0.377215883426639,0.388731494871227,0.722413771106228,1.53736715165432,-0.575285068242698,-1.2026408403014,-0.240783868177178,-1.22250469587575,-0.699462177581772,0.924851293252461,1.00106385877333,-0.0150008058759775,-0.154642694050654,0.549615886325458,1.12147842579063,-1.379949619179,0.347148419107365,-0.00943212661001479,-1.61624105516699 -3.98344338377679,1.63140558307217,1.26338489419019,1.71295905860705,0.233450044063141,0.599554043791494,1.37580693946145,-0.32160366694391,-0.224269516810806,0.883853599697633,-1.38196971479332,-1.30860816555939,0.477625850530629,-0.308690373723533,-0.974639485759504,1.09777624505986,0.0441395391808192,0.370370161084085,0.292201584294062,-2.0953783551577,0.918698863824604 -1.36582965382792,0.86936859651906,0.250730215755764,-0.454945552141193,-0.0604840118860719,-0.379817434907109,-0.733301479087711,0.276340225187796,-1.05200307494659,0.773646501287202,-0.14418763296741,0.822549001730698,1.12220608444016,0.136805932331611,-1.33793471381134,1.20699435644977,-0.534090683469532,2.27554636837359,-1.40222796325201,-0.0101877815398514,-1.49705670262876 --1.37484848017794,1.21704441715836,-0.341437938907712,-1.21142330076733,-1.88660445838748,-2.09837787788846,1.07873066082442,1.35583504649501,0.929295988883814,-1.00596717531571,0.348994465115713,0.998167200924383,0.810392186333401,-1.58537071487676,-1.45890597449175,0.845718563362882,1.45028265428432,0.0425503643390379,0.262453532643664,-0.494821073553105,-1.11754209460979 --3.71032368002793,1.72039730214527,1.76530872091296,-1.19469845232046,-0.8978722572428,-1.7530639716085,-0.619384812327686,0.051791410260551,-1.20192601087334,0.0296023060313808,1.18203353214857,-0.351434373815466,0.972260641054884,-2.27680793330346,0.851977590245998,-0.409596700074772,0.930552661454611,-2.30294839172324,0.408326395603914,-0.241336131843263,-0.43610347808126 -4.97156182741564,-0.312777426306694,-1.88281526514882,2.67036692593673,0.287399886665024,1.73717181482914,0.56294621984503,-0.292400937455017,-0.538547785837834,1.53445700792028,-0.213639891891489,0.576309083511585,1.53669888561115,0.00355997927626608,-0.706677094221667,-0.886865133657797,-0.103776396271301,-0.124400321015497,-1.40348973331452,0.895432303945951,-0.0102274922505746 -0.558258462928312,-0.102184702965795,-0.557115086641694,-0.349418112529314,-0.1490707101689,0.727571503405084,-1.55095296823909,0.486868976191078,-0.363732026226761,0.885430040007947,-0.426926520192667,0.161671598446178,0.0654640506097949,1.73422155121749,0.57811906813018,-1.39671371561878,-0.8689101538793,0.745033820343169,0.74682053874892,-1.04619761665587,1.41546093434502 --4.10202573545986,0.167204471682409,-0.954921891193713,-0.177160602011793,-0.903457863419597,0.983447684309894,0.872197775153741,0.412360767669107,0.185342667018522,-0.384043974661187,-1.8348513999246,-0.214402641803686,-0.566601033509952,1.71949214575317,-0.174522395656814,1.35478977808481,0.16307750164259,0.132071359560361,-2.3675839201848,-1.9167929901577,0.055993761611063 -8.95299679727707,0.456607433185569,2.26394103986754,1.05803628531448,1.11919663150023,-0.279948960190679,1.54086848608899,0.895542255051899,0.62601856397363,0.256318307038677,-0.481816383574945,0.0121186906808701,2.3127567560072,1.2206257152904,-0.766088207097843,0.913803741099794,0.744995273822416,0.857797452872457,0.300418180583479,-3.37040264087288,-1.24869021776798 --3.36250101089773,-0.501574752421928,-0.343486759769892,1.26329212769787,-0.745630836759174,-1.48036932495289,-0.67539908852952,-0.315682365939851,-0.643202302996302,-0.882019957852963,0.705213387659545,1.24857565698607,-1.23367251244766,1.40078275261649,-1.29951482221522,0.393037924473463,1.25393400221749,-0.203019269904841,1.71497826594901,0.31387374090811,-3.59577163799224 -0.248968408448392,0.226939974073165,1.38041878246904,0.0271744121538175,-1.32093137139393,-0.732374602405507,0.320653266109707,0.578328136890523,0.730708322603849,-0.246642772097048,-0.228893531035293,-0.528174924018423,-1.34341390297785,2.94788082598527,-1.6389092100134,0.691014905766529,0.417294575618959,-1.34297733485877,0.512630644474586,0.498506298127858,-0.830542746215158 -0.154107334866158,-0.708633122053544,0.102003717147862,-0.568158621715657,0.0128112125652946,-0.969757080644417,0.636023109024254,-0.274882516471872,-1.11461268929019,0.319614862556795,1.19692936457322,1.62887019700714,-0.842239190915278,-0.309133042514495,-0.0387322294082528,0.0595265285498198,1.00741479070153,-2.23646778916791,0.63310068469399,-0.0442189665782701,1.38085134349013 -3.96855938944557,0.353487396178715,-0.017388895142334,-0.980314434773874,1.03660119050233,-1.37425521643136,-1.23026537726036,-0.736343022838896,1.31832994164686,-0.521337123801443,0.425260009455153,0.59488844151811,0.689502465547196,0.627090325624446,1.01613968858008,1.07154573116928,1.80457294986991,-1.2890325200295,-0.678384445025488,1.36913968866208,1.26195898380239 --5.19605298831507,-0.947197536472359,-0.797808229659762,-0.930309630864372,1.13932428946684,-1.20363791733704,0.0526466022666193,1.48350785943784,0.246136814501018,-0.787835385001503,-1.070457111145,-1.67148291630219,-0.669049796725385,1.36373731468503,1.17771114505476,-0.69736532552594,0.197422655584237,0.953873453396537,-2.48475577234595,-0.171010702145138,0.587499809325837 --6.37462863302474,-0.232353004120933,-0.71368744624303,1.01281514726443,-1.58244870892024,-0.699300457492635,-0.252259312921782,1.23640069610282,0.61734630311028,-0.619334451811143,-1.39798686088532,-1.91974731551486,-1.98771360831206,1.02119918987766,-0.153570350290466,-0.497708031319817,0.9996631022429,0.31081379837662,-1.94786027062216,-0.316986821162546,-0.446767466067256 --4.81856491655561,1.39155568016188,0.0372768497409145,0.337079415263981,0.263179919814261,0.979140232035878,-1.39753285401385,-0.0465412032616382,-1.02755909892074,1.2460338567985,-0.04923590503167,-0.276172459936516,-0.499631156373968,-0.597382716805797,0.376639181414026,-0.978863808626856,-2.52390233325481,0.38355571674495,-1.29417313190124,0.363869602778171,0.166964472960389 --3.40009897977472,-0.344223280207649,0.710232995617671,-1.45363478496234,-1.46503020625312,-0.939112911822716,-0.154627480747807,-0.322738499006064,1.5023328646896,-0.314400049048484,1.17302441236584,0.00538997903208166,0.921729465612358,-0.0094055672602346,-0.0925443162495146,-0.890077999552411,0.992031368004856,0.449248365273623,-1.67813482791999,1.66260860183482,-2.13047119519182 --3.42652954395808,-0.697421985158733,-0.88012877086484,2.22964070688999,-0.938595996204762,-0.754215818365732,1.09292268923439,1.1945727367512,-0.876782434837276,0.103244151865928,0.538124310679112,-1.91519486269562,-0.633896140591937,0.631978277136384,1.22636747845918,1.14788938593119,-0.191599780903413,-0.982356369824452,-1.50653023083671,-1.09443531699054,-0.885243701822704 -0.462875221189763,0.585413441310793,-0.608740125310139,-0.791526789872944,0.762441210936707,-1.81525793813793,0.898931236589774,0.752582513376529,0.0296141544134661,-1.70843757579046,1.55332462969417,-0.569669842961985,0.357951187497236,-1.2098204034516,-0.14880097725285,0.518424052618421,0.287261394219321,1.00238788527579,-1.82905046034283,1.40277042165966,0.905630875523075 --2.12367123816461,-2.99510299027943,1.26110976248207,0.0523154850691494,0.614693837569809,-0.0330929478266925,-1.81473600747964,1.32030608944418,0.788842823829816,-1.20304644472966,0.925102298497594,-0.527355565921971,-1.7762028088252,1.38979325711491,0.572100145567138,0.690986604508239,-1.44585325389747,-0.740230616506845,0.0664663033201368,-0.464167372666981,1.01996783555222 -2.41102725212467,0.101985742736796,0.117422930524611,-0.964574580952089,0.859243520207109,0.261156882447108,-1.91850279293391,0.406385816893098,0.99146066470705,2.38138188782902,0.275240802527096,-1.41915009190634,-1.41658435730598,-0.900096349645917,-0.34520110936843,0.60620837325454,0.56637566950255,1.12674229127642,-0.0149800227112875,0.71509963479442,0.60685876333084 --3.05866785093646,0.206759200930004,0.548714097562265,0.214534774053158,-0.632478941498772,0.905531569630389,0.151082225452149,-1.2598680470938,0.149713769311568,0.21454038264808,-0.716353910924626,1.49116383887384,-0.206176489694562,-1.26570227959793,0.705037431565607,-1.02354686157153,-0.299609089037697,-1.0071174952298,0.0394219430506469,-2.0334919189528,-0.532511241514296 -8.49432115945614,2.34442622834836,-0.214689350617065,-0.171654144192091,0.959407229258034,0.644958188522729,-1.13792398375311,0.260124337677585,-0.421699980213219,-0.385434706831771,1.22921272525447,-0.137539611739394,0.423399242518796,0.126407894547525,-0.57055865363511,2.4225983042528,1.43959562849923,0.541245846283575,-0.320344590426984,2.2755626182727,-0.100642909366798 --5.12930229575981,-0.560879083583482,-1.22741424633965,0.232885907997277,0.673290637294591,-1.20186449026024,-0.865938328290974,-0.928291367575296,-0.600328262456185,-1.38357180525543,-0.533455917594599,0.6353057616731,-0.607787050935214,2.63118401804979,-1.16601796687752,0.811750158257913,0.0521636806489686,1.72906496732515,-1.84535035000777,1.27992901602691,-0.446435913490365 -7.16418870830273,-0.802221373593961,0.879888757402759,-0.327183984114402,-0.337350384230826,2.30290238516078,0.877407911362057,1.64899870592066,0.852725578598895,0.0899713052452081,-1.0940609414261,-0.091389096626856,0.164673561397029,0.343650449685207,0.54618295642523,-0.313258656745095,-0.603077025874681,0.28652392019629,-0.0177586245514585,1.892648247139,1.09857973546893 -1.31021242257258,2.28543282824586,-0.524154941791061,0.647432899734009,-0.153805510200154,-0.789764458350641,-0.0433843607645177,-0.970362621390286,-0.436733218439198,-1.40807350865118,0.782758151449877,0.148239657927223,-0.330122348043557,0.217502072411478,-0.240311794840272,0.00229891731486766,0.200326926009545,1.00259001562674,-0.880332451637323,0.597816194675717,0.348928096294362 --5.48371943666327,0.36724335283949,-1.11831314672429,-0.627875708522402,0.169087611397536,-0.961302940735725,1.27284887083923,-0.926456183347392,-2.11664435532476,0.816721325325628,0.345228779974645,2.06067392172447,-0.603149456895811,0.0223176935922094,2.064814137991,-0.774915771506536,-0.852004900805356,-1.93606257200447,0.281943387833244,-1.09262274309099,-1.32215785922109 -8.75040426478206,-0.00586595719077163,0.844616273368308,-0.540590514502305,0.705616798300251,0.317132929063444,1.29053313734905,-0.616724690842187,0.677871126174466,0.634126561390791,-0.481010557921488,-0.0584125188390697,-1.84148229039738,0.271251875434611,1.02371481544127,2.45517655677145,-1.01121918488578,1.45478619280164,0.248944128565098,1.79324870439058,0.785183495076826 -5.10896551764023,0.512077211428476,-2.26340472373389,2.00830511472197,-0.195959000583185,2.6630824026291,0.518969135918498,-0.0940627121610438,0.135954796186578,-1.01916357080379,-0.147034141087568,-0.54297385430774,2.54487366767079,-0.167328775941965,0.149787815076516,1.00045460991247,0.705137506673323,1.23108100122902,0.0236104009562551,-1.0411444660136,-0.785297528708887 -2.29490342012681,-0.447384224532706,0.57779573503682,1.12110727286491,-0.339950682999779,0.197747824756553,0.166875776049408,0.39776607439776,0.552997400581733,2.06107629647041,0.474529048783569,-1.40856675415584,0.366419644461401,0.159177088955808,-0.44224822874437,-0.1225690264816,-0.201099910684397,1.65199591763494,-0.854350293282606,0.0963146256094991,-1.33183540550113 -7.34979588454868,-1.21103244229254,-0.0793745424874397,-0.367478280280279,1.06007544683853,0.224655477100945,1.83675936016272,-0.15418773426696,0.460728784993403,0.138388219161991,-0.57572551040184,-0.570606784590142,0.247452193800494,0.701654539851929,0.195275817679322,0.579132994112675,-0.103817060003824,-0.0550888415977934,1.47732823163982,1.25679253578546,1.77552819841415 --4.48217068802585,0.770953820805158,0.580785087274332,-1.55775558881832,0.202045534440734,-0.598452668249429,1.26890790414946,-0.0855837482579323,0.121288623332366,0.120732819000959,-3.34758863749153,0.101983334159565,0.822124286295175,-0.222695499588627,0.171537148410216,-0.132705774506499,0.0243521402063041,-3.1291388533238,0.261756143528355,0.546059695907834,0.159441524063467 --2.59599740354203,0.0890088693866029,0.365089182023576,0.0498064757796646,-0.863403517077688,0.0215658327706666,1.0039663600035,0.0797095950992062,-0.0650401661944803,0.602850878122094,-0.391814590612219,-1.11998600110175,0.338338465743818,0.302224041119487,0.18866107269856,0.41445304628545,-0.393383854381259,-1.90061114344176,0.195103467122407,-0.268426361512717,0.13876942265513 -2.40954475343093,-0.0989175936758863,1.57322023295527,0.282992521766135,-1.8220002812564,0.191488866159794,2.19305522258421,0.0278422765159466,0.0227463661432636,-0.397311792494473,0.395969011381703,0.875129019565847,-0.268729051154015,-0.234314460587735,-0.726371243516174,0.0384292612882208,0.454669078950735,0.289422315349821,1.53860204600264,-0.0897780442149402,-0.341552684214501 --1.09428335837076,-1.31572476019648,0.0592110010935796,-0.898106006246071,-0.625573651268184,0.172183182450108,1.02054510991925,-0.445156629088522,1.36414428953113,0.281386296868342,-1.80660832886753,-0.848001534208009,1.1513396961918,0.102149205252409,1.74515717631959,-1.18902343499516,-0.724677724815271,-0.638257476473421,0.523336369375233,0.912925100504055,-0.898718450762083 --2.49398410136932,-0.79561659269378,0.103027439576906,-0.0982206728218214,-0.90540045467861,-0.825443470948768,-0.33424895320372,-2.24231025414179,-2.626112158149,0.144587962253042,-0.0856557054009147,1.39024348751121,-0.264422312238764,-0.129526559265597,1.86228111046782,0.725124121772896,-1.432612454581,-0.253316461461318,0.95066927256433,0.382971275787963,2.28022035941607 -1.4516535951363,0.482380757411327,-0.610096871239552,-1.62457941537504,0.771872836446314,0.505137922114792,-0.886732587135441,1.31241767746372,0.306605349482527,0.26925772780321,-1.15807573735426,-0.590072760993961,0.391947577024736,0.996707789524985,0.395183560775864,-1.1801046271235,0.100945699977547,1.00834805074355,-0.304571272891149,-0.373723141643295,1.69835222530487 -2.25146492763847,-0.951630212108528,-0.411154504992565,0.466735267962576,0.901258936273737,1.45815056318666,-0.831659865806797,-1.22620290578864,0.787217250064318,0.0163259808885827,1.47539981176501,0.700906371102655,0.48453611477581,0.328272392381344,0.618041276316851,0.139335021818399,-0.984621406312646,0.126787696039142,-0.655672983729258,0.34051375617618,-0.637481249677385 -4.4101694493421,0.499536594645037,-0.318139142772937,0.556260762781897,-0.528221296559942,-0.949910407275245,1.3970415500363,1.58849664169942,0.294494962083993,-1.79311681476248,-0.359425814700607,0.606372308115172,1.33040565832252,0.722378772057633,0.0703884064044776,0.0302122207423455,0.802768800352769,-0.81003002844206,0.784453967404983,-0.38251520979029,0.0776262067869228 -7.370283452308,1.24215347091829,0.859861625990333,1.55566523139869,-0.503123862109253,1.4466986487463,1.0147785644571,0.346914081044755,1.19784272096905,1.68713144826773,-1.02885402966477,-0.125664444652736,0.0617844874794579,-0.69474600040639,0.0294935384156414,-0.143487303775223,0.0659291842169267,0.501806302890761,0.137684477063978,1.25410019899902,-0.856253840945014 -2.78181279558282,0.947279828507612,0.961303284921148,-1.25259638196555,1.21157521019377,0.24911342542337,-1.73037375272562,0.440556532741678,-0.666990453442757,-1.19526061933766,1.79061832660772,2.38216496753595,-0.635138359623885,0.25030307646722,-0.0520337171107869,0.368611382345468,0.797756913790757,0.395176484696396,-1.68218330245306,-1.37589374326642,0.899920403835324 -5.03731843887672,-1.32874880239981,1.21375767428015,-1.23933379033022,-0.219225682156011,0.682296801870272,-0.350266948164861,-0.375397989052891,3.21399165619665,-0.730957204361047,0.209566267052758,0.530687227624813,-0.56635808801325,1.22871203348901,0.874774699144089,1.50075125987863,-0.40518932808732,1.01655915209425,-0.532730793043282,0.971367096295116,-1.09564615361221 -1.46580073950612,0.126956787669901,1.24249386860688,0.825797839584522,0.302414224359484,1.0979804280309,-1.53567821138569,-2.37617010007118,-1.35140857309124,0.219744075755224,-1.68494396058837,-1.43868499752666,1.29015933638726,-0.254186799761556,-0.153091372876302,1.10871753831801,1.19373251969208,1.08098055125038,-0.832028866918019,0.290644760958342,0.131157654760292 -0.257032983440077,0.00991538247555104,0.560358427790232,0.124444495593115,-0.668661476287765,0.66442412151946,0.801478163795024,2.50319771921018,-1.41086136716868,-0.477683624975294,-1.27034240308804,-0.584270597966524,0.370429573946551,-0.201466273118151,-0.273135066060553,1.64400764755602,-1.16498904041044,-1.25047026018718,0.167172528827815,1.61972101724577,-0.0366453814983448 --8.82058987834011,0.90496191831364,0.437706901057517,-1.09210136388099,-0.862064516833196,-0.52488421778757,-0.114540893604211,0.225411140109773,-2.30620515878731,0.770953855216047,-0.386595534287465,0.12195968757806,-0.849737736225212,0.182620266623184,-1.13816403959435,1.29917902776947,-0.560768433462395,0.5617455066985,-0.855615307098635,-2.17622421486124,-1.30766806813017 --5.7494001089933,0.383216487630252,-0.109481152919359,-0.0838557995085183,-0.506073546769286,0.0587349745053214,0.0965593619614528,0.108986116230893,-0.443056721757864,0.036672835736486,1.84302279196679,-0.626994537590537,-1.42685616454208,0.754431531000848,-1.02017884478829,0.372402938601622,-0.360525002125507,-0.822766019191185,0.368587874916139,-1.84732720812242,-0.976212340481727 --4.53603343128402,-1.30843004221806,0.0357818769042796,0.152204991466342,0.765354679141876,-0.322324366388908,-2.1526376188716,2.1890811548068,0.84972879605702,0.812255501451073,-0.967943628601787,1.12209845873253,-0.563907625149022,-1.95317179254844,-0.324152978419221,-0.805943876675868,-0.765421450090931,-2.38374395603409,0.361309332241309,-0.724967838368974,2.43421650750677 -7.27534132990449,-0.338359381732316,1.92917341919261,1.41417348929782,0.197804954169789,1.7554647868739,-0.922159246591874,-1.53294393851562,1.1682450730961,-0.912536046485766,1.19375296971889,1.2963766136771,0.0102179592631501,-0.77912601030782,1.13767549700201,0.313401302751079,0.0867354748946162,1.53188512535125,-1.58750994594967,1.14487637566712,0.281863904994341 --1.76134645222426,1.12718846777638,1.21522051006694,-1.50450372285009,0.556027093797323,-2.09065816816544,0.116723804830478,0.295851192837322,-0.135006133246048,0.29353056933155,1.31748028855627,0.228704228148999,0.431672105748901,-1.44351836298224,0.280449095392717,-0.38758044376856,-0.506977565987273,-0.031498351151105,0.178406190512214,-0.39704615006092,0.456653670244615 --5.67488810819563,0.934729923663099,0.945538522206048,-0.0605818279010923,0.288646875992887,-1.57893691834809,-1.54885805962565,0.858607665745431,-0.713195566373335,-1.15701918000214,0.34221502218038,0.0583142761407179,-0.120014599500762,-1.73756773368329,-1.35043376239966,0.756779991308078,0.782102588855301,-1.45204076179038,0.816040361743229,-1.78207714546811,-0.576721213578949 -8.78667489737725,1.83059590944005,0.209885650530867,-0.378172830281712,-1.4060900074085,1.19602501638604,-0.0668773083059569,0.837252388783989,-1.28589031210754,0.26554272349609,0.323029049544018,0.0865123797119506,0.205439013836673,1.21126327823593,0.614294000223384,1.23240312548357,0.637963283215419,2.86548362258197,-1.14194814152048,0.805630474273054,0.785392890021846 --1.17779035871153,-0.980732659819636,1.41589968497754,0.221305880660376,0.249758975826592,0.0979599801307831,-0.362937761692119,-0.683799317987713,0.550395336369479,-1.11634772363656,0.358261775863919,1.05904944550928,-0.719261400925537,0.603797163494813,-1.58600580333791,-0.479153121033256,0.517433428366104,-0.906830870321781,0.322987978853957,0.122499162752786,0.71301828602661 --2.2453026716208,-0.67074502026203,0.609506402558099,-0.711611761479344,-0.17912043614871,-0.23028624363702,-0.010555897128567,0.0107142501950964,-0.588100483061229,-0.175252593585962,0.729885348232287,0.871211410687627,1.18066662729331,-1.15122473718616,0.778873279430134,1.10021802507538,-1.51288683298125,-1.62981940834218,0.68254516827443,-1.54675007216782,-0.751829196755059 -4.44651651344653,-0.374328923033932,0.691770797120714,1.24616783890467,-0.10500141916213,-0.742840200925291,1.94156560987186,1.43006466805488,-1.05931223614409,0.0838365516155086,-0.459408343566451,0.00451777931241579,-0.305974606763344,0.938500175726646,1.11806076884923,0.5807165036708,0.079568011544282,0.992060971244583,-1.18721516233124,1.08677420552096,-0.836612224573317 --2.92816381477655,0.995353828138999,-1.45484846742616,1.8368907802064,-1.16711336627674,-0.01347047706622,-1.83682699650827,-0.496336177142333,-0.33841200352882,0.8423904916861,-0.704742751069485,-0.216692759994952,-0.548615212256038,-0.295854744200848,-0.293185346683335,-0.190099251129147,0.600809025895174,0.944197851083995,0.706681922099218,-0.688623157671459,-1.02175768969948 -0.00632872438195919,0.102143508821335,0.123850848019525,-0.00566459350641484,-0.176360268766997,-0.612024057146098,-1.55393875226222,0.129630587226181,1.6495640648327,1.1787393466617,-0.509084432170507,-0.556350574901494,0.592146952593813,-1.0851734965181,-0.185796491581634,-0.432824687905935,0.57610367931959,0.0744121386214501,-0.646878710809721,1.33861899320048,-1.55560002503002 -7.88213332477779,1.48294372773341,-1.61572294189507,-0.238459566721356,-0.0424127989775946,0.686114269087991,-0.258689692327809,1.06373006687069,0.53512200941864,0.601625281865475,0.408160338288433,0.74049909357903,0.123718544611966,0.0451613574292447,0.647000834874931,-0.427780348772635,3.02256044251746,-0.71870971806023,-0.444236053506078,0.393076450714934,1.66327412400562 -2.81080915102144,0.560048682854967,0.859447604913598,0.87150271385438,-0.131342623013071,-0.533816080057862,0.590466911038785,-0.450028880504314,0.0593505375555733,-1.10169742849257,1.252756315982,-0.108748831162608,0.762257832798967,0.0433126364693794,1.08726759758257,-1.01556603266492,1.1950392599083,-0.915540491862509,0.490189664608716,-0.0410111816481655,-1.3367973931101 --1.85063179153749,0.142450958926083,1.43528114172566,-0.701583141749443,1.03101324915021,0.83756841844973,-0.258509072667205,-0.821134448839248,-0.725975941873826,0.245429978317223,-0.02334215229825,-0.901810741491133,-1.03032943045156,0.174874432392804,-0.0764056544688165,0.451451450646493,0.338447217395747,0.235019921662038,-0.99381704220339,-0.735048902598306,-1.0057552522887 -5.45758191543452,1.82967173315288,-1.12548252471879,-0.310121782099841,-0.492107231199822,-0.393641689105058,0.653549407191352,0.596847450623805,0.302698461094777,2.2209943925958,0.303442682215413,1.72242639121509,0.39977061700718,0.870742027010784,1.01854112322084,-1.14739890024494,-0.694645728570275,-0.407482183793553,0.101708767175503,0.526001520770909,-0.881759701658882 -2.86990892911773,0.51839780051344,1.53906217987446,-0.55304012580642,0.330155139636361,0.103150550757275,0.0837332069034025,0.776376802839235,-0.852123953242827,0.703985577110715,-1.45505370034216,-1.00912368960447,1.54215907160473,-0.0530170236739619,0.151940262311326,0.7161885094825,-1.03059165921163,-0.486255038007784,0.16497240547034,0.517526531269504,0.137559220316132 --0.122265601812752,0.691874261922361,0.37484163327477,-0.374758663137245,-1.22212910629582,1.20504319569832,0.769555811915277,-1.22869898099693,-0.578426397272466,1.19062537497331,0.514306554146609,-1.57419608656857,0.376988045288628,-0.359049556949553,-0.990827756562284,0.300662406553897,1.52910107267511,-0.0521127339314862,0.459881681330206,-0.576006168258306,-0.0535547450440354 -1.43708975187011,0.0280100358299621,0.124746608629426,-0.274487003431624,-1.33220839960298,0.477157682951235,-0.168546136675747,-1.06013398848056,0.277178309991997,0.000942935412456564,0.980074939330813,-2.17126589717733,0.0161831166389742,1.07975986996478,0.0913342389143723,0.0602155764927962,-0.353218633037923,1.87954081642232,-1.12397003020792,-0.902229911096294,1.4862593559819 --4.79863940150338,-0.165045150669891,-0.983533096509014,0.121509814108036,1.29219605313345,-1.66541169534253,-1.3089926960868,0.214990950676011,0.367544566063344,-0.593766626227625,0.756597785568185,-1.62586895720709,-0.917605375413712,0.5762231369077,-0.53559592970421,0.26578223293626,-0.162406773829318,0.754811934448244,-0.583172126443819,-0.189477163409872,0.571430900043575 -2.99797117161438,-0.721035051201547,0.983644357103986,-0.140336474666864,-0.734079607757582,-0.231719024628116,2.24777194753983,0.0581954133243225,0.715040920771307,0.456768067676071,0.623765342875891,-1.03359352019927,-0.771503777924041,0.69048298861629,-0.92123183397917,-0.603154683159043,0.212006990296438,1.92402345614438,-0.253439438690784,-1.07797440977959,1.01404916163141 --3.48073592199955,-1.28183022270816,-1.2871887350316,0.597409399291115,0.316468950174252,-1.12640837205464,-0.514939030244492,-1.31683281281226,-0.201995487428016,0.772831999229075,-0.823343226365606,0.880674193640448,0.274903937564014,-0.372029245825661,0.617235717956862,-0.444816794646127,0.330100213774092,-0.330618557809892,0.577713044103717,0.725210133329779,-0.00378774927062061 --6.64519740949348,-0.222848820825283,0.551008421571774,-1.87719771539334,0.293815681751872,-0.491711209990037,-0.692591895303269,-0.571109517377085,0.634666444835618,-0.562775984872527,-1.72440752193666,-0.0933912974813367,0.561619160989534,-0.953053017005985,-0.84297482620154,-0.735908537877533,0.106540734822298,-0.0720222138958576,-0.230448321095433,0.0760062844951342,-0.857228128076868 -2.31407994779543,0.0273187797098661,-1.58635552549839,0.326635586106145,-1.07200675742286,2.79401264304842,2.14442517702238,-0.1238090904538,0.206988658113284,1.67252632009746,1.53328294649651,-3.53651520930278,0.446313686014073,-1.42599115439835,0.3803913712598,-0.449733750489392,-0.647870752047139,1.09393878359638,0.608725320846428,-0.85137057881849,0.308618963519836 -0.132721766241917,1.82762783344905,-2.04514920839077,0.823772440427918,1.04957659598339,0.491599209829136,-2.28346340559155,0.636023145161646,0.987954351996404,-1.22800708129892,1.08453293327739,0.541795840341628,0.384596272126239,-0.102498039224936,-1.17934047180172,0.14941262409594,0.687820864030727,-0.417143670271142,-0.150976208003076,-0.58582325481798,0.390788890595517 --0.733281408321803,1.17841191437309,1.61287697824205,0.339082381119812,-0.154108464500217,-1.04515926217459,0.0116028508196166,-1.10707038563329,0.646323954375967,-0.358233866824761,0.303768123281231,-2.88930754646975,1.04713928684265,-1.01552066816267,0.0743489169203475,0.501963657462607,-0.400061208617068,0.553768607728202,0.0948318711323606,0.197303597166342,-0.101709773324872 -5.83887198731856,-0.356311144925066,-0.200283743151774,0.482075058306121,-0.780851477496025,-0.0254935291189314,1.09274889255978,1.74763244574847,0.461792449765852,-0.284754132501811,-0.876252175605011,2.00505365351342,0.785364179450777,0.653587038023585,0.119491851830746,0.404767603012183,-0.0938292671739573,0.445115784637737,0.34345149251995,-0.851176231074451,-0.645492929144244 --1.64392894846475,0.933794629899443,0.264567501993883,-1.92983836238998,-0.947120824177377,-1.5095768855305,-1.2419034440224,0.100636986892916,0.465791614054487,0.312933599269604,0.810781926295928,1.03797393612351,-0.64791383141727,1.01889115131567,1.41175886283702,-0.77546334895949,0.135404883906753,-1.36209537508982,0.35995026777475,-0.410412116808274,-1.06389236757604 -3.9618924382514,-1.08533921211607,-0.711262446532054,0.455192521397623,-0.825062397828921,-1.50615083609324,-0.245532714204873,0.824770606416182,0.73554637397029,1.40505202056804,1.13376527594715,2.14271772614161,1.73764238752479,0.89340831294952,-0.0294790832751919,-0.426631033069923,0.139514567328378,1.6505347972386,-0.984532723196824,0.330016177270658,-1.63961590883376 --2.82202389048498,0.11980643627905,-0.0346602683192332,0.382299360674974,-1.88985393638843,0.685998515752269,0.944627138657569,-0.0731630772880406,-0.532629392885414,0.870736803987508,0.109342605195646,-0.858544084250059,-0.545274879727588,0.029578240473919,-0.879963104852085,1.44683857731251,-0.678472988990225,-0.33738839826362,-0.48712305182724,-0.74305793693783,-0.171600279545106 -6.51486317581117,0.471760499747085,-0.842906524330875,-0.357701667305943,-1.14279321095806,0.122627549360379,1.3808941423114,1.1886167929376,0.376629869719992,1.11397542963217,1.03896283806098,-1.2668438526348,2.00045287293055,-0.994038045188412,-0.0571245469628267,0.289818299264975,0.98565325240276,0.186190764873192,0.253951477815339,0.890039873338156,1.06356903634967 --7.85147793515983,-1.6973883619641,-0.839637669406768,0.10913031475175,-0.699206356859727,-0.215279307549587,-1.19674997233549,-0.156565549671587,-0.609674036081737,-1.04910410848872,-0.509188046145813,-2.5519279969699,0.482647000409861,0.490791606462229,1.69045392302798,-1.08479241207267,-0.629065880678576,0.281074655778938,-0.268800851433168,-0.532943032273664,0.726176152630263 -13.4583601483055,1.19270578079419,0.260222335130093,3.72796075960577,0.656917029524506,0.162454730762251,0.880767592659015,-0.268963529789477,2.48780197559953,-1.04334911049224,-0.453631414010506,0.846472395809037,0.936687772423155,1.04413596263478,0.746980185242296,1.26201805740154,0.812664350155032,-0.196859594947473,0.550870185631913,-0.538625567048521,0.386191161695307 --1.28185086736919,-0.687800122532551,-0.550489182031956,1.120206069525,-0.40151244239722,-1.04428118382598,1.99679975175697,-0.71301171736574,-0.451808043678207,0.724164395350379,0.434655495537885,0.568591915698503,-0.826225742070963,-0.354561917434972,-1.05574546503266,-0.285220064598565,-1.00779463471013,-0.771293059881033,0.416030065702493,-0.535028379346198,1.10454374769611 -0.998711412349754,-1.81045647167141,-1.24194026165331,1.43661741851211,0.0834737240713078,-0.6370922417172,0.196493876807572,0.00109801025982216,0.257458083232825,0.0925458554695287,1.33795291284308,-0.186320931239016,0.309829835307433,0.972683913526411,0.510345238269726,0.763172602891505,-1.36506452178761,0.450916457571436,0.0570716446463165,-0.834300006393117,-0.684284767642433 --6.69180591580488,-1.24269855088918,1.30389968847366,-0.986461664356258,-0.176867233694958,-1.60833428611905,-1.72141212267315,1.5053593723407,-0.733663668127603,-1.45274895920372,-0.32188522197847,-0.089167876889657,2.19899846170073,-2.04865379342449,-2.09474950497845,0.986510847606746,1.03635161824524,-0.425806917539607,0.993904583257568,-1.69133574869275,1.09330031413767 --4.55315938013598,-1.97075520655516,-0.137842970430285,0.432087331780395,0.712526875649922,0.760551523420158,-0.886324661100795,0.614416416630586,0.329543449188932,-2.68354906811268,-0.691301367276273,-0.416440702426701,1.25809841641324,-0.62456109043254,-1.42239982889872,1.07835342543699,1.9918285671435,-2.12857287261873,-1.40819146619128,1.38778287266073,1.12175039812261 --1.95281590585898,-0.412036665404596,1.13334808966221,-0.203440851653136,1.21897584803404,0.839149623988952,0.200755801222621,-0.282513353875696,-0.457949505109898,1.8617430833282,-0.511013499202762,0.272918834839852,0.525743355644612,-1.93483783280148,-0.196778223535013,-0.346790292106224,-0.895315023244341,-0.908757388275639,-0.0801938685470478,-1.58827287865194,-0.154800734871883 -0.968975260423921,0.825804061208806,1.05391539472944,-0.36547571630786,-1.02968470619822,-0.635222820472829,1.4919767359611,-0.283848815866279,1.53638414883245,-1.62609668043299,-0.279212236943089,-1.17362923182661,0.823386971285524,1.03202710759358,0.331713397265839,-0.19764240442833,-1.71936819785457,1.44667463686099,-0.324236294198405,-2.55890153749972,1.18572434254044 --1.67171148837687,-0.561558774366251,0.591779864176981,-2.32358302890901,-1.04854904293217,0.317819896986862,0.171921949914297,0.373539361114472,1.38920517019455,-1.66320754875392,1.1208485937239,1.04817582024219,1.346329374467,0.293571397629285,-0.0676831891450229,-0.02341681390596,-0.285626368050362,-2.23446701459329,0.0797937805114475,-0.0378939275801299,-1.22859266649543 -3.33043951340328,-1.22681728384888,-0.452060514278672,-0.0155893906447097,0.763353624719078,0.28722764634669,0.048961170926753,-0.400810038574531,0.722888667747182,-1.68887738361422,0.0647380671772891,-0.0186843579051191,1.80870890806986,0.451949700799503,0.473039766956245,-0.0986623476617302,0.989747837284681,0.0159095485276094,-0.937564542808538,-0.434987337127436,1.30499471065812 -4.5446764653193,-0.333583964748526,0.898218485941175,-0.0557723156116846,-1.46156694566797,1.72184411834178,1.64021215083227,0.59624459873314,0.490091318729062,0.578263216329892,-0.838868492227576,0.151856568936893,-0.914312465011727,-1.3424100907231,0.694762884008203,1.02925828074664,0.934196124831464,-0.17014490386969,0.690816084678402,0.258471271617677,-0.714071297376332 -0.601912125332472,0.00617451505577059,0.511772469442914,0.424242869607652,-0.677691937236549,0.230617332110567,0.644346161936618,-0.586730231591219,2.03735248033462,-1.59014595743501,0.33698053416038,-0.815232426038153,-0.435256061480622,0.369057408139142,0.576686818171481,-0.995780290538204,-1.13836201167105,1.1176887809248,0.473473793348339,2.17822025102998,0.205717382596573 --2.1932703395043,0.246559481195228,1.74408158680213,-0.748701314059238,0.789271832548655,0.676527772172385,1.13766897116419,0.789939609104378,-0.413476530449601,-0.110682733001923,-1.0540378059561,-1.16293920979955,-1.10330247750391,1.27704400188433,0.290602796452106,0.144658236376771,-1.26855294702665,-1.05380919185735,-0.231965835208542,-1.63878236670431,-0.457911313660249 -3.59831412204457,0.447567913449668,1.42106862745534,0.073026864627818,0.00027316441493829,-0.245590118432058,-0.865638119134512,0.172660912929956,-0.0988235454231179,1.14130637766411,0.954288099890484,1.74761714257032,-0.466413802279609,0.41629418831669,-0.082832741840596,-1.66818599736769,0.456186280815505,0.311311840870082,-1.26720984747759,0.44336099254863,-0.24318290778912 -2.37834167306167,-0.245017937545673,1.2277246448589,-0.973394141930354,-0.848770888009499,-1.80331866486578,1.38468649498062,1.75517048881828,1.73840995444512,-1.06156915198075,1.84220730526928,-0.045967726443143,-0.0445547182486521,-0.541493368588215,0.282951690405747,-0.47864849795456,0.897100083219103,0.169134349202729,0.0417676343098994,-1.68171323564885,-0.419533766574092 --3.07982461659765,-0.0764333945495275,0.365541898812563,0.258394309372618,0.307906704704548,2.88829525175179,-0.724487479168673,-0.134913623007029,-0.90613033949558,-0.500909633209481,-2.3400748217433,0.0171380665766456,0.6244814641866,-1.07998124801016,1.34891648410679,-0.485383995101149,-0.965287104018092,-0.476823742530514,-0.179891833393314,-0.443478733466037,-0.369897520536393 --4.91256051836679,1.12304950909888,-2.42022636497261,-0.968974466895194,-0.432175819122456,0.116039471285531,-0.0897520492184118,0.39054714255284,0.79088449532505,-0.559429189348995,-0.467936284001296,1.04169510509517,-0.464692904287936,0.681799914191693,0.106105577315659,-1.76481590902196,0.541483692754969,-0.752889754442098,-1.08247165483883,-0.601752744787816,-0.312401737971185 -0.397045654433971,1.58075036031528,-2.13116275579945,1.84388909859917,0.248132838261726,0.619978914010554,1.64921235258136,-0.390236713688603,1.11256871370366,-0.760957156735334,-0.0894782398425281,-1.79143513545061,0.834961910803954,-0.726550804576096,0.227784887541943,1.16392040817353,-0.190635114473006,-1.51558842315787,0.712296346641892,-1.05577360241533,-1.24577291918771 -0.36780170688904,-0.827861327186223,-1.73297023228163,-0.937059261667867,1.15064569275433,1.53316741065831,-0.341491978552202,-0.654507560639202,0.552284373378649,0.601336908433206,0.541615849878981,-0.612055534170209,0.826764191901355,-0.502477475953121,0.926461270499429,2.12040854010725,1.10981490114455,0.292204841414865,0.0306372251510798,-0.521369731869155,-2.36258130266269 --3.84475676111761,0.491211652130323,0.768778840670532,0.288467871279112,-1.63684718893955,-0.226442991100666,-0.862217150466717,0.696449603391519,0.660318699927759,-0.139359490055082,0.462093449398611,0.281170541955391,-1.51982723180345,-1.26597268747506,-0.544635695199969,-0.29577401837846,-1.32514378521944,0.724080895198492,-0.564795691072187,-1.04263562893202,0.724627637907452 --2.74258523037299,0.0185769770195301,-0.428108752535722,-1.80313076762921,-0.0951980739005383,-2.31388257434757,-1.01716077269287,-0.154559722396692,-0.496510610016526,0.476075455292314,-1.24177420761321,0.326111190318829,-0.918250387709796,2.09111952748055,1.38616825300748,-0.318756569902459,0.616017398618521,1.43971406098967,0.593188126378953,-0.168027355112473,-0.927781810173443 -3.66356600555437,1.32094818545485,1.11486991594025,0.0102393358887486,0.290820122507776,0.38415694188662,-0.279754376502069,1.73936801282492,-1.63561117721831,-1.26089194897836,0.245186614985529,-0.0670259505979014,2.06569171273684,-0.762285297058518,0.69806824518668,-0.504124867430144,-0.20164906413444,0.531282882056414,0.0915953419598774,1.13628078933983,-0.495969842166745 --0.130143992360903,0.930230736309287,-1.28601116486019,-0.870889714808273,0.0696905089966081,1.10796611906889,1.67711126723856,0.480483568146536,-0.0589692476383779,-1.40260225841595,0.252030913635133,1.34061715086175,-0.668559039884065,-1.37450796517937,-0.62226004323837,-0.673655047412583,0.0150032268061314,-1.1255700249787,-0.388488714745485,0.248346035688069,1.05869404643045 --5.5519511640747,1.07621614442482,-0.697308426668406,0.583968545072132,-1.06179134088181,-0.518731493618998,-1.60201543269394,-0.743255370731432,-1.73289928382034,0.00118409611143537,0.451858100612998,0.768113033086404,-0.0110714716749472,0.630453182714184,-0.658144852862239,0.593748700217754,0.086251721688227,-1.17369934332038,-1.29119127038152,1.05889797480001,-0.587989469120274 --5.88951654196357,-0.300270613432989,0.360227766915376,0.542059629935721,-0.223789624176186,-1.52496174484758,1.23966778646565,-2.69064371411781,-1.21763478166507,-0.899341770376323,1.66599984075705,0.15584146598277,-0.399890668770366,-1.55776829915209,-0.416521072512323,-0.0261442635790283,0.0760769353370622,-0.654261840119334,1.49185772988449,-0.826634283577245,-0.0421536387319348 -1.85205617529711,1.04474062505454,-1.79849710637258,0.88014908782074,-0.186597109970932,0.768728371969437,-1.0136820134118,0.462405033838977,0.908448483443501,1.62633241876341,-1.59175917788432,1.1692483950928,0.1048139305353,-0.282180635634757,-0.515073173703845,0.41736873668253,-1.49203511782268,0.191656447612112,0.327918126256906,1.36614929906281,-0.311916219473732 --0.582034542881382,0.709141110405417,0.98239930258318,-0.406075950325863,0.564021751654734,-1.23744737939478,1.28030390244161,0.340938888626755,1.16609155039578,-0.479259351424129,-1.5063706792128,-0.286286154372309,-0.458444794119755,-1.07271153112531,-0.701008312046088,-0.423809136091692,0.795447893799073,0.0254966839911688,-0.259843694325247,0.0387425078463016,-0.600928340551617 --6.48330490300676,-1.26940746350714,1.21500680405108,-1.68365482188297,0.711485032870924,0.45838232297507,-1.33268362298592,1.17176093160938,-0.537055684099044,-0.626222890414602,0.704150470961364,0.192519364891489,-1.09210705990586,0.279845525237543,-0.568593192109266,0.0650408326489519,-0.553691436768226,-0.798618521017368,0.728382538449771,-1.73464615405068,-1.60073478605946 -1.61537260184033,-0.932085734438952,0.0340813919262868,-0.74959894841939,1.35340607763644,-1.31322824490813,-0.31495936928116,1.07086256147829,-0.537377067668249,1.40166851819582,-0.135022681571015,-0.78017208497218,0.237100486969568,-0.404093497910087,0.270536839431958,-0.359330605407148,0.649735918152932,-0.344393538006902,0.912882750237642,0.79793141522563,-0.730583687978772 -1.86818339030294,1.37360719529989,0.510432816431667,0.259932964684476,0.699204141035497,-0.945131082181271,-0.0199143334982599,0.909697539031488,-0.86094024373874,1.23086164457094,-0.0213608981183241,-0.20510997701637,0.555450620638515,0.531731413643744,-0.398016570643381,-0.473771089443888,-1.23564798469589,-1.02819623155,0.0897766670191136,0.790440953703577,-0.488863452355991 --2.09806708011053,-0.461052845117779,-0.272186042078387,0.318265350102688,1.47728940590291,0.218292731006093,0.74385580744888,-1.3168011770192,1.43814273086597,-2.527216239371,-1.18252061067211,-0.834469487693176,-1.77632904143481,-1.02459132335428,1.83541785530417,-0.758861896456203,1.35319216036206,0.695210912370057,-1.16763707792514,-0.544726333481338,1.46767709218459 -5.36011820416348,1.31569612187067,-0.534575423212846,0.317961230590886,1.28526797111502,-1.45543410735553,-0.377099704570986,0.897400694798675,2.87399632929207,0.99414292056258,-0.462087647474275,1.51059743887048,-0.215927020180643,-1.70160769715927,-0.234003757934957,0.30097928060896,-1.59193626612678,0.226032460430214,0.398071782001885,1.1545659053809,0.564035266317666 --4.4611102944528,0.658934712426914,1.02863425495372,-0.317886286351427,0.1533261423133,0.418810206178367,0.529282915325201,-1.4172378147606,-1.30281600412563,0.291383952747534,-0.588513266635179,-1.41333785369569,0.324937867511242,0.012502969248826,-1.18866073433556,-0.712029508137545,0.48413663988643,-0.633295617957363,-0.118821123725641,-1.11607503763995,0.356513078207701 -6.22560392489646,-1.07099085724512,1.0887471122903,-0.472873942867327,-0.804019407104455,0.634098667027866,0.843933810219049,-2.01217720603573,1.74661079154638,0.882675045660522,-0.59706377580364,0.909866699577802,-0.658142434925828,-0.837586669424164,0.246592158001003,1.31677171862597,1.10643136081662,0.59113441016641,1.45480223901024,0.569943613377086,0.366318990813529 -1.15552497179234,-0.538986428161364,1.81403336859844,-0.488799884993448,0.553488701670665,-0.859109255892281,1.62071164637776,0.441148520283159,0.364747716194513,0.515262520369689,-1.31481779603045,-0.22241957217532,-2.32648031423733,0.361505776929079,-0.637042596288203,0.488510373143103,-0.470090637545029,0.154638676417301,0.835150065725048,-0.731157286020627,2.38746366186752 --5.83371642668954,-1.29738814633453,-0.5736829518401,-0.179604823341114,-0.446384580587677,-0.140836418598836,1.0835354410148,-1.13806625828452,-1.82661828713569,1.15329519416075,-0.42600292120522,0.0848399157244844,-0.909535373034405,0.285721753855585,0.569828371010405,-0.151250725869631,-0.291856137125701,-0.710263436431755,-0.635008081433972,-1.54286930528703,0.0341821487268037 --3.81363366202079,0.190233485411363,-0.679814360771961,-0.148234822935141,0.912448083005455,-0.991706286525964,-0.786918649316189,-0.0429659015739987,1.23170977598159,0.129545298002945,1.71695905974025,-0.329076292652701,-1.77644903797299,-0.341417657169913,-0.31140406383403,-0.46715192247213,-0.219275731605565,-1.60540254898789,0.488996000098348,-0.997534141235839,0.564109491630545 --0.119640978044177,-3.53958596119488,-0.138047526523153,0.219743763527601,-0.218534254367035,1.76695829949494,-0.536757455681961,2.18189363460846,-0.771185239313854,0.423637727771565,-0.434234369907185,0.271913101914452,1.86786110653105,0.22153822362449,-0.667013186132803,-0.426530745431031,-1.05167372717875,-1.39526952117022,0.609247315172166,0.200984159277151,1.52959539815831 -3.55403330549721,1.21139760121623,1.59718394630164,1.62675778370599,0.117403736495908,0.611425813198704,-0.0862389338200386,-0.615702458265282,2.01525650113745,-0.498652149621273,-0.963677380243164,0.0769352005968051,-1.30124678210124,-0.591574280342852,-0.611305476938421,-2.40010247031648,2.22302036925064,2.0251465555837,-1.0498412525139,-1.78145515850541,2.13000681864889 --1.59326757974318,0.29088382011186,1.00333429267722,-1.37730541532826,-0.995729057736337,-0.882791196948454,-0.621384495781202,-0.827844745652363,-2.04780908487576,0.515460899186715,-0.139398643085109,0.50195791465142,-0.673420020874803,0.517319092048791,-0.377049741523466,-0.0682377035978191,1.80812678706609,0.579346980531566,-0.153659675491074,-0.0585823743211259,-0.54319501093295 --0.800777887464091,0.814770877380743,0.188939160959838,0.569856386207947,-0.913643636727215,1.64093758450769,1.42397121874936,0.740584675989166,2.18251296027108,-0.495765070969049,1.25286957368353,-2.06781611381447,0.113032655757258,-2.15267693357528,-0.30645914814722,-1.11927597754122,0.599044078253511,-0.635949315758039,-0.290213302288308,-0.232291466383466,-0.828247025568745 -4.93178255550986,-0.222340612523746,0.964710097308112,-1.148697675552,1.66680576199853,1.07899596195122,-1.57510479624164,1.54776232354621,0.623461859356447,-0.768239708844063,-0.405087016368416,1.2003292303908,1.48154458198985,-1.45572236920841,-0.200161676475839,-0.779862064248872,-0.47873261908323,1.6946803483276,-0.0367563078266695,0.592988422841067,1.19028348188827 --5.87458449136552,1.4348308432557,1.32858199983203,-1.24615023977226,-1.37855965058517,-0.00890222911810588,-1.15502255051595,0.788116489934197,-2.02632705089311,-0.528382454253842,-1.04452451877112,-0.663185407638148,0.319679357551478,1.16591406009824,0.458029570032736,-0.264310905298099,-1.40048481476375,-0.540245553496369,-0.940739932664701,-0.311309757610575,-0.218868306449859 -9.75790237841533,0.189609124622576,0.247597558984652,3.54922331021537,0.269203626648888,0.43300367711103,0.657061601601808,1.74646021694033,0.145415295036686,1.81868051661778,1.1958037997382,0.541627670946849,0.553305412493439,-0.478250898419554,-1.50678233253192,-1.49074506235851,0.424907315825506,1.06715014545411,-1.13583020341895,0.847073294284813,0.960324203462102 --0.170709078983256,-0.981587440172648,0.229656594948603,-0.949163494300049,-1.21564721663087,0.26298391351152,1.56235881231842,0.384056231633245,1.00208628415917,0.297692985245634,-0.48151992813427,0.64803330510172,0.44427958392704,-0.0233301906988059,0.385608541197956,-2.20394875916479,1.40538592814312,-0.764984291412368,-0.391332847299633,0.219500605647813,-1.58006224581596 -2.66962666961257,-0.0783011742939207,0.197619824932004,1.81910746401846,0.171994991311923,0.162613372272238,-0.389141230249768,-2.55476936748533,-1.00308225798003,-0.519613314324669,-2.18420205644061,1.66521809180494,0.65466842525631,-0.493057306229476,1.84407554992006,0.988163413287072,-0.61270655835841,0.334412188774315,-0.660141979247123,-0.147499134572362,0.652807483894995 -0.86878758372994,0.900741759575452,0.499247851900217,-0.658939265546171,-1.74014305762634,-0.993360476056577,-0.248130977282519,0.608448381815751,0.446641062395057,0.748110378908417,0.685543855316005,0.14803749284194,-0.23481516248939,0.286020841779697,-0.484059295583057,0.907559382322748,-0.738961026714594,0.243974446666285,-1.35881771891065,2.22056636772828,-0.201050206347789 -2.67293239558638,-1.44610478565579,-1.25020851785468,-0.883598408533954,1.84461905222447,0.652641488226852,-0.371994009933723,-0.558049156997882,0.987078455966569,-0.188297998631347,0.34854622079961,1.8192390281843,-0.253881322061908,-1.50096691430119,0.556988573526603,-0.337390293844402,-0.342870365897206,1.55162521932862,-0.711631480860466,1.51380764887372,0.854849448076315 -6.11963145870299,-0.071477095321626,0.581175657653749,-2.44572370312598,-0.189095113627837,-0.872449340470537,-0.518767919475515,1.01903070182636,0.401133095563691,1.27112389283905,0.739863495336899,-0.155982370781975,1.0112083473415,2.07143477425939,-0.0950045118939288,2.58704886339136,-0.416900349774038,-0.917095814716329,-1.02324102156523,-0.235932767185802,3.06080186200281 -1.01825925641368,-0.796143609129133,0.8845547329885,0.666862143011153,1.54848131144269,1.37118096703627,2.29320433006651,-1.08419366703436,1.16818043757777,-0.0722633406741709,-1.26460899265163,0.250348840289281,0.243308076674498,-0.102508092685409,-0.17069532630886,-2.32272199565539,0.460624225395936,0.787078821827659,-0.701264751941053,-0.150809645035017,-2.58342182673461 --3.53981690738603,-1.54543948313615,0.167845421771851,-0.487752785110748,1.95905445201639,0.463228254767115,-0.99005687143882,-1.97773587441942,0.784911098136457,-1.03644933430165,0.693746052181146,-0.311706966429888,0.778411883172523,0.0831939469136066,-1.78145093183365,-0.746082672200039,0.781880025045791,-0.83168274190507,-0.784160724026962,-1.56279154317557,0.060297826039335 -3.78884534875852,2.09620023554288,-0.763063883948166,0.202033427735288,-1.52258440443968,0.211257923289619,0.878225858626166,1.33000397976482,1.34344765682855,0.243407241782982,-0.991723504310538,0.0207541335866458,-0.49470965221542,-1.24387504957131,0.643090728708314,-0.516565410472147,-0.536007799083222,1.1009609236059,0.795369017683723,1.46593434560938,-0.795979925336797 -4.59425064476582,0.167346098880432,1.4341053202421,-0.407823081690971,-0.0615977543812916,-0.461631531299315,1.38742973998432,0.326305654538087,-0.39497514236762,0.968111782900924,0.00646089772003256,-0.590973687445081,1.66804772741646,-0.0766326351137366,-1.32443760965843,1.55252699448218,0.695854573797845,-0.516592493533503,-1.1811998469251,0.841613789289523,0.620307429938121 --0.534384321335274,0.514098655546297,0.151596571686454,0.706699393959072,0.90688373419312,2.24675287937156,1.62424530624818,0.862107117266852,0.267059964658924,-0.857945837280602,-0.326459377572011,-1.9195312335813,-0.295234102202239,-0.206463198857995,-0.221324345191288,-0.862722265283996,-0.398485497305345,0.0414969405233469,-1.99920197909523,-0.247970945798772,-1.20560498276899 -7.0776637873697,0.125394721328991,-0.795560150976755,0.367454542426712,0.554671268878466,0.680449607827227,0.47544377429868,0.495428121373153,0.573752265550969,0.338235673097852,0.703669477188257,-0.825442628013798,1.57386631309026,0.720165082436682,-0.144787420028932,0.974738328466224,1.68230389109222,-0.359309565511673,-0.20899277405945,0.0340489841854203,-0.224398887331756 --5.91120808570156,-1.58124779060728,1.80080023435562,-1.35041640625542,0.585028719592073,-1.00139701082654,-1.18457144230878,-0.284155112450823,-0.845039610765306,0.413889135849319,0.380373219511016,0.878282921556693,-1.96457423997653,-0.173307393592136,-1.67504163528645,-0.848774586672609,1.43852428644678,-0.343945479092429,-0.489249370021309,0.754739023996057,-0.0188337405910002 --6.93475217150386,0.0730407602207416,-0.313481682918836,-0.631794106230256,-0.0569230130075701,-0.19060744287017,0.28937962479862,-0.209250575054486,-0.989255429377109,-0.318289700660067,-0.967103680699346,1.16771713277575,0.0610103970430284,-0.161343590161695,-0.973241673346024,-0.397794449231605,-1.39531806333172,0.531969606120038,-0.437829991007179,-0.940932828046292,-0.259436587961982 -1.95472792570061,1.34769693635681,0.0216525258092149,-2.21607393150497,0.474377544488354,0.408023220264054,2.83504569837313,0.306178294860034,1.07556813512816,-0.547665316484899,-0.0927536710084153,-0.304710655809003,0.187398816993219,1.59298309044708,-1.50768706166185,0.997121823921635,-0.105733445545308,-2.04417212956773,-0.287162817292153,-0.42356775997598,0.135735967626733 --4.71974163515453,1.37539955945697,-2.25850624507255,-0.826549941473532,-0.570347265629475,-0.975659517034225,0.352827563689465,-1.3714586607015,-1.96465993779959,0.12733880508773,-1.43449180112639,-0.74721575272708,-0.180798890534059,0.715348723312896,1.13046420305115,0.104530602658573,0.487637895353983,-0.344270524468227,1.6560954107958,1.10059465003621,-0.369437713709455 --0.339648219223153,-0.517081329493958,-1.67775527050652,1.57745738759054,1.4044148112364,1.20884011444549,-0.194622537977451,1.48291885909885,-2.95217368595099,-0.776201816480922,0.00587669514807246,0.932807737933245,1.76771979479891,-0.356008202439983,-0.189999709437792,-0.152653943304997,-0.113346529940349,-0.0456411534099476,-0.439366284752732,-0.174401622225171,-0.195045141259004 --1.40113697950508,1.51582710882422,-0.88771258928867,-0.236176327722443,0.170481182382467,0.825066851646642,0.447171508047241,-1.6725881977268,-1.69542709458109,-0.374853760054642,1.3552758947601,0.0668241178673669,0.70272463965407,0.100800240725159,0.114029475031033,0.545920450382615,-0.722593586981995,0.394478850208651,-0.155643302925708,-0.616991036050826,-0.368281047065138 -0.8740244545008,1.49912572886303,0.173245098972772,-1.05483417989233,-0.466438990033052,-0.811217457085354,0.145900788624841,-0.367503748034292,-0.847943431794627,0.76079327089292,-1.10169268987174,0.0559705675132122,-0.245169891778273,0.639198921849225,-0.850808382140287,0.220412026453727,1.05929768860618,-0.888983127174714,1.91492052611156,0.381476188486678,0.339471699156685 --0.313910933131846,0.814576969918441,-3.14704584792069,-0.262484923158888,-0.600742274310641,-1.20542522391043,-0.797301149233568,-0.304240649831513,0.746481680906055,2.47596955278203,0.49612046453452,0.276254154606439,0.320750358015487,-0.509774264167304,-0.137885331468158,-0.306086435974388,-0.381948697477593,0.0715262131088257,-1.15723706945235,2.08204441026405,0.879016336812982 -6.06881936336543,1.66564854073976,0.0266768221917123,1.75336925622576,0.525929760367272,-1.14713904060602,-0.59788471517893,-0.780281224625866,-0.731889952979643,0.955369033833908,1.34214610185482,0.124502841788739,0.366804974701938,1.15373165999246,-0.173641008938536,0.0661047035536278,1.70030525603988,-0.282786599755927,0.558455627579861,0.0616077478007243,0.324554917639318 -4.6084126529241,1.01496869830099,0.527678458247029,-0.676189919698572,1.42154001487712,2.51052480305609,-0.224409696366066,0.823694727613963,-1.26039483211385,-0.145799030022792,0.264976069680639,0.676574861433,0.624300002066539,1.28568458598575,-0.336656038729058,-1.69609069969581,-0.15202077429475,0.301206229666484,0.451681998319772,-0.851446173223881,0.951868538216482 --5.58259102997041,0.527156146138147,-0.532247594726694,1.36061700719669,-0.759138033382672,-0.267920425588944,-1.45260452832115,-0.175105402090472,-0.078458972766214,-0.808484028141,-0.121156887081465,-0.0507455588255626,-1.483412588961,1.50056570610094,-0.823185927556491,0.800551290283615,1.48643047069977,-2.39262905448932,-2.46852586937477,0.510286562310734,0.215306600998121 --0.804907848435673,-1.94493600434466,0.907963299053161,-0.488515382544163,0.433905702081121,1.37821303385396,1.21697666340976,-1.01192139649983,0.143242952983064,-1.14665278422764,-1.22396584404292,0.172223033170905,0.303940402194722,-1.25497977842123,-0.271253610236277,1.32119612870368,0.546322315853379,-0.748659019589962,0.994771149766022,-0.108811801882319,0.961758629004061 --3.10888542842296,0.688310257495692,-0.179402185513486,-0.518671901730616,1.66691931491959,1.22199266951232,-0.95379177417269,-1.38435540209635,-0.337070875424605,-1.6980300548111,1.43942892810143,-0.228599578312246,-1.46777795137357,1.03013603734459,-1.57365650639549,-0.426853165139481,0.23822181493272,0.591061326234736,-0.535656545767526,0.782541130070165,0.291879772911329 -1.5465862007387,0.0763314178965426,-0.900676662507379,0.871596391925027,-0.828661002581282,0.118124658032018,0.962333894748042,-0.371022037658713,0.59147304377687,0.627770918882271,-2.8499708311331,1.39192275511928,-0.844207648825571,0.0996919893267927,1.67213919046317,1.07932764905201,-1.1495411869607,1.57818461786199,0.452833260198333,-0.704947886714733,0.208926172329179 --2.81917918438737,-0.837499619356526,1.56302199305104,1.15251045909935,-1.13460771999347,0.175106770602406,0.296655905554039,0.251152742103435,0.0261723664094463,1.20047124420582,0.424362868758517,-0.146646495922634,-1.2537745161211,0.151738421226999,-0.159979229203412,-0.586479975416293,0.626911663419365,-1.73938500347139,0.375850236478745,0.502399145873754,-1.10410751578344 --3.99051003690925,-0.150187061400433,-0.469087926429333,-0.305924726442569,-0.350184309733235,-0.901858415846576,-0.250199863355972,-0.625923636617551,-2.15851032730238,0.0813852066874798,-0.145010311064105,1.48617792659465,1.36296187759533,0.404724737870037,-0.0457527586352182,-0.556331199431579,0.42143970669814,-0.88138632704906,-0.0301470037637928,-0.310178308122027,-0.486016191851763 --1.59052801302845,-0.996213532625467,0.114271424868312,0.343837954019986,1.16067638993321,-1.14186418500412,0.616291468316884,-0.475368224317026,0.126766965504771,-1.28960341431842,-0.62012295128637,-0.313120239301893,-0.70942871919899,-1.15701416171288,0.528595672794839,1.59948607347993,0.796605461570289,-0.505405971982045,-1.44098436549064,2.11184193240389,-1.19636485275545 -4.90823875226454,1.21660013338776,-0.639340820630256,-0.727169406872142,2.20003634982974,-0.326222387708939,0.0259434991545211,1.52796386534612,-0.366373483564558,-0.239666075101105,0.349716733160169,0.833669626706889,-1.78203807389381,0.285961209667914,1.93848522820336,-0.969817801080287,-0.115816179945881,0.43300052435011,-0.284695942968209,2.70904061681961,-1.08956650942623 -7.15927438911922,-0.171835289489714,-0.316609300851011,1.07496074375937,1.59619162933354,0.911210611433448,-0.472530470182095,0.191638541501852,-1.60082674350541,-0.806320794945426,0.502818343313478,1.08954680249179,-0.261028707478738,0.0995602172411476,-0.390174493435165,0.152154632929234,2.42290985593763,-0.0100264418018781,0.622650556509317,0.259428248884296,1.02061847102348 -2.65599321979663,-1.33395998056899,0.749666746542029,0.919969603251776,-1.17861866579399,-0.341298458715382,0.384195447314273,-1.63281764045783,0.939539188661486,2.7679546855853,-1.69145494585565,-0.674630283752327,0.963263056669752,-0.207014832430642,-0.36045783196207,0.253244816038202,-0.21976813854192,1.06446332427107,0.872328724856909,-0.130637234246495,-0.154284426065768 --1.26445012833292,0.141560719859246,0.378129761308321,-1.44709018452706,-1.11370498626116,-2.3377787530205,0.125404068204777,-0.298341402054626,0.780135661241018,-0.188036462958846,1.14300334262729,1.53609351988846,-0.12964713788602,-0.639640048400289,-0.0378584778759545,0.677943684234452,-1.95289529231752,-0.255638097165819,1.32503314097283,1.20530900440178,-0.112978235937475 -1.52825538265105,-1.29141105604798,0.3956318201401,0.429313358614429,-1.440699805876,-0.50945113566063,-0.231767015629735,-0.981847219736909,-0.47223700681605,1.51025055349871,-0.496475418503958,0.506082580556129,1.45729941081317,-0.884923939786408,2.45951711901321,-0.934869228186983,-0.428635581199706,-0.908194221578477,-0.118575339211125,1.54804185571829,1.42297965388952 --0.339859359654772,-1.33248719429825,1.08278833438156,-1.74556612300667,1.60397324330105,0.584717498403633,2.51082634134859,-1.59751161212848,0.657808208198949,-0.675872035305813,0.504758896567318,0.272442465939377,0.226483200877677,-1.4427411942417,-1.42422166595917,0.479983193242415,0.443348316381876,1.02304136303027,-0.623343608847505,0.691289018468327,-0.686801339343305 --7.00006858017818,-1.8054835556734,-0.794803420982705,-0.83795390656429,-2.46750275200171,1.56798661360323,0.481383604101883,-0.598558655692928,-0.933394394201816,-0.444773110639418,0.503678965753024,-1.50422767177369,1.26699221713469,-2.26490128281228,0.0130714817969295,-0.865892474208631,1.05868323399143,0.779098039019152,0.316812089991798,0.429290194574583,-1.07695241740525 -7.33782432763246,-0.678040681614833,0.606084598193247,-0.607542348474575,-0.700065610186228,-0.491130834290788,0.36444835085495,1.66388290008845,-1.81211663672603,0.409411098071916,-0.0114180823637838,1.09315242539513,1.32941046923062,0.856320581037491,-0.662454583321535,3.42886224150206,1.58003429121639,1.02764421730217,-1.27074525133842,1.13485012468628,0.107270008534065 --1.87272841724219,-0.473358051207888,-1.06246743632437,0.35306674883383,1.64627065276772,-2.49491743527205,0.0491113322648843,0.513247043200492,-1.18325884728368,0.710476315108261,0.0472985183084088,0.294938968013343,0.624233472516837,-0.631475682702643,1.02079279120833,-0.326991939616356,-0.757624066747529,-1.15952252974329,-0.356878664293071,1.65107835198933,-0.799696504414412 -5.10631926027705,1.0274170786444,1.01920050954008,0.940530404256546,-0.612922462005517,0.995035641842783,1.31404802081586,1.28354404046729,-1.79376818977747,-0.0122432633115827,-0.310934786622509,0.525658141756459,0.00465044024508107,0.544775902416306,-1.40617436295553,1.28409887868319,-0.453192407792608,-0.124727547041169,1.18060759955272,0.258717887542481,-0.462089957403307 -0.59001192475573,-0.597387568754006,0.177610189255157,0.755949683212203,-0.507404502096196,0.228621942582133,1.15027079913026,0.941971856661086,0.826661009550712,0.284257133906982,0.196094348218268,0.763803753469815,-0.121246397229187,-1.01912414963536,0.411716434326917,0.937034740104664,-0.820831764061283,-0.472000459249929,-0.597697416705004,0.594344195370645,-1.87826013425247 -4.11366772964558,1.15984937728077,-1.03097473835192,-1.34041073510184,1.0006200306435,0.95564162927165,-0.415286932035692,1.62963790579343,-1.27436826703423,-1.51976003563922,1.3504634736323,0.261886852502341,1.05716916997991,0.775881337896657,-1.6231281816524,0.40186753550043,1.01174037731601,0.597087755299904,-0.865830059167915,1.85721654557995,2.49687485127556 -0.707303525970762,-1.33322688049967,1.13265221413661,-1.37357215486581,1.19098714280719,-0.111129638364203,1.15550735414976,0.476403453334302,-0.0904101022148188,0.740010091684959,-1.03288559674767,0.499135546802598,0.0561926118819927,-0.143807257832316,-0.704302128658206,-0.194219290429716,-0.302721629543979,-0.504116898812734,0.191299601240589,0.373265830416601,-0.911226986574706 --5.11994854949081,-0.925755661705498,0.0403449519839043,-0.435151748379749,-1.17779495827406,0.797664979011703,-0.481478967888389,-0.338768777126232,0.619994815745638,-0.399544547916584,1.29088660812619,0.340605750953559,1.35846545126087,0.928423365092008,-1.10946139788528,-0.0176187000644916,0.200442104098278,-0.718566803270921,-0.995400584225225,-1.8659420968234,-1.45831906443417 --1.65999465534276,-1.07449512530901,0.596898851429976,2.71508586179829,1.14582143070656,-0.883719886254824,-0.975414370303564,-0.849707151401225,-1.40860173043992,0.448534342591585,-0.769261876474903,0.217144114921774,-1.07061702267764,-0.141629752949911,1.6152511718467,-0.643758584130778,0.176881348793984,0.35294933907587,-1.12944329037875,-0.463581694518879,0.939617561733589 --2.19975170665851,-1.45111649529909,-1.32960461096118,0.011034696102652,-0.924407780344829,0.484876380065974,-2.19993607417751,0.0219348051300823,-0.771888174674482,-0.222473124075816,0.0138178193264336,0.291183074946757,0.427067709509402,0.669188222469658,0.644837149790571,2.19833171324782,-0.560766646453987,-0.282056610457184,-0.791023791991164,-0.356264379818133,-0.496843901634907 --0.437640439216874,-0.588732163860088,0.614959811196199,2.54086599472099,0.995987855011375,-1.26357307761266,-0.834229236111423,0.59765618208396,-0.377422388792574,-0.515771324482668,0.927222134453873,-1.13465321042965,0.645139286612444,0.922187147053443,-2.09542085960563,0.808552046098156,-0.787332662933332,1.45390774783237,-0.907940295049091,0.397422618003484,-2.01081296619519 -0.474879467991038,-0.115384286877128,0.774047721419055,0.0290022846325341,0.0346537171156727,1.23941151445281,-0.885620107894766,-0.700773532354983,1.57093098137585,-0.0286764807953294,0.457195463813161,-0.80204598835445,0.349255784227711,-1.34887141648789,-2.26819735744311,-0.692596126924628,0.0143960592708074,1.38881688463372,1.4118712472092,1.59968191724066,-1.11130849799302 --1.7083578132124,-0.720370868825172,0.264352057456475,-1.76687399021843,-1.27429765605945,-0.503307251603468,-1.86013608896402,1.12899472683626,-0.209708377406821,-0.409251864374615,2.33364954784296,0.262418518766314,0.703671361824149,-0.739570278259042,0.104635345917296,1.76203105215935,-0.908967818286634,-0.423891824556829,-0.454492023738477,-0.748799034120189,0.347304285443139 --1.67805948852831,0.0033002573416574,-0.938829846717329,0.247477750856503,-0.276134721655296,-0.0738351301968228,-1.0099719863757,0.770051672403,-0.290407841061818,0.415813865732877,-0.189663780297878,-0.238639451375177,0.247612061360565,-0.91222375899526,-0.96635304460937,0.572367218306873,0.362848564016724,-1.5663697974049,1.38356841670231,0.493647419097053,0.818921880194266 -0.127350020712919,0.987361340420297,0.952146612795582,-1.17414843779504,-0.193502038475114,-0.460508653949414,0.356111526821394,0.538436988529577,-1.27969672885135,-0.402345116883863,0.218190959203192,-0.132958207721825,0.0329018925373291,1.61894987432806,0.857586234387736,-1.46937091760456,-0.426235313366805,0.145860747348245,-0.370637817857438,0.518988808314594,-0.721295670669001 --4.60161552194671,0.953509388776604,-2.15820988885239,-1.13558498264146,-0.512376513406389,-1.46195018925638,-0.655773196945038,0.238994118990968,-0.824238026076472,1.1094086201261,-0.650871869630498,0.306882565166056,-0.394841583110853,-0.0472434899244266,0.243078403250838,-0.554719621148293,-0.484044995923891,-0.111342208551694,0.305105483475858,1.10787448198386,1.14361008208232 -1.0482960375652,-1.70870131233114,0.701410048368955,0.909045703332229,1.86095058889142,0.189275502847271,-0.113556009374078,-2.22728252034641,1.04958814690845,0.17907501643248,0.0950412624275405,-0.0447525012649044,0.97003811967201,-0.585982198048927,-0.531804992184343,0.179440663453542,0.710462723495849,-1.47345534409225,1.47800471385914,0.201621692729834,0.855124498670275 --7.3001417971657,0.293398785092327,0.865395606550807,0.985284483422889,-1.02346890778773,-2.11199184820693,0.552342473062608,-1.53209549561145,1.31285538604918,-0.42206721506434,0.163222590118332,-1.30512543222324,1.04794378466002,-2.02496450300844,1.96178148767364,-1.02249432529965,-0.795098691132925,-0.449044230000428,-1.48415898026133,-0.918614010000558,-0.870918487634982 -1.84896243264695,-1.14900188882747,1.59500243057655,0.990671829987119,-0.0828193606855344,-1.83052812263656,0.21121311886513,0.325770502789944,0.499337231542945,0.534437795097317,0.869409680361773,1.02475121877299,0.429737960584019,-0.505086447645404,-0.0177845328149229,-0.416549469381819,-0.539832115006841,1.00313227644709,-1.48071052664743,0.765615416869258,0.0521918425635598 -0.169704546340158,-0.175293900190847,0.910785368678552,1.16311497647173,2.09564122308909,0.114513599883064,0.204490906474989,-1.62053806823932,-0.0246607264014716,1.01929622378623,0.33432908177761,-1.12048450157704,0.24300004152452,0.0413870117297255,1.42574059171209,1.27517704055675,-1.41772917952185,-1.24567334895476,-0.632584925629577,-2.18165073995345,0.148248575487974 --4.07757730290581,0.035154801957687,-2.38078219215888,-1.86720313285228,1.10209936494549,-0.834333823226301,-1.39591729307827,1.21437628944585,0.451372385340033,-0.914355963806967,1.83384901161194,-0.426802827264807,-1.42005025568561,-0.117997812660634,0.83850434173245,0.272725509259333,0.966457798367373,1.64876631178176,-0.607835190921936,-0.59771092249265,-0.451216069864392 -2.08224183699514,-0.666786427974122,-0.343467914883321,-0.787156399581137,1.22519354619141,0.44348497774384,1.80298646136891,-0.885302173554365,0.434543936254994,0.217347192568817,2.80339971056032,-1.08594466144988,-0.137532853666037,0.692090098421405,-0.0982482017672249,-1.20730597686017,-0.523885430472308,-0.831354237739367,-0.381252094525103,0.604744151829868,0.283160358368081 --0.971033688057575,-0.815686817070391,-2.13860932860843,0.115757265638234,0.106117248942629,0.835907198810686,-0.185336044790418,-1.34064373447101,-0.379934728441541,0.359514630178037,-0.59904912774458,-0.526980263474591,-0.252108120634824,0.798791001450106,0.0533708657268379,1.3426051325888,1.93717384773021,-0.414446661759479,0.658949561078409,-1.00853409938538,0.332821803145559 -2.15108506520459,0.121877368482829,1.15088987722858,-0.324633454241037,-0.341861308954118,-1.90949729566903,-0.195570714162533,3.26887331438604,0.180041447821294,-1.67205683295836,0.0353924559037034,1.63661312515679,0.0803591025007502,-1.19258424744237,0.328790385608431,-1.15813131712056,0.127632316273185,1.53499022690252,-0.140344603953208,0.071742477902568,-0.742952581711571 -5.61848889592721,0.0653540551699574,0.549936745709522,0.0680163567800886,-0.555894399949393,0.176563353812897,1.78154426049374,-0.694764509809021,0.340098151967976,-0.490927078363923,0.902244022320477,1.21010040154182,0.664956087344386,-0.295486185815908,-1.08722108911994,0.645125271731945,-0.135268011212272,2.39596836676161,-0.559601811998524,0.967388955549203,0.855100844119676 --2.04327630945052,-1.72635251638306,0.0348264595729851,-0.498156467563915,1.57032672425454,0.0414023950635332,0.125140516856455,-0.128697159108424,-0.720723354492751,0.184466857280778,0.525792013415721,-0.162137865332314,0.15543287741762,-1.34924520996549,0.0651198979360903,1.54952766972074,-0.575171131358829,1.34145982795394,0.589240369623907,-1.75978169585282,-0.912495798468922 --5.18395991753908,-0.935586630459664,-1.27317001676474,-0.628069786226752,0.195390894483526,-0.658283271478944,-1.03520553629889,1.15848917376002,-0.551106120953991,-1.18681238103159,1.24749238980811,1.40927995411013,-1.13561895161575,1.4800506110125,-0.895670329105256,-0.477734457903414,-0.110202537900875,-0.73039273992717,0.773188998214308,-0.61268714897271,-0.257029119060529 -4.57257364750246,1.29865429816607,-0.422469306982115,0.871025795972233,0.790743893673945,-0.0246147497177699,-1.3513014752541,1.59503178797568,1.3779431871108,-0.227148716210515,0.449983856848366,-0.308945498395365,-0.0347865153296715,0.305924180668353,-0.0285878836146209,0.795499238288866,-1.93807314835307,-0.229911498663043,0.660418515332594,-1.19592395405847,0.929777030959156 --6.66685799738679,-0.589983651787971,-0.300559699063897,-1.8423069832839,-0.108488724384773,-0.0443387799182488,-0.255018333063725,-1.37239856400624,-2.30669919609028,-0.413206890344418,-0.196807932011889,-1.0015316703558,-1.1538938744286,1.20163649248532,0.749841593538928,1.05573492589853,-0.97488502909288,0.243699498148633,0.576436399147804,0.143539129503002,-1.05945298782037 --2.05466990938589,0.555292978526416,1.14026704783858,-0.334158379910543,0.389963950402779,0.93519919364165,-0.371913766339234,-0.907604993097773,0.0370500521520459,-2.04628082597007,0.321762424196703,0.867178403176888,0.550022733151375,-0.653353384325199,-1.02553703930545,-1.62212219745692,-1.83968143269139,-0.780954620916547,2.03420497872535,-0.559181777999306,0.988531509938233 -1.23735808861996,-0.194943476102316,0.820175154358249,0.352168798074503,0.0914190796479603,-0.836459919324748,0.434598073266543,0.612136109475827,0.272722649678918,-0.682199354222028,-1.87856735586708,0.689229396301135,-0.157277474693573,1.24844490369562,0.649458578377989,-1.13052397357529,0.0623675875891254,-0.000499656584456481,1.18194533106047,0.94361333256343,0.122391970490266 --4.28258619627353,-0.688125437397462,-1.06305552499706,-0.408094311963601,0.290748455618898,-0.0789019709563316,-0.625261470780452,0.435813684701234,-0.0411224906179041,-0.378827460314255,-1.10031641285634,0.860070281216516,-0.621143028516478,-0.205324639592407,0.105143560713458,-0.388623643215699,1.38694803753602,-0.697774822156938,1.10461235674671,-0.307582936401984,-1.24907533268647 -5.85543845901894,0.0826986445058158,0.186785985152897,0.0759161483363245,-0.638039144760014,0.381453434140065,-1.00475998084684,1.14937372076137,-0.371453226678686,-0.502544430096302,0.798370802796655,0.816831274355213,1.95318638136595,0.598558539123819,-0.136972755470811,1.1081711362241,0.0018718686598352,2.33863263520787,-2.0324704350162,-0.0303689137930428,2.09035596707431 -0.0151162797391593,0.16814683195678,-0.467601088724001,-1.33100819190213,1.59454942803373,-0.123038389458398,0.381375072542892,-0.904725467170098,0.954567562238163,1.33852250484186,-0.525375701464655,-1.39368424456395,0.280078808535251,0.711061412502257,0.524485332884939,-0.209267536137819,-0.768366121933564,-0.0984962023625968,0.558231593122305,-0.582537030249022,-0.287147556030706 --0.789024625343757,0.805546728822644,1.03420695017163,0.760338245702745,-0.178433296460971,-0.446222416985549,-0.411190751712947,1.2751756882417,1.14584541671957,0.00543071073394272,-0.78674893819656,-0.99006769402437,0.372799654239766,-1.87285010646387,-0.0827438814064101,-0.984267126119616,-0.738344441305343,-0.532795391223027,0.956070683767875,-0.264136541884777,-0.990509273576233 --2.18192798195837,-0.212200869049578,-0.279927183908859,-0.0263778771496213,0.120580368113835,-0.81944613687064,0.235443154937198,1.85033056710755,-0.528838084411854,0.242541737729324,-1.29509217326924,0.197223030007492,0.215286735440482,0.2512907933467,-0.181738514002576,-0.70212199026805,-0.0351324331588649,-1.26491604847006,1.12462378940301,-0.827218919473288,-0.403075863061603 --0.773699173502501,-0.852429401883359,0.249995764338591,-1.16141071584009,-0.253088094761274,0.537694531791356,0.542511311141924,0.415876296823442,0.158435381399466,0.00348916857422646,-2.03689182822381,1.15161616798259,0.505232114007501,-0.431454967429734,-0.166141372468604,1.11343313911486,-0.346797201320655,-1.72116415606927,1.15304042853073,0.412145200164652,-0.149907849250982 --0.710710813656274,-1.29667481478582,-0.0282461214615378,0.832370083813548,0.133168666361368,0.76560254657528,2.08003232364618,-0.209763594543029,1.67819983717957,-0.243293090387604,-0.191243795960691,0.0180714918018891,0.666095506030142,1.39483457638918,0.549863647391161,-4.29959258751561,1.56539598993601,-2.40699040588162,0.0209528393354447,-1.91308957626778,0.37707190587825 --6.44264872838597,-2.54466094581774,-2.1668631416459,-1.06580076148928,-0.102066177812094,-0.138037631805279,1.6774300087004,-0.749143743647153,1.33561650297116,-0.140620644002914,0.562826303964865,-0.581187105036722,-1.28869416525433,-0.180102984561654,-0.389156263703958,1.31783115107235,-0.372341259452871,-1.56481249788796,-0.428818553506619,-0.451490036614428,1.30970029597449 --2.58807350017111,0.536258011619238,0.792098794785287,-2.27866212088485,-1.06978319472064,0.328211246421813,-0.207128397942695,-1.53486014447635,-1.20526862254271,-2.04371860460266,-0.372498347017217,0.7823992448226,1.27158240006815,0.298121291730452,-1.69687709450535,0.572475078258032,2.0691075323656,1.13351418201219,-1.51174971532574,0.72210543819527,0.69062394111976 -5.10430346305262,0.0234656656005183,-0.15806457340126,0.300357608837525,-0.150192829370917,0.56869188758275,0.0548089921928937,-0.867362765238834,1.02278438504748,1.66059660418564,-0.902228056678413,-0.285285271376197,0.113231585841102,0.38452859481284,-0.941883441434242,0.0653986456323155,1.64775646556048,-0.368326234770538,1.70357315019056,0.0226292846265292,-0.169268604453283 -5.74983521601126,1.04693098410088,-0.0790853781489886,-0.504937337233526,1.06576423441763,-0.103843267879039,-0.142200234138115,1.7988704121032,0.463858472395695,2.02319619508094,-1.05194752798533,0.603567568499444,1.46245849372249,1.1775264798768,-0.156933061658446,-0.791474824475253,0.571193643350256,1.41023959296847,-2.13446293250528,0.0580275261370038,0.458356558602668 -1.79793757429455,-0.5064048609439,1.05018522582764,1.33793857367433,-0.101703989494562,0.0475598555711183,0.331535650833594,-1.73921530100664,2.07675558745798,-1.32020114106373,0.243440557377864,-0.871075085945595,0.513434456841368,0.377585106913592,-0.105739501243381,0.295819932159731,0.0244285151736237,1.30508317840659,1.09934592110731,-0.779531677618849,-1.02289806202909 -2.16686340337861,0.647961974876367,0.87890381990761,-0.243585748018998,1.29537744518609,0.270684860018594,0.987063219214993,0.470125635959585,-0.959618976468044,1.06471295581618,-1.0408045674562,1.76863329405786,-1.41704392877084,0.768537845231164,-1.01855159860502,0.069407132082042,1.87972032450962,-1.63946845199473,-1.3706398134682,0.840999836319641,-1.39586836029734 -3.88847873363649,0.485718791304701,-0.342732784700745,-0.0603162440403794,1.114274556801,1.04617831110931,-0.483104820575331,-0.117596627262431,-0.127557045108757,-0.0577006959225705,1.1121137554655,-0.372811298755264,-0.0665506566568082,1.42490395758805,1.91078918331345,0.170973161444529,-1.08584521075195,-1.26968471570076,0.978436313931267,0.5895786049489,-0.417824429064821 -1.05536298270375,-1.20700151242928,1.94624619880743,0.798035944743855,0.840220118078399,-0.443315872432596,0.604101603624579,0.459747220876633,-0.821418629989158,0.730240400015382,-0.682475918053125,0.0494227885006814,-0.476075050848092,-0.221269415836682,0.399495633057504,0.273645149621034,-0.567935860041096,0.406954780753863,-0.9647108959599,-0.669682066319759,0.417651354019229 --2.45720305065697,-0.00297020085601345,-0.227037609481345,-0.464946294443432,-2.04401478965745,0.625584523497576,0.498378939636102,-1.96632226756425,0.969587183564109,1.81733914819267,1.90187229919745,-1.22571456184699,0.441250747579863,1.07116026035584,-1.42373362688887,0.424502992272141,-1.39067852970346,-0.780832054539297,0.225105320541544,0.648492215469213,-1.09805825260178 -3.41485465128476,1.5868597609769,0.192016814210128,0.382631776779494,-0.173039238334171,-0.77699606364632,0.278584893994471,-0.188255255593086,-0.683695815229744,-0.706386199615336,0.704162416947077,0.817005888277046,1.25342257514868,0.201956049511095,-0.731459947632363,0.841420015186288,0.0659745446129795,-0.269125339763215,0.88209828437784,-0.600612750468197,0.615832449632919 -9.27461093187746,-0.993224256190006,1.38595494085193,-0.382028006105067,2.28766850289904,-0.416099629482927,1.34532132020949,0.305722903284063,-1.02995246088077,0.45329477869157,1.99607143840413,-0.073563973289074,0.143956722583181,1.9456496545805,1.72152791561398,-0.567775971659539,1.04258406853758,-0.461362987708026,-0.727678643036746,-0.049115724566158,1.33700785096637 --1.28069053611689,0.0600225555202971,-0.803534898888712,0.976360911782075,-1.15208460819442,-0.547038437801835,2.14475101336018,-0.221521959527113,-0.407257501843206,-1.33552352564804,-1.60393889228169,-0.76485509034548,0.705591131420676,0.285658669958435,0.795059989958767,-1.32826579952798,0.400443000992809,1.0931779975516,0.0381067042411706,0.392737253380719,0.916426229723283 --0.501998545951877,0.657414520091774,0.195503202022345,-0.949066546160517,-1.51497174512716,1.07136673610135,0.151326866353056,-0.113830135669131,0.800127274518344,1.70306066082196,-0.622721728489999,-0.81583368147836,-1.84621290469279,0.308075044571555,-0.198221257820162,0.253890572211937,-0.30680996581884,-0.0659418554355134,0.415043064144375,1.17422413961685,-0.068951696590074 --3.78539684576628,-0.233107955329485,-1.29353660299568,0.251446946180977,0.290416314978607,-1.19974159907787,-1.7432010929152,-1.33995107825162,1.34169907879114,-0.437293173490946,0.0204647063777839,-0.0454096246094253,-0.529019127822679,0.684357966088705,0.706604057186439,-0.914617246348901,0.202519965922399,-0.693647178028972,-0.0992184801553902,1.12602647686644,0.519255539205327 -1.78929949475775,0.745678675692384,0.374289546736544,0.0778793216410313,1.08542266753143,0.118136216089971,-0.838148112901913,-0.348194831207364,0.544101498320852,0.751501374830397,0.478895740898732,0.0121195815455211,-0.678335970791674,-1.64487402181109,1.23433161954684,1.19739096606064,0.337448370685423,-0.0798551507534268,-0.0825112194838085,-2.26783482048669,0.663536261631597 --0.248545082369777,0.54107790476895,0.633273937978906,0.882957803528658,-0.569438606198605,-0.0177833946228032,-0.0199207078001967,-1.17858042425393,1.90033958870378,0.0836039840040122,-0.843657259010388,0.158684473906185,0.302330059544663,-0.457157061816699,-0.54995967316504,1.43288789270885,0.503411875952618,-0.742430127214464,-0.429292651474092,0.784633862097038,-1.94145716049532 -2.9283151544096,-0.835159081809374,1.56632462054165,0.606768787814783,-1.77494092135926,0.320928001612724,-0.772457419902337,-1.25824293305504,0.13320857799804,-1.43523136751822,-1.01475120950995,1.06298526232135,1.26049813536381,0.346407871618922,-1.34458277177006,-1.19405821419202,1.57146747335972,0.89990071028482,2.13927820148069,0.331016695306123,1.43618512887633 -4.6886624456833,0.134811864446898,-0.717597203262981,-0.159655817962591,0.320088120546618,0.50936461713208,1.16034112198107,0.932563949394851,-0.562118373403392,-0.950758903385025,0.737030109859214,0.38422890274523,1.27914778138262,1.08907233744999,0.46226150776096,0.911170017593282,0.464328274443155,0.655490221006011,-0.831570697129314,-1.53509882855826,1.27117019406822 --2.84014490671943,-0.284421053650322,-1.00674588669665,-0.939731900641293,-1.15683852575913,-0.761176693088061,0.656372825296837,0.234479596697442,1.28426244933748,0.600327672602799,0.34318507667507,0.564873602120274,0.659590594020346,-0.96795574858228,-0.227930674904181,-0.904949042698361,-0.746112632309479,-0.806042967342614,0.0992595900840361,0.628051253527449,0.0786627465491661 --0.498919428125724,0.46668491467003,0.90850822609652,0.479394771139039,0.160857265657062,-0.534575003639048,-1.26498217742528,0.417111787487561,-1.05651772131096,0.0474627464941006,0.759601948857205,-1.26248472231496,2.01076907152297,1.11659028243424,0.128136406662495,-0.754828356305371,-0.607674391143941,-0.619402757005497,-0.259363818278901,-1.50310889000204,-0.194375729988389 -2.00800385828847,-1.10642259258373,0.206594177411618,-0.319031767387571,-0.725900694448369,1.00893474143829,0.355636564950414,1.09633870857552,0.0385842544423383,-0.0990234699247845,-0.315274988551141,1.25091675239002,0.44548529462804,-0.162631476324816,0.979324022840651,-0.110919138280259,0.191135599913625,-0.728812783249547,-0.251438202590534,0.211050271657435,0.932885325907151 --1.85713521592196,-0.10782194203835,-1.20081515655837,-0.541139345526292,-0.787128317126205,0.532954381272814,0.612576233227585,-0.271757922897376,-0.446635257806056,1.4788733109672,-0.00997085770828035,0.454619256079568,0.72867874927725,-1.9691963565895,1.1437414415511,-0.745666864323427,1.54033966854919,-1.40617008270973,1.40523838575075,-2.04539826602699,0.0896164506351317 --4.07884913596383,0.0502377393554855,-1.32401869128839,-1.60006170587744,-0.0777483761879866,0.828359240592071,-0.0522281719056894,0.17483899914484,-0.373879874485067,0.462885576701368,-0.544745647922997,1.3102821124756,0.189342291879249,-0.342039364916063,-0.568646237088715,-0.776471781438434,0.578775937058404,-0.965944309310371,-0.704383197567152,-0.514904945002371,-1.33751133242063 -4.90187930528801,0.310879061609049,1.09505427757402,-0.448538518423012,0.973792937075818,0.0711839107287616,2.14143589566314,-0.740587704237441,0.367989961940843,1.34779730488679,0.591757138585858,-0.894709155796514,-1.19419647117208,0.19145639776612,0.867047582135967,0.130997976432169,-1.15130266423949,2.65523494434597,0.0757427257714797,-1.37644935500747,1.17325763533204 --4.41124516743409,0.178887489683565,-0.397988368026311,-1.81083492588511,1.98060073450594,-0.134348760760581,0.0411389769910887,0.310868183052753,-2.26997523475833,0.836998921306878,-0.0649943116826375,0.364262312728043,-1.00759128044601,-1.04272354826246,-0.270773005241004,-0.768367446944334,-0.437058284849028,1.81787110504414,0.022093592225825,-0.569386268600246,-0.438845234346751 --11.1954793158243,-1.05978105778253,-1.18349646787011,0.928300461195544,-0.158091907353521,-1.29296429668196,1.24486729295221,-0.327123276733882,-0.0779732198214083,0.675860949339531,-0.265226509207752,-0.819369573968128,-1.01292927637016,0.550916005893652,-0.900388332777192,-0.294060072784027,-0.943966512836189,-1.02452043024923,-1.45217189746894,-1.23595838483763,-2.013099010559 -0.686464035316266,-0.973634523452443,1.70912587142593,-1.731106349625,1.809940816269,-1.37638727002126,0.431203305943654,-0.153214024476115,0.945503972184103,0.00441640021957494,-1.11226685491424,1.20891407110058,1.04936062459442,-0.855997289441712,0.491940657994839,0.0300430200978666,0.580958366094898,-1.69981064500696,1.30028433999968,1.52085851799796,-1.31514084426189 -4.06184088094607,-0.56133651080322,0.493891376976795,0.582601301652533,1.42642301007195,-1.82201765929372,-0.11522458765539,-0.112073931392818,0.331384079605546,-0.611963141068282,-1.05192635701344,1.98034001462748,0.754290529743402,-1.12737886574993,0.996570328074291,-0.228448763924362,-0.190478691960106,0.0402557261587514,-0.472791409002937,1.18974576271444,0.415973832950488 --9.26680739571793,-1.28289865966547,1.5704539631062,-0.537542280717842,0.685362894907895,-0.352449370462568,-0.185812553767854,0.467165598831471,0.639910272245312,-2.32488889031562,0.71837949288924,-0.568373966968491,-0.573859303785726,-0.900047772747594,0.266792679477678,1.80336369402443,-3.64974232124239,-0.79468700196918,-0.486089174728427,-0.951632233275526,-2.13713185329265 -2.37754341765798,1.98663776582478,-1.35211817409076,0.766047507479803,0.128316210462615,-0.259565767503432,1.43504584773545,-0.0963903360676683,-1.85717181625546,0.700284332631309,0.0546997783360125,0.81535363210674,0.649414734352334,-1.31339059845629,0.958638888507432,0.456130332726626,0.198183945743692,-1.62110800196301,-1.5934328604082,0.0644614093251441,1.4314530487835 -3.58546236279667,0.0711847303990313,1.26669478268012,0.525631794348442,-0.957872646081661,1.0136833920038,-0.818593213959066,0.726340930382101,-0.624685729828005,0.600019367382446,0.888344312202669,-0.166328954214147,-1.39562040668805,0.648725663061615,1.18548180045665,1.04374080561967,0.682986316707088,0.343826702960237,0.135540474242007,-0.900807983501546,0.397049962576813 -5.56684413866778,-0.402094025828771,0.644497695881064,-0.814387217059139,0.31088790287081,2.22168031015189,-1.08699453986625,-0.116776471482937,1.29296452843143,1.24365501952008,0.550128648697619,1.32719672684248,-1.10401547894131,-1.08767774747691,1.11168101720645,1.46269692617287,-0.1789723587931,-0.195118919419666,-0.370035543220907,1.90612048566737,0.212898679056587 -2.02461699541926,-0.195765757604126,0.137468306038661,1.22152027045666,0.00869574881796402,-0.801301494813744,1.63699493525321,-1.58406993610058,-0.662144918149926,0.176818730505375,0.279906231055159,0.649601552610105,-0.77137861583303,0.300119021560235,-0.321037729976917,0.418163619186062,-0.178265828256752,1.05125292985116,0.635272188601505,0.310777983042489,0.580815324132015 -1.72537328662148,-0.393221778342938,-0.383652164070073,1.36112427511906,0.295640913601561,-0.154381960974982,1.1294937228903,-0.789090792809744,1.87052666955101,-0.126321735653897,-0.53488375430638,0.720144658477458,0.262019478841339,-0.782249127153968,0.56262469239988,-0.209433518544216,-1.28850674724451,-0.331500390095462,-1.57208029832912,1.39103327353326,0.138944503149824 -5.73274399977444,-0.0901356091009884,1.96963131481913,-0.174488894578665,0.507198144130156,1.31198664734805,1.14924071418589,-0.733566889414798,0.27202722183008,0.556171941395896,0.903410727922309,0.0746699622893909,1.28529684140311,0.88924650483965,0.530153368439806,1.15462214135087,-0.402443539315847,-0.552538688464946,-1.48334946180806,-0.201486514583798,-0.171229227603621 --5.62077038069468,-0.193311894185212,0.175792962376788,-1.24541948975208,-0.746296848618285,-0.428899592841576,0.368528080424214,-0.858945026798743,-0.336098764492125,0.408548005662589,-0.782117400845805,-1.02456659306299,-0.612776686222659,1.20897764727357,-1.44184560312669,-0.075844797268149,-0.32767754837923,0.420321465520632,-1.4026950441841,1.18995560150698,1.71815573679728 -6.45426733747623,-0.632296235408075,0.171061215669093,0.489715625506579,-0.885885552013661,0.499985884081108,1.55048937906251,1.53425746577918,-1.43879561204964,-0.904849414850905,1.18340403036091,0.0338347997539674,0.843543397361326,0.360477812018933,-0.284467821849377,-0.7938832425656,1.64262106669472,0.612926799525964,0.507211240221956,-0.165410659277472,1.39853925783235 --0.989992743284455,-0.371683985604695,0.570669542727277,0.00979097633935787,-0.393489815625291,0.813078429314776,2.54036402443881,-0.122241240419171,-1.25459547044206,0.14838215156402,0.000418316446849499,-0.809158235555702,-1.65035669934223,1.78062141886025,-0.373822332865457,-0.2322986659476,2.67355024032046,-0.641227540509721,0.477822531591686,-2.89459822490569,0.16112652455666 --0.120606132748966,-0.732591874440364,-1.41848291893066,1.54995957081628,-1.05943119539885,-0.850794451923121,1.10785831189446,-0.168118547051962,1.19433543983198,0.249502003931148,1.12988456084551,0.825432688911392,0.223633496912264,0.419296739034302,-1.8080553431485,0.470120055495484,1.23657574304653,-1.01429603161194,-1.6337105825066,0.830268744652371,-0.0498629325051887 --5.03649669952851,-0.813287876683176,-0.983696664440556,-0.617136588917803,-0.107408046600765,-0.0119865917421508,2.00379474031744,-0.312052224030265,0.0183885235025034,-0.46117715904805,-0.30367340588372,-0.0695093186134027,-1.20889689940867,-0.628053309701474,0.64448128660872,-0.93520271470375,-0.0387086674320447,0.17146504384194,0.093543732161589,0.0897182481041324,-0.951601386953748 -0.863762613346762,0.587752193839511,-1.53060793539692,-1.27211719485171,-0.560153832437286,-0.728272774131186,0.550517520473195,1.58245947996822,2.03551900548922,-1.01741487353868,-0.931428177538895,-0.542154422736899,-0.771556948908814,0.188956549576858,0.00441664017893653,2.58477301465398,0.229008944265536,0.134628634021031,-0.280461194819846,0.380154273618451,-0.668850350251107 --7.82500701654415,-0.532123435283901,0.0225614878024365,-0.895807534650941,0.844873828739344,-2.5117944907209,-0.260433421706355,-0.177187241851341,-0.718127570333699,0.113513399335615,-0.839575091377449,-0.558853106726733,-0.673391706590825,-0.414411999973149,0.267555323537599,-1.78031023084858,0.388367154173642,-0.088568052405628,-1.69650256399557,1.42832326403713,0.440751765471864 -3.99520419963124,1.47014135588169,0.873923740012884,0.254109534107703,0.187158166137678,0.336399209633439,0.895760996074346,-0.545207162043051,-0.116941085431895,0.047885983542302,0.371082704293921,0.782244769756021,0.951945473408521,-1.20523940348659,1.31794133349974,0.487775812491747,-0.202411970713004,-1.36099801678704,0.478325167890435,0.509512407088595,-0.064261767109002 -3.61614180145502,0.126046063804915,-0.774097472500779,1.41336979916223,0.134475689241949,0.125733152276816,-1.09584097188237,0.699159950110886,0.868766798441436,-1.24006975650058,1.11182788666194,-1.1861169355262,1.43875738942233,0.24072331632958,-0.20115735537189,1.32249046797696,1.91991986937163,-0.0843708725683778,-0.517703536164448,-1.24261219404268,-0.981270908246466 --2.7079946342154,0.877615253170725,-0.778488126895603,-0.0231210095035443,-0.162881829714191,-1.42984133019714,-1.84207085274991,-1.12667111032608,1.30320784383514,2.57995136979243,-0.894727297207874,0.678147778640156,-0.192864553696323,1.71836983431179,-0.460963790126064,1.0455332061942,-0.19156540833275,-0.293843170012996,-1.53458926908669,-0.541745848427474,-1.27497027978001 -4.82956622898983,-0.477464544690555,0.479365008388368,0.411236964215761,2.02921933785699,-0.103994544588617,0.536511913357392,1.66028642157102,-1.22721561279617,1.47411584592588,1.10507498325111,1.18816526727,0.109337821977429,0.187117898047389,0.312094324814987,0.394862342698519,-1.11682138730004,-1.33498767468416,-0.956518346056265,0.408688546742502,0.065452402878612 --0.125156764513054,-2.24293116600069,-1.00729403259155,0.648730960448433,0.442576188970989,0.337702959108071,0.0908851665279125,2.21762514456885,0.00749103022387365,-0.08498283772056,1.06500361337433,0.610513202540937,-1.66325496279079,-0.372480393881123,-1.11870740124483,0.3812535456507,1.29996398846952,-1.29038155598537,0.809373731235098,0.769473722198002,-0.375524663950495 -0.809514612420883,0.0156187673475151,0.310222805320547,0.0618625059944791,-0.557887268996593,0.263305332133005,-0.730385506534984,-1.17291729284327,0.187857616177729,1.04834691786868,-0.363753926847343,-1.07454000533825,0.282470988990256,0.732479257900847,-0.642529835825379,-0.253066631579422,1.01698171518756,1.60554177003664,-0.574024552394802,-0.548808421610029,1.01050009611047 --6.49163687735226,1.13216757964278,0.478767972831005,0.903096553062682,-0.702426572972105,0.878545668994667,-0.737677540305624,-2.10410796764542,-0.212637103127735,0.980340578776128,-0.964076678769151,-0.613950607687299,-1.20512665161068,-0.0548706720166263,-1.81143816143238,-1.47080089222961,0.00877426092042431,-2.02615229433098,2.05617325180788,-1.88402911487562,0.182471219632279 --2.88478191261587,-0.0754051615052807,-0.144266235227885,-1.65242001267911,0.720620032377303,0.0832762163619075,1.45248320531883,-0.0427293698933555,1.426264702653,-0.496005399314945,1.15571650752652,0.256104689268606,0.562299201962587,0.554022714580835,-1.02939572821754,-1.27731066959177,0.855592649128145,0.290947607786921,-0.497729886421098,-0.605599202263261,-2.11890281974325 --6.23488893722702,-0.443714905019145,-0.556652113748996,-0.223034309641378,0.338891654061496,-2.06253513301874,0.282322916914517,-0.474434070395004,1.84214293677217,-2.04847410619171,0.0161729637638278,-0.307075172244141,-0.0261723210951468,1.28171858121803,0.873555282208682,-0.726111348306703,-0.908578685700586,-0.509394394813296,-1.89362777404371,-0.266508402378594,0.731034831157461 -2.72487334323746,0.260078388442021,2.2018080545926,-0.219679810019374,-0.118148633084976,1.39647083083465,-0.0171444828361652,-0.499980482361131,-0.0333605789970202,0.28061790601979,-0.393176881851949,-0.708444229231754,1.76106540786859,0.575506599008714,-1.26117002477008,0.976977042796914,0.169575912874699,-0.627236159780939,0.441212397342011,0.638142757002759,-0.595695633545951 --0.928952746184453,0.0133417778467314,0.304377982438038,0.521695112278409,0.0743403559598428,-1.33548930314631,-0.308941982420999,-0.109430634958063,-0.846342553221114,-1.59283097025855,-1.19229740209842,1.23171219511948,-0.653109480588249,-0.201398461745326,1.5032499295018,0.476076518198305,0.591779702296566,-0.231348110019328,-0.0790575970855575,1.00233827386181,-0.193347488383288 --3.91427622531115,-0.963884516039117,-0.607639234004388,-0.645393286945789,1.9062972896985,0.968408019320352,-1.58033358570672,0.195822110658136,1.2033910313272,-0.910347930930776,-0.526305811610564,0.515722482848069,0.244247040966443,-1.55827364998039,-0.604294922634415,-1.81944130594353,-0.624047899237579,0.190079759263069,-0.366951661618144,-0.861666088899451,0.31208357954095 -6.6104247287771,1.65730762371294,-0.00380637671405696,1.10198713599574,-2.39087617564696,0.953896309292345,1.60068061960081,-0.177735716316722,1.89340863931789,-0.470767646757307,0.692024170692778,0.913536077512149,1.52330610289082,1.1385551861957,0.621234782019095,-0.0644951130124167,-0.940900968310652,1.04363421007407,-0.28738917618598,-1.44400618631058,-0.585522396380207 --3.12910999624575,-0.225065920497365,-0.30615598937026,-0.814490716072825,-0.164003608014057,-0.962927051740623,-0.592766598453551,0.556409524497946,0.733238222141656,1.35400292986473,-0.539178241056445,-1.62921506723786,-1.13340570352593,1.37618528333252,0.690225999670659,-0.46632586796992,-1.9436288741804,1.32374405725148,1.36757479639847,-0.36501709932942,-1.04596787329125 --4.67065443035566,-1.51857493528141,0.0722055239943014,0.560939480632771,2.04847280165178,-3.00919749553618,-0.772962875881829,-0.493397420400327,1.04361645920454,-1.2312222234369,-0.764856736008277,0.385147761592862,1.98556520376738,-1.6986491067679,-0.549413631628298,-1.92036615291906,-0.147287743902375,-0.578202426212982,-0.0453911935724291,1.12984027114814,1.98562507863746 --1.11282312756408,-1.33558354270051,-0.590134566033376,0.557830306954922,0.585606205408831,-0.60418092974866,1.41278329985201,-1.03250077900042,0.719061223248737,0.0343724222656162,0.543314417045632,0.99168422030248,0.286067632611512,0.368768511413715,-2.53741300419746,-0.323882227601965,0.947136816242008,-0.273030619148679,0.594506233959521,-1.25764280206095,1.45337556015871 -1.92978038579842,0.529528815523295,-1.46725914019393,0.129056735092904,1.51494029180332,-0.725628787494402,1.59782369343796,0.676256716308208,-0.0803766529498332,0.752891235835754,-0.949291231343895,-0.664157157743758,-1.94305417080958,-0.20837938230325,0.30230652620814,1.0800301890951,-1.1036118476898,-0.241608117718302,-0.746610710536151,1.57068527738073,1.06984264368417 -1.26364179652429,1.3932611409182,0.35798628876873,-0.321304397397832,0.472790334628401,0.474993817589674,-0.750444482103745,2.10457292757815,0.224471200873017,0.508599156822849,-0.477803490906634,-1.71608029578768,-0.253694059431885,0.576231587430264,-0.624031108987006,0.927141833588268,-0.175507176659337,0.119778223736221,0.661517224959971,-0.272055101976834,-0.424085804178317 -1.67781653596103,1.12662780770316,1.52597209154593,0.0953967721878255,-1.12261629933658,0.43116460842487,-0.803576205156061,0.610241177042526,-1.101105001562,0.00361063589519658,-1.28755611307842,-0.165307689176872,0.225980070868886,1.09452868997828,0.982480622785936,-0.154190578581013,-0.407244126824765,-0.189815821114124,1.57014905072944,0.649311323446913,-1.55426707845482 -4.65837424700065,-0.0113593445829337,2.54239167197661,1.50067125369445,-1.56094691260046,-0.14707560509799,1.11398183019011,0.234290746001907,1.01470331911945,0.130144335178305,-0.37085049357665,-0.290185210701528,-0.48455018631827,0.137076547601415,0.387561653578119,0.252432070896054,0.111945813940305,1.25800363723013,-2.09330820697463,1.79078333823764,-0.529825410030958 -5.85500269551949,0.940336801971125,1.19622324556356,0.550569777966247,-0.52293122411968,0.537997327904016,0.839336544786906,0.617280838951802,1.01133458359807,0.330394025444149,0.864179624275758,0.526080006727902,-1.258935570922,1.4214447147706,-0.410608611301212,-0.534092594208788,1.34636101994733,0.541266505537159,0.136414398845896,-0.29822364375787,-0.353426193319632 -1.88716069519796,0.787855190484349,-0.0355062109588095,0.475467917841196,-1.05288307781605,0.737146982167695,-0.72517676988345,-0.194785405559193,-0.0345614817909327,-0.630942720635199,0.506759119160431,-0.101183637515524,0.688361478215476,0.0614358587686863,-0.0346203138682,1.06556598646927,-2.03697720416524,0.145095831152964,-0.389120831611704,2.16844986251558,-0.160722744951933 --5.57834057037681,0.086941938083387,0.808893956128482,0.134376887349576,-0.428226360164492,-0.744679799247337,-1.18295806569023,-1.04647908459423,0.654765164348984,-1.57869074455696,0.566413354870561,8.48126042761506e-05,-0.768539191690132,-2.78021176460361,0.0441826964919501,0.379089963376921,0.400647798216408,0.869268646542091,-1.61084831883311,0.260520480509076,-0.7674914957329 -4.9386423522505,0.0328009706043174,-0.867040157842518,2.33104864582281,0.212714154845628,-0.0557651178550398,-1.37074320037998,-0.0580899702345231,1.30654689456625,0.608060275192555,-0.643564003804575,-1.11791168961468,0.5343141534988,0.934470915632017,0.685262193013121,0.0452561009409775,0.0902540759035345,-1.51810678099277,2.15350016240925,-0.0544132515583855,1.23843369683497 -3.42389238770625,1.55285735482629,0.0157674693452714,-0.568524628941839,0.307944207351294,-0.398467314141641,2.26374559410598,0.172053634310493,0.198132648013017,-1.70252062938032,0.182569955509061,1.10295866487043,0.0949333124091254,-0.187387805530174,-1.18626837518619,-0.475463916289236,-1.40122449629425,-0.123905220164256,1.4303606040324,0.443790343437807,1.07745724419078 --3.89036775217529,-2.40487804171393,0.334617654817544,0.91621457287989,-0.479053504992465,0.560192794694733,1.45115076337998,-0.100742857047914,-1.35622694074265,0.544005333661015,0.2066294244291,-0.0650979330247366,1.40433863755975,-1.94857171744457,0.911730083516577,-0.350684394830341,-0.24511998220688,0.105959232079511,-1.30147048831571,-0.834841674002131,-1.15933973755508 --5.30720198539653,0.167329284881351,-1.00277401847153,-0.741338486293875,0.675132160459893,-0.113738891203047,0.138890827457653,-0.549101082713613,-0.0233007068853741,-0.590454775703735,-0.995716517436586,-1.72797111915409,-0.514459776685026,1.39592799056016,-0.0511114367997627,1.3663226670442,1.60589320794507,-0.424085252663352,-1.20911094516708,-1.35727115640517,-0.908694357314588 --1.86462009071339,-0.403126681401769,-0.395324080148442,-0.619516566883099,0.600475816256542,0.808208624860855,-1.49727461688663,0.338892904666418,-0.878987692870969,0.362834512093772,-0.429204423227621,-2.94039549706422,-0.0720427386773135,0.714540363067,-0.296178497146144,2.27487159788202,-0.343020017659706,0.136283698276211,-0.498686519590581,0.531714807866772,1.38107312451559 -4.13020023537349,-1.74584369594497,0.374493491007001,-0.300161649116642,-0.230832781197026,-0.859419655933174,0.519724101958254,0.0103247614468154,-1.45438343681309,0.765404781540812,0.052155507890622,-0.00437025353404061,0.764643403630002,0.991797343464484,0.171073724947222,-0.0880500593460695,-1.5517404095584,3.72427059137452,1.40350748135671,-0.503480350974755,-0.929832499405068 -3.94455255517986,-0.693843121435514,-0.571248425847278,-1.43602644704862,0.630380964308898,0.605928520882181,0.47453289579272,0.972950062173161,-0.252387092460183,0.23099728558887,1.77578347510225,0.973187898258219,-0.813253857111404,-1.248235040291,-0.0433594188994153,1.1967701366746,0.537028562830417,-0.195244071393426,2.05286664582051,0.738875168814121,-0.776042088117135 --4.71298862674163,-0.139666180672888,0.745569221824425,-0.912772278304938,-0.897548026862153,-0.644728420062824,0.127001149284453,-1.89156808178458,0.46144076704428,1.62623537648753,-1.0372742256642,0.120541390740799,-1.02021249847519,0.175665797225802,-0.393741003610006,-1.11414117548431,2.11557814907057,-1.13457946820513,0.200997146630269,0.382136146444877,-1.10089287739862 -5.10479733800401,-0.458237969382293,1.24466511307741,0.737674131714533,-0.530102742259319,0.388495330912312,0.1315370651835,0.636888793304709,1.08566305282622,1.32069840418664,-1.66301389153786,0.523447136946597,-0.641238845228669,1.71334858009536,1.53014014733284,-1.44759174399319,-1.43969381572959,-0.43949970093739,1.97237164984575,0.0843104718350215,0.162889013173989 -5.95618137187557,0.983996778132203,0.192466873244098,-0.261132653204823,-0.369435770810684,1.29355743937395,1.40004709886102,1.95046975710613,-1.39212753145136,1.1634295105132,1.45913715264266,-0.921012102941746,-0.36183747819823,-0.127842732192912,0.493291793375535,-0.666781564429198,1.3338501811648,-0.210369896241437,0.674340393039657,0.120879101792307,-0.569654528344973 --12.9732411395649,0.687225473437696,-0.236328717047808,-0.858278782420405,0.582413553345961,-0.191715445026634,-1.33467501315098,-1.52163577793357,0.0171105962454592,-1.23339358633184,-1.95538365405491,-0.563846966006275,0.864629341143108,0.891147070333286,-1.45375348261503,-1.80175699799731,-0.555643951260137,-2.2290144579609,-1.48178803031307,-1.23247309287686,1.14687470917881 --1.64749015383551,-1.11060437331526,-1.43862164787946,-1.1731678010835,0.496591251926943,0.0423636427478579,-0.766759464174764,0.819135412579306,-0.346361638948595,-0.0484750341780215,0.697509123016116,0.996434084918292,0.465374313991171,-1.06345180735157,0.971923240214733,0.346742363783897,0.625407224554677,-1.04204575572774,0.111720315084454,1.24107209044065,-0.795283963501322 --2.13378149868443,0.541586767943068,0.0392728166743043,0.173300140359174,-1.47744887767466,0.38907259415218,-2.34462916180447,0.0769079910253348,2.20959100464312,-0.178672821892901,-1.82582844284979,0.283976265195952,0.708862178964163,0.409452441392521,-0.281746397027362,-0.742646757069091,-0.644930705685444,-0.526750490298942,-1.5865813491915,0.496913081053717,1.36336412734133 --1.32239577847222,0.780177978442764,-1.70418129210181,-0.444038845196312,0.104523859411147,0.32725990390216,-1.09059091875027,-1.24882673892563,1.22081747908788,1.24049985398647,-0.217632232083066,0.370495590944837,-2.85005724660694,1.23032931298737,0.101743134931306,-0.684106716898657,2.24634727540773,0.162671536595528,0.201534551927536,-1.09461509166505,0.583794665788286 --1.77422447768815,-1.19218892637239,-1.05194743440352,0.0191480062333343,0.185803392039315,-0.289681201720914,-0.99042698958265,-1.98525818718054,0.46829582365602,1.48388878463605,0.253697473889678,0.309003142389133,0.427575826697501,0.294363672299785,-1.14259798670066,-0.916208462686053,1.83090209795807,0.23865528957144,0.136790501409612,0.15903024763254,0.435808300085633 --2.50360569837501,-0.247267138108873,0.00632263354923956,-0.735414976700653,0.928262917438445,-0.465852682403469,-1.46147110002122,0.330199579853335,-0.0675812846729777,-0.23782769600533,-0.230189300502184,-0.511098698075112,0.26793783675776,-0.0160749096017574,0.337000515837985,0.480049719395266,-0.173704868180965,-0.501867853582881,-0.3864647533318,0.456100275801239,-0.790847127955546 --1.31666463174818,1.65407193138734,-0.59813932496434,0.2504807309156,2.4015110759663,-0.438441648778413,-1.73569836621976,-0.212956552091388,-0.477104829438007,0.315891293610473,-3.06121313792382,-0.490635465771376,1.14458473726261,-0.186180866400129,0.0322335064855409,3.14006899507597,0.302903688494309,-1.37987415705171,1.33293340627475,-1.32698733247389,-0.436752539630283 --2.29775552348338,0.50303989515941,-0.675425738554814,-1.96639912839462,-0.714518302917802,-0.385368174428668,0.612078243212719,-0.167178144715682,-0.647887799710313,-0.27402524532593,-1.00872697625624,0.249128671174656,0.0375632296435355,0.0804149796727915,0.707459463139577,0.58350528705193,0.411525670190492,-1.60774934313058,0.654479784343967,1.26498364512322,0.829860026868642 -0.463058698308524,0.910053367012874,-0.60528122410764,1.68930779404441,0.944078432371206,0.104651846546892,-0.197772617025832,-1.11229341525666,0.813427616117622,-1.14174131197099,0.973302216339654,-1.52594889306149,1.29671438709242,-1.57030699559417,0.105325832160383,-1.09260795593595,0.0579568897429644,-0.537146248521673,-1.11767616296856,0.331438633139361,2.39936070578045 -2.35272832396661,1.75621965936631,0.223427870583996,0.414274225110174,-1.17105075316495,-1.01408709983748,-0.549959779232577,-0.0432593559452156,1.05255772038173,0.824534433251368,-0.332531657488758,1.30736208362399,1.29562796561259,0.914344064206901,-0.144277495813993,-0.102162159767265,-1.79227051392656,-0.244468677020823,0.666619228383629,-1.04720965479836,1.15766405719312 --4.82728289281606,0.127037057543004,-0.739336412827296,-2.04540216109865,0.802332350179739,0.65615566979705,-0.469138006933756,-0.438053715073208,-1.22938261889562,-0.202359322360203,-1.27962604463843,-0.163456504536401,0.00671629381789033,1.16386949789178,0.373028180164948,1.1212712441404,-0.134119784919591,-1.32905976913797,-0.657182812345712,-0.635481498590179,0.361811797460721 --0.579432492319196,0.265966968936156,0.642356181254827,0.920814594772539,1.0398036566683,0.394588558744222,0.181384209137219,-0.624094793031671,0.0813750551365386,-0.397338715234037,1.04440757683789,-0.387529715817263,-2.41860178304753,0.468060409298665,-0.202783117683318,0.310604689821711,0.915222517494588,-0.750574995152013,0.0313162544267701,-1.55278030908306,0.0834059150845033 --5.01847180830966,1.08003827895066,-1.36940098281516,0.0742382359308699,1.93907422617259,-0.364166455515077,-0.539233286036997,0.100621916609074,-0.609863696174426,-1.75856212788827,-3.27730166548919,-0.32437842198162,-0.716192136242314,0.638500761811285,-0.681532785628544,0.0405522762569752,-1.85238673163739,0.546544561078906,0.296130188981148,0.783302841862597,-0.0363208975153706 -2.69843276385078,0.00936885081226534,0.657518496184172,-1.23781563988346,0.478843310349686,-0.903750802959111,-0.249524704316976,1.34656834728361,-0.895156050303062,1.08460134643359,0.331715365482017,-0.26336200633979,0.900077023347619,-0.891836624742111,-1.03977436658331,0.26943644087115,0.423993103393359,0.864916868488414,-0.709011489401882,1.80911219926971,0.85922480540805 -0.953492299765371,0.384220243825296,-0.0839885334882809,0.0959353743916695,1.89638373536315,0.865784524784558,0.17410190196511,-0.218995996061634,0.0956190677862086,0.479360048061284,-0.0684580397514411,-1.02121331382821,0.0751103564720765,1.25107707939031,-0.720860220526798,-0.062806546350849,-0.496415901667697,0.190427377718222,-1.23315909477927,-0.255521213390083,-1.16553229936244 --9.05656756937908,-0.532972848261885,-1.26721471545022,0.833110487126801,0.617630113829644,0.504202664551583,-2.9438816842596,-1.0547951823894,-0.579922992545295,-0.661458400970463,-1.24769043413248,-0.693558957619848,-0.155191972107382,-0.570047897556657,-0.26757687959896,1.06241506153824,0.232403086866077,0.0295571441087165,-2.24467818103309,-1.27730302812431,-0.124242007373869 --5.18708134839653,-0.822547689463243,-1.01715840208088,-0.362807534316532,0.861292049797128,1.31417684356345,-1.21246172830065,-0.19910341855118,0.195598471689242,-1.24133877058991,0.16503878635351,0.741649857654549,2.76985070967819,-1.00635857489803,0.257768140803237,-0.803640334856385,-0.488492255909429,-1.9428278072444,-1.33202261615686,0.202211999661232,-0.795581521558948 -14.9697824626971,-0.046654962586115,1.32020740019834,0.95302074489341,-0.415728818121798,0.672974766186023,1.15724527222334,3.38761192896989,0.33677943016501,0.359069071979586,0.316803295853632,0.184131193528581,0.407712690970174,0.999528927873346,1.6107369271195,0.984879514777845,2.34504557405011,-0.44914835651624,0.448349317384554,1.57585165447363,0.183497645090205 -1.67226109844608,-0.562809635705197,-0.729907578835921,0.376076837631999,0.4683794718814,0.0235439270465536,-0.133247941470745,-0.0334497837914474,0.266867307045134,-0.0110541251439107,-0.480896768943143,1.51670122231665,-1.17575103854088,1.05323920236983,0.215909897646865,-0.43784605782079,-0.344112049441759,-1.03114238309019,0.901552597593963,0.256942659791923,0.138998101023341 --2.07138237745343,0.786890999066481,-1.99572129175883,0.394831180618311,-0.544189354684031,1.06894673270697,-0.586598382287795,-1.81998260089377,-2.01979245287193,0.338060893833332,0.39533456899149,-0.552676266716224,1.34960509760375,1.5116908888865,0.98984930655601,-0.163396434448657,0.538214154091335,0.175849360082784,-1.01929355574094,-0.267450093574846,0.171814131284876 --5.29408420756992,-0.647566743813496,-1.17735133976722,-1.61652304196488,2.37107235995831,1.27128988945611,-1.13957721607528,-0.492724118571653,1.54615345921642,0.236112175311092,-0.322142505062561,-1.25000871252454,1.59385157344452,-0.461279349689297,-1.84789298096401,2.30485069217864,-1.37246396129752,-1.3594731691007,0.468015393999693,-0.655675046223894,-1.24784265326381 --9.31607955192206,-0.780032486098414,1.44880027703766,-0.087629611136623,-0.420708139780669,-1.39018579179798,-0.173742615348186,-1.10946329592935,-1.47786568003304,-0.113927702279611,-0.473625348832723,-1.95332092488396,0.47618732760684,-1.67287541322766,-1.2014094484866,-0.0310985076697511,0.479694406156024,0.577544816813567,-0.21955938810477,-0.914329208393307,0.323149246940761 --4.81932441561973,-0.901525194198359,-0.273588835495901,0.108653550329355,1.11454700635567,-0.91913002958783,-1.036995337372,1.26257707025226,-2.75709424755758,0.786257782837003,0.649481929486863,-1.61481665937808,-1.20660674488197,-0.722226826109014,0.23373539428682,-0.631115045248811,0.829564494435055,-0.0979303854999091,0.199138357073018,0.837486409237193,-0.361095472498645 -8.14079767873454,1.128544364619,-0.0499292399361905,-1.83523335953949,0.408580100033978,1.03592594856064,0.242150601629485,0.141947311593836,0.34592001318698,-0.861906273379884,0.582726122161452,2.52837022966631,2.24874744735903,0.294170274824998,1.00114023653182,1.2161445399925,2.54063411679389,-0.235262330716241,-0.524227130837525,0.1528221463317,-1.09924577996302 --4.7400677748492,-0.38382680029112,-0.125655525847414,-0.7241656324528,-1.84360084129241,-0.670875745912394,-0.327272244635635,0.409956031403499,-0.3164728244073,0.42077227350552,-1.37341970010509,0.330351105434459,-0.750057991772825,-0.391845215711054,-0.890923608610301,-0.0773130674248031,-0.339283878047967,-0.919980673580717,0.299616072146356,1.39306301601534,-0.247450929633777 --1.16627951722553,-0.593280585043915,-0.219396226942454,-1.65094656297632,1.93358630651929,-1.1064632460003,-0.3665521953233,1.13564845295871,-2.17172586459945,0.801802676866832,-1.26302076442439,1.0009633035317,-0.988724565977868,-0.867322773225615,-2.01190776038588,2.40812435620682,0.141167121846365,-0.20394000955672,0.436047671250555,0.115995409476703,0.955813351681994 -0.313894236473504,-0.125025897084015,-0.201778791236132,0.734227793040583,0.597194266427311,-0.0970677573599593,0.44948447837572,-1.22319206584516,-0.0904311262905451,0.448054236906088,-1.07935825870434,1.29832807165975,0.331195612510149,0.605718393733466,0.93128373367537,-2.02232287527898,0.145798338930573,-1.04024925368529,-0.50308647531132,0.528947566688336,-0.322044695042343 --1.91198563710293,-0.482692273091015,0.372458414747304,0.391309858897881,-2.74739848152704,-0.489667274859444,-0.428862506734953,-0.604290593328105,-0.678042856186909,-0.669042092356468,1.09201182611274,0.794078621295534,0.300204347602692,0.0330371794207534,1.49912072587746,1.07948834790675,-0.390900448661879,0.192920963657746,0.585760721638447,-0.320490402172087,-1.5900055683021 -2.5544153898548,1.67104539999695,-0.307581802389821,1.24011576856094,0.720007434868012,0.924397170947813,1.61360094202139,-0.35502318262755,1.26150808162918,0.968872259661659,-1.26055267750072,-1.51774510957361,-0.346369345813908,-0.715642703894975,-1.2697576539639,0.140531677597916,0.220004649136057,-0.226088883896311,0.632650136848307,-0.181564317131897,0.626276268549408 -6.3971546374967,0.685997297370749,-0.240138209351141,-1.21850447083573,1.40459853698073,0.530142973545501,-1.30327148270415,1.86833241933589,1.5113218646319,-0.837594535851806,1.57514108477601,1.88218953658844,-0.362777105414136,0.728880658691217,0.84186200011284,-0.838494402332013,2.26181443107979,-0.27922524329499,-0.427766101302744,0.504544561176088,-0.456012423604475 -0.452069758375107,-0.727653610732973,-0.161822366861406,1.43521463692756,0.421804982777634,0.293160817673302,0.67425385763869,0.826312009915636,2.280128199484,-0.0335978288596961,-0.434373757113474,0.416220618989112,-0.289243804734778,-0.557012626663663,1.62917612683676,-1.0962957326515,-1.84550412655371,-0.903183755914214,-0.175149485189798,-0.217681135916132,-0.741644369429834 --3.89176261994463,0.302091046239594,-1.05188718163976,1.26551989983491,-1.42266100975284,0.077852620975283,-2.06215882134898,0.365537857938815,-1.08335077077115,1.16964959902467,-0.548540196601165,-0.76431033277499,2.18384878202556,0.563700579995207,-0.41003740753298,-0.611466875609293,-0.382522849035209,0.28961569143071,-0.125316909968913,0.492746068292052,-1.07758188816068 -0.977472941393884,0.257656207099338,0.192519688911427,1.31963505732519,-1.25471193543209,1.05664566231748,-2.30768939725178,0.301853168894508,-1.4264382371992,0.641187339159857,1.21748920990483,-0.865511629672969,0.416222914527477,-0.652760734325948,-0.020846576890972,0.98229043200449,0.706555894280105,-0.497918507080003,0.715362231407898,0.0352556253386125,0.973080331617661 --0.336333331808492,1.12497562439205,1.02085540997614,-0.972236824420931,-0.204354870841712,0.347002635304618,0.376985753379353,0.600147105256703,-0.779579121801796,1.45969856897267,-0.0272022609830757,0.359446602468014,0.077564772146887,-1.53076676227454,1.19805655394411,-0.290920016379908,-1.22028443158382,0.88054073495682,-0.0509916442134803,-1.50898693470779,-0.276120963801913 --6.81885850454525,-0.310106452790176,-1.40660615888031,0.415278790848165,-0.09151608280706,-0.534156101674859,-0.90011675548473,-0.319724477675866,-0.332497674014073,1.36653054782709,-0.950071578508834,-0.741369613421323,0.270781644067012,-0.181299974837515,0.521080819011828,-1.16395130777282,-0.108972834930774,-0.938061464950574,-0.320220133350429,-0.307147601648964,-1.64497094060571 -3.81289466382082,0.824591886022512,-0.628801646240404,0.953515508704764,-0.408295488716764,-0.868722214498719,-0.222513092892138,-0.473035279712085,-0.303622323330472,0.539614954964866,-0.751151791640176,-1.30223625613284,1.13761927388123,0.358832702821711,-0.527156479207743,0.0219486599124953,2.17532626100224,0.281176300261985,0.275320647489821,1.69668672754614,0.804302041453503 -2.91236156112232,1.17489290477857,0.137541214462084,-0.253375827226178,-0.707300163220689,-1.05302152022095,1.56846749664512,1.04945113216006,0.892566152407206,0.103457319223215,-0.359983433139228,0.745130348978227,-0.365881827099228,0.425927846836107,0.543374138807177,-1.5147566424398,0.23496045713171,0.665273329877626,-0.514740834820398,0.325147984958875,0.278026969793648 --4.53203927357252,1.97628793924985,0.914688698963832,-1.86884820951669,0.743260963435939,0.183571445099244,-1.48807062526993,0.540494074406452,-2.30440283841968,-0.907059037192076,-0.864428232386371,-0.837027570962049,-0.895420430325416,0.907722896789342,0.251776113387287,-0.987226794270602,1.06741881964197,-1.2318427803242,0.8629320733884,-1.07119725992125,0.93864866688505 --1.91232909365561,-0.0361017966856595,-0.870394547834424,-0.0111580837735708,0.296286597905365,2.11524117627904,1.17538216913325,0.562314581486388,-0.822609397239503,-0.356757802047458,1.61247146261998,-1.34304010667004,-2.50637133279923,0.107480853090778,-0.307676499548394,-1.06463392850056,-0.329841363341693,1.74750895329174,-1.8158905447696,-0.683481785262982,0.604915598356744 -3.08721405467164,0.0711682667395394,-1.54317878587577,-1.02824670697665,0.148082850547255,-0.882457174833828,0.162563864676843,1.00219343482872,-0.233769702258879,-0.181161773291962,0.0529838439901159,1.54523868031964,-0.0597331390533817,1.91984524730785,-1.2444228767127,0.863384358764517,-1.02373725311826,1.13281085353468,-1.41062759199266,3.06612943652273,1.30161983422249 -7.64504242470347,1.23354622243588,0.0472823248201503,-1.04258083688177,-0.850753455330983,0.649121887051571,0.655982507577546,2.53041811089111,-1.00503030600864,0.909668041678097,0.426506416428479,1.33006442558883,0.254158453502912,1.23015353447586,1.72594225508727,1.50843206017155,-1.36942072710554,0.730499680234238,-1.61847790728886,-0.0750606936825687,0.763029280228575 -4.08842380924578,0.285783361145784,-0.430694726593407,-0.538560409920206,0.938211385741002,2.96289971625755,-1.22726656769249,0.77288097507901,-1.78119791671916,-1.3783878776064,1.51700007339014,0.492144890815635,0.210766330941016,0.665537905062404,2.32886779490954,0.482596727151443,1.19664243592129,-0.245705780900866,0.817050166873188,-0.73388947988246,-1.16945175141337 -3.32325577117923,0.215801603761212,-0.886484343945569,1.96577748109592,-0.733673375369044,0.108392335081056,-0.447378786509111,1.01570088176951,1.27059549180223,0.170647751018784,-1.74601268375026,-0.0985638570537427,0.691669180645801,0.365102401561176,-0.00409222396662971,-0.411018375514903,-0.304577479353288,-1.11040203790397,0.0105099516865408,0.8641956974474,1.34887563214364 --0.239102833299982,1.37532043319316,2.05582006069824,0.927675697597509,0.0995961219702538,-0.367542060039668,-0.17369139037379,0.877422183912737,-1.55415196934815,-0.60290013955984,-1.15627405392276,-0.225534750098058,0.0390585110285474,1.28793109233857,-0.167091232728708,1.49545376514834,-0.37950657570743,0.0127480363534797,-1.47341197605295,-2.92050609265246,0.960178203109283 -4.22016996313343,0.886581086697166,0.0257451796148485,0.969102087410273,-1.16001900007782,1.69067279833458,0.466325646630611,-0.65915648499857,0.578833071450676,-0.627955209156441,0.266683372151935,-0.614141631292224,-0.387349296741464,-0.572942215645048,1.08708003362024,-0.200344399839986,0.00863823639717884,2.24985505178441,-0.18097373132848,-1.07253532357257,1.09535102110767 -8.88832665687846,0.0175147907584673,1.57756921881091,2.21208880991821,-0.543458906616088,-0.509931979411669,1.02774565548876,0.22164123108332,-0.249524257379527,-0.951005897543551,0.675173624757287,0.0183396728355814,0.95525142192933,-1.31120988966821,1.32114162213214,0.638622563192525,-0.459340645694913,1.10753064153009,0.297371886903077,-0.456418522306889,0.864902948391055 --9.83828783273963,-1.63385924072581,0.929323685055993,1.1359369490036,0.386634575920992,-2.30090214605724,0.44012977502038,-0.777083041383507,-1.68616710602948,-0.621092960814958,0.883972710721586,-2.39231631937137,0.650811917013443,-1.30826383165655,-0.490253522056085,-0.253380371349104,-0.98173499060972,-0.310923574677046,-0.274709170048356,0.424211607037442,-1.22570173862365 -3.67265666908842,-0.100371462076069,-0.0880226998740644,-1.03873985174319,0.551045046261968,1.02332199075313,1.35062876307205,1.10978721354309,-1.39447399812109,-1.22270943833763,-0.439245326658848,0.921422105542364,1.84736485100532,-1.66343302922615,1.02436440304994,0.816760481662852,0.363497704111772,0.712674099574357,0.423144219263833,-0.31648942313635,-0.455956227827701 --5.03327930265071,1.129640049496,-0.65363002688015,1.03300536101319,-0.150569938535898,0.616059612654117,0.150783087430948,-0.205886791369511,-0.479781362121387,-1.39457759662576,-1.72877231460086,-1.40846744724491,0.357844912966489,-0.814298215579281,-1.15347972007996,-0.450374002918652,-0.438734653290405,-1.3329306361105,1.43622718714494,-0.859622146947198,1.58199446623063 --1.32852129260759,-0.511183590208103,-1.35124310285287,0.3046636323588,-0.216614907031302,-0.4944847878812,-0.846879913068902,0.329553541660815,0.759794237211302,-0.444632791492861,-0.520825236616206,0.554192516039133,1.30515982728544,-0.484554001464628,0.264494173916201,-0.832669277686178,1.80458163708602,0.301303130937074,-0.435388022568582,-1.0093896113822,-0.745200202137395 --8.60434242965439,-2.30805491934118,0.294644594558928,-2.08189167460053,0.11732064938358,0.330720704199201,2.03419233818213,-1.7042123739778,0.56067738986316,-1.84803660653214,-0.164998374661557,-1.2189777306545,-1.21054828776971,-0.250993978838322,-0.639713213357709,-0.531980399463191,-0.290148003761533,1.2319639916332,0.245673729510017,-0.99151198589724,0.0732185372419771 --2.88304273030285,0.274707476597814,0.880788392266989,0.583687442147779,0.372597115183248,0.154847955284676,-0.207317686616975,-1.32849328830044,-1.1763429158097,-0.581999362735452,1.25338875100005,0.193452631575447,-0.832330029333965,-0.642794722820974,-0.110782247710852,0.765346847828533,-0.368791188403116,-0.552316907662698,0.141045118265726,-0.403512290079908,-0.771505916187033 -5.77501043028959,-0.622174860841636,2.06390829299601,0.348285917225096,1.87743401154087,-0.158365396760798,0.246496868279421,0.145075727245575,-0.176610977782584,0.503752088252206,-0.729263859295744,0.359465614526897,1.66811495339667,0.941733099370689,1.10947959448112,-0.956543448007918,-1.90935927808659,1.5123343180723,-0.0311574676284059,1.03511447436935,-1.62972001505426 --3.76182699383962,-0.111508825976222,2.42874124170979,1.53357657919289,-0.671139988955107,-0.165207430152091,-2.19883171011964,0.957285144283489,-0.465248701616684,-0.201908501647838,-0.376462469676225,0.452282031219889,-1.73496227368403,-1.14131468019944,-1.61957138541236,-0.125629728429608,0.176497174301138,1.05970257060784,-0.6423749763921,-0.554593845126517,-0.248625898913686 -3.79764591953099,-0.114104627694276,1.60218058894372,0.767034035064245,0.00654803062162703,1.56137590255179,-0.612733601238083,1.13106564511895,0.330544350985358,0.00407828993009589,-1.57708065466091,1.24343028606196,-0.23578600729101,1.1703352784596,0.0157605762971361,-0.502150684378937,-0.387063195864013,0.342708605655103,-1.80548642145122,0.0634491031812409,0.757672219269534 --7.18468954812199,-1.18533025202735,-1.44362823466814,-0.510427344501181,0.706912041388267,-1.56252617141165,0.08862991628807,-0.668150484290165,0.8806458832879,-1.1926865794327,-0.217515481688366,0.0957908980937402,0.279446186320634,-2.18349376157858,-1.01934295084257,-1.11885582068492,1.72547563136627,-1.23693938331771,-0.157605035845853,1.51828073368045,1.69536658835042 -3.00095866684812,-0.175584394647378,-0.402005673853162,0.770661228833557,0.826225992890702,0.218423758909664,-0.0639905854018617,0.487508647392718,0.741131749665119,-0.750388686312733,2.11261736281778,-0.0478030607069881,0.658168918831964,-0.424683403199189,-0.343156683861557,-3.03845454012825,-0.511187788252496,0.677046659595702,-1.05894618090874,-0.532642009666962,2.91355609522805 -0.103732526264422,-0.521263765961333,-0.270990557375878,-1.28320930969519,-0.200274102389258,-1.42297123106088,0.326512219286916,-1.07720199550186,0.538096404939672,2.3714151189008,-0.590399411709582,0.788990267784873,-0.183190082832616,-1.18964349708475,0.621793786246195,-0.132697028634635,-0.185413540144278,2.00401131106066,1.88768596917385,-0.0905573251213993,-0.701888989449432 -1.59948128096117,-0.221095148584033,2.95537158938677,0.388264476543367,-1.55438138870852,1.25300495962736,-0.903758000537958,-0.28409111665446,-0.0571440833539148,-1.14136517296635,1.11225322790906,-0.604807277564411,1.87388759325722,-0.857659598132756,-0.990922205920204,0.197430956504734,-0.607172335684275,0.508657159092684,0.393345759264788,1.48217840352804,-0.478896497510068 --7.06536045457823,-0.552877870816104,-0.681823796972934,-0.357571999124049,0.558139212155759,-0.695325922981705,-0.790889272616661,-0.819949866038713,-1.5326713505431,-0.249571201224795,0.467644768683036,-0.054103536541726,0.889347131285787,-1.08220084979389,0.426438612360059,-1.08433996188268,1.10258625381701,-0.178545221813449,0.231993150368437,-0.828304018546725,-0.962220357929462 --2.11269871016089,-0.438510047495829,-0.105765238777801,-0.629153962930209,-0.12960182769789,1.49824999986854,1.39195733575612,0.546427577559875,-0.349520390999761,-1.12274699708476,-0.488122746366929,-0.325602757185436,0.533140945559245,1.30165488576207,0.634979271337735,-0.155221487837708,0.480330138943991,-0.775776976458977,0.137249228057715,-1.83570728336856,-0.491677010183154 -0.933719367489658,-0.567620519784156,-1.35745218016859,1.37599893083246,-0.324945126011492,-1.94170448174679,-0.217026447646733,0.715106443024161,-0.408580580752478,0.659604879037117,-0.431216296659665,0.599910849133693,2.19825622923755,0.528417210042711,-1.49767838844672,-0.295317947963781,0.628458378338919,0.660047654600201,1.21278401980232,-0.560895542382599,-0.0759892604836881 --6.29482613871148,1.81772287362487,0.130533400010951,-0.617584535500851,0.0614038389399032,-0.9342225341236,-0.173391974697562,-0.0555925513362751,0.544250886651903,-0.345120101501216,-1.45838756169972,0.10576392759737,-0.180647255921601,-1.45227767978789,-0.665176539491919,-1.93947476674213,0.102335204602911,0.566730529326634,-0.648210100787798,-0.305881365402384,0.297021406962799 -11.0987533592032,0.597776627126555,1.41270310894818,0.389528836917595,1.57022799598565,0.895713618704745,1.04951374424715,2.14321807663424,0.691434126841414,-0.1114268965129,0.772156036266487,-0.0522032761523217,0.818208665587237,0.115540019447777,0.374586768722342,-1.08493212900904,0.0978880090771701,-1.06603525701324,-0.539059416516606,0.358807467745427,0.350304939894602 -8.46485377653524,0.303722907810786,-0.804696384948758,1.62261097313358,0.58434731296322,-1.04030679382105,0.785489867399253,0.153670075789285,2.16210254660704,-0.474074420849801,0.0155454806639157,2.74204265502753,-0.589493592519299,-0.183571220475915,0.48949430945066,1.33890710995632,0.149649759425709,1.61034968716865,0.161248178753743,-1.98888322772019,1.8108320576375 -4.75860019474783,1.71795977635021,-0.354039919771079,0.362385960231556,0.933707876031787,0.655114418530138,-0.164088131164802,-0.290718834446471,0.256376810554027,-1.13103894496286,0.259390174026794,0.5723468521897,1.66998808284663,0.071671057045047,-1.40883900919424,0.344811977085807,1.33140580813937,-1.53277304804592,1.76158631082202,0.15296404674612,-0.306856848432693 -2.85051055271963,-0.892666422511259,-0.724863740677366,0.984442417561296,-1.36199106611898,-1.27275182417316,1.14639248195453,1.57124838012789,0.378056831637333,-1.41292931322621,-0.91452839512062,0.00879956812007736,-0.103302669438048,-1.17856837753081,-0.775683141828067,1.68300194657083,1.41820645910858,0.562825556013028,-0.0904361598705592,0.16578241074295,0.974302457991408 -1.4737426453868,0.573534752706902,0.797958575581486,2.03894390603663,0.0999679038274665,-0.0704574176713095,2.22711678632941,0.145793217953501,-0.731288387891852,-0.0315327579500546,1.38520193125525,-1.40538950406828,0.232761474689598,-0.882818581167461,-0.98577234799016,0.305207192625886,-1.08257552637339,-0.649728621832681,-1.44802267182557,0.431798323062872,-0.699705145497269 --0.513479928059734,-1.01235635498952,0.0615900211535358,-1.12101678515073,-0.448444430972655,-0.339701382917587,-0.201705052803697,-0.541271858995817,0.55304762924731,-0.839710073510074,0.907602908470704,-2.11549665952308,0.526344388967324,-0.858277094538814,0.829807784301605,0.246271107536645,0.847246620706181,0.380121648100797,0.435173581834053,2.72225711922967,0.328599107261722 --4.85439274260921,-0.482025397621928,0.42001558561372,0.0373548132060826,0.789668561493736,1.4846452174918,-0.409209200558596,0.572489979495582,-0.566676558039844,-0.584591879608859,-1.46823336585014,-1.62974428966461,0.783772581053186,0.611416993439983,0.933063212718737,-1.1363361207322,-2.10789386932085,-0.906365931134388,0.230168300746231,-0.203189172315227,-0.425863351451113 --1.23334521302202,0.511405751148038,1.93953978152715,1.33252041909942,0.143467532198551,0.00356437238082656,-0.862602139399917,-0.275998198517629,-0.832500644223298,0.280466780732989,0.523674835721988,-0.31280697418715,0.464268575496119,0.0484244621666214,-0.114188622485007,-1.41283065270946,-2.61706192785566,0.144009456436495,0.920237219386322,-1.46819429160098,-0.914895007704626 --0.37824194806421,-0.559887034549306,0.257485732374998,0.588740201671689,0.910571344280744,0.565051573486917,-0.313076702804873,1.58835126633838,-0.123149160859817,1.19290639023757,0.266242619853138,-0.944459265320292,0.0189771668924541,0.755029565301197,0.942230016511238,1.03072181330025,-0.140476210903559,-1.14263825595117,-1.90646826153904,-1.02753064053593,-1.61184877449583 --4.62003586016478,-0.482643607073649,0.263385320203188,-1.23077429368584,0.51103891033986,-0.490591945016357,1.92876594095359,1.00179914733654,-0.718672990534165,-1.56739322426783,-0.838048910953161,-0.210711977894048,-0.294840672972061,-1.84368855108645,0.366380498862469,0.486239245609203,0.0987059953133851,-0.253935542951528,0.333513729061834,-0.145310879664185,-1.23786046212719 --0.444586621415478,1.47292606102964,2.09082598292625,-0.193114861611438,-0.7290891542025,-0.851697185839015,-1.23019479497038,-2.42310887504066,-0.99610962527178,0.0746202807300218,-0.151203347844503,1.06214395779075,0.239064488956053,-0.317021638095703,0.549535189522946,-0.421245358091963,0.500323592933961,1.09694039317326,0.580531264546959,-0.579458792783323,-0.445969476403861 --3.00290272228191,1.59422246064106,-0.447192182418471,0.954610978634627,0.126940376148699,1.0065113563661,-0.577431292369641,-1.03604034025661,-0.366030225480981,-1.35137004147295,-0.0354116710144681,-0.516624083415309,0.547597304696916,-0.0202372150432866,1.33693929925015,-1.26845070848028,0.275282521075833,0.332113966875116,-1.98701123483844,0.00376653596985265,-0.999158035426927 -3.36606398133754,-0.730869789022716,-0.104381631175212,1.20887043939621,1.32442322682116,-0.987648159948162,0.286539789851566,-1.31736754554967,1.19785729879124,-0.611221977674316,-0.412590854697498,1.47184466939711,0.997645913851473,-1.39707082426454,0.923152127609844,1.41912423886287,0.989812826850337,-0.359677046790577,-0.470869943583495,0.439650294135978,0.691468683357027 --0.182169264965029,-0.0382892238599665,-0.444827986065763,0.461399218394762,-0.215239821981796,0.758730361877107,0.390017434449369,-0.713818708948763,-0.72049958242727,0.0827038483417282,0.511135675873641,-0.73914676744422,0.0343009234545543,0.428325145165465,0.375394122035541,1.07897292667513,-1.47032669197598,-0.793483545996602,2.12914601124863,-1.55410506265548,-0.151723739912871 -1.73906900357517,0.99176235732828,0.43364637478369,1.87010967838325,-0.706235622341905,0.549808869057072,-0.0115327366170197,-1.26175033354881,1.5151758397778,1.73576673981923,-0.884435870234879,-2.49982250880544,-0.209557815876508,0.0220230927288682,-0.0742223148406355,0.126512666248114,1.62490358898628,-0.845483132236957,-1.22440117853238,0.0723344628433768,0.258383184006689 -0.539357358178163,-1.86628306073355,-0.508028536712192,-1.25115361403004,0.551018336568278,-0.049438190321144,0.502867153189519,0.0116247728959227,0.192376429789574,0.326799032763727,-0.266099927847342,-0.973695785335335,0.556971220788536,0.160417800149479,-0.939291997479142,-1.15729567581016,0.894600089412687,2.58269120103535,-0.660874234062857,-0.455859465382012,1.62020167111087 -1.25179437995173,-0.437333147103703,0.725067448736313,0.261380383922309,-0.746438970669554,-0.904054396283735,0.851296246684641,-0.325959882748434,1.66347621007422,0.430179156889836,0.667618275546318,-0.440055538241271,-1.34715895113493,-0.12765480115132,-0.988142808789131,0.315166071654335,1.37887423758876,0.308419917522072,0.464155906658184,0.520466277514142,-1.06144899774674 --8.74598873518982,0.936080482562332,0.447678710060596,-0.648756561697482,0.290655902032985,-0.446040533020697,-1.35916385102396,-0.702563647585874,-0.23170833537804,0.18399656410207,-0.935090454891299,-1.16044774915797,1.21976360526086,-1.47346256318659,-0.54866318221641,0.230395508470278,0.0781330642342617,-1.88478548076858,0.694238966116995,-1.67996299138285,-1.07633370362497 --2.74616430310814,0.383184177276283,-1.32528270902543,-1.84695790252245,-2.37429227628822,0.567861277925736,0.224820892521647,0.0281294012089269,0.187698699231201,-0.82782871066484,0.517276577060189,-0.652397355225691,0.114229079525489,1.12174601274718,1.55575032438608,-2.28322886935455,1.24655819511371,-1.13655694798972,-0.566344079290154,-0.122048750882324,1.91336104883579 --6.86565609055036,-0.301734678682412,-0.919315534683244,-1.17533239750012,1.20583199959397,-0.707450101529227,-1.27130788677892,0.180111635862723,-1.44510846063029,-0.0730742589938255,-1.37200786558402,-0.946672444662757,-0.63711171502143,-1.08432837457872,-0.0606195823431837,1.1424332161511,0.198562453502271,0.439552911995544,-0.183702829397883,0.1813437100292,-0.955457188915519 --3.30415471292283,-1.00425338006401,-0.721765336254459,-0.411517975235482,0.145289420098542,0.24201202040517,2.69699006829397,-0.857701705436099,-2.00120170996741,-0.572423922742139,0.823366471636256,-0.655459229102864,0.703248435188029,-2.11858127898868,-0.0161128189910427,0.438615607130916,1.79129638662497,-1.7472005836373,0.0746383566579866,1.05393672682937,-1.02272247620303 -1.09743653400038,0.809796443106891,-0.870939866834626,0.190584181176825,-0.503982927106492,-0.303208181026362,-1.19445255082045,-0.687842172415332,-1.67244434651217,-0.151826163102622,-0.495846054365496,1.69395739428857,-1.06472276115749,0.309248012550969,0.834346403445814,-0.480111924446176,-0.833987157579265,2.53071958221506,0.94258734918198,1.82368259893444,-0.160941422989943 -6.62860302719541,1.45965683471903,-0.107920969295507,1.13721430600609,0.306392531786999,0.442021326397864,-0.910732596894995,-0.957348513373278,-0.852527643967268,0.811587183962968,0.372075134300826,1.21541353198132,-1.31717037037335,-0.822194730854101,0.837185642730786,-0.321392244605826,1.44574039120534,0.188303195094629,1.96562287969633,-0.596065918429423,0.406006552877392 --8.54313302785305,-2.19122580131585,1.66978317880808,-1.11015624584113,0.417352616563974,-0.206692895949245,-1.81277902236308,0.382870412948525,1.59447428229333,-0.464663121120033,0.489007690728397,-0.576753895127738,-1.31663979868099,-1.06305478838688,0.236899133214505,0.71943143111198,-0.715695202519566,0.211626504456347,-0.914978108768605,-2.34546434914153,-0.0707956044552564 --4.34269169179877,-0.405339182535091,-0.906785139148436,-1.02900126244458,0.227799192346819,-1.37724965425114,-0.0618641943779104,0.518920959283851,1.39267922054365,-0.66073780164891,-0.634913702952847,-2.29919874002047,-1.01870223353479,-0.475020326431723,0.63892608788873,-1.08197088007241,0.416900022900772,1.6679075669426,0.127176400761503,0.277645508344023,0.498243538015164 -6.34795587983059,1.94067151189577,-0.860089744532072,0.149280189848977,1.12177924137399,-0.00826860753773444,1.8656624109139,0.884648682327372,-1.28017667594112,0.434192519765031,-0.621180222612608,-0.618732290368044,-0.818590772274074,0.549432845066886,0.546762182402823,-0.374228410771871,1.06195158140623,0.591031912254966,0.186098476253293,1.1368734695647,1.05512918701957 -1.6851569346559,0.484965261176799,1.52931009450024,-0.290294865261516,-0.969200187553629,0.51460489161841,-0.431017861123821,-1.37120443377452,-0.821452812700394,-0.761115197081164,0.513381580432563,0.368687479550846,1.10800095136665,-1.06786920181623,1.44081521635975,0.757166470993169,-1.1189902229412,1.10336028322492,-0.750552095491585,0.202180766650119,-1.05380316162078 -4.73373576481208,-0.202097263385456,-0.32912950387688,1.08751427431623,0.270960095503909,-0.281120648502122,-0.396199148493535,-0.111713226136727,0.941033236129049,0.752210064545576,0.788563620688864,0.948728648601986,0.518463849237231,-0.162892311854724,2.23559056329545,-0.795674105688313,-0.734840855098725,-0.20729598627292,0.96361345336857,-1.5919993151743,0.381577481869662 --5.60860609876038,-1.16962858408659,-0.655364328884058,1.01615839584517,-2.09994251009685,0.425475393318395,0.0648756560548056,-2.01291633698025,-0.169946915134914,-0.150055169394704,0.718516215187952,-2.21348861493831,-1.11651182434676,-0.516848826807405,-1.98540007783886,0.400797019911606,-0.017314974002724,1.05616436920836,0.763472041464073,0.504890216979165,2.56475720977521 -1.15348349282741,-0.36984609500006,-1.20120611629161,0.881275205657436,-0.419391171508504,-0.106262459296381,0.951366948368351,0.79259293934931,0.13274956387576,0.192038324869922,0.401069711811931,-0.531998397678609,-0.615989657389442,-1.26725513283257,0.808416447527553,0.823748358591068,-0.252446090037788,-0.0287508081307915,-0.644386559414527,0.816536281803718,0.0123064450674728 -5.51903617923831,0.7597938360206,-0.426817054798701,0.522617758431991,2.22546128306024,1.5691516864821,1.08008568823867,-0.238514734558343,2.61963189418622,2.31387603498858,-0.952565445727418,-2.67220542592937,1.05601585241216,0.843896232792382,-0.777325569208043,-1.40883583323043,-1.84131344588386,0.911433643250001,0.322117674714363,-0.208769322416215,0.46451606080483 -4.2365871221292,0.197789090006425,-0.222262119664345,-1.17867959283711,-0.411343046263195,-0.208798773751325,0.380051673964851,0.514989477758373,1.79775620509337,-1.50853875782096,1.00073085657724,1.22268422178194,0.226998069832423,-0.754651367705742,0.802574593761735,-0.726556616464071,2.70784007569252,-0.202720018229742,0.581940118575307,-0.136585649888756,-1.43734669983888 --5.84417372712718,-0.454736260732719,0.801969497561845,0.0697374480062655,0.0444160863488151,0.204004374294564,0.0234887872048573,-1.95087984078025,0.408279926827332,1.35037329145516,-0.945047904785847,1.20893257669322,-2.13200243896081,-0.230923160265372,-1.48170253793533,0.636381646870349,0.446015130782536,-1.28643046969086,-0.748532707105163,-1.40766668073002,0.347971713011168 -1.72846482304897,-0.920596783051049,0.119637042875846,0.0634563857445829,-1.12369587835424,-0.242986136486628,0.511910945066316,1.17202928064589,0.685884288735038,-0.747716367521257,0.462904245396277,-0.277013111918296,0.36349290705768,0.0252579245136287,0.838765621134754,-0.208528169097504,-0.130351989718421,-0.0333059203954575,1.51093836976348,-0.996734203748671,1.24485663232229 -2.63508260879444,-0.107707243347335,-1.19299440691734,0.917410455094479,0.790275842110688,1.00447041656955,-1.56640731317326,1.31045691014703,-1.12351642180063,0.821990509689089,0.219819166597811,1.164930644043,0.290959211117549,-0.195941976051432,-0.532151649306111,0.913032601558244,-0.236800379025507,0.287659982886082,2.5211540915427,-1.67678369809354,-0.800143166922651 --1.23871842939227,-1.20366246848664,1.49506205917194,-1.18954558958015,-0.068346817587158,-1.058046061067,0.690370688056269,0.977403692010897,1.17324835806055,-0.217812703429782,1.37105612079914,-0.335139747096062,0.362246526898015,-0.426038800204344,-1.46873289696518,1.71436863459368,0.802482851453345,-1.14839838801527,-2.46834908426584,0.235136222066756,-0.204146878620671 -6.61293726277437,2.67487085888599,-1.10652402487312,0.446513595274859,0.00733426819097765,-1.54644468975572,1.00066621915307,-0.430578311864028,-1.04978889283903,-0.635277187265447,2.08576472075554,0.877385930128599,-0.0678187945803953,-0.201554149286837,0.984063477461847,1.15654217894141,2.55193250335463,-1.03070239971137,0.310258099910945,0.458371998446474,0.259234506127633 -6.74927186099512,1.57246508678391,1.72871463213662,-0.126596857316796,0.0551411594365071,-0.330028379653922,0.168053810329945,0.719721602776014,-2.02277045808503,1.00622634095055,0.881870756461737,-0.0214815700260637,-0.174247952269843,0.212491589530694,1.52130344124638,0.855392545018408,-0.864489706552519,-1.8786444578077,1.50776228438814,1.40340574465304,-0.735549423590719 -3.46223910886897,0.67841919507748,-1.57057249349426,0.940153907238054,0.334443558775817,0.141309012869559,1.02065249001383,-0.138790473926518,-0.0162124644980697,-1.08061014739591,0.742410897495235,0.5543680937547,1.56501093124563,0.524738171816908,-0.531205883411128,1.37478771556234,1.1991575561862,0.731841582999834,-1.89212073682973,-0.513226178612126,-0.385786523034307 -6.4988567168599,0.116412602428405,0.932435040066684,1.60295852303894,0.558411174661355,-0.750950459607797,0.109839533927653,2.08273270047362,0.559721852358489,0.802702775282844,-0.115898630699635,1.11583811551059,-0.389203842739665,-0.133667166287898,0.673375143968614,-0.335338927660338,-0.778222921673924,0.759124132790565,-1.55336964165157,1.22247414025756,0.525497501401976 -3.42956234405194,-0.46631312529537,0.196319847361761,-0.64475798415706,-1.33909043220827,0.303014435771201,0.165882945424613,0.538011483402751,-0.526272133399717,-0.0876976429881755,1.372712493743,2.62057174296426,0.247345620856226,-1.13263601670048,0.27625553757978,0.483262469673949,-0.0251160615759622,2.79757837597766,0.907892192468381,-0.877582897215369,-2.17632199472866 -3.17728573019989,1.84623329220598,1.09469924960505,1.82774974554844,0.221627340100915,1.65428594691753,-0.261341093986807,0.291013049074699,-1.50118953970721,-0.404172696077085,-1.11852245431825,-1.05896824634181,1.37550546352535,-0.41641487211022,-0.338296093235805,0.245553840280898,-0.144839652338144,0.526626504917341,0.741211116546232,0.0595253339448022,-0.724641981556526 --0.900791775234068,-1.29139503119317,0.0870458735921619,-0.821568442327352,2.15024573427309,-0.0844358680061326,-0.385352200419068,1.09001525537301,0.632045862860825,0.504068006919251,-1.08020917506761,0.76980045010205,-0.0258938525346381,-0.537216119280444,-0.156221115425557,0.939444302214278,0.326398886363251,-2.23334702259221,-0.0828566431702538,0.367053540494474,-0.148534148750911 -0.2450851839979,0.960735559683086,0.610293769729271,0.0251465135977083,0.0879768901325746,0.188636426823204,-0.251236036995828,-0.609973304523403,1.48882389814093,0.514209892339602,-1.76740797396576,-0.152695048913855,-1.94152213145538,0.66263979381324,-0.268137171543143,-0.383559558463982,2.27126857929286,0.100356220748902,-0.404458898550469,0.231404169052649,-0.794844379100686 -1.01935097340063,0.23254089109578,-0.728417875747477,1.22865834149299,-1.22776584935963,0.381396965413796,-0.681166587537943,0.273318637764366,-1.37432324609799,1.41834070743519,-0.0721106974730328,2.09299937936412,0.846855864971265,-0.0338876106591738,0.76240049653839,1.46069563377619,-0.929901878778925,-0.444165978910071,-0.609624788479112,-0.579409117294907,0.946404289757649 -3.57140286579824,0.862549935300524,0.685527239966386,1.14845701148969,-2.21845223170308,0.136494681701492,0.476421369163439,-1.74792189748726,0.822587331660472,0.463858612779317,0.966950685839751,-0.920384821101465,0.269279648175407,-0.604579077991831,0.426068978952144,-0.924721349284995,0.874136138862423,2.40745685155816,-0.681156600469867,0.861341927847261,1.01186494094804 -6.06732011063047,1.41142798959315,1.3790497851585,2.97366911265594,-2.16228194079012,0.539890793428819,1.1027252909614,0.566304818073529,1.16048875105293,0.0788244068224062,0.467743178540018,-1.10498191424988,0.767654288940186,-0.694243188009684,2.01034908401154,-0.16130406506381,-0.865157473098085,-0.889278827801064,-0.115750505330394,-0.873347877486083,2.22000989783835 -5.70443598942688,-0.0130148481904327,0.269797799464617,0.495159412581315,0.334317383864436,-1.68384469669883,0.122878397462815,-0.399784975083046,-1.12978533734373,-0.0938367219849892,1.39928029571043,0.285302375121093,0.698362095444969,-0.215303322758669,1.03401832872723,1.21896784372891,0.0806982562905541,1.59765971071149,0.981351043524745,1.31771936673224,0.030288599992608 -0.23309014836911,0.202264013941686,0.250341944356313,-0.428794460162723,0.213353400225008,-0.0925223301206135,1.32374198284406,-0.899500498271299,0.214013240335808,0.397922353576226,0.615840983840148,-0.452619690356976,-0.310396038438301,-1.13128673390092,0.295130444938602,0.965175398158773,0.38500445721173,-1.21545764779312,-0.0705933511362549,0.643570090959573,-0.0623738865563504 --14.484466585579,-2.78601472975644,-0.0973304211286476,-1.65445707646851,-0.141283181804147,-1.02788559432864,-0.104274334001805,-0.914443381827097,0.0459951610688577,-0.172899887298026,-1.49305026122483,0.91777178481108,-1.27317893708846,-2.04986713951063,-1.49762308115393,-0.726995580967277,1.0800681108982,-0.582509698057966,-1.17910998788483,-0.887617161863044,-0.74365620546001 -7.35531233449981,-0.158000365979318,-0.300439600365208,0.0175877167326528,0.795524393680321,0.694559139490507,-0.289339702858247,-0.565291365010441,0.132845478034351,-0.175880684566847,0.75865676868644,1.23955450496023,2.01650900458692,0.304567100852233,0.50918271941988,0.71482597240216,-0.496988181025139,-0.307865577193953,1.51358687491776,-0.349316021469548,1.68405010126966 --0.441326630613939,0.831637995092736,-2.34391847037334,-0.329304039330202,2.39461247317979,-0.285134124544475,1.33972252188686,-0.854130040656945,-0.335269980013718,-1.02143438783309,-1.04916021979999,1.7284192185752,0.709517467703537,0.351238495407851,0.64053707363423,0.117609281304662,-1.08582682957003,1.08184045955056,-0.229356438977865,-0.0162176400939989,-0.513833176830413 -0.715648973942499,2.18853151354752,0.0516355713585148,0.253625297663662,0.247122758855785,-0.428980043950662,1.06379432434576,-2.14869473585027,-1.99836402858924,2.57139181423255,0.240928939055526,-1.14857226304224,-1.24184660958625,0.031976440908493,-0.0526402458401006,0.497868151468284,-1.2640684654992,0.426580533503027,-1.10161340889158,0.537560533604946,0.56559447239774 -0.858230405064402,-1.1460935637241,-2.56440110550349,1.19221617103858,1.33628601132135,0.366715886896513,0.034833459586303,0.728210086598054,0.866007778577762,0.205160604280154,0.224954072491325,0.137789887315687,2.01512716047149,-1.11976401384659,-1.04256230006883,-0.363248813889448,1.05688701020304,0.517161233713846,-1.02412497810981,-0.899867464195689,-0.818166615090817 --2.30336062769675,0.231250102668602,-1.90076400859733,-0.76118277348993,-0.805971232229689,0.185162994694102,-0.449783186441001,0.452112039166411,0.133635453110666,1.84717302723694,1.39022359182613,0.680737143734104,0.446320412905955,-0.0489862006978982,0.528190672627018,-1.02187387498396,0.0687624305720704,-0.616887822046492,-0.168461278424558,-0.215068412786124,-2.1544472879916 -3.88146878215774,0.0226483574116589,1.26427653193114,0.49972232659118,-1.82928046760942,1.31224488067194,1.83636789155677,-0.741463342712665,-1.11568315132894,-0.351943180119605,1.08161970355655,0.116918928019107,-1.18036224112121,1.84372819771959,-0.198402097561542,0.958771489642021,0.641223989441252,0.517566234545358,0.933754137498478,-0.285857177472796,-1.6168363936756 --7.39184124312972,1.37912958917576,0.0236401773768347,-0.379731815862094,-1.721896660318,-0.93040172077463,-0.507977274376779,-0.0194420210911764,-1.50637100621279,0.315607521427043,-1.63167237829053,0.466207488922292,0.0585252578559222,0.208579824480282,-0.891997046438012,0.388647331671174,-0.0452442780128193,-1.0013171781898,-0.666059803737459,1.26868181957514,-0.82103386237005 --0.217109238490869,-0.246252755014694,1.95683415646629,0.562581631376842,0.00301218843777018,-0.00735617558402412,1.22618182604576,0.19695511945333,-1.75532197579001,1.22413333421309,-0.579932483285634,-1.32091286737849,0.745410564846174,0.6350451089217,-0.531296171511004,-0.679575494111604,0.971095607846406,0.0829226722176384,-0.676739680291982,-0.495347958738826,-1.46283309246432 --2.96340691848521,-0.0051253453797577,-0.16348358184241,0.328027703047943,0.604577147754254,-0.0761726100949987,-0.547897617578681,-0.892086721528653,0.287917855416845,0.297642701516333,0.165395977760142,-0.883263877252966,0.0220308546562353,0.712349514688528,-0.59330434884214,-1.57507222387444,-1.3131558012298,0.307872772826758,0.993003860799431,-1.18575852631033,0.598117059362977 --8.02867798424815,-0.963002826853333,0.319506008408069,0.409036693000827,-2.47977142089432,0.963091930518595,-0.570607190811394,-2.14192803572061,-1.9304057288394,0.271175367186897,0.701130898686017,-1.40392614888057,-0.727849614006448,0.544993257037302,-1.33416482216483,0.431574148382517,1.11757111920255,-0.721416924772714,-0.36986020892153,0.38924247878649,-0.636325109954283 --5.2103412698301,-0.0193734778662111,-0.668197147135121,-0.734640361235442,-0.737618388466781,-0.0633656814022587,0.491303740202091,-1.01572743660089,-0.751552108471447,-1.32211395100974,0.866569454733869,-1.68699807193944,-0.562440092751446,-0.00837634069588663,1.27946747885035,0.692489932427146,-0.545072084986643,0.202172404524672,0.230154739340778,-1.32198549310097,0.5857449953814 --2.65705617023734,-1.15866793862079,0.764211619458245,-0.878054165299544,1.98988165957419,-0.153982456464501,0.0971471500834379,-0.0936161392185742,-1.53891195328516,0.494748463601701,-0.126205463132435,-1.17408207659677,-0.369036600598135,-1.24913840418488,0.897769342950648,-0.349953007440087,-1.57431299899526,-0.0935204989652949,-0.617543922963351,-0.23861955319209,1.81788974328908 -5.54490972885836,-0.157074398210195,0.846087404999801,0.159582823629339,0.102426440406322,-0.0532086090964812,-0.43763461264145,-1.39280216881205,0.16679411921937,1.44175191591347,0.192500660270207,0.927615832235649,0.908875703545464,0.313293441145469,0.171429267719608,0.636750386071025,-1.20743595489609,0.721612519962788,1.25841084235442,1.32344665685954,-0.166481587500004 --8.72662978910349,-0.600721005209396,1.29629095933177,0.525835929998434,0.205967864582327,-1.05110825015295,-1.60426558184868,-2.07516867817129,-0.391511034673727,1.43385009648462,0.00562644048444893,-0.515772872455771,-1.13290419937374,-0.551585173156903,-1.23531286665714,0.83311198070456,-0.94872219680358,0.411422231789239,0.936854400744695,-1.22212904418466,-0.673773784314377 --2.25685314694138,-0.16400175056385,-1.68285119179222,-0.394650477216645,-1.07616924404438,-0.54180323063729,0.017499407500669,0.857266216053145,0.44646228131289,0.400992311399062,-0.808466953549819,-1.77684342484541,-0.841815098740563,0.459417579288444,0.603647694710665,0.770571952859526,1.37284902827135,0.143990202522818,0.732195775254023,-0.716950857476495,-0.552261129650674 --3.27898431963283,-0.683797271041848,-0.417787781888755,1.0225780824528,-2.58398717480591,-0.363711161083645,0.0477217431193736,-0.53835997051398,0.744254636564093,-1.15479526819451,1.06020190558457,-1.59777516250397,-0.357627234707083,1.62752376100661,1.64989103272733,-1.39404690875508,-0.268308164318899,0.728345302281938,-2.11592682843759,0.272381221246264,1.55190850691991 --8.2923167206242,1.6629786051937,-1.29369277948954,-0.94938169998389,-0.550544769509272,-0.0346343277246113,-0.340821436082337,0.651301970470145,-0.686918304510636,-1.16659367326606,-1.37584558563041,3.05469434439342,-0.973466503554306,-0.64472361926883,-1.6844912690798,0.261675577462397,-1.20483266571772,-1.44810429148605,-0.347446341727883,0.176104312139335,-1.44262990569656 --3.84906608277414,-0.571670013504858,-0.972216200478117,-0.499595142990298,0.47085317248301,0.0608729022227518,-0.134590951511474,-0.221508694935435,-0.753804957351979,0.114958749673136,0.818883386926017,-1.01783953397646,0.399068472538059,-1.28109829635526,-1.40464159704242,0.674130835708574,0.408779297980238,-0.0017180127828381,0.207940786531319,0.536960005368608,-1.27763140324523 --1.64815179897149,-0.0354586911279018,0.36473476496979,-0.226801260968459,1.27655027896897,0.421204333606079,-0.966826339641343,-0.645915076360081,-0.110451195837946,-0.420523594496773,1.11686416499413,-0.521519391434013,0.271364446103024,-1.12173036188788,1.12709713344292,0.0605531013158678,-1.96669938715947,1.23968028001697,-0.72737499036658,0.36264339852578,0.191142818718607 --2.29011865850723,-0.397062310428713,-0.498202826002615,-1.6911118352093,1.19130576602727,-0.587781299840105,0.19244504056132,-0.696201484811236,-1.95379939819444,0.257385400374992,1.07695688901098,-0.840554254974218,1.15289412933086,0.980522283623761,-0.0740141647426294,-1.42856711854018,0.881401834317529,0.327593981364703,-0.879430533109266,0.139211529514726,0.176571703537693 --2.28013695596211,0.714734727528985,-0.246049672305268,0.977826918566448,-0.202895975789677,-0.299328927289811,0.404737503462085,-0.640656035988256,-1.19169856680727,-1.06714664887207,-1.1239574277468,-1.52834971062539,0.833863180447023,-1.61083183738756,-0.30129294445808,-1.04852495778494,1.43930685561499,-0.1848388068204,0.594401859304333,0.619557692955356,0.876461736909041 --2.0427020726651,1.26745459510342,0.121903542902802,-0.954006313441049,-0.553672427555947,-1.06719646885086,1.28575963449661,0.0200694515017171,-0.10671459391094,-2.50860402551427,0.439510114894585,1.81484430088845,0.198719583570135,-0.702574848824762,1.31768804420128,0.138588327703561,-0.012271242585237,-0.419771556389929,0.260041546948374,-0.988655209163828,-1.4837355341848 --1.57908224120624,-0.356786331598333,1.43939973025884,-0.702488323405161,1.10376157926633,-0.0638981816348578,-1.47140023409622,0.387284719521364,-0.536518232023315,0.407375620929529,-0.891176661186957,0.382239000488622,0.915741259228493,0.553176028361517,-0.218473256984288,0.386753950900948,1.18991350853844,-1.44895923706964,0.660416972054441,0.819914809957101,-1.92223588129203 -0.0644544850749771,-1.02532295695037,-0.340556672974915,-0.262234849072156,1.34190837765082,0.140817517376137,0.10129319783168,-0.0663917254791701,-0.140149525371863,1.43684793267958,-0.783791853045688,-1.42344547976784,0.559200798852829,-0.619883764604437,1.34571805146662,1.75133860290678,-0.539708759588717,-0.795811425410087,-1.02168344101504,0.140385260743099,0.466137474246519 -3.0418316693605,0.409716574406179,-0.865650257015692,-1.09890251639702,0.603851265818751,2.08982732493855,1.40610281496943,0.780224809150274,0.116513635293006,0.255253706499269,-0.291492812531068,-0.490713884534255,1.30219470825355,1.15900215845259,-1.05857809465901,0.722595436780343,-1.13223795360513,0.104104390412808,-0.481770544266304,0.464191371604552,-1.3657906110798 --5.76573542503468,0.52975434323019,-0.872369177545401,-0.259931528333925,-0.965970319343871,-0.748409533242768,2.36912298668835,-1.25901077645192,0.0571616242270424,0.0575408666771056,-1.85698278512242,0.207755202538204,-0.836128066572517,1.11422590792412,-1.53150707290714,-0.372959225672761,0.790732602857596,-1.02874338845265,0.412799659893394,-0.206112519175966,-1.12422527060583 --0.558751649141784,-0.36312746219077,0.674443069710258,0.785079444037748,-0.166285293974052,-0.537050511555385,1.46162247567652,0.140010156215812,0.589198707230338,0.165613474560807,1.54720945923479,0.422757954934461,-0.295210040177165,-0.894581421368046,-1.52111765303289,-0.71016624853768,-1.27348857350209,1.19006129368922,0.849515475339827,-1.22124154874541,-0.450581360026127 --0.60250985633986,0.681749393530225,0.537885512092412,-1.1610841461471,0.361700498818641,1.25316978117893,-0.897523129794414,0.974712015646195,-0.527365637342994,-1.21414636647464,0.269803922451434,-0.798541977904793,0.372644488511587,0.493866989671308,-0.32069112433002,1.07579972552648,0.880253502699068,-1.070099502502,1.41880088949535,-0.759452289366589,-0.385843063884462 --4.15930648442902,0.203410754666837,1.99767493168786,-0.997058682089986,-1.39193041252401,-2.08875551273795,0.794085515561227,0.529185336942533,0.162370058681109,1.49771494533475,-0.351040356392602,-0.791014739277824,-2.03207773516852,1.35872396895154,-0.0819104987527299,-1.29777842036072,-0.2261941676351,2.07848830872498,-0.750055213574975,-1.06839941364165,-1.3860983893717 --8.19753047051279,-1.28455303401037,-0.769886858959602,-0.764912357992994,-0.201660091120539,0.528473801522486,-1.20611468454038,0.546119152841766,-0.448475412835783,-0.324669771549778,0.799008471824962,-0.57318767797933,-0.714598159840713,0.155436996046553,0.492511364247385,-1.87321028157496,-0.442055249241638,-0.515841449193493,-0.25745716529065,-0.624908245513991,-0.294878910866589 -4.21870505030922,0.610596484512071,-0.386325897141132,-0.630189312463055,-0.728777633842848,3.56007464893762,-0.615583854187039,1.48558788116758,-0.580790003843111,-0.0871458113626073,-0.0498459423203456,0.309091043160232,-0.0466643579794114,0.494803681173085,-1.84360357199009,-1.27815611072025,1.6128433433733,1.10274449586854,0.243667035372608,0.34828512630287,0.826989995821524 --8.49766488409949,-1.19628844499551,1.04752522312541,-0.627766870244733,0.0689667675537424,0.317612213244723,-1.11554594694276,-0.53112020846819,-1.02082596202262,-0.533220733603785,-1.00382944204371,0.763484650505508,-0.701151472958362,0.766111990389217,-0.237567787500323,-0.639927340762862,-0.9127529311698,0.603795481759796,-1.80271430756714,-1.22665396624068,0.265761833862198 --3.61865079568175,1.32260721680306,-1.40557226472553,-0.511748676731759,-0.290289692879162,0.593540571032371,0.190447515808192,-0.921703902586247,-1.22726703273027,-0.189146784316246,-1.28602859953151,0.00218058015177457,0.964766215359687,0.76586441334108,-0.0153738634822765,0.178223952722141,-0.188860303920815,-0.170024800290848,0.362962323444072,-0.864058011917157,-0.608380106685038 -0.738224909530365,0.374295569153928,-0.488413845940771,0.696524137080323,-0.191501291209626,-1.33643056853454,-0.779357519543208,0.798714677350346,0.394911366600534,0.842142136361058,1.49998674365093,-0.900975142544599,-0.067760131186971,-0.0762752320837874,-0.122603281967034,-1.65790900096633,0.947441838946021,-0.628178337648342,-0.143742192272597,0.878433423198752,0.850189479756642 -5.00809772702511,1.63734154231024,-0.766198469262121,-1.37245557557125,0.977673819264687,0.225363417862649,0.282828587159463,0.712825349047396,-1.22798613439091,0.835352020995594,-0.295226122957894,-1.14540972810667,-0.559675486641131,2.38467325041343,-0.142999192939118,-0.616855692524828,0.251443603130296,0.567534615926019,0.291541435440105,0.0832678687104366,-0.376444002962537 --5.41470164422835,-0.0955938188855854,0.523963201440959,1.16237976559737,-1.52251863938807,-0.2164635371163,0.0742144241609267,-0.588965210593412,-0.528662659660758,0.591626760839563,-0.504601075997742,1.41044910728514,-1.87062908843298,-0.716781796435514,-1.09675806478322,-0.12629099689701,0.568547606913609,-1.83487069934653,-0.699052087675699,0.598528118075888,0.188541569532699 -7.89025941314425,-1.56003209827739,-0.565585734184607,1.50749956683341,0.518188227448463,0.821888969962605,-0.286533709977491,-0.341072361447312,0.437556862766388,1.53368205773252,0.654312183035309,1.22222566038924,0.175422013669837,0.148319015510009,0.84481981996525,0.0192202638797159,-0.795857476094125,1.76856928415853,-0.364478078782426,1.41618696403923,-0.982403853948289 --12.569467320611,-1.3906441436859,-0.382085085802869,0.163585035477745,-0.493869474348956,-2.1515472760337,-0.200167938422396,-0.906587040170555,-0.878592341050388,-1.39531256981371,-1.456010454819,-1.38594899487329,-0.0215684795770861,0.572194417174667,-0.667903364200934,0.701108674313517,-0.663920925918432,0.338319161574025,-1.18540973534873,-0.772807542990059,-0.624988014468147 -5.56577226889119,1.28583085297552,-0.723807615059868,0.176675115785128,-0.351568482233287,-0.773672118023416,0.418987046052057,1.17123352924369,0.991259172384433,-0.0132685296234128,-2.14679184213956,0.988927010293973,0.0565961860325642,-0.700054873958271,1.15735816000634,0.874754245176725,0.685536026928557,1.94804396670077,1.35243024608315,0.054285226295392,-0.618229033119564 -2.37433937619365,-0.607072348513071,-0.0577797281030862,0.282323598004855,1.36977651131392,-0.198583234644265,1.39353667503207,0.411802303455463,0.944064987220672,0.215314853240324,0.491897820853852,-0.494213602914055,-0.648694517418899,-0.0324123076679757,0.707356093550804,0.17945540318879,0.11530829772597,0.23203108328673,-0.920850225541988,-1.27322712355018,0.809955874413686 --3.24840483380147,-0.979931898565523,-1.08235534116283,-0.395263083893985,-1.09608906417954,1.08810735575074,0.435915416422763,-0.401566950687287,2.13730583723782,-0.575497012388114,1.43604078356306,0.272292823609234,-0.500641322283163,-0.266906668325371,-0.961330867478584,0.198728288628673,0.923536907761876,-0.851758274491311,-0.791916428612045,0.339284438076417,-2.05869709426939 -3.89033108328036,0.302427901281579,1.36492545057501,0.261910789346995,0.828389187947441,1.0448045094047,0.34325608781875,-0.154715936642179,0.199334807433902,-0.853382060857789,1.53349270719183,-0.386526125679961,-0.542786956576352,-0.157674824478713,0.167457084195957,-0.775590798358211,-0.530372068049759,-0.406202238351279,-1.61657815810892,-0.311823815871514,2.06429628499189 -4.16432234126764,-0.256897007236222,1.51802618307828,-1.35600474459952,-1.49223319623732,0.092778933364936,0.0765275416807561,0.20661479907312,2.64997520796804,0.927607381743528,1.19719524722963,-1.35215565495433,0.913433247764569,-0.346908628755529,1.72515859227618,0.870990239061796,-1.99832731715612,-0.325611414814686,-0.234640191686009,-0.718111867339902,0.443774428232866 --7.79098532283993,-1.0681926536196,-0.379480021829829,0.654589776219473,0.212220241515769,0.25298900647339,-0.990566535877369,-1.93424061878237,-1.59397226169056,-0.616335144532121,1.13561923482334,2.92431508901362,-1.33694783087445,-0.821243768835481,-0.434822409599148,-0.489827480492654,-1.17989781652703,-0.109392481847251,-1.09075554438201,-1.66150621617519,-0.58292448262587 -4.88097883133182,-2.53138815852049,1.65460984067679,0.0380063884595621,-0.732286236591039,1.37445780196978,-2.10926502469979,0.892795055633912,1.9871843582975,-0.520516215619324,0.180196946560035,0.800530972574628,0.455582030386516,0.385384803868025,0.29319433211389,0.88128978887578,-0.401819097530742,0.869390118385665,1.09587510446639,0.204854934425013,-0.0043521327293629 -5.80507011462834,-0.450927228239281,2.06870667927046,1.50594955628169,0.0357046311030057,1.20767214869664,-0.24885041645798,-0.738631444217461,-0.715308438617008,1.59615815582431,2.03682294588955,-0.264117306010639,-1.16069636366233,-0.359026460142385,1.10457669477381,-0.34517598334647,0.333825244001439,-1.02290640378688,0.039755234388847,-1.15803348650394,1.00571462732062 --2.20895615235874,0.354411230562417,0.805215885024382,-1.4688593723378,1.18099325279839,0.563156017806119,0.0556758827498206,-0.257351043011803,-0.490484157346243,-0.320027080701269,-1.89796540476097,0.0588223224722864,-0.670947892265123,-0.425562081637267,0.223100160113536,0.0922026999955905,0.19193913131122,-0.68403222377941,0.313947334430451,-0.716065893235139,1.06347142100688 --5.97123650727792,-0.34897839180517,-0.832936441934683,0.386456550212503,2.09425685624153,-0.240266761303008,-0.950516337160708,-0.682212502310057,0.0616568604524623,0.777932263654067,-1.21284236065717,0.373533698812639,-0.361845957153937,0.329048735928136,-0.170860513208717,-0.133448038901021,-0.918167147844328,0.144499908150389,-1.79259055261142,-0.951044786127507,-0.0809276964279892 -6.97338891652062,-0.146078923768904,0.0380283728716565,-0.0275658381203508,0.768204630134142,0.974546458640346,0.740582662016413,-1.19652160545064,0.177365332312103,0.542683854197124,-0.249696007318827,-1.30637625390425,1.37036503249077,0.931371435788778,-0.34371202384449,1.02714783527408,1.22488653244413,-0.535232013100355,1.11470326811122,1.28627719468733,-0.315761700658441 --1.0910629337486,-0.452584202475727,1.39265813850001,0.518220191401012,-1.2328259712921,-0.0123353199444112,-1.06564273423595,0.396825512523324,-1.21047244217115,-2.19033471795504,0.128786088218027,-0.381604589605555,-0.546163368459945,-0.446957739638373,-0.205819006112104,1.69649849722333,1.4264980826421,0.40127910439651,-0.158502161443826,-0.0502715606664409,1.90040405845687 --3.01445403974641,0.234904199124085,0.392230051641249,-0.258322454560849,-1.29682867121147,0.377588531868138,-1.78579173036941,-0.162440612077679,-1.02559377800868,0.132991066858328,0.714272795887068,-0.353584596554681,0.749590417224491,-1.85382098505388,-0.134515591960269,1.54216947981545,1.2203009631857,-0.170506314315992,-0.434461136738777,0.215919661957872,0.0193242202297163 --5.55526416145269,0.701257771476921,-0.193223677993243,-2.17133500851571,-0.195619791681111,-1.52493621389246,-0.0567279157981257,0.527827433964806,-1.03787940306128,0.887917869720128,-1.01048970829588,-0.569869408355439,-0.338096081204609,-0.560690085966262,-0.817119069389382,-1.78712517879687,0.173382966313544,-1.78588872319837,1.63535404551677,2.77307375904654,0.152403600061626 -0.961683125913031,1.3265983154971,0.566647530745479,1.85426659743157,0.527352216299914,-0.194787764402939,-0.737715546654752,0.153605111077744,-1.13481077740295,-1.18684477645921,0.812174772657831,-0.196000062232589,-1.09722568648626,-2.30464575819624,-1.45978588626789,3.1616329206154,-0.198983161449692,-0.342492469548116,0.568455233838736,0.200885655940947,-0.0229420461835094 -1.67437751029923,-1.57313115107482,0.598189922951529,1.69412861120235,-0.835537442758523,-1.12474267025177,-0.223273033316262,-0.40183177694335,0.822882181543457,1.35818573323301,-1.8606553157765,1.57800511285312,0.551608210608919,-0.555257760905055,-0.148433643754835,-0.0150199704617617,0.515778837875661,0.361725080994544,1.24591108017442,-0.838572947397981,-1.16899881256131 -5.51310253816699,0.218282970836713,-1.65879197682376,-1.11319134052944,-0.278438817782382,2.58089633199724,1.45013763062267,-0.648316919568654,0.935259394188906,-0.335377372348089,0.85802404390665,0.637075634983995,-0.629469350804343,1.00370719969817,-0.119437350023775,-0.638166815773415,1.01937710803631,1.01842668276496,-0.182567278172681,0.61392244368729,-0.346116200985048 --2.53207275103782,-0.2533353660474,-0.574121784980545,-0.468866193830773,0.279761936338806,-0.318342276439956,0.0847748161081123,-1.57176031923692,-1.33986690964833,1.00791324976794,0.300607373978149,0.511458739837373,0.388729831123032,0.0230787928474005,0.892572053118822,-0.805469400944633,-0.0475268286311289,-0.0457044760820471,-1.51484382996752,-1.05604984688932,2.52701721192829 -5.83143530251921,1.05290401267231,1.87179433397642,-0.670226069121752,1.01325338086952,1.23463332070655,0.249074997551317,0.952745058947955,-0.311808975007667,0.997649261439993,-0.462564551527617,-1.42352247481275,0.565614007630637,-1.21961774767313,-0.453414571345165,0.796429816958649,-0.0204309183410511,-2.06157006532629,1.38481595530582,1.20931038942891,-0.257818774819414 -2.5250534947794,2.22304446114516,-0.533646953917932,-0.366228414409537,-1.34136882308196,0.287577931973562,0.530532391905728,0.981746862678664,0.419897009443527,0.885886166586294,0.210845437971725,-0.944903587075503,1.06231666204159,1.17703038345699,-0.856381928644407,0.342786031616793,0.461357476250489,0.5759334021452,-0.231090440311157,-0.838475606034043,-0.694202641972906 --0.548461259778994,-0.00785426278295549,-0.518455971320419,0.807475848328756,0.152296666937285,-1.20235802006861,-0.837041957383668,-0.534486444753514,0.339016640855732,0.663311868257638,1.89633060314122,-0.367802173381841,0.498789582340782,-0.0225041419603693,0.434201857690703,-0.126496666291872,-0.709459888024386,-0.502464398871966,-0.827816698223487,0.566289739564078,0.44660606075459 --8.90282763598207,0.428501681366459,-0.085971670219281,0.0994719459933993,-1.19841650144967,-0.97374497960161,0.375619925582184,0.57242121285167,-2.54809555839358,-1.34068649156018,-1.29666006120014,-1.36499645454661,-1.06306676707904,-0.754475806327293,0.0071045349120003,1.65917098402149,-1.95017082337801,1.83713385059857,1.43209352325528,0.315594458165445,-1.073909341816 --3.68986707620422,1.05633848190142,0.143997160872127,-2.1305799991918,0.102385615335139,0.292312857838106,0.379867413959869,-1.23963545309912,1.28499149441678,0.652930594308195,0.545149899947127,-1.42434739350551,-1.85646339921171,0.40745102692264,1.46575707763983,-1.02358683296908,0.916294351504342,-0.307944431617558,-1.44957251100162,-0.68206369197692,-0.222811663670509 -5.28994680656679,1.52170120575052,0.560456831333137,0.671059376419316,-0.101168966992254,-1.61779697597933,0.150150559239995,1.19162849318873,-1.40802426598995,1.08401988096148,0.535974906134066,-2.08053962279094,-0.382188189059368,2.35893960062212,0.742240960040074,1.18551332906641,0.615215392413874,-0.086828826679271,-0.515426438417577,1.9111212932061,0.129798378008261 -2.28214602222325,1.19958805043073,-1.78811380191371,1.05835643964543,-0.288574522104182,1.81421013429033,-1.22150839426077,-0.0669912615150608,-0.490217463480015,-0.260175420997061,-1.3068895975772,0.569625651110726,2.3775982609265,0.399750708971781,0.595387883659403,-0.945677110589727,-0.522993323622203,-0.915324817222912,0.49415594641937,-0.359117495506093,0.054140873362736 --5.94762081760519,-2.05890426512279,-1.17071244369422,0.855787329111912,-0.67911869393041,-0.345133411816568,1.46093032717676,0.66328179106928,0.0227579822054775,-1.04920354657648,-0.431925161755673,0.363454579787574,0.286837376309946,0.644119772608674,-0.963772462278341,-0.000128825888436576,-1.26876227050159,0.811854421974339,-1.2396938626204,-1.14201162366541,0.398443368400825 --9.80275871086637,-1.15662732028705,0.0945366043801355,0.395685227921206,0.56495258886946,-0.280147149983582,-1.84961421974499,-0.579150946039296,0.722647179467819,0.494223768417268,0.508713804829686,-1.09838463798409,-1.01464066547252,-0.342167624835604,1.08285687764782,-0.662214877438525,-2.59572637077984,-0.513242298358328,0.639847599210407,-0.769786563566401,-1.65792425655086 --0.499063710744636,-0.304085271963615,-1.40720838695395,0.536654670592802,-0.915189010823602,1.50131160203398,-0.722724479993416,0.363603338255997,1.06378784784516,-0.134301786713053,2.21880680903521,-1.39854456179597,-0.762968607090935,0.554354468683597,0.736197113096986,-2.46661240915587,-0.909876872884348,-0.160428341780559,0.381782677288041,0.509937789794877,0.488550770443002 --5.5058577243337,1.89912736968198,0.32658192241682,0.261742815489767,0.655444501657116,-0.284790589496862,-1.22530286921183,0.168418271706583,0.892055366209247,-1.3556300276135,-3.24756322537807,-0.903920231605214,-0.30718587250426,-2.78283988743929,0.691739818814048,-0.471964843131584,0.254648288980405,-0.462228086092788,0.57497815755539,1.00063206349003,-0.31812113631302 --2.71357390076642,0.141839870066516,0.0857491567421225,0.730952575894616,-0.191065987679472,-1.25137571627705,-0.677933155800518,0.55933354607778,-0.188961014776102,1.76836633240168,1.1803256788423,-0.416481942325589,0.312503313670474,-2.23673116248959,-0.113903341441457,0.146089849561158,0.611081438416897,-0.943550159968009,-0.274326586194886,-0.191478233887869,-0.152011902945932 --0.630565883239359,0.0923232740268209,-0.337243236782807,0.689701115583282,-0.164176852679328,0.158598611009117,0.677342674937283,-0.805080362832584,0.293978314517936,-0.481140456670688,0.445143999024051,1.91802881038843,-0.350231201458878,0.853935378461416,0.236977159350055,-1.30597667389592,0.0454114946155252,-1.66560141067491,0.281896691440116,-0.84746537896807,-0.199614915700985 -3.03182828564462,0.0988041281826466,0.1102492301245,-1.0520315654792,0.754815923231396,1.37889743672013,-0.814180997164994,0.681534575391863,0.290273822060776,1.07432198813637,-0.639258498377005,-1.82896859270398,1.29065207148373,-0.379625871673636,-0.295281161517343,1.5087285396009,-1.44317152702918,-0.31353289606293,-0.339100983219269,0.415088187082849,0.495075890576687 --4.93745570028395,0.592971270767441,-0.584936206541933,-0.635065808683368,0.453164052995034,-0.375898666657467,-0.374644072333253,-0.415394269712593,-0.386732989937689,-2.18404167035027,0.367901431098932,-1.69913238957921,-1.18171941829386,0.274270163173214,0.911205154309898,1.37737998495113,-0.917603180824427,-1.68656537855243,1.04002138043419,-0.836380626206154,1.26571551275906 --2.87220496836115,1.27484242433872,-0.295978855998698,-0.680307173714964,0.564347805112467,-1.25185252288849,-0.568072498754075,-0.907142514375427,-0.51576280378398,0.912385378669072,0.745697114944186,-0.00681816684185958,1.46416201357325,-0.312400533767895,-0.88533605287671,0.156008235621167,-0.617920165510528,1.19818415610877,-2.2052877491738,-0.532500535945749,-0.788739034347294 -1.75011753564996,1.00698981067853,-0.0568146041300389,0.97002872767153,-0.56816141832096,-0.323587664624636,0.696546719046077,1.27312392706646,-1.64185744970707,1.50799454866959,-0.451234058784123,-1.00166964528149,-0.858875175876836,0.565544646614046,0.0147080574384192,-0.895514511508791,0.0144326413345813,1.54820522919035,-1.24829399219592,1.6517662878782,-0.863637345549548 --3.25698644424297,-2.36182966438966,-0.860512630777175,-1.86361368517697,0.252364249451375,-0.480442513256109,-0.204784511146254,0.609290109181206,0.845681881031136,-0.0959796208345749,-0.0533371374221996,0.869622286740038,0.41418018185155,-0.561438309917262,0.182855082540624,1.06670500635734,0.532922532342291,-1.8332253474955,0.66242703721551,-0.832641498321217,0.0622861090896406 -0.679336132619987,-2.10406016701808,0.56151328182464,-0.618316460408424,0.438814218873087,0.797399672670583,0.463679059786641,1.68682274538728,1.21492603297288,-0.611833626722662,-0.186314839150192,-0.445148111340351,-0.215128170618857,1.1613342142391,0.253806538993777,1.5584732392361,-2.25624873762947,0.904696481112618,-0.956295326986282,-0.414722431628152,-0.352048065536066 -3.09708727421252,-0.0844394715433643,-0.376123646451515,1.51301307791845,1.56060420035796,-0.699433859656362,0.776433255509584,-1.93961446397213,-1.23359625991068,0.822143771242321,-0.745803846869744,0.577173386800588,0.888915321691877,1.11153662510123,-1.2998520336304,-0.552887391551094,0.692986444056871,-0.190524803429997,1.48525497100728,-0.434850872788343,0.0636168289015992 -4.37898008417705,0.756329418893765,-0.736660637478007,1.38074921628997,-0.738424814653827,1.20854851759548,0.0861069302813396,-0.288786133183393,0.432835598121092,1.10852388026089,-0.351045198088196,0.853832104594265,-1.68647710027287,1.40834562619704,-0.681969306208894,-0.364724392377489,-0.10233270569659,1.07712805644797,-1.44765784469418,2.28622137039413,0.120235203934475 --3.38287837332275,-1.58071605182192,0.0544194627416313,-0.453834966580039,1.18170916222065,-0.319712401159077,-0.18830757016857,-1.85898359912809,-1.34193240183398,-0.247550407674237,-0.740532089316586,-0.507376670511304,0.240774958856011,-1.29417802523721,1.07635463830015,1.9990272369491,-0.103243535595013,0.790124406382182,-0.308852724373487,-0.205810357707129,0.230083758700239 --2.30470462428991,0.707245954901412,-0.626418113360129,0.0807378393212091,-0.544741120120076,-2.2034038245786,-1.6997313066238,-1.39684230809769,1.23957955054786,-1.57807720449134,-0.790994732242431,-0.23412386643241,1.41923664814149,-0.378530808199272,0.827090685210333,1.17924268250955,-0.42306529878604,-0.735896299537407,0.95999388564169,0.261210071788904,1.54093475280549 --1.68857299511657,-1.04598767279121,0.196627094515676,-1.14049343782603,0.188603398419644,0.39428636056178,0.0152829125196422,0.379254098009501,-2.38203717959086,0.906619402648863,-0.353652057482465,1.84676023012216,-0.293770512340879,1.54061809222594,-2.05755193949575,0.107424868221897,-0.287225630664921,0.505754682219369,-1.1595389818799,-0.356794192361058,1.24791926413009 -4.85030640587571,0.259141334355496,1.69612584199572,1.28208579443667,-0.0509779902529662,1.08639371100914,2.15912663740356,-0.25642614234908,0.823812773252969,0.317252108964904,0.732418896387927,-1.33429630574773,0.495588164351977,-1.12052901900057,0.553999099863138,0.965231156384588,-1.2801196942384,-0.584018775468628,-1.1249365600348,-1.39857830890138,2.29943487831116 -0.216176353128302,-0.00168481801484885,-0.69740816319231,-0.0951092485472643,1.28703491134752,0.616397130149539,-0.386245684459298,-1.11994024432554,0.0836655078957936,-0.475285413775923,0.712451411025367,-0.59215832902067,-0.0658152963733908,1.12862286300914,0.42467168425443,0.539408927550224,-1.98982037896561,-1.02735861321945,0.735702168977188,1.12553401467271,-0.566044252024448 --6.63292570907652,-1.1755530761172,-0.457855233599964,1.55213953673418,0.514303345789126,-1.69020475825379,0.413136910569748,-1.42636665158743,-1.19131693290558,0.0574374644864725,0.55586659349017,-0.134153510781063,0.555257110843357,0.320182897894972,-1.34598967933645,-1.47874723278725,-0.282632548133352,-0.993238684853626,-0.660725247938235,0.503838806705781,-0.169993234001278 -1.5615307096744,1.7446287628424,-0.329601139619215,-0.132161151429524,-1.73364480360572,1.46102593914401,-0.883544594345376,0.0772362119894955,0.444649072608341,-0.910494048017493,0.22921763989122,1.55841598842661,-0.47917845395268,0.81585920073798,-0.435911850505063,-0.170742314617912,-0.131967652708192,-0.776776678993558,0.338654951190846,0.315547661734372,0.305084635054702 --4.2932052182315,0.718274506554942,0.91711242924382,-0.392699731930138,0.0285745771294783,-0.19754112589819,-0.801521546671864,0.368883487214773,-0.789108245226312,-0.129293400621039,-1.33614870625339,0.833722442264281,-0.98476098939575,-0.858659344991838,-0.111688385116534,0.962256972378047,0.0181065292155902,-1.50304377996391,0.218495392746926,0.563414685110578,0.24594073197101 -8.76783436629943,2.86214274756396,2.14342659721431,-0.00521818621538887,-0.938157374228182,1.5460672803892,1.28878444592066,-0.603767024193459,-0.55050722219322,-0.643763905536314,0.2457166300182,0.182309312979005,-0.660864102688103,-0.258199066712132,-0.380370008575241,0.754848326230959,1.66581490665085,-0.755517276491815,1.05407235197795,1.90021634283346,-0.0596610699841164 -1.35955004598572,0.717986146751108,1.38296024526099,1.37305220612753,0.49092205285289,0.139913631285424,2.19036701832923,-0.531564365558134,-0.499185877114615,-0.822034934491042,0.495742264626758,-1.2157270976952,0.165010182293662,-0.749738255331604,-0.727901696948189,-0.854312979935088,-1.14818951985462,-1.11199439904189,0.22436763627804,-0.0501809624304522,1.0017086774311 --1.88833937959693,-0.329271870686812,0.568915948935881,-1.09469385647595,-0.586132698860591,0.58610833830711,-0.9158070023562,-1.20754285207764,0.699344369002462,-1.136516681596,1.25303808760925,0.445182084708908,0.797583517207585,-0.228995294256275,0.524745848921357,-0.985140654155161,0.636892055048165,-0.118445695455565,0.589986280171536,-0.0104527101521876,-1.72213691243651 -6.03037690441401,-0.130479534484138,-0.702813169398173,0.727178590770644,-0.56445884087271,0.981534062894589,0.342143149168971,0.226255649171765,0.461132215464614,1.06893124851183,-0.689473866065575,-0.119424616696977,0.398216155279129,0.218136770578139,-0.508220993588252,0.0231944903905076,0.273907025688161,-0.292381969633461,-0.0976552375391263,1.88997521389988,1.05961788614138 --2.94050069332328,-0.547328149032133,2.25421514206153,-0.402272941147644,-0.162666658113369,-2.06337320182925,-0.545871700834308,1.47186164614567,-1.54949126777309,-0.451840265197622,-1.18787022779055,1.60218103100879,-1.57269271724624,-0.408626367966593,-0.583644034015457,0.301259404888185,1.36414666416625,-0.49467412524193,-0.680436598763334,0.925760653026339,-0.945999499121957 --8.14922596359389,-1.28176030084847,-1.03169670115199,-2.26626759646109,-0.239572337577716,0.0263936839988254,-0.531153765747697,0.744759447048954,0.0455151855494543,-0.617062710594391,-1.36541066279009,1.53370554674967,-1.56228041658873,0.274551002478879,1.19040624130053,1.11717173208682,0.90859572501055,-1.5813749760641,-1.78761890868963,-0.423739831463953,-0.543645531677488 -1.19454697680909,-2.17051157974568,0.0489943487709183,-1.17632271670612,2.4886641640408,-0.178203836405521,1.13837149297168,1.36375984160158,0.407349829161833,0.401649721083477,-0.758518786433274,-1.63570952952716,0.0596212636762336,1.00018497260389,-1.9391444151238,-0.725655982716047,1.57328324004952,0.700381895670693,1.68473159364378,-0.727122818685656,-0.315007648872627 -4.96741238006163,0.000563215578913007,-1.49660583090466,-0.0654393780639723,-0.311023670343894,-0.166600622708013,1.33356765036614,-1.72741214271225,0.394048748461094,-0.0819137351449142,1.05554450071774,-0.127202475895759,1.24715601762724,-1.0062035084571,-0.624978558058966,1.4816623134891,-0.155767360427886,0.0950130939934764,-0.760245443849571,2.9597409493111,0.953876251535046 -10.1867467801015,1.54400160892158,0.0607870848428113,-0.536435540388604,-0.0983995275773881,0.638575728221599,0.0752408015302384,1.75261018826545,0.383807625516092,0.186604093981543,0.504875427816402,1.52942289032598,-0.0757412177995333,0.880247057583508,0.407325306376221,0.894211583587361,-1.46233642180001,-1.61602244147241,1.52129429963773,1.79054378710369,0.940743447616059 -0.531724009859252,0.388594092073413,1.13212036659759,0.133397814393182,0.586512765502169,-0.177035480382799,-1.26594468862501,0.584299491795477,0.526950532080818,-0.764194483912733,-0.13296041951462,-0.816486249247674,-1.05415946277351,0.686884047481013,-0.24221934005443,1.00481139509744,0.324550994519268,-0.231020537293985,0.6209264312421,-0.544151972434352,-1.71313507165611 --3.2126235982019,-0.314827946205171,-0.610692298651687,-0.88877357344057,-0.109401172285239,-0.386148892875284,-2.12473269796932,-0.559004580714988,-0.0256853887201811,-0.964122239061915,0.396369725047828,-0.853938793942748,0.465007531391724,0.153564618870676,-1.22566122530666,1.73347648534781,1.51911564752698,-0.320771630680533,0.0966004857785626,0.336418095377294,0.0106536848212932 -5.53905262513133,0.790833341491719,0.945219786763031,-0.518789882725543,0.946109659201983,0.199442659361859,0.255488371632002,0.519060828322507,1.09492077930367,0.0858800281623243,0.542221652287167,-0.830451801486875,1.17705869007798,0.168375014836798,1.84517277990087,0.179918403729242,-0.653563961520881,-0.888397558690537,-1.01393975441508,0.512895288564008,0.250228071739728 --0.752646865079388,0.18858559056274,1.12043321706759,-0.134633442567421,-1.88518162200382,-3.18542040374572,0.253383051622332,-0.70034222266352,1.2688972597614,0.788639506810618,-1.16679249614772,1.23603309050389,-0.0937764158358983,1.69630852322834,0.309590067865584,-2.15729499819272,-0.16190968290158,-0.396871891322709,0.797055445675981,1.11937691698517,0.447186633300137 --3.37352350416178,0.584341932602842,-2.22510501713994,-0.686784439171615,0.669221806325289,-1.39351207641187,0.134069215114394,-1.22972919921178,-1.28890974357487,1.33718099667066,-1.12017266116952,0.8859727114044,0.970494253184694,1.16209039037051,0.299349384975803,0.575344468441181,-0.204854382466422,-0.0434114799739114,-1.50436341201824,-0.55759364076827,0.933705710686291 -3.11788157051725,0.514992388265937,0.854986705919063,-0.0227415356544433,0.184742101991841,0.977262850374329,-1.30415966342381,1.47239305462098,0.308437028428222,0.198660749374108,1.12791281785136,0.677391626203966,0.638990847769449,0.807981465846957,0.247889823817171,-0.812669194369844,-0.607180327563205,-0.480935413214033,0.26959294747418,-0.378729902628088,-1.33289399040653 --7.22637837154396,-0.17023434635851,0.451643353837152,-0.494523712679471,1.24728987694293,0.255095755151087,-1.13194491967445,-0.780381107615161,1.07201278938833,-1.22648610951773,0.803122358153714,-0.951097144412523,-2.01960610097109,-0.0190351166308274,-1.017919257473,-0.258701333119769,0.883174201218879,0.112414010811631,-1.79396440733841,-0.604033606609477,-1.5029329355552 --3.54642071722978,1.04120211544243,-0.673752497423343,0.769060572277286,-0.78400802068813,0.66883588301796,-0.167979396065129,-0.181801466926064,-0.990511209136482,0.101192172391574,-1.70554734727681,-0.0426116854080433,1.19557841834275,-1.03116582764245,0.22421539514624,-0.997832974631817,-0.476897931713981,1.73640883239013,-1.07127794287012,0.554657957786949,-0.15889388394691 --3.39401464335431,0.321152384880494,0.29051723614312,-0.617850223740845,0.791240224743797,0.708354787633674,-1.00490949020201,-1.59425483065891,-1.17620906095355,0.868484262309167,-0.365006670673606,-0.77254817353525,-0.150523298481446,-0.213350309143115,0.043581213145538,0.0209693924490686,-1.553178178457,-0.254185198076881,-0.541636390939373,0.899067750166638,0.708767041862901 --0.18749791638506,-1.55759253982208,-0.471983289920366,-1.75235414560899,0.353064136726488,0.697707241598366,0.882859520918204,-0.499621177962602,0.355894249551551,1.38044725727861,-0.699605889619192,-0.175626536231285,0.31804182109485,-0.0925965961593527,0.251293191379912,-0.59216536567704,0.222680260939927,-0.220100627112185,0.872302260947612,0.343497765598169,0.186010588993528 -1.79463787940136,0.626407794577016,0.282109102262848,-0.152148135329178,-0.438889606360176,1.51578174903398,-0.589453075737389,0.362420417405066,0.864521747495061,1.17596446758956,1.59741158973047,0.107869686372692,-1.51647592706404,-1.09762893029456,0.309603219993006,-0.261800162557257,-0.312805793235981,-0.0302598475909333,0.8647931830479,-1.30174273167231,-1.47621389026723 -0.557565714551563,1.97365008215243,-1.34457641564368,-0.877856561810455,0.525104468076317,0.108576224016083,1.01118799057219,1.27497414932613,-0.54748868312897,0.319040844537778,0.139626339597942,-1.84955441244488,-0.0513810446849599,0.656127929230433,-0.839193300177199,-0.881608778369112,1.09228190675029,-1.47922662278084,1.31122069972878,-0.312976260621355,-0.387890232068837 --7.61555080926346,0.303483261547269,1.22287767222204,-0.147778921820615,-0.344465411764575,-0.555697058543816,-0.710623022043631,-1.07025400389785,0.624925265997002,-1.26649680528493,-1.06951745213368,0.470525067280727,0.558421837803907,-1.11732596734892,0.0213017690263253,0.940118262835999,-1.10171541051079,-1.24412511585769,-0.510883724356049,-1.01938765544472,-1.36732023825647 -1.6344298935423,1.98956325580343,0.0316389654590907,-0.378966072272224,1.08890901588008,-0.391313126996726,-1.75441316057607,0.673811498798278,-0.30754987636951,-0.359368541952132,0.738516377772336,-0.53137383217372,-0.50119439514608,0.517629518036215,1.17583404330816,-1.58228646863249,0.79159222253133,-1.6408915952589,-0.140917236358405,1.33564202602824,1.38224824131447 --5.06902776615101,0.48032604872191,-0.347258237690739,-0.303501295364723,0.067897304420354,0.441106439480139,1.0139424373788,-0.477297336003649,0.684562149116131,-1.28990064872155,-1.05467794020259,-0.952573873966933,0.587859070254468,1.41467910936096,-0.648073264525174,-0.711058058020238,0.190880132313424,0.544428404579577,0.369431971127647,-0.178409673416271,-2.83054623047698 -7.60314566702747,0.545158174960211,-0.936590633776952,1.91421826697759,0.00386744357494721,0.876350368951168,0.752983741074928,-1.0687906081914,0.636022859968821,0.0313420042321573,-0.232164011697028,0.74739085783258,1.89130330022845,-0.0881676957421286,2.11725660358696,-0.759407899589155,0.294340468364692,1.77333371537152,-0.63789264579066,-0.604701586035213,0.531632963971643 --3.41501230392549,-0.23264168238354,-1.80622607946009,0.213205460654546,0.51261064118506,-0.0177221008482556,-1.94439009705721,0.264262453746993,-1.02470665827237,0.37290029200146,0.985569947232196,-1.39943840474051,-0.545214090360392,0.0604599222273406,-1.96655016996782,1.93266251290644,0.846263792290629,0.712088031192767,0.432401998600355,1.09407559389596,-0.833816331524214 --3.92243263434685,-2.05612468471865,2.53416823668343,-0.265762183025992,-0.0571440130767284,-1.56827600344912,-0.867680160836293,0.683689764013772,2.25917100122103,-0.893629433405898,-1.66931250493894,-1.20691565640108,0.608362375915732,0.420850045606855,0.197432241866322,0.2888570216829,0.0104070445203384,-1.49628253953612,0.171728401000967,1.38977928127129,-0.43111621159947 --2.33785182313216,-1.14736073872033,0.290442091727815,1.09076920183484,0.839765357728409,0.342663296205676,0.66263281618702,-1.11417485188517,0.0687444221771763,1.92055142550973,-1.12981239003637,-0.531536379312376,-1.26561901413331,-0.392259704808317,0.460825095915743,-0.777981208649216,-1.03762346247403,0.336831955582098,-1.10010604016268,0.131073119130797,-0.300276132049522 -4.55445205473102,-0.18005167444172,0.512816761339674,-0.0717305602946868,2.05500191252967,0.636333940962793,1.56910936792791,-0.342003812393313,-0.839351733190945,-0.904844669202118,1.79707820948471,-0.521777610558758,-0.317194909080945,0.134982008497655,-1.48085011654265,0.736141590826815,-0.888656082879781,0.358556090396227,2.32665316608318,-1.45312701660695,0.604277483755813 -2.28609181727556,-1.10031467271034,0.00624667174334238,-1.34874464762403,0.38655317634396,-0.885094743730819,0.647329886254958,0.919455921402797,-0.401154892423012,2.16319254921267,0.350044158818315,-0.493342219284867,-0.787918520527951,1.77084458997521,-0.847423495719463,-0.217252238270905,-0.439289892378634,1.40095398222142,0.690717107205202,0.369199862563623,0.0921364665251621 --1.57827788604097,-1.56891365824098,0.150622476696101,-0.00465326818843847,-0.103219540576512,-0.0898477721601061,0.151055753971114,-2.3055600354583,0.283335494430892,1.30332117336716,2.57386948444615,0.412154870737898,-0.870305195332227,-0.876976663985965,-0.664244886240336,0.244002451063473,0.22669775194774,0.0907450884110215,0.1374916096474,-1.61473573514423,1.70369706747274 -6.1475404445178,-0.0483432112568491,-1.34757752651769,-0.404035051257884,-0.591416549886242,-0.213376933743284,0.105445828008073,0.192153584020496,1.43415433303092,0.7389913019739,0.315220333248783,-0.0514092491211302,0.982080737384095,-0.569052286408211,0.88810250111104,0.482262495944027,0.586880935697476,0.126580372557458,0.660889669320019,1.45115496671758,0.915237338429126 --5.11545142833496,-0.597890122244491,-0.0404009296269993,0.572304985597786,0.253010177004301,0.953751183720183,-1.40615835638013,-0.0915466824975452,0.702466519149246,0.28008970776548,-0.332932636798372,0.164896704919052,-0.961448069921005,0.0862815861317789,-1.39511370053686,-0.628427103189296,-0.636293320144429,0.747699814912753,-0.166936536903814,-0.114013765447181,-2.4435909816891 -1.11435624429232,2.4173392818266,0.852086861266736,-0.935762568212427,-1.50406305679668,-1.22738245719531,1.54143952459667,0.953362955694433,0.0898346818327183,0.279663311269926,0.930241563452782,-1.14245181250486,0.94374667946041,0.810209770002182,-1.38616094724711,0.2739883573157,-0.601507741641406,0.531312316427723,-1.18093788361536,-0.129533000013042,0.0800793841031942 --0.687530822347731,0.10958064066004,-0.429210805383921,-0.704449033928867,1.85339815796418,-0.13281396648755,-0.0370651942908899,-0.891385208188932,-0.561949433064668,0.462469031579,-0.0178896153719671,-1.59731837545467,-0.146580348498483,1.47465803252178,-0.100291347486467,0.00828516898493178,1.45763860625878,-0.854651381167806,0.479557081218484,-0.433284472233665,0.0859780825053995 --3.4532328554208,0.449952010308511,-0.140487845620171,-0.755684313087419,-2.19590565806322,-1.97639843996854,0.263887697059471,1.60095525044054,-0.332947747126479,0.33197803422225,-0.237534003790114,-0.0523994928180418,-0.0852238281049543,-1.33700964176679,0.425289308045442,-0.0845015451578434,0.543752614799649,0.0563494619527372,-0.933399775771791,1.72737864555892,-0.760396375544553 --3.82070543779584,0.490773929763703,-0.464500207341631,0.267101181148991,-0.975505736476951,0.0203843345773302,0.504277049456934,0.506871127091455,-0.657282591115118,-0.349879142525303,0.303099587458396,-0.903412907017625,-1.40643473977184,-0.992200077689519,-0.0341290217087017,-0.630801091723068,1.47788267834698,-0.526296380838902,1.47498778340084,-0.86652154199262,-0.807703372717121 -11.7744526183176,0.0502195365496767,2.38738132403223,0.321222196565707,1.79631143876686,-0.145914723426443,2.69477302660226,-1.70844488549428,-2.0962704813318,-0.378410313951705,1.29097707033689,0.996397934704185,0.0823074726614044,1.00038757635193,-0.352158081427536,0.362360317412914,2.31147392606963,0.119314339019078,1.4113999742143,0.434710634871925,0.51738359365147 --2.48142124955354,0.654689287997935,0.692304749381676,-0.901678296518296,-0.403003801607332,1.15880348908163,0.432248955609149,-1.33584097948148,0.127652742422478,0.824042906743073,0.435765403015263,-0.93202753347793,-0.918761522726633,0.886656676364981,-0.944580681008207,0.545330497565388,-0.777483695325284,-1.18153241944031,-0.621199891844478,1.10053347841538,0.194678604515264 --3.9701714751767,0.531782683283305,0.101087908877918,0.616454032589885,-0.825562365699837,-1.84668520794195,-2.34151264733372,-1.30188932054284,-1.12527920773178,0.489568511292296,0.401486936962651,-0.0567643899180625,0.961150924921847,1.307605161771,-1.06856099942584,0.188146504260016,2.10488390241933,-0.34645615334427,0.330587130807085,0.329932850709869,-1.18662859363328 -6.4699359649571,0.770718609148346,0.943161044703639,-0.27599242712425,-1.11026723692394,-0.166343526142637,-0.157654087709343,-0.712494283364102,-1.42957561921156,-0.8039311492719,1.43363437148885,1.88894039725364,0.0390865058842175,1.40655384932354,-0.898255674241377,0.168153237432104,0.244694960283901,1.24968912343854,0.245633299102917,2.30642788357554,0.40383984179774 --0.531324082657096,0.993125665813756,0.095422207222848,-0.406756528422155,1.15014103416171,1.85640703502389,-1.0874344101957,-0.837815591109852,-1.39084180837064,-2.11045591148893,-0.745250941972324,2.36265289683657,-0.569009196765131,1.12954009240866,0.741014431195581,1.27714656636538,-0.578764746280768,-0.871935669025002,0.775615655389223,-1.29937541505329,-0.0561268388715574 -10.5914489697247,1.04351009274177,-0.0145250001589334,-0.413345046527097,1.3148408446525,1.02326484960119,-0.229776035357547,0.329592274984187,-0.168658699140535,0.733112201416203,0.322208335340508,0.516788639566933,0.675826508354302,-0.483565775205538,1.07016158186144,1.3768600445777,1.619672084878,0.548091191378939,-1.69873373197212,0.0779217368839429,1.23788181684304 --11.6693401498262,0.0578237816269766,-1.30163490522368,-0.113693304968025,-0.473019985393327,0.0503839031558532,-0.551244747377099,-1.87332487221235,-1.56418217871843,-1.44324307408385,0.838064964595517,-0.677150786545818,-0.464183396322096,-1.32597344093471,-0.352877890181966,0.34622427210217,0.397372570225996,-1.58501798213814,-1.28102755165518,0.79125245751873,-0.440371076542995 --8.97549904573279,-1.26324582458704,-1.75114361869725,-1.24288444669895,0.952923898394535,1.6026845742283,0.3269952066296,0.298389356404931,-0.980457920924663,-1.8805201210245,-0.0169560516374057,-1.17356745974592,-0.773004505497422,0.728060384817339,-0.19101646803506,0.241610071719305,0.148017000142302,1.59026005234296,-0.605574342529157,-0.3645574627025,-2.48705302012174 -9.78997016228388,-2.6536263152695,-0.418466116253085,0.0498046363844655,1.59573127158654,1.83190714002966,1.00474136864064,0.125644059753878,0.236494584802079,0.624008736852215,-0.521804804968826,0.73598053827315,0.517086726383819,-0.844094264310979,2.4798892088637,1.38449440932466,1.73454043239728,0.963228648724223,0.885216826962772,1.01642680746046,0.0404295479610007 -2.23370205459543,-0.449435058521964,-0.000460539876482312,-0.464638957327045,-0.687248714147194,-0.179938726812995,1.19852488472221,-0.453510017367126,0.988130115557164,-0.467709369804426,1.75134888869267,0.13883491345877,-0.533362331241087,-0.351678202997662,-0.375916194577354,0.448586373133158,0.300858538931869,1.20459357630457,-0.315262579039917,1.04568855806292,-0.60696395996972 -0.068174369982021,-1.51740537616739,-0.74859508884423,-0.900398435260868,-0.0887934656622959,1.66547772258762,1.38303080814379,1.25269769993116,0.236294148912646,-1.04065755985808,-1.3047133196261,-0.246064303951543,0.487880841253167,0.741959653694972,-0.113338938323238,0.200758840219125,-0.314544721354936,-1.98805197551655,0.727068436402416,0.0143151107425385,0.560976586007511 -4.57756859595125,-0.318061192773509,-0.0340592053695572,1.54591648201189,0.534300928798704,2.05938930968259,0.651199322876183,0.118708847236308,-2.3819885218017,0.660202381501353,-0.169233439850375,-0.0990270292663185,0.906359365141108,-1.04276015041555,-0.12847589402732,0.271643220146865,1.97517653777204,-0.711469085962069,-0.587305849161489,1.02280853966231,-0.079255029651204 --0.200740146454609,-0.24265728854129,1.32356877749244,0.0016658642518974,0.660477051572012,1.07974340714609,-0.604067860035347,0.0320705562159502,0.445970333136721,-0.804681423278159,0.0232623788175322,-1.00179768311687,-1.44206347396739,-0.689926387636698,-0.605722757757108,-1.37665433109423,0.537696496849207,0.352001033872569,0.348592200324986,2.20342133575033,0.430390215938893 -6.2565165434697,0.292740897389112,1.22317732461399,0.177641911685862,0.259020355614358,0.0841159610412791,2.39287906338603,-0.679060295029459,0.687498526458762,0.385403000810117,0.150484450945697,-0.0178964573231955,-0.059923367997949,0.970251365773814,0.0416508837352746,0.0251127675837695,0.369383723400814,0.932158000040651,0.187195738337952,-0.600297557742199,-0.236999579746272 -0.63564384551188,1.67191310731146,0.0506627115826919,-1.02100627479425,1.02527940732881,-1.4362522742879,0.891490290749205,2.145599058815,-0.789552735525509,-0.562707838671341,0.41723392857264,1.36258077810776,0.986287915151838,0.447196171429061,-0.768574692824342,0.338677279172326,-0.656201233671503,1.30004580624872,-0.974990948647943,-1.27478542631265,-2.645585819319 -7.14133613555756,1.69791572339407,-0.125088322917423,0.504691199776724,1.40865010323416,0.868385695234267,0.484559603812944,-0.228927666876421,0.520876910767953,0.315383223930194,0.305989830082202,0.712608406446636,0.864432127496239,0.254953200189304,1.04270975058257,-0.348623648111244,-0.595197735200938,0.977072692181671,-2.43246764717224,0.175657700656721,0.70461485331171 -6.38334259879043,0.918673665047652,0.984608926659586,-0.525409330549096,1.48443598106598,-0.0662446624090278,-0.125091836778512,1.28315943768958,-0.222654740952564,0.55108157240202,0.543257522275525,-0.18947144576968,-0.415151983917239,0.865986879848116,-0.632169462292506,1.40782392220897,0.241272533653152,0.0229182281074831,-0.475583970690623,0.517741942450977,0.674740378870751 -1.68343248068679,0.232314845586316,-0.0548661623299577,0.259664336307247,0.340911318632421,-0.966828301805122,-0.624335478470859,0.883662117649126,-0.0815538709192346,-0.339009464447109,0.382851387898293,0.647502028298679,-0.215821578578822,-1.10641075343843,-0.279820194445318,0.657097773484652,-0.462037543172096,0.942187973108856,1.50466762914136,0.205925151971378,0.942775761806889 -4.43913739979043,0.422208918824174,0.371273125340492,-0.208768941739414,-1.43522195193731,1.3514716631531,-0.45859871060465,-0.29513252649277,0.776842807748636,0.553033254912351,1.73604479735512,-1.49612352032267,0.481379302621564,1.104336460214,-1.1895449789126,0.0179888292071654,0.674441618000507,0.7208605415543,0.743916802308155,0.0297496710531318,1.0049765291162 -4.57681297015441,-0.0478647623686122,-0.353231520979321,1.26967687471172,0.266556633136702,0.242620870488797,-0.775210134018477,-1.46214620376301,-0.624001299100386,0.351294401151689,0.717501451017079,1.06124643139738,-0.21486482845284,-0.677752105406513,0.979305802122743,0.730856382801996,0.3165066858471,0.915180437522334,1.05611870378274,0.427105952040188,0.456540372177203 --4.83922591216914,-1.59351257929988,-0.465544087031651,-0.595148002775159,-1.1491274901046,-0.86730072920647,0.328798183951486,0.739203872630417,1.50291840484079,0.70395865936653,1.67599870636788,0.732599199126751,-1.35782432196579,-0.746181926683033,-1.52876535409889,-0.15209791995853,-0.590141177774903,-0.0818652935014826,0.047320484656848,-1.06196929509767,-0.0563169698175568 --4.90116741144678,1.9491258382975,1.56451850077335,-0.938890196328456,-0.0162878043708522,-1.72546680233299,-1.00498351122733,-0.578544020892397,-0.886462520287153,-0.755529946378933,-0.100790539079143,0.376203353812972,1.4176455091771,1.31980900107679,-1.87508539984433,-0.763704808507052,-0.458389539256652,-2.07195963429444,-0.383071116521571,-0.0593375115696566,0.23888999577294 --1.38259393072087,1.1866645559439,-0.0455247159449302,-1.75960910452106,0.61905398303994,-1.21242154378252,1.45941341051273,1.506494039658,-3.37468730100089,0.212528912981777,0.653474069930237,-0.617984992703399,1.0321951835627,0.367068166174878,-0.100663233454331,0.509659282179007,-1.67138742356042,0.0613692941656979,-1.97637729481209,-0.0130042636502041,0.673036051724258 -1.48724279798533,1.1741501477948,1.03512634086697,1.93995839582578,1.11520354198548,-3.16146948948711,-1.71148281573884,0.487855934594031,0.990613897221714,-1.06524903664824,-0.900110553420927,0.400260811001657,1.1680628812328,-0.910676481747232,0.629901326886012,-0.601350021692493,-0.976550732662543,0.461089163975009,-0.27296613634577,0.978891765642055,0.556810011186017 --1.99780291311995,-0.505839168284978,-3.00402960176643,0.580756667128803,-0.675590926833815,-0.931830122390633,-1.44543612110466,0.0397087767371073,0.745359476903911,-1.18176114188584,2.54617358470805,-0.992816524507279,-0.0268661952328574,0.581887522123299,0.987586617577792,-0.0970775558358465,-0.00384538425960954,1.05127043441883,-0.523634197833087,-0.827495243214034,-0.0764578596988634 -5.07957839863288,0.578258264907816,-0.894579006373161,1.41359726702922,-1.21596060917081,0.799544807957162,0.699272897482789,0.324893254757087,0.344878781103055,0.31466415528658,0.263079917358281,-0.958998699722112,1.89999908588028,-0.135040075764619,-0.314806396328466,-0.667087223129561,1.2576738694099,1.02315595371289,1.76942968718563,1.01676865614289,-2.85106192435339 -1.05289444265773,0.492192734204509,-0.0956336872863695,0.020897979282739,-0.838305129155006,0.793290277164817,0.629597605311914,-0.530505302142336,0.0635108039977407,0.805563033217726,-1.16064320231235,1.23982194179996,-0.413439890978967,-1.04072063642708,-0.208071369416948,1.26181609269609,-1.11107372014769,-0.130227054623386,1.05877574396705,0.330027948399981,-0.0559349152265876 --7.70370264975096,-1.5673045711637,0.30074627514911,-1.85118329574928,-0.758352889988777,-0.675650341972184,-0.891249825502349,-0.912156028443238,-0.310153503499076,-0.244174541317024,0.969684268461309,0.720219118576648,-1.05895704029984,-2.30532922330004,1.10592180569535,1.47777739725314,0.186944900936492,-0.946218244181168,-0.419952594603821,-0.0135314113412062,-0.818507742685472 --8.38894968281209,-0.16801969781549,-1.14488433522685,-1.5049931131495,-1.49878601520456,0.990249660748333,0.954745856825065,0.320502025017345,-0.542417392415683,2.48166691737441,0.633486376633789,-1.43740823096824,-1.40217498602678,-1.33604250144699,0.696571767200632,-1.54943987795172,-1.64408300318752,-0.429976765446863,-0.0605390443217158,-0.147405129110502,-1.01022462672865 -3.38806617115205,0.377606177645246,0.392205088020806,-0.761021869882736,-0.626169827879248,-0.713768869603772,-0.0768532191809302,0.650199441197963,-1.92346859203766,0.379076012911231,0.851496521868874,-0.549035172213991,3.19909833212844,-0.301373944427499,1.25458052447811,-0.324089010862797,0.642701485734471,0.624776298495595,1.47702614882556,0.544227003802801,-0.717875932127978 -4.5237137623634,0.403096936709248,0.0363400995079705,-0.156309417411996,-0.00282306952196722,1.83891447131925,0.093977183659877,-0.793275279352864,-0.589569445258884,-0.414850460521201,0.464542784643317,1.41036431465528,0.72762405170116,1.2848581960535,0.189370311952477,-0.194350022178574,-1.0151163644865,0.0660303466280439,-0.345982539177614,-0.450143289134782,1.86422980555866 -1.18403541336842,-0.627499363967518,2.4527625867183,-1.1634641785153,-1.75890062669445,-0.698053201006592,-0.856533019035231,1.71560460387713,0.664819100142758,-0.655943126698627,0.569277322988118,1.4215233308343,0.376687409370901,1.56867398717822,0.668644699054686,0.241591677036335,-0.941543308580544,-0.365189251650143,-1.6414841629752,0.920044069688237,-0.80272305664747 -1.31979692654251,1.88265879830795,-0.906838989050387,1.47671470587021,-0.483798911999533,0.28967489784922,-1.25419424559277,-0.154146396465086,-0.345358375354855,-1.09340289151281,0.303959496492149,-1.66419239766614,0.545459330376564,-1.88249329941048,0.301645591991107,-0.919927302598755,0.964860484226407,0.27902007966091,1.3564577687798,0.128314635126289,1.52687276428847 -9.76984885931757,1.8555483176834,-0.170112539602651,0.814417431820533,-0.13984651499597,-1.29919319030489,0.898244815576619,1.60822729638962,2.36213768986692,2.10615520943008,0.346657630135143,0.00252199108823933,-0.894570913034067,-0.306262052028238,1.11743029867386,0.246988830073292,0.0351868054460933,0.911289449640861,0.663631646321455,-0.868352484188566,-0.605860978862827 -5.34429913663411,0.696300671493303,-0.257947994830228,0.193494200045532,-0.0462454132980894,-0.630920096154409,-0.149745378568376,-0.484231261814795,1.74630486524223,0.209783315588864,-0.279098112193358,0.26798129698459,1.70492350620022,1.06494000829828,-0.536060086828701,-1.30726008966981,-0.805714763110073,0.954862533668568,2.88615714969646,-0.943832762720247,1.32224621756362 -6.75811125645392,-0.642203301330347,-0.0131681766395171,0.568098698340481,0.26507014995181,1.96147191910455,1.45682664864355,0.0905236227654216,-0.156728643093077,-0.300065007520477,-1.1673709184836,1.10988038277428,-0.314176007604494,0.995147149784484,-0.268606709471529,1.78248889629649,0.283839697051238,1.30434576923658,0.294561181278541,-0.319331143665708,-0.509333571031697 -6.5093739219914,-0.937594986366264,-1.15799853215746,1.20661083253472,0.508289495467794,-0.27710201425266,1.91919839775498,-0.819169661013784,-2.39831025537142,2.09775611559741,-0.559516794207713,0.608934383026547,1.19489427883905,-0.445747521572592,1.08767504796455,-0.600701639950228,0.770843798657409,-0.54572241280286,0.684599415438969,1.27891060182184,1.68897644201693 --1.29325093320779,-1.29941035593765,-0.302360247778542,1.03029027062517,-0.353661879280503,0.234256046712244,0.267108916317363,-0.43884960392139,0.716938864678912,0.699554994618201,0.396008092497272,-0.933194528528895,-0.668635281844784,-1.28544684706506,-1.22652623140779,-1.05602577125702,2.17073717850352,1.42946901485544,0.546761331847402,-0.22045050071484,1.07367645841581 -1.19626198569186,-0.654595628063766,-0.06482771553236,1.86948130904356,-0.606145981186612,-0.823929337330817,1.47680685894945,1.86544112015688,1.35020460986928,-0.386472239163071,-1.56306259946793,-2.39520982899146,-1.07142478171418,0.0991045897786412,-0.320695500097444,0.537051207290585,1.86564474023484,1.51196358358116,0.114045890948473,-0.570855003605702,-0.449689959480316 --2.45690975834913,-1.83822781198037,-1.14567023950392,0.19220959826228,0.544129303624128,0.438709886818514,-0.945262765280003,-0.625549742574513,-0.546336938602172,1.62536032225052,0.972097536117586,-0.702114170521943,-0.362251438628353,2.10143481111635,-1.59428554675726,-1.41460560242353,0.232319729587934,1.80650457632202,-0.460909401754143,0.332510638612739,0.0281439436592919 -2.94849763929493,0.497553692161246,-1.28919369685304,-0.853110252623878,0.361042205349458,1.14490082802949,0.209199486421667,0.172264652282274,-1.53904507232511,0.731470489933919,0.0356112106471699,0.412683993879943,-2.06402287604413,-0.928652206244589,0.963071287968523,0.600331438871738,1.77815825876769,-0.349104856287567,0.0313758790426415,0.782107182127987,1.64436796893549 -2.97849556259475,-1.46348125307325,1.16812952205643,-0.376341843739741,0.183161347047904,-0.362991832968526,0.341252373714323,0.506894658750474,0.0686367334516804,-0.782757832396808,-0.109218814287981,1.04332617220724,-0.0907398696764401,-0.447996375610729,2.14137210359878,-0.290949899972651,-0.817653924884766,-0.117373930109418,1.40675033511167,1.10449205380028,-0.288989503917096 --4.14708156348947,-1.19816617058598,0.925118627014477,-0.594949036988837,0.334144226823519,1.17571417448357,-0.81941989934876,-0.22806518880113,1.36162797719693,-0.676733900044813,-0.840340374905151,-1.17433527374463,-0.0203768884297113,0.938552698335334,-0.00131878544628125,0.00640438913931057,-0.908696019481789,-1.10089187991643,1.55498601180237,-0.369986910882635,-1.71476544652151 -6.6005933419481,0.681103030348739,-0.497315316551063,1.06419384119156,1.6917408996893,0.977005549070578,0.139879352805015,1.40263711297825,1.32736956095623,0.230790318078401,0.572913822993055,0.95724445457005,0.792163938708295,0.0752711583515555,0.432130718390474,0.157013046602992,-1.7377889490835,1.21436350502514,-0.690943049551255,0.0843114853019048,-0.893543493611182 -7.59119836484421,0.40761948320593,0.393522506667845,0.532506593152755,0.166490175012317,0.159652465932748,1.33144327499718,-0.880880749051542,-0.335391865087432,-0.0207137837513528,-0.432552362405223,0.705396024901387,2.04689825673737,0.341713612949344,-0.580214171410482,0.857449208473105,1.33225486597131,0.629122275665714,-0.100031312123425,-0.583770367248088,0.780746238936143 --1.68082517809251,1.13831741291294,-1.52566125496224,-0.461292064141116,-0.260045525394082,-1.09177891751656,1.93598054914106,-0.877952515244746,-0.359754807585175,-0.691351103075813,-0.421404694194435,-0.906600669359915,1.04963830377808,-1.62563735740071,1.49890349401545,0.656277158906917,0.931985796378125,0.138311540488072,1.79961500263085,-2.23688295224026,0.185229581153911 --7.04398170732362,0.501722988799783,0.241532766800062,-1.39746433138213,-1.45433114931167,0.109672381100653,-0.939416267457513,1.23923734977635,-1.54514504395011,-0.205806941309596,-0.243179228327365,0.110638772509745,-1.28219982812017,-0.476896922320505,1.07285535187596,0.633495967908841,-1.55474769743328,-0.324373871326555,-2.53974904944759,0.254746931439074,0.353041485073307 --3.04960091625113,-0.0670427097681916,0.270759097086791,-0.667663711013327,-1.03228980115561,-0.410563410492039,0.390862023370278,-0.857974845452735,-1.82119916151516,-0.159117388192005,0.376174699978817,0.949724174033912,-0.340713914239477,-0.620935241247732,-1.15701617015574,0.925163792949708,0.761859592234226,1.46349993841734,-0.757669823706687,-0.800612138386594,0.547001636671635 -0.10441126912197,0.440053543479348,-0.381949950270098,-0.748840145729618,-0.109948928581105,-0.457627906312267,0.136530057477539,0.0738160889193284,-2.09574756532237,1.04725178736804,-1.3085131524252,-1.98150877679055,0.355726306385544,0.504042180624655,0.855202526503328,1.30389727294817,1.48365083936997,-0.763018462633146,-0.795617789857027,1.23251842950895,1.14508029502109 -1.14784980530023,-1.52196112080371,0.797680973835598,0.124462462434238,0.390559562912482,0.417698687754337,0.700256398344036,-1.11891445022378,-0.874894459453987,1.16075819838837,0.609041751155636,0.596113940751047,-0.531180304459585,-1.64801634042602,1.5811769043172,-1.24110016847522,0.633142687035586,0.700970091891534,-1.04581790555146,1.48148440590111,-1.61075796075416 -3.85241210665733,0.109621659006559,0.218643072263237,-0.0438578875157787,1.45762262682415,0.0917375869906308,-1.00482808464389,-1.37508441022919,1.03289049499424,-0.0382869634204079,0.00214894337705296,0.695426080538249,-0.113556364309164,-0.957486990940306,0.79222295359882,-0.567632437570332,1.05855331571623,-0.795913630030188,0.148838338934572,-0.350371220187429,1.00902917971953 -0.654247653144437,0.189044548616711,1.70016911803773,-0.0799583265563019,-0.989455077743832,-0.270622561184276,-1.15487604324694,-1.01884043390081,-0.724059551955439,-1.87855434576126,0.076161910646504,0.390575081120176,-0.300084771078297,2.22507151127108,0.834725073612547,-0.577993300106515,1.63420839732229,0.47143825604688,0.190207255144013,0.832582815408044,1.06755524063289 -1.32903452750498,0.781041199021309,-1.22742118219567,-0.797933345920277,1.32996327499752,-0.431431621276157,-0.946941655572556,1.05589193072525,-0.560261785886964,1.91444314590239,0.308122393662284,-0.686876997072452,-0.510525925424174,-0.627385266020646,1.44900116215921,0.423465386762444,1.44858361515752,-0.451591709742335,0.0198590620191986,-0.577198127113129,-0.976584509639089 -1.17400174245199,-0.0465093112055673,0.357954962297224,1.8282933076053,-2.89774287458066,0.67992374399673,1.9261130464873,-0.107424763038026,0.00777311619559465,0.68736905536624,0.0324861486060696,-1.16187214310418,-0.525958332282937,0.337807585720563,-0.171930991418516,0.548855399508427,-1.07395602567622,0.0145250892999212,0.133250844780957,-1.20900557226127,1.23472223438577 --1.9286821983114,0.0957659305814221,1.36805336273229,2.74682074167285,0.284357337772298,0.875869901424615,1.30780694848312,-1.15108385725774,-0.523032759712328,0.258591655690601,-1.65792817562107,0.293776791585736,-1.07019181985425,0.76662364793548,-0.95473698581571,-0.63417798499902,-2.11087319990364,-0.875337889110018,-0.403505041589683,-1.08850083473675,0.0337802736103754 -4.07478826130253,-1.33525786575587,1.55797608797841,-0.0232182340597225,-0.11389061556963,2.22136817722224,-0.611170006353271,1.00263625960004,1.15147248661817,0.137467789548636,-0.813761144350477,0.820781653812033,1.03177735485906,-1.02647478134384,-0.151416976461486,0.354480788437067,1.31934518535317,-1.45472519006041,0.536982132765942,0.16571644921211,-1.55383738613238 --1.90659121442295,0.548785906763871,-1.31459532329969,-0.792832265707501,0.315960464918269,-2.08977695728403,0.747016663909012,0.250082433090039,0.196086078293065,-0.858578372815927,0.0457107078750889,-0.27488243870366,1.21436850876168,0.448590778197643,0.983796953349196,-0.0809833726584451,0.242367366727823,-2.5906424937288,0.0990871245997517,-0.509503921743705,0.674066536831935 -3.34466298901603,-1.90524352442387,-0.549443445216825,-0.768453197022732,-0.0784486035880119,-0.810770668869081,0.218563801049159,-0.173275314861758,0.134427507528984,1.11717712172534,-0.756182093736689,1.02605324081428,0.51824606138568,0.854249247043786,0.922936758560455,0.843699143584714,0.314879316845913,1.55503164025719,-0.450904846500883,0.908892762913022,-0.442669074033152 --6.98855074359928,0.204274368167585,-1.27004855263345,1.44222399382264,-0.333200045234612,-0.828442428030343,0.591159936547057,-0.888707020435311,0.285823237515049,-0.649392756952488,1.01466963709582,-1.58967231436161,-0.145903378922026,-1.56938379782746,0.391013690591436,-1.61835406523616,-2.00568442094165,-0.585482089070795,1.19629101430518,0.700818898221494,-0.530237780222143 --0.560285236956621,0.408038985917213,-0.789441835643726,-0.314029135232118,1.81636209349548,0.383473948328747,-1.30452915420425,0.488613534974185,0.0280876385393359,0.265587233153429,-0.0555187020805979,0.203481300842526,-1.65956118385681,-0.433240762503459,-0.0340664351159659,0.08412178513017,0.575789722424,-1.98227374837186,0.891035812441135,0.95932735857137,0.506246221993357 -11.5240666128743,1.42675103863215,0.725251008501433,0.298651633126529,-0.0605896135932683,-0.340442153852501,2.42334355363594,0.649233320349084,0.870646722190929,0.194084502131781,1.77892902291577,0.0783708060159822,-0.187731553859056,-0.0130265971047701,-0.165195737845732,0.708850198826978,-0.92266961979289,0.80256239097394,1.77895025300655,1.13464791170772,-0.587862204905103 -5.00817690977853,0.92527077217127,-0.155483771751028,0.318903666316849,0.56484785817091,1.42778351119874,-0.658075749408369,-1.06268769756849,0.654387746142525,-1.20300968270301,0.442121960000978,0.84777997984295,1.60073062761074,-0.141628160504231,-0.164743230780345,-0.459141543414283,0.572964469814585,0.696434610728737,0.325048280515432,-0.388316554309827,1.40878542597976 -0.562000738459512,1.02432421695447,-0.984629133162785,-0.21522830925127,-0.409407863491336,0.896499882127266,-1.29195183458487,-0.039250978081737,-1.41911878667859,0.0551321691437888,0.444077710817924,-0.141617141158991,-0.147754162935777,-0.0830929619771272,0.175761343041917,0.180146652797981,-1.87168353541905,1.15135737043179,1.07934325631737,0.56263957119832,0.39940205732647 --3.84311624078522,-1.79814212000501,1.54340312689858,-0.251269725098005,-0.324666661730193,1.14072839816159,-0.280211131454191,0.0530309518174452,-0.970673597637848,-1.38317034386121,-0.707423411708754,0.226227891601196,0.718481416927619,0.550000750340671,-0.785159247740931,-0.0476824839674974,0.286452011876993,0.787765769098127,-2.50997239167734,1.32863014182003,-0.577416923090342 -10.5276318112779,1.6023218783602,1.11887698670798,1.20513013281279,0.642889608758841,-0.48928505770082,1.36738181659251,0.868059341082475,-0.0185204028823307,-0.344184249748823,0.106141369786302,1.12748978069492,-0.70440681578709,0.178757860754587,1.40142904075187,-0.403459674494658,1.31662745809976,0.0167961687825343,-0.110627910810802,1.49535587200356,0.746658000720897 -6.47683080713424,-0.435433354565911,-1.91090484392441,1.88566973667347,-0.884047221587498,2.48903302407222,-0.916147352693754,0.327512592024778,0.717193652238243,1.99464872454514,1.08852215408332,-0.527450875343198,-1.26366147004987,0.827193748760941,2.35740759636573,-0.256857712670285,0.24990063408101,2.16109692351519,-1.62108193899001,0.650833908064074,-0.924740559907427 -7.90298236428978,2.64712003801142,-0.510196016039387,0.905901131082066,2.27340164385988,0.955681460522836,0.560774765640988,-0.000786522295360599,0.587637868070373,1.282421570117,-0.126806128591446,-0.815347153712712,0.695578662204193,-0.719657525487421,0.0934964074227032,-0.930008014473831,-1.19334523912451,0.101555698828444,0.25563099616595,-1.26326216538128,0.792617590724712 -2.67282167059071,-0.673749331588665,1.77783106976026,0.804810099152787,-0.977595451844026,1.37307598982827,-1.2608831122326,0.974813817028834,-0.413258411537662,0.416151426973357,0.292286096533422,-1.6110469843426,-0.172910211107847,1.68847790759376,-0.699024141781985,-0.378557016909609,0.728033873506219,-0.332551564748507,0.661501173641718,-1.42407799999854,1.0401465289996 --5.57857130236546,-1.17881346835309,-1.12358007788076,0.437929877657869,0.898264385689267,-0.922900292924271,0.9898608703415,0.273902231563082,-1.94901225239214,0.0952768989916748,-0.0522858405500685,-0.759165860328932,-2.05128951941256,-1.15753049219239,0.541237207513798,-0.797540271338093,-0.254054291901164,0.590542187792935,1.81180691378092,-0.951480635284995,-0.186396611024723 -3.68998807363144,0.71355060508576,1.19342612720428,0.287144719416068,0.286392598469291,-0.620265236197428,-2.27585343183297,-2.30565157463295,-1.47861673981386,2.77871355661227,0.908478432062297,2.02591976378952,-0.608968076035514,0.500745335694356,-0.0041047270660118,1.31764425047218,1.75465494841601,0.638914068575415,0.954429429481081,-0.683873824224518,-0.462215023409174 --2.74563182519887,-0.0121010645702177,-0.798449297290889,-1.07122844924924,1.16053009834193,0.542094659100271,0.505191872867818,-0.326028266841657,0.323343272846744,-0.688059542947501,1.31505539811909,-0.126423909055342,-0.927049605054349,-1.81268683522714,0.0812739470282367,-1.58556998064808,1.73836165358002,-0.907916226845685,0.670204246081904,-0.93581331137965,0.851043023234489 -1.97937697176912,1.25986965199291,-0.0860784739224728,1.37286363829198,-2.51408236181165,0.35935295753373,-0.601904226260696,0.40449606364255,-1.51429790059925,-0.86222420032676,0.394835403682533,0.686011083555661,1.52833965922689,-1.46495038419692,1.08566362774285,0.903844565913378,-0.267495640284317,0.0391869908396416,0.0636311299326858,-0.868559163045046,2.5774520483146 --5.85228595828815,-0.476976798602349,0.106791184893085,-0.164234047792747,-0.680342856086794,0.115213760224309,-0.542132195790161,-0.355162509923119,-0.974763715709991,-0.886566288914572,-1.53175385483064,0.504759476618648,0.380548572491892,-0.583741144884369,-0.941601162412047,-1.07889887925642,0.813345849940053,-0.206003357955683,-0.530028313090187,1.197290449245,0.904070576204791 --0.456037932941203,-0.942721046710143,1.30510783378647,-0.790949564787947,-0.755450445939572,0.425746148691103,0.916415630489406,0.14989944877867,-0.627474431587793,-0.831762338675915,2.45679469934366,-1.91492289924675,0.34025334187046,-1.16638744532083,0.839272781602768,-0.752316673425973,-1.36733203506306,-0.0565026997648929,1.40530359064774,0.835723486054345,-0.850446106893739 --2.63394545291162,0.760675548441982,-0.996159490264676,-0.28598679834827,-0.0480694632133308,-0.95646581480258,1.61255497097755,0.958993987817388,-0.464135921861311,0.311530819444909,-2.1314285597752,0.583086145826809,-1.98552439261023,1.50804755901749,1.08524475168567,-0.170236634519358,0.68964369941491,-0.735276319948961,-0.0350849581561182,-1.92255772309487,-1.81771520938302 --4.37990126268166,-0.249951423513271,1.29165117154488,-0.0731118856267932,-2.74520685428572,1.74683649329233,0.849050573307341,-0.612620563275289,-0.326482216172505,-0.532802929874918,-1.80380541042261,0.695863368919099,-0.261354573987072,-0.969451440620669,0.823247231255286,0.124703048264787,-1.15660933285167,-0.126072359183746,-0.539957424126879,-1.71472476091123,0.174594812119153 --6.93049282723456,1.07886319082688,0.530919754319449,-1.30168865661569,-1.10058886852621,-0.989396920302562,0.338057494548753,-2.21929602803865,-0.990606016119646,-1.5611239711687,-0.93921607579767,-1.21271431629997,-0.609607790431133,-0.973246763300977,-0.271430839587616,0.797257197499557,0.194270470450748,1.7119889546994,0.700121166394565,0.573082354724608,-1.29563643688605 -2.55865047916784,0.642844233181312,0.0933852625809922,-0.520173868184282,-1.53638749578794,0.10949160135909,0.709982030543528,-0.236545520622473,0.524341182981854,-0.180426875346264,0.620631370379968,-0.872975827277963,0.377920920487183,0.363962291812465,0.268146392377093,0.322102861096219,2.17207790180634,0.651036513025636,-0.972313087259163,-0.509473437915041,2.07541644333783 --7.33755616382595,-0.227594653880278,-0.0634807744330987,0.16423760195615,-0.99901070860538,-1.63145157330599,-1.34236515697656,-1.00674423078857,0.0848251263445894,0.598762296882588,-0.993796664811346,-0.160593031363947,0.78775150657364,-1.99185253385104,0.120487178476034,-1.85636355015852,-0.0664850317869289,-0.342058469788854,-0.792195002785919,0.832733533149905,1.2272972072213 --2.47793884507225,0.175949524373234,-0.625516298496334,0.454481706610584,1.53912843780768,0.337970138671956,0.815254839276649,-1.132936374121,-0.941354257410707,-0.566852996013248,-2.42983592162347,-0.732139884145322,0.726653567738716,1.14201117464776,-0.703654388666583,-0.744236505081212,0.109229949591174,0.815490465196533,0.00817933503809952,-2.03351268297657,1.02651642285855 --10.2592159885383,0.36861980927607,0.0395161645537832,-1.33331569142184,0.615877234431902,-1.23490907603604,0.222007559688291,-0.554617685601925,-1.27986303286861,0.800705934461792,-0.41008176304188,-0.681898081547068,-0.278014660209898,0.579206888573521,-0.354572641671743,-0.703995437814481,-1.29346620100351,-1.60340741937485,-0.858241499203421,-1.48580146411279,0.115798246072522 --5.9956112984787,-1.16894944176609,0.615165823382556,-1.58815898693636,0.814108401328062,-0.290092162464118,0.211186744223197,-1.24937793379394,-0.855487696915545,-1.24631958961259,1.20487847648374,-0.698851116547497,0.638360689191679,-1.6963774083365,0.0743353834363799,1.71820032642933,-0.29105826570313,-0.0890188557424221,-0.655590492164553,-0.989930354071128,-0.565578182039654 -0.848206276521951,-0.579432534850025,-0.880885741748797,0.154913840960057,0.780152861512325,1.05746433702134,0.750937999568572,2.7864406300004,0.38215529964438,1.86855475743982,0.089829480623129,-1.94685556485648,0.791480424187699,-1.18775318361543,-0.103238037171128,-0.173685567205893,-1.89613644703562,-1.91237569689441,-0.698352631592495,-0.834452324058347,0.990229779894695 -1.12443128157545,0.297339761067981,0.703506099630157,-0.74721140508833,-0.525389424576025,-0.960778452985795,-0.200996116583725,1.56495656684646,-0.473523179844985,-1.31153713616829,0.246641257903709,0.916307230275974,-0.686394922650291,0.518615658574768,2.4481215293793,-0.484941052905424,-0.411813319915128,-0.337961090222433,0.299882507995303,1.16645907817206,-1.69171537396933 -1.29019770527719,1.8524483219266,-0.954889749473047,1.34346063528013,-0.0785538381645318,0.0927003295498979,-0.664605365019278,-0.237434076589124,-1.18965949773133,0.757408288396067,-0.291640795906083,0.683108292126603,-0.617488272478283,-1.51339353677833,-1.05662839131653,-0.723596552773272,1.84807579375961,0.302539328576312,0.392271419816032,-2.52182417301434,0.985705997406928 --0.844278228625936,0.806713657497222,0.0707828017471812,0.364110193028864,-0.777912000498047,0.400380874050535,-2.66145485708009,1.41094560899135,0.341716893645528,-0.763442690452984,-0.0288097276480711,-0.721413311810764,-1.55003421031738,-2.51970638407353,1.29665581067103,0.534902453106203,-0.173002356093196,-1.01044894876992,1.09197533704538,1.12965445813527,-0.178329984832783 -0.99558608500404,0.488187457988525,-0.000499585657549517,-0.828371658076472,-0.520029664917441,-0.142181205222739,-0.410861005758811,0.361339523414092,0.403879103648665,-1.28098829809931,0.934188638177957,0.418378756494225,-1.36708815963279,0.54285478005986,-0.27017253691195,-0.038793333159448,0.446857884722078,0.731912376970349,0.561878492350366,0.205857227090984,0.771393722205289 -1.75863833987258,0.926501343556937,0.875726693351019,-1.57380174965548,0.851039075164706,0.806379342526264,0.251497538033729,0.0834950205362012,-2.08192364315784,-1.69584622825919,1.6463873870228,0.0175986577995349,0.106370781661148,-0.100081577291268,1.25715563292121,0.052622188240955,1.52518775504091,-0.623087461483327,0.36807140767416,0.0593606331505509,0.691867880847679 -3.48003585328969,0.458309895141006,1.19496668250855,-0.95646213504719,-0.195224585709956,0.0621910718984281,0.938507270286184,-0.62978998709648,-0.957056983108835,-0.153814056049076,0.912404356664178,-0.681436127119625,1.07797452489843,0.962499816253121,-0.315250018431444,0.993225852315262,1.40195756283494,-0.843491799577469,0.232543746191948,-0.184775713486065,-0.259146970508147 -3.58279654727354,-0.651943358441331,0.0905842568102869,-0.459494740590632,0.312693372555836,0.0607971478526297,1.60058581464809,-2.00053892000877,0.433701029475195,-0.358431615677757,0.945804188102251,-0.444200830063392,-0.629107446069604,0.67367920293033,0.790320001761003,0.512883083874933,-0.903727705613207,0.298057558808503,0.758697335117867,1.40333028349667,0.278607356698524 -1.48935409173707,1.21580446481486,1.64699730444253,-0.675685294155962,-1.0251464909908,0.3193372994584,-0.153095083924365,-1.79080125116321,1.23014301803445,-0.333267040700582,0.0364892567085373,-1.00248168067767,0.709585176729937,0.985714150500032,-0.217236138462603,-0.156761803225411,-0.764190621226619,0.284968431628398,1.70656333545401,-2.01783152708157,0.588857940076895 -4.3698461532288,-1.08650836185774,-0.180371589315601,1.84249074079648,1.00116545859762,-1.33664682889299,1.92187658105315,0.885234669429743,-0.25216292982999,0.0414748347321416,0.603849727220644,-0.271252020049691,0.217196199785942,0.836843722928897,-0.486631250999395,-1.15377662711756,-1.20143354874639,1.27326987663444,2.18109235802764,0.677375605237422,-0.497795525307299 --0.637241976802564,-0.975103711959236,-0.0752637668204504,0.680505646679002,-1.14911051881978,-0.267052748982524,0.143916697053678,1.90945043216769,-0.698283858458603,0.71528716403024,0.0427454467064843,0.452029282228104,0.707209568310357,-0.221436464428045,0.536286571243681,-0.45156104493087,-0.242719861570784,-1.09825092337038,-0.310715636608751,-0.429867352192914,1.31887812780317 -4.76323897989192,0.313026312724249,-0.506650407861364,-0.628290077424527,-0.438160186721995,2.13466052407101,0.00978300215776991,0.200849047974812,-0.549725961683724,-0.942678698765018,0.0563366921340935,1.47669173771535,-0.697514650932102,0.721008901322241,0.192145395056046,0.350815131594796,-0.853637496008127,1.69230427907028,0.397526635439708,1.6245392874456,0.0130856911200054 -0.874480301708287,1.69153299141249,-0.160670932693218,-1.18202335280254,0.884542243713814,-0.390421229720603,1.79104756328704,1.68007329624186,0.766205982846453,-1.0840193314392,0.94816880627438,0.865521445283969,-0.213806253238149,-0.809428629904707,0.132057041960061,-0.168029638932397,0.494373151951675,-1.04348475585995,-1.97140207629991,-1.22214192443404,0.843742794502666 -4.07760585146809,-0.572387524709293,-0.989583712305837,-0.4961147182384,2.07198833404943,0.0740788881673882,-0.194904915663957,2.07829290691333,-1.19351814593552,0.224350587054393,0.499165153020117,0.084611218897023,0.144595253740123,-0.283561659509887,-2.01347219395962,0.434906266425586,1.40050188516806,1.57950203428121,0.734114252057302,0.482878710332184,0.0711665933566178 --0.763818983204574,1.05126310270962,-1.95938534250336,-0.745913739901768,-0.303409154341783,0.349596382381256,0.0895940521450996,1.21632759017986,-1.73373908232791,0.700059266713192,-1.12478448681351,-0.953559195201027,1.91106712069063,-0.00996676321843096,-1.52045040109704,1.67894371961553,-0.779059724180469,0.285395876062587,0.961061822285934,0.0675881703525862,-0.035047881859582 --6.23021056991171,-0.181254777367646,0.763466942643013,1.37059095605146,-0.264474373128969,0.787968133141059,-1.01650102631196,-1.23145686966966,-0.445567662740155,-0.0341908075248542,0.177484869308318,-0.784396603312565,-1.28660612770354,0.849460743781093,0.117073755192108,-0.689063240247755,0.301598714825628,-1.78188430899833,0.590997059529026,-1.8180609582371,-1.78333487368775 -8.30711840034743,0.4856470358289,0.577916822400034,1.57069446565055,1.35314715249817,1.00667124350187,-0.840395390856825,-0.575482156441016,-1.55167345416486,0.90251165738648,0.881030530114642,1.13970090544531,0.194945893369418,-0.58063708246768,-0.0172733909407497,1.94396681168119,0.628877034553781,-0.125179989467047,1.73012549328416,-0.162907304020362,-1.58694265692577 -3.75354726030963,-1.4359328198026,-0.124971586982402,1.73042479470487,1.55301647555051,0.161296058503519,0.412633648424948,-0.65808092003816,0.856546208581327,-1.78557993907405,0.0124806809027992,0.429635730054126,0.327216863788984,-0.180665441304077,2.45069637836252,-0.598030449130351,1.08211457213795,1.02022453737789,-0.160251923201327,-1.14760323328066,0.273283050866819 --1.7478630494529,-1.06194105724982,0.66526963587045,0.0425904580613324,0.678241244488778,-0.39544381313109,0.619694752138498,0.778919435558995,0.082770337451848,-0.930475670822038,-1.30804978404531,1.14916507298276,-1.02436637437691,-0.595602275444443,-1.52356550774728,-1.18522644933417,0.529802667234417,0.666553639490657,0.839044036662849,0.176569638080715,-0.103728215836147 --0.530886963585797,1.89260664099439,-0.956173245616596,-0.0511067817998242,0.948326301245313,-0.462494021175905,-0.337986299770622,-0.811931897799442,0.244559714368542,0.701309128251515,-0.676393529860762,-1.03896639625374,0.461631314708742,0.831537575745771,1.24186743559741,0.941275672506879,-0.328110588607274,-1.84925947554517,-1.84310556518067,-0.735624491060812,0.843356272937081 --5.91473834401541,0.0244906964688613,0.494191285306459,0.00936928414706154,-1.61595987671467,1.15018181604211,-0.32401504642137,-1.56039784928774,-0.390663758649878,0.222092577514884,1.36430213341815,1.37757387127745,0.0503960410472398,-0.525920648120566,-1.71818039681613,-2.22016713249372,-1.24123222978562,-0.809634136489995,-0.141913846522288,-0.138384320451593,1.17232129193478 --0.00956577336187604,0.0678537246666581,-1.45121614081958,-0.0688560248645901,-1.34297480660021,3.07898796994205,-0.889858147904359,1.71459029460565,-1.18067837134724,-1.76517179518883,0.0886097997106848,1.10956570067126,1.98864100756516,0.91087637726831,-0.840314108763949,-0.824254321255357,-0.0583768412539571,0.527210465830528,-1.03694392815151,0.0811205491294627,-0.0362005028720231 -1.2455032418293,-2.57241652175319,0.287590788099384,2.28610510272694,1.02552435076219,1.27825019657265,0.757538717064938,0.509317877139856,-0.439661766176595,-0.869549018712227,-0.371701785709801,-2.06670620270521,-0.93815464749472,2.63257999522539,0.387647806167814,-0.421900245610964,0.428563520275139,1.34771778596092,-0.0624489716282166,-3.52525928600167,0.30003120437969 -2.90117803865963,1.22029754835017,-0.829659896712941,-1.59142571735636,1.24429278851601,0.115524847592906,0.283078759968632,-0.874786020641816,-0.0257122010888287,-1.05320320021747,0.679417128239911,-0.743927679479978,-0.559505224123474,0.727344827138685,-0.0699959042636429,-0.147626249385696,0.658220183003176,2.05558152847918,-0.174737559636119,0.828226773110214,-0.26561087496159 -0.647531777986467,-0.133698950688569,0.395911703834865,0.602373505551348,-1.01364615324131,1.45561854473622,-0.759288783749716,-0.47787671573636,0.0143572255038293,1.17137545470991,-0.626976646066299,-0.358089537365671,0.292110307131108,-1.93024321359665,0.0507066637186493,-0.285543149658814,0.883483493714388,0.121513486869556,0.772627022772014,0.894496549351292,-0.342234404158379 -6.78877917685072,0.454623064744706,-0.83665776652091,-0.914974816478993,1.44235205044855,-0.617092936670099,0.0118317868908624,1.78932543183356,0.538590663595154,0.919023900906017,0.398177109665935,1.44951554794721,0.470272650105401,0.531869507006834,-1.85284735166113,0.0934927046232177,0.837254212588404,0.99300146519508,-0.333222597528809,1.01549352576206,0.248290293821027 -1.66029288441613,0.361680394687964,0.778756958311781,-0.308862036865522,-0.176114236409875,-1.52978631415358,-0.309218706015709,-0.196323249547754,0.871184397452082,1.01949417736888,0.952598121314221,1.0846432607819,-0.251556269396992,0.756300938610271,1.20851874586067,-1.56057555532284,-0.496772051546541,0.323176999810671,-0.344982938124492,0.621881650007572,-0.0342961567086444 -2.3252661436328,0.391416788935288,0.373288865179349,-1.96252437993981,1.08610218313689,1.01497233267372,-0.410476766569502,-0.164958854211042,-1.12648913029971,1.75439121599219,-0.716230781931564,-1.21905451747877,0.192637478827507,1.12191947206868,0.563977865194037,1.47347134557806,-0.124760399498134,0.649491568227562,-0.708503049890216,1.04042206788808,-0.431368287009527 -7.06739463947528,-0.402028028070192,-1.20178315960268,-0.608547578018352,0.712131431084623,0.621397688763842,-0.685538845334874,0.147060894655297,-0.185758130800978,-1.11481453091008,0.615728578315897,1.74226180348345,-0.12895917793667,-0.0192184202865896,0.498818455351408,0.0223942762684816,1.20166238143013,1.09373383672195,0.640006213366617,0.171865332589715,2.41124961909207 -5.50334726854472,1.88499762685374,-0.184587374421531,1.95571951242607,0.040102194923396,-1.09822343692946,-0.619928939211574,1.50205669272136,-0.303643707688544,-0.41389829800647,2.97188593844319,-1.37294641867193,-0.0983650174332898,0.697493548827442,-0.0243051025792097,-0.951227537361639,0.0215466425887848,-1.15762539818691,1.2813675200067,-0.00594870652100909,0.830077730605748 -2.64984614374031,0.135789208790574,-0.23702462629179,1.69766778475229,0.409628819174618,-0.998580915033774,0.641760812225185,-1.71269381778749,-0.874193273432517,-1.18690847969574,1.82230504730596,1.28506243415071,-0.0748934736005206,-1.17930694326207,0.977788874630736,-0.402166654380759,1.28875887999331,-0.683864886629279,0.306708189978282,-0.240389231854636,1.27821670638598 --1.27709582138063,-0.169139109436975,-0.207374194895451,1.06701455230409,-1.19404157151979,0.195247446649191,-0.414282320917023,-0.818071501039853,0.854307717309946,0.268803042154482,0.917446814529693,-0.617659821116721,0.0784122039552561,-0.712289881808099,1.31126222672679,1.09720308123443,-1.58955744297125,-0.645923566487278,0.074872492126904,-0.90070152653782,1.01507197657692 --3.08107910284038,1.62182543432759,1.38276402837467,-0.959896972366982,1.15306266353794,-1.30298132084601,1.76788518501269,-0.807412997167044,-1.04592985331783,-2.89049978555522,0.633828573352419,-2.00544054150924,0.748318903701933,-0.543326256471818,-1.09988290902128,0.604801398216312,0.641296428364701,0.689596771381926,0.502295089745532,1.21405315651387,-1.34829689473298 --4.0717135189186,-0.373015352170107,0.0678916733436302,-0.754364925851885,0.00917217039023675,-0.1869199736014,-0.0868813250838824,-0.741219538786092,-0.78464247228786,-0.162683379655921,1.63636358877689,0.447939148359885,0.1033630715805,-1.30247562938982,-0.868840087992994,-0.0325641500148308,-0.229144535918755,-0.445412298183295,-0.168574752982984,-1.11260821438262,0.189100691797912 --2.29483658344778,-1.34646402698381,-0.481280004952918,-2.03689304439285,1.14801256760629,0.928549216122508,-0.755427998822714,0.645347189371233,-0.173980542024602,0.762543518217709,1.44113933672938,-1.11594465639561,-1.35142577216838,-0.664712622656715,2.28451259131212,1.05312635718776,-2.14980067414794,-0.762377639299862,-0.157657102246128,0.529438023934047,-0.60063251429554 --3.00034840014671,-2.08868073915954,0.225463641240577,1.54664248909368,-0.0750535917840942,-0.779249072577832,-1.51880727975678,0.214538119067099,1.27247815505478,-0.354556137287245,0.351859136084386,-0.835427764924628,-0.284871387496444,-0.262152847245147,1.93682491506669,-2.45096944068128,-1.147159439682,-0.568506488526606,1.16445178192827,0.0592762550969422,0.86174865136419 --1.88265837872552,-0.101618342438391,2.07572726848002,-1.39457056699177,-1.65081891879863,0.490337774797286,-0.847757029078981,0.458794758503859,1.8476512394025,-0.265584772176118,0.28975634048764,-0.237927532263291,-0.2011540655433,-0.146230225271163,-0.214219993824779,0.188128434785638,-1.67063819816151,0.2937276323363,-1.06274915839432,0.642896485272844,-0.303786104767382 --2.70000788455678,-0.594396000802415,-0.542917758410114,-0.656996389536408,-0.971433013812069,-0.208115632414522,0.406120861583237,0.114762245009596,1.0315150391712,0.491117185032038,-1.8325135013022,0.694243368198632,-0.594811951479339,-0.789003523985962,1.31370212056755,0.209823261442601,-1.54259176325454,0.683046776188876,0.249154520386853,-0.401282370648326,-0.638671099874603 --8.26023239608051,-0.215893075123934,0.313968274380394,-1.01813509898059,-0.917608212768197,1.36008147726426,-0.859519499179849,-1.04861360709828,-1.05978272352796,-1.6553412838741,-1.45622321163455,0.689200344138171,-0.952925175480882,-0.820448984459207,-0.584332060537638,-0.579481099640172,0.561358270345354,-0.497153120710402,1.21043664729719,-0.410252590775133,-1.23273111073227 -7.43106336827725,0.0752599984630792,2.40045018117299,1.01560539914456,0.523826533015363,-0.124736846906942,-1.11961401965237,-0.0824047156930469,-1.92361436916754,0.0478275826466991,0.163097210753363,-2.10532635032223,0.807575514201781,-0.382940743971427,3.10849942140956,0.076068335478271,1.58564061868665,0.0413643243650835,0.582996165653046,-0.017907286278076,0.90419446003388 -0.723986223588317,2.1669253902978,-0.576681560879122,0.763617548089037,-0.330723265886985,0.640521475594583,0.406083124130893,1.44879951148206,-2.47065328077667,-0.377797832030694,-1.09018933582181,0.830067449851122,-0.956234874570988,-0.174336148751151,0.0481089055279837,0.449192692947301,1.49415665217564,-0.713766155987778,-0.83215416088311,0.123778775894564,-0.99150516063792 --2.04324683191948,0.645404965401519,-0.322724298428018,1.34339855379455,-1.66609951637955,-1.03837337989995,0.106031812811402,0.853641914080047,0.787361734504127,1.56790153231319,0.950904332966087,-1.51878158818177,-1.82404225013973,-0.391333942429289,-1.56811858634004,-1.08131242846938,0.920510087925478,0.478975979709545,-1.16125491818611,0.745183658528696,-1.54375416561988 --7.94231761944725,-0.197332650732912,-2.08537117508048,-0.223784922843955,-1.05119350252806,-0.149317793928792,-0.805152982430699,-0.736201418051244,-1.31309130706003,0.889053612580164,-0.0300220394653971,-0.765553263747329,-0.398853601666111,-2.37381191135344,0.239199225527815,-0.189987364792858,0.552473521545276,-0.114850004347814,1.04911506005338,-1.510494110995,0.662796487012241 -3.11765729772738,1.27367758192325,1.87993413727726,0.725658386152763,-0.168107244922057,0.595936015543531,0.287403347742471,-1.68407486374828,0.14238756048746,0.705705840167291,0.205312177060774,-2.05327821775121,-1.27342015047858,-1.53382564625775,0.246335162493591,1.1122390622953,1.24589418097415,1.6766280346293,1.46264360828793,0.359144948979467,-1.16494921804263 -1.46556218211797,-0.307339225196746,0.661916073824607,-2.20966500594967,0.748185326091483,0.86218890935103,2.16671410395608,-0.0577475923170729,-0.221864609756867,0.560447722373577,-1.3799689034271,0.766243363429719,-0.690620960108174,-2.09384193922623,-0.315154545354286,2.31587101606968,-0.39047814522301,0.557263061127666,-0.203350538081803,-0.321047111041974,-0.415447436460789 --5.19904161071682,0.522021526862458,-1.54035612302891,1.22148660944082,0.385362668425971,0.229454458394689,-0.211448649978393,-1.28155894631676,0.694798034471754,0.614698791001746,0.841210867160342,-0.0815175838597261,-1.69627104574124,-0.142852166706309,0.944550595287282,-0.215603937857329,-2.13195351393463,-2.03270061835402,0.479889609284904,-0.821848329956732,0.305578911623181 --9.74666201932921,1.16263285107803,-2.58762029369551,-1.36288287527714,-1.91101347617367,0.301504487713636,-1.40692150679789,-0.199454988327532,-0.585406759331907,-0.25321443771494,-0.858542877854158,-2.34613086339366,-0.500449345865548,-0.00804894063447726,0.892793640828646,0.945752168292448,1.36351787219359,0.295146392446221,0.202123061910597,-1.289817785146,-0.753660033766674 -3.00206543033912,-0.0928488805379818,-0.805753504954758,-0.84120096057137,1.72799019228771,1.12034669661574,0.858596899088167,0.842147163101729,0.821793138964905,0.532820332700261,-1.85002381779422,0.456259406854858,1.70034657221033,-1.0967719571464,-0.120032949339156,1.56855878261633,-0.0427731534133127,0.249324337681595,0.141177240291156,-2.24095483981488,-0.439152249246169 -3.28447647452384,-1.90194818212262,1.22441382205921,-0.462860807042858,0.544722168055681,1.38830565970572,-0.836220028746433,0.389913109818838,-0.127197144595035,-1.21603363895266,0.456896794110651,0.762576582669003,0.012342118155947,0.66761929114904,-0.856648629186868,1.67407700890026,1.13065358001713,-1.48523840233727,0.142278909051011,1.01992002421557,-0.00991163348082833 -4.51377750903527,-0.493266201603452,0.0161357649883902,-0.111495734842285,0.918370219670805,-0.0488524186349479,-0.180469930885316,1.29566458204554,-1.07090689723615,-1.81075801363799,0.945299913641313,-0.388023513535408,0.501603897753159,1.89460034206446,-0.153235698335963,0.593071051951846,0.864025159399888,1.03309858354238,1.71714828956312,-2.12007923267086,-0.778894887136305 -3.36357108530291,1.86369238711066,-0.796488048847463,-0.189810224286289,-1.78656705835475,0.865029664830206,0.315699029837647,-0.28676672817879,1.44230219722831,1.46980711456258,0.835773149225482,-2.08535101457844,0.876693258961095,0.283723360476371,1.25503434610846,-1.56211885437663,-1.34162001162663,-0.201194747802171,0.359420304444591,2.46369632090002,-0.870397207418196 --2.46999482099417,-0.212808995894539,0.944600469709701,1.05835243301871,0.361195199115829,-1.41032857195463,-0.551185946042377,-0.630711129413612,0.564528235893345,-0.901111512914171,0.0411903511535006,-0.316129995728168,-0.313496871226928,-0.253890236191895,0.0142781691065088,-0.350832378610715,-0.784509782672556,-0.144993773810612,0.0371326629851708,0.541270210666077,0.389307972621947 -0.662018522636965,1.13666002123292,1.0694696960334,0.177804137913437,1.43897774216821,1.61933540385376,-0.665419470255531,-0.596394312837314,0.539438374497835,0.254873995437218,-1.3983526608787,-0.26488993947825,0.145302270142242,1.63364994140268,0.488035180066544,-0.506725817971194,0.623152175950127,-1.0026944983716,-0.279644163998764,0.105420478856157,-2.17940985625263 -3.04577468650025,0.442739450647041,0.136120689716434,1.12803063760325,-0.744820311728511,0.992111120969437,0.510255000822514,-0.254389815422135,-0.82772533388783,1.24678379180346,2.11740720917129,0.954877764730752,-0.0700932676869117,-0.138037546071048,-0.14513970099826,-0.530956268468208,-1.18066046614313,-1.46288958042782,0.627907341969797,0.272458237555676,-0.000747095308251313 --4.61638943828676,0.0699044802717621,-0.98845341430439,0.225447419866303,-1.36862530465115,0.176319678228735,-1.15108448504634,-1.45380954659169,1.63005852412865,0.503758711008067,0.672030379434154,0.668005542632715,0.490644845320714,-2.34245017937073,-0.61351372803341,-0.0339500518496368,0.367485872862085,-1.63409386523137,0.772782672533953,-0.649681816969338,0.115185741468263 -4.39531358329323,-2.62588313737603,1.57064180765711,-0.228803494305814,1.48680676280954,-1.28680897562433,0.803472360477573,-0.913258837063336,1.26394115601101,1.31050716120699,-0.489087479512527,0.819521149658566,0.573825467710429,-0.703527048303061,-0.244324159449567,-0.47169122169188,1.27616789569589,0.798482182011716,0.00526824484865466,1.15389422692197,-1.0731574611601 --1.85111827571645,0.716413833945887,-0.755107602634484,-0.55800437581642,-0.595562441643542,-0.269520562515581,-0.733939235656136,0.316664110240987,0.487680262999981,-0.0513228326243954,-2.41203334867943,-0.578445988594758,0.287873013171983,1.06984861367533,-1.06242141386466,0.276981213524284,0.867232655129478,-0.0223533715645148,0.667238359659879,-0.0466098043928906,-0.378218733996868 -4.17813225757184,-0.604611722160916,-0.158869153196962,1.53395058905897,-0.480389039246232,0.106306512906107,2.59861331738926,-0.171502587308924,-1.23233228456403,1.11465902853428,0.43072011786414,0.536477253283037,0.505898373655215,1.18943714340951,-0.544892891412218,2.10179198823664,-0.476256862603084,-0.896517353081054,-1.14304633406117,-1.17873111749053,-0.0730409642249048 --3.50321649246322,-0.370584497674043,-1.26476361914929,1.36004100245477,-0.400457061336029,-1.06015901594919,0.656491041160568,-0.569162690491318,-1.82893818679553,1.51382820697192,-0.790067101700932,0.74255864005835,1.46235681915316,1.39379849161914,-2.5536274693597,-1.67451125291286,-1.1812989272977,0.579541684537623,1.29138563348001,0.504516887405111,-1.27899092806454 -7.09193159565239,-0.533668362189905,0.672788533486333,1.27133479722806,0.623865005597863,0.97155708378276,-0.184796696468913,0.48523357585212,-0.313571560149262,0.278409053156542,0.240936609696361,-0.259483453961223,-1.26971166385587,-0.00581610367424043,-1.24948356326991,0.17920498252603,0.511409629709319,1.12965833506747,0.933625103555864,0.974561249144053,1.40059262847899 --0.695193142330435,1.81218653480987,-0.319643555699046,0.25362913875273,-0.688344531340943,-2.87856971214059,-1.28954135906429,0.197109772504667,1.22436162791934,0.0176654401636079,-1.41260187907356,0.510586582300495,0.00225576112794942,0.987470024108678,-0.114849485144624,0.701734404955232,0.309554435386112,0.615684170230441,0.0884353109979126,-0.0621501454425297,-0.835667124462716 --7.74936909926085,-1.19630906994616,-0.0345229141492375,-0.999605280632824,-1.08124323543913,-0.451616587357136,-0.207531596098472,-2.20682142570525,-0.925841005905534,-0.0958043213899541,0.833579984895516,-0.195960073585038,-0.170758454064248,-1.07265034356416,-0.140478830723504,0.157508639504287,-1.20882335701216,-0.986783490544528,-0.240972299360244,0.978425936464964,0.484487980402619 --11.0722349899464,-2.69176770525047,0.563213572953275,-0.841056982203578,0.405117918565264,1.56599688226398,-0.678924191770954,-0.230576483570075,-0.200793278832266,-0.595508885048344,0.49361404678817,0.523695980574308,-2.09212334189564,0.0808036014986727,-0.0356189873938533,-0.8424240470895,0.0977021023770689,-0.674544806162959,-1.07267255151889,-2.81728783998844,-0.90069567841836 -5.37546155419842,0.546513355631927,0.499544459805869,-0.786417664681456,-0.563354450407884,2.04948661396241,2.3506114983038,0.0787463301479076,-0.742466159082741,-1.1723210625525,-1.06030665745374,0.299835004115418,-0.991109088500767,-1.37388105410264,1.54956265105404,1.46493494615065,0.362564178133597,1.50564107840666,0.895992489445517,-0.263266157702652,0.88640667522902 --5.45393903545374,0.768926409093582,0.34099189732386,-0.106630313496108,-0.953249402472771,-1.66575042845499,0.494930735579072,-0.355730944842981,0.219464457510053,-1.23667308221163,-1.11840813941045,-0.639615511438978,-1.03970558210169,-0.695887129606462,-0.28304980202748,-1.15234147810218,2.22227379916245,0.305778743548396,0.427927307752787,0.506490019354431,-0.822586089756195 --3.65428559525326,-0.186757799251065,-1.93520969974483,0.216683679766056,0.560987553436636,0.0251957119813352,0.231668706153574,0.156891275593999,-2.72957736502576,-0.264343915180031,-0.56626845909641,1.62619058352042,-0.0601265053772912,0.778870750880054,0.0251517651616371,-0.367849201620034,-0.950044710244849,0.792711228179071,-0.0250325287600417,0.268214132507266,0.680723504307351 -2.51601565747361,-0.229359755418792,0.0494061896842119,-0.127207541489814,-0.432391484167472,-1.80310665752413,-1.47074595453302,-1.29188290680385,1.11950914570789,0.843174490630116,1.35206276390041,0.587403625609698,-0.130696419528767,0.658675055812102,-0.364585859620455,0.0915468937088317,-0.448049095434941,-0.537090665911854,2.77429767928137,0.624869342539443,0.0238289190654418 -2.3172849323583,1.63018563465818,-0.837572478823544,0.627340156775382,-0.336175640552108,2.49116562473348,1.23791532847934,1.12632747774021,0.462586949862736,0.178530757746436,-0.992159114776376,-0.29913602044177,-3.07399397407066,-0.360777255129709,0.631077286933126,0.0986513516096718,-0.770074712614118,1.53918803481237,-0.943982624048702,0.663004093702671,-1.25848767851211 --4.90139749505527,-2.16467144096662,-1.32637122022688,-0.38634153690597,-1.09555172826599,-1.06753380580558,-1.24144931592199,0.922620899347934,-0.550639041507128,0.454347215834042,-0.219695815155602,0.595281183239736,0.268029143079843,-0.0450558588200582,-1.27978596629177,0.441214333510566,-0.133916125407919,0.153150725622877,1.55609382841559,1.49646243387019,-2.17603522712506 --3.03731299630943,-1.07777603746419,-1.78634379143067,-1.42679983691513,0.346753491610133,1.5500210873277,1.01954956291027,0.231770662956421,-0.754668639500123,-1.98105106407748,-0.434431108720118,-0.325153773022721,-0.344025586428141,0.73889731512432,-0.491136712876205,0.548148724241318,0.242143482569453,0.934462799835362,-0.369937118637104,-0.370372403883606,0.325147750563521 -3.66870566551574,0.739114919951308,0.263703400741799,0.226453716423329,0.951409892785552,1.51869334762315,0.970278316510818,-0.382391923338045,-0.510395818457632,-0.0759899801026519,0.669693114035026,-0.636335292807429,-1.07055808349566,1.38037116633567,1.35149836110793,0.435918730048297,-0.619865220966844,-0.326268233008446,-1.01422446955984,1.11378254373151,0.523783393498026 -2.52243065203034,0.386608728066216,-0.829451847251965,-0.818594241391846,0.457098658464913,0.124612378179701,-0.0207233638669271,1.70146747297601,-0.94331906490897,0.236807291985412,-0.212282805108116,0.725813744477592,-0.353149403871764,1.68288968655195,0.269570117982331,0.431548860438652,0.214717409362191,-1.25112271645178,0.297848527182922,0.356485142530459,-0.0603521899736973 --1.77715988878596,1.29639717227091,-1.46163477432866,-0.847152611022594,-0.358693456353217,-0.248471904496442,-0.296312140778656,-0.335156957260227,2.60026314575235,2.34349501397623,0.377183474662827,-1.22704006723209,-1.65595960828554,-0.438965213095607,-0.287231187858231,-0.442527111538193,-1.881713477439,1.44488696970783,1.15900617561329,-0.587853341983705,-0.605832450335392 --8.06678682032856,-0.803558357507768,1.68399017929831,-1.98433255043212,-1.04586135851833,-0.241933561509773,0.720773896172805,-0.982257676935325,-1.35041945357195,-0.158164639145908,1.07001495815866,-0.50640708587095,-1.05538012410511,0.0233930740442069,-0.95761019580963,-1.40085758333972,-0.242655857968694,-1.15271184305517,0.782496706214892,-0.443832824046183,0.0352338175951984 -2.2448389163804,-1.60262566858643,-1.54432428766027,-0.81277877157105,0.307534525210912,-1.25977007320621,2.0701403634163,0.750322528347224,1.24044885570017,-0.530695739483971,1.19623002429572,-1.2229180140803,-0.0685325353522425,0.780916230942088,-0.353876653673528,0.795884683531765,-1.43386182056616,0.756741465100729,0.0762643435455491,0.928951786144959,1.87374860254992 -6.03059905293182,0.933250970552304,-0.190887125460486,1.46167073117026,1.99438757203435,1.1458889912222,-0.446201401012972,1.72206324260395,1.36132287276153,-1.3297094199412,0.904089689915717,-0.58376683377087,1.1482807206908,-0.181220118260237,0.366958248908603,1.14348340034986,-1.63036987281178,-0.320748111052469,-0.440016972896172,0.96137870369653,-1.42000871895359 --12.6827976108127,1.80608925390866,1.01621169819324,0.613292207107378,-1.83028883299077,-1.96662668439875,0.29507647836728,-0.342361336211303,-1.56033977016752,-0.463241390830913,-1.17848778681783,-0.484765544609058,-1.25491142671293,-1.64220375960619,-1.95567461332103,-2.53654380861653,1.2519732544932,0.0702454017773291,-2.05821112255236,0.826462529680962,-0.338256238767374 --1.74393654027871,-0.0565036325646403,0.547126202044048,0.299415381274695,1.34431105525725,2.3837927490591,0.508616983876846,-0.0626263417929521,-1.84642421611688,-0.866189552364219,-0.279107500983331,-2.47170022329647,-0.056365585730872,-0.900019722562084,0.32525031820324,1.29944683297483,-0.374220810640816,-0.479325415972569,-0.343725413452924,-1.67085644315362,0.45996198853861 --2.90196726063313,1.88591131889724,0.755154007700156,-0.480336385395356,-1.48069293640408,1.11630763183585,-1.33743154548133,1.1293826083728,-1.90616373871103,-1.95439794372281,0.163782165166189,-1.63199645565134,1.02428092676045,-0.439953200637793,0.109397093220559,-0.420985923365744,1.80905380341396,-1.49245263777544,-1.16897904109142,0.267999564429009,0.853870958532463 --4.61358167685589,1.57838342842404,-0.419804196586658,2.45683627606723,-0.717222090377396,-0.945571115598875,0.557487410435768,0.313846396792281,-1.25045840837789,0.639393258886004,-0.716415685678822,-0.57153939506002,-1.81403642791729,0.546976043905044,-0.564381117822039,-0.553156367854468,0.442806472068999,-2.23620191454394,-0.544017671983151,-0.306003508507103,-0.0516020244255863 --1.99423586696558,0.502284624314142,1.81078206202833,-0.738860871915999,-0.80048855543574,-0.536495647684404,0.457819972069097,-1.81763374549774,-1.6269459601287,1.54496585396077,0.466280754420497,-0.308476412662642,-2.51737441927839,-1.25678352246462,0.41964348935904,1.68311295555519,-0.0429611947863159,1.95004092598249,-0.335833031142908,0.804498262107655,-0.0814553238970991 -6.55902089377203,0.429914212555579,-0.110802355847828,-0.554979549048751,0.50665933180226,-0.546247081370732,0.467892380755993,-1.77904406206381,-0.785574384791363,1.43142233528434,1.19754139920477,1.74143454462252,0.99266954750935,0.478338216872839,0.573961850454989,0.732629125798827,0.150973088950018,1.75542569031242,-0.417155172274849,0.0271749926008198,-0.522571111517357 --6.69127699977125,-1.26564552888479,0.360255449915776,0.295984320247389,0.762776224745738,0.882383754459089,-1.08419949240125,-0.127080502999727,-0.883058020665097,0.171492021356313,-0.946769760272672,-0.470582078288335,0.352788398676722,-1.83706018229787,1.26524299783391,0.09841426427642,-1.94668865489533,-0.266197130908996,-0.00527827911154636,0.757244008576893,-2.28389404701965 --4.78174696609224,2.23623233054553,-0.106309479570846,0.693950725320464,-2.23170875506958,-0.00744662663217427,-0.0311300123093365,-0.587447657995852,0.0727385088928755,1.64383256311517,-0.193415044547388,-0.918894318413126,-1.2914094074802,0.0437540755618862,-1.38991992529157,-1.77153772104122,0.0414526557091122,-1.706678070289,1.10480193258863,-2.41172766912379,1.40699024999394 --5.32076996673885,0.331968377856512,-0.69271070829379,-0.552631687307567,-0.0562743538357202,-0.307454720373209,-0.490785328965947,-0.711550824406061,2.18188561555315,1.70852501797633,-2.11213225236965,0.826619041236863,-2.0594890425019,0.170363320553788,0.589488822786667,-0.984404705159924,-0.293739670478967,0.41731882921175,-0.993412897109586,-1.49753299013257,-0.622847576264277 -1.98649771496258,-0.139282385567736,1.05654836603028,-0.105254912341194,0.990044909143611,0.153863150102228,-1.03936772284564,0.35854237742732,0.690311346892304,0.69281307774483,-1.44977330605494,-1.03859390695891,-1.26417896719173,0.0383773724870995,0.994321355776398,0.180347740969887,0.138868161198139,-0.312577304891318,0.526510519521336,0.00047469079386869,2.1201326667926 -1.79032800789368,-0.734593825625815,0.763626970500598,1.14565175138189,0.208638694117695,1.0178795270999,-0.560797037342163,0.585317041869425,0.112213151542052,0.819698793874292,-0.139730822992954,0.993666676563323,0.47431545169384,-1.41883305546154,1.51218158430834,-1.43533158640522,-0.405918109055605,-1.6758435203558,-0.627392656444741,0.816288501758901,0.875319776383555 --7.89998206367386,-2.77759276392393,-2.23051432165733,0.196891097796718,0.506034343525748,0.686718294485594,0.605677677244355,0.668758986906472,-1.82293663585166,-3.58585495570881,0.0144959818419754,1.62466357870711,1.36346745424575,0.615747390422329,1.03295247244346,-0.922492800571799,0.152805416110791,-0.27203420888878,-1.5072476034323,-1.01271176135346,-0.570961253309696 -6.8018221132178,-0.322853958783463,0.392795258862341,-0.515387898300263,0.121883622006187,0.466791884446924,-1.11633345142702,-0.266673319967574,0.514513264883119,1.11805670804716,1.35392289434507,-0.446860485769624,0.891499432138614,1.26585618937379,1.85790516644102,1.32747809962618,1.35270002337606,-0.548145048222427,-0.517911067624481,-0.569113986763126,0.99961048193932 --7.39996434821091,-1.03558647376593,-0.763776843669467,-0.442150010637107,-0.705995690441977,0.868630524848699,-0.360640949927097,-1.06275284661772,-0.765152321071134,0.465267856547331,-0.81198112281189,0.394425126340294,0.303210328858194,-1.3983065929968,-0.116271419245941,-0.72615822423795,0.103759641057877,-1.6239632711239,0.463450485009856,-0.988489404230098,1.09253905534202 -0.981935605048637,0.0547526501967002,-0.160173690861392,-0.94931405685029,0.475891353843644,-1.04347592178535,0.503400106690487,0.132148868451771,-1.3384326670208,-0.721602877305601,-0.123152678319009,0.444765079099437,0.0921314414464855,1.72871388505781,1.41202576280521,0.822611923439503,-0.328480160874002,-0.139283579706874,-0.288726998071135,-0.434021027305586,1.48387197548539 --6.21578607370482,1.54368491874942,1.38570159943181,1.30900918790688,0.601477734493092,-0.607690766953842,0.34058267683202,1.14039911225746,-2.01732653887724,-2.17363339129363,0.553829384786221,-2.28242008891543,-1.06279314778538,-0.833933182172178,1.77737159086911,-0.697699348852212,-1.45331283327464,-1.17250921445014,0.477436536650486,-4.16372290794368,1.7090196754757 --5.9596322258978,0.964446254365306,0.0984408543730287,-0.737739090014006,0.769949250879504,0.302666732837631,-0.675130013501984,0.432253918706832,1.2820092661538,0.418244207769043,-1.24147557631331,-1.14885898990774,-0.905254986845036,0.30201403730988,-2.34572968599134,-2.22316473519188,-0.515875869211652,1.13454267511089,-0.0721624455617284,-1.60280415864478,-0.424442812954332 -4.46060599443534,-1.83230284878881,0.633756275304935,-0.16784280239846,0.0461948678681355,1.07388183347709,-0.461609265730117,-0.402262522967367,0.813572230492926,2.59367367370027,0.382418894786264,0.272788367206249,1.21009838206716,-0.499370482882013,1.53390914979281,1.00364703769611,0.917792212876742,-1.26214632466235,-0.00790802242333759,-1.45234163931002,0.79355638089916 -3.23560749551225,0.132961342686625,-0.549741859038556,-0.722058525582998,0.985415822785622,1.32711016472644,0.138371269717351,0.756574553603847,-1.73575646905895,-0.506430059522636,-0.502252585617746,-0.609074876597499,-0.437145368116812,3.04603187616268,0.615181752023656,-0.101981601756581,0.873792126209697,0.378300723150856,0.850719548697081,-0.592764695168791,0.0626748433279188 -4.63168647731517,-1.03340203846113,0.630221206947342,-0.10121562903491,0.764242784630208,1.35485923870897,-0.539753485840977,-0.609473451800511,-0.343742652058396,-1.34722925969833,-0.859670404314911,1.36343700896324,0.539723075017684,-0.885317081464195,-0.93301379458334,1.19138007976488,0.422927111448084,1.60327949651323,0.449248949310798,1.54589658932817,0.822788387702715 --1.11048267180858,-1.72828721339192,-0.476780817075594,-0.330809735156308,0.658453896560748,-0.198505958154576,0.80391887992441,-0.94328238139464,-0.728761443016163,1.16960235948607,-0.613659515219007,-0.0302246945203206,0.136942791985444,0.0264457357441369,0.871847680586909,0.30120638571687,-0.804536316810714,-0.432554147588555,-0.929519513566749,0.0578211703835339,0.624418118143706 --1.93740998135244,-1.15987103180553,0.254120685003172,1.05090319858346,0.283733068587204,0.0954523110945181,0.623744523888731,-0.192390051761014,1.36911929740834,-0.784365727456226,0.108074569486001,-1.48075088628837,0.435143610702854,-1.53208456601194,-0.126461110707258,-1.52724442091533,1.02423648035977,0.410075880323014,-2.17470446294973,0.47354131435839,1.40174539865937 --4.34366163246527,-1.39344360096616,0.579352661923954,-0.552620659008862,0.644248410015882,-0.859914379704219,-0.212696821341166,-0.284922748139262,0.450909316451585,2.07796322030021,-1.67897342182293,-0.39300741743376,0.723625010651747,-0.635561125525004,-1.51672241243389,-1.20779150592966,1.53818346635881,-0.0535028523010429,-0.619635894525844,-0.212650830499133,0.0282636976020513 --2.50288387913092,-1.00193144531418,-0.598828550361378,1.91597876270862,1.25251005612352,-0.545718778589851,0.806428271538288,0.69888168620439,0.381651750675853,-0.683601908764663,-0.99854884116497,-2.49166324001547,-0.159597292285027,0.0573587534425842,-0.530039410153619,0.797904306396726,0.260874371346494,-0.127133077917584,-0.990160266352657,0.356250091813162,-0.407533984344077 --3.42544083422465,1.34839194301861,-0.472780486500831,1.09562024902997,-0.0233660437829251,-1.60873086825612,-0.530049426045236,-1.4036957415966,-0.400202054638271,-0.55166122265625,-0.481881319469771,-0.193304108724206,0.987247069733759,-0.553429130525176,-0.541412353309601,-1.0560029547965,0.188681300276271,1.25237195771129,0.347805112052856,0.227152163288521,0.808053176665506 --3.40519153261882,-1.77583638741353,-0.26709938119586,-0.0601085848267723,-2.01327223426809,1.02686021454378,-0.60282069848286,1.97746382237809,0.983148016695056,0.142325604738174,0.341873904267529,-0.119225803610082,-0.138746572262729,0.360581963299359,-0.835106903265812,1.28088367539081,-0.745289218936548,-2.41767004466344,-0.36550681600327,1.16691987949103,-0.868283213325718 --1.82437051669807,0.370374694188887,-0.0910015639654721,-1.28018307543205,-0.448587640783249,0.509652364044581,-0.941040514502098,1.27304900363129,0.175444703309745,-0.12795118266631,-0.327889176575225,2.08890997929737,-2.26166802655124,-0.263910775099782,0.067334671951796,0.474676423618575,-1.57428848462194,0.365248142743434,0.22497589343175,-1.19398994936181,0.532540716708404 --5.02441934906706,0.0419605863244238,0.513792397163071,-1.47203383164489,0.147379957172259,1.23955586220755,0.203987354120079,-1.12780916985501,1.00040918125235,0.648104637974931,0.0306003905401658,-0.371127065369651,-1.22262900858882,-0.966454787330425,-0.39771382564149,0.20952733514313,0.543634311316099,-1.05606635539133,-1.96401727041138,-0.995991045926652,-0.260723530303174 --6.54639701744637,-0.132750488298142,-0.219308575817883,1.36433424857773,-1.42863246029192,0.159947760307531,0.169058707193876,-1.17756904278636,-1.06888003657031,-0.143263707959005,-0.634284453247419,0.525999434622948,0.797627643071605,0.510057624976225,0.760839780615361,0.704061072509513,-1.53801597435778,-0.570609369932756,-1.72046338438234,-1.19511323812799,0.97499556174611 --1.66528425326287,-0.0139420252131676,-0.230545069950989,-3.00706393325332,0.622617639191215,1.28407560556783,-0.0643329243151909,-0.223543253759109,-0.0894392083342394,1.42895057159256,-0.0127610045462077,-0.871079840197625,-0.583329213329226,-2.10429554777581,-0.304494530923508,1.87869360088046,-1.57763397639319,2.15441945387789,-0.552022894582642,-0.13565457181751,-0.554368321828032 --1.22397064717731,-0.366039300431897,-0.163050216828543,1.46893767816892,0.629960691716046,-1.69261277071304,0.458115087873523,-0.175971049408482,-0.214584802111288,-0.205661542607821,-0.331442805750185,-0.500860482817842,-0.989858935820773,-2.05848155350766,0.631533933084515,-0.086609239136669,0.565123121737217,-0.547661197884934,1.60366173282316,1.71206556208563,-1.79327456869853 --1.43832836662375,-0.105173946166973,-1.81816790049371,-0.712189444199272,-1.61841300824693,0.0679817733613502,-1.08097143640404,0.488610366812943,1.70784418912132,-0.787736289928059,0.0725183349787112,-0.0331953643820578,-0.678454198551041,0.393955618679288,0.0968388829652367,1.3384409237034,-1.46293397602074,-0.572005461202375,0.856746236674044,0.488052889042536,0.244408086944989 --1.62853903207568,1.66024437713918,0.855187453368001,-0.177239517902278,0.532151011379159,-1.20430792109966,-0.25535312234013,1.1933120198921,0.438231624020963,-0.353615646815666,0.124560171286903,-0.644575351341749,-0.261125207295416,0.478263307814098,0.195161856280647,-1.98954601343388,-0.789751123515688,-0.856389310505071,-0.829690979859441,0.230606006667714,0.293702555437474 -7.07587129782365,1.55507762193835,-0.780880604750169,1.24135077789859,1.14546713563367,-0.217080459909433,0.266146287402431,-0.523664051398932,-0.270820820182257,1.52713697992572,0.287383078632516,0.656542115665444,-1.76751215134198,-0.841976020597611,0.920892576068127,-0.77993267715571,0.627844347508954,-0.00301521518548617,1.2776283290894,0.888391429952781,0.968512275974637 --1.1607141998389,0.443204940808692,-0.742919175629776,-0.714457697812971,0.423689213899683,-1.96383359936403,-1.12502530733186,0.957727840561211,0.377857735221057,-0.144880109686586,-1.36167075594954,1.26024222248265,-0.0174226773773783,0.774076373787298,2.27245185546092,-0.594902489013019,-1.78160067295668,0.312713048542158,-0.160047131848111,0.325363183777862,0.184253271392936 --3.40205654109091,-0.43866672142978,-0.122379951265925,-1.39931469882698,-0.287837879706569,0.353462157446994,1.57186724495593,0.623081968348901,-0.954407682696609,-1.48178819510627,-1.18164307166099,0.719660045357069,0.0251283507960064,-1.940933942015,0.411685479774929,0.814283098147898,-0.508114929508606,-0.575506583233174,1.44998667112419,-1.45464358286375,0.341437154769143 -2.4639613251963,1.20986845535591,0.613778889216689,-0.513850280021122,-0.995058302623774,0.489212708961972,-0.645547000044684,2.29216199804062,1.8936974890637,0.382022591028704,0.0370159840612686,0.426315869955939,-1.05000893053963,-1.78146993895881,-0.300653580822301,-0.251614416370578,0.683503692247259,0.785107043532238,0.900011552849119,0.425811143486921,-0.931442997764431 --4.97214474029858,-1.42292599485884,-1.66911349758814,-1.42674553940545,0.378966831042453,1.58158552989432,0.455538595742263,-0.643865653844495,-0.00293358093261851,-1.24167125355709,-1.25118660185737,0.130259057544993,0.127885568010664,-0.564740028429408,-0.0329942788131846,1.1029479800282,1.85694044414641,0.0458991338619614,1.28188140904499,-1.00083543806481,-1.3193087129886 -2.10658513535858,-0.0588976635320806,-0.294490110860366,0.243737942527324,-0.0391039112327003,0.33023112849162,-0.371323752476506,-0.31839494341767,0.878623706569204,-1.90965810463207,-0.28769248816489,-0.462882135412517,-0.276144284705835,1.70537408573804,-0.332916120847281,-0.271895732536732,1.25248254076922,1.18856917978744,0.370010663467404,-0.885607533642466,0.759968506949074 --0.2747941274451,0.203736299198387,-0.123497597257776,-0.974526169979148,1.67215876871262,0.450639677062121,-1.13906349890288,0.208821001419117,-0.0326794505983822,0.568958706053251,-0.205952633115292,-1.89589412184717,0.870608292063818,-0.67175942769695,-1.2229612414861,0.283959306181658,1.46203401799696,1.72419840115912,-0.188217120915915,-0.865525059376915,-0.189016028950529 -2.55193544155033,0.743010635466116,-1.40277821012103,-1.54961429077633,0.592080014314978,0.504957999353775,0.113996337711511,1.15497976358508,-0.531305945968319,1.97848424577708,0.712685169191966,1.21695785157807,0.714253854068833,-0.721226548297041,0.218547544749038,-1.98393765932911,0.142434310027243,0.591387386006137,1.40568441206602,-0.708312348814701,-0.34756577651668 --11.6921178460911,-0.377698933065141,-2.20940398994944,0.998443119744125,-1.8783464587326,-0.407324093634374,0.0431569372045286,-0.527578202217381,1.96678188660304,-0.204309888035243,-1.04851225269203,0.561148349779377,0.302729107095797,-0.700944742125939,-0.949792735996364,1.15496323076644,-1.10346608758148,-1.28804575220785,-2.10953324469887,-1.10197474766396,-2.65558661944423 -3.90693853415111,2.37868017675574,-0.0213532101563942,0.056592654942828,0.582512805502983,-0.214560086954816,-1.14934056612945,-0.822948403952345,1.09544922102715,1.36038023711211,0.90559217344844,1.77481902730854,1.00856626263497,0.0298619495493378,-2.58993968228779,-0.746427521913235,0.0884712665773207,-1.1775917307524,0.128271577450278,0.968271248086383,0.242122392162719 -3.76143213863862,-0.88793195704281,-0.634197571449376,0.662227744092596,-0.293744124299893,-1.38527914062362,1.20074908936615,-0.515835982900597,-0.135271415026138,0.497864162927349,0.681120886791773,1.54557664801937,-0.649090131155946,0.286846825193759,0.0831551667436532,0.712001085670327,-2.25109652890634,0.0289750193367332,1.47701410154637,1.22734281822751,0.481919367755434 -1.64004632276176,-1.03607624964215,0.955224854254477,0.72904552925232,-0.883864755232935,-0.228444125518291,0.222914337609932,-0.690064391241112,0.0385472913549743,0.896060212139134,1.24646888625448,1.33742983636293,1.90156495048084,-0.695005955770545,-0.643930280035016,0.446948098036315,-1.54227996942736,-0.121719625693658,-0.116984948718749,1.79095170344423,0.359235777498932 -1.09570374236347,2.36778642255211,-0.861116791005376,0.35753515697862,-1.19856241267956,-0.705820668215166,0.0898290766797699,1.89088688739954,-0.645929971635471,0.29297401369502,-0.444218905879848,-1.36014080385065,-0.577616910113973,2.25226063400659,0.159601311898603,-2.51509639234187,0.646208138350281,-0.383223095530581,0.0323064954167573,1.72974001066382,-0.445240471078735 -3.224482706754,0.561154039809826,2.59379693444951,0.04597389584215,0.53028870292177,1.39637571093001,-1.32115587295999,0.105589201985647,1.26553458979596,-1.23890723820666,0.075144015921451,1.14848219642908,0.136233615021715,0.87735053803257,0.331917513666237,-1.05044358045613,0.00322653214766566,-0.497383186575978,-1.38493286568268,0.62111120284282,-0.347500515788456 -0.924102461865825,-0.445940052101709,0.46473517002686,-0.438211604272781,0.514007860788005,-1.74370667948884,-0.271928777692803,-0.258532689609855,1.21448179733676,-2.3580092352919,2.08283176444733,0.545414011407721,0.00805964952063546,0.208209969944883,0.0327084228123968,1.62419629131821,1.21076810628291,-1.7807041987404,-0.753657882819192,0.367283065857113,0.626040342421466 --2.38092604661186,-0.934416511347304,1.13100981979751,1.35901629438502,1.24629181880841,-1.40247124136695,1.2560649874542,-0.836034394880529,-1.43023722982207,-1.36854461064149,0.0860382426505981,-1.71254641720404,1.14966087611808,-0.966799357439238,-0.254564677573303,0.598947746355036,1.30019112383601,0.0797588169400303,1.34962734140028,-1.20164518515717,-1.21121802507004 --1.38295207843585,0.479501557165675,0.434355220298645,0.370820140581384,-1.62044644606284,-0.773223351903502,-0.306699027663043,-0.52452989129326,1.17783805620722,0.337883065205802,0.626088907181472,-1.36002839912653,-0.0731683812836093,0.18275312765099,0.423610447422751,-0.346401651795376,0.883772789377203,1.64874738522534,-0.254014421455368,-1.78403989167541,-1.06463584853217 --0.872311753945836,0.236980549756448,1.31919683598417,0.944464121121338,0.63772406239343,0.684991122581482,0.901141279825376,-0.0709188142258065,-2.03063447344154,-0.782859652781245,-1.12572214144872,0.129504216037386,0.135015218461835,0.391321998918583,-0.373790364887496,1.08006404480719,-1.21597186582778,0.129751743369928,0.313848262780545,-0.0291000510473867,-1.03467016687483 -3.08933394226149,-1.33940240798188,-0.273709509690191,1.33033617718832,0.377860462124853,2.7612548334339,0.0118895119978189,-0.837472436025558,0.0337534800958076,0.558077693385073,0.133939731796591,1.30974554533912,-0.892914569797364,-0.306974097863459,0.00780366579450897,-0.688206018549049,-0.14773220821229,-0.484171556172867,0.629574139432833,0.248444918890134,0.360168172133249 --0.0428866230982562,-0.10742903346503,-0.354558407543671,-1.06420256758434,-1.78586933705556,-1.17368215178452,0.884064241550136,-0.855121042407064,0.484291942117366,0.322603745828954,0.249755129977728,0.363782536303117,0.636880281606297,2.39812411993276,0.0820009619417357,-0.800922807363743,0.188261457522589,-0.28639071703329,0.754553244757018,0.242843942837394,-0.18286149865303 --3.01908975952987,0.577723123936115,-0.311284599687752,-0.956567089113284,0.715295983405146,-1.21056012162153,1.07133877480252,0.531345391896244,0.8563345158061,0.909614096905623,0.902113419507631,0.400447348756912,0.459542503607816,-0.634992284441262,-0.600477979124496,-2.47071480774156,-0.366947025459374,0.368174666579452,-1.60781721923378,-0.528339912252379,-0.510760616875588 -2.66026733423461,0.45405688085794,-0.196059079943148,-0.0260850732248512,-3.17619633524688,0.854809435050117,-0.794446002575477,-1.03279053054962,2.733685951355,-0.652472351473223,0.752754584391601,-0.196800005159849,-0.907650845735345,0.168708054406033,2.07017679664584,1.22677875865232,0.930580386389885,-0.46691293747551,0.21929222027887,0.831548171880281,-0.772726513491309 --4.95122666468388,-1.19032283130216,-0.244633783917724,0.113619155162792,0.559192362723911,-0.207941347202471,0.800259777866518,-0.058225274997497,-0.225676262505289,-1.02390515664945,-1.0417140829733,-0.553543394582958,-2.25594528225364,-0.572775902297037,0.799034690635102,-0.432986935799008,-0.749788202651337,-0.284739081213624,-0.0227588461183078,0.602869260552617,0.181121685149874 --1.22560810966492,1.97320990296075,0.271683638334078,-0.821680675736261,0.753937488312502,-0.301848775589384,1.35963995297618,1.56674200927709,-1.019288121942,-2.53610827479894,-0.655710214178175,-1.03204540733534,-1.48164737219053,-0.105958994947141,0.319193797811158,-0.587280470455966,1.26761264597154,-0.965896468164204,-0.417646671726363,1.17855861955415,1.29151444381969 -4.61141982564873,-1.07603748329362,-0.594859226991809,-0.435060522219348,-0.105946733158401,0.659322012836476,0.616626733029743,2.01920310081733,0.667816373714923,1.33200251456954,0.311816442714078,0.304941193394567,-1.43083719027744,-0.154428466734882,-0.112291811115543,0.8385448959503,-0.0767088926991812,0.851206516673957,-0.247025411723689,-0.98862866813277,1.28507267385898 --0.748712352157875,0.193951163597338,-1.0335520249875,-0.0819263239003489,-0.0920934490012491,-0.971425584982473,0.779300114363714,-0.863925768611711,0.710029733533388,0.893034559320421,-1.55129424834151,0.768310433079005,0.158303326671681,0.0830827015131498,0.359459783808265,-1.57862669137853,0.148788253945311,1.43274376807875,-0.0179737266405008,-0.58722249549693,-0.337032949895821 --8.38497885061324,1.08604038573532,-0.392430728131176,-0.046399532194636,0.753899822443741,0.828981940649998,-2.643212730665,0.547766676729358,-0.420839026208089,-0.796832495280216,-1.92489609538511,-1.36809719334526,0.869259594089933,-1.04595213098914,-0.983650587875114,-1.20225634431511,-0.896636412054553,-0.230444246703108,0.913098692433655,-0.659482612634713,0.297057861935302 -2.39928951056836,0.0787259308042922,0.800645249503013,-0.516339370474937,0.629250361803576,-0.298684065514442,0.0298696173891832,-0.104230089023168,0.266614264961226,-2.05782043155014,-0.985683634998284,0.27744493924956,1.76157351760417,1.49208046707823,1.70431491431496,-2.00375441228084,0.505443403234401,-0.84780923411867,-0.153138386902431,-0.32705265293798,2.34457444412968 --4.07306434879636,1.47018336363309,-0.155940310341707,0.871979719728628,0.753561806796061,0.900109586097625,-1.53416019436136,0.536694317882058,-0.0960172133887818,0.339741515881206,-1.94223370716412,-0.252929268664311,-0.716589079413902,-0.706651383388228,-0.335517094174412,0.889725358770534,-0.937456649639752,-0.860472505695209,-2.09965479426687,0.524523948417242,0.0694463885531182 --0.792530360726671,2.71433114529866,-0.58996233756211,1.32871338635308,-0.0675299341374209,0.959971911935722,-1.18215983817811,-1.02192565102992,1.84753022694472,-2.56268856055726,1.19305838028099,-0.592355362776239,-0.430461277065005,1.3939110198509,-0.11467921597229,-1.54343162733793,-0.973458007578136,1.55394131457424,-0.527814579773137,-0.487060436986156,-1.92594741595903 -2.18049006303496,1.11634968433779,0.0787033670270891,0.745445129323212,0.170142159284354,0.879642292201234,0.163071633839831,0.532201991182858,-1.24629200389597,-1.70125599438969,0.387966520469306,-0.362212621744255,1.21973703503896,0.999895016956443,-1.51924092185982,0.920820640475189,0.16929561167406,-0.0073133461776082,-0.575500940671676,-0.53470432706015,0.378269855632962 --1.77840752778044,0.988758104016692,0.443009071992676,-0.282378109477017,0.452167180314123,-1.56128093705119,-0.687596129586802,0.455092845494813,0.698092472428985,0.651808781765911,0.974084611354154,0.985240221542958,-0.539048393154363,-1.1104298639723,-0.738449631442917,-0.264010510539524,-0.482663721220827,-0.0966742083535042,-0.03840908104759,-1.55328177590599,0.634799393386548 -0.0431176218893014,-1.02592732705569,0.586729850443288,-0.209836983336078,-0.556462862295447,-0.808068312590572,0.286165152512034,-1.34845806895622,1.57546614740917,-0.117533531231895,0.854432832332888,0.950349716089698,-0.385380985633375,-0.695084176388271,-0.00264051382892688,-0.0167353225711801,-0.695716865164422,-0.589421540954245,0.887964096448709,0.889345556989593,0.115552174137862 --1.79053813316726,1.69442588921929,-0.373635152827886,-1.29343082133383,1.18913853878474,-0.254336760520216,1.37419316573359,-1.2340447645693,1.133027250614,-0.171533877797405,-1.14673502579006,-0.0876560567030838,0.502721003066038,0.195237618023271,-0.918599482301551,0.316630060144243,-0.543324089587595,-0.907201869776607,-0.96391077186538,-0.776866012490977,0.476542375359583 -2.62673103668828,-0.0438579329855956,0.193169458696734,0.237161020975684,0.122559991283596,2.79841563738984,0.560602366689828,0.677363986042687,0.223691125924475,0.39679051848152,0.39072767705217,0.806384380803402,1.09268518204315,-0.2905031964984,-0.120555126215801,0.489253217158804,-0.337727770900059,-0.3563589488611,-2.27045258317134,-1.26991939821958,-0.946368893239128 -2.24249126861915,0.40892433361665,0.716840765444539,0.662103932571472,0.175885342986,0.344614547687148,0.165400180482244,-0.758874768208516,1.35450224468501,0.0265004112164892,-1.55423324954165,0.311711112350865,0.955866362265037,0.635399876930031,0.409453826775874,1.0037333295103,-0.163124971099454,-0.412786032128961,0.55453731743905,-0.805919883041028,-0.32545931210803 --2.97043187478558,0.115209478001697,-0.273004725226379,0.148210012649977,0.66198528167333,-1.28441071771667,0.583206006464798,1.72887365549802,-0.704483891067876,0.614892306599634,0.421047321640211,-1.62639298625176,0.252543108019095,0.0096506868273828,-0.412228233825633,0.6434453292261,0.246603873430999,-0.555453060412161,-1.03774078236527,-0.797036372432168,-1.14559141779363 --4.73914936788507,-0.176403195772337,1.45325756510572,-1.19613361732647,-0.526180706507451,-0.104258168296654,-0.384889767055786,1.49718995436972,-0.351649921418242,-1.25234570790636,1.06515908661518,0.639659165582594,-2.36130622618356,0.550464589759657,-0.137387072073873,-1.13123400383684,-1.85886748460463,-0.396918231528798,1.25273699995611,0.294172196876783,-1.51883003909402 -2.37975602356427,2.08171630036462,0.541411515477177,1.31939465804584,-0.165666816673527,-0.950784349398913,0.385083442643153,0.315838152363955,0.285478627304211,-1.07352504603961,-0.474937461165643,-0.515753808273377,0.189328444520537,1.10985166457808,1.82932862095038,1.17794381503427,-1.64990083042048,0.199546882534578,0.102299583698139,-1.02399178038646,-0.690411789777831 -3.96262031482313,2.04906619307376,-0.0687754603349962,-1.41686506351842,0.0814247889543102,0.366077877045951,-0.838791786403325,-0.453152837553046,1.50604555622748,0.735620348957337,-0.471988865581555,-0.999933845140279,0.502527284314009,-0.717412364543782,0.631863885352986,-0.0565963016214748,-0.889676272540791,1.29049199661265,0.448381330845905,0.389079959017526,0.580561348885109 --0.00132706406024385,-0.84468882240796,-0.293417003918388,-0.498239731347589,0.0594840865958342,-1.33089238099027,-0.290621750232152,0.94564620699054,0.487541111525239,-0.630538564314016,1.00530757426437,1.00232564048137,0.35844845618699,0.00287225941156002,-1.06410609120484,-0.347270498100466,1.29729714754587,0.416309655680541,-0.963536446876918,0.0149135694962219,1.01200684008831 --0.451319418477842,-0.42258466192741,-0.827441760708943,0.828038150555872,1.8547220851444,-0.783026282034421,-1.20515562060045,0.214077053688657,-0.0299746221644053,-0.6942105657222,-1.22613303175911,1.68097478715462,1.52173127725752,-0.265133271273506,0.936535580979961,0.53528068398404,-1.2663578952069,-0.954300728176247,1.41966512912314,0.0984305038269825,-0.63007201208862 -5.40335037564489,-4.29462067282811e-05,-1.83271681288251,1.54862432339962,-1.42112553187922,0.607570941369226,0.937688326041703,0.959402650348113,0.638391802551667,1.58309392092716,1.31615898582328,0.617445143276516,-0.548818740510623,0.343324651305977,-0.694010267162179,0.666536260025289,-0.686441826464795,1.37764311607802,-0.824201816723935,0.499202776950043,-1.22224840119298 -11.0700302609725,-1.22438899833902,-0.262750897018294,-1.21907438730356,0.787116423498094,0.55603227895755,-0.964952437346562,0.424730845908844,0.387247531188646,-0.174565143211295,1.43900732760172,0.196541873573521,-0.852553135537091,0.784313914248089,0.593482454136694,1.74274997844836,1.47673754649838,2.00934859375722,3.69895263769097,0.381139354521455,1.57319908454362 -1.37311832328601,0.616144909077322,-1.64840599873118,0.161401803675325,0.328555650892624,1.22874960398042,-0.299939049780497,-0.979781686162359,1.11831621152554,2.79608150602049,1.4032182607334,-0.504454235002676,1.23284642923916,0.640321528922241,-0.109002723381343,-0.100291576630984,-2.89829255577596,-0.443223851054927,-0.159443478423705,-0.880797060867999,0.00560926386485592 --3.11088408874582,0.592789088105364,0.34895272715258,0.0787295673415279,-1.50028401200085,-0.261349324702046,-0.340136942243005,0.106545147095681,-1.31532375284097,0.325999484690321,-1.39258229110982,-0.478868031836662,-1.73137863363518,1.34711340776869,0.413758397101857,-0.473802101080539,0.957018131967672,-1.15927038090341,-0.281145354585798,1.7741277077495,-0.054996936675053 -0.307611079963619,1.35560461363218,-0.115138628691762,0.165786662019203,-1.43734149357563,0.608052839288523,-1.02821537159213,0.423915439960533,0.0387332451028445,-0.746081990046603,0.328818180538385,1.45350480697659,0.588093957852254,-0.73368800193789,-1.02194987743556,0.0431760174889644,-0.0459530260666412,2.04707486116602,0.922408023307488,-2.03906447884858,0.183319273100565 -5.23450788165513,-0.837958416369963,0.513173486372705,2.35324223185238,0.290386711217441,-0.829685372366713,-1.18922861324771,0.56322832389575,-0.210984430471082,-0.0316816809762097,-0.761103305086074,1.31507617564863,1.22743668352414,1.58473223836776,0.220429043219124,-0.231506041947766,-1.37436053408066,1.07959695849777,-0.86611806940928,2.11485337284226,0.93485439199185 --7.80253434687141,1.00453445300847,1.20357606355453,-0.519997311617741,-0.992360663298017,-0.91159527764498,-1.23392915774876,0.9584696288284,-0.168868257324397,-0.928631584308868,-0.167229673641971,-0.911959534725187,-0.752385893180594,-0.75233893075262,2.09511532448291,-0.956930903306602,-0.612069880539791,-0.549797454554923,-2.77652652772708,-1.72618726518898,0.18493303324875 --3.38128630676237,0.917182101978409,0.456955586012327,-0.764187274587302,0.695757180028901,0.290826587815699,-0.115895687692642,-0.0688908969292215,-0.509891505816747,-1.07759977595481,0.552087208846296,1.56735103540915,0.884625984892111,-2.29294435792347,-0.28777055087242,-0.680445804402701,-0.329985701927746,-0.947697749144707,-1.0936819577298,0.12579373583377,0.00208084581433056 -1.46656932895306,-0.146622896374579,-1.68723883872018,0.0927856221757037,0.65532399058668,1.59022694290903,0.450638487491702,-0.227560194600094,0.310750378977074,-1.03135312624139,-0.0771191454305372,0.616149101505505,1.49986657693927,1.80177653693496,-1.14663640423763,0.0836033183472538,-0.822975441612181,-0.569033521255615,-0.323669891857242,0.0450331919749484,1.10761066652087 -5.59405582273777,-1.26132827478245,0.704003407711663,2.31822625709392,1.50438464941511,0.197396767658133,-0.520956137290025,1.04907233250854,-1.23459599069808,1.47420905974013,-0.113077692917748,-0.811716433583337,0.78228237679434,0.829508355797916,-0.275780803100953,-1.501697621733,-0.873345715617092,-0.0686943315415281,0.165276384956857,1.18707258139011,1.18303266797074 --8.01669281305172,-0.253564732017772,1.21094688628044,-0.566234480077628,-0.221533303623849,-2.11801085154025,-0.669008538094884,0.720427244984461,-0.312285760435618,-0.474381531099781,-0.608336872170194,-0.711415390608008,-0.890007255778852,1.32700817709057,-0.513270403373651,0.135931814514621,0.000419314527921712,-2.55892205775131,0.312665394292605,-1.90544028380293,1.06058347208528 --4.143827565237,1.66695065908591,-0.165491584296065,-0.774551555142157,-0.262663888891761,1.28323130331189,-1.75194553314545,-0.808854562943589,0.288653584072767,-0.119923010790798,-0.774306142415383,0.433675726727212,-0.464886188931775,0.426742884711277,-1.16124711440324,-0.483189264630024,0.119248294547526,-0.805791983862043,-1.01352494020199,0.683371842656821,-0.527705466599472 --8.77159968700418,0.722313514851792,0.298068665118141,-0.804657516695514,0.011166957182172,-0.287545326874727,-1.23033469624627,-0.674692321840038,-0.900261493935683,-1.33141943469121,-0.0187131168275948,-0.987831320386156,0.409655554145863,-0.20855996823634,0.783604198803218,-1.21539353205853,0.27599390425785,0.160351392912485,-2.71242848604367,-1.83410250232235,-0.322834246783543 -6.75760797402665,0.593905630682609,-0.00609571688056943,0.421972522063135,-0.437780047055539,-0.511352720600954,-0.142990851695473,-0.0633526432261288,0.349548690935842,1.55712595493498,-0.439862853293443,1.18100753628483,-0.114916532732893,0.323419196340704,-0.47187336755594,0.820617896834413,1.57244503962094,-0.226195207318536,1.02817529272306,1.16163031532477,-0.546917989313777 -1.41207928959321,-2.88501793098226,-1.03754346377062,-0.430893084890608,0.620039596937245,-0.248838597282341,1.20738156152403,0.758629223784941,-0.52955596358499,-0.698429479613733,2.51388980493864,-0.389699442597482,0.73876061130875,1.6322240353692,0.43397392348743,-0.23209646551475,0.473223850729221,-3.14677265797171,-0.0542661450049215,0.136193849377955,1.95541677340616 -1.1309841130708,0.0161114515783771,1.71659404435902,-0.240307621670723,-0.0027906256795466,0.839324784092801,-0.671835049717827,-0.525577954025076,-0.708184932636599,-0.372187975660817,-0.359380813975254,0.275009621360747,-1.84256655156698,0.4703005948038,-1.43963556011647,0.0817006438251023,0.682448304627348,0.188821158183026,1.05728275555487,0.973750564313931,1.75740060785571 --3.85310766983378,0.614708924713478,-0.610449691206179,-0.862384669519952,-2.16228771961118,-0.607677916904332,0.217150732840397,-1.3252262021435,-1.89935004610913,-0.114840001161451,-0.910508107003408,-0.791185351676475,-0.0439863366013428,0.789950008201995,-0.569821298273175,0.951871274157372,0.549688141631863,1.71214137483609,0.443108026971657,1.46425418524944,-0.482629250082621 --5.82751731942738,-1.13518421578449,0.210545063090238,-0.551163722865554,-0.737361480692224,-0.223979661416646,-0.143618859470823,-0.284252845268735,-0.327739054617291,1.89713984529511,-0.663484350388999,-0.892482269578047,0.402135008922708,0.257044235487538,-2.17134261477661,0.712510848766555,-0.772138498466872,-0.270727733800188,0.892018189899802,-0.217377355243862,-2.17591414866936 --0.181838669131001,-0.476051237647421,1.06612839338438,0.436914581383096,0.404787352576993,-1.29568483728066,-0.187611339469075,-0.351988878117495,-0.459285092350058,0.977710221070132,-0.713638861285529,-0.27512085137697,0.969049336934332,0.884442916376643,0.0492159096030958,0.0997820804050793,-0.753040610951763,-0.221116411068671,0.292305414617567,-0.671807572884606,0.992922019006409 -3.52671857805191,0.315704738438078,-0.471186099445341,-0.0519138700089275,-0.638921051412847,-1.85374801313906,0.611327753095772,0.663385325409451,0.574463437567918,-0.76755034336095,0.775383638866466,-0.337068375699837,-2.66802754989928,1.16138653198529,1.50317578887349,1.0880613363877,-0.28200655327661,1.4257287904163,0.227318008812226,1.2716347145256,-0.39669954070533 -4.64301451220277,0.163891391957584,-0.14928304224602,-0.268735690368105,0.100212794623468,0.495746112973488,-0.464349024292649,0.0866018070446252,0.823155083022534,0.962503321463431,1.46048065915387,1.43998092500575,-0.158344041259812,-1.07598091775296,1.02819566035437,0.595901199107729,0.321951939937819,-0.227385152535654,1.76054382793227,-1.26451312444723,-0.389488637905826 -2.96189803152342,0.957658356407617,0.51092424610722,0.17758503516259,-0.0451744442628524,1.90313094580097,-0.878652010543063,0.0960236432369245,2.35900914675111,1.66662048845951,-0.340915786950462,-1.1230935415555,-0.143910686607883,-1.72828856096965,-0.40710157405609,0.672153776946349,0.4882237300464,-0.517616831416376,-0.4437173598889,-0.694652098118552,-0.94994359743803 -1.13901091353786,-0.131096323056634,0.642007431970579,-0.922231349888637,0.255803979798901,0.870999606569411,0.0718974886776432,1.51405769143422,-1.36904003107404,2.56921262990435,-0.449912313256589,-1.92283636866144,1.12840541827467,-1.09534964021886,-0.415182640155247,2.07904755342767,-0.116589635309811,-0.0967556615050175,-0.708520254064003,0.291894314613516,-0.34787959191673 -5.90125718989172,-0.0467621436638845,0.0213644623704334,-0.587526633030926,0.779460513892219,-1.68980811576935,0.851108909740773,1.61465388134129,-0.135215918462541,0.730656960602702,0.659386447261311,1.5433823798906,0.545701286500589,1.47596523977344,-0.571597625078917,-1.00779616486961,0.313313235765548,0.52133566743342,-0.436412850443004,0.715422671140799,-0.601924090813839 -2.46160139027868,1.08256389412699,-0.586119200860139,0.568051877939089,0.163652543433954,-0.765192755769222,1.20403078011727,-0.738531495734878,-0.977603294527348,1.4568008840801,-0.926020144554334,0.173713894517771,1.33350714925778,0.0581586442522513,-0.841460905068084,-0.595085146842229,-1.21921133551843,-2.16166722026094,0.733766471548686,2.50730610620775,1.73899711073123 -6.2471423373502,0.0560942565249199,-0.570009646122751,1.47474067920836,1.68870222222075,0.226722514945431,2.12895883464212,-0.578426916113195,0.447899709401005,-0.860029063057068,0.499748893772122,-0.811736976228174,-0.292429953564355,0.333582635596255,-0.439541391126174,0.902838709395048,0.770115217765428,-0.182269717205882,-1.53242170737406,-0.83556271758522,3.14201981451752 --8.43221880582722,-1.28160861483983,0.646226110036358,0.00829388428071075,-0.441264728031923,-0.38724802166203,0.818861206336975,-0.784314059488709,0.692500624230326,-0.768343346544446,1.14663416716693,-0.921279953243814,-0.859742342093432,-0.264600966002999,0.0304131647317068,-1.18466837631707,0.874273823029479,-1.27971294027725,-0.498554162026189,-0.881794611060041,0.219273085616659 --3.35420240776043,-0.894781474745017,0.244325636101823,-0.359855454550556,-1.12500857106261,0.801579254785282,-0.517961326807825,-0.391801402848638,0.489405784372227,0.426219896121085,-1.2602378102344,-1.03224813731428,-0.125719643340169,-0.233986849232475,1.90916467191774,0.780821261758608,-0.854800428371274,0.689607809812413,-1.00171461574728,-1.08149170904425,1.50229138052761 --3.67501860156883,0.773424650206942,-0.676396002350853,-0.383600227529432,0.108657019571344,1.97564941884935,-1.62186858762349,-0.523621389191186,0.570770760916502,0.44110562972938,-3.30947382422431,0.715985857157112,0.365481344738674,0.134635212329011,0.417463283005544,-1.87408823296899,-0.589894693176135,0.576455182776328,-0.0391792011261492,0.736817587621073,-0.863940628090705 -5.0319246873022,0.767374221526486,-0.445424591530401,-0.808853757223579,-1.03456655868251,0.303629830304432,1.08645097331357,0.309973514844313,0.20303100872531,-0.630767731969217,1.38247752752176,1.67064989017115,-0.983846889529486,-1.11670482413786,0.172992507211008,0.527746830609666,0.865977437188988,1.6108426578144,-0.445511872541249,2.20535947505135,0.650732476219498 --0.827713955347598,0.700973996863718,0.861353207820064,-1.35133639494113,-0.778776846861895,0.703288197047269,0.741574646675922,1.4164494189016,-1.10730539841251,0.584236658575352,1.0662231285008,0.0244469032581348,0.29167749486873,-0.551551452509081,1.19631868759488,0.426347604471031,-1.46246733059173,-0.613743326194431,-0.420921813901402,-0.666936382853843,-1.39954652553861 -6.47576834740456,0.538885494187403,0.702698911864396,-0.747334043089833,-0.118143519460824,1.12647417185256,1.26427586836585,0.124117413197065,0.406229847954786,-0.812591432940684,0.433087796678336,-0.7813267065769,-1.1025458261707,1.03078624529041,-0.376532318660509,0.311126245889453,0.728656766441988,-0.133716381829343,0.53788988095586,0.609956760871892,2.44259379403716 --1.572801184135,1.13132999241054,-0.891581717458742,-1.96951093905349,1.73808550862451,1.08888804393003,-3.03915413755057,-0.205269591137088,-0.158270862753965,0.903011263268199,1.11033487044701,-1.73291353992994,0.876129196092858,-0.196011253403848,0.915039354432952,0.628302442424997,-0.843542435203358,-0.00911500465748329,-1.43984648348355,1.53078920778623,-0.635491808533025 -4.93813332751167,-0.438376209287732,-1.40962645594217,1.62132374659736,1.36520429623788,-1.21909085572314,0.69803780309478,1.5327525934024,1.91351388316164,-2.06593398939959,-1.49283248978055,0.239705624758993,1.89375523228046,-0.255529566110851,0.0108710899144401,0.378303961891528,1.32474852363792,0.302968222121259,-1.74994207166159,-0.0967432931466942,1.70249645415722 -1.07270616950388,1.40231750964108,-0.953840680392175,0.281544638741351,0.239941025963943,-0.253999068704369,0.773860487664122,-0.179661258303772,0.216269334085917,-1.33474955718294,-0.131702662393738,0.0611150161449257,0.838663402943049,0.499309274358245,-0.758220627692045,1.25755172190626,0.796004941735949,0.999956192698316,-0.694871544152994,-0.383071623317112,-0.680974254684313 -1.16803434289141,-1.33850458003796,0.826372429054091,0.829535949679617,-0.653117116269859,0.279380857150694,0.333507020000529,0.0115605951887525,0.858463127400462,0.0956086461522937,1.27756166506871,-0.380211761697891,0.324438179079943,2.17205158272559,-2.50394654826217,-0.404868246024032,0.430128553333438,-0.134882577520817,-0.129625435780689,0.0417129565514432,-0.78622899033851 --0.199814683161879,0.764025361881707,0.810535203369327,0.322262475405778,-0.1415973483054,0.364020769310996,0.831738264767105,1.17984279258999,0.519846686893521,-0.818950562624762,-0.822644723914192,-1.37075329917002,0.503991805825248,0.15808469608241,0.554386163918674,-1.5460999436545,-0.0114112956069052,-1.18849229731237,0.545512903229079,1.08526499819692,-0.449082681399401 -2.10603669781338,-0.395506774196244,-0.00607798110756808,-0.181057486622933,0.696050214692575,-0.194523933158181,-1.17197191551281,-2.03828878519594,1.79109123863824,2.18888577757716,0.721466139455991,-1.28379552739426,-0.682894182905362,0.416628719413362,0.973595726696774,2.16078756496917,0.333350609910403,-0.401863704837918,-0.228963448838767,-0.823376352663264,-1.30624908851225 -0.58434762998685,0.70667396599867,-1.10369519525748,-0.459348480929939,-1.02793929242726,-0.591154389753115,-0.0909661330043561,-0.214633007118569,1.75405630228337,0.926268619489397,-1.15993214942395,1.08156891618828,-0.906657348228226,0.649796871527543,-0.3218534725018,0.173053436168965,-0.0546663386434431,0.423827331372806,0.338340051460046,0.162681604997962,-0.116599694038413 --9.46754724746159,-0.116138529198411,-1.61431233582923,0.917299270529324,-0.140929431503528,-0.508056776565134,-1.43705955041226,-0.490089136819207,-0.234318470962852,-0.861951312930938,-0.111928388577121,-1.68668294040501,-0.643399859832214,0.293742321145985,-1.17589900905137,-1.25885615205505,-1.66126149517912,-0.694309713110657,0.890081462433741,0.105412438568602,0.102252589824471 --4.30737887859138,-0.481397891384663,0.344897917709448,0.684700638226348,-0.123623590798359,-0.627695198148618,-0.0947113012794519,-0.633064653307237,0.116607454878824,-1.59236410886972,0.573887632385729,-0.766668700317374,-2.23969291446637,0.149716278787117,-1.11370150575064,0.315333446619398,0.575437076612175,-0.117016642182239,-0.184430103085867,-0.730108771663398,-0.187284972659137 --8.57239627959427,0.0488398955331024,0.868722080373219,-0.74871300092377,-1.03777775598302,1.065924636979,-1.73635029544768,-0.986169565176284,0.0763132067495116,-0.720554164145248,0.140189729855798,0.448064662873263,-0.734223296202758,-1.5169810077806,-1.67484544411519,-0.263663048837906,-0.544442068147111,0.537536137785929,0.777001382566909,-1.29762499368781,0.24942147074221 --2.15574766604002,0.311303005724369,0.119734763974367,-0.17684546932881,-2.11317667133985,1.27660654147526,1.1538857656984,1.18735023959143,-1.31228979894862,-0.0616122054392991,0.0271269202818706,0.39664166378029,-0.513040219636579,0.628376480149687,0.733819404472534,-1.71019798852561,0.109121201780014,-1.25047681661547,-0.298869380798858,1.20862827456166,0.623692284746026 --3.1086297017158,-0.00442018777892362,-2.25311893262372,-1.40914087406986,-0.648693172355772,-0.0763066168126884,-0.599268755746209,0.450829407980811,-1.05433612754896,0.532971940884564,0.898397869196306,1.19026807808503,0.456173394424417,0.0638206188626819,-0.51105104472742,1.11165435262746,1.83537206584083,0.606673040441953,0.283396580253009,-0.86445735024212,-0.935520935676393 -0.872552944314692,-0.195495343860805,-0.133907681567792,-1.02010010850128,0.211676921446577,1.13538289169515,0.747105942122133,-0.921985581043997,-0.601182457533631,-0.440711971129177,-0.5160368805578,0.604044952160426,1.2831211745317,0.219540388113058,-0.144197465469394,0.416551987553387,-1.26257375344682,0.408353850051755,0.47831832744157,-0.917281325108683,1.53257667972889 -8.17114255801832,-0.890046675251001,1.49637109600574,-0.0451580837217648,2.45299741181676,3.02337704937558,0.855927590090043,-0.470305499832789,-0.853850342645464,1.31243078561347,0.190501453861419,0.190712309053047,0.706086964504894,-1.71375338646374,-0.661128682062617,1.83514552045469,-1.45084814088548,0.129624060746633,-0.363528451476885,-0.0120117400274961,-0.0243931902376761 -5.12547979353584,1.19778611942054,-0.334586946806364,2.73427907301273,1.09385409662301,0.154613582218339,-0.0667291770817625,-0.610571013694854,-3.0118593406201,1.76579276495754,0.19216512061084,-1.27002017084204,0.522311603954871,0.926903398089661,-0.803118115779651,-0.499941697937851,-0.246842064164816,0.389164267860064,1.0237332906236,1.74068097227262,0.965080575049623 --12.8764271092571,0.0465750117656711,-0.705005794129931,0.648912645715119,-1.4643013024171,0.00243613303739065,0.682560471535643,0.659533012368869,-0.364156326006904,-1.56825761007927,-1.03616214588494,-1.83280057910066,-0.142967724142211,-1.11379025148292,-0.938482542900243,0.915436201419784,-1.35518588075186,-2.29859333270041,0.0562787998457201,-2.34968175074081,-1.47531382429783 -4.71600980069541,0.261717906050118,1.04924801673898,1.0022461807994,-0.325721171468444,-0.197772155820659,0.648751471658577,-0.220365491574374,0.222430730152145,0.199758711483282,-0.620758967575193,2.45272109034404,0.40709388989833,0.00311081546610323,-0.106781386758115,-1.15336377224535,-0.454560276676569,-1.26158275946178,0.129833704227977,1.0913652686498,2.31006451388419 -8.32819362342861,1.33969527376543,0.0782758225788369,1.53724741489832,-0.332083790232212,1.39156303538689,0.537971353875195,-0.713581613414237,0.016632475433955,0.844092983090629,-0.105296547596388,3.07127653330475,0.365103453687882,0.0872250362939184,-0.366953774485271,1.23900964977526,0.673538387878259,-0.832771308807135,-0.459410387341093,-0.0122388538166719,-0.307342097557417 -4.68340650445099,1.70150119049505,0.0175195519279856,0.0122006782293797,-1.80602293124471,-0.166351376944283,-0.000843645366700657,0.33028647627415,-0.256947490228213,1.03203052713207,1.61395651868115,0.00491455197810646,0.665446359285355,0.613236393675545,-0.612746885620972,0.458806491221533,-1.90963605239066,1.3409357795681,0.320772298576404,1.04333541039767,-0.251736145598419 -3.39308817148795,1.55129531436729,0.198687316404084,-1.43342762974627,0.739542647261852,-1.59732820177139,-2.06908672837488,0.192056256672853,-0.133835298603714,0.394224435182591,1.61258344724593,-0.673954467103591,0.989356144099275,0.262984677447545,-0.705060130292472,1.16638123621589,-0.0630850074628586,1.20372500957752,-0.233811758195819,-0.0485977591677255,1.38922409325148 --0.92576572274729,-0.322306165408928,1.07116291059537,0.182596104460149,-0.296547264647396,-0.911795183767725,1.16294454101773,0.148305130412438,0.811675696094638,0.518645049614168,-0.457954461238577,0.638646481756272,-1.80281611107479,0.624674425321224,-1.49638478640449,-0.238491084500152,0.149490265348298,-0.599083196834047,-0.119763771976043,-1.7820493912244,2.14644565708791 --2.86111860673126,0.662142145900213,-0.0418506686616814,-0.633855163244821,0.249725141028574,-0.624211264701886,2.12996391527123,0.179608556662531,0.0829537976061383,-0.0419538644868523,-1.5825334692593,1.11387268359225,-1.40428367674937,-0.979117270982561,-1.89188738548366,0.571652168777025,-0.274337947185582,0.00869301135270305,-0.0277409992174465,-0.797329942483197,0.00166025778053648 --0.056841301917548,1.63973282019699,-0.139732141160984,-1.258406018269,0.849555603326606,-0.655238266238897,1.37336473035811,-1.27152337368082,-1.09562001590275,-0.320970729994017,0.06763281174695,0.733839660578403,0.886437980612355,-1.87333546124622,0.490493683721471,-0.647182410553804,0.617772945269289,0.56357272863909,0.781714060755923,-0.497155088952563,0.526919194029664 -1.15708430734492,-1.31824640069213,1.01233452311923,-1.55613211667779,0.942623514751361,0.257985593361284,0.622478247389341,0.570033038534008,0.137530633309976,1.05528336580282,-0.270530076625515,1.36032155944242,-1.38879322343085,0.359058522026859,-0.00777859475011813,1.07006163267261,0.887961502837301,0.0200269795790395,-0.117260344762929,-1.24552515013215,-0.751376332895732 --3.23653806529571,-1.36494079498635,-0.901940276053714,-0.323493405574896,-1.25428303651819,-0.277068497103347,-1.06848371046851,-0.0827047340834465,-0.735611281348155,-0.52695487202419,0.580959630610134,-1.18227191468956,0.0632039151553971,0.502036016493941,-1.39561199637451,0.756884621332421,-0.647129041639567,1.03169654503778,0.473124679138608,1.56360260222145,-0.116381655792577 --3.87025414562896,0.123357709062113,0.30662805204535,1.75807879264222,0.990988535151648,-0.734746619184932,0.585802225128718,0.673764417293599,-1.13415403117094,0.498091337932679,-1.64798363007449,-2.04113319077705,0.932037303501716,1.03407859009842,0.500565203422285,-0.287165578858777,-0.640887677214943,-0.756670684167575,-1.0510127792921,-0.0750661439830941,-1.59552061464749 -4.56933465732829,-0.592030363803457,1.18663531329648,1.1189395475893,-0.642330139315699,-1.07919305170155,1.44399364236301,0.77815838736127,-0.396170918769899,-1.31407729021578,0.697990080699859,1.41013296383681,-0.467759273405268,-0.928698781091499,0.0956438441457551,0.996807511014332,-0.822713088388746,1.48604826829196,-0.0965857715735003,0.934193565978674,0.694596895841266 -5.39334420888153,2.17780380590271,-0.455255359314837,0.772671065888659,-1.13327645886783,-1.08567876816535,0.250506723293935,-0.161887954713342,0.25268715728688,-0.381634057802213,1.12271351512441,1.80282125728392,0.00681940916737264,0.74151871619732,-1.41761693209596,-0.574525244868708,1.96929182157242,0.269442430637532,0.455397522684301,2.04300318501067,-0.0821154002612397 --10.9818320392541,1.25312468580758,-1.10881627690818,-0.3104710765803,-0.708796252455323,-0.817207045627581,-0.143144772266194,-1.55534864944454,0.217991370904269,-0.402970903699352,-0.565944597912625,0.503393799083722,0.157156474766883,-0.919391778852575,-1.63335521991341,-1.98364127996325,-0.0121819966929753,-1.1359136809687,0.555395347526811,-0.506441190081096,-0.863340409499613 -3.33070204062787,-2.67665821513735,-0.468638518573271,-0.267976589277719,2.20038814586497,-0.530459264621702,0.415995354677363,0.295490215594626,-1.02394508329772,0.429445141042244,0.159938977182889,0.529022292025287,-0.285682553056159,0.122279221222327,1.1240298569546,1.24241582315292,-0.319950292456244,-0.450710768677367,-0.701393185468586,1.68804199427279,1.81858989003636 --2.1667743057886,-1.66598182013881,-0.0347672744133464,0.865556063411184,-0.00250974499368972,-1.43147757817278,0.352325060140323,0.958538040593252,0.806329800014314,-0.0144568237401019,0.799384676822816,0.75339821704936,1.24392817235765,-1.88677576860603,0.178172433269177,-0.547730024654072,-1.93166821031013,-0.778430498628162,-0.106351261682957,1.85798763181912,-0.594717839080358 --0.160217478909119,0.842477360032483,1.33702932691387,-0.0197125860056951,-1.64594229517673,-0.765290203390453,0.184505824388534,-0.0299014891869945,-0.27460744019606,0.543256197995809,1.63924785369056,-0.847256749837114,-0.526776846242074,1.01642109269926,1.28250426065916,-0.885435656277563,0.625134927220101,0.851490057366471,-1.82658792472545,-0.225809597064979,0.365717180816013 -1.12571677844685,0.385506325533689,0.903166223193374,-0.899203840070706,1.09450870430188,0.459653792678305,-0.0208436347183978,-0.97563092205221,-1.48977591461107,0.493100748500102,1.67001554962226,1.29410007704778,-0.0867152969837571,-0.909742870637821,-0.796785715207075,0.348009132045706,-0.720178626570841,1.99228875992429,0.356774543447448,-0.152440734353077,-0.0704356144688141 -4.64191174354437,2.13847170864168,-1.38732347691641,-0.400589849310152,2.45468843434168,-0.898249059254434,-0.567414835586408,-1.12333229168497,0.361444268692692,0.506714883495986,-0.943400141171858,1.65468541007563,0.377254273684491,0.272143046366437,-0.0611031062814951,0.292880131116311,0.0803504688202147,1.44222844080945,-0.593129890233484,-0.114050426011123,0.220318565695652 --3.64809349836176,0.212799136322422,-1.0048331935941,0.354416969994779,-1.29184139100004,1.76359117600091,-0.240283527343155,0.472582811589339,-1.30331514893068,0.424447728522158,-0.733496582272816,-0.470440941166064,-0.158996799762657,1.14964580555697,-0.162245458271092,0.115589544612742,0.261578284716381,0.786697179896563,-0.923225538468446,-1.50934597125347,-0.848803670511414 -9.30028388556165,1.84052267906985,-0.441625931726234,1.29305981658906,2.58476739023597,0.157228354758022,0.897687254216271,0.325674177458414,0.362400444155986,0.281051506267037,-0.106753642917181,0.348606995243262,0.813712731004775,1.62221919853135,-0.524694987524118,0.579804741444045,0.0704897151079684,1.20863717636869,-1.72500925594579,-0.888439070936933,-0.408412934616173 --0.523118138790482,-1.96219906679013,0.0879474840394997,0.222261301869041,0.676765713061825,0.726227955299219,-0.264658460504699,0.684790733683628,2.02439143936336,-0.413500010164941,-0.693538030122246,0.0449897293356196,1.20825457013251,0.625607865064154,0.110841115401601,-1.41613905589921,0.100350302504871,0.0889198691043041,-1.96481667550536,0.395320645608104,-0.878668994448375 --1.27338209536358,-1.06610203883797,-0.858983426264887,0.130613289450274,0.274851832579928,-0.21832528193812,0.301644484160606,1.09528630291507,-0.768022872783716,1.35063928191733,0.857081670104552,0.447257909247924,-1.46938837194502,1.34181723037342,-0.0783895053859724,-0.218398646892446,-2.2106039347251,-0.00960838639894857,1.41704016291393,-2.56371923765614,0.461521831445781 --3.52582712462549,0.166156528326985,1.23390467193893,-2.51668067416551,1.82987247714058,-0.514121474366752,0.714927470954924,0.134919770940568,1.01407348459882,-1.24533542837725,-1.67426064203164,-0.645922188363675,-0.64215691305165,-0.326871890409757,1.67358134923656,-1.76721511513031,0.0234314862844352,1.37101472182608,-0.753867513163273,-0.593869927542387,-0.348393039415266 --3.77741213238481,-0.488664244719444,0.0318015271427929,0.520635550831549,-0.603894335304256,1.27234223489151,-0.280558540357733,-0.74175639069657,0.284276682289306,1.32979234726343,-0.555277146108715,1.18382929955524,-0.467839005171147,-1.76638566776913,0.777592403201168,-1.32223918902076,-0.252476821136892,-0.775773990398709,0.95439351748143,-0.725982534002195,-2.40363792513185 -3.97603752271936,-0.803944153567216,-1.38566920110646,0.688614345769847,0.225478678938064,1.17931567869941,0.893387735895485,0.679998854710947,2.0985989005636,-0.534853559765668,-0.131550316234525,0.438430039172031,1.03480963484978,-0.522719063446962,-0.970295620614786,-0.50077461977778,0.787589429624446,1.3547839270142,0.1053985076468,-0.0721352575435823,-0.81954213216641 -2.67665023321339,-1.1833754836848,1.38348855194907,0.889309679191537,0.217558299116689,-0.213736188774169,0.629485439194688,0.853220913077228,1.75352577667585,0.729572745002897,0.680231654663378,0.855269877552834,-0.52806192130299,-1.12357253879495,0.493629495324025,0.723684190333352,-1.72347063968669,-1.27933761351458,-2.28606034467752,0.758101207823551,1.23475261362556 -0.243662399218927,-0.539064716030077,1.87483512945792,0.170880081759909,0.362161795100365,0.515299070701196,-0.484084937340272,0.248579910770426,-1.23152776747674,-0.616593401175818,-0.456652816273026,-0.629752323933987,-0.428799481655732,0.0699451005276567,2.61685594262218,-0.565235788589276,0.77171263009364,0.558037462597352,-0.864789059179121,1.07024686106729,-0.830108767196904 --14.5904475705952,-1.55706983106362,-1.83004369231748,-0.177605642426535,-0.887758293032829,-2.42447316415972,-1.5188031681932,0.880231181935405,-0.337552914797348,0.0525875333600549,-2.04147804685392,0.836404463946583,-1.50461732692572,0.0135483034834051,0.382903500230199,-0.171970007226046,-1.53988002314351,-1.2376139988203,-0.677023761942552,-0.244155640305977,-1.39097978838365 --1.56841509535257,-0.671723487344703,0.356591159379621,1.5824044236624,-2.30986923171752,0.801178645419018,-1.55069312648905,-0.741653852980243,-0.284198157378956,-0.750447586940434,-0.24710627274694,1.44394243765689,-1.55161824260611,1.4335303891983,-0.782428266488068,-0.00814987821192317,-1.06681341542256,0.696298446321467,-0.589119823018089,0.525661795686641,1.97269767500264 -0.338472510268877,0.913575419603138,0.286582179036962,-0.680117312496425,-0.299294853595707,-0.832503035544787,-0.590279396361973,0.789491315569188,0.745872012016909,-0.871581231895461,-0.272859912849976,-0.641394128437672,-0.689804681248301,0.552502639537711,-0.347553623784016,-0.0197300664270194,-0.0136391637736553,1.58161924078403,-0.401710716857828,-0.0248780094883347,0.947330663794671 -6.24286955423226,-0.767236663704602,1.80422090065292,-0.240770105681978,0.679712398112111,0.834088825262051,0.730782185994089,1.42392197060202,-0.99809677609191,-0.240894594853206,1.57264378388414,-0.0740864038581725,-0.535502140299131,0.247234987038371,1.49512325034579,1.79857015033171,0.857239169104964,-0.0513434139671238,-1.02310133121236,0.525253408707754,-0.911853530297166 --1.89989926434119,0.920270620371808,-0.708774309547416,-0.556268397751464,-0.666326561642734,-0.474307508741506,-0.512963382334927,0.490960970345551,0.753898419188159,0.418455440803172,0.618194003348758,-0.600296201875338,1.08539534881744,-2.72421369601935,0.442035693453546,0.0222880844274412,0.112529977060561,-0.337678326066244,0.313385957117412,-0.296860606065991,-0.72681311607841 -3.63602006778608,0.329193985939655,-0.207444503833239,0.449420100163293,-0.276864931365652,-0.450828721081662,0.8027362142144,0.474405106153709,1.27407172749828,-0.423568833477496,0.160985530715046,0.474316934526324,-0.72920460591278,-0.893203355551191,0.455139254266865,1.35366821960056,0.116958486357519,-0.0291688262990599,0.117263203135082,0.48856254068148,0.599236147439758 --2.26552018097834,0.397615041513563,0.226370928033636,0.754770555247205,-1.8791898702801,-1.06889403786478,0.982304212641106,0.265185560776011,1.50681110307805,-0.276550424011137,0.151560478395696,-1.20259448299291,-1.26366391254849,1.20781587487957,-3.06665020305251,-1.52428461615688,1.00128859217641,0.0877495064991791,1.41303384471662,0.884553850775394,-0.692259965429174 --7.31084183942655,-2.14786923998988,-0.40820596493965,-1.1124474606099,0.621828487727762,1.47997217893377,1.21589249494812,-0.838773741174957,0.10776039027868,-1.17002633238745,-1.00477925848462,-0.924036855792137,-0.866300871330435,-1.92520907633828,0.525087856235153,1.87233650455048,-0.636479328567202,-0.460291637235183,0.246330520761324,-1.98365629849527,0.894865197062689 --8.23483745284809,-1.91484991269277,0.558448669384874,-0.697928004439175,-1.23944237997428,-1.41061175187132,1.75628181819762,0.0557139634266513,-0.228238464047897,-2.22895125206643,0.0802134170886425,-0.851003119281766,0.918569691885213,0.453218734687092,-0.0541824179399441,-1.97343391120953,0.288382388698728,-2.25183236896969,0.112454111992638,-0.903733464372918,0.371318026574213 --0.247758395862266,0.141761619677665,1.0532760731961,-0.35884801757595,0.640810704935124,0.413263012152796,-0.835946362337013,-0.610362335793461,1.30636734038735,2.15325595200026,-0.572789283854177,-0.0781472790385732,-0.0828961613638641,-1.94235289861536,-2.18203260221327,1.39698558109094,0.620547602033316,-1.0611581540675,-1.22089872240494,1.01772524574969,-0.120613079977644 --3.36469271462856,1.75077590174491,-0.0872385154068138,0.0824779841134571,0.0641795462437693,-0.574199365029217,-0.694313090106718,2.35925604349856,0.31279802755005,-0.788697113299514,-2.12344988617516,-1.19059289824355,-0.752639665184951,-1.762024510251,-0.538210482231804,-1.00414237946276,-0.374965309645446,0.972017086694542,-0.469622264190383,0.497817652910357,1.36327342677707 -2.11085905694212,0.945610257949997,0.891408919012309,-0.512979598209839,0.255091569370296,-1.8696910875369,0.894008579323832,-1.47276187367652,-0.496673452342831,1.08898636065139,0.138084856337551,0.695448198570233,0.289377016470204,-0.0786512451860566,-1.15740827995913,-0.08661612664503,1.7753758663801,0.515884498344238,-1.40090606715344,0.796465261723656,-0.0574757525540934 --6.73145683606507,-0.113763702158837,-0.202233924863084,-1.16196885438389,0.590497570206956,0.0472935838180367,-0.723635807605057,0.0537252226363987,-1.6377979967766,-0.689232585570713,0.195393090158515,-1.06857245704506,-0.851744309693604,-0.469228819776758,1.01444707239367,1.20580723087178,0.902998592935602,-0.256328229740155,-1.11564524859932,-0.320353436956956,-1.26807418357529 --3.00113738580092,1.27133461676697,1.92066667522937,1.26770816630564,-1.18716154934945,0.0598141161915412,-0.742510723710999,-1.33604132928196,0.664324579913993,0.575861995594304,-1.90282406921089,-1.81934147173707,-0.245200482473559,0.82448268673701,-2.05279178584649,-0.239230350983171,-0.755485988874789,-0.973977396727379,-0.0895914877645134,0.778200933032791,-0.235717385301075 --4.0628439549284,-0.135198350931673,-1.5163589131578,0.389721440043193,0.0811691194234158,0.40792486818481,-0.268566251106583,-0.255498277589465,0.765013059970491,-1.80517431337907,-1.76485690683613,-0.152742659163318,-0.725315519979758,-0.368625893421042,-0.261374823958818,0.520421646181598,-0.0691522356027055,0.406505562848832,0.102986139136664,0.157113921827944,-0.87119611481926 -3.45441411448103,-0.00972262551166277,0.65065887227194,1.33165447611625,-0.910020801230753,-0.772989884698803,0.279960946640514,0.971288871222231,1.29997155397885,0.548823774067802,0.416841919835199,1.9447092824936,0.133207904538562,-0.786968446685175,-0.608782632319451,1.62154110625995,0.532610746549718,0.173186838135049,-1.92327393294892,-0.224272276938368,0.193747229402239 --4.60026634404521,1.52977248486133,-1.01469475569127,-0.632458172132897,0.241979305565327,0.281301958144669,-1.28939652352064,0.137119892795161,0.20784051262345,-0.735146704830979,-0.620929586067366,-0.514595635873421,-0.407366313088009,-0.627013983431603,0.478375326795109,-0.33330244572684,-0.637231148039428,-0.390561613414851,0.971744871167213,-0.695655573424842,-0.41424714910423 --5.78772122689712,-1.188919665818,0.682738043487497,1.89608635623028,0.0917806244552116,2.19091492570405,0.0712593242105644,-1.28615252866502,0.121307514639162,-0.461754553856399,-1.05982598376157,-0.824771259088955,-0.646404542257354,-0.0948067447605248,-0.953977862277946,-0.414933084744844,-1.03494244631988,-0.768372332375334,0.159574822487721,-0.509902317298314,-2.50674526339791 --1.34732131250348,-0.14568648792884,-0.729524335887347,-0.655742772991673,-0.234162340571029,-1.06217549640019,0.553813369356386,-0.241502747577129,-1.36640121255072,0.109056772493707,1.61554235680897,0.353034560247706,1.94773473273564,-0.511936048032067,0.33773879255288,-0.860799063438074,1.3894976864861,-1.06954909369153,0.457440286149896,0.188409750889506,-0.509199284770285 --6.83461131106686,-0.864871259486335,-0.0069308399180201,-0.208084420247938,-1.81000373794192,0.799921266947728,-0.169512468360427,-0.703089751069928,-2.45212090475698,-0.416509349739744,0.0954785788942367,-0.795773135247837,0.437826594664013,-0.614267720930606,1.49833001223552,-1.45265703720818,1.24733955254518,-0.703528771782851,-0.179506546823439,0.0858357764179326,-0.442668425367689 --8.75117138215906,-0.543808781197938,-0.0803811322825961,0.54547421801611,-0.375667983123242,-0.465686780824158,-0.286430899170284,-0.832470490226271,-1.41133390580194,-1.5398425999472,-1.3736558585894,-0.897602796897938,-0.605531487566615,0.429980079504436,0.401857794130888,1.67453155750839,-1.59474069728403,-1.66959908808486,-1.55976536531612,0.883949551544215,0.054728392993703 --3.45811275883251,-1.62695301216917,-1.40950885136627,-0.258114999844637,-0.998521874901613,0.524646813490961,1.03160193638362,-1.98638463631653,0.335775796102655,2.4977826188425,1.23083606251046,-0.0283699437756074,-1.62782235301511,0.390807694033532,-0.762068244791039,-0.151879245492732,-0.363826547274932,0.145944214555239,-0.614499464270054,1.0079499373422,0.110958463686444 -4.79265292450971,0.121071045073787,1.34521193816803,0.317987735946085,1.19445040979796,2.56266946132692,-0.316339622028362,0.0609325257231535,1.56197190007382,-0.821495885650671,0.885506180085338,0.464021892527264,1.05276548994124,1.68860977063928,-2.06414061673184,1.61738877165351,-1.57191600219004,-2.75263240390888,-1.20677347568309,-0.0500541788152482,0.988337814007959 -6.53549397083217,0.981105190296446,0.15518675246162,-0.168721291509571,0.356443273256306,0.371517850617668,0.017235598027931,0.923128111016843,-0.908702525658748,0.220988554068987,0.111026546509885,-0.838600626325064,0.560163480119584,1.98396973374896,-0.0394531509307537,0.754791567887227,1.72143294291199,-0.433638648251354,-0.867827937170888,0.959950483790744,0.577698993112098 --10.6188975970138,-0.0870780584316147,-0.880852749086046,-0.218567871147681,-0.197485314584445,0.822159718979226,0.841179851146963,-0.893320558825495,-2.9824968484012,0.988537876876437,-1.70381741619431,-0.118495625597895,-0.0500821179979613,-0.476473161498944,-2.27554412813641,0.203533590630024,0.397765975868366,-2.98075918849074,0.495119533875924,-1.3723834239314,-1.39395816056642 -4.85374027832613,-0.297384824922925,-1.81053037567625,0.873781593321791,0.810643073129499,2.59976002020219,-1.7193377132829,0.664407887707555,-1.23502420097445,-0.799714098087859,1.59098350494119,0.761037905099351,0.39493339964947,1.13568553507516,0.64491022638031,-0.235086179003646,-1.82417454706916,0.148529996798408,0.664898970360634,1.47269404704571,1.20448935500004 --0.639120052902685,0.61358684519704,-1.09467242994781,-0.753692224676696,-0.962501897200499,-0.174462302887957,1.20196348667888,-1.2602130054488,-0.613452375699234,0.31262908048789,0.57675775619146,0.261956150365713,-1.49492347969673,0.784894072042305,-0.660799940050964,0.560860547205737,0.949898906653902,1.22431039418322,1.06911173435643,0.141178186200836,-0.800760226355529 -7.25949451789712,1.3495305875334,-0.291951300231586,1.02658568865977,-0.272867399820265,-0.969044432019815,0.646097152643381,0.215148001512485,-1.61752018051564,0.595669228260104,2.96230928551258,0.343318713209519,-1.39265206554337,1.19793068889505,2.44975455169716,-0.329420813666949,-0.63431608923017,2.52032017491028,0.203078999725227,-0.21273544084074,0.138435450622881 -6.30267083518062,0.987770630694447,-0.660101931912037,0.853428654973108,0.715435469302719,-0.0509960673598346,0.149857520672677,1.2853161243644,1.54959150229233,-0.88115033149462,1.73983409105895,-1.92801396691874,1.69861744170656,0.218953689413082,0.830294604100291,0.735490015047357,-0.597352701567994,0.59822716629578,1.34260328682298,-0.763291371313993,-0.416923169202061 --0.53887613971118,0.799935934452696,0.950742822255403,-0.0660212685716492,0.280419135850501,-0.0243471855635578,0.291557652549411,0.351589414260841,-1.35742863150893,-2.64740281761067,-0.248214615117613,-0.184756694775156,0.267029852660941,0.113564604076867,0.697581378673345,1.84202931897932,0.0293616941796192,0.155971485516525,-0.775658805858798,0.148840872497357,0.00740325552317672 --0.47511158805686,1.4133831155678,0.916431634896448,-0.534379680272032,1.32834510374099,-2.05407972017517,1.5697352292512,-1.17262686423594,-0.407091488356475,0.273697980430053,0.0660754618812768,1.97715271646344,-1.15607535071828,-0.458301334066204,0.525273546654449,-1.68592053901582,0.636115733046347,0.154932419508384,0.198880373094512,-1.25903020879881,-0.70159970256915 --4.39196078745472,-0.989023428796902,0.319040421861425,0.958798210620279,-2.30650181149276,-0.711893516393761,0.19641268299768,0.24505399127861,1.27872374599079,0.326723685387377,0.578314388777224,-1.86057812623984,0.922533640699294,0.61736230638847,-0.0942345221898816,-0.965448647155535,-1.60321049106376,-0.768241774250192,-0.208309464618381,1.05012899838562,-0.0571098082772607 --1.05426993858528,-0.0632063466187795,0.0304343359175673,0.00640730239269994,-0.0987984501202053,0.876319898532614,-1.15357267172143,0.17823309856878,0.459143188437094,-1.18155624751056,-0.825535298035863,0.0740542006524175,0.277710260300518,1.08923499963192,-2.3760284266999,-0.733913174805382,0.938984691039298,0.435727980571476,-0.413583891582477,0.270411077641753,1.17550749106938 -3.15597722872932,0.942109527393138,0.420762578128138,-0.623144539754131,-0.332107834037312,-0.0378596167244568,1.79038847463446,1.09334248046569,0.0176354262208871,0.449189552329527,1.04592212286477,-0.591377433026802,0.728547148734406,-1.0739791465847,0.450788037656267,-0.0498927750391063,-0.93491420612585,-0.40863855740044,-0.19077556748925,0.93946842491022,1.38274798166589 --4.67143025470352,-0.5944432989651,-1.35650976319577,1.50344618416308,-1.38152909179246,-0.962738894286557,-1.02243500100698,-0.793273370432135,-0.0979387032353868,-0.642216248101533,-0.703829582199424,-0.225874276840246,-0.952966787583991,-0.880163720656911,0.374598622872801,0.663644570550588,0.238708972688881,0.220532593821251,0.736379308027512,0.668121517364178,0.830290667236209 -0.655389842848074,0.717181954689567,-0.208215358144076,0.771614717084624,-0.944897948866848,0.906038348773284,-0.401835815398505,-0.318794363334404,0.0345893866981961,0.326488201720013,-1.19759765805865,-0.933938806503305,-1.02692839064952,0.985625838417475,-0.401510067810963,-1.37782100185699,-0.159050397284918,1.64585987561843,-0.3659617674889,1.50323463318131,0.628175542833942 -2.06036078331586,0.0851291323708111,0.637726145103929,1.01416195716825,-1.19178153161529,0.567389270379986,0.821330457432049,2.05100452011719,0.699494323750767,1.89012491913095,0.375036337091308,1.32465319428354,-0.498446676408088,-0.175395452701747,-0.312051503060307,0.454306448261318,-1.47728289409294,-2.00257502461285,-0.774580053852722,-0.776584923290594,0.340880512742591 -4.37360154012319,1.03515583126704,1.00752582103387,-0.64125986473886,1.07558925803157,-0.349617573171665,1.16596178281222,-0.934799424447532,-0.589769302220187,0.0716625905736343,1.46073162917992,0.0985971827531603,0.219214243597332,-0.651822577015995,-0.667020648022118,-1.00413721551845,2.14967278717717,0.0172933816168241,-0.217138102572715,0.125265004495331,-0.450321916224977 --0.734017477544735,-1.84711493386444,2.62528171318418,-0.0279304164920511,-0.164738958710702,0.576626774094442,0.624007263970374,1.08232653472882,-1.50611404161842,0.623091975945568,0.694385238749208,0.210631548086141,0.397273967776375,1.26118161464989,0.212228740405845,0.269326237970714,-0.877957078769865,-0.443909560615592,0.104285225117557,-2.36275963916384,-0.995582884188512 -1.60170319794975,0.331402498977672,-1.93567203677579,0.741544748747848,-0.740699778726623,0.53942578278553,0.122583241132743,0.00936780902131265,-0.660193820087915,-1.15769880375903,-0.164342244414838,0.384840721941116,1.00097718971652,0.632353951301592,0.774385182448679,0.559020804924113,1.28901726387539,0.360738239037023,-1.09488657003659,-0.0764969927900259,-0.735678990914022 -1.49094228360468,1.02242819977201,-1.18398440968793,1.42065769921006,-0.849676115842935,0.59619984712276,-0.983654611183532,0.148331426611632,-0.678726544018773,0.971013692212097,0.585720030744848,0.69109742123146,1.27113860438997,-0.445299324663613,-0.83082388696326,1.06684704692791,-1.65857364323689,-0.376316522456161,0.524250860760093,0.141044820353207,0.464197233697767 --5.5565750715898,0.551192062432164,-2.14826480561388,-0.0921701439157427,-0.856975978090187,-1.60460209739231,0.617400699520451,-1.75297441640202,-1.65974361176303,-1.25342379449477,-0.499392853059015,0.166507394656362,-0.492395753062312,-0.348488327900716,0.374295907327848,0.55244813014528,1.71529435873778,0.675880808289812,2.52466406828429,-0.476414228628086,-2.05117201696243 --0.87617277129833,1.44087331345589,-0.599969734730184,0.567768150910494,-0.327734023424884,0.546412645500144,0.854415165390726,0.78565086360055,-0.12749780328652,1.35556648169879,1.2017161098801,0.986684749482156,-0.766874992358646,-1.32326254146912,-0.898565911263946,0.799906859458923,-1.27766518454907,-1.75593185257515,-0.103826994527866,-0.0256772174269896,-0.938059870322906 -9.73488701113913,-0.0742190150722613,0.653308297305925,1.88399057327727,-0.591204359789768,1.24828445992674,1.29699487055046,0.198185817188504,0.35611429932233,1.19008367869395,0.603947009903627,-0.429978119705907,1.40312730581283,0.185615327624691,-0.737961516623191,-0.279053405182578,-0.310101710114424,0.401602031323477,0.47868141859688,1.02158565407707,1.34071984255963 -9.43823064110795,-0.113154404160432,0.260710893135507,-0.263957964746472,-0.90359728414187,-0.202718210477879,1.33084255507964,0.563682191042365,-1.29924512683943,0.080554929006178,0.315874085345622,1.55743058031825,-0.0465273325605241,1.00854778537852,-0.144325007130801,1.66970384211279,0.902879940029227,1.56730871687689,-0.158800008119165,1.71375053953829,1.42893259978632 --2.74140917215935,0.856479837145619,-0.998532132170965,0.356037274722559,-1.10960340575367,-0.794391039280121,-0.148451906834486,-0.811967040818428,0.0444260986254929,-0.258866696707565,-0.140977562422483,0.782109816490835,0.140529975270465,0.302674000787535,0.604336314275359,-0.36624585627658,-0.515353413852457,1.75986638541851,-1.97294833813037,-0.204627421048432,0.220057846498018 -5.1392699375203,-0.185584100006361,3.3769117917005,0.882766390279285,-0.162380903606321,-0.23994161873136,-1.47802892790741,-0.0802475607082766,-1.94613143992105,0.954089122258702,0.931692784332152,1.4914880092936,0.455929283247476,2.00614746570724,1.21674985649208,0.48466618704829,-1.8736356711872,-0.246213951226675,-0.61268611528287,0.0862784976245969,-0.252733302372851 --1.55778586848244,1.42805184990289,0.399581568889893,-1.13547687026704,0.829879170113268,-0.613473006364475,-0.213871799314321,-0.218346695979001,-1.85127292668382,-0.864765820033776,-0.419496331057758,0.0792138050000503,0.966455437705586,-0.088776241586702,0.0328049011207869,0.753232607326171,-0.80101627204674,0.202364473472356,0.738843699937644,-0.278237701795887,0.621879995444174 --2.13689461224527,2.08176744409335,2.340060937878,1.02998960252797,0.3743182602428,-1.0958995821177,0.22091324708442,-0.563582929534174,-0.515598766260793,0.114506264658898,-0.947417019989327,-0.803513379771467,-0.243425477476284,-0.343682827402742,-0.505262887639292,1.05254462660347,0.720401738991175,-0.906653793683018,0.355376619074013,-1.75009605026344,-0.266431522236915 -3.97425711217729,-0.567490105106194,2.00364622862316,0.666791643254239,1.9421369824403,1.00032079541788,-0.35705831979693,-2.14985902235541,1.49638797291565,-1.15027289839783,0.181565876428306,1.07557274499742,0.363408069041694,0.33351301627385,-0.772236035138863,0.251130651097707,0.242267501737506,-1.10343505056441,-0.670746910635707,0.995860503753198,-0.258326617336348 --0.218878387827601,-1.08775642392872,2.11092400436171,0.222828447160901,-0.347434818709401,-1.4880677539423,0.0841085653123991,0.396600579776599,0.956616737813551,-0.460215191763374,0.325698684020291,-0.85704327602814,0.227459775323261,0.339264238749239,-0.265704267857673,0.880580120371828,0.717132463918228,-0.942537645906231,0.00402728525284214,-0.426117517097054,-0.771330252291484 -0.921889935172112,1.32101019376084,-0.867269557970339,0.944108957400335,-0.29218810330911,1.3799296880787,-0.934362607526425,-1.37450112862768,0.733883994155922,0.176623945678594,-0.4183948187999,-1.02972658364917,-1.07758737416032,0.506946438148063,-0.0380209171899764,-0.0865371986875862,-0.245111218257,2.26006765386048,-0.947441723761026,-0.213561550845529,1.04670404197658 --2.83689155734275,0.718161850872941,-0.680549714304899,1.15251363426249,-0.792194204093745,-0.172819681760774,-0.529836773430932,-0.33130609316696,-0.0287939120103222,-1.24490744943352,0.927749281779868,-0.684183935371236,0.767975357278996,-0.145506341294739,-0.0400264692072493,0.652680421405836,-0.559136701331125,1.43051597342558,-0.833719258091481,-1.48189062393382,-2.33091125738464 --3.55414061462421,0.71950439392656,0.840573477679145,2.23964824988533,-2.00154636502423,-0.181228059518701,-0.639542378103016,-1.06004927142201,-1.23963114321076,-1.43572580389949,0.0075989489918142,-1.96647402633729,0.0705324080700992,-1.10686292859764,2.32087321262668,0.571535946299561,-0.146760465734176,-1.95978473357086,-1.08065113234475,1.47553893867064,0.581410206377469 --0.617306441672648,-0.965098230744749,-0.464541366214489,0.130642623081704,0.975092929664808,0.086870499808907,0.349064085237104,1.72111710207688,-0.38698027512424,-0.372130232387719,-2.15684583838812,-0.252118849674192,-0.611917517912652,-0.538077716886093,0.0027038110859678,0.0677760745324853,-0.989758320260867,0.952544439434538,0.426347866794441,-0.205188320569603,1.1615869026035 -12.1250199283014,0.166458779385684,1.55092581164873,1.07913695957366,1.4389569834783,0.168977889926212,2.12804257266776,1.55813842256533,1.04121005869567,0.210561364531572,1.7051746412061,0.135245486382728,0.519098431211578,0.167684566090518,0.292920465360306,-0.610683528635122,-0.874107769535404,0.775381043923785,-0.881950980820027,0.208037493085666,0.107545045256703 -0.997913665735413,1.06034336593422,-1.02432824581754,-1.41270552309517,-0.0182062877460263,0.46724464368169,0.874224792458586,-1.68199180834187,-0.445790904299078,1.30667193005928,-0.244187547719907,2.37928325298616,0.983329209433019,-0.680755541220306,-0.106549440517618,-0.712295622613897,-0.812813939968134,-0.730542347689553,1.2208896809227,1.58192020701061,-1.90728727081815 -0.390627373332922,-0.366224063984558,0.384231521603912,0.544484713276386,-0.116669236530384,-0.479012845132328,-0.621588500221971,0.816515646666892,0.500251610955182,0.347862004758644,-1.50974466044833,-0.27458980910797,-0.926841884501081,0.655663231240752,1.17289912937024,-0.536251913801172,-2.09821625129223,1.3452659599634,0.569066330273134,1.07236432648397,-0.0152724832115676 --2.89677064520372,0.339774120334188,0.726578258441114,0.0410085680308187,1.8078774848838,-1.88209928879504,0.783545967167991,-0.253107113836805,-0.793006494606678,-1.21631516354248,-0.357412451406627,-0.825394973889829,0.534992821694255,0.855870819254015,0.398850489447387,-0.200125129891205,-0.543688512128858,-0.445780668742295,-0.0359560913937051,-1.45201533582582,-0.311488565261581 --5.53519169610305,-2.31638786086451,-3.45050242350714,-0.759807966202677,-0.0782888501294682,1.25493076717992,-1.34727076539409,-0.265624999965119,-0.98201357725844,2.57214776932293,-1.01700204849867,1.36481009744419,0.236970198783292,1.16778427472825,-0.608041375279115,0.216235302965135,0.299134016930403,0.277960596084486,1.0401711497204,-0.518213300036604,-1.85703554066409 -2.40104196568736,1.18834791279017,-0.302240735909467,0.69781413461956,0.5479711026747,-0.507406029449661,1.39987097046212,-0.704516425528189,-0.932836814471416,0.594392581048468,0.872706561499817,1.67182215713901,-1.79971606694671,-1.02398301136996,-0.0262143734396673,0.464285990550032,0.951178595716381,-0.312868099767917,-1.38301637264766,0.694849624543611,-0.563073733257585 --1.73966330126954,-1.39033602649513,-1.60893375057821,-2.21497588376592,0.924281506877503,0.876256788573966,-0.606865948356559,1.86662192310301,1.27441181833004,0.894504398183144,-0.964757264569596,1.11241815794988,0.23520370425534,-1.86441666451498,1.01103367667306,-1.30240013488507,1.64618248621586,0.383895220759885,0.410937814986102,-0.795171173969166,-0.650143140631699 -1.64076590025751,-1.58618502330435,-0.718498732007579,0.870477528013297,0.362143018295114,1.89557311823307,0.26773978079378,0.031910544188644,0.464111781285394,0.106701979878346,1.32470526496788,0.734607259132309,0.322309925701529,-2.22753287572498,0.204356536076866,-0.0641061367344589,0.151264050807424,-0.642830450300004,-0.241226682067367,-0.512772043959216,0.471205566376827 -9.23973723998643,1.30293382419895,-0.265265431446959,1.04771846011813,0.456892965004882,1.74619477651177,0.00644660954426356,-0.0513621110260924,1.0926485874419,1.63654597009164,-0.109122874884401,-2.68918533904459,-0.51147166913024,-0.024311941873466,0.69993336021433,-1.28740404214232,0.551797797080236,0.0706741169152832,2.7166661777513,1.60228039931902,1.09002582053481 --1.93224845886013,0.736818182032297,-0.835391558395808,-0.403856613724608,-0.675914442119761,0.0267084012119638,-0.740159244562474,1.06447976846257,-1.72459393213521,1.0961951251116,0.122757335500739,-0.259289870564171,-1.3841954081744,-1.26017295015058,-1.93719195715006,0.377765938154991,0.657097618293198,1.98609892964921,0.317031828068158,-0.806797179425412,-0.538070608596045 --4.77903256564673,-0.571109489158664,-0.379635526788475,-0.847328593805074,-0.80720171050097,0.602440664757057,-0.483732984332851,-0.629993349350479,0.209718326884471,-0.483332641135112,0.312811798146422,-0.661769322304845,1.45562323143272,-0.17317199797698,0.336079092761179,-0.268241800671308,0.633735448267858,-0.991122996705179,0.166349065237516,0.823426898164523,-0.677014082653189 --5.7636909808695,-0.420380806075636,0.22312030537111,1.15612831050393,0.18375132681837,0.0803639191741477,1.16901014539025,-0.514142303702537,-0.0152732002390038,-0.28190463871876,-0.322513225356829,-0.493462579327844,-2.20020885513176,1.11343489599207,-1.36471321436887,-0.826153630177412,-0.086301188846147,0.971564884523358,-1.95900706404798,-1.72190427360187,0.0027270141607979 --1.0468139925338,0.895919378928683,2.66584562748559,0.220373775173915,-0.283452701369355,1.21254268988954,-1.26427816697331,-0.768848662888651,-1.33726950850185,-0.920693126422204,0.569817046394339,1.59945881576943,-2.37548087380999,-0.0822793709096022,-1.05935340585627,-1.01136379953607,-0.251954128366347,2.04278772915614,-0.13530736959463,0.491813927219182,-0.828190097427675 --4.49420212853504,1.09070441965676,-0.37990378057292,0.461638207288058,-1.35259901272124,-0.693807122921368,0.654993368914168,-0.25505790292627,1.77158461123773,-0.192129295060731,-0.391347392091477,-0.790294381536916,0.504227952091073,-0.968814329698143,-1.17533940035965,-2.05487036442633,1.29513611191851,-1.34385636593387,-1.90038802414251,0.649823014547635,0.323795187323461 --0.0253567124854993,-0.052028492656639,-0.123913447658266,0.981193144870103,-0.708332101482845,0.639105550229037,-1.1124753495165,0.162890767785949,0.329836955151117,0.497421926798722,0.499341510197677,-0.61606248893732,-0.305762065538739,0.141714166881958,-2.42594980168998,0.30554930272342,0.5798682012029,-0.431518606590286,0.904283070090617,0.354301901320575,-0.0330257303044062 --2.95749964429049,-0.670079845603982,-0.60446865547781,-1.22975204885275,-0.860316935385172,-0.591531509015525,0.221459144879345,-1.08142425430354,-0.217602934721255,1.91898706040179,-1.13894854743357,-0.0705502997578936,1.5765077707287,0.489841186801142,0.653680609320038,1.19993951744516,1.44002718842615,-0.396540210214529,-1.31470498232941,0.592006864956394,-3.11214231794445 -3.9063448562655,-0.399551243973612,0.154725736123256,-1.22769261276508,1.17287184898598,-0.369027313098304,-0.118030565212289,-0.621793006700806,1.36027580082954,2.79656969997857,-1.53567771198373,0.753666832090818,0.375163607254473,-0.0897773637115537,-0.456265364082874,1.74455986807594,-0.134599706926343,1.79806225329624,0.174938089505948,-0.347103834942131,-0.144562867060295 --1.26439158508951,0.433890095946288,0.00741573156546714,1.49583105247407,0.363270794063277,-0.0401571362126334,-1.38075573015455,0.524822865287918,-0.508605584817922,0.566718758056037,0.497478075507604,0.0817614570362289,-0.570662362700688,0.547892019794953,-0.532596810431018,-0.570675036126955,-0.337949411875026,-0.758392323397583,-0.00383314366839454,0.233086161956896,1.15795637057141 --0.192609671036243,-0.187513913379056,1.26662932585255,-0.206667892588881,0.125229007109727,-0.865679355440451,0.2076724530317,-1.28293700176063,-2.27463183014252,0.27272156944051,-0.299788297435315,0.984972593346152,-0.0636484789263814,1.05493107168028,3.08775056897543,-1.48717863185757,0.817609425249026,-1.38794274558018,0.383414775117851,-0.467458290660089,0.581464057670743 -1.16414621655803,-0.993704953689841,-0.245022952214231,-1.03403143420566,-0.0653771710992242,0.27005423462781,-0.534819990174046,0.498321822401661,-0.374387326159589,1.55627177439756,0.318453857774149,-0.0822412270731574,1.89966680631697,-1.38123133155244,1.58046815529068,0.536129164037037,-0.622346084203311,-0.555603281235126,0.459356362973831,-0.636368396773844,1.5297621853207 --2.6265666777742,-0.922410202217711,0.0820310655081055,1.26937501695833,-0.625941243969548,0.577395616684513,-1.141488488409,-0.489322306270614,-0.36045146323189,-0.707481972509925,0.961271601610292,-1.72087555840939,-1.26151592783313,-0.766657697513944,-0.094050416091889,1.00908144941011,1.03005251512626,-0.648975434080579,2.56559007080381,0.892412669974018,-2.11994203395724 -8.26833806988518,-0.0225864996708584,0.0642412509743786,2.01041264756203,1.37292035973414,0.824841322638263,-0.810304598543712,0.461593096024216,-0.209732535319027,0.493051416705549,-0.170941002869617,2.55783422510416,0.143478854153608,-0.0929117628666675,-0.147468738620994,0.779107195870007,-1.15009305897565,0.437930737178849,-0.588909786419449,2.11868560396494,-0.632436080435969 --0.285955479456918,-0.0107398513546401,0.0276320800357531,0.456674193430213,0.662367435555945,-1.52580418398929,-0.23267899138049,-0.979972113292988,0.843539980304403,-1.17760288448515,2.31600988926895,-0.993433960697463,-0.0758415936314969,2.51890379211636,-0.744601670541381,-0.413424657685017,-1.08493864999308,0.264028931601262,1.84784636916851,-0.354765350213731,0.0318054871446134 -2.16359304504612,-0.50023695238265,1.40405474104577,-1.59930054971134,-1.24097718715486,1.1901018591399,1.81267295441687,-1.12478962186914,-0.24984125400005,1.31235358537605,0.577098340527452,-1.09243948904094,1.43377386124367,-0.952289395383381,-0.848503070096345,-0.671930679136825,0.400685113108134,0.18921942277524,-0.758016722227949,1.83454527643224,0.381462739868221 --4.85159608727436,-0.181671675591775,-0.418993654321592,-2.1179688454883,-0.828537551328041,-0.493413035324389,1.14408369962724,-0.915454158694926,-2.70724738166609,-1.02807968353533,0.639808625689176,1.05152446171044,0.265703624324086,-0.42181701555463,-1.09740779260914,-0.631105996930104,0.39350779545263,0.913133629844452,-0.0163648768808207,0.738578021857927,0.727314320199533 -6.98490063735065,0.189541446490689,1.59304159889972,-0.106937917748605,-0.607417266251965,0.0179497176168808,1.06714500109314,-1.05450623370872,-0.134041409774424,1.29563745645028,-0.18310416869883,0.990909730505006,1.24284213349222,1.21691275975,-2.00861509157882,0.465859407640198,0.303858305786622,1.15155970086408,1.59430063956705,-0.897606367267748,-0.0869333549065196 -1.53589535694222,0.502988963491515,-1.07887815643691,-0.205695816081088,0.0526719644324008,-0.0552172235153621,-0.569629658435807,-0.362907500839658,-1.1664177516183,-0.911909389484649,-0.340793050104241,-0.214294304402138,0.611952891949891,1.01446969006747,0.908383068539766,0.988975482301644,0.118171688636659,0.605895711115363,1.08530355834893,-2.05340760537562,1.2130406894458 -3.40997006712237,1.67391946012022,1.19410198187371,1.92010958038081,-0.158549945384297,-1.87307898506961,1.57259993516554,0.820947273889617,-0.413134133944481,-1.28665565269984,0.52133099658068,0.887989693081186,-0.892922772386335,-0.016060256678015,-0.147880900873585,0.133105547417097,-0.318196554605472,1.58625274252567,-0.873225138305966,-1.25835540660867,0.194235383876524 -0.130346196111528,2.54722815235059,-0.802668704814646,-1.40166321257892,0.773045425898019,0.316975941813825,1.08604691636135,-1.0115813338704,0.865703927425041,-1.07845337116749,1.03196827704032,-0.58954142947008,-1.75786950103704,0.944798992285678,-0.49989174607151,1.34998679065355,-0.78434904561288,-0.636029126085671,-0.742541923562491,1.50088994562193,0.00056558821767451 --1.39005790231855,0.522148839429825,1.38581465980732,-1.4886634733913,0.851256005143927,0.391123978743286,0.977266692423279,-0.0818203237489124,0.495459462947661,-0.484754068199667,-1.6298671955324,-1.03851123810773,-0.946984736007744,0.724418711537429,-0.424422521150103,0.368266410164379,-0.917347061768964,1.40641415791065,-0.695508171680395,0.0687166878134432,-0.691362554317312 -5.99559145151742,-0.892420128033872,1.67536207491516,0.574967245730249,0.746321674167177,0.0997307106867604,-0.190902054441363,-1.64300584954757,-0.101497873406274,-0.334010599439883,1.08562060517635,0.526705948917183,0.66057964794088,0.760199535922901,-0.568062131623753,0.788416291810725,-0.0167099888641461,0.853845580718613,0.0572572837215095,0.28960078144412,1.79011910931707 -4.69469559582304,0.728312607205519,-1.14581031694963,-0.823118726296934,2.25397669703536,-0.310060973781575,-0.105522516911058,0.583075799179875,-1.14704778005639,2.72220040609834,-0.0410149818007652,-0.0913764789685856,-0.0155645846965992,-1.12797103375606,-0.24709488789348,0.544995184591032,0.346995794214487,0.179385198868459,0.0996880775094574,1.74569447294851,0.190354179073831 -3.94475127417411,-1.15892302722338,-0.415750081336863,-0.0562485338027994,0.074150521789498,-0.420255813156326,1.28284603439475,0.750906861207018,1.51846971975341,1.70411847651858,0.455205586827888,0.75008829733123,-0.745270462559921,-2.28281598300664,0.904938297052364,0.600575625358001,-0.110675666515834,-0.747829773999526,1.35387048981327,0.156531735714315,-1.0799786380776 --0.757819015423387,1.49328375009263,-0.755787868067703,-1.35272219138235,0.790641480225755,0.471505601425572,-0.516605962154453,0.0711937624142494,-0.110997988543076,-0.608631214978889,0.0981868675983825,1.42300940745003,0.0713177528760178,-0.68307679701556,1.17910141640413,0.028032175420128,-0.443960176807143,0.295475134414103,-0.405661164528286,0.0409153286084151,-1.46662362628106 -6.87976454878351,-0.848249916365337,1.09146845314109,-0.67362764725716,0.2128991844471,-0.661395962135771,1.37889074602612,-1.5354492195477,1.19593896557856,-2.52762560614088,0.311487583339035,-0.533686334066804,-0.0325583020870982,3.00413366094765,0.827847382295166,2.09502093034241,-0.621119634129813,0.239790526302541,1.22283522694245,-0.0557837335586687,1.22776144992462 --0.110312155296119,0.307681941068345,-1.52645029424493,1.69247461616247,-0.618315449670664,-0.284515494618574,-0.445831727277197,-0.800233517228272,-0.674560855834862,-0.0910586904055243,1.64973162715097,0.683210356308437,0.191156862343117,-2.10343783175509,0.921727012252981,-0.0552339268589601,-0.91071264640371,1.13984127532907,0.659986777766381,-0.564908038760601,0.810019023966915 -1.59697386200038,1.93302241579369,-0.34515595340841,0.938108678522464,-0.615434958335396,0.386456136075511,0.929238469609682,0.108919493325408,-0.758479340427227,-0.676415346509611,-0.0722675034072772,-0.232534568628951,-0.535750501579726,0.510898467138814,-0.346107350366852,0.204043667755619,0.583545664418509,-0.08524246789646,-0.324160531701363,0.369838474879912,0.438168822629532 --5.8989910954449,0.702543350961017,0.452480593531696,1.25073497900622,0.515170843851897,0.443423018819038,-2.19414218833549,1.12413197637208,-1.04122723486274,0.107664382894296,-0.998308951118352,0.671387881912256,-1.18715112534729,0.0559701480146864,-0.700941399580967,-2.27246567489815,-0.434666688767616,0.694169475507463,-0.223612233689751,-1.58418610121858,-0.825709119068468 -1.52130839038804,0.0163097181286463,1.09721420437947,0.371040595916003,0.0822048772836217,-1.12771206365421,-1.04137084887279,1.94441159764087,0.774584165913241,-0.884266820163803,0.260432009830397,-0.602115892699231,0.59121369323745,0.55493336273238,-0.850549417502447,-1.34499587425344,-0.864928193628719,1.8275517889337,-0.0245262379148725,0.220615367770654,1.45434183212277 -7.4877238319111,0.64146852242195,-1.7072100148514,0.0480167828125112,0.297883476293727,0.91215985244317,0.308535867777876,0.471808495770802,-0.453348191298802,1.30131552587989,-0.943602832787332,0.734783809227233,-0.387846974148433,-0.918534385955837,2.09775398288944,0.676611955899532,-0.0972626324376118,0.970143879584408,-0.24040864650128,1.33808755719563,1.60457363556904 --6.38071641569132,1.65521896823963,-1.09325505004339,1.56366908241468,-0.99869135047278,-0.54793457303082,-0.123374486759074,-1.97496040604487,1.13782620552934,-0.535559374704111,0.638728704697371,-0.799805560192765,-1.80048770188965,-1.44431511418688,0.0120451461216652,-1.47487200244575,-1.16009331700115,-0.133999864321038,-0.257324962724167,1.23766586270107,-0.0812463136265784 -6.17598152488014,-0.859635473323073,0.260331526438525,-0.660121974835142,0.249126266366052,1.01177741234574,2.04264858438113,-1.39231394521342,2.33429131382372,0.807896635406917,-0.887880079675368,-0.135543171728078,-0.858967921978762,-0.388567974331953,1.18385698884915,0.793958493013354,1.54792171523835,1.20835960637404,0.557090431573129,-0.805488838704166,-0.223195037780659 --2.22457521262,0.617383993082701,1.10543907919506,0.324000950250025,0.449896524626292,-1.45333369972442,-0.104149744702652,-0.38093547165887,0.262205077323813,1.0935517334141,-0.772267781002486,-0.931050976706111,-0.188268482039435,0.458715081555821,0.783163933976488,-0.383168759994444,-1.39920034839657,0.278572037542064,-0.187297221363971,-0.0827029362102758,-0.206415041493129 --2.41950885619309,1.3358365632773,0.268570223323396,1.0411446773288,1.51627317291822,-1.04249756024971,0.737765356810735,-0.634149954690261,-0.312174077442691,-1.65897762631002,-0.583760319035473,-0.819278290858545,-0.666731932729646,-1.05693229714189,1.31676742400676,-0.910428982247661,0.325644906674937,-0.470121383739719,-0.480018339811123,-0.247088121050539,0.0301049493358685 --0.373236109914311,-0.534008777512591,1.56497671030967,0.419313483450906,0.202825762886295,-0.120043676353121,0.447496975150188,-0.201102371715046,1.24297717786107,1.13080737587646,0.525560815806734,-0.812900181649211,0.387253652500364,-0.258484829239204,0.220176786249973,-1.06698846810095,-0.580596632736321,-1.35699411491426,-0.62342457080065,-0.0972272370931371,-1.30109241636452 -2.68118313704027,0.528372843865696,0.306436427782882,1.30605320646064,0.376402613087037,-1.26773035885151,-0.803477243811182,-1.40907468191907,0.967606982454259,2.62991223062802,0.753866633124883,0.0470393851250196,0.654196233917058,0.971826735796798,0.665664115077223,-0.938703949062131,-0.179928000558455,0.130761779458327,-0.94089361947773,-0.591768376770265,-0.0466590754536938 --3.2946199984123,-0.0736982280120939,0.128607174364382,-1.44394817544137,-0.292925065113317,-0.930794539050968,-1.07265502522245,1.52633010262799,0.49723142655763,-0.603550978756205,0.81124607383352,-0.844860367900397,0.376021223279726,0.490586044736399,-0.754430986965218,0.292542595638971,-0.834311609275407,-1.90245701923836,-0.324067618323022,0.15381244962955,2.00742308198063 -1.80153775409796,0.10945948622736,1.38274701909216,-1.11464024579915,-0.318214313787903,1.11682371025668,1.9034152358707,1.05899615785721,-0.311271047299212,0.602287840248332,-0.84772678431385,-2.06707419765717,-0.655839483616901,-0.625313056187559,1.13842789730055,-0.903314110483328,0.326055767547225,-1.6773198309379,1.68282212370497,0.0134457140382869,0.527036245956952 --0.132981088970441,1.10018088111999,-1.43111199126513,0.110405831211322,2.49550917453715,0.375154522587863,0.313900108641216,1.09512410501828,1.00887507081121,-1.14476389479212,-2.5004402924498,-0.58861533698144,-0.247288903912431,-0.645697266619615,0.779773270410008,-0.48657428227455,-1.32565825534824,-1.26854911771197,1.16788088692589,0.667259561523035,1.64614411599978 --3.61400093721194,-0.153578002098822,1.29139246303146,-0.475683034446591,-1.735285644855,-0.57287109141621,-1.15965868948718,0.315526166418211,0.0145345107265993,0.416903918032685,-0.351713846838778,1.54068383170442,-0.428999303527719,-0.634771588639113,-0.0601362429158503,-2.04892506312647,-0.305601360480523,0.0258803692800346,-0.67581913049771,0.352118756009124,0.104553907458258 -14.610640839811,-0.15625791081502,-1.25181522913777,0.929144061775325,0.63041231651401,1.93212030851787,0.920897966526184,0.590161904341219,0.913866444410891,1.47585879129508,1.64455396438618,0.484703799088564,0.28426843878395,1.60342756969669,-0.422499485747882,0.933144686812136,1.09095719794242,1.23738815016379,1.24576659015075,0.291106884798936,-0.170371541744955 --3.67531646770569,-0.386373125063289,-1.93552570868334,-1.88729187677198,-0.433306862802841,-0.920184736615291,-1.51028919212372,-0.417868904975218,1.92153229574804,0.134483792269384,-0.113195130058538,0.311949718133881,-0.629122641950029,1.72105915769384,-0.0833022382790538,0.963800460487642,-0.772613942726339,0.767171664260188,-0.419352492320576,0.856078615971595,-0.985266187517219 --0.632603093100507,-0.846819493781224,0.921018375118924,0.317499793861927,0.489166352831435,0.0405012449150546,2.31603278143255,1.19264405602765,-0.926529821848709,0.419590234046014,-2.3809100418952,-0.261747838606987,0.224752611249957,0.532683253958909,-0.806861683375795,0.0794733360882824,0.690082427435646,0.390782520190666,-0.10529013574293,-0.537944462321771,-1.5939082610277 --5.29397171059332,-2.17292680199008,-0.601336769948651,0.520250349124426,2.05606765400668,0.359735737148829,-0.53427809493794,0.840827404016502,0.766127291777448,0.0115197898673237,-0.485396948336858,-1.2795056246016,-0.875358083781489,-1.46587929151598,-0.720082623487893,-0.8196667108685,0.0437469980706013,0.573008914059558,-0.0295216923018148,-0.652388551358953,-1.31395828920233 --7.07647099831925,-0.717906200372701,0.728415786453802,1.28673007774702,-0.923829823556977,-2.49914326320886,-0.751325565479932,-1.29335550831163,0.798284148978743,-0.301038796728394,-1.02065140082078,0.0407113214760598,-0.45416317652554,-1.74259368383856,0.412496985475311,0.569518835757023,-1.27002752028307,0.0011234275565394,0.696683469317267,0.821254760133719,-1.1843077193237 -4.97053553652302,1.69978276008307,1.03318784684836,-1.09313704399065,1.86177915609932,-1.86610454026576,-1.32097102833416,-1.68096954623976,1.18866291720798,-0.578126431955636,0.0541884778524283,-0.713868340423353,-1.01701021913706,0.541922973506842,1.59520768729071,2.18840404773809,-0.256575578546536,0.162104973804003,1.20765042333115,-0.707679798810523,2.63133650356467 -2.52870056739505,-0.0691932799408589,0.6222016492796,-0.480284035931943,0.384824802483762,-0.194079988580178,0.53016529098032,-0.761773226131871,-0.187633765404022,0.977692825267915,3.24034740306665,0.820490640051931,1.56111061153006,-0.823472791860077,0.673603127862721,-0.640964631301932,-0.877481596421952,-0.803571863588597,-1.2061054131128,-0.562662778614559,-1.41375566693341 --9.34775247727755,-1.27818884065016,-0.70716971923501,-0.0404353618481192,0.97624035290003,-0.167112626225628,0.696597820400896,1.10101281357603,-0.392564750652142,-0.535049675972695,-0.968171320030866,-0.593023794386377,-0.000566868227544991,-1.13727106732771,-0.923028038797484,-0.174925118079831,1.26712320624778,-0.770482035131113,-1.89197612840997,-4.54212228770171,-0.416124929325937 -0.635503451924529,-0.575407734251262,0.461333852674532,0.440222000815111,-0.314770268215512,-0.482545999422292,0.0571745232154708,0.94101399320456,0.218421975867717,1.91246817159328,-1.03783300917329,0.343393083105929,0.511943190567844,-0.121103331798584,2.7735837746533,-1.50246220121168,1.30528027614259,-1.33317238384973,-0.599596880402151,-1.98730822278864,0.296369777516133 -0.33099021977578,-1.38964448538608,-1.0163836794741,-0.505330813932349,-1.20382574861375,-1.47486989814706,-0.710036994269977,0.941950755825354,0.78746366471199,-1.56918957751876,-0.0535268018571969,1.28949212861513,-0.0656014939805825,0.935155015870794,-1.27586078040437,-0.410252416415112,0.994870237220248,3.02808457522459,2.06088987472483,0.0388333552681654,0.364784004562375 --0.40430424847069,-1.50259250797092,-0.0339779486390467,-1.52757957963338,0.982908197867841,-0.947374556788024,1.00059027397171,1.40756409511555,0.408657726136085,-1.1376735120371,0.497834480565232,-0.253857147510129,2.04048257388252,1.07031967340999,0.183885377193509,-2.26817618416144,-0.380227177965716,-0.464340329386249,-0.104471877042419,-1.52542010515625,0.892538482455239 -0.598179091551736,0.931253719291296,-1.20252100269622,-0.448317461748581,0.205597841325199,-1.33544125087162,-0.369736042848697,0.610677606849995,1.68351097685855,-2.254966028958,-0.115947405391345,-0.972069110022113,0.0431734493979153,0.851375590399653,0.867712555747174,-0.390532164045581,1.15302069301494,1.50763539962793,-0.420214758749506,0.675415106442583,0.858626526181057 --2.04347167294991,-0.291129082572854,-0.352104064384841,1.34177198501587,-0.0433652272344394,0.673211084420893,0.804853201547168,0.742577169041049,1.39181333444028,0.846449368158457,-0.42465021619817,0.18166974213465,-0.0542187888552522,-1.34208770184313,-0.720539693528804,-0.189006700145157,-1.6922438801583,0.0411883368105407,1.43490865421639,-1.96915211653948,-2.26218011716166 -1.06478914715145,0.677169792832732,-0.203795802818372,0.0682089978019197,0.285474689324738,0.0253375622088703,-0.520185274161099,0.86476791022039,0.340403912586202,0.145440005989115,-1.45561135868809,-0.912631139699889,-0.0135526962414952,-0.0124604732676209,-0.565134797141522,1.11257200893332,0.0453763492660641,-0.058971587307842,0.124312038883394,-0.00911942159588915,0.644550526217614 -9.39002953359982,-0.626770391647181,0.0492024073336093,0.697112493857757,0.589617516279085,-0.0739565405491938,-0.212655885097512,0.756978597785352,0.349956822299111,2.20415779516218,2.17857234807026,1.12797447207226,1.14160850894169,0.686761291912959,0.0122323550265656,1.49951770723658,-0.288655693045517,0.528208012484209,-0.54959009096208,-1.23229087787189,-0.561589532895412 --6.91660126831265,-1.44247767529148,-0.532814415791617,-0.256433099589335,-1.36332919674873,1.24588697445823,-1.08406738411564,-0.000619187230548752,0.521023545099317,-1.13012612256832,-0.973202531300258,-0.539076603888682,-0.471269273709852,-1.31012048619396,-1.95529297485171,0.940755163630695,-1.70561168872383,-0.202811935984205,-0.391689010359109,0.904923597431827,2.71351849581188 --0.785708661690931,-0.590451563152212,-2.03003450817618,-0.910386965388383,-1.43239947976145,-0.925321174144976,0.62940727662906,-2.04144434505771,0.283626026511138,0.954456602066648,1.23439568846137,0.0488249841177436,0.165854495840241,1.04568455596775,0.839649119904027,-0.169715368729951,-0.0899714054029314,1.09862535299007,1.04753920331554,-0.139581193117067,0.498565992280987 --6.07033895422514,-0.792246797005612,-0.63593389439462,-0.602542125555121,0.482662495474089,-0.752069498442844,-0.0205729329722848,-0.507212469735819,1.6832499144213,-0.137414727030739,-0.802215455420383,0.576891519993278,-0.138866279435157,-0.709142965731854,-0.665139751548599,-0.127451695541433,0.049556853022342,-0.407292170949047,-0.302989903543913,0.269574603017405,-1.91930718182757 --2.9126538738565,-0.931869974589519,-0.938002586969497,-0.726034743991053,-0.934522792115721,-2.91185418382214,0.150956323027738,-1.08287565214501,-0.48183126043536,1.1423785464757,-0.524117623604068,0.497596517228883,-0.231343452217209,0.862493614291608,0.25159392603233,2.22832118833985,1.86407319459017,0.390407187180648,-1.99605103136378,-0.958859303165854,-0.69964985983087 --0.174252139175263,-0.0176965659071633,0.0452299682479253,0.911508061074109,1.01401985478576,0.390743694315563,-1.21259906817322,-0.0103232223105321,1.03108355041629,-0.950013154697996,-1.07068455573509,-0.0902819181248605,0.917761738972737,0.521454902131108,0.2589470011215,1.68454749751199,-0.143858662591234,-1.45341154321156,0.193288881288102,-0.938599683227247,0.693186807330421 --3.84376893359728,0.993062810582632,-2.10018217242513,0.154002443654336,0.819990147051161,-0.450753885814844,0.889979223639214,-1.18853818078639,-0.727563543685757,-0.873280856465537,-0.231920576779468,1.04454732723902,-1.04519308328983,-0.939250876957137,-1.31825901627728,0.0923993372479263,-0.965815363166507,0.417403911457915,0.833384069242645,0.039064302971623,-0.0882825651267859 --1.41822315024027,0.0435650240715116,0.620689116924818,-1.63485454003292,0.625122024021327,-2.17612031630087,1.16185139449453,1.40047023430593,-1.01338935201249,0.362469685313423,-1.17252774975894,0.623730227451629,0.668317893047845,-1.16747983119508,-0.783809321389014,0.0871052760503511,-0.0247126013807048,-1.26713189978394,1.45847886511532,0.477736644961171,0.910847614982486 -4.119836516752,-2.02353097968475,2.60316312711435,1.10097175973858,0.160582180222393,1.04324868918083,0.485665456861176,0.363818936495474,-0.785804118083055,1.86670126878925,1.0287115794672,-0.614068489943907,0.154842986519436,0.366081536387096,1.25922941781357,-0.942304653097268,-0.726845832660187,0.141987654413628,-1.69152243240614,0.71239134736193,-0.113473888023219 -3.02857564959017,1.89484579534605,1.14683784823331,0.84827810759068,1.95903941775951,-0.805999199498915,0.25880915479489,-1.06176947952911,0.0329198382247463,0.342353978053375,-0.0265584712047528,-1.98741412488253,0.486561940050705,-1.18667003444889,1.73018922833552,0.45224825746726,0.826039939490828,-2.54822550570401,0.863627039501487,1.18349961048083,0.0402328858184208 --4.5737079413276,1.18031853854443,0.471536597909679,-0.900627840273579,0.0231753065059906,-0.897252498821161,-1.03263787440293,-0.175999579132814,1.08097661418041,-0.00650383552854809,0.247042225657918,0.394498021245026,0.216198881734095,-1.55224492058373,1.2850541832605,-1.12473602803181,-0.559533151234603,-0.127542483117271,-1.46045164430523,-0.529689735716303,-1.63302322037529 -1.12643692867202,2.41416347802723,0.199160399611508,0.22639846439681,0.477594744998346,2.32681055865562,0.0612401407457522,1.19868968372615,-1.198640517566,-0.734782042072885,-0.492472912224374,0.828788492051,-1.2325559113339,-1.65612067178268,-0.0468726288004947,-0.222041199861053,1.47016518816714,-0.598337098896852,-1.88406143805965,-0.805532913905322,0.23187373541968 -3.00689336150775,-0.240663163918049,1.81666686444626,1.35837241320817,0.913605619973458,0.106240875941613,-2.37836762762903,0.203152673044471,3.28786154666883,1.225602989395,0.0903867700073392,-1.22425745595439,-0.113318523101623,-1.56685961873323,0.253835332781102,0.675766122881319,-0.0913620884753329,-0.235934770591589,-0.704887992095236,0.183431636718769,-0.545252469734622 --0.547163122940396,2.07128941428934,0.0704696158674511,-0.728857931548931,0.437392964658982,-0.00550081406687334,1.37270194632316,-0.0398311719458154,-0.427187398290235,0.527758382224525,-0.428513781463731,-0.86388341024063,-0.689118180879628,-1.57819512596326,0.701457866698937,-1.30086970538598,0.634066963129893,-0.174071171589204,-1.27298850569895,0.44156179171832,1.74603477383975 -4.51399373598287,0.232714077622351,0.773757781543787,-0.236848855305858,0.0442058546586604,-0.136431302361257,0.412882343685601,-1.15557827987561,1.23097301721781,0.843014447067207,1.44500263966926,-0.598160081097611,0.41162056583443,1.4167903830066,-0.114703719036791,0.623783584989973,-0.494392415997266,0.268923910493285,-1.21810023981111,-0.115485202087513,1.2900457290494 --2.74076439688878,-0.373468344090581,-1.88562659512408,0.792784566544978,0.460590662196086,1.41332164596634,-1.60316012894633,-0.222056925786948,-0.462933256756165,0.166028461034674,-0.00256372327965852,-0.243255957723024,1.06483743701871,-0.0648940495686664,-1.60202751072344,-0.814641264205544,-0.530019932269328,0.988896593746264,0.559372145191729,1.254147546193,-1.80522114714683 -3.55312192124315,-0.833345632321643,-0.490968282824733,0.419357358194854,0.570350134574278,0.502009373263213,-0.594649386273364,1.16918853914117,1.3114643303898,-0.964301561901769,-1.72178074116023,-0.332985687986552,0.354796229540478,1.29605305102491,-0.208222687524238,-0.896954250938851,-1.65648777056832,2.62434979728289,2.21691004047363,0.675756007707173,-0.47138361958796 --4.81551025300357,-1.4634080799318,-1.43820276456343,-0.762842933829979,0.612024939625343,-0.117772201417226,-0.209483273724704,-0.94222182994674,0.787291661032921,-0.0457257397964873,-0.197656350230684,-0.0156073538327166,-0.134839132568211,1.76714954895608,-1.01690543118552,-0.239111959984429,1.09886413797999,0.308819130584674,0.286959343219748,-1.09310697514192,0.615050049725418 --6.75166989179032,1.0357192604692,0.49379892374245,-0.190600871054437,-0.395944665526726,-1.84870928033661,2.5247502393075,0.43263298439494,-1.01193348724445,0.105327399521987,-0.76772677533763,-0.945787418699486,-0.802627930667078,-1.02094150562811,-0.409656592213703,-0.130176056347204,-3.37414483148633,0.0934918625131977,0.127719965378296,-0.516809103357859,1.24616915538644 --5.68108225896248,1.2928747106484,-1.9716042465531,0.235531118162996,0.0641463739604158,1.21682477183341,-1.48960743082769,-0.240337409312116,0.0368217868038465,0.238614549119763,-0.388347971811172,-2.50492321081028,0.759538756273016,0.621574005949799,-2.35636680898781,-1.41746205197519,0.179981271859743,0.714199897175755,0.373692713199934,0.330495143707927,0.174095945469891 -8.79290310245255,1.1439845441714,1.00013851743262,-0.149314239408793,-0.497044455814731,-1.24355911247892,-0.0934375099954644,1.61417405352817,1.61735033835103,-0.823091857422455,2.07990740397308,-0.610845852573451,0.785525500887847,0.297142775091124,-0.527968531161799,2.05426893366494,-0.862890081804038,0.70417375592714,0.873622439997197,1.25788900254516,0.756178449685225 -7.59023480688875,0.705208580620038,0.197552970200069,-1.71304906872537,0.0984596279490095,1.13214364326093,-1.39138642521505,0.869596068181579,0.0333549864565246,0.929784317012708,1.86737041655312,0.952236914436903,-0.907103228418049,0.113208141579697,1.04733155901934,-0.683469773031495,0.189675978759606,1.18007315710351,0.0541171378327508,0.86061175021651,0.851645288344288 --5.80242961817734,0.287844943555178,-0.411937592982952,-1.39629075270736,-0.883791851583384,0.111998488217116,-0.197077925794155,0.540233037438383,1.46211875745355,0.845960282515721,-0.0544017686420735,-0.233729676525975,-0.177520090474015,-0.45742733247744,-0.375264162691125,0.0857452744006425,-1.33040027657516,-1.31915038775422,-0.64717408927295,-1.0313155646347,-0.00702519720340434 --1.09138234186874,0.257633142939952,1.13699921172426,-0.0173650773587683,1.19460117017448,1.40254774410078,-0.992821777971652,-0.753958909861477,-1.1663241519115,1.00259388102273,1.84403278923615,0.420989999497477,-0.663840098781199,-0.177546733570906,0.635839012698197,0.174082595282057,-0.52606422858974,-1.65752063705485,-1.4653282073786,-0.973493061944537,-1.74874755979895 -4.73554835224536,1.99498624372389,1.1278200665723,-3.48238091009978,-0.604853854532309,-0.308125842503386,1.02414989159811,-0.646539702789092,0.351473984843854,-0.425122488959814,-0.372714445758452,-0.236922444290769,0.422185099845244,2.47720032400556,0.610268416184815,-1.15294028133284,-0.773346402457965,2.87553501466817,1.08723063210661,0.47590517623824,-0.176120756822042 --2.6499177321668,-0.445604337044049,-0.592981074003105,-0.0369035945436937,0.806703695014477,1.12116506747213,-0.173610897134531,-1.11160680129633,0.538861909752075,0.703364785645926,-1.35316988571333,0.0561701396079424,1.63307150271995,0.379048000663611,-1.02153401202537,-1.54596005861141,-1.48232419752961,-1.09553072136846,0.703470313081127,-0.0497233960953415,-1.18198114794653 --6.40951786594118,-0.676393950958979,-2.24818494432065,-1.26369153989481,-0.810263735042213,1.24181584637357,0.667668583766073,-1.07568500208225,-0.510702537668143,-0.0929434845138413,-0.565966995094902,-1.87313547833499,0.0749872445833267,0.438720161110247,-0.649194134103825,1.14534601491172,-1.22851529506153,0.834900232731559,-2.05939627506402,2.52006627720899,-1.14848498808011 --0.728435448594832,0.411605591404383,0.538022601102183,0.345146756221088,-0.117380368232829,-0.293634737080152,0.659043105367458,0.183386849265188,0.196854166705623,-1.06973420033695,-0.135839317684902,1.45330141374291,1.56747813815579,0.601328966641778,0.0599447472229773,-0.769450778513695,-1.29909039292029,-1.66737240442452,0.96033625881334,-1.33331320599721,-1.05147296900853 --1.71765343411279,-0.586851419692244,-1.61412479255101,-1.09904140107822,-1.05680756587323,-1.81070770908423,-1.06782379826953,0.643049181049497,1.01091396500383,-0.335742367254772,-0.98079422774471,0.786559400394821,0.402791379845679,0.917515069594942,0.114625618173893,0.18649605737297,-1.40915355260414,0.703375080302767,2.00814927162851,1.39182798712983,0.267084780547034 --3.25123534706396,-1.27436761285349,0.0154670130734008,-0.780731954523359,-0.431665624651473,-0.248229216190909,-0.493980294044955,-1.38360219080098,-0.799681945028559,0.327878018087703,-1.94147550443043,2.09485413442217,0.442132009124312,-0.0912743413664634,-0.74271902939916,-0.600349275539377,0.198311014067291,-0.679747730619563,-1.0794733123971,1.58156187853586,0.608402313786609 -0.847212817977151,-0.896895577360802,-0.277978977866297,1.39993125681409,-0.567545028817639,-2.15227455561595,-0.519474910051443,-0.447846200793379,0.497459026153795,1.09128090954635,1.48791017779544,-0.228489938297141,-0.891922608580629,-0.76329610060724,0.488309030438492,0.0501765729921295,0.544804223023143,0.303650011730204,0.373013008627783,0.608519910231724,0.913047042929913 --0.2743810614641,0.502660142336353,0.342433271197471,-1.50306249238298,-1.70439007546981,-0.479414660842956,0.182468887251286,-2.40388099135892,-1.98365880638128,2.0713546570132,-0.406085472272188,0.523015987597275,1.0465461313739,1.52118253851638,0.576205806441112,0.334686978236732,-0.317885432479148,1.30071610531794,-0.113134637929442,0.60350631971207,-0.156198836654662 -4.66132895404215,1.90002976380246,-0.899134790110716,-0.0859739614009545,-0.113263417378578,1.1044360147426,-0.523292920995785,1.30195685482622,-1.26620104818287,1.0594848871204,0.387121547012912,1.79691427759916,2.12574759473701,-1.14179016324602,-0.637136316614273,1.24096505622747,0.437681540858834,0.463510077752546,-0.329084035430006,-1.29228581633849,-0.0395233954143207 --4.26163464256967,1.55883385955605,1.18324845586866,0.375568529128243,-1.34615208860155,-1.59966037430767,-1.14651266101066,-2.62327789877274,-0.41403886218315,-0.0144171372898028,-0.0109882837994319,0.591769675232872,0.186381425576608,0.384063339344052,-0.931615818025413,0.0485344936538829,-0.159256523923183,-0.0597517982194061,0.100462752906534,-0.0830855848595859,-1.31532387786891 -8.42657749745383,-1.10554389683333,0.866600565446599,-0.337361877188048,1.30188654008629,0.0604356814218136,0.891205130940067,0.597837313001909,1.72390045319678,-1.35450299485549,0.549145930611383,-0.169703827084186,1.90266844547625,0.141693658584147,1.60501446578786,0.163220681386221,2.34157520153614,-0.601216288839759,0.832934171873107,1.22826238149988,-2.14375369369318 -3.66159796473338,0.177198675638348,0.178556167629649,0.544867292158599,-0.0721171310058823,-1.74393858047768,-1.62607138717846,0.440764610409688,0.84798391607412,-0.3589292895994,0.933291483583291,1.6242134051491,-1.07831282416817,-0.128097777344336,0.458865849377531,-1.56764215435101,-0.114384558728032,0.70232379803074,1.46708469370923,2.63799109925374,-0.401208274247342 --1.1261127357163,2.03191333156703,0.183018813279407,0.535386198628265,1.27825724217661,-0.736236466794658,-1.05619854278526,1.07926223678642,-0.712925421081391,0.518680653341523,0.627845636942187,-0.329886075081926,-0.646098489360451,0.538162306947145,-1.41768496441823,-1.51823921460255,-0.73445804832519,1.5966115340339,-0.84729313703214,-0.617627706467551,-0.628013310007228 -3.25582279599574,1.40906126047474,-0.777774097139125,-0.234940817194993,0.140151380354902,-0.572096949024996,0.84314000743163,1.8172597981065,-0.552049368274699,2.10530940584534,-0.179723197489427,0.403441741950332,-1.63661494584142,0.590733305920072,0.741969437241109,-0.613559779616544,0.0178125232069261,-0.277361309162081,-0.638729137939916,0.476172514774286,0.246802126715605 --6.36936402762231,0.949793139305257,-1.48807886173755,0.130538870844721,-1.06499708801047,-0.570127472273569,0.491180768161307,-1.70438928838296,-1.03063691853951,-0.0250821989017365,0.897069674126404,0.00853772369743863,-0.109719140666463,-0.461154751932392,-0.819401585295413,-0.204833637103835,0.75119064490605,0.42516196266104,-1.72139915604993,-0.935869303855597,0.479701440166175 -0.791085842112371,0.209709303183808,0.786790567406803,0.198555422077901,0.121670763067655,-0.170616901885084,-0.824582509463981,1.25212025480974,-2.18663307882847,-0.337852850798287,1.61903150128743,0.265659149995592,-0.251671892694264,0.162269450426684,-0.479452598444187,0.578150478980944,1.66743061499535,-1.34041944225193,0.683461375030219,0.0826649639044185,-1.01897993509481 --3.79371630910075,1.22315678618753,-1.05564728988427,-0.231590980430927,-0.439270756835427,-0.339765151369615,0.673632454250215,-0.989965645851445,-0.46838303083127,-0.594559880608162,-0.144228030564675,-1.55520544404558,1.18184458043946,0.628040350615804,-0.421017916195944,-0.109713376780162,-0.832003764901182,-0.183851888416648,0.128643753322952,-0.0985134293454162,-0.14954067224464 -2.26494796626187,1.08705296268649,1.60878472890498,-1.01721498414757,-0.33521982770255,0.447946724087477,0.545463396285442,-1.38597242682337,-1.95494813912517,-1.2455856624905,1.19177637439257,0.0104521853189522,0.412590469652045,0.43455251667049,-1.23224656671573,1.86559412025222,-0.333478476468732,0.138278338608103,0.981067755255022,0.316183733146733,-0.362109288133999 -0.466298614460756,-0.193491155814907,0.330254713441117,1.26115321949113,-0.839210928568443,-1.01209002872693,-0.520961290774562,-0.291099256767591,0.303519252162793,0.75184964322606,-0.146796420300589,-2.46931789856177,0.549001141322424,-0.940990152648904,0.896735042934404,0.334185987931927,0.696583212672833,1.17630343629843,0.771938771060276,0.119005980079095,0.682234148139546 -2.94873479658723,-0.795500112368818,1.0836603530539,-0.42746971307596,1.18746338936597,2.10266881015209,-1.87173062452644,-0.457018186221553,-1.00527362564888,1.3631504922673,-0.827509608442414,1.02808032933161,-0.650432544676289,0.440799589480638,1.17312982373232,-0.245993231818058,0.420264778028338,-0.318784735908387,-0.792722693540511,0.982215672237689,0.143246727823178 --6.03476065907025,-0.289757356258683,-1.46221699088613,0.563114646903336,1.21906581037298,-0.497885747769377,1.38632859131933,-1.00204959537253,-0.122272993661546,-0.534901400035567,-0.0594057901492432,-1.75165366052629,-0.775468599378021,-0.0325886975094553,-0.218395031424508,-0.413033837027154,-0.909266077706299,-0.0421465650672204,0.691895091364153,0.642952097163048,-1.58512123995103 --2.84061204316791,-1.43605034570269,0.167079855156733,-1.01787078745706,-1.19167188163638,-1.30852262447699,-1.28507707688638,0.386268964445022,0.0319643324035362,-2.24263094688631,0.309094444424319,-0.0558082484109352,1.02717883896995,0.76000790674664,-1.17663192017469,1.83206337527452,1.43155736442171,1.42942628535568,0.554273871179999,0.660493448660388,-1.16917572266502 -0.8511783037012,0.877356249000453,-0.917457704516355,0.250782056353796,1.08123037650729,-0.00363872961668228,-0.562522228784272,-1.02598683269889,-0.365435642286335,0.370263374357322,0.222356740389086,0.325320264232792,0.89673680608322,0.172423437498236,-0.0649784859949052,-0.76942979457378,1.63222290001937,0.559178652877035,0.214518149035707,-0.750035908280517,-1.50961997107748 -1.09430725684538,-0.1052148043996,-2.69176718967558,1.58886271083126,-0.31614613742712,-0.587257617107849,0.702525760370481,1.24481131013469,0.449760366820067,2.64138051073591,-1.47368993287012,1.07197330770607,0.611767638882103,-0.80314048074475,-0.195195802089729,-0.177977119513379,0.00977855605861937,0.184316545370769,-0.592722526938886,-0.647990615490189,0.390692856284698 --9.10783254720488,-2.33468384360572,-1.7400307697346,0.0236480546477119,1.17478745454091,0.441457535484977,-2.53764486653383,0.199531223613657,-0.222668126636222,0.00506573108856923,0.590396703594126,-1.85858709285166,-1.99942283558429,-0.150981944173773,-0.32382028471763,-1.0892434680095,0.95605929105145,-0.248952227334038,0.623909260630128,0.387604800493185,1.05005783244039 --6.69360208420484,-1.09706520039174,1.46234362005811,-2.53465987075879,-0.777993231369851,0.168168405102345,1.07596491274849,0.88177283352598,-1.12483397776536,-0.066952447419091,-0.130427948483197,1.62090612318479,-0.421581647506927,1.01782301108344,-1.55500256232063,-1.36315712541419,-0.649573286883864,-0.83995566707231,0.028598336686412,-0.290891737930801,-0.678229996663466 -0.874590609352348,0.386193434256944,0.482927490170173,2.06902135324869,-0.079670136889004,-0.709789227457444,-0.908181147225454,-0.728938279798727,0.503747461772073,-3.00715327692614,0.371516630603039,-1.28220681373335,0.698895620290127,1.318536205257,-0.105337477704682,0.00644177402286225,1.39620691033333,0.384058256263686,0.828494856219127,1.20028415570653,-1.18354403208246 -1.71095765723567,1.02091914912631,-0.620996068577777,1.30989650055976,-2.3739587464125,-0.181651523066819,0.249355538393407,-0.321445534798207,1.50083929038127,-0.347870190550587,1.45160309179667,0.731096152462628,2.44537028883056,2.10893196390583,-1.14607513071877,-0.638907647395385,-0.364478569397545,0.0970147211369968,-1.25609821521738,0.366276455081362,-2.15017249019272 --3.81315171605106,0.375168197707092,-0.315283201800459,-2.02397284692231,1.35887463343721,-1.29289900902537,0.112061395463344,0.477506808897232,0.451616438703819,-0.827039600047865,0.575095451283619,0.417572982048508,-0.0851719858619019,1.03694741793322,0.711645367030757,-2.98923347681261,1.09872732240581,-0.0883130151703668,-0.907294637209578,-1.50646736035417,-0.149424732117124 --6.29638149706119,-1.14089496717134,-1.15126887978108,-1.34382628528063,0.562292902164561,1.1713963427072,0.955903428787236,-0.536334142575426,0.823089984447905,-0.3653631885296,-0.133190937776117,0.257254381394255,0.346910112710035,0.0672236634127843,-0.896947097656075,-1.60296016804359,-1.12828363388722,0.137908925592179,0.396813982084228,-0.621541694008588,0.465316193699957 --1.71139867953387,-0.75169845910729,-1.24211111208161,-0.813572689775075,0.266088439405697,0.336651216706604,-0.119204618525248,0.933485558575787,0.0844747149713928,0.362253027238253,-1.24289570082918,0.44922652956261,0.635524821645468,0.762010013232263,0.141585110646443,0.969434361207664,-0.88976003131771,-0.633580277796452,0.084594979653684,-0.817236196874844,-0.944898584645291 -7.31302894773801,3.06452389269812,0.404134500621056,1.42368808306588,0.710653787413357,-0.103883922579235,-0.338447069882214,-1.00133422231234,1.00722258397199,-0.956854271739286,-1.92094102732388,0.355141392210281,0.718633838261187,1.01386941854899,-1.48742747412351,0.576468789412883,0.406901668687476,0.155397078514791,-0.260601759394032,1.62450908378058,1.26935222526148 -0.782540874626429,1.4368046454751,-1.15602162046539,-0.18221557662231,-1.6158298832848,-1.24254690264849,-0.0691953263711276,-0.670738958541984,-1.307730164583,1.98515192407384,1.29016839174084,-0.0302000867968933,1.51173754992167,-0.517807189418681,-1.2007737091971,-0.61814001311934,1.09788376617085,1.03201270571574,0.587925171570754,-0.508341140698758,0.375666454471223 -0.435218463206008,0.322555414381295,0.584859587636781,-0.454506597295073,-0.47524373508029,-1.31469625430959,1.40399282030292,2.20030559111508,-1.52803298453696,0.648362556409589,2.82414179678049,-0.362511339399487,-1.58390354539846,-0.221396725391023,-1.18883776087082,0.370549093494245,-0.975992163847545,-0.628323649418864,-0.886850693080605,0.982856278146451,1.15841509868805 --4.61211453400609,-0.107484885158757,-1.63099901385767,-0.844651845355991,-0.722649459861952,-0.207073684513491,0.0698389204800913,0.156937661361417,-0.85444112322049,0.477239613700122,0.858576947103959,0.392291709256072,-1.78778282104461,-0.491603495274854,-0.315501290966501,-2.10657216684892,0.769293351386911,-0.0320852686365798,0.474301322793916,0.934185517895696,-0.466552358898071 -2.28007711453369,-0.0515328369491433,0.926335119687439,0.45206920584419,2.0199505171448,1.20250055299777,-0.634054632575701,-0.755362795376311,-1.00807503490693,-0.0708563893050147,-0.0115190472727559,0.733331115301619,-0.0400397633626236,0.880840745351518,-0.719633273073928,-0.00241378601729814,0.0371008061662216,1.37495368799924,-1.28379753912019,0.261539999620069,-0.57683840127817 -2.89705480292822,0.789774089318715,0.644691178858133,-0.0245270340933523,0.500786640326765,0.358605866798707,-1.91354569617159,-0.384210955288357,1.5202771291242,0.028527345573693,0.910091135249703,0.467872596172975,-0.283947317943097,-1.17594916148223,1.20042520069969,-1.19404047091326,-0.276577268638206,-0.562325872054501,2.35681923790731,-1.68890598275699,0.526700158863586 --6.188912914648,-0.217905542415339,0.279121297669599,-0.970659048885119,-0.4661631004066,0.226028763472009,-0.124026741690031,-0.298791883944605,-0.514180058630542,0.545491801509062,1.38244412483074,0.526878960702498,-0.28310567863176,-0.294084654651341,-2.31682171174532,0.205875705569939,-0.325388240689827,-2.04210868965753,-0.579767779343551,0.332187915247858,-0.638000318490125 --5.26267369534307,-0.54450237838447,-1.85436874359001,0.204197949975829,-1.22366611811209,0.0057029708270897,0.0391193032984797,0.470395896826918,-1.19426719075105,0.527809437034134,1.27199029100254,0.887136339093807,-1.2976258893458,1.16368250238911,0.413534037191972,1.24939145827238,-3.05308848343376,-1.90505310955715,0.9344449835715,-0.351313861639355,0.266373573926826 -0.23590077779684,-0.274580325621438,1.33450027986235,-1.6429950944318,-1.07917906992219,-0.100037400309999,0.363902101387736,-0.518694045341396,-0.53972684624228,-0.54769414518245,0.499576074676094,-1.08255412782069,2.4096122440077,-0.338485565095311,-0.922479856170222,1.94672489820311,0.0488248537634308,0.448569255092165,-0.776219397074976,0.674019842872437,0.285293489185231 --3.16588969964279,0.0276239006189358,0.989956631479595,0.418962468975469,0.656286330817677,-0.124795353887338,0.983075093089164,-1.33145934019317,-1.15141742844799,-0.387216972209474,-1.25431149453801,0.677057041728808,0.204336172354108,-0.900280816289461,0.868104375190297,-0.898181445648015,0.384095796394834,-0.554593648974697,-1.88291032882265,-1.03667772065352,1.02530104270532 -1.85253308513905,0.96967721750677,-0.739343434808179,-0.831243400854871,-0.713201950895216,0.717287137198915,-0.608701842699789,-1.24766784812779,1.00590699229735,0.420169916270866,-0.137764271691617,0.951526952323726,-0.697495629204266,-0.0601468220216241,0.663767755363354,-1.15704844692555,1.40142687283278,-0.96171842379083,0.884373920298888,-0.971753599527616,1.5093243062676 --13.7509944840865,-2.19940649400494,0.482875638885802,-0.0715101508694714,-1.86606942604684,1.42698970209522,-1.72994984989174,-1.27927014596146,-0.378035624635773,0.846092721286576,-1.31063430642337,-2.0298691762896,-1.95166778243254,-2.35263839495978,1.22546804585237,-0.942363870583186,-1.95233688887179,0.0422311984033104,1.61540729165783,-0.0872490169904691,-1.30827552883707 -0.470233943668826,1.94809379777504,0.48030546290992,0.407852093228218,-0.231850316825409,0.671907533232176,-0.820509256223714,0.551925107254542,-0.746470967364174,-0.610034280638157,0.984903320921882,-0.211462320368604,0.490393184939593,-1.35359335472732,1.08787715224823,-1.54393979305327,-0.560053775801524,1.63779536381413,0.19267132244252,-0.631758273882181,-0.884213395080038 -1.89767614048122,0.179853218723136,-0.357449741643888,0.28744813708358,2.15300673811812,0.187407836369303,-1.43664914879281,2.15106355394977,0.0345638717631256,-0.229516540014665,0.652464228919489,0.656316304037906,-1.3881222566213,-0.504149679398285,-0.901312690892161,1.79081846193931,0.290631682678981,0.889460967424046,0.422213890298411,-1.52994096901222,-1.2028514208019 -2.01464799755663,0.415056763273738,2.04735411957996,0.393801192136636,0.848541349259212,0.470140315321835,1.54563376303039,0.544863794298462,-0.549403357797215,0.714011681191828,2.22392241194893,-1.66680958015131,-1.01486925408272,0.100833915287357,0.773356547677484,-1.28946153503626,0.477315270662761,-1.32369842442385,0.994036303424019,-0.314419529158344,-2.80251299837346 --4.98167684517596,0.6468405034362,-2.37011346594861,0.70064809568565,-0.0599728921883457,-0.628742735629733,0.16157947778466,0.823588355809008,-0.939926392331403,-0.259365031234521,-0.83751241778399,-0.449774431230357,0.0201458732728276,-0.152848507144274,-0.950750498479385,0.164338106654906,-0.960129394177481,0.144513186021173,-0.288051606992527,-0.226627907199206,0.225904821935017 -0.694607872351669,-0.653999984451041,0.158990901670877,1.68950502790697,1.57074842393856,0.715910543008347,-1.41555377123524,-1.26561985747661,0.397317727055244,0.276918772871052,-0.875208130335315,0.1998161759619,1.01626784783386,-2.06518197735963,-1.27042202228361,2.64721971608102,0.687668092165353,-1.39397251745867,-0.902656854025068,0.858543713784022,0.757924730995693 -0.787704172190443,-1.11994946630856,0.658383216202812,0.151883214243853,-0.535350229490666,-1.63005834215943,0.223216513173555,0.103997798038396,0.409220924680406,0.337589250729758,-1.42076979513097,0.628836200221101,0.186960684792806,-0.449201940521618,-0.899291930151583,1.54209667583584,-0.505012783520593,-0.490065951277317,0.505409793077228,2.44276048102158,1.3968048682876 -3.79116832577558,-1.00474525673975,-1.4181416378563,1.93006983817504,0.294392949185956,-0.139626148045319,-0.0226062609822167,-0.431828756694154,-0.207936018489102,-1.01881734079027,-0.344921977784465,2.4541999032536,-1.25242984368928,0.0100135287397826,0.0885430463336815,-0.625380166702888,-0.334248842278891,1.299588801131,1.33343030835162,0.853119619162415,2.23546614396561 --1.16349043042729,0.566768541335376,-0.579210765226142,-1.0469215187373,0.74371240358754,-0.0287198121158517,1.11266348438494,-0.750386038030403,-0.961132051665181,0.185957206817031,-0.425178163078377,-0.622680389179985,-1.0688916908116,1.3745648058878,0.110298219855323,-1.44454517066906,-0.583948496437165,0.099980787588581,0.0344787202128193,0.859068097001602,0.0873265481984422 -1.46341516982207,0.634128069488183,-0.488175416804286,0.486319753534944,-0.51307048249741,-0.632239604677961,-0.959381980139573,0.187928688731534,-1.12423890431811,0.487506542938802,0.545471721046328,0.300493798675924,0.781394359287664,0.611336372167998,-1.11239696273475,0.759310218108649,0.608693119619513,-0.495263506227917,-0.99364804381708,0.52103048814373,0.257491230890594 --4.90095076550356,-1.21003595854585,-0.846509539572481,-0.681905851932538,-1.11844274981764,0.264878802262494,-0.143189833302033,-3.45578948914879,0.00926411423442142,-0.0795844608610661,-0.758693170216492,-0.664312598023634,0.141676566026881,0.846129382912932,0.489992263421081,0.436729237266698,-0.088275271339243,-0.0410421851595917,-0.129625630023732,0.454068492154709,2.11878649984562 -1.71846721608238,-0.0929224164607256,-0.199164821903142,0.198090297131514,-0.564786922041357,0.114200654427125,1.62049505163788,-0.680195107761861,0.341720755059787,1.85075457358662,0.79699257135157,-0.896143773906885,-0.0532134866156285,-0.000139097201545471,-0.775210090609756,-0.549349481391988,0.88484129561469,-1.84590365875428,-0.259918211186281,-0.202776724879192,1.56064247649752 -0.160535887038077,-1.47840907762989,-1.08668446883326,0.658923453153481,0.341229201967327,0.178072385725439,-1.23570146220772,0.717815211198263,2.46607382759111,0.991737428668839,-2.1374642602521,0.800311896019634,-0.317734572690155,-0.425555233097697,1.56805701745353,-0.645480721670879,0.47172173153923,-1.05994382305111,0.154500299001475,-2.01323288912972,-0.544660165171142 --1.10153054555531,0.387880668227378,-0.921236958265308,-0.275421164945868,2.44981063228519,-0.201679321535446,0.429378855112203,-1.21134763352617,1.37776357630612,-1.13858218812134,-0.0661444284963542,0.652585232584673,-0.591699565226822,1.54618815104829,0.136809662710015,1.32064660902248,-0.822137220187026,-1.06690640188344,-0.0713366608211739,-0.936724576580001,-1.04931431451121 --1.39205775624591,-0.51062547037756,0.280700564735818,-0.594010304294123,1.91391226640125,-1.45462737524867,0.854702778192727,0.226323799856678,1.00672076990591,-2.53757690303674,-0.861522239700958,-1.02759878747677,0.319774350510226,0.697695287514282,-0.589221158671086,-1.08673385269381,1.07076349972887,-1.47457109944551,0.876326065898306,0.418467695180814,-0.212081018505511 -4.67676441383666,-0.802804424764546,-0.210628213679696,-2.06801750984321,-0.43968290757823,-0.854545119616816,0.655826157271637,-0.784793231534947,0.458348274252106,0.124202521874186,-0.730286836335569,1.77657525459039,0.797358035493865,2.94224234087782,-0.236786862639749,0.00707099874539552,-0.413723933657014,0.664505923483599,-0.294395774336028,2.27172890045515,0.645506219107184 -0.696250283664001,0.276300724842247,0.763603963822919,-0.702454853833766,0.620730365342198,-0.329496644284087,-0.136228927364607,-0.0473435733690153,-1.12805717852043,0.715307590266712,-0.0637271198243877,1.16121049585707,0.357211825704535,0.360805233756633,-1.54273424104914,1.79255224507965,-0.165845298325605,-1.19391968497568,0.720485203229086,-1.12525368025925,-1.03229642637878 -2.02447062618674,1.13685858582264,-0.463330405687263,-0.261140289695348,-0.127332108460533,0.212560933437589,0.168382264941328,0.38408409249085,0.0453417509398917,1.04096117310698,1.10053607913448,-1.14241343985705,1.3094088920257,-0.080381514874964,-0.737338028797149,0.806056569396441,-1.09116896712631,-1.63566860829028,0.625032004626912,0.0614779689755595,0.214626810947528 -4.13966617757657,-1.6908281067394,0.650964785789279,0.41557448580756,1.25566520148888,-0.366244723448729,0.649159993304163,0.457183509038282,-1.27675144137484,0.545650925692817,-0.132911149497736,-0.47573463271678,1.5865404265557,0.142374896956539,-1.00481915460255,-0.246249944538658,1.71673343961838,1.10252730511302,-0.588630816052304,0.0823137841520984,0.924283224077808 -9.30041777859365,-0.50346760898439,1.41874637705506,1.48446479371476,0.753270038251178,0.561600658641236,-1.71370656451514,0.438948214547341,-0.0452848069226516,1.0651770478449,1.2145916306769,-0.629793988562477,0.592804384663741,0.653772804571484,0.344216687613224,-0.428054516519571,-0.252287897034674,1.21070167523075,2.42934416350135,-1.25798761768119,1.80001691079622 -5.98467968802044,1.92173533432537,-0.238103808587142,-1.47348464241822,-0.380427307300921,-0.680011551376083,2.22406060890988,1.09801312355017,-1.16981332613639,0.475246436303619,-1.16356979873703,0.169707331709628,1.31023359659348,1.78839241334473,-0.383315962945799,-0.487186464441466,1.57920574948473,2.08079322036706,-1.48725215334919,-0.18670017912329,0.81001586690293 -1.56355627977971,0.566044707015607,0.120251773229611,0.814488305629377,-0.663461638617249,-0.032048010746833,-0.531892370858141,0.606100590019039,-0.254210531256888,1.16976474229509,-1.52587900394035,-0.0214727840004576,-0.337896734039485,1.05919240839362,0.157544471280263,0.717784905228247,-0.34193344674483,-0.942747906692181,-0.186558623735594,-1.04084852972916,1.78813499955254 -3.30322027183424,2.61880935400792,-0.641785444211562,1.71445514655188,0.0664232572178749,-0.449794848486492,1.62922843990753,0.346824927128714,0.581899569482307,-2.02510664045045,-0.614971944449849,-0.25754482440101,-0.797339228625422,0.520673489576849,0.0895828487827824,0.545209327366566,-0.553004803222661,-0.139943140558804,0.701348818564385,-0.699407280597411,0.0932923708623358 -7.01699028029079,-1.39918077953546,-0.528029243472183,-0.446987998527303,-1.38395168181775,0.937571901834434,1.04518302309206,1.12277872923206,-0.431676422085415,2.26587284953377,-0.317709720933843,0.597709425466161,0.362703998192944,-0.738092139984533,0.79088954714847,0.340743825024528,-0.157590252084751,-1.14976730181112,1.34727504662784,1.82999905177639,2.30580024584239 -3.45692967824527,0.154037074267717,0.549674089896252,-0.740162229446969,0.46056645558464,0.193225425366986,1.37236848141904,0.79346459171949,0.739022214264256,0.151357369538202,-0.752037188830644,-0.361344174771587,0.957928973067432,-0.375891075593441,-0.00461666412554045,-0.13923445818629,0.305424291670788,-0.743470803273021,-1.16954869373858,0.755518167299861,0.366076085605565 --2.9412137486859,-0.913435834038521,-0.720485475200654,0.217243935851249,-1.17436466589349,1.27575277868972,-0.666883464708545,2.79495843798973,-1.22658342932953,0.918088591536108,-0.89895656166701,-1.36699370079699,-0.537410950398382,-0.732821798428316,-0.991004379364677,-0.495353355134173,0.480449626463267,-1.22525567851388,1.42401161951708,-1.11883043303816,2.108350296142 -6.60267154788187,1.19100497193514,-0.78715319552312,-1.48389692198043,1.82668322094786,0.874587289503249,0.231674618836863,-0.170861259929284,0.428872967109868,-2.7381592509516,-1.23721294301682,0.841210454103923,1.28908904334316,0.984009107210871,-0.507171179592694,0.0768825925400893,1.83077370971175,2.18355218887875,-0.895753605018617,0.846421388931598,1.81533305514293 -3.59613725766285,1.33709739029276,0.841670013968197,0.755510900284647,-0.677551924538901,-1.2999703180641,0.22765072751899,2.04479142243771,1.04204440676495,-0.966187871546487,1.72026757626509,1.30175467160892,-1.40258265791427,0.410452806598208,-0.262776727006354,0.0051355556092572,0.635792755222196,-0.867710798057794,1.59202085499891,-1.20804440142096,-1.32592486927155 --6.3677245705001,0.460433295944324,1.36853114201607,0.596964322962537,0.810637186851655,-2.1125066757774,-2.14793778660146,0.844362629194446,-0.0382121907630745,0.814549285807802,-0.659646158382668,-0.681677494855587,-1.25561808890819,-1.32931409753449,0.620515813728631,-1.32850538524121,-0.530091196264643,-2.1642982409473,0.426293485160383,-1.65397533166975,0.701478162333654 -6.63007889316933,1.67752759544385,-0.097815798278761,1.70107776301867,-1.00414726193175,0.38151925933309,0.80530466278452,0.377359345340967,-0.360034097190473,-0.83620562740419,0.219310342960721,-0.662197191353766,0.249622764908088,-0.0286915261773788,-0.629919271835589,1.10540394530629,2.55021664604561,-0.140182446377532,0.381432126298663,-0.742015510910675,0.97208707735887 --3.72631038075858,0.966911970423772,-0.466536408020039,-0.962033154337465,-0.368682208382047,0.0911151126537949,0.0341982936173139,-1.06330548658991,0.772037929660182,-0.688416613537355,-1.71181840732554,-0.152813187123016,0.610977116449441,0.15777857825681,0.413665098787446,-0.790955570048398,-0.542045175356992,-0.409031042785206,1.32928258071882,-0.88837631763044,0.223606762322512 --1.20913902199936,-1.44264795049801,0.545911870658315,0.00158459050689613,0.583937882240166,-0.541958655212209,-0.451834432215779,0.250737146102387,-0.734408159306134,-0.446545207816787,-1.27849182945445,0.880225560945021,0.981275151335286,1.66811893028715,-0.249451076536734,-0.126007629062101,-1.5347039489197,-0.72881858822714,0.778313319454208,-0.135541666661008,1.6538394159181 -1.41242529599492,-0.264151584691052,1.24994351785035,0.140690679271759,-0.961618207656725,0.104695848528539,2.09195941944788,0.0811950309039964,2.74917824648886,-0.528528756380021,-0.100819284962609,2.07470948133858,1.16627821513246,-0.642976947788386,-0.387031151531366,-2.01296245836525,-1.24532164381501,-0.946705044158639,-0.728440958328177,0.56127509611089,-0.233269307041602 -5.33524208531632,1.02351919565167,-1.09579508038511,0.494860075766879,0.75359874898456,0.746418339069617,-0.817925017380755,0.0437500853944965,0.474273819520764,-1.9262129407446,-0.0755698185794031,0.992502534180905,0.0719703920124942,1.10313566230151,1.02667358695844,0.336678098054094,0.839891515218185,-1.06197386282659,0.355363326287778,1.08683671272151,1.20630935150691 --5.54613296278786,-2.30154197873356,-0.79106526283847,0.0139094936958949,-0.79423476551783,-1.76759387440134,0.385543844066709,-0.992809476381046,-0.0752247971172362,0.334150950574856,0.222231400295405,1.24460493890517,-0.877326365385411,-0.240823805392259,1.44864834563223,-0.272258526739143,-0.280395270432581,-0.429989412588448,0.53768534243814,-0.0523039092275015,0.305433996771834 -1.42308863817652,0.322204240776174,0.733630113780982,-0.483225538755476,-0.458822377912202,-0.39393628965077,-0.843372946240159,-0.00708625600367257,0.540312847838409,0.87680685309765,0.172476696530479,0.537953493862605,-0.501299256498961,-1.69374508444331,-0.93846650258563,1.32593325688686,1.81743896758136,-0.99581782539704,0.526772511806286,-0.0507445075575198,0.289360745460124 -4.77455066585028,-0.43795407066817,-2.27589977507855,1.94461565573897,0.180972926679766,0.874542519644531,0.957150418462095,-1.29883812800718,1.84005407177054,-2.00627352908881,0.21560084063618,-0.531775975503125,1.57091853973268,0.75246966754108,0.262191093244261,-0.532698236613523,-0.00649193300728984,0.381250996342773,0.766460228507437,0.728107041162213,1.03143515124356 -1.07153484281048,-0.423212448160073,-1.8981868304936,-0.0670497932658849,0.697487916588687,0.614631134773955,-0.797165194125459,-0.560250996029071,2.04288828893149,-0.42922643337866,1.29089256272187,0.153824312877699,0.652090127433946,-0.473381878394354,0.0663781205321852,-1.11659584760194,1.69840560649954,0.660645608253305,-1.45592975226693,-0.457425000632451,0.810878603789273 -1.28083917956372,-1.10879262262723,-0.407731537015108,-0.788623152725447,-0.118297227799383,-1.53266071348089,0.703464413150432,1.90304078908247,-1.12076185938854,0.100175723293773,0.325909064044193,-0.0141061047710084,3.34570350562162,-0.271086779390484,-0.400065846870861,0.427676039866161,0.502836113410899,1.19292992575436,-0.378163021857792,-1.12693590679896,0.349497771185542 --7.41998540618194,0.369019190331962,0.494072204664986,-0.476150091412747,-0.23714901490226,1.01192002403655,-0.18707416813543,0.776550340536737,-0.76490629613729,-0.250546647287942,-2.13827578798091,-0.40290822661512,-2.7326864811011,-0.226295324080494,0.322201523132863,0.175309611863952,-0.529933516789008,-2.68727116423304,-0.0334246287553604,-0.751737986728722,0.300401209467234 -2.26106080265746,0.272114317488526,-0.589607096632701,0.10406290038081,-0.0631784343859208,0.70957416379284,-2.0189073065661,1.44068318286635,-0.422661387623317,-0.830688135023515,-0.0191862684617932,-2.39649364040307,0.591862796527037,1.35009377933915,0.559587415523091,0.688763738904874,0.285429350829421,0.759759163672944,-0.0927364715702763,0.736475451947058,1.11414194249019 -8.36971558466003,0.589900021075311,-0.155903476128753,0.77273323380109,-0.496284648629674,0.395968853948187,-1.28050543567491,3.36438999881852,-0.20515199746945,0.821434681769765,0.714323638166206,0.947459402050768,1.48851089789402,0.834028775058424,-0.174385797936247,-0.738089287152622,-0.179796406469437,0.616903960332948,0.419912128531317,-1.72951515481785,2.10201471747164 --1.02846963759262,0.37198763387555,-0.891731917353251,-0.26102331927277,0.557678739725541,-1.52739952862181,-0.49393799610333,2.19441660610716,-0.439929434289431,-0.270345067436286,0.367678599744456,2.26555284761444,-0.728904067029627,-1.50003312333257,0.319898987293197,0.224536625947698,-1.85054473536007,-0.789692514692797,-0.0945874320181952,-0.619860374786903,0.607993138168397 -1.59012309488691,0.445974498417473,0.370552580951653,0.00153804053800212,0.797616601019629,1.02894346526257,-0.196311924604974,-0.422752442955114,-1.09079484240472,1.64155064569832,-0.479111337783762,0.362114958569644,1.83146553846175,-0.689306539174023,0.306227303182494,-2.60638794060451,2.54956662005987,-1.3905520624014,-0.767410334294096,-0.476549505790484,-0.137544777663372 -4.97594507741722,0.52684843962461,1.54715761789402,0.00250520567062324,1.53679412499891,1.13040943682321,-0.0733713036385539,1.98400765842204,2.19533109127348,-0.378918726268782,-0.627579314327126,-0.288878980408936,-0.264233029971441,1.27321353895964,-0.655984977408813,-0.397397394488734,0.597079337496798,-1.13373289839063,-0.0362492894855372,-0.131786864918676,-1.07835164736283 --1.84317535829616,-0.64806755804916,0.00991831711031101,-1.16785266259393,-0.0134785858351182,-0.633621021184096,0.565189608401839,0.103342653673106,-0.347827902094915,-0.94520551292157,-0.308121840506539,0.624436961166243,-0.648720736246743,-0.959349818122844,-0.243241660823032,0.0578665267540134,-2.0658754513018,0.93215773988069,0.365136593234269,1.67944608494906,0.540930443967411 --4.68244877112066,1.02183706837274,0.21946566604637,-0.182697978656151,-0.117291399160356,-1.46943610665027,0.316510990531057,-1.78136419773654,-1.1505400215445,1.15143618088178,-0.419310831418938,-0.509656285304752,-0.747566850370031,-0.851394235531935,-0.769807259419778,-0.532505198989748,-0.296330993421555,1.32590749879134,-1.89860196612173,1.4666600186333,1.30407876077409 -4.74349825068022,1.09423028568049,0.538621849946955,0.427716225835293,1.79370795050517,0.0765575934857752,2.01658614908395,1.51120924755524,-0.420716252618736,0.593008089118914,-0.131263524675618,0.242429319335014,-1.29469697575133,-1.11580354792439,1.31416640547134,-0.228680940122182,0.261623879708854,-0.681993133213149,1.01298905021235,-0.207461769709489,-2.1047344194007 --3.05921907435496,0.077305982511206,0.712853858218945,-0.7052439976332,-0.153173690583735,0.220486988094411,-0.186718563046259,-1.17597711157759,-2.47757062749277,-0.334992932664551,-1.84544209637655,-0.724741597229822,-0.561844605773442,-0.333773533499673,0.333549987597378,3.53159454544758,0.229062242136007,0.579101187158799,-0.231594065029197,0.292997623215564,0.0578961256295141 -1.61242533558169,-0.274638208402021,2.20606310097224,-0.764031043679123,-1.97174422602688,-0.522275841184251,-0.0470349435333085,0.829424882379747,-0.553602195507757,1.27741824455607,0.356888366685096,-0.00770781305651265,0.0398884295016683,-0.764981448024168,-1.14694319865667,0.83217974126201,-0.624385190598393,1.31848059614333,-0.671480427289214,-0.316585641172577,1.35749111529603 -7.94714721099438,0.0752714442546746,-1.51323910857948,-0.0651454203096324,0.000901567204923174,1.48341556869918,1.24679002313894,0.976533160710953,0.223500555345069,0.663247005580192,0.508850560282979,0.202361772675796,0.414174725074996,1.12646464486396,1.68010486077176,1.27226405406544,1.27212995121481,-0.321038920973071,-0.1010980846319,-0.799981844370398,0.609225281042053 --2.79201266611325,0.970519129769692,0.100073326778522,-3.38558017788066,-0.328983881878051,-1.61375132642045,0.14569830866044,1.72708064555055,-0.867937578113035,0.837360998970349,-0.934868191546661,0.497258550588744,0.868447018293431,0.641069220318355,0.0873554634412732,-0.694693295215618,-0.0534850945503677,-1.09705796902321,1.09658328990821,0.715149970591304,-1.82028172611419 -5.91894637037025,-0.521323523184934,2.00199143854431,0.480812936176755,-0.737258663230822,-0.879243313139894,-1.00172883205279,0.959625698224981,-0.356220313905376,0.442695125516102,0.888398490013982,0.639759614883316,2.3011829685578,-0.0583160940602713,-0.853034691733699,1.46105842110445,-0.616557227911947,0.607855382972204,0.153940719294305,1.9822787301139,-0.0840389461063519 --0.93678122547142,0.833331308362038,-0.539021561007142,1.24480868762105,0.428078553395075,0.108013201236826,0.603844284061641,0.410502879186405,0.315611733850356,-1.27860383730313,-1.60612245808244,-1.84940580788623,0.469741867699992,-0.719185350432072,0.0179436298943173,0.664970606715736,1.13234334233311,1.61474833470312,-0.814750317156003,-2.29060798629095,0.321911883373986 -5.38296428373944,0.705247474940405,0.292794352518923,1.1615465180299,2.21125466195844,0.974237385594107,-0.196073707308218,0.873845729853163,-0.185146430540445,-1.21078138025871,-0.188196505085853,0.183721850677269,1.28247555085469,-0.1434007693808,1.78280742467375,-0.408922190238206,-0.86286638874144,-1.32680537076161,-0.417328032516183,-0.866114775695003,0.60922505366627 -6.07749555300732,-2.05450510036012,-0.0312427301146354,-0.649167519228116,0.400748271824901,1.75840995763451,2.52711481305523,-0.259444216760758,-0.251548390184316,1.48089426639895,1.13797973641175,-0.245163920623525,-0.0170301840311349,2.09650066478995,-1.35535554756318,-0.442842881460662,-0.537294448340927,0.0235689909318489,1.36106601150058,-0.236466337045569,2.54033389569461 -2.57000907256996,-0.684249440807115,-2.39878240665529,0.0371559134423463,-0.585347400306788,-0.120701151190837,-0.884436289910591,0.389022026593982,1.74089810212824,0.336378584828349,-0.791163743620176,0.55710098137465,-0.389536349061895,0.149608914444516,-0.402840907732032,2.15677709095482,-0.266604910874128,0.0183314114600647,1.56387107387791,0.834122833175229,0.576918831283713 -2.47449192902236,-1.2632377482435,1.63745876204527,-1.43894529890093,-0.71666829136336,-0.257352465558515,0.848225375319705,-0.569640651082631,0.564119111117211,0.194524697986088,0.728271992762669,0.401513137016653,0.427066589092705,1.0474570103738,0.204756356145211,2.43271132526355,-0.0329519228032401,-0.766547357298873,-2.38570408685151,0.488597985675248,-0.327358924265355 --5.33149565908274,1.15627784430579,-0.165343396473697,-0.369339012327041,-0.38692057100072,-1.93772262181021,-1.92637975906049,0.601137825812683,-0.0343382699919537,2.66403792710987,1.14044693900581,-1.40286215330126,-0.636147996997215,-0.243123222459459,0.341942206623632,-0.363951744529573,-0.647962594097902,-0.559859644262112,-2.31828621404024,-0.791766221700832,0.470073792218619 -4.09768241209677,-1.04818566127778,1.67555392330445,0.120208384273033,-0.919472224195972,-1.25725488905826,2.52902182632119,0.479065374238229,0.844517378268154,0.113101517890026,-0.285378860350377,-0.149401424789424,0.175134157487254,0.265195934280578,0.263556357385242,-0.520779514410603,1.25065278809987,0.847362040915464,0.0964660962487968,-0.00118600148159877,-1.4649110232213 --8.2312492600902,-0.425548811589155,-0.230878871081489,-0.370541759745223,-1.02179325391802,-0.509308880229781,-0.120525150507085,-0.817209133493375,-0.290323174360266,-0.372145490260062,1.38426779186934,-4.20518530105539,1.57265545785411,0.374168814325109,-0.165854935581225,-1.55111660235693,-1.51448781994985,-0.397869674835931,0.530727794381883,0.00143377572543805,-0.726739056734724 --2.30917197088794,-0.234873128142992,-0.0151873541718408,-1.71848751755289,-1.1859408503359,-1.1649948016855,0.13458847767486,0.972146445654462,-0.37392783015857,-1.55813711716845,0.518473972376336,0.462820841426962,1.51609138869296,-0.366514017800948,-0.350943329566912,-0.205887323759098,0.0237796140897321,1.22847548373378,-0.181130792387923,-0.902025859278207,0.622352560627305 -4.82265895516333,1.19028908800751,0.287681149339983,-0.243045873206878,1.2565222518113,-0.2260779886461,1.56633959178355,0.778901011508903,-1.2476065046023,1.41372605570605,0.67167278265425,-0.342437639555327,-0.456488136276839,0.444642720264015,-0.655701104602649,-0.464283323081266,-0.584133289859042,0.267870425188953,1.34242052094336,-0.853024083936653,0.506772745637597 -1.95579083236382,0.540713722714863,-0.224714071204762,0.254715527464161,1.69645211033049,0.863598836723318,0.0809134847820615,-1.92044016550162,2.33174129328317,-0.132918425804947,0.0714555013589112,0.524687071144064,-0.317238357414815,-0.389186122676609,-0.782733420308307,-1.24249083366352,1.12865352881192,0.90317014233305,-0.320798054169509,-0.988540712075471,-0.426163078284667 -8.13766855856076,-0.0892645085836935,-0.397013755652116,0.106920685936832,0.719859006783006,-0.0223557028486272,-0.303399189636868,-0.987373138298754,2.79907747089815,-0.376430225616743,0.111695387765407,-0.433910772323238,-0.00456633919275673,0.134423983819112,-0.655333498752318,0.024279363851948,0.832962095313054,0.988022550674537,0.624858593116589,1.24403615445649,1.63642520197159 -4.07785263038452,-0.712169251646416,1.8008688268478,1.2620946542192,-1.33768311283974,0.604235440114892,0.8978262964238,-0.617690323870913,1.43457293616258,0.692217889186732,-0.145836244977921,0.746551040795161,1.21095125129203,1.34260263775763,-1.09749382609276,0.101680063342632,-1.02364884519626,0.661544746444613,-0.590300757092135,-0.889373225451443,0.0428149703142744 -0.755738301787441,0.504211151987834,0.463902129293925,-1.11770233881351,-0.0418052959843606,-0.0303018556248935,1.84512475349325,-1.73360525387236,-1.86702284853502,0.769593191887603,0.867392864602903,1.10633310848394,-1.74127621993922,-0.128343254311186,1.14655809573136,-1.24502050909468,1.36543540957763,0.963333629325512,-0.179755736072692,-1.11874412899387,-0.769500857567167 -8.65100069124477,-0.106643065219636,-0.23075257068075,1.41431125508868,0.567405249597549,0.0103195073688216,-0.473878363486288,0.269892337912671,-0.846854277504842,1.9945099765819,-1.12050911792936,1.83253002255578,0.290927008635267,-0.510762093317022,1.68719887896187,1.44873324467282,0.0294433620155166,0.184239185412847,1.89432780826278,1.40306046495148,-0.245013812457033 --0.147678033456889,-2.58369319584055,0.953195392708883,0.169832300146281,1.00643442035848,1.35100722623574,0.922027279403185,1.35893848992272,0.45552321158544,-0.412778153368244,-1.39221281147299,1.96767061463691,-0.745643390929879,-1.57279151464054,-0.131140919688413,-1.17670976335751,0.365047106799742,0.314743864345887,0.166912380254678,-0.590979897708645,-0.262578585884254 -3.78546020022431,0.95219954630777,0.915026806965009,-1.19438591254653,-0.421864083587674,0.982196342192362,0.828918302890112,0.053267649751103,0.437270465631607,-0.236884042655578,0.337630355406372,-0.490384514640768,-1.4158064628545,0.320185990428116,0.2463031708812,-1.44508078112672,1.51518589557198,0.799897676489758,-0.443887970713102,1.5212580272529,-0.024744834475515 --7.26124597897514,0.474662612184572,0.0751246613408976,-0.244918322882794,-2.19910398061893,0.848841188077874,1.68322098106848,-0.386382814301361,-0.18448889471337,1.20382333221436,-1.01403117451079,-1.38195858403785,-0.438443654754359,-0.218020714197038,-2.19739610124773,-1.33430725161674,-0.412869708267344,1.33551764113371,-0.0332463604495173,-0.508549106376578,-0.743113690839145 --5.94812833135469,-0.442791771819826,-2.05054338023296,-0.194397848018292,-0.549560508738168,-1.39829033192808,-0.45113157366496,-1.71163186516259,0.858583632997046,-1.79005067615441,0.107807219332141,1.81596445945873,-0.465357561166453,0.227910507853014,-0.462585717004337,-0.254678089412086,1.6052450747878,-0.225106074415418,-0.0606848021963001,-1.7449390878122,0.858999502901866 -1.55517744136901,0.156760102551498,-0.476428523060799,-0.511357909562148,0.445276313921174,-1.44842868433297,0.523371979696466,0.618593502981063,-0.721493478653641,0.677400912047096,-0.932391842225348,1.08722627403877,-0.220403851146111,1.36536683069016,-0.463935375100354,1.54084687922463,0.160170278361449,-0.635614919545612,1.47032102292123,-1.4299691696154,0.742465269257517 --5.05905227583385,-0.748730192668277,-2.15354506929833,-0.355895013272502,-0.349033894665118,1.48470873376874,2.52804908168819,0.026048032998347,-0.448667804013152,1.12976045725242,-0.793888912060243,0.25489074646771,-0.378424805446937,-0.0879553238917474,0.305550598880711,-1.25615331420381,-0.293126730367658,0.190430441241547,-0.546493114085996,-0.228897038451424,-2.10345312498706 -2.61339087187883,2.02929463268147,-0.606378812944916,1.80664679844623,-0.987291189482666,-0.826465775500208,-0.978738741433452,-1.43570690507892,-1.04952598531685,-0.3966212328826,0.895733414708945,-0.0218753146977069,1.50229579834273,-0.695771048031908,0.289158235696004,-1.62767569242041,0.993423701320854,0.221505249270806,0.686225528111161,-0.58107512760264,1.30557036620462 -2.09327916864518,0.114334540838667,-0.504688565537794,1.04113164528556,0.334970226820833,1.94527395644885,-1.1130784273467,0.0690049737306258,0.344172451727428,-0.681306297504555,1.59667810137074,0.72259738879929,-0.0292629568732259,-1.98131036803324,0.532609231652804,0.596727886226615,0.718479157790975,-1.67018042966533,-0.105363591353959,0.448283386099067,0.101716461504696 --1.4191215716036,1.3881842812214,-2.57563108271077,0.383240545692088,0.129364303730251,0.624408327139239,-0.748173560716314,0.673907940965903,-0.292438513332181,-0.306457707020793,0.364140963342787,-0.473634204481582,1.66710068197612,-0.544215722991934,0.0691910809909972,-0.479961829360143,0.0621617821365727,-0.423723026010597,0.107828352177755,0.103063139048472,-0.441394357097919 -6.08132926319999,1.35648408922355,-0.237763106844554,-0.885497915707269,-0.117323418156491,-0.392737540544349,1.56396942746273,-1.42710909130538,0.52419715733928,0.773818357042846,0.58885960359435,0.966735312502448,-1.08604444469239,2.06569235274382,0.0821846566284932,0.175802044544724,-0.334485599126443,-0.193547028361751,-0.0750692238412033,0.051807553703918,0.560614368109368 --8.72670776541166,-0.712381675658692,1.43365203693584,-1.1346217221416,0.194136872582386,-1.14668022470215,-0.891370762508859,-1.31649723050362,-0.677915572390283,0.0348541303267515,-0.37288304034487,0.325899149411223,0.680061542616302,-1.51601077534921,-1.96708890624596,-0.430371076653967,-0.22725174891254,-1.15030772121299,-0.0622234756473102,-1.69292917763505,0.940596567560113 -1.85818990750931,-0.690128993283825,-1.98402783392271,-1.19475527364215,0.877333767210372,0.963704823605241,0.370213658277799,-0.838781045441231,-0.301111169116719,-0.0340007267414527,1.38203633196351,1.05275247001136,1.10088331084112,-0.802583450199739,-1.14322467675308,0.669350041895597,-0.891444008966171,0.00932191420098586,0.00612598173210176,0.0485556597780865,2.36298719563455 -9.29741854257878,0.274245474317981,-0.215083460972643,0.247428148281408,1.90079425575259,-0.66045612644998,1.51003015234934,-0.528416830721854,1.93378358311775,0.803965763718359,-0.72287352258946,1.16001067439097,0.172948753310199,1.97539879765272,-0.122119326836274,-0.35798570772678,-0.0507175300018147,1.49387173263224,-0.0558618692973371,-0.242876377423459,-0.103636336534466 --4.12545752358704,-0.380786630404856,-0.224622852936703,-0.806685340918067,-0.0641093874276498,0.164810240849082,-1.72228414561381,-0.74558998111203,1.4367068635235,-0.00562116523861863,0.0878426403982077,0.391216670468618,0.424618833272764,-1.37352481315404,-0.548553105463375,1.01806296101779,0.253132412791683,-1.23525856023036,-0.306158065536054,-1.84202772563932,0.83105490560231 -4.81026535890978,1.11582877486858,-0.401193673284838,0.0976456611070613,-0.393271637839103,0.972552242648149,1.7808218340078,-1.05477337681576,1.08341430040145,-0.534378640997855,1.86381619298437,0.59705022847577,0.520321994316221,0.58426614325204,-0.874815981910186,1.47298542552466,-0.246720158032748,-0.343331839104544,0.322020474629017,0.526540558295633,-0.901010704971112 -4.26465397624176,0.172350187000914,0.568240256644389,0.46513962679718,1.16042601343425,-1.56005940331332,2.59058309674355,-0.461014856869339,0.0694224129580134,1.34227274806847,0.945024933083859,1.12081152114886,-0.988962911930657,-1.39736350875782,-0.155281780208031,1.18939649349573,-0.114173764169915,-0.792996261814714,0.611187038376922,-1.2671772337072,0.762094560848323 -2.44473323219034,0.512564515459828,1.69858404543845,0.39554593369631,-1.39267738564002,-0.568771750830216,-0.411466592748426,0.212913398796673,-0.58664861246301,1.26204851037911,-1.36169390299524,-0.780641880273865,1.57696266428852,0.605881129246638,0.324484430167185,-1.200952393085,-0.398387140929061,0.161497953359503,0.334157101675463,1.6208564909843,0.182320153239521 --5.61196033928426,-1.76720344019799,-0.878429505998428,0.337585183347653,-1.60670791882765,0.271578170853366,1.15342502696687,-0.258769283159029,-1.75928297429549,-0.174620322492205,0.584925067847935,-0.223946397397654,-0.574897892250159,-1.00556499211566,1.5475773359386,0.679202170483189,-0.723039289099724,-1.69387819828091,-0.0787497670733863,1.03067604243833,-1.1193115268127 -5.69796668316213,-0.670223431272913,-0.150887974503741,0.0489409727697516,0.733228396738732,2.03771013815326,0.482441117201733,-0.850838612825716,0.579727943653949,-1.03671348403649,0.534499115439212,-0.490742288906764,-0.190531941664893,0.478743069421038,0.385405293671736,-0.278418178636539,1.17347081113915,1.06277565809819,1.4867501156063,0.845629437476929,-0.534084068707389 -3.61013971429708,0.276952947504673,-0.446211846321643,0.546208554557667,-1.4676861461399,0.944639041527311,1.2149954402359,-1.50580220385917,-0.129995832821826,0.0887811692803482,1.46969426183657,-0.664967771808536,0.480411763852933,-0.382323778332281,-0.218280931323759,0.0119504987716458,1.02278059307633,-1.09466728562033,-0.687917464428825,0.32954607118538,1.84673508655653 --0.921074155141114,0.4319677760602,-0.596050163584027,-0.72710124716396,-1.03685526419296,-0.111908953602804,-0.657429828719001,0.76489378514838,-0.779817190892842,-0.224579122908371,0.898806851366036,-0.681118993678101,1.32498084458638,2.10328124194183,1.71211978108293,-1.56526897131376,0.690312732958929,1.2244197790018,-2.14261586055577,-0.0206799069849402,-0.4194498337309 --5.58846079942347,-0.960891554937323,-1.27326215705109,-0.617242408734407,-0.516181556182232,-0.187599156240558,0.284038620824671,-0.550504778994044,-0.903661283538661,-1.707882163503,-0.152006435216862,1.19671629378912,1.48818893962061,-1.49604787903862,-1.88959471239832,-0.903771856509297,-0.561957681280131,-0.0912051758840297,-0.374068476967324,1.89296492013607,0.517650844530307 -2.60592346484282,0.0274305658483761,-1.86427569721599,0.404066500053986,-1.29316678613878,0.0770194279297622,-0.212022165853319,1.62484060144465,0.431418404988162,-0.988992703690575,-0.0581705314008245,0.416480113556393,-2.02742135570735,-0.319546070563024,-0.298115217232141,0.912099393943603,0.678376287233424,0.33734971461518,0.709373049729801,1.498496443903,1.09008890536353 --1.93420723906285,-0.369601754326244,-0.791030090769833,-1.14810114073034,-0.325219062195528,0.641634134771487,-1.18746283746415,-0.954608084837238,-0.058874685814356,0.842953780457479,-1.37051734558103,0.720457884354877,-0.589671278319616,1.67403251668813,1.33563141237035,-0.0467295647953396,1.29812900233319,1.18336364501943,0.365024418036457,-0.95263917025158,-1.13788142271306 --0.695287426207449,0.80784243829686,-1.8875149112098,1.82733100883383,-1.15116838044937,0.788287082792289,-0.200365069877844,-1.37199433212702,-0.871457793518373,-0.58480044857243,0.590552994803761,0.579807501057588,0.338856427372919,-0.34991227586409,1.13465274273562,-1.05898624374846,0.157328738611606,0.977259152299842,1.32626322450061,-1.99937555662633,1.04203047138264 -3.2547052378572,0.297532737973586,-1.26059597748477,1.58082927038001,-0.538068161788487,-0.203588505593287,1.06458698075542,0.554756887004598,-0.767726361257487,0.458767817792035,0.697054534691476,-0.362951158410166,0.899763093325296,-0.599885699781046,0.91485375322655,1.55584448721233,-0.272299933327584,-1.16951002398357,0.543740295683707,-0.42399725329032,0.504816516675361 --4.89092049475734,0.0230556945047563,0.264633585027845,-0.612626013896803,0.0675624211133031,1.20211148074558,-0.00977850108980008,1.25868229160619,-1.15887370680265,0.373592457355218,-0.623058316694376,-1.4165497386916,-1.90207120368821,-1.26306418361732,-0.150518975424586,-0.515079161260886,-0.960002551604787,0.852191992015387,-0.449073882672301,-1.02569035055983,1.52052608394764 -1.17626167122234,1.10191446139562,-0.6172852662111,1.11035523323563,-1.04239883856403,-0.0349610478768435,2.19286414722812,-0.595971567899775,-2.29029347030693,1.4984395522198,-0.00311247259051416,-1.70075111009528,0.561254097627101,0.753776775980201,0.109804661805461,0.00291593869041225,0.459653365835535,-0.543135059727389,-1.48800890259919,1.04124207325478,-0.943638647596725 -0.635670565499948,-0.162053493690521,1.0463943689517,0.276479901226256,0.779852868281011,-1.43813712382316,-0.888036963561157,-2.01896250574014,2.55587924959774,0.657350539122182,0.214920607405893,-0.421536576946001,-0.68569502934374,-0.654645366527188,-0.572123193980702,2.03055859125086,2.34015587891104,0.287282988501865,-0.208638125653193,-1.27817629041543,-0.296009986455594 -2.69702518680818,0.0865447216024407,0.0594250468345049,1.0384903758363,-1.84341106815167,0.866641698370278,-0.155885082700779,-0.183806672594794,0.925211749989328,0.779945611772747,1.01686971218348,-0.856382272538908,3.15659568210268,0.180090393702383,0.182585425591605,0.597453901406769,-1.17574492984708,-1.55179132652201,-0.625724663283836,-0.728844671387879,0.919880628617591 --10.0168402625804,0.0169979019330747,-0.27155805509147,-1.03547631203081,-0.561080375116608,-0.680151466241197,-0.763253995338521,-1.42353059767055,0.0274116056463642,-0.583266064736356,0.195914678997647,-2.86919359813922,-0.37554461880484,-0.241731011795868,-0.843246105900967,-0.525042654022494,-1.08607322501322,0.0968855454799218,1.09828276115262,-0.547412406982018,0.822105995860854 --0.708009259976003,0.150172429503499,-0.307828622909301,-0.931124447642821,0.81665012317614,2.72047494318714,0.109876122903354,1.21615981743737,1.13734935386283,-1.26179533029369,1.79738672459075,-1.00639375931547,0.45583372497099,-0.914809078983276,0.600807327708964,-2.44662403270164,-0.618455318042385,-0.496618844956289,0.190847404424626,-0.5077157002963,-0.471215615024531 -8.80367741539082,0.482914532808017,1.73000920174613,-0.0538457128119585,-0.347708071406355,1.35173188846866,0.218802255599405,-0.935536313592752,0.101042253230577,1.29310215044896,-0.251155603002112,0.266215106255836,0.0302199317823254,-0.179087684870235,0.217200073537419,0.999181058583993,-0.656224730329204,0.0232644693545351,1.62158318314342,1.12557838019689,0.87095681471521 -5.37716277578667,0.882608394387359,1.2605113966598,2.75728487429194,1.26525811391015,-0.295891454261774,-0.779540754478056,1.5204182538191,-0.337630274475786,-1.73377995524139,-1.39362664230016,0.868003399509863,-0.458203542492575,-0.435254547217929,0.816815766133559,0.925996557934293,-0.0336115506369006,-0.16553780977468,0.665871072735065,0.357226019161563,-0.907752263380491 --7.10636330491363,0.315924828918759,-0.211969941525626,-1.68180433857498,-1.68914751125801,-0.769814891657781,-0.826518381159993,1.92944828845149,-0.380324448304002,-1.45744102723392,0.736828771814549,2.39567380590686,-0.937098734495935,-0.43018117473786,-0.3481765874297,-0.557039810510338,-1.57495741155965,0.469886717543775,-0.682910432132945,-0.276410773344701,-0.311459785955786 --7.72304020052539,0.228238374781503,-1.59133652947258,-0.446449364191222,0.234120419627902,-0.796125972064239,0.355947231316573,-1.24926357879138,0.0667292336869086,0.796846516570836,-1.47441745201906,-1.79649159005574,0.538771135629531,0.212783213874323,-0.587190114437972,-2.12854813118615,-1.40740719885027,-0.299246109246766,1.07706503221209,0.674565956271788,-0.029202344882323 -3.46551230661706,-0.108384387112903,-0.607775130491636,1.26473648290126,-0.889982261560161,0.245538406984467,0.0596734319225704,-0.126969553660804,-0.310144747936777,1.59635548833059,0.142324799116587,-0.0279325858950088,0.479126998224308,-0.489494178207983,0.208657777823136,-0.11399019826404,0.442771270406252,-0.666400934374187,-0.141968081723306,1.60525226389604,0.767964474129956 -5.08618367897312,1.10506099653127,-0.565455989549343,0.999882073561284,0.892913560173776,2.95486651538414,0.926071617421477,0.259727066869811,0.839259396742715,-0.934541977610591,0.272577710697683,-0.555785191810005,-1.60932992862905,0.253539804760753,-1.45452460917914,1.65736513852694,1.18747816454888,-0.749571334049609,-0.781764531836569,0.92982529427902,-0.743066814789777 -0.0101881215435033,0.588719096932479,-0.116536477530253,-1.46267052569373,-1.67177441072894,0.454837824232905,0.58373914128892,1.34959357240364,-0.731619468046618,0.529354718931711,0.551999750261747,0.569902066385529,0.806387253770722,0.520254664876342,-1.0357219452222,1.35443661781183,-0.626621390975235,0.242338748846532,0.0544388489341202,-0.135529033877231,-0.925925861059618 -9.45094022016394,-0.316382724208661,-0.638147285119005,2.44569147616162,2.0258969524473,0.164940553979103,0.769812554725397,1.4531306123794,0.0878702802569276,-0.388801387700044,1.53199416870992,1.57992805895207,-0.429792304704996,-0.182881017715954,0.13932457323967,-0.211951511144163,-0.30222468584464,0.381946749806282,2.28065451104108,0.116279214380591,-1.71141998867109 -6.6334152331259,0.366356632278494,0.949469127430517,0.835383450240737,0.482544274753013,0.779670167639204,0.107808681268894,-1.2111069088446,-0.437848847921391,1.5004143162219,-1.15051263429487,-0.352073185009457,1.01799463865589,-0.505960206758384,-0.0958111667690453,-0.0321940227203181,1.11325815876721,1.48247214929716,0.244207291430825,-0.0352724521829623,2.21953888480663 --3.13066901269722,-0.761089558280717,-0.917870605579098,0.415679708265731,0.209073240908072,-0.626803922064897,-1.24581284027853,-0.297448920847578,-2.37448160519615,0.284021654368265,0.787111100376002,-0.532513811159757,0.658772158602559,-0.552535464419184,0.313279502384177,0.500700367885612,1.53898400276126,0.338992575294751,0.445865887045331,0.659914511568472,-1.22342017834254 -3.98112926797129,-0.387626309448484,-1.49744631394914,0.149909617533058,2.75195702621432,0.132540126139783,1.52904788614258,-1.04355334514238,-0.89206078067296,0.67781247816119,0.185662650862854,0.428886341776161,2.66034684051614,0.388590561588305,-0.232479006397188,0.270348435266873,-1.37214878212394,-0.202012264026803,-1.11385422694897,1.46960776100149,1.21981193867734 --0.0935666170247096,-2.35080300639401,-0.0613099098523362,0.130115541005364,-0.403456286438874,0.890883705970164,0.0176957364746276,1.45634114589743,1.80029231973859,-0.869784305778128,1.07459433869204,0.906221643605214,-2.61550796011407,0.154218951094451,0.103570348444786,-1.32297067824892,-1.34022424616852,-0.175790405620039,2.7982969938959,0.424530728680743,-1.17432725758467 --5.80636387772853,-0.765299854468656,-0.221693465590074,0.141924730969206,0.743561321209664,0.138834715907399,-0.757336753597213,-0.245249236572695,-0.227665598773264,-0.661066341258156,-0.847361442154382,0.570142413340753,-0.33198440679904,0.260561563061158,0.558742833107403,-0.720985957985256,-0.159739900077989,-0.90579971858197,-0.0300801940296716,-1.69789426223857,0.610071929546551 --4.3056217357852,0.462167517577573,-0.0855244979109652,-1.3192244066378,-1.25560292576405,-1.05252809862083,0.395186704668315,-1.22581567519764,-0.335282323083051,-0.0582337725709282,0.831722801770171,-0.795617199191776,2.22215483700077,1.20496537187537,0.00514268176270174,-0.41238548508511,-1.37130998556112,0.232766437554753,-0.218243731253701,-0.728633796541749,-1.44384982031425 -5.83111224544533,2.17390247112664,1.58282365120226,1.89019323076493,-0.522681950401185,0.513641122401634,-0.897357979968876,1.13742851908495,0.0704895516267161,-1.07018302378564,0.942112232285872,0.04161252491338,1.36385881617818,0.17937593436671,-0.348715019242164,-0.198522763475045,0.231468783078853,1.13600114728011,0.331917065877354,0.107801258076736,-2.26351306558052 --7.15872888771199,-2.03671690321643,0.0363697003717626,0.0997492778588939,-1.21568222216277,-0.881978990053782,-0.628886052982957,0.896395727779126,-1.73287574944499,1.90880119837277,-1.56061434461129,-0.410413522259648,1.18320138971363,-1.12950769163823,-1.22442151041122,2.12392269042613,-0.359719622480121,0.249388007596913,-0.426139327436417,-0.139434968400856,-1.39154693442319 --11.0942979933217,0.158637566089039,-1.99886869356264,0.384955595598637,-1.92096478128232,1.12748583717455,-1.20900741833523,0.190705759527625,0.336503297824026,-1.70295985336884,-2.42577617598924,0.792823627216413,-1.11979757394949,-1.00968724341693,-1.26779046145084,0.137098774784356,-0.705164263038799,-0.250620626486471,-1.20909867795669,1.00377950251956,-0.964508483637959 --2.06688088233246,-0.756614780947088,-1.07400829803065,-1.02612936007282,-1.28415943849071,1.29139896331668,1.28569195434962,-1.42132577477111,0.0426429728343629,0.231233958296328,0.122258018041031,-0.347846436098383,0.642452952954817,2.09888681871474,-0.457880104717707,-2.33343410475375,0.455644859771437,0.579886262292414,0.336250237730615,0.243722075324982,-0.872528797118941 -2.25176038636051,-0.210631993767786,0.14441353382798,-1.10534633319761,0.594949920120793,0.706907338619122,0.77848259347315,-1.77087863769547,0.719425488186349,-1.17381905398993,0.74979105467451,0.391238104766308,0.529200350069377,0.0557095547950635,1.01504453779982,-0.200753595706984,-0.233681192117725,0.41412707792446,0.638803507470262,-0.942753255302249,1.22521207855098 --4.85572180846054,0.756265078740067,-2.79746162690224,-1.05213510025101,0.230232951414836,0.646455742176749,-1.30575165061467,-0.974141271092944,0.334332885848073,-0.290573691341296,0.468900259563358,-0.876440919674196,0.533818158435416,-1.44631204214383,0.776745310978502,0.748055864812279,-0.521967736906722,-0.586421770815041,0.829460874507612,-0.413966576659926,-0.338956329187341 --1.18797477322814,-0.999734481219379,0.739689136119257,-0.244128810693575,-0.54353446308124,-0.77097308438751,0.293449591770664,-0.964327089775713,-0.53055209916675,-1.99769520068907,1.69234600431107,-1.1304819003053,0.831501067814065,1.77098796888327,0.153003032520842,-0.0903931797040648,0.299115741976575,1.21507905719491,-0.694815774278862,0.653715877865378,0.1168660423381 --0.521978669062659,-0.943744524893251,-0.075442482179424,0.253147570431853,-2.66996000240518,-1.00179974442736,-0.410144425355741,0.806512332301802,1.37509258213063,-0.196981606480426,1.19219540366872,-0.0991224249815209,0.158302796716788,-0.429752411492005,1.16809303919315,0.0217215971522666,0.509172899805299,2.39815598832334,-2.0543232012386,-1.21934043974949,-0.284944582801001 -1.86449678550232,-0.0321310690771247,-0.346100481922732,0.211957780560388,-0.571164226461131,-0.859790382090032,-1.45894963360375,2.38022105595815,1.15632060956463,-0.745131868850022,-0.628842109368201,-0.83136322929187,1.20985119359003,0.968125514206876,0.861535611149569,-0.782498918526657,-0.22164982601891,2.56732964968259,-1.99424664530693,1.66816945541432,-0.266178208526823 -3.91059812243901,-1.51450249810653,1.76750313638534,-1.32832717521955,2.52557122116136,1.05265806889157,-0.654604633988381,-1.25110740273925,1.30024907617319,-0.144048625029693,0.631195504470317,1.42733381441497,0.676182070479632,1.1848113604443,0.648869879094608,0.695915055207241,-1.4092384827048,-0.655347760665179,-0.0919017789255781,1.35821503768703,-1.76559707742016 --4.7099152442846,-1.61903451976417,0.378303839133197,0.47450199135954,-0.841666823314235,-0.0319521891826756,0.340646274884713,-0.190674553744874,-1.74157641532669,0.843858974072548,1.1380082713467,-1.16696675935954,1.2837871875659,0.141847691992231,-1.12739407303517,-0.176390746760022,-0.850102722064892,-3.02324521639872,0.0989161438921207,0.532133673537794,0.933046233689783 --5.57932945654361,-0.388213747775796,-0.722176235637539,-0.835593294867878,0.100820634071447,-2.3868451907642,-0.904049805311313,1.18337588190087,0.0227862120134279,-0.981388993759595,0.895214687237196,-1.77719297740014,0.142733747346228,1.10270638041523,0.200873827890814,0.747617464904936,0.3655100705634,-0.529683493060473,0.129343754587564,-1.01145340126729,-0.173759746131687 -4.19296684968062,-0.378602977118339,-0.00723247462455358,0.0727170733742196,0.202434275671678,-0.810337390105847,0.224785694047573,0.0941022834809329,0.384469562534399,0.530475746460061,1.09259707668805,-0.411840320202836,0.270867374650261,-0.209404490390642,-0.880817558599825,1.58963073669136,1.3403747981577,0.39808552224483,-0.0850600551412605,0.647371974307203,-0.386186985289163 --2.24846772129096,-1.59504866424592,1.62716052255255,0.915989577158931,-0.948938578186865,0.356696591269164,-1.17356164616887,-0.598230244019037,0.120173758020095,0.177266879213403,-0.93262809512954,-0.403208232227362,0.470238549474365,-0.0288483365636883,0.135327835154503,-0.0947410352239601,0.233915001675115,-0.941210115937842,0.956880090621088,-0.118111321041483,-0.0226902298414772 --11.4643847350204,-1.10893666001903,-0.874039026089556,-0.679971417753623,-0.365151212147645,-1.84871766303183,-1.19334665657133,-1.20340147249204,-1.38158561063982,0.833699680439367,0.96876045153829,-0.897372282816823,0.434210848521878,0.904913360081571,-2.84259790427995,-0.684520809183558,-1.00476932727325,-0.141627731461925,-0.0613382447702899,0.466128137284834,-1.53945659257211 -0.375107598497551,0.0555006767777809,-0.357116339527888,-0.538766975075473,1.78069158394929,0.894876026812916,0.131003298022688,0.295836797780078,0.4605576808685,-0.128989329639833,-0.247827214832326,0.425866504787918,-1.32139553285265,-0.544915421580811,-0.284788782615705,-1.64391535441749,0.841815498993157,0.987181708366033,0.811119120556739,0.856714153793795,-1.05711547632452 -7.30416661027377,-1.37261893818149,-0.143993498403539,1.13946992888318,-0.168419849416473,0.500455949209305,0.207833310854399,0.17878870412492,-0.706206553519645,1.23453021225714,-0.270789827222059,0.211029380210607,1.30487292036462,-0.57185073001333,0.558931083216891,0.958991244507759,-0.064963109057018,-0.0285792052206961,1.28635766079931,-0.699201911813282,2.10117013276554 -0.86036393887298,1.3713157196375,1.40464523492684,-0.909131468469794,-1.6325150917333,1.39755584637847,-1.1877249168485,-0.0713841045147801,-2.45234754596487,-0.73507402347121,-1.23775736085772,0.378167120105688,-0.670656751632766,0.0485715506611271,0.0483639989640035,0.685229155003547,1.76689051514781,1.04758215889378,0.677874489173292,0.367540386409629,-0.784635350977622 --1.47228712037585,-2.05903504695749,-0.774730221036573,-0.605854270898155,-0.764248431913768,0.64415178761433,-0.79129226203396,1.901726874876,0.510594377321907,0.27451738407509,1.88309744851958,-0.0662059205569723,0.197630057182542,1.87149225430786,0.657607147607428,-0.397342347498498,-0.0965387291360545,0.180242131423736,-1.92333791828689,0.215598884302356,0.115425767726915 --9.50286631812346,-0.991525489635035,-0.846877756555411,0.516246156727149,0.0130266015105948,1.18373710681127,0.576556375544747,-1.58303066808929,0.132384418317812,-1.47501632132786,-1.53872534630244,-0.726989644634886,-0.685188231466492,-0.311999408784145,0.813359713643708,0.658412515326843,-0.159379805953655,-0.61610891541178,-1.30748782763893,-1.25620709825973,-0.569982554573381 -4.86513632142245,0.251933894205604,-1.28929799110308,-0.117111078147644,0.0272238032338585,-0.131412356859632,-0.894948340602369,1.0211519205486,-1.42591866679277,1.9449678439204,-0.0606927081487088,1.87011435222603,-0.309392219643067,1.0784993391548,-1.89594994462668,0.131139759149368,0.332488318763907,0.754255018038706,1.39363675935339,0.536750780774698,0.896662590872064 -11.1085918088953,-1.06394509590109,-0.409444048710076,1.2651133225995,0.10983287140399,1.00358157690533,0.173819048730049,1.10900713349046,0.522708506376288,0.613489976558217,0.124798807879442,-0.530545516237108,1.22345595406808,0.884658851825557,1.68048924215964,0.299029129387556,-0.341487779977035,0.0185281151448213,1.40723374458021,1.8346151918561,-0.151449812768644 -5.17391081204217,-0.216902254955934,0.0444937281085443,0.277741326028423,1.26733346037653,-0.1855740072259,1.74294033265923,1.60676955454342,-0.580686491949201,-0.0725899369125597,0.0137357959282979,1.03140887964901,0.893491510470853,-1.90576145326209,1.26404809740075,-0.936650811758084,-0.953101317412353,-0.101357370199518,0.941486677686248,0.968539026937647,-0.834610427505824 --1.1134310147625,-0.83824897316637,-0.153689934316704,-1.07497808859499,-1.21261032254886,0.290903658761952,-1.77112362591119,-0.792572840136938,0.642968695835083,0.499688659811329,-0.339955146963951,-0.861078064185054,0.648936098840819,1.91955944664142,-0.753588567221003,1.84883734400432,0.708707257808166,-0.0806737357099571,0.0516156605380589,1.4824956722831,-0.716309351595365 -1.0343840262292,0.658773629809864,-0.153768897749587,-0.0580055500318675,0.272550062150069,-1.77130234565327,0.161044932120033,0.303421714587564,-0.556310411610038,-0.121576595769593,0.172475232177277,-1.42616577638565,0.621229563895678,-0.90440336244399,0.405966833660792,1.06672362053311,1.96190059666028,0.232841742107535,-0.195508092035596,0.883759509181601,1.25293024222228 -1.61387201021787,0.452007547357976,-0.120525483963186,1.13847432124499,0.608905467729489,-0.0152229699486836,1.1339983188449,-0.646058412053619,0.00409292850646654,1.44291332909355,1.28839567985155,-0.239032649311364,0.669997198998208,-1.25018965211708,-1.32192908704086,-0.113544224702083,-0.406299326060511,2.01728832982681,-0.535841316460828,-1.49657419693717,-1.13510554325427 --4.27150147605431,0.799963792617058,-1.00968391630703,-1.91206389344032,0.413789796822111,-0.133119028105051,0.999527546782756,0.501675951914014,-0.631557671124125,-2.74699087795022,0.320901028303762,0.501583651178,-0.461670893023075,-0.0719654508001958,-0.381211089375847,-0.545702685954224,1.14143447002982,-1.21652674658023,-0.127078641833752,-0.197627816405542,-0.28496444418753 --0.127962364195084,0.364728688475606,-1.53451942591829,-0.151321285598918,0.282217795848871,0.502001607796395,2.26760774540696,0.0962762753786302,-0.0105524333838401,-1.06472900981822,-1.32221541018995,0.294574925925613,-1.13858918526088,0.708201044614777,1.67056334184058,1.87163470041526,-0.991845099413479,0.536389792540479,-0.344250410956377,-0.0850665466675088,-1.01227203089054 -12.183588405343,2.08594617370458,-0.468277733674612,-0.176611558605078,-0.107988873836422,0.188934225687267,1.97121056151221,-0.575904215605116,1.07302887559333,0.771632448801069,-0.345055773896883,2.62541128304054,-0.222525068962052,0.436513134071049,-0.942527324012562,0.191565784813732,1.58266903253282,0.334888059125591,1.25493928842619,1.97307229302113,0.249812689552114 --1.33679654304448,-0.0714848555619568,-0.675321597343778,-0.683821040820684,-1.73485333067874,1.27231956834322,-0.778736490394666,0.765272803439017,0.512892000598911,-0.518871737249546,-0.245659462759479,-0.760683166669325,-0.595452068025848,1.99373886207185,0.281633381290567,-0.426077104541984,-0.334595676752995,0.0881337772818817,0.0293960100715908,0.403841761193152,-0.345095110135831 -0.0662810490095659,0.202338215742887,0.587929081235125,-0.695993407820251,0.402931966607121,1.96060113971252,-0.164941050398768,-0.708778001781401,0.096582745925271,0.248343548414234,-1.15167144400285,-0.408420412078865,0.449837049550545,-0.819637519023043,-0.345693165001538,0.192232214448878,0.34046725842865,-0.22576653462182,-0.352274240833361,0.467112990945734,0.049163905789212 -1.19932091805232,-1.5297686336941,0.647812372062329,1.28679973564929,-0.540806387319067,0.467697524292345,3.6507763672939,0.479149622607111,-1.08649748005593,-0.886687440587347,-1.85286019477193,1.13516700043103,-0.0133240964142545,0.36238025629833,0.0984615746635719,0.240245245767389,-0.911284267250167,0.157571089968673,-0.295500645191159,0.876709445632026,0.266339242572536 -1.41223266689549,-0.338088145537669,-0.719146120685158,-0.0895900701966298,-0.418775413459099,-1.1552823710302,-0.754166142669526,1.2084605698198,-0.350176047303114,-1.36787240838935,-0.0870034343271361,-0.550669326808155,1.24787020578836,1.47247124250058,-0.182736890134471,0.829474277281689,0.36163111856706,1.04225384398207,0.8065780364016,0.161334826340057,-0.308889267698486 -6.18009047205397,0.954136361808257,1.59204812519396,-1.56468733988723,-0.415559283440482,-0.55786921337981,-0.723309075730819,2.29283114861672,1.32328396349883,-0.16007051316625,3.52237133063965,-1.24301100137176,0.387011359479829,-0.511223016962878,-0.377170792171907,0.192224990599639,-1.34558341747186,-0.0646231140433399,2.15915729977422,-0.645037124890889,0.914117145479241 --1.8353440122742,0.0818425227231235,0.214218086396195,-0.868904969929435,-0.208318827018177,-1.39119225409137,0.646760108805325,1.56615243646262,0.105651891391693,0.338955870872127,-1.7998106545812,0.490492610027777,-0.555243900943828,0.322107985264444,-0.606130916688757,-1.06029581235346,-1.57556790208904,-0.663258922704549,1.19747945246947,2.09066006111083,0.371277656509028 -0.194093851765598,1.7080180168601,0.259734646804249,2.29697185066511,-0.156037481722223,0.668184957355531,0.954379951596656,-0.729365922968932,-1.11970829523314,-0.978214164283336,-1.48235118911135,-1.89157214465565,0.861076075280868,-0.187077882274855,-1.23183452430492,0.329488207951119,1.50898622056846,-0.210926010514757,1.2710412010706,-1.69027225193652,1.47120016311112 --0.019558052732727,2.00605303820361,1.35831224234804,-0.813391793255693,-0.0763739389649439,0.0310644373573899,0.189645747440251,1.50906230034492,-1.80015410191221,1.45813081921961,-0.909000545801097,0.278764416791342,-1.21633012904848,1.86293954020277,-0.0989936104761297,0.653189147956282,-2.63094988539681,-0.218584835639519,0.493328798669478,0.211846184499277,-0.733042259769675 --1.48423841641443,-0.787921347136684,0.594318995831329,-0.954205268021875,0.619610658818978,-0.857158709927471,-2.29322241543749,0.259356551796821,0.635989555302679,-0.132549245223451,-0.128414827661534,-1.80328572740803,0.96006162018466,0.562023298546226,-0.36854707887481,0.97547956452236,0.132423681741557,-1.11129719098414,0.960609811845922,0.560073767013095,-0.106195082757488 --8.80475730451318,-2.01024918737741,1.0295941574629,-1.06668686447209,-2.39513569156804,-0.449578202912856,0.0259097618260381,-0.389863903496643,-0.178202594602298,0.201209303431347,-0.871399173868184,-0.0868992453161308,0.541381187259696,0.0923054125869001,-1.60271527549691,1.04810011463442,-2.25156299883578,2.30128262113631,-1.05346497172479,0.0179871062945001,0.353950530144586 --4.4098709437006,1.13637384584441,-0.635737431850618,-0.494019987894099,-0.273877455547847,0.537022124079189,-0.429394747033593,-0.325939406278169,-0.168773752751361,0.828344942925598,-0.793809691389192,-0.889383106620243,-1.95278836951612,-0.476511242119307,-0.56193859466893,-1.44836905614743,2.05571053859348,0.642400869920542,0.43695038279323,-0.133892762868068,-1.2745881199093 -2.27649548852629,1.86507711152076,-0.144537130333702,-0.738562969249735,0.161818235013706,-1.21496014208596,0.73900294111375,-0.828682709161636,-1.35455646423659,-0.0347306528475068,-0.0924959239567071,-0.0731873522065825,0.989547203269762,1.28781207411979,-0.518247606345692,0.853892153777299,0.896619591405551,-0.0199907520869771,0.592916721406722,-0.503999970099912,1.46153684752641 -2.80272729101322,1.02461750297628,-0.571318932168667,0.53258573162904,-0.0159429382531356,1.07548049126745,-0.890408846889869,-0.918840826404952,-0.721202664854562,1.5973717120959,-1.25284372434861,0.46163531039267,1.00463476751598,1.24180391791804,0.164909874387762,-0.0750233870035957,-0.477387433427286,1.27426186271132,-1.0598494390335,-0.324222303899989,-0.0602876241490692 -1.76267222515241,-0.212386239158211,-1.76854782973635,0.483540492477947,0.37215592310124,0.203304299173931,1.60219317324536,-0.659018123229913,0.206368186593243,0.226875526361253,-0.547524204644444,1.12567978769218,-0.321087592613001,-0.962740069854528,0.14999796695568,-0.118675045953765,0.900462481584722,0.386538588441322,-0.76842599907832,0.339828400528249,0.777765065226912 -0.84811921415775,0.211036284752331,1.41941166986393,1.14173290010378,0.312878239253377,-0.356910015895168,0.296175521513104,-0.444039730966064,-0.814010044263383,-0.20900901499659,-0.0647287833641673,-0.650851271327053,0.209254018597475,-1.11994714989007,-0.425668047146454,0.601727885701896,0.217729155828223,-0.17128506185517,0.474304925219968,-0.49130940327935,-0.534838144462441 --5.25466484587224,0.446075601086465,-1.47808847029884,0.200742095911055,0.159241324051896,-0.750313330506905,0.646600866134566,-0.795034898853383,-0.769116710328077,-0.704367467044543,-1.13429480625803,-0.865343397559903,-0.428632391422079,-0.566400080722341,-1.94880922752813,0.117278708419057,1.27871133924712,-0.596953927419652,0.399755932459553,-0.962618210801689,2.33147405232354 -1.38779788958415,0.520599678232113,0.990101042066362,0.703193047260675,-1.28477731343179,-0.777903693902155,0.526308708340351,1.25010042927385,0.557486229818905,0.797736454543429,-2.0293578383203,-2.31780709915328,0.967303448274105,1.56401308629597,0.49129098442161,-0.713218448581585,0.0472083517593254,0.231301464169919,-0.269494882089159,1.21644541467001,-0.929071577613501 --5.50428496873839,0.377561918114446,-0.0664354225675706,0.509737170346478,2.03129569260262,-0.61205145712593,-1.17671097289181,-1.94050045390497,0.352040817305587,0.732432435631104,-0.943589705838377,-2.37434828842961,-0.961182002982034,-0.795475955094179,1.08342870944019,-1.01665921802892,-1.2993032305218,-2.36732688175161,-0.543245378925261,1.47313812949749,1.83574547305215 --11.4144676811905,-0.623658808865915,0.257973788385441,-2.14171325334566,-1.54170768162784,1.76493700377838,-1.16641641304144,-0.362205323639786,-1.31425368897172,-0.677920616218627,0.849832213491118,-2.8116110270442,-0.522229208970977,-0.870494833932448,0.0322722622832922,0.498047978024391,-0.0205728119722799,0.0319836303520177,-0.299377738654403,0.728853868871053,-1.53229608099272 -0.143665311688076,-0.572610525202765,-0.621453484777161,-0.13213914168807,1.1591673651254,0.00251467392079405,1.28151508048696,1.13974802331151,-0.966934999618931,-0.52405343884863,-0.680273856882954,-0.60338270078119,0.00734760212337544,0.814224427232021,1.28611934000852,-0.54903321980419,-0.803255557133061,0.195477717340155,0.0166515865734686,-0.614726348109619,0.605058496965727 -0.575881861803692,0.312501153196823,-0.776452633431541,-0.117058333085581,0.0505183010106525,-1.11095842322385,0.772970493773196,0.13041219985873,-0.438922471022778,-0.0554235538505416,-1.21490387102771,0.579482152780971,0.189751234643551,0.720457714433337,-0.0120908174680228,0.138576958443922,-1.11629725281084,1.44139142630865,0.926211133777199,-0.456083712350953,-0.0199433105693638 -4.21534830358751,-0.707427833089473,0.315342751834405,1.47883615689266,2.14688110240492,-1.47209640017597,1.89739306909657,-1.10120546302427,-0.541353871308618,-2.2625366307621,0.121023735650211,3.07332530501545,0.244473230805009,-0.525241641969206,1.54643533503174,-0.514350375593104,0.210699775731649,0.497759563416154,0.78336350978333,-0.743257974607198,-1.03566421173525 --5.95651490122109,0.52120348534775,-0.963693673702099,-0.886599327971648,-0.0169604379475213,0.571937102679906,-1.46710942298422,0.680459396043143,-0.171668052246427,-0.767614904683619,0.742823198194618,1.08972296574334,-1.1909594423905,-0.331125751067593,-0.34465599778576,-0.513330315081546,-0.773017875446032,-0.132637729778852,-0.381518818285302,-2.20175795196767,0.974005195359575 --3.53483383126578,0.448187980908179,-1.15635521449289,-0.0464673189686162,0.103080938524212,-0.075453128222844,-1.3922421989621,-0.233412566035759,0.321860931733681,0.957319966983622,-1.46490472969903,-0.675493638741785,1.06644129792133,0.681588292098077,-0.681637476407995,0.060939089018521,0.0656780718560649,-0.711172774874137,-0.46564777947721,-0.0479616297438435,-0.519319632171794 --2.86302943260926,-0.50532260598478,-1.08556057653567,-0.997243853945706,0.498517100256103,0.613461939672738,1.06724345475801,0.0549606112069769,-0.999391348050607,-2.75562609167523,0.886674293678578,1.50783482574125,1.23885147835744,-0.356447412429876,0.51311411510747,-1.38159398125581,-0.215039218841684,-1.09207917884158,0.727277676188565,-1.21532006754742,0.421499848888374 --9.91472092656897,-0.206612153485113,-2.64561960573244,-1.08451284931826,-1.32510477793652,0.748547400946246,1.75681000753825,-2.72714400347786,-0.880108359134783,-0.203166003196341,-1.0880230703526,-0.814196741269874,-0.561365389668129,0.162458493987972,-1.13207395182002,-1.74631553626227,0.0669303685410552,-0.757066012787618,1.85887177831431,0.284979112162476,-1.54914114407894 --2.72100750344754,0.0296140196264106,-0.800562508795526,-0.903779357268635,1.17513978576149,0.354055707877108,0.0263483653334174,1.9147162830803,-0.596184747001387,-0.475069022356924,0.304557243643041,0.578848839767927,-0.677306635228975,0.306447275152581,-0.098740041706354,-0.205437996348377,0.374756507546891,-0.548551047527893,-0.218813536242497,-1.04605136177201,-2.43405586836578 -7.11524125328324,2.05234415242859,-0.212657487651171,-1.61488392851201,2.1331647612445,0.826534514583481,-0.855138715355132,0.65460395257146,-0.178220007281287,2.21693954771434,0.176788778845589,-1.80957892893606,2.02744929627888,2.26560652970244,0.9528646731654,-1.26738038320521,0.128264648594108,0.318522820881958,-0.515507525664638,-0.0783580328567813,1.32269331941291 --8.75952534115181,-0.768557600478008,0.621291362272924,-0.38028317263869,0.751064753468469,0.261665945495224,-1.22949616170755,-1.01232723259384,-0.186183597325985,-0.063341688710079,-1.65456729977901,-0.222257377598139,-0.827606048572732,-1.35086318856113,0.259176097151654,0.468031572204687,-1.09314529834349,-1.02701925423583,-0.680655555861579,1.03676678695441,-0.256590909356356 -8.79009883929533,-0.565258779463758,-0.360029637451773,-0.661767030447997,1.00525706856955,0.44151971599951,-1.04125822595029,0.229967205339636,-0.105073569649255,0.300720445977141,1.17991496311976,0.841162750033463,0.119060956114703,1.2554700991544,-0.629447027579893,-0.414336608583352,1.02974116439277,0.729966570342999,2.54798866147944,1.85960786997952,1.09363200947727 --3.83193421606975,1.66666340779812,0.952602727671806,0.119230031016619,-0.835741334890485,0.429766596963824,-1.14180467570544,-0.168730667242718,0.459318461159693,2.27878982818067,-0.0947361637535207,-1.56995014216157,0.574202391184802,-1.79812395503945,0.42173487885126,-0.622012677078948,-1.77597761818272,-0.577922692865651,-0.246960145631225,-1.13792597433404,-0.702274742880983 -2.91020041931266,-1.54040100708771,1.21729920964945,0.138645136522765,0.927247644034003,0.0308833364310482,1.87431307090589,-0.0578119481110677,-0.0261715130607566,0.243135379067897,-0.659182082586972,-0.333767522643541,-0.60982365490395,-0.245982700363667,0.866960247861164,1.19761254715792,-0.0275186931441784,0.821327810043946,0.344486483334135,-0.746790700221124,-2.23381967120606 -3.84875618137563,1.14504612633599,2.23266336129732,1.11889135260302,1.49995529812031,0.612227991833725,-1.02108308609273,1.27818752120533,0.122380772887926,-0.446066181617325,-0.041874564889173,0.520813705311253,-2.25630894196447,-0.597431069756104,0.657708037845514,0.313081076246824,-1.41997854241259,-0.713263451035124,-0.502050461019759,0.664144736461048,-0.674395582179159 -2.58507698995484,-1.56194956414967,-0.716487136454238,0.233769888119713,0.912160431481928,0.998366853964983,-0.395132034837819,0.153075755492222,1.1864224996553,0.198000636154643,0.200298487865981,0.289013873039627,0.416025426741506,-1.5229809099258,0.685445641706476,0.94220037088136,-0.498391228120056,0.459032780125371,0.706322213756292,-0.660481210847828,0.145045866928143 --2.18485622395399,0.471221587835894,-0.571776592523872,0.83703937073315,0.362007198480878,1.52689710263425,0.362290183817271,1.18499763945044,-1.30268098602783,0.482127536506729,-0.14225373172608,-0.884483744445786,-1.50090891367157,-0.499922870859907,-0.507729347488742,-1.3200989941804,-0.930145757642262,-1.29542958530274,-0.279226845708908,0.454425332263873,0.726504986771614 --0.783674228542735,0.0357610372343732,-0.0720051332077797,0.580328951041423,0.869621849421037,0.366559431437557,0.12559647121736,0.438871799692241,0.724864359630896,-0.350266515128578,-0.572314190470641,-1.57776518406175,1.36464039327582,-1.51052440533517,-0.610038442014608,-1.29486499128327,0.404138878913601,1.58555443420691,-1.24849184895645,-0.845432494509584,-0.0335155598685553 --0.494276925701414,-0.351850232327599,-1.4605230546696,0.495571975285419,1.29125373391335,-0.927802643568312,0.717468655655946,-0.366431640528951,-1.33713787328803,0.639843603360979,-0.324110334331767,-0.377961893026853,-1.41688715652847,0.767634805154539,-0.353267147092345,0.837611588871396,0.549174249553166,0.701636464828428,-0.193710659343385,0.356204558396512,-0.00298535255974357 --5.33568116956852,-0.943754999834765,-1.12927138131243,0.437914572734454,-0.214150637308126,0.504721923804733,-0.643633430952217,0.624619381014399,-0.180229558584893,0.238017141227139,-0.897104050308554,-0.502520445839546,0.0466044893043657,0.0647134051653614,-1.77780995845369,0.00270727614146579,0.306936609565444,-0.694012405286331,-0.371235938442478,-0.782587441969932,1.70004698091885 -0.960327668385468,0.367376615854782,0.465923558097236,-0.210379665334053,-0.42073490275973,-0.29816334976522,-0.665461783188964,0.219955114747627,0.553853733092891,-0.3373237784237,-0.339566249540563,-1.39505363338609,0.844057971572087,1.25398814225736,-0.168476278102675,0.450931075000758,-1.55449677901235,0.553024181605341,-0.354242354022016,1.22677605408738,0.712662056235671 -5.37991429893277,-1.86547171250828,0.519782608478249,1.3275944819007,-1.94389069074981,0.830829600124877,-0.132727023168292,-0.969566278788684,1.101571089044,1.26647564127344,1.23331285651484,1.6155570935796,-1.13204475749763,0.100591988380405,0.0133940166183975,-0.033163810377211,0.943942303971615,-0.931620456570019,1.27026786605444,1.76561434518552,0.109848680016803 --1.5823250887392,0.11055393642606,-0.702771623776352,0.152210032721289,-1.39846116621805,0.293544078705722,1.246059824557,0.0704063868295491,-0.887610838245758,0.0431194260103452,0.0237703610569905,0.459771074788383,0.909971977344259,0.146971769760132,-0.719920197186897,0.613187263319471,0.889348146580784,0.702169312442286,-1.67524168014651,-0.19085181988927,0.132547838050649 --0.0639692665939107,-0.486629941792978,0.375886154360217,-0.345283883367533,-0.382565753783147,1.7956065008112,0.52402637665184,2.29656563666918,-1.5875113260346,0.561129248980943,-0.79971314374645,-2.19494971950614,0.723372471335511,0.00878074712378563,0.0571090313521804,-0.0217893121520638,-0.492546995472067,1.98214367005575,-1.30071246148867,-0.655448717040461,-0.0364301327138 --0.947284232234391,1.19753212524764,0.865356181876486,-1.3690761805442,-1.19879946929822,1.39637087681442,-0.0112983749150672,0.0828132939146015,-0.054751907373096,-0.866033041766332,0.236539359616687,0.426731832251482,-0.539733290903262,-2.68290495218388,1.41109738475026,0.450557470575875,-0.881776746115872,-0.0493688799710554,0.300152525740165,0.627535099435,0.455612506103975 -5.59875226173916,1.51283242847154,-0.028432859818083,0.00701043853672493,0.758033067683545,0.797014561136829,1.48631807450915,-0.627977366236915,1.03544565190833,-0.0441425322944881,-1.07515799953599,-2.33401912390207,0.800040025990822,0.867448792858125,-0.646370424551855,-2.11505720704041,1.08507656106431,0.977104911208551,1.56591122413695,0.369144842561907,0.296840163510626 -0.471499532461546,-0.726766737097221,-0.40140704262003,0.715250969312862,-1.20008722942825,-1.15109663200183,0.713877844300092,0.658580056437402,-0.416025164405156,-0.151010961601608,-0.576900512943695,-1.2085095676768,0.162967074168666,0.558562915846765,2.06713311845995,0.409755103228797,-0.20374454578473,0.358736003915086,-0.0593537885868548,0.663363588163244,-0.0170646335664688 -3.09160947019225,-0.247861366334999,-0.310875221796177,-1.3546517556089,-0.0612732200027217,-0.921543637211011,-0.311157392223424,2.21501564351211,-0.126843709232379,-0.477929955307957,-0.698074021541793,1.08288043104118,-0.330027200145991,-0.595484579333614,2.03894278062276,0.967321245753266,0.824769212923572,0.488706593303024,-0.0719832120655219,-0.462889263562617,-0.00859407056418984 --1.85903221766255,0.134429189269096,1.33804952445875,-1.45652032858503,-1.19508696082983,0.184568682315079,-2.02059048269002,-0.765216207834294,0.449343245894583,-0.511077193644481,-0.108146158564776,1.39820425775043,0.704847040247458,1.17830815452136,0.515645154220017,-0.164941142630558,-1.3526697206882,1.54482941390733,-1.38976679052586,-0.00222477605214706,0.779860163454792 --4.57745040192848,1.08531786542511,-0.302249235496734,0.616729885236047,-0.97673481993834,-0.00546565181677491,-2.60370294101375,0.468242579276837,-1.81690883345483,2.12421366529934,-0.81211199631396,-1.78719041390731,-0.6027387210551,0.585923723688782,-0.151458726259414,-2.04257578239905,1.45192714762308,-2.39510965929875,1.15434885308776,0.377087055768492,0.374434238721581 -2.92504242349956,1.29614591705562,0.109841074061925,0.38841182818232,2.01967203330543,-0.189550858273515,-3.27798015361075,-0.299140556594176,0.124039319329355,0.765944785777991,-0.211883070751908,-0.217249388107269,0.452897209339836,0.402523956740565,-0.342865496651291,0.493709491168813,-0.220566793847133,1.95454478701006,0.920944864894599,0.551358217827125,-0.914309665160748 --3.80848733499959,1.28762995567038,-0.196603236116577,1.51246832413581,-0.527442225854826,0.225545335521396,-0.976463974500654,-1.13750496301045,0.367251447801327,-0.386678068844866,-0.110941006054173,-0.64341051133063,0.0388093247105607,-1.052423940114,0.503701195275638,0.0727990676242802,0.699190594398904,-1.14827081552134,-0.526034297056286,-1.16833946712164,-0.286079982351186 --7.16163580861461,-0.338703588245132,-1.49370835279973,1.79152322855011,-0.120302095392538,1.09566739043162,0.48735544770258,-0.610952066788642,0.767080409480609,-0.439360793507561,-0.394326551990252,-1.02460146435534,-0.842353524441332,-0.933725032369573,0.799745299019846,-1.44161285213795,-1.35929829796007,-1.64878274560006,-0.920755307982193,-0.0144932318237869,-0.424516335586505 --0.6956569913615,0.604296542217034,-0.841243747749672,0.572158383148244,-1.24926718402257,0.147926089464644,-0.40464329557529,0.402734912614101,1.43549476121546,-0.969160117124429,-0.199408085937109,0.944906967663878,-0.7227111160872,1.01811818556714,-0.344309739842936,0.0851378978577926,0.760024840391334,-1.80803799816073,-0.973499083290344,0.491528577132528,-0.0567336108063716 -4.97339295930344,0.920767407255184,-1.65386336120933,0.35751823547621,0.558719720360575,0.334064638087161,2.20927637884187,0.183206132944385,-0.231379282410114,-0.81810964714003,0.928147356679122,-1.46006111665921,1.68821820798388,0.13424951756385,-0.581555992160393,1.91946900943547,-0.727405021844349,-0.177249055991244,-2.49969285767336,1.12737340489723,2.04214381860798 -4.63367630652798,1.64476374303366,-0.292642983581653,0.0307983381961365,1.29909424986789,-1.15693392973261,1.22761068979753,-1.84205011280597,0.0372545029922926,-0.332665555862828,0.844276860808086,2.2526917704331,0.208154748747186,1.14735585545376,-0.87356391133218,-0.0848031101352589,2.27025588729496,-1.73329329653152,-0.0670875504021469,1.33378623769702,-1.36191487664183 -4.63789688570466,-0.886251616805477,1.16748765854202,-0.566613753971583,0.0945676106501779,-1.05908358096575,-1.2994451366185,0.369521781299219,0.0166842096023144,0.389363795243797,-0.0770442585849948,0.768010911588275,-0.103815306305291,0.322257401963928,-0.348162809261939,-0.298975181700142,1.63456816079721,0.557160957428234,0.299894398155244,1.00751954198689,0.58516138670456 --2.10669798289591,2.17250012907334,0.539007811957632,-0.955640895027937,0.574519026873318,-1.3544040548492,-0.636617803327411,0.528095202405767,-1.28939509614965,1.52431954506508,-0.781530156914995,0.203288606966589,0.752675708289387,-0.167547743505489,-1.37223984124716,-0.526117403002842,0.389164993651665,-1.52368443262659,-0.0491571069555267,-1.31406562029556,1.108965556672 --0.421961081357492,0.714854301548273,-0.108524670413484,0.264107569536451,-0.850187734948215,-0.0374677222887932,-0.52310735659162,0.544134473308849,-0.701969565356558,-0.585267070505175,0.276346398606169,0.721392949732809,-1.15695555708212,-0.365063391878051,1.02029100315132,-0.00475458562654825,0.145842370108273,-0.403127017714447,1.65965865456155,-0.342843095395912,-1.14188270437873 -2.07177810495169,1.0374125711965,0.792645130939778,-0.716091955369903,1.08390949501055,1.33490280846985,-0.813577922950594,-1.99381823285524,0.594054340955536,-0.304360715081377,0.241407846400162,-0.545577783883291,1.35953129918222,0.802902187732617,1.47056000557167,1.09196421009354,-0.862205693958791,-0.296072439629269,-0.714073358846656,-2.48189330745469,0.437004532388682 -0.550313784349361,-1.07557163068991,-0.921837974453563,-0.978460531439326,-1.01816475437083,-0.515955821284067,-0.291961594861066,0.336352415564742,0.316218041673899,-0.03655893706187,-0.269634970075848,-0.622968030415706,0.136717532991009,1.87049114624253,0.639590861348551,0.578640706363086,-0.175600777128941,0.866717431020674,-0.25571496523397,-0.187148356825758,1.93728466129234 --1.3608263309802,-0.474255269772743,-0.153679193025144,-0.180457578236148,-0.0345139698939832,0.145369260550781,0.0875505899931524,-0.175320648563859,2.29545068252634,-2.37260618709361,1.23285914496814,1.93393357500496,0.744818179437381,0.374027827457487,-0.295201184341436,-0.0283176823276715,-0.0807161806072474,0.383470603874426,-1.06971437781818,-1.33823895674686,-1.84612832457263 --3.06843401433492,-0.0698125803393669,-1.71109157866911,-2.08032218713815,0.109008026768511,0.196095136167162,-1.59405058623136,-1.41322490407005,-0.281638055066097,0.114680337691597,0.375206851730499,-2.00020928237059,-0.897719070141551,2.18098463508824,-2.17879781571034,0.717709834872774,1.87616769287108,0.843951374592271,0.472483839195088,1.29662374219739,-1.46008934304629 --0.525022992563033,-0.762523193795482,0.280264275545609,-0.0949739931051821,2.50274066093406,0.92712907896521,0.0989159798952982,-0.19148515180376,0.647816229797896,2.17101776550416,1.04321415012699,-1.77136268854777,-1.28907541816575,1.38850473438746,-1.6477715728925,0.602625644569891,0.729817872425077,-0.568416291010281,-1.02100079949935,-0.788022671506487,-0.980479594217844 --6.99785777079831,-0.572609703531316,-1.77651738586067,-1.43715358851962,-1.1857370185836,0.929734674033607,-0.641234864992195,-1.05782920218344,0.280171412052047,-0.932315085879021,1.34592722154271,1.79983130306176,-1.1987316254696,-1.59811777138868,0.157753710404676,0.497764369882051,-1.3679535231035,1.2131627750014,-1.61146152677039,-0.872868849214605,-0.903665961630743 --2.790081549919,-1.12769198859714,-0.273490048216192,0.427135583950763,-0.138052191617759,-1.32545050638316,0.204517490951888,0.00807996438080857,0.873147992195632,-0.151334109945433,0.662691920126894,0.025531163374852,-1.47426410381459,-0.572945239865778,-1.07931891022491,-1.82456247478311,1.06551172325407,-0.67382939098194,0.900909918637488,1.02905544849862,2.01854997251439 -2.67923280559171,0.122726540709163,0.970473861782154,1.48275386469117,1.28222155050143,0.551549025198884,0.080584562036924,0.685041996630291,0.634045487644976,0.709345168523199,2.04343702317656,-1.46042196996749,0.208265825914011,-0.155215707807969,0.017187041250937,-0.00535095613056256,0.870731959680539,-1.17847994560858,-0.668176464378218,-0.457905102964702,-1.19162606560834 -1.79627136017832,1.22878953420202,-1.26086084043226,-0.587682182737099,0.397304240226073,0.521174655217867,0.161185424281641,1.2517292179408,-0.665325269120778,0.899446791192371,-1.83185561795614,-0.050269592894342,1.06114395132708,-0.719917112845687,0.111235095860875,2.38165625577463,2.07993042152584,-1.3489611222755,-0.027154868848008,0.470822997304594,-0.803968135493322 -0.878477820666381,-0.587573018526151,0.421765584570519,-0.728912075824751,0.124466083997331,-0.914993423484705,-2.0123570587164,0.75417622640728,0.0447203703433761,2.13631372736818,-0.011074124328843,0.659730790102332,-0.975028042994696,1.65783893208263,0.131628596958308,-1.64698256224154,-0.684904055452381,-2.30701966920341,1.09888718637584,1.0783734650115,1.21353050828683 --4.7152905769196,-1.83916811346666,0.131146937070485,-0.164657963435614,-2.09655309464462,-0.602605722402315,0.705490064261365,-0.372697666474346,-0.3699795309175,-0.105787408848627,1.74858548487806,-0.786413542784588,-0.0884545139888129,-1.56100882172402,0.819503029451413,-0.251870533457184,-1.40420179822529,0.151566559016183,0.0970748611536404,1.14897702019663,-0.833443867144822 -7.35845170932934,0.497826138658401,1.67977350757796,0.710671673424085,0.51028218249126,0.612506717566538,-0.0152225778109458,-0.514535704207808,0.631860081200921,0.707049845750372,0.279837690119827,-1.27518151931681,0.939768384657973,1.8413795809312,0.69028051096733,-0.0682219746027252,0.0639446149920118,0.0993172547498289,2.33347179244172,-1.35459452764761,-1.21943400034115 -3.09091417068413,0.506481649643376,0.601614280051192,0.395802086761297,-1.00813100670217,-0.385851260385341,0.377454746411074,0.622132592674648,1.94405935294101,0.353781847663132,0.0876254154810839,-1.6380347113348,1.10677861974682,-0.853725278087698,-1.24572890036453,-0.0104055757164361,0.843547984254237,2.44930443712073,-0.129625488450778,-0.336927661693325,-0.707586679245833 -4.54125828274919,0.5236044051708,1.05261385918535,0.859359489891912,2.88103457712854,-2.88998754152229,1.67768686607951,-1.18641176785347,0.807812671072422,0.532179437175508,0.131002177428468,-0.733167566045733,-0.316244976061011,1.28394800187278,-0.4082337344278,0.0722668768184418,-0.474684658253009,0.418296860106326,0.713523523628073,-0.333909520426356,1.13848837017193 -1.04142527582419,0.624949908399273,-0.538860044908449,-0.841265152453195,-1.32510352240346,-0.617538999959588,-0.681763295289171,-1.01098005094825,0.572620498230126,-0.988048998757275,-0.803896700025093,1.11982901519765,0.324536928859564,0.475248625312602,1.03722690953207,0.64739773450865,0.231545675641826,0.724368615751696,0.917004417329303,-1.38149346048158,-0.19106896286881 --6.82274194759636,-2.98085477937824,-1.27421886788891,0.377480977506397,0.206621070512129,0.884493771536047,0.137998084735076,-1.03944276044245,-1.7426711854307,-2.07164279998041,0.533686326168081,-1.48754229394394,0.534225584541819,0.47718390980415,-0.50052976921323,0.969020542550043,-1.5312497781327,-0.8688994549723,0.762954357084908,0.810614347364906,1.60384015458134 --0.193708428279336,1.88692671930828,-0.0429205994562472,-0.855466377176601,-0.922330457975048,-0.360798957827064,0.439436368811475,0.702983288778272,-0.539512308874875,-0.168490527623983,0.332846867019711,-0.598547055578991,-0.260797835182622,-0.689388455097437,0.269319099665675,0.20549979800319,-0.839341961453992,0.564575348601626,0.378101444741371,1.92062780106259,-0.793603463593777 --3.72276170648934,0.459880260364276,-0.660352857640244,0.96617349034162,-0.278562723050547,-0.0838901329817856,1.08596672536841,-0.0592949536593215,-0.0245710501942155,0.0453162908385012,1.1046057097549,-1.26433367419464,-0.160797043030346,-0.992094260960377,-0.292484972332731,1.53539379907215,-0.77336472991868,-1.35671436375202,-0.953356490561747,-1.50674187219758,0.459050490568397 --5.02926138314959,0.391427639599976,-0.919449015166494,-0.595425568545258,0.186313649594142,-0.428230754158856,1.1902568266278,-1.95951797638421,-0.910990109638659,1.62299390165385,-1.11126394537162,-1.09067739733988,0.444552253447699,0.832201122231896,0.0880791724286639,-1.33370859636009,-1.43479122594966,-0.157230966367376,-0.631442808276544,0.641961064350633,-0.14866882970953 -6.71362902699985,-1.1872535150137,2.18523157821551,0.467469524694012,-0.244830018726295,-0.212875204586779,-1.3737562424706,0.381469460083915,0.362340451812943,0.291508261718045,-1.66479927628049,0.844302397391355,2.61662431090282,0.442503333183667,0.0356735650397122,0.290293459257514,0.114767473606404,0.4612558695538,0.793784891641268,-0.166618503075386,2.40933357938463 -3.20424644379449,0.444323559173217,0.640275410700243,-0.431225774333215,-0.034219810829424,-0.97739234142228,0.259755420566881,-0.633150702416412,-0.562721271610159,-0.565531351769086,1.6621333263773,-0.508819978159618,-1.66022456402155,0.550427307374277,1.28794329911601,1.7301317351294,1.25079649811607,0.039485251522637,0.848206000526229,1.31671276544275,-0.582102570020244 --0.771303379430327,-0.753943997566823,0.430147285049028,-0.81739800561732,0.57579784731855,1.48556877029088,0.411859394066988,0.287627813816385,1.68808641419098,0.604775186632562,-0.248249782545005,0.0969783350411589,0.947247023667002,0.664138606876566,-1.0912360330898,-0.0133138002925914,-1.4930086593057,1.01614010994726,-0.65418161308941,-1.58155231754692,-0.127047464930929 -4.51587483027811,0.211011423662399,0.226197787042444,1.68241883660282,0.915642355874129,0.630898623801589,-0.881945840909496,1.50739495650345,1.21832678400831,1.16116111830673,0.805656090155342,-1.23177861627302,1.36972628617474,0.210635526239621,-1.21565254096574,-0.868736610507705,0.103299850759232,-0.25167465637197,0.157921291846774,-0.389266758277224,0.861068668741778 -6.72911440253874,-0.136752079928056,1.03528773717584,-0.994935697298918,0.288501828461714,0.366767928459858,0.916436625260872,0.249756968090156,2.000951448909,0.864508610085632,1.63089751034506,-0.247494083412344,-1.43348185794922,0.243752761739941,-0.730375486029676,-0.601170919500211,0.52456229098676,0.286707484807301,1.50597703781227,-0.076619178459782,0.410573482067324 -10.4328919564609,0.0132439946545028,-0.297298681078415,-0.740759324874192,0.457262933873603,-1.04426710410716,0.516679843251964,-1.42643496212027,0.310727773939263,-0.141603053318455,0.793556120056718,1.74367185789954,1.54166860575043,0.615985129701032,-0.658553957430705,3.74722002268926,0.575359331789515,0.848048448391912,2.52212696184999,0.587311635014466,0.358953945963004 -5.77691416391639,0.680105587046662,-0.0782854704950353,1.850302715696,-0.31447785753701,0.425817625596008,-0.269867562246758,-0.499696445991984,-0.952825134082429,-1.06292633749179,0.609804834343219,1.2664071557161,-0.172139745272979,0.190379969240971,0.759828372926883,0.853833258381969,0.337769622899225,0.437821789007033,-0.854446400766594,0.483685426801205,0.131805306239791 --3.06778081654983,-0.0557253665068746,-0.739044018081149,0.0063134524180002,-0.520811639913426,-1.96461799631488,-0.703482856378413,-0.255616159366015,1.22883451994599,0.684906240678448,-0.556263969357086,1.39568448212763,0.0324105737782572,0.26801581632874,-0.321475816637137,1.4908224857865,-0.0554028061132198,0.651937214777745,-0.876633544807902,-0.180870933789514,-2.70531970595976 -7.78705599714999,-0.499098018560668,0.664912164808967,1.71721464122152,0.227290556320095,2.37048865806318,-0.301085376669625,-0.78949576755175,-0.848666096510897,1.06096908318625,0.11999992601281,0.261443307834524,-0.497726168925019,-1.07080521889156,1.33484473790415,0.110250689967618,1.0573295880026,0.961014962825493,1.84227408318732,-0.720940905751202,-0.105617800421483 --8.89443933965246,-0.826927163546657,-0.23335249612067,0.365513480492853,0.659022443496837,-0.989112274562835,-0.804133333262878,-0.0310596944534773,-0.9291789228789,-1.13410841623976,-1.61777361492593,-0.787876442636552,0.278915127342227,0.207405753971672,-0.969407070508389,0.242516448326105,-1.62075759009642,0.22085162129668,-1.36391782453272,1.27541660881211,-1.3242524746014 --0.75481372357315,-0.289831986973819,-0.75742074172919,0.969457012051314,-1.89180271306415,0.509972974040294,1.15655398204688,-0.158595546447682,0.197346513588084,0.0134409466464163,0.613524403828346,-2.13746481867582,1.68412501728258,-0.281829194692843,1.32016847939861,0.344047261415653,0.757555860716443,0.386796488782663,-0.767851243106078,-0.56844096304671,-0.892647965659084 --0.462657503337267,-0.492539303928673,0.318119077804069,0.682129590083383,1.17901680458238,0.18080313998955,-0.710339255560352,0.782871255583147,0.86696600941627,-1.47391879709916,-0.276769624940678,-0.186391301034992,-0.988693422009514,1.98982025527439,1.43740211670753,-1.92740502429252,0.9269143041786,-0.899814332953467,-0.909814795705783,-1.24372650185258,1.13422576135529 --1.41380786546971,0.975110148653936,0.312676638769652,-0.95713896449309,-0.601287161837589,1.21774675928823,0.166527661768893,-2.17233123735909,0.0249602936596534,0.112489448063781,1.32855075034242,-1.10093658148437,0.125770455808271,-1.26672352746353,-0.0435004664732424,1.48243608944581,-0.76588872159053,-0.213390489478341,-0.548974759305159,-0.314178093966433,-1.04045117849847 -2.04888088717737,0.0979594208690554,1.92958424170173,0.116707065486659,1.23179263386775,-0.445479670949585,-0.32963929799424,-0.697824855563499,-0.296382748332156,-0.675393835936609,-1.48806470891294,-1.24281382456385,-0.354367640153746,2.12053846268776,0.954679615183785,0.0345450658423277,1.22895466877655,0.23340112249783,-0.196803360178631,0.17144451305098,-0.156847961413728 -3.57256994731828,-0.497160426252782,1.21116802644776,1.31148621978866,0.537837792250486,-1.44637809220868,-0.704236756655543,0.450782029434101,0.50055237694916,-0.231778057690144,-0.227752236773344,1.37421385809975,-0.175076627567464,-1.43502578850516,0.249524577235563,0.590474885905503,-0.297845910425844,0.00300823181368056,0.340008894688683,2.00072508914751,-0.0571889929394129 -5.97716411664264,0.423245237953249,-0.22823173641098,-0.177502173470431,-0.191983986229545,1.82619561174154,-0.368463824357867,0.00992295830636082,2.18150869897956,0.927914208435699,-0.171531885808907,0.406184618165351,1.00480054272703,-0.761236424044473,-1.65238281458965,-0.159037114504717,0.386143694522289,-0.456678222549467,0.360420788926734,0.880942926559239,0.965628922492517 -3.29714111519888,-0.519233144848389,0.840617395603255,0.109105820960396,-0.433825921090927,0.761740909301321,0.789261730070748,1.93009233880162,-0.353249531983952,0.88410013867818,0.836022214125166,-0.334098281596079,-0.407708986483838,-0.243236746653509,0.120722605117522,0.461740291530601,-0.186156306894975,-0.244827503185803,-0.0610320442131546,-0.901120308302121,-0.576658305743387 -6.55837381062256,1.91911143009573,-0.0181113610483537,-1.12589784485946,-0.465246428050669,-0.886503662965932,1.50890276304545,-1.24209729756562,1.60653047291595,1.3682588966075,1.19047648938152,1.95319514545549,0.671355470787724,-0.780301181142338,1.96059247580517,0.263405016788002,0.602460111888023,0.778698989542463,-1.9167242788637,-0.558185042979678,-0.222104431133412 --0.258770102358218,-1.24473834900437,-0.525203905301292,0.0540527419072777,0.667631508467701,0.56474868657366,0.53802079833076,0.325535904542088,-1.25113291862996,1.1800688918018,0.654877887479245,0.00648131218685608,0.747503461855294,-0.0117620006539526,-1.58662311382335,-0.0233977893665264,-0.743712212097946,1.23660487320466,-0.11105374800417,-0.763842265206432,1.3171927929699 --5.92057245252181,-0.160439995770294,0.378142498990971,-0.103787554493765,-1.4973032024571,-0.641709846308601,-0.805271823938738,1.32877259629216,0.0440646513260905,-0.149859359694254,-1.02537246865538,-0.0633299156375416,0.954156823217426,-0.742257393388513,-1.59187799058711,0.402995283889443,1.41326552617976,-0.0854490288347732,-1.03655937095942,-0.343794628310519,-0.941821924081309 --3.11427381974067,1.02158087612774,-0.417903383503862,-0.339479965542418,0.253396914377368,1.08053768401144,-0.553418790883406,-0.0854167971168985,-0.0491375752749155,0.982649143857637,0.899662287756297,-1.25012062487696,-1.75425512576793,-1.07152520186605,0.465530295547716,-0.0882689570580922,1.09546736981421,0.460604206402648,-0.894062624500035,-1.43692007163279,-0.326067311745869 --1.49832679707762,-0.632830864851566,-1.10735575727233,1.8708678781467,-0.532763872151812,-0.493427635190254,-1.11082833199513,-0.900846185791974,0.25795470585392,0.738931022865349,-0.930876141263456,0.0970072998295317,0.871365841790285,0.0756365511672475,1.09517082454182,-0.898458280651292,0.00916395360862839,-0.594015719830023,-0.27184728791395,0.209112958890167,0.430930420750771 --0.389786009369552,-0.203434845430055,0.51144319044488,-1.79429169361268,0.800302758724631,-0.997504707584059,1.66836338432942,-0.04107160672277,-1.21156800447665,1.2957761644896,0.402095393428686,-0.225948680676053,0.347200751307469,-2.58775943119697,0.0116389142995039,0.0336308451384483,-0.99815629259526,0.39937606859569,-1.31597875073346,1.55448903736258,0.363835368986867 -7.51076756246718,0.411278203793493,1.4443434365775,0.0864455714351108,-0.878765813107838,0.82025087004148,0.598581627186108,-1.12793724085347,2.34036222176267,0.659281681575511,0.296315628526159,-1.32903949888757,1.59087579957121,-0.59920941322198,-0.0671812704780467,3.45960839717375,1.00988668760544,-0.420438008148454,1.08413114904965,-0.490488601933391,0.165676995824879 -2.33338915389843,-1.01458042114401,-0.646279295845295,-0.733223685935472,0.500648811541884,-0.551108423799172,-0.872100505647102,1.20533177150673,1.74925299497916,0.636215155712121,-1.00838671660576,0.451066128785861,1.02046105862714,-0.586133242189389,-1.04616807267357,1.50998367031224,-0.276532700452537,-0.768130276505993,-0.0555715436627525,0.945469288213326,0.439176591015683 -2.51162705480548,0.99828767052731,0.647030307884937,1.86152483098183,-3.37455107977948,1.13063739690803,-1.23071155962213,1.29717317678926,-0.525875971730923,-0.0638746365762464,-0.276233898156522,-1.3231154328126,2.36986878007076,-0.287253433441401,0.158504188851517,-0.206741289244756,0.144766822257395,-0.752913892615627,1.03390295624019,0.533069546551793,0.395993461678134 --10.3902712148568,-1.63228990465595,0.918615528362116,0.637887731262675,-0.900984327405528,0.447131040793865,0.369801044213032,-1.68951587446704,-1.41489236122512,-1.45419319591145,-1.07472522158247,-0.904552362188614,2.37481090691571,-1.93500150772535,-0.528894403651538,0.405757788833796,0.492164653938646,-1.4605865242262,-0.0935622904622157,-1.4828922244913,-0.685899857686971 -7.13100246832245,-0.234161211897477,-0.417027784473859,0.457847197407722,0.384591613382371,1.16914122809457,0.46058879722282,-0.281215274403472,1.70174592286099,0.523527926056335,0.159633245239396,1.49402452190697,-0.618919576462529,2.15450231143422,-0.892748637912741,0.737197720988901,0.8611658075506,-1.70197588926786,-0.26911701654143,0.295051661640452,0.114841099664 --3.69627245090181,-1.65510950148292,-1.03799554596124,-0.84223377086521,-0.406649903252585,-0.190106517076156,-0.0957259009282182,1.1787858592932,-0.025606648549022,-0.0873157503159542,-1.15138601089621,0.073639837770112,-0.273059447159668,1.06826326653596,-0.8703093120191,0.666726806625628,-0.223814366273333,1.52440465077146,-0.13922414547915,-0.337933965480763,-0.989346536175229 -1.21372401463837,-0.833470788453693,0.937951393778645,-0.675195314632532,0.596469191265321,-0.957667394143628,1.19456871163445,0.186458438660003,1.27949480110473,-0.234452679274996,1.91818562055491,0.928069674759674,-0.306873748436341,-0.955775781997101,-1.6499384055993,1.05409452569011,-0.0613649571188897,-0.184561920277428,-1.99550219428552,-0.885969656651648,1.02481803593844 -1.41002249820024,2.30888335087111,0.377091542808007,-0.146042273078498,1.44959703818046,-0.710909936075596,0.101960228436537,-0.325841668736691,-1.64714115147035,1.16771854137423,-1.57543715272497,-0.634141095825883,-0.873942163082236,-0.830259129572493,0.237837386668081,1.24143422759287,2.22409219072521,-1.62446989993327,-0.0662272060952968,1.23519906216714,-1.3032929125022 -1.56673409959725,-0.263555628832857,-0.25193691317126,1.06002590132235,-1.19127198386499,-0.541825554331629,-0.788825385167144,1.29838436570273,-0.674665781053583,0.184807598103627,-0.0428001665474563,1.20498444066247,0.990621860704761,-1.20314523052017,0.497720347873029,-0.00489663501218488,2.07520909020242,-1.63033777542174,0.992906870675738,0.804323679410317,-0.0847485947560777 -3.42617754759069,1.99710850259121,1.7961911860727,0.489600626295136,-0.921214793899508,-1.98624046829804,-0.901723284980681,0.671086970744542,3.18639419441413,0.6160599218384,0.95350761157554,-0.187762696170842,-0.961335416126583,-0.0478703659451691,-0.261908412327929,-0.892210594003286,0.572886444398287,0.231896875702389,-0.562641100906604,1.47393299441026,-2.36042344005983 --7.97887265043979,-0.242841971658977,0.117445011899902,-0.459687791329366,-1.67587751120422,-0.440329755979987,-0.911642406831549,-0.376562250988078,-0.680218117222288,0.825838428362078,-1.75962067809523,0.47695747766763,0.286088505247791,-1.71500738016912,-1.2293176982073,0.886544959803565,0.203294647042196,-1.56199803411482,1.43242544628281,-1.39496588341408,-0.249621095514939 --3.68268210071069,-0.554739546378118,0.951914972903084,-0.670238117123001,-0.0925201201316756,-0.0966060324232041,-2.72915149917091,0.617680247538109,0.886426828028072,-0.186845192362133,-1.46303086270893,0.923629111284239,0.224379272085429,0.556410240653296,0.134708820659546,-0.995995423627427,-0.158573468630722,-0.632015030484468,-0.927003031225601,0.351777038748734,0.693015673860479 -1.11313482040856,-0.52947657549752,-0.423722649675002,0.705153497165734,2.60451703159169,0.187522721280863,0.79886319460913,0.939304074592251,0.31227824194538,-0.117681718252744,-0.706319567725254,0.654921387664835,-1.4025704454567,1.17646403744636,-1.12293990716321,-1.28914153697166,-2.1042585894559,-0.154564241230862,1.50077615811593,0.294668420972936,-0.675965013201804 --5.54716534435675,0.704735648559801,-2.67608352977341,0.705542228836229,-0.46407527217944,-0.394222894203709,-0.109000686028859,-1.62880096723135,-0.0638526333530333,-1.77940356321149,-0.778690720930702,-0.0390939883064844,0.933308842598702,0.688726360123164,1.78375334618724,-0.0654859443741794,-1.06447093826941,-1.36655708439121,-1.27837547401508,2.64345130222546,0.145997846119413 -1.02469438594801,-0.938885792890617,0.813369580610122,-0.656390245366461,-1.15028382117569,0.0698942657455853,0.0274367472922351,0.530250625946029,-1.19700484109946,-0.273730445690505,-0.548548608042618,-0.109125724741609,0.973843219517137,1.26783254662264,0.264247003474091,1.18161004573024,-0.337137374595723,0.0677237931895774,0.64309573843941,0.784980008053908,-0.732868760513996 -0.0120774469570515,0.875266133569224,-0.490311084328603,0.101710455402978,-0.830172316947911,-0.487952268715006,0.521399812369854,-0.0696213965004418,-1.03611650349254,1.49606488871178,-0.395175158205571,0.0992199411302696,-0.353873559619538,1.81342213494886,-1.83138688739923,-1.47489140098366,0.142401401654322,0.251584634545663,0.39136196210483,1.91762947202991,1.30172031191191 --3.99654938397716,-0.744367045365983,-0.882038445011719,-0.9259364704168,1.10705860871088,1.31529596594641,1.54695871505486,-0.138770686181193,0.540937381660406,0.152314644884375,-2.17172681411115,-0.904668327286397,-1.90939726725573,-0.0644179726001874,-1.77029220227065,1.05938420646988,1.87828071868967,-1.04806034770477,-1.47854343399627,0.818688737277826,-1.68899262592886 --1.6992817689995,1.72907281236682,-1.34697295057506,0.37188492712606,-0.649360083725739,1.45608482938957,-1.02359036316091,-1.20900796673367,-0.115165024316233,-0.0468818443002279,0.482392826243465,1.04908415142217,-0.69061408086696,-1.14961167116982,-0.92149551742419,0.41352934427359,1.69364530401325,-1.1758978213267,0.0334335520827142,-0.6444777874737,0.346948636726833 -1.15197882229904,-0.814992277673091,0.522503908051668,2.20166525263108,-0.873528671428044,-0.891624052360306,-1.64534933217703,-0.802437620977623,1.8733028424269,-1.07650565126703,-0.690086285654836,-0.9395392215878,0.431832426033988,0.172841967096135,0.884991529387921,1.5336234500842,2.00626646674404,-0.00655074347589314,0.549234385122244,0.247912788345367,-0.684254686575305 --1.53909445396676,-1.6902329841028,1.00391961990922,0.00324218636575097,0.374795611201771,-0.724174165901022,-0.252388191333662,0.164706758570349,-2.38390608321932,-0.233649875899616,0.514313945903555,-0.149050941649757,1.13249730659463,-0.235752780894668,0.689053429706788,0.92398749736557,-1.13251971380967,-0.612461722703964,0.159670189412463,0.912666288430618,0.215509578979166 -1.24413153261372,1.4909444628374,0.758888937657008,-1.17573879028541,0.0312263225237495,0.366155396706572,0.620460818499468,-0.132145070442125,2.04275695284698,-0.236570234292824,0.802562740881708,1.49821980316159,1.38101549126804,-0.141276691555059,1.3526969336597,-3.61512246620774,-1.70878392082846,-0.247025703394653,-1.14155904834333,1.06910593560124,0.236179004787816 --2.3752011369793,0.703633074954809,0.477718710581304,-0.142316188301768,-0.773968752077319,0.305110780596847,0.823443104525953,0.103713822587586,0.205130841932503,-2.54362963585524,-0.305916789310111,1.16996617228335,0.936709045040012,-0.076708339214467,0.0367381874369386,-1.28938817197433,-0.495563467433123,0.327484739280465,0.459265041002808,-1.60923836874528,-0.340925032704651 --1.83712832169959,-0.962693580057455,-0.466730208179082,-0.581085262342228,0.415099409195554,-0.175048634020913,-0.0354918960021387,-0.0520638605414188,0.508119695265013,1.09754767756837,-0.390254971295848,1.08188807845054,-0.0231376114464532,-0.510281091507269,0.496825030679102,-1.37030100648113,0.3224821989336,-0.799874242103069,-0.0565156421296049,1.04987163325559,-0.838675710407492 --8.43109248073661,-1.19753699209426,1.18652417846091,-0.211982238467236,-1.55518807897285,0.763527183237584,-1.17229157423792,-0.0361157562449303,1.16733869057262,1.330142111154,-0.313173117227853,0.967657811048662,-0.132240321059531,0.485275264691771,0.35828096390011,-0.456327169801101,-2.01135373175513,-1.49360146379734,-1.60751954691903,-0.652438253882975,-2.51704959784208 --2.08608801955135,-0.00087742278126087,-0.561966721100338,-0.311589757024866,0.126533471012295,0.609716487704115,0.449213110471049,-0.284511527440171,-1.90132515603724,0.397875684213295,-1.47492252504308,-0.576757267612864,-0.0435942109917363,-0.292362674069594,1.79736606545718,0.151862031580363,-0.00741525503642792,1.51691037592731,0.18400491309668,-0.871307490106451,0.622780539005851 --6.2405428576658,0.70100820351679,0.559418100150275,-0.036618812998555,-0.258148473370822,-0.855192533579885,0.33248589737232,-0.940742497087444,0.0531751927176998,1.315305039146,-0.131345296012507,-0.165736218715162,0.560056185636477,-1.26683477299833,-0.460381469375112,-1.14255019003742,0.594818428995326,-1.8344334436616,-0.618614939363938,-1.58252557113326,-0.518177147748599 --0.443759389430809,-0.247341223656038,0.114499919323831,1.24299702573133,1.26573827764788,0.577569837455746,-1.65735362333983,0.437673314370774,0.918420720677037,0.846641773095405,-0.108257307900461,1.29279814282611,-0.161919363312026,1.50338235958239,-2.87111315819483,-1.34148169317686,-1.69126980442572,0.561341907344091,2.12662750074327,-1.19143476471499,-0.896774662889251 --3.89212232916011,-0.00627671028705999,0.349846764191119,1.21391879175721,-0.35509246848755,-0.456000814317529,-0.530892128791655,-1.6613435662739,-0.53288728896718,0.0119299004558068,-0.685828095621575,-0.345327947570439,0.634349652270281,-0.42590560661311,1.33350934468257,-0.25317643391513,-0.6408566488782,0.0874423683026237,-0.255523964116432,-0.0518075801532572,-1.22097662989157 --3.85345379381439,0.144663709532657,-1.21915882049829,0.317730836409779,-2.48022303081649,1.22548173934626,2.32096160596006,1.59946500448318,0.453635450505682,-0.398920081608718,-0.551272142974669,-1.39185148456885,-0.268929992827363,-0.553809567103696,0.283339355869493,-0.845764439476831,-1.09246310573293,0.701711494844114,-2.29823788905577,0.838910360587724,-0.492231112498215 --1.27518468941998,0.532446118204135,0.33262976463278,0.761347419021246,-0.684300070078046,-2.71656731723483,0.281010550279525,1.30503578596718,0.863733346008651,-0.302623895061069,-1.54720859870335,1.22947846688132,-1.22097927190249,-0.280318127760866,0.798068337951155,-0.0220625079597221,-0.859864099298695,-0.0665953892726642,2.49862673551908,-1.25083334313843,-1.26507874835654 --2.30113656720958,-1.17603585159241,-0.32780177645505,0.669714985545435,-1.33698288901966,-0.996998474632976,-1.23049267929113,0.608748137522777,0.745620257096168,-0.150548973790484,1.93444020101545,0.845085866864232,-0.475623577933339,0.681720002556795,-0.367662028356942,-0.687246154299874,-1.62341582892984,-1.05889247820824,-0.183235680608869,-0.358893243578762,0.995513409004417 --6.39764706795209,2.48365406783546,0.527789901679229,-0.347804993727519,2.75665788585852,0.239561296094876,-0.894923042304097,0.986659244741971,-0.969496386056745,-0.61889037570603,-1.99354122444325,-2.04560955556081,-1.73318695489081,0.901496220323526,-0.264406416111229,-1.9954553635732,0.20391233279907,-2.01777057446429,-0.0494197643446319,-0.794759678043211,0.0254602832148333 --5.97547520097794,-1.33166906271364,1.11237988289394,-0.400069510057045,-0.0620037253714048,-1.59556397059329,1.41394023354376,0.457150240919749,-0.251589684457968,-0.113668820530181,-2.9930792928566,-0.539099416144592,-0.103184270211768,0.0733381973520936,-1.56004936207441,0.426912872035917,0.533295154872394,1.07962846266224,-1.21809336879269,-0.660144425923254,-0.460162319005383 --2.41097177556372,-1.36076832950042,-0.493471128305632,0.763845679338333,0.155477604424063,-0.914781663090319,-0.400027659128915,0.778389785881188,0.166564026797662,-0.0446921690481158,1.10278649119321,-1.31028026434881,1.44406224318497,0.606960291260923,-2.20476791083553,-1.12732119554049,1.83841203686344,1.01163376895148,-1.06943699575522,-1.31339832410499,-1.01746545625789 -10.103448383041,-0.235092456332526,0.644119383595946,-0.116860985895592,0.258124290856161,1.34039235805744,1.98872733555069,0.925368367492132,0.220150970876665,-0.230660539317288,0.792875002359642,1.35601029137274,0.459959821045208,-0.885607748148775,0.354432243902068,1.33159796574272,0.930942301294717,-1.23245551405299,1.93645655398885,0.896507019799684,0.798082586071042 --1.06733594291308,-0.0895549823928592,-0.574898756840574,-0.612182132698342,0.537746864795106,0.218804865116858,0.577695225648258,0.621176233782022,-1.76976378941347,0.0722143627328726,1.02976921371819,1.08224097878986,0.925378473040815,-1.43649638748466,0.21921434594795,0.246052317496927,-1.12862659129491,-1.6988524345037,0.147350208560616,0.216769856918086,-0.238355390850067 -3.07638192777157,0.200828737729833,0.00771094888868792,-0.393182926009979,0.311716124494932,-1.50823815649929,-0.0563440559334281,0.782202124263816,-0.699095452362952,-0.485393905992844,-0.500248483028548,1.81313302395045,2.34411512198491,0.976317174701283,-1.09129736976362,1.20175301767938,-0.229458737583569,1.38672575622256,0.454774742865452,-0.210744047576842,0.520540275118123 -1.50363290166501,-0.265365341873434,0.129292413351798,0.315797372836909,0.622336151656156,1.84760716205047,-1.96737586025012,0.989779022116802,-0.78162943457277,1.01249972855614,-1.81024085171547,-0.274901147294297,0.852301676039532,0.0265673013635594,-1.03934503282573,0.322927429288684,-0.271634002966174,-0.354627052473912,0.467850021015239,0.420671495252834,0.00520000457771633 --2.68217264758797,-0.110013783091227,1.043305214867,-0.165589336084004,-0.941836121643955,0.94737529489326,-0.0966928253098046,0.210672499757784,0.037003755827935,-2.53499544914015,-1.22353220829905,0.0960655989065132,1.10704564891734,-0.435223391021463,1.19654536810234,-0.353533882950085,-0.612293087360311,-0.47912099252595,0.200343090896792,-0.112657478605958,-0.691005189193425 --5.13327561206743,-0.213782822034777,0.705790499231181,0.331412570935706,0.725036530490845,-1.56070595612647,0.404510033622954,-0.803137363888749,-0.798856803467887,-1.58590315430354,1.8654190452724,-1.41078357586873,-1.29395808934837,0.186116869239945,0.231921089086014,0.417561284585375,-1.04592716019324,1.00209031474003,0.0898859249875476,-2.11098996090187,-0.801510477840175 --3.05986200801842,0.755948255241542,-0.810465125856486,0.413242232489897,0.418874014843813,-0.240015780812959,0.229211940000566,0.518354969013987,-0.605863341526312,-0.643758627430628,-1.46430861923939,-0.582462782751307,-1.23834991510664,0.251854752403164,0.334673633136767,0.950731035171731,0.616104889794286,-1.7976030211174,0.450246893943634,0.768651579737214,-0.461662112767602 --0.659675805932604,-0.155226372071595,0.0495612922710824,1.65524595029183,0.603729513822926,-0.19931047256497,-0.33495626682915,-0.306255251634798,0.47376394209372,-1.17352146432768,0.592743392861331,0.480714780066343,-1.09246520888456,-0.0301884459511656,0.119404251914316,-1.21192180737749,-0.541291514106374,-0.673453248836906,0.576882210173778,-1.69135848190461,2.22473436663952 --2.65883373866213,-0.253006698924227,-1.43329844870587,-1.61896288301505,0.777538781612161,0.417060080736472,1.11927529261875,-0.409628760198494,-1.01731414496358,0.0099862216243868,0.593703298109756,1.39018748703436,-0.277652241359362,0.226703499042209,1.11782042117039,-0.939552591187019,-0.444291755746445,0.041081560231737,-1.30288601517676,0.726887833763485,-0.938428518053778 --2.87160135059343,-1.65130354378339,-0.366188928582747,0.620111360241449,-0.407683960578679,0.732551064616681,-0.739504487882081,0.533861569702761,-2.11252617339703,0.319270120507121,-1.55116463323546,1.41925607315552,-0.440243248147378,0.615203411124525,0.648989095343139,-0.848454006205512,-0.631175177566571,0.795477907461963,-0.332370312206468,0.979251146102899,-0.49785273898565 --0.308272626345735,-1.7595266794624,0.140392699225585,0.450707871194716,0.169130731924143,2.57891622594925,-1.87648790597877,0.522523322433246,-0.466349792127725,0.350960053138375,-1.20761711344397,0.272598739654007,0.445274961449415,-0.34908564462578,-0.133402922110967,0.356836051361209,-1.38553700478667,-0.612544499342038,0.473391578397658,-0.0861438732453136,0.778723107228256 --16.4937959202668,-0.392785997404055,-0.545419692127589,0.235279592267181,-0.81856444033201,-1.53156529338533,-0.678877114882268,-0.264404771483565,-1.26604797574713,-2.21456130755177,0.0346060454242849,-1.69185682556113,-0.858236326226238,-2.68768522601657,0.485412979861473,-0.0939395478187411,-0.192290332727812,-0.87120079302367,0.952991192436292,-1.45809396184029,0.119638212777955 -0.716162020917839,-0.936514737913993,1.17931710487164,-1.28016782289109,2.52192812355828,-0.193936588459182,-0.462063683345537,-0.133804372244944,-0.316669415634002,1.10963439134265,0.422993917550733,0.0920901437385171,-0.124174631134535,-0.744774964614716,0.380939000422751,1.04847847861022,0.732310752044641,-1.19929153248197,-0.491927163001927,0.278836052316359,-0.486340720023804 -3.19226709723389,-1.76524039239768,-0.392576369083677,1.8308150390139,0.509009970265432,-0.00342167716769515,-0.408510432228962,-0.397075309417297,2.26871529080755,-0.0179736509679586,-0.188764998352354,-0.960702243735734,-0.50705968133928,1.26954857501008,1.84110355353857,-0.0014106299378863,-0.647673532144481,-0.759859411080841,-0.991698569514881,1.11219523036139,0.597368605634267 --5.79064331087698,-1.75931144884997,-2.11637060806445,0.772120806975792,0.142062085056935,-0.60215819041386,-3.12014541255354,-1.70803964061039,0.403079353450395,1.59648146582769,-1.73445220590167,-1.55294587377529,0.95649788798003,0.0604251866075025,0.5582471649219,-0.482085085136055,1.52336696635924,0.794875870633199,-0.296160631513651,0.870303707211131,0.494799894820541 -10.5468605239153,0.722482194517329,-0.272071308507575,-0.76841268318723,1.74899209709083,0.983201194206602,-0.430062425391055,1.15713191496018,-0.023365672911694,-0.401705770885289,1.84366841292437,-1.47920728543046,-0.371719704691573,2.01427157617246,0.808333537673235,-0.000748130492138902,-0.426105340113119,0.562043161096733,2.45190969838925,1.17642465138201,0.157872791478905 -3.26708791561303,0.105902985199033,0.486983766834652,0.0500539989475185,0.532804234794219,0.720960441391346,2.16219707671386,-0.957668578673097,-0.0232672902522451,1.06241597496988,-0.116765133333798,0.742568811141313,-0.0252141605684638,-0.895448218516746,-0.760600039201048,-0.369161275927046,-0.0836685565905755,-0.246564287606148,0.599481148316421,-0.244738478002117,1.31226510534836 -6.58804379261949,0.390137002841739,-0.916357907389771,1.51047247847178,1.10695690450668,-0.445307637844874,0.700758208523282,1.94448749766649,2.04610158503201,-0.739154851689686,-0.870071044088315,0.27417388863666,-0.352854885053606,1.35812948396201,-0.367313492426282,1.12930751840546,0.95727297785482,-1.43112051052903,0.622435555297794,0.923981549780648,1.05811606751687 --9.91816028601756,-1.64396343819755,0.0807239201292936,-0.914731222367152,-0.767759021572483,-0.0320249718838998,1.03588313204058,-1.48971904157306,1.35307625845606,0.49074899655698,-0.821635034782813,0.0583163739513272,-0.806196998488805,-1.21423069258667,-1.54436545608725,0.0438711654266986,0.681172273718318,0.338024210179661,-0.347341440457648,-3.0935087949586,-0.816960143959462 -0.157139555543066,-0.65481462110254,0.902773993167692,-0.37334251566177,-0.455581801649576,-0.342098893002371,-1.87534487069266,-0.740875923110482,0.593440336957643,-0.200633563366197,0.27502879005496,0.27916264593831,-0.77356102714941,-1.63443197388759,-0.334267230148307,0.0850920282280321,1.97187950184962,0.498966284524491,-0.681555774298585,1.99746853633709,0.933700344258734 -0.13057914891441,-0.0891427482546044,-1.08505216780616,-0.808124174720621,1.25330368372625,-1.64991939434274,1.90704719608077,0.918972247757046,0.203848365289476,1.5684025111738,0.71759193498378,0.911879048120538,-2.18520300532031,0.355381321188883,-0.431217759406103,-1.01367152492098,-0.246974873009913,0.170994515474875,-0.791152339310586,-0.0406124511785817,-0.474594214116563 -0.91686795482495,-0.689411466799491,0.712269361658219,-0.440725009980622,0.743409397879595,0.67292836890898,-0.384491700466849,1.69953290968728,-0.433394187425708,-0.101956442387672,0.922460195245757,-0.854773177308466,0.07680145537848,1.09399861233122,-0.164228167372182,0.199925352985594,-0.637974216905133,-1.26353090412244,0.344140378453275,-0.652824294565387,0.397222363436021 --7.04538380561417,0.142398384504201,-0.529710415770841,0.00830787561166483,-0.762321968716446,0.599913675200355,-0.903200023153538,-0.949378791241108,-0.179054172432401,1.15947004640465,-0.665301705868588,-0.862324801634551,-1.98862708586233,-0.614878662392763,-0.717550985599336,0.699821006672417,0.743699691552794,0.484470230508367,-0.41711948775152,-0.768619049179133,0.0986211776368693 --2.25207321296995,-0.536689121341316,-0.855603823813161,0.699967909232212,-0.615196338754548,0.47742802922227,-0.624488666239411,-0.705149827547991,-0.651283639637266,0.315232231824847,1.4404157087006,-0.26322152560155,1.2813929462813,0.208248110132997,-0.374973642292367,-0.198656199877353,-1.61631272859055,-0.850590449704407,-0.102259511559679,-0.543276944949471,0.13359234861185 -1.15496835106957,1.41958899878053,-1.82032332434798,1.99951283516437,0.740985522241543,0.169005832474129,0.210896855730346,-0.799905521429296,-1.41607011543916,-0.912831774759155,-1.34371243444004,-0.910167738058859,0.855592835906922,0.716170561316241,2.59739727871666,-1.28437824800685,2.35028689382728,-0.148706014107993,-0.856662317942909,0.445854980257289,-0.883221452717017 --3.25175847667405,0.525737567405204,1.31866420685163,1.06644503131165,0.0161886017547706,-0.825152762541188,-0.799215772861299,-1.16278796292834,-0.907794344791521,-0.337085044697308,0.41776898925692,0.81813853407232,-2.47940750787582,-0.425554665166862,-0.132164263041549,-0.609658589321631,0.344078081420108,-0.092136525496641,0.162361236753679,0.865179782969997,-0.247862286285066 --0.291016583865102,-0.360002448360396,0.474162279154413,1.48666180882465,1.28234722990375,-3.21667801608561,-1.50836380688732,0.480397820470259,1.47412535846785,1.33045179972285,1.91663930188955,0.0979725624340297,-0.0680571298146864,-0.16035057683064,-0.346639689448573,-0.573163850030894,-1.34074659969065,-1.20950945260478,2.00065101428332,-1.32776547817831,-2.15594358913175 --3.58003358394908,0.42555486490149,-0.349183518000472,-0.670958287734367,-0.12351711312114,-0.955369895241203,-0.0468119132565319,0.542328016056274,-0.643458135215123,-0.186355818483932,1.11097624288744,-0.261140082258919,-0.756706360650913,-0.149791419481838,-1.88755807391417,0.158455895711848,1.01212755461161,-0.497793311129668,-0.162976267841629,-0.239959843112156,0.393468936779588 --1.93153142355707,-0.411289830351588,2.08910737995865,-0.771836802106105,-0.81596216137085,-0.100989863266715,1.20124633113565,0.790477358437298,0.0850982218561638,0.717798255610273,0.0629376472224862,-1.98031489024574,0.276487378512901,-0.157973102263515,-0.274502157434601,-0.893710074478157,0.998030528754047,-1.46844960233857,0.786485848584306,-0.153576778494942,-0.917004307481532 -1.05182326761422,1.07092478679444,0.299465980822352,-1.5800967465207,0.294705424880434,-1.02740706701523,0.348921339976994,-0.108785664314838,-0.0915715080031803,-0.0142850199027213,1.63338729763688,-0.30722612294718,-0.582921626658276,0.927195273025833,-0.0655558061187087,0.311342038513658,0.792674486640199,-0.704226729390158,-0.932318567654014,-0.223381761514457,0.409350983251633 -8.79899986658198,1.04682217393927,0.944871485957918,1.15475689417374,0.674196357734614,1.41391894884267,0.923282162274199,1.55146495984569,-0.33013922306349,-0.0300582714048617,1.83244647171257,0.157424398686402,-1.05514039051745,-0.64564700414843,-0.895926962129011,-0.686463525288903,0.386823870645384,0.20351346152656,1.4174541892104,1.72154755072881,-0.567558361116497 --3.80463208274181,-0.360574316378937,1.2531105002526,0.277266965887284,-1.25331000324105,-0.289557093191688,-0.107864132299217,-0.566458560824338,1.57595885111898,0.209583089349108,0.365546799036742,-0.855145582850613,-0.301381849821994,-0.820218105876604,-1.06081491450796,-0.429538290292448,-0.971191303211746,0.857252886112592,-0.134474664576263,1.05255822162323,-0.928019495401827 --1.90228018864961,-0.246120555230647,-1.03785742271128,2.24028529323321,-0.0783889821454947,0.0973102894818641,-1.20828668075616,-0.577096564012337,-1.06732951105355,0.926753906006811,-0.898351895418721,-0.091921094403029,0.8708623063946,0.860487657871337,-1.15263570782208,0.490328665626088,1.2917275345187,-0.128261825508951,0.504487059087668,-1.33290478126078,-0.907838682225132 --1.49862056420908,2.6328439945096,0.321358553764002,1.147920948271,-1.5940495956943,0.63633928514523,0.938688716023896,-1.5025770010488,-0.430865362566637,-0.3708439088942,0.615997079990938,-0.105502895505776,-0.220087300197962,0.485914927887262,-1.37128264008642,-0.0807541682993792,-1.30393866506453,-0.0178876908506058,-1.70027757922193,0.791908668652127,-0.474448745217672 --3.94944459413818,0.0828732141075895,-0.156646536728179,0.324121090695425,-1.82617430137466,1.40159232986444,-0.958412645981413,-0.69865415391072,0.695179728238031,0.563839272559652,1.13147311176108,-0.895922788360057,-0.908248234924951,-0.447389670198993,-1.20161131470336,-0.226332189870883,-0.524982442597378,-0.178063503524622,0.247169280459511,0.00859421990549017,0.325463878046268 --6.8864397181652,-0.993746582650212,-0.305612530750928,-0.264618835382797,-0.523570705077566,0.831031872280487,-1.65188965339289,-0.709637577286056,-0.138635784210913,-0.73071838185631,-1.62775832640394,-0.121222044133778,-1.25870294289841,0.754513601519812,-0.378151279124188,1.8872916243629,0.496368644214899,0.805491006343669,-0.754983235571173,0.468423518819782,-0.859554091673539 --1.6659434708249,0.343609190234358,-1.80241879709299,0.098165271674942,0.53981083593982,-3.1407671975541,1.82275858515039,-0.0129885488130426,0.280441387738961,-1.65464874759807,1.92530539371837,0.400440604559542,0.109000388757486,-0.999458510303733,0.631434640878893,0.41335532761527,1.55494641513243,-1.42069504169618,1.32848132421234,-1.50013029662845,-0.208679278000733 -1.18335242588887,0.0499225873577813,0.28592391850316,0.567897877724094,0.819524700345483,0.301109980394246,0.765992677725068,0.709701895207896,-0.929456627408803,-0.216054099302095,-1.02631491648814,-0.42825000121324,1.16497305521646,0.827297248811952,-2.07786582734885,1.81542348473911,-1.41659941790194,-0.545913207387642,1.30105679372942,-0.80327467865145,-0.0598343348099151 -0.568686101965848,-2.50731561817335,-1.56151973673598,1.01305922394136,1.30530605480077,0.19100328120387,0.393831142584365,0.0068298046830157,1.15298556330402,0.434126491294136,1.04027998239279,0.602948515582498,0.255619328042602,-1.05778504989238,-0.152605473735009,1.52497313132534,0.396775543763424,-1.52005765709299,-0.713207380586726,0.590085878755449,-0.182497532128131 -7.43960019555169,0.328457976464766,0.549780078049602,-0.0720662735776388,-0.996875977804821,-0.390469974430477,1.64902519288106,-1.91672582434867,0.800041219562495,0.679855140787907,2.20339926561121,0.063939772852621,0.134290792162974,-0.442449455328188,-0.578026478993104,-1.2698721369588,0.483343860548738,2.88213209121149,0.306012186335511,1.23527216702015,1.59601937927525 --2.08683909084984,1.11641612227678,-0.774685726062757,-2.0718830070056,-0.0557391444619756,-0.242897491285817,0.440561800005372,0.687431509897694,0.767354832973569,-1.08953754386125,-1.16091082546061,1.29412034748716,-0.878348684699117,-1.07276161419758,-0.326988044636118,1.52111965663016,-0.321628643585289,0.66257678103482,-1.54019906869785,0.227795630704822,1.24547042844904 -3.19349388122858,-0.396691956402495,-1.80457417016733,2.59944551681425,-1.19611203042708,0.125993143530197,0.334700199376579,0.2108188751198,1.07339557521357,1.13843590016635,0.0100250063257234,-0.796548179593594,-0.42389711101587,-0.277721501244644,2.12789316610761,1.53408823736103,-0.0325988435537994,-0.553008283466305,-0.931966279682773,1.06029758030614,-0.420761437043186 --0.888668721848305,1.25696669721802,-0.22202653148843,1.34976295031012,0.839871074373995,-0.0377871744078236,0.229225231841907,0.101061850022578,-2.28846633926296,-0.0210307931710867,0.872748792345855,-0.322760486335476,0.347375612869117,-2.00878161956721,-0.579579973569978,0.746296355614214,1.33890890834887,-1.6705390325607,1.16053289450678,-1.04966848344072,-0.217524481194283 --6.00574677477809,0.126520262496221,-0.530237375432571,1.21993995857672,-0.613739957427302,-1.17579079685363,-0.768767078336359,0.617865118212898,-0.787525460694739,-0.912605792532983,-0.517073806590654,-1.20475797863352,-1.36158982723366,-0.754967214000988,1.23678386331727,-0.310798942711535,-0.133654351809647,0.194326014626138,-2.0025023344514,0.129786079740877,0.831170792867678 -3.01149995138592,1.08006176698795,0.189575215149567,-0.848532372045891,-0.838125876074552,0.816618037848178,-0.0384741559049301,-0.786924801378951,0.143607204301735,-0.370229847336339,-0.256199229733837,0.90601768466851,0.199699601303636,0.607643390565138,-0.18734635642425,0.928054450738246,-0.151581362437196,-0.800933389074469,1.83980126259671,0.503897464265255,0.415988525575176 -7.69120754128931,-0.0332131158711749,2.40435437624125,-0.188055192527712,0.00140380915980191,0.537166066351729,1.40839228689248,0.204324663717697,1.83832086274045,-0.555880705392857,-0.148056031167549,-1.12116354174141,-0.866395511164004,-0.0193563550582917,0.203431041864646,1.66227746688404,2.79065390559005,1.40628235234108,-0.978999374716824,0.0150404983586636,-0.432444422910129 -1.8963830287163,0.0955011950514356,1.92855445747941,-0.647436979775686,-0.860897387850482,-1.18405711787379,-0.275097224918525,0.188451474819135,0.211100024966684,0.217856592979435,0.337967071791277,0.0519686006494542,0.574843689457807,-0.840356187479998,-0.871274039663377,1.1943442582171,1.00071022764181,0.413507013052875,1.29478753246577,-0.185238692604144,0.0567014640614634 --3.50475420947926,-0.5102972723026,-2.20870371758948,1.29443300493307,-0.26824319877227,-0.032690487635151,-1.2454928959507,1.18725887680635,0.504641513831443,0.512642112329501,0.364577909677823,-0.316375257010492,0.407441321380671,0.424458521177411,-1.53799692106852,-1.95110826467767,-0.0471970351424897,0.718644765912448,-1.6608662630811,-0.116753968647086,0.646429424979497 -5.11536240202638,0.908613583937615,-0.267074383731368,0.420318045723528,-0.32885750088189,0.179350625728068,-0.928616200927369,1.08957476934221,0.557594731089731,-0.72170860743482,-0.540047058966715,-0.824007815290993,0.195925030144425,0.416566114855724,0.74633658075767,-0.406293916983359,1.38221225268149,0.38029369325084,0.423234594615079,1.29585889948502,0.209830324851375 --11.2718315781065,-0.387516124560848,-0.811750171639672,-1.91426060728182,-0.134019214017776,-1.18984467881536,-0.400794962064331,-0.543508293236265,0.0606449750027565,-1.01991804104472,-1.55975011619145,-0.411389749873326,-2.0643795755202,0.688429891477593,0.508437821423375,-1.97788143450312,-2.07702160766714,1.25610275115638,0.0527647145723688,-0.637330398636523,0.469768085222339 -1.80553895414357,2.06105440055176,0.471434337244538,-1.04831568970875,0.717743070280154,-0.17105780061858,1.1527733845845,0.900817077114345,1.13669106099804,0.0358523946126192,-1.11216993414217,-1.50539406106721,0.663989572869861,2.18190360822038,-0.513983606574175,0.980497707159379,-0.681539410255358,-0.0357335490823574,0.0321787752242226,-1.81186781263653,-1.813783765071 --6.02914352704161,-0.432644651732663,-1.72044688359638,-0.0915959700663878,0.16458589817965,-1.49403726089455,1.18874631089428,-1.49094980263647,-0.840294448922465,0.0410636187195756,0.0713095477738358,1.09265349641409,1.35203667522981,0.793506466118698,-1.93390948408147,-0.0351686392893974,-0.320142847382051,-1.34848770533114,0.642295718633341,-1.05291269661113,0.0724617438558708 -2.78138320453844,-0.629652745989543,-0.438853234630708,0.647267737419986,-0.4778514221397,-0.565313862945033,-0.47456370788407,0.658441283528229,0.224163158492313,1.31405006801389,1.56320239149952,-1.28784485038358,1.95898383223948,1.29175003202164,0.0643203692908581,1.57964351131653,-1.90463327650363,-0.774868890233588,1.5475965470955,-1.72507298749538,0.0286062746295998 -0.485103438307321,-0.780897455165702,1.23382799814449,-0.424792675040042,-0.671854775825118,0.491440989694447,-0.619795183869957,0.408963793725109,-0.706418584388227,0.948389919269733,-1.47561585334344,0.998349839817374,-1.15441098116113,2.38340114348075,-0.40001248496059,-0.122186429751507,0.29296898800273,-0.287151075513343,1.0256650260781,0.220353901980176,-0.860377150435306 --8.05900802346086,0.112304176971878,1.0810187071651,-1.21173980741963,-1.33209269005317,-0.449746169961634,-1.25649752127697,-1.13680200491299,-0.637515115683629,-0.314318316839116,0.791952317138886,1.36598277324401,-1.26061366298201,-0.0511496999555301,-0.596181392475052,0.885950408977431,0.345884940601667,0.731636294868023,-2.02141678967039,-0.900670067480204,-1.8850401250485 --0.462727930951794,0.870599595916544,-1.34425112697119,-1.49710753204561,0.0519236107242173,0.660017095046014,0.79562911081427,0.399129858222744,1.02824936236151,-1.55855602544554,-0.0466293413389448,0.922866850467382,-1.78026720714568,-0.544554205537612,0.126271487787585,1.91984829193057,-0.00454559681731039,-1.17463701470862,0.515920886025145,-1.37779085648418,-0.45861303809235 -6.42855432543191,1.41980276096092,-0.0560046823384152,-0.796004719074949,0.666973620949734,1.94103470322144,1.20458543517425,-1.38535652065292,-1.13888847113959,2.44876205738791,-2.11048439422109,-0.583163121319665,0.922234848174684,1.07792713641688,0.217522612033649,1.63729590784175,-1.04495600449245,0.974253997753215,-1.18502676462243,0.268038343006617,2.22036253232911 --0.973059092354153,0.692738619192126,0.056185344201552,-0.457897004318806,0.00264285706480904,1.14969995064441,-0.167055841976655,-2.47158124139252,-0.693290649479827,-0.759982014783499,-0.837050751374118,0.851718599312178,0.91131133037561,-0.489028459920072,-0.0489281831080158,0.557306993990844,1.00405111278118,-0.638140740805034,-0.201200977473357,0.302916211250736,-0.864802070142527 --1.21237317352583,-2.26161327646333,0.386554230734381,-0.292288799097705,1.38147365896899,-1.06060621369373,0.599891783995832,0.423910992081142,1.14572474979756,0.686732643705849,-1.12493952235645,-1.64782904038921,0.834913100598338,0.0997885585083795,1.03585423768758,0.177661267540899,-0.456595695116191,-0.350600157828231,0.74915199748895,-0.665545325675646,0.246231796511638 --1.04335906150722,0.713379246839445,-2.08975488213792,-0.0454304408039203,1.08601270595116,-1.07942475934957,0.0228325193428632,0.00641538054708692,-0.126404665193103,0.153871296710422,-1.38840836094578,-0.718698211122238,0.821865458085317,1.24079139866258,-0.670136397950322,-0.697137402534444,0.760544607431509,-0.933125521536697,0.574558498822247,-1.01142880477761,0.325967194387291 -1.16503363578722,1.53607986324167,0.650211826614741,0.089380890207528,0.314498512710967,0.533029613128427,-0.946146985089013,-0.652968677293434,-0.623552404627172,1.07461635742933,-1.31456306270174,-0.0592011390588452,-1.47704849095716,1.81961774523793,0.0472923399455838,0.619651926198094,-1.18404417475422,0.259049576869193,-0.592849362091976,0.0165964886661238,0.297378022913827 --0.681994684252635,0.318570720934271,-1.60522684609233,-0.73266936043978,-0.072791363010706,1.37302814288437,2.28620192731729,-0.82421045693278,0.38038063862795,0.218298970737916,1.13618518105253,2.3662676803203,0.603252663470367,-0.0958831700292406,0.0195822844763209,0.938661293323517,-0.71658900225663,-1.20455935936347,-0.53661738556205,-1.89512300337935,-1.28549344912678 --3.23999582828617,-3.20805687610525,-1.41169341092248,-0.972975194404911,0.746922234606919,-0.197418887853731,-0.93044936565475,0.448563991927463,-1.21999294616508,-1.39732687934591,0.395514555500928,0.107865251439239,0.756760683956544,-0.549766419921922,1.71175406231225,-0.109998312824293,0.240793175854562,0.510662514399709,0.566806802818142,-0.933394554676867,0.356830462762361 -6.79423702126086,0.436681717010862,0.630167048181747,-1.15986679732403,1.65681514126384,1.81235572700852,0.166324231185579,0.992256651504712,0.455321017453921,-0.63353203672724,0.866682841937379,-0.287593924605724,-0.120470813906415,-0.860395176395614,2.22631706690629,0.152213031214442,0.282345170444572,-0.414168357786777,-0.137435172135731,0.331647128426751,1.45112721908309 --1.39354490086039,-0.613251076721228,0.492052648638282,-1.64824992026263,-0.789779235503485,0.610320279739879,1.07385324237866,-1.81452367311949,-2.56830510343838,0.792740901305286,0.213732519225031,-0.585573181953561,1.47258316019279,-0.094961995048646,-0.316859631880242,0.40788662915582,0.403008913917842,0.888816227232788,-0.645952725747346,0.291856040344668,0.81918388298017 --7.86898805544509,-0.0349603501428892,-1.54352019209202,1.98768267144255,-0.442051040434397,-2.50225833525467,-0.385894019776588,-0.460230985615022,0.261318487828798,0.129905944348645,0.573072412422548,-0.643538938718414,-0.373248724827117,-0.843354829225227,-0.835336727863363,-0.743891561893331,-2.45371203082864,-0.215441999144395,-1.00068618260734,1.49435098435992,-0.922740062419188 --3.91040404841279,-0.906138120993062,-1.31006014250695,1.28781326256982,-1.27263665140996,-1.73130004512901,-0.356098333454902,0.75110026512559,1.05584900765445,-0.304895107132146,0.69856978825366,0.640599420797198,0.00869782264843259,-0.528630252925596,-1.46571550968405,1.91470190596553,0.189225332204865,0.819913575436612,-0.274972254140155,-1.23900273813229,-0.481736673750985 -8.81551431492067,-0.51402135115389,-0.949260494967243,-0.400374606542954,0.813529809472345,0.646833346108695,0.175796061439548,-1.53955434348454,1.5203939368287,2.55104531397707,1.01723586163533,-0.42737879985321,1.09439098937197,0.43458791027916,0.0348351096429341,1.92097972024663,0.00745713525101674,1.80856029109344,0.107883599512081,1.17281345192865,-0.544941111692098 -4.13240182611952,0.147031118708133,-0.180780988298958,-0.219352908090345,0.275139995158625,0.861898472731765,-1.28392774869974,-0.598804404148886,1.24109820876906,2.26284592098544,1.89851756739444,0.182432968357846,0.423112672132595,0.610801498333654,-0.757335964361547,0.445962054036854,-1.59652031567362,-0.0788566831993532,1.12469533550231,0.170999515153219,-0.839344942886024 -4.07639255867648,-1.3438761034106,0.369644919508008,1.64207355042254,0.475448973040559,1.58519808481285,0.488538454479513,0.36973224850393,-0.193595238240169,0.563821511052951,-0.251190486116077,0.507541103039594,-0.718518828835747,-0.542904302769708,-0.020875008239786,-0.570276600330774,1.74232484942974,-0.723264118649046,-0.695162709904726,0.555262372481811,-0.581085109370178 --4.66152232000015,0.163461568881095,-1.22934354955979,-0.150599508153858,-0.402481164933515,0.237299796092601,0.00428790921360647,-0.406822535612497,-1.27085546968984,-0.653330648878752,0.491802491433147,-0.143892101674379,-1.13809072335596,0.04502719151932,0.382468491919928,-1.29975114672691,-0.167088039381775,0.821149536938778,-0.209996318272883,-0.24703559449943,0.143033065019761 -6.75625921761716,-0.542909223322403,-0.299138673850278,0.198912576303639,0.770439838051421,-1.09365740671239,-0.756554095221453,0.0984703943417778,1.96385248055164,2.86949577391258,0.436974350888067,-0.887545427779106,0.320036120230909,-1.75656436490379,0.4696482598266,2.2601242958787,0.50805914534985,1.07110088800151,0.933738296985444,1.32215522330849,-0.308914218750625 -1.33696113031263,0.423016854324198,0.671624351370558,0.563828918071631,-1.00808684584169,0.874279449876239,-0.127563255579677,0.593810264377985,-0.28629485145289,-0.238806996756362,-0.256636792684443,-0.0282866594769993,1.47565510538568,0.579570046580561,-0.681420591792376,-2.18149929210454,0.172297595217574,0.904167369422751,0.172226218383336,0.84643086991711,-0.764123235779255 -9.93136691591636,-1.23161261394232,-1.06526710889302,1.67852135084458,1.43067070044993,-0.0987857681334695,1.88374746140522,-0.842532052659427,-1.45804528818757,1.47914294201632,0.732896439820114,-0.663533305332401,1.77170971531966,0.0414816392436735,0.291689054077439,1.14523408500781,1.64799740248523,2.34286710359037,0.231006343034932,0.309680973204924,-1.59367041722638 -0.157761213761942,1.10667546849715,0.533585957129391,0.0849784849069639,-0.427504801593064,0.00696311176533651,1.19036184455389,0.976960723298626,-2.20137992067963,0.323582713644801,0.83687275289093,-0.938094270186403,-0.00267828017686972,0.104301265966553,1.000594099534,-1.09815554058409,0.576331813560189,0.775263812987471,-1.75220681575399,0.414600534624501,-0.722199098038104 -0.745924258621215,0.0530992372669268,-0.354340078572364,0.828019998667747,-0.852071365303878,0.314641403102619,0.480319035422455,-0.656047720341733,-0.685619555923303,0.562204289917855,-0.314834575147083,0.832247180922177,-0.985056254287548,1.11685054018161,0.315007980497602,-0.0454314293088178,-1.60526579818598,1.70892027562535,-0.139450541676151,0.457097240746428,1.59006352080143 --3.20879272501336,-3.20211005574372,0.525622008045514,0.757570738046406,-1.14451770350174,-0.287285402820065,0.886148203358539,-0.0842501137020589,-1.27434135415179,-0.431192343703998,-0.032308803553669,-0.0706230069065737,0.0981253945476175,0.301561006844091,0.465632568464204,2.22313853857778,-0.998350261169162,1.82650412598221,0.296207258113057,-1.97571875432311,-0.999671289709844 --5.48648115579943,-0.953904369733372,-1.38739256945421,-0.694560227563796,0.0225364283387256,-0.47601856786497,-0.91507609209723,1.20421330830815,0.190058503178886,0.127602425617293,1.23624966097822,-0.75993178080017,-0.77338282425854,-0.28623664486253,-1.21355363070984,0.805431361432714,0.234230013244958,0.611630234964028,-0.601251974918554,-0.382298140099067,-0.748594588288963 -3.247485025645,-0.205155007690135,-0.0055803766545081,-0.483529533411632,-0.969313641010304,0.201804822443581,1.8900464418884,-1.16857349664013,0.473536639447091,-0.232028156328814,1.23368851802965,0.135219281548775,0.866515101092146,1.73180802732598,0.512831021145859,-0.29961612942503,-1.17966593636152,-0.0985015669257561,-0.812307652054788,-0.162329338415661,1.7512329261505 -0.863376901257417,0.352459403571786,-1.70297288755777,0.619127415193828,-0.626713649674355,0.623889943932944,0.125151151087001,-0.236595427163986,1.0043554490695,1.30263923854858,0.59227924733031,1.90623602280395,-0.998169669649384,-1.1451896926829,-0.828214099456212,1.75111498536244,1.71807424003385,-1.37578401675596,0.160265252487893,-0.864647164959428,0.0596316261425303 --6.91698045960543,0.58958827741381,0.180804125543735,-0.0334311810915053,-1.11732486250124,0.0838443077911052,-0.321758817709626,0.202336448797735,0.850639817430817,-0.579300383443311,-0.00209115318704209,-3.75551205736242,-0.589794820765965,-0.0908984797967672,-0.270302798838187,-1.35917129454725,1.06944398392315,-0.0837569116025057,0.0449088390287092,0.53142581320286,-1.51841195269376 --1.86393795250888,1.57400710197297,-0.782768061893155,-2.53540162102866,0.415182818840285,0.731087405223001,0.763305377667945,0.0512737276854948,-0.91422192042344,-0.436883804043253,-0.910751908551655,-0.46269101983256,1.85108765635005,-0.0859687440498029,-0.650327062198317,0.93658190413863,0.039594332633002,1.7928164717023,-0.725066995339314,0.998071030660303,-1.76086987632376 -0.90733063447623,-0.627745333209963,0.38531549121288,1.28723187917647,0.478305634600677,0.961772396928593,1.27927280461411,0.44971458286979,-0.803792181821373,0.675666296367545,-0.219760644647518,1.87674010394225,0.792914138851247,0.363349386566696,-1.7954110802787,-1.72916415730368,0.0511270996552303,-0.983748611354943,1.2270812373001,-1.05819952478837,-1.10120879381354 --2.37449676964099,0.868164976951994,0.100248295538701,-0.653094358084258,-0.290151551700449,-0.485849457974922,-1.55260320238701,0.047721094724712,-0.378125847568555,0.75803124496405,-0.163701216992329,0.5534224935937,0.461294326113278,0.222962263831166,-0.483845812850995,-0.745248639424573,-0.250990131608537,-1.57678144341121,-0.376534721255882,0.636549789774128,0.245658548780409 --4.48605895580271,-1.4843701024496,0.334690943209228,0.694154375744651,0.297399139924087,-0.844096246655114,-1.42264874288951,-1.15645746868737,0.341445125317897,-0.23660039300362,-0.447260023316321,0.18345874125097,0.497547359789454,-0.466081386801,-0.506901009531727,-0.747772899347653,-1.84507771484249,0.467904499085334,2.19437322928999,-0.365573874985057,-0.991975593641141 --4.92967876272562,-0.400899287124506,0.278944555113731,1.93797664289277,0.483188045228397,0.130501139501892,-0.783713731020736,0.598277485366605,-0.510098653910124,-0.676310741911082,0.743142199400261,-0.409094606299002,0.379631236082745,-1.74332133788731,-1.17371019070267,-0.381464531014248,-1.0471739269736,0.378158872355748,-0.582688572937702,0.387737299256505,-0.352865946121806 -6.85349615560428,-0.639347683628521,0.504039434202431,-0.495902026187973,0.545936593963532,1.09938699251931,0.172521895587933,0.502281012056254,0.0533778234266698,0.828158232493221,1.47597555400489,1.50683857831927,1.20458820039176,0.823704920721646,-0.206897656485555,0.206874218115317,-0.372644067015826,0.319789960158648,0.5672686917897,-1.53683212175484,-0.130293403250767 -2.56184601183756,0.216391047256349,1.56815288080552,0.836746704738105,-0.687362019864048,-0.439478685256903,-1.05464612390374,0.0881683695061927,-1.14479651367588,-1.11857570438219,1.2057272334136,-0.518048974365041,0.785810113157016,-1.01041005895213,1.67319942190172,0.904447543017182,0.0623140362075905,0.238965726940734,1.06238236419711,-0.52486515554202,1.34479385839684 -7.06403527522608,-1.2611376296688,0.213389603541111,2.0723041043654,1.42419612927679,0.58616625132186,1.16759774697048,1.01859855029051,0.915461366899784,-0.400247305632752,-0.0721521472222219,-1.79454302111475,-0.466599754643138,0.453966202355707,-0.741892239079666,1.69733093897556,0.545941049009069,0.934832547946535,-0.904531360494853,0.0159895478329919,0.624260877719221 -7.05685343484564,1.98796868828322,-0.288017000672888,-0.94913949115413,1.97291086022905,-0.909562905912661,3.01717476279853,-1.08816805696768,0.409582454915895,-2.18740442568702,0.793460305352233,-0.0838303925239852,0.0181306794651732,-0.577121922421928,1.48157171390841,0.930317273995272,0.296950683704306,-0.735191167767854,-0.493506533531826,1.31031272570783,1.81364368992032 -2.74212994881976,0.982304768120544,0.163662006479106,0.0713610592422037,-0.552674768949899,-0.30229781635225,-0.989602456958821,0.00444753216796067,-0.00771489457424582,-0.494774105157031,-0.719042708803436,-0.0105377686935434,1.87126319359152,-0.311584831422177,1.98699282924485,-0.550986445845996,1.57058879372027,0.0932749294175477,-0.270920524243121,0.993991703829058,0.740125944317213 --2.00272503238637,-0.306820287945659,-0.408443669807746,-1.93589768526286,-0.706205565587249,-1.12591985457125,0.474602749876794,-0.183342090352614,0.507016909381905,3.09999283309716,0.272359505632693,0.54724042660534,0.220209628133594,-0.322966183856849,-0.722912466459346,-1.28002228322741,-0.486843834007285,0.807783936640616,-0.153459270514835,1.65682623325172,0.618524302148393 --10.5744152047706,-1.31316352225554,-0.489964852612685,-0.440584578549794,-2.150552553674,0.727900529649287,-1.33975491894274,-0.076673167961846,-0.123457636820036,-0.651563541423194,-1.60228161761395,1.21537037667646,-0.0577914170754205,-0.277680822672534,0.316492822341657,-0.278457218280731,-1.85588152906012,-0.273409777482334,1.55557390355562,-1.52477588977447,-0.910614017407991 --10.7425584626317,-0.907211164521709,-3.22723290494499,-1.00914365037937,-1.67827847051871,1.65892696903889,-0.042735037296358,0.915922625922887,-1.50486251916531,0.113451149417052,0.162923429365453,-0.931838506233718,-1.41138227417383,0.27793217531884,-0.788960762418596,-0.574908419442118,-0.647217484100391,-1.23433750141744,-0.550510464419571,0.131823079737253,1.8225292028046 --2.07312648446803,-0.0926869504167684,0.363173625810765,0.906753773745126,0.451770317408313,-0.115792623731403,-0.687415130739577,-2.01642777646201,-0.105438522535564,-0.974102673578331,0.0436741723671319,-0.524552297679895,-0.355921493616239,-0.318067942073886,0.713448856673862,-0.905232660949119,-0.280121954492125,-0.156139211451373,1.12741947551549,1.93847666765021,-0.830160272103302 --0.0266781679726862,-2.50332774743482,-0.216594700326061,0.240236285308428,-0.261286204093359,-2.12341181347071,-0.441687318224771,1.80289397469177,-0.179010702704468,-0.892162778053758,1.3655457179353,-0.00603650297590149,-0.987590265612865,-1.97416540979069,0.273640411611344,2.26158533599823,1.27551495887137,0.385029533465799,-1.28545823871595,1.05178808730201,0.73419248421683 -5.11801038862442,-0.582792511590403,-0.66863044954779,1.0268227050122,-0.0863882195446356,-0.102725764044059,1.74616832040541,-0.743723674327016,0.783166037083581,1.6646911863149,-1.81214473586673,0.211905273033593,0.640264002543779,0.131436651647261,-0.806038543538206,2.71971253886563,1.79716636315296,-0.595343773325084,-0.502717250507009,-0.629005157149619,0.874392212061124 --2.15972247745368,1.12082698678478,0.0392444235209645,-1.46309825596212,-0.305374623512986,0.406946320863584,0.435405538586122,-1.28642346317148,-0.248891876730129,0.144433041790211,-0.686045535405963,-1.8772830596097,0.738968396934514,0.580767247652214,0.360380209158492,-0.910222179928742,-0.239187130775097,1.63795865772346,-0.442520019272365,-0.566473828853303,0.152920775644457 -5.26648691856824,1.1651172181161,0.438219802345735,-0.095099598843943,-0.859722779808314,0.326239283011167,1.64243335403103,-0.837685793872604,0.311894573912675,-1.92481589941411,2.38264896849459,-1.29943380219401,1.72963548991871,1.46995083160136,-0.821230724052947,-0.757500227867651,-0.652085065568628,0.208802515494166,0.417586628650658,1.29785964590079,0.620335722362383 -2.06441120788219,-0.222584799465931,-0.740340531341119,-0.503355330231378,0.675614600727756,-1.16907017176123,1.09859825453681,0.840312848779709,0.85982348268874,1.07541554865557,2.63916869556588,0.387239578137185,-1.01834776127116,-2.0432772759321,-0.113737357413618,0.308444050829873,-0.245522414072733,-1.37168223343544,0.586217343103178,-1.53352213304654,0.366552897669348 --1.65448804683682,0.271809486187721,-0.418816556870605,-1.52380605133165,0.920968569293467,0.228649485486483,1.13311829466746,1.73135122913445,0.384699564783761,-0.339134911603876,-0.844865416964187,-0.065206995265111,0.706214971081984,-0.508467847723039,-2.42783752925213,-0.669236127314646,-1.06253448931945,-0.356167921424116,-0.707304026447194,1.19744146362676,0.417323554170127 --3.26282504561172,-0.910261998255786,-0.657288964663847,-0.0562900122920523,1.00574269175754,-0.416940310566867,0.173429513444573,0.435121711892659,0.74057639594803,-0.104591603496736,-0.202372972918711,1.28688227990471,-1.4605497219129,-1.25965445327723,1.06280618162198,-0.575011332016512,-0.249319190515742,-1.55490883560039,0.0907980559033344,-0.410294490449189,1.21894330848076 -2.82333141243212,-0.741121060037364,-0.889792216237348,-1.01739207623498,-0.921928401263763,0.0822679322668847,0.919301435733741,1.32334354184051,-0.246117280038104,0.321777583138996,1.38036007839786,-0.158031755488983,1.07201951512422,-0.680418204083185,1.74559979767722,0.456279067834192,-1.35318200048107,1.32182187266493,0.231062355033424,0.91601544487799,-1.14091684737042 --4.02207963629148,-0.426786424237152,-1.12462473440855,-1.36485240625954,0.331771576786981,0.888210188154902,-3.63904502241283,-0.619113596009407,-0.558834751696403,1.44206604672611,0.863436312096167,-0.0770661376236711,0.984347071606149,0.890690958514359,0.779623805339527,-0.952198546454244,1.36797781864929,0.994418967628153,-2.05776383087393,0.521087125010997,-0.951163317856203 -1.82896423219112,0.750682537340365,-0.446747268442171,-0.18679896634305,1.13548160368585,0.264730764221956,-0.315946053161986,0.524090200063668,0.268458281543966,-0.0109081337412397,0.478308299895436,-0.838170525369592,0.114544898172752,0.778897172648736,-1.6386213440561,-1.76427438832151,2.69704425410621,0.402758193843654,0.197673014199934,-0.529541519811998,0.783279719322808 --1.01465381286809,0.6493286576328,0.171375943525628,0.0842162201215896,-0.549475220389135,0.986080282710687,0.852305800264936,-2.60354682372008,-0.608607367121381,0.332895479007499,-1.19783292867749,-0.918488604784068,2.01566804497062,0.131138973464079,0.248116524176991,-0.479488676599039,-1.25297841697391,-0.561618369283689,1.61871617286788,0.623311678264223,0.619787707039691 -2.44628848600385,-0.448295562458784,0.825588469842571,0.717785184790058,1.16030098632387,-1.08468985986878,1.98602848525309,0.307707674637608,-0.203875384891333,-0.761529763742882,-1.31706730765184,1.01223307783386,-0.240378341389392,0.517104164412979,-0.672148435380182,1.011513527099,-0.586396435021763,0.390974184478658,0.462611343362033,-0.000751867126299242,-0.270916419944786 -4.43741698145474,1.05941538299433,0.417227446412465,-0.570613273087871,0.858357941485306,0.847826026953673,-1.25736316962013,2.36993816533613,-0.510112503363177,0.6506751644677,2.24907936059967,-1.0214763973223,-1.40949332723945,0.296996618369843,0.379380346142106,-0.233298343169279,-1.25314103924719,-1.11568906705669,-0.459224125890091,1.4378484389863,1.45787686479853 -0.150660792049621,-2.69530466049794,-0.599410430744487,0.333484373455062,1.98099098446784,-0.767346981115853,0.273443152140943,-1.38941095324498,-0.0914528244381935,0.140969143786016,2.07697597065349,-0.13354179793628,0.273620883614834,0.706083037256132,0.346277158775891,-0.983235175411151,0.221676552416691,0.505756626452698,-0.512010190599196,0.405594082076605,-0.524640159351252 --0.630464954574013,-0.327159191352153,1.30208656034657,0.792517391333184,0.422361519454691,-1.11662185112926,1.36496721128143,-0.770635272999266,-0.837753680239869,0.51784510314025,-0.530013641354691,-0.0248562484649591,-0.178431017519051,-0.944662462356063,0.0920239374532296,0.1330150599473,1.6642990273351,-0.657181922684707,-0.475257591968528,-0.760445415762958,0.247036188665938 --6.38776408995397,1.31966901873928,0.555116072557163,0.361938570480156,-0.630493220125316,-1.49468865639761,-0.617651516768643,0.0894280725630139,-0.00770049300290737,-1.15543221062751,-0.279353787003521,0.325356757790063,0.52981302938182,-0.621670876072151,0.175554233334018,-0.900516777098754,-0.430561089482092,0.285747181331426,-1.73501129181026,0.571803327521017,-0.912065758684598 --0.63618521384782,1.55851138518142,-0.288522470952582,0.0275625134144651,1.27324821657558,1.07621810089597,-1.08742385433481,-0.458477154710519,2.01025024188605,-2.4159837484017,-1.37613007333942,0.528143644626079,0.717437472823673,0.29174714681716,-1.24000377492442,-0.0193618313271044,0.0801372653777892,-0.394846722560732,-1.8783479428883,0.00349215356316747,-0.31978536193761 --2.49604657594625,0.860637444235263,0.0464395827392657,-1.52491238250314,-0.706114703195391,0.631109194493272,0.729434587717267,1.19842229311096,-1.49041159240058,0.0448715460346991,-1.00676798478348,-0.888928045329676,0.921546975361114,-1.22604099051047,-1.27370775117652,0.475510996138825,-0.33766767911826,0.678684225326086,-1.00651640359795,1.18703441951211,0.687927860029806 -2.49974512645571,0.142136862048121,0.758181881166226,0.522797411552239,-0.635267491768004,-0.511448964238003,2.16360446702443,-0.560299293127141,0.814655301946651,-0.929557217334873,-0.0128650593307219,0.815490939232358,1.12718544282045,0.541303583689054,-1.6092425948091,-1.55215602055561,0.322140514622523,-0.83238045422096,0.635112243687999,0.699809119435494,0.49039794608403 -1.35648520506951,0.202363274147139,-0.65468875657679,0.307309809742084,-0.372927284808163,-0.817546938584184,1.90188497591786,-0.241510238011287,0.146069125796639,-1.15460747060449,-0.432707110175881,0.680872628655934,0.104484083886436,1.354025271488,-0.318017753988347,0.242199216879162,-0.861639555446367,-0.70562548407724,1.24466516761658,0.496114542536552,-0.764543760938345 --4.29623440351865,-0.500252015337885,0.469109991284525,-0.16043667957697,-0.411741600078197,0.118157743646151,-0.755399379613836,-0.065337944520048,1.04277441832174,0.212795815585988,0.133345899320709,1.42711171982948,0.284453957482745,-0.0360421306285832,-2.16828085042735,-2.18881627944508,-1.88411749171115,0.703569344666945,-0.377552309468744,-0.936775900955271,0.466597483055066 --4.75276635868129,-1.15069185336539,-0.628063484339248,0.0450687508118032,-0.154513852025397,-1.39784414083278,-0.531945170061063,-2.27237953315874,1.44974551161038,0.93530231493828,-0.936481044759601,-0.115800040290293,-1.70162947045309,0.753544244821753,1.44141616816871,-0.351456043611211,-0.308826587032946,0.715703905983088,0.613878913522504,-1.17873654581244,0.0243901110436366 -0.406513255246972,-0.608551690703679,0.0734111197684186,-0.582638099677314,-0.06162161780605,1.19605479147392,-0.0364399806354217,-0.865179899234607,0.0100238326639925,-0.0253782014708674,-0.849211559086976,1.01241088561658,-0.491774473758729,0.0293624837824681,-0.654165948224647,0.309108491173214,0.0399422226204642,-0.371325444084426,0.638758547634812,0.80085159040834,0.197868585619782 --2.71915747558803,-0.14707489115322,0.417928296502771,0.879458148537217,0.00460432936824766,-0.876922790850827,-1.21558221560416,-0.0253528893600899,0.177746792185508,-1.23566773850122,-0.944002122206639,1.42036575342946,0.215820346788325,0.487091325033077,-0.947911674107446,0.0407765034773601,0.17492296848715,-0.907130257824247,0.754217383986472,-0.738570248949884,0.816726879541441 --2.19329258693394,-1.43582859213366,0.0486398850575297,0.0912784733381211,0.329080675647968,0.284576736923259,1.98484403722777,-0.182515994872731,-1.21723587663044,0.839426864077872,-1.37424661912455,-0.0924476492004726,-0.181740817593956,0.552717620569112,-1.68483216290845,1.89440437184589,-0.739196532519031,-2.58938900683654,-1.46134126173238,0.105998154708028,-0.578921158754267 --4.41606430175514,-0.243172363939305,1.78239477197259,-0.0912496998405553,-0.621847425966409,-1.58966227021661,0.266679988498756,-1.98442548271242,-0.413470187019587,-0.622281321520873,-0.749949808151047,0.113278927708836,0.648122843275798,0.0191601725676438,-0.223619110646037,-0.0161059245746093,-1.04126648884183,-1.18829285123217,1.78008793837338,-0.898120895085855,0.454712520680884 -3.30607720037871,2.02669502369221,-0.608462390701452,2.02046306506795,-0.293543426705746,-0.706985023580947,-2.56602775465191,0.146735653582164,0.188302488802938,1.01196140079266,0.98587944171197,-0.441680501911244,-0.0361169477851134,-0.00450867210117294,0.00923567412917209,0.0947077826095714,-0.300411394560895,0.770396328049764,-0.663989163398847,1.08077101145703,-0.201613547189245 --0.464314942866895,-1.01799744846075,-0.603632811727327,-0.416453257833638,0.707024071807403,-0.0584718822564259,0.212416487763037,-0.434434853519145,-0.877671835125695,1.74966045916132,-0.282145594444652,-0.0735070896787126,-1.74093979560127,-0.28128622535915,0.231600516453759,1.09679819633717,-0.879476947926895,-0.713558996826643,0.8463258706778,0.637699631222963,1.91291537289997 --5.40313845223774,-1.30985618911329,-0.350823221632244,0.575847809140516,-0.705600605375743,-1.12430602208527,-0.882073794043203,-0.131345167157085,-0.163338757039083,-2.17299060514158,0.445721512765937,-1.18823306553834,-0.287602016335133,-0.263082261258907,0.994468117733425,0.156397684583637,1.6904648088845,-0.0725631108244615,0.883583814541622,-1.29432902042527,1.21609818824375 --3.02462257447573,-0.616450867284611,0.812178380222683,-0.472024316578719,-0.156499709021429,1.18585788866676,-0.114112575214537,-0.240795589899375,-0.19760980858294,1.2391564990535,1.938990662062,0.194295972783915,-0.792813437281225,-1.12254458437111,0.445789637046714,-1.00054198019931,-1.21657409938577,0.883401749117238,-0.727163568826895,-1.12296929763587,-1.31099296300812 -2.87597450829568,1.02441869444659,-0.410296491945412,-0.181454416194223,0.233526180642136,0.290244324550451,1.86980816110698,0.312237412093782,-0.644342931499556,0.715290951058882,1.9358432272337,-0.517646804676219,-0.404615279574651,0.407569835409141,-0.26312729609587,-1.00427480862925,-0.147499870762531,-1.29970908960677,-0.450099593307246,-0.115388565786027,0.735604301692389 -0.764993164748427,-0.83274933439023,-0.195209203976552,0.372709669990253,1.15299725895915,0.133507831732573,-2.28386668912522,-1.09585124761711,0.296082341462771,0.0512620200765959,1.09337768949935,0.0177212319785391,-0.083762938890965,1.41099601949871,0.971247625424251,-1.62452291973201,0.592178005355884,1.17219726323534,-0.961590963655704,-0.86037558865146,0.0857114370541144 --14.5596844530466,1.44207722389048,-0.11116510327476,-0.847278249971305,-1.15581887547745,-1.2626061409053,-0.561034825276366,-0.128849312355822,-1.83545243626005,-0.362602293458034,-2.51748946848587,-0.70645144005597,-0.702406336539809,-0.13194046408982,-0.7869943359403,0.722371983723649,-0.824585968965337,-0.692098354118727,-2.19807377225017,-0.070638378301833,0.343550486180695 -0.605533434546065,-1.26921903752016,-0.632078546076166,0.527442025949933,-0.0535735382302828,1.84653570046823,-0.670184958678857,0.0633991979999308,0.659316557214724,-0.0113706999407829,-0.792925676881443,-1.37912811715598,-1.34997215072939,-0.928427404978345,1.16115610057593,0.196943030159788,-0.393022707507271,1.36411688097033,1.16903504499334,-0.00302300686934259,1.14218187851639 -4.79975403797915,-0.314308990290208,1.25304243061186,-1.73762481103716,-0.28686125360425,0.737912151243989,1.85604974264755,-0.0429956499756267,0.103942298549149,-0.421369036597442,1.96677018539316,0.218501976608654,0.654927761626608,0.529177342801407,0.3870385781338,-0.946136396554085,0.418397906781312,-0.0137849117679408,-0.867525938006062,-0.378197998991081,0.554212102539178 --5.31508465632747,-0.6141977822625,1.75430851825817,0.35844517532389,0.194340379698418,1.2686057485377,-1.37249817297109,-1.91804172028709,-0.403285584502894,-0.646744533605493,0.782474109088115,0.167469535981573,-0.992904056233488,-0.340208583602804,0.165686959989712,-0.419807200512602,-1.37361252886717,0.35662442022139,-0.864713539625981,-2.56937021729216,0.280334962029213 --3.05519939020752,-0.564376525135597,-0.613811206611433,-1.02952710171544,-0.787215069610002,-1.77760379268909,0.640326550784575,1.30080109353079,-0.100369820478876,1.35045615747539,-1.20798280281615,1.09505566703894,-0.0549435020055667,-2.1002904439459,-0.424690091452051,-0.759522125527901,0.700947730164177,0.639332277615285,1.15164562752408,0.579144617531541,-0.820032677846123 --3.8362230495712,-0.564897060994212,-1.02421702452291,-0.154528259310581,-0.866218529341126,-0.617029828022939,0.780439261148497,-1.27349396768811,-0.0192170405892935,-0.298396514685085,-0.0629563881513305,0.745147310171569,-0.845580569205408,-0.325163139421419,-0.583284690090224,-0.490293487376192,0.879203789381645,-0.345347283647572,0.648541248330947,-0.877237585466733,0.406191261013118 -1.52940430575301,-3.07124303553711,0.377405319743023,-0.361953830313456,1.34145689350863,0.667503853992103,0.96041972881365,-0.733802689878382,0.0235030981087791,-0.055189573879371,0.378527913494764,-0.590538696222309,1.17746105527435,1.59497508997797,-0.0978273404319174,0.218656038874368,0.67253780500988,-1.05427817293522,-0.301371027556748,0.117642083242459,-0.170998373309987 -1.85001457867085,-1.31446609322366,0.456554442580597,-0.711634690997898,-1.0896161273751,2.47146730188768,0.763953616815132,-0.170496484814824,0.196179045974469,1.83109350352046,-0.236641590651168,-1.24340575067869,0.735619323676429,0.180857649313877,0.218015174881007,-1.08900819976758,0.386482790482318,1.32528010654727,0.168364430278642,-0.79314541816863,1.0699544853216 -5.55997963187765,0.677056135772086,-0.702814007863046,0.627631611250172,0.310620367287584,-0.467573990008912,-1.56219362996839,1.13629922298937,1.25336476641447,1.55491724799601,-2.28228595338771,0.663443192233373,0.537202516593235,-0.0125766403212213,0.00246147358820996,-0.855510647806902,0.668410167259522,-0.382172288523772,1.32630843280844,1.0299333310527,2.18949864732767 --0.726729672055312,1.59911709555023,0.737386646767282,-0.489657600092298,0.471414671182195,-1.69728675900243,-0.64113806981314,-0.420012685227742,-1.31389541726418,-0.783656255510417,1.41257870991592,2.11702451654155,-0.62015767797715,-1.55220176697967,2.45643455819713,-0.45526808515922,2.07220920871708,-0.759980333440976,-0.292731720672143,-2.03511471549066,0.355980064217236 --5.74063981908183,-0.978987936648209,0.408857741591117,-0.67903097583704,0.571455521929626,0.901850826144625,-0.535737929431157,-2.74410664987557,0.0753414878982536,-0.228591893437379,-2.04483929260175,-0.107885461826552,0.638947724201191,-0.54373948984137,-1.46815279634323,0.520250293605559,0.0131608598849912,0.451631623260736,-0.762011694081324,-0.548594374434561,1.45849959490707 -1.56986036208363,-0.430657192807828,1.91763271767676,1.35379276851666,0.450149688508543,-0.134636620960258,1.3159083463297,0.727987927864505,-2.09111397924307,-2.23760958965388,0.0537409472714369,-0.0969315441603009,-1.65079883163564,-0.369102552276221,0.576771899839223,1.09140217799263,0.00314549657941315,-2.26578760448251,2.31814213348596,1.1066465462484,1.13049368193498 -8.28943030710155,-1.62209885763213,3.0933950753084,0.350849811594194,0.205319255538227,0.668286268307034,-0.874320439754822,1.12609470211628,-0.846938374182031,2.73773921116845,0.165037567689227,1.56361911339544,-0.384540219305498,-1.37502055329676,-0.00175087485843565,-2.56755201968064,1.78579126822817,1.29276176582017,0.859628010850208,2.32341119257787,0.265290055467185 -11.7494522748664,-0.647195629340894,-0.0781147936415403,2.2218043998524,0.459702174315745,0.641267926517784,0.975694638096762,-0.229662385677079,0.468708811660132,-0.348149510706666,-0.464670070445043,-0.601638156768182,0.969547145764955,0.206131235718089,-0.72010295274062,2.1101339630499,-0.153828889434245,1.16397439231023,3.50092045421665,0.366781738932948,1.84152323227229 -0.645966533692154,0.361005671269585,0.118868637224359,-0.015146407501959,0.909643190727917,-1.46918367062902,1.36933179909818,-1.54846201232127,-2.19600880076715,-0.157547408377831,-1.75334141869141,-1.19471868176118,2.42763541328592,1.44438363677134,-1.5793933357098,2.50836135941348,0.783573146387427,0.147911333749257,0.689271703682231,-0.73077775445237,0.740583045754634 --2.32595654915687,-0.787349946433107,0.0479420465524755,-0.897785059886806,-1.11008099901489,0.772727047938806,-1.29696528713122,1.51549210053297,0.421137826585327,1.11425809535109,0.870828323299393,-1.39261669619425,1.85056190781609,1.1725902275801,-0.237993283847381,-1.15271728981259,-0.506670443611101,-0.735488022807425,-0.932536633067927,-0.604531785157796,-0.0297632216700294 --5.06366895570562,0.264414442445665,-0.863093921942479,-0.0131911462907159,0.636696613253567,-0.995962879862201,-0.16066605520085,-0.114338435493325,0.74664685811885,-0.287461303541571,1.95922697237562,-0.264480187898038,-1.18162608503873,-0.552025880928085,0.398972992157268,-1.41949242078367,-0.456522564707863,0.811993653536239,-1.02127559071808,-1.70151141014461,-0.208970274491308 --0.984207172077198,-0.114378255227206,0.104182385561949,0.774357563743581,0.387519673754791,0.294028546591189,0.933030995413207,1.28334736062227,-1.84210737149452,-0.1527601849806,-1.12158912322554,-0.626644589040927,0.333296839675808,1.7820971362588,-1.03267964543425,0.679202751589404,-0.655635830584301,-1.75343389681377,-1.24721010959562,0.690089242415996,0.00857357184362338 -8.79956974841558,-1.63080354573953,0.389202991724257,1.10835654611683,-0.206286755583578,2.86974622657775,-1.90155355448544,-1.20597912711991,0.707013150878632,-0.686367025005432,0.0522246420495864,0.851601676813584,1.53126566273,1.80192475254968,1.30889540695162,-0.564119612165077,0.225503268223724,1.21016482598088,-0.254585329131963,1.80176819385168,0.746048111041517 --5.27289665969179,-0.987340283697582,-1.085927159785,-0.378338339136316,0.434172192891979,0.0345022970150011,-0.668827288434891,-0.364415273139826,-1.34153543164714,-1.1075564329178,2.02909643709284,-0.472104201821736,-0.804493465342225,-0.131504992096128,-1.15512253525698,-0.6603711821709,1.24142994491516,0.943109199637119,0.0748828547921868,-0.51151189196881,-1.9221506812054 -0.486130094271606,-1.78179560822565,-0.195546199648396,-0.628256852845478,-0.0534110220811341,2.00348883528348,0.143861448748145,0.196685739272259,-1.09692326480181,1.6506830834648,0.116147071559097,0.539185153954469,0.71966965432625,0.880721157761099,1.28814238092321,0.315338183658196,-1.6328305619309,-1.14709623002689,0.497340365651559,-1.04359461200155,1.25795281992442 --5.24491900213065,-1.11505000499486,-2.51572668603246,-1.0122734712276,1.17224499161159,-0.304566974553596,-1.04263034603992,0.565102022753695,1.33788682810122,0.662981120824369,0.288308295606014,-1.02349336532298,-0.0364771045827435,-0.934951532569376,-0.805330623703857,-0.437254999933108,0.61388951069039,-0.394295142482428,-0.674172626991679,0.873663926180949,-0.555183636522774 -3.78145654229007,1.58649048041527,-0.386387656436542,0.565614139331361,0.615494857983042,0.418235378712145,-1.21972601599976,1.16009941075161,-1.4872019985412,-0.680622033984992,0.269343502802002,0.713368236143428,1.17507583796155,1.34163463425316,0.459828582160438,-0.0682206668853163,0.178678247484744,-0.0224886722027098,-2.55450749087001,1.58453332301677,0.346540385323605 --2.2134946751078,-0.775966162548199,0.306764539186053,0.143655622784786,-0.956233884941164,0.943527329477896,0.290573705837602,-0.178890347237952,0.655713605994706,-0.446302045747653,-1.31090837254134,-0.317983149983425,0.753372022628001,-0.910790799384129,-0.443573317292994,-0.521325881140048,0.143964508651453,0.352494010272791,0.188117948889559,0.0209397282719179,0.0806110761416642 --3.10985732027029,-0.656092428360995,0.22124660909818,1.32089086049796,2.87567533703442,-1.18837715254701,-0.413803236450377,0.716232561901108,-0.0291524225794519,-0.169580946655995,-2.24599655223074,1.49900165655479,-0.959545363582566,-0.307269077161167,-1.49892616984469,0.697577157641284,0.283855016238682,-1.36213318656852,-1.16702243338782,-0.536973074458956,0.0371446604107579 --1.97555664415191,-0.965048986643762,-0.275283664800405,0.0247513002334452,1.24540653200471,-1.61643538354714,0.399212857256358,-0.926538283819008,-1.53502898904822,0.200182477004782,-1.20654461693436,1.14151288488958,0.709453891928446,0.121615203194493,0.782299237153781,-0.989295518224204,0.53145502547894,-0.0731787970227448,0.505998402160616,1.31121865852367,-0.295780343525365 --3.82856586738876,0.746863320289386,0.911108832558163,0.011452656178367,2.40885578955424,-0.95153725065754,-1.04878993237855,-0.385224035172093,0.70740434451487,-1.65976852476574,-1.09521162806226,2.60828953193495,-0.885109612831261,-0.163367928010969,-1.21911717969388,0.423410455259446,0.761791265070292,-1.01484356075006,-1.39018552690461,0.566637749249427,-1.22331182681007 --5.23454590115517,0.677905536251931,-1.3334897113704,-0.866111027293333,0.504995622283768,1.04463956566991,-0.578283119156848,0.307231634458658,-0.397180590750354,0.0932455479455333,1.45869444094556,-1.1332144305239,0.483489959985925,-0.861846436457887,-0.522288590033017,-1.25665017038639,-1.80498794943444,1.51562937978546,0.402741996909593,-0.00262326041024485,-1.91503909773474 -6.06569444456726,1.29653625864232,0.788199038937063,0.137674890508466,0.751786429592737,1.34201808371921,0.267981090877933,1.01155705991786,0.0763315991788635,0.0597427134310458,-0.806471622268307,-0.438812929411383,-0.680965067072455,0.637427955888748,1.19015049424138,-0.857458978373763,-0.583474673929061,0.311119556015546,0.417104200415455,1.15748960832872,0.135566626266117 -7.30442015205899,0.999364190357656,0.911537354242428,-0.144358902262306,0.833069251414306,1.36338048609377,0.456426728891367,-0.129700013891944,-0.482498405285487,-0.0145496552789459,0.862078466177244,-0.979656121902379,0.888189726258179,1.49592080630104,-0.779922507027209,0.307885030829158,-0.854345113984338,0.600793235998412,0.754854042290211,-0.0144886998361477,1.16934622944747 --2.92800363123688,-0.468470898652754,0.34005710773804,0.532518869989782,-0.625529378390073,0.939566309107266,-1.67096948683197,-1.03366664343609,-2.05425290437582,0.503728420425283,1.34211422102697,-0.808455698685082,-1.45339659139894,-0.333912584837335,0.108084166629834,1.29580229454602,0.451059995732517,-1.33027753142698,-0.0443659113058462,0.626278464946118,0.294593336453497 --0.0290077951849397,0.571485629012,1.11481043731866,-1.12289460162681,0.832071709375792,-0.466718148333704,-1.78435924165053,0.77050194189465,-0.200371608812602,-0.0389980198191691,-0.644532989011416,-1.5432953076628,-1.07183411196984,0.180522681064736,0.753560852519304,1.41665043267106,-0.70636456432614,-1.12863109851595,0.329293717624549,-0.216193372505069,0.426468950465859 -0.635955540119544,0.423369097200286,-0.218023436237999,-3.19493429349719,0.858067106153786,-0.43625434125626,0.848804999911197,-0.649887227573618,-0.109918848969956,0.582041929429656,0.378394035158499,-1.00347369750766,1.11421876361421,-0.282152169116703,-0.508972901073509,1.50448045420976,0.649983946580221,0.770510072428816,1.1305826862273,0.0770059040163953,-2.70230285525788 -0.157588112864635,1.57194319674487,-0.771255116100897,0.38464550768543,0.313740741726888,0.0609556443030955,-0.668647770418592,-0.356505383971691,-0.974368008290858,-1.61552157322394,0.970553586317023,0.375434604728937,0.983106406547349,-0.619129396224144,-0.345865787000906,2.03329694127516,0.180609045545673,-0.546111259662485,1.20788101472909,-1.56950444616903,1.00053742184531 --4.75486263340983,0.240256623616103,0.662584187206001,-1.44294207282401,-1.17216663361068,1.22229213568458,-0.33376375437618,-0.711164505961071,0.695993621739525,-0.691102855630251,-0.506282742321839,-1.02058505405832,-1.22898123585988,0.00553155352279003,1.36343210299855,-0.256798711863963,-0.499927074887899,-0.740568034481887,-0.409584886467459,0.0969376931731751,0.755953343616877 -4.72166038745259,0.316422729082583,0.792225360678587,-1.59463806999943,0.278805459082083,-0.526418696320778,0.60186869372922,1.10007050208179,-1.50266383940009,-0.268800969582796,-0.796105748731257,2.00608340090551,0.575060627396767,0.706989699224975,0.62923011539781,-1.00016180161335,0.380133578832907,1.48839753680622,0.483520613739862,0.703194790120461,-1.10645212659272 -2.36461612378093,-0.54417040030936,0.216416730409139,0.839357630778784,-0.964881496154168,0.409229823321131,-0.856089763428411,0.0483344838057766,-1.102905712061,0.29227407886707,-1.15256695586776,1.86293091374416,-0.487753481587305,-0.140624221606458,0.449402586559741,0.132241607312261,0.759770008392714,0.434650752942434,0.160117957844053,0.0352469952410741,0.38705120664386 -9.82603306732921,0.122651647086549,1.2262090181214,1.67128958491649,0.110477616768905,0.861258575927564,2.12747438807602,1.10223812758928,-2.43531491907842,2.8876204965316,0.471484925124769,1.18936640343977,0.539694823616227,0.730399406068603,1.29311312617797,-0.578253913606436,-0.0280065229911412,-0.221314518112892,-0.120139298974357,-1.25442322963479,0.605083250671731 --2.61374152071444,0.954675640623287,0.680670482701122,-0.132374757558041,-0.134097818325909,-2.62141741055283,-1.21834439975258,-1.42320219031062,0.491137086603261,3.1607773759183,-0.196473322646135,-0.564234989692204,-1.0978386633386,-0.665714469694591,1.87516171324443,-0.755272214857202,0.332371575112996,-0.21861729504571,-0.0341151453905074,-1.03545889344129,1.33373189748756 -2.30600312978712,1.49229156949754,-0.105318780064966,0.230931901176068,0.774689041924795,-0.0184795930221228,-1.33980192013888,-1.2906061139933,-0.857565605047894,-2.28394717359871,2.03675206712041,-0.187333207993403,-0.307425037978735,1.22030718608576,1.61240773923981,-0.943023447643631,1.06235707489997,-1.39794038427397,2.44509597426494,0.305722929964491,0.766822844545613 -0.89728604677905,0.782586988631191,0.929365998140173,-0.716597343437413,0.270168513053775,1.78333609590599,-0.446350309113181,-0.789905680785031,-0.153894769578495,1.0389313900864,1.8320566301798,-0.321437795024976,-0.569962269633661,-0.452559162875569,-1.78566887817927,-2.85943572376118,0.765895636765797,0.81470374158446,-0.690773851820721,1.82134552753942,0.137171307188384 -2.11609498554967,0.531534886349928,-0.536670111171916,0.539672905796055,0.489301290645676,-1.38171640033523,0.574992313485829,1.00622162783639,-0.624800738458263,1.6694061749043,-1.14352361964022,1.64961364496448,-1.69487404113973,0.0399110097175286,0.0906605883525012,1.83103697758427,-0.487037982594565,0.0285766630249399,-1.6084878238181,-0.784666521793233,0.511466363058815 -11.21904669031,0.567232748620047,1.67453193664102,2.36780852019245,-0.186645004573181,-0.484372968123272,1.69579830550289,0.771175527953946,0.978271348608051,0.0778169463014524,-0.653064769334916,1.01255886531468,1.17107583688476,0.607619704826155,0.524408263772751,-1.01529247271079,0.883836932570842,0.513882706894523,0.546602341596886,0.208921893847269,-0.395541250509777 -4.84932310872052,0.156782131753834,-0.487188681404389,-0.755860219518557,1.00379805912617,1.0625123677338,-1.011682859289,2.45569204274188,0.275850454394693,-0.166166245403983,0.571514389993166,0.378447908459918,0.227249695264213,0.66311199620119,-0.418496758026741,0.616563807548042,0.674524606462862,1.40970461193339,-0.375474289081259,0.0989488895752478,-0.291027582708755 --2.64959894960221,-0.402740225607502,-0.897620842958185,0.354253244806507,0.349920951383256,-0.580101728989678,-0.619023124120806,-1.45129633465371,-0.252107884052846,0.119671949991404,1.15852424236962,-0.437460349280799,0.850798917026567,-0.84718482846033,-0.794237677884489,-0.410327164147226,-0.802972437190147,1.11634677398967,-1.30329316590899,0.216922072288676,1.6373349919962 --2.6253385147416,0.0754858051111999,-0.57592402618557,-0.52608868576046,-0.153769684234748,-0.483746281574354,-1.24365728149612,-0.289587820360259,0.817794851584593,-0.753070253670527,0.96621400073242,-1.19907233307922,1.6941078503114,-1.06340462759377,0.499411436828573,1.27276649926266,-1.48928811699579,-0.798881994318305,-0.0286202564794752,0.664858977082168,-0.964138328637272 --6.63720965515738,-1.20263029488377,-0.018703709779272,-1.32679056625691,0.366325123152145,0.0500002266809962,-0.834009236327024,-0.664340334001391,0.33002569368089,0.975837954052196,-1.3546511632033,2.11861211058649,-0.137804466951356,-1.13994409525422,0.0985751228850422,-0.10589645627103,0.900601278607917,-0.346363160040279,-1.41719510427869,-0.433656788345724,-1.03460629476118 --1.64371691237606,-0.372384602760343,0.736066945186716,0.613194101286976,0.630400629461823,-2.24894485540743,-1.95948887048436,0.212353064063153,-0.243186049916237,-0.432739408143701,0.827414921768417,-0.102570896234302,0.635383098440672,-0.567416791170332,-0.160424791316876,0.311747177619641,0.518949635162657,0.594919048603035,0.876629568061147,-0.406525490392946,-0.92352034150708 -2.7133022193744,0.652391155370522,-0.49718525852584,-1.01232590686606,1.03254048578786,0.403419945040687,-0.327198730073548,0.723186294201483,-1.08255624054374,0.393413040948853,-1.27459750233216,-0.512349633385525,0.10768603345943,0.54461866430039,0.851163992604573,1.03723743994889,-0.240989321541981,-0.797653473738626,2.24680558321151,0.737904188821797,-0.347843140200722 -10.4334262526045,0.617010157044081,0.230388553870107,0.315194236171566,-0.259337950990381,2.42287255944747,-0.159493370467213,0.844156785949002,0.466726452430946,0.22818755525166,-1.1929437283335,-1.09682580561352,0.785673983046411,0.236703688948267,-0.75713674733119,1.96676525557159,-0.192270946202793,1.70606984430648,1.21799942384048,1.50691459042222,0.898488414950272 --4.33318628935419,-0.447139503006748,0.852231625527046,0.650792423529549,-1.21180322456346,1.74565532187313,-1.09830580380347,-0.0208132743369132,0.234689916056864,-0.401551691758939,-0.0276251892996509,0.270009046465646,-1.15021667408539,-0.989886958879188,0.930217577107092,-0.0958228044702312,-0.00951264310514824,-2.35794391474861,-0.28339831023382,0.547716348041122,0.329764405872268 --4.65057436796154,0.158480999959808,0.16809064248767,0.320856091534212,0.247031612182086,-1.53599472173625,0.36775811225568,0.774932681018605,-1.60541734079077,-0.57073875411214,0.951005285524407,-1.03736238535133,-0.255715781481502,-0.501767343517219,-0.0571574514348605,0.672300979473392,-1.20471359200309,-0.593105002132594,0.453430079788856,0.0330737472636487,-0.769144594541802 --3.26975888343415,-0.513998937635304,-1.45976644384712,-0.541320267268773,-1.27853787113694,0.351465593761802,-0.00764415745998517,0.171202209025414,1.57866288461979,0.193116408871453,-0.352867617441162,-0.0373545135754869,0.0465777418951947,-1.50724835970822,-0.288523618534085,-2.84612154612776,1.01213347743826,0.80935524290616,-0.663947630938813,0.387142128932763,-0.309797083142458 -4.91689320545088,-1.12276336437519,-0.754761108206091,0.260502178115276,-0.148519437862068,1.60517529725566,-1.42770568311503,0.422700398067898,-0.111339171739908,-0.0292206275561075,2.19757425828907,-0.170567906130492,2.02326254279389,-0.0788617400674369,0.441148948422054,-0.418051592484159,0.603722582639586,1.09307454992931,1.13042741830108,-0.0956540928865831,-0.268485295798712 --2.87669927051887,-0.447139022225265,-0.884015326082865,-1.49047904166952,-1.37328742900217,0.303293289768576,-1.31907202939081,-1.19576123081958,-0.906015044639536,-2.68160337180502,1.208620574108,1.18327853716295,0.730469442159054,2.00586616284257,-0.0717364943501213,0.27604900079454,1.60260603322295,0.996118373771507,-1.13161192273355,1.17990127342465,0.606874399762559 --3.54968987081177,-2.11185369823736,0.377298290612475,0.932864245465294,-0.0779034315802588,0.460905607739337,1.14863155008062,0.297811138363114,-0.819479088883363,-0.619958515438466,0.37464089686251,0.2742248310295,0.288440002516886,-0.288609211635254,0.299144204721976,-0.264537614560425,-1.85479345612619,0.323068230218452,0.717932602255518,0.162626475464357,-1.25953719624795 -3.35219742213548,-0.728098632558749,0.963673917741537,0.0201608266246983,1.07956762282228,0.392088908347023,-0.343932166240133,-0.140754229600837,-1.20388165448572,2.07204750988057,-1.12787674194001,0.343801103857401,-0.436036349129393,0.343565585020831,-1.54487849773271,0.129201707522684,0.730317733918336,1.23920174128808,-0.949760077947224,1.48435645926355,0.153439812523517 --6.5783768137879,-0.246700356153367,-1.52615765169228,-0.48079391343857,-1.3454324603515,-0.357588026987889,-3.12985322991494,-1.38220612128653,-0.543559469930358,1.59431835571113,0.481799998615306,0.337608493985131,-0.639173863585489,1.38797143527532,-1.18188671846777,0.284173055051178,-1.34038647999294,0.555390134170948,1.01418395033056,-1.15866643756524,1.48184286364982 -0.0762204732724212,-0.613615678060157,1.22137870317836,-0.34680531630358,-0.0445120957493351,-0.483997387948994,0.747520516331265,-0.118656082142051,-0.202500043625703,1.2175907877894,0.610816435117214,-0.353209678573524,-0.149067726574745,0.100263286364021,0.0742075487723459,-1.04917622442216,1.92560447522777,-0.348586187946785,-1.35774476999088,-0.574951407434919,0.917079091006108 -1.04385386090772,0.103947848541539,-0.31968033678831,-0.954086475938909,0.812008396969922,1.02839707812337,0.135698775726323,-1.09961988418574,-1.05635184011194,0.349661704873759,0.521959504337751,0.835026441733743,-1.62944651199765,1.62535731326103,0.285643733829544,-0.743266288788052,1.84723559425289,0.926961984016483,-1.26201408150145,-1.23755888817828,-0.148441886306725 --1.10543551492143,-0.800578552066803,0.565806778493512,0.372513853712951,-0.85112540478635,-0.195469397930909,-0.067698146040224,-0.247069242427623,0.755666267462508,-1.6402090693847,0.652402366057564,-1.33529822428369,-0.0621715863287817,-0.0607470370721065,-0.151676339292971,1.07601570505441,1.32443601059119,-1.19578516463748,-0.207473415256966,-0.151119222882321,0.137077119726896 --11.9102637285364,1.32370390419044,-0.916354146341568,-0.308810821336082,0.646086460146041,-1.54973432762792,-1.33680022959587,-1.27888101639784,-1.60738262793563,-1.09684416077655,0.187358469634951,0.585952670868404,-1.26581400096642,-2.11970067985473,-1.16350841868927,-1.12343674977355,-2.26633252821966,0.125952208816267,1.46550546733033,-1.12427563757646,0.290039916301264 --0.456293626168431,0.0311640787660535,0.369471616262088,0.780990631929833,0.0690276356955457,-0.0760827420537072,1.53258903368132,-1.04487719623532,0.17301726495898,0.558340245311673,-1.94120161379781,-0.934059887220762,0.66391614462135,0.159295733160303,-0.663404076155891,-1.21741405930629,0.179688560357991,-0.00717148681177895,0.811546401511478,0.713044679435633,-0.94179636588496 --5.01914251293514,-0.82361367332353,-0.0212587010650414,0.810906335169189,-1.23561805636584,1.34359729409314,-1.36911335577215,0.945881847556505,-0.697010309859934,1.87903481124122,-0.0319868468807139,-1.09555792641258,-2.65521723895453,-0.752921092792892,-1.68410117247251,-0.0339886673816748,0.44964483144534,-0.0466899697626057,0.460960521350492,0.716537358041177,-0.872954876411675 --0.909370794805616,-0.866751731322283,0.224467950390548,0.336827036238814,-0.0330016762329928,0.572754239466767,0.334226921565027,-0.0379697752615278,-0.949892236937382,-0.501547123473051,0.697771440566109,1.09884272534818,-0.545637518346866,-0.0536788086698286,0.192366536166018,0.623494665649912,-0.61798845297098,-2.14766305844353,-0.560698743983516,-0.0754479338543229,0.101969457248115 --7.55360264603906,-1.25258157877411,-0.922442033948606,-0.208394945775027,-1.32600472985568,-0.179062787285812,-0.512241558804353,-0.435994472164118,-1.52790734441658,0.544984305256384,0.333578729767153,0.981670955101825,0.793002721483558,-0.0560710800213789,0.309280981008397,0.65727893812772,-1.4570120854365,-2.22693409458512,-0.935376955548076,-0.259423354002381,0.0629452711268431 --5.19723211251153,-1.0501979652639,-0.262482283035964,-0.481652383121574,0.281844753018797,-0.889733076789623,-0.170413718247691,1.22435560893696,-1.55914306297859,-2.81327321738776,-0.0560999395123209,1.23352517513517,-0.294546198076059,0.147690266775742,-0.143570095649227,-1.79334324181031,0.610412314390097,1.00169712521987,-1.83652024353356,0.226109108325603,1.38154422403379 -8.61477857727265,0.826524800809867,1.13481386067868,0.845421355088919,0.301508178045532,0.587645027827261,0.512891063425513,-0.38772072823,0.244261613904001,0.484518786573375,0.115336362806574,0.0797422834495467,-0.191556893911769,0.401513712865497,-0.832551483942536,-0.665867221274496,0.0244092099268416,2.33245319369713,-0.679392178115997,-0.284920645150971,3.31765442633319 --4.97660520627017,-0.843670255924305,-0.825773477197413,-0.672966024522399,1.13923585620927,-1.20847588575274,0.105931592358057,1.27784228448412,0.112967242218372,-0.177798047718257,-0.58633875079695,1.75811821492071,-0.968948505471584,-0.253956247372709,-1.4658906149481,0.210859113272234,0.888259379258087,0.814029429023581,-0.616110035171385,-0.692443327549119,-1.36740853241298 -4.45321786616726,-2.16668094347871,1.04291500945657,1.59205008237511,-1.04126970785326,0.278208510531353,-0.766285270432335,1.17451315997889,-0.339421736026526,0.425782935954264,0.658074461149265,0.04067610225716,-0.101588042479232,1.49612222593524,1.93574725052627,0.136599310844943,0.0869053134827565,-0.62828664240644,0.307355592328039,1.53668948472927,-0.837285272024322 -0.869163788145093,0.774014993072303,0.264597562475079,0.0191305173079738,-0.481343660583503,2.22568224029998,-3.10388846657711,-0.498936791238596,0.348516700467663,0.456697317509569,-0.576151139761573,1.35144676464662,0.389304923153636,-1.31810187019998,-1.11226878135834,-0.105460819800429,2.81548109298044,0.00488303354125073,0.844992255138952,0.855294169273881,-1.59090247561745 --3.81036287022892,0.598681328050187,1.15499673468066,-0.0739439642097006,0.290750221760885,-0.27167008887342,-1.14864205781771,1.01794638289751,-1.9249694477516,-0.488784630447726,-0.47982664781526,0.231813597735271,0.276950682987107,0.36116544876906,-0.0538091570052429,-0.708684872812111,-1.79268287084767,-0.586145089539641,-0.227680009071447,-2.08406176114689,0.817750818284937 -0.77531208996328,1.19722467606599,1.55556201971689,-0.16723207593566,-2.48501061339662,-0.449198814453296,-0.81200993279817,0.95354120683012,-0.0740711699638028,-1.02099464105247,-0.893650770810559,0.40096619755235,-1.08759925576552,0.798488875619799,-1.33355697357369,1.63433534017323,0.551285473877435,0.299597594994872,0.32607512223004,0.762500704679624,0.683065436960153 -5.21362887714548,-0.368173869420077,-0.0245897650326893,0.176999872368914,2.41129559900589,-0.0595562877456838,0.881392449454978,-0.71463028948413,-1.25687356236596,1.70963266799526,-0.132338966574396,-0.722429000170032,1.17874484520738,-0.409269254229018,0.447702711912179,-0.349990050029583,0.877744745402345,0.266012236411802,0.666121014233431,-0.164800685811384,0.219763202094796 --5.81270922514502,0.702319798990721,-0.346118713059512,0.385333808556101,0.683976707554142,-1.50987360946868,0.405419378028101,-0.0640905930759152,-0.377751080869804,0.123892863309752,-2.30833031099488,-1.25261574949153,0.0666233130998359,-0.0857003326687205,-1.3498222349256,0.798724950616443,1.84257977059115,-0.635578379461167,0.681419000041733,-3.00921333342042,-0.768500172853456 --1.33579498855957,0.0753470583633293,0.159325017970611,-0.679303107444764,-0.943937271472998,-0.109153246426502,-0.8611999404954,1.61051184350036,-0.0910308062430586,-0.0520513587902593,-0.693005115469867,0.722390558753731,-0.0965961861062319,-0.433832448682369,-1.04781013582932,-0.541358321937449,-0.650133621595236,2.50450542829886,-0.0677452250031432,-0.00487975651393698,-0.471801324525592 --4.80244583042621,-2.26265058199372,-0.177631298012807,-0.638491441347398,0.0465360684118055,-1.02327950450594,0.376648417641446,-0.428104004779771,2.08981586282195,0.171806822149528,-0.400395200558211,-0.245391099848965,1.23831853825546,-2.30443394944086,0.0311401653724976,-1.28006973124426,-0.3984806683885,1.05207019584821,0.814587975300863,-0.407659027056372,-0.929840023740647 -0.136088604645518,1.05470523935575,0.527372605383554,-0.170101885416541,-1.214173625735,0.372696988152668,-0.418641916171552,0.063150248095025,1.83538934111246,1.47530882953684,-0.712129757748591,-0.362323734285191,-0.348842065586519,1.27008234890293,-1.12113193096549,-1.24129656009363,1.04899327756439,0.157496066931562,-1.73437496932515,0.218808983736584,-0.887287834375923 -4.45776696886106,-0.897325311528992,-0.144833354278006,0.203699485031809,1.53251857702325,0.547222552370565,0.112392277954199,-0.587628263316565,0.242907889305263,-0.482315857687597,-0.159580556354795,0.855038542688211,0.325234421552173,-1.36341399337523,2.24601565146695,-1.27341897075706,0.02657366121116,0.200292183775016,0.906031201371035,0.901219765299884,1.60995391127318 -2.76068689931431,2.39885487143668,-0.0251149886877572,0.161457325417466,-0.12156636144345,-1.83003085966915,-0.756158969069525,0.262823543182234,-0.322717689808728,0.485870972224831,2.47616371239148,-0.761675713239049,-1.44081816463105,1.2959108567992,1.95036932532545,-1.84645321045606,-0.852540597895704,0.7374066833555,1.13732190416603,1.70603422407798,0.471532260037091 -3.05322826248368,1.26319966951482,0.87090425287939,-0.167820636745861,0.558849072463062,0.176930409744419,0.105540628495876,0.697735589281783,-0.708879796082062,0.115465135675601,-0.661959882418996,-0.283629823596449,-0.244021777931688,-0.424326933279908,-0.784343681368535,0.895595051269778,1.54375000078224,0.751211113329787,0.330898744392946,-2.26330950366764,0.590303937024273 -3.80016383170513,1.29058501543878,-0.402653134429456,-2.70070495901009,-0.228357255202094,-0.142065744750309,0.342462637455895,1.05298294135792,1.23349641535404,-0.82916703715261,-0.758319061327202,0.422888445275477,1.77278407960171,-0.356441709081111,0.0882607439882342,0.138716408962516,-0.343235004578998,0.911570271750136,1.20842007417268,1.42355887353121,0.414505994713841 -2.49564737266932,1.9884855777354,0.974899530163693,1.28541443925333,-0.0609992515187789,2.26508085265745,2.17947042416235,0.0552501953385633,-0.411477240675731,0.0813499248152402,-0.695694780486833,-0.547301179449434,-0.714537212916765,1.38719161688993,-2.57577166720284,-0.478797897221337,0.255674895467894,-0.531471670319634,-0.288204859287665,-1.10764928871253,-0.526947770940563 -0.425215342391836,0.20920690626195,-0.607443795520809,1.84149252902594,0.681565447622652,-0.77777694284245,-1.66330532662919,0.20170769384906,0.204805712328948,0.114835887386054,1.24045386756731,1.79592809711727,-2.91458972963943,-0.892962675551602,-0.16802512453415,0.689580944475904,-0.2954312291986,0.20130806405893,0.114448578980914,0.9639721983405,-0.91865119187407 --0.367320266966846,-0.444696566571594,-0.66700823018166,0.345330843373156,0.481540383942102,-0.291234503605243,-0.0312658464280775,0.376063847519566,-2.22584111433671,-1.4180510335919,-2.7320474654027,0.107867713176624,-0.462645755438605,1.29280919099685,0.590836773174624,1.56681448675288,0.888658203373817,0.998941113516133,0.828276450801357,1.37057572780708,-1.0333522120247 --0.0748364696108894,-1.65847751361708,0.834263469206034,-2.7101339536325,-0.768269329709075,0.55405813556601,-1.27725317128218,0.739592430468192,1.1548798310301,-1.38413967331518,2.63534763149816,-0.076331430977213,0.0559855111854064,0.0691454580989353,1.39893236192767,0.131747056811978,1.00357541673308,1.38989241246261,-0.786644969428479,0.105934888845954,-1.07079863621791 --2.46586073514335,0.582330196939139,1.31379866916605,-0.382330058435855,-0.619632908842673,-1.69361852388291,-0.610700370011132,0.385682739492484,-1.6072614196662,0.573872282168396,-0.653005606553758,0.141752398271298,-1.37251865033494,-1.17450521535192,1.10746219255085,-0.00927270611323056,1.32419287722258,1.10445036871698,-0.385456942562141,0.171393724682167,-1.24325056735433 -0.470096247810554,-0.711207574206087,1.44862046124972,-0.684721279750395,-0.0482836529308511,0.497202175368935,-0.806012135855624,-0.673788593566675,-0.117837785017882,0.773196848083315,0.688210763993637,0.293597806112894,1.67449327846818,0.51419383246696,0.479272656980657,-1.7495324239427,-2.1235004768518,-0.358076465861178,0.0588828396451869,-0.406737876212956,-1.13976086555909 --3.90416348333543,1.36899877314235,1.07880784385444,-0.821724231679197,0.114930999839374,-1.21612957657843,-0.221817108594385,-2.05175009321138,-0.902848943671862,-0.960146171030364,-0.827393713029824,2.93065773104038,1.7885826763746,0.398617517981934,-0.518579633395345,1.00255996983456,-1.52920895121809,-2.1683559578821,-0.955808478316917,-1.42023457416184,1.8621647021178 -2.27440254443221,0.0612009393130314,0.283323546413451,0.660933278637991,-0.588594117665571,-1.26768605653582,0.651739396095476,0.56911343695838,0.395870520461274,0.853254460495888,-0.0201908929593984,0.720406724882797,1.07009100568958,0.800229547270696,0.91937198737406,-2.59410604656146,1.01681107532349,0.598318369298651,-1.22100933535108,-0.0190364262720061,-0.703470810132357 --0.920569948446663,-0.252834857426658,-0.145411879889215,-0.412739405714152,-1.29076253175373,0.819374727184177,0.603221081949668,-1.65790527584315,0.621762178704076,0.477863018099343,2.33499373075338,-0.920720081745722,-1.51350338634019,0.304363579990276,-0.489910498817191,0.373471176743385,1.33365758669853,-1.04097682603205,0.582220508134441,-1.64563657298644,0.290274379538168 -7.61860438766676,1.0086433548207,0.484753548660926,0.455968210415674,0.0949023892026121,0.422995531311262,-0.820880606117268,-0.126866638619616,-0.659105444729235,1.70613388915595,0.505430495249766,0.835153762565512,0.248863996401514,0.628554171463777,2.3877880623631,0.629312209577307,0.351937268620969,-0.533583315317923,0.0801049228108443,0.420797442777106,-0.412696144329856 --1.75772175255166,-0.655228835942837,-2.48748335841864,-0.763273816515783,0.689404106593101,-0.08834912742842,1.71820267652064,0.48755644149154,0.89687698542462,0.159141389903217,0.361094505726553,-1.59603864923153,-0.290032446099271,-0.929680074510451,0.988844203114461,1.62887257110178,-0.258169461099697,0.0856579202450827,0.369168569006479,-1.48493920614985,-1.10934179963126 -3.37418081248022,2.63413136625274,0.833649667857531,0.565518709000087,0.164626422962227,0.582485392347625,-0.00377808868542578,0.63853289851277,-0.454561144143014,-1.25312757937209,-0.445913456786708,1.70671230903365,-0.0414904813974261,0.105281542301048,0.703094507138202,-0.331130953538753,0.575396095032227,0.422776700222379,0.430297128425775,-1.95124640756273,-0.726819354101108 --2.19246486697263,-0.305332901511049,-1.31172731048439,1.22035877958056,1.05876264557683,-1.97056951713203,1.44226923725954,-1.20715979992219,0.840627469439051,-1.38000650861679,0.260863052805796,0.718332274566326,-0.823621775802056,0.435979160085347,0.0572763756589013,2.00169365143272,0.231535625015973,-0.243906921241332,0.0516608691351832,-1.41332708146979,-0.916094107969295 --4.4946628689933,0.0984932015124599,-1.30479590470605,-0.589751542076429,-1.44974531244945,0.607083694407085,-0.388950036726552,-0.318695647793213,1.67054777762637,-0.680250527727029,0.457975023662214,-0.544924538910741,0.537302019438936,0.679707893917651,-0.00449590235006531,0.128985552530238,-0.465107892273309,1.48089192651909,0.0177755469488935,-1.51481923920408,-0.611199491909789 --4.2971217865845,-0.689208794092033,-0.566767757322905,-1.35291068805965,1.08677230239905,0.269178636936536,0.0678712195695334,-1.06658794321909,-0.446758809318237,0.924449017394311,-0.875254203016558,-0.653191837194151,-0.90126993423059,0.68192499220607,-0.933371848425247,-0.334223664031248,-0.693699137515966,0.723489625614977,-1.51815718749306,1.15426288309991,0.718140751106797 -2.71647275590393,0.314280659901411,0.25371175963825,0.195418889352675,-0.0637411112991259,0.625018907383095,0.361575319000379,0.138465856864723,1.41730142687097,0.305908263550655,-0.114143256210131,0.399203509626641,-0.485750071191738,-1.13501606478753,-0.423056804829423,-0.20442273394261,0.160117630219519,-0.285644593350387,-1.53672680200809,0.14534856845639,1.20977487291517 --5.85305872186624,0.920174531716108,0.0265675084037349,-1.63494749195674,0.164784781904162,-0.0974900877014533,-0.927973091913085,2.25081414029678,-0.041280794029834,0.8305931987796,-2.54601895480312,-0.424463307920116,0.260327600927261,-0.948966183819438,-0.569154118001588,-0.517616621322258,0.160054687006214,-0.292575844950787,-1.2084416814151,0.54870965941537,-0.881758669514291 --2.70115125422199,-1.51214695536879,-1.01894811931285,-1.75189305483284,-0.376882027444608,0.573901955553351,0.406801257674239,-0.839299576606036,1.07950002691119,-0.280868345768994,1.69437001173435,-0.208080666681646,-0.429721467831646,1.70096820753972,1.66611428543057,0.815984634107268,0.0391282109644844,-0.253857977232757,-0.0425640666344513,0.137556776425103,-1.41307771329795 --6.2512991655418,-0.0147023504214812,-0.425288858190284,2.34681370499294,-0.223094979360201,-0.686088410983975,-0.734069212656851,-0.331153310895528,-0.952810814670456,-0.839304622900306,0.244540805107997,-1.04465853493502,-0.153869286004539,-0.63593387532061,1.419702768484,-1.31147082517217,-0.53644725409762,-0.533786489339881,-0.766783889718329,0.947199848856664,-0.796887591048787 --2.28767981909555,0.605651658414658,-0.957335159952896,-0.656798484216841,-0.059269373313321,-0.44497592112215,1.16219184531334,-0.540959602542867,-0.200557619415668,0.457058537842831,1.70717938784197,0.298160734406545,-0.131639326772118,0.548033296350905,-0.990860250610575,-1.1605864617294,-1.87830543389559,0.396733301917868,-0.293749981151927,0.71483290064468,-0.552484553542548 -8.568236848661,-1.01688084544769,-0.0546398653533554,0.886715663767853,0.113171640089468,1.54758615694013,-1.65171755631544,0.861634027289483,2.91963378958647,0.59381304951852,2.52452035287074,0.466328656467177,0.808880326891684,0.56721183968741,0.10121427246237,2.11996013379067,1.17028224675933,-1.01098367605357,-0.778969333442475,-1.49861945513378,1.01560593105514 -2.90309541387975,1.11563955585675,-0.697475903809391,0.833098475217528,-0.670536764198686,1.82524342337699,-1.62729590000936,0.413896136842237,-0.00766099513396875,0.936078358325826,-0.338523328334313,-1.48812813050294,0.140849846644338,1.08589090065178,1.00726509668823,0.843663231527083,0.476383780888981,1.23945860023091,-1.72918623551552,-0.0636700731870514,-0.788315502023035 -12.2780098551656,-0.260163757178598,0.0270089596076065,2.14203967349172,2.53346727837462,0.350665454077452,-1.0603227483708,-0.466932412942648,0.967510123911289,-0.040939952988772,2.38695259151729,0.802185114873995,1.35369554640018,0.490732323822622,0.628228935591582,0.981185743836649,-0.0495996301636422,1.4727316928249,-2.58602253190898,0.872957584034916,0.546328035997714 --5.08734729663905,1.03647589608524,-0.311746107411626,-0.598353333199398,-0.641733480229015,0.670188306651363,0.622473262946035,-1.46083235393932,0.863702619808856,-0.949360094263558,0.00379156012288849,2.28986841826354,-0.958436641073873,-2.06826641444508,-0.305598330803304,-1.80194195805161,-1.78004774552348,0.813345256304584,-1.41860740037012,1.79920976083829,-0.559877391523413 -5.11068764354558,0.491079254833402,-0.002358661124509,-0.312589683767703,-0.162878281179909,1.04827367533444,0.0802984176917202,-1.07463864439055,0.660421777672804,-0.37174815144658,-0.654934155548609,1.09075450342883,0.145208165757142,0.953943919806506,-0.434233765083913,0.0846453970534581,0.593000642179414,0.115897256060531,3.18594963508889,-0.0392215112357225,-0.101462727940429 -7.55106724535326,-1.32587204988391,0.46376220271092,0.876179080527642,0.475343150618218,0.840880421743862,0.162061044043834,1.23077945228231,2.28978150863151,0.408500559537855,0.75522882897474,1.18412359708889,-0.450322472706061,0.0653798038361471,0.227113410822962,0.347566518076115,0.665596399138715,-0.388112998250317,-0.180369222803995,0.924292774336198,-0.71884997810671 --3.44663553108358,1.10955732912838,-0.339117597571966,0.282994426164182,-0.485954297509022,-0.840665422382288,0.0147598563511664,-0.217706148606211,0.412319460414728,-1.86833983229298,0.308294030697836,0.378787087784058,0.267571497319089,-0.0643277261094099,-0.0114300278547392,-0.37865355069031,0.538477243326932,-0.268090808888183,-0.450398945924097,0.884635261000271,-1.23106966387269 -4.09806728303822,-0.359109145088684,2.13662212589055,-0.0643777852846509,0.621098153331529,-0.416341274023371,0.26324099953892,-0.461428336680153,-1.00189587887556,1.26658123001192,1.78679352160122,-0.356862773791486,-0.302618593104892,1.34151164116881,1.94176822020299,0.153089242926765,-0.76478965905545,-0.0931991765568088,-1.75638736302484,1.6401788129998,-1.34418438401096 -1.03413708243826,1.72339651005851,-0.23877905059253,-1.30948347464319,-0.965780572345525,1.77718098365937,0.412072352296754,0.347188879998735,0.0554123486730958,-0.924592502326084,0.848839439900694,0.0776473416839475,-0.160553085550879,0.348744076553121,-0.175400379135774,-1.27096906752218,0.64287360453847,0.657483955650228,1.52246369130492,0.504976441334963,-1.78286486534457 -2.10717286844345,-0.804267340824148,0.0677856757251888,0.614364725302446,-0.267311503035296,0.187852732474504,-0.873870850765857,-0.903118683779227,-1.15111619240017,0.539854752060223,-0.0943846151510521,-0.499557211115826,0.199840856300261,0.956011402822801,0.653776890753089,2.00453133519455,0.501007862208704,0.47600350093113,0.30935311745049,-0.0435292512206763,0.253474370648783 --4.51949174206,1.42730551787371,1.37558236700229,-1.33782151343769,-1.15795848712261,-0.891101408669672,-2.75806174988345,-0.541286095647329,0.411793829154061,-0.275687790964265,2.27339505340225,1.08746689906936,-0.637359151171835,0.360241961288927,0.602093364728837,-0.161069786446764,-2.45580075112333,-1.59690766204615,-0.625290463514943,0.750463466717899,-0.574104069525595 --1.79673480097744,-1.08678927563044,-1.32947521593206,-1.50125527675494,-0.10605276227868,0.480290463536122,-0.605893575782874,-1.23708120222222,-0.809403058007407,-1.36186698120679,-0.700276776704529,1.07595829777453,0.925151266124163,1.47929828055142,0.207606316797658,1.21207817400811,2.11373382467303,0.524837147096182,0.0210768047197114,-0.0606705724292396,0.32445682448872 --3.40614137910382,0.57212115124666,-0.111010389628652,-0.598790066377759,0.433342172004732,-0.460994666496726,0.936831439612292,0.241117440603833,-1.21253863586605,0.890905851310514,-0.0572418860361443,0.0824248077007893,-0.17384603252252,-0.657160538937275,0.0594423392529888,-0.457339060626387,0.928245161253416,-1.59567000890464,0.101230059881789,-0.00154706211388234,-1.51330848657879 --6.84720763060401,1.4247933841767,-1.05592319545583,0.284504704921951,-0.0206458895856555,1.5154058366276,-2.46466628788944,0.00378719174740089,0.64275945992989,-1.10152443034889,-0.409411157048481,-0.172552988368745,0.0916939123578516,-0.0132628135958931,-0.848116645432827,-1.07871554132408,-1.2874329544777,0.345629586996233,0.382828018447356,-1.27657694604597,-1.44874404889009 --0.1329896343648,-0.406071351546959,-0.577028158231474,0.0662635651749156,0.979013493823372,-0.468986132543539,1.21281135820611,0.0721156559274683,1.15306098325439,0.032126814000126,0.19806277498933,-2.17053747391371,-1.0853243797419,-0.341617816872837,1.23846328594008,-1.01651093087665,1.00180407352484,0.135887680521378,0.0928829241508851,-0.0385269250391468,-0.313790324259052 -3.96924974994411,0.0491471875358494,-0.350000643074195,-0.234384648884502,-1.02591182026173,1.72197119681354,0.511167712322763,-1.01789692597594,2.28787986256817,1.85168957951584,-1.29966278451434,-0.0608842367599424,-1.72126713453136,0.555068562352065,0.573246761008065,-1.32493278159998,0.35620519945388,1.242022756805,0.251101663787986,0.652343647517707,0.864308149498632 --3.40161360522513,-1.03126516759309,0.278131733766637,-1.24323445640334,0.0155707786243611,0.363063021658083,0.922656419036226,-1.10374262477352,1.08119905921504,-1.12519555981193,-0.264568809595575,-1.25532552664548,1.934893966955,-0.0635330985334425,-0.495600167689503,1.08577044245832,-1.0539820318256,0.757325629564886,1.62168686425926,-1.87129628917149,-1.03108115574456 -0.670075531140593,1.03058022263579,0.0404138856384626,1.86899617239432,-1.12457416324076,-0.135461917831729,-0.893107741790733,-0.740270114568841,-0.294432168923495,-0.146612474602015,-0.838902650874556,-1.24835992390351,0.951897700624745,0.0495861944354445,-0.536689863468255,-0.833201272962504,1.76847679111115,0.103109697636978,0.459941050855983,1.38832938207063,0.264063533111146 --3.73519883959799,0.7965517680036,-1.83660410750163,0.145073216339615,-1.25061995791209,0.478054739360123,-0.619560379878838,1.60213539571842,-0.195728103962749,-0.253490956358804,-0.376693140729777,2.23555201475731,-1.50605621261863,-1.03371890042426,-0.216372745405301,0.0724101330338511,0.30256932690012,0.0111408187941755,-0.0579977841270659,0.968737934327273,-1.07422176595631 -4.83046965732658,-0.66721533565532,1.09538703052389,0.252384356787337,-0.104840079277345,0.25534419017267,-0.290198638930486,0.0245153532634995,0.931979284336905,1.70900074977649,-0.173276734932204,0.384893968854708,0.990359619220888,0.369665361780097,-2.31397943026153,-0.676885721376421,0.720839731191451,1.59061241062524,-1.1738683327897,1.6512336822288,-1.10574686772426 --1.71233811956347,0.233497650716142,-1.8695768975055,-0.55492895373709,-1.46588574081138,0.170917654714824,0.412802852331946,1.62351181769048,0.0736454034795057,-0.264439010638273,1.40439129229289,-0.948645544481356,-0.549391658939708,-0.609842448717274,0.088353756961385,0.469559201678106,0.636076604850122,-0.288129755999922,-0.680777269603114,0.497101792340385,-1.91811373298016 -0.324531524703397,1.86219504431796,-0.93364844751817,1.1376842719252,-0.385162930093116,-1.18570549260842,0.849338416489956,-2.04784081581873,-0.824254549578441,0.123224556383856,-0.0953080230263531,1.24721051573882,-1.2176312938277,0.765567653496906,-0.812339612848099,0.0172528201611401,0.0025280439226085,0.612130144910291,0.7271933617935,-0.711249034396146,0.799052307221201 --5.32884014371803,-0.0561531118933134,-1.0335454592521,1.25312484464079,0.988770557230946,-0.352767998243432,-0.464609568298665,1.04138435010646,0.926708981085455,-0.363454004730948,-0.660542048465017,0.609866332706139,-0.988601963284331,-0.705834247818947,-0.679882231959633,-1.1459831849599,-0.163850840689852,0.384698456053151,-1.38552871688158,-0.762675225410407,-0.353516205082712 -0.177215965408901,-0.977231994337985,-1.34889191457038,1.2724120812671,0.0395235609223363,1.93936518569906,-2.07182117748338,0.482489870070458,-0.603965992159235,0.888559233099949,0.0995844584517003,0.450021684771815,-0.108835719674674,-0.245162249303902,-0.287754490432076,-1.09840780375985,-0.0967801044670458,0.764833555847974,-0.391058269097298,-0.0405832831766892,-0.241488717932718 --1.9623730725318,0.949484831513274,0.220764894180911,0.721527911695155,-2.00395089629613,1.54955523545154,-0.0220315718066633,-0.807547864060974,-1.02416014747444,0.067594876218291,-0.228485507641088,-0.61774780070174,0.769580775208532,-0.283325133699115,0.738566784144056,0.0995114350998937,-0.516024335254426,-0.812492215447911,-0.14872640744979,-0.475741065252211,-0.669717956596786 --2.20254389731782,0.193217241210377,0.747215807991624,-0.344267770992089,-0.709743408602306,1.38323003796183,0.485483786784704,-0.329024625553637,-1.88454794793406,-0.0966789593076749,-2.04285716983997,-0.914284908540832,-0.139257634064375,-0.863264544099412,0.3589949016105,0.164561558254988,0.326312560469655,-0.606005394091084,0.856433617573555,-0.14132603472216,0.567453537224521 --0.0998282441953557,-1.01730063829064,0.391652005116455,0.0857915544420416,1.76948893007468,-0.171390803516308,0.465211072010455,1.25112695701312,-0.418630342201256,0.886763652166604,-1.96146889624179,-0.151257509144979,-0.0613977037321204,0.3790397168116,-0.699788792177994,0.421212464880694,-0.471018954206295,0.197898724219415,-1.52983756235796,0.654466122215117,1.09183008489494 -10.550785758735,0.0142790040846149,1.29117020309017,-1.57716336010885,2.42634991664245,1.89902570160003,-1.07279284813014,-0.711554567026248,-0.127389955598426,2.17855874191278,0.118028364867192,-0.0525837450614883,-0.086940433103782,-1.16244575314888,0.339932005935167,-0.171896706419569,1.54981960127339,2.54087225110734,-0.55003729173545,1.86036672824158,0.587250244367621 --0.693420007850273,-1.5201066457523,1.00553850951184,0.358016900689254,0.33385393147878,-1.27389352064448,1.54363053161263,-0.244695104362247,0.300961024423067,-1.49957332157965,0.698141060125086,-2.08811938568354,-1.51815273859976,-0.0300632358448426,0.695657084983427,1.95732083006061,-0.529704334027295,0.647378759890665,-1.03270848727726,1.2924928024997,0.42050333310368 --0.817273666470314,-0.673349298145026,0.894145749341549,1.05490439312614,0.668396437316482,0.37006634473012,-0.908225441830235,-0.451328826131018,1.13407102419837,0.653602471380577,0.302224194021204,-0.40438877155023,-0.130158675228638,1.54011914110697,-0.76878599880271,-0.34677379809862,0.734342886099217,-0.114951553096454,-3.10537614689545,0.226206487974415,-2.44109554489174 -3.04339388501252,-0.749364001391015,-1.21175610196464,0.365725538126682,0.765011662505583,1.06920649741555,0.355047481816585,1.78373836817633,0.527724068153645,-0.565242912540924,-0.365192068239086,-1.03541836141149,0.296095851462715,0.347342571468568,-0.380483025945256,-0.171427869723975,1.20634333477061,0.879840473359524,-1.54952978360088,1.10160361304354,-0.467311509964835 -2.82019569130551,-0.0342802464846192,0.230984175661666,-0.507337343364111,0.326031563281781,0.389820956056115,-0.614548364498057,-0.160188995639305,0.590220256185541,0.267145685273202,-0.592724440919604,1.07665916207873,-0.646431154504759,-0.733574722349377,0.263746679074743,-1.0312506648791,-0.541408884748584,2.5272922923097,0.862635321627084,-0.178697427830411,0.889021554520633 -5.70178197208581,-2.97229677488889,0.218487388343272,1.10525732903156,0.225453361989257,-0.987864061540539,-0.336540302338712,0.870257266523777,0.961841445009423,0.425716080584035,1.04612452309449,0.168785026628694,0.649532432700326,1.3898597676038,-0.87853655015644,1.21943064951221,0.286566872384409,1.78921592930287,0.602172653709505,0.520079281757195,0.731507081020491 -8.4194147023517,0.69463032731849,-1.28428412033974,0.688319083348006,1.35814555689243,0.125179153807515,-1.06932732331899,-0.0524656669792547,3.27461416415429,0.546714019287385,0.211626451703729,0.976236078419702,0.896520311829778,-0.53196428170635,1.0573384647652,0.931749886238216,-0.597069809922677,-0.282086094669209,1.14475742225963,0.022005467350792,-0.561454046638263 --8.94905938514545,0.730211688802803,-0.486506827272847,-0.223118916330101,-1.17453947973525,0.805901234643462,-1.74748819470866,0.329356673191208,0.141009507292219,-1.77200587934648,-1.54808493088711,-0.162442357104953,-1.17125846464884,-0.78780187739661,-1.13163601030062,0.883855537141324,-0.87709295515292,-0.527858736522338,0.222497805382619,-0.692437286069076,0.501947949757577 --3.50049848039164,-1.13396678917255,1.65346511242034,-1.54981139501856,1.90072604038282,0.176996417588428,-0.723076769314454,-2.03610566545972,-0.50138364197344,-0.722331506686605,-0.894150167741902,-0.406265844964961,1.38494880145897,1.00785965522497,-1.41946705876153,0.815956460056803,0.402853505943573,1.81505089778592,-0.570368945412647,-0.333838326454629,-1.34418968389409 -0.250213742135361,-0.0564820964404213,-0.0768112292061457,0.679574149374187,-0.937262128520015,0.363948708603959,-0.306386451035862,-0.238934000529005,0.452927199533231,0.0549379479007739,1.18431222405049,0.795135430545147,-0.185722517662511,0.396172217220325,0.146226884342094,-0.168678554293778,0.70982993353948,-1.61433095087825,0.34118136163169,-0.568923581928258,-0.402828935274894 --2.03541918176645,-0.258355701987367,-1.40119450613908,1.19611542732103,0.35324007497725,0.898827465620348,-0.49772062463672,-1.35740377372461,-1.66909456623692,0.491066222949906,-0.45258792944598,-0.118134712599012,1.4704410005683,-1.61745163777444,0.0734153613404657,-0.486679688693671,-0.220912794287861,0.199836018098263,1.79404744021316,-0.190754808360942,0.954371545059952 -3.80550069049471,-1.24876382771751,0.0471961457979828,1.46826530254157,0.494407813630034,0.907262224459347,-1.40367973929499,-0.561831969575242,0.46334057682239,-0.310605114534317,-1.26946735423468,1.76226734078417,1.88029640662134,-0.527296619186126,0.946933282940347,0.896931490136511,-1.98539100977249,0.613761852767933,0.774990881971471,-1.26879771383958,1.52460691989817 -0.0419042745056012,-0.103110580884247,0.211065203138829,-1.34271712174044,-1.58728356210768,0.0340282967829806,2.4174877871906,0.0875168162948608,-0.123759626171924,0.261846060729291,-0.210598794846152,-0.121944316025916,0.379466317998688,-0.631747780517231,-1.42206064578118,-0.738059628793343,1.7975022489771,1.2135311441477,1.16980429409078,-0.224070941604284,-0.786805412527633 -3.70203771651003,1.66919588438668,-1.08508901719787,-0.190138387005903,0.351468383836444,-0.290875251954558,1.48734214875145,0.113812663667109,-1.0181418640972,-1.04571312354277,-1.22951281682437,1.13266020958913,0.365670289651821,0.205106833099951,1.46538860796788,0.0735006271987685,0.801935548972313,-0.0458504957691381,-0.017081822082546,1.26426914004559,0.494931253589325 -1.36818728582894,-1.27800401212855,0.417459968971909,1.4994002950061,0.122072343269478,-0.15792605402255,1.3009167379602,0.28309253487677,1.58439679955147,1.65912595360245,-0.685659582530234,0.549337715385393,1.03152397597136,-1.0291942048891,0.219903006971233,-2.03530155982069,0.75248756015862,-0.519915132778311,-1.67444985567633,0.276120099725892,-1.78877008891495 --3.33870688074901,0.745799344342215,-0.0474900688318991,0.58465047595949,-0.898200510676619,-1.10086177647375,-0.139150010199307,0.175741580433103,-0.393032181351304,0.840515058055179,-0.273546250097588,0.95848341977429,-1.08094713428684,0.121250847676176,-0.728877577324954,0.438972870475697,-1.14603771984887,-2.51213544254586,0.769080691257771,0.465478792403598,-0.446930221511657 -3.75226027591029,0.490087172795728,0.119040313760899,1.23277458368654,-1.47454968656771,-0.416134521837569,-0.381089919587363,0.604518277815717,-0.525838833196119,-0.34776536300564,-0.797982829812137,0.617032162045859,0.785945405297428,0.571974183566029,-0.0537795397178422,0.17699175682909,0.746837713429744,1.38075347231452,1.26808868914951,0.660844482008929,-1.23704942612048 --1.13141733768186,-1.99670738675889,0.32731496432457,-0.317755025731346,-0.462118070654307,2.41716005389704,-0.493940339693581,0.0861928571339533,-2.13323148057617,-0.350833735137135,1.19033978784813,0.0221046868383373,-1.65580249426027,0.531744469692196,0.992562740833043,0.709025383175677,0.0501617041019378,0.34214135264038,1.60915291971895,-0.471689871147925,-0.822802494415365 --2.85984553584302,-1.40883531700392,0.630310567498758,1.37229235907158,-0.251974154497594,-0.771535077714852,1.34906263664248,-0.625899738517908,0.768779591716332,-1.64820261793382,1.11125781259067,0.805165763237497,0.794797446368943,-2.62937599774493,1.27404662473405,-0.703419015826609,-0.21343685532018,-0.320808785878699,0.237364636179443,-0.237501963308168,-2.28167022205462 --10.9757116864325,0.917845134523927,0.486303693246725,-0.548818784518712,0.525569669485477,-0.286821108525865,0.143424037361756,-3.41171290740574,-1.54703948054248,-2.15614583090261,-0.618571777380889,-0.812999886271615,0.414822366234307,-1.20097769503855,-0.621037231020644,-1.34830038610287,-0.790906679639779,-0.358834503095365,1.27074730851285,-1.59343633695799,-0.45269815257131 -0.512832047451369,-0.749480755434116,1.63498650237476,1.25242338546607,-0.131792338527228,-0.113908767402278,-0.0879795978738115,0.357963610001608,0.714699706020047,-0.0541368499054006,0.652066888155279,0.576200608125379,0.0566934799690688,-1.18259907020859,0.669800497417723,-0.168544830975858,-0.615711004492308,-2.14812826187327,-0.638138275564479,-0.219850077877872,0.0841709527224483 -0.98171420626045,-1.23843936852384,-0.19258035619236,1.32186447628598,0.297272608952326,-0.528609783868886,0.166062764814449,-0.639563109996653,0.17843636190712,0.0204404793510976,1.54075720692218,0.921377084595903,0.00794204891635414,-1.15439186981989,-0.599487747264206,1.02388069553535,1.16121269158492,0.481712140272805,-1.01491274060008,0.789554922594149,-1.20411602715415 --6.74365490571476,1.6144484044437,1.70049534548573,-2.52027570405035,-0.455008861908259,0.821224052102227,0.162918631722656,0.20195925773745,0.819329850418194,0.512226969658693,-1.0561138885287,1.32502200354132,-1.53201181821041,-1.77646550089065,-2.08401389169485,-0.645811664571928,-1.50472785545308,-0.78556068688039,-1.14950467231567,0.213969084598158,0.304055626247481 --1.19764852955174,-0.389374302909327,-0.545632700036767,0.757152403900504,0.861582596041897,-0.265270770231309,-0.0257224471404494,-0.300786978410071,0.691994522376154,1.18853769901559,-1.08348982553849,0.421621368595629,-0.0267299498067742,0.0717190209409545,0.599334653426672,0.706775277196009,-1.44762432328202,-0.97016878679259,-0.502302956490083,0.515298899256813,-0.0200937564185649 --4.02911487520479,0.263419746462831,0.448893338882351,0.504588639353313,0.38215988884863,1.61794907592036,0.0098578362695154,0.3679335240099,-0.347659884218463,1.19815279596186,-0.905957580841463,0.378333449596377,-0.856457189424425,-0.782509892437536,-1.34145070523099,-1.36245979404517,-0.233601951608286,-0.274993402790989,-0.566324949405406,-0.851101744411716,-0.543721443371932 -1.53614489465158,-0.20252164798064,0.742233542380817,-0.920000869781503,0.295897692453563,0.526926395052888,-1.47889714873327,0.942931002277786,0.669096505531095,-0.666925872610793,1.35573879042344,0.268722681352307,0.684793519195947,1.62292312903091,0.238112650306929,-0.4544203062633,-1.7841701935088,-0.155450895281082,-1.04505622346885,0.291705009925698,-0.147896377312385 --5.33957946100807,1.05768891304478,-1.63875262842157,-0.961137220617567,1.04734376781547,0.456063743955107,0.543056796919826,-0.489102468074997,-1.85408565459381,-0.589899143612268,0.0812128774780151,0.787229608294977,1.48715936872744,-1.29206247701708,-0.386898359020751,-0.183402818368859,-0.371674702790094,-0.118336871003425,-1.84095678435387,0.815053617966837,-1.82096822523583 -0.0257545115483833,0.261897335019092,-1.12257726347349,-1.35102302680873,-0.928909092863884,0.628682412369554,1.27750365027755,0.614904028391808,0.910322547872358,1.25089883045145,-1.45053388535367,-0.324090837167355,1.87586254562303,0.0624538812317644,-0.208436725996917,0.336859599568405,-1.39924944999442,-1.17014914822703,-0.311675540172609,0.61260800875173,-0.338924515858915 --3.57877354772333,0.107699062836372,0.120398500037322,-1.70988419303114,-0.857167340981571,0.281882406491307,0.628854330970326,-0.317921321955566,-0.183386696054013,0.069226067524648,2.34426957119876,2.15381050770096,0.571576328098198,-0.355915319375043,0.588391418063334,-1.40327537317903,-0.935626623045249,-0.700699951328364,-0.912335211925225,-0.684207524567427,-1.83165879245722 --0.380543712239151,0.83092160102577,-0.255124402094436,0.122339911578665,0.396590559693129,1.59193467117967,-0.725551901355168,-1.58146378277732,1.8095964536446,-0.293281899640087,-0.520124182753433,1.24436990795135,0.910664997322711,0.274043450618737,0.284998053481877,-1.05595367764798,-0.890824061567665,0.597467478789752,0.0830158820999381,-0.1937949177247,-1.39439230859017 --9.04983825527117,0.86127447440696,-0.936467757705526,0.428282277769607,-1.12923040303921,-0.272885472385287,-0.783703458889205,-0.0672229802632745,0.399087089376976,-0.989952079044984,-0.750221049998215,0.110749057429619,0.624551877529877,-0.825973513987436,-2.38002841173086,-0.913179057726663,-0.190356127918441,-2.12257147644352,-0.601369942000799,0.645740424670703,0.514853534837634 -1.80132517625453,0.330309251687885,-0.810178525682009,-0.515468107959325,0.300367058261104,-0.562841911388905,-0.304559597947507,0.169852218559441,0.900569458937082,1.04373806763002,2.04905140858676,-1.93689180317749,-0.205307721856149,1.48318743422911,-1.00155920640907,0.583011698756622,-0.297618250944868,1.28516999082377,-0.125506362134322,0.192780169482317,1.21239314085723 -4.57525377242856,1.08996243416515,-0.674210348762203,0.107596886163619,-0.716400971234028,-0.376618268067181,-2.32767751033326,0.00900062150301953,-1.16121539848427,-0.0701340524013984,1.08363198596078,0.0413359640180164,-0.818932994952282,3.16897090631487,1.58833812007871,-0.0657971319237439,1.56624802321261,1.64305794153005,0.873156615961254,-0.0756691255085306,-0.28715363877616 -2.01822035683055,0.598788527130083,0.850995542562607,-0.383510705911195,0.0809784199055924,2.09345671720957,-0.345487172973779,-1.10518660394115,-1.10683618529411,0.170404285390343,0.238592293518224,-0.267072742867814,-0.43929929846774,0.916622294855339,-0.26218022173696,1.34776870797041,-0.599627527543278,1.61240421852712,-0.572160362296427,-0.10460062341144,-1.61693725568637 --1.52273443859756,0.497042617000752,-0.37910828098987,0.607575489574804,0.370138747339361,1.93878829630001,0.638899628488046,-1.44985436603574,0.536309511111588,0.445681914549873,-0.183165720489194,-0.0937707919716538,-0.16268512220364,-1.38918004781653,1.70183167973498,-0.77304192363534,0.00634328587547582,0.132004374123489,-0.70578197896047,-0.214248648383303,-0.978303603505471 --3.90681243256036,-0.458069801278381,0.135408111822376,0.121773762927769,-1.28565370039294,0.383011109630966,-0.645418365146593,2.38521000284268,-1.16547062716523,-1.04595428131473,0.545037609729569,-0.771574113917084,-0.326578127616284,-0.752789629246933,0.311009048813581,-0.392099565878689,-0.544873112761744,0.125982912398601,-1.21851360873217,0.564174629145666,0.380888185330342 -7.88098011427099,0.917465292392433,1.1796621360082,0.196835561835638,0.151347198161157,-0.134472730626276,0.372628567569143,-0.594623239505872,0.240069244648013,0.4065467284589,-0.571464708978127,1.65663750672519,1.26289895758709,1.25336191119056,0.551655751182124,-0.283248711133154,0.0921270729960365,-0.184393767011719,0.154806633791489,0.408938093810439,0.674751791994243 -3.59232339840687,-0.410338311347776,0.86228191133818,0.164349351645169,0.7512459788362,0.401605883925119,-2.08837639402375,1.06110330201206,0.483863990715705,-0.587738891197501,-1.07844625475825,-1.10804127967441,-0.0327668408090159,0.971935510126238,-0.236429337469072,1.20110194114552,-0.525258795697675,0.867893710505765,-0.0134580141323715,-0.514034356275418,1.55539994282147 --1.47663224527039,-0.826102840033129,0.986457070856241,1.12150981525455,-0.0600992266528244,-0.432121638178955,-1.34332201079896,0.284583143774947,1.00050010596062,-0.443709452456019,0.269454009127441,-1.07175708515067,-1.23956157722583,0.866445773778944,-1.53894735995422,-0.819366595213536,0.783150313343648,1.60725360042456,0.91331624020574,-0.477821447333552,0.716428499536812 -5.42022428451588,0.0458334373317726,1.12786455207761,1.36907349631239,0.591571986171447,1.77907745411468,0.447816603859033,-0.358858565418551,0.031686306806266,0.157872012420534,0.715970259779801,0.602334883781799,-1.75548978779447,-0.175614823473462,0.562593836685477,0.546927553304169,0.47252260402804,-0.000861543078075706,0.224547226949773,-0.293619973553195,0.0528382938179317 --11.0209363322144,0.0249622809655955,0.677698623921592,-0.974388549051939,-1.28181547114964,-0.0837772682854027,-0.017430560697295,-0.73501395244075,-0.186084284891281,-0.283757461845541,1.48263095962192,-0.933605349316075,-0.62538872376484,-1.49462997824463,-0.77926170642884,-1.18973334262641,-0.6087490585747,-1.56458266142023,-2.2134846964077,0.438677086089637,-1.11127966066143 -0.494161822697585,-0.895038720605476,0.912517304428198,-1.21589001959707,0.291381592997041,0.504175716899907,0.141398038841339,1.69846769488273,1.47020746663916,0.0454086106629078,0.556294220339173,-0.523092088186136,-0.286791402792896,0.548284584947838,-0.536991931637244,-0.127093707006724,-1.07362257949442,-0.224252662710512,0.496463246301542,0.197535642877233,-0.520094707903405 --3.45013012973639,-0.648991738684801,1.09002583964534,-0.285336644530349,-0.873370571821568,-1.70302869286666,1.54314235195626,0.369434348142294,1.41868075131745,-0.897182801458878,0.23158865073529,-0.484791535898838,-1.28525815776212,0.0500997979255456,-0.631802334439808,0.415687585675235,0.110839583928398,0.808964744940366,-1.35306374683996,-1.14997775183789,-0.35421237422813 -6.12291024813457,-0.554713238195959,0.81112481373771,-0.333820487832657,0.935514578974887,-1.00055038319796,1.48487277921928,-0.457208353718796,-0.14294055278528,0.564538077372368,-0.712198153355398,0.257789324168595,-0.225419678357046,-0.745632198525878,0.499651873527212,1.92779944676553,0.7230264265222,-0.489039639832384,1.61924183889454,-1.28868427505158,0.877995585621431 --2.96230342766999,-1.05154685106784,0.334053787982047,1.12983300889556,-0.168994338986995,1.42551716054402,-1.67818197603795,0.531459921993198,0.321219307125015,-0.603619304730682,0.176007891494377,0.49747874065146,-1.20644615129018,0.831849210021929,-2.74224652506744,0.335923869240253,-0.872543093579682,-1.59221936528793,1.70411198208809,-0.3017663001389,-1.0364303131748 --0.295629224284428,-0.103330413021971,-0.786101940707227,0.267455280004858,0.92477834392763,-1.30249136608001,-0.288230936440615,1.89605317770468,1.52269591935916,-1.90485026443429,1.18593306221024,0.441827567969067,-0.552472006014418,-0.265000089956979,-0.757379513253183,-1.23817573478869,0.224270755772195,1.51332196821905,0.814785410641079,-1.73505318932614,0.783121379343098 -7.33538876206459,-1.43444270083291,1.42492094564972,-0.000100129239080431,0.102997686005285,1.2546313035112,1.41082249855635,1.64861799641591,1.40393907350602,-0.237940883904313,-1.0556573931232,-1.14667413956871,0.794399793393684,-0.278573961187842,1.16627524940005,0.745046132607852,-1.72225065714082,1.17839079967144,-0.356567452104095,0.153135334149767,1.265672521043 -1.56825282653432,-1.38061851977366,-0.0794358457971349,0.0121465697533807,0.559947880366396,0.203616421681043,0.023633859683233,-0.796947958717497,0.81439928674477,0.116013471341979,-0.788270243649067,1.32963179245767,-0.493191770657357,-1.78787725639493,-0.383505152642926,1.04340890392264,0.190236779611608,0.195426735462128,1.01785841030493,0.652097868070764,0.316738295808778 --6.7360350735041,-1.49939252899851,1.50983134294386,-0.130833653823445,-0.303228677531886,1.90822321285656,-0.282841466653377,-2.08602203450777,-2.65684749840591,-0.023705227371465,-0.491358941799053,0.662152635307122,-1.71195260783674,-0.741752139489754,-0.465198957037601,-0.645658156658709,0.441237664966602,0.595149189333082,0.499471512369794,-1.55116245166961,-0.649311339098754 --3.33324415286056,0.0220188600665074,1.02888945741908,-1.26079784333047,0.337534996676406,-0.718745005879694,0.720277708366852,0.22815035769607,0.0547685822897487,-2.56607890617304,-0.840142021988083,-0.117356703389214,0.142740282877695,-0.269608124170744,-0.810101274647286,-1.51247225648462,1.65887608300826,-0.634323523073037,0.749557267201053,-1.06520966324016,2.37947097682328 --7.41572618852277,0.0999637218155769,0.748847647935484,-2.18757928622902,-0.60894124754475,-0.626997731636482,0.295679603413273,0.333053279621649,-0.167988970893126,-1.59486337716705,0.89392806900267,-0.66388215854778,-0.790157394851516,-0.594105254714371,0.193272865720311,0.00763865959037493,-1.80671120579755,1.02611789666132,-0.86312205209135,-0.259768537933968,0.184225134776456 -10.414401270296,-0.115120629722453,2.49253474681187,0.774818413933667,0.728657978067186,-0.222715734296994,-0.567203436638442,-0.821957484292158,-0.471956604942001,0.734229098826208,-0.262585550747684,2.56951155351756,0.62339790203221,0.2197100746061,1.20860501425091,-0.142206832295079,2.92010383282382,-0.435693277310198,1.37048822223602,-0.487283334987266,-0.759601838149644 --1.56204078414562,-0.401538807587946,2.89540799998571,-1.07453349552185,-0.202055805165657,0.781416553839357,-1.77274245177429,-0.0289782928346445,-1.7727767928909,1.12081283531603,-0.0905425923184872,-1.48163902537065,-0.118218773996145,0.343317707143703,1.15467757730052,-0.589172796553334,0.0914790151328207,-0.364339153728401,2.23165812064564,-0.838714165299163,-1.16055051260738 -2.93204521310724,2.34462340773858,0.118815469185221,-0.44027933076045,0.0629587075679399,0.00362253426585638,0.623219968435563,0.033613379920149,0.934619991386182,-0.0945727823215078,0.329996457055555,0.345875843916018,-1.66090145401142,0.453072644522314,1.12695505157926,-1.48283042410465,-0.212015513943313,-0.778150676721015,0.213798027965412,0.243452132133518,0.0308636122329333 -0.536316231584478,-0.97721684159472,-0.116214376645272,-0.897813542756194,-0.0772439883381122,0.614593793001591,-1.31707868536265,-0.653649447815346,1.25470715036198,-0.879550657863608,-0.303135060140406,0.305095890976453,-0.756452525260995,-2.01049531150892,1.96908150584416,1.32988588335042,1.08110872271006,0.0985537795883503,0.210028842044986,1.37257382936901,1.39527978735626 -9.76981398114225,0.897231770683923,0.0255618173644014,2.24475299781762,0.190306717151568,-0.112685577958582,0.087378830292987,0.281816808398046,-0.361832572477145,2.16882296624592,-0.38184532660411,0.034206479351716,2.37981388829427,-1.70190389764725,-0.0496077321417917,0.876163405260742,1.30814843124455,1.0062037731868,0.364235484580549,0.0705829321469877,0.659083292970734 -8.22461018525077,-0.0917422928021603,0.949814243530791,0.923551368515364,0.4498953494673,0.703400438701567,2.34418397148691,0.717584329985082,0.613837261964567,0.620810376264627,-0.571365927762711,0.348410884355862,-0.871229502255895,-1.11294763418213,0.943639858372655,0.375388321655387,-0.401739345367725,2.26080518935559,0.363225896864861,0.308358120854243,0.273091106125949 -8.8666061941854,-0.316511372843731,1.00968615102136,-0.35487737430948,-0.166067012302992,-0.742243769620338,1.78758841205958,0.637744699664563,0.659230142277109,0.850867710788661,2.02781666206999,-0.204512943138648,-0.275668298708016,1.85854195791497,1.72672584055745,-1.34465734314849,-0.346003825203194,-0.351300002942726,0.839761241817955,-0.22044601013617,2.0587420486911 -4.35134676534414,-1.40289473916771,-0.783261736768549,0.680335117772155,1.38175476054716,-0.0331372995121021,-0.634925072760986,2.23478347284323,-0.167701552878039,0.773484962284017,-0.595990102979772,0.845110289342048,-1.85121450661909,1.54787967843696,1.4318651885274,-0.18394854860316,-1.65209223859033,0.762125768436288,-0.973204839383232,2.04938530495719,-0.102112238129002 -8.08420410420662,-0.154593922358847,0.147022752554769,-0.477215260605373,1.00942853006332,0.368497097164696,1.20194312463778,0.642543253927417,0.194049647695676,0.566816340902199,0.868872122391835,0.618411150830636,-0.737153129960448,0.0678580209094472,0.102683791742554,0.859631180415217,1.57676486462903,-0.650396876376447,0.911920939658429,0.969312460348041,0.333409929622647 -3.99969869853345,0.641791290227367,0.535951557383192,-0.864350733429501,-0.0989467802345823,-0.326375189616315,-0.564206838227939,0.730568191212168,0.646604468997644,0.964969412715895,1.02940335159754,0.134501381241715,-0.877327446706604,0.216334710449533,0.467622169865965,0.887402064756965,0.828353423641178,0.436142756877922,2.31978928426426,-0.0898733453340158,-1.28336845676604 --4.45018636292918,-1.4061189523295,0.541075885508582,-0.712881340313858,-1.96004047918307,1.00887963877936,0.6346227011426,0.910107693422295,0.912728801467623,-0.153740557039124,-0.982629628296133,-0.898047971317345,-0.165718003799878,0.177833033673905,-0.660557293583638,0.618630532535305,-2.10654367463842,0.062656670782482,-0.075661796785339,-0.676622796327924,0.453891561511916 --8.38483615707105,-0.888763510078909,0.527250812513727,-0.491426381751451,-0.313136915610296,-0.580102049259291,-0.0308869328994168,0.857700345049007,-2.02246096459752,0.552350350940501,-0.611916370219677,-1.61519778399857,0.305179799821189,-0.277035676316976,-0.686416814436431,0.0131659597930324,-0.539255506542353,0.268834722099354,-0.543722762731129,-0.453670129198219,-1.69232604484467 -2.57630341898493,0.119647434288857,0.975021761964616,-0.572305231628485,0.281742907002658,0.149442445052523,0.222257256330995,0.102036127071844,-0.631072047687964,-1.33084294044943,0.363179647848282,0.419242965069309,0.70008147502057,1.19998276237143,-0.218459195867213,1.48226157403113,1.546362760345,1.45299263876002,-2.20213210558812,-1.0183506391919,-0.1086184223803 --4.98484310310567,0.925436128541132,-1.83174812997153,0.820641575573102,1.30952924861388,-0.00642091699175374,-1.566882825351,0.0124640322186521,0.15373506988327,1.09108122049518,0.877709325414414,0.268532252082003,-0.306467430388918,-0.311117853271124,-0.30393330369275,-0.74474273568738,-1.72507313608697,-1.59973473910771,-0.229716114761284,-1.15881706170434,-0.654034514403554 -6.04507987612501,-0.680326922509986,0.00102992692990858,1.58854997347241,0.222397817665319,0.239074735276669,0.429035685381814,0.221311030764198,1.8431506010873,1.23621702335653,0.107851975326653,-0.0924665548407025,0.067533122117306,1.5996646143979,-0.16235690411634,1.4278668451523,-1.47123036766166,-0.386569435525587,-0.445342897607757,-0.462602580631503,0.91380637928761 -6.54042459177101,-0.129415110209151,2.04119652123868,0.714093633644709,0.160903324898235,0.666149681873984,0.386776042124061,1.2631442409842,-0.397597148594967,-0.788638887048749,0.388935538527549,-0.549989353413961,-0.754218787332487,0.408617279561681,0.911268856134912,0.434320223448099,1.14036256327149,0.683176858581071,0.503750756594205,-0.543308057887774,0.144690059448868 -4.70296772141517,0.125415219451187,-0.608003857900996,1.55850688318099,0.0175985362988109,1.28002515622404,-2.20579849739229,0.325308798578797,0.323726857420161,-0.306311323001749,1.11547204303045,-0.722248839320349,0.927825064345621,-2.58148194579918,0.646823764218421,1.38406757028582,0.910745989098053,0.443651689549695,1.77994179119918,0.785823886961304,0.00293918544700307 --6.99550245020597,-0.211041269913105,-0.132454454841066,-0.989805712217935,0.57327201562316,0.843244259354158,0.877717818443251,0.862862141755141,0.495759468487277,-1.19853097005186,1.51484701888802,-1.94056939361834,-0.54953622974688,-0.593584933987683,-1.46429662078822,-0.258331240760339,-1.40276354780735,0.465197292182887,-1.55580035414714,-0.802734680336918,-0.259143602044325 --1.63178735490053,0.871376775844302,-1.67290578446345,-0.952168275577623,0.830688343590288,1.64028559328909,-1.14591713183645,1.27305335553431,1.05689222807342,-0.798355707526798,-0.43380346426897,-1.32093793309686,-0.0788875090991207,-0.824577928551875,-0.289422003661026,0.0667035161546928,-0.204653612818732,0.0362925082773419,1.63881713960257,-0.317930045338476,-0.165885847178222 --0.488044059780227,1.55868046149332,-2.21211942821795,-1.88096659909568,0.881834514470761,1.83309945575166,-0.385505227330592,-0.824281871402632,-0.207154825576087,0.510948327481151,0.197036517148692,0.388161802853124,-0.00121677381037535,2.64310783868122,-0.428746737739531,0.106470335462404,-2.37877725871231,-0.725673856757502,-1.59992888064147,0.776868746387467,0.657949346216832 --3.92622553190048,0.218188257013985,-1.85626452740628,1.33114562047573,-0.12230365559228,-0.407660466797471,0.104138876019817,-0.162626100753711,1.56084786761523,-1.94956665234785,0.320643105044123,-1.11346358228364,-0.887757141409708,0.651326565018802,0.451516533495763,0.229589521239675,-0.0258870718456344,-1.08163110228696,-0.192174092867995,-1.27490089894895,0.462800791815778 -1.07250355101883,0.406154741424709,1.68599823702789,-0.0976730189620641,2.11527726068742,-0.282086939760139,-1.09770573050629,0.102116868626579,0.931225115128632,0.235149430914449,0.378772160815526,-0.447620439663688,-0.861958921384494,-0.243569462108433,-1.29580997892033,0.440046287282894,-0.459839484903813,0.845376353690429,1.67541208474503,-0.82391648186112,-1.70915747647971 -2.08551796964533,-0.258207352260575,-0.516611365642717,0.123658720449428,-0.566772817157558,1.03024677068427,1.44438089228398,1.11002515786067,0.387825837189512,-1.67344412175407,1.17923365364804,0.686437368397858,0.558545105229681,-0.865167797153144,-0.618668112264226,-2.2912104178528,-1.56297887425719,0.214868161566686,1.23412323031059,0.0173307614768449,2.77080903186212 --0.381684513390933,0.885284098931834,0.346894720936925,0.702664283727725,0.68929600520757,0.952067321784183,-1.78630037142761,-1.8403283057607,-1.26266071532356,2.39088113940607,-0.383642546012922,-0.45527174494128,-0.249596233260805,1.67894018102986,0.565171849647055,-0.467294080830907,0.518614915953344,-1.58669474715403,-0.925620283125808,1.20328498924496,-0.866186663704974 --6.7558182387558,0.55852862944432,-0.595041693175687,-0.331853247909114,1.2367073213252,-0.733609277944208,-0.135509729599257,-2.15395737887674,-0.0800410601392585,0.305807654406022,-0.463523430753066,-0.567409423268577,-0.0755703398900468,0.80769126430152,0.38445437575005,-0.789228159939079,-0.448270125094448,0.531048077274809,-3.23964362330724,-0.608812149103707,-0.733865302563044 -2.92758816261279,0.181784421595211,-0.518177671950327,0.441469954978578,1.56349017068351,1.08925483776115,-0.119258603384166,-0.0397282491917016,-1.44506337335153,0.309447489441355,-1.70132649597984,0.818032418661978,0.537953624455915,0.732152319645118,-0.774362483560057,-0.45656986405911,1.75419887730794,-0.576194835321017,0.555620809968262,0.462681835824316,0.0284655406032709 -7.77926092571448,1.44813615447386,1.67609454359912,-1.00702311105249,-0.0216011123034717,-1.39166903296169,1.77580461682614,-1.10607412073537,1.16951200514132,0.466530178795505,1.32913441151638,-0.454231987244373,1.07404038040847,-0.180278219464089,0.413491816969826,0.465323338969193,-0.0861341581767159,0.650406866682684,0.49805205383932,-0.0993535603016529,0.763232959559785 -0.165716728575185,0.373202909405496,-0.703816739861415,-0.779179408603793,2.0865868874884,0.554636974106113,-1.69863570903182,0.962931156612498,0.218732157912575,-1.70981941657797,2.78274176629421,0.913390284457144,-1.37363570152426,-1.62190161740863,0.950905024240406,-0.408958838222201,0.228809414957576,-0.0120493105220457,-0.216053926255413,0.891633644526198,-2.08706584191647 --2.09745668788995,-0.395050887824348,-0.395700570180243,0.43146524308624,0.599806907996123,-0.769142728458998,-0.051204513829514,-1.85550518078234,1.04054293994403,-1.1325923796288,1.25027434756734,-1.86445841143037,-0.496959368020493,-0.306624270357163,1.41383250592512,-1.02247713164009,1.43378900010274,0.48399640761108,0.351691009379597,0.72895064732664,-1.21241687774877 --0.090702736393416,-0.477529400114822,-0.226560576528429,0.468727916860159,0.236614305355204,-0.0620503943868234,-1.27326271217516,1.7441302829454,-0.425226784324438,-0.373505411792382,1.55830472840632,-0.266613115487255,1.26550042528008,0.447090551198248,-0.950446217471179,-0.049108587344063,0.0679049368817443,-1.38463189494785,0.836624766738279,-0.836172938465639,-0.0387765671026204 -9.53951697510194,-0.162994019176013,1.3709656741079,1.45647210276154,-0.517982795565355,0.98593384777306,0.911863072461862,0.877659262893201,0.856547457299613,-2.66498529267794,0.18358014860924,0.224424011802209,-0.296175721121568,0.217083008037752,1.26904729118819,0.287640417616954,1.64513601864163,1.16906332178289,1.28074916053737,0.352190016116164,-0.279817815709611 -0.427281756654392,-0.189010424616563,0.293418977993193,1.09826171695574,-1.60691004138755,-0.383568541529667,1.38308579518102,-1.5003625415186,1.62017266802823,-0.114510307507225,1.45781732457555,0.0380993355267979,0.73863205995608,0.279750196634164,0.268000139669872,0.619485576981585,-1.83847204195054,-1.46448750568331,-1.59725732612985,0.782217426537828,0.378975562930513 --4.26325145644187,0.181362697787935,-1.90077532742487,0.41199232929008,-1.09775688484583,-1.71245466994228,-1.10999101625049,0.257697617839041,-0.332792335037266,-0.111587231968742,-0.562005665264218,0.953086235084882,-0.8571825443035,0.689261720534799,-0.955468891050382,1.33019522173221,-0.744981196668933,-0.726316654793353,-0.532869192375667,-0.208539828005019,1.66529706016972 -0.0478692191823788,0.826168751637934,0.101846456835372,-0.189522345586254,1.63487116363003,-1.16356245506623,-2.38585377978495,-0.304310024196664,0.0269297693924382,0.238250755151142,-0.0777980709111395,-0.953550072187719,0.0940088136658674,1.07324646170976,-0.930091375444081,0.742946467887153,0.0599817403379228,0.42731554341655,-0.362521313266795,0.443701107121007,0.595958790813311 --3.94311286921823,0.394415688175431,-0.866594595047048,-0.12465150294909,-0.220110006819345,-1.41667671144841,-1.42244414786887,-0.539958431971985,0.338982544541465,0.597181312034962,-0.978480731174578,0.0719985446630587,0.994345904320163,-0.21671774214118,-1.21878051838512,0.161376044019254,0.0757922959617564,1.3160994273878,-0.553819705727347,0.905859185041652,-0.701556289568436 -3.17345667660339,0.738584940739914,-0.32773462348976,0.245750761488618,-1.23439361729368,0.503957974879958,-1.24024452937406,-0.946749250743689,-0.26971698898589,1.54240614646826,0.61897310763197,-0.319784504173158,1.43016600053269,0.803898310918137,1.50360381402964,-1.62498523094092,1.64934086244832,-1.08063910005278,0.800781772799351,0.127326130328997,0.419260117799182 --3.58946762802215,-0.271130221378117,0.111967038946204,-2.11153349728282,0.203381780212648,0.89508559314862,-0.903474602015729,0.432627407921074,-0.14514396426212,-0.376164673229662,-0.564811074860049,0.220864272686095,-0.190001392686674,0.353333692411663,1.1955922525274,-0.233077102310194,1.80243693655105,-1.6815898797282,0.0580822258855136,-1.35716078424641,-1.13457193599329 -0.0148263002726662,-0.0615910730801333,0.307741326832374,0.411917247904217,-2.15415322738541,1.41350138674168,-1.29250890436429,0.665202739845549,0.104046430181066,0.823778480140619,0.394160934045272,-0.621401377384878,-0.107103176818669,0.433454776181929,0.801971402302182,-0.273164229816763,0.512158648524144,-0.663550049145749,-0.339882380872508,-0.00344638581961825,-0.336655920278818 -6.2537043262725,0.849435367681747,0.309502372026497,0.255451615205277,0.382704292497922,0.594449990802375,-0.06017357807706,0.421138247366173,1.23367119631329,0.587663506672144,0.479296729768312,0.441027099485183,-0.733794892483937,0.365220202870526,0.667342842423717,0.336561648755922,-0.295848814120354,0.468296112777396,-0.183942197235109,-0.606779571821781,0.00507283040799378 --2.88049138703196,-1.20822916234186,-0.699966088751455,0.988340719011615,-0.421393905959022,-0.19298843153856,0.537995924736426,-0.937391825273597,-0.106099820206121,0.854895549703278,0.505193386965455,1.15645599125882,-0.455878251405579,2.01173365206829,-0.763962264025654,-0.53603028247204,0.28800350064646,-1.43685253777235,-2.15026599706949,-0.19625502573913,0.280210460423633 -0.599422127149567,1.05770204309892,0.704041942593802,-0.552223728213919,-2.22500562574558,-0.834377834787147,0.306067447168956,0.471645933599676,1.02746029562029,-1.62767493798533,1.01865954566852,1.731565860809,-0.225145721156608,-1.61812092635458,0.44677902528644,0.00716813687773099,-0.434695070686062,-0.0599212453620239,0.582696944648813,-0.252427958551229,-0.0549762650008068 --5.90630249387722,2.37434402382518,-0.5992260728523,0.211893854112598,-1.25176202897497,-0.713880608018814,-1.3381812129718,0.174936661804947,0.0716262178122938,-0.374935007492202,-0.132331853585463,0.292819999871511,0.621353964637678,-1.88032705789853,-0.174619488396487,-1.90033968676962,1.12865483004735,0.580676823159829,-1.23683501986693,1.31832095534232,-2.41213345482493 -1.08673970186596,-0.400247424395949,0.0073676597032567,-1.67791580864399,-0.663218970236137,1.97054020257277,1.61590766665444,0.373407446545517,0.652643779898621,1.48005544692417,-0.75477953958245,0.154140108437376,-1.83230685027652,-0.557972808089003,-0.0881891799174652,-2.39590519136058,0.399801680221573,1.47700924724395,0.485715547139062,0.872254367573426,0.240757860480156 -7.78619121321269,0.991615872141664,1.6884824087833,-0.299299735400881,0.165200040299633,0.344050357998253,1.67142721420605,-0.173532831174376,1.00695045762809,-1.73556678922879,-0.405797753051945,-1.08880624997192,0.685009416672641,-0.473669786366003,2.07083071371804,-0.526113367386413,0.900092416399671,0.367198770877956,-0.0974170045135246,1.0472065009006,0.601676478264094 --3.85237966493473,0.96347780243364,-0.115829617162155,-0.750500779086421,0.518482167277581,-0.796774021435993,-0.81017826910295,-1.03166390503934,-0.398217328363092,-0.922391602971771,1.99546495765732,-1.19099535671067,-0.175060000029214,-0.328116775600111,0.813808214044239,-0.872467077307621,-2.29334352227578,-0.143580212222724,-0.485463149719903,2.60483148059687,0.751540689716219 -2.07720663436715,0.0996929345932235,1.35518791883879,1.18851678846658,0.290735709307773,0.591950351944631,-0.558876581121911,-0.644261021216776,0.694683359588425,1.01380892206937,0.309887952514253,-0.890774938826109,-0.0914645603851255,-0.0611134840456147,0.127146860346505,-0.0301545847501842,-0.00714021471038479,-1.46759815507884,0.366189452270645,-0.659855205679167,0.897706953455709 -1.37258438106939,-0.652902175093443,-0.175417780312127,0.564488158080227,0.400940364779198,-0.818457535415254,0.54461300295902,-0.469677469200392,0.128535988219259,-0.491651442361844,-0.487515388789049,0.741803470472267,0.107069499042269,-1.53432868007978,-1.61957106491339,0.97500463385015,-0.0319511435256783,-0.0234295628956568,1.56764611043319,0.274876254116025,2.45271888123327 -6.96291312284055,-1.36200462828798,1.32283928374553,0.688092440251713,1.13112975989554,0.656508285977976,-0.981409299615098,0.178858364270414,-0.945371608380491,-1.59270575779104,2.65327875087433,0.64208000774352,-1.00567634947799,0.153706261775564,2.16965073908619,0.689483762368047,1.85589317980674,0.151293601173905,0.980447551275144,-0.96377194584015,0.548978348388463 --4.65135746964454,0.453020251710901,1.23765953954365,0.127382762096654,-0.592778627745766,0.532536637194174,-0.430302096175837,-1.11750585090263,-1.13056716166508,0.0759819821286309,0.0220660751943279,-1.04354152962036,1.13736718023914,1.53727175364636,-1.64620640316414,-0.000911428365040458,-2.08401563621308,0.873047293455568,-0.22312177467426,-0.339551752969412,-1.46218313965718 -4.5038428212191,0.0108077018899916,0.305952292662756,-0.854676604688039,1.6961910648549,0.783999090075236,-0.314038131178062,-1.14524619330257,0.349356709874737,1.28461739181425,-2.09768283586438,0.857760544190703,0.55595972453561,0.330843336903765,0.235071653980045,0.506493114970702,1.29289223591986,0.615009082964475,-0.780658245470565,0.403227085881481,-0.459005915023134 --4.51781668057819,-1.02349672317328,-0.726159691484907,-1.05546828096314,-1.81258764348342,-1.08298412295817,0.551053583454629,-1.09251313261645,0.633557867848753,0.70060685015864,1.95379489370184,1.68732684797586,-0.508073028550084,-0.944717186232678,-0.176090297989889,-0.750468670752628,-0.856248597268049,-0.48969465263497,0.808654546503302,-0.658263631167902,1.68640415846373 -1.40918085746209,-1.61591997098662,0.494157562931768,1.53619212883894,-1.03120550057524,0.000899077642719065,0.981339789221076,-1.57362376948745,-0.00576884887927352,0.596636394902256,-0.13336412528304,1.3061253471124,-0.185005772419221,0.843953646086096,-0.752680900362697,0.885880895950961,0.594557988043181,-1.5795902872169,-0.192447566593319,0.215995252389882,-0.0525204504651472 -1.17569074929443,-0.861437120578862,0.512112995861885,-0.186889543729788,1.98327686881628,-1.57160340736134,-0.142485842407735,0.513008589167526,0.0283419422517927,-1.64540383271059,0.566348356828777,-1.09336567448263,-1.25771878868378,-0.0591673226000787,0.636868921759219,0.225058219424418,-0.202027942203294,0.666367023001433,1.18948455912269,0.920659190281569,-0.127561222812658 -4.67799255999015,0.865796963852413,-0.650317271223294,0.253993954521938,-0.267699874786521,-1.27675092859232,-0.37181185422966,0.997238741074027,1.71652526643044,0.27287560271412,-0.610007295172338,0.681679468541999,0.3269837877213,2.21427632594416,-1.40771820612931,0.0572406932027145,0.719612186842799,0.507322249714706,-0.189282838497886,-0.00724946042775965,-0.209298971247732 --5.12558609463777,-1.00915721783396,-0.095966123520844,0.679878861627742,0.688964009112967,0.148010171327885,-1.39064487973149,-0.417485709518546,-1.79898236720096,-0.160109861653932,-0.574833922318093,-0.772570470126887,1.06380434666401,1.13253385162824,-0.124504921491428,1.04040716658719,-0.0605837004626271,1.41548286935898,-1.22920503791949,-0.490498539543329,-2.49776822710482 -0.594238825748165,-0.135748076591087,-0.579156267128621,-1.61380483261684,-0.426988153630371,0.143707797830166,0.0161830326523009,0.398324921298028,1.63029715083832,-0.162883836476602,0.0572723576979458,-1.26988968115875,3.41154725441813,-1.37985902520484,1.56985585560882,0.0692986099054777,0.925050897909387,-1.24929445087132,0.677226963430016,0.10597659787975,-0.122810864596964 --1.17789663442852,0.574337010641327,-0.784503524049779,-0.521101370871213,-1.38117855583452,-0.142067145513277,1.27282439650586,0.673877221551214,0.208620186748846,-0.502585794500793,0.40730932559967,-0.624694123677742,0.141956307807603,0.756249056909969,-0.564893964901375,0.320613267270813,-1.75331652611183,0.702074486971128,-0.206210833242064,1.049246685761,-1.56418472360461 --8.85603614181561,-2.39782906858187,0.228911942349964,-1.45889122660171,-0.911376391553503,0.151979942514842,-0.533008492681778,-1.65451694886652,0.883224157181774,-1.3496695486101,0.392433887304788,-1.50062846330188,0.144285677262855,1.25522290288886,0.153794698836718,0.151452333372533,-0.666653961228743,-0.321247544541892,-1.11586339336407,-1.11162559409572,-0.543727834514373 -0.648575545492044,0.281787803285362,0.124179126441018,1.10252723182351,-0.827864455479441,-1.62470111586529,0.538681126275815,-0.68791240388813,-1.65708287761392,-0.223799639307876,-0.432460878696271,0.346547970956788,-0.784305424135935,1.88024865222101,0.367762024893191,0.435274832255843,-0.173779441557111,0.504472605028969,0.311094256797291,0.709647909081818,0.596167596382226 -2.46116333383326,0.0413166332631725,-0.513558570748701,2.32996249649179,1.44873228484949,-0.859272715089296,1.15019543412028,-2.22401891325626,0.81605385529129,-1.43786954180875,1.16440225292544,-1.37126124561748,0.537798428672525,0.366633336689091,0.392614478595039,0.240967940170439,0.139313078711029,0.283156672947269,-0.638333086034853,0.234284988003345,0.657460967532687 --2.39690752507694,-1.85062321066213,-0.222140588437,0.248673097542171,1.4376357702125,1.09479130095828,1.06185029706464,-0.439455956760095,-0.983039333022342,-1.46257545088408,-1.05669380784152,-0.435968568310237,-0.654486029911085,1.18590293871781,0.368463397718413,-1.47375711086884,-1.19026494991457,0.123895362568937,-0.414915891951465,1.75922744978857,-0.277915996828071 --5.39029583053481,-0.794477174820644,0.779699944701239,1.98658875667703,0.701247964561119,-1.8723258109291,-0.730449137531992,-0.668041198685797,-1.30416440919402,1.45732398227686,-1.23224210263256,-0.569824159038592,0.263791400362149,-0.507089240219172,-0.36307876180991,-0.536743367127679,-0.892113839089301,-0.9918460680851,0.615246311937024,-1.10343375177051,0.237347431205919 --0.955631591419738,-0.495286259887251,0.29627749922745,-0.143202092570542,0.742374276108435,0.873358323153566,-0.331903318275583,-0.745405148496746,1.18729564421553,-0.401793579727799,-1.07051070446181,0.346142493718542,1.59131629973954,-1.58609554878576,-0.385386952058399,0.373508173763539,-0.664448992641907,-0.509933914231952,0.115852990395913,-0.32289610216682,-0.324072986005346 --1.71851148722171,-0.685880871363996,1.85860526814653,-0.906622983812567,-0.193249073409321,0.945794745664848,-1.3858650937901,-0.294530695582386,0.26550725465431,-0.517621560092428,0.405508579116752,-0.0523775181792181,0.595082342376082,-0.15643392742789,-0.183230850633573,1.68045660105296,-0.0345325460799512,0.309480604421541,-2.19754651933534,-0.940867972453915,-1.27003245495493 --3.79359312424819,-0.5527559592242,-0.583973200647267,-0.271310316850924,1.60731475729991,-0.132155785207052,0.281371738756619,-1.05396228202888,-1.76127025027875,-0.573350731373605,-0.527303916255995,-1.35843409028515,-0.439230685984609,0.982244276729969,-0.20116298338947,-0.400537365071057,-0.0828418907292588,-0.0507907662219896,1.23996903320894,0.821467295588807,-0.638138105512322 -8.54915150249042,-0.102544008769687,1.29963968356367,0.241940530517147,0.00861123837497222,1.51494747028157,1.54918428477831,1.89736854628568,1.24445983378534,0.397779018341243,-0.221343260317879,-0.900955861881242,0.892398944851071,0.638030600783975,-0.388137729659605,-0.778768322343742,1.75635587820616,-1.3496572358094,0.748185433773889,1.03641280033429,-0.550193984292971 --2.9043362085073,0.82487849615548,-0.878749994106679,0.316652734242645,0.402112003233157,0.427110067522311,-0.66838574122605,-0.152790862224645,1.13034820832476,-0.608118166954732,-1.3464414578419,-1.2354632550663,0.577532978825517,-1.47385145035679,-0.805823868019388,-0.259410983506266,1.32390204469451,-1.46423097409172,1.19618290420644,0.972292785080735,0.15438436862396 --4.27627968050726,-0.127962465098446,0.653242766358946,-0.906509099467711,0.618420858182737,-0.247940047226327,0.985464969188611,0.514403799089819,-0.333054683119482,-0.708732696827919,1.34321016802642,-0.795339172108135,-1.29964958337182,0.131320495854264,-1.63893571632061,0.253767505933743,-0.426532642306245,-0.520594402160183,-1.83449306895137,-0.0757477164277971,1.5039580680181 -5.59879532925844,-0.588270503672474,0.274222779910637,-1.18187094693756,-0.794020184941382,1.59137432881658,1.5354789492257,-1.39074255398802,1.33603687602261,0.993482210565126,1.86551413285074,0.222003998459838,-0.767474128209922,1.25008447614078,-0.308251391275571,1.71076434814228,0.393457310118432,-2.0478919757798,1.08200365218152,-0.124902990940302,-0.466433003967169 -2.54451382308811,0.668188487191936,0.145477663576933,-0.424373610379607,1.12262538274473,-0.516962181913483,0.222743674538085,-1.27808537641185,1.04510792623661,0.342436593503922,-0.932897891089653,0.248771606807531,1.17987641094547,0.0959584911484578,2.21878859582826,2.62629540665019,-0.733575508932705,-1.67002968239118,0.112290707861535,-0.0279175583286936,-1.88577910162279 -0.485025236220696,1.00514832311694,-1.19429119164835,-1.074197425013,-0.151437966833024,-0.538165375562019,-1.14342379445802,0.60583322934388,-0.191089404051883,-0.257684504978739,0.907008066765797,-0.362974117485938,-0.500161246609395,0.312376524479177,0.163113735860304,-0.670308249320901,1.16686368959465,1.08182018954255,0.355031476812638,0.485083532811239,0.771863338090592 --0.0277617479053428,-0.142203822982975,-0.987791429132607,-0.210957753289299,-0.517705965828074,-0.431874258823371,0.660324971510944,-0.634105701095685,0.649664190840651,0.403999316494182,-0.0381047546325866,0.51944074704603,1.62138722024389,0.116295097436603,-0.10058999593384,-0.565339648240259,-0.870082069073016,0.534531447258617,-1.37044173555402,1.37444159900791,0.817509591503031 --2.6595122173353,0.864285924476959,0.113876150849475,-0.763843618839267,-1.19921808486238,-0.540660691189512,-0.366834478247328,-1.98312825227747,-0.17053233594398,-0.992437855421734,0.176119312269416,1.55553008384018,1.25550944859905,0.266280579132831,-0.474780007753555,-1.36013810840893,0.32755402571551,-0.330828074661712,0.617675404380755,-0.263583134049768,-0.141014629463726 -6.45925882594064,-0.0219045936131343,2.91226683597753,0.558531363330779,0.63315514285447,0.51546001273229,-1.44167228243947,-0.0359998929025375,-1.27139589219573,-0.774061966923832,-0.412701216773606,0.416781619599898,-1.31331004218019,-0.449256762441801,1.83560263252933,0.64285508810869,0.881333956015549,0.619460698648276,0.265144045931743,0.695355741669798,1.59157142646807 -6.68772290636739,-0.26473087656648,0.0344046096661728,0.0781766318613924,1.42443390078377,0.789397188319156,-0.260007057195947,-0.0726461435228723,0.574397928911756,1.81272460752124,-0.056477020552498,0.413102831799752,2.1865365568068,-0.17331688456425,1.27198392496631,0.816968075749102,0.156199883258875,1.20919527496526,0.224744809821628,-2.32272977027392,-0.750001327565579 -2.01191782034318,-0.913313030042956,2.55225348904117,-0.363585584306684,-0.982862351788948,0.419887357526832,2.0222335493492,0.0847694311409174,1.05665484695692,-0.391217315553029,-1.00855092619718,0.0491678963655227,-0.305362339716932,0.505831402861962,-0.639764105451812,-0.428808544422013,-0.718145391162001,1.18691756950951,0.820070640443651,0.0135695467282402,-0.94789217749066 --11.0321552250105,-1.1346301818428,-1.21712008119245,0.523266689961361,-2.07771240647648,0.675605513499354,-0.537506300137593,0.64227710815107,-1.68099841220175,0.368900473978132,-0.0645549662773992,-1.0417674351199,-2.04150554652086,0.747896014653345,-1.10647525638115,-0.54226305759786,-0.939003635461066,1.14110600974697,-2.33798047967711,0.580888404738012,-0.0995960111888229 -9.0452171243546,0.764557098985494,-0.946229271335766,0.993553734935674,-0.454460914541567,-0.649142266204903,2.27937226135546,2.63030792057993,1.26554855746771,1.30503604920069,-0.581503214731108,1.4225568249819,0.239442798745408,1.52315958527572,1.48965607231359,-1.8628551103793,-0.334767269601553,-0.629042058686627,-0.0716325442289362,1.69523667371951,-1.47882780478589 -1.96845099542642,0.57071013812077,0.0914097990024107,0.27373703800274,-0.165559914775702,-1.44410867747405,1.43209125604775,-1.83509602119691,1.85068153531671,0.264138657224106,-1.53255702008609,0.969446662485877,0.960544855710349,0.434270135700167,-0.419202197733832,0.370111603484592,-0.459559501124855,-0.467052002384117,0.138531959117127,-1.17642276069006,1.37132245282421 --4.65297891747707,-1.35169392873999,0.701351269076379,-0.694919270269,0.897652087640807,-1.84030951355024,0.577319237173384,-0.599170896002774,-0.136410190883339,0.0393866835373339,-0.519197912979064,0.247573599720308,-0.393826913091433,0.495286835572266,-2.00300244286041,-1.12343246761743,-1.04882816738434,-0.377299282023763,1.25294088416679,-0.430002044524903,2.37138676377747 --2.85865228724078,-2.02988546892015,0.673422361719618,-0.718050166168001,-0.0294891559835567,0.515006005670573,1.01862831582025,-1.41452679557419,-1.00484414586619,0.268923524964375,-0.250021920344054,0.256611844694187,0.386999204633679,0.465419827042123,1.07777358502936,-0.455274763044121,-0.204143216934475,0.121723391903984,-1.20668066581927,0.335033606288751,-0.745746376586392 -9.23470855198869,0.59047865366269,1.26555336004227,-0.101989507252021,1.8583884307274,0.207912447532425,-0.25928486590929,0.611013050783941,-0.685449853638974,1.12087226538563,-0.963576066391871,-0.0292031332735362,-0.510015231881871,1.05439578789845,-1.45080361021153,2.47784864968721,1.51614079815446,-1.12473021569178,1.89953514848934,-0.0386946363257652,2.0904672501295 --6.09250088880785,-1.41306996358893,-1.44502205198781,0.212254161068051,-1.20876167197822,2.10590254095629,-0.130860311430704,-1.06842198171522,-1.23560903224605,0.415545605981308,0.397857087073895,-0.243168606411194,-0.22556447508437,0.75805111896739,-0.543995262843488,-0.849494567727099,-0.35272875397538,0.290234932158784,-0.833594038680888,0.677674061646165,-0.485910806992262 -7.78028883412988,1.61034155096049,1.41541830456223,1.63168715141395,-1.70210828929621,2.4445355694361,2.31829625466042,-0.464035826974374,-0.296790867034447,0.29912165342331,0.5699181930383,0.113673068629822,0.187279342309694,-1.8414004414442,-1.11323879735086,-1.09668139713115,1.4469694267725,-0.343108989670203,-0.403850576555053,0.385948088481222,1.01538265725947 --2.40869846555628,1.84044254689097,-1.58503378339475,0.254748224529282,-0.814295643583895,1.202294552025,-1.7951743807743,-0.855921822372948,-0.143792568021917,-1.40889803694139,-0.275522564630065,-0.161900686757261,1.22438313639167,-0.243004545706521,0.597987176569712,-0.243009343290216,1.6974472640962,0.147809849959016,-0.785260857747723,-1.40575113985765,1.77659326451031 -2.11001461552165,1.36829790968081,0.245757186387295,-2.07303072814158,1.27011657808861,-0.817618674770937,0.82676961085535,0.882978199294841,0.522954767789281,-1.28382054238494,-1.02235186603481,0.700904195225143,-1.37380502346452,0.0482104287859079,-0.271477948080214,0.592095755406358,0.630583491823558,-0.731320288317739,-0.685848189845307,2.39035268807565,1.11764453485691 -1.17106675145281,-1.25557313458956,0.450233098933823,-1.36344543896829,0.428285094114072,1.13329401520072,0.738187479739917,-1.09854989090704,-0.828801749481259,0.749299596670924,2.17089624085739,0.458493828151444,0.316761474415595,0.16554251464924,-0.364477479364218,1.2230613577625,0.434171153353132,0.475686075659945,0.860607630249129,-1.43612867063201,-0.806599230630065 --1.37203964132307,-1.38434708819005,0.947632821371406,-0.810396088176,-0.597879125791345,0.908529686045749,-0.410302791307869,0.3550498580748,-0.333594796100665,0.357258618974427,-1.61684743781776,-0.911486324176207,0.760839660304817,0.160967820963621,-0.438583108012468,0.598512861771634,-0.72427707047569,0.850194913691863,-0.226803602515934,-1.47190058754178,1.16048571054917 --2.00936210553789,-0.0195796792576955,-0.254471468624577,0.830864357613608,-0.52888945102127,-0.583435398861748,1.20111893187195,1.31047808988006,0.667391485207565,-1.04409454359273,-1.19659346793829,-0.151058506217674,0.98562291352054,-0.438691788372339,-0.523402900519064,2.31757686062112,-1.37479545631625,-1.99661759150485,0.526775848024445,-1.99301092187473,1.03414372874884 -0.210412354804957,0.162585654762545,0.0853397577573679,-0.324482931029146,0.273042948555366,-0.103674600897265,0.636087076929264,-0.259159519259358,0.296321750266458,-1.57207138325552,-1.01837997840905,1.00408618596027,-0.584190250480208,1.02456216471621,0.570693072863637,-0.188856303075508,-0.0523821592384589,-0.364956942555967,-1.80424735943949,0.850153848239437,2.15221365726033 --7.76119738961247,-0.134708351469953,1.20511061847292,0.148945695629107,-0.697283236749867,-0.816600067450804,-0.468633261162073,0.00400024363843067,-0.640741061067079,0.786540960103549,2.17526717328409,-1.69031359401211,0.761443036025115,0.198567117218496,-3.66129357811837,0.656736173556619,-0.498222988507635,-2.20214323616778,-1.54308319641496,0.516463064859871,-1.57247953964725 -2.34721413527,-0.0847986379498059,0.170672691867512,-0.611153682850207,1.02021707858991,0.106527395071998,1.36950973382387,-0.0156540323650671,-0.772400543133548,-0.132076795051853,-0.803535037173986,0.17606271832617,0.871890612128106,-0.0350491478063366,0.431336187091556,-0.774960195339078,-1.05413815356911,1.63420231783778,-0.268913947653113,-0.367876991449983,1.4133630142944 -4.97451565507133,-0.572961857183522,2.27598615163118,1.69249313939489,0.423091924728372,-0.0380587132305217,-0.535798785497198,0.999585803563435,-0.960321114807725,-0.44849111455747,-0.599396232696789,1.2303633039899,2.11322773388635,-0.343513633041202,1.36537737238107,-1.72633781391744,-0.265333890495934,-0.238409187422758,0.3217943579987,-0.538942213923528,-0.171360643177946 -6.45137237439257,1.66760643628207,1.32860266738983,0.231866938133562,-0.646496487101217,0.0451307191412451,-0.750401575624496,-0.0827975316824193,1.3280157773448,0.265414789634546,0.39783981430011,-0.589352114315539,0.353608778108834,0.383245347667482,0.596890983110892,0.1064866047992,-1.5106143257213,0.798160465406943,0.372702329172093,1.53230883698211,0.603076502889411 --8.52961620131001,-0.57670173483092,0.309350803672567,-0.950986667179791,0.361197546440057,-0.928602161820785,-0.411603636740901,-0.652631029387859,-1.12947256280689,-0.627514496786505,0.533776507924628,-0.0916034857752172,-1.21717703046248,0.8790925261484,0.934109439089602,-1.75620693894719,-0.415082525036358,-0.685454360174315,-0.871717657360628,-0.430039547781227,-1.10372032798116 --5.07826164283606,0.301856343087538,-0.643054170924073,-0.967316602956457,0.475629674057777,-1.06290227302799,-0.828539752280253,0.649022270325512,-0.297799408172529,0.774240285438457,-0.385034207054929,0.369382791806182,-0.438401419876499,1.04483343383627,-1.53226037896943,0.00450357614287786,-0.277990550125892,0.823597599255542,-2.19947541009082,1.6218884515793,-1.06149265554821 --8.22982314904309,-0.389822327794674,-0.737224309433884,-1.22449874807999,-0.658839621124651,-1.74501389812283,-0.55195141736745,-0.602569736711526,-0.923101575169064,-1.14292302842006,-1.95279689998424,0.584031762664715,2.3907720535416,0.421379954616376,0.504549438738261,-1.4969933061822,0.409360838711928,-1.3389767911459,-0.902769962322739,0.574106467156151,-0.476893597937329 --6.3043196115083,-0.805946268792022,1.37781454981078,-0.284404697358795,-0.0272894013093555,1.42158132940339,-2.37576580122778,-0.322802348289838,1.12073345619548,-1.84243990256886,1.74963954601591,-0.120718644375771,-1.63666417388009,-1.69195193921781,-0.177770186483474,-0.286252071816627,-1.68599945080252,-0.683796173055174,1.18847359556142,-1.64616089707696,-0.137611108489971 -1.94523409816576,-0.650873892773728,0.506943294332602,0.74354886961762,-0.307769297052228,-0.350072401792212,0.40666643255693,-0.620639641917274,0.833859081910124,-2.23838522250755,1.58469761983221,0.513593697414884,1.92012187246635,-0.975758036926468,0.966759103791314,-0.581834095090555,-0.962744832387489,0.421900290204204,-0.443746565696645,0.134277187830785,0.755729774307943 -3.36297302950061,-1.82620269735605,0.21021005131471,-0.307512984572743,0.839238311242179,0.672838659687089,-0.465856286198487,1.67087715747118,-1.66575536901823,-1.98754802315693,2.37753690796943,0.437797810047604,1.17266704591427,0.370021049873354,-0.0654095790939363,-1.55251704206598,0.664663371003792,1.27105628664299,0.229613456371189,0.145835197878111,1.73267183695641 --4.36062109899551,-0.0998313939175012,1.37855390270381,-0.555761035313636,0.664089055581749,-0.957532085665097,-0.385795394840661,-0.126379291398448,-0.438805076278245,0.356939960242096,0.0189527163026916,-0.574144323034843,-0.263043840192194,0.806273772302806,-2.14020934518673,-0.0803955783159196,-1.2463616488677,-0.820938158427659,1.38257070835159,-0.847919583702954,0.0292496894545562 -0.901983355224634,0.129403465792139,0.0565838698882385,-0.799314681236048,-0.955954454412148,-1.65485543555267,0.388939124303434,0.380501532432285,-1.22059538321204,1.31423988343069,1.11015049146203,0.30062603534345,1.36543692548363,0.934814301461692,0.890365331799508,0.425231231696907,-1.00396784787034,-0.681817124131361,-0.879315116236913,0.677215682328022,0.397221405172885 --7.06071450322072,0.415468902905128,-0.747595110836321,0.205008665687718,-1.39728097752925,1.84603612318757,-0.853002186281855,-1.09446971714423,0.580260431646161,-1.06530663118061,-1.23391774074528,-0.596791764874563,-0.262574802680298,0.946559770619513,-1.14930458590926,-1.25423686956448,-1.13402653562911,-0.758722736037587,-0.127562932445126,0.956044218454941,-0.520190201197878 -6.29673456931458,1.3115125574602,-0.371087436765556,1.7241238813725,-0.183340328575375,-0.584647896233617,1.1442489980493,0.420640419516856,2.39491291913248,-0.933102044021976,0.973267604088424,-2.1597590537323,0.552353140339217,1.44136260345995,1.15839025615794,0.513550243151138,1.41234190406905,-0.788352035068707,-0.987333252749234,-0.113098796249474,-1.02772088252456 -3.96431296767774,-1.65570825100467,0.198559183537393,-0.647528777922193,-0.216725042510731,0.357194233797907,1.12592393299021,0.704158577422177,0.793116859807027,1.34771786167413,-1.09019804886116,0.284195929156989,0.517774668914839,0.240407274970705,0.462615064573106,-0.684512204498979,-0.0283008559171345,-0.473280323676393,0.545281922243125,1.00780607833767,-0.564721059584181 --0.443796881586683,-0.555518890306087,-0.641811690271703,1.23595752522155,0.592169377093709,0.147544951248084,-0.768497035469695,0.416662021463886,-0.214536090186572,-0.430026988233169,-0.410416719059539,0.653644120348105,-0.0792413088136148,0.804971570428367,0.359030822264922,-0.428356657335975,-0.176846114195602,0.279291549873278,0.691222545905644,-2.28677871069242,0.244196069387122 -0.766883496155098,-1.63979745668635,0.20460423910098,1.03410038608369,0.247054872148443,-0.324486096008029,0.678937928066655,0.106187843780439,0.555646421554984,1.31905842440474,0.979744585483078,-0.728208826725949,-0.70883660826786,-2.42160021435444,1.28891092225406,-1.22932041423559,-1.33215194196512,0.561320341574361,1.14833484737146,0.555180214391049,1.52361283937552 -1.1360018265541,0.288930606422243,1.28483579176257,0.416013289214825,0.112995985069213,0.949961772098387,-0.699938198657544,-1.1674303581993,0.0500350546136805,0.146894112387214,0.166915356757247,-2.11172290640788,1.04167091004608,0.144048700432668,1.07288748476277,0.757275705851296,-0.894143796520771,-0.486488915445481,-0.888910321612784,-0.175230343762996,0.483948364388978 --1.22779511586304,2.29175453252274,-1.54879515687726,0.0179038261244532,-0.816877113261504,-0.430085512834417,0.0266513756217327,0.5418846981192,0.185308841443001,-1.3842183609185,0.627541760562883,1.522813392272,0.27311584154293,1.44171525745825,-0.229782845806441,-0.428147691052186,-1.00251360099486,-0.736000941614796,-1.96967202497637,0.782875804801032,-1.87909862382942 --5.91111609355683,0.872090099529049,-0.652592708931758,0.111428521321809,-1.54358245638284,0.165115894402984,0.726549834944764,-0.484527076340316,0.994245209334127,-1.57998428963488,-0.196502257869607,1.81685650240974,-0.431910138791376,-0.502618026175233,-2.08074066544103,-1.83782468500656,-0.935028712581237,0.995324080414774,-0.763260775587634,0.909660733783105,0.179183875350909 -1.99713384181823,-0.370114642377036,-0.330314886967144,-0.283404917286178,0.194688964497458,0.218785428694658,0.632281407398858,-0.47804236560551,0.376052112653395,0.575055524219772,1.16677804195345,-1.04406664827259,0.474512753780734,-0.264377372004785,0.619308511048421,0.132669087924484,0.298386019294723,0.460425048348502,-0.657856993486442,0.762593546687354,-0.0322659001077454 --1.11772699125653,1.29852927826183,0.313820691702555,1.59223987473629,-0.521845740253505,-0.230505437018592,1.02416813558912,0.978514973013544,-1.12769481974346,-1.64751558972309,-0.530953512938202,1.16700766002273,-1.54065605743863,0.330931939632777,1.3913426248575,-1.71266721512777,-1.21617159215768,-0.216387140197092,-0.725762851399769,0.23070393435188,-0.0452792882521257 -2.57434275143419,-0.15519373562607,-0.408639650319944,0.0220351211339011,-0.147548917354797,-0.247579607375937,1.21768098321684,-0.792407500407816,1.38151689055203,0.0725162041377272,-0.0918378570119565,-0.0239685458933235,-1.93097405184244,1.02994523752656,0.661910437749743,0.667399007205424,1.54972311160953,0.844690675615828,0.425282235011851,-1.91053937665116,-0.490660077950677 -2.53504742598946,0.318035556532309,0.933354056478031,-0.652565646172452,-1.26371425630419,-0.805009377073749,0.284714739417222,2.8322341712477,0.227602123718966,-1.83695085671939,1.12459831181743,1.06850595712854,-1.3328120519847,0.256074601604044,-0.73612577573313,0.358907969915068,0.31816038425585,0.294524455109878,-0.150521033893561,0.114628126858001,1.12852916661757 -6.18092245932738,-0.0709682295197474,1.02294820705446,0.64407934079044,-0.367894588403603,2.25793298914051,-0.844998419698069,2.020328580922,0.205684710922208,-2.46193198432458,1.98185061888167,0.972648068081866,-0.271120338917642,-1.68879074278248,0.210830269940919,0.350618899025619,-0.359851676399433,-0.709079643646083,0.982733241009904,2.06967354743131,-0.392197151787024 --0.108178695180803,0.183467326903339,-0.503397902109517,1.25883840670668,-1.7925012023379,-0.984732710285305,1.40365040427864,0.84294672143686,0.39626110741952,-0.448727253681312,0.708454012035235,0.945038616736306,-0.182049018587026,-1.40237957844171,1.19887919846991,-0.697653550284793,-0.287207623821141,0.299971201684219,-0.494807616453268,-0.615307369404817,1.25868267185332 --7.04370705518637,0.779089289817375,0.32185582560332,0.46351968541485,0.0970333840712611,1.06390638143718,-1.21276465049602,0.336244288514939,0.836525191554697,1.34508451055157,-1.97754894826382,-1.70324036933619,-0.401746813820184,1.1482395080047,-0.49079984086962,-0.639847083856357,0.766858835226332,-1.56064719899274,-3.32373003939579,0.408979492541206,-2.61125388766182 --9.59792283691698,-1.25669644706702,0.402372642403423,-0.544940509162477,-1.51628831973,-2.28701352992951,-1.27026629505849,0.811145406554043,0.052383448483575,-3.07534873683647,-0.329193857030676,-0.711405507739893,0.735620318788331,0.364288969345542,-0.655723642685628,-0.0931559611001011,1.71053702244909,0.433909144788442,0.914886050606589,1.15738258677074,-0.76527718956559 --1.61517117971108,1.99328644783871,-0.805953438108041,-0.123116344413755,0.119288424539046,1.35371726507429,0.156840420584094,-1.1427111163855,-2.45454114501546,-1.61030506863284,-1.07155356670906,-0.550671887337723,-1.47118155496108,-1.00753069891726,0.594164352925873,0.909094435755411,0.59263927366532,1.30565250417471,-0.396667504978898,0.873711191020817,-0.0580447033913649 --0.113699853654554,-0.350776637919525,-0.310801891453417,0.334305283144348,-1.59763598132003,2.1322409424842,0.210215154187809,-0.794162175565775,0.00436778954564698,1.02385284343996,-2.18932120967205,0.373831690988102,-0.0391864465675531,-0.476355319548001,-0.21836898609949,-0.211775083899102,0.0298182248892315,0.0858868965313874,-0.0813499387664993,-0.340158284247484,1.11245968964323 --0.849154259673015,0.401038505345246,0.906369116822035,0.6046305595712,-1.49727177738872,1.12308171076369,0.25111206359479,0.652199642766007,-0.534341899300281,-0.885500212014963,-0.798637000631099,0.553382034745045,0.632768881964489,-1.40661575131033,-0.647750291934696,0.395918963260527,-0.171976726101782,-0.733858440265231,-0.910069973828416,1.56916570897671,-0.638410497513202 -1.51997124811941,2.13461852406157,1.25840985788425,0.114346588432856,-0.397979568580404,-0.209899782210361,0.261275803242201,0.608852274894786,0.27525753760108,0.498116782606192,0.523708494687898,-0.309122747120017,-0.588004888053341,-0.577942411586146,0.0201819560565324,-0.632506035702304,-0.262165037972896,0.678645308392438,1.69987444409056,-2.67477691237488,0.0928799809620514 -4.42370804741477,-0.0722660702719278,1.04813856339516,0.715685840818566,0.373038002185257,0.421212983119141,-0.49700462779303,-0.211523229928541,-0.638206977192997,0.297217786219516,-0.62569695825158,-0.172773383675783,-0.655243798626326,0.0948090943166863,2.49164007406109,-0.230926597825308,2.61569172614108,0.123031576209625,0.106749236912097,-0.0405882261924496,-0.3692239525137 --5.65875108517661,-0.602377695270377,-0.827489105333127,0.520972500709944,-0.975603585329391,0.739900717074009,0.381223383634247,-0.229058672555415,1.15662657122578,-0.887472942937802,0.652181247910954,1.19047355221968,0.31630409277744,-1.16167899083036,-1.75969610773769,-1.90400168843558,-1.93121719754787,-0.320199528422491,-0.387537335368512,0.991022111506086,-1.73475559642176 --7.0397851840234,2.05287473298647,-1.78581658436978,-0.906525743102694,0.140461550030402,-1.00745218316441,0.981496345227147,0.360937946555492,-2.09964241352466,-0.791814896958264,0.133759276187033,-1.22236463353315,-1.02278671768175,0.444419038833932,-0.188651986293284,-2.22858089372433,-0.358900324268822,0.239508598810882,-1.05844663014386,-0.0426436881775922,1.20230942375393 -0.0954483615944399,-0.991805072467591,0.503589488375192,-1.09373441793373,-1.20172294617899,-0.175850614909868,-0.29710763402953,-0.0422608798478306,-0.0396312815546267,-1.57237629731497,-0.861551435378429,2.1912814634466,1.32081993958962,0.85263750185269,0.190746970465161,-1.64906759907008,0.224999642788388,-0.0485991420732696,1.15239069858129,1.14629677218979,-0.708580370813502 --4.09284838057718,0.135312616477779,-0.41360670979368,-2.48866907914192,-0.0574779612854434,0.130186373277248,0.254504341116097,-0.87953727486904,-1.24294620877225,-0.0471819408585489,-0.588769242202248,0.281219086504375,0.205279815926631,-0.130543932009262,0.2491114742222,1.85851455090374,-1.16836275259309,0.424788205719856,-1.24353902847685,1.06313817033393,0.0770609309537908 --2.514230083677,-0.457603231932288,-0.466690105466,-1.36719100737001,-1.13953184182512,-0.163153588577023,0.0355096222266163,-0.260885742234027,0.345261226626455,0.384413723870534,-0.537583139961263,-0.311785830448026,-0.168817054674718,0.51276172653232,0.910475644523448,0.449577416091309,0.373671134740946,-0.488621435501119,-1.6623686548306,0.839769781850759,-0.270111746449608 --9.55406408539039,-0.0484211669988644,0.284617683293672,-0.501079268261442,-0.339434715742064,-0.439984647511689,0.726126554932295,-0.211287750000723,-1.28884293908174,-1.53839806254905,-0.68525105004869,0.512712792932185,0.217475722540424,-1.36111069459977,0.095605678408873,-2.16412410970506,-2.39321567547243,-0.184146640487149,-2.47233561229235,1.25322691883935,0.620161548355108 --3.79859686262003,-0.19229395990202,0.268432302430396,0.74671579309301,1.15914089978783,0.803257209585936,-0.901277891141374,1.12130278084396,1.10521200539735,0.7413897815639,-0.881590101829757,0.0263074934271754,-0.0477938938930229,-2.29829982721754,0.0881354285538284,-0.0485775114623617,0.915594503526439,-1.52938371142921,-2.13140578583419,-0.684681865723054,-0.98707811127262 --0.85729920693051,-1.02085356653403,-1.53122606668626,-2.58207792120493,0.652233614744132,-0.178792709717893,-0.840024000086186,0.271996984409686,0.586747622117283,2.04493563165121,-0.613081148401713,1.48731371513222,0.281946274065253,-0.546723509876532,0.0334273053847888,1.41151641261191,1.58968134690982,-0.605942952118089,-0.0997272948368975,-1.18952512855707,0.348953750418724 -3.76039225844726,-1.44082676770872,-1.70861597755168,0.378874602108774,-0.100008532209907,0.804009466976347,0.741823614339358,-0.228228680239064,0.623972779060701,0.526210892039359,1.37119892070125,2.41440789707639,0.158872991020717,-0.109476700654617,0.0459096994663142,-0.444316788197344,-0.12734420520577,1.68314063685761,-1.56622179844579,-0.690123440241,0.436959044588746 --9.61845921075885,0.761668709487659,0.357445944184678,-0.585763776158481,-0.33592576152307,1.43554793130342,0.394789327672079,0.382706910559257,1.34959847685272,-0.556248977650142,-0.926539029550301,-0.749550581388396,-0.65592709130117,-2.20350926118224,-1.40194414291315,1.07219319060996,-1.94748209927249,-3.35803782310144,0.323943561622096,-2.28300032678533,-0.78621411617968 -0.231313816584156,0.69748265567878,1.32440691618997,0.93613453604532,-1.16246104778055,-1.10866936266438,0.0356109662665456,0.883733604864956,0.413297192023878,-1.36953089187805,-1.16098061548205,0.47934679886348,-0.385726180187323,-1.00861859622508,-0.354307771775593,-0.710988016148255,0.568039631606424,1.13228714828241,-0.0290677834134838,0.970329970851228,0.13280354895213 --0.135516231025711,-1.05036534338685,-0.585255662498355,0.565465283926424,0.537832454316994,0.294454981859622,-0.521605360232188,0.219343769631788,0.465831717818466,0.422858240113243,0.0205669505007948,-1.54518487624264,-0.739737568837593,1.08185940324774,0.166407343675286,2.3255419607375,-0.580032583529793,-0.373272579890405,-0.407135285075466,1.71785724581657,-2.31752675118574 --9.25841050684135,-1.48372736501669,-1.48021375788631,-1.17507737385537,-1.06980640225531,2.04137812593786,-0.82984389479622,-1.63032500388964,-2.50568778417173,-0.417668106273055,0.804193147588967,0.0396612443661977,1.04435692495504,-1.22817821609523,0.283492782245816,-0.567657501788693,-0.214483459705285,-0.310055136533681,1.81358325102004,-1.03397551651717,-1.16811706119406 -3.78138764754726,-0.0269766300158649,0.862892830577113,0.484937900197347,-1.03182798810421,1.11067964569187,0.0576378137736204,-0.835506675859014,0.714584818114037,0.177353584661801,1.77946501623351,-0.208800540135335,-0.403995424444236,-0.692910598201824,-0.104755828193061,-0.414985147960111,-0.684182173086814,0.776731275423181,-0.373777169991742,1.18615164300432,1.38454871020694 -3.67551000910818,0.942514901661897,-0.371359248928621,-0.791194297761481,0.0126928312036335,-0.659028573843632,0.59433764030411,-0.0786580193707267,0.0998162377292117,-1.50033060784502,0.763836476965283,-1.00144263449427,1.97223032107857,-0.310627262404775,-0.506613988911725,-0.767966408020155,0.824039285373828,1.27831177422976,3.12994911755379,-0.0443337920457312,0.491669149587318 --11.2528972502105,-0.628989535204932,-0.456878437573919,-1.00194054304455,-0.212978172198842,-1.19594411989743,0.267224536965911,0.84842466440895,-0.413651530176005,0.80014317764672,-0.53485345138521,-1.14255559966474,-0.60436806419768,-0.0634514544022855,-0.361021851123301,-1.56553768387702,-2.74211836443599,-0.19135665492386,1.9067272252298,-1.04226731551746,-0.0173322599667629 --1.3599749602338,-0.630801058988671,-1.36411351251211,0.681814365166892,-0.0448006064679233,0.552530739675146,-0.580518041813324,0.289872894260582,0.449087049061926,0.0433088099237022,-2.87299600764204,-1.79262960266091,-0.110757143631292,0.128157170898428,0.109866750817255,0.111405408456234,0.920971658505071,1.11747050718508,2.59355429804942,-0.978963098435861,0.229082415092713 -3.95877537557814,-1.02381287994832,0.0733081864355532,-0.911194775689044,1.13467207026148,-0.872235143888662,-1.58913459061599,1.00643385546548,0.319127994781451,1.03225514881864,1.26149293483562,1.09221196737466,0.171854205203872,1.39947716628937,-0.570580345150184,0.438479800533495,1.00801446624768,0.197001085149203,1.53390473796167,-0.76356941024306,-0.0270675198632233 -9.72518507262365,0.789062112207682,-0.665050988543999,0.465502944698188,-0.767231676253166,0.118544586414765,1.16813833314688,1.30853081998165,0.300621972834658,1.06501365147227,1.89036097793059,-0.301372067056722,0.0373563066321253,1.00176370061772,2.02448726078508,0.303086836440845,-0.940782705620379,-0.121186638060072,0.043518871006129,1.25800520375086,0.352768869399801 -0.814338243440708,1.20051618702017,0.36353283713609,0.754678368639059,0.337432580357666,-0.521439526695605,1.09455145765892,-1.20818278039996,-0.601683083866691,-2.42107637680472,0.00136624582821685,0.772926141915546,0.562518701720824,-2.31535276854576,1.41258921277093,0.648718135767737,1.82432015370519,-1.68273369703837,0.301381304334618,0.117253796130822,0.869746299283279 -6.11516798126537,1.25257285890143,-0.463682392686641,-1.89789993445806,0.144995428843312,1.33231934054613,1.96273400755382,0.109792255693936,0.68371549924749,0.690186266249194,0.730293097996043,0.917864593846045,1.12388738909131,1.59930495580641,0.791940104124932,1.14460107921778,1.46509921395745,-0.520333467303054,-1.53603093713768,-0.373066822296915,-1.92877136126238 --2.74057075780331,-0.694027820193272,0.153849449642033,0.75211893201388,1.25861541651632,0.501128261176106,1.30112807283801,-1.72779804921789,-0.963385833866709,-1.09069230589807,0.419810533813201,-0.00995648340172216,-1.526425964037,0.880013641877401,0.664607301301067,-0.0368778624919161,-0.905038359100967,-1.44233315671326,-0.488270525000596,0.902565813399222,-0.0176259798929229 -1.34065143535548,-0.536148634447886,0.811804753612461,0.884992965376196,-1.73353294540653,-0.981199614041434,-1.61918363030126,1.12732462555464,-0.13397688080642,-0.805734305251663,-0.191289823665066,0.016020853411688,-0.1156399331621,0.458234300329956,0.411271370238286,-0.750768630604186,-0.366630881320956,0.137844343416219,0.587704756040523,2.0074591209532,0.556199090788711 -10.9087144991429,0.0889765702831961,0.0747664266471282,1.53354553614076,-0.421133735434439,0.951983505845215,-0.718203411090077,2.26110910992137,-0.0315435378766994,-0.840858262221813,-0.430254506606997,0.286528292536084,1.91157351984461,1.65846332113691,-1.31812030580072,1.44888645139958,1.68528945896983,0.899535179486195,0.0704605501712774,0.718602823147658,0.0973423959048088 -2.95735628973237,1.0294935179188,-0.709908846056022,-0.0595881200106927,-0.153172972262725,-0.256474042837166,2.30496028371182,0.0842434744527727,1.46507430774552,-1.25089013287863,-0.293058497312081,1.7217946445604,-0.776480932787283,-0.196715075404972,0.142403766903645,0.731099952632064,0.115920151622043,-0.694313978658146,0.205651957121737,-0.128444470637153,-0.601170963405089 --4.45314835063973,0.521158645287441,-0.4364948366932,-0.63703038796108,-0.0533699087945786,0.137486406030739,-1.17880655887837,-0.436610081338922,-0.0570059163916827,1.01835158029639,1.07035900273734,1.34552339123131,-0.961525886879807,-0.0384914961714035,-0.743967162160329,0.390112583023409,-1.09159914379354,-0.884987539583402,-1.13390014668089,0.336730506344766,-1.17364362789755 --4.12557936904617,-0.518499263144568,-1.64397603505392,-0.14794646695213,-0.12323694201058,1.48418301587974,-0.643599916139143,-0.70025783441553,0.0109813842108562,1.56636130974436,0.542942745860772,0.0794297425003751,-0.0954366843119327,-0.901170238777093,-0.162486766486237,-0.550728603016452,-0.616024384641291,0.806391101732529,0.73996445135272,-1.24474601704689,-1.81881173611122 --5.26181035676582,0.644817676482925,0.506712544197194,-0.599969273149972,0.126206433646938,1.16505595383234,-0.978170421673865,0.843031111839399,-2.20860056484434,-1.94269599520386,-0.807608083783248,0.512446273812197,0.846956399121556,1.20374113761546,-0.143548466917938,0.0940727623797917,-0.119843551436102,-2.65755274989357,-1.55264211632762,0.112298866612887,-0.082864576461846 -3.43361495305242,0.324829166813954,-0.317393130265933,1.32807981096423,0.762631077311398,-0.229197722238409,-1.6005914448565,-0.0978000493060012,0.240848695512642,1.23195315148343,-0.51678219307994,0.0474836642433002,0.642134022780965,-1.20459121321294,1.13186135848785,0.0582281821087635,-0.120484689752905,-0.63512055897323,1.84256122304192,0.740673346494204,-0.291282849087058 -2.6008657607786,0.523367701532602,0.387432972864282,0.0500624446399956,0.479265189079903,-1.03993517012267,-0.728939360896525,0.686971535375255,0.280415566292434,1.42072880678911,0.208183989414671,1.30776686733961,-1.47990523309364,0.232126799930711,-0.912570288946786,-1.30934149299132,0.897624729694184,1.41563124266113,-0.330585353607833,0.95279231457175,0.747229533031142 --2.05996646554771,-1.49540227033853,-0.261946464921141,-0.626128179360253,-2.87878382590546,0.951376737200636,1.62230678980328,-0.696473268319371,0.352846606368797,0.386821136048799,1.00996082755932,-0.924382082081425,-0.323148261130139,-1.68703443189202,-0.0915650158482825,-1.62283881267947,-0.621066518016781,1.16220278815241,-0.637142652470847,1.24456819967636,1.34984312649425 --4.71565257630537,-0.0596574319677553,1.34821059371024,0.485312811291487,-1.30010101685009,-0.167066592246348,-1.65331564557393,1.04269924822831,-0.031435038812988,-0.32115511212585,1.05969811439847,0.644405094002456,0.383336280522591,-1.63029349683102,-0.218307518468305,0.0875637387874012,-1.99737062646972,0.446015922174104,-0.102823144995795,-1.13997289618698,-0.735750722966765 -6.28752411885477,0.175529800480331,-0.221949856644273,0.701697679054158,0.217580498822708,-1.89250019628138,-0.0749378207459356,1.95931519514718,0.39173609747659,0.495666872583836,0.707356967942393,-0.206430649714746,1.07703148295582,2.33078663112046,0.902365715400285,-1.23134725850411,1.58746329481732,-1.45631606586439,1.16997983727398,-0.328724137885576,-0.0347640684228001 -2.34179843644823,-0.951188433964526,0.770396321755827,2.12382213573614,-1.42408666635805,0.836675821946246,-1.38708000707733,-0.0338621635703919,-0.148653034053553,2.2678712660306,0.304193705099139,0.597475835243488,-1.27688789402171,0.958220036644172,1.82411818257698,0.10652902797275,-0.78959193124139,-1.75805620408991,1.15526377895245,-1.07372376154091,1.08418364310699 -3.22172381951513,0.464113223267336,-0.405822016545872,1.52651071675424,-0.869696975062142,2.40679524691197,0.600514197034308,0.0187014572714598,1.22798010281983,-1.00831075333957,1.1428923030786,-2.09427760979251,-0.234026715846208,-0.34391961598519,0.396529531014689,0.329341670297376,0.0359173215916056,0.838169799096804,-0.172711792075609,-0.581256619757239,0.31804740804126 -2.22768828406231,0.910891997663999,1.78218176606696,-0.32014987155315,0.942321914721785,1.38629683931647,0.866588548349556,0.659923340786807,-0.403177467901991,-0.0436951638619735,-0.0692431503994069,0.146887429376645,-0.119447853855157,-1.70934833362046,-1.10709725343385,-0.21960662588073,-0.118782380117148,-0.899478890419442,0.00477435317815701,0.459837478572885,-0.952030409973994 -3.73680612371541,-0.806197384720587,1.54326207310033,0.4470048243229,-0.867341648737697,0.594057139677803,0.0557963467187934,0.844214107833849,0.437714800557833,-0.702723756757831,-1.3198972219579,0.76626197494597,0.812335997904821,-0.357715119346636,-0.124933528575977,-0.761852474516376,0.110336785195532,1.55191388710082,1.52280396976632,0.192187132288413,0.0648208944084193 -1.53712308305664,0.21367137782751,-1.73008604533131,0.737103656498722,2.18238614095978,-1.04557232924766,1.11825134791074,-1.04862033095008,0.584854143352916,1.09447367540117,-0.959213646222029,-0.374775961435135,-0.234666733695702,-0.874703031372875,1.21514768671695,0.769758140665384,-0.145831278311065,0.246834781204554,0.0694472695852087,-0.202184904392621,1.93949494160712 --2.94396138857606,-1.12035277041499,1.81616568067361,-1.28116311133,-1.07552080292017,1.68874778410913,-1.01462931006414,0.100713214464404,1.23720783234079,-0.82405611452948,0.404483822642482,0.0839728529556608,-1.03385278983336,-0.310589056025717,1.00659058921333,-1.33603604612951,-0.5131709694752,0.334223653939415,0.133345668846384,0.338360016446402,-0.905054532454549 --4.42051594778937,0.330787779232092,0.206799883667734,-1.18849286729067,-2.05476431465051,0.0808465331349101,-0.532358888213146,1.63510952882702,0.998427996343015,-0.160496201868662,-1.24710285160447,1.19647630488272,0.758269992865439,-1.45025496148819,0.192069913771687,-2.83617406269238,0.621654657801053,-0.0296605594512025,1.99388811876612,0.280771293150453,-2.24906727540752 --3.03597781947263,-0.0777971065716743,-0.60032525249968,0.85988236038207,0.992271266815243,0.468015944069631,-2.05064036388487,-1.23217982367834,-0.25016198306528,0.271639620188016,1.34692366681045,-0.581447075512464,-0.71226400593944,0.408729174452828,-0.185379885015928,-0.0645094137036063,0.00810864399403212,-0.606614395263501,-1.2828903848486,0.736514373465863,0.223296031479262 -1.06218808208964,0.923034675469875,0.110510300905936,0.113686157805131,1.40579342979365,-0.0542871321206689,-0.557422052856717,-0.114231764133789,0.341290616791453,-1.08594200171438,-0.0858103613759801,-1.91429813880075,-0.102621271234034,1.23016555204239,-2.57212636789546,-0.157738538166923,-0.213791099757886,0.377850769988343,-0.0350154503276361,0.832151398165602,1.25342456331046 -4.43179184321881,-0.749452861514057,0.450085907475011,0.492446430211158,-1.08014527895814,0.795642985932292,-1.99639316001187,1.65081122164298,0.494447106760307,-1.17259636170128,1.16042718261865,-0.414250094715978,0.290034770782926,-1.3173567498917,1.99777219128311,1.57958580589348,-0.590579892237309,0.0151588165077093,0.611801929625792,0.457130982437199,0.473595455258896 -3.15571632573973,0.854155162777532,-1.23965072688977,-0.852778292865263,-0.0913540985291079,1.36612268624566,-0.775051930805688,-1.10038485984529,-0.903985770080195,0.462365640513,-2.37305634355277,0.252136326562109,1.69520455950101,1.17145333966326,1.27235130009247,-1.12548051694901,0.34528666253437,1.17982004783936,2.13404572404973,0.871892150355487,0.0986351733475292 -3.50901105820576,-0.411871795704936,-0.692287130494616,-0.591453315735234,0.705676898482061,-1.5062734873056,1.53306448056632,0.260692085383838,-1.21349177439278,0.788011965316423,-1.64873002340515,-0.0661094662075991,-0.287086492806256,0.4438487159475,-0.433843614932448,0.285646154106809,1.17888972163437,0.230363535588534,1.26011623011384,2.99006911785775,1.3974562507198 -1.38053719933868,-0.0308414419021804,0.0187178128266742,-0.139925118484937,0.0458383441765713,0.0685711803937377,-1.20696559807002,0.0115317352218324,0.833660621581081,1.39358356371292,0.719651713175071,-0.111594795640094,-1.69107111578063,1.46489532851822,0.189621389643415,-0.270849179654572,-1.96118539782532,1.57687041104696,-1.57282306710478,2.39271568463885,-0.482849142773069 -0.280785122023208,0.352909444491459,-0.0407711901197943,-0.876259498963823,-0.434367724880953,-0.421413729267376,-0.419488757794603,0.721912479360263,0.0812082930009216,2.03577401092966,-0.456038555875063,1.87345717633202,-0.510204865394273,0.771026395264574,0.00249479956834282,-0.320592359533656,-0.209878405298889,-0.969623513262167,-1.14550485902667,-0.171459747059071,-0.128934515534594 -7.41665017106344,1.33281476855882,-0.872787075750355,0.163816356834022,1.40235610309976,0.434137286085093,0.99993107828682,-1.83347279783877,-0.645274814088247,-1.47619348526381,1.12990536184349,1.22118664505379,0.899008785107383,1.12427652829876,-1.23632292865463,-0.0226132338042964,-0.313982447650278,1.33968577601059,0.360218303554596,1.44356426835397,0.475468800445821 --1.76617615096875,-0.397300785373748,-0.674675154063475,1.5668293783879,-1.13299476322048,-0.68156494758254,-0.563065905736709,-0.561883702045431,-0.640817977385053,1.37502413987532,0.519658890164127,-1.44016865177871,-1.95907016423443,-0.186093964102099,0.878122504953876,0.00850228056174232,-0.480571278433769,1.83277110820553,-0.0156937401257671,-0.661877748509366,1.1307437518459 --5.8294501220024,0.713244597380488,-1.13384773725395,-1.48544324728623,-1.85953950413049,-0.913513746376194,2.03390604376817,1.03003358249663,0.133238725056814,-1.15670956920263,0.0651835999573929,-0.568544633086481,-0.678232381672122,-0.700890316347641,-0.337967190764686,-0.957402757347917,1.40168278257972,-1.25866296166462,-0.780134546293996,0.570517058151205,0.0611250743486913 -3.33029612540962,-1.50490055531226,-0.398757085582319,-0.42902523800132,1.05929387898083,-0.491968563726032,0.399978664254094,-0.344937054770122,1.2707913555008,1.63323828081771,-1.65349469728965,-0.44759372435648,0.444759135339304,0.0270139303159524,0.0549103866840342,-0.342296706527309,-0.615588366056656,1.06719239315795,1.65604722925972,-0.557896839630237,0.40012988340353 --2.54921632569821,-0.986963822283592,0.302786518932547,-0.709279977446701,-0.346471649916843,0.15684672138953,-1.82631514434948,-0.544795659290243,-1.82635986687527,-1.23393366195115,0.342963470424047,2.25032242238902,-0.710299745969999,-0.0520158862048609,0.143596099542899,1.13194050124202,1.24922799214389,0.271875741178008,0.841000000791338,0.455800071605162,0.421532503843112 -0.995069028762792,-0.0217783561188168,0.210389043829741,-0.356390065378329,-0.190111382813897,-0.486877439203332,0.100257911879522,2.21616743472234,0.504410973190548,-0.322334699654312,1.5766882036815,-1.36086027486835,0.695609752599146,-1.33432965306561,-0.171986287297318,0.894397832599928,0.871658695419374,-0.993618845529947,0.37175784039174,-1.72252923761325,1.05483433138735 -3.60867698506759,0.408312918573588,1.15394424470681,0.370722841398511,-0.341224228390515,0.22981216421712,-1.98218094025755,1.87386002857876,0.348708401440589,-0.237218671666889,-0.183214240559557,0.980901574499645,0.962649933281521,0.819373319318368,0.0985501849814329,-1.31348177343774,-0.570599883302942,-0.607043479318881,-0.960279799483909,0.76469594715498,0.219057358343829 -2.60805355318251,0.426058512296022,1.31344739383999,0.950167837488391,-2.41863892458526,0.273414645974553,0.360683890190654,0.187804358950233,-1.13773694112399,-0.301817853097361,1.09015188328967,0.312975594184587,1.10971563847753,-0.892634606372697,0.233654809023421,0.403462210860798,0.722115448384555,0.05314386317364,0.511912995555399,0.282922325115954,-0.190415904885202 -1.72842022876531,-1.10116583029324,-1.56846751436049,1.39889210226324,1.10442119720309,0.741783746851802,-0.095730520591912,1.45912243244887,0.354553602962966,-0.54926050357236,2.12230206190887,0.142392718557997,-1.19478005976549,1.4616081064242,0.0863476262046286,-1.24277287912274,-0.059410610512335,-0.332980596012207,0.340612550680559,-1.04272210840432,0.224844554354263 --2.56994046164378,-0.332349688483369,0.0868097070299862,-0.38013113016533,-0.582174892542744,-1.65836027676328,-0.723321597758889,2.08928821230456,-0.61737980304021,-0.132966715316024,-0.0443746358434946,-0.293919551198211,3.19423285310804,0.0186669898751965,-0.373108010796724,-2.02769454705515,0.0289664608604749,-0.563111922512934,0.599530530693909,-0.00887504218978307,0.160165559179479 -3.20410319667731,0.230207587652991,-0.0377115334679613,0.143194773073756,-0.626020205975302,-0.404477760898815,-0.121608429551884,2.25168791357465,0.526374496344177,0.217532662374942,0.240409550586791,-0.34423740257496,-0.289858537050598,1.02386341688944,-1.05805676341938,-0.80570406579501,1.24701630442072,1.28856512255035,-1.26019372731949,-0.97138114511624,0.294538101896602 -1.85078850843747,-1.17115340491163,0.523771608215853,-0.519873406953188,1.88599640177918,1.49293268493079,-0.0749653514874465,-0.66762868152569,-1.38509146826585,-0.991291253778915,-0.391354967541227,-0.252116063519352,0.735102602288056,1.51225763489536,0.176230389422803,0.950702612946783,0.965450816992763,0.339748536826084,-0.300557458384845,-0.105288094420545,-0.917495075171161 -3.45740791693862,0.591369538104525,2.21760138434448,-0.142250543934839,-1.19941801154671,1.04952403545098,1.19732866219087,-1.31849995247315,0.42337043509984,-0.777647764732185,-0.373062210409596,-0.00475469189192671,0.275747618357972,0.0667329747963789,1.85568056448681,-0.792402247033348,-1.836942070201,0.828657753115399,1.59508093241228,0.40826527325247,-0.250192457148031 --3.78988741534331,0.147276022567978,-0.148599677159778,-0.775565582938888,1.10993481750124,0.361198810838364,-1.41679430423282,-0.661947663533902,0.24129771689061,-0.726919340233316,0.421194106815615,-1.68514594579607,-1.74899935712602,-0.630806059569324,1.36054254567442,1.1208553002463,1.72058646866434,-2.07951050625156,1.55998150900672,-0.86547969774951,-0.608761211211136 --5.60024689613573,0.347951207982542,0.328373245940497,0.305744331503069,-0.717268381976074,0.678013109815261,-1.16391485468516,0.0616862246856277,0.943300910849792,-1.29492498378927,-1.37927278090249,1.31849877792694,-0.678376502241102,-0.638808183400373,1.25503832247845,-2.65690223339419,-0.945625082018502,-0.122692911633162,0.977690513418516,-0.680839991001483,-0.802856174639441 --5.49363749532401,0.485813575523106,-0.395678325476801,0.137846010349453,-0.0189121097647515,-2.61527200994651,-0.547828498802014,-2.09313591471249,0.427681985068488,-0.171225578706704,0.186051117310852,-0.57621107056593,-0.348848169955299,-1.56637277231821,0.341411198512491,1.01101095611287,-0.0817639169716025,1.43237280979878,-0.595618766709004,-0.359524111916834,0.848362835932735 --0.86313185225753,-0.847731136222292,-0.374385256593552,0.453167216668785,-0.959753537907721,-0.297486169449398,-0.259246251836915,-0.38264889315174,-0.905297615546607,1.25349521571068,0.207886437905185,0.483759595100442,-1.34346334328759,-0.285263914859195,0.64082819454911,-0.311061056139562,1.05847791675755,1.44137901486374,0.177512221506574,-0.434934094861013,-0.753699767892219 --5.81911400245091,0.626973301904459,-0.0567074041640197,-0.228929166319468,-0.315854737984473,-0.617342245861937,0.535926702631295,-1.56701486260579,-0.0662010544450826,-0.961532214618542,0.518264931443473,-0.920402396713172,-0.887259100057716,0.652040022582849,-0.073769868596962,-0.231301488377339,0.100524028654296,-0.511911902428619,2.31997606186773,-1.08646338672538,-2.42987222675683 -5.05675568944802,0.479338419746448,-1.18004287120609,-0.545321668529318,-1.41422505430941,0.906508354058856,0.547481911355415,0.0298955430665912,1.1084611725631,1.79634162367384,1.22391288248156,-1.23277643086053,-0.245386025309021,-1.79068151324689,1.70656015898543,-1.05673159292729,0.603853605126351,0.662330229092091,1.21360031938643,-0.350318209968379,0.0876513269470711 -3.91750742025719,1.45524438210113,1.40830731072972,-2.01565347394951,-0.992898131771612,0.911606739289933,-0.407266654652228,-0.776465331134814,0.855794646180619,-0.00989726473048358,-0.34658708358596,0.382375555125187,0.263712547145127,0.529111403550642,0.536536194147703,-0.949653205956775,0.407163046682216,0.00453075167005194,-0.533816865231853,1.40914399155959,0.942330148558276 -0.751777688437946,-2.74065267072482,-0.8583442378833,-0.489086298527189,2.21638535931097,0.0915494626472755,0.203487226577778,0.314480999013152,0.777313324576657,0.870925640844542,-0.990872239927674,-0.889170818296559,0.120424150514643,0.645416190502332,0.297199143348189,0.934372662457698,0.664719331104446,-0.800092347290555,0.117377363175653,-0.124728774822612,1.10383313556197 --2.04302195537588,0.765892847300955,-1.31636720804658,1.28067204720008,0.375519896283114,-1.4537845188071,1.43900311312657,-0.397642501976926,-0.0770291539026173,0.0610342872683582,-0.2701895906165,0.796083799997024,0.0249706616174615,-1.72742526843531,0.915831784270709,-1.38348923242105,-0.506444723560468,-0.524860514940741,0.401620497022099,-0.31088941812938,-0.0164385805446828 --3.84511202003738,-2.35895358301454,-0.592276954548105,-1.42453637092132,0.76607278541944,0.165726517558289,-1.03733449272043,-0.979675721746665,-1.10359158006643,0.727232980047903,-1.01408959659259,-1.73210860886465,-0.393887329603134,0.0505108332800186,0.308717475067327,2.24189869849382,-0.754830519827925,2.00817059972462,0.713317816654389,1.20310694927794,-0.685629043446475 --2.37552639885061,-1.27196213516537,0.167040736782326,-0.758125182855473,-1.3280949001356,-0.591013650865954,-2.63246370825048,-0.997273947990166,0.797858007331016,0.918114728208972,1.58643875956286,0.0571288133063363,0.270106028574674,-0.0562790321577569,-0.326878971175473,-1.1632297327006,1.76329203892823,0.340070796877225,-0.730898295946746,0.169466663879564,-0.145657785223766 --4.48436065834808,-0.428374386987539,-0.0949093361044551,-0.274162128572726,-0.0827138674846575,-2.64413001566999,0.121595647164119,0.820795802066901,-1.3405371198745,0.897526809716349,2.08229412338024,-0.390963839174204,-0.814056010701787,-0.845775631947428,-0.879814335265913,1.52751290436098,1.77944239910715,-0.979919961955064,-0.147202163737457,-2.36302583389457,-0.553220326612894 --8.90061460402694,-0.438388143490528,0.0498339110522666,2.28189197295624,-1.18667209557638,0.545772042399997,-0.516134882556393,0.792322743397581,-1.01495252370433,-1.01923298867798,0.384109482049317,-2.67773120518904,-0.376843849514387,-0.0515652311890537,-2.36645387304452,0.145731263134475,0.119760073780845,-0.0452073849968835,-2.2113713750551,-1.45505474304108,0.42812392703581 -2.03340075361369,-0.462495627433044,0.516714793953567,0.0940880964931675,1.96829967315826,-0.182309672381396,-1.15458175437752,0.161397858094912,-0.4508320541291,0.17154490332309,-0.565811670244053,-0.570127973227223,2.11479947119035,-0.577373638253864,0.768879843389738,-1.27145920020476,0.827505210034288,0.143824301420313,0.571923156950749,-0.778556168157043,0.442352144864233 --6.12779784218865,-1.13061166997732,-0.880688186098799,-1.46378876272018,-0.942021456346706,-0.858923770142073,0.204815648543447,1.08513240073137,0.294313865094208,-1.20750355334139,-0.593204653799442,1.03085115560725,1.35337242157721,-3.0630717322698,-0.167536081973092,0.251234873350907,-1.29372214439486,1.57846616586509,0.374619641925086,-0.978710009705241,0.514626634340069 --10.5777127366944,-1.32166372557291,-1.21072882567315,-0.0763927794456695,0.144198108911972,-1.55637442147532,0.626899351798176,-1.41980626556273,0.515235467403729,-1.50173635255668,-0.363130341024417,-0.916762601537758,0.000953375093058895,-2.36119032168893,1.11449796302049,-0.345763308890057,1.44120288419025,-1.01126234603308,-1.89455114551158,-0.400475868736449,0.495632792571349 --4.88799168301665,0.14896529316733,-1.85503338983951,0.770588559506045,-0.775337871973113,-0.376046274281447,-0.916441609586369,0.33030175487174,-2.29078243456582,0.280327280547215,1.15353508538209,0.244303354664848,1.82820675493537,-0.400174129233325,-1.6224361264195,-1.10144929706716,-2.00205621935758,2.08418374728978,0.419522539182856,0.343988380654817,-0.568326357785696 --6.05055119797111,-1.60396193394315,-0.27015719402789,-0.382394176507427,-0.108931535225149,0.154934047976836,-0.508526849337056,0.586894584078936,0.752899878495266,-0.77239302667461,-1.45284327309533,0.472378216817903,1.13203048911976,-0.746178300027426,1.4913609782839,-0.542783903283332,-0.213441489239519,-1.09713203925695,-1.53284236257724,-0.940680348483796,0.642632056093415 --3.65809413513776,0.434257465623256,0.0796198930267878,-0.544505808994391,-0.371277638592882,-0.604337134414705,0.436307702291852,-1.33297485580221,-0.888770520709583,-0.558007585335445,0.936148012540492,-0.451835425462466,-0.694204843386635,0.273266515364135,0.0345107193893755,1.16168756892453,0.939633705970413,-1.74902466389517,0.195812646311701,-1.24678741058708,1.01407863361294 -4.47507366784146,-0.229863967854201,-0.970835648957325,0.262679955768184,-0.147483726032338,1.18401313085252,0.306945352125236,0.334244278774241,-0.270005840336217,0.778863366354444,-1.64820296855677,0.704618867951778,-0.191414736760696,1.24733910213231,0.270635357722492,-0.223577025216759,0.315916853334556,1.74854637216254,-1.12275120706219,0.597468655629514,1.32301921876203 --1.1660264453634,0.549099472803757,0.318321885211349,-2.09074878209795,0.717418587526947,0.247902045587702,0.547416268425047,0.623180168727891,-0.379629554199149,0.526898016041186,0.663728368394833,0.120541940620148,-0.0794309291014827,0.317796917293008,-0.304557332053285,-1.30374951425807,0.397294048149964,0.485161052557067,-0.142217814548177,-0.593599649723372,-1.40738100586981 --0.98066978537677,0.00676956777443672,-0.766016947486738,-2.40777181500115,-1.29359073869182,1.19337567572087,0.551758490367749,0.288621025229316,0.353105925261518,-0.425308976341908,1.93899261148741,-2.06365835662912,-0.355929506874813,-0.0969407714623782,-0.565140429014418,2.85014570683085,0.962292059503786,-1.02433653526644,0.481955773142113,0.283063625860473,-0.235431926772529 -2.29749067324577,-1.75086937624733,0.0714390415422712,0.788504860645289,1.38166200723401,0.898116039821851,-0.316469487869286,-0.443742553997412,0.908148619987432,-0.247104724465094,-0.995244003382451,-0.58652455092777,1.00555700458803,-0.248653570552422,0.677740783743462,-0.27068790120846,-0.391651932702116,-0.125502375262182,1.04887975122231,0.0306205579695959,0.546236611826594 -4.55502932584449,-0.445505932145011,0.337849373924824,-1.09601364427647,0.884858496803794,-0.0901581493158934,1.0456580185525,-0.37987726591535,0.127343421634815,-0.433824716478122,-1.17293695944937,-1.27309890791648,1.2655252775165,-0.462845504801871,1.23343937437062,-0.119681391992629,2.09837450209584,0.597716516800783,3.10105386004855,-1.35044747712499,1.1296366848093 -3.79915226226054,0.521403799517939,1.62024691920273,0.0645210507998141,0.0733130908351613,0.307057522495066,0.345594951841789,-0.198965196977674,-1.14565587499991,-0.644462885383125,-0.838714353800555,0.220823011083295,1.22842697487364,0.182290870155205,0.506798580074953,1.0677679663944,0.0758822981377381,0.0606730870440365,-0.431789585285706,1.86569617521961,0.152704973511113 --1.54796040344631,0.415691765588317,0.24097730113375,1.0223858288231,-1.50841850948661,1.48830771664592,2.01753738039177,-0.221448160746605,-0.956426051288276,-1.61291776643358,0.176612881117171,1.37841235726122,-1.11616060930243,-1.54150457901755,0.573074892485947,0.675258594583507,-0.0767811786339055,0.21580860236849,-1.72852764207266,-0.780208368172585,-1.21339734194668 --3.14654519146122,1.00812944995673,0.67560957613796,-0.904260555530941,-0.589090412672033,-2.05786118577219,-2.84286549409114,-1.30159980054475,-0.0801495918183399,0.037380837979763,-1.19091366082698,0.727209297349482,-0.0538422852312877,7.42697227017022e-05,0.808563724294037,1.11276932395264,-0.330700135246995,0.402670249606235,0.101100715462913,-0.685601099233715,0.569925378326173 --2.21125638780398,0.69070062843697,-1.1029490218287,1.09977650250986,-0.80128585678757,-0.832838562499868,-0.917551622332165,1.33200570983066,0.253641927836348,-1.30358670627892,-0.0734623209483679,2.17689079828629,0.452107893708384,-0.259339414316402,-0.718309634463927,1.08049777862623,-2.48426276416003,-1.11534815340014,0.86875541624614,0.351307395030802,-0.114333657253289 -0.816956257017198,-0.948305120314812,-1.07891924405383,0.782101593388685,-1.8075380977911,0.184764723774439,0.696317677127419,-0.119261516699531,1.0999448620462,-0.160024935696809,-0.550811321978935,1.61871211975525,0.834684146888563,-1.65435201437448,1.76572878424747,-0.643217745601005,0.684812507216013,-0.815192764071146,1.41095316726004,-0.267998663798938,0.621185984010881 -7.49281080076696,-0.465066145255398,0.510043413983017,-1.19351386507068,1.26981158466216,1.998909618441,2.39316177169377,1.36473226984844,1.37439167994701,1.84587678637918,-0.630106900465166,1.06185023650371,-0.833549539933251,-0.0805941222652633,1.47395898027225,1.08218840301606,-1.33716672598766,0.925756278224353,-1.01269602319129,-1.07901314964268,-0.401342967103744 -0.198182488573012,1.25485699219788,0.316132388954748,-0.664159853504367,0.307933996517797,-1.72420613670978,-0.206443801580347,-0.268329063734043,-1.30182815578647,-2.10829480115931,-0.111393670800657,-0.258277676651462,0.0600747942789813,1.82043579423151,0.162985050378471,0.921922826010564,1.12380947749666,-1.33689023380552,1.12679115835515,-0.437357736428532,1.6259012901636 -6.32776142772665,0.333757642356214,0.991203405827123,-0.509590657968785,-0.743855174987914,2.13244954140419,1.17809810792964,-0.889357431754255,0.719556929579711,-0.609182708578755,1.67743771063467,-0.165818517728307,0.310146401975254,-0.643557229435348,0.996744749167142,0.186956322965695,-0.280888938856134,-0.168730031344678,-0.235744886355752,1.42436293039156,-0.0871393581283361 -6.0669152503253,0.202687858632212,0.327806443482125,0.666116147171213,0.700081985227015,-0.400979266055441,-0.494881306759076,0.0983880773932,0.80060987226244,1.23252317682873,0.169065036687022,0.136427292395309,-0.979479498668804,0.79323177526972,-0.0714403339410851,-0.464507038589055,-0.0562409553553366,1.08535779495149,1.27967204139082,1.85189042888935,0.674596945656871 --8.48762431025908,1.42024038155086,-0.128925230320238,-0.817722594744872,-0.368044302410792,-0.722743185700468,-0.189949684446996,-1.95492757563803,-0.748025019755284,-0.0916645624289018,0.0138496281341364,-1.73064361363451,-0.419770968241681,-1.83031042312662,-0.286489264584677,-1.77008520197321,0.308496563606135,1.61310206283971,0.578458084630053,-0.456182926143355,-0.313640646462222 -8.67699300278736,0.489544016044625,1.46051068209581,-0.656671024881293,-1.37887896365303,-0.776006369348849,0.76987099594335,-0.109200911509509,0.517624662013384,0.851567608965278,0.816929788148411,0.0891282605645909,1.26946156562187,1.84474425764147,-0.000773762446408418,1.81304833507701,1.07736043881198,1.56078954763371,-1.28684418221871,0.428231117850061,0.53325457572537 --1.15010122706146,-0.63555085236265,0.115618070467153,-0.272393219402859,0.204204386439684,0.0888481645203509,-2.35245609152719,0.426300102585483,0.582525673922941,0.694501504124892,-1.78524199437264,-0.58351934530077,0.174045758476294,-0.109200143023886,-0.201171533270308,0.767535474639795,0.0479359076868641,0.0515575840467379,0.249498728255911,0.899567418447268,-0.19086098056989 -1.02256025630141,1.499066838108,-0.637835488145816,-0.145985951667628,-0.482012734538065,0.327532723021462,-1.5373842416525,1.19529238811507,-1.06961569076617,-0.428756454411052,0.777866918122385,0.995563874012924,0.339076041615471,1.08789377321356,-1.02717331554541,0.920622375962906,1.57923775260909,-0.466582340942642,-0.38229167543609,-0.55232996480471,-1.28376500940948 -4.966784633168,2.38465628452736,1.25223975461566,0.752081945010702,0.658292291616228,0.193710863389677,-0.504466053502906,1.7142757109711,-0.514875306905317,0.313126545400387,-0.287085563981148,-1.51721212017415,-0.576199601458788,-0.425633794707652,0.802532824809256,0.348979072093807,-1.1084324722652,0.406164903199906,-1.82891089572717,-0.732358697556601,1.69016505803532 -6.69120736293923,0.0148794173942977,-1.03521122514625,0.53704533373501,-0.794440258730014,1.10855220728904,-0.456326025608904,0.780983922889657,-0.340702177244519,2.26599054851122,0.38364486571589,0.61110697939797,-0.918760234300172,0.732957620143911,0.87335996107885,1.64994147209856,-0.251531448350044,0.568815106089858,0.403035872881584,-0.737154414969399,1.90808087447985 --3.65851903588516,1.15049126108171,0.926259074100498,-1.57822635453797,-1.02465757025978,-0.736178079357371,0.346498907442243,-0.78993216945313,-2.1914489302278,0.224064790283213,0.774568542602519,-1.55036828731188,0.82913138092514,1.09516998015149,0.337974906670326,-0.14084920721546,0.732447878939079,-1.04504682137725,-0.39277132444267,0.260164947218722,-1.06858501528833 -2.96587548809867,-0.879528021897158,-1.01241614885863,-0.744630793171492,-0.0668680046132786,0.427019255327377,-0.933156009789226,-0.246486841704314,0.116888044103738,-1.25757933912812,-0.0783276433014057,0.489776801152647,-1.05973945726824,0.172310716351506,0.433823848149684,1.03419564496237,0.189678495045037,0.724155745159156,1.66129929635219,1.23531170401164,1.27613644562218 -4.31477218615445,-1.47459307530246,0.589982785722529,1.0401998499555,1.65582502803044,-1.20439090583387,-2.65037102325273,-1.39438656980658,-1.08531222499908,0.42268977156136,1.27380129785296,-0.407125906317923,1.95025147234636,-0.530326342702814,-0.572102691611679,1.2181534069059,0.903433110764984,1.6865206228441,0.00846405343765355,1.44402454502467,0.792629838181952 --2.42112392508727,-0.200899041202627,-0.716347755593694,-0.349361314649786,-0.902758166700957,1.81404684511636,-0.416988135243038,-0.471504248491025,-0.840621812380123,1.62946153857778,-1.11497025237366,-0.55702115867625,-0.134221687594315,-1.38426063602595,-1.46888329106566,-0.144488262590428,-0.308194495748506,0.883976118550975,0.0968451744776172,0.86520380347904,1.75301774380632 --4.55795833394994,-1.50071882862244,-1.53070070149023,1.12898892591355,-0.702155647152499,0.892731151047013,-2.2025085837401,-1.5642002629038,-0.471116831814115,-1.68275159963722,2.13730627942295,0.248902773826258,-0.367366808552196,-0.56705103337111,-0.0289512190493992,-0.350321623359963,0.508758127759293,-0.29933782588724,0.853461548200859,-0.769383436115481,0.221716145059765 -3.44438177098131,1.97332832066431,1.02506959302441,-0.440803138197774,0.912398817978266,-1.10627584893227,1.60342811312082,-1.89770134504778,0.565215757185873,1.69994815712066,-1.20883957451055,-0.726870640361194,0.683131776301027,0.757687524608307,-0.218673369710031,0.761526722666841,-0.711903302559074,0.0554363216187343,0.421742933370755,0.362254407409958,-2.65744522521009 --6.46069489348425,0.592827814231592,0.227495941871757,1.09253191320305,-0.390503541189566,-1.6817355758529,-0.458466713003297,1.73358785032986,-0.867004895158245,-1.02079680354488,-0.729128854836683,-0.656825393928136,-0.604276991852741,2.02142588059293,-0.536326255557159,-1.68669850286125,-0.462253735463683,-0.632487594019785,-0.0121476363119998,-1.51455134907467,0.215386594510831 -10.39807136876,-0.897795931315966,0.595396221613575,1.21838182364721,-0.178532636119729,0.33280263115892,0.386208283328528,-0.368777746460831,1.64307393872639,0.848037293699431,-0.238254129208856,-0.291716030819547,1.27787488780773,-0.897929414177064,0.54233436410473,2.62651092441804,0.976920648868569,1.0793019852081,1.64342273548525,1.08671706332213,0.07621946717232 --2.87190032353436,2.06808613025328,0.149136587127792,0.858021277017486,-0.765992222173993,-0.16974698431645,1.26640904540719,1.06229346562015,-1.43035839925842,1.54170430654176,0.0548088018179891,0.297194336051833,-1.01830514592262,-2.42797256546098,-1.41126403755249,-0.803319846846774,-0.0692297121784414,-0.703283371036859,0.106847628594708,0.427268219020427,-0.947463407592079 -0.0952926410913523,-0.411501791237211,-1.73198287237728,-0.495045307697709,-0.482930233184392,1.40464961855036,0.33880642651638,-0.553626737935896,0.259531636982806,1.04796113768592,-0.230977339842185,0.173788426484692,0.256015149214368,0.718126486953223,0.486621321662879,-0.625146967506737,-0.886252458761018,-0.880535946202102,1.75798947014769,0.269733148847963,-0.520088545897992 -0.638976781833689,0.0500931824340485,2.03958939010706,-0.116353876744671,-1.47244169940031,0.852125563390523,0.239383302963912,-1.75120302658446,1.22656361971347,-0.345561595571579,0.275852154910895,-1.96891205287812,0.527319680342944,0.694335607011675,-1.03079394324102,-0.31130235375974,1.60886930237144,-0.757993786245297,-0.508611792352335,-0.423898178305944,1.20541380348373 -1.14769429906381,-0.149196924845244,0.401991976160276,-0.644841762681289,-1.10899203743923,0.172329466738071,0.114673745675435,-0.263330887418826,1.42575421507096,-1.59309069406114,0.156082583552942,0.277587679870122,0.394691654768932,-0.848113338565332,0.867390191160694,-0.155502417821409,1.11500049690318,0.600643458036924,-0.0212848887449411,0.0054095654379493,-0.439632551911455 -4.46731718414957,0.0331150400668816,1.09197390598433,-0.231339007127641,-0.13980313562016,0.926056363329773,0.488237536955832,-0.954234211149884,0.895456199951026,-1.27149069164914,-0.0623139780273914,-0.23442133206965,0.594238435633332,2.09479529520347,-0.268973186737273,2.09298737887027,-1.02798523932389,-0.0891004711043358,1.0992147485559,-1.22424594649884,0.384062654607419 -2.44709389954559,0.480476390538912,-0.473535487230775,0.163421122566211,-0.33075158064693,-0.629148367180437,1.07316044615092,-1.4587360603531,-0.245404182290867,-1.03094938857106,1.66675346470782,-0.474635064249697,0.308150043917961,-0.156934107007482,-0.860169252115191,0.410254705592976,0.27702965063764,1.20686436034227,1.79685447613473,1.77327542325262,-0.723738154343292 --5.00572885484054,-1.09867070066783,1.33837465766305,-0.575947540039952,-0.353511857911917,-0.911500468631448,-1.4105293539563,-0.526235622349818,-0.329348395570547,0.409891808870026,-0.330140637752587,-0.696155036067612,-1.33441529309774,-1.41974669517891,0.542655719689087,1.15697272251313,-0.135430368249099,0.568809052443676,0.706284941682507,-0.364166011998388,-0.0969042829350285 -2.71298382290379,0.333146177936074,-0.471162587446141,-0.979666966836648,0.690352234172653,0.200661757492113,-0.400164573995812,0.0653398573163498,-0.903061272540672,-0.416465821986062,1.06738144187102,0.550207537040786,-1.0283631579075,1.15102890135659,1.62379227726138,-0.971014674898654,0.0081058621311456,-0.306190928254081,1.47715407929773,1.62975756272181,0.454194999082936 --0.217171068334139,-1.2730328244313,-1.42393516539543,-0.200214556218313,0.476637842361175,0.346408844216502,1.35609074807774,-0.209440298413758,1.06377295233451,0.0851192481626315,-0.158997039802573,-1.72482151197392,0.787805931609639,1.61553798432516,-0.35460460483604,-1.1931324000551,0.550115837965179,1.26867090752475,-0.942611780029864,0.919803371391712,0.102674002122844 -3.99005799094563,-0.501885015551968,1.21994339369723,-0.298851407666797,2.40845230445484,-0.0838244759312713,-0.0418720359016746,0.889565635490433,-1.98350135152143,1.92145443179936,-1.21036571049891,0.233911638613964,0.57951805869627,-0.21727819459093,0.682539708291911,0.0759669292264199,-0.685299274991433,0.9696956866115,1.07139004623088,-0.923672499660114,0.450875925902764 --7.11907195876606,-0.0656163018682109,-1.12891909385504,1.18468024655453,1.71259073378556,-0.880595259427537,-1.49666188376273,0.0384462193565373,-0.254622743512335,-0.642534510644546,-0.0247920997807241,-1.49375483664544,-1.00515642180548,-1.80938232957333,-0.160756393254326,-0.00603364920183232,0.707048063288653,-0.45580838473936,0.247458113253737,-0.94660104826858,0.670522440435529 --6.09504392627738,-1.65685378500014,0.745910983250042,0.343095425520657,-0.140172484195927,-0.0231961285068606,-1.58034026774446,1.01076601369295,-2.02260542151371,1.19098886721915,-0.0251104035248442,-0.885947698699998,-0.306785673467703,-2.03062007665077,0.160612594845191,2.32072237076361,-0.404788494890465,-0.851412891486513,0.0736030246879331,0.521464176654106,-1.67726867942089 -0.402713346062104,-0.00814384231639578,-0.367363434447256,-1.13420366516485,0.404588802697015,-0.874255803554022,0.482778403607212,1.787911860758,-1.09986745175004,-0.15521044787091,-1.39475994674539,0.404722873250523,-2.00260557346439,-0.232119284837576,1.08265845838072,2.30943787448083,0.39163953797019,1.1624160214558,1.6620537513323,-1.59503196732839,-0.292575140595505 -2.65365146887558,0.920592981162441,0.704619513432757,-1.29848667650914,-1.38454836985566,1.22864268930335,1.64902199426635,-0.439377618222216,1.11017276365661,0.199152827654833,-1.76393258569458,1.60477328171675,0.0769371580979815,-1.45561219915709,-0.72522417624693,1.01323511011597,0.828122724634006,-0.805801898202097,0.785350493168575,0.0561541615794525,0.49588222357771 --1.92408786377274,0.383226342731421,-0.310333151464618,-1.61112440571674,-1.20697332263259,-0.762504750241777,2.03039400704881,0.792815866779714,-0.913814684448862,1.8314267145488,-1.38606765571948,-0.116926127144076,0.490474977462109,-0.498068455567377,0.46691777874701,-0.169242207880479,1.0186347883442,-0.311705484170348,-1.43232319979664,-0.2652245337263,0.521433582889886 -4.85611843553284,-0.730588635821384,1.01563017576919,0.500670345042061,-0.517364416919728,-1.05617974493616,-0.377027568136885,1.44170380136565,-0.465616628449075,0.00493729004260015,1.72585586696206,-1.32917196234358,-0.21049330083951,-0.138626287828246,1.58780250389009,-0.0758604656190994,1.17234650742372,-0.264874244421464,1.35343637623898,0.519977267770544,0.842217762659944 -3.02065554725587,0.703331302233232,-0.525645310656475,0.938784862315387,-1.49792951607957,0.37160358300511,0.824917678057574,0.136866963775849,-1.6917546469755,-0.0578553885830791,-0.387950392216749,-0.0857274867014672,-0.0289935528348061,-0.40826270479767,1.28656376014238,0.611127239205632,0.470957396616175,1.51540065541775,-1.09519200751144,0.191953890721291,0.732570814893302 --3.74908547691242,-0.418622401645369,-0.850928809378454,-1.74618411968335,-2.62999379761501,1.123495838278,0.919350678428833,0.412745638429147,0.470415173312365,0.638037598348423,0.78399629483792,0.39628627859799,0.545058081863733,-0.0660464685893459,0.575133845629805,0.902231582755807,-0.303934424054323,0.505891467036816,-0.631439809233228,-1.48174410481305,-1.81578277954654 -8.199897243504,1.46742960819724,-0.199689952451953,1.15522050587591,1.98809044332886,0.453957811866297,-0.375845879902341,0.849014653938729,1.37909253212907,0.24816940269509,0.248264531241038,-0.373894254757964,0.156031306431146,-0.755688746212954,-1.18430666247894,-0.968429860420176,-0.193053185061798,1.67180341118547,0.404543496178137,1.65360342482207,0.599925228652392 --1.83964304729282,0.0804162714614864,-0.197962150747072,0.434668123640531,0.441768072680359,0.446772222121509,-0.766687063169832,-1.19951287429554,-0.784396673503299,-0.52301295216907,0.157112761384872,0.127099402457157,-1.59829881627576,2.59144124255475,0.679134475321372,-1.35978545178312,-0.611764733893927,0.160037527803293,0.176790804713412,0.43234485356192,-1.44718355069956 --1.42268961249303,-0.15182541648089,0.141712188110664,-0.668650364227975,1.46371183083132,-0.589882568044066,0.744155192508807,-0.592578228670707,0.525137792881259,1.34275212781778,-1.25980846240538,0.874965338070253,-0.878397673780269,0.641647324732582,1.0001420363376,-0.0702624671292026,0.551963255419078,0.154922057797906,-1.17415812214101,-2.16670268079636,-1.02579418660536 --2.87896576838141,1.01542060086146,-1.25040066681783,-0.619574444082019,-0.169925868199257,0.329442101751692,-0.889391979448818,-0.740225239007234,-1.19735164954306,-0.402790907746593,0.394882611553185,0.120846830405269,-0.310129414414111,0.00438278457149877,-0.234246010041613,-0.551481333297778,-0.637136451008551,-0.193577449851568,-0.730131776995899,1.02250472238849,1.30039629092346 -4.59895262553227,0.328039731828125,-0.0240144284503765,0.0712112995133379,0.229426777614479,-0.324655958908903,0.909977947267512,-1.03576191486461,-0.599930066618637,0.841013362676457,-0.17169652959744,-0.0737508748969774,0.710831731046611,0.582820300620969,-0.815840234078315,1.33817862279319,1.30904659224493,-0.291546289267312,0.660397920244386,0.795772527395846,0.296161916783683 -6.14270228240101,-0.576973172799859,0.61565552989914,0.139084169754035,0.852604073650977,0.76979837396612,-1.42833214678057,1.28673229981824,1.77307066603656,-2.10089984857476,0.385262945706692,2.23849199013266,0.254418323255217,0.150354809957167,-0.0584594992527389,-0.17979909214842,2.20991737052968,0.364308354734582,-0.965351663962489,0.68202545872525,0.79661415090873 --2.10753751305467,1.30930989880338,-0.0144585263438406,-0.291030056050951,-0.0194468359560697,0.749428340478966,-0.468490422095689,0.291840317765961,0.374400385509266,0.941950940858735,-1.5768175361659,-0.186337194354503,0.181369200567943,0.423129251286819,-0.0679658515431433,-2.29598874824496,-2.00392838670627,0.362151536277694,0.174030417429538,0.712443780287295,-1.22058405697359 --0.831754456941263,-1.13678908856782,1.60278391598959,1.05899193305343,0.630616308128583,0.652248988448323,0.0546556368942372,0.123371488041214,0.635984772438076,0.846813711776258,1.12923535958972,-1.13682890608293,-0.992670439750104,-1.40869866546962,0.00534419450442737,0.347917402497106,-0.437982324041692,-1.16420087711991,0.802176366082782,-0.218183857130165,-0.942916476557938 --0.97334623159522,-0.880663913914665,0.678284050464703,1.87521548389097,-0.19216893413467,-1.4182302546339,-1.59911508947186,-0.185440642102008,-0.0743666427142725,-0.0947336624094892,-0.25320511787728,-0.036609559881187,2.04803665504221,0.611065440922467,-1.63543129413848,0.300101138306028,0.58702230977482,1.07997194493572,-1.92269247660549,0.254462443992465,-0.99234155385878 --3.44805411916831,-0.485583014637264,0.0566828225878134,0.214102014166588,-1.5689013603279,0.225787928734684,1.11319266655004,0.184305589158498,0.0848812501590445,0.999212765252673,-0.814623939332268,-2.06369565456193,-0.0807297382217907,1.88365654960742,-0.80782990885868,-0.195487251997383,-1.32631040101858,-0.354406881588614,0.0565232766264341,0.160608736654203,-0.319395758717436 -10.8022015595361,0.227432805485141,0.701484222638632,0.967610202144166,0.0751304398784324,1.84632427696645,-0.116490764407866,1.87981601306617,0.593843806662025,-0.010145028209229,0.808274370581789,-0.17061470039147,1.10827719386644,-0.607782047092092,1.24025563799649,1.18925543045993,-0.324239094943135,-0.650477748569497,-0.164881312788142,1.41420958585527,0.250124482338756 --0.312289210592035,-0.0664613489790137,-0.604704199410419,-1.38115303078325,0.461113342894807,0.629452696071305,2.20406907445363,-0.249752875324892,-0.819553974635834,-0.526490958934613,0.227751292382813,-2.09423692154927,-1.00617350301791,0.277467884318252,0.971326436609112,-0.465557555429836,-0.00207614434144116,3.11374016549943,0.297454931054956,-0.236697932668701,0.374597987710211 --2.43034227616444,0.35161359097422,-2.20581024173143,-1.6457220845649,-0.619152736951604,0.904283513066711,0.563340899312805,0.55792114190355,0.623546586544086,0.478891580742629,-1.89934355276967,-0.276911456492581,-0.852809852958934,0.254533589865774,0.7513411978843,-0.775022600012972,0.0405708392872347,2.2936758192774,0.464292556985485,-0.289159138399135,-1.72503307648272 -10.9000002602046,0.686252748172832,1.54483001396647,-0.926886873116575,-0.506292860694227,1.5366232939136,-0.0967317880279716,1.01240932925911,0.67803017997017,1.7075097014793,-1.50346961916624,0.469808708403629,-0.106533458865857,0.166482420280395,-0.615661333379657,0.589934643358121,1.9715794561571,1.87558896007801,1.18471436526528,0.174821320911692,0.582520135298822 --5.06006835836895,-0.298624133090586,-0.987975816848289,1.16152380153372,-0.191661796398426,0.605174008986412,-0.0652210260340784,-2.04180983058159,0.156168194659155,-0.228064888650782,0.132581980237595,0.647752337499654,-2.34085492747697,1.56918240389865,-0.0697961160607789,-0.981062813334791,0.500741965301228,-0.157830755482267,-1.2122886966463,-0.364167228536946,0.114748594170777 -7.79927059976421,2.08893895537066,-0.599521804782752,2.00346849394872,1.20507719784753,0.27060248182694,0.868119978581686,0.792988069570348,-0.439691262650063,-1.47218082371074,-0.844466860814595,-0.710393709310243,-0.453112781177695,2.15566732494175,0.0274470434129136,-0.151329869085923,0.924867043730367,0.469200280521288,0.791503803746842,-0.0737079332615665,0.151809975999487 --7.82228277790611,-2.21465093767321,0.0850204947164576,1.23877912420917,-0.231196212644101,-1.99019858572902,-0.851483507456527,-1.67300103559085,-2.00230510358641,0.515260761965663,0.480623566765824,-0.151196001877483,-0.209777093998536,0.195966039782366,0.120688108035857,2.31210066755915,0.282536733188569,-1.34995746618928,0.522141900792979,-2.27621566036151,1.1681493477766 -4.23429013240613,-1.24069478036819,0.957479177005792,-0.992140894002361,-0.186536317738641,-0.58831636579938,-0.862168076746494,-0.256224882349923,0.927613773925432,-0.0586541472485891,0.797667376295911,2.33841474902577,0.842619248021989,0.925070831809584,0.522929443030461,-0.414553274481377,0.273444730692134,3.05390841157225,-0.872961687860723,-0.578883105018304,-1.20017183593964 --4.12506114844464,0.763610717323856,0.960184354897272,1.51393128724034,-0.918156860312445,0.801531345962867,-0.402371564258533,-1.62210901574241,0.348374014177106,-1.5884207164443,-0.268012560673595,-0.00389517286104512,-0.0185668205936524,-0.0726422118030243,0.680752474075759,1.52904287413333,-0.178802673512764,-1.52338602733041,-1.69616219973526,0.694490580119249,-2.69012517242213 --1.82670713824821,0.151021480693103,-0.303291697447223,0.767712726970239,-1.76024737851695,-2.18725481918409,-0.0687751336620119,0.783339545973309,-1.65697097016894,1.25269688943219,0.137916591816897,0.312230414798635,-0.741133302523411,-0.320278798434548,-0.818407427514876,-1.6359142293299,-0.086182240458606,-0.0872666546447228,0.455884116043789,2.07318077666669,0.958742060412015 --1.76250995785977,0.242267804187404,0.130231110837607,-0.54811448075464,-1.49972544158361,-1.08514181664565,1.19379174326161,-0.790032656555413,0.401838777464164,-1.20151711250881,1.40983875829882,1.45613972572811,-0.633082059884998,1.27439849591325,0.329204932492665,-0.756717089313846,-0.155860053631491,-0.284575117978088,-1.1979342522476,1.09710144393435,0.795851040704562 -5.28424754009419,0.472579572380746,0.48252320372027,0.624439470945497,0.450410450626239,-0.300409629581607,-0.0560923741201791,0.339247027314547,0.951216094545379,1.70892093679089,1.13998679789296,-1.10976634292977,0.433216563795183,-0.707963925654866,0.316175838070904,-0.188964710360169,-0.736271003812744,0.151541608105189,-0.358431696259968,2.11572604645408,-0.685009435891493 --8.16684114735002,-0.49800932782804,-0.926846991756512,0.150810243531202,-0.129354300602733,0.350577342202385,-1.14669078677897,-0.505743526928915,2.2239560004516,-1.51454119888452,-1.70587884740887,0.236191856063531,-1.14081766022467,-2.10527840153803,0.753134776926004,-1.16845697717751,1.2869753284334,-1.34606888141814,1.14701505131914,-0.22480846477183,-1.20572905696353 -1.59490895371053,-0.616013685116782,1.32724626654531,-2.4015825173822,0.501712882247046,0.169874348041267,0.892426458789277,-0.845965546996928,-0.257849729946679,-1.49481361397741,-2.39882161833606,0.574858650902502,2.54566666160887,1.23871049211577,0.580016364073923,-0.279302481905837,1.07416335093408,0.461467880250193,-0.168871654981926,0.580838192546373,-1.26257531247169 --5.76196874691389,0.0207280482276576,-0.489125104265667,-0.709658778521873,0.146976831373755,0.22760937295595,-0.3714107792379,0.0200612653785332,-2.27133204003152,-0.0594674060540807,-0.541303583910001,-0.27176841429478,0.503267354028269,0.876216635686881,-1.02594823012967,0.106829161747546,-0.288711520249053,0.601126429879706,-1.49101672079866,0.667297309202246,-0.937810855833889 -6.82322087296438,-0.412831728375516,1.32272643462996,-0.169044309830388,1.21856156621075,-0.588580752495175,-0.119994149022776,1.5172840634292,1.45619329012568,-1.05646863860425,1.29643858773375,-0.0196131314689689,1.0492535358128,0.327945275092044,0.117309207072008,-0.785578163263783,0.422746688692056,-0.304195416849831,0.0758936961110954,-1.20350904098383,1.51700861099045 --1.54126226655156,0.412128491301367,-0.787069572905756,-1.54301868498935,0.673399726057716,0.386681431043181,-2.05421650976958,0.680799800732093,-0.969624874850445,2.61342415175278,0.158106348826883,-0.602637644189295,0.491449529714543,1.65278085791932,-0.846276567915875,1.11253165404634,-0.579724424429315,0.384999313316253,-0.387140020761834,-1.12558554050867,-1.03527551082404 -0.214729660783018,-1.33826080996467,-1.85479167515252,0.534086132988699,0.167008197272727,0.64506549115938,2.21298239346429,0.604490514370026,1.73571658619558,-2.22040273593826,-0.762279270902921,0.595489446095639,-1.20816104768109,0.941250398777656,-0.0973290255557319,0.0200773858359216,0.822426189379333,0.35418736775417,1.05793411641383,-0.123057282834779,-0.804567224428046 --6.6662599324245,-1.47983426397163,-0.72512090348394,0.182919407294182,1.10487174149471,0.350536182164091,0.219824820084701,-2.33034773675874,-0.658489520314837,-0.486611824685824,0.519426740816239,-1.60787076347512,0.660160879174439,-0.0239922295443523,-1.68076573558344,-1.28642248471001,-0.388692619330421,0.0236970936657,0.639068477708143,0.219974195011841,0.358997789831369 -8.67263150449926,1.02834657236143,-0.055143855059461,-0.0332021596793372,0.711069118481608,0.101481734726297,-1.54122105344715,2.04731867110396,-0.139741237941138,2.86951484419813,2.17585354500683,1.18005743497637,-0.246450866598724,-0.752559343027193,-0.333151541658451,0.593881593109727,-0.166822124771277,0.387758823754045,0.27500261109188,3.0972078131625,-2.08719876632177 -2.31718545555845,-2.22105108479026,2.95813695089306,0.212425030379401,-0.557519085809343,1.17412316058836,0.40300668631655,-1.12878893486627,0.308932298586598,0.950965071200304,-1.24751160501386,1.22209594346654,-0.704050824438031,-0.936921437723802,-1.65450537350123,0.889632755621047,1.27468208468229,-1.13898701333718,1.67387658307112,0.992725727018666,0.687391172753136 --1.41503906066095,-1.63855763015058,-0.388804482375671,1.2417413422601,0.295289422509684,2.18944693911987,0.803399630414659,-1.20830884511184,0.400834139630006,-1.08429540920863,0.494905549422601,-2.27044251709208,-0.246567178960956,-0.0636554361223759,0.418085885541271,-0.153790360158364,0.385977632125922,1.48087729692869,-1.46381708680896,0.321622325540277,-0.406035937286189 -2.99165900429285,0.357239431683523,-0.721959393976874,-0.159159367708822,-0.792194067025282,-0.16735884206319,1.72482869111903,0.81771224875007,-0.467447560789215,-1.4111724126398,-0.0467289349258481,-0.125758835814032,-0.751946529298505,1.05281774945831,-2.08179345700741,0.5667813701335,1.03922892361814,0.745387843483287,0.411231295415661,1.40471369391217,0.82689004928501 --11.5023031693571,0.0262837188064724,-2.73897534946288,-0.657983975543462,-0.384028878671225,-0.651186636952693,-0.214117903387699,-0.528179286951292,-1.49024152950834,0.311431183819963,1.84588588497977,-1.10528067020833,1.01301673684611,-1.59974039754089,-2.47592882908454,-0.316032216074248,-1.13490697992466,-0.809479941993483,-0.293427049488852,1.00094517703259,-0.353873643084365 --1.70589809717697,-0.147686723739001,-0.760063745325699,0.0719447847125459,0.921406836831471,-0.037837342523509,-0.661480711314696,-0.279253410145999,-0.527171342654252,0.697060610271316,-1.52007156520607,0.525695321564894,-0.411127513946599,0.784831991457776,-0.378640721396484,-2.18758691041875,0.0192497501123695,2.50851040728724,-0.398083858119576,0.52889805791561,-0.409537260024363 -6.04448961797991,0.808111777460002,0.140942540110217,0.767759242102304,-0.388482302649869,0.0186091258303317,-1.09571686626592,-1.35497436310082,0.289649036486465,-0.849654153928513,2.16971191983918,-0.624239729285433,0.723551382561149,0.506488427482145,1.20347217054889,1.13297219370789,0.143351877286289,1.00612770435833,-0.134023596953997,0.112449435680057,1.14184539284371 -3.25661055982578,-0.574133990878118,0.728697178084946,2.3603464777567,-0.12241272344369,-0.670707018079344,-0.11792469261591,-0.0528641345620914,0.93247481287488,-0.545667486931868,0.672529310409078,0.117002783506898,-0.609503082705518,0.439087270802322,1.34259302493586,-0.143327496005436,0.495976787058833,-1.20384852810605,-1.81455666358635,1.70735080304006,-0.327502394879491 -2.33995812615388,0.582409567760331,-0.686790982593016,0.420464397318514,-1.09698941545623,0.622249147877774,0.583118573392007,2.47377765928574,0.381321179980868,-0.906171068892008,-0.530064327424583,0.898539945768182,-2.06415493818051,0.99889799905499,0.812394607509492,-0.758312323985913,0.767357560249579,-0.411428407941142,0.0367845115234169,0.930715698376913,-1.18582108319493 --3.09166660360465,-0.972050270445694,1.8259779852744,1.52714681204384,0.390550620342157,0.24975640553931,-0.340066187604348,-0.18501072598552,-1.63992177644356,0.987014687131239,-2.18266027791418,-0.815399491754547,0.315856426884161,0.0968082502537418,-0.9283063346784,-0.110254521763767,0.21437649281099,1.23964690760284,-1.9443361366747,-0.923531893577574,1.10614781348176 -6.96764930971496,1.83696335440589,-0.123262582158286,-0.378959760657207,0.414908077908737,0.958278164047281,-0.241014845221481,0.380902603674938,-0.775248344265945,1.11879358871163,-1.20863638034618,-0.262835152612424,0.0190293149714643,1.04837429547415,0.16216265645292,0.760350326936523,1.30300933162938,0.55849145579876,0.407732099649374,-0.991668233188383,0.979915336463618 --0.0190809463285469,1.20086256418835,0.0454135753346679,-2.6263899588063,-0.773975118794373,0.630467639655871,-0.484343302016212,1.32082907481121,-0.568638927719646,-0.990509436519414,-0.295429243518259,1.2477672824783,0.199882680226826,0.271659959934401,1.22008751258531,0.847499947136067,-1.02357478041368,-0.746318072354622,-0.582927568764112,-0.518929070744203,1.70604725003192 -0.103489321938993,1.06818081176969,1.09529190792881,-0.567367266486718,-0.56753224502771,-0.816391255209842,-2.0700795537793,-0.222248389466293,1.06559263780743,1.04689679834949,-1.05769369491772,0.911711454518306,-0.618614241411513,3.08527161588016,-0.00740581640844409,1.12748750241947,-1.601275961591,-0.974491420838562,0.00649689337249088,-0.914096637117529,0.709326567677177 -1.05750378969065,0.635060211572651,-1.41583373805564,-0.367708582630194,0.367785129775245,2.02890234664029,0.0816419096212214,0.0592056554526397,-0.898572200150386,0.579454691048898,1.85605529113725,0.211210934152683,0.881027446273733,-1.14391099081356,2.25855212707304,-0.979878474027702,0.668934440787267,1.15753393112763,-0.302476726050301,-0.281611794470164,-2.9840918163396 --3.042880698402,1.28688712137424,2.25972997688168,0.891908208428552,0.142742079037194,0.434150859952138,-0.173080556849617,0.247137651274996,-2.13889963963936,0.501231408648101,-1.56212224998493,-0.651321862358104,0.276697030991115,-1.95602975307187,1.74189838826125,-0.567740390157839,-0.910798837313019,-0.368419969484047,0.524700406576248,-0.948438423669322,-2.72533927843801 -0.150433193227731,0.621750481320795,-0.154104814259141,-0.842273032949297,0.0938137512340817,-0.173403296400307,1.64744384667376,0.922882760777202,0.0543000863192314,-1.41260179548245,0.717244779349423,-0.258579386516092,0.267543184114242,0.665213865180848,-0.0408117015410557,1.40460972553125,-0.490526973686379,0.0258643443302509,-0.953178076422379,-1.00829472806151,-1.52523245727068 -0.745426943993159,0.665175359339646,-0.298111488396356,0.791825992976155,0.270980545118917,-0.717470392856325,-1.9011132929953,1.82551912472211,0.708153740177185,-0.378164290775946,-0.920854374583249,-0.00291961071059799,-1.29401540612686,-0.0188669452845621,0.193946106685434,-1.27485857328435,-0.594626532031232,1.37282113454643,-1.79951797152197,2.21124944806649,1.06656941454474 --5.17639882084289,-2.62310970806095,-0.867992539368592,-0.732188877892791,1.73875767871935,-0.292500262546213,-0.386125607080373,-0.58747198516468,0.546253331140584,-1.32146127299337,-0.413622157445455,0.0649270725615508,0.921684721952855,0.281928793289501,0.457557401271913,-1.20621600542485,-0.234416408006624,0.566549677885226,0.366708288389735,-0.908757387910973,0.187367336552984 --4.25416959413676,-0.601095018666895,0.865981008222178,-0.33063138590683,0.48818066420185,1.13474975561796,0.692670984352019,-1.78628190781605,0.480253250329307,-0.0230175302131652,0.0773612398480205,-1.60563484852149,-0.923296607716733,0.695838250424242,-0.778209123682593,0.321853663371376,-0.467422488776178,-0.95011462456782,0.226654178026966,-0.214032120821446,-1.05542273210031 --3.58007136621579,1.01442203183073,0.251444085054431,1.82511120543145,-1.88101541229317,-1.22211562857349,0.117163879923617,0.15561358360066,-2.86959359094244,-1.64045743995911,1.43240522144586,-0.403288627355774,-1.81638586790124,0.157722406900725,0.4235596358678,-0.432753818757832,-0.414460074242564,1.14163552805229,1.33695473875355,0.15168473247473,-0.555407131558418 --3.00186223783814,-0.138839845423679,-0.577921000083399,-0.441540147224809,-1.011411630021,0.283744440720955,0.0688449415155042,-1.19695021651598,0.977514528970719,0.208639027380661,0.119442194159458,0.98063349889228,0.902265849637695,-0.557926775076376,1.79540912218436,1.40581415016928,-0.168117619288766,-1.45911462038748,-1.04407195633547,-0.471953606004928,-1.3487993183094 --8.21974241014491,0.0338112759642856,-1.12880834077739,-1.99637703150862,-1.09150435492749,-1.16746589259032,1.24792989974202,-1.34129406669486,0.724136296212564,-1.10416561825481,-0.687290314469452,-0.0671787775005662,-0.435758902255506,-0.594150667982706,-0.306235064193559,0.99397741518131,0.927222334001663,-1.02190078888818,-0.556857975229172,-0.794022421540827,0.403845215442131 -0.903809415049446,0.51582886424367,0.681090730300215,-2.19742010778971,-0.117239713962197,1.34872767987955,-0.0337383724372184,0.880970090494956,-1.430712775783,0.855120180130337,0.476443711143668,-0.463682177991921,-1.05797488199366,-1.55545244053716,1.15178761088786,-0.691830903389432,0.536468516687959,-0.868886814517238,1.43499490670109,0.7795731945843,-1.00105982080479 --6.36257695415156,-0.0750826383435193,0.86858192445155,-1.968672228587,-2.16987572970025,-0.738826270435431,-0.18780549100002,0.741663144758861,-0.734884539734576,1.30779950863696,2.05408020468482,-0.528600769644286,-0.314878063590492,-0.728900746524505,0.636736994157437,-1.84525196328496,2.21235468902683,-1.85330792733009,-0.300543552289497,-1.37822122041242,-0.21018944330819 --5.16873172758906,-0.701453535284976,-0.818102306702089,0.251621332539164,0.149162075728528,-2.0474357367733,0.0882261467573369,-0.11635781401898,0.478026422059397,0.739995366154429,-1.02520161011205,0.0627899788107605,-0.0842234307354571,0.207590799215397,-2.09899269360879,-1.29450031810261,0.26475811294095,0.186527419905427,-0.481273902879946,-0.507552191174539,0.235884877260428 --0.390413181287377,-1.10057482905044,1.31370674645314,0.625321794750726,2.27167567835098,-0.755133016918237,-0.865946566192282,1.72844318197949,-0.877542195084428,-0.00992150998207288,-0.782497076857833,-0.167187752222045,1.55687650200671,-0.748464128958812,-0.0175281076151365,-0.0505324297455137,-1.08734365134565,0.387337687137962,0.561829046900839,-0.297505836272441,-1.48938534540198 --6.95410729376684,-2.22676407343941,0.711474714386018,-0.368189035722982,0.274805798127054,0.175322166127672,-0.251526559975438,0.720138966149363,-1.07878073126749,-1.92306901907391,-0.579957430322965,0.0358773169907864,-3.48794402893462,-0.501343163961793,-1.18847378715019,1.40450840555783,-1.75458053582789,1.39459716370303,1.2408007053385,2.17248597414712,0.194473109861261 -2.40621848327318,-0.184650031996395,1.4676994647369,1.54882184704005,0.279075543708587,1.26835610208978,-1.0329584365287,0.468027919272919,1.43197983857854,-0.453818173408796,-1.47330113353118,-1.53112233409269,0.140176658131919,0.27959351261886,0.344816520743205,0.232866539153706,-1.90747275184441,0.890059801145424,0.410775753382039,-0.0486162427391992,0.223431431640825 --11.2727771377877,0.501647908077651,0.460337105760731,0.810786928466622,-2.18157030695462,-1.39735584351642,-1.06977818513265,-0.128861428140154,0.167007514722992,0.22222826692526,-0.868021984463383,0.342743682958346,-1.93217774118726,-0.132684693670118,-1.89309751340298,0.113134725777459,-1.47674168741458,0.746328595078748,-0.576820918724997,-1.54460251111521,0.770480324416248 --1.43877959409764,-0.587194987196237,0.362049852470101,3.43083760516743,0.706591626036894,-0.756743497034934,-1.0284897876287,1.64984270937847,-1.80709184309308,-0.940503007793761,-1.12039933734553,-0.472297163000671,1.4909218004808,-1.35248606926203,-0.712794346338769,-0.35459452577769,0.145455116480321,-0.678346463642004,0.0786191447996177,-0.179362901585084,0.9249805996557 --3.38615391210111,0.556144905893475,-0.691958312000323,0.517962397508776,-1.94087133944524,-0.753855301336948,0.23357635998151,-1.9033006310514,-0.435097261935834,0.649569987628231,2.31035530353497,-0.412538057343639,-1.44250441274636,-0.760160434122269,1.68862856047714,-1.38265618951995,-1.16273426654771,-0.92501425772842,1.44550162352748,-0.513182679266669,-0.161594749085346 --0.48807065834445,0.783743800978461,-0.0878370369664759,-0.174781554842282,1.51897610902623,-1.21783919174326,0.177960078546058,-0.169141085302799,-1.75284904227418,-0.0808935814242496,-0.984328082272579,-0.204937955779509,-0.0166271325732244,-0.340659451289003,0.652647927007459,1.12740200454525,-1.10278351157066,0.845889256517198,-1.62825919197843,1.72101368320006,1.59457737893642 -4.06942301552088,0.400380307336791,0.46964940659271,0.565806734186236,0.391587047211776,1.21772283610829,0.145648691544033,-0.312857782205886,0.282440011658112,1.3356815146775,1.69221143579416,-0.992293983657858,0.106423140842531,0.471100368750669,-0.387638319451795,-0.395178141182336,-0.144581421231724,0.0892285801136325,0.984928170572021,-1.01674435046404,0.843720160589488 --3.83016216253411,-2.28193146410422,-0.74828598655917,1.16708913911279,0.462649552239295,0.640999876273469,-0.011530050216482,0.0193443670561488,-0.657770344012039,-0.625699787190952,1.55679882111118,-0.474555214890714,-0.690899516892425,-0.509565002393521,-1.80828011085484,-0.228333760056676,-1.79011801242699,0.130222397730984,0.734927563054135,-0.237403753377607,0.9224857221793 --5.10100847767788,-0.207193007705491,0.338004013358695,0.548215697948839,0.836478902525615,-0.694966012999385,-0.123006787314871,0.0281374953603334,-1.04585628303325,0.496029408928215,-1.42267572713241,-0.779457415458188,-1.64098268009417,-0.80230717662562,1.37152950924389,1.36000828834646,0.386255509755876,-0.337343396084553,-0.471803558065672,0.392454244669045,-0.358703500408459 --0.165245716643448,0.26354487727263,0.259470497482756,0.409124074835732,-1.34331303275367,0.821711330088294,-0.17594992935108,0.53701228308794,-0.386249424949968,1.89169028166526,-0.217512589077441,-0.696244747298803,-0.445498704546479,-0.181413906595501,-1.20899716535813,-0.116626404243673,0.282859425358788,-0.389913384378087,0.446526637658695,0.127187598786677,1.80397001573526 --5.47368326269171,0.109913046027477,-1.57910571361248,-0.410474835411062,1.54187200552214,-0.906074293315287,0.161165538949084,0.172726222730162,-0.227711711481039,-0.578021590350887,-0.743054285719884,0.847599889972444,-0.974309658316357,0.214456437382474,-0.910061998579816,1.14515356515702,-2.05123303667373,0.946142649068324,-0.447600928002411,-0.74103849603151,0.189352628829124 -1.1242698770368,0.637637313953993,0.53215720462879,0.811680740289541,1.02250808556141,0.652145438564151,0.625362230017657,-1.04810413663572,-0.717255758997158,-0.105010477259504,-1.46643772201219,0.268725896689733,0.532246204624483,1.2263249392552,-0.785400558378379,-1.55546432718005,1.39407299646132,0.544376705170716,-1.04793690392109,0.564881215770609,-0.0530444155713692 --10.3133818588339,-0.184458694645864,-1.01563190804638,0.455041773298258,-0.700792687414894,-0.251395958572924,-0.825748614287728,-0.306930639383196,1.05021421352891,-1.88901026854469,0.294741908989378,-1.35032527792921,-0.891393519886588,0.917343916821881,-1.49299098055723,-0.15423436126053,-0.277701532993989,-0.668793410588951,-0.912049261487611,-0.983931186195531,-1.17889813360328 --4.88400017880626,0.606995895791969,0.444066896358023,-1.1130696547729,-2.22577991676576,0.617539546100321,0.505364637543582,1.71614317313096,-0.488738068368319,-2.22704507768056,-0.262711811393576,0.110775886185752,-0.338018883242178,-0.467596344230873,0.499197105546406,-0.307253913511901,0.710175387147451,-1.62219873936294,0.46990393084315,-1.58788793152452,0.693199386801263 --6.9441185266639,-0.762675552217793,-1.15805815248793,-0.351770441376836,-1.96685129365944,0.149492825567386,0.605305182117478,1.61700081352598,-0.332037109477943,1.48537264475677,0.615001670773059,0.144207487136746,1.36423515532834,-1.3009495710017,-1.05556053834792,-0.378059216132315,0.236102972802238,-2.39521450233002,-2.03322854557382,-1.28814733335525,-0.0288260639719442 --3.09685627244012,0.668393164795011,-0.617457837007385,-2.61603464280042,-0.128850348291745,-0.0393600563101151,1.03622169430301,-2.32265115566693,0.787715498660224,1.49096525445797,0.65524754879794,0.182030674012764,-0.208246586323852,-0.4333230790096,1.36740699281973,0.714244094581261,-0.0135565829262534,-0.671433053122328,-0.145955420122579,-1.00796761558292,-0.815759279373196 -0.205014334559622,-0.0285533554542243,0.473616507267705,0.308138110262474,-0.417548362664707,-0.662262378219286,-1.68053501127687,0.248836748382138,1.12764748406735,0.112796553435638,-0.13331065060537,-0.390167649683003,-0.884976665037321,1.49848667916065,0.0814747618203342,0.687260297202849,-0.721751476814401,-0.459695369877278,-0.100546030940269,0.0690249950017323,0.890871322307295 --7.1754470848882,-0.212826348741905,-0.335772189671075,-1.13324961253829,0.347018688506089,-1.89224454377208,-1.63586810928059,0.924954037259698,1.73737814205391,0.293055749565333,-0.0945435907797621,0.267840525413415,-0.238324587647843,-0.927131812408518,-0.38115254464845,0.00157434478626279,-0.845297646724322,-1.26081972174105,-0.681578260263594,-1.14573539238393,1.00194935230993 --2.68199557243175,2.56509088588049,1.58902267294826,-0.180770536473329,-0.239009351732186,0.0616584238719893,-0.681156921550814,0.566124451842046,1.28191539176506,1.23859189371503,-0.740384472723057,-2.60669372261619,0.0385153649792467,-1.21562182873604,-1.02375694500517,-0.0973553993502342,-0.23437890407642,-0.988814140860394,-1.27520055932608,-1.11210174709619,0.340513946920836 --7.03231830371232,-0.663208340792925,0.174953319656766,-1.74094155413151,-1.24683839958232,0.252029112186873,-0.158951409908137,0.968630552806873,-0.369574110034928,1.20414904852031,-1.32695005318446,0.39590760869784,-1.87118375642178,0.476362109987681,-0.0587019903424874,-0.528491555850589,-0.477597960781129,0.63176309164152,-1.00426666439536,-2.42280718813501,0.0854393940628819 -3.2326647881655,2.28182843323325,-0.0288989903521127,-0.121332172190701,0.277898539608695,1.00340899295928,-0.355292199028454,-0.16140789707896,0.198712130574567,0.482691426023832,0.463016514971668,1.53372598922011,-0.293621382279113,-2.11365290424807,-0.710958898309435,-0.460388432769912,-1.37965291598971,-0.530023783155506,1.43757901338047,0.482179054232331,0.976615689176267 --10.633169041397,0.502408004387117,-1.8950140802997,-1.91713584658432,-2.36883061229935,0.0309782062546811,-1.1486388247196,-1.53318562838695,-0.239590883341619,-0.192237977829249,-0.737807855535747,0.0102090825226886,0.42026506087927,0.505460741754495,1.14505084242939,-0.443863710209779,-0.238425814243687,-1.32313945069279,0.961534552601007,-1.30317968238085,-0.855852401759038 --1.24812922349431,0.196196155090027,-0.518154853704675,0.723134005346139,-0.0150755630596043,1.05366565041391,-1.39077997278362,0.131257495807273,0.768327786314784,-0.671289266351824,-1.98320529453263,-0.118729375771407,1.73558451223767,-0.898519884564699,0.041154713811611,-0.95564725515041,-0.682813969593455,-1.21803165270257,-0.495240376637896,-0.376558005784793,1.39762797753902 -2.60982333745751,0.503670065901829,0.128854433962104,-0.448908804141716,1.31144601241172,-0.801616753228877,1.4891950775984,-0.473223841497674,-0.333649495221685,-0.135970059586893,0.355779496314256,-0.695264332456079,-0.630616454961911,-0.686554347313982,-0.129193529751717,-0.2533117583891,0.755817701706397,1.61010813386247,-0.35541139827784,1.44532896854071,0.203280478698193 --6.66132399056804,-1.41933054246595,-1.22316417906146,0.822398907099902,-1.21218474026194,-0.441544701865898,0.525412480326428,-1.78226957253949,-0.818510479284896,-0.232067581750581,-1.06575728153932,-0.0707438572163253,0.819400270276426,0.129574724193987,-0.148998491246791,-1.03695865981743,-0.152838762790643,-1.22839852496533,0.0158239645145154,1.05213687539183,1.42259589859308 -6.27752347240253,1.85606410833123,-0.0923678307969514,2.43346773518394,-0.113678216089587,1.84980890798819,-1.4852765741401,-0.335638068567366,1.42901752283994,-0.15253794813409,0.399370304786752,-0.501630592626889,-0.48347985581849,0.893037450357345,-0.365935212528245,0.0108717137913884,-0.835702116219903,0.266344175785012,0.254788215082461,0.558687584380067,1.67698681813705 -2.01706302075499,2.20113467928804,-0.521193634481829,1.2035188754398,1.18343096269194,0.891292121187055,0.151964029427569,-0.393008214506183,-2.4665813380894,0.0346077641344943,2.13634087890065,-1.95951623897853,0.231966182244554,-1.46828723232304,-0.214598778320778,-0.759519502690544,0.724340252137319,0.0585845028944449,-1.53694713169041,0.409058344158403,0.4070960162325 -2.35053155582685,-0.122931209476836,0.887608366029477,-0.424871473044059,2.13066758243594,0.866649482051478,-0.0899944897982614,0.436562054273928,-0.614261526167552,-0.554831583885955,0.796567030585922,0.397914030051797,-0.413840955723277,-1.13157031831874,-0.901190326330461,-0.301289995800818,-0.556380158858714,1.14835020906225,0.694739361202901,-0.759867397983063,0.0850200952185959 -0.366066006737488,-0.94827686067897,1.98049751504846,0.504608590196864,-0.193758067545583,-0.65996218522423,-1.40416270752773,-0.303603741877463,1.57137893819259,-2.57903410349557,0.260213095725816,-0.357007920364211,1.1021282837489,-0.892535870012258,0.927821207805723,0.988537486083075,0.0987825102435898,0.164519882165357,0.878392833103045,-0.131242075861435,-0.0580122616791183 --3.53272196069018,-1.13417907897758,-0.791885345831649,-0.0417801928374467,-2.27309604990187,-1.44237312913705,-0.795515636354624,0.34679705135759,0.202140089587728,1.66680525922492,1.53375083201629,0.195792089849775,-0.592751573018794,1.69711154407363,-0.176887754409708,0.838416825162794,-0.886827894456341,-0.321508761795411,-0.0915593622355389,-1.10155654299611,-0.0994990467722488 --4.73412507219957,-0.670819900238533,0.353051920600556,-1.04108688785237,1.41093464027883,-0.243990982656634,-0.999468560161049,-0.257614010479646,1.07946254108013,0.590522339852854,-0.637571512694836,-0.0188372679566739,-0.691691458435089,-0.869066887997612,1.0714613932449,1.08957930176611,0.654522471554896,-1.91576215020574,-0.72464270827179,-0.39209237634231,0.119340085689119 --0.74561511361378,-0.678070924955385,0.0211669566622828,-0.632843215229182,0.641025848322817,-0.471679721095066,-1.55128088586711,-0.191239253528901,0.844071058088606,-1.13498813284108,-0.201204957178409,1.32731326957637,-0.909641705829339,0.516207848471513,0.674048216498134,0.210967614056993,0.832247164569718,0.0258389419658882,-0.675814092189716,-0.252223480058165,-1.4683690730879 --11.638773185024,0.329467853785235,-0.103400016917975,-1.52770777161853,-1.00944075946595,-0.675030373179664,-0.0788385677066679,-1.27579321531004,0.71070055907122,1.44909390204404,-1.355936138667,-1.62651563659713,0.221309387344125,-3.36513142567461,-0.232233191847142,-1.98253877341866,-0.751792910690342,-1.02048608266021,-0.351855893135754,-0.968046747469237,0.468492122632825 -2.08691458761471,-0.418243175408155,1.65417666518307,0.42903621323592,-1.67381865401248,-1.18020386413361,1.01025760104491,0.680854667359177,0.0964181139488574,-1.38315714538969,-0.107971680868712,0.47192580173016,0.89401315634321,-0.675889394498533,-0.614977761543583,2.17126979642313,1.39645679887124,0.364784621797849,-0.146548477381445,-1.26142401430412,0.0924653896345767 --3.10501520253942,-3.67129993184681,0.378563580102888,1.09097638924178,1.08623650504057,0.208323876620276,0.753320156098085,-0.868621528243741,-0.221100458637328,-0.323277308561522,-0.252632938390859,0.758928062502003,0.858372692605215,0.59008823614341,-0.254750293081857,0.524772045242385,-0.409015849656251,-1.63171335312411,0.594474472248708,-0.900936061849503,-0.0116515752138065 -4.33416140997695,-1.02972886617478,1.16628376382302,0.735483925135552,-0.136045871324816,1.83178796953552,0.655147475449422,1.15634896916352,1.11206050090503,-1.18911973521703,0.128801250695795,-1.70313665028883,0.257791242251492,0.0375805328487285,-1.06324564448511,1.48357336905522,-1.44646653766401,-0.681661626209891,1.2285871157543,1.2679169433966,-0.0779876241899915 --7.86858931679653,-0.423750068395092,-1.6001559444667,-0.107360412398283,-0.315170326445846,-1.07868355517245,0.514240657563574,-2.26824752202536,1.8122741445302,-2.57660783912012,-0.289408310427366,0.431515867926051,0.958411907058947,0.576874202562181,-0.73737340369162,0.0978021645279517,-0.592473428850485,-2.21710240342479,1.62982321122657,0.845317488626338,-0.990511941997483 -4.38109085258844,0.923853045853892,2.27180618063918,-1.98986467797615,1.04835896535772,0.772494203556429,1.26534150085339,-1.37875152014567,0.15606572444559,-0.84630010332637,-1.50927145981471,0.0354953339081487,1.54099837415854,-0.245879805470933,-0.424177352362406,-1.45796557192162,0.912074443614632,-0.0236544609135131,1.38003625349741,-0.102380118006583,0.58677858711736 --3.1183419331138,-0.689116636045013,-0.747127836423368,0.496892051684298,-0.230613532521348,-0.800782864387917,1.54285444668824,1.51774581138794,-0.0394336745637597,0.707293765935771,-0.277429572975197,-1.03425524287469,0.592051650624143,0.611539844179372,1.3320176230915,-1.33341728790088,-1.168273943431,0.240079854274176,-0.163534704685029,-2.5787050985334,-1.08443305390706 --7.26653888544665,-1.12353918715875,-0.991835927245703,2.15223658395212,-1.006973301354,0.054286555378882,1.12387830428584,-0.272041773276239,0.139175642528946,-0.688137855399563,-0.0493850455562034,0.584557533969082,-1.21302993404666,-0.700976004852335,-0.478441864688397,0.0439903064353769,-2.08700191774503,-1.9161093889059,0.798428636293464,-0.718926867030815,-0.659379337588964 -4.92552955063068,1.28883345271611,0.750511098963148,-0.00896008325608137,-0.340922553958411,0.707949184167747,0.321136940229106,0.151910777315629,0.391613252060231,-1.69209470803348,2.68485947656933,0.259164651975085,-0.447243662878825,-0.602063705238897,0.867029170386269,-1.59015088015939,-0.782795565622035,0.0023889124579101,0.856139501530178,0.199777307607104,1.58685235738889 -15.6024657173571,0.966160367358685,0.230938433698319,0.372701073768965,-0.652531931253996,-0.0465742127795062,2.08599835368278,0.0654693641819007,0.554627421310067,1.37134485006522,2.31401157806429,0.350876004972574,1.82862838777191,0.604501309732594,2.56428971890886,0.913082600646526,-0.321898377065905,1.21297451659627,-0.545116815766739,0.69628446464732,0.653273939904248 --3.93562049199655,-1.41954822604231,1.40045798394177,-0.775676635352623,-0.278315593382175,-1.64964028938266,-0.179060815101079,-1.67056425753593,1.38333568844776,0.136859350338437,-0.907296370131047,1.42224311900242,0.20952750001524,-0.347791296866254,0.452689547216237,1.26599443128626,-0.082121518617553,-1.27044058415208,-0.36550139168461,-0.208312019345448,-1.0142709448257 -3.2493906273658,0.151471055876311,0.539338921702249,0.468589102858034,-0.150047903198701,-0.799384272499135,1.03874472718763,-1.34563100766398,0.118166534094473,-0.175503674687316,0.606106892740376,-0.127493600985013,0.466889408690559,0.750426642360704,-0.953510912490758,0.431180389868075,0.838015135036117,-0.914019232420724,1.33238962930844,0.419502795302499,0.386812936831992 --0.0802554332179114,-1.96890232286129,1.12587475128377,-0.297294214073344,0.196652839302965,0.00898567229369826,1.7759085049113,0.224310919430722,-0.425805995248599,-1.23640577533642,0.81104488835101,-0.503543796723043,1.57672056359951,-0.00485359224395712,-0.140768415796676,-0.763986578114755,0.963109765221408,-0.381804481367546,-1.35856973884865,1.15925967433006,-0.446079702363498 --2.50099815912394,0.865251709961352,-0.101440922131797,-0.461120093098801,1.00617806807645,-0.366915593576952,-0.544386626221242,0.482035288021952,-0.396067823599381,-1.33683727724135,-1.77288004634742,1.54188885129555,1.095291964362,0.406005926991716,-1.0768062829362,0.814839816766415,-1.26056309482276,0.682415194351595,-1.01812024008991,-0.42690353693457,1.12803364308663 --5.4600090493053,-2.02053720524225,0.228938978986959,-1.28998605051334,0.912525822598589,-1.21469539044571,0.385730083177934,0.567030857932734,-1.03786218750004,0.673600463506173,-0.742005898557235,0.906759891808055,-1.35010555385199,0.0616155060247352,-0.728298196927673,-1.31708888098805,0.770209968485941,0.789445106908702,0.214555316990447,-0.978455629472718,-0.145521446868265 --1.77570077271647,-0.785706778667094,-0.28149772492145,0.0427279784202447,0.410375661232148,0.279824037518276,-2.07910431932705,0.53666183280658,-0.700311170171283,0.505302725138314,0.568394178481187,-1.2100907027703,0.3695614736637,-0.813948408123537,1.05222203868703,-0.940356286241186,0.0982343833080436,-0.0920499078542244,0.428966056016666,-0.243645316097119,2.56163818029872 -8.47701758750988,0.749420716858829,0.910432060465874,0.521430804707187,2.40407158994601,1.48985408467303,0.586773194820575,-0.103641851763021,-0.0503085139111282,0.622408825748215,0.322670844333072,-0.865822726821135,-0.575936633468493,1.77802239701853,-0.160129974417681,1.15970531336391,0.548491715417704,-0.641913512287394,0.232530654170007,-1.42049948048675,0.363664966383448 --0.671967804158955,-1.1214443526452,-0.548668632982063,1.42269801500775,0.479210687507502,0.645836801922856,-1.32838230707634,-1.61502042900441,0.148533986514258,-0.226306346139605,-0.115898623382005,0.180623909094226,-0.792582348394775,0.51512998808195,0.431312899572788,0.021795989019233,-0.319305054596982,-0.324848270019074,0.364341337947426,0.00682568314847475,0.519831427696787 -4.55911223344627,0.442829140880633,0.187155206074082,0.328530209487741,2.30289708941821,1.00764871199765,0.67606113132728,0.354112601020946,0.23366935851053,1.07904644614483,-0.103323487423134,0.74077155821798,-1.85640608819231,0.104596162453634,-1.18162292739743,-0.183285638667766,0.256486746802442,0.392168067487827,0.302076171455412,0.889446210334204,-1.27046063406652 --5.87729283379208,0.723891776741994,0.922374663472626,-1.1909855366756,0.174807835021803,0.831050988306282,-0.225378728309094,-0.757201563884666,-0.723696004993347,0.624335210176597,-1.7162721403753,0.489954604948694,-1.01376229803566,1.01430338183762,-1.14924480408644,0.346332337610593,-1.21428396621297,-0.706141878305764,-0.614655949504684,-0.649717095443435,-0.705858960040552 -4.08736455220538,-0.693303738962793,1.98382413718584,-0.204808513120571,-0.776849960459664,-0.276605958832572,0.214208336202737,1.43040757355259,-0.817280716970812,1.34709772880287,-1.69194683319752,-0.962840124110523,0.844268052339476,1.19157936061865,1.1469305345975,1.08532135516436,0.103263326664721,-0.652638054417276,0.230836418033023,-0.161480817814636,-1.27857493310186 -1.07527849182447,0.294032819547474,-0.647256720861,1.29083483188859,-0.502661717333343,0.173735380737068,-0.379800061959364,1.64210915490331,0.329661694538048,0.755727145012829,-0.255670033052256,0.196613875776254,0.989277346647678,-1.04328714730726,1.75124857579851,-0.805713567893288,-0.672703543728475,0.614903187177898,-0.629083262904254,-1.37394892364477,-0.841951487833646 -7.99191007008539,0.65364076319582,-0.59370554412321,0.0289053545893218,-2.01678292593305,0.625392025141366,0.736299492563885,0.0627678752511725,-0.537640508143333,0.56003651140392,1.09546626459824,-0.251427210928788,-0.327069739687056,1.28577016665454,0.301195835097907,1.82343987411396,1.28545248637357,1.73711129904653,-0.398356728903967,0.660239879320709,0.809184114927114 --8.63363167699696,-0.565504946161591,0.187855679151431,-0.431977641508841,0.186340745021015,-1.55032697245985,-1.07106130445984,-0.598625229116964,-1.32623695287851,-1.96011546086569,-0.128298176857739,-0.665091681137498,-0.64888565655324,-0.738474741248694,-0.213520346608002,-1.45285001413316,0.0366186811174526,-1.30444062555536,0.922293680387048,0.944489728097246,0.342675732536911 --6.52966971992294,0.219948190679679,1.15988935371769,-0.832293752574569,-0.782502798272007,0.662419238951544,-1.29141109173442,1.26330404461196,-0.820860198262451,-0.334813305835485,-1.04270703494335,-0.0290274478590614,-0.718298732858806,-1.42277560346081,1.72839953491258,-0.54896956576289,1.02210899100149,0.855289627605254,-2.09131496705002,-2.05388464740127,-0.992276110033814 --0.884623428851048,-1.16668683169487,1.77199782909125,0.888671373102923,-1.02461121600838,0.453300314769421,0.289556468702178,-1.39320910908564,0.526362409251932,-0.330999374761017,-0.635145343072586,-1.17139076053691,0.906552266979067,-0.12800171843601,1.07906536947675,0.570523165548383,-0.754333576660981,-0.0404586692762939,-0.117374502566697,1.25900446426617,-1.22818313894094 --1.5232003709341,0.318800362732263,0.0808536922785236,1.22793820743863,-0.0640277308003378,1.84970505531801,0.934368639722411,-1.14892904201274,-1.16816032676723,0.577495389857026,-1.75292000671871,-1.55452833798485,0.46108193645978,-1.06947311739671,1.12170774730391,1.41344068051912,-1.84122108722386,0.487469254025179,0.120830850822755,-0.320028798181373,-1.02245877106862 --1.53505444204316,-0.924321528382096,0.548914345643615,-0.886328001378199,0.0224021766282476,0.380336072676369,-1.56229158930885,-0.338522605443257,-0.441466718284132,-0.137369181300985,1.44240227575988,-0.441010774731266,-1.06235866583035,0.486623826348655,-0.627924433510894,-0.182858772632919,-0.84324426049414,0.697795237799764,1.3446133775488,1.11842570068238,-1.13850557188094 -6.40119355371029,0.0987991308749941,0.456384534882703,-0.575015243816287,-0.0919816607530661,-0.554232046162157,-1.02408579909811,1.83351782762522,0.0221730127488054,0.983433806256132,0.595664435684959,0.33136762318484,1.4939414553089,2.10112271370909,0.744952768264269,-0.234742412617836,2.00779300243721,-0.707960149736048,0.23934184785261,-1.1731467914324,-1.21825286155846 -2.87892404665852,-0.36100848964531,0.696859761133182,1.08060167501021,0.710663638377793,0.168691525455603,0.370712494876993,0.0961404693065489,1.21284983821511,-2.18989321959119,0.51700516789663,1.17029993148266,-1.30221369568352,-0.635361098932943,-0.0681103384737827,1.59532765299269,-1.21986813188191,0.139022481340291,0.32282016653859,0.504837569134382,-0.544813907133453 --8.54996977257598,-0.887789690177081,-1.12245017955984,0.0879505467005625,0.11891538860863,0.402635022557865,0.656000882764307,-1.1841288503319,-1.48750951915448,0.59156889570013,-1.72916519944163,0.775217818730755,0.246609021650567,-0.687663872844819,-0.51434590593747,-0.219030831805054,0.295237726339873,-0.310984545025732,-0.523557839026099,0.531289316338918,-1.64022398707567 -1.45573288641763,1.79911157206782,-0.130779281830451,0.755206308632999,0.392357335496419,0.490118844615282,0.457602641348748,0.34597738844497,-0.0840976842945331,-0.605282706479278,-1.02262013101523,-0.105024345282625,0.550429151869713,-0.398870937999487,0.362069952959966,0.21755704875457,-0.214299369753122,-0.748221493869274,-0.769082497319557,1.25545331799304,-0.220629733602584 --7.19471522972639,0.205191559292782,-2.07755881001137,-0.273004595726319,0.561613260763192,0.258371893235132,-0.607419902709069,-0.808114223423265,-1.36694138637907,-2.0493778420751,0.993785966133945,0.576283931801637,1.04034004131693,-0.475326602898975,0.510139001334801,-1.23101833702101,0.643811190290418,-1.64094078636393,-1.27963117182746,-0.0475517541414691,-0.960562265488977 --3.29093040525381,1.51039105693711,-1.17748323201404,0.716745442707616,-0.433860630786529,-1.41750506492602,-0.110096636750774,-0.828764382964554,-1.69851998050619,0.85133748882143,-0.340563442498647,-0.253533957689812,-0.348819217477491,0.154383692466939,-0.421189178591012,0.650380563526688,0.602844045627305,-0.509349748168964,0.333287664864593,-2.09998338970855,1.23093937897123 -1.35532343821846,-0.17351463243166,-0.60936251126292,0.453378632742006,1.56662321929189,-1.43909667969922,-1.52952034078323,-0.586333000149417,-0.58861421976795,0.18184727314449,1.16520006512917,0.345509732757361,0.27599073167077,-0.314994536016211,-2.25532184527818,0.52282920541047,0.965012326031036,0.643080890637204,2.39088223150496,1.05732741266119,0.198603974051001 -4.19832830436337,-0.855457143411498,0.195219522047863,1.72807758512369,0.594343869623678,-0.852909405452272,0.967577965081119,-0.641412849214328,0.882223800452841,0.71471096664683,0.890158557952923,0.649844494649276,-0.0385044054126014,0.961148791793119,0.370298708166098,-0.620978246715,0.0648815331184659,-1.19628013397073,0.148253504854167,-0.0126294688824596,-0.189622418530902 --2.84027967302609,-0.452387176934996,0.248629458991162,-0.226315215735348,-1.73187400841981,-1.36260667957141,1.67211281092751,0.809487505750734,0.59231245996559,-0.571945460599094,-1.18958785010522,-1.18512314856012,-1.55380174399198,0.0757985172336734,0.0235699261148818,-0.504963574967215,-1.12626587465189,0.201715868708975,2.07414100884159,0.111362390088216,1.47564189214958 --3.81199811714988,0.076412119390066,-1.62471848536451,-0.352101221553601,-0.609963776790669,-1.15794388542097,2.70785633621223,-0.878769504662619,1.43096236545034,0.608947759911412,0.135865415154024,-0.563874979862585,-0.485266404775077,-0.259356369165166,0.504442644438008,-0.34527766053109,-0.729866862609799,-0.504782539040795,-0.975932017074911,-0.661382204761306,-0.125379115678158 -6.11774172641074,2.20649411315505,0.84078134593945,0.802762083271766,-0.795421051339524,-0.302078603696507,2.23549744591132,-0.164916159226883,-0.308160690351106,-0.834347531474911,-0.639989867236387,0.48140931092632,-0.213415242167673,0.456963116541449,1.38701154774625,-0.318171479137451,1.0248027431706,2.19872920318931,-1.1498574389336,-1.18715673336617,-0.168922280988147 --8.42697596660499,-0.284633198761558,-0.6634097799144,-1.58502169845498,0.796751589053794,-0.566496028133921,-0.621071695437087,0.0549980218341784,-0.398442854886492,0.47011754874061,-0.471852244716565,1.4673317050034,-1.27536682395615,-1.0015230444438,-1.69224291658377,-0.696754012303667,0.798388160413613,-1.30579149368389,0.409034955443472,0.0211284539578184,-1.57390700114285 -4.21287319037364,1.18752173294263,0.531000681503619,1.71731723854932,-0.425368055359927,0.503854111237852,0.105540977740309,0.347257486521385,-0.447564117758882,-0.73032841983689,-0.626966835725338,-0.0844662825583501,-0.855742257643228,0.628046890964514,0.51940999411811,1.27663282419796,-1.23121660110352,0.375653756180399,1.40941321978856,1.80819398908807,-0.575131190966986 --2.54132620348621,-0.40774765616625,-0.583923889541344,-0.160628568312557,-0.867417225601931,-1.1234702498566,-1.25604241051891,2.56271350012023,-1.42945917580034,1.93219034443186,-1.17326291780771,1.72024724570929,0.329529891732746,-1.35326124138346,-0.26234062199208,-0.663008640601466,0.213986079124347,-1.01961670473942,-0.0487476749762032,2.00909897826715,-0.109054545306566 --2.09350216528152,0.997566621326934,0.490851422865963,-0.929775311304808,-0.0155620559988784,1.25856286108675,-0.914356109265839,1.07227594893646,0.326596694636419,-0.741205644232575,-0.81830192858691,-1.33303943834078,0.875784293627549,-0.172534458059317,0.222272421574313,-0.970154416284357,-1.05041048084626,0.660170962496016,-0.31144096016863,-1.29040848610084,-0.90584103057735 --3.70311522292939,-0.969267739371801,-0.60462650727015,0.293890464602382,-0.607188100624689,-0.071527492446963,-1.17997028005068,0.985448480846968,-0.267361499593865,-0.57455073269612,1.4814465692694,-0.075472504639092,-0.522378590389187,-0.148427681623719,-0.484240220845619,0.0590501813358203,-0.0822299736337524,-0.116058700957349,-2.4941795940798,-0.612984335647476,0.611859152224418 -2.17769873588095,0.758625101446493,-0.356845461605591,-0.511929986661721,0.466708390360115,-0.0199204245932272,0.80012336070653,-1.67223115760438,0.990402695078368,-0.456636721463681,-0.361112705392309,0.946757577680202,-2.19394776387883,0.736119086053065,-0.262019674442741,-0.739313316069961,0.650548063990091,0.186947210765714,0.724006516108669,2.19863548258815,0.512267680298991 --2.9581739410856,0.0827507202412732,-0.465875402318423,-1.76602490016219,1.20609331307844,0.131457206973649,0.519174830041609,-0.363090944639445,1.53386056344177,-0.574016804569429,0.49090647546078,-0.146055817017692,0.557538093845921,-1.34189438557252,1.60865815802838,0.539196953920371,0.200307681626547,-1.66487264596492,-1.5366855134086,-0.951675344719077,-1.1506444461218 -5.6540578841365,-0.96894851777053,1.89415615924896,0.674248124374744,0.778409362417259,1.71542529332242,-0.285004846793737,-2.45433065555038,0.882208074646925,0.161707728826481,-0.0107262327835299,2.70570560235719,-0.520157814155905,-0.539794281755869,-0.583130126085384,-0.250634655678329,0.468347794892473,0.878625767028955,-1.58598838093539,2.07536054941776,1.09137517955573 -2.04826385031662,1.00651709204874,-1.82251372126478,0.342270457910297,-0.603465982725403,-0.387061827509499,0.663346719721536,0.217629468453899,0.279775247468583,-0.307003873268398,0.0679182303580184,1.31799344627199,1.32638733472217,-0.436392606175278,-0.452757999242463,-0.701244104480595,1.48462221184531,1.38241471531486,1.27539604627253,-1.88755571869317,-0.42323566107092 --1.41403412519238,-0.217403021951246,2.27176222768621,0.909733314167801,0.274650068646032,0.452201626995424,-0.10880853487663,-1.71163722654122,-0.673975757251424,0.543584587253075,0.288993536823835,1.16347377982785,-1.17121864177688,2.0933198553448,-0.500155897854925,-1.62626983005201,1.73536329693748,-1.87935275814301,-0.917463205842697,0.215149285749081,-1.0395215758314 --1.19637055879453,-0.865953390533347,-0.113240220000789,-0.578305375528637,-0.230289101648125,0.65099375549599,1.77422579220479,-0.155628713787779,0.71815471611488,1.17191393651238,-2.05486893907971,-1.96842037813602,-0.793176714344151,-0.062990391929541,1.20485088370453,0.0474114833304904,1.30434554068186,0.467624855307144,-0.253353920740102,-0.969647867500953,-0.339080379914017 -2.46130653989303,-1.47114244756251,-0.697655085820221,-0.0825107028304276,-0.0272630765479768,-1.09017278337668,-0.908451498716058,0.229931778947687,-0.152693517710576,-0.104004919114153,-0.713588980484324,1.42590086599195,0.305703769335561,-1.36752446311983,0.262257311930288,1.67891685381219,1.0977398064276,1.28983066358726,1.75695920025771,-0.144227291098931,0.328700358508014 --0.984986747047058,2.15223022352263,-1.32851908314959,-1.29548679789706,-1.35648013437238,-1.19394962810193,1.24296415766107,0.288913359903833,-1.42096493271453,-0.551941200176679,0.417055446496342,0.554777778718657,-0.268480280002452,-1.83875651695449,0.697328969054937,1.00227667542151,-0.24662640188432,1.06595845799682,-1.59802760354391,1.62148449430692,1.31670517306225 --0.147489806601807,1.59234735016301,0.392401801938043,0.496487564281758,-1.14437254656014,1.37539201469599,-0.457044522206656,1.09692168056759,0.534680926901519,0.908380828599965,-1.06103135309802,-1.41798316910877,-0.785669105999614,1.06531716857842,-2.06717554632887,1.26480370266137,0.0886511722204257,-1.5849490218266,-0.33741010130528,0.455979710192165,-0.0926017433761558 -2.03294149037102,-0.0210152620682057,-0.441772090370314,0.574556548439702,-1.37170988153053,-0.118141503737741,-1.46567619955718,0.957371082325137,0.616703587194354,-0.161047485057176,0.473696793257558,-0.754520648580016,0.893844539559665,0.681820501297748,0.52865940471103,0.67182679540607,-0.144020615268008,0.335747878772062,0.728369717538406,-1.55996213051927,1.56814660046078 -4.42247581673633,1.73449483125756,1.90526558191225,-1.67659372036959,0.788954601325768,-0.506750621401165,-0.762505346281158,-0.269600871133737,1.192100968146,0.177668203793399,0.477852836541667,1.54970195746742,-1.0946559992258,0.229460695921669,0.332662683436442,-0.114654833653277,-0.203376544908051,1.49937671733037,-0.782450517332421,-1.36105987834289,0.913071796103957 --5.54319524207046,0.333436910848705,-1.049646757075,0.446122699936391,-0.81835704010707,0.156952126124051,1.25094555166318,-1.12969297491579,-0.0413517300846563,-0.488108894037099,-0.754010485832598,-0.975359448005094,-0.744886038825338,0.398482816179606,-0.32474585309337,-0.222747396834597,-0.102653418220163,-1.09467878873173,-0.0824967090804019,-0.891396575552146,0.802346822869268 -1.32325266187889,-1.04047947080479,1.49361257999413,0.832107884753309,0.861787882803506,0.119677373883738,-2.04023346631946,-0.899044844257736,0.426016192148871,-0.642589905825506,1.55940668441628,-1.30826951610537,-0.961464653627894,1.18460823930991,-0.324287345478714,1.25023865030107,-0.175063736247035,0.30658017982888,-0.137512185289553,-0.0801417923739372,0.695282882114497 --1.98745640692966,0.483569083284815,0.303647875778528,-1.13413672573517,0.130724029704928,-0.952157115029264,-1.38571808326025,-0.71699540609863,0.546789505775528,-0.614024019629323,0.645628039488865,1.28503573783969,-0.0417863835641605,-1.02438627730078,1.0193337774952,-0.111648793830411,0.873598369141077,-0.0549454405702661,0.571501119414092,-1.83207664873888,-0.307186376715521 -0.728715571328231,-0.332383391725077,0.958031837147036,-0.0707772258963782,0.0527558197155167,-0.845701908098623,-1.2888280969095,-1.11491603593742,1.04653120529112,0.984279970079744,-0.0668942603586456,-1.13948722596448,0.661693457171938,-0.86364439983453,0.296029211097762,1.39565586769136,0.413202788008418,-0.212878555079635,-1.18110883276717,1.07245868094257,-0.234900496828278 -0.568426066588513,0.919103744865107,0.785824381073579,0.14264342421318,-0.445651886888446,-0.0343575951936959,0.0708126243717609,1.01559624420128,1.1920980158128,-0.535562794415267,0.508884289966221,-0.22947049806193,-0.0632275699184022,-0.145693798747363,0.901683762951861,-1.66275751937483,0.307166582154369,-0.567792990273854,-1.51111623340637,0.140777612655913,0.919481903280541 --1.51117876578859,-0.357306658719488,0.152239853529518,0.134242008357168,-0.0222585328926872,-1.19970149764343,2.15103247732932,-0.0574699326497784,0.729464706181023,0.145080603170597,-1.00859885509459,1.21360290390818,-0.486712459309841,-1.39624927310047,0.189070508828628,1.37605628163554,-0.0582208584390594,-0.209856736951036,-0.0502726657972069,0.344309286987874,-0.87408616574389 --1.61056788110537,1.17904679236038,-0.423357573072579,0.126471126460027,-0.0752203077302197,-0.0682950703202914,-1.04889788759502,-0.292776127500582,-0.563270092979654,-0.492525200268491,-1.75127638065622,-0.760038541183533,1.97638014069432,1.25225208766667,-0.18277589387276,-1.17807958176728,-0.726146027195444,1.77582342333981,0.0839990566325948,-0.339261024060291,-1.02080814546254 -6.40848857591079,0.899928982272971,1.00008623542852,0.0736721788880615,1.30704452469034,-0.446327895184807,1.90455962838929,0.181834013127079,-0.206768661593069,-1.4447617122094,0.702915491888164,0.247898776866966,0.113721493962515,-0.446486340291284,1.0084666361428,-0.986499474010029,-1.36972300886708,0.0568094538303076,1.68090951020782,0.0677956093708519,0.675725346881643 -0.0879782106490413,-0.251060976511258,1.83485383521654,1.34598775651734,0.194334239124935,-1.75499668795945,1.72521715920797,-0.161805829127326,0.833013109968634,0.384302874733276,-0.207718437356067,-0.228079443841188,-0.696565376497532,0.115437617005662,0.496780368876648,-1.84205485684664,0.319844614073175,-0.814640400923075,-0.988626397500811,0.206520655837855,-0.598072697784446 -6.86025482945698,0.659700863471874,-0.315833353833228,-0.16956747741413,1.48023054061996,0.792580303087945,1.51154372547524,0.304392394416667,1.3345594167659,2.67384791379993,-0.761349405531697,-1.60653911280747,2.22227254547955,-0.396026145044602,2.25138993167098,-0.384270479463764,-0.328233497098031,1.12247083544633,-2.1340379732677,-0.0460570384913765,-0.953724468735396 --6.39499648040747,-1.84831054944285,-1.09158941376549,0.841523035882101,-1.28197427059725,0.0110132407785333,0.46753271531828,0.214839464077661,-0.79369727148576,-0.91264151858276,-0.225015046506459,-0.068929344378569,0.493944643840473,-1.71829669908605,0.102105740151957,-0.778745517797436,0.0502592042846061,-0.0613800915563755,0.203647558552449,0.195161893160641,-1.37896071938502 -0.865293226425864,-0.63235536203598,-0.474783187168915,0.402512610844363,0.616811656868709,-0.784609107384934,1.15520969654953,0.482441632145421,0.28313188207941,-0.147074056133757,0.545725213461039,-1.38184333239557,1.40161852823292,1.78202772361392,0.821122999192873,-2.3027976297798,0.354297319870151,-0.0431796860690866,0.223002381323487,0.421142909945826,-0.921645343157651 --4.14662397292562,0.524326464917881,-0.459604279494042,-1.03390989123484,0.0983683177786559,-0.801056992058455,-1.35334308941687,0.00338209826345153,0.339603580125321,-1.08636085029927,-0.141763592154253,0.258413860980717,-0.133633087011776,-0.590108891879884,-0.397359162772035,-0.923132929505682,-1.16407542522171,1.06415996245173,-1.88960325529592,2.03832357438571,1.61823704276077 -7.62353694055575,-0.836624470537046,-0.928404309844788,1.42755899712707,-0.0909335346478433,1.79231081645686,0.837293090461963,0.0318610889157421,0.901081878986828,-0.457050121143533,-1.14537352564329,0.251207910276321,0.29289713812222,0.516508829672729,-0.875427395788317,0.348607895928039,1.45474487545026,0.988858364566985,0.714568962575044,-0.429320931600298,0.248161081503538 -2.04198642271667,-2.4128197117105,-0.841908435097347,0.734708431503623,-1.43323699753484,0.358725874968432,0.77625745122959,1.59508028983602,-1.07083154696089,1.61598103706879,-0.233046781596371,-1.57553208044553,-0.790076073210132,0.937179078942994,2.25607145050172,0.577553102842283,-0.850041177947844,1.41099142177928,-1.12604981239887,1.58755854932941,0.604792701323315 --3.43686934434028,-0.317713527514673,1.24505178408429,0.108677728416787,0.24563917120202,-0.891004787137315,-0.473321861632863,-0.074141223366949,-1.79836835579907,-1.10163173581149,1.00110184100128,0.530534026137097,-0.110248977081882,0.606757607754216,-0.221262085389708,0.237664640540827,-0.762932161419946,-0.242481083455431,-1.0117438155242,1.05629605172243,-2.27272754862315 --0.0674284410696397,-0.289611893249308,-0.191436640514587,-0.58437896812509,-1.03562216856905,-1.73766466542069,1.63657275853351,1.00775448138015,0.599118901406096,-1.05615981846789,1.42857567399795,-0.100784125121622,-0.317724226968543,-1.11660892584804,1.97863997499383,-0.706487139469553,0.140884713747201,-1.1881086898858,-0.526645374308204,1.30427184837123,0.238240841994021 -3.99834347934667,-0.603945694413389,-0.271704085463045,0.294262912165525,-0.70693181866349,1.01011261496398,0.0260662925141314,1.90345797451804,1.08691978266498,1.05046426403647,-0.439580251411199,-1.42978498717518,0.0965542344874159,-1.08549211490204,1.03608873272807,-0.15624242502503,0.620266040571702,0.971711997429237,0.356009014276714,1.22824058494107,-0.574952956890693 --2.45021851186925,-1.70126024204208,-0.116174693173407,0.809645364063507,-0.373117299663172,-1.74813823608902,-0.522462967935144,-0.74165375727465,1.07556247087763,-0.0191152013872012,-0.137689273183317,-0.0860692394206534,0.863801529036907,-2.08147360555525,0.556381174599188,-1.46089127123119,-1.44294425430274,-0.174526936330823,1.7257123593987,0.905612892886637,0.943540832672772 --1.17823836453613,0.43277198360147,-1.01598585013608,-1.90670704167904,1.00648606464864,-0.588670599966824,-0.437347856540193,-0.216824060186323,0.342153512707855,-1.72995469764725,0.720832257198805,-0.118765502777614,0.175352453019689,0.710991369390603,0.0209016189778729,0.760232098930884,1.26287127242976,-0.450369829902383,-1.50478824828357,2.01958024089845,-0.444851051497166 --7.2531893503569,1.07362253489804,0.383668615163731,-0.85952188637296,0.350697944736977,0.214803115910234,0.00352269926879931,0.140991395392523,1.3747495195451,-1.15515486534791,0.704820038892649,-2.44928605860231,0.445396141817637,-0.720360768879057,0.665488430240317,-0.621161087165581,-1.64841862023226,-0.820223005325451,-1.49917123254694,-1.32439876901923,-1.91851727215338 -1.12853371065399,0.438514800625102,1.15105493219053,0.13360346652982,-0.0598306480089028,-0.426020755535337,1.0691049217974,0.975421657044022,1.15898488065314,-1.40733345011135,0.353715988516852,-0.098045468475523,0.26118052017092,-0.176488745998307,-1.46393961415836,0.451160605758536,-1.14400209644118,-0.0958087986452952,0.405263194973449,-1.45411680937949,0.926422317786419 --2.88605488534868,0.640643920873726,-0.697820100354512,0.0476192722412725,0.332458792410647,0.392415011746584,-0.374044149469323,-0.987401510575228,-0.110726768431618,-1.14370096944796,-0.956634569754139,-1.8152401201534,0.287994545806104,2.19585587305955,-0.232670222490429,-0.567036405508552,-0.105817078581056,1.94872828066466,-0.184189418649385,0.713164706662386,-0.683486370733565 -6.1840563034376,1.18423360787055,0.206882590086265,0.100440181330729,2.07238898699088,1.02934082709405,0.720520585105044,0.607638022538891,-1.55518357915835,0.528795156497931,0.300303846082486,0.699199085085098,0.102867940012863,0.492551648566904,0.611923569875915,-0.843716554219623,1.58928839067842,-0.823974572679709,-1.32540976327402,-0.717715127876185,0.231346272949537 --5.82966602796626,0.193131479256257,-0.241157561249945,-1.59502721863131,-0.584076507690444,-1.89781837284171,0.356424640487022,1.74387633884107,-1.15626334898315,-0.295955226032823,0.40515761763546,-0.359036418818526,-1.33083450415415,0.0285016567172141,-0.409075740949584,0.258831295631969,0.884999602917593,-1.38870091145251,-0.278549138420236,0.514248944308863,0.708000022057885 -1.93427926922444,0.864737855906628,0.628099225017804,0.779068397829248,-0.956716046884077,-0.17942713964811,1.08271598546522,-1.26224990741858,-1.55615969675892,2.70925994085218,-1.12900106648012,-0.901038953266663,1.92591494365776,-0.277874528795755,-0.0588075889594641,0.086271501958297,1.84612974904487,0.307384951474197,0.727723668540234,0.383915508381385,-1.05858179431883 -5.50879430793146,-0.0260525911879043,0.767901765358174,-0.138003355751984,1.82702144052349,-0.236042968940789,0.891678370327766,-0.553556763800397,-0.278476037120133,-0.645483805333483,1.67107456256663,0.594490332849356,0.195904290373848,-1.14579734238015,-0.0603335376906565,0.504082869831094,0.155043044707386,-0.724000081539332,-0.379601346077124,1.08304726278619,1.99583329956081 --1.67985814975148,-1.42841215716138,1.33467019665012,0.561631672789862,1.41753514198333,-2.18611598339785,0.632943441533797,-0.346718647970694,-0.249185534704166,0.429525043547292,-1.074242025252,1.7146639901316,0.429115537524849,-2.22894506878191,-0.48087768056932,-0.398532173991621,0.739971454405009,0.482247547442799,-0.902525283950162,1.59426769548292,0.0997561240597472 --1.87399911756606,-0.152272954315664,0.345282160723545,-0.147134911174331,-0.774995870709201,0.351806510251288,-0.363486362428058,0.68289557505267,0.40022941837905,1.0724531194548,-1.40975677430831,-1.96562591071747,-1.27632399018705,0.0590903003763319,0.402942169974411,1.60675261606331,0.336676838540591,0.879466330460656,-0.892043830310621,-0.169727006622878,0.425103331221933 -0.0375901243376282,-0.135427973733465,-0.122502599754083,-0.612791121186703,0.0964458677091455,-1.11376721785984,-0.112913898217156,-0.927210360058815,-0.678008407150383,1.09280270912831,-1.48591290013652,-0.921042336209736,1.3923043761708,0.403530582231658,-0.192002003610554,-0.665260054694093,1.40415415605903,-0.20521996386097,-0.176595148764577,-0.485492569297046,1.95745821733249 -1.07608513275272,2.21190751667654,-0.492691141206517,-0.649372771881583,0.148778178898668,-0.397738366382467,1.86902390891034,-0.26985879758117,0.28886410315082,2.75060808895272,-1.83778573276006,-0.918666779959386,0.291735564588366,-0.423611024394314,0.983864912407481,-1.5095629060326,-0.207005874416992,0.849136261410146,0.494890040481748,0.530026597542816,-1.71403479378032 --5.19578459326733,-0.661387463793352,-0.366585851365144,-0.733390785757432,-0.516565991937374,0.828053091039819,0.468379333860428,-1.1320738252927,-0.996766938760643,-0.958938099293256,1.63754940582563,0.141233875086716,-0.0774352042969024,-0.696929991165445,0.575015533603566,-0.375430514406736,-0.902208014011954,1.00047818779227,-0.767566924017067,0.09403253926092,-2.04836013192344 -2.00917947542014,0.629356183797972,0.319906863706785,0.373481394722,-0.621197861746938,1.30447948439277,0.643916098359638,-0.263368224194656,-1.29360768505015,-1.84646434409275,-0.549580390363256,0.179271974524061,-0.0257062666302232,-1.25063016193708,2.51142684830403,0.779663667308105,-1.18449183793891,-0.171423327905087,3.20648800126626,0.822351477800973,-1.83704146399796 --1.70832403336188,-0.272250297866002,0.0883307422371387,-0.300627932627621,-0.474728111954158,-0.527804344280863,0.620417124717734,0.200691657745414,0.65327442375087,-0.69276035377926,-1.25719963269186,-0.0135699343731438,-0.696444470496222,0.530342061567988,-0.839900843652342,1.07924592221398,-0.873163923432395,-1.4650456096214,0.634621797161479,1.1946829570495,0.225515829914946 -1.03819198097928,-0.717208236153912,-1.5453618577546,2.03146549683708,1.88390989530118,1.24943918818416,-0.765133698325181,-1.06296122373096,-0.894753461045814,0.304407115449338,-0.636607259049084,-0.298897242726563,0.904144597615891,-1.43727334469318,-2.42647250074819,0.462264360340142,1.10934341357007,1.18263225241457,1.33241642046955,-0.166654397599325,0.323350414359748 -1.87379275423098,-0.195326175573496,-0.168792076666876,-0.225254444672913,-0.532459593239419,-0.454552484643392,1.31798430076669,0.282899514462152,0.492544233394103,-0.44247319426665,0.0815757458897442,0.271390014815705,-1.69858082045314,-0.337258293092598,-1.3194919302383,1.11579272752914,1.08036627622144,0.60680188197241,0.44305287232319,0.666397731872379,0.412032488065816 -0.6726412451832,1.31326420197586,0.15066269210781,-0.0365424565429097,-0.826425134150941,-0.634705575928392,0.990908965400377,0.532482765810649,0.131082373729829,-0.0836683510138772,1.08412857649636,-1.19836681015153,-1.63748914249184,-0.615475402627842,-0.869167511440735,-0.0766015005932824,1.2440203662274,2.16367855495589,-2.13663385322965,0.729442783198561,0.861477186086595 --4.60824645207662,0.0126824251690525,-0.00161221815960904,2.12091428482125,-1.33872674529867,1.18071640281696,-0.136615624514536,1.34239695509349,-0.147076971099602,0.470963006938724,-0.559952834185301,-0.121241386240532,0.853552759042801,-0.408947094361141,-0.584302063884812,-0.116198637291031,-1.1100345201016,-0.191361339342147,-1.66737512771423,-0.852133547202139,-0.843078191108113 -7.38336863323112,-1.12421159377969,-0.457093963647277,0.574481802755088,-0.571913006538121,-0.263629137826599,1.66548372094832,0.593435583464108,0.724450246166627,0.990219598216886,-0.0158445906556745,-0.893854448304821,1.54898330960475,0.861812018791623,0.448596249250641,1.82448900286904,1.4648142698623,0.0693216844467168,-0.926231436312845,0.795206838820851,-0.00474059630890744 -2.03522201132119,0.856628030615164,-0.0307206591267596,0.802565414432802,1.09990997642099,-1.46059880520153,0.0562041359560491,1.30400829937682,1.19178447524399,-0.120032843491508,0.246634071164347,-0.281409677675157,-0.602184447585976,-0.288709479459072,0.0415947611215302,0.319027875356554,0.599834439321777,-0.944968550038207,0.226400244190669,-1.0772780769905,0.0132887929300158 --0.986271103814285,0.314182120307313,-1.29617446379133,0.178441737309365,1.13440584163374,-1.95311321542214,0.953461579830061,-0.118454794598473,-0.57938266015011,1.24345049319992,0.972730229321229,0.345215694762437,-0.293955759485154,-0.668009108616293,-0.209752022001636,-1.68238686495112,-0.771064841256774,-0.671229274042244,1.04160174664624,-0.251684430389931,2.32481908439744 -6.82974955172854,0.336671902986252,0.827951220188404,0.118351582138759,0.0421512013701263,0.901636147053486,-0.388228498926706,0.501075292847924,0.756537065181437,0.602844633453221,0.908740379449495,1.01978443142668,0.578467377759385,-1.60221295296236,1.38747205354092,-0.622524552159628,2.31409098151989,-1.529298608588,-0.932695397212361,1.26533764614314,-0.0393804812993737 --2.7733053162787,0.262025933384903,0.213676170533972,-0.884046859095502,-1.49367273037647,-0.111221850564104,-1.23724668656368,-0.759040176043954,0.482052808162271,-0.298790723395545,0.619466700717325,-0.325267640228569,-1.48847038292239,-1.15499596220417,0.0695903395632872,-0.0800177717958386,0.263268445522918,1.71171946051847,-0.162186343850624,-1.07530902588932,1.19776126024885 --0.793184916872959,0.319463859060926,0.0548009191043245,1.2060332363366,0.057054540508603,-0.439838957809038,-0.282340091075531,1.02939332139997,0.43118806793424,-0.595211744423431,-0.784920463845292,0.440829619427202,-0.323066481825202,0.271491624172302,-1.60197967867172,-0.523715747579469,0.199326204417603,0.000552149553382383,-0.460818949316533,0.713591732776879,-0.197931958426502 --0.98380592184405,-0.30209292479344,0.497924420281783,0.0157827623755427,1.08649826286518,-0.509057379065576,1.96225928072304,0.176999668059457,0.979559595153569,0.20455714794762,-0.540254760370601,-2.69722380421533,-1.35653303933025,0.310132482993502,-0.227939575910826,-0.809594137032923,-0.524493843085708,1.4409464213816,0.399538800409679,-0.361512674414875,-0.656436572698809 --0.265452736027954,0.5173408285166,-0.642315315759831,-0.225461499599083,-0.389092060738939,-1.24702868350309,0.573911209327698,1.27983283839234,2.13584922517669,1.54519292590216,0.638503003296564,-0.0908092554699313,-1.18745793623944,0.135034170938323,-0.242803614141239,0.44323842516932,-1.15097843568012,-0.598595388664494,-0.98053259634197,-1.25581464755229,0.664037657459378 -2.5939561334891,-1.1640865568817,0.0716135229385366,-1.2966060858436,1.04523868259411,-1.05025765905337,0.00567448428313877,-1.88147782080755,-0.706938571396565,-1.87111460462714,1.88323015993463,-0.214510633496329,2.69930978520233,-0.0856278135738245,1.03889421329247,0.967729905746906,-0.337772557704425,0.86755728692354,-0.338454069052413,0.827712390166602,1.58441848692612 -2.85476780249033,1.27467984653973,0.0559589964449542,-0.0384850009257473,-0.549884457784471,0.655863788007141,-0.70990177112092,-0.488276040468676,-0.850074828629846,0.212485429105254,0.912084312718658,1.35057013168091,-0.231462183022324,1.26975853664754,-0.443108948561589,1.69574130964832,-0.258998410002797,0.0627631758480867,0.79783460857305,-1.85723188261096,1.05108346240982 --4.22268498119607,-0.452948226188129,-0.656038508322067,-0.996853673628424,-0.764384302224071,-0.693823648064722,1.01610264176354,-2.66890724622021,0.308264771037035,-1.68015758420716,-1.78510735562481,0.394904570429995,-1.09326901605869,-1.71336821672472,1.00095914778339,-0.345208470223934,0.495750896515798,0.818181334297038,0.875810452794275,1.15607817716314,0.387120720352862 -1.24293670112651,0.117753728834057,0.644952092175901,-0.344813649173226,-1.09465730413815,0.258127903092287,-0.579374666611369,1.3958245834215,0.220465334911223,-0.290571200416257,0.418267578195694,0.490441597569394,-1.29119870329035,-0.44008158713421,0.236966920158471,-0.0281212746784932,0.181133273887433,1.66349960007623,0.145152067266365,0.663129897700958,-0.783129440559268 -5.12060537875604,1.35993126671175,1.44944567092148,0.34299174154333,-0.848581491621649,0.783645063057758,-0.0994462664216164,0.769178675562409,-1.03575311373568,0.566296116526859,-0.0768823495338205,0.00508732939099174,0.337643268091953,0.0865230023251014,0.307881224293216,0.922683448016848,0.277150539772318,-0.950134747350486,-0.283337183980441,0.994206733655362,-0.39244296644166 --1.87101135241734,-1.05831877329288,-0.252634874667687,-0.686435433956084,0.42428125163537,0.166908812266616,-1.7927416399576,1.14264645492678,0.369970763313589,-0.8352253184863,0.925298408684634,1.22860907593792,0.832541727721819,-1.1858927662877,-0.244031993698721,-0.97651149349796,-1.96166976101438,-0.731110970298235,1.77169273656677,1.34590971907542,-0.215774880939132 --3.75363785236399,0.0378117370799486,0.464656676659763,-0.628037071152711,0.0601689708989325,-1.32311054393514,-0.263612021318528,0.392064930116736,0.230752113133636,-0.316792363828465,-1.11310580777513,0.958088205772812,-0.155587664505242,-0.381658821966182,-1.90285348531535,1.21872523267821,-0.0940465174907623,-0.403599220628301,-0.303025112219343,-0.341839564186459,0.687378224728287 -0.638247014494588,0.582304929436291,-0.759091900953734,1.05889232501212,0.913631782574476,-0.837462842708502,-1.46825673383848,1.20952339804361,0.135079192604919,-0.570782899273761,0.643681878365636,2.3638651666019,1.88140747619953,1.15921779816894,-0.163501477781212,0.0164177208743189,-0.254377201618367,-0.25569159735873,-2.50160122080645,-2.0039258278416,-0.861462523616809 -1.59452983392314,0.595808722209156,-0.613177103375837,0.672709401210877,-0.760355988007044,-0.398820188567022,0.162844664594153,0.737175353188939,-1.35364921544656,-0.595983988119886,0.816599180449181,1.57704489603794,0.964092468061179,-0.472374013700671,-0.219998377994765,1.76199117600274,-1.35647410704237,-1.75186653467699,-0.973714630193277,0.0245692325086537,0.231617028655838 --2.22549538002341,-0.352637703102544,-1.16233655875022,-0.910022907478485,-0.451266303836025,-1.17165432155883,0.88600573791165,-0.0272466028200334,0.12294597063284,-0.778738045134806,-1.38359192063301,0.441686029687488,0.233101901685628,-0.696653496046852,1.74244548248748,0.793047083719333,0.449271490452748,0.99921096193482,-0.426747635846311,0.6910702909477,-0.0806718436544727 --0.701005896585226,-1.02413319377272,0.774622673129852,-1.62241584393415,-0.192783929467793,0.194735797667501,-0.568425303508995,0.162698186799575,1.04774259289475,0.562013198974011,-0.806439957338126,-0.429392268187371,0.0482617712335516,0.0725248844114753,1.34495934110829,-0.558197253592492,-0.0670319783474328,0.1057459519552,-0.235153418538512,0.526711043510995,-0.180636241097236 --3.34494192549419,0.614554443260793,-1.81210291034675,-1.16125940194916,1.62485755710687,0.318477946608998,-0.342707670164153,-0.414535984040607,-1.40373720098518,-0.321947927765823,-0.482507864321872,0.305693816334041,-0.520895734623016,-0.82488763232783,-0.654143746853947,0.677011850437024,-0.532564490473812,-0.948011191826027,-0.246893723671661,1.48317197882508,0.545333116528128 --4.40504676590775,-0.928281530715138,-1.35383157392274,-0.472011305152293,-1.68042083084287,0.676772800758896,0.785296301029695,0.922230853563582,-0.785459569080108,-0.698709234004757,-0.16779331813024,0.704599766522581,0.899544046606476,-0.624519215306288,0.46821664404996,0.736815189269199,-1.29662554575633,-0.526124532245792,-0.381983570468802,0.309626423915198,0.436570076848483 --7.92986462821281,-0.00651445271629936,0.0154052883900366,0.204563561296361,-0.259402451220336,0.647605335144622,-1.93141469786968,0.183564876967964,0.512943458639036,-0.386504935971477,0.903689551632092,-0.958656244459715,0.649403266054352,-0.839600044838282,-1.619499706354,-1.67196737041692,-2.09099290625824,-1.30215151033079,1.65652135521497,-0.558703773765552,-0.87701932130543 --0.0249991914113922,0.224880808422362,-0.624447797566008,1.04846502765846,-0.222558958106386,0.540330979148082,-1.1135686964306,0.765284617592328,-1.98271057746334,0.470006000929983,-0.26587632584582,0.331529835199274,0.569343662012846,0.951452341290856,0.339521696637596,-0.754756762956467,1.13407688245461,-0.0293923241950623,0.0916510723368796,-1.59482095331431,-0.0456954979481278 -1.12331065177706,0.199455432509476,-1.57606679489181,1.64448384037169,0.799950067049245,-0.785728131587723,1.22061770628995,1.79433028674147,0.0932616772638527,-0.539458975945306,1.16305161628364,0.270132766235549,1.75497348622353,-0.906027333916688,0.219840175574285,-1.2292453803343,-0.0113115189354943,-0.435185357968436,0.17369897612816,-1.21505564817514,0.131427246790858 -0.669904167541874,0.178207858976924,0.346480614231598,0.102303919767983,-0.196396890128572,-0.601589920543961,0.104419872501601,0.532947081461709,-0.153418679262005,0.466879946981298,0.407920458298948,-0.392296603236598,-0.363713845128214,-0.167508847055601,-0.987716784885317,0.842052505691577,1.07816199809542,0.532558026914563,-0.159939262009306,1.22012580857046,-1.45726275962823 --4.23425223308218,0.285143959081385,-1.24061315622903,-0.931014661734596,-0.498488202818562,0.610848071138949,-0.0222035138367822,-0.893086666303572,-0.0398717721297823,-1.11554224823382,0.133370317305492,0.389290788024142,0.0601437119891202,-1.35166201425944,-0.502381055136912,2.38414822192172,-0.404256391316583,1.45218184167066,-1.03656947978147,0.435903645970337,-0.780577165165271 -0.047442988386629,0.238966519845743,5.04664938192134e-05,0.255386236522904,0.325583275478928,-0.618911072578862,0.350087681515387,0.382929062978979,-0.734352578692939,-0.210575546319995,-1.37987001070396,0.0859597809817196,-0.820511424931201,-0.182876009681035,0.534306729330526,1.47882544390717,-0.0687055887554321,-1.11447984262246,0.0508887084339365,0.57187554396063,-0.352951586717513 --3.83685307226086,0.62492277428748,-1.54854497119581,-0.411617947923363,-0.704210964847676,-1.18088211825452,-1.07416136811458,-0.959268250429718,-0.778576902834634,0.556623321895749,0.298198199558444,0.618622408253547,-1.24519808860657,0.120030926240784,0.07196141017761,0.492921083833704,2.55657918472179,-0.91659282829052,-0.0781723324488429,0.945838091032438,-1.45243393958592 -6.60111761764105,-1.40841277187787,-0.15338907291065,-1.70875676835619,1.00518915395201,1.05483725849324,1.18098182363511,-1.1448569233721,-0.103434005009091,-0.492395873000273,-1.0927822672818,-1.86607478841742,1.35777432452536,0.910451652197024,2.39798755919398,2.08213386039471,1.52871636174983,0.897657403728976,1.35198856222399,0.681301752321273,0.00213575221017447 -0.141220909296502,0.57396246876626,-1.01086201299834,-1.44314981112177,-0.634275312297138,0.828778022030367,0.432727786732392,-0.937601773044787,0.0297499161057886,-0.126225740504082,0.25405765945515,-1.27445413877441,1.69826163609991,-0.65402337754844,-0.487930244165385,1.76956037602318,-0.0288685687921892,0.776528592386941,1.01852479683801,-0.501007039311211,-0.447578780976682 -1.62774764112305,1.33577577407657,-0.962059414859001,-0.873659201824279,0.215584409250968,0.997728631579653,0.989376928320435,-0.658293367372679,0.148802533041937,0.241011271289738,1.19770021467307,0.837101981059071,1.89938342233032,-0.758637362189319,0.0468172602324245,-1.64501955556502,0.896612734395747,0.206412591750983,-0.155422342236216,-0.244524170612622,-1.53224681906435 -2.26423457246345,-0.461486108128656,-1.56520209471055,-0.62665182052179,1.57734460958738,1.40082344752322,-1.71696355753428,0.606060191657749,-0.449711812435134,2.17411851837166,1.04195745040148,0.894165204732648,1.40219664721231,-0.16102475314666,-0.332920478535433,0.388664513224949,-0.419914172565659,0.102321221743387,0.276749006236091,0.772340579164763,-1.16896936105626 -1.15814398146877,-0.192363844536247,1.39830497251044,-2.11316586454782,-0.31714409274181,-0.907964707344694,0.202997326125512,-0.841621896388723,0.548388083877073,-0.588272526294106,0.0728724974756464,0.105211947619081,0.265384639738352,1.62561820815739,0.809170602018346,1.51720757060324,-0.392043728808706,0.231225406007969,-1.10792932355942,0.671104536983361,0.341033115970297 -3.32254495511991,-2.08306461300538,-0.208013350713519,1.48715748690619,1.44251706947842,-1.72221870207466,0.240861285230547,0.23326022694719,2.04798629979008,0.740723884157443,-1.35164171572216,0.0375319591172812,0.690565875497695,-0.0423790850245684,0.696696966164151,0.42724184807757,0.00281015453935787,-0.311554441690837,0.414286480150982,-0.731393684379731,0.39358615050556 --11.9470051499537,-1.90889966407156,-1.3300765576896,-1.97015236129599,-0.971887128303271,-1.1024410149047,-1.15966199379447,-1.50307906433194,0.432447173119758,-0.543744086612168,-0.195735678134206,-0.605117110663861,-0.945936004100186,0.952224413495217,0.849287798355931,-1.69952324040364,-0.633362104349676,1.18015294553668,-2.44973281165937,1.03955027247798,0.661203845957626 -9.78050207336815,1.41025794525215,0.0350741035822778,-0.0373559819559498,-0.315932963642959,-0.912368153344223,1.09506348675712,1.632290234017,1.64506806247737,0.159244427009514,0.62495724787544,-1.03675580118607,0.519738267602914,0.96886349952155,1.46170877078859,0.906613120530066,1.03329000535105,0.500258759883977,-0.0685603439858127,0.181592423217267,-0.300211100111993 --1.49865640641359,0.527532429716916,0.595361536530095,-0.0149994577957782,0.249824738145412,-1.01153663393002,1.27999025244102,-0.355928231442665,-0.00258008551768377,0.495580863306107,1.47415769722382,0.00987559219545435,-0.780549209857819,-0.45764547824738,0.604471432796905,-1.33279173894312,-0.593102531623545,0.466135164686038,-1.09997263929447,0.113567768676349,-1.11081876364444 --0.217144418589721,0.644207628219839,0.21501616839415,0.758038203244874,0.753719645696583,-0.384600296073505,-0.43562696597084,0.619813395059496,-0.681012658441262,0.614991879934818,-0.885313772739231,0.593019135996725,0.733862041813586,-1.49351216018937,-0.226065278185205,-1.19771755398483,-1.38003355454394,0.112305130265698,0.554325756847746,0.852680472568068,-0.357202361927274 -8.99779856680903,0.901284379647873,-0.495764063811035,-0.994378268850001,0.860764287050864,0.772328048457079,-0.233702624006648,1.17318386079528,1.75562671678461,-0.601300919525631,1.00076470843103,1.96170783325856,0.0158745193627193,-0.00442981349394377,1.32899603914065,0.0576778621171495,0.242892418124794,1.50945421095304,-1.77856035630493,0.0548765958449488,0.140010767892842 --0.833056178321076,-0.242246696421772,0.387998807095383,0.492797076843091,0.129150596575801,-0.684587021076836,0.348110016469314,-1.32242594999121,1.01688205440762,0.620163448594281,-0.00786194940390608,-1.67510901594619,1.81235266628935,-0.0992242841049085,0.149220446826101,-0.868004462904981,1.51951090415075,-0.5180124006562,-1.033355314053,0.0721016943972267,-0.876481635011995 -6.40796368428192,1.40266839261555,0.188364985459627,0.957439287862339,1.45816921848327,0.400433184756276,0.302356997005082,0.838623876492991,0.602294625295779,1.1550864894473,0.340566491351962,-1.92415097673798,-0.340852133355415,1.35641642358049,-1.27450055951213,1.03375848979686,1.92959366372972,-0.953894616572607,0.551442098095112,-0.54525107613864,0.664254111133346 -3.21299149107529,1.09593101034668,0.141349660565147,-0.0971759024951802,-0.452379420206379,0.578992878531049,-0.418386424611338,1.49867408287855,-0.30254283598277,-0.80568720222839,0.0483841595038181,0.1417228570004,0.549778108570972,1.37113398544157,0.934571834502173,-0.264072956321352,0.453700494862598,-0.829327125383929,-1.12862885787192,0.467668410629178,0.896698710718848 -1.1516955744128,-0.565196923711415,-1.06664092089482,0.998930672560204,1.07151634526903,0.239987540751883,0.621493557990644,0.932182887529311,-1.02988581342641,0.243726695791572,-0.776668984364151,0.243182907782261,0.326621545678475,-0.352714440660638,0.0295102877109502,-0.275908514086058,-0.306705792275599,0.286856043307031,0.833425314360098,-1.52871309479595,2.140767194293 -5.72019370025934,0.310475047231296,0.78265011869897,-0.319016625197522,-0.571993456244153,0.497174440731862,-0.548142725824497,0.406146970423232,-0.692858188849787,0.0103119068269952,0.768497604336111,0.141430923584589,1.24750375227059,2.94373310955285,1.01341135811402,0.0763364937771979,1.3725159617947,-0.928278987582532,0.651038069904518,-0.509599554756757,-0.362975175429976 -6.22913085106413,0.493917890625226,2.5118012739391,-1.02761709361121,-0.0958860843781111,1.63395225168022,0.351236865575139,0.427236677871474,1.29213441841839,0.53621987125098,-0.160989191225179,-0.652026360373129,-0.069761142845616,-1.13915339552059,-0.416441386882896,1.3883428819107,0.611888794370188,0.642583780659054,0.00788021447102112,-2.44155061232644,1.31463536638357 --2.82176347424283,-1.41179740572769,-1.3790189302553,-0.522693229283349,0.639345762662583,-0.627625874216509,1.04492220398398,-0.410183455922037,1.00879381378713,-0.340283204244597,-0.758266672480459,1.21613118359093,-0.231552399590865,1.45483994402061,-0.995703986676313,-1.82667474020747,-0.772253620017324,0.479791803380685,-0.336726573569154,-0.51275512513387,1.30960354772508 -10.0338470211256,0.108735032745436,-0.536669117009431,0.518838600351768,-0.359530293586132,0.573763886211068,2.15009977396348,-1.12817916448302,0.0512105505511479,0.441348964507158,1.90367587055291,2.11919246244312,0.511841105515455,0.955879753359745,-1.20464215680728,-0.858919576613915,0.942073887100736,-0.0969137463271747,2.77841499886408,0.221156945219647,1.01545634988855 -0.929401560301317,0.407227825741265,-0.833973838630417,0.243402033584193,1.65094658087658,-1.06661311653096,-0.309688419691822,1.0065376754018,-0.86852900041335,1.32492360308703,0.30073713980721,-0.457135782931945,-0.691805105548591,0.522139650528956,1.25923315461565,-0.0304496625340102,-0.764978307958796,-0.943856052052637,0.516761461671384,-0.149827988684372,-1.10282775175448 --0.663823576331216,-0.839683481632544,1.10817150291651,-1.15850072147012,-0.707843247031939,-1.90678248885208,-0.0666385395526008,0.848816926610122,-0.181973828933684,-2.70493530110995,-0.204955124720587,1.03541042194961,-0.56972708748784,1.22373062097735,0.835396503521339,0.759315485479435,-1.17818648563729,0.5666497265512,1.59253600799795,-0.42205522063352,0.0458895367488652 --0.895743197964194,0.446130279147461,0.207704418234698,-0.206745778690834,0.525902927727226,-0.978345449193822,-2.46309438070537,0.812988188942681,-1.29578328798099,-0.435377845601087,0.0775874504856953,-1.78625350706451,0.299850379163838,0.160456460874643,0.471159471941859,1.1879332078564,1.84420937109258,-0.561035805927439,0.546088104073341,-0.961271749177598,1.53607858620131 -5.24227965077573,-0.365416700997548,-0.774373482135165,-0.131123233005145,0.0343143452250501,2.10334109994119,0.472517839346417,0.128902363728644,-0.133601669824859,0.48826928717391,-0.640289464409858,1.08597452558725,0.581645134775089,1.05028638348611,0.353907479459844,2.57183451096374,-0.00491304243942858,0.038696443818038,-0.264774874398624,-0.662987901974106,-1.36210978922816 -7.05520000792141,0.539179850720689,-0.08472012858165,1.8819382521848,-1.06856295619737,0.861466327694325,-0.65633897409368,-0.0809362473772975,0.292526675633792,0.346772332606757,-0.0612000083525425,0.304998927650693,0.876216318402739,0.614584863889045,1.74697969148202,-1.27678027170749,2.25536456488504,1.1718069626773,-0.183483501264601,-1.4540294494565,0.654465902786551 --1.77608338107157,-0.808576870400653,-1.26100901873281,-1.48779563623254,0.18357468510114,0.0071379400874801,0.605169521887689,-0.457036457971806,0.232843326548931,1.0791723411441,-1.20100470457038,-1.5722784407876,0.267942981084319,-0.766513037467574,-1.07918040444431,0.67652853470333,0.11520267045301,1.37922159111114,-0.432461490857662,1.39921398803923,0.648496727733765 --1.09955502551849,-0.484411316865176,0.108476150663163,-0.611122522924593,1.3744837963047,0.00957346858782627,2.02610293964773,-0.391148452115385,-1.74118665112066,-2.04351837690381,-0.324955949844275,0.352721269975832,1.12488602153892,-0.708878034478227,1.74339738720889,-0.0413352894115085,-0.735678742045235,0.00384744863802688,1.03094339278658,-1.1065181180024,-0.756259106387104 --6.53783498559817,-1.01114049610383,-0.375844442498734,-0.601660392323484,-0.286743446552813,0.0282964120791,0.590978945512957,0.228955150408126,0.813884567193659,-2.09571618435047,-2.50142529634345,-0.35632154066544,0.103557371364373,-0.966336411029281,-0.963780665714559,-1.01939749372468,0.660419299905206,1.00511429301107,-0.920447927382837,0.989540878562894,-0.178204649543241 -9.92941952641837,0.119124186659965,0.37078650062671,-0.0475438305311531,1.42300324568605,-0.498671503810539,-1.46417881690949,0.515453380674737,0.490214322059627,0.952349579118297,0.776890114368594,1.0029393358598,-0.294878379093784,1.74025306593157,0.0802236426247819,2.41681340518421,-0.0609430870746158,-0.764877554490302,0.802865725437834,0.1424622963256,2.18640863958531 -9.41364377975594,-1.69523312247267,0.960698274837823,-0.378886302986379,1.62045203886204,0.638804997315306,0.844681437057497,1.10489479206665,1.19312445868931,0.00649585427186943,-0.942109581554051,0.157448973354804,1.4762469749265,-0.333187409430622,-0.0854290762095287,0.0518159238779419,-0.265865147006978,0.962012868390706,3.49736764239772,0.46770591662205,1.1976854400303 -3.53534528068204,0.17180830011942,0.014617110779749,-0.0152839274492883,1.36043790836783,-0.243912438532919,-1.6462317051741,-0.417062494450388,0.246333110276024,1.47610519196767,0.727637016881411,0.0636873755761515,-2.23912579240211,-0.564266197339893,0.393414432268272,1.1617109199082,1.71429748602422,0.405626546321609,0.484702315692074,0.300449178949844,0.700460301878927 --6.86251956584909,-0.678293128403,1.26535045336079,1.04830101588845,0.163643812696283,-0.328499356001021,-2.20950267503935,-0.162077645208014,-2.48313085887713,0.0571777468258212,-1.33927032496163,-1.50420632634014,-1.93543006513224,-0.0266507893277494,-0.158474058694893,2.07360664688137,0.627856074602486,-1.76450458300256,0.810554190800865,-0.456074404097819,0.395408322147698 --4.36657221538342,-0.708855920544086,1.5691905593185,-0.941698025673051,0.0739113907616869,-0.804339965686721,-0.372067338876065,-2.05093214524201,1.31513459749274,-0.906060665114503,-1.30982877230483,-0.516232244670278,-0.570772276214425,0.259953382160437,-1.78693347790975,2.57498969149015,0.375757566872567,-0.283752203136715,-0.17794044849176,0.241217899284882,-0.185879058652878 --3.9065260637199,-1.0168464205938,0.663840866099925,-0.0695646689096318,-1.34149638024613,1.49289499190682,-0.989944388264023,-0.712048317585526,-2.06892146511631,-0.411999580572554,-0.298129087382674,-0.0559626971585198,1.11430703138883,-0.709846315105231,-0.419687472080886,0.845765001385946,0.825963311946452,-1.16948104406475,-0.433537669944981,1.58259924304713,-0.0250058484749417 --4.17718160146946,0.331329107043333,-0.618768130715814,-1.82245383945604,-0.416513202433027,-0.229712263736122,1.16702224945313,-0.338479999983235,0.467890300125305,-2.01486121412275,0.0910169641117129,0.0456770744602935,0.604998154842215,-2.24960783420339,1.47146074158392,-1.53822185914354,-2.22172903339035,1.50532544558594,-0.46512816224379,0.493607264773434,0.555624600366477 -3.73248231023348,1.00310030137957,2.23907921925683,-0.418809821499445,-0.371292744649427,0.585524195499645,-1.1136236119503,-0.811314996887959,0.205460067893924,0.939557911581727,-1.10680785988038,0.103460322842312,0.40543707919908,1.04744874847746,0.610332081504942,1.13236160615355,0.651752027775254,0.574711838569202,-0.189103169179926,2.00509711363113,-1.93780675539802 --1.83168268213146,-0.306073756228376,-2.53329287099899,0.187979176131566,-0.833204238505531,-0.864738032796687,-0.200532732489682,0.203462711822587,0.766463649122546,0.677351546262542,1.14585879715483,-0.199443036226955,0.549406982703471,0.67310926073789,1.6267988076692,-0.576664492386772,-1.22950830071863,0.110848829898495,0.344762113699921,-1.33519681675664,-0.409707840876944 --1.83960928889277,-1.00135451975367,-1.21122826798173,0.886948525698531,0.298881426878995,-0.501824567860289,-0.958837119452427,1.11125519826472,1.05961681690179,0.154852476704336,-0.10654450258405,-0.524138912322283,2.14112605306535,0.206570299602214,-1.01939879165787,0.337131061962789,0.281911122280062,-1.85563365739695,0.15885853317646,-0.435358055526962,-0.600373689054395 -8.35217869775118,1.29253648281127,-1.186577016595,-0.306211715444612,1.71177222099351,-0.55366675964098,0.317296745703284,-1.73524571690034,0.453869634905665,1.31947524988544,2.78809566872238,-0.00534468200808859,-0.0391705089722208,1.208461196864,0.726629255165403,-0.213173883641931,-0.231643825846255,1.25328342410915,0.57380342352236,0.321284100720563,-0.55726960814522 --6.78922684652676,-1.34059272302743,-0.824407507635977,-1.28987640179263,-0.623446340431929,-0.375924758151866,1.48923268734957,-1.39304847419004,-0.259371262554197,-0.0324631404610132,-1.4423604735989,0.365811076223534,-0.400414723379978,-0.369328674801161,0.802164942676599,-1.14225823100661,-1.11345823783313,-0.24629534912034,0.470064938284836,0.391945827510076,-1.00342003109054 -1.02494793601659,-0.0374412003899106,-0.371766448845303,-0.216169488977788,-0.271880079058099,1.15856117429846,-0.557885771383909,0.101025852523054,1.78671858085783,1.69572026023949,0.842362065482231,-1.19918293446198,-0.597685891520061,0.0341457733759688,-1.5615515196417,-1.7550175612324,-0.000544226780470999,0.353199169726571,-0.113322156805298,0.71953263680759,0.404064280988408 --0.384050426922688,-0.212395706793752,-0.0310870612242919,-0.0482742167705388,0.00712980968284981,0.147673710064576,0.846325087048274,1.06209014281477,0.188166455591079,0.331386755199461,-1.43953766956573,-0.584307280386604,-0.25050732123114,-0.61843684973667,-1.21494794462989,0.589237265884549,-0.48348715536107,1.64638300626665,-1.23168454916127,-0.699279503979482,2.08084872896995 -5.39984878224869,0.694408192578244,1.66097286472424,1.92711943095444,2.42319525431602,-0.567013915173015,-0.289499564751081,0.343467644387309,-1.94957082072668,0.450479387047217,-0.603736719742688,0.0121316915519696,-0.768700730324163,1.02286046413823,0.0699087461164137,0.129412451787226,0.724323499654286,-0.106758216187662,-0.518916443379061,0.948039532704682,-0.301698726634664 --6.81301651664779,-0.0474178133303296,-0.0331356798441635,-0.892324008664722,0.896191734166505,-0.955549132656971,-0.635493470777915,-1.13553345979023,-0.572014276359918,-1.45830228851915,0.19117121674407,0.861421803581887,1.06440407863679,-1.42863978952414,0.566180009091529,0.200152251501637,-0.396559744830435,0.664750135954815,0.321661352915869,-2.41872951694233,-1.2307861447436 --0.553348544471393,0.905847974958103,0.986782134780428,-1.52643716533826,0.0605173493483128,0.0263729446443259,-0.618752798109904,0.0796489740781888,0.0834324348706416,1.20986211859151,-0.385618487486092,1.02588556512627,-0.306870461690275,1.00327178885886,1.2953772856721,-0.386096751811571,-0.294997167734931,-1.02967214150648,0.169509006620094,-1.00802378292697,-0.789651490795216 -3.07860644417272,1.37020168909189,0.630174471309162,1.20465487513644,0.999637679239963,-0.29163375051636,-0.0122734271957374,-0.317125253125413,0.293531440739037,-0.883175221243531,0.282118325342803,-0.967873139960582,-1.10547313518209,0.979554301773717,0.519495492653777,0.728237736101298,-0.197018705329692,0.228138268079713,-1.22453577849329,-0.737230435360561,0.77858762869592 --4.34621648249352,0.608531723662542,-0.181516965998299,-0.642195658969705,-1.17001002465119,0.318705545081511,0.246433723617915,-0.051394310949016,-0.935477200550362,-0.169104258865068,-0.324172871734994,-1.86082606760395,0.301545480849177,-2.22939443303923,0.0782788896538095,0.993410214593701,-0.216180486104934,-0.194496901446037,1.09825903263807,1.06077359503699,-0.0770247808779415 --4.49659043814428,-0.779106423107874,0.128205082371562,-0.460066494076956,-1.29930849797944,-1.04519937595613,-0.815482686583548,-0.385075764632455,0.102000528793329,1.26654443776429,-0.0546868087680835,-0.731926664357457,-0.977491915222621,0.503416173550248,-1.46719403821278,1.41497289602802,-1.17962231075478,-0.407142139873114,1.08964065388498,0.276519225950936,1.70636738177229 -2.96833701386351,0.903155549479181,-0.946044748090142,-0.376312769131715,0.849048404498716,0.684194209440948,1.22195098311369,0.034913043136809,0.375913021018913,0.0560454366655821,0.582360405378509,1.18892211325448,0.404121120178476,-1.23347442696223,-0.473176101143342,-0.382306952887148,0.554841361893308,1.04048890187642,-0.518894258143883,-0.0813959615598607,-1.52982067267435 -1.85358869723437,-0.130165784238847,1.16109121093131,1.95554194284068,0.196023462820279,-0.511131569303386,-0.036322699127723,-0.912603776298529,-0.976621430400814,-0.940951756421223,0.374875099093081,1.31115496679167,-1.64080699997253,0.853075195188135,-0.541028787428344,0.32681245891407,-0.209557930050961,1.37445352961558,0.971639735742994,-0.866078250530168,0.967591556000676 --6.65057002300111,-0.0606927432236921,0.547091585058627,-0.415461959740415,-1.18345643595105,-0.833319778715378,-0.320816489816294,-1.3173917098351,-1.28338157855923,-2.17092326518861,-0.564233301435972,1.13187721843228,1.17617491313132,0.714310119178259,-1.02926275464121,0.118526341033988,0.188143602091584,0.565136255207804,-1.65009610420914,0.454281428557071,1.03902162734089 --0.731645224958483,0.0342570864743178,-2.21712261491463,-0.613410909160679,-2.13667946563617,0.0153068090588092,0.206843236233671,0.589905827144139,0.469041781306164,0.209664744446781,-0.629480951684688,1.34758022012109,0.103218717854393,1.12639344769839,0.222698025123208,1.85135107030261,-1.04032216029592,-0.358059258069183,0.299248625894583,-1.27285374093179,1.28850503387446 --2.44808504131366,0.988003880527621,1.04648672057513,-1.40470717104094,0.347159288364778,0.601322624364765,0.878504454396139,-0.142934634050013,1.28413377145761,-0.888080689241282,-0.496085953225472,-2.08838095647161,-1.15516511768753,-0.145445696262634,0.700042199312037,-1.26974515288444,0.0203575869929092,-0.360357958448792,0.634688196449952,0.523664517053393,-0.648145104348899 -5.32318744823297,2.19986576581185,2.76379750283156,-0.274690274779726,-0.511510125288569,-0.882557712063064,0.178009153621269,0.563474033514741,-0.768843850661296,0.00998709297819309,0.505819839761207,0.134789936809602,-0.49817690434036,-0.186226242615844,0.522060363850541,-0.212745220378947,1.13207320915903,0.998022856684212,-0.229693468447533,-0.178837631916316,1.05541007850628 --4.1459983121651,0.590155711992993,0.35965264719703,-2.4262295114371,0.527772561663574,0.259671146057646,0.622440297568555,0.432917570073731,0.781538611079868,-0.717636877059977,0.15754733017005,0.333000214283879,-0.659513237946179,-0.171865161299377,-0.53605849455267,-2.20322217619937,-2.50684754464583,0.399677815928647,-0.882567265244588,-0.409379712085549,1.52185220603052 --4.58588902563139,-0.452840296271494,-0.922712693515365,-0.983758207355046,-0.357081409835454,-0.172168000826942,-0.0831762525484536,0.29188634020708,-2.66148093577381,0.0779690596781674,0.262849628904334,0.752275944799797,1.59094800692059,0.736475422093741,-1.19926658568582,0.364662985066871,-0.185206900250801,-0.316442281607102,-0.0963626839334835,-0.00307051758409508,-0.816389951208467 --1.33502186007111,0.128557477899905,0.405697592235546,-1.22901231271555,0.210848690711718,0.790573771003998,-0.4266688650469,-1.24170276287009,1.2573862481652,0.327917940678873,-0.0627348578178778,0.565294966487559,0.519210434148848,-0.209579722755681,1.07608233176073,-1.05087052748557,1.15831292594609,-0.588355774219715,0.601008145576548,-1.66877270574026,-1.08297331847981 --0.223398076369026,0.274196928146408,0.667250034177031,-0.957447878188521,-1.69586000256927,-0.991185738234193,0.989431895505137,0.100134426548983,-0.66682533180179,1.55374130069487,-0.367999658616457,-0.761918944792711,-0.366894364358252,0.775403159399828,0.726136628979735,-0.296068114656685,0.320978827750564,-0.442309580789862,0.227486904758073,1.08559972528057,1.26486236094945 --1.19465520133057,1.28507917207561,-0.350834556640113,0.616155858074886,1.11084296618273,0.746526719202882,-1.00379359252882,-0.389016652783902,-0.988802228275824,-0.731279278994918,-0.930666617588148,-0.0752517634590661,-0.82534472324696,-0.384068631559416,1.86581375471531,0.199554459849564,-1.28657727881287,-0.530502490985716,-0.99467606082085,0.979467549635148,0.811283081618366 --2.18101454089769,-0.415750420764321,-0.193463073528145,-1.15940424708088,0.711021928691686,-1.58829304663708,-0.451462321190129,-0.263835289880912,-0.17984360464815,-0.474279405084456,0.648863212511739,0.0706028927300933,-1.29685765799146,-0.93753798956305,1.36239864236295,0.733402460855968,0.418733607741907,0.252800100451992,-0.49738539600175,1.44214270966746,-1.88304987830026 -6.65632588609057,0.377542777226381,-0.68298188262427,0.546354085683009,-0.290666968669372,0.552120274709444,0.00469508199470478,1.93565442211156,0.643872943208905,0.0934097455601217,-0.0119401340109287,0.303886627368843,1.03497186319044,-0.79044286053545,0.316769791794763,-0.174633510503204,2.47528997750775,1.26369314812637,0.261526310146393,0.391525969886736,-0.899040503108243 --2.92747458571047,-0.554849998893696,-0.373235542622123,0.626236908304397,-1.78047460543396,-0.873286179716939,2.04258396540358,0.517611683329241,0.301513047103451,0.692381166968737,-0.823625709088798,1.08428223634964,-1.53731199113293,-0.183661984341775,0.395280623301887,-0.24756848383432,0.00271153434808668,1.40337032222425,-0.842674692590742,0.0405254321293974,-1.2703647729515 --2.92994825692598,-0.140468532709933,0.0156241374530723,-0.634359823802608,0.812446642104934,0.297920676316156,-1.80884112981328,0.179368695715828,1.78798997739283,-0.483625002047595,-2.03855102139419,0.328148349581327,-1.28687539185783,0.619522135337201,0.19976819170656,-1.12824357449569,-0.779661498770104,0.737524435761204,-0.159691293731928,-0.692528940620826,-0.721852322631309 -0.937628775783321,0.489254070261376,-2.43257616917672,0.635042054696138,2.41748164705454,0.929474257571858,0.5610321865672,-0.360784517024458,0.931557012610513,-0.25549477124149,-1.08320911352767,-1.2672861883377,-0.690327901170418,-0.290493565930239,-0.921131818144449,0.774824191471272,0.0753764987328728,0.598112101852469,-0.947178180682485,1.46594108971363,-0.119072448639781 --3.21641828064581,-1.86620488128352,-0.206417910272715,-0.313241559859261,-0.335583442487739,0.56480391592039,0.319869178534166,0.0605833976012004,-2.1991469780103,0.677131403983979,-0.040519767687458,0.963362235299443,-0.163747920958313,-0.478889630746332,-1.50205530976685,-0.0464454970184571,-0.268340553750943,2.02165558190522,-1.48689188432929,-0.113908027635015,1.37971301612742 -1.88276025857436,0.964667259891662,0.530648382173504,-0.440475963888072,-0.534043668604712,0.318847845222024,-0.220243155888661,0.0333075788881214,2.79117294006335,1.18494214995018,-0.232157368659182,-1.1799690028709,-0.692502262915758,0.0537748952523656,-0.793209024515027,2.47138176170871,-0.38135588748218,-0.358590809332246,-0.823439790063376,-0.182998687821625,-1.10474206109307 -4.67342274243686,-0.214677945511398,0.176409014399656,0.906974623608999,0.304014325776393,0.0621072472441722,0.869407165834223,0.315463408483602,-0.295221250274371,-0.37803471656728,0.0509722525090927,-1.22517914550223,1.25232013074931,0.0301918982884307,0.233772655334163,0.12284149082186,-0.719132262961424,1.02343792139922,0.829745923490998,0.0886315602284998,0.338873911646799 -3.19526634897788,-0.373597355487623,0.144398659856566,0.161509579929299,0.00346722793399217,-0.39532334047511,-1.1428129696792,0.724846423397178,-0.777261655122475,-1.0558190864733,1.79012162337375,0.916226629595416,-0.302411306248845,0.546594430429938,0.694975591647727,1.17541410470317,0.639283657872441,-0.183225003976926,0.30709895627623,-0.968526694722412,0.58686005863014 --3.08709899366799,-1.35934237398346,-0.179450499464529,0.545804317906012,-1.58694584505716,-2.10284738638425,-1.33488624626784,1.32593629170091,0.719146520392988,0.223248460916658,-0.513400273811411,0.0082100644407531,-2.30145999238655,-0.218376150845528,0.969132939847688,1.44054855785012,1.28172806219053,0.0440545653170081,-2.18729856932411,-0.00683005584057115,2.9095825933984 -3.14585895308251,0.104941793341446,2.48349672883392,-0.843246453539391,1.41158999129504,0.248583008799675,-1.03335392648952,-0.168934464744192,0.637902622072952,2.12289658001133,-0.548123164991299,0.852013992065445,-0.558865905899487,-0.451391928592107,-0.0611813845772346,-1.27541563850228,-0.0390644322146248,-1.44140633707664,0.0727104655850927,0.17695518103162,0.639065119078973 --2.36216076231593,0.91135767614452,1.03821455423582,-0.0749031759008798,-0.00545874102891644,-0.789885968912253,-0.935917283909019,-1.36279454731219,-1.58222197948946,-0.152759299882551,1.55662500948176,-0.233400866240612,-0.857930100006278,-0.070356468609833,0.600055840044271,-1.03255989668436,-0.883632731575899,0.370674641266542,0.397117688036126,0.411922989591019,0.486022700557006 -4.1703875499862,1.19777871339153,-0.139684702449903,-0.460856316987647,-0.291120078136543,-0.081712340888006,-0.25252764195256,1.09935561027671,-0.662103097753088,-0.236651365938775,0.892876117385394,-0.289338503518033,-0.223941429140487,1.2752441076369,0.0964978205052418,0.297699889372239,-1.30261875372568,1.18712733952499,-0.131875524080065,2.14104616768533,0.1810741113487 --6.02730987253671,-1.69226621210578,-1.30720175352447,0.0733472571915009,0.525636680133699,-0.290173917047053,-0.30139674805275,-0.70258217138887,0.232421690226787,0.259777762313994,-1.23145901786349,0.512061123486042,-1.33620565649023,-0.13445046491298,-1.202312434471,-1.61355543152532,-0.345295527081133,-0.586991719563936,0.311965793364843,0.643278196131277,0.0389679528077652 -1.31166094517191,-0.234709339937644,0.19387373558479,-0.626479299017697,0.279705084527654,-0.838823904558903,-1.24852653671405,-1.966887589667,0.393185949047743,-0.27919727189377,-0.051506206233957,-0.778663772953376,0.152310742837435,0.444426354301947,1.15343438031109,1.19795076509399,-0.328148444587447,1.75726530649426,0.342890058819228,0.291965775131987,0.952813974425122 -3.58941310251462,-0.31298103326259,0.334606896882514,0.334873340073592,-1.91473863708473,2.93893964618484,1.90931056594648,1.40559502335171,0.681309385754397,0.585627440886466,-0.988348282644483,-0.727495114383215,0.534443902226596,-0.80349379627243,0.601785890158638,1.09779095296525,-0.941847327498406,-0.0141817608873463,-1.55409442637458,0.394914117438681,0.995108159570802 -1.34028819818246,0.475780085860081,-1.79843702941444,-1.02940382000782,-0.48371765696365,0.0602561705648504,-0.0185399412701165,0.562560895240812,0.654676280190152,-0.037526999167281,1.20527418814049,0.958630191592284,-0.624759533312135,-0.257719216559867,0.604823270867232,0.634733822490749,1.05171787253688,0.414926044005732,0.148197937045248,-0.495253994654315,0.583200716067044 --2.51229654261771,1.25582529502383,-0.952257528049237,0.0446501403263349,0.862699120543868,0.540853612379593,-0.594821230477046,-0.95859388218191,-1.24095244573804,0.343741969342794,-0.839546301846337,0.239308193409865,0.559538023858798,-0.287454831223754,1.08834441332441,-2.36133010330538,-0.782060685891799,1.03331153253396,-0.814263432890916,1.56664644995845,-0.892030758788133 --2.1882450592348,-0.704012998994348,0.987091019848213,-2.31568818556003,0.0682340683521735,-0.28872972436358,0.268299490867987,-0.945894914696417,-0.198651884339891,0.609466436373062,-0.992219054855546,0.49975318238585,1.98188243526179,0.266506115856166,-0.433248323860865,0.783792272184609,-1.40775587845186,-0.471772890827108,-0.603390773070379,0.235209131470905,0.878808338776046 --0.98566996512157,0.61130421644471,-0.711789160562059,-0.78055104690943,-0.15003263381064,1.45448649940731,1.05025463448979,0.0166380766290263,0.685507330229372,-0.242115953373827,-0.6906524011981,-0.833393466194025,-1.19515976186741,0.0724540566831966,0.2969322004318,-1.21239773169381,-0.833374425711849,0.369600504697155,0.232414019798903,0.0143573993742686,0.146456615208582 --6.93198167221737,-1.09269696817078,0.650624475869043,-0.115851242200779,-0.944610985018129,-0.397896752436547,-0.00430308505598303,0.687778998039039,-0.544998701216668,0.176714469686741,-1.00717751064938,1.31537128998008,-1.21930264255332,-1.44681124947492,1.39993943412037,-0.317039103383574,0.069659300687319,0.446764849911122,0.0692712455428712,-0.643371622570277,-2.16131722626848 -1.56023630449214,-0.807008651997487,1.53231898026484,0.105751879950747,-0.534548264381361,0.178169623286952,-0.192634980327007,-0.926602984400732,0.0140528702586467,-2.11965097218428,0.30072478723988,2.37077193401667,0.138621993017765,1.21359495189247,0.752309123339827,-1.46155323331901,-0.0962747693123594,-0.845637122564059,1.67042060658649,0.851630407618317,-0.850937617122768 --5.98544109692735,1.50568780131846,-1.05849898727049,-0.681286282889057,-0.574195457743109,-0.308360030550978,0.526325758922133,-1.22963223411655,-1.87412092420288,-1.30951360895991,-0.569579219989689,1.75483613500846,-0.159780749498652,-0.899707645574245,-0.942334826041848,0.0342188687149309,-0.561575334792357,-0.464466491706429,-0.656094100178304,0.0907899287033915,0.402104042299255 -2.95293062469817,-0.314927457882777,-0.11557012946823,-0.536832212213144,0.32150632163558,0.158945626437488,-0.544031977884985,1.2887176684982,-1.68491270421945,-1.09639500960337,-0.14874911158117,1.48425384608423,-0.221179287349544,2.51054056023138,0.628295920750309,2.13746114452604,-0.313584819631284,-0.818100274134026,-0.685181513047131,1.11809894799229,0.712872147621191 --1.18602132211957,-1.90377053180904,2.19437793664627,-0.101227605171193,0.322217830184363,2.2417886329233,-1.10198473849414,0.657997237470206,-1.12847727558577,0.654784347694836,-0.320223187611326,-0.631509928419854,0.0269855677552944,-0.316186968583097,-0.388812862259043,-0.191993502680483,-0.141399644511828,-0.161751762345925,0.721988376285806,-1.09621892279297,0.0984947101255422 --7.04053933940075,-0.0755386888983497,0.0405109329448558,-1.14868145090809,-0.71380305679007,-0.935732590227766,0.00985031962058336,-0.326914749846266,-0.308479668063813,-2.44802584646276,0.194063227458789,-1.12640991111942,-1.8498419089748,-0.348599263612726,-0.779639358992955,0.121746851215921,1.34156176360479,0.103304318205201,1.57490988795615,-0.836158087845328,0.951063145702979 -0.93375290937868,0.255982362327176,-1.87203474769599,1.10462229862602,1.75100885824156,0.0985986687800702,-1.25330520881358,-0.439366039370803,-0.81003958097519,0.726210189293418,0.108801095848368,-0.210306058242098,1.61953619671538,0.907347054581696,0.263846671470195,-0.598541235836695,-0.445827983858546,-1.1800242329035,-0.335508327466976,-0.0990997269410824,-0.281116711311694 -1.82635013249362,-1.33486179631915,-0.194904351786744,1.27530995388703,2.30269383454136,0.550507346941989,-1.12520550033132,1.71247094677754,0.118054658820155,2.21845454489417,0.720929679373535,0.930503101855488,0.0465970151297913,-0.964696341265957,-0.0477348932718397,-0.190047369786656,-0.137070163113884,0.73116524612118,-1.72701417577556,-1.59491799385809,-0.399087497736632 -3.4774622362507,2.2737436373971,0.0317433183960856,2.07707487588656,0.153733962625682,0.929733044949968,1.41751421600544,0.118100995889001,0.226621536411915,-0.967844343056394,-0.0649314399456758,0.192882304681112,0.255636592655431,0.417277651791189,-0.426149115863107,-0.274930712419902,0.599525841813345,-1.11753671254569,-2.53628062323978,1.71291241960122,-0.869708266858966 -1.00577666489539,0.145876421988326,-1.65137480485127,0.545609708986409,-1.41314634901409,-0.387027614191313,-0.459914334720217,-1.134315574598,0.389857305400641,-0.480366097414736,-0.160853026708352,1.28781172314518,1.40257103123239,2.26242117960936,0.250497981368751,-0.96185049485121,-0.574654568458486,0.312394069136613,0.0270621415128808,1.36941504371681,0.636846108831864 --2.15075345392418,-0.433779648421956,0.834603031521546,0.0304278918875071,1.07368206366966,-0.55253997962485,-0.473747911872171,-0.492662220651099,-0.206747134703624,-0.526912681963447,-0.0643848335636889,0.262637625838832,-1.83160854333785,-0.641711401018922,-1.29497525619554,-0.79343181469401,-2.84946663940681,0.88031043947023,-0.0205784151230286,2.14445503152979,1.31885317284276 --0.818180168134089,-1.08972915419889,1.94975292605636,-0.831934166697835,0.0576976674233566,0.107108476078683,1.07686438356154,-0.202739947934607,-0.181849540186054,1.07801498808351,-0.671296973352225,0.533974453147861,-1.2779582147943,-1.3198248924,-1.0563722625536,0.490642538773622,-0.767831013470568,1.12168198620723,0.531644106668497,-0.198694892138522,0.319305079078247 --0.417688167845934,-0.884692343726401,-0.842991470196091,-1.78761628578888,-0.391489508308044,-0.0691182345899845,1.31488541628392,1.14014572320428,-0.107562632524294,0.136114150493943,0.721959703049098,0.0254192747179472,-0.607622995260302,-0.305463979477366,-0.944720273109849,-0.615228118305358,0.751178978513246,-0.741379641662957,1.66499765900935,-0.333994775259439,2.446694525011 --1.79890499250993,0.859840214737585,-0.022521158457055,0.438900614216613,1.85020908115655,0.10148392867304,-1.39795403069666,-0.712062068597293,-2.37656235220666,1.04308328154538,-0.153260457842931,-1.15465368629954,-0.341318021284896,-0.0273638245111322,-1.1690660349774,-0.802788167468002,-0.319635806659924,-0.511317064860223,0.0884633164262962,1.6279873253614,0.125667412174625 --3.55935845652114,-0.387416701111246,-0.730852925052517,-0.957929204299099,1.5454288951019,-0.654817741945416,-0.437261942884381,-0.430349893455154,-0.430218828564448,-0.915721729429318,1.31717879074698,1.63658279705513,0.935223507805935,0.111289030937475,-1.79726577669913,-1.45339420638453,-2.26888366390867,-1.53551814033417,0.888508955206586,0.250209141259553,1.62269907880697 -3.3229701797415,1.69016764308195,-0.0473744109005052,-0.354894974816085,0.954020416303871,0.781275682424911,0.779347286702593,0.512245755375334,0.179149648593073,0.991003807250092,0.446619676811265,-0.573582227467433,2.34404550864896,-1.22482574261821,0.265598446309558,-0.29054497176199,-0.74357422383359,0.454472418717146,-1.63104829595465,-0.399728094685722,-0.823765651287934 -6.18476644867306,-1.26559377598625,1.3131472072515,-0.690316785839352,-1.34383687812112,1.94566130272706,-1.25496591865512,1.43815774074455,1.00766685827154,-0.135659938670298,-0.573144185077544,0.224254976237642,1.45231706659335,2.54364829454413,0.465280095230829,-0.35668806809748,-0.116290303964915,-0.156114244979876,-0.57560147609852,-0.235555299591805,0.999844909401943 --2.40161386959447,-0.147524039106925,-0.0530499216856843,0.377953241284704,0.188385771466062,-1.04774200717449,-3.01889345209358,-0.86980756521398,1.10720475105634,-0.624381749582052,0.429693551489983,0.732110478778069,0.669845178861017,-0.0741376151686329,-1.75531096920167,-0.54600634202504,-0.678732205700033,0.305995957144621,0.239878638588569,-0.571743125867548,1.96101368615948 --2.85447265583525,-1.65856243574295,1.48864531430587,-0.711736496474812,-0.27534300443838,-1.21769523180921,-0.0674574986378938,0.745789872392518,-0.517896988107099,0.892581008377437,-1.21904169223932,-0.368078186957227,-2.42074684647566,0.518661772412168,-1.78772092546872,1.48821334122031,-0.89614925208525,0.97185189686223,0.413157678085631,-0.626894437132018,0.356666056772159 --5.82068098670138,-0.3344020470276,0.34835835216985,-0.222599469174775,-0.664559416403787,0.753484861447292,-1.0298439267621,0.0351301424002821,-0.0823598455687958,-0.350947215375966,-0.714216593037708,-0.849207252403137,0.239276481734305,-0.192439489839628,0.529434637839785,0.213746699013406,-0.249858829845199,-0.677144401980146,-0.817572854539096,-1.10857148599336,0.151582714413836 --2.3619394920743,1.31316185379189,0.105395886932783,-1.27013809953489,1.26596832940672,1.08431560148008,0.571285572886982,-0.693413260738187,-0.979087061052912,-0.310736406004427,-0.206886088223239,-0.163080374834834,-0.648441921910052,2.0491994390383,0.309159595480358,-1.42674903798248,-1.03636947379999,0.0338072146858464,-0.510632633001103,0.817660982448315,-2.00614274182103 --7.23180347846868,-0.247748708865279,0.451428160365308,0.631894420279922,0.198582972709027,-1.64577393827797,-0.902840766853539,0.564791017338187,0.515576356042445,1.35607696764605,1.36162731147287,0.262456689937981,-2.04694400692107,-1.408485387044,-0.4617497677745,-1.47219905682899,-0.291685156897314,-0.0944421998429962,-0.291463808293877,-2.0098085263776,0.268469595243719 --9.08376028992058,0.871146609531473,0.358878756013178,-0.871318616633109,-0.539196220360137,-1.11624500519894,0.547892434630741,-1.1197830879869,0.0359040530167171,-0.298982637710817,0.378071177057776,-1.13854503687734,-0.278995591605126,-0.642709344512047,0.193061889374162,0.409735981435862,0.699888387193521,-3.6045869286277,-0.678636747144096,-0.677931640658258,-1.97061509306138 -0.326445792922876,0.938006433442794,0.793520121521728,-0.331972282388102,0.349945042791162,0.00500260386474975,0.759811929157386,-0.113596237864392,0.733636736789669,-1.51729205910221,-0.868999449513109,-0.810452570291582,0.645687584707646,1.36156188950904,1.45651111400169,-0.12688683648555,0.186379030252856,0.375306459604261,-2.27431347193098,-1.23058227781852,-0.681996707193997 -6.96947744514753,0.48720693211324,0.298774107788274,-0.426002100549833,0.25277223917215,2.68573487514606,0.556330833247403,0.127962315273484,-0.469570956105225,0.456232139403041,1.23942227733535,-0.0441753169019321,0.806883510752439,0.536403786051083,0.289520858265116,-0.505038342124573,-2.45875105040017,2.80272788604287,0.82838531568735,1.59356771852672,-1.99616557380663 -6.08450378088608,-0.38738145859323,-0.270224150299299,0.819843059575755,-0.173419017424682,1.09535744160875,1.09467280464008,-0.743161063078184,-0.0741546734309358,0.239213006010815,-1.31523339312636,0.876665767514654,0.304444455067639,0.324348920973893,2.11514393172687,-0.863917134616008,1.25128926763776,1.21992953245966,1.64412872345066,-0.392327531126769,-1.12644009063883 -6.73157824792349,0.39753274404956,0.251110597470882,1.35020486156156,0.853808916806304,-0.584554287647211,-0.379019426711153,0.163746589167242,0.985090315861799,0.425219348993655,0.186007105229045,0.545774617846078,0.0902942671274849,-1.14840741180714,-0.303157388646219,-0.351858939388588,0.257497020356149,-0.691686288076249,0.960336446658939,0.572735434871124,1.21574770197443 -5.31416339358172,1.01821040698917,1.33831826066881,-0.554995864210989,2.84849317943004,1.25580475673181,-0.220216383867216,-0.156490402109585,0.181137459286847,-1.87439486257996,-0.832313971454563,0.328337387991672,0.231614536887768,1.17236859935275,1.70266496904256,-0.928692384094391,-0.445001596069403,1.2299292623181,0.24459282421413,-0.00506851485192231,-1.05667225315273 -9.70526837343554,-0.280217771565802,0.65369081290497,0.66502247200548,-0.196433240745492,0.486239291451933,-0.570596355152524,2.06669114743769,1.13257021295644,-0.095468202246217,0.416942679959934,-0.222827661877341,-3.03276189998498,1.59192768230454,1.04893917141309,0.339928072615675,1.67770989897928,-0.543301296537394,1.99267776532651,0.473094921942372,0.869396317360254 --1.08349267723188,0.228251518793055,-0.482159631735648,-0.0326301544034581,1.19820038338307,0.341771227574228,-0.062291099650069,1.44921752567932,-0.175495666881644,-0.909750818589634,-0.534521540337573,-0.662530516409291,-0.665327924882672,-1.43794297807217,0.332291227774839,-1.09993655549604,0.0358500400698404,1.27780194266637,-0.303175380076823,-0.615713581713146,1.11985228582501 -0.715010356328781,-1.58454137684545,1.36232617408788,2.37606564856625,0.151296163497248,0.393651219793974,0.212548953681704,-0.758648569691144,0.126060135313638,-0.374621188991833,-0.895299450112557,3.41414974850438,-0.152117517980587,0.516055693720203,-0.854791631883869,-1.95030411423354,-0.92319720369278,-0.400146997790954,-1.69837863363873,0.710845132417273,0.0113607920896601 --2.87240673613185,0.123767625951061,-2.23745263880472,-1.66955962794988,1.40103379427303,0.849217139268374,0.945403859581965,1.92633478035046,-0.634998074237832,0.777796282101468,-1.17352453703504,-0.944065156912639,0.808867654931737,0.886202913869304,1.16698677250492,-0.855398883575763,-1.42377324441074,-0.903671580352814,-1.22078187643445,-0.77135775633334,0.713095025854419 -0.332869797600831,0.0311986115452478,-0.583069660936023,2.57597037542271,0.925655776653796,-0.745557046811294,-0.534926747247239,0.994954877266718,-0.492540778292726,-2.51997986018067,-0.37737472278791,-1.62288432160711,0.153380767199997,0.502888065622889,-1.09541849345292,0.982284162283008,1.90690308879046,1.67377677747765,-1.17477636926402,0.120355483242398,-0.707233962220784 -1.4398140260931,1.67610831896582,1.6968150416894,-0.461025664640995,-0.730890224835997,-1.64158185912214,-1.31314381811545,-0.785693468638222,-1.11234179152624,3.174742019371,2.01322993466107,0.254423134470804,-0.0723281843735844,0.0461664713984245,0.495951690505719,0.189611617841249,-0.173656983028172,-1.38671279158127,-1.10234025891655,0.786458820416028,0.878415487777124 --0.865527756793295,-0.0860577361371599,0.514010367527633,0.0128157379281517,0.363493800816383,-0.0374601121913449,1.06419205198207,-1.29430755107469,-1.73436749493368,-0.154287656084886,0.755351581576252,-1.21897582521975,1.05203079270331,0.581977880893874,0.568331183875776,0.465458546166222,-1.01303462179903,-0.14498077112615,1.4798317521175,1.14355809398711,-2.06139867716408 --5.75113805108085,1.04701568634141,-0.968327179581577,-0.291357564934521,-0.103512799574834,2.14245768893064,-0.81706903388749,-0.925428824898352,1.28179986006183,-1.35391328345116,-1.20122454450163,1.76446071030827,0.72368212266734,-1.77328710611211,-1.19908273271881,-1.54126730351757,0.667439043351935,-0.342457831323043,-0.556483834784834,-0.325426294237836,-1.03119724896635 --2.8016618001209,0.386263973461572,1.95867974583969,2.05318463489892,-0.860568586948359,0.0991930448240801,-0.223483456830818,-0.542082329231586,-0.546041319957043,-0.40061672641825,0.580548126170494,-0.272093040985368,-0.991608183880695,-1.04771348757117,-1.24212778903016,0.960161848930309,0.171679822405177,-1.70545772137781,-0.7572755238303,-0.299428595292228,0.0347544384148609 -2.63507692104173,1.3930845137859,-0.223102940315682,0.914353476095056,-0.0708663095335254,1.34200899659906,0.123570229699983,-0.391358829876279,-0.211831379493263,-0.128268926947489,-1.40641170033411,1.09675811477334,0.294954835138793,1.05733746052212,0.651089282942203,-0.34709694546559,-1.07197950365853,0.232494339127314,-1.04449717155146,-0.113423108495233,0.470014291442421 --0.402210295041391,0.284709664441209,0.244801947670839,1.27188407846921,-0.518342469933521,0.00863934688562957,0.753499689079667,0.255870258592959,-1.22844402723855,0.335935960003723,0.849642727730669,-0.64829027950774,1.19236468646885,1.16115118261891,-0.442475492449582,0.34643362298085,-0.612473116569671,-1.88408813211982,-2.04130672451972,0.687364395451218,-1.24304853988737 --4.72952053248526,-0.911977235847003,-1.11520439145013,-0.851334376243561,-1.11918780719634,-1.09430986066434,1.21112599480421,-0.262447792762401,-1.20320966258471,0.358671139454934,0.510348555982605,-0.115962284386218,-0.304719365176592,0.639623440682567,1.06948060643556,-0.107278346927096,0.146422202587589,-1.23553076574762,-1.12740614166522,-0.550280435793391,0.152913049441036 -5.9427937736866,-0.521210622490112,1.17477657496112,0.806866552740857,0.141915599323906,-0.305014445506332,0.404132528161433,0.00603201369795154,0.110101266665741,-0.0152001180683977,0.773775892569946,0.347791240913465,0.0858837456791559,-2.68933727472798,0.173084737885392,2.04291131131244,-0.842161406933473,0.40136427965227,0.259351314528063,2.0676005659171,1.73459496280714 --6.69414610777591,-0.612784512603512,-0.426981398954043,-0.329720886499754,0.361960736298524,0.459986447747168,-0.23942495215879,-1.57570879924864,1.17597464801417,-1.51152550096309,-0.880499173883783,-1.5519009613922,-0.0474047494734081,-1.03318272290712,-0.0802583688174723,-0.505126719763838,0.396177081463636,0.649489028290029,-0.139650981975278,0.632300818885294,-0.97976201508321 --2.24984769118138,1.55795372586542,1.298037814001,-0.567602334566023,-0.955421651905333,-0.92521290214866,-1.37363928884363,0.455632352707354,-0.485632228017882,-1.00992329527647,0.546871825541981,1.88564490998152,0.785948452305747,0.406365145056295,-0.336966805289596,0.96250064477506,-0.0750896063976374,-1.98839900736376,-1.74987515020771,-0.946375881260305,0.0374454181257835 --5.91925549313792,-0.7292970086591,-1.42767598841154,0.483735007965546,1.44997497640641,0.180596498683724,-0.406582541896818,-0.183701299734369,-0.29107203483259,0.438236456658574,-0.166715711891102,-0.874500820193188,-0.479424459633858,-0.687607096705536,0.223816953279915,0.990007674586549,-1.32161251943159,-0.853102977943654,0.770387064074965,-1.40342962193717,-1.61276928668767 --1.99759720767905,-1.50395087846394,0.242787180633867,-2.2638668298966,0.258453751250589,0.776881214229055,-0.77505588105856,0.968049967937449,-0.773040900798331,0.894267276038669,0.418065843262199,-0.190368376601831,0.445536156708486,0.117961594571556,-1.8751196937545,0.931257926070626,0.535954471919787,0.21313381135848,-1.17064900443673,-0.623913978793745,0.714648147563722 --5.43435298608,-0.566786996187811,-0.210700619159204,-1.37738229528973,1.18370323593152,-0.521869784291703,0.0928284338702134,-0.862760768192108,0.506939291190931,-0.107914460071647,-1.47053940075113,-0.734517885796733,-1.54772835873347,-0.188663083902396,1.29482910173121,-1.66378894185113,0.278389293106094,0.421461879818427,0.90079055647313,-0.403250143633212,-0.251620055058209 --6.7825950378476,-2.10445362229789,0.080138603803122,0.813565608542345,-0.657519418382413,-0.190777036308974,-0.686584387566186,0.573690496244252,0.927844161459088,0.408211434168477,0.258437699861778,0.136004365139668,0.160831012170581,0.917752451755351,-1.71603777087586,0.319816217815994,-1.50153235256323,-1.3579294270869,0.0464445388375926,0.102887232491495,-2.46461248264274 -4.93571688623391,0.53073192791253,1.54608492158309,-0.878216905358851,-0.9123212975715,0.535406896877907,-0.0700417208120554,-0.449211944180205,-0.0860535443457234,-0.372563231397032,0.147080624610945,1.07371862203427,-0.235827573501729,0.637929692404183,0.924599109769743,-0.512130566929034,1.32746506565066,-0.219839367936528,1.64422772889716,1.06203017617465,0.325487772519763 --9.17698105923403,1.61768413503803,-0.21585880999626,0.903326065852732,-1.71876648706255,-0.292320714352138,-0.922146563647137,1.39993057448615,-1.43214214439873,-0.906538898354325,-1.84541424908568,-2.72858513396323,-0.754789642113787,-0.0684926435593887,0.0627567901878894,-0.763489037726419,-0.691742287367116,-0.23524664965353,-0.25711894510141,-0.681940797567021,-0.0322311535593981 --2.18391208320002,1.18453185727185,-0.770960445727512,-0.331884799508985,1.37084311661996,0.0991544154816382,0.742624313904554,-0.243178718493756,-1.50645103099623,0.867374795279793,-0.633434385935265,-0.560565880743646,-0.522344213672003,-1.1205139479459,0.646380671798982,-2.86567342632552,-0.305161080193154,1.51067766821154,2.1857965295131,-0.441613568671266,-0.328802174333937 -4.60120046152633,1.87633336681814,-0.979760866698032,1.80235886491617,-0.741995055869646,1.60271689528677,-0.302507832587012,-0.195919298302281,0.0869679147101981,-0.695597136092169,-0.434280414419826,-0.517059956628809,-0.752610836991764,-1.24221391797728,0.0535577126840825,-0.109462335866608,1.55883752465256,2.31629057030797,-0.46159257565907,0.0289529137973038,0.52149293021157 --5.6602874546004,-0.455775876078619,0.268276775439651,-0.372032367475081,-0.713187250678791,0.0561541164828538,0.462542697791947,-0.19647920997299,0.207076419386122,-0.989108269865033,-0.534114658126922,-0.171522918278165,-1.37190290904663,1.70508067958285,0.818900896983181,-0.269085514519231,-0.0658162841649506,-1.00571129070165,0.555771074793557,-1.95117750498761,-0.833770881879311 -0.151324379072539,0.669232680971154,0.418122573338708,-0.0954981655967972,-1.68305844076035,1.04271707074227,1.05143771324916,-1.96483795864349,-0.388011956569601,1.25167072617755,1.60410230387182,-1.05280498810213,-0.713660732863916,-0.968998500779373,0.404434515600685,1.53775132653245,0.758895810331741,0.0825527612387381,-0.529647505889605,0.589803461888906,-1.92829569208387 -0.560429667508281,-1.28300743322771,-0.799512963661639,0.0134756210869947,0.387034054758088,0.675032069253507,-0.110047910966877,-0.154553333906183,-0.0733125701639008,0.240016070962783,0.66493079327898,-0.632259202287473,-0.445000938182437,-0.635336676473184,1.26045706087929,0.93839435459125,0.54766210237039,-1.47273865764332,1.22490689114953,0.15761208160752,0.250879330968985 -0.116087488118629,-0.396700097918854,-0.0925412505516633,-0.0909783852933455,-0.325701981976164,1.02169418333105,0.365415349611664,1.04903241616854,-0.470604055092775,0.371401493790457,0.807056264804197,-1.1347653954653,0.468972340063821,0.692151401876077,1.0390162080507,-0.0701429856792256,0.664443168495072,0.508850906131841,-2.69945280006381,1.24993862586263,-3.36720060043789 -3.78622247131263,-0.118553051278211,0.365939490990015,-0.936971161729072,-0.642315341819896,1.6806395772508,0.72722494409997,0.622737058468334,-0.944687023843109,-2.53619477941456,-0.875846928727372,0.0380382870027676,-0.307681091307658,0.900813559162858,2.32214136910564,0.744559473200188,-1.01469485472206,3.1770311992823,-0.313818806703936,-0.00101141752167805,1.04831068470971 --7.91372116018492,-0.957215096573776,-0.961061016995383,0.617411610381173,0.196208580104435,0.646986467178617,-0.611661877260649,-0.938506980848659,-1.25223317031159,0.48645926166558,-1.08023846038473,-0.0512598887688998,0.685823435034412,-1.1873422009921,-0.0637591728485004,-0.911936585361781,-0.889506585753316,0.732347616176706,0.0747484454563025,-1.80764913335923,0.308906111973041 --4.84503365433563,0.418637737936863,-1.13646515507021,0.56293324878813,-0.548493576705459,-1.3992769065649,-1.00068721579358,-0.271946066278872,0.117361935855584,0.042233523136955,-0.782736606306365,-0.0970605545910991,-2.68792911855236,-0.077975695747949,0.475660533064608,0.0193668598243631,-0.9909029030078,1.21142095936345,0.954129801341099,-0.571469954430814,0.580436764661273 -5.21160427038667,-0.107179673091409,-1.55047121714841,1.13924793954629,0.959352090316396,1.66129956188724,-1.29967857423618,0.148150492776709,1.17983416166257,-0.206496601445751,0.40233562591301,0.762517949126379,0.813395812864588,-0.607425299863489,-0.234416508835863,0.903786131463966,-0.0930741829302877,-0.460401027225272,-0.443899855600277,0.589639431581586,2.47696051297861 --4.59101122266157,-0.298918554746532,1.13427965306418,-0.31977128733227,0.328836378987034,-0.981580346844541,-0.602470566291325,-1.53569256261431,0.864796711591835,1.26847123170101,-0.713790058814746,1.11227074835647,0.166514551459097,2.45677007395073,-0.47314463234004,-1.12376081454034,-1.60162287805476,-1.19933728176648,-0.742246038277122,-0.842959327695075,-1.29085433606918 -1.27871156978506,0.309770554875277,1.64246989795711,0.366414734799458,0.460225728062573,-2.64386313661326,-1.39480391778601,1.65685534580729,-0.829060932106555,-1.40860727681535,0.305244569354328,-0.00232714041086145,0.0555336083524033,2.28620653147644,-0.723341149002986,0.667978463534605,0.0076629281524677,-0.321704064107056,-0.072698491848684,-0.427675376775943,-0.216472427680838 --4.92190629698721,0.254681415413411,-0.0507186060334669,-0.0357083070697868,0.970256902168592,-2.33539783149371,-0.90896141751682,0.991266014489256,-1.5891254850895,0.506304280662209,-0.842033842243488,-1.00320023506166,0.239720712191598,-1.92706937447034,-0.0906837241342702,-1.39937525653883,0.139006942720285,0.779001521151731,-0.203927158489447,0.463968255716814,0.835786818800088 -3.94289344566596,0.17646838198949,-0.985130288236777,0.162768262892583,-0.968078813224301,0.891280920413588,-0.449870343681563,-0.753243391143426,-0.549075432337948,0.011344241650443,1.75477941782455,0.231271656213114,1.30278425110184,-0.397605886773607,0.0778064132686813,0.00390603470258593,0.135437968325104,0.292954139315286,0.958395707934303,0.544137899020445,0.269736109188202 -7.93913034853894,-1.07468219623078,-1.0430979318798,2.77606270222216,0.0366107544695704,0.850001664017319,0.199252344357403,0.0303500444508709,0.403295670869783,1.27414582736149,-0.856260031036629,0.591927998781212,-0.291474600416704,-0.316208099098723,-1.63204738750994,1.49556047240831,1.77114130333153,1.74675878005178,-0.0313664827439079,-0.346118696076951,1.3187613801574 -2.2731825953388,0.104354436034201,0.241083109809096,0.78351341898311,1.22634597688683,-0.400858103602363,0.431907144762003,-0.64671953150978,-0.320745833731119,0.884895324917948,0.643315366362712,0.272517328935561,0.156014638099595,-0.987640343400994,-0.861787108818419,-0.612128677262694,0.624071288123006,0.105265944113112,1.31139898601832,-1.66685000142211,1.95274072064733 -2.80032744591425,-1.21219976858165,1.52298529728673,0.479437215663991,-0.1161485665276,1.13474600518614,1.05150784650725,0.607644648219214,0.18346710973029,-1.13156633081351,-1.55024752226954,0.166546192326639,0.0307123268181197,-0.916694037309268,1.45233535507824,1.84273870276671,0.858379475071778,-0.0240228082043637,0.676797209945304,-0.319202683050445,-1.85434513837964 --7.13351970759799,0.431488652195937,-1.11077294736578,-1.75693137654597,-0.39221182052567,-1.18411323078065,2.4606029039887,-0.940259620613954,-0.354306758488813,-0.135501775053772,-1.04076655128191,1.39534265965229,-2.99943402675376,-0.0123410994632757,-0.285784110711436,0.08186583153139,-1.28147890327625,0.377458554225709,0.798179044233297,0.639733619754502,-1.79287020626811 --5.05050525162776,-2.21306893008935,0.175712927588974,-1.0112672451135,0.802409468424812,1.45689620866709,-1.64450757291584,-2.45272713867922,0.405216690444813,0.608031593735751,-0.478593002328495,0.325597778759753,1.04994446371229,0.210406003716388,0.521422782252062,1.21083112688978,-1.32927766057468,0.21609746296234,-0.0131306663949816,-0.65671705127893,-0.871618755079181 -12.016645055915,2.73697025232025,0.392610124293341,1.14671180216896,1.00846311474811,0.356641974980554,0.257073236399178,1.48488307177083,0.127927705770624,-0.542483275976166,0.53154174484545,0.945239713045278,1.94299026261943,-0.00996656693569072,0.300342855689169,-0.993798942936076,0.687059833114566,0.869559360790099,1.54153479833739,-0.0739793047523643,0.30717891885657 -9.09122706528118,0.264909543602995,2.19120279583582,0.849713993339966,0.687784215444888,-0.919528861431855,1.32034145840959,-0.243741990813674,0.89359501410226,0.87115271083056,1.02600016095718,-0.119493476359319,0.193260978857809,1.01869097426605,-0.345778092082165,0.640331728671643,1.20171371433141,0.269074897201509,0.572318683230355,0.178314926842558,-0.913824066477045 --1.65411785383433,-1.51904140905982,-0.218179781281054,-0.821730981510647,0.407330303990378,-1.08003545752108,-1.16659663894566,1.13332047028687,0.00793379096001892,-0.697572914506549,-2.01989606093587,1.42169165870016,-0.558384796851164,1.52363886102818,-0.147581088707344,-0.789905729243301,2.18780457614904,0.304997197265058,-0.138916996872936,-0.853374321081932,0.660820939821372 -4.19574721541052,-0.00504189932220751,1.75940906047129,-0.319984040767636,-0.0192046708387038,-0.893926711078796,0.864998679549268,-0.398913101924334,1.46019503384219,-0.225511574338654,1.20129502647702,1.15555595078465,1.24670003674232,0.331946978062902,-0.772505713707107,0.681480235907243,-1.45335683990398,1.92254918473071,-1.13481264880114,-0.661576185474596,-0.754335364600693 --0.20868080840193,-2.44129914846835,0.221465847042549,0.250696007773944,0.013301039238472,0.221639902687862,2.23001452164248,0.452884087901882,-0.521567468020074,-1.22890012846601,0.607626587522415,-0.0408396325424067,1.33557451739839,-0.446285564588116,1.22454920160546,0.810723888296699,1.1348728131678,-1.31182826283101,-1.91349314156804,-1.35249752671131,-0.520754655602724 -1.77983443997352,0.298880900053751,0.660993024925023,0.416992776469621,1.32779964706551,1.79934055105756,0.471574052993391,-0.0312341930207331,-0.339892003490596,-0.411996918054593,0.765469738546543,-1.29783448051322,0.66543511933439,-0.556355465555079,-0.793332476830529,-1.14015127245236,-0.451993210209132,-0.0499930703196632,-0.138118126249573,1.33240800053007,-1.37388020628776 -6.46022673814937,-2.26543914064524,0.741069735716671,-0.462144567130388,-1.37896084924066,1.28678031887522,0.326139580830877,-0.994405614188014,2.66050146966248,1.89065589274653,-0.933233455439074,1.27092979810518,1.46529299709416,-0.895216942561007,-1.67484560258801,-0.146377255771464,2.10925974070911,-1.24140352642088,1.68456997254664,1.72463324571711,0.737006664508862 --1.75906540209253,-0.420676044217947,0.7644337732779,-0.545378213493444,-0.443132377382314,-0.679190473842083,-0.889057738355654,0.406077970212445,-1.44229082430624,-0.64845211304687,1.12481990731995,-1.14998836224185,-0.83470021346663,1.06599641597209,-1.5774770937401,1.2943736834137,-0.540088773537896,1.34281132649294,0.150859637396436,1.80053968690216,0.197918066518932 --0.61621692734144,-0.122025788607322,0.818841409663539,1.76998490143657,-0.738853348791666,0.817426359392867,0.0221517986716822,1.46739440037413,0.661819746263809,0.463498641340694,-0.889009838723521,-1.12574413825918,0.0328833438047601,-0.358152144563609,-1.78796149445358,0.707278974264281,-0.968300025128682,-1.26541976802113,1.3208652867828,-1.22541183767433,-0.399011937265739 --0.396340062566008,-0.379204167625732,-1.18322983161265,-0.491522441890109,1.22759876496895,0.598188818159945,-0.99378597980728,0.352438442189317,0.38631797833312,-0.917900110535228,-0.774131468717348,0.633739375379456,0.913806884981266,-0.163212507674354,-0.373073561636049,1.12364024781439,-1.03367773767299,-0.229475660435617,1.43046634553268,-1.08098421269879,0.475188858090942 --1.46549927444754,-0.83948486084743,-1.86431774178756,-0.500323505290037,-0.510074288641739,-1.00979840391481,2.36553322748782,0.818995372579201,-0.446261574595224,-0.323752123253363,-0.745042461465179,-0.18021536231397,0.124556849190972,1.40250095614902,0.860513921149628,0.378298601192544,1.28536140125862,-0.273870928247253,-0.116442641403079,1.40351424218966,-1.39767203815062 -2.32524372148539,0.681905231996392,0.457185463829057,-0.696396837091156,1.33166500032858,0.549173278633614,0.540013069123887,-0.756176248014102,-0.170634633646507,-0.354972594069395,-1.14313599620029,2.161585938103,0.272955743626819,-0.317578119660709,-1.32774458649009,0.23756352642363,0.36970678657425,-0.0810957485645963,0.86958697940118,-1.12114867854087,0.312354057157946 -4.36719363882846,0.821397980832508,-2.13460115793501,0.245565869415178,1.0082584828036,-0.130999682286185,0.0342632526673788,-0.355883384673044,-0.859774483846317,0.998523049798555,0.939125587963794,1.43611021828716,-0.0540780467574103,-0.322316894052789,0.781470515300015,0.935198525535691,0.446983844065044,0.29295416068026,-0.0435796599538051,-1.29567461922996,1.43670441803781 --5.07543375828156,-1.62036429534797,-1.22014929050007,-1.77311885230467,-0.622883129018973,-1.02591921729892,0.51922823936043,2.95422244008655,0.366048678492638,-0.5132128409746,-0.532247375757589,0.0167004112218535,-1.57188098670844,0.570716653482571,0.760047612128927,-0.451500153353309,0.0897696296020506,-1.47188672525837,0.222004458402173,-0.174956331163338,0.523569268983061 --0.283154131010799,-0.0907931620268885,-2.15391389715772,0.429853698782447,2.36273053460917,0.34207538192714,1.91715842232413,0.542864646899449,-2.1928606270756,-0.799759044802379,1.8870043030951,-0.500192279575764,-1.95080659286489,0.454934056632201,-0.864612713399747,-0.898405629502275,-1.2244675764162,-0.798871274343562,1.33420141324917,-0.597762096215115,1.3453815798203 --2.76507006589982,-1.15439956844008,-1.30470838648614,-1.64251634494887,0.618469094163252,-2.20149350137951,0.559529989206187,1.73490872941521,-0.138566589902249,1.55051890227372,0.470923695067535,0.0013063278888551,1.04202581249957,-0.650859947616172,2.88462573088002,-1.27644282637429,-1.30489181108845,-0.832884269856766,-0.967282919531437,0.225167092764283,-0.901918470541528 --5.55740749037977,-0.733216570745551,0.275864207540613,-0.979135810669325,0.666288589149373,0.252507208025639,-0.643227223106623,0.867013733780582,0.893660606070215,-0.516860404950634,0.562749699574995,-3.28269411507668,-0.0741938585181291,0.485232083296255,0.382247673606522,-1.83967098014379,-2.31196954506836,0.160657446907747,-0.474767907028116,-1.05378258289136,0.820736459129463 --1.88476576110038,0.866238822578196,0.786066855341211,-2.44709000079289,0.345515249012328,0.391223544771113,-0.041120316659828,-0.994952581665083,0.594474937117349,-0.42473061612995,0.355547503743543,0.247389075260712,1.30185282784212,1.69382000190937,0.400158742183665,-0.116948169800858,-1.75408522553513,-0.08992105427203,-0.748436952373257,-1.98051834942188,0.825789077996383 -1.102322056411,-1.63544664695086,-0.485989312959858,-0.666498785821,-0.0181817205597927,-0.113334990067379,-0.34735750425864,0.178571406211704,-0.905958628093107,1.4969611362345,0.705423981631012,-1.9039065809792,1.78757011895559,0.0131819800332152,2.13207534649053,-1.17160491818354,1.66677649447181,0.146109033711193,0.584443257016688,0.468106640355621,0.386616381901703 -3.1197987810373,0.627568350122273,1.5144506631792,-0.523371949461758,-0.454021096354403,0.350903485719621,0.396614568213601,0.868404616781916,-0.0978139753276826,-0.113153566534763,0.411338566531377,-0.439358477458714,0.830821076271702,0.180524366337562,0.711882844105108,-0.24558767974837,0.787456482327142,-1.26734838255145,-0.719278462123682,-1.97018318986627,0.473363728513778 --4.50900094326389,-0.635133372784939,0.227436165968548,-0.661356560077269,0.0164510484435444,0.334131290540177,-0.71360250397091,-1.97604245803695,-1.25780029744526,-0.392895894587414,-0.775370760904595,-0.12326983456348,-2.10907753961912,0.682971667977135,-1.14439103743492,-1.02651196047735,1.77788025692263,0.643900271643033,2.2869277127379,0.0270043464836416,-0.277377321666577 -2.53312282037034,0.0817101151480502,-0.51770263120289,0.516329373142551,0.0344613269806148,1.49166743151514,0.0285054171228228,-0.740046954458601,-0.137640259717502,-0.676946141490744,0.29826356029089,0.331213891625927,1.44636157894125,-0.110228004698578,0.624356156071297,-0.960944270630186,-1.95508444172447,0.416231417957933,1.27735308010953,-0.153774843414994,1.17068382659776 -1.06392563989022,1.38781957775007,-0.368775234848729,-1.16222338353321,0.424232757233242,0.248319984998225,0.548196301113307,-0.918591945303952,-0.27552227696868,-2.27645888487687,1.29996657693507,0.146461720489975,-1.99837424435186,0.827051773266822,-0.369157470762579,-0.159091798608995,-0.946189769777769,2.60425555206727,-0.026010064914419,-1.06122460129824,2.66131261872936 -1.1810682341867,0.126878001234722,-2.66274545229683,0.438581749588712,1.01709527179896,-0.818608210853311,-0.978973766155034,-0.793907371218004,2.68136488030999,1.01870495299017,1.80027525335045,-2.28013262306851,0.680974149946013,1.61004293952624,-0.874617182581484,-0.228012163123436,-0.0284208614295048,1.11879310832339,1.20258782590523,-0.735330229927849,-1.09815220494449 --1.76248977591855,-0.779537579601291,0.465798962731729,-0.782875991973125,1.23181648571913,0.189090582490151,1.09991506187099,0.907867743121506,-0.830555261330539,0.972100977604137,0.516568001390335,-1.01759970696174,0.790670195657435,0.255703546125621,-0.145673873238583,0.862746340534646,-0.666614661298787,-0.364938680640794,-2.75809490600411,0.660712402336513,-2.79379462916903 --6.43481496721465,0.904520014696103,0.391141672724202,0.041654776284115,-0.0233411691940562,0.203878134054278,-0.86499838349391,-2.96992954386197,1.98873200327859,-2.61672529501598,1.45796460726701,-0.041931827094064,-1.05928176925024,-1.54277166009614,-0.760165792765296,-1.08441880992269,-0.0427039343593061,0.645520999912836,0.724016653642071,-1.23113434035278,0.240579022315987 --5.61725111400996,-0.649613587069821,-1.36813448714416,-0.0757246473753095,-1.34837373521887,-0.367251790581989,0.296041105260369,-0.626157606284064,-0.589282852584476,-0.548996013434061,-1.56470883501742,-0.568897915967222,0.91526800477098,-0.0132957876836676,-1.12876767851998,0.678320470391836,1.97354807655703,-0.851776406316542,0.45009819673804,-0.918251198596311,0.1654936362574 --5.0784747671707,1.39732617792246,1.22253285850527,0.477644679627084,-0.794226532150558,-0.985413069841859,-1.47842262849045,0.0135475620219621,0.0585078728416804,0.327025853627923,-1.1236438393938,-1.76570815629263,0.229177028953416,-0.0471777952828554,-1.01211905606512,-0.728761701681335,-0.934676396376271,-0.235245497577881,1.10377743911191,-0.359016384880903,-0.557834403123703 --2.71203175718454,1.16277057631701,0.270699784982859,0.569165170135659,-1.63869722968295,0.293300765478491,0.726606896990309,-0.760818917652864,-1.34103266166068,-1.07919475805162,-0.596119998986285,-0.397797992246462,0.184984851568651,1.04024345785178,0.62184356336727,1.06296226524996,-1.40721065911881,0.0302506576097339,0.98660679388219,-0.985979811320249,-0.994965440231006 -0.310867946110525,0.434554300966389,-1.76932623237764,1.0023022036191,-1.15562308490371,-0.369366571327407,1.20990305661241,2.48366752299309,-1.56329737476524,0.520420199591496,0.527290538136632,-0.404045990762006,0.19358838858396,0.137717512529645,-2.22488244698233,0.386260161361556,-0.254808577410276,0.465456790347446,0.143359544744215,1.04972256959747,-0.591415108587832 --3.94877277552268,0.291382677945508,-1.03676061882178,1.22448129138969,-0.219029106957552,-0.713523883514264,0.667653750101295,-1.29128289243347,-0.636645682136476,-0.590330843500796,1.84570687645405,0.265223673839583,-0.267799765573107,0.394799671346009,-0.581098562068413,-0.737188781580672,-0.547447320745057,-0.661932753209518,-1.43189546627487,-0.250845764453207,0.727316142246249 -0.900770695304669,-0.276799384357916,1.55331795865798,-0.271890523249063,-1.19133384311351,0.107166519563535,-2.21382923062711,-1.00319286321269,0.429717160618227,-0.986007265984958,0.343214960318218,2.68555797585373,-0.012803915228933,-0.936826537770496,-1.81243949166693,1.79779036283225,-0.406193287027245,0.995445014307269,0.921596674786971,-0.604481539121484,0.0826839728276503 --3.73616005185301,-1.81065377551965,0.361502311569259,-1.4450273946886,-0.0508098128047606,0.597290470086961,0.250244845211418,-0.150871826219702,-0.593902543884856,0.247262255025532,-0.889595005877094,-1.50188810920626,-1.13342372444576,0.284679578414776,0.940790855999866,1.51896615911191,1.64943619782142,-1.86073262173779,1.69061037185553,-0.462725481069676,-1.41700133972989 -5.01440344428572,1.29419581151547,-0.0713454501197209,-0.273839401900723,1.23976757438193,-0.967786163868794,-0.753808607331091,-0.109737554740844,0.855776253458983,0.934823467476573,-0.439660768325512,0.201306040047553,-0.117528498468306,-0.329703985774954,1.29481949028257,1.6630526269582,2.25969028870489,0.401468647175893,0.285695573999969,1.10030402113959,-3.33597139968032 --6.61376208152513,0.0774504305459009,-0.0793436112060386,0.402569859372392,-0.234534683142346,-0.158214402713555,0.486257870486326,1.89910523363581,-0.61418431429862,0.380244219978376,-0.555719499153726,-0.430262954813552,-0.924569761828597,-1.39909574475903,-1.48956229883351,-1.22920400726953,-0.360340782464084,-1.28486881985427,-0.270899050237299,0.527914069028602,-0.212520586549207 --5.78663114541346,-0.770580566625894,1.17359742582169,-0.0524036281638793,-1.62688733058672,-0.190065612737279,-0.953167127684868,-0.300433124878666,-0.832584240333288,-0.286955209244689,-0.072961141958835,-0.182655543045233,1.28892049090276,-2.07470206648877,-0.682896501475498,-0.331502930949331,-0.0748967765148384,-0.979866159101621,-0.318505401943954,1.43502156745604,0.0603893723310327 --2.05495668449646,-0.491538245326016,0.396893275612682,0.211072791245855,-0.325021328229575,-0.536147233352254,0.0454396728298855,0.672526566025024,0.0858441546580967,0.495433167852531,-0.632109575602479,-0.559542279424191,-1.00365654983282,0.445106446894785,1.10884848400549,-0.674812666557796,0.522015491519619,1.01480175926371,-0.636286805670655,0.0494731411079488,-1.73384362179116 --1.55426477407969,-0.986740932099094,0.301815984563535,0.386858542908126,-1.8395352665791,-1.14089602104301,-0.558937092911152,0.846076235779757,-0.385543105288961,-0.379822247366711,-0.690510203539136,1.67604145275008,-0.724224520671878,0.29063106929249,0.340444046096849,-1.69633514687727,-0.217951012196683,2.23467889175206,-0.316764524808034,0.834017553467842,0.382419254438542 --6.62907270790988,0.0289019048064382,0.270989957638819,-0.586601059066212,-1.61852055382547,-0.668951372247704,-0.458236115953826,-1.35923215907453,0.836056682733912,-0.237096745358457,-0.274255206244935,-0.72105275638309,0.552287959957754,-0.772985936196841,-0.533034131180272,0.817092967186264,-0.390928196005956,-0.256801300363379,-0.431162956449784,-2.31650138897891,0.345343523537367 --3.10499829988796,-0.803547609183948,0.597104150618009,0.0893981897754237,-0.471272005446494,-0.624782316492631,0.769052341327134,-0.540756213093485,-0.154773392750361,-0.10370744606107,-1.07402333272577,-1.54671195904718,-0.26721544232312,0.516030471397169,1.66296589337337,-0.261791463467399,1.44225868499904,0.282134003711467,-0.857535700156969,-0.134007961086406,-1.76972831744339 --4.68701617224364,-2.76257689360565,-0.287977745456628,-1.38173187468931,0.232728206828021,-0.789624392401468,-0.0932349970185623,0.105784828802754,-0.971298152872886,0.181394419447367,-0.0370378914070734,-0.849275955441007,1.05889147968248,1.31071004051159,0.247921143841839,0.953856779524088,-0.00690878543834004,-0.364090998761087,1.00599289143188,-0.41759987773296,-0.685289387676931 --1.5598145183223,-0.169021838766148,-0.548893119522857,0.338079354922994,0.275958236982089,2.54869801740333,-0.715240538427852,-0.176802654010363,-2.30564354013371,-1.19676003268414,2.18309119633319,-0.500546337711714,-0.031545498147347,-0.432759924583805,0.708230594360173,0.660156141169002,-1.77467052609518,0.265884208186698,-0.536299935963669,-0.412273537242687,0.842960106579851 -4.04630732054489,-1.81040224031305,0.228015261310178,0.263207684166941,1.60464544033005,1.98073489431505,-1.11377625668484,-1.34864229251277,0.806115183667437,0.885686342571665,1.25569710655868,-1.22874400050614,-0.0818753133935745,1.36400160668555,1.32685593356066,-1.83352616045656,1.30625525392021,-1.00152192376731,-1.03135467891737,2.16670604568344,0.067060236016106 -3.29642023597981,-0.225583365827506,1.04187639267767,-1.42725715456402,0.40309886647763,-0.453329842045931,-1.09697899618927,0.44049178652757,0.686087433035639,0.456842894575266,1.0696257855383,1.87264266092536,1.03954528663549,0.312740476072143,-0.806184319195972,0.294105186685154,0.695884161007354,0.698232352267888,-0.486942563551599,0.631837261047585,-2.54884352522431 --2.92155067889392,-0.901647849097845,1.00962093561376,-1.51622483662294,1.50240228276512,0.797195706613955,-2.91777437986071,0.808988428707231,1.02545200568522,-0.403588374744152,-0.735208779506226,0.164984734317788,-0.573995219172133,-2.28954449026344,-2.33342227946347,0.19365433127112,0.222824281024548,0.165498427016531,1.34973955599266,0.0657041158189438,0.0629485553376997 --0.138451098536644,0.609621613729623,0.536037411823473,0.46653133162999,-0.494353593536598,0.227403714217312,0.735092208959999,0.259339931025316,-1.01474999334551,0.30049615372804,-0.964336150270012,-0.731590049274672,-1.41699404037385,0.277005291543629,-0.250281242375807,0.534805642777661,1.1790056425186,0.343091297960484,-2.68685433238677,0.39951880456008,-0.444353566462057 --1.75783280644896,0.00591177428160467,1.25821188032404,-0.403065896124336,-0.87870827571762,0.951238946400172,-0.158904257688973,-1.84303177529107,0.718426001013037,0.898172273631905,-1.63361828065705,-0.0434989758526109,1.28885171742074,-1.40388695586539,0.561708467955319,-1.0913595701375,-2.16879048100613,-0.148182612543388,0.653929951115465,1.05833001509895,0.960463677725686 -5.48438842520897,1.42657667561235,0.25177360199982,-0.179042272150272,-0.42376541916174,0.300382413668208,0.10837228865423,-0.247519561638431,1.08063771051432,0.911579057284963,0.894083472685253,-1.89203329325999,-1.53236998804141,0.961048967006499,0.630909928643516,0.87124045870917,-0.453546055186571,2.32373292989167,1.17825966848256,-1.0256635148775,1.61133482196546 --3.48939444582543,-0.115774498050872,-0.278723283424451,1.10259727654987,-0.340322682582345,-0.0425399076894642,-0.0633888967913616,-0.349687631327539,-0.490050189977016,-0.1392623713909,-1.43537664997909,1.12892451505343,-0.688443527280601,0.965488060398636,0.957949582681397,0.889593811579867,-1.19904094569618,-0.352061691813322,0.104619071543096,0.886553836869053,-3.16780139311273 --3.14085759932701,-1.75691718755723,-0.771151857646589,0.999418059089152,-1.29759588670442,0.207763216812676,-1.36710407869718,-0.019261470923351,0.213582978447136,0.53445998377209,-0.738975652985968,0.865470107229941,-0.895078606714774,-1.03977481558443,-0.600871616285343,0.848585728442093,0.8544227252605,0.524440090316146,0.709608938681212,-0.822336932563331,1.05832973497426 --2.58413781773273,-0.00120044398061713,0.290518261122681,1.82165821177485,1.20983397451252,-1.80828330021429,-1.33066641996501,0.172379061572216,0.204433472552235,-0.23188748484189,1.58621957134631,0.814646009594645,-1.93166883991071,0.0586014395190015,-1.19381243241827,-0.529465605966001,-0.723740977304213,-0.707327275441052,1.87191100674888,-1.32444489045113,-1.04292343886356 --0.949412356497656,1.03995238831836,-0.571802001052439,1.33191846947402,0.628888432817939,-0.169056516969176,-0.0732563557311904,-1.12888631892354,0.0238496970561398,0.343188398703516,-0.255012952191396,-0.0870708234759865,0.55886307314267,-0.132029481345439,-0.698190112741634,0.316634929846552,-1.39837673481027,-0.281878367981172,-0.0207254685825993,0.453377394469432,-0.0562012705138597 --1.24648086839903,-0.15837447096464,-0.314407353295388,1.18388416757109,-0.115696275940911,-0.51033547979999,-0.693667475998107,-1.15441502533435,0.18832159227315,2.21420346125362,0.394462299991361,-0.369775774856217,-0.476840133050898,0.250105533767066,-0.563376037791376,1.04545238286683,-0.816118524361587,0.498539087841967,0.64511449825144,-1.23648250368455,-0.168814347893888 -0.737595771594199,0.538117590038689,-1.2681317324717,-1.25480674500174,0.255172108218011,0.784118318710031,0.335742312447708,1.39707321567598,-0.469757436437791,-1.18155539501051,1.39824176768614,1.48939820814819,0.56191746932668,-1.33500246967684,-0.146436298993802,-0.0463751385409344,-0.046268873954019,-0.802513340764105,-0.169858240200751,-0.285970015515026,-1.59428105731281 --1.75264996204077,-0.0490209026377589,-0.0526856501758637,-0.907007091937064,1.45110083809401,-1.47776203313474,-1.47721431019877,-0.395479261561163,-0.737709514509834,1.45542277144675,0.110116376313341,-0.304970461711889,0.301650570365563,0.821745012054932,0.941125491474852,-0.409700533132231,-0.652029872492652,0.476849540161644,0.336993443973998,-0.533120786250286,1.25930874465046 -0.657118296388373,0.315215218557026,0.534720798266572,0.265259136829935,-1.13287741875099,0.856487133437435,-0.387728797604757,-0.614079619356607,-0.233512360507982,-1.20114234793792,0.284280551889118,-2.11131898640568,0.890833907058273,1.22933539577791,-0.461326203426379,-1.06404661785519,1.78939501970098,-1.25022113729697,2.37598213692078,0.405088267582306,-0.0128375938836871 -5.31576843554428,0.475404501384837,-0.366974666135738,1.14828248629006,0.153542046719284,1.20437612154694,-0.695206109465936,-0.0917932675455576,0.792657760990479,0.52280662920561,0.316040141011866,0.271104982398475,0.22733034300674,1.84327131990662,-0.733545152692839,1.79150916947946,-0.205378854423996,0.874852554166719,0.0341551499840597,-0.966763687734584,-0.715874090713759 -0.112157837555985,-0.303354920575959,0.573827158189678,0.446745981006741,-1.56066242540778,-0.314738750568395,-0.556160915214404,0.037720785924951,0.271087743283454,0.782430637525945,-0.466689577940565,0.592059919457718,-1.34686358942923,0.424852952437798,1.03438434447378,-0.166018985314005,-0.977349853641331,0.270326005086541,-0.530478641154136,-0.107688496825853,1.34006501051536 --0.34254203664168,-0.8615068688357,-0.305035847999168,1.2300171611479,0.613003044958419,0.998569761075381,-0.515241252007442,-0.0201679872603367,-0.377526791369623,-1.06713343941092,-2.74090377509382,0.610671975544305,0.120635463310083,0.679229471225899,0.768395249622921,0.13514853413281,-0.605058591949657,0.909900434062752,1.02621219129985,-1.32151496849538,0.381803972360104 -3.68848393133249,-1.57394938264868,-0.241607465452619,0.0706314450325945,0.504674938916209,2.23247482405013,0.0519048193629187,0.151984654290507,1.33727062769572,0.828623140925051,0.630506605055007,1.52811149254322,-0.71268916677245,4.73450263005605e-05,-1.83618429443924,-0.182869538612964,0.845591201279513,-0.320942447741844,-0.569205808908568,0.905507609860979,-0.961780680667954 -0.21687840839661,-0.665940119842949,0.594110355562078,-0.646244724617278,-0.36834371589902,0.508856845497866,0.286696919593817,1.17990329974922,-0.5928242171747,-0.0170542333588145,0.187486015985749,1.17061620061491,-1.14452887039057,0.0230084786041883,-0.549477489445541,-0.154631246529577,-1.38773675331741,1.25798662870682,0.613987965763876,-0.0830869478282393,-0.273164900938566 --0.0433217939469963,0.561821122041812,-0.922948950545796,-1.80234942055254,-0.924574215965401,-0.483143910185807,-0.400610031503009,0.293537966080158,1.95394539175922,-1.32503305449145,0.814678715845569,2.19052564533391,0.72717413160884,0.532654045029463,-0.342809364972789,-1.52358785938298,1.35468532623515,0.306986465625377,-1.08017646084962,2.32778749241174,-0.366539586157009 -4.09399933499441,1.8818708752534,0.0238806281000629,1.712708623166,0.987030104873961,-1.8526579334939,0.936940720255651,-0.462469667065797,0.554078402066514,-0.274735777024088,0.640697568752416,-0.308089442215221,-0.675743435781999,-1.11322534121665,-1.33951778060874,-0.783119453090916,0.287021213104738,0.652019975863504,2.46044159122943,0.94485359655205,0.539754787788481 --6.67253460357515,0.133346093542897,-0.0854825867687165,-1.0207751556819,-1.82170092234734,-0.256914302019525,-0.0278337609604545,-0.142440445692746,0.202989012119863,-0.419463154289802,-1.73074186038123,-0.377407459386101,-0.483677319583081,0.025088903816472,-0.50682395822842,0.154038882311108,-2.92510073066117,-0.757956495565154,2.07424788695711,0.806101033075006,0.323396153532933 -5.62828894067163,-1.52502907895271,1.48826398378451,-1.18080385999599,-0.864735637848869,-0.832249555952955,0.924147752070607,-0.712315254716075,1.78893661743203,-0.504705366669126,-0.256656874011782,-0.262811701820468,2.3007089516817,-1.47769550181823,0.447195993946856,0.64269465557589,2.00315571327216,-1.61426743171224,-0.0807114024595661,2.40815678575999,0.587287510360584 --3.94110796023124,0.618082500372415,0.0663269687869969,-0.460863563045993,-0.0345922513968272,-0.739579844404228,2.01314453674852,-1.1406261284723,0.282999179935414,-1.52386268059076,0.61073263505582,-0.221242853959139,0.0502059727703802,-0.108931614366922,-0.501633461486412,0.22083951941876,0.59643688900931,-1.24913507011132,-0.681794468914638,-1.06041911635042,-0.763220861426362 -1.0141503789444,-1.15730474391107,0.225932838708407,0.913736497523302,0.474457675649698,1.15758367369122,1.00081025115055,1.5515609655735,0.0142289492473829,-0.981950960615351,0.148895878945813,0.826919912840275,0.39457866944638,0.564984642402995,-1.38230217737319,-0.214441616527885,-0.872241888321898,0.722986471623857,-0.231376097306192,-2.76708895868948,0.786745996916367 --0.0623067909412071,-0.154126364802646,-0.422118017659275,-0.339455674987281,0.665738086569829,-0.402524461934334,-0.253765364545719,-1.5888231770065,-0.382317702750817,0.316710117753728,-0.54230948758811,0.289231677429651,-1.10325583613138,-0.823371235891677,0.76009684492284,1.7776289326869,1.67435597734853,1.03242981101621,0.424061943093207,-0.0668820342836402,-0.405307879540399 --0.116826552378352,0.402447350097005,-0.270243677115801,-1.2321544667993,-0.61353005191518,0.625601525448324,-1.02715192549323,-0.515682636446065,1.72349216124659,-0.493223496029676,0.686346800712002,1.54328783693001,-0.37183124087019,-1.70000540041708,0.826640122692937,0.842210381860105,0.950543564616061,-0.870883518319774,0.169681585773683,-1.51153830653351,0.710118442244076 --6.06133278945377,0.522360723740164,-0.466533389555906,0.696167472183965,-2.35411228608166,-0.00952334503027176,-0.441963225635757,-0.335505565928166,-1.35139695311991,1.19192514504131,-0.488186586613386,-1.52766098089613,-1.49192881897029,0.167355500089554,0.379096199327482,0.199520072604008,-1.5291935312706,0.123704336400066,-0.202647302370106,0.419315579296397,0.90702010642972 -4.06642896616642,0.199596521950764,-0.682883644958604,0.815781279715445,2.52050881597115,-1.3085406864171,-1.27041207011227,-1.08262928985884,0.83369872438387,0.865274143141743,0.295240563157012,-1.4460322461741,1.91144937206622,0.52852796826804,-0.22661572402877,1.27724213482744,-1.56821727375318,1.26572192157611,0.439480368445083,1.25672031938906,0.0651481405096707 -4.75596888937943,-0.324820672278131,1.27338880436222,0.435356948113308,0.730122787444702,-0.390127383391506,1.68330810106643,-0.52991122566659,-0.0942143876032253,-1.00682455810432,-0.837846937174023,1.74631229057018,0.478566010652626,0.162985908461714,-0.313404000448097,-0.14902651131906,0.28006243890211,0.349493871713371,-0.372403712266223,1.46189177323576,0.056523259619301 -2.06655806899971,-0.780144465302831,0.430493574206374,-0.936277093576375,2.12246378153568,-1.59692303628071,-0.0998358823120779,1.03345944785184,0.306221011143928,-0.231293296408511,0.836741706553095,1.17350970286083,-0.344121490132665,-0.419531443489581,-0.349302175365424,0.120726656254252,-1.49226712388676,-0.233076038139177,2.35933182719243,0.209612285302616,0.00454493184934253 -0.481149884870312,0.981727109822786,2.1810904925108,-0.628261491130544,-0.8476469909586,-1.20189124852624,0.491570589558255,-0.416017724862504,-0.0278529343669271,0.742092470982476,0.32881250026591,1.68892279833986,0.0169869116469009,-0.447936823673729,-1.17222950669791,0.138020408732474,0.712120449053878,-0.826439240850357,-0.376319586274755,-0.667874351433871,-1.07808378772274 -3.33856066995257,-0.625524591232083,1.09758782155527,-0.216968291119174,0.787201882430518,-0.130236100517777,-0.0352029294852143,-0.715690144710926,1.9380794982326,-0.108579896383597,1.651794925438,0.189955906595581,-0.336443441066103,-0.277531231746305,-0.804836374967065,0.604886991655448,0.821396578386298,-1.21459479258952,-1.79026040119281,0.54650694170544,0.622725671652967 -4.80109566650504,-1.42555254540304,-0.899577567043461,1.57176972258251,0.513868380203241,1.21610523303004,1.05439415818453,0.551114893310034,-0.158460741403525,-0.304152841192788,-0.524109114824963,0.176345758302038,0.784136623788771,1.21043649930586,-0.0838760412714173,0.489904563546913,1.43691262603178,-0.57122939672694,0.235295022230024,-0.387045199873138,0.563302950485459 --1.50631953118003,0.123447675058088,-1.14297024097392,0.788623569407079,1.10706951774493,0.590090913357209,0.72995668742531,0.280246391032864,0.0368025482157418,-1.47086402939019,-2.09324505302008,0.399539390633442,-0.540782639845682,-0.0919009006224843,-0.100685902131498,1.29157893526396,-0.157083699135937,-1.20526269423324,0.54396007238739,-1.00599292895216,-0.399860806881925 -3.58405353588986,-0.576353100307219,0.766838059173391,-0.812014452425228,-0.498783676762044,1.67121281258359,-0.968960190130387,-0.702892708950052,-1.09693310900436,0.770938055514358,-0.828472427478129,1.42756320334332,1.68592122960706,0.33563972971214,-1.12964726061447,1.04844378006757,0.391308132068722,0.649520438850284,-0.336393774488367,0.35360991635572,1.84702407968838 -1.42873526511852,0.0990450673600485,-1.07059245819559,0.272673911151867,0.0093335427142144,1.91304532471707,1.94355606333429,0.665087971576339,0.0545788320165118,0.918206945219232,-1.38615476462564,0.423378758657353,-1.53415986861754,-1.43023514689693,-1.25814131248729,0.579478749912849,0.61866650271446,0.899031346678145,0.323614267452727,0.297920535735667,-0.455586526467257 -0.519938365158703,1.12554492513596,-0.838984059555955,0.0634191661749045,-1.22628150342212,0.783172515557476,0.582648406766765,1.64020354976161,-1.76408868013759,1.0729709682021,-0.16675608475343,-0.696790010726615,1.48063280214883,1.59304148716071,0.335545594239822,-0.325110864997213,-0.219015070489237,-1.60819960637291,0.50225391571854,-1.06056368492746,-1.41835903018213 -2.29585541793205,0.0824631752146971,0.0572987393779601,0.0808595361092421,0.983667522274508,0.266896108691118,-1.12506185051257,-0.0259140098946681,1.82134069159936,-0.541178346196469,1.43666707580294,-0.15332871956638,-3.61478563931977,1.64079929264837,-0.726817764628778,-0.584420818298535,-0.0352990476621579,-0.943186413353895,1.82621142240776,1.46679483635707,0.947589520058191 --1.91454557008627,0.143706375110676,-0.0944927939385533,-0.129771403632714,0.349790334389228,-1.62573271955976,-0.905365700837209,-1.41772516501015,0.420734235854874,0.380911944638905,1.86458521904411,0.00920377769861586,-0.765880066280701,0.563606597808771,-0.945762444772616,0.723426443116394,-1.45068401971686,0.0546816454503373,1.62323179642629,-0.184123312539126,-1.2329018207732 --4.33913098554231,-0.647147939320011,-0.273933665515883,-0.734741650631399,0.259107355453463,0.187521103382709,-0.0657240939895491,-1.2876879175037,0.498918363536342,-0.0362309565724584,1.34816021158092,-0.317683463302391,-0.0580683446476107,-0.350281512336641,-1.40166819343117,-0.138187706061229,-1.21499009127015,0.00777477882555508,0.87264681748467,-0.655818885134863,-0.351526185185474 -1.86301964674646,0.828841124354269,0.985798970751764,0.436237068590427,1.04799650095015,-1.04623188844165,1.18372195684203,0.184775424530035,-0.387737806255913,-1.38250772536017,-1.13641969394261,-2.27170004102622,-0.804343538296128,0.377164819267713,0.534940975773144,2.17486559612489,-1.59725215992959,0.742465716925514,-0.0909258157323891,-0.035986634700775,1.38749170063436 --1.75908988755431,-0.0345747446073711,0.960760705073846,-0.178449720633247,-1.09215640308979,0.0394527499023257,0.0633178098943086,-0.899945104438535,1.71164291199433,-0.490340172811922,0.124694121784386,-0.412270992462396,-0.159828249424132,-0.327668617133531,-0.0218137454676694,0.75043024438359,-0.0504414457484957,-2.18198325933906,0.728991880144465,0.0201745523483717,1.04975770564015 -10.0633377922377,1.58933164914901,3.11120309691737,0.526141465087893,1.49722997156334,0.220659566523477,1.34285504706373,0.109932896606424,1.10869535877523,0.621847539776382,-1.40086109333485,-0.238427971226057,-0.279377967254357,-0.487150424201206,0.712938487473967,0.648164456196719,1.84090889037434,-0.823659031795319,-0.0694756067393598,0.868912299910215,-0.914717565223107 --0.173774617102968,-0.295961636671433,0.28608226730593,-1.17266712619159,-0.924003818161892,0.838702068775908,-0.0835713564872239,1.43763783110028,-1.16750053665984,1.12987396484381,-0.682851709591365,-0.538319702139282,0.55059795042397,-1.29327041484784,0.612234330107314,1.00327419650505,0.406635151519349,0.578517133440375,0.344082709099219,-0.10288333971849,0.0135570010002253 -2.85072287109819,1.3245092252945,-2.61617839477124,1.15873302503223,0.465043353790892,-0.563890548556519,-1.11178785308882,1.85492689918001,-0.882856553538318,1.16574038736398,0.268802232360949,0.0762103804697301,1.04696487311395,0.934787433702406,1.4053609566054,-0.435501610662778,-0.724371506023093,-0.484123037592746,-0.534855797479483,1.03322848634301,-0.523068323816781 --0.463891101048501,-1.20293180149599,-0.872573649915222,1.110334453199,1.49959514658519,0.626900821009821,-0.894744777725399,-0.00780374813390687,0.590762088355127,0.181074052208943,0.198555997291384,1.09159433541255,-0.381536748551337,0.485979245989906,0.250861394178812,0.386073996824389,-1.2745603667862,1.34460380549721,0.513523242137924,-1.18733201934307,-0.758024084134436 -0.13076600670762,-0.847956040381484,0.110683714763395,2.86332295944574,-1.84285696316374,0.516496804075231,-0.412350798761278,-0.742047959681759,-1.33417557070058,-0.380498065715719,0.986366030203013,0.0738233400170605,-0.114884259107794,0.072594357933647,0.624257888731291,0.599083932336423,-0.0932778267119935,0.928751408770728,0.331227839441852,-0.576089884534185,-0.633519297386554 -1.49854574727634,0.326727610240207,0.374670543169319,-1.2976445429554,-1.29535978800593,-0.969470180315489,0.911759860332001,-0.477444305736037,0.827934807403896,-0.026418532494299,0.0658507825721742,0.325435504736977,0.420691015440806,0.44129309387797,-0.413222084859571,1.13204794844044,0.669123824991877,-0.383072741674762,0.142625095619709,-0.242324038298582,-0.00576934189598729 --3.63416798693853,-1.45953689168295,-1.12360067151026,-0.593716704754645,0.311649572185154,-0.844532257265043,-0.639719901787199,0.0433949009285805,-1.30109292939832,-0.583141557366279,-0.129520571695655,-0.577641099413995,0.2368548568102,0.031640462855025,2.46360056463113,1.80643999194984,-0.516495878190981,0.581785603286102,1.16956405042051,-2.25994766999401,-0.0153316726527235 -2.17747949266074,1.2231934047562,0.359791873427193,-0.0455112611205632,0.739887867908985,0.244811696632953,0.734818015085187,-0.155762036074122,-0.227452962708045,-0.966922008209157,-0.119241397211733,0.423311639383964,0.409199956028001,-0.812998286743802,0.0259730355431483,1.34538705519238,-0.417764915227528,-1.31930886509243,0.447050877323481,-2.20548400739998,1.48503447815637 -0.833944567980524,-0.170845086003352,-1.32487611336145,1.4659617917112,0.672386889208913,0.235928331804536,-0.0718235711025188,-0.920480699848689,0.11451436365844,-0.336820595674181,-0.229414491989031,-0.737688537598601,0.303812474860877,0.526470460620274,0.589320219730796,-0.0491417192933242,-0.555101576095152,-0.406621590303363,0.926109899360018,1.14841263246505,0.116037975924572 --3.27982810533992,-0.327014082481113,0.771649463497389,0.511644279852569,-0.0700098306553964,-0.779332993303579,-0.915643706579831,0.600011700840284,-0.28711091561159,2.36622394004986,-0.68970415807293,0.205166636506392,-1.48200579404729,1.53986967319653,0.22857644885119,-0.389511040860315,-0.0981996318912427,0.219696322694844,-1.4836993193257,0.122201716974749,-2.0575312865038 --3.46343859973455,0.459207081438735,-0.560872736384227,-0.131685825289295,-0.518012665242703,-0.614795786230591,-1.89211109942253,-0.0462918080069683,-0.421149943864423,-0.334523519667838,0.237953288618789,-1.05180762052411,-0.661216390467851,0.713265778054872,0.532960761024463,1.7674862609115,-0.400177359462705,-1.96713011117313,-0.8619591547314,-0.126335685821991,1.61696091122106 --4.7185368356751,-0.425436378804153,-0.0643860223062941,-1.39644292557738,0.531875109032064,0.024156991598081,0.548515368667991,1.95994467810187,1.75903988092175,-0.117661418911339,-1.41818161656532,-0.324764946533068,-1.81904282490244,-1.72095042316802,0.194727777443755,-2.07013668633815,1.09211043611137,-0.214160831129525,-0.781168705725029,-0.462415944722027,0.082411641687623 -7.03960818890604,0.56061225583107,-0.0590537719421214,1.75557195127149,1.08066169423263,0.30302672698685,0.696451551723961,-0.114093136053951,0.761138796040597,0.459749060344195,1.31552825757809,-0.728107446270778,-0.346694002061964,-1.28590905313654,-1.33605134839892,-0.428145229814037,2.69229275985266,-0.26051952882833,-0.11031523336988,0.118597054158183,0.492200608691659 --0.0800481140410017,0.439922374281781,-0.0666339690647122,0.589131084910071,0.351151021204813,-0.510390222020409,-0.0766124189931107,1.18904007586495,2.14767714898013,1.03198499367821,-2.03506144275437,0.249684463331088,-0.119328439435064,-0.332741355381775,0.19845931732097,-0.818662558469357,-0.34850592001506,-1.62781168283921,0.46151365323725,0.965673632375718,0.891201197312663 -2.98081741219785,0.594378595526582,-0.821360562354067,-0.204186253840462,-0.0762667453162151,1.04084371339805,1.23480665521885,-0.533757991135294,-1.85781033755287,-0.341468573788193,-0.432772402786613,-1.36106318432607,1.76565947545999,0.990332946208577,0.208461714977503,0.013993584826404,0.277006684643919,-0.221707047706086,0.890442799981357,0.338433944147299,1.34876385500893 -4.05644768673805,0.682943697520225,0.322055822608865,0.667454497784906,-0.287080887335947,-0.838935082929892,-0.0323835002445631,0.252179485188536,-0.0705157152082151,-0.928925536837234,0.683675441597452,0.889049558814457,0.336766486756211,0.526687674617989,0.920716560486158,-0.951152635506527,1.55328094397623,-1.40979559077843,1.28909992464508,-0.412850520275878,1.55512445728077 -4.92116416195893,-0.975210835699629,-0.567582753586689,0.963906406200073,0.115526557831825,-0.301790506418303,1.29360450854676,2.09207658929267,-0.0563490051398747,0.607464189731393,-0.521605079432041,0.761089009675609,1.29679454933594,-0.581774098935775,0.299327212216474,1.22643296282026,-1.58932221205481,1.19709015233031,-0.276268459918766,0.264100223909971,0.673389197733784 --2.21212035987018,1.51615681331638,0.313684553925905,1.27104635374376,-1.17468961964903,-0.482665172043628,-0.41465992216769,-1.5818300233827,-0.610180405630182,1.18295550806007,-0.132972136494377,-1.28530350119156,0.783799119688121,0.137778426478475,-2.19432601658181,1.09475845440539,-0.670487950481944,0.372992592349726,0.736441087016659,-0.13592766375335,-0.15536816488435 --1.11708248428952,0.079474282540535,-0.0156673947412101,-0.117469393843293,-0.0915942629888675,-0.575611789081098,-0.346231324331361,-0.61364876925269,0.886510760447358,0.864402732435292,-0.147211018154391,-0.592660079409163,0.281720323387075,0.537011864723002,-1.01351375052472,1.08860803366112,0.0259760930737364,0.113435863498348,-1.47145061198257,-0.207730842537218,1.25181906258459 --8.93182966379236,-0.310148341613777,0.647841034815065,-0.771435250097701,-1.78811312007108,-1.68526621545457,-0.671177104151778,0.860813670705843,-0.0288567541143312,-1.11406273791772,-0.311952321842451,-0.697486901548336,0.572155232143572,-0.657713644685258,-2.09648232886152,-0.730395210119437,1.02548941709033,-0.672013079765878,0.436577354439223,0.705161306261923,-1.15855695466984 -5.97554715690304,0.147318291026405,-0.0801237949171218,1.29353909696688,-0.196908699637555,-0.443298335669137,1.99309784329011,0.83096788474824,-0.26223573920065,1.11540703995126,-1.82584250870171,-1.10509508182556,-0.372292328814886,0.436568077130276,-0.0606405960955719,-0.538914275850049,1.38650963372822,-0.450546223495682,0.84975980441361,-0.310953588209043,1.98120027267286 --0.80062958815642,-1.56096140369703,-0.660953393176569,-1.08608174602181,0.204489179093797,0.394397223265721,1.15246447861182,2.32056891657358,-0.671773613840408,-0.955491519008848,0.546153702224745,-0.236169250777986,0.735417874781239,0.727787817647806,0.634818385108689,1.02019307925559,-0.833459322047932,-2.1990452972392,-0.785691942423608,0.0332035339296594,0.50387114533341 -2.31078861538521,-0.245720689099123,-0.408816861886561,-1.31432955377358,-0.0626518103717185,-1.16585270617103,0.502014628858879,-0.485314533326025,-0.0555203041480568,1.35179698454669,1.36808875834154,-0.828885003795523,0.520654067619982,-0.325671535419082,-0.471284823690746,0.398944024320443,1.07838595505569,0.348972075054988,1.18484159940346,-0.0562368587727895,0.431097017819082 --3.45074248923769,-0.523155881846417,-0.437813737410453,0.202470394912245,2.37347083098289,-1.74105166655032,-0.313728915561251,1.90809852074022,-0.856581817233084,-0.200034676434474,0.229558453064845,-1.21223640854398,-1.20638236083146,1.20974536358332,0.183241586176294,1.48820777663173,0.138211146935272,-0.264103883989449,-2.40601738945189,-1.35453465195989,-0.865862188852831 -4.05501719806361,2.48570963398239,-1.55835968509815,0.435200120648585,-0.120084019882674,1.02652107608398,-0.914763403090666,0.669781471708033,-0.820098821130577,-0.274420744530009,0.0390878448771718,0.095697160141687,1.11941821887327,0.637614425889227,1.18282290094128,0.274079992332357,-1.56266361229674,0.208036830395687,1.25252533745736,-0.768438629786454,0.966266154775711 -4.41567623957396,1.72533251478581,0.307493550229849,0.0161587243094182,0.313952149243439,1.0925879453356,1.2926067399392,-0.243453600195615,-0.772581034277689,-0.41373573429104,-0.576602010549027,-1.36388968529112,0.712983195744441,0.151444539565418,0.442971106971598,0.695291828312838,-0.344447857078983,0.30900201447588,-0.308968697855343,-0.684417499334779,0.116469939039154 -3.54021746186573,0.393750984490079,0.0633608571704158,0.772867149119992,1.77169344424972,-0.143467683311414,-1.16666367208571,-0.571905675160874,-0.707855360597836,-0.0973881485727178,1.40002994347567,-1.00750286466596,1.13990302385056,0.454719357684229,0.61446506207356,0.878789406543559,-0.444188572270525,1.28225060044045,-0.606020087980241,-0.42593624414572,0.0771443573412639 --2.37445358745869,-0.396870336938185,1.10947912663254,-0.233834972112131,-0.083066566065379,1.02589427514712,-1.19343190737983,-1.03911006062309,-1.34810060351815,1.3248326164739,0.806649719257074,0.118252649810859,-1.40768054793326,0.756760112134964,-1.50767611536669,-1.11326811743965,-0.621268850743359,1.84570407295234,-0.522509338612003,-1.34228985791214,0.433720105860868 -9.07492066692104,0.759329840572267,-1.07207298209385,-1.25732287435869,-0.229232888409296,-0.521327359287975,-0.23010475853904,-0.297996964578651,0.526334285092549,0.218237174839673,1.43944611662617,2.45725358439822,-0.324050457593873,-0.211838648243822,2.27871619017901,0.792504879838304,1.44849128495216,1.03228580942095,0.624531882330035,0.806798024706162,0.261261136507524 -2.42711995057483,-0.133265982362162,-1.60992859632289,-1.30318740727513,0.0174103315864518,-0.382601029746706,0.301697353235229,0.925754871202977,1.07410076332603,0.770820602841054,-0.71569951902231,-0.814337943505827,0.093711012243079,1.66106126046168,-0.438073571330191,-1.18754045972926,0.405035199120994,0.515780023654511,-1.20598183130477,1.12263654555302,1.99218721984531 --0.64422789906906,0.345247685017556,-0.583570096829992,-0.869079446374388,-0.283981976258382,0.745541612643771,0.237208723292379,-0.97055268317218,0.133730339348924,-2.51898470201204,0.53389507027215,0.212554708235199,-0.0825756629632642,-1.11379368462645,0.229419320316009,0.358510173072434,0.18801518004109,0.78404897552157,0.45702920183432,1.45084147573503,0.71996276568755 --13.9934434186824,-1.24243528708294,-0.950611114105472,-0.945069341013642,0.13187989608571,-0.469782057157404,-1.2924550708163,-0.0560952350285741,-0.701400544106323,-1.18568011246829,-2.99634765851576,-1.29545179751632,-1.08111702112814,-1.06757292151604,1.38920612518216,-1.06789802474223,-0.23960074637975,-0.267829866095169,-2.11794393984864,-1.26146370040188,1.25518909660504 -0.413322393715242,2.47795228867216,-0.911276320441356,1.09487662871759,-0.828544649839749,0.674413944374845,0.0150352337804482,1.57330791257526,0.93101280064923,-1.30092075069,2.09049964426007,0.00209974926081837,-0.112890339979577,-0.622493224428297,0.778140959222792,-3.06964379141798,-1.15011748126412,-0.436319198363045,1.15637071264499,-1.21894229601158,-0.162742252360507 -3.95213188077398,1.47027072416498,-1.29846142270978,0.847259540020844,-0.0164000891496874,-0.0239836067639608,3.08637029282066,-0.573782026760798,-0.697254833804255,2.1757954477567,-0.0716959349875367,-0.855253329891559,0.516255485499771,-0.858874508746465,-0.269137719419991,-0.331823210935818,1.11130870382568,0.642527536730997,0.625104489726169,0.109070906192569,-1.4803684063133 -6.11295620876784,0.196085071557566,0.526865279026287,0.315939992086241,0.556220401810972,0.27477390412243,-0.138425518700515,-0.531669032592576,0.612070734111315,0.535979648036314,-0.970130870300022,3.09973279674104,0.431280539357589,0.00734300508253429,-0.600247534450839,0.522419998746222,-1.39740001516444,0.279772240644812,2.9977039377657,-0.56385483164508,0.0119240080508503 -4.08175122164831,-0.0399599799327411,-0.912442289822247,0.670543315315713,-0.0684188265291065,1.11120467579672,-1.90538389246387,0.114808640562531,-1.46517063528774,1.37353623173774,0.270446841922744,1.14582718686541,0.679897349163573,0.634740077730132,-1.23330848024915,0.741528941117155,1.26983096883417,0.28260351052562,0.812494178168336,-0.916276416473184,0.177420780353442 -0.87598849342318,-0.87297729291597,0.249979740886311,0.838718613174408,-1.14766964117446,0.637491344557382,2.22208017357006,0.393755613632803,-0.754593361817195,0.297892772394624,0.0969422197088139,0.541008546378334,0.831086861035564,-1.58961456466784,-0.0175540186359685,-1.07567444751803,-0.115814133239473,0.00379597779765241,-0.466362799072292,1.28993508888544,-0.355543374195736 -1.39210875450318,-0.0204028549935312,0.991720900827391,0.110799993968038,0.74567034466171,-0.317978439276257,0.238404555945184,-1.00584349027564,0.0343787284953374,-1.29203301254973,0.33590027581331,-1.49662164459308,-0.289352611578108,-0.389952101187085,0.616493754693274,2.02075546909505,-0.480306260350545,0.238198466628007,0.291226869080636,-0.111947278088538,-0.0631257664262384 -1.24028273519292,-0.143229501822875,1.02035155777078,-1.1636391969655,0.19175795079218,-1.15389330584842,1.07272978483613,-1.57867387721902,0.13174124161984,1.56590096573901,0.897149055238769,-0.138526786220163,-0.462926517344931,-0.286883815354706,-0.79192730744667,0.66359558396795,1.26026075755101,-0.670353839915059,-0.107094539847684,-0.641393757085842,-0.139552903356573 --2.70964404559929,0.0452883620907368,-1.03396907707497,0.164992333241856,-0.249843614803005,-0.666953061130842,-1.49598695530451,0.0773212816298664,0.421674208653987,-0.61277227473824,-0.894912435757674,0.0529190479067276,-0.28552927475858,-0.158754403114061,1.08877034366587,1.39739517573276,0.684616307402825,-1.89970076424718,-0.808058543536689,0.599632373532337,0.216925114087915 --2.11463081071247,0.478436293069706,0.755885154024593,-0.357953940675428,0.755215594810291,-1.0499587192821,0.721773127991981,-0.35546963690161,0.0192086187863089,-0.395319501076648,-0.240524204578339,0.853358609706674,0.705528930613363,0.634278567647369,0.237696749316532,-0.122928769886147,-0.350095039928347,0.430643540581214,0.751996758542431,-2.40335670062371,-0.995163091223246 -1.16481022603406,0.524943067720978,-0.244436314590331,-0.503890345062315,0.146366664040499,0.566178868535126,1.22000670681904,-0.467953378531089,0.900997325424085,-0.3469395065551,0.292796696121653,0.42611316991667,0.451930680051577,1.67169306242662,0.609232998251315,0.0957554874089989,-2.52871628301727,0.798947547028969,-1.06744586035526,-0.633664610931371,0.215694216003933 -0.714011584797507,1.98635216617914,-1.94859244521499,0.613249306283623,-0.222761258673954,0.00017255596822975,0.677214506426587,-1.07226053772989,-1.68760124488608,-1.10411750225803,0.503470301737312,2.12744147381981,0.287489272126864,0.839941174819163,-0.361812689233198,-0.154932679616901,0.937678765095902,-0.0119566025824301,-0.731582767635554,-1.00678878645852,0.867239571717807 --1.49762584970466,0.364965529686832,-0.0602561455437591,-0.697374945227441,1.69187371801374,0.802890868593766,0.232425195181338,0.384671067819557,0.327993242001353,1.21917297935746,-0.470181331023932,-0.274141021042923,-2.505042046972,-0.435492146186006,-0.631526826574014,-1.71042180885144,-0.293559066709268,0.11231798997685,0.428348263598759,-0.512574548525194,-0.611336629030957 -7.20225784667725,0.277626856804724,2.35824616080666,0.719317770250309,0.743157324384901,0.249590517795033,0.195687192793427,0.580071653434091,0.395851583577365,0.307222210922909,0.520093442094046,-0.590290857097831,-0.530584824706902,-0.194531385122635,0.365166187775453,1.18962648746935,0.00994222729277001,-0.113339745473248,0.320741933129309,1.09621487914275,-0.49643983498656 -3.97344803074017,-0.416137566962942,0.82716148193393,-0.794318238543866,0.942937641750158,0.292458927764329,-0.351935970387271,-1.26957011086927,-0.1079285375844,1.46430221796581,0.648318768912092,1.13331159619467,1.12976363233207,-0.619059830888153,-0.0933765623843837,0.149427949856466,-0.0677386715478456,0.658516970048887,0.0614565733019912,-1.21030473001465,0.0778827995957514 -0.9468215822657,0.187058109404837,-0.163971051276437,0.693720061210643,-0.611033198779931,1.17665838780648,-1.95750584260771,1.04333987348808,2.39685684739871,-0.58689167631606,-0.842308403462114,-1.1667383443089,-0.208649317288403,-0.43604289591832,1.84810474660211,1.88090255138436,-2.09123052352781,1.4525305758378,-0.960425700483716,-0.160380611571348,0.734671097270891 --1.94506406866116,-0.97694392668681,1.20207698621864,1.15818029605659,-1.08342850624679,0.619789636647882,-1.36704001668634,0.0897005083337096,-0.0314705364662717,0.178297620394565,0.78088418847426,0.238359477001629,-0.265642264187522,0.168771941746956,-0.0239022012580508,-0.595539801309209,-1.51540302105646,0.223083987822431,1.74411637013004,-2.78593650488998,-0.0537985314639114 --3.91100235756396,-0.590996729175338,0.697417113571442,-0.321385015832074,-1.33065007613734,-1.00459633219696,-0.964185898908687,-0.384789097480972,1.19337346696553,1.59266294407636,-0.827870763431545,-1.15173493850033,-0.853352741270495,0.631339815895865,-0.328107272056682,-0.729707552296906,0.100380121519723,0.00877430202949186,1.20639096418701,-3.25399341220088,1.24125941066041 --6.12759927274986,0.926738378449539,-2.30008458966566,-0.938796605467229,1.12540905626038,-0.329715467339819,-1.45809579010338,2.21094627859904,0.317779558223313,-0.64306285344223,-2.93679305255344,0.622550980551557,0.0354075507267634,-1.30592226204503,-0.800712679731284,-1.37067319553571,-0.929812194141639,0.235235130154414,-0.54940115594941,1.31101459719254,0.720198254589028 -2.10777595565195,-0.501124433980159,-0.24349781840851,0.470345771228506,0.333627437205747,-0.389023614334451,-0.345759304389431,1.42373582766698,1.4747396422662,-0.723769317456195,-2.60223612039825,-0.0700081328904884,0.15189899122071,1.23562138933145,0.218851092501,-1.10887472708062,1.3840591244958,1.12849722685535,-0.244500037669955,-0.0282457248387564,1.13793059481722 --4.34312267615418,0.057797017604054,0.615186609260418,0.485452438747363,0.659149742673342,1.87751939438534,-0.338332693633819,0.538612536276213,-1.12708773001848,0.372283429163476,-3.05473641436909,-0.980579444020235,0.281502178338925,-1.33108061500278,-1.18426700049248,0.626681269752048,1.32817538771532,-1.04124400830281,-0.721162905198418,-1.02932057142949,-0.299021482111666 -4.71492889588974,-0.36490681436614,1.51004988061867,1.56442953616095,-0.725779692948316,0.914371713792898,-1.63512020830389,0.173071181743123,0.67802219119926,1.10771205311503,-0.288731941607143,-0.479041977478427,-0.322649210239833,-2.48100868758354,1.43043162016904,1.15205196460907,1.67479069388802,-0.358135332973526,-0.643527001556102,0.0353532129435154,1.56692042847157 -0.781446652265116,0.119856577986717,1.51340836468791,-0.774297739823489,0.381576936367133,0.58505766572774,1.17881089739353,-1.26559618917927,1.15857717623083,-0.322800362114245,0.394200087066114,-1.93266445883896,0.078780395908774,0.66091286099363,-0.333589970818566,1.31238416883815,0.145394259222644,0.304127408242385,-0.241656976794957,-1.59283334065221,-0.15848320469211 -1.89172158088774,-0.655839248476796,0.156271694604695,-1.21954302143075,0.751843785528197,0.844519927145849,-0.573923482351663,-2.41023180109339,2.13775300572575,-0.572820080240653,0.85461080877771,-0.424066012910499,0.969952061555793,0.302326264803514,0.560254735946409,0.654953824803121,-0.444757787537263,0.297800430524914,0.0490418743166268,0.504831572368413,0.620360499130482 -7.22946146083886,0.943371963706623,0.802819754537529,-0.822254374867465,0.013059817771064,1.65034940917,-0.391417167384974,-0.530159194630962,0.0793182827561491,1.32738801527706,-0.729106748433749,0.49659003670175,0.511157445163363,1.04113186196334,0.353302415365562,0.830289396657301,1.33990994807119,-1.07620231787766,1.28689715134469,-0.172150607051562,0.545502607396633 -0.703552624641866,0.241071044987936,-0.565295491136215,-0.413618661584057,2.03852179291144,-0.880226040719507,0.835005196899113,-0.998652984478584,0.354063781386799,-0.136975276116495,-0.403462127839625,-1.05099574796892,-1.86631226330116,2.37044126121509,-0.763079983986411,1.42057150181773,0.709947679222596,-1.12533391352252,0.636237175419886,-0.425426594309685,0.640555088119332 --0.283790567093441,0.174946535980053,1.29919133324703,-0.989830048703917,1.41466325270803,1.64637408540373,-0.312456335305801,-0.255675153660746,0.0639700568959958,1.08590999004347,-1.09113951902264,-0.507855513160224,-1.48335747261392,-0.50686614210206,-0.152163220950037,-1.94219020722988,0.0521964520201984,0.389176799557277,-0.168766884234819,0.897791920073481,0.740762251300459 --4.15046412816855,-1.02859095304571,1.41110250067183,-1.53945818953177,-1.23497272760121,-1.47899182755814,0.750673147172592,1.44159966692445,0.872983785008961,0.271796557781929,-1.00214889732662,-2.4514937708046,-1.10765127528935,1.17420809335107,-1.3240226156163,1.02511896547044,0.320330498793895,-1.0778223810236,-0.593323001904117,0.0622269524516485,-1.19127473346383 -0.726705993269989,0.523508566595358,-1.34558084173926,0.823938956611835,1.65613368422638,-0.505758524574176,-0.674114408652749,-1.09364696135542,-0.284924768716137,0.53263595105771,0.862814832379039,-0.0310288725582865,0.360369048173018,1.87442847911343,-1.10629563844176,-0.10844842305707,-0.640320705511098,-1.30764518663856,0.113821240534003,-0.340707244558263,0.989805554295303 -2.4577228642673,-0.310002626773187,0.94388727111461,-0.578959335102307,-0.201326972862824,0.17562783581733,-0.246538081944194,-0.785023299555996,0.397427713240653,1.24990341062441,0.981176569459859,0.611163248651514,0.567596613254747,-1.08776601002537,0.171315190344375,-0.293099479714441,-0.539629551353615,1.28547595507821,0.280574316417516,0.81473177988871,0.889248908129653 -0.269602676804652,2.27157551831141,-0.156116756374826,0.03842301782615,0.0819572056568551,-1.18695103550236,0.861559317990189,-0.644211400844675,-0.563089560822696,-0.406814657373033,0.376326656248,1.13659603671392,0.0599120368509361,-0.660752105347728,0.215090686135484,-0.190673640627225,-0.371268060834176,-0.977158178192656,-1.07860430529439,0.47004610092457,0.288903341883943 --6.77113629801109,2.01319399119818,0.324019736810011,0.227563977199626,-0.1160064436757,0.163331034490125,-0.490739670686158,-0.388472794184738,-2.16344287571988,-2.90582568064335,0.241059404501156,-0.130217106539018,-0.389978630567512,0.350538694637626,-0.139789335313241,-1.76027791727673,0.732505431957198,0.112452849415302,-1.82603771152501,-0.996529753808764,-0.195803227498703 --2.825903386548,0.2546849770835,-0.916069453165896,-2.08879486770098,-0.190210271664207,-2.05632090848015,-0.243218962093969,-1.28313319473938,2.20501447016484,0.687010698975547,-0.0439468418048809,0.773703567327964,0.0284582096840392,-0.845009619045643,0.105560182969211,0.0960299446374173,0.566135426325793,0.847931113892322,-1.92747869822289,-0.304984888370144,0.570976513141176 --1.44156859807046,-1.06327316309874,0.280205026851518,-1.20552217106064,1.29413421996242,0.33102560100964,0.498355322109617,-0.213263639147696,2.30843741388965,-0.346847359107731,-1.69528198992858,-0.766708214572942,-1.29688596464661,-1.59743481112587,-0.467228864129557,2.82172962109564,0.52883456379186,-0.555470793670707,-0.158782170334302,0.316980603493871,0.214125818263209 -2.83733534177001,0.778825736770527,0.0661865745941065,0.236017671190139,0.751495289251697,-1.31133287239428,-0.961681873685695,1.51419414983424,0.293210887444922,0.466001040228234,-1.27055458004775,0.899739252378115,0.0822440815036363,0.347134903239829,1.05832426908973,-0.119535302125012,0.156564722844083,0.157297669411859,-1.0083242840451,0.988366685914185,-0.296433380443296 -6.01294396478631,0.567159779570619,-0.164934310913953,0.859407483976077,0.817360010871858,0.384463893747854,0.762151621879988,-0.240713105043615,0.0734481878059149,0.125076536186855,1.68275005577687,0.310391502594237,0.525087225231682,-0.0534298308876797,1.22077525692399,-0.892508208317732,1.3154094387695,1.72264411641734,-1.44048181245584,-1.58571157336183,-0.706788611750043 -0.614662289460268,-0.609570597155101,-0.136900816247595,1.25649726537838,-0.746937812188485,-0.475750302198139,-0.623922590535089,2.38404988974121,0.496384218488862,0.716407946977762,0.305769507134209,0.00426799005644395,-1.11408047103712,-0.0548419035621354,0.0804084078531591,0.0969177047340527,0.850917582269595,-1.09211743845209,-0.954535122967763,-0.0134981785259293,-1.46976796136522 -1.2215153364739,1.51057335286814,0.024311471013414,0.330140694222061,-0.232701526516836,-0.130607429056651,-0.993212643241737,1.7065214674,0.493977253520926,-0.399306025155261,-0.617518481029779,-0.649361129044561,0.146986350966002,0.604842569578513,-0.476306523567957,-0.714753820738217,1.14286040250914,-0.902069246137857,-0.99439079823954,0.547097087513548,1.06306726187114 -13.0375193795945,-0.442208406135052,1.42829075142112,0.309889788755276,0.655143013489565,1.67975108733167,-0.344178261161333,2.5327176511262,0.841306109972723,0.0733653836469666,-0.657255478771759,-0.681012326970735,1.36937520301065,0.402962808676777,-0.712169089645887,0.51722580655447,0.815844946925789,2.49298631615698,0.421979325077918,-0.0441011497809494,1.35780363050599 -6.47376066269751,-0.956351019799395,0.0284418443396404,0.332976589440901,3.64953268171915,-0.937853466199943,-0.470721732352351,1.20191869217891,0.779001412063635,-0.515571607165513,0.0563900439246446,0.978631025329537,-0.565246395406098,-0.284494159374179,2.07941095314704,0.175880026545604,-0.0182973156871113,-0.0688202490711312,1.31297445933449,-0.285160753315213,-0.588928353032792 -4.10062102319801,0.94457453029071,0.175862964976933,-1.54310295452315,-0.891210558882322,-1.15923867078237,-0.409220267680483,2.21891769769813,0.134758863769218,0.101494464107634,0.846514784065743,-0.966606524429666,0.261113238149274,1.63966631804003,0.263492305011858,-0.121686624800459,-0.0663564554760364,0.97988355151972,-0.249104645164736,0.660554122262158,1.67926230803725 -3.59309619178621,0.251244153733997,1.4566503998255,0.52492594092457,-0.318606309803324,-0.85439845199907,0.378634357027712,1.9783032831024,1.16544496763615,0.439203840724137,0.272984307363972,-0.419134137226402,-2.35858757445489,0.512408628947811,0.338650516004669,0.208005400248054,-0.298365486426902,0.989978807965706,-0.379042672587647,-0.298316424329236,0.616755660392451 -0.4457794549001,-1.32158726699617,0.975076936196071,-1.42370913141947,-0.744921011682417,0.357932734256751,-1.12896079150785,-0.66322434998665,-0.473440466475825,-0.409863044836118,-0.479112505514943,1.80333577150178,-0.590011653945565,0.385785865124329,3.3524948071475,-0.471147618391337,-0.0430917202065153,0.293563808423055,0.0401916118869634,1.38138956279676,-0.328076054752359 -3.48064689221959,-0.634422596430598,1.15450424913966,-0.145628455357341,0.0149531048662061,-0.0767263197832302,-1.2137066086965,0.294856371377909,-0.217314135064851,0.895548877597026,-0.722877451341668,-0.108361635096753,0.74321662843624,-1.66225739278812,-0.206268699647755,0.854389003713423,-1.08924774964433,0.719834171253534,1.21229276549894,-0.355780799018672,2.88696193391563 -3.48979651352359,-0.675956789809897,-1.19943109413237,0.100971253680273,0.787418706765106,2.28230090502549,0.131192258931088,0.177284893947953,1.19044362819643,-1.19397337317675,-0.430903066409806,0.862959752926083,-0.125618425721849,0.62646464289248,-0.225247159789424,0.536824420507758,-0.152155222289989,1.25638720979932,-0.82127832879127,-0.699653004665877,0.0152635446622202 -2.73417017710852,-0.936854070557257,1.38634920343909,0.994897468856638,0.245131495924033,0.209957137180105,-0.545927173431731,-0.646171277705201,-1.69066931348335,1.00447503300272,0.935099021723058,0.514856215363025,-0.0227149890840067,1.37405105328025,-0.503609150446715,-0.70471467504224,0.864060012196173,0.222808023537873,0.885591135025644,-1.40998002516492,0.729766157531329 -4.64875921859765,0.825629764525003,-2.10051144916066,-1.07185253877546,-0.0488219258318625,0.819798247347974,0.828413398000079,-0.427559919284155,-0.116972867743804,-1.13976327970527,0.493525562296162,0.449596256931106,-0.22746444649094,2.37310188101241,0.352411126288309,-0.240720556380018,1.10386628798231,0.93666442565436,-0.0073280736534311,0.464822590258816,1.47669164722414 -1.94818755190938,-0.0538171882164384,0.264405308035879,-0.14317084079121,0.233968063752282,-0.492768677538638,0.0549281250205022,1.4088173951387,0.504594165788413,1.85963236098679,0.138369858842619,-0.765255407594545,-0.437333846796841,0.101097094868841,1.01396313246354,-0.148592549928343,0.55253630425584,0.580594426126494,-1.94136200732195,1.24726021561026,0.391511955048687 -2.36965343759474,2.19269018194481,0.865510799439642,-0.158158610629688,-0.625769003703232,-0.242616883814076,0.50798645461412,1.76258489604854,0.0143484478748021,-1.18152845265701,-1.25082546646743,-1.2382983106873,-0.953342043542272,1.4852348838406,0.907756572050139,0.98177003701863,-0.4714244200248,-0.579730859986375,-1.26693611755299,-0.546960299721754,1.73044684224367 -0.708361769903539,0.614830175647015,1.27491246463246,0.855363453842442,-1.16224349965777,0.653938199858842,0.0259537437247405,-0.388194985920795,0.933781102264678,0.774548237976657,-1.45011537607082,-0.542296472610884,-0.477245194278405,0.23794015079351,-0.0678248527038356,-0.321546624857095,-0.346579671002112,0.721945139055623,0.42704991896273,-0.930071498802026,-0.173040459932486 -4.62376002842504,1.32641862246124,-0.688921290278311,0.376642411416613,0.633915063490173,-0.730174448250345,0.0217978700099895,-0.833153617348786,0.782957971746355,0.145364026135808,0.347185207397024,0.395733616919877,2.03674364222179,0.950375318418598,-1.22579566821616,-1.14848751897774,0.828675944100611,0.148450689482324,0.119995739709486,1.02420880042235,0.416319221587941 -6.35976268560854,1.05222436973272,-1.26666076239514,-1.76941694371694,0.7484464889107,0.613679226827079,-0.397655273369814,0.823612004497768,2.17545590114591,0.628455052063077,-0.0687779310640271,0.947875998414026,-0.464396823813412,0.9418141066439,0.81143040727389,1.10063343930868,-0.631371079304629,1.72814130137747,0.823166658579209,-1.51041780464677,0.285613336042266 --2.08769470475181,-0.115957699597586,0.61389819172723,-1.0925995360302,-2.34020864247554,-0.675528276397479,2.71401564669502,0.137904048780521,-0.137269009208042,1.33499211976708,0.247136604766903,0.0250961717211561,-0.300126692481596,-0.436297877914105,-0.213390643756459,0.743548302276431,-0.92188252746666,0.0469038412008705,-1.35572383613008,-0.557564046873992,0.650792107505486 -2.85011435349574,0.231954118821202,0.108103835767645,0.816785042670565,0.842095520427004,1.6669441859154,1.53744809993228,-0.264174475193543,-0.00166367455508628,0.56960424039486,0.822417154698109,-0.65308939181552,0.340503512964395,0.558196783241881,-0.0101787526695007,-1.62523180066512,-0.350687009408913,-0.962669002185519,0.515797964313279,-1.83230205783857,0.912229561091133 -2.01485739797526,1.45812793037782,-2.02325100791832,-0.673141584967384,0.852003288461184,0.414066494469552,0.924708381303431,0.956608101661697,-0.208036713511718,0.72020001105996,-1.68443177064615,-1.02775583074204,1.50607596106227,0.163318424797295,0.164981178046872,0.648303550676699,-0.454576449573521,1.17709224668686,0.537172752897715,-1.13574836441155,-1.04346060683908 --0.706032270678225,0.174577363641422,1.19949867997587,-1.15620595179679,1.18060720178027,-1.77784052382682,0.056899367882444,-0.330771329225539,0.0123849212215608,-0.724848454849566,1.23653575305074,-0.244721262367936,0.664614827993121,-0.764865377180808,-0.286326368835069,-0.0820762301533918,0.826941488619238,-1.31377704446918,0.135560909805953,2.10682147315505,-2.27754704713073 --5.81513553679288,-0.552878228097014,-0.958123967301761,-1.10767767206525,0.100099503203074,-0.516070540850557,-1.16089693788858,-0.429458760017041,1.1020182123786,-0.271622967445139,1.04305097653115,0.544169443807615,0.510212215803798,-2.21449051250138,-1.00577526194894,0.347135765941302,0.469424493346193,-0.183408788614598,0.109053749707598,-0.845240172058468,-0.103891351455287 --7.30312738370379,0.585678309974929,-2.11275523485805,-0.22661317979152,-0.707401266959864,1.61166716775643,-1.03468732019959,-1.68056125934432,-0.16772341739582,-0.253176533904287,0.778434608261729,0.759089210502141,-2.59768720072017,-0.690560980419945,0.387013997589378,-0.516358503195634,0.395505365626284,0.646024503557113,-1.34818348612378,0.279393348821759,0.116841900687875 -3.06781560753794,-0.0447924947553517,0.729302201162014,0.71275626827451,0.876362843236159,-0.718912237971851,0.936720472306198,1.12816538863496,0.209990833468704,0.571017797581399,0.4915003719417,-0.963199107173707,1.10452836316236,-0.829963804742947,-1.0064618935393,-0.17580291217461,-0.431639626924454,2.03827390785434,-0.853437352611017,-0.585147347111521,-0.425807666840006 -0.362806277378963,0.5674213540279,-1.08238186652845,0.233081868659605,-0.0262161034013935,-0.072325499413991,1.26765940128837,1.42265850133631,-2.25004072010647,-1.6562275195623,-0.572692645126114,0.811392048265848,0.97435923992267,1.61543977733073,0.0231845277683606,-0.286377601364548,0.0589272666605792,-0.768597009216057,0.240971798280848,0.0867911844381239,-0.546621144491344 -0.91341346844592,0.695401731539223,-0.267859237887237,-1.09819017585157,-0.196217152523916,-0.751263819930034,-0.0384577372663083,0.924639481066863,0.792372750108776,1.07370564558773,0.707438190558746,-1.52870206288006,-0.109000596596574,0.582827404579468,2.4452507785104,-0.906547860129488,-0.469175458331101,0.129289731885275,1.93543982135594,-0.92341312622695,-1.89961174754238 --6.2600961900771,1.24035018094875,-0.496812654726983,-0.316912931605634,-0.208085501241647,0.752497258809432,0.585717235831537,-0.0521360816758347,0.98200340770127,-0.796298865950626,-0.877046064761984,-2.5528822146891,-1.16446904632152,-0.751700740454705,1.66360995424305,-1.15485695813918,-0.849509254681428,-0.271433131455486,0.117284025825967,-1.22096481420787,-0.907403180437814 -1.36181526548384,-0.0695193484194442,-1.53658732606055,-0.366329637011648,-1.04135191617677,-0.475602208991484,0.632154686587853,-0.158501162288121,-0.385712892888803,-0.328022237994984,-0.605814118400873,0.63586809289253,1.17154828253706,-0.7461000287566,0.149180563926818,-0.705453608802691,1.37577603355762,1.68034031205528,0.253260295313999,0.726770032477876,0.22801689878294 --3.81553216652178,-0.234888752200037,0.27391883554782,-0.351083078672515,-0.565475578498958,0.77213022055395,0.541469828050824,0.639772105958856,-0.52594639153871,0.594381852326589,-0.824820684672273,0.26382372352289,-1.58769534750459,-0.0221865724527255,-1.77174849217583,-0.749523081670219,0.265149854064693,-0.829930809130709,-1.11340717240461,0.247756926394431,0.994056250906826 -6.24336689640905,1.56861573693257,0.0269080873672487,-0.855300331054262,-0.552784395826658,-0.162612165430669,1.19658347393328,0.139412315750978,0.273065222758822,1.31148369567637,1.72471364983331,-0.556741387457139,-0.973537046935786,0.481172586701077,0.296787735777485,0.115816789780067,2.28086763171278,0.157313339154338,-0.857372961516372,1.16125858683075,0.0689114766773042 -8.62110413510842,0.387138469725834,-0.713986058309964,1.75543355630749,-0.275615028611773,1.03618539587323,-0.0724898430322659,0.293227981313891,-0.406237222035141,0.296728510501162,2.68217370710948,-0.578032896285558,-0.920587142066953,2.20287304299299,0.881647599770973,-0.777599102062516,-0.695603508864988,0.500067476459958,1.67539214503576,1.73744878470413,-0.0177292564005467 -2.78664576592921,-0.612807055718472,-0.608222292531632,-1.00800450243575,1.43842206798154,-2.38302156021225,0.83693432486515,-1.24415379756355,-0.764968241791644,3.36259807173068,0.302190428460279,0.489912335290046,0.0421835380847115,-0.886027882534981,2.16983681331673,0.504710310672468,0.792434104094109,0.576579964799568,0.458025105745112,0.339234102647452,-0.584505468291472 -3.90134572645964,-0.147611082026153,1.08385342009489,0.894559463383683,-1.12573207396674,2.5803192141115,0.583014477740135,-0.384202508070424,0.569874574201727,1.49505884007781,-0.859109452879576,-2.56602758641714,0.109537548205107,-0.300646772002515,-0.537564941140359,-0.233201066484307,1.54955804683143,-0.448079352754144,0.287098626161019,0.879740448052573,0.439556608115089 -0.556519067758332,-0.351539612384863,-0.14888248992888,0.470584118330147,-2.36127287957044,2.04918804052955,-0.300296613470825,-0.0606362898601059,0.852685790718435,1.72296670779393,1.53030914609552,0.0353534450469179,-0.220602939080621,-0.404163177787926,0.571499033728984,-0.0406770575678894,-1.00869976633693,-1.01984250216209,-0.998233267556446,-0.380606182457999,1.07739854402005 -0.197534827759261,-0.539428819649832,0.257429022521163,1.28182696754948,-1.54249695972493,-0.929333200531289,-0.511190450138394,0.0214356164714994,0.41408057388269,-0.0675132271080863,-0.308608776130211,1.54461699599256,1.73309045649242,-1.04882500991519,0.365401231891977,-0.789708137313799,0.416554779800024,-0.112923871713452,-0.471064482313507,0.412046384710138,-0.372258235913059 --8.77603277283431,-1.62434947806925,-1.14379902062899,-1.13182934995692,-0.437623411307569,-1.29969766610651,0.0515817998686908,1.05925895265185,0.711464142954959,-1.75822333196467,1.10372293050121,-1.85437580332311,0.297418509982928,-1.11489214982849,-1.24223602969014,-0.233122353461326,-0.413867953599921,-0.444697236120334,1.36047733754936,0.177990567645223,-1.25170932075133 --1.15047924811722,0.996587603582719,0.86089055741296,-0.391341313404971,0.427638588903056,0.112285217579929,-0.534453058230892,-0.592126323591506,-1.31031321761842,1.92509900771701,0.575672002120994,-0.438712603760073,0.130632322663071,-1.30990125202313,0.917755153647323,1.1905795592188,0.0279477698146434,-0.637321880957616,1.18393383740936,-1.10337681851864,-1.48865588740666 --2.6920209607692,-1.65944513025903,0.930051219201186,0.407598467340299,-1.18890962269473,0.783169229335882,-1.71436245537863,0.388461865798037,2.71303485661761,-0.427091557746337,0.925155339095101,0.0677433642917339,-0.840917273323551,0.491517986055581,-1.22955594707722,-0.725631520108214,-0.524553352727188,1.76049705016833,-1.85950707345916,-0.485897729327267,-0.464725279792421 --1.80181399266327,0.708386116469188,-0.797457625152443,-0.0151624579673189,0.687878268358624,-1.4017663280627,-0.484534232179621,1.23313627495939,0.0492312478324166,-1.25354026182455,0.921198752241571,2.12917672782353,0.471664874769656,-0.782278976271353,-1.75865622046806,0.161751655816255,-0.0923599420264584,-1.90685648707202,1.00214077309613,-0.935138228669762,0.481812697649048 --3.76376847684576,-1.72133812048754,0.962386388965802,-0.943120499999132,-1.51390575853867,-1.91023487191326,-0.450119927879834,-0.676568727894513,-2.01231529677247,1.51935239464433,1.14561877665581,0.192460073224565,0.912826876400317,-0.218178262278848,-0.983110616080773,-0.205413615177509,-0.229305218467569,0.521595465756871,1.39830108856062,1.6581370271973,-1.44414868996179 --0.375619664228167,-1.94659714109231,-0.677157225649645,0.246972717145056,0.111275323049099,0.000738990609974743,1.86872053352653,0.321925210077598,0.455234136994606,-0.0579442069470243,0.370641304071022,0.199628521316286,0.854422716158009,-2.64019155805354,-0.275487891261888,-1.72088062120233,-1.17070800689778,-0.27350269819084,1.37927194599429,0.10135870034569,-0.437428709185492 -5.88434963923957,-0.924093854991773,0.687957711202111,1.41249744048631,0.519643413208324,1.20521939956174,-0.173959894560287,1.21705979189829,-0.178916045265601,-0.183722016505454,-0.736771125410881,2.35016865296186,1.1397831975717,-0.0479080793188705,-2.05934482469144,-0.518861822579654,0.0260946864876901,0.984213735752089,0.690296756475737,-0.33130015370654,0.21413298451779 --1.54518761507272,0.415847105326159,1.23442464627911,0.00625551260872744,1.11560237597994,0.135949270406329,-1.79603412263292,-1.77750329705604,-0.096325862785957,-0.492221654322952,0.90762267103864,0.0388660276519281,-1.02209152373662,0.0475527858886152,0.81062509409007,0.0707995612334751,0.0258561910967686,0.612947534014579,-1.30524150674626,0.797331298745264,-1.18446629759525 --2.97250977148636,1.15858399776454,-0.756992630316063,-0.754050135182971,0.251201094940592,-0.00316340538842154,2.39332589962049,-1.12994786424403,0.574634973224143,0.826341968280303,0.0582448112209653,-1.68276304590296,-1.82830686097017,-0.295853055410329,-1.53130087542161,-1.01900134010378,0.961686612840749,-0.690182768584612,0.136426339211541,-0.530852941643326,0.227512438995027 --6.46761308130654,0.956898780521356,0.437707325159999,-1.60788977056912,-1.45224158133786,0.0676061434741059,0.0576273351762935,-1.19520517361484,1.0497096358233,0.750193643155112,-2.05714173818554,-0.474043826746681,0.459468272497264,-0.609665534009165,0.185752603066652,-0.241208934918751,1.36810485487452,-0.463318772638547,-1.29547622664719,0.29376032166469,-1.70637683666333 -2.89347014615049,-1.50123222495939,-0.430620417402897,0.0782960347463141,-0.161146378914526,-0.354291402271141,0.920385789647583,0.225160245346003,0.105162838544264,1.16966118092791,-0.471498981790327,1.74028687626527,-0.707616205407494,0.526430474360437,-0.293278597974663,0.131760625506956,0.50116164076372,-0.0847483256017929,-0.23316380349096,-0.171995074486958,2.44185981293051 -4.17361614638661,0.616214925243793,0.747610558525696,-0.496335908306409,0.417751387524444,1.07227887111966,-0.973985515206045,1.31690359458672,-0.153726551964316,1.70946938211887,-0.969394420399475,1.96994440042532,-0.836691250370987,-0.345242677010846,0.672087161547409,0.941637455730263,-1.02829667556438,0.327642061170874,-0.114660953814465,0.689991550688646,-0.5293968543457 -0.842514788453634,0.0867958504947447,0.313954188581403,-0.980654080982162,-0.288519438563325,-0.0197365177472234,1.9510325756651,-0.391823122217701,-0.204626055019212,0.813096968564484,0.461516817502778,-2.3729750403132,0.839420030859333,-2.54791887040528,0.764855317334674,-0.826784192978622,1.56946644083091,0.481448333564095,0.530781771728626,0.553068043332538,-0.51549002484977 -1.98263732442076,0.293257014640153,0.10638232911008,0.181275942112727,-0.283592548498433,-0.456110512512485,0.151106049340347,-0.02579228196083,-1.0230083784366,-0.329491327559874,0.441304162103402,0.508044387325862,0.0291798623626818,0.769249486435374,-0.439999358856149,-0.536782920872809,-0.328463962638792,1.45060636154897,2.10780698639196,-0.56542413522144,0.0939587012568064 -2.54266498649994,-1.18605794016193,1.49858055744418,0.426426680221408,-0.232589105275928,0.379965511382917,0.728952471052792,-0.756487906361029,-1.27450228981433,1.79812038429017,0.867168654106146,-0.647301342026274,0.488954553498725,-0.590913078110066,-0.0776438103875459,-0.0860483921994982,0.317110340092084,0.381756885311849,1.64166840482857,-1.99624497085395,-1.93076953634086 --2.63877178737096,-1.10290039395195,1.87198836579114,0.154471177589414,-0.342171653206105,-0.975854269789282,-0.401218311701984,0.655024993699914,-0.0606304945493608,0.786521182514274,0.228193719150638,-0.483945825855834,-1.09167660270028,1.62723633788021,0.916144377401615,-1.3576332068463,0.0753964453585286,-2.41155629512315,-0.811816132084445,-0.315797511288337,-0.176854895135456 --2.61569815218236,1.32898344764457,-0.267580113845018,-1.71521494228108,0.0625815928256228,0.52548846085244,-0.963109676204088,-0.550757477719575,-0.319644847958833,-0.116674025143445,-1.83263603644674,0.0292951017316716,2.76989253250665,-0.00344493338660669,0.244222066046229,0.613955186487593,0.805254145008769,-0.43700347953898,-0.829321020334091,-0.528873849259828,-0.538277184898987 -3.95837577688395,0.162513579554029,0.0925909228014769,-0.167098038631667,1.97530451365614,0.633676519130211,-1.57031247620379,-0.421376894446544,-0.500306472464457,0.598025387001969,0.587536879795829,1.40682902293597,-0.217945189542629,-0.205750302792836,0.884126399124569,0.600763197522064,-0.011638035939385,-0.0375728735176957,0.134090554789029,0.612832491462558,-0.424535799187644 --0.345429723114856,0.797784419977436,1.34167996999818,0.363535715900445,0.0683209269726604,-1.39336745072919,-1.42773529470516,-0.513195637054006,0.821758958805729,-0.766122969242483,-0.639022726393875,0.504037023807462,0.162353577004755,-0.0150797264726812,0.357830913688027,0.336099537327164,-3.16447780243303,-0.580767820714491,1.17657508735698,1.60776097931087,0.169509300789346 -3.82598385739576,0.0231119753594884,-0.152118150284164,-0.765737878390843,0.376781621188977,1.39263273907513,1.14387468375779,-1.182109884841,1.00655739520763,1.66920132458344,-1.34682419704806,-0.151510701089259,0.772080468374017,0.0850607377444148,0.821625743920625,-1.77785906818407,0.481043362848633,0.658771970033953,-0.59678196951735,3.12062230381016,-0.301230674327586 -8.12028281598689,-0.245389734916679,-0.516460793178283,0.896061775277558,-0.043029946860518,-1.36596632579244,1.52073552459938,1.32429809589951,-0.0429187291681543,1.09540096693849,0.478559617251768,0.706746938622498,0.448250682769551,-0.607882519446416,0.363615238854761,-0.0620864192486426,0.804215598917915,0.487951010912983,0.213416356543312,1.45181108280511,-0.109968513292828 --5.69087638968824,-2.4150182379673,-0.446169090012007,-0.974461343673444,0.160452970003413,-1.55614724053469,-0.611048177226478,0.275956667440821,-1.62427573208322,0.875851786670638,-2.24998484374309,-0.272567849446815,0.771278437007429,0.293793252530908,-0.690926820289436,1.99680782095095,-0.151738603181854,-0.05723975253286,-0.0320822290335635,-0.266381680632805,0.345313993927554 -3.87460468518394,1.2638714500113,1.17948401359631,1.56496700252009,0.436606662347781,0.41813560429061,-0.99780572810322,-1.41954591837894,0.522908884220471,0.484446250663043,0.342668055418139,-1.26042211923855,-0.774062828941337,0.42880044285385,1.20833763550325,2.42394224384701,-0.643981893296694,0.233885267203863,0.102551048539662,0.362052244547114,-1.12085295618554 -3.65748246621238,1.93028002249779,-0.136749673177198,1.54599460627569,2.0350624823286,0.807818363409191,0.60091209931398,-0.676319370164828,-0.553658051098189,0.483245199338405,-0.503820325140167,2.64591554403254,-1.19624878765595,-0.219326439387102,0.0577254746868445,-0.460872435815931,1.54868752646567,-2.28345478833085,-0.787688719907411,-1.99122907832076,-0.659918484877775 -3.2821937115186,1.63553583828235,1.2270936306603,-0.539342860976336,1.40302640525729,-0.377047478821892,0.89302552265052,-0.593451529941933,0.329847919176567,-0.301751386769754,0.0543775011177624,-0.487813377095111,-0.394835546671276,0.803067085608796,0.835137654118285,-2.07941636990817,-0.677644217309467,1.59082674108408,-1.25619207904448,0.052170153854733,-0.838545769285199 --9.41474963513387,0.303009715962924,1.36019301478047,0.157639169935231,-1.98766978681405,-1.04007312975421,-0.125877261339513,-1.2264285781775,-1.06448145926687,-0.654016152638855,-0.0123049999905437,0.354875821913554,0.206019712905176,-1.90140654220676,-0.283981958471451,1.10511553962613,-0.828839755337325,0.227583768342855,-1.18677362827154,-1.26026133346721,-1.08188953683565 -4.70238652776214,1.51858705744387,-0.655431797702368,0.305961241844062,-0.581065612395573,-1.96930810828351,0.803334086567333,-0.352409741075423,0.723284729881137,0.955801077746627,0.262850302461296,0.0875741549798599,-0.507245184494802,-0.554612674070178,0.828919249672069,1.76721931930531,-0.338322506743084,0.816618871154181,0.121966466095069,2.13470001867827,-0.610430189200155 -3.01775709993766,0.961674511310053,0.646652023212998,0.16922701406265,1.92904844879655,0.0613940636242625,3.02040344623337,-1.80091732448656,0.422443448304174,1.51925970072572,-0.598045332843389,-0.201704634078231,-2.73163915947784,-1.71382172453407,0.265061382143374,1.04171145289245,1.38186680997594,0.120382482973508,-1.72956081218781,-1.36817186503847,0.34730961530634 --3.9997110848771,0.407220486213922,-0.0715523315482962,-1.8669689424406,0.0552472575733694,0.337817716345536,-2.05361699462117,0.40666354855379,-2.02720199177089,-0.250725108907548,-0.78514436801222,1.65691829836119,-0.927731833199138,0.605549985492582,0.328622873882092,-0.527261100215197,0.415506902772724,0.457273631186883,-0.404548869339892,-1.65917180251651,-0.591555310675066 --1.34132750141749,1.01783661504242,0.515941351640726,1.21297596301821,1.02229875264429,-0.747036792801977,-1.08890216147812,0.819291852095628,0.0650074574925263,-1.80741869776703,-0.172715558450359,-0.728792519570751,-1.24761929392003,-1.08198050645379,0.171778226264766,-0.609328850723922,0.761061888156528,-1.97861891680041,0.350866873328373,1.40510142639977,-0.00316030909219923 --5.86381781378688,-0.0428268988048277,-1.93051152343812,-1.49765546300655,-0.659961928228149,0.348509986632977,1.29060725103649,-0.921550247446222,0.232146590358793,-0.22546129446963,-0.0982638879420185,-0.892507041334383,-0.461236667345768,0.309059432288827,0.428130167638043,-1.54840826072185,-0.626145907723615,0.679465947518608,-1.28310972647386,1.37634352452607,0.509034939607554 -2.90421379420001,-1.90688901475649,0.224162337107212,-1.88026164724673,-0.207333982226181,-0.730127353136971,0.328906953328803,2.61885776786429,0.850802146642742,-0.0583699187688645,-0.105939868313027,-1.29955397642742,0.667654487849311,1.24789852960273,1.12996778523965,0.0738608450664494,0.355530669642144,1.23457325702456,-0.488914751174989,0.62737523390345,0.06761652354533 -4.4824141436258,0.927212305679069,-0.314555790071757,-1.28313341554633,0.710650537221025,0.748595746417421,-1.13899508873459,-0.214983084958847,1.02220596157114,1.9115497213608,2.07989743643513,0.066389610218923,-0.492774327648262,0.731652891059068,-0.764174149647365,-0.288840894823934,-0.399628987212026,1.56108388286961,-0.388750961789432,0.777750545926102,-0.317009261042484 -0.0507087067616401,0.927517088674193,-0.484405367171231,1.31616533577954,-0.0532691518552673,0.0564197030915712,0.57393270803647,0.0752743472000303,-1.13285424476727,1.32527047583847,-0.472102253984891,-1.05057019828506,-1.19766750819074,-0.872756359883417,0.546180844732896,2.48638927931025,-0.337847624500793,-0.226558875984546,-1.70691144451723,0.509358228894422,-0.949897232691995 --0.203648945627213,1.09909942526822,-0.877311607752378,0.490394117326589,0.285421555104714,1.47000005241157,-0.493381829493556,-0.415353296586297,0.0197937266522984,0.597286588105865,-0.298118685710811,0.271894356051998,2.10164047080902,-0.461371143102654,-0.346173257866667,1.89528777506093,-0.297297554508207,-0.844454929819277,0.440305099271595,-1.06335330742436,-1.92341865775981 --12.393066445435,-1.63868046662966,-1.09854003853169,-1.0423665846105,-0.321122013492276,0.0529177738240644,-0.0504805690444415,-0.443449899572511,-1.92115212594009,0.219517401994924,0.850287997159955,0.337868683418229,0.0684415711139871,-1.11412384443267,-1.63820746397408,-0.466524738143977,1.69142007469032,-1.31704339057686,-1.85919966437946,-1.4615964987567,0.620849257649662 --4.70456003529332,-0.744959284387817,0.444816195226566,-0.0195804040532834,-0.803274148746782,0.722920659364903,-0.0287158385883561,0.0337675677714492,0.314132865250848,-2.22143511319314,-2.36914068360013,0.889258289066224,0.46284390693179,-2.05530344512917,0.327271548376845,-2.03530145351599,-0.0755004458396696,-0.256789412797555,-0.862202993045509,2.02077495547687,1.499644315184 -8.11873824110812,-0.15193256985916,0.55186690281528,-0.113042888848389,-0.557699551474435,1.98471659753513,0.492678116780135,1.63254290552547,-0.913110894140564,2.00231901623934,0.569401492285319,-0.0453425446948987,1.37311347096476,0.909983561410517,-1.0362954204692,0.647156446209894,-0.797928549884576,1.40152848345684,0.893425458422056,-1.00525411061646,-0.0167740822060009 -2.78531223859505,1.86108499327601,1.40865727040201,-1.33097169776108,-0.690373799955774,0.554339344448833,1.76723589952354,-0.671736844513358,0.13566468322485,0.783606669623953,0.967260128409192,1.6433081663294,0.0501100148204743,-0.831622299820075,-1.00393069161461,-0.0188455588506864,0.979348645116952,-0.139463697172533,-0.283700296267957,-0.15298996609543,-0.535896787197306 -5.59755662056636,-0.602160257021633,-0.996983959171703,-0.0481679703231584,-0.158907451542329,1.61128639633829,0.456300390766958,0.271892844086628,0.388149837814629,0.967220017470804,-0.170395142440781,-0.158050212521316,1.74998256190381,0.906571316129251,-0.985656029690964,1.58199421075778,-0.393619188354302,-0.262925587286098,0.75858810420829,1.68994363450048,-0.549883667783421 --2.96030685984818,-0.841702735616271,-0.547436503332148,-0.828177144256361,-1.09807854199503,-0.490105967948087,-0.512988013697478,0.0525642416032554,0.386134386192662,-0.446479036141802,1.49964667722502,-0.939715435293276,-0.467373969039559,1.2078157187145,0.25173192303774,-0.67789993295102,-0.274788493470691,-0.895861729248301,1.36113385778791,0.479818374866658,-0.0978166035268368 -3.70269109893676,2.36574305722984,1.11535620780497,-0.577982347364694,-0.24973591359209,0.680133334661009,1.69679078761897,-0.582156580514831,-0.108176592315396,0.117604066555394,0.818707311643498,-0.820127935217719,-1.5780678010613,1.33179551294693,1.600899904776,0.587834704656743,-1.13720592329025,-1.42422130830484,0.0261575815177492,0.386698608826202,-1.48895512371945 -6.39242318592438,0.0156546548224525,0.916217572507689,2.25562112654996,0.890426500520428,2.47284099646308,-1.72609497854488,-0.82139644979988,0.149595338342102,-0.254018851239434,-0.82405686307093,-0.754749568456953,-0.0626938334465924,-1.03719958167846,0.0212356142260673,0.0740738498925236,0.886302238824883,0.65164103048815,2.35269113543813,1.41081332939167,-0.480596123326223 -2.11473555278909,0.0434204020906002,1.65976572396753,0.522155122681857,0.346041281612297,-0.228946956740195,-0.597844650955975,0.489525010000009,0.904878730785038,1.12757626442267,-1.47961003372799,-1.68653651803249,1.32302058330986,-0.24267041444317,1.4991979730306,-1.87837964374421,-1.08225956535234,0.544696017413768,0.752998516900762,-0.121196884685676,0.119409916933925 -2.40860438801475,-0.777830666929181,0.0520693375933885,1.27727970320384,-0.148907588594691,1.55338786443828,-1.09946388900281,-0.0495076861396249,-0.51156535646307,-0.194474311635742,-0.606907182233537,2.21719174367045,1.65956204947583,-2.94457170743657,0.829527314853081,0.538463746250432,-0.92881426432966,0.106087034275181,0.519208745084143,-0.452422695144116,0.442199494488184 -3.29307169860495,0.935071125608459,0.796953990476389,-1.19984789730678,-0.811244732953381,-1.18458160495812,0.280821028840943,0.439732321592312,-1.3638982652732,0.510545567802296,1.38846701783226,1.50045448284306,0.537351575483438,1.21099176073929,-0.463653367848254,-0.635275924345717,-0.255103919450955,0.196202357893896,1.83186453002185,-0.836111212238883,0.0312855805548189 -0.454282316757841,1.43277370156086,-2.30979117982568,1.56246520063692,-0.702086302847898,-1.27291859578073,-0.726067992375416,1.77342880033872,-0.163771949605804,0.41910924562482,0.432570069448331,1.23012995328775,0.81538126410416,1.11684291828645,0.239541791931867,0.287775795287757,-1.53670700417282,-0.970061431595494,0.197193995766397,0.0488418898598882,-1.27362415064042 -1.08453267226659,-1.1747429871594,-0.0871935098304704,-0.278376176152823,-0.95074555007409,1.25809424259436,-0.398874662833421,-0.550046903503072,-0.46797417945675,0.589939082414826,0.0301593889272772,0.715394944438774,0.671697392177953,0.803966737117224,0.199847445024605,2.0057176320273,-0.680616058036137,2.03333891939568,1.82373997556884,-2.27078762298858,-1.6357384533592 -4.53709841308287,0.148893064085166,1.27693892830223,-0.538089483156313,1.48053648005771,0.763367036498008,1.14883511743424,-0.609967901859835,0.906868856716324,0.793062282788358,0.879245065923511,-0.383700615968571,0.543296161937282,-0.237349621994406,-0.22924046953104,-0.601315251129266,-0.210686740772153,0.0886912314555104,-0.233799703303908,-0.810793596891767,-0.324021515801562 --4.11415124124331,0.804843297001367,-1.41166389658135,-0.444864562337622,1.37403911449763,-0.470721633978356,-1.01002696532889,-0.747152227404356,-1.30654571275177,0.233808133004912,0.0520787483614757,0.388296989058163,-0.329772151172885,0.396135698478599,-1.54347943655413,1.19761072138931,0.777147347351655,-1.27133961500513,-0.418282583926521,0.363691934986829,0.00542673714719228 -0.0518691405889988,1.14203909455577,1.36206995155282,-0.767158143972958,1.8250414687977,0.151139201073478,0.688269648143979,-0.0953097825680088,-0.490070074123831,-0.0556292457227411,-0.340038967842384,-1.90860314599236,0.235097849204205,0.473760566687591,1.19167625645798,-1.51792514085869,0.679418503295002,-0.969629249930105,-0.967345264758306,0.371525290579476,0.482223317813723 -5.83082721536861,-0.509617443082766,-0.378809750705903,-1.75931191644185,-0.753949128258373,0.350120326906163,0.728778662633556,-0.243975798017272,0.405128411600779,-0.0564300157618253,-0.336283404866205,1.19221434865717,0.221367075499732,0.271347348559586,1.42091811896754,0.656665033731565,0.106943734530819,1.41482167190141,2.10896759177211,0.900817521608445,0.249036509339465 --2.14476607821794,-2.5762271577237,1.109425977144,-0.416540511683284,0.252250792305845,-0.48750135853402,-0.387347027599091,1.85829001443036,0.173678113563948,0.785860258777468,-0.259530114327849,1.00683982807681,-2.61991333957688,1.55607250544551,-0.518627404271586,2.73091359864071,-1.28209679262532,-1.12893488296878,1.23183620009528,0.27386636547744,-0.444944112284915 --5.13146642757639,-0.190954440812338,2.31829901992172,-0.409277097202711,0.768500849394673,-0.240354547246226,-0.496383367147589,-1.3202801944751,1.07341616281109,-1.85821486081636,-2.21248163852611,0.389705292552639,-1.23343157739211,-0.0726646314897345,-1.17753534331859,-0.524427855476346,0.705198940641995,-0.476341846127084,0.471545808490887,-0.348744766564856,-0.798367330327891 --2.80450037303828,0.338703481711211,0.413883243266153,-0.445009136961428,0.842262359276046,-0.507579368033535,0.520732465099565,-0.714896698103129,-0.770139187221818,-0.872841406586383,-1.52928050535252,0.283049291199468,1.00760409865328,-1.15757729876828,0.927688672727536,-0.881253115331486,-0.817988285303047,-0.176332381099058,0.240248690271508,1.97782517414753,-0.752627640438996 --0.995765361441498,0.806367553429533,0.46514898979697,-1.35244307453654,-0.0503435898949689,-0.879657558459521,0.234157548152205,-0.207156685804045,0.215329792960573,-0.958412162474321,-0.19894439818227,-0.272566536496273,-1.73021619176384,-0.99925254245252,1.36972623976765,0.251156626717372,1.18196675419771,-0.715650592058526,0.340358992871135,0.381088621186978,0.270017708410054 --8.74553898992177,-1.48247701908601,1.20670551445586,0.0471417704716041,-2.66605004848981,-0.765288278618664,-0.231473921791447,-1.06210957367353,0.934231670964904,-2.34021636164509,-1.42704183343791,0.391469117731572,0.677722474319817,1.16145936283692,0.315787624885587,-1.27514913193116,-0.921406340883387,-0.244356799380531,-1.35631716220576,0.404950842169603,-0.00966394687435303 --5.49294021597093,-0.543070180552932,0.964543445723951,-0.372617514830748,-1.48551446242042,0.208922338903249,1.20950985740113,-1.1348983776165,-2.11995276030861,0.941966263955739,-0.492304559978616,0.10041424970412,-0.365322327631312,-1.41130421052263,-0.583411682847864,-0.870723394833117,0.647064502900568,-1.1503963491197,-0.718514697511718,0.882295801839436,0.475857026395944 --0.278548699572474,-0.374702899273723,-1.57810021175582,-0.604954044240995,1.27674567503221,0.648311577042592,-0.69534732881468,-0.318828794132517,-0.873925796734669,0.408715171177652,-0.321920929360952,-0.787713540812573,2.67482250518989,1.58578194155265,-1.28056214906744,-1.6008676338924,0.110738170692171,-1.41601751233119,1.2102801750994,0.0392024066664525,1.63765478096287 -1.16687287185381,-0.512093711874091,1.29216182492947,-1.34425532952334,-1.02145373982935,0.858804750758611,0.45533136142895,1.52991560922657,-1.22669336462007,-1.74026698233652,-0.297823064862967,2.94587510498851,0.876664026851306,0.145375674392754,-0.103140608521733,-0.102678155444429,1.91204292363573,-0.998883436795925,-0.0333450111943078,-0.190602767932267,-1.09651723729607 -0.992098650139175,1.09805536313372,0.767969519976626,1.62617642973537,-1.17625538914098,1.72896779455503,-0.266729025333967,1.49856023085639,-0.728941214687386,-2.14120478321589,-1.80934128293361,0.40990691548359,-1.19750235036106,-0.420164154233956,1.68128949035211,0.195516498323171,-1.07170050058357,-1.505938296467,-0.175567878532423,2.0362589829609,0.452255072341594 --11.4417261386029,-1.31666815566835,-0.802448013583639,-0.508004806450357,-0.638600159639003,-0.69972818799148,-2.13657710353682,1.63368206996653,-0.0315250605279899,-0.739725089059898,0.549765430791575,-1.49210503388505,0.0923391821215817,1.24212342271849,-0.485377275241126,-1.61339685494489,0.145897864288465,-0.243645688877587,-1.41180953073539,-0.737206229844043,-1.95316844258288 --3.01226692169783,-0.650315638291006,1.1963867831704,-0.36740734197786,-0.575171536398087,0.925307201181653,-2.01815275545015,-0.767467725858254,-2.33075854740114,1.21759380200089,-0.301064718632204,0.451586081695056,1.00519403200103,-0.620029384367465,1.03933111672599,1.25486849035133,-0.0148690996511201,-0.932275995879519,-0.678078954604982,-1.76901291132881,0.362965623521161 -3.32615065132915,-1.18611492926389,-0.548838209545469,1.59157148886527,-1.20569643776383,1.05775252688775,0.446018864017799,-0.795083681169942,2.20600061148624,-0.888126073023309,1.41294788278324,-0.174609688744401,-0.64574251984972,-0.325915590928937,-0.174361119091107,-1.62496281580651,-0.234551757398343,1.32060663204543,-0.280850365685064,0.656608303953606,0.422809703991453 --10.4796270791022,-1.47956391607176,-3.18745410625689,-0.894672333248511,-0.695358546237554,1.00885839376553,0.504486648875944,0.922083276690221,-1.99596533773689,-2.2373435334131,-0.0239824793479795,0.42092439842044,-0.227787467131074,0.164446887414039,0.495899066440895,-1.11068802876519,0.431271613640975,-0.988989272441468,-1.02645458095511,-0.058746305650655,-0.136499832268637 -4.1018810583298,1.08191079093124,1.0141782673535,0.0926415932145496,-0.465219161257698,1.09444490103656,-0.635862460291514,-0.755746644105122,0.446647027539653,-0.232845356540778,1.14299193977297,1.19445612064085,0.448291402760316,-1.77612178070324,1.0338970808488,1.43318698795723,-0.661248729736377,-0.619478380655066,1.57867153842816,0.0983571421521601,-0.667291254323748 -0.777622625428966,-0.591173116673932,0.259014490014888,2.6592943425762,-1.09918567196284,0.116918640071598,-0.479682019606674,0.493294201053639,0.327251120766322,2.24706254397519,-0.548834336286998,-1.21466464806963,-0.415141574748401,0.861945331096977,0.574159747976684,-0.0636850664766381,-0.227546743861155,-1.05594014306433,-0.823002794123103,0.549622428709436,-0.335537987993891 -10.776949074869,0.340662687178802,0.438767652215934,0.917037807208222,0.929213397055637,-0.177475824808451,0.583818335739688,0.591238592990347,0.940276779024883,1.50429996161026,0.473955209669724,-0.235619057009147,-0.256648595383476,1.65058262226039,-1.22110979457485,-0.910118808032127,1.77993090760277,1.45161249938498,0.765046476387043,0.705174678316375,0.618577750743293 --6.31739414241414,-1.02475513811123,-0.806703248964441,-0.0380267359745047,-0.078707184078982,-1.06710693076553,-0.0786606831235451,-1.27796356425138,-0.886421981556538,0.747838016720706,1.89540770464983,0.0387482382683086,-0.179708987485299,-0.597733376408422,-1.53619800869606,0.906343298527823,1.5541123361511,-0.0509679793192856,-0.666942357992859,-2.00294896195187,-0.455347535392332 --1.86451989642385,1.25405185800892,-1.25870943174829,-0.275467523540282,0.999459884599188,-0.658041418754702,0.376698249399888,0.390813704316678,-1.46602593384453,0.15725529765396,0.307346373391573,1.10103002892865,-1.15203513459607,1.74296003771268,0.0249720278366264,-0.497549540973391,-1.08229256626544,-0.874023630231028,0.0542209406138241,1.0407994164621,-2.11413344472901 --1.18610674293954,-2.08313443750359,0.192116623083793,-1.1152542324185,0.311718754946469,0.23474769044974,0.102983441087231,2.60238250429866,-0.0205431455405052,-0.740959728736848,0.420804950850308,-0.658208137392384,-2.179371997553,2.64795544897721,-0.440925959310315,-0.612156952970578,-0.538225812925235,0.254897480460582,1.87984249523112,-0.0955164300973876,-1.09202663312072 --4.01090309800906,0.235748419751775,1.40240528048147,-0.975296255573608,-0.155426015056014,1.24559685931782,-1.17316180352453,-0.26687241788023,-1.4671220715727,-0.328702460446032,-1.75898231329278,0.362805712874197,1.70046929244365,-3.20899630344507,1.01535002971896,0.153313196876985,1.23298521504457,-0.383189101177795,-1.11779208176152,0.144397581285575,-0.361970711451629 --2.54380220336394,-0.512524115818692,-1.3306904693856,-0.0952543037282831,-0.0447968113592608,1.87214000564457,-0.393428799258407,0.723766524099786,-0.203109608844008,-0.838715891896535,0.128729931686863,0.635243307771862,-0.295806559778486,-0.409887460007996,-0.779939919071713,-0.0742474340674228,-0.19628942392871,0.593261701938524,0.199604172769321,0.0299391161326101,0.126183785213375 --4.11922044220933,0.676571751907639,0.0543554273073741,0.400727948523649,-1.04203527414475,0.13607283653328,-0.230160263408752,0.221525385175477,-0.967946794123692,-1.09184265670864,2.28579687190597,-1.008049721587,-0.199652053046308,0.0112405724781766,-1.35828047473212,0.0647365027744582,-1.18949676520669,-0.116291703173857,0.107470145660179,-1.30747577999302,1.17253742243813 --5.81502023127552,-1.09750025331333,-1.91596221186282,0.899421138588934,-1.33435607754258,0.299138876561715,0.178033123554099,0.542912277119339,0.658060420612315,-1.55851488114164,0.773937723637014,-1.42422825742418,-0.570371352355941,-0.0661711389312484,0.433414183032691,0.328139318018194,1.60065094303818,-1.06656442452475,1.25092013650644,-1.58078194748656,-1.68683174686648 -2.35068815405053,1.10233898465864,-0.585516316617099,1.21727731383421,-0.549328089789047,0.0177459816338444,-0.502550187412848,0.866099104787663,-2.18417867825801,-0.289004805300978,0.713952389744002,0.322621200471662,0.814191719123734,-0.0449763163791639,1.84370777368421,0.799757817275575,-1.49126443325887,-0.361518482992925,-0.644863861149567,-0.0461708971815641,0.421392205592589 --1.62353397584409,-0.848894703533875,-0.382033483868596,-1.77375281639617,-0.572333415634599,-0.824021286802881,0.132019458392447,0.0493148693417833,-0.457628990692792,-3.07183649300314,-0.507211938174844,0.805556889755458,2.0598640107379,-0.792038921556204,1.02758681189872,0.43397222478221,0.292677125361826,1.16796520347141,0.863667226865832,-0.647979973557121,1.14083204516388 --6.8407907327961,-1.11851003547539,-0.3247768126385,0.402321877327229,-1.32069422513237,0.220944421341771,-0.260157228232095,0.237360527145263,-0.68085752981512,-1.02955610853837,0.00435698711692118,-0.719234411838176,-0.180487857152119,-0.721707421585351,-1.98294635719867,0.177016278361682,0.335834636618198,1.40453512704952,-0.299982084108311,0.837202013064874,-0.961495271481888 --6.08093050214851,0.802760268421125,0.584716301117073,-0.987819149324666,0.396662470970625,-0.107244442781889,-1.26454762582587,-1.69792012152237,-1.17697975561647,0.477579016564404,-1.07893870285414,-0.946586198832831,-0.779818053040067,1.94694057129217,-0.390387820926919,1.36842740952694,-1.4881731675783,-1.40564803431265,-0.760579636198522,0.506573647230474,-1.32654059200242 -5.11845857974083,1.08186088473126,-0.139267245742738,0.461654054219215,1.19388455081575,0.077463048293136,-2.30082254020833,0.0479960768443044,-0.154570350708415,-0.347649860978769,0.176712864384747,0.470449688161435,0.151374499412399,0.917695685740171,1.05711463891035,1.01796526071948,-0.424642639049231,0.921832369757172,0.071250206541829,0.3562113692927,0.593090829520165 --0.00118511325651172,0.390339232812232,-0.124340312331545,-0.735422674366625,0.270263032458255,0.618352183459065,-0.938616687145544,0.169228893971012,0.19643170655643,-0.396969958541654,0.0151115589937258,-0.879337836132568,0.0571954531202484,-0.551889861283023,0.51629387377767,0.734274214471659,-0.666341434597219,1.06823750835705,0.647930028924738,-1.23812563570925,0.241874204164095 -5.92212374453253,-0.459305890939547,-0.873434987089974,-0.128369629871145,1.74600441686764,-0.851809776908422,-1.06107042290887,2.3962763015696,0.647510792838176,-0.0157361322595843,1.28426850973771,0.769733550044139,0.308024166363656,-1.7697822378637,0.197095146476414,-0.300239758361276,1.22819769779775,-0.975101535917816,1.02692972837586,2.28176156301869,1.88230176296265 --6.33215739173005,-0.207593630941905,-0.428359839941349,-0.262176446299043,0.281343545511219,0.0891757440623027,-1.15105617075745,-0.674080738249733,-1.02428929339934,0.214114878607958,-1.01827787107527,0.42312727242378,0.615009983880507,0.912055520770672,-1.7812170210295,1.42748199292069,0.959959529246913,-0.808456004040038,-1.47561015882627,0.643828062192144,-1.64012028646634 -6.09346840360948,-0.170783129408863,-0.176085913045456,-0.319829521029771,1.66836497330253,1.25199715894657,1.77175752044869,0.160801127421761,1.44888437062036,0.0181469514097727,-2.1665457362948,0.758178227265376,0.22216329516658,1.75144515173852,-0.00582599709165427,0.768381436374017,-3.04103042572272,-0.555375319968721,1.88788533189255,1.08108586213016,-0.322929814196144 --4.41536951084472,-1.4736378165035,-1.55906060628468,-0.458944935960204,-0.0780861468551363,0.0600340990220118,-1.57859698599,-0.559523670120217,0.365393601107554,-0.810852007951457,0.184078054367734,0.671959185099912,-0.98936995076542,0.518617204308126,-0.642400750468525,-0.321485571266508,-0.561793423458225,0.742655778582966,0.25194783170011,-0.53148681308077,1.0770340587453 --2.74265564392519,0.107621495179303,-1.56130436535233,-0.472800896642905,-0.695702280444691,-0.514554169810614,0.459306892064112,-0.141600867713347,1.39851389791912,-0.257222054319075,-0.197904610152796,-0.41688895654264,0.482306509891277,-1.86964310604739,-1.22730574423185,-0.522008066931867,1.28987232606022,-0.409439076775001,0.487259507694642,1.1913829644049,1.1185465846581 -4.90612562621944,0.137484512996541,1.22161224962571,-0.456928246747068,0.541798253084536,1.42269945877285,-0.529483961084079,0.0557323069188082,-0.993360297183296,-0.0186469368625653,0.509495458448599,-0.900424658402257,1.05455850947311,-0.848748594569405,2.63981824101241,-0.0872586346964925,0.975864600377762,0.0828129548189088,-0.800112151328212,0.731761551464414,1.10617533697127 -4.98984251066245,-0.673787163852309,-0.444704753893242,1.5713930778629,1.56665732380015,-0.701234854497974,-1.8425901553918,0.374424455627773,-0.102453474311519,-1.35571508629342,-0.503950411435903,0.335691532860703,0.489744304353723,0.530308945950033,1.59771287056441,0.83725366078259,1.53865827448161,-1.30575993978018,-0.0304065963417934,1.66027913809167,0.119687582431842 --7.61087322908068,-1.14231038602642,-1.00968537305694,-0.518807649958344,0.0426823337476951,-1.17515478994945,0.600018244985549,-0.372517177414408,-2.87761245935365,0.216063343497522,0.321575784739548,0.882643596135842,-0.535180031701615,-0.235027617993965,0.311863186273675,0.408757395131366,0.789193584626826,0.356788987634608,-0.217407994045276,-1.46925565728864,-1.61657977412446 --0.0206799519334132,1.1754606600102,-1.18377431871753,-0.258224582043692,0.781024952888223,0.205541136798023,0.0685482292973935,-0.0875543170712621,-0.335935826107721,-1.36674453801085,2.17044059466469,-0.659695966905567,-1.64241298061007,0.593449786700317,0.376436291047287,-0.599041314669674,-0.266866632773206,1.06662257100484,-1.51643611742857,0.274893951932857,0.258806565995265 --3.48143050949431,-0.474145647545484,-1.18761256594992,-0.892013600373237,-1.23596372348383,1.05483856208029,0.497036815587226,0.408223094021133,1.71578536835576,0.0756168076038339,0.662102662848594,0.410756001060001,-0.272888866254889,-0.815577234793506,-0.558074451599163,1.41437707600439,1.57945251569848,-1.71634826000644,0.01955246519528,-0.909216395030576,-2.53593334644089 -5.4700048902226,1.64430851265484,1.07326801375417,0.050426250783166,-0.0860084205030063,-1.05397791793313,-0.51508169278623,0.918253908150997,0.00859242423201439,1.3164550153118,-1.27014901954615,0.433420783727995,-0.515708429554073,-0.859854140362064,0.434444906571574,0.845911455025701,0.284031956962848,0.165305060864598,0.0780816740913762,-0.504003638471019,1.3601071078912 --2.19558770431381,-0.328453640134614,-0.961725531205354,-0.22592228434194,-0.578270905517287,-1.3970987965825,-0.477009302452377,-2.18640614157521,0.994760766100325,0.303318039540695,1.60703987951336,0.0391406488722318,1.66294504581752,-0.743523396106171,-0.0376690162911271,-0.509642750332487,-0.569907616136164,1.3141798977662,-0.38631717065154,0.842800487195061,0.298576904110299 --0.605405064808145,0.152922121516819,0.968151354665387,-1.7888413241857,1.12963154465282,-0.68272503611554,-0.275773202265905,0.828491649004108,0.375900992639185,0.0411376533445634,1.55850887149012,-1.05675448723104,-0.439876379758065,0.462919337166793,0.515109078462241,-1.27295703568426,0.424332595846968,-1.09415110197114,-1.3340665210715,0.472165378977742,0.0272821521658532 -2.61846543082832,0.755027420977342,1.55173991775031,-0.268703999046907,-0.227368237976375,0.376573532007364,-0.724084385170186,-0.810124058790705,0.945708868484161,0.303714466698632,1.30825628315361,0.117917548224734,-0.0786262587987917,-1.40982975531298,-0.867777572658059,-0.499814313116713,-0.173990455432934,1.73729206502147,1.48741100481046,-2.21192182564455,1.33302417300192 -6.13133868936193,0.929276730093405,-0.0592215633101354,-1.1185485914317,1.50893050590455,-0.281923895086115,0.391799396673374,-1.04659831975607,1.97010831742143,-0.365103554116428,0.700860138453129,-0.153261302342056,0.649067327645904,0.709476571036185,1.5126478378221,0.596713406674096,-0.0821326011804411,-1.24047270627193,0.0921422700657274,-0.318260848705759,0.644967495143859 --0.00681276582013335,1.19074860224184,-0.995965876192716,-0.440821319114362,1.06366760327709,0.22666517242885,0.0538557553003698,-0.81442037023141,-1.32293795549608,-0.197557583556882,-0.0681561482893383,0.0147935153425554,0.354284137386897,0.805610995065922,0.322792264604865,0.973357979167614,-2.73319431689169,0.37856262263033,-0.439650904813517,0.979118348007653,1.42159774614396 --4.69003034413201,0.239200372055567,-0.0549265833423641,0.231174893542567,-3.31889359829399,0.544723241803907,-0.592596052927463,0.551047072109936,0.282249543454774,0.34548276176126,-0.48442441932052,1.09142392777892,-1.00814940852211,0.741470019048574,-1.70188474296196,0.600118513099798,-1.92544559650232,-0.39969444918991,0.270459596699815,0.951030250344187,0.53595861797697 --7.23387966354213,0.66050921539078,0.538330954979071,-0.787865694689195,1.1826595987941,-2.17891996680294,-0.881630624955121,-1.01679311369566,-0.183506189149146,-0.506915330080958,-0.761554734430513,0.999435204871631,-0.0654774854564016,0.375494943470676,-0.312132708569059,-1.09621624251771,-0.000872556088221136,-0.320254570251785,-1.21382840910034,-1.09336900013644,0.0821923812465119 -2.211677582685,1.43995048070758,-0.399376548707325,-2.30359937525009,-1.54706005260441,-0.436573449101009,-0.169188573442442,0.517250501612605,-1.67735745734615,1.16743563263015,1.20864072548836,0.667159061044582,0.0102006960669937,-1.53953725016155,1.57992965643289,-0.259673056378907,1.12166982553363,0.515684056270301,1.47136625974707,1.98806996088471,-0.655490915813588 --0.854215097393292,0.354764205838731,-2.07559608099911,-0.383812518110676,1.48577354257311,-0.515729164138964,1.50011659638401,-0.762756760172281,0.885089527960615,-0.158291081338759,-2.60905910588346,-0.866823302084306,1.27172837317463,0.953093870874416,0.52019649792017,-0.66426583953958,0.132325114282527,1.31259086860867,-0.529988323797935,0.829932174661536,0.370214412600607 -5.72586660728705,1.5186550464595,-0.582301062283838,-0.60529982212598,0.4643128075729,1.52570304327281,0.168070630929175,1.25665780458242,0.597497984916008,-0.439964038527385,-1.40479607607637,0.375400433496349,-0.0695533560000293,1.10400991630466,-1.41730701528928,0.283119450965364,1.10053447116836,-0.232003678743739,1.19677564393347,-0.211431102191924,1.12977011795608 -2.36819828702678,0.300808794696801,0.0936407273354376,0.525742988158466,-1.24143857914674,1.38468771888953,-0.106306754842283,-0.854001426206876,-0.451974768887116,-0.40998298529456,2.43715845588999,-0.0332803337098436,0.439162620143479,0.47334184184036,1.09464848865767,0.00430612118184132,0.467723000522408,0.237584157194616,-0.508756020670552,-1.74861152046411,-1.69579792729383 -2.57338649045233,-0.930108582778496,1.18144765084673,-0.0628049756901449,-0.353125335595316,0.351183299373633,0.330307806725982,0.722420257410556,-0.990501263469281,-1.01388697652717,-0.422521318069734,0.394113369311932,-0.724253788310314,0.560888563434812,-1.13508533233518,0.772105541811765,1.46164349598314,0.0490232151155861,0.59351862367498,-0.723966508884344,1.12424326074609 --1.18328345146922,0.558514398907142,-1.10877113625391,0.196286344577106,1.83203359231824,-0.654962842589247,0.146150539578501,-0.333941629788964,1.07632763517996,-0.0645382808308758,-0.794607455087435,-0.804931488028025,0.034772643541877,-1.01887085188294,-1.42664603825817,1.17730305524153,0.444455092220192,-0.0398244971427698,0.550111888047066,-0.143697697899405,-0.877858309167571 --4.65022114946116,-1.49811321528191,-0.15095989021214,0.596951125281842,1.20645002261013,-0.25353537001059,-1.28373448424907,-2.01408226563461,-0.456729642043916,-1.42473091400087,0.240064089894941,-0.535602453966791,0.398910765217114,0.39117089676405,-1.07018550910902,0.112911777557586,0.459219769432434,0.599680258680032,0.933871424695039,-0.38584095371855,0.737431253584985 -7.04217341250616,0.511231407789783,0.673060637601006,-0.451460857896568,-1.68570806312527,-0.44635372199084,-0.0344688385455349,1.01459616286961,-0.145921365895599,-0.0695705924503491,-0.488337950260021,2.4969731077875,0.300009200307531,0.620185080234549,0.714861431173394,-1.5886706479622,1.18704349930028,0.392400052065283,-0.581709024260792,0.924087591197325,1.43938765030562 -1.42164202111145,-1.20913130739052,-1.08574472790331,-0.777053188320769,-2.14142583346912,2.27429390449962,-0.378913906509085,-0.334379232943095,1.21379668598533,-0.757856185601829,0.242648405259981,0.282790207822272,1.96195431025628,0.683919025296567,0.178684368699846,2.81825748027358,1.29208923952741,0.274465946651751,-1.79375911332124,-0.00151228311671232,-0.868501592043026 -4.87645620354091,-0.326330444021678,0.0870402610420736,-1.25233375217491,1.53538389493611,-0.565535893118514,-0.726340486014805,-0.148781088854507,0.108590466972161,0.795426639466777,-0.266712789798145,0.307766948532217,0.82624670523066,0.442975929090604,0.144438191285904,1.77625974264875,0.377442372412821,-0.155217062857223,1.02492010835709,0.604304057101637,0.576484374450794 -6.54906709806959,0.677647757938583,0.909291099202433,0.407827305520917,-1.22624438766115,0.588285321617616,1.10714418959336,0.104877846607386,1.1524787585663,1.26330246974735,-0.213235270891702,1.95054139828842,1.82981500400231,-0.324152787984852,-0.000862127932829515,-0.0469816286782081,-1.33005124534717,-0.571580893968684,0.165822863856785,0.911401802101475,-1.10108131683435 -0.315670651252365,-0.74756271994563,-0.16656566580353,-1.03766679846895,0.538314273276575,-1.21280026432296,0.304896566520112,-0.147973998074511,1.07254542848796,0.765271852381173,1.10286361214838,0.312021125756915,-2.01794452541854,0.413584193671276,-0.58097463946524,-0.425016855433061,0.586192537218312,0.0672354119232453,-0.254760901533126,0.641761843055326,0.127231291293644 --3.74505216691392,-1.45437734874431,-1.44175727496863,0.750100675065378,-2.22578230246752,0.589238739132808,0.812707093466399,-1.29731369432698,-0.113465853111589,1.35990048874676,-0.461745076196324,-1.56476985106995,0.66892509421447,-0.0238449492981661,-0.724005175168833,0.491194059551789,-1.01187701466836,0.741062330875376,1.83957904620183,-0.902528092205556,-0.159658233006113 --0.46913494863486,-0.100831137747452,-0.0402532880004075,-0.120714512791671,-0.170825512777376,0.358703704025921,-0.259659488494569,0.108992375778137,0.399443098498117,0.0449630385238019,-0.532016801154836,-0.597272124845552,-0.727041252896954,-0.102878644803737,-1.20700914620717,0.383966036672774,2.096672700494,-1.51822790919202,0.331860641132657,1.17621426197384,0.521191305554209 -4.92005194480008,-0.595800384567101,-0.758419863113945,-1.39996654505748,-1.6644912058847,0.468468273322402,-2.45444306464879,2.57607702985038,-0.234242884207002,0.199812906926593,-0.457047213321058,0.768410066051458,0.874135369146174,2.56497043500006,2.53328078923182,-1.14596269057641,0.0514647946638214,-0.422220417503944,0.306809122241227,0.597633424686722,3.45444052020106 --5.3104474212717,1.14146594592869,-0.661005801910661,0.681049999237079,-1.71309367934669,-0.144306643075947,-1.01158951094988,-0.202032578439652,0.529288183809229,-0.259606019246698,0.430155051097905,-1.46399778138671,2.04836191195771,-1.16789005551314,-2.12124202076285,-0.68433040163353,0.00554266913863005,0.199349710156096,-0.0262290121557965,0.31122371157613,-1.46064203110967 -4.40358829790967,-1.09789470959784,-0.877790181658959,1.81171205316385,-0.320180920326753,-0.418188571658458,1.14773605214586,-1.40750545478322,0.260416773187955,-0.172555831492582,-0.464284712289306,0.97933466627667,0.0931391153933554,-1.62549802745899,0.313461384116449,-0.237250215985009,1.5716143656412,2.12935846748712,0.714095014989288,1.11571172624735,0.900749918424033 -6.26635049048426,-1.40252934910498,0.739785654860397,0.453123641763337,0.000159738679825974,1.40572976608178,-1.18432685604541,-1.74083544248076,0.402066569805428,-0.278707571644335,1.09745285398564,-0.45891714551104,0.487109401406971,0.201432196054812,2.03494889189333,1.14271505915216,1.53784934801248,0.445002622709004,1.74217137531766,-0.586514920863975,0.166269091325397 --2.11532703651785,-0.759404372624735,-1.52647711837621,0.444101869300736,1.26173659844163,-1.23136125850333,-1.55111285282258,-0.428609611136426,-0.14822869513723,0.975690968198571,0.0186825893667511,0.333479272457972,0.254462051253155,-1.40958857231956,0.401959690479132,1.00969802108924,0.681113777556866,0.955890737304458,-0.866634317768116,0.119529112988022,0.382972575869441 --10.2105549555509,1.43397995805731,0.0245676117851071,-0.281904904901593,-1.40017095592332,0.368248254601524,0.544057957880745,-0.941261451821472,1.46513169957449,-0.40997111594517,-1.38628390228599,-1.85151002049815,-0.981073850320765,-2.30117841114241,-1.37219079574507,-1.06323372572739,-0.197879267754998,-0.515160803801481,-0.507456473966548,0.0392118348967475,-2.39868598223391 --1.73403314076029,0.863645243166186,-0.134547179965895,0.522529531975695,0.0112116686840085,0.347458596608817,-0.150057524590165,0.455027270658943,-2.71918532965071,-2.82432243386356,-0.231486787711899,-1.51007576580947,1.44105335349381,1.0050834188027,0.637896956577442,-1.30988645718495,1.10894543450438,0.846826166596531,-0.570278373097684,-0.225383032329111,0.452650075051236 --3.9754514349833,-0.739430466119299,-0.204139318633775,-0.797684776318815,0.855905876508497,0.46809309201557,-1.21820610055787,-0.180057955479055,1.76105591911392,-2.42080761923323,2.02425893442107,-1.85691152371484,-0.427266669703719,-1.31334552723239,1.67781984755017,0.586988670177204,0.0936413269816293,-0.712947962404156,-0.47233548108397,-2.04765180208028,0.199559330879895 -1.93040391716267,-1.54253033806852,0.79133194601272,-0.502312639110026,-0.20608970080189,0.366899904599649,0.232009577974503,-0.303384399356039,-0.0858515644622074,-0.693498853393165,1.55162715754519,-1.00792384343792,2.11751889492273,1.86402017322251,0.537595825561555,1.03144839762196,-0.493949786861924,-0.226879480390855,-0.0814028993296948,-0.521001259568407,0.17389682613878 --4.1532410193443,0.385154088763427,0.274823214601382,1.22506162219712,-0.350401578144634,0.398555036963807,2.16543656431337,0.256131300690348,-0.353522363593154,-0.904622683400793,-1.09800171996191,-1.05160673661486,-1.9537811502029,-0.257157499889681,0.225994090255809,0.24315716113249,-2.9125761388138,-0.411363141986213,0.244337713444924,0.737985491302725,-0.6405508018741 --3.45046760066908,-1.45447799438124,1.16184231558585,-0.236507833044853,0.857922339663904,0.336145972782786,1.25594210422327,-1.27265706496842,-1.15131547504768,0.616506400964191,-0.890925016992683,-0.50466420294562,-1.15796410220353,0.508246753115469,-1.81700153741933,1.02772672739911,0.638552596126127,1.66852386371782,-0.178967379304684,-0.956864703037808,-0.803508907804028 -6.24077838467201,-0.148862766336315,1.36069843870346,2.14710324114105,0.333967083706856,1.94181702553774,-0.989546473690328,0.845025232706374,1.91159398458361,-0.707107248012935,1.46918815958683,0.200584356326099,-1.17525145135493,-1.40792223786203,1.41531468964158,0.188942485310363,-1.32055777481174,0.568354623502616,0.84284712545894,0.197740397717122,-0.439530248186712 --9.00198519688682,-0.678642810181439,0.363001589351527,1.17979413612503,-1.74985469653168,-1.62666603988386,0.155026760856057,1.79262852719634,-1.62904173168044,0.205287606080815,-0.656802537800713,-1.81284788979284,-0.540502045870395,-2.2887992542718,-0.197597030994014,-0.288431343019277,-0.475303216843135,1.08395842365215,-1.76949358343548,0.317541931364632,-0.718102138893583 --0.514994169828611,-0.397664708626715,-1.12891445922085,0.202852202914003,-0.261525276121775,-0.525057496022352,0.663738226618376,0.802653247628062,0.180786027222905,1.34328051505303,-0.81155136517335,0.903895194715284,-1.63167256729933,-0.263347641175663,-1.32332165583296,1.3236000922556,-0.253461875968927,0.590002969158071,0.625481359556326,0.349265121649439,-0.761788939323249 -3.95222123527386,0.39858805009632,-1.34849170436553,-0.409102173942309,1.69904363246246,-0.495514473474292,0.0688950138803202,-0.535349237209459,0.455516598946888,0.137894815612004,0.687409904059553,0.449683214980683,0.194629350528209,-0.797112725183744,1.89939534177373,0.363247692510934,-0.963509727421168,0.914283950210585,-1.57714572914041,0.208297278123503,1.34388303778175 --2.87170953552619,0.603570937319009,-0.435712571107311,-0.751739165016568,-1.76282830715247,0.406353587857397,0.418623062530955,-0.191445896186826,0.182746652381168,0.510112212580815,1.38469018904961,0.147982082963474,-0.614000337573137,-1.90459283811872,-1.4188855302817,-0.797583309864162,1.09550230438047,-1.02745893630707,-0.27725731287256,0.111224227211845,0.0461217027099869 -4.86273522643227,0.287900258992188,0.714564531933819,-0.295679986238717,2.12578144398374,-0.0373766081565096,-0.39190548640883,-0.986672168123039,-0.648254989642645,0.325302864860721,0.00885495076686408,0.0316813073378242,-0.586262130071014,1.79944559776049,1.23420527468777,0.362402558707805,-0.723150005296819,0.558321390530072,0.37618456869102,-0.0661261347761977,-0.0352798608618332 -1.98844459086429,-1.62233059342123,0.137808915586001,0.268400918195975,0.434848319515637,1.83419846978505,0.930390196284741,0.493877719770518,-0.359050632914719,-0.0147611881298997,-1.14953991564156,-0.520007771226119,0.497034834084361,-0.48879878201512,-0.888223193616045,-0.937212861449073,0.581285893176885,1.94384435382803,0.257565167281287,-1.12844624310448,2.19483617837865 --1.46136081298522,0.64338071097136,-1.83183162189442,0.0262646512811325,0.00141731893943215,-0.14905288358625,-0.394359314133528,-1.2459357067942,-0.615295167816443,0.129334822739011,0.335835530818464,0.682402102025868,-1.5767771827751,-0.286902654077057,1.18963134192346,0.572878615492576,0.617170554174864,1.33208514448343,-0.802436948233581,-0.479484148147036,1.48619181977287 --1.93279651160292,-0.377644232683814,0.212203427712339,0.115450806683073,-0.218075272800419,1.17664386013075,-0.675286516287588,1.63328116579273,0.422086289687221,-0.861208689612392,0.4151245285125,0.499498027884816,-0.46317342774135,-1.6600288094913,-1.09754100645683,0.557359909105879,0.0602169704981274,-0.908064102817926,0.255372532795177,0.0444930857374282,-0.0035101224128549 --5.76906520657794,1.11028033065504,0.0220390486711612,-1.03407636097847,-1.29794966957468,0.94246707360056,-0.256647928354173,-0.517172407064953,0.33324759075796,-0.391493440300871,0.0284903348123625,-1.5370774006704,0.545971417349084,0.552402124854437,-0.979262426137859,-1.62579125654633,0.0943636109993792,-1.08597734319049,-0.022746172922042,-0.11664575702123,-0.635926449266793 -11.8453083396616,0.386602714116006,1.85299636674974,1.13556599369167,2.25382599004416,0.70761573780185,0.408786314829549,2.00272702031802,-0.750178498163764,0.603270278216972,-1.28381106655423,2.79381064329835,0.295018776645931,0.324144542263455,0.189639620804419,0.482052183418825,0.353171859738853,0.932358219934665,0.374361920017606,-0.846888945827357,0.510318946381946 --0.899777417791841,-0.440231928875702,-1.45040943595314,-0.762373202967129,0.195053553236043,-0.204116788287906,-0.548269639945309,-0.479665397448136,0.16740438911361,0.180470443548565,-1.11008628570564,0.669657122470048,0.708869735800025,-0.694010326552288,-1.8220031516425,1.37460783473895,1.94119429876625,-0.0640309597237024,0.921445297158809,0.68908058725397,-0.269543246089815 --3.84322055425485,2.05035286816909,-1.67469745569549,1.01863681340633,-2.04074600197783,0.601237102781675,1.97034142013838,0.949626787051339,-1.07678691494665,-0.307894441201986,0.175713333154433,-0.330021917938616,-1.20426089838183,-0.120733632132021,-1.69499808124994,0.153445042822873,-1.46558184449979,-1.11511107449519,-0.0199594680694286,0.668047744356478,-1.8413513666136 -2.91374122086508,0.451474013284573,0.59603331732018,0.714604898906609,-0.438130289771379,-1.45504152875049,-0.178955818890631,1.27214384669161,-1.29605486437988,1.63972102746773,1.17299788674472,0.628793182824703,0.973004500958078,-0.753811629486801,0.366463981465451,-1.10895407644559,-0.189080931827191,-0.715156143338779,-0.173307491117111,-0.507862896606336,0.767388883642636 -2.74870339296084,-1.0423764803555,-0.296218937786126,-1.18902498410971,1.91525818999067,0.384073273380719,-1.62755049739975,1.21379961034809,1.04104213040909,0.887825972750916,-0.347621798219939,-0.223643501815124,0.0684709364877265,1.76143899694031,-0.766134175649497,-0.362996256920114,-0.88985823245162,0.0200666505890831,1.99646794804933,-0.551415366326298,0.348761087054306 --5.03539486473132,-0.0564132472169172,-0.692774223468793,-1.24760211844513,0.373512308707547,-0.134647999158164,0.170020480478154,0.0514427132770504,-0.23644190246882,-0.296405750017762,1.46010381282701,-0.129699101994748,-0.639592302565296,0.966059609074416,-0.620891983449819,-1.86110790575016,-0.27468242873223,0.36353471955311,-1.07466839164211,-0.214949703241582,0.0638961036125884 -10.31175509202,-1.00425497197486,1.93855655775273,-0.215292527500999,0.740831577263097,0.543558630199807,0.85080476311625,1.816154969157,0.849051732458358,0.413237936134643,-0.0264589386031671,0.817822590688378,1.2186297325167,0.500612106546999,-0.729920084856678,-0.815055056981325,0.530219049148194,0.0622192757904942,1.09743108191082,0.451813367463559,0.356018139032424 --1.01571723146383,-1.36563150780921,2.13896010477864,-0.0580257545388428,-0.555698305594416,0.392845513957808,1.84020016290222,0.660819311675355,-0.802229001640365,-1.04489610565084,-0.0382267753850814,-0.709204243514037,0.954120786855247,-0.144825326107697,-1.39261746204328,-0.597350124290999,-2.03810504654585,0.573250790146382,0.154979430574507,0.394082056489711,-0.144737435036706 --0.599053440847154,0.228899408758164,1.30784651705951,-0.734628981490628,-0.305031298089902,0.754440373146527,0.206292439819495,0.3525312798743,-0.826207876077629,-0.527807915704633,1.66607931784659,0.290989412972828,-0.329905338303768,-0.767652634023414,-1.13488403721223,0.361190049234236,1.38733262790146,-0.781692991734373,1.34215162268002,-0.212856096855921,-0.863435775171381 --2.59070393991811,0.246149747636898,0.955354917569875,-1.51596241398761,-1.44989194364993,0.490203957857688,-1.59978809806518,-1.22772365969281,-0.251127397180581,-0.211549385553334,0.998673235983001,-2.09307517955269,0.789322626082748,0.561355860689261,2.09053664396173,0.924116624830347,0.0517157876123287,0.937041083154272,-1.7745365702145,1.30913481454662,-1.95768536295346 -3.11115558745348,0.803665339724322,-0.413686249400507,-0.503718317035706,1.00089941232539,-1.03434579352389,-0.596349844455485,1.6562963008626,-0.606125686504359,0.32948208559472,0.0339130454338308,0.0470704148252596,-0.308388029939228,-1.2683959548298,-0.583339394472655,1.08248059429465,0.35612392055315,-0.283124135983964,1.22648767802241,1.31333454454196,0.49168563325108 -4.36522577161291,1.50801988356121,0.871273951548925,-0.787580283287573,0.199227510553785,1.26786174681939,-0.718080234977448,1.17148195798558,-0.638243677409052,1.3172214726029,0.33646111067444,-1.5821095078247,-1.13712432722982,0.299420635378887,-0.103023972573976,2.07993776486714,0.676395785741468,0.59373491846972,0.824748341610903,-0.500522276056728,-1.1424551774638 --3.03664756236974,0.427872152655371,-0.40574145158237,0.904975124152631,-1.62246069138034,0.474304152737864,-1.97266165022908,-1.17895337116432,0.251120850155927,-0.671765932594976,-0.642243029864793,0.321296803403996,0.435217635254063,-0.147864181942369,0.567977502191715,0.0552831167023237,0.0978778063906,2.19786338222462,-0.700790571234703,-1.46198687776854,-0.232934330835459 --7.05707379317337,0.00699768066188495,-0.875049727583207,1.3572381064558,0.210556917578194,-2.43708200034249,-0.526706440857193,-1.78776370362463,0.00973016054426729,-0.649999024595915,1.24992517370588,-0.933181112473772,0.295989914087176,-0.0501003476528355,-0.351236565229437,-0.46004213288897,-1.17062747317165,-1.07635489680817,1.93003451747278,-0.715105600356898,-0.84223772101313 -0.604422261901087,0.0868631829302779,-0.0575972004396899,-1.08197282031448,1.40517707427443,-0.417481097462623,-0.0809565407196548,0.551687122029303,3.00050164796133,0.159548219629931,1.13911373393658,1.42123350473554,0.0282930944512214,0.0761220505343337,-1.8666203710637,-0.192928355380596,-1.66469165300335,-0.857725149735653,0.64639314782932,-1.18940988976641,1.46569326652754 -16.2714389316334,0.865406708675207,-0.346956382702757,1.11503152535041,1.43719739270355,0.13535856221457,1.61514462492364,-0.353683747230081,-1.06448662479369,0.702335201570949,0.50949786522274,-0.606832177775965,2.53666782471321,0.12407823818705,1.05271518628749,2.03604614610382,1.02267315517934,1.11473507068419,2.15336010247166,1.33180015379442,1.34972499182948 --4.91089404419694,-0.969429687592011,0.374878211952819,0.800354659162589,-0.0238809036453185,0.310781469071612,-1.06946167509007,1.63192656033025,-0.481814301132754,0.912317360517874,0.8116566450979,-0.08120962086276,0.0607377666878991,-0.342297217784443,0.375874599526252,-0.918925238129418,-0.597217564711726,-1.28916550805484,-1.69203611601952,-1.14661533143524,-1.49092566905517 -0.201218304034178,-0.89643623676282,0.0148764690356374,-0.282803884659681,0.218086080658053,1.63590241331657,-0.594260252181767,-1.13236949886909,-0.273159177402078,0.53347999300325,-0.644138503597897,0.0279714153537719,-0.604414352193237,1.48082280472872,2.13790713630939,-2.89864878263924,0.285787701855062,1.06661604048775,-1.04512536470364,0.0466821017401782,0.964817259490714 --1.49033808682699,-1.01782117267064,-0.345221240627292,-1.10197982154816,-0.44007074449322,1.2822661522295,0.579957997088703,-0.400099142102336,-0.994118117950677,1.68313794296403,-1.33106114840828,0.394061319062124,1.08027161814968,0.0744342119254558,-1.10587154375088,-0.276949540346034,-0.168267983822925,0.95342780193331,-1.11204790610221,0.106125161234106,0.138256536485612 -5.99855857310483,0.920690312496319,1.0890597963697,-0.74867553216551,1.43505334123075,1.60826788707286,-0.235854637378598,0.0870507619870211,0.00345311525239663,1.70844717910172,-0.0629865088617809,0.132961781949586,0.977866459527109,2.15365219195036,-1.86632755528559,-0.574129459639944,-0.942088888434625,1.24736182089182,0.000682734257959561,-1.25751124873311,0.333816920026299 --1.32368370309875,0.685844421454579,0.212091929088872,-0.508792741644272,0.115371331145616,0.640924242672996,-0.848882795505722,0.581998356891909,-1.33368169283413,0.568960349462421,-0.234979113852874,-1.80443704659746,0.853450898494751,-0.848905291662545,0.129799284354705,0.276020117430755,0.239976842013404,1.08139091231154,-0.00949457890022224,1.03562598078387,-1.4501376318873 --0.118369909515625,-1.62631644203576,0.474356136578291,1.22304273384234,-1.37289992982344,0.532269343633548,-1.04718180196695,-1.80816191048198,0.217117214218765,0.923843788699111,0.370097932646751,0.59003919318675,-1.50213931427117,-0.518206256626756,2.10282137038399,-0.536897653362003,0.717169205440867,1.56810107144622,2.09519026396879,-1.06873401911187,0.297532546814103 -1.59864189736712,0.721700767688327,-0.491589913730625,0.38994557017317,0.0190581716821525,-2.05060296484242,0.85585429374628,-0.210253833102057,0.380900611914546,-0.24269129643404,0.0814505700182817,1.22509582533787,-0.389689604092023,1.07418580840521,-1.47232948223724,0.484306840541753,-1.53978909166067,1.87701567735284,0.375004844962729,0.545865974035869,0.79813683839979 --0.111419948905616,-1.15980328968304,0.962068722265196,0.46661218110045,-0.494133701771518,-0.414257964223787,0.751331660531942,0.984931461627126,-0.726861224892726,1.55137001016577,-0.643191097351242,-1.70596975462398,0.678329554939531,0.853088691021416,-1.68198372740253,-0.742566716570501,0.0370298418615322,0.0701464748831564,0.435756550406354,0.921768998120853,-0.063324206555562 -1.91186911585727,0.166036677949007,-0.082315240460038,0.00451616823984067,0.0617238953810125,0.304094415313514,1.54663410432385,0.128357819773627,-0.154055610038988,-0.968013286379362,1.87777158438894,-0.968523146381618,-1.79885722342283,0.436825030032306,0.745990512840836,0.984349994611499,0.606638308304479,-0.766502253489823,1.91354824830012,0.14588356985507,-1.51016862905925 --4.55500161762999,1.05355431324266,0.495820558716551,-1.24957562216064,0.46618282594468,-0.0145651604026069,-2.83326168275031,1.96058658374745,-1.1470351842634,1.96489343467039,-1.04054883141641,-2.05336943437763,1.23599722510506,-1.23876608456895,-0.137835076710294,0.126129254257608,0.118630845782277,-0.389503111665247,1.84879888197917,-1.24390091745207,-0.0945033757215929 --8.59262877813202,-0.784593909522494,-0.212305162283798,1.1448197648051,-0.627690146548864,-1.89604106601259,0.281374871479017,1.00160131068015,0.408419413991908,-0.925446466509683,-0.851340786778991,-1.26463810976314,0.18406363298017,0.435267240780173,-0.85523313789811,-1.28552407852433,-0.580757510340284,-1.16477633723535,-2.04570386275035,1.25452806599706,-0.522600642092526 -8.38320923142378,0.563692209615575,-0.493880536424743,-1.11373233174447,0.140778918250795,-2.75380861238655,0.0909480561548618,1.90402232917764,1.04465392830229,1.36280018188721,1.20035735983188,0.959068457702081,1.08239119759436,0.100956480728132,1.32778512629604,-0.635975025600052,2.08971489293096,2.14592106859802,0.101781323978905,0.718839763729497,-0.907520221509339 --0.603469296504764,-0.31778078241884,-1.20548275079456,-1.5553920230454,-0.424675576366476,0.494644800734663,0.256087439691024,-0.423710379928584,0.0930371093915719,1.59554591040029,0.329083186021555,-1.04124948080919,0.929507260619524,0.430248858474274,1.54013686140145,0.318760574391175,-0.286051704488564,0.594411070098579,-1.35890373345239,0.288628069496373,0.759349900254388 --2.77111228184795,1.21458173507941,-1.38750614490553,1.32635635411068,0.503862849961424,-1.49404082359454,-1.4468380227942,-1.2889409775708,-0.126539424155027,0.00305612691900311,-2.25235506911982,0.675791772661613,-0.380970772916657,0.210398571089425,-1.07465589153975,0.0600172524711362,0.319597439523483,-1.52595315994988,-0.269459994343231,1.22765015032871,1.70286100364347 -5.53566204015259,0.650644820333254,2.25441181928742,0.410128384396083,0.023593036213797,0.508607883941104,0.467568658480888,0.0800137347003178,0.020427759270852,2.37443847225885,0.717491235847767,-0.590089631065331,0.432092642416026,-0.690850450244922,-0.322518822217768,-0.938688891877867,-0.0503264800227889,2.0066909927236,-0.831301859612904,-0.151040972351695,-0.925029308648189 --6.59693135016777,0.584770660818987,-0.659056973127255,-0.147250145496202,0.280114912946594,-1.90775982562429,0.812571373834715,-0.689837253709753,-0.996688870466694,-0.738813524043163,0.715764203777825,-1.1915067339175,1.59207807732015,-2.38296891131601,-1.20698201062495,1.27691554224848,0.132783349996482,-2.39609298545676,-0.579987631797151,0.656119908703839,-0.21294845724303 -0.311250440315884,-1.75212115412639,-0.586795856320606,2.22202473931158,0.336521874471494,0.40770399133721,-0.806076145419413,0.316649332446846,-1.03584302733129,-0.770878756901065,0.661531575170722,-0.622379855358986,2.03673711948394,-0.866603980077257,0.413302417403565,-1.80784185625885,0.119683739208551,-0.219573131492905,1.05343541886045,-0.0187011391297822,0.577704661989191 --11.2513087530087,-0.448670066533051,0.959933297654874,0.232697878780398,-1.42873867314428,-0.127402326977604,-0.390110120688896,-0.538919956434657,-1.94642052076697,-0.724588903585384,-0.798743651332011,-0.562309810025394,-1.33959141565765,1.36081211242272,-0.975116455594811,-0.635339197394714,0.23126419706725,-1.86598330987824,-0.877305498858829,0.490827437919082,-0.943719718420554 --0.531450078741478,-1.84975615242578,-0.13579581454719,-0.0177188934121357,-0.983966377438444,-0.956252238910243,0.176429702381416,0.402818211338804,0.76031277438641,2.3199101802529,1.72677801719426,1.28922458758274,-1.97264578451525,-0.259548624634682,-0.452719422108922,-0.0165273895775182,2.12295352467045,-0.0434637621818849,1.65584080175884,-2.85876974139363,0.196386503808016 --1.95350187440066,-0.21243018978096,-0.244364250134057,-0.601036123109798,1.41206322842156,0.597365660214178,0.132087028827139,-0.039219563429111,-1.38994671767882,-1.3463118291511,-1.27002282799487,-0.789488533084056,-0.0805933418071642,-1.79451747456155,1.22868592135571,-0.385851748738752,-0.208337991858878,0.0914250470156774,-0.0810200688130014,0.848631120581622,1.39880835453798 --6.61364281495397,-0.234628727013219,0.360224889707567,0.289173371947101,-0.792534297827012,-0.0437250149042778,0.0359798620982596,-1.65845027765963,0.652582082854727,1.80433873546458,-0.864149204930811,-0.290197319169032,1.13898662608177,-0.523027060819899,-1.59860935429267,-0.249585632124884,-1.23151726828403,-0.197310463568473,-1.36396296848969,-0.70309185545017,0.258569785810763 -2.47677831931194,-0.365205404813139,0.70464444533833,0.511877915028059,0.125710184355435,0.414978291434028,-1.28359910796965,1.33281972690171,-1.16200376431006,1.03743767395672,-0.00185865413113374,0.89412581714624,0.670202530513372,0.206322541983213,-0.0634563977935783,1.50876865900383,-1.45357484683185,-2.3544937550772,-0.291052617333885,0.939282001337816,2.28571143927629 --7.9428501587275,-0.342960093763543,-2.30078574675384,-0.291325916894471,-0.0976439599580293,1.51530393203386,1.04083013773388,-1.64435826045386,-1.20238883920121,-0.83083666219287,-0.616067587552423,-0.835817737343787,-0.066235516646438,0.157210203725297,-0.63764354958274,0.820592273685417,-0.281076065804477,-1.02897578763889,-0.675306427816567,-0.658269560269141,-0.0524697005529489 -3.75263960531049,-0.319941562739017,1.241938528592,1.12626170103227,-0.655105589297798,-1.49594394496643,-0.102720977647602,0.334612959141144,-0.399119273105748,-0.0799833944682671,-0.0855377241134212,-0.34628482724965,0.620938883882426,0.893025919270537,0.245562154487228,1.48732997952027,0.409381781002413,1.00835748637535,-1.19450477230681,1.15467939900129,-1.04728108765587 --6.37376782243089,-1.27783911437563,-1.50316934470259,-0.865744016422759,-0.245608751404481,-0.335319682845316,0.0692853031879314,-0.954375801077484,-0.387949379518142,0.715257630744635,-0.613939333740385,-0.497606822118904,0.107942936191247,1.55828413960919,-0.780231519071503,-1.59400211212156,0.58878587507573,0.240425674169011,0.823551984121428,-0.304046001954159,-1.17822506326853 -6.42580058032908,-0.720405441224653,0.778027296038539,-0.281623469053723,-0.57151923426777,-1.42919254839646,0.579277675095252,1.87917519968627,0.02076437273941,-1.53270164054989,1.96068793784432,0.264509556889708,-0.49461780575401,-1.11996694477684,1.33830359913026,0.530107990645358,1.81744729930507,2.1334617075488,-0.435853937202262,0.0273703275117645,0.0769998272225557 --1.83821967404672,-0.57673442617786,-1.05894275601176,-0.154949489469441,0.327954770639407,-0.410339607180947,-0.753973600570819,-0.535597299179991,0.0904318211823729,0.269211632049256,1.03953500910915,0.98513825651901,0.0178374213553707,0.109323708394669,-0.00580803330265771,1.40810909244269,-0.272323322641251,1.41383431887422,-1.48222867200875,-0.5524511980552,-0.698946650156607 -6.81595586586623,0.304741248232964,-0.325822751079526,1.4218490959948,2.70806552155652,1.93042807118297,1.55107043625793,-0.441989037366181,0.397824220965413,1.90964476499679,0.723925422860793,-1.22959584541666,0.0624777984637581,0.286113517450471,0.39338817900966,-0.180667255468344,0.522011446785143,-0.0256225842161181,0.139347209873275,-0.523883300148493,-2.13975036264644 -0.939589318120836,1.43700067454156,-1.50649525320235,-1.31116167343184,0.667310682445972,2.08525667999792,-0.498626233561826,-1.38643601181205,-0.353465873284051,-0.539317324766627,1.01500783217463,-0.841871845076624,-1.13552701965249,0.484125271800147,-0.76361971773822,-1.20091792615364,1.1778262741242,0.436491154565558,0.850810294441718,-0.893952883948723,1.66909797813895 --6.64879084472901,-0.609274693292187,1.11907997707761,-0.134576777276229,-0.296395424532099,-0.878039719348714,-1.91298890341663,1.12859556420514,1.26641731441475,-1.85512509308642,-0.111386672267881,-1.14777966402701,0.153135840459654,-1.98470282540781,-0.610689674017659,1.75706308423305,0.67993485688515,-0.742062520917073,-0.427250167362323,-2.27742380514935,0.321729308013579 -3.80759792136555,-2.04916259301937,-0.223521191508693,0.402761011801294,0.575566931228413,1.6354787672384,0.310006343757344,-0.892797238548006,1.35434695892317,1.32117536429575,-0.122031813485709,-0.48291986000027,0.108405370006661,0.158029027036823,0.302763919897416,0.64703719485245,-0.754766755301847,-0.529826561872519,1.96015377892494,-0.599503407675479,0.379020278277983 -1.32171070510343,-0.345147839350287,1.28289368453732,0.994588479105847,1.14726338033793,-1.3784204672998,-0.793611833806191,1.25634258512538,0.277660984727466,-0.5872838776366,1.33235484274783,0.797553207826388,-0.220339730544016,-1.12799165574773,2.39242744736783,-2.10960936174337,0.736672186271125,0.0937960122072249,0.310970239391534,-1.39793302728355,-0.658987053316122 -5.98083839214699,-0.990897001946385,0.764970811988367,1.66936715617167,-0.863030158364694,2.11167643822318,0.524882753058687,-1.17257766886659,-1.34455306292206,0.793959670783957,0.679786782435955,-0.308096090029075,0.202850744640402,-0.209175619037208,1.02008430464613,1.36462976073067,0.761113991995527,0.574451406121851,2.1513845492414,-1.87552029769067,0.649746429906205 -3.55346795486692,0.506797515431704,-0.0451178293591878,-0.835540670283315,2.19439603202243,-0.462771152940543,0.542959412934764,0.403735576230618,-0.594471930080831,-0.0851782234136466,0.763236874606204,0.67438303865222,0.428907884613,0.00954681959315629,-1.37993554228119,0.15346733423355,0.142838718650763,-1.18543337591846,1.71691860493509,-0.517450764078114,-0.0844406376036775 --3.20234083995186,-0.0779890861986427,-0.691953681741411,-0.26076695989863,-0.641360706866949,-1.22287218887612,0.675418336721668,0.182087228888736,1.39970469065073,-0.0468557758895733,1.36995570075397,0.383170299434969,0.518414052555439,-1.06742594523756,-0.576586319716978,-1.81422179836351,-1.16313213967346,0.236763919538869,-0.718400739691425,-0.101523684130194,1.03875436581592 --5.26653582181965,0.50585422334413,0.406160775416463,-1.76055880314781,-0.649504104543293,-0.213590375033372,-1.01747978419006,2.33237334121119,-0.875045660159403,0.236849725886475,-0.59038672653598,0.988812937350383,-0.837576264613035,0.191697197806334,-0.669211894926029,-1.31343510042348,-0.0444782093513903,0.0757242383621196,1.04985870211326,-0.354746511996194,-1.43104283576918 -0.053157869112809,1.36123742384793,-1.15349537312125,0.898220615432486,-0.0839368504376562,-0.454211966643435,1.15528354075041,0.420851831117211,0.106723807004875,0.298074054395734,-0.238384216149399,-0.136285842149296,-0.468069287110803,-0.592286450347519,-0.680080427270845,0.0174854411220836,-0.283297261926063,0.273929924962879,-1.35743506700213,2.07942490457527,-0.605626172362211 --4.31786205144536,-0.241619636101935,0.35948466008964,-0.16965216825217,-0.795250779929991,-1.51501830170184,0.490570430036448,-0.0142291188482886,0.0413387743413532,1.39415333603051,0.107987652251503,-1.37329492459925,-0.140814744647802,0.211084574703218,1.36746815559867,-0.0850746611256566,-0.592860716514123,-0.857557141941074,-1.38484460051834,0.487955717361337,-1.5908956980058 --10.0126232445002,-2.11988437022474,0.618354295969934,0.255306367151458,-2.09958575132144,-0.755991943024237,-0.0159478486669983,-0.937632646979444,-0.697726504878363,-0.871521654259571,-1.09433153687599,1.09589563111449,1.13009070201431,1.45922171894285,-1.10345935605232,-0.918735401691742,-1.04233256761017,0.793844858299452,-0.289769731493629,-1.44832035669234,-2.33969164718688 --5.27941306249839,-0.661563439458412,0.579802296153105,-0.280520956670509,0.219895156987947,-1.58271275224477,0.99968979767345,0.126137890685562,-2.01620164908793,-0.358292082707505,-0.355925019468202,0.208258492804682,0.574282217045953,-0.126472396224931,1.01743750893388,0.956472452810309,1.1965809212435,-1.5352239491593,-1.07235359097392,-1.57823440967663,-0.434552681179928 --2.41459169420351,0.318012094215114,-0.66588870753592,-0.0356772643318267,-0.719938205576243,-0.73482934172214,0.457686407453885,1.21970807207646,-1.0842180669772,0.51291188758128,1.53744819447635,-0.991687326234489,0.11294786432623,-0.977786406430094,-0.680353016973337,-0.371533087593741,-0.141714085439733,0.367506391590394,-0.594827997868456,-1.05606842647025,0.70516332773371 -2.85472110418907,-0.0983784176468444,1.23072559258202,0.445561430535079,1.80965317272919,0.732272144032377,-0.574543515465498,-0.527328241538374,0.436763451369667,0.55296389106571,-0.443027388606339,0.74974709258723,0.916167152502006,-1.73842248596305,-1.1824534174679,-0.072510640302866,0.122966247741249,0.452438702376083,0.192616129513496,-0.843945718363002,-0.721023732054177 --5.04791136902878,-0.037110578490914,0.941881316304981,-0.734434175196912,-1.58616842748961,1.16315544676998,1.89607186319075,-0.545377956863759,2.28704102323453,-0.931240530116567,-0.0212456097461046,0.161998363184811,0.102797842887837,-2.51546949878436,-0.529707516472223,-0.240817458764002,-0.727422534946169,-1.34322058037573,-1.15342365588677,0.565455689148963,-0.0998198319221549 -3.24755706358497,-0.947165861000534,1.4503185110655,0.844031137047498,-0.2371630064596,-0.752178493018038,-1.53087182031362,-0.456249591544663,-0.568755167122359,2.56429736628668,-0.25119954361242,0.342159567273165,-0.168018747199369,-1.31999847295503,-2.3010738940595,0.57763297811282,1.02597863000479,0.524149421214059,2.00199150503091,-0.443462407988982,2.05606180034992 -6.59444655987483,-0.545116394930786,-0.874417712422536,0.586157476560168,3.09810692196785,-0.144910513951592,-0.179603581321884,0.0674442993591805,0.976115655166497,1.50114041454334,-0.550708246508544,-0.0957009257501716,-0.560356018283314,-0.117549673974846,-0.205678471669907,1.36118539856521,2.21774344029474,-0.684206296195886,1.14065524667717,-1.20041284488009,0.4009565247808 --4.49842913032155,0.581742210670273,0.99601821583586,-0.417399336900497,1.02414861055912,0.312199210165636,-1.81957854117195,0.858500728019543,-1.49427427600965,-0.137935391373422,-1.10986445368227,-0.801253788176178,-0.531328046210572,-1.42241128647814,0.102599055221414,-0.191901787227965,1.49547240735169,-0.179769750528831,0.302077845239613,-0.468582159155378,-0.509235233115659 --2.00746724416403,2.37295308943167,-0.226287251428065,-0.66250894499773,-0.975554651571508,-0.17455173241877,-0.324433595806859,-1.89991850621393,-0.208492912180633,1.36726264227255,0.413740759791565,-0.794016691314883,1.94777159314942,0.451597977919605,-3.21162627607809,0.104928712988323,0.2331960609386,0.683436467370412,-1.97680466935079,1.06362211488584,-1.00955637795972 --2.72684060880881,0.984822917894692,0.88672399455343,-2.08766060735252,0.33844006807552,-3.04541307892534,-1.4571546277295,0.142019996276974,0.524125192066424,-0.0994726113491171,0.122101040337972,0.889181585834111,1.1488436323489,-0.725443499401479,-0.731610630917659,-0.0992925430156403,0.550413451780663,-1.75046337668617,0.364401907562283,-0.104220168812548,1.81026705722539 -1.35010427730206,2.12344091809535,-0.0259364925160435,-0.0305228327855187,0.971519503732631,0.147236254282087,1.73835184194914,0.0861902808156532,0.356521741321782,-2.31274940908908,-0.835403800157973,-0.750181667899664,0.512781054235833,0.914339241826086,1.05977802511338,0.0866115079837279,0.671265772305109,-0.776698384367764,1.00251912806432,-2.32500792711292,-0.584833527898319 -6.65840567397037,-0.577163746857828,0.208281145083271,-0.935928721665851,-1.43842670025409,-0.1127293720825,1.49288595167901,1.82322806457982,0.921830208960977,-0.292808263694542,-0.275446580324269,-0.616666484134575,2.47333315586218,1.37050228218262,0.913721545746685,-1.49865765961489,0.399693941551576,1.21580136026528,0.229848909298889,-0.512233398747484,0.272542275752881 -4.89278899229837,-0.925226557318694,-1.04004817096471,0.46632083539156,-0.347182623323833,-0.0974608080067755,0.355042147383592,0.596876672078826,0.560500346577481,0.30953849142394,-1.10661306488272,1.68511029648253,0.110682101079799,-1.12259669995335,0.814970510080743,-0.249845319157239,0.365329009642513,-0.154200737958251,0.418178779250772,1.27923492267457,1.71013252567307 --11.2837289172331,-0.115234702014957,0.916163828615701,0.555898335098318,0.568743488428614,-0.312838047434101,-2.07719240879411,0.570198373781666,-0.436964297905416,-1.59474847494161,1.01132465075457,-1.23937338280336,-0.770359167377242,-1.99827429707995,-0.639866468084772,-1.81739072917622,-0.961672605411961,-0.999779217880752,-0.388850453298174,-1.15970237261987,0.942107224288512 --2.07593890425929,0.90351797927822,-1.48935750907078,1.15369609948841,-0.768675523724472,-1.76201973355178,0.0191937305054153,-0.139668414005011,0.387610784866935,1.03447007552304,-0.802046219466439,0.863499991902241,0.34540852534336,-1.01374008686707,-2.55017106580002,1.44010437342579,1.52158322279901,0.463266132085861,-1.13684371678631,-0.0849395160563149,-0.525883238698038 -7.84314493679083,1.27551042560431,0.618856997880389,0.716109146155393,-1.55255940671726,-0.567917499886492,-1.30798468407402,0.171935889032796,0.420928098561357,1.08782817479021,1.65783694782775,0.734609746462044,-0.369481350150972,0.227639124197722,-0.418020232530217,0.252833508338767,0.862548744727827,1.5835360403069,1.02624270193357,0.150785179434393,-0.201582180883565 --4.7687049192207,-1.97581951155636,-0.0794407189959519,0.541432698259798,-1.00169661977367,-2.91866408759971,1.38200507298092,0.904950248919829,0.77356716540946,-0.42894307983749,1.1117259219925,-0.118365760997103,0.491397492194947,-0.77388094932909,-0.204963157185051,0.653658746171603,-1.82991856052649,0.960816599430863,0.313736934846345,-0.492728909914386,-1.00764532687713 --6.52509697645846,-0.605766262380735,-1.43119687342748,-0.468997198766578,0.504863484058539,-0.68885828207489,2.33933729653214,-0.263609442343693,-0.417458703624296,-1.14205597593443,-0.344466143884407,1.0435843794814,-0.458964271683499,-0.29587785168674,-0.769401213002714,-1.45015857474373,-0.0934013511853143,-0.0324444855646437,-0.371878873714834,-0.739025052305137,0.855063877911391 -0.731101089188001,-1.57789432947453,-1.83901195112094,-1.57113781171332,0.494119720438245,0.669339840965578,-0.32113253586006,1.60720497371989,1.13496539596329,0.319600639464963,0.714594679535285,0.583017624399576,0.25817612289636,-0.871908435664754,-0.630393868345482,-0.0515271366291913,1.7130903201977,0.723409013649986,0.294648098453415,1.09193029080319,-1.28677101399257 --5.39838650976311,1.12581253551792,-2.26228662183562,-0.153710335891714,-1.05393645430602,-1.17878604848436,-0.135866577776289,1.0223736941267,0.700380958204618,0.112404866087423,-0.507453615267167,-0.231453332923857,-0.0862487696719797,0.600507807683418,-1.35515246542826,-1.43599936374508,0.58548957656037,0.417674460245357,-0.982854947642185,-0.734500241130884,-0.60431481691057 -0.663034150181238,1.75643086982229,0.869412958204601,0.710382853834392,-0.0791736869605464,0.231705504445411,-0.831867516743874,0.325861746100156,0.520129723615418,-0.880805837839018,0.291498129962594,-1.19954133631173,0.676221286438338,-0.332828545808918,-1.90801750398742,0.765570129037263,0.232346295748556,0.456181440660597,-1.01483568782212,-1.11527581467028,0.961212143771401 --1.93580152015333,1.18147029791757,-0.373874955372416,0.216246006170086,-1.21630146262127,-0.142940990647873,1.0460105098823,-0.412092587951674,-0.711929756836,0.0822682911810084,3.18291475036215,0.248261279281828,-0.0175857157029187,0.690625880122967,-0.459381019258472,0.995853039008062,-0.689512935649131,-1.84478672878409,-1.48533926235001,-1.4759910757214,0.29558941872531 -3.32964864736425,0.0806449232992652,1.0919225791339,0.269615746966165,1.09052585984895,-0.335308675758709,-0.857176877014265,0.430054693025301,-0.988020730467119,0.333911622493654,-0.71182992435037,0.664154229945416,-0.0977785873528532,-0.0207773596361495,-0.374074239390628,0.629574737629438,1.26142655394384,0.371573167211442,0.250133134533849,0.305889626656759,0.152441839809323 -0.978052767574644,-1.57678167364501,-1.03421767813408,-1.5511740275219,-0.241945164443098,-0.229437772307841,1.08182562829874,-1.72011205197497,0.22702305170003,0.939133946131098,0.777169375623754,-0.50784997881354,-0.705294621162684,-0.00116915942243367,0.611395120259943,0.655622987332687,0.604355436778599,1.05213632918938,1.32313161468409,2.09979491933495,-0.386646506499322 --3.38968000720713,-0.461701072815871,0.406719932956365,0.480828859873175,0.650972153354436,-0.443159842037423,-1.7148514119543,1.2875596147499,-0.772862014529497,0.570230442827861,-0.215946654576803,-0.10988807541971,0.43282025786041,0.149635357443559,0.445893576502729,-0.506724257048294,0.109321030078351,-1.60220557371733,-1.45461407976339,-0.0986043288449509,-0.876951040053132 --4.54155986823461,-1.40348431192419,-0.562993932358833,0.70461974199178,-0.0763345807996039,-0.108801873395177,-0.797401715118391,-1.8276895599605,0.354162327392529,-0.740202103285946,0.890625475041574,2.17792836680855,-1.05323078735856,-1.45286917233873,-1.20345762613294,1.80556027226834,-2.08847007352955,0.977260173102631,-0.0320954715739089,-0.798641623462098,0.53278768006956 -3.00264786754814,1.46529955100873,-0.466824756088264,-0.335104756986506,-0.783559434042271,0.541341468669241,-0.966786128965846,0.274341292495941,-0.669420304356934,0.451759048585309,-1.17387121573772,2.38607235839025,-0.47098236775485,-0.703018419215504,1.56585749716684,-1.03796394819344,1.24586382074396,1.82118824124133,0.452372390546366,0.188630103829041,0.46891029467754 -2.25346679852293,-1.24465112690755,0.593307217799615,1.8328859558961,-1.24832638388504,0.0663463266096933,-1.74534589682892,-0.112789465907713,-0.0847257341864714,-0.252027009437607,-1.40353435912806,0.631586677837317,-0.0566695359721964,1.57633309003198,-0.544677793055359,1.04250132068529,0.18561566160727,0.519124865586234,-0.468833826065156,1.56725028010485,0.314389857697675 -3.09214673281307,0.652591898766256,1.45117809275578,0.563441616839768,0.46357003461733,0.454938420718886,0.298179445257429,0.134309117287165,0.856235049540079,-1.59938571350601,-0.222572392563777,0.327388277489082,0.120965734424292,-0.443156287369466,1.86987557312494,-1.56629968530268,-0.697476860521531,-0.821105289470447,0.984820799411155,1.05633822968294,-0.493560236103673 -0.22139723344444,-0.330994069771853,0.541883276189208,0.939586133455733,-1.51051950660053,0.378338862418104,-1.07859042328984,0.941781012456032,0.244359395469743,0.364663839168611,-0.924835020809059,-0.117966299183265,-1.07416621003995,0.490777439887697,-1.16904794038739,0.385712974890685,0.335262148073883,1.88385937854605,0.408213978145488,1.27817529529648,-0.728923452783236 --0.195180844565849,-1.41991475872054,-0.0601832862409345,0.657142190103641,1.60030680608192,0.286776066885689,-0.268971746145087,-1.51560047155811,1.1852833953255,1.45568694038207,-0.498040416104205,0.567830817641848,-0.403675012905937,0.0261331669073856,-0.848666064930789,-0.751387891825567,-0.837453621230914,-0.290706575010276,-0.732153695736633,1.88691368234546,0.054550859350442 -0.378972530315362,-0.232375612170235,1.04079891528602,-0.62636351893608,-0.542569145198389,-0.363027487509226,1.75076985916308,-1.17726212788101,-1.35284316024482,1.63220649385653,-0.139013725901866,0.731186663648409,-1.49903902879952,-0.392593751955866,1.63027394294964,-0.0550214631424999,-0.167570624492597,0.301354726541324,1.55289772573135,-1.42587071215751,0.645828704910517 --0.528573828947868,2.05938995618191,-0.0564968985213263,1.48968114484459,-0.577750031862109,1.23945695250146,0.838521262773806,0.17801916643854,-0.302619287591275,-1.02838014469019,0.514590287940036,-1.59249223794633,-0.93673315459758,-0.0577302788667847,1.42161052075939,-1.69309002171638,0.181865598625682,-0.843201424370961,-0.171320135143353,-1.02434432762091,-0.718126390834888 -5.06612393187713,1.7002836912016,-0.0390138109187499,0.234170546741669,0.699060394092147,0.282259438933747,0.896697600640228,1.05499969464882,0.448275326047836,0.65970878314531,-0.350470809939548,0.645582851387628,-0.884429976671586,-0.446681571621078,0.314475601760283,-1.46046822717613,1.17808781830121,0.342551153166411,0.626743790352068,-0.233802641348662,-0.857544855422018 --2.38951640830285,-1.7406571411885,0.257656232825844,1.24639624638969,-2.68586466260391,0.134297958370308,0.0953897260613181,-0.357151773510741,-0.00794303001279081,1.15080548140663,-0.479543101004673,-1.15063914963976,-1.49211567926989,-1.75663459171201,-1.21454153817424,0.289780962400741,1.43195552246364,-0.208915544068499,1.13428506945314,0.870626813944018,1.54428800007671 -3.67768302086544,-1.26835763969468,0.191412392399575,0.226834983816387,-0.661321751789942,-0.539140179614649,0.370606170793727,1.45088402695226,-0.285915090698818,1.21500513554159,-0.224870341128855,0.30950812383154,0.113975794352606,0.857367251963098,1.30650465575107,0.59591107030713,-1.65423593446549,-0.317618477341774,-0.247988950134803,-0.0289064593106077,0.46603761856325 --0.411083023680715,-0.986757092672769,0.0240938235023544,-0.844343325701611,-0.567005435195755,0.69217809818586,-0.500913632189021,-0.888365060889141,0.301312482930504,0.861615237477413,1.07453896301323,0.245666846227845,2.48216743496293,-1.5061398188991,-1.2222407195452,1.52611968029187,-1.77544420951854,0.992080973190871,-1.27374524870591,0.524204237849838,-0.81955347186155 -0.521374454899256,1.07119842121803,-0.706102766750937,1.22414396617683,-0.945120990731451,1.43114578113607,-0.693902293615773,0.78939998777731,-0.363704727387098,-0.498775223005293,-0.272583465833432,1.07239869064352,-1.71413598620485,1.31567679160552,0.227903097785344,0.450602285907232,1.67962844896042,-0.468270623147584,-0.927437824881044,-0.724653789546085,-1.39707933968549 --3.65736278135799,-0.441666199153092,-0.359198056208445,-0.180956828740955,0.493261094171893,-0.588045424086434,0.639165564454681,-0.144928711480472,-1.16838421453731,0.0429798139220955,0.013654990151934,1.19305546634618,1.04709823123317,-0.937033936475532,-0.0347715563856297,0.209480729227364,0.705264368053078,-0.640002458195257,-1.17259673999799,0.529836253798369,-1.8823782543669 --0.550204919753962,-0.134022931732265,-0.636878386501822,0.299032452939061,0.274489963559326,-1.0964006971811,-1.34438986576258,0.735682804593292,0.119919792853929,-0.386952847146462,-0.336237382338739,0.0712660525133808,-1.87637060968712,-0.579241990221594,-0.304547514103665,0.815995291031933,2.11303108639367,1.14343503247062,-0.879552434149008,-0.454728247411259,1.22139416996783 --0.243386468244464,0.739074391353971,0.266827003099042,-1.49849005735381,-1.01077944808648,-1.19844761065255,-0.563213784997315,-1.10937201379766,1.55613555189276,-1.25540936491237,0.262136013174886,-0.585845030044297,0.269575849731136,0.403842064397296,0.47412091714188,0.266014679082975,0.545338227929185,-0.549999469474228,1.2965576850631,0.600671536184328,0.626000611430407 -0.444794502037307,-0.772888556497505,-0.106214750343747,0.378151120298999,-0.973471723305408,1.35982466325771,-0.474890195701446,0.0452684098953501,-0.947200435887436,0.587404796868554,0.134446343878056,-1.01651863603189,1.75949226789097,0.49474495695983,-0.629750000225914,-1.25284444890649,-0.176799197559321,1.28367710487885,0.2804616639992,-2.02181849893752,2.05602098299269 --0.818298805378467,0.377841367789018,1.30778879577802,0.556815341195258,1.7080466047226,0.646129235514818,-1.35808892685437,1.0125856861719,1.17525031681402,0.393964370952613,-1.62140560521516,0.0364416269042161,-0.314316426530923,-1.75303454644617,-0.865173055128302,-1.96672797789723,-0.563402982983727,-0.51804981475113,0.400460896685987,0.594407680464557,0.296088709183445 --5.29516968948132,0.35411267862117,0.236528896238704,0.828344876846328,0.363953170190558,-0.316232177796664,0.902792438090732,-1.49724679230637,-0.645388510264307,0.911971728079789,1.53143274787831,-1.7214235326195,-2.74761149492709,-1.14716900792174,-0.461104880111886,-1.93298482158484,-0.373569759981273,0.31889647466845,0.333492785241416,-0.378815129047447,0.483724500319214 --4.03645459092574,-0.101039266131578,0.290489269249253,-0.646777955534911,1.36741365012582,-0.191764840720722,-0.722457312125593,-2.30512641365023,-0.559052904697018,0.485513557223226,-0.300506404281589,0.444895737046375,1.36494314468394,-2.07348835547018,-0.15158276272032,0.826903155239855,-0.122538299967171,-1.93648118701993,1.03587721356877,-0.541930669412607,-0.271401044348122 -8.51772408374711,1.41467392261984,-0.50327280945202,-1.22331112978806,0.816334198561986,-0.13128998763137,0.0292284548748811,1.02295832065485,1.50558767451455,1.86505301562712,-0.571911422844441,0.576070718152609,-0.881754423047071,1.54789473049215,0.0450705034353341,-1.19104747351202,0.709778978803335,1.22152574605454,0.260338354583357,-1.28884710039731,1.71066293125361 --2.77092458765996,-0.508656994895791,-0.804539542251526,0.471411283122525,-1.77350166620513,-0.504019272450818,0.300314811963374,-2.0535020926219,0.353188298210329,-0.0116314584144531,-0.232048845855487,0.507841108693838,0.759476111751588,-1.04114077240515,-0.941914926778499,-1.26431884494801,0.72006449958208,-0.524416612836725,2.01567700966307,0.651879627904321,-0.179589637381969 --2.51257223370727,-0.0262609560865984,1.14807725476937,0.431013894068087,-0.450785152427593,0.166883070313375,-0.762465983139897,-0.40059527279932,0.449066257306533,0.798213384893541,0.622392227986176,-0.657873501351422,-1.07229692765024,-0.722892874645967,-1.08451465877095,1.14499885171208,0.334796518886067,-0.835739472496192,1.5990687813711,-1.76910733200928,-0.863213363013512 --3.59004885223651,-0.922380486060754,1.65762522500374,-0.424462422455659,0.773701427142951,-0.0166079097933643,-1.0935111108597,-0.921670220006268,0.230400134303323,-0.435360540195166,-0.984729049832878,1.27190590573662,-1.90629171765821,1.18101577251059,-1.51235653328652,0.639940144258546,1.01693373290652,0.786279986404239,-1.29273719069755,-0.0536657800120132,-0.699763444362759 --0.702926020988239,-0.407826204739122,1.28883094139086,-0.480041926177946,-0.352363599273403,0.32794101425375,-0.656958449586101,0.809843983083314,-1.08428964112138,0.190433471330436,-1.20994201273899,0.867234257061005,-1.00524957130547,-0.361851484030486,0.203248632123973,0.613500136463292,-0.910515552153706,0.0873770932039724,1.83271439355472,0.419112902586978,-0.300640402963126 --7.67904091118526,-1.51281251689373,0.375247309799254,-0.0293581301052957,0.254031433145445,0.236994398852351,-0.889168495969471,-0.738844510384579,-0.191817460437219,-0.740026703477203,-0.106186748244958,-1.45095198473464,-0.835086872889058,-0.828095300452516,-0.239525882905291,1.18567811533016,-1.43519948570441,-0.147985402879977,-0.486386038184275,0.201129678775886,0.0332904537585944 --5.79686564797603,0.254410259095287,-0.552015027766341,-0.684296752335313,-0.170227420951634,-0.744906016527463,2.43886613955211,1.18322880807076,0.506169515122804,-0.852208787721143,0.131273616789346,-0.153252704694803,-0.512661398674797,-0.306831809745349,-1.74527700181649,1.80086224328307,0.187725808263068,-1.60784666712054,-0.500892620623437,-2.11620696221739,-1.58682745894563 -2.13440363186102,1.56739714245942,-0.944049642672333,-0.495709341066016,0.0421744620686343,-2.21790909599279,-0.489445209835591,0.400737488870008,-0.220672733072425,-0.652305949917523,-0.135646374522496,1.00389799386545,1.64730725526005,-0.369307536264884,0.290055914452897,1.1213943872831,-0.265987401388298,1.16855717416329,0.556750767340598,1.18437605822224,-0.175089955066288 -6.6867959993868,-1.3412789506501,0.594180811071291,0.760931158367303,1.33623909383161,-0.550629620185071,-0.178422044420762,1.44193156103108,-1.69196398543617,1.68533874512703,-0.126449610862416,0.696428221950496,-0.184278021792244,0.782526922462972,0.0895659882264083,1.14745200175154,-0.320468473121794,1.60998722891305,-0.902954338110913,0.857315328849733,1.51145449982885 -0.628572905434813,-0.935171446569976,-0.502918221955439,-0.0840249382247375,-0.927683926245522,0.790153291629222,-0.38424546228033,-0.35280527023602,0.96157101595267,-0.00065148856532146,-0.778784459868925,-0.0512182798193162,-0.977108503692093,-0.887020998697314,-1.0480767071013,1.58501040068025,2.50762689155789,0.389311931036532,-0.390495614491519,0.30221425980941,2.04422359623102 --3.22899346217816,-0.0457230900837087,0.148468660482441,-0.771102744741934,-0.570932727372634,-0.319998614422728,-0.116342432354309,1.00301010290637,0.503915939216668,-1.07881952221704,1.33233764452608,0.236199339023492,0.975289713782298,-0.306092581208475,-1.61405139721554,0.572396696132344,-0.491150487074679,0.716795990886263,-1.11762303226609,-0.304811021983367,-3.20259666602657 --3.80630399401348,-1.81947494651928,-0.192775801023823,-0.604229061098665,0.264546833820041,1.13692861094216,-1.36315569728871,-0.816199083754119,-0.142508931437413,0.328173251224921,-0.53909139457904,-0.54003050126422,0.950094612976953,0.74369981170233,-1.35232179488137,-0.0298986168647548,1.67162281063184,-1.1636092537596,0.692570250885914,-1.32251881640701,0.666723302625992 -0.717369556412745,-0.630271168854022,-1.14411622548016,-1.01781694166765,-1.3500932486917,-0.614065598567761,0.267129805088265,0.35697826133922,1.01084194224997,-1.14433388302345,1.46542316260191,0.199711446092482,0.105824730557218,-0.907085619627647,0.65826923717565,1.57913543372659,0.820382730265234,1.17721850535736,-0.422298272831755,-1.06101191763125,1.41582331573816 --2.42270676242394,-0.376031047123471,-0.611722145810382,-0.86239746791458,-0.478529491115841,0.514746183413416,0.648593987616596,1.51721989625943,-1.36355215367182,-0.783756278532099,0.824410289332767,0.294097674895042,-1.05067201438078,-1.12122975930663,0.297491843268884,-0.396994597404583,-0.0803446484095341,-0.201540726112793,0.752628404231743,-0.110392136752701,0.0267905061855195 -4.8721076389268,-1.10085160324405,-1.01925993017872,-0.166847902088913,-2.00078547016931,0.168347813508829,0.758436933009849,0.0015711312019179,0.0858152277317868,0.211370957086124,1.06256884601837,-0.288232681041018,0.467273980941082,1.78377265928795,1.03202251395933,0.502138023953438,-0.642752734490673,1.70730818192332,-0.103479950548601,0.577945499545228,1.24225743457279 --5.80486173981305,-0.221775263392614,-0.966613565918871,-0.201159574179811,0.0529897054045508,0.381308225228356,2.51586937197463,-0.0958599776800079,-0.164918355988848,-0.959557376789544,1.09689136258524,-2.30849892169691,-0.643300251205804,-0.441246688096723,0.2673289392362,-0.876174929470551,-0.519176527285656,-0.707782327247516,-1.39138093640475,0.271140917358447,1.02650400599146 -9.09079295140658,0.832991711022084,-1.90016763019627,0.374346736330884,0.370945131116011,1.38800662737308,-1.11924096488814,-0.796842455241057,0.533242931620933,0.395264214257863,0.0358027527859158,0.761434559112078,0.77262508315678,2.17697981318211,0.308553971165688,0.120290892968771,1.70831484911531,0.373821463667794,0.895989135249756,1.30225060108831,0.370297067737366 --0.415527726002426,0.231566634827677,-0.0188137941326583,0.496434671949234,-0.255564746724238,1.74213134249168,-0.745752057607532,-0.334170856664267,-0.359342601919056,-0.32972082868751,-0.00621783894445318,-0.0108542252961747,1.9127184466117,0.0602927728915782,-0.477778406048332,-1.13143914356919,0.891313346296209,0.100899475093998,-0.369480914354071,-0.183502315914596,-2.50719846962625 -0.142247309492911,-0.292872370001892,-0.243529204654018,-1.48090360126763,0.0995144093419701,0.386554825039917,-0.857798851328641,0.358973175191759,1.29502517042247,-1.53548962105241,0.148726855836808,-0.321697886132227,0.948979065508916,0.413438184373773,0.0141312881991164,1.30629089443908,-0.594791146627435,-0.552088768841363,0.759476838395284,0.836436264893345,1.27813512136075 -3.5244608681635,-0.320507321053683,0.593360808719371,0.209396928254686,0.218937557512781,0.232697966221135,1.71598932875286,0.126585216198494,-1.16357127706929,-0.322006869317432,2.5033119187676,-0.831552227830673,-1.32231159329425,1.93977327429896,0.267302261161605,0.178354579496515,-0.724131387181422,-0.8609174522255,0.617562254664579,0.924978617879928,-0.775244764402841 --2.70468203412992,-1.72866497320129,0.812343894994161,0.0322455688434056,0.0430335957411894,-0.292025225756948,-1.52035946659851,0.428619297466924,-0.790215466701468,0.731711566064267,-1.17409392947668,-0.312610958026437,-0.777736728181765,0.217099256997112,0.53770038053998,-0.957060528613874,-0.539003186460952,0.891184441451046,0.427399116292993,-0.580219509103498,1.05495021244736 --4.11970339917908,-0.5101790220206,0.839471731307832,-0.160961455419278,-0.434016428847853,-0.776655672794487,1.22018647970147,-0.634832828464691,-0.0989009421654134,-0.461624519991136,-0.956573180432781,-1.57144393090338,1.01286340592168,-2.67583668139086,1.00823644474945,0.602505368431417,0.0770817606541058,-1.21208450291998,1.58163101673308,0.128459928073364,-0.820807843437221 --1.51273254331765,0.14627132095567,-1.75075730689544,-0.48710392487852,-0.576877136991183,0.180335647973186,-0.838401547350472,-0.283582930887798,-1.71528530626771,0.438811362820906,0.629184887876387,0.00594895877269329,-0.801580239008392,0.375313279478528,0.311062160592285,-1.10216851029909,-0.196953660359739,0.209975481944224,1.93742955758831,0.429693703183396,1.77438840200693 --0.118822494054002,0.365980941669487,-0.0971302372721825,-1.04961935182707,-1.03755050912368,-0.690408573366506,1.05370071669967,1.24060577902569,0.60991234834688,-0.813258768002908,-0.49272150374023,2.47579761226352,-0.171368950523781,-0.261071152955981,-1.51024614780835,-1.30953404314367,-1.17708779198927,0.584553877925888,1.63766379239309,0.241014488420641,1.12345747176174 -6.96394946222738,-0.645349245525056,1.4342330833554,-0.0972496946086011,1.04814463191144,2.15873653758773,0.866019716966787,-0.527992034627093,1.58167305801478,-2.75722622856929,-0.210322309388798,3.10011624353288,0.837463797277254,0.283907994132732,-0.909668122557771,0.182769692324912,-0.713312128366903,-0.740135644314378,-0.3581278904665,0.810008550408402,1.16441350105072 --7.30127155810216,1.03200595941691,-0.819162779350293,0.0260364921518942,-1.14024733418051,0.263931838214833,0.669736409231987,-0.523739717136612,0.153791667895302,-0.381634467491641,0.410763356731313,-1.30681233580596,-0.864183089808886,-0.504536192280629,-1.09020659448862,-0.571968159195111,-2.03395089946575,-2.00827831575806,1.38868318007998,0.857531296838945,-1.38191388806054 --3.63199100621003,1.19742539774233,-1.11059847927345,-0.341235318116211,-0.503341164863039,-1.76727139800371,0.502858772048431,-0.414878905764184,1.56467028961466,0.264883110496904,-0.821874558774958,0.313943814406343,0.677290920827861,-1.34131576080059,0.573206500110471,-1.263955315211,0.546394621608468,0.0641200791823428,-0.442139820869723,0.925385845464031,-1.7943910169074 --3.61259115929564,0.0716266323816774,0.963747502041336,-1.41538536800627,1.26957888694403,0.90611230094495,-1.64120394544694,-0.924753946827198,1.31365119160412,0.930801468407298,0.806441020556667,1.03202637656867,0.023267552998926,0.662303188448386,0.198594724826243,1.13838950838273,-1.03074566139165,-1.98355878257518,-2.23660908343348,-0.367097032129199,-1.32626030027138 -6.22964530240892,-1.26958996082128,-0.560521970503415,-0.429240815843518,0.202677645607229,-0.175426966091385,0.0516776524749135,-0.957476899445293,1.42435333122491,4.93550666783462e-06,0.333529872112906,1.37035892300552,-0.0852847242429569,0.7426541804971,-0.181974302538631,1.31378209599202,1.36293288024956,0.00169407684650341,0.644805304532476,1.2884907269249,0.640088793530363 -5.11293621121847,-1.03635574471357,0.658327211387355,-1.32780395658542,0.288282822880134,0.518984872658943,0.737279758384827,1.31677704972099,-0.0961483118907806,0.257369171126324,-1.12107351159547,0.146983535403891,-0.510712935603968,0.0722160784579224,0.474526193843081,-1.10076268934518,0.902730155430723,1.08390412924741,0.226416941868217,1.25095307443418,2.32750645085841 --4.03397462441977,0.323023590811513,-1.29834117915758,0.485952810650698,-0.62237267236372,1.47560927496144,-0.528924591773731,-0.151914196519482,-0.472509492086511,-0.380770670788371,-1.27996831331479,-0.714772357375217,0.0890061256093429,0.267851616072882,0.831469947008557,-0.0395895368516724,-0.508292357323097,1.65758408773661,-0.794296353537743,-0.511506056087079,-1.4132608038898 --0.0124136228107088,0.442048668698754,-0.357320189237022,-0.271671210309047,0.847426602877277,-1.01155387339951,0.766279508263421,0.850554828431858,-1.61269701339621,-1.77299788179035,2.53691055491496,1.36372874541459,0.0252849368099688,-0.456453818974744,0.668184776849239,0.477435309125557,-0.294467739856777,-0.262184373014673,-0.812805951672098,0.980040435043054,-2.59925948385795 -4.50994293224014,0.349617955263141,1.49604351257606,-1.36390429458059,0.463722048785317,0.350577092868586,1.80953923806703,1.56320962602735,-0.304488705521687,0.633456424058443,0.103421223000704,-0.250159843645475,-0.578011005602632,0.123870856755136,-0.483392122468458,-0.943360382469404,0.80588125983088,1.28151365188727,-0.263360131678115,0.948550837591876,-1.00688750890848 --4.15504467043215,1.25270948341863,1.02646947710406,0.17847522548003,-0.0762673321603714,-1.61136894397839,0.161017294274084,1.22050634018566,1.21977906206901,0.327936038617673,-1.59892355574452,-0.401766456691664,-1.78781134176405,-1.47379906712308,0.386751819865165,-0.403820700662837,-1.64604566629368,-0.605893117727141,0.724443380505542,-1.60663545562539,0.765332940823478 --2.56030656088017,-0.0239782433951847,0.983091976873887,-1.29132231666801,1.30802915584147,0.188901315251845,0.0466338038781721,-0.631550308305552,0.343337521265161,-0.0161423035424235,0.284024279735355,-1.0513373679336,0.30965708729893,1.57279463208584,0.403329262164652,-1.46688927107739,-1.77968592081911,-0.512539144888727,-0.624420199788404,0.519839554424331,-0.793668754173235 --10.5587860975224,-1.06932120948537,-0.976479144388053,-1.13645128906488,0.113726828572905,-0.31386368895538,-0.235584279068278,-0.314014017445124,-2.43028966437113,-0.365644038989246,-1.03875686601317,0.231826033573585,-0.395559109075865,1.86855552241927,1.02290986082333,-0.244532190661599,-1.60322143524057,-0.470459796613584,0.958450533800318,-1.71416340726474,-0.303086822796343 -11.1766391986879,1.21026014531592,-0.0187941213525097,2.38237886220692,0.558297956674547,-0.237240388224732,-0.478994031682148,-1.65664857722103,0.249762416083119,1.7609654952449,1.80972038718478,-0.153856537915497,0.847360406145117,1.27166820376177,0.360876062275689,0.471500701361029,1.05135864121232,-1.01767718736527,-0.883689042647947,1.68276746546484,0.778092397177373 -4.71586427674297,-0.876387733822644,0.754441353799153,0.584121975222192,1.1561844112143,0.118732663092501,-0.0488405438156806,-0.211027385739335,-1.0066336759303,0.603441631174546,-0.919795462744834,0.563202255935176,1.17503959618313,0.443050346520347,-1.28872272194417,-0.981997765936094,-0.1852583134186,0.952483225799206,-0.831647309550723,1.61017352475974,1.36478619815008 -0.982700449088849,0.119801387923553,-0.370386832272833,0.624617842716099,-0.209485779569217,-1.21772521241843,0.0806099899547518,1.71344967508078,-1.17373380665011,-0.135641271593475,1.46610355138479,-0.785049328965711,-0.646936444275754,-1.37994649300292,-1.15479244442338,0.715822169660665,0.59384304538128,0.393317837814907,-0.551473565836084,0.257606167951892,1.18908125953511 --7.79245123914593,0.538200405260708,-1.37601549304909,1.49586754008034,-0.382773900531844,0.615904550134983,-2.05903464530408,0.478057414729993,-1.38753613955712,0.783535828815143,-0.126986175357805,-1.3290657369529,-0.377297679789854,-1.27022452897487,0.49161707286792,-0.0776704781061964,0.436363641869957,-0.71349392672731,0.167846061254507,-0.892059679636545,-2.31759962188097 --0.592094435725613,-0.131580122619601,0.231531977540471,1.62986572088872,-0.728196940580911,1.23681422076736,-0.416041222874682,-0.838550114475609,1.26849209036552,-0.906026651277194,-0.718212142382837,0.206954838411963,-1.01136147501142,1.22491519625371,-0.555101405141444,-1.57119183516002,0.702826065157149,-0.782571570883089,0.671299405126413,0.171515280205936,1.2744674408662 -0.608767071983441,0.40723420602071,-0.0664472343504309,1.02570121036373,-1.0799223680514,0.977200260087216,-0.700000100133712,0.50567987600605,0.0038951810405214,-0.156945337153228,-0.431028645939533,-0.00804714772704226,-0.583607794157012,0.213093859457957,-1.91911468463141,0.482622521323477,-0.0960517740467796,0.9071078513254,-0.259861617209367,-0.976678780626252,1.10121001037408 --1.86896588931581,-0.0336625816321197,-1.00822211311344,-3.13059688095553,1.16125660583128,0.531092465000352,1.52111441360056,-0.476505701273714,-1.16035066655866,-0.00931462416147982,-1.06490591833504,-0.5727605794828,-1.96135824403493,0.567059928970079,0.564670096091365,-0.418267089024967,0.777113578034438,-0.396247704369115,0.805480376983792,1.93901003062836,0.241968446066474 -0.448918733140088,-1.1273561561385,-0.958848120936173,-0.242851337818511,0.0549548742823765,-0.934249481898587,-0.292294747770513,1.18212128692095,0.869986164308736,0.0612069177816093,-2.11997231614345,-0.472308005489272,1.40261144716483,0.294145516442342,0.325066668544441,0.785411360886781,1.19842142517914,-0.0149564105937048,1.50231897367206,-1.97591039381935,0.252787561575859 --1.51925837225168,-0.656205132682614,-0.958188137426333,-1.2075529565989,-1.28499229262858,-1.00385298434725,-1.24859548215249,-0.13786986143378,0.77413441938177,-0.140047464697812,-0.432689111984548,0.444178741867431,-0.734022935253033,-0.930955853236376,0.218438057340082,0.546031281454119,2.30491384594648,2.76671658337161,-0.676095199856572,0.0535747920838239,0.755925154307264 --5.59975282153421,-0.677375337491742,1.04776175124326,-2.07535288233664,-1.1724564024297,0.445672223897312,1.57382123083721,-2.15212808971149,-0.0908486364472621,0.799670653461794,-1.63839751818356,0.534545458892261,0.432193012196447,0.221016403503766,0.614477361301677,1.06757629007326,-1.0172132703776,-0.437758955980689,-2.10805857886265,-1.13511628055506,-0.0470869028223427 --2.25482204982528,0.720544713141772,-0.0242886067821115,-1.93154239759972,0.466066153766698,1.35090601751248,2.33992526006586,-0.50003524322465,0.163629380081063,-0.752597079331012,1.28171099514506,0.81756898973302,-0.144910771725517,-0.922358937727906,-0.287040388563347,-1.109009968665,-0.984118961360712,-1.06436507622645,1.2816567542314,-0.147005488363582,-2.2587393944943 -3.85842353833703,1.15331736275962,-0.477874992520289,1.24576428844037,-0.609094697712941,1.12844424413902,-0.859249818163085,1.16462327176628,-0.0669052462996979,1.82827133617877,-0.273963489987386,-0.874181409887609,1.70759759551679,0.382216507663418,-0.335300964435378,-0.693863021426854,-0.928658690150142,-0.0321539022202317,-0.867560662034132,0.92818540122442,0.33423606449956 --3.41811877332856,-1.79764220323557,-0.0297174745981622,1.6195672306343,-0.261645581106083,0.783336489557996,-0.00941203315850121,-0.271700394934811,-0.315612556724712,-1.56876847353935,0.246152960058375,-1.48490725078199,0.544276415193351,1.14773323482946,-0.727849134992032,-0.148069201657053,-0.534692978047435,-0.94710261471908,0.444957068126844,-0.858966852462604,0.764194191099711 -0.317785893585028,-1.40150493045522,0.20966546035865,-1.89571750316541,-0.153643226108251,1.55849510158922,1.22677487600765,0.704358664529105,0.830735953043544,0.833214832317645,-0.519435137626472,-1.67772236053466,-1.16078243987042,-0.474784969238854,-0.133831105087463,1.92185884280265,-0.671027352227597,-0.104288082880213,1.39973547131114,0.255923737766548,-0.391592521214733 -3.17835351099304,0.162547074836417,0.959507574942317,-0.276446107056406,1.57897641295901,1.95129435717873,0.219980881728882,-0.838769536060896,-0.655026071358563,-0.288982599498629,-0.142632814015104,0.302104783985916,0.463985323428108,0.950545870438174,0.519118143443084,0.909098808220002,-1.14408642822451,-1.79280841148413,-0.238414322689103,1.69459745759441,-1.63437766704038 --1.50958349825464,0.980737227596401,0.436603624808081,-0.574493065585969,-0.813162882532439,-0.22783286515505,-0.113508606344477,-0.929225205235977,0.937515218419784,1.32297796676359,-1.08247875428607,1.35467575965324,1.17315255271227,-0.570942070494938,1.7511311212353,-2.64981874262546,-0.693795749927067,-0.0565426307032164,0.129467812723081,0.79013608705529,-1.15267191511576 --10.2737502300847,-0.692139883881756,0.499366563718213,-0.0418877993296677,0.279581483332222,-2.08478741434914,0.264010902277223,-1.12868004336231,-1.70855143607028,-1.26683510347765,-0.271085205656038,0.0439937727295336,-1.66292164275988,-0.319635548304219,-1.35616691277065,-0.840765530498439,-2.17274277313763,1.26039633997591,1.03032445780616,0.113837900786819,0.653753146584165 -1.59789725603415,-0.00349422794682102,0.89397983011193,0.0534508419390798,-1.26506353310727,0.228641881669215,0.546940150831225,-0.073361714110042,0.382313925375563,0.876182057667291,-0.756250714468959,0.162521726934269,-0.273452501735881,0.0441386303734534,-0.880698770741712,1.39461076485161,1.13892825504372,0.243704223421215,0.31677210086007,-1.98073711710839,0.850904455681518 --6.20845806420184,0.171580263504849,0.257387061131511,-1.4520926094836,0.504159033654396,-0.657159101168341,0.0907353902665111,-0.756083000633292,-1.70271221718742,-0.589656186361167,-1.32637712798735,0.0803431674380191,-0.657183272690672,-0.0950402048136368,-0.486259431225592,-0.665575968029829,-1.29994231592346,-1.20914407296775,0.126074739453587,1.24592081401148,0.711819939119089 +"V1","X1","X2","X3","X4","X5","X6","X7","X8","X9","X10","X11","X12","X13","X14","X15","X16","X17","X18","X19","X20","X21","X22","X23","X24","X25","X26","X27","X28","X29","X30","X31","X32","X33","X34","X35","X36","X37","X38","X39","X40","X41","X42","X43","X44","X45","X46","X47","X48","X49","X50","X51","X52","X53","X54","X55","X56","X57","X58","X59","X60","X61","X62","X63","X64","X65","X66","X67","X68","X69","X70","X71","X72","X73","X74","X75","X76","X77","X78","X79","X80","X81","X82","X83","X84","X85","X86","X87","X88","X89","X90","X91","X92","X93","X94","X95","X96","X97","X98","X99","X100" +-2.31658754478769,-0.626453810742332,-0.620366677224124,0.409401839650934,0.893673702425513,1.0744409582779,0.0773031227369236,-0.341066979637804,-0.707568232617297,-1.08690881697743,-1.54140256690726,1.13496508865819,0.241895903606986,-1.55703574445065,0.341248399134537,1.54688133441627,0.850043471893941,0.344194027368263,1.62120288295757,0.714085544432429,-0.570994285312183,-0.88614958536232,-1.34105094793775,0.916938037311124,-0.31168916045945,-0.374328923033932,-1.8054835556734,0.940336801971125,-0.405339182535091,-2.10406016701808,0.781041199021309,0.739114919951308,0.315704738438078,-0.113154404160432,-0.445604337044049,-1.04818566127778,0.520599678232113,1.72907281236682,0.868164976951994,-0.728098632558749,0.261897335019092,-1.1346301818428,0.408312918573588,-1.47983426397163,-0.40774765616625,-0.839683481632544,1.55795372586542,-0.625524591232083,-0.0447924947553517,-1.14231038602642,-2.11988437022474,-1.5163733082107,0.88308333375959,0.45779424411153,-1.44364515347764,0.349279032212051,-1.13786984735911,0.693198427561061,-0.332283006906714,-0.132455468743263,-0.013389967198818,-0.618827082103042,1.1686656420631,-1.22571215168927,0.061587135271464,0.430617496629258,0.88718877118702,-0.290360793527544,0.866778624111624,0.150067437495032,0.817114623827423,-1.32541772108994,-0.208413724717759,0.0748979769271769,1.23508396808288,0.691770797120714,-0.794803420982705,1.19622324556356,-0.906785139148436,0.56151328182464,-1.22742118219567,0.263703400741799,-0.471186099445341,0.260710893135507,-0.592981074003105,1.67555392330445,0.990101042066362,-1.34697295057506,0.100248295538701,0.963673917741537,-1.12257726347349,-1.21712008119245,1.15394424470681,-0.72512090348394,-0.583923889541344,1.10817150291651,1.298037814001,1.09758782155527,0.729302201162014,-1.00968537305694,0.618354295969934 +5.68737179656042,0.183643324222082,0.0421158731442352,1.68887328620405,-1.0472981490613,1.89565477419858,-0.296868642156621,1.50242453423459,1.97157201447823,-1.82608301264641,0.194321069901269,1.11193184503695,-1.13275941105242,1.92316365296288,1.31616716303968,0.178920971863378,-0.925312995099251,0.0127198373321256,-0.329102801964517,0.581384629232897,0.286539016362005,-1.9222548962705,-0.0457072264322655,0.809273076943848,0.205749057657957,0.995353828138999,-0.678040681614833,0.787855190484349,1.94067151189577,-0.0844394715433643,-0.0465093112055673,0.386608728066216,0.163891391957584,0.856479837145619,-0.676393950958979,-0.425548811589155,0.377561918114446,-0.814992277673091,-1.4843701024496,-0.246700356153367,0.107699062836372,0.764557098985494,0.426058512296022,1.02834657236143,0.997566621326934,0.446130279147461,-0.7292970086591,-1.42555254540304,0.5674213540279,1.1754606600102,-0.661563439458412,0.629141191579469,1.37871278036604,1.6463161853799,0.681736807341412,0.953144513094561,-0.951810483836722,-0.196465407979219,-0.75639689073908,-0.305739028031809,0.897976262489048,-1.10942195506102,2.02175507511575,0.143341290908238,0.567380704333607,-0.203123591263515,-0.377628040321067,0.94658628580278,0.250253755491364,0.600076409594522,0.181806632676729,0.951979720153307,-2.01552067270721,0.450197758008903,1.70025805993799,-1.45484846742616,0.606084598193247,-0.0355062109588095,-0.860089744532072,-0.376123646451515,0.357954962297224,-0.829451847251965,-0.14928304224602,-0.998532132170965,-2.24818494432065,-0.230878871081489,-0.0664354225675706,0.522503908051668,0.334690943209228,-1.52615765169228,0.120398500037322,-0.946229271335766,1.31344739383999,-0.055143855059461,0.490851422865963,0.207704418234698,-1.42767598841154,-0.899577567043461,-1.08238186652845,-1.18377431871753,0.579802296153105 +-0.515281266638968,-0.835628612410047,-0.910921648552446,1.58658843344197,1.97133738622415,-0.602997303605094,-1.18324224043267,0.5283077123164,-0.0899986806477491,0.995281807292567,0.264422549440984,-0.870777633605343,1.48990741365323,-1.85682962839986,-0.959776483661365,-0.282546591643236,0.893581214441206,-0.873450133188962,-2.32640952744011,-0.146723902426033,1.14761985588741,1.61970074406333,2.18799111569512,-0.711622278677474,-0.653986924827893,0.102143508821335,-0.473358051207888,0.086941938083387,0.484965261176799,0.756329418893765,0.0957659305814221,1.29639717227091,0.957658356407617,-0.185584100006361,0.411605591404383,-0.234873128142992,-0.623658808865915,-1.6902329841028,-0.400899287124506,-0.613615678060157,0.83092160102577,0.57071013812077,-1.10116583029324,-2.22105108479026,-0.969267739371801,-0.365416700997548,-1.50395087846394,0.123447675058088,0.695401731539223,-0.474145647545484,0.318012094215114,-1.67819403634361,1.34232365709823,1.31170386465971,0.0492399285187042,-2.22791423230589,1.61925948585556,0.427738635648652,0.027011968036066,0.477307252254108,-0.857150246171186,-2.17033522782815,-0.26573854784925,-0.529731267505199,0.532438701058031,0.924015065304342,0.114080816880508,-0.96797127035765,-0.711700660340255,-0.9283508935244,1.25323839900865,0.860004385395497,-1.03488419969991,-0.160564159780467,-0.448447803793639,0.123850848019525,-1.06246743632437,0.808893956128482,1.52931009450024,-0.736660637478007,1.36805336273229,-1.46163477432866,0.51092424610722,3.3769117917005,0.538022601102183,-0.0151873541718408,0.257973788385441,1.00391961990922,0.278944555113731,1.22137870317836,-0.255124402094436,0.0914097990024107,-1.56846751436049,2.95813695089306,-0.60462650727015,-0.774373482135165,0.242787180633867,-1.14297024097392,-0.267859237887237,-1.18761256594992,-0.66588870753592 +4.08164496796771,1.59528080213779,0.158028772404075,-0.330907800682766,-0.383632106288362,-0.390867820723137,0.0112926884238996,0.542191355464308,-0.0140172519319242,-0.0118617814307389,-1.11873516870975,0.210731585072843,-0.248247104968965,-2.10611843559503,-1.20557521138083,-0.76729877857509,-0.941009737811872,0.342800284341219,2.1929979995365,1.50698177745129,0.139558702073078,0.519269904664384,1.42209579552564,-2.68958517903653,-1.15325770732252,1.48294372773341,1.0274170786444,0.0328009706043174,-0.202097263385456,-1.58071605182192,-1.33525786575587,-0.803558357507768,-0.131096323056634,1.42805184990289,-0.586851419692244,1.19028908800751,-0.572610525202765,1.4909444628374,-0.639347683628521,0.103947848541539,0.86127447440696,-1.35169392873999,-0.332349688483369,-1.63855763015058,0.758625101446493,0.539179850720689,-0.566786996187811,-0.576353100307219,1.24035018094875,1.64430851265484,-0.0983784176468444,1.17978114865575,-0.756542158367391,0.175847282716408,0.079666765501412,-0.776264356311486,0.167813585930611,0.558419369158442,-0.211978701829671,0.28996300282275,-3.23261042367988,-0.031303067810319,-0.0793729157785924,0.337639369061343,-0.941406649457282,-1.36990445681221,-1.72423935215595,-1.28623079248775,0.585222304058695,-0.304006667330692,0.606987137966268,1.06079030632322,-0.203067276753572,0.84669311511938,-0.426403146495012,-1.61572294189507,1.01920050954008,-0.867040157842518,-0.32912950387688,0.0544194627416313,1.55797608797841,1.68399017929831,0.642007431970579,0.399581568889893,-1.61412479255101,0.287681149339983,-0.621453484777161,0.758888937657008,0.504039434202431,-0.31968033678831,-0.936467757705526,0.701351269076379,0.0868097070299862,-0.388804482375671,-0.356845461605591,-0.08472012858165,-0.210700619159204,0.766838059173391,-0.496812654726983,1.07326801375417,1.23072559258202 +-7.33137673392969,0.329507771815361,-0.654584643918818,-2.28523553529247,1.65414530227499,-0.416222031530192,0.991601036059367,-0.136673355717877,-1.12345693711015,-0.599628394751609,0.650952956147074,0.0693956473744585,0.183583707943453,0.697648526944346,1.56757305821464,-0.576404240243122,0.538952094101553,-0.177387754282478,-1.08247997639693,-0.279532643245176,0.0889266087987601,-0.055849931834021,0.183247021476489,-0.567047025402639,0.527490918982484,0.560048682854967,-0.597387568754006,1.55285735482629,-1.16962858408659,0.707245954901412,0.548785906763871,-1.60262566858643,-0.0467621436638845,2.08176744409335,-1.27436761285349,0.540713722714863,0.312501153196823,0.703633074954809,0.216391047256349,-0.800578552066803,0.330309251687885,-2.02988546892015,0.230207587652991,0.357239431683523,0.0827507202412732,-0.808576870400653,-2.10445362229789,0.0990450673600485,-0.0695193484194442,-0.328453640134614,-0.037110578490914,1.11765453788961,-0.299066939624411,-0.700301690477055,-0.118798187077159,-0.0703316669470141,-0.908177802153751,-0.848490763310706,-0.807426834757963,-0.438984721034638,-0.14938681082469,-0.260398475046864,-0.260266050810296,0.109689541481443,0.46536547723446,-1.50960375632579,0.743688551415749,1.31065102909805,1.64534770000208,-0.76670669459704,0.282535399568812,-0.350583962856793,0.204438700927508,-0.0249417301928408,0.3381125627996,0.859447604913598,0.177610189255157,0.0157674693452714,-0.655364328884058,-0.626418113360129,-1.31459532329969,-1.54432428766027,0.0213644623704334,2.340060937878,0.0154670130734008,-0.224714071204762,-0.776452633431541,0.477718710581304,1.56815288080552,0.565806778493512,-0.810178525682009,0.673422361719618,-0.0377115334679613,-0.721959393976874,-0.465875402318423,-1.26100901873281,0.080138603803122,-1.07059245819559,-1.53658732606055,-0.961725531205354,0.941881316304981 +10.808452718191,-0.820468384118015,1.76728726937265,2.49766158983416,1.51221269395063,-0.375657422820391,1.59396745390374,-1.13673385330273,-1.34413012337621,-0.177947986602105,-1.032900238582,-1.66264885284192,0.404871009439746,0.907444407728329,0.225285799791068,-0.914855840000763,-0.181974398105336,0.921433254590606,-0.506360967360063,2.02773873329871,-2.63015931699317,0.696417610118512,-0.652932838380961,1.29919883255821,1.39391910941029,0.142450958926083,1.15984937728077,-2.40487804171393,-0.36984609500006,-1.04598767279121,-1.90524352442387,0.933250970552304,1.08256389412699,-0.567490105106194,-0.896895577360802,-0.0892645085836935,-0.707427833089473,-0.962693580057455,-1.2611376296688,1.32370390419044,1.08996243416515,0.59047865366269,-1.17115340491163,0.0262837188064724,-0.96894851777053,-0.484411316865176,0.53073192791253,1.12554492513596,-0.234888752200037,0.152922121516819,-0.947165861000534,-1.23773594145696,1.00291360479628,0.874068099567082,0.733899837429483,1.26068979767465,1.34179587693255,0.393210090043557,1.32708946559819,-0.728319781586181,-0.361773711586211,0.534430472141605,0.650826507236738,1.51178025190638,1.10889036803265,0.0851364721589147,-0.885731739605205,-0.990036528671519,-0.0509118031899372,-1.73723574661772,-0.308942422250662,-0.130765555518792,-0.258421125536305,0.409114046384984,0.292745673871055,1.43528114172566,-1.03097473835192,0.334617654817544,-1.20120611629161,0.196627094515676,-0.549443445216825,-0.190887125460486,-0.586119200860139,2.00364622862316,-0.277978977866297,-0.397013755652116,0.315342751834405,-0.466730208179082,0.213389603541111,-0.916354146341568,-0.674210348762203,1.26555336004227,0.523771608215853,-2.73897534946288,1.89415615924896,0.108476150663163,1.54608492158309,-0.838984059555955,0.27391883554782,0.968151354665387,1.4503185110655 +6.31117512909837,0.487429052428485,0.716707476017206,0.667066166765493,0.082965733585914,-0.366630945702358,-1.37271127092917,-1.49662715435579,-1.52315577106209,-0.425981341802302,0.659201499417982,0.81083998017723,-0.994124469309423,-0.195988198884024,-0.92241065744061,0.369910961287378,0.891767594965122,0.300944402209543,0.0959189568330369,-1.19574019582924,-1.21722083212186,0.0535156788292137,2.04255931610422,-0.190291544554818,0.18163055610461,1.82967173315288,-1.33322688049967,0.167329284881351,0.7597938360206,0.259141334355496,0.204274368167585,1.80608925390866,0.0560942565249199,-1.08775642392872,0.502660142336353,-0.712169251646416,0.52120348534775,-1.19753699209426,1.98796868828322,0.0311640787660535,0.598788527130083,-1.41306996358893,0.591369538104525,-0.147686723739001,1.00651709204874,-1.01114049610383,1.61768413503803,0.0824631752146971,1.56861573693257,0.755027420977342,-0.545116394930786,-1.2301645408311,0.568092590519855,-0.790979950842336,0.846668011336601,-0.104052092417722,0.022043449536062,0.739622854555091,-1.95950845899466,1.16352726279154,0.140180905156329,-0.559439365973233,0.955436065749747,0.00959167927762455,0.289530978430616,1.15709428755874,0.326610637433545,-0.108823408844522,0.951625049120105,0.256467971725119,-0.01514813414016,0.763585907774061,-1.21002796409675,-0.145424079504542,-0.533292972777086,-1.12548252471879,1.13265221413661,-1.00277401847153,-0.426817054798701,1.69612584199572,-1.27004855263345,1.01621169819324,-0.570009646122751,2.11092400436171,0.342433271197471,1.8008688268478,-0.963693673702099,1.18652417846091,-0.288017000672888,0.369471616262088,0.850995542562607,-1.44502205198781,2.21760138434448,-0.760063745325699,-1.82251372126478,-0.375844442498734,-0.21585880999626,0.0572987393779601,0.0269080873672487,1.55173991775031,-0.874417712422536 +8.04144694413434,0.738324705129217,0.910174229495227,0.5413273359637,0.5672209148515,-0.295677452700886,-0.249610933042319,-0.223385643556595,-0.421968210382174,0.996658776455071,0.237829399627714,-1.91234579604708,-1.08542932956727,-0.2068204879556,-1.07377241040219,-1.46768436330169,1.32920820523491,0.693386752709799,-0.120165257941563,1.31231789167378,0.749152578850181,-1.31028349719307,-0.234491194840375,-0.638048333690776,-0.0693015234885069,0.51839780051344,-0.925755661705498,-0.403126681401769,0.197789090006425,-0.00168481801484885,0.408038985917213,-0.0565036325646403,-1.28160861483983,1.32101019376084,1.90002976380246,0.504211151987834,0.448187980908179,-0.00087742278126087,0.982304768120544,-0.82361367332353,0.497042617000752,1.61034155096049,0.147276022567978,0.808111777460002,-0.217403021951246,0.119124186659965,1.18453185727185,0.143706375110676,0.387138469725834,0.929276730093405,0.581742210670273,0.597790917869022,-0.31116117793541,0.552516764968605,-1.21684976614701,-0.868219107709613,-0.207005454915724,0.434563137364066,-0.136104032349869,0.409158220088025,0.31559519520998,1.60837018511734,3.6243613529406,-0.163188144479311,2.56426550028866,-0.0907081569162621,-1.70847769729961,-0.590294438526635,1.14424904040645,-0.941195828474643,1.48793229299692,-0.493905734041476,-0.628250878881742,0.56811111421005,0.934278193728135,1.53906217987446,0.0403449519839043,-0.395324080148442,-0.222262119664345,-0.69740816319231,-0.789441835643726,0.547126202044048,0.646226110036358,-0.867269557970339,-0.899134790110716,0.463902129293925,-1.15635521449289,-0.561966721100338,0.163662006479106,-0.0212587010650414,-0.37910828098987,1.41541830456223,-0.148599677159778,0.140942540110217,2.27176222768621,0.37078650062671,-0.770960445727512,-0.0944927939385533,-0.713986058309964,-0.0592215633101354,0.99601821583586 +3.59131761021609,0.575781351653492,0.384185357826345,-0.0133995231459087,-1.02454847953446,1.44182041019987,1.15942452685555,2.00171922777288,1.36092446408098,0.727660708501531,0.71527594710452,-1.24675342879504,-0.0485425545297223,0.725043170475101,-0.552358285562395,-1.74536197840808,-0.103466125206476,0.325471906278775,-1.51866762967456,-0.524007512771118,-1.41593292411236,-2.12306605809801,-0.891424766586292,-2.03538388162579,-0.294465386532543,0.691874261922361,-1.07449512530901,-1.74584369594497,-0.454736260732719,-1.1755530761172,1.42675103863215,1.88591131889724,-0.894781474745017,0.718161850872941,1.55883385955605,-0.106643065219636,-0.50532260598478,0.70100820351679,-0.306820287945659,-0.866751731322283,-0.458069801278381,1.84044254689097,0.347951207982542,-0.574133990878118,-0.865953390533347,-1.69523312247267,1.87633336681814,-0.647147939320011,-0.612807055718472,1.19074860224184,2.37295308943167,0.298864408541726,0.722076248537984,0.330529200030675,-0.107222217897929,0.0362521673180201,-1.11975651427101,0.45793525663008,-0.590202702650643,-0.224472545419336,0.203728281565869,0.556639750082132,-0.777097250350162,0.715684198399976,1.22506371933748,-1.00576103392279,-1.65769049208038,0.542032114895962,-2.03363048365831,1.62933537001705,-0.0188243442670568,1.11335984755571,1.54352749098028,-0.136289199401609,-0.35866949877469,0.37484163327477,0.596898851429976,0.374493491007001,0.801969497561845,-0.457855233599964,0.725251008501433,0.755154007700156,0.244325636101823,-0.680549714304899,1.18324845586866,-0.23075257068075,-1.08556057653567,0.559418100150275,-0.408443669807746,0.224467950390548,0.135408111822376,-1.58503378339475,0.328373245940497,0.728697178084946,-0.113240220000789,0.960698274837823,-0.979760866698032,-0.273933665515883,-0.608222292531632,-0.995965876192716,-0.226287251428065 +7.92000637841233,-0.305388387156356,1.68217608051942,0.510108422952926,0.323006503022436,-0.697538291913041,-1.1142223478436,0.221703816213622,1.75379484533487,-1.72663059586351,-0.93848303919385,0.998154445057314,0.576085600512206,1.3987189554318,0.590461401136985,-0.66738180392146,0.615064610722324,0.408051022728875,-1.51058506284295,0.354249509141301,-0.112382661837672,-0.208078589007654,-1.35747030552191,-0.604372355447083,1.41403033530268,0.0280100358299621,-1.45111649529909,-0.693843121435514,-0.920596783051049,1.7446287628424,0.92527077217127,1.57838342842404,0.773424650206942,0.71950439392656,-1.10554389683333,-2.58369319584055,-0.206612153485113,-0.247341223656038,-1.31316352225554,-1.25258157877411,0.917465292392433,1.36829790968081,0.485813575523106,0.582409567760331,-1.47114244756251,0.17180830011942,-0.455775876078619,0.828841124354269,-0.147611082026153,0.239200372055567,0.984822917894692,-0.110139371950242,-0.594445712828898,-0.817378897783483,-0.680598003754676,0.810912373372976,-1.02789853931707,-0.452130199295268,-0.623653062470915,0.0624867677298609,-2.17780391327364,0.185622477417712,-2.53072686277303,0.68492244456902,0.12525609534566,-0.741572098442972,-0.575315568744496,0.385301487771721,-0.820518338163188,-0.240855383916381,1.18103283343693,1.45896272165295,0.656616484719929,0.0546429565105187,0.384082104707537,0.124746608629426,-1.32960461096118,-0.571248425847278,0.119637042875846,-0.329601139619215,-0.155483771751028,-0.419804196586658,-0.676396002350853,0.840573477679145,0.866600565446599,0.953195392708883,-2.64561960573244,0.114499919323831,-0.489964852612685,-0.922442033948606,1.1796621360082,0.245757186387295,-0.395678325476801,-0.686790982593016,-0.697655085820221,0.014617110779749,0.268276775439651,0.985798970751764,1.08385342009489,-0.0549265833423641,0.88672399455343 +3.4859276122714,1.51178116845085,-0.635736453948977,-0.164375831769667,1.04361245835618,-0.38816750592136,-2.52850068885039,0.164372909246388,1.56836473435279,0.35339849564175,0.0953540096781045,-0.540872744514261,0.0738305318446132,-1.59055514942723,-0.527275410724916,1.08427900648207,-1.7997723953362,0.759842255891014,1.3956049282303,-0.0716744876824941,0.304032006042898,-0.312786579520356,-0.584027988054509,-0.808161889076339,1.09999772979784,-0.165045150669891,-0.588732163860088,-0.139666180672888,-0.107707243347335,0.718274506554942,1.02432421695447,0.502284624314142,0.767374221526486,-0.965098230744749,0.177198675638348,0.95219954630777,0.0296140196264106,-0.00627671028705999,-0.907211164521709,-1.0501979652639,-0.410338311347776,-1.25557313458956,-0.847731136222292,-0.972050270445694,2.15223022352263,-0.678293128403,0.669232680971154,-0.0345747446073711,-0.351539612384863,0.66050921539078,2.12344091809535,-0.807675019018805,-0.872894886542647,-1.08962054905362,0.492887566148572,1.48082909622166,0.314034466079204,-0.367055679623703,0.185429519776889,-3.00081398325058,-1.37654836395915,-1.03940830591958,-1.20815403647852,-0.0527280720400458,-1.70654578470873,1.16578157582885,0.854009781083207,1.1282040048372,0.707420925449199,-0.636588677825836,-0.697481801105707,0.634593123834581,0.20284981440345,0.550569607824275,-2.39209712069046,-0.983533096509014,0.614959811196199,0.745569221824425,-1.19299440691734,0.91711242924382,-0.984629133162785,1.81078206202833,-0.445424591530401,-0.464541366214489,0.178556167629649,0.915026806965009,-0.800562508795526,0.349846764191119,-3.22723290494499,-0.262482283035964,0.86228191133818,0.450233098933823,-0.374385256593552,1.8259779852744,-1.32851908314959,1.26535045336079,0.418122573338708,0.960760705073846,-0.14888248992888,0.538330954979071,-0.0259364925160435 +2.90999799373967,0.389843236411431,-0.461644730360566,0.420694643254513,0.0990784868971982,0.652536452171517,-0.935902558513312,0.33262360885001,1.29675556994775,0.726813665899557,-0.462819419956343,-0.216375790780247,0.705945571302218,1.30449707663973,1.34184616376387,0.122831641432163,-0.262705141643009,-2.28715352045041,-0.708421944079962,-0.133144306285028,-0.354012804948049,-1.05823570968124,1.66809511696324,-0.606779178488506,1.40441124180377,-0.721035051201547,-0.115384286877128,-0.458237969382293,-1.20366246848664,2.86214274756396,-1.79814212000501,0.429914212555579,0.700973996863718,0.166458779385684,2.03191333156703,0.474662612184572,2.05234415242859,0.144663709532657,-0.0926869504167684,0.826524800809867,-0.826102840033129,-1.38434708819005,0.626973301904459,1.83696335440589,1.59234735016301,-0.708855920544086,-1.28300743322771,1.58933164914901,-0.539428819649832,1.43995048070758,-0.577163746857828,0.114539172613828,-0.366132753563002,-0.440135814685843,1.2463981310705,0.148613867904367,-0.968203293822732,-0.395753290012988,-0.918425195089281,-0.885902246851058,-0.706551966814283,-0.363382042037001,-0.621415850209724,2.78619308154351,-1.57277444109043,0.303814854700635,-0.27643563733424,2.31387129333069,-0.39894653756032,0.627413000317673,1.14819288720118,1.81668024231221,1.00346115743726,0.436286968833094,0.11300181900843,0.983644357103986,0.774047721419055,1.24466511307741,1.49506205917194,2.14342659721431,1.54340312689858,-0.110802355847828,0.861353207820064,1.55092581164873,0.183018813279407,0.0751246613408976,-0.212657487651171,-1.21915882049829,0.363173625810765,1.13481386067868,0.986457070856241,0.947632821371406,-0.0567074041640197,-0.123262582158286,0.392401801938043,1.5691905593185,-0.799512963661639,3.11120309691737,0.257429022521163,-0.399376548707325,0.208281145083271 +1.75347343303814,-0.621240580541804,1.43228223854166,-0.400246743977644,-0.45413690915436,1.12477244653513,-0.967239457935565,-0.385207999091431,-0.237596251443612,0.668260975976705,-1.46888215609457,-1.62193729284198,0.334980103391354,0.196011733697651,0.243844628486594,-0.494249394753101,-1.21014187687842,0.517838261588457,0.827938353109991,-0.0880773843693027,-0.851242489529453,0.417223595566457,1.08574335585037,0.0869088205053803,0.623132278005593,-1.28183022270816,-0.720370868825172,0.983996778132203,2.67487085888599,0.717986146751108,1.6023218783602,-1.26564552888479,0.538885494187403,1.06034336593422,1.40906126047474,-0.442791771819826,-0.768557600478008,0.532446118204135,-2.50332774743482,-0.843670255924305,0.0458334373317726,-0.0195796792576955,0.479338419746448,1.20086256418835,-0.0210152620682057,-1.0168464205938,-0.396700097918854,-0.295961636671433,-1.62434947806925,0.354764205838731,-0.925226557318694,-0.179520060349557,0.50863331684774,-0.183225165364714,1.28184340688173,1.46353654495771,-0.28502955675844,0.0234002344738174,1.4513576093454,-0.755593033298725,1.74447187681848,-1.37689058298087,1.40941691918993,-0.762066832464838,0.436839273392351,1.26044377724967,-0.395866378752152,0.652302745654179,-1.69845951618805,-0.709939556283053,0.376574945215861,-0.32028189706632,0.873471908234304,-1.22380600400043,-0.0210823192541446,-1.2871887350316,0.264352057456475,0.192466873244098,-1.10652402487312,1.38296024526099,1.11887698670798,0.360255449915776,0.702698911864396,-1.02432824581754,-0.777774097139125,-2.05054338023296,0.621291362272924,0.33262976463278,-0.216594700326061,-0.825773477197413,1.12786455207761,-0.254471468624577,-1.18004287120609,0.0454135753346679,-0.441772090370314,0.663840866099925,-0.0925412505516633,0.28608226730593,-1.14379902062899,-2.07559608099911,-1.04004817096471 +-12.8952915724076,-2.2146998871775,-0.650696353310367,-1.37020787754746,-0.65578185245044,-0.772110803023928,0.0474885923277959,-1.39875402655789,-1.22415013568071,-2.42431730928421,0.152686505521528,-1.45096396539936,0.545387805924617,-0.339343445485698,0.195880789394313,0.669588183914499,0.204477252550871,-1.34723625828609,1.70775583721357,0.917788931310637,-1.46117307516936,-0.315451534215849,0.557528328618703,-0.234297029397194,0.273942896727816,-0.222848820825283,0.0033002573416574,0.687225473437696,1.57246508678391,-0.329271870686812,-0.435433354565911,2.23623233054553,1.13132999241054,-0.366224063984558,0.949793139305257,0.156760102551498,-0.565258779463758,-1.17603585159241,-0.582792511590403,-2.16668094347871,0.0249622809655955,0.162585654762545,1.45524438210113,1.06818081176969,1.73449483125756,0.331329107043333,-0.118553051278211,1.3245092252945,0.996587603582719,1.5186550464595,-0.115234702014957,0.0548449048881487,-0.126686669331547,1.4375832434254,-1.36408357381568,-0.503893673684722,-0.280855522055497,-0.38954381233615,-1.32112770651939,1.63942298097489,0.763630327935384,-0.535472738709146,0.580172391298291,-1.02725414787768,-0.0659367576269974,-0.914063059293748,-1.12300426446714,0.0244796303119008,0.739535447784279,-0.227381178427355,1.30221277747088,1.43786452824517,0.260965571589723,-0.228588072678551,0.737284445958178,0.551008421571774,-0.938829846717329,-0.236328717047808,1.72871463213662,0.568915948935881,-1.91090484392441,-0.106309479570846,-0.891581717458742,0.384231521603912,-1.48807886173755,-0.476428523060799,-0.360029637451773,-0.32780177645505,-0.66863044954779,1.04291500945657,0.677698623921592,0.0853397577573679,1.40830731072972,1.09529190792881,1.90526558191225,-0.618768130715814,0.365939490990015,-2.61617839477124,0.86089055741296,-0.582301062283838,0.916163828615701 +6.44759895256616,1.12493091814311,-0.207380743601965,0.987838267454879,-0.0359224226225114,-0.508086216138287,-0.403736793498034,2.67574079585182,-0.327812680140072,-0.235357425015276,1.77376261131718,0.35090973068782,-1.40290590594127,1.26514414014377,-0.015519728626234,-0.351478853334928,-0.0139941045119107,0.363159858868327,-0.779166556871574,0.031439264369752,0.264251846213868,0.82554913408199,-1.63683281866016,1.26252689567853,0.49964579288254,0.0273187797098661,0.987361340420297,-1.11060437331526,0.67841919507748,-0.130479534484138,2.64712003801142,0.331968377856512,-0.438376209287732,0.339774120334188,0.209709303183808,-0.748730192668277,1.66666340779812,2.48365406783546,1.12082698678478,0.774014993072303,-0.895038720605476,-0.134708351469953,-2.74065267072482,0.635060211572651,0.333436910848705,1.00310030137957,-0.957215096573776,-1.20293180149599,-1.65944513025903,0.300808794696801,0.90351797927822,1.29913983525542,0.680538729772311,0.115378225384973,-0.0327668870943394,0.0278623656237697,-0.120300542727427,0.482376718058574,1.26805101113,-0.260710239101394,-0.00706277436943481,0.274834709674082,0.245235489338599,-1.40046896615667,0.313486040297263,-0.95217161575071,0.58490488284304,-1.1948801806249,-0.783839669845558,-1.75652739558994,-2.28988123471329,-1.90125145892818,-0.569316772437744,1.29036626413328,1.43699375921749,-1.58635552549839,0.952146612795582,-1.43862164787946,-1.57057249349426,-0.702813169398173,-0.510196016039387,-0.69271070829379,-1.40962645594217,0.726578258441114,0.786790567406803,-2.15354506929833,0.952602727671806,0.527789901679229,0.0392444235209645,0.264597562475079,0.912517304428198,1.20511061847292,-0.8583442378833,-1.41583373805564,-1.049646757075,2.23907921925683,-0.961061016995383,-0.872573649915222,0.930051219201186,0.0936407273354376,-1.48935750907078 +4.16578940555611,-0.0449336090152309,-0.392807929441984,1.51974502549955,1.0691614606768,0.523620590498017,0.231496128244633,-0.423686088681983,-2.41245027627225,1.97963332091796,-0.648070933515048,-0.174546928731224,0.677053890943881,0.939773685073443,-0.297577328151777,-0.11498040088108,-0.235200839818886,1.31475256465827,-0.706899068671983,1.35893058212786,-1.90735794401727,1.29127203757818,-0.271538029632115,-1.56379809166681,0.263341483514055,1.82762783344905,0.953509388776604,0.541586767943068,0.116412602428405,-0.547328149032133,-0.673749331588665,-0.139282385567736,1.40231750964108,-2.31638786086451,1.22315678618753,2.02929463268147,-1.54040100708771,-1.33166906271364,1.1651172181161,0.598681328050187,-0.648991738684801,-0.0847986379498059,0.765892847300955,1.28688712137424,-1.04047947080479,-0.306073756228376,0.418637737936863,-0.847956040381484,0.708386116469188,-0.930108582778496,1.27551042560431,-0.434561207509286,0.277780285638461,-0.223262793128762,-1.10946939931748,-0.462992943879236,1.23873889595785,0.758697062349408,0.767055438920887,-0.531885355815397,1.25845219687922,1.31569555144305,-0.683227174253667,-1.31091749894913,1.22495620365322,-0.328779339888762,0.309870921412552,0.181663411077383,1.15004154211726,-0.371528364779938,-0.350382181158948,0.249615401584932,0.54319120981008,-1.82751938091931,-2.03174608718788,-2.04514920839077,-2.15820988885239,0.0392728166743043,0.932435040066684,2.25421514206153,1.77783106976026,1.05654836603028,-0.953840680392175,-3.45050242350714,-1.05564728988427,-0.606378812944916,1.21729920964945,1.11237988289394,0.438219802345735,1.15499673468066,1.09002583964534,0.170672691867512,-1.31636720804658,2.25972997688168,1.49361257999413,-2.53329287099899,-1.13646515507021,0.110683714763395,-0.797457625152443,1.18144765084673,0.618856997880389 +-1.05800678813535,-0.0161902630989461,-0.319992868548507,-0.308740569225614,-0.483974930301277,1.01775422653797,-0.422372407926746,-0.298601511933064,-0.31379287344339,0.796794538639531,-0.199817475668204,-0.591428470216157,-0.789800446142907,1.27795248593622,-0.167679147061436,0.0729869418013214,-0.188318654237954,-0.448305910907794,-1.99290251051536,0.113494845099203,-0.925231266230656,-0.625104977916382,1.0917985539091,-1.49347152278348,-1.2001182774584,1.17841191437309,-1.70870131233114,0.780177978442764,-0.46631312529537,-1.28176030084847,-1.17881346835309,-0.734593825625815,-1.33850458003796,1.18834791279017,1.08705296268649,0.114334540838667,1.14504612633599,-1.36076832950042,-0.222584799465931,1.19722467606599,-0.554713238195959,-0.572961857183522,-2.35895358301454,0.621750481320795,0.483569083284815,-1.00135451975367,-0.107179673091409,0.326727610240207,-1.72133812048754,0.558514398907142,-1.97581951155636,-0.80892301575371,-0.287982966452846,-0.85294594664107,1.02138768063727,-0.349067805180402,-1.54092667027492,0.170762281447329,1.9148791176785,0.913139181887901,0.269866436645476,-0.170495811093392,1.35798041717673,-0.980845670873372,-1.23333449174602,1.84494827537588,0.126987076474046,0.558099802649406,-0.807183943971358,1.07093300773198,-0.0122421985295165,-0.0559608431960576,0.550441512016353,0.873412535308924,1.14787525983566,1.61287697824205,0.701410048368955,-1.70418129210181,0.196319847361761,-1.03169670115199,-1.12358007788076,0.763626970500598,0.826372429054091,-0.302240735909467,1.60878472890498,-0.504688565537794,2.23266336129732,-0.493471128305632,-0.740340531341119,1.55556201971689,0.81112481373771,2.27598615163118,-0.592276954548105,-0.154104814259141,0.303647875778528,-1.21122826798173,-1.55047121714841,0.374670543169319,0.962386388965802,-1.10877113625391,-0.0794407189959519 +-0.865140349403434,0.943836210685299,-0.279113302976559,-1.25328975560769,-0.121010111327444,-0.251164588087978,0.374118394695298,-1.79234172685298,1.65987870464572,-1.70927618064586,0.689243732977183,-1.33402726089608,-0.465728889434096,-0.291160143634804,1.15647857993652,1.08877461255298,0.951283068840505,-0.80816446825925,1.89987653291093,0.174306546340086,-0.11157129294476,-0.87514675454924,-0.313753260213032,-1.09713482195183,2.15178194201986,-0.356311144925066,0.293398785092327,-1.19218892637239,1.84623329220598,-2.17051157974568,0.71355060508576,-2.77759276392393,0.764025361881707,-1.39033602649513,-0.193491155814907,1.3881842812214,-1.56194956414967,-0.235092456332526,0.271809486187721,-0.368173869420077,-1.05154685106784,1.66760643628207,-1.27196213516537,0.665175359339646,-0.332383391725077,1.29253648281127,-0.298918554746532,-1.45953689168295,-1.94659714109231,-1.49811321528191,-0.605766262380735,-0.522351466372015,-0.620240713936569,1.0928103157644,0.405494965119625,1.38715841012422,-0.217596416261207,1.75503583571949,1.08128986361518,0.418777267855922,1.44953050416103,1.44695364696722,-1.2183994673753,-0.604417109145677,0.31405182784812,-0.0603689485606194,-0.52173391138763,-0.654412241362467,-0.28512299873993,1.68815025868071,-1.37858364766303,-1.54927952435673,-0.936678117978231,-1.35041691069749,-0.541282691140351,-0.200283743151774,0.865395606550807,-1.05194743440352,1.09469924960505,0.0489943487709183,1.19342612720428,-2.23051432165733,0.810535203369327,-1.60893375057821,0.330254713441117,-2.57563108271077,-0.716487136454238,0.644119383595946,-0.418816556870605,-0.0245897650326893,0.334053787982047,1.32860266738983,0.167040736782326,-0.298111488396356,0.958031837147036,-1.186577016595,1.13427965306418,-1.12360067151026,-0.677157225649645,-0.15095989021214,-1.43119687342748 +6.0381985174047,0.821221195098089,0.494188331267827,0.642241305677824,-1.29414000382084,-1.42999344738861,-0.366005774997015,-0.248008225068098,0.130953100607517,-1.66366871188344,0.0361455098365949,-1.09729850119228,-0.104852065234789,0.776172449681573,-1.33876400921731,1.29256873846574,-0.154014785973495,-0.0862684990395799,-0.756206935872664,-0.053480404684855,-0.965234425432678,0.14335694280806,-0.682023897202607,-0.0291067478840087,-1.145469601333,0.933794629899443,-1.14900188882747,-0.247267138108873,-1.29139503119317,0.000563215578913007,-0.0121010645702177,-0.322853958783463,-0.395506774196244,-1.58618502330435,-0.795500112368818,1.35648408922355,0.471221587835894,-0.0895549823928592,-0.910261998255786,0.702319798990721,-0.103330413021971,-0.57670173483092,-0.428374386987539,-2.62310970806095,0.919103744865107,-1.34059272302743,0.309770554875277,1.2231934047562,-0.924093854991773,0.511231407789783,-1.57789432947453,-0.28771573691542,0.227813483258274,0.181231396998755,-0.542068303255211,-1.74384585318467,-1.17385937436949,-1.29100541480158,1.18944042456286,0.0400330230001324,-0.180204125174449,1.64721350504056,-0.510117478419977,0.275159706094757,1.06473924750175,-0.538879186434466,0.69004937928982,-0.848675573126214,0.694777745006899,-0.350428684838451,-0.348201788120474,0.0633955981768929,0.403899727307158,-0.190908889546427,1.13963177770373,0.264567501993883,1.59500243057655,0.00632263354923956,0.0870458735921619,-1.49660583090466,-0.798449297290889,0.392795258862341,-0.00607798110756808,-0.718498732007579,1.0836603530539,-0.237763106844554,-0.571776592523872,-0.574898756840574,-0.657288964663847,-0.346118713059512,-0.786101940707227,0.309350803672567,-0.0949093361044551,-0.867992539368592,0.785824381073579,-0.824407507635977,1.64246989795711,0.359791873427193,0.687957711202111,0.673060637601006,-1.83901195112094 +3.97336464923632,0.593901321217509,-0.177330482269606,-0.0447091368939791,0.494312836014856,1.70912103210088,1.19010144652106,-0.247303918374605,1.09588868268958,0.49110955231555,1.94353631225286,2.03610360936432,-1.64785108730534,0.295725633211195,1.08676877525818,1.28251129409906,1.85424450475186,1.58542427252084,-0.377955779724224,-0.424758034043152,-0.162898923853373,1.42518963325776,0.0520806864869834,2.17368491956429,0.952305694430701,-1.08533921211607,-0.175293900190847,1.65407193138734,0.960735559683086,1.54400160892158,1.25986965199291,-1.03558647376593,0.70667396599867,1.30293382419895,-0.289757356258683,-0.712381675658692,0.0357610372343732,0.200828737729833,-0.741121060037364,0.0753470583633293,-1.43444270083291,0.301856343087538,-0.438388143490528,-0.601095018666895,-0.357306658719488,-0.0374412003899106,0.254681415413411,-0.170845086003352,0.415847105326159,-1.20913130739052,1.12581253551792,-0.643213250563503,-0.443279532473854,-0.64806948679538,1.3879059266832,0.377979392077669,0.390681290239953,1.350223041423,1.9145973043844,2.47047234518052,0.581731788354472,1.0134914277516,2.58605704824963,-0.202413580613695,-0.308678696579772,-0.94191971099043,-1.13079345060888,0.162132611273421,0.506544611442899,0.776266888106905,0.594704292880913,0.678469773470842,-1.86209325725213,-0.516364450130856,2.32943595179259,-0.711262446532054,0.910785368678552,-0.59813932496434,0.610293769729271,0.0607870848428113,-0.0860784739224728,-0.763776843669467,-1.10369519525748,-0.265265431446959,-1.46221699088613,1.43365203693584,-0.0720051332077797,0.00771094888868792,-0.889792216237348,0.159325017970611,1.42492094564972,-0.643054170924073,0.0498339110522666,0.865981008222178,0.152239853529518,-0.371766448845303,-0.0507186060334669,-1.32487611336145,1.23442464627911,-1.08574472790331,-2.26228662183562 +-3.45899251155551,0.918977371608218,-0.505957462114257,-1.73321840682484,1.30790152011415,1.43506957231162,-0.737327525257229,-0.255510378526346,0.489340956943913,-0.174055485572285,0.737213733789873,-0.326489593374826,-0.0995369519713592,-0.517199554781421,-0.350684196699262,0.979056118294658,-1.90416735438949,0.101057448186687,-1.36395480148574,0.207911552099919,0.860184054944303,-1.7347494260304,-0.709296467839587,1.36978704873579,-1.23592403203755,0.11980643627905,0.035154801957687,0.50303989515941,0.23254089109578,0.388594092073413,-0.476976798602349,0.0547526501967002,-0.116138529198411,0.736818182032297,-1.43605034570269,-0.690128993283825,-0.351850232327599,-0.265365341873434,-0.426786424237152,-2.26265058199372,-1.38061851977366,-0.389822327794674,-0.462495627433044,1.01442203183073,1.17904679236038,-0.212395706793752,0.17646838198949,-0.327014082481113,1.15858399776454,-0.326330444021678,1.75643086982229,0.342818721429651,-1.67451869393188,0.30274122586034,-1.26955148364046,0.70357724356553,-0.0285058798649181,1.18198043771503,-0.541364619243498,2.08481155321195,1.2082825150627,0.0531912376296632,-0.739061666553098,0.542815828928492,1.10339444636492,1.07786806794223,-1.46780029786377,-0.560082018015502,-0.395495535622728,0.370638689961539,0.344152365278957,0.197444290007926,-1.56540031416524,-1.64011332988958,1.51099910327601,-0.0346602683192332,-2.38078219215888,-0.675425738554814,-0.728417875747477,1.13212036659759,0.106791184893085,-0.160173690861392,-1.61431233582923,-0.835391558395808,0.167079855156733,-1.98402783392271,-1.4605230546696,0.129292413351798,-1.12462473440855,-0.177631298012807,-0.0794358457971349,-0.737224309433884,0.516714793953567,0.251444085054431,-0.423357573072579,-0.0310870612242919,-0.985130288236777,0.771649463497389,-0.756992630316063,0.0870402610420736,0.869412958204601 +6.11186634872284,0.782136300731067,1.34303882517041,0.00213185968026965,1.49704100940278,-0.71037114584988,0.290666645439266,-1.78693810009257,-0.778910295448653,0.961290563877483,2.32133393302204,0.77400521202148,-0.439857636843203,1.75723302433968,0.7347232445509,0.329469783429092,0.359299701900462,0.148762211652968,0.74195815930761,0.99292291778912,0.0180987749773109,-0.837404647022428,-0.354708314346325,-0.378380661488477,-0.893846356054158,0.471760499747085,-0.666786427974122,0.910053367012874,0.862549935300524,-0.314827946205171,-0.942721046710143,1.54368491874942,-0.481397891384663,-0.571109489158664,0.877356249000453,0.274245474317981,-0.943754999834765,-0.110013783091227,0.750682537340365,1.05470523935575,-1.49939252899851,-0.805946268792022,-1.13061166997732,-0.138839845423679,0.899928982272971,0.694408192578244,-1.07468219623078,0.459207081438735,0.956898780521356,0.677647757938583,1.18147029791757,1.44810563598613,0.668927329809365,-0.928398163186561,0.918053323063508,-0.740730900607177,-0.726327602489376,-1.26361355053047,-0.214115230639709,0.740644467613081,0.970198380570397,0.993177208271887,-0.834461582672744,-1.62671582335989,-2.1268244294024,-0.624565985452424,-1.46242428502364,0.488163779632274,0.61265478522937,0.62069482041544,-1.66298110135301,0.234274361382477,-0.0314050968086982,-0.42290985564305,0.891121611328388,-0.842906524330875,-0.343467914883321,-0.60528122410764,0.685527239966386,-0.610692298651687,1.30510783378647,1.38570159943181,0.344897917709448,-0.379635526788475,-0.917457704516355,-0.215083460972643,-1.12927138131243,1.043305214867,-0.446747268442171,0.527372605383554,1.50983134294386,1.37781454981078,-0.880688186098799,-0.577921000083399,1.00008623542852,1.66097286472424,-1.0430979318798,-0.560872736384227,0.437707325159999,0.909291099202433,-0.373874955372416 +-2.24788798977547,0.0745649833651906,-0.214579408546869,-0.630300333928146,0.814702730897356,-0.0650675736555838,-0.884849568284455,1.78466281602476,1.74355935292935,0.293826661677307,0.34890934629397,0.78500640067928,-0.718511451938464,0.161726818855121,-0.058414483783753,1.8796357177335,2.1145349462097,-0.546434668144039,1.61097599601383,0.813857888451312,0.13726245583651,-0.715752615389938,2.39503334179611,-0.778744876326706,-0.7089109834713,-1.6973883619641,-0.815686817070391,1.75621965936631,1.41142798959315,0.790833341491719,0.760675548441982,0.964446254365306,0.0488398955331024,-0.420380806075636,-0.1052148043996,-0.380786630404856,0.367376615854782,-0.213782822034777,0.6493286576328,-0.897325311528992,0.0220188600665074,-0.650873892773728,-1.32166372557291,0.0338112759642856,-0.251060976511258,-0.0474178133303296,0.104354436034201,-0.425436378804153,-1.50123222495939,-0.74756271994563,0.0806449232992652,1.35370666475091,-0.0791361259651342,-0.440871371771226,-0.69435556111006,-0.140656771619701,0.522555897009121,-1.56723702336193,0.567519388146414,-0.429351545191062,0.162388953061996,-1.65779075074551,-0.21281988800494,-2.36986705647144,-0.562107863054652,-0.250794217248866,-0.944582331387148,-0.923572324479379,-0.233414479824185,1.38759977339297,1.04885644897282,-1.39149989717533,-0.644570016887448,0.629567382367021,1.15630020915752,-0.839637669406768,-2.13860932860843,0.223427870583996,1.3790497851585,0.945219786763031,-0.996159490264676,0.0984408543730287,0.868722080373219,0.22312030537111,-2.69176718967558,-0.224622852936703,0.465923558097236,0.705790499231181,0.171375943525628,-0.144833354278006,1.02888945741908,0.506943294332602,-1.21072882567315,-1.12880834077739,1.83485383521654,-0.0331356798441635,0.241083109809096,-0.0643860223062941,-0.430620417402897,-0.16656566580353,1.0919225791339 +-5.99619117482558,-1.98935169586337,-0.179556530043387,-0.340968579860405,-1.86978879020261,-1.75946873536593,0.208006478870832,1.76358634774588,-0.0783872853310662,0.0809993635091707,-1.13391666127592,0.763246080345894,-0.554597596334913,-0.0546843758381312,-1.34581290425275,2.04289903105136,-1.13574898684316,-0.527675587264115,0.227387446895332,0.996005583833509,1.59888607124798,0.374820958042662,0.551009936822662,1.26408532917631,-1.19765706762331,1.19270578079419,0.121877368482829,0.127037057543004,-0.0130148481904327,0.18858559056274,-0.249951423513271,-1.83230284878881,0.311303005724369,0.895919378928683,-2.33468384360572,1.11582877486858,-1.86547171250828,0.755948255241542,-0.448295562458784,2.39885487143668,0.0999637218155769,-1.82620269735605,0.14896529316733,0.51582886424367,0.659700863471874,0.905847974958103,-1.21219976858165,0.56061225583107,0.616214925243793,-1.45437734874431,-1.57678167364501,0.474778891822527,-0.543924729050942,-0.372481788714959,1.72636848967741,0.326751062235814,-0.886583792691759,-1.76690400433212,0.448029690705025,0.189237798224729,-0.325164834410057,0.141984700266777,0.0528419782371388,-0.86289210187414,1.14066442739015,-0.516473846771096,1.69646985682928,1.1250689091313,0.949419270563488,0.655707504787526,-1.0325878929981,0.317813277684331,-1.62280579284382,0.150838334445736,-0.243987108296835,0.260222335130093,1.15088987722858,-0.739336412827296,0.269797799464617,1.12043321706759,1.29165117154488,0.633756275304935,0.119734763974367,2.66584562748559,-1.7400307697346,-0.401193673284838,0.519782608478249,-0.810465125856486,0.825588469842571,-0.0251149886877572,0.748847647935484,0.21021005131471,-1.85503338983951,0.681090730300215,-0.315833353833228,0.986782134780428,1.52298529728673,-0.0590537719421214,0.747610558525696,-1.44175727496863,-1.03421767813408 +-2.52757517328626,0.61982574789471,-0.100190741213562,-1.15657236263585,0.48202950412376,0.569722971819101,-0.0477301724785263,0.689600221934096,-0.975553792522548,0.183661842799281,0.421335267904323,0.294808759565037,1.24548917675143,0.528971600668833,0.346905269277825,1.32857637262015,-0.796255985784339,-0.139871559492049,-0.400515673917362,1.73274427091968,-0.11130084868045,2.38332796196972,1.24878589516192,0.308013117041762,-0.0700903423260169,-0.687800122532551,0.0653540551699574,0.265966968936156,0.202264013941686,0.584341932602842,1.07886319082688,0.132961342686625,-0.00442018777892362,1.09070441965676,-1.09706520039174,0.172350187000914,0.11055393642606,-0.155226372071595,1.05941538299433,1.26319966951482,-0.115120629722453,-0.0998313939175012,-1.60396193394315,-0.0750826383435193,-1.84831054944285,1.37020168909189,0.431488652195937,0.439922374281781,0.0867958504947447,-0.100831137747452,-0.461701072815871,-0.248924901665984,0.00967644138302005,-0.817698099264646,0.918244372705124,-0.799049591266918,-0.162437813117404,1.0313827567534,1.58733760064956,-0.541921482624024,-0.173139475298525,-0.673173878521522,-0.809122071383575,0.370632699539236,-0.688818338926201,-0.363548657663322,-0.259128439895072,-0.21163689301712,-0.00531150383562934,-0.758461281390557,-1.16106891210955,0.855072852304299,-0.408114505707046,-0.50785535153173,-2.03778217808496,-0.550489182031956,0.549936745709522,0.642356181254827,0.250341944356313,-2.22510501713994,0.530919754319449,-0.549741859038556,-2.25311893262372,-0.37990378057292,1.46234362005811,0.568240256644389,-0.702771623776352,0.0495612922710824,0.417227446412465,0.87090425287939,2.49253474681187,1.37855390270381,-0.27015719402789,0.86858192445155,-1.09158941376549,0.630174471309162,-1.11077294736578,-0.0666339690647122,0.313954188581403,-0.0402532880004075,0.406719932956365 +8.06198178689923,-0.0561287395290008,0.712666307051405,1.80314190791747,0.456135603301202,1.61234679820178,-1.68452064613859,-1.10074064442392,0.0706598247385691,0.16625503539133,-0.924556256814186,-1.25235592417266,-1.2589213509611,0.389734521255614,-0.638404646984218,-0.219668643736572,-0.397569450150752,-1.58941141444985,-1.66958039964306,0.357042034431723,0.285455873566112,-0.46391296156182,0.0494701524457691,-0.418501689523395,-0.849229429807808,-1.81045647167141,-1.72635251638306,1.08003827895066,-2.78601472975644,0.514992388265937,0.642844233181312,-1.03340203846113,-0.195495343860805,-0.052028492656639,0.386193434256944,0.512564515459828,-0.486629941792978,-0.253006698924227,-2.69530466049794,1.29058501543878,-0.401538807587946,0.129403465792139,0.434257465623256,-0.701453535284976,-0.63235536203598,0.608531723662542,-2.21306893008935,0.594378595526582,0.293257014640153,-0.595800384567101,-1.40348431192419,-1.44368394451887,-0.464139419264689,-0.577042410739639,-1.0537950212349,-0.856266276070207,1.82627086817372,0.169722721165277,-0.681540997028226,-2.11941973829706,-0.599860458046961,-1.44189555080687,-0.934860253252772,0.279107026811628,0.424244984266371,0.029299666548113,0.132573953711208,-0.389056131844617,0.297882515217174,-0.455743672722481,0.442754113669837,-0.300574127408493,-0.0176683842503449,-0.473392795198617,0.227881634507983,-1.24194026165331,0.0348264595729851,-1.36940098281516,-0.0973304211286476,0.854986705919063,0.0933852625809922,0.630221206947342,-0.133907681567792,-0.123913447658266,0.482927490170173,1.69858404543845,0.375886154360217,-1.43329844870587,-0.599410430744487,-0.402653134429456,2.89540799998571,0.0565838698882385,0.0796198930267878,-0.818102306702089,-0.474783187168915,-0.181516965998299,0.175712927588974,-0.821360562354067,0.10638232911008,-0.758419863113945,-0.562993932358833 +-1.10123951701785,-0.155795506705329,-0.0735644041263263,-0.331132036391221,-0.353400285829911,-1.63728064710472,-0.144226556618951,0.714509356897811,-1.5185995288232,-1.26959906621425,-1.00706236611934,-1.00950375276966,-0.215384481428024,-0.705771414843546,1.12439235451868,-1.0400474315513,0.0917240415455821,1.23410416568767,1.4907010973021,0.15572633458215,-1.98390989606672,-0.426500402118622,-0.455548815270433,-0.0376429295763268,0.156863358630424,-1.24269855088918,-0.935586630459664,0.00936885081226534,-0.158000365979318,-0.17023434635851,-0.227594653880278,-1.72828721339192,-0.890046675251001,-0.670079845603982,1.02091914912631,-1.76720344019799,1.19753212524764,-1.65130354378339,-0.327159191352153,1.9884855777354,2.34462340773858,0.415468902905128,-0.229863967854201,-1.10057482905044,0.524326464917881,-0.779106423107874,2.73697025232025,0.682943697520225,-1.18605794016193,1.14146594592869,1.46529955100873,-0.983675924123009,1.12629957234273,1.014091867339,-0.0107258753723542,1.16294974037507,1.75569661407061,-1.64342972471861,-1.07877667813488,-0.164193422517024,-1.23681793211227,0.832124291210071,-0.805830056331267,-0.0632493598588507,1.37154528213557,0.89889869673921,0.223061556392646,-1.82802197960721,-0.1502349177234,0.365194720794584,-2.62925732221831,-2.99778295733103,-0.154649872602174,-0.833963517996452,-1.79927603130623,1.30389968847366,-1.27317001676474,0.657518496184172,-0.300439600365208,0.451643353837152,-0.0634807744330987,-0.476780817075594,1.49637109600574,-0.60446865547781,-0.620996068577777,-0.878429505998428,0.865356181876486,-0.366188928582747,1.30208656034657,0.974899530163693,0.118815469185221,-0.747595110836321,-0.970835648957325,1.31370674645314,-0.459604279494042,0.128205082371562,0.392610124293341,0.322055822608865,1.49858055744418,-0.661005801910661,-0.466824756088264 +-8.52255572724064,-1.47075238389927,-0.0376341714670479,-1.60551341225308,0.170489470947982,-0.779568513201747,1.18021366550265,-0.246470316934021,0.863779032791318,2.34949332061946,-0.189474330103611,0.751391194545935,-2.47196171011946,-0.0531784750924348,-0.827733030814888,0.19294978270913,-0.238694074135277,-0.335454848332105,0.691487433198398,1.55278865626246,0.0307402181073715,-1.7030952143982,0.657889402027386,1.18729856637511,2.01741510883182,-1.97075520655516,1.29865429816607,0.384220243825296,0.831637995092736,1.04120211544243,0.175949524373234,-1.15987103180553,1.19778611942054,-0.399551243973612,0.375168197707092,-0.670223431272913,1.51283242847154,-1.7595266794624,1.31966901873928,0.20920690626195,-0.97721684159472,1.3115125574602,0.549099472803757,-2.22676407343941,-0.836624470537046,0.903155549479181,0.264909543602995,-0.975210835699629,-1.10290039395195,-1.09789470959784,-1.24465112690755,-1.19330120287374,-0.471037770304573,0.0661054679325318,0.689370848533075,-0.683111941408483,2.27008072857037,-0.249066139722486,1.42178095817987,-0.349212773121939,-1.02788269793717,0.256604961839733,2.33035845266609,0.753888689082631,-1.7750290629685,-1.0325940173496,1.41190395976712,0.21368244333348,-0.652084185205711,0.494590891641599,-1.30507208606628,0.12280134682173,1.82177498977747,0.407738655980436,0.442738304072951,-0.137842970430285,-0.422469306982115,-0.0839885334882809,-2.34391847037334,-0.673752497423343,-0.625516298496334,0.254120685003172,-0.334586946806364,0.154725736123256,-0.315283201800459,-0.150887974503741,-0.028432859818083,0.140392699225585,0.555116072557163,-0.607443795520809,-0.116214376645272,-0.371087436765556,0.318321885211349,0.711474714386018,-0.928404309844788,-0.946044748090142,2.19120279583582,-0.567582753586689,1.87198836579114,-0.877790181658959,0.593307217799615 +-1.08604007365756,-0.47815005510862,-0.681660478755657,0.197193438739481,-0.864035954126904,-0.641176933750564,0.681399923199504,-0.319786165927205,0.501568385364368,-1.41200540742533,0.9339167001786,-1.30835351258276,-0.674169320106069,2.60644448878565,-1.78778013751545,-0.555236251879244,-0.461962363699386,-2.00100250680987,-0.0409774766647957,-0.0640696178455259,-0.760004886262192,-1.04149735602985,-1.48546741238514,-0.105657693844905,0.737592620068243,-0.412036665404596,-0.589983651787971,-0.532972848261885,2.18853151354752,0.321152384880494,0.36861980927607,-1.39344360096616,0.0465750117656711,0.433890095946288,-1.14089496717134,0.276952947504673,-0.726766737097221,-0.392785997404055,1.55851138518142,-0.444696566571594,0.897231770683923,-1.65570825100467,0.00676956777443672,-0.184650031996395,-2.4128197117105,-0.130165784238847,-1.51904140905982,1.51615681331638,1.32898344764457,-1.40252934910498,0.652591898766256,-0.0604879128575672,0.437421700641947,-1.93007161856328,0.341343974592612,-0.461901956582538,0.466426794127747,-0.506931720865329,0.111792235123168,0.24090913973781,-0.205723471340209,-0.686570117588295,-0.324105512671782,0.67804469614136,0.418465640595231,1.02901847643929,-0.257863203492038,1.96010160498191,0.0317848045061167,-1.39695287989801,0.59822413504655,-2.36168157746245,0.669322259088126,-1.40117918072142,-0.691736451143389,1.13334808966221,-0.300559699063897,-1.26721471545022,0.0516355713585148,0.29051723614312,0.0395161645537832,0.579352661923954,-0.705005794129931,0.00741573156546714,-1.15126887978108,-0.446211846321643,-0.40140704262003,-0.545419692127589,-0.288522470952582,-0.66700823018166,0.0255618173644014,0.198559183537393,-0.766016947486738,1.4676994647369,-0.841908435097347,1.16109121093131,-0.218179781281054,0.313684553925905,-0.267580113845018,0.739785654860397,1.45117809275578 +1.31662289859038,0.417941560199702,-0.324270272246319,0.263175646405474,0.679230774015656,-0.681131393571156,0.143247630887551,1.3626442929547,-0.354781329646987,-0.0169614927822389,0.343909999577983,0.527540097063652,-0.501297185429917,-0.0725931047832675,-0.854010002564265,0.274990889851362,1.9263406073496,-0.0174584027383683,1.20434485267842,-1.00821875816368,-1.22401321751577,0.768734962012234,1.46918454895137,0.202441652299197,-1.69158922396172,0.825804061208806,0.555292978526416,-0.822547689463243,-1.1460935637241,-1.55759253982208,-1.16894944176609,-1.00193144531418,0.261717906050118,-0.187513913379056,-0.75169845910729,0.4319677760602,-0.247861366334999,-0.936514737913993,0.860637444235263,-1.65847751361708,-0.0917422928021603,-0.555518890306087,-1.75086937624733,0.501647908077651,-0.317713527514673,-0.0606927432236921,-0.00504189932220751,0.079474282540535,0.162513579554029,-0.759404372624735,-0.330994069771853,1.95002254513861,0.422756772446855,-0.720111817944939,0.931995927538508,-0.795171023322108,-0.962545161006637,-0.0277094890074275,0.45232075953986,0.516667271779334,-1.53274436005802,-0.0153566103314507,1.70992273424163,-1.03778743149268,-2.09022705473653,-0.465841348193982,-0.458183928424991,-0.0105021615814683,1.07200186325715,-1.49320187015811,0.182940487894312,-0.808327923203117,-1.49436761988188,0.453661091810076,2.03400238523329,1.05391539472944,1.14026704783858,-1.01715840208088,-2.56440110550349,-0.471983289920366,0.615165823382556,-0.598828550361378,1.04924801673898,1.26662932585255,-1.24211111208161,-0.596050163584027,-0.310875221796177,1.17931710487164,0.0464395827392657,0.834263469206034,0.949814243530791,-0.641811690271703,0.0714390415422712,0.460337105760731,1.24505178408429,0.547091585058627,1.75940906047129,-0.0156673947412101,0.0925909228014769,-1.52647711837621,0.541883276189208 +2.47681457360002,1.35867955152904,0.0601604404345152,-0.985826700409291,-0.327101014653104,-2.03328559561795,-1.19231644371292,-1.22788258998268,-0.48842888759119,-0.544319352621665,0.814020276463554,-0.53353957357734,1.54232578795203,-0.296271891430325,-0.572022722356352,-0.55051340508595,0.122054814822625,-0.240966895843615,1.29851496357034,-0.892895523657041,1.00236665253138,-0.74532037743636,-0.221761166104173,0.780408474277473,0.477716591999452,-0.561558774366251,-0.194943476102316,-0.046654962586115,0.231250102668602,0.626407794577016,-0.579432534850025,1.34839194301861,1.33969527376543,-0.993704953689841,3.06452389269812,-0.960891554937323,0.134429189269096,-1.76524039239768,0.142136862048121,0.582330196939139,-0.316511372843731,-1.63979745668635,-0.445505932145011,-0.587194987196237,-0.289611893249308,0.0342570864743178,-2.44129914846835,-0.310148341613777,0.797784419977436,1.43397995805731,-1.41991475872054,-1.39988212605629,-0.0111967938288012,0.349959404095901,-0.833442563318023,-0.625037130023762,-0.362847188823409,-0.248249852722368,0.88226511556746,1.10769222419312,0.623322154380955,-0.855341645871241,2.28301601656861,-1.08606039620154,-1.92387869850128,0.616747207410712,0.270843802533091,-0.139952641090546,-0.28299521385874,-0.0654240555895075,0.153495295554911,-0.855474799693943,-1.18421218534024,-1.06930054170302,-1.35785935380599,0.591779864176981,0.820175154358249,1.32020740019834,-1.90076400859733,0.282109102262848,-0.880885741748797,-0.472780486500831,0.0782758225788369,-0.245022952214231,0.404134500621056,-1.27326215705109,1.33804952445875,-0.392576369083677,0.758181881166226,1.31379866916605,1.00968615102136,0.20460423910098,0.337849373924824,0.362049852470101,-0.191436640514587,-2.21712261491463,0.221465847042549,0.647841034815065,1.34167996999818,0.0245676117851071,-0.0601832862409345 +-9.53346580681698,-0.102787727342996,-0.588894486259664,-2.88892067167955,-1.56908218514395,0.500963559247907,1.16922865278909,-0.511219232750473,0.936293947292698,1.80011233335541,0.915341002280603,-0.398376014093638,-0.962018065236758,0.734330336061997,-0.825930678709155,0.921259893093488,1.09205057650629,-1.79198939892252,-0.462217020759918,-0.654514621220146,-0.0215414228588399,-0.486471495507802,-3.02230321365538,-0.542142379532731,0.0746825133798951,-1.22681728384888,-0.688125437397462,-0.562809635705197,0.0226483574116589,1.97365008215243,0.297339761067981,-1.77583638741353,1.70150119049505,-0.922410202217711,1.4368046454751,0.0274305658483761,1.08531786542511,-1.75931144884997,0.202363274147139,-0.711207574206087,-1.40289473916771,0.288930606422243,0.521403799517939,0.556144905893475,-0.603945694413389,0.988003880527621,0.298880900053751,0.147318291026405,0.0231119753594884,0.863645243166186,-0.232375612170235,-1.18108188326131,1.31791328501169,0.439655317500039,0.343462601814943,0.572586816548763,-1.23411385183558,-0.386954450061208,-0.546460016800459,-0.867301691706294,1.53659516754776,-1.87218164440667,0.626823268037131,-1.68313085859601,-0.686284240250013,2.30812167906499,-2.86629932227667,-1.67020884889157,2.10526739969842,1.04008267110855,-0.49722848323714,1.13212262605166,-0.496189703291043,0.202481358107054,0.613452067684209,-0.452060514278672,-1.06305552499706,-0.729907578835921,1.26427653193114,-1.34457641564368,0.703506099630157,-0.26709938119586,0.0175195519279856,0.0820310655081055,-1.15602162046539,-1.86427569721599,-0.302249235496734,-2.11637060806445,-0.65468875657679,1.44862046124972,-0.783261736768549,1.28483579176257,1.62024691920273,-0.691958312000323,-0.271704085463045,1.04648672057513,0.660993024925023,-0.0801237949171218,-0.152118150284164,-0.134547179965895,1.04079891528602 +2.63919552983102,0.387671611559369,0.531496192632572,-0.640481702565115,-0.367450756170482,-1.53179813996574,0.0792017089453723,-0.731194999064964,-1.06240838642214,1.01144017617923,-0.171852130422256,-0.789569450494829,-0.872179536441406,0.40148074643659,-0.237584094046457,2.18945599237245,-2.97225747544741,2.04969151122701,-1.22577374782218,-1.4337828285212,0.94532133928423,-0.353039444838667,-0.869095539586013,-2.02653214649499,1.9424313403825,-0.333583964748526,0.0826986445058158,0.786890999066481,1.37912958917576,0.303483261547269,1.8524483219266,0.370374694188887,1.55129531436729,-0.0225864996708584,0.322555414381295,-0.369601754326244,1.29614591705562,0.722482194517329,-0.500252015337885,1.36899877314235,-0.154593922358847,2.29175453252274,0.415691765588317,0.783743800978461,-1.70126024204208,2.19986576581185,-2.26543914064524,-1.56096140369703,-0.245389734916679,-0.739430466119299,2.05938995618191,-0.242625812209769,-0.982757926947174,-1.49766636835482,0.0160926119054243,-0.092774624043222,-1.48105965092011,2.00118684177239,0.434750363001217,0.00114594753983068,-1.00686724294164,0.741059033460329,0.0912471945496722,-0.027611448971584,-0.873141700781517,-0.252856193936726,0.407908321761943,0.165921356082907,-0.388929799205887,0.337183108666004,0.422251548688399,0.705827671386447,-0.491039436309622,0.623451074539442,-1.68922293223447,0.898218485941175,0.186785985152897,-1.99572129175883,0.0236401773768347,1.22287767222204,-0.954889749473047,-0.0910015639654721,0.198687316404084,0.0642412509743786,0.584859587636781,-0.791030090769833,0.109841074061925,-0.272071308507575,0.469109991284525,1.07880784385444,0.147022752554769,-1.54879515687726,0.24097730113375,-0.0878370369664759,-0.116174693173407,2.76379750283156,0.741069735716671,-0.660953393176569,-0.516460793178283,-0.204139318633775,-0.0564968985213263 +-3.60015594587703,-0.0538050405829051,-1.51839408178679,0.570507635920485,1.36443492906985,-0.0249976392782635,-0.451773752768677,0.0197520068767907,-0.983820871704388,-0.563716555906629,-2.40223111360906,-0.230141136270548,-1.39762961790436,-0.538301076039725,-0.59532649610771,0.963994790082482,1.12848905096528,-1.11721761151088,0.963266754105759,1.41818435319827,-0.908491216197208,-0.0623005243988452,-0.413891554934754,-0.0216719936807863,0.505147383068437,0.00617451505577059,0.16814683195678,-0.647566743813496,-0.246252755014694,1.98956325580343,0.806713657497222,0.0419605863244238,-0.322306165408928,-0.0107398513546401,-0.107484885158757,0.80784243829686,1.28762995567038,0.105902985199033,-1.15069185336539,0.0612009393130314,0.641791290227367,0.872090099529049,1.00812944995673,0.400380307336791,0.43277198360147,0.590155711992993,-0.420676044217947,-0.245720689099123,-2.4150182379673,-1.54253033806852,1.7002836912016,-0.372181381833533,1.21325760250936,0.0459947542279762,-0.458272053877572,1.16132958199284,0.572324188506826,0.852115399414548,-0.913803007260002,0.405472090331137,0.711489654035451,-0.346149730900087,0.2355916779697,0.974191884164553,-0.28219190187195,0.746360948485031,0.513257902751679,1.09663768589528,0.745467852024388,-1.26985508879035,0.449740311485523,0.833652044409874,0.318798508826852,-0.0773986470158042,0.0211606047575854,0.511772469442914,-0.467601088724001,-1.17735133976722,1.95683415646629,0.0316389654590907,0.0707828017471812,0.513792397163071,1.07116291059537,0.0276320800357531,-1.63099901385767,-1.8875149112098,-0.196603236116577,0.486983766834652,-0.628063484339248,0.283323546413451,0.535951557383192,-0.652592708931758,0.67560957613796,0.46964940659271,-1.01598585013608,0.35965264719703,0.7644337732779,-0.408816861886561,-0.446169090012007,0.79133194601272,-0.0390138109187499 +-0.791091259353154,-1.37705955682861,0.306557860789766,-0.05972327604261,-0.334281364731164,0.592984721025293,1.64202821280077,-1.57286391470999,0.424247877020078,0.205420795375023,0.795906851730836,0.877184841651799,0.179805166816406,-1.08272281091707,-0.410742194759605,0.741818476272659,1.31200012901363,-1.35354954481764,0.693211227960882,-0.593885665293328,-2.40220222687674,1.61961510955958,1.98921826495574,1.22228260594031,-0.258461577152228,0.246559481195228,0.805546728822644,-0.780032486098414,-0.0051253453797577,0.48032604872191,0.488187457988525,-0.132750488298142,0.662142145900213,-0.50023695238265,-0.0515328369491433,0.297532737973586,-0.338703588245132,0.390137002841739,-0.608551690703679,-0.252834857426658,-1.4061189523295,-0.370114642377036,0.69070062843697,-2.28193146410422,1.07362253489804,-0.452840296271494,-0.122025788607322,-0.523155881846417,1.2638714500113,0.385154088763427,-1.7406571411885,-0.560563330944452,-0.128639667467876,-0.664002724775838,2.18084691563033,-0.571579753448462,-0.506346753813368,1.60347150536235,0.0192534040756925,-0.395417679014392,0.688291144992205,-1.39313275247231,0.137711767165889,0.544652667777904,-0.507554744765474,1.58409482579379,0.231168507566672,1.07798379246552,-0.213497545007977,-0.75488189611998,0.20671451730782,-0.349970277106237,-0.901394358811178,0.212269925827477,-0.0922845237837428,1.74408158680213,1.03420695017163,1.44880027703766,-0.16348358184241,-0.347258237690739,-0.000499585657549517,-0.219308575817883,-0.0418506686616814,1.40405474104577,0.926335119687439,-1.26059597748477,-1.49370835279973,-0.916357907389771,0.0734111197684186,-0.145411879889215,0.541075885508582,-0.330314886967144,-1.1029490218287,-0.74828598655917,0.383668615163731,-0.922712693515365,0.818841409663539,-0.437813737410453,1.17948401359631,0.274823214601382,0.257656232825844 +-4.64959875934259,-0.41499456329968,-1.53644982353759,-0.0981787440052344,0.732750042209102,-0.19819542148464,-0.769592321599518,-0.703333269828288,-0.451313480552634,1.16546195019875,2.16911586935979,0.453733177541175,1.15409198778734,0.847801407504121,0.327991438408655,0.037356564959467,-0.48260797306504,0.451302311030919,-0.501393165926139,1.11897179804218,0.162938047526826,1.24621140625639,-0.078989767510778,-0.173681631884584,-1.2624715436231,0.447567913449668,-0.212200869049578,-0.901525194198359,-0.963002826853333,0.545158174960211,0.926501343556937,-0.0139420252131676,1.63973282019699,-0.181671675591775,0.789774089318715,0.0230556945047563,0.604296542217034,-1.64396343819755,-0.14707489115322,1.0086433548207,-0.888763510078909,1.29852927826183,-0.948305120314812,-0.207193007705491,0.438514800625102,0.128557477899905,-0.379204167625732,2.48570963398239,1.93028002249779,-1.45447799438124,-1.26835763969468,-1.00399608797403,0.41532224493264,-0.351877759574955,-0.826916257345641,-2.91282561465663,-1.03038312693035,-0.390858402683737,0.630685069498483,-1.12400054108384,-0.355954192468102,-0.781370237564241,0.822727553969719,0.139595606246624,0.8827279596645,0.281608405909785,-2.33550363407497,0.178009802053759,1.35096004310876,-2.05739487199995,0.298034901155022,0.192777271117124,0.1261173545069,-2.30991331278582,0.441871766012652,1.42106862745534,-0.279927183908859,-0.273588835495901,0.319506008408069,-0.936590633776952,0.875726693351019,-0.230545069950989,-0.139732141160984,-0.418993654321592,0.644691178858133,0.264633585027845,-0.841243747749672,0.0807239201292936,0.417928296502771,0.484753548660926,0.527250812513727,0.313820691702555,-1.07891924405383,0.338004013358695,1.15105493219053,0.405697592235546,-1.18322983161265,-1.55835968509815,-0.136749673177198,1.16184231558585,0.191412392399575 +0.96427803969804,-0.394289953710349,-0.300976126836611,0.560820728620116,0.946585640197786,0.892008392473526,0.303360960757848,0.715932088907665,0.925084796723901,2.2363228395069,0.0583834994596872,-0.232464147723414,-1.19853361008649,0.118845015006807,-1.1636466116897,2.18083368623473,-0.224858996653821,1.0332274248505,3.15397141698372,2.38408156329113,0.943208930634555,2.00858995573927,-1.48382894682663,0.664013191727257,0.0467896381203125,-0.245017937545673,-0.852429401883359,1.128544364619,-0.0193734778662111,-0.23264168238354,0.458309895141006,-0.366039300431897,-1.31824640069213,0.189541446490689,-0.217905542415339,1.10191446139562,0.920767407255184,-0.65481462110254,-1.43582859213366,-0.655228835942837,0.119647434288857,-0.15519373562607,-0.465066145255398,0.26354487727263,0.640643920873726,0.274196928146408,-0.83948486084743,1.72533251478581,1.63553583828235,-0.148862766336315,-0.986757092672769,0.883912871401993,-1.93184310072615,-0.861052381490187,0.089257159974737,-1.2205699384207,-0.728274581871885,-2.51418531324698,-0.520616296704242,-0.48412614406775,0.266310038392491,0.616985171337719,-0.0214282087803946,0.641395374498131,0.441285301757884,-1.72496727713293,-0.191596981381387,0.506749127619326,-0.220455259015352,-1.35507759596093,-2.14970679927273,0.367372858266337,-0.765123092182184,-0.915272486632184,-0.818520111316014,1.2277246448589,0.249995764338591,-0.0499292399361905,-0.668197147135121,-1.80622607946009,1.19496668250855,-0.163050216828543,1.01233452311923,1.59304159889972,0.279121297669599,-0.6172852662111,-1.65386336120933,0.902773993167692,0.0486398850575297,-2.48748335841864,0.975021761964616,-0.408639650319944,0.510043413983017,0.259470497482756,-0.697820100354512,0.667250034177031,-1.86431774178756,0.307493550229849,1.2270936306603,1.36069843870346,0.0240938235023544 +-4.73268598100734,-0.0593133967111857,-0.528279904445006,-1.18645863857947,0.00439870432637403,-0.0257150709181537,1.28173742118351,0.465214906423109,-0.198620809812313,0.302265076168852,-1.35491444952768,0.87000552469028,-0.425724401474022,0.482247222776156,0.760177665022408,-0.0795852035074668,1.66776531087937,-0.195885695113888,-2.54910689501694,-0.40328649415479,2.54460486023111,-1.85441951282407,-0.286871051313951,-0.547838197912795,1.18997076537587,-0.0764333945495275,-1.29667481478582,-0.38382680029112,-1.15866793862079,-2.05612468471865,-0.651943358441331,-0.105173946166973,-1.36494079498635,0.502988963491515,-0.54450237838447,-0.162053493690521,1.64476374303366,-0.0891427482546044,-0.243172363939305,2.63413136625274,0.925436128541132,0.318035556532309,1.25485699219788,0.109913046027477,1.18423360787055,1.28507917207561,0.681905231996392,0.393750984490079,0.303009715962924,-0.678642810181439,1.07119842121803,0.193539953347855,-1.8581657840252,0.647905071750828,-0.157931107179312,1.29779904399142,-0.915679831219066,0.591851131883643,-0.178219210346847,-0.441912882784146,0.863579899309648,-0.27560768656225,0.584549073737801,1.23839337642671,0.857911177680006,0.421013828885434,2.65179319248463,-1.04699382183417,-0.367812288811167,0.216318461073029,0.470458696263426,-1.1061993804371,1.19516554733241,-1.58036943366897,0.18345264003784,0.365541898812563,-0.0282461214615378,-0.125655525847414,0.764211619458245,2.53416823668343,0.0905842568102869,-1.81816790049371,-0.901940276053714,-1.07887815643691,-1.85436874359001,1.0463943689517,-0.292642983581653,-1.08505216780616,1.78239477197259,0.833649667857531,-1.83174812997153,0.933354056478031,0.316132388954748,-1.57910571361248,0.206882590086265,-0.350834556640113,0.457185463829057,0.0633608571704158,1.36019301478047,0.363001589351527,-0.706102766750937 +6.56147332588042,1.10002537198388,-0.652094780680999,1.09677704427424,-0.352322305549849,-0.647660450585665,0.602222795170429,-0.973902306404292,1.1948510169004,-1.04250660223103,-0.36755076555405,1.65600373414682,1.36630860884751,-0.291324804724124,-0.00255583605038963,1.37629502882361,0.0412185323166061,0.227310386780745,-0.00813808482908667,0.370108558443746,0.887190933493354,-0.462714382489477,-0.901023769016841,-0.917442005441945,-0.894031164622487,1.12304950909888,-2.54466094581774,-0.593280585043915,-0.157074398210195,-1.14736073872033,1.21580446481486,1.66024437713918,0.123357709062113,1.67391946012022,-0.274580325621438,0.0865447216024407,-0.886251616805477,-0.689411466799491,2.02669502369221,-0.305332901511049,-0.680326922509986,-0.0709682295197474,0.333757642356214,0.637637313953993,0.193131479256257,-0.415750420764321,0.821397980832508,-0.396870336938185,1.51858705744387,-0.397664708626715,-0.441666199153092,-1.52390517629544,1.66135842919965,-0.709225752502855,0.485045638013017,1.00604083383634,1.57500375289269,-0.742149400406474,1.49479606320448,-0.184042246853947,0.946342709820284,1.60031563243592,-1.26843193137542,0.566551237401812,-0.909317991985213,-1.28487213155502,0.481970479964879,1.62450423246735,-0.707245431614091,0.57547364969482,0.456695230950662,0.92224651734178,0.00210064988838708,0.65390688767333,2.07676549599407,-2.42022636497261,-2.1668631416459,-0.219396226942454,0.846087404999801,0.290442091727815,1.64699730444253,0.855187453368001,0.30662805204535,1.19410198187371,1.33450027986235,0.0594250468345049,1.16748765854202,0.712269361658219,-0.608462390701452,-1.31172731048439,0.00102992692990858,1.02294820705446,0.991203405827123,0.53215720462879,-0.241157561249945,-0.193463073528145,-2.13460115793501,1.10947912663254,-0.655431797702368,-1.12891445922085,-0.359198056208445 +3.96732090606855,0.763175748457544,-0.0568967778473925,-0.00534402827816569,-0.529695509133504,0.64635941503464,-0.307022264536836,0.559217730468333,0.495544705180151,-0.983542313495811,-0.934517579155246,-0.00636892891484486,-0.684297394658662,-1.65211027147727,-0.0382277709150002,1.57531667679071,1.03817484555139,-1.10219974998749,1.1387806409713,-0.575293013734413,1.06043676648591,1.04310383332729,-1.574017112396,0.437105753033052,-0.765291306202586,1.58075036031528,0.536258011619238,-0.125025897084015,-0.600721005209396,-0.18005167444172,-1.08650836185774,1.55507762193835,-0.592030363803457,2.54722815235059,0.0276239006189358,0.0169979019330747,2.17250012907334,0.142398384504201,-1.01799744846075,0.0984932015124599,-0.129415110209151,0.183467326903339,0.202687858632212,-0.184458694645864,0.864737855906628,0.377542777226381,-1.62036429534797,0.759329840572267,0.961674511310053,0.39858805009632,-0.134022931732265,-0.295123017433639,0.278337589387015,-0.399671204826665,-1.77498807212361,1.45122270713317,2.86159181140889,1.70200728605702,-0.454711032225039,-0.680634697914319,0.574816905719864,-0.149851471425947,-1.73735015259251,-1.34839300287357,0.509607802000295,0.404772068554416,1.19735891567479,0.072521138865683,-0.632482412803412,1.07866865251156,-0.116386274879289,-0.245992173078088,0.533028926901366,-0.444031491614751,-1.81123203355911,-2.13116275579945,0.792098794785287,-0.201778791236132,1.29629095933177,0.512816761339674,-0.180371589315601,-0.780880604750169,1.18663531329648,-0.802668704814646,0.989956631479595,-0.27155805509147,0.539007811957632,-0.529710415770841,-0.603632811727327,-1.30479590470605,2.04119652123868,-0.503397902109517,0.327806443482125,-1.01563190804638,0.628099225017804,-0.68298188262427,-1.22014929050007,-1.07207298209385,0.646652023212998,-1.34849170436553,-0.636878386501822 +-2.39256477730996,-0.164523596253587,-1.91435942568001,0.707310667398079,0.739589225574796,-0.433832740029588,-0.418418103422641,-2.43263974540567,-2.24515257409297,2.00571858043419,-0.0416392200716165,0.470489453107761,0.685512208376277,0.0690945982758841,-2.03623741998002,0.160376978407948,0.587642933342248,0.95527736854135,1.48234646794641,2.91922880714949,-0.615747889000869,-0.303837521371803,-0.668314931523572,-0.384968561551574,0.984525032892098,-0.827861327186223,0.0234656656005183,-0.482692273091015,-0.16400175056385,-1.10031467271034,-0.975103711959236,0.443204940808692,2.17780380590271,0.522148839429825,0.96967721750677,0.150172429503499,0.714854301548273,-0.536689121341316,-1.30985618911329,-0.689208794092033,0.125415219451187,0.779089289817375,1.42024038155086,0.606995895791969,-0.0260525911879043,-0.554849998893696,-0.0907931620268885,-0.133265982362162,0.407220486213922,0.603570937319009,0.739074391353971,0.111500238254703,0.50194432630794,0.14662136966086,0.741601787067044,-0.277238834745172,-0.710194667622119,-3.11911751487801,0.193339472568566,-0.664689990234276,0.930442005683728,1.51114276870992,0.196532071428405,-0.722518012964748,0.716624823296918,-0.536726653856332,-1.61076876547825,2.03209824355817,2.25269618488441,-2.2413291526349,0.769962918147115,0.567172280869826,0.0634509912441607,-1.03014444672668,-0.647639977020704,-1.73297023228163,-0.15806457340126,0.372458414747304,-1.68285119179222,0.00624667174334238,-0.0752637668204504,-0.742919175629776,-0.455255359314837,1.38581465980732,-0.739343434808179,-0.307828622909301,-0.108524670413484,-0.855603823813161,-0.350823221632244,-0.566767757322905,-0.608003857900996,0.32185582560332,-0.128925230320238,0.444066896358023,0.767901765358174,-0.373235542622123,-2.15391389715772,-1.60992859632289,-0.0715523315482962,-0.435712571107311,0.266827003099042 +7.14325365326713,-0.253361680136508,1.17658331201856,1.03410773473746,-1.06345741548281,1.7726111849785,0.355135530046085,-0.340484926702145,-1.33537136041822,-2.07057148385748,0.676112005556641,0.278218649064741,0.389503542813737,2.39057669996185,-0.301229079436562,-3.25322007290293,-0.158299577145634,0.31283044591251,0.975845008963832,-1.07891478952188,0.352854881416532,0.318080700037989,-1.85616451407826,0.842375303778161,0.916771844367021,0.491211652130323,1.04693098410088,1.67104539999695,-0.683797271041848,-1.56891365824098,0.313026312724249,-0.43866672142978,1.25312468580758,-0.892420128033872,-2.19940649400494,0.482914532808017,1.0374125711965,1.41958899878053,-0.616450867284611,0.314280659901411,-0.211041269913105,-1.25669644706702,0.489544016044625,-0.762675552217793,-1.42841215716138,-0.140468532709933,-1.15439956844008,0.345247685017556,1.01783661504242,0.287900258992188,-0.772888556497505,0.81056552390204,0.635408164052491,2.13009924330664,-0.443717185887011,1.48730290739085,0.683009752810969,0.447370987835865,-0.327338885901635,0.117962561202882,0.0307972198544573,0.415172414552343,1.02469967889092,-0.0964502772635827,-0.197351860615284,-0.448694457466657,0.00104148887056545,2.07948889020745,0.442316929422613,0.199913579391412,-0.486157598986838,0.512749435095261,-0.766132844177748,0.577741279915219,1.24056444659706,0.768778840670532,-0.0790853781489886,-0.307581802389821,-0.417787781888755,0.150622476696101,-0.506650407861364,-0.122379951265925,-1.10881627690818,1.67536207491516,0.482875638885802,1.73000920174613,0.792645130939778,-1.82032332434798,0.812178380222683,0.25371175963825,-0.132454454841066,0.402372642403423,1.46051068209581,-1.15805815248793,1.33467019665012,0.0156241374530723,-1.30470838648614,-0.583570096829992,0.515941351640726,0.714564531933819,-0.106214750343747 +-0.91947779217274,0.696963375404737,-1.664972436212,0.223480414915304,0.2462108435364,-0.0182597111630101,0.513481114599557,0.713033194850233,1.28277520617769,3.05574236888186,0.86643614680554,-0.977902941018112,-1.3053959238053,-1.46177168630104,-0.55564610443147,-0.329930487313703,-0.292085414891579,0.10100571319913,0.14835029328322,1.17849132928048,-0.475328128308476,-0.648749008450818,2.68392291802792,0.953016305056382,-0.289544655064722,0.0185769770195301,-0.5064048609439,0.685997297370749,1.6629786051937,-0.0483432112568491,1.69153299141249,1.20986845535591,-2.67665821513735,0.728312607205519,1.94809379777504,0.882608394387359,-1.07557163068991,0.525737567405204,1.02441869444659,0.920174531716108,0.871376775844302,1.99328644783871,-0.63555085236265,0.668393164795011,-0.152272954315664,0.489254070261376,-0.733216570745551,-1.24243528708294,-0.0428268988048277,-1.62233059342123,0.377841367789018,-1.45650659428234,0.312967464204408,-0.0877144537376512,0.113840422347789,-1.01652247843822,-0.277886388159908,1.34238216861523,-1.32381482780541,-0.176047122247132,-0.382313201735752,-0.738075011351478,0.645073039878894,-0.626409008668246,1.33425729201746,-1.5059978408107,-0.205604632034074,-0.445537747355256,-1.22244793744672,-0.681259135333628,0.167987019811828,-0.667684619807659,-0.304387110468648,0.262448769456028,0.59310855542364,-0.428108752535722,1.05018522582764,-0.240138209351141,-1.29369277948954,-1.34757752651769,-0.160670932693218,0.613778889216689,-0.468638518573271,-1.14581031694963,0.48030546290992,1.2605113966598,-0.921837974453563,1.31866420685163,-0.410296491945412,0.0265675084037349,-1.67290578446345,-0.805953438108041,0.115618070467153,-0.617457837007385,0.345282160723545,-2.43257616917672,0.275864207540613,-0.950611114105472,-1.93051152343812,0.137808915586001,1.30778879577802 +-0.601200698439422,0.556663198673657,-0.463530401472386,-0.878707612866019,-0.289499366564312,0.852814993600531,0.01860740032874,-0.659037386489128,0.690795904173712,-0.2613505940873,0.235175024813313,-0.92658614214595,1.21688801110113,-0.984806292747729,0.847295415715293,0.457089825662592,-1.41989896333921,0.748115414290238,0.788908757307724,0.869602773179034,0.422056369813675,-1.86890434352981,0.278246735587241,-0.410631815753392,-0.487510708419201,1.32094818545485,0.647961974876367,-0.727653610732973,-0.571670013504858,-0.597890122244491,-0.572387524709293,-1.42292599485884,-1.66598182013881,-1.15892302722338,0.179853218723136,0.315924828918759,-0.474255269772743,-0.360002448360396,-0.83274933439023,-1.51214695536879,1.55868046149332,-0.350776637919525,1.499066838108,-0.0285533554542243,-0.135427973733465,-1.86620488128352,0.866238822578196,2.47795228867216,-1.90688901475649,0.64338071097136,0.35411267862117,1.70781478529964,-1.42107610200227,-1.46689469039374,0.826842470989363,1.01153852677054,-0.234294022488887,0.519748731700415,0.366251637803032,-1.75545020642502,0.430652520642127,-1.61042322654824,-0.741808136883816,-0.752292605346771,-0.0526480531755563,-0.975714359051779,-1.32460138781372,0.637413900603227,-1.23370804336818,0.371584131159385,-0.162098074092149,-0.381603242549168,0.945077680089122,-0.393949854405646,1.70347928205844,1.11486991594025,0.87890381990761,-0.161822366861406,-0.972216200478117,-0.0404009296269993,-0.989583712305837,-1.66911349758814,-0.0347672744133464,-0.415750081336863,-0.357449741643888,-0.211969941525626,-0.153679193025144,0.474162279154413,-0.195209203976552,-1.01894811931285,-2.21211942821795,-0.310801891453417,-0.637835488145816,0.473616507267705,-0.122502599754083,-0.206417910272715,0.786066855341211,-0.911276320441356,0.224162337107212,-1.83183162189442,0.236528896238704 +-1.114293371537,-0.68875569454952,-1.11592010504285,1.16296455596733,-2.26488935648794,0.205162903244026,1.31844897225668,-0.0364026225664853,-0.967062667858309,-0.45439325911372,-0.933970133276432,1.9197704626212,0.79517401827231,-1.33605374450295,1.39082051104259,-1.30410375743438,-2.13831802520847,0.998960894793609,0.557581219707707,0.931166309798506,-1.1835591542214,-1.20699657864546,0.625069616682233,0.100808276763203,-0.271832628907198,0.930230736309287,0.485718791304701,0.302091046239594,-0.0354586911279018,2.4173392818266,1.05126310270962,-0.0588976635320806,0.842477360032483,1.49328375009263,0.415056763273738,0.228238374781503,-0.0698125803393669,0.42555486490149,1.44207722389048,-0.0147023504214812,0.218188257013985,0.401038505345246,2.38465628452736,-0.212826348741905,2.21190751667654,0.964667259891662,-1.63544664695086,1.47027072416498,0.927212305679069,-0.377644232683814,-0.101039266131578,-1.6075794717338,-0.265711523383379,0.651661480925902,-0.261203320984963,-0.62982602796832,-0.500162401298798,-1.34294210135589,-1.64527055685324,1.42755345652322,0.767296467484015,-0.518361401552673,-2.24686021422456,-1.22742247680002,0.744502081721423,0.0994823333100457,-0.0771213677370285,0.0567554244041623,-1.06558404663261,0.276401343837873,0.809429042242191,-0.799727934453861,-0.179986598936322,-0.0516255058155511,0.336772828348627,-1.28601116486019,-0.342732784700745,-1.05188718163976,0.36473476496979,0.852086861266736,-1.95938534250336,-0.294490110860366,1.33702932691387,-0.755787868067703,2.04735411957996,-1.59133652947258,-1.71109157866911,-0.349183518000472,-0.11116510327476,-0.425288858190284,-1.85626452740628,0.906369116822035,1.25223975461566,-0.335772189671075,-0.492691141206517,0.530648382173504,-0.485989312959858,-1.29846142270978,-0.314555790071757,0.212203427712339,0.290489269249253 +-8.99819462315217,-0.70749515696212,-0.750819001193448,-2.00016494478548,-1.40885045607319,-3.00804859892048,-0.065831999838153,-1.59328630152691,-1.34579368502011,0.157560555463951,0.813252167281602,0.881277787776179,-0.4882025094258,-0.365131611733055,1.23124621524982,-1.29117343884522,-0.0225001049025996,-0.732515309013158,-0.0273943930429063,1.02468122759902,-0.383749583492094,1.89725805765655,-1.15143250208533,0.920755693184037,1.10621753975541,1.07621614442482,-1.20700151242928,0.257656207099338,-0.397062310428713,0.10958064066004,-0.181254777367646,0.203736299198387,0.385506325533689,-0.848249916365337,0.6468405034362,-0.108384387112903,-0.762523193795482,-0.411289830351588,-1.26921903752016,0.605651658414658,0.406154741424709,2.13461852406157,0.0148794173942977,2.56509088588049,-0.661387463793352,-0.214677945511398,0.627568350122273,0.196085071557566,0.927517088674193,1.11028033065504,1.41467392261984,-0.031664846163166,0.323512372874813,0.879556636026541,-0.745052606200238,-0.280612925190477,-1.06618391254407,-0.106125470441677,0.118458537204539,-0.0598161403107058,0.0997677841097334,1.18273189425777,-1.51198633374804,-0.17131270673143,-0.6205739130588,-0.960225898749543,-0.86219764157804,0.451038243237297,-1.86577301020851,-0.271945463752405,0.652645788372391,-0.617080018385239,0.297690405613691,1.14028294834856,-0.939448712604436,-0.697308426668406,1.94624619880743,0.192519688911427,-0.498202826002615,-0.429210805383921,0.763466942643013,-0.123497597257776,0.903166223193374,1.09146845314109,-2.37011346594861,-0.607775130491636,0.280264275545609,2.08910737995865,-0.632078546076166,-0.957335159952896,1.68599823702789,1.25840985788425,-1.03521122514625,1.58902267294826,-0.366585851365144,0.176409014399656,1.5144506631792,0.526865279026287,-0.484405367171231,0.0220390486711612,-0.50327280945202 +6.31264035822762,0.36458196213683,2.08716654562835,-0.544790740001725,0.916019328792574,-1.36611193132898,-0.700296078317704,0.847792797247769,1.03366538931573,0.933388727865257,1.34831855513005,0.742081771926477,-0.903993454630162,1.38145424797967,-1.11333746215215,0.906379731668726,0.269770953624943,0.480895240110787,-0.877074958800242,0.612975056104969,-1.45966580569284,-0.261585559466751,1.29566730742514,1.45959521489172,0.0586232491474948,-0.300270613432989,-0.00297020085601345,1.12497562439205,0.714734727528985,0.449952010308511,0.4856470358289,0.743010635466116,2.13847170864168,0.307681941068345,-0.653999984451041,1.10506099653127,-0.572609703531316,1.07092478679444,-0.314308990290208,-1.01688084544769,-0.258207352260575,-0.0722660702719278,1.15049126108171,-0.663208340792925,0.629356183797972,-0.373597355487623,-0.635133372784939,-0.0399599799327411,1.09909942526822,0.386602714116006,-0.508656994895791,-0.859039876500424,1.38352514006803,0.959205700386695,1.26323529773384,0.353802586188803,0.0345082763607501,0.196462120559561,0.334439187257974,0.563547672307407,-1.05063085794806,0.209595850728286,-1.86356006606947,-0.394563473413205,0.590699704574853,2.11230136757708,-0.503605665884869,0.933477763033649,-1.83759141253934,-0.766557074862533,1.37985918618585,-1.69416337085841,0.288291432777832,-0.786631542066853,-0.351803169646641,0.360227766915376,-0.227037609481345,1.02085540997614,-0.246049672305268,-0.140487845620171,0.577916822400034,-1.40277821012103,-1.38732347691641,-1.52645029424493,0.158990901670877,-0.565455989549343,-1.77651738586067,0.299465980822352,1.25304243061186,-0.0546398653533554,-0.516611365642717,1.04813856339516,0.926259074100498,0.174953319656766,0.319906863706785,0.144398659856566,0.227436165968548,-0.912442289822247,-0.877311607752378,1.85299636674974,-0.804539542251526 +2.32468139608646,0.768532924515416,0.0173956196932517,-0.255670709156989,-0.1912789505352,-0.424102260144812,0.537326131521341,-1.85038884866061,-0.811776459663054,0.302828275834352,2.25188277593107,0.147573404049434,-0.390418418086926,-0.153317255754176,-0.796053892663566,-2.79596149521123,-0.502969399031042,-0.989450308257357,1.2162434707284,0.608190081478319,0.0457732244649357,1.78798171613725,0.522128473389211,-0.396842534166212,0.258656214428526,1.04474062505454,1.5868597609769,-0.310106452790176,1.26745459510342,0.490773929763703,-1.4359328198026,-0.377698933065141,0.212799136322422,1.93302241579369,-1.11994946630856,0.588719096932479,-1.12769198859714,1.04682217393927,-0.6141977822625,1.11563955585675,0.885284098931834,-0.602377695270377,-0.879528021897158,2.28182843323325,-0.272250297866002,-1.35934237398346,0.0817101151480502,-0.87297729291597,-1.63868046662966,-0.440231928875702,-0.0262609560865984,-0.814489718968075,-1.40561838834741,-0.756953612798952,-0.873230779899247,-1.36125320284191,0.51510484326375,1.99348259852196,-1.12851767869048,-0.568976439269015,-0.374142674378501,-0.207457405463631,1.54369032044505,-1.73359419051145,-0.458706404791505,-1.18093214165421,-1.65616655324565,-1.21919052706869,0.765197558241868,-0.470431674469413,0.269707039777238,0.792407164556412,0.0318723027708348,0.601437056029123,-0.377215883426639,-1.79849710637258,0.192016814210128,-1.40660615888031,0.121903542902802,-0.464500207341631,-0.124971586982402,-2.20940398994944,-1.0048331935941,-0.34515595340841,0.658383216202812,-0.116536477530253,-0.273490048216192,0.944871485957918,1.75430851825817,-0.697475903809391,0.346894720936925,-0.827489105333127,-1.01241614885863,-0.0288989903521127,0.0883307422371387,-0.179450499464529,-0.51770263120289,0.249979740886311,-1.09854003853169,-1.45040943595314,1.14807725476937 +-3.60803818092221,-0.112346212150228,-1.28630053043433,-0.166121036765006,0.803283216133648,0.236803663745558,-2.20178232235392,-0.323650631690314,1.80172547861817,-1.95615022247248,-0.493652434465923,0.485388564992269,0.814063415145414,-0.255571634239904,-0.0895198771467189,0.233560571320303,0.630807390367713,2.22955904834575,-0.351249812274922,-0.892891710239735,0.452456113831145,0.867300515577598,-0.938626500416387,-0.483083828777405,1.63140558307217,0.709141110405417,-0.993224256190006,0.824591886022512,-0.356786331598333,0.0502195365496767,-1.06194105724982,2.37868017675574,1.84052267906985,0.702543350961017,-1.00474525673975,-0.316382724208661,0.122726540709163,-0.360574316378937,-0.564376525135597,-0.260163757178598,0.55852862944432,2.05287473298647,-1.47459307530246,0.502408004387117,-0.717208236153912,0.104941793341446,1.38781957775007,-0.0204028549935312,-0.744959284387817,2.05035286816909,-0.922380486060754,-0.723890696271903,-2.45087454584493,-0.616446909089092,0.79193932801279,0.811319301168298,-0.308373851112974,0.100198144087884,0.31844671228102,-0.663805461809141,0.859800372081879,-1.11432379586376,0.522107451208393,2.30075563575868,0.21143177099568,2.30623389336879,-0.986491681777976,0.891297144604733,0.746251731944069,-2.29543398010166,-0.986911913792363,-0.207996161828277,-0.792260758600574,0.874993564763694,1.26338489419019,0.98239930258318,1.38595494085193,-0.628801646240404,1.43939973025884,2.38738132403223,0.66526963587045,-0.0213532101563942,-0.441625931726234,0.452480593531696,-1.4181416378563,-0.638147285119005,0.970473861782154,1.2531105002526,-0.613811206611433,0.0270089596076065,-0.595041693175687,-1.78581658436978,0.589982785722529,-1.8950140802997,-1.5453618577546,2.48349672883392,-0.368775234848729,0.991720900827391,0.444816195226566,-1.67469745569549,1.65762522500374 +1.58438560533231,0.881107726454215,-1.64060553441858,1.02046390878411,1.8874744633086,-2.34272312035896,0.391973743798411,-0.255248112503172,1.77154196037941,0.353536709469366,0.474092599152496,0.151856039545981,-0.564249280183431,-1.28862710359708,-1.05965688786145,-0.269035938649161,0.474565208416551,0.456736599588872,-0.294393117373541,0.452035606317074,0.0575658703764589,0.702580937904198,-0.107737862273648,-0.316219132316045,0.86936859651906,-1.26940746350714,0.0600225555202971,1.17489290477857,-1.02532295695037,0.654689287997935,1.89260664099439,-0.88793195704281,-1.96219906679013,0.0163097181286463,0.566768541335376,0.366356632278494,1.22878953420202,-0.246120555230647,-0.564897060994212,1.03647589608524,0.181784421595211,-0.991805072467591,-0.200899041202627,0.196196155090027,-0.195326175573496,0.91135767614452,0.126878001234722,-0.143229501822875,-0.15193256985916,0.451474013284573,-0.407826204739122,-0.590834097274043,-1.20577942403315,-0.828730684563673,-0.398666846274662,0.188736323318596,0.309606397899541,-0.16547816692274,-0.714159092973781,0.0626206053229235,1.07064292887547,1.83740412653154,-0.199115102220697,0.584314307832835,-1.17694117046968,0.453673865410375,-0.875749640065485,0.974405176644513,0.906349546605035,0.0952563377252779,-0.664576914284425,-1.59672957870804,-0.475769526639801,0.456726190830208,0.250730215755764,1.21500680405108,-0.803534898888712,0.137541214462084,-0.340556672974915,0.692304749381676,-0.956173245616596,-0.634197571449376,0.0879474840394997,1.09721420437947,-0.579210765226142,0.949469127430517,-1.26086084043226,-1.03785742271128,-1.02421702452291,-0.311746107411626,-0.518177671950327,0.503589488375192,-0.716347755593694,-0.518154853704675,-0.168792076666876,1.03821455423582,-2.66274545229683,1.02035155777078,0.55186690281528,0.59603331732018,1.28883094139086 +4.51463235465244,0.398105880367068,0.450187101272656,0.136221893102778,1.47388118110914,0.961696633380712,0.496960952423719,0.0609212273067499,-1.45469136980239,0.450424513742423,1.19369166611409,0.0419987540872705,-1.87420531876932,0.06526641700069,-1.60431219398007,-0.658545055017142,-0.340659061576436,-0.0358154435846572,0.253137809458962,-0.374712307021741,-0.63869385314868,1.62353223954902,-0.39963150834139,1.21000394782544,1.21704441715836,-0.932085734438952,0.657414520091774,1.97628793924985,0.409716574406179,0.531782683283305,0.0244906964688613,-1.03607624964215,-1.06610203883797,0.64146852242195,0.634128069488183,-0.761089558280717,-0.587573018526151,2.6328439945096,-3.07124303553711,0.491079254833402,1.44813615447386,0.135312616477779,-1.50071882862244,0.503670065901829,1.31326420197586,1.19777871339153,-0.779537579601291,0.0452883620907368,1.86108499327601,-1.0423764803555,-1.51281251689373,-0.624171760356698,-1.3353519752317,-1.40258371286389,1.25293496240242,0.0586844106760174,-0.74820532173745,-0.449153371160302,0.869093787128784,1.84185277091055,-1.537529500058,-0.698435440033144,-1.20924832303063,-0.29489127856089,1.40921726600313,0.281929685850401,1.72001919627891,-0.291029570521724,0.132890838490138,-2.19345265819391,-2.57375337390525,1.60456296086101,-0.524386864960185,-0.2971341353974,-0.341437938907712,0.0340813919262868,0.195503202022345,0.914688698963832,-0.865650257015692,0.101087908877918,0.494191285306459,0.955224854254477,-0.858983426264887,-1.7072100148514,-0.488175416804286,-0.917870605579098,0.421765584570519,0.321358553764002,0.377405319743023,-0.002358661124509,1.67609454359912,-0.41360670979368,-1.53070070149023,0.128854433962104,0.15066269210781,-0.139684702449903,0.465798962731729,-1.03396907707497,1.40865727040201,-0.296218937786126,0.375247309799254 +0.776916595211456,-0.612026393250771,-0.018559832714638,0.407167603423836,0.677268492312998,-0.60442573385444,-0.224874715429902,-0.823491629018878,-0.845654312575637,0.659550870534498,-0.116395471522116,0.223422311943048,-0.1429047109211,1.03532642142089,0.79135066602523,0.0633457930705781,0.0496015595221469,-0.49044270641976,0.0114979858264514,2.84018514503792,-0.23868131830546,-1.59015870924774,1.28670136272781,-0.75298064796168,1.72039730214527,1.37360719529989,-0.233107955329485,-0.0361017966856595,0.52975434323019,0.770718609148346,0.0678537246666581,2.36778642255211,0.166156528326985,1.65521896823963,-1.21003595854585,-0.387626309448484,-1.83916811346666,0.0828732141075895,-1.31446609322366,-1.32587204988391,0.373202909405496,-0.457603231932288,1.97332832066431,-1.41933054246595,0.0126824251690525,-1.69226621210578,0.904520014696103,0.478436293069706,-0.602160257021633,-0.0564132472169172,0.254410259095287,-0.7980645543058,1.04797152922724,0.426110455992412,-0.516700242218841,0.831690174697612,-1.1449622806634,0.108511879552841,0.357445024426561,0.3245250363177,-0.471892108211817,0.883466674441805,-0.421864965174159,2.21159550863492,-1.1286847708228,0.72519881497139,-0.699209533057696,1.41338419938233,-0.253910895649215,2.38320866135977,-1.40943307478668,-0.792333059179768,1.16141809671023,-0.08074092294032,1.76530872091296,0.510432816431667,-1.29353660299568,-0.870394547834424,-0.872369177545401,0.943161044703639,-1.45121614081958,-0.861116791005376,1.23390467193893,-1.09325505004339,-0.846509539572481,-1.49744631394914,0.131146937070485,-0.156646536728179,0.456554442580597,0.46376220271092,-0.703816739861415,-0.466690105466,1.02506959302441,-1.22316417906146,-0.00161221815960904,-1.30720175352447,0.391141672724202,0.755885154024593,-0.996983959171703,-0.692774223468793,-0.552015027766341 +0.592645632587451,0.341119691424425,-0.318068374543844,-0.0696548130129049,0.379962686566745,-0.752877279362913,-1.11714316533188,1.82973048483604,-1.25047965932418,-1.03142072760739,0.524858555768479,-1.01046508600421,0.77190400974234,2.26021579186023,0.0681565280589811,0.0544768390649905,1.2952631908601,-0.220566611180815,-1.97578396222506,0.732393453235039,-1.64290262156884,-0.609991214522565,-0.163649099670905,-0.649267243627047,-0.312777426306694,-0.461052845117779,0.745678675692384,0.0711682667395394,-0.36312746219077,0.993125665813756,-2.57241652175319,0.561154039809826,-0.488664244719444,-0.859635473323073,-0.0929224164607256,-2.35080300639401,0.497826138658401,-0.993746582650212,0.677056135772086,1.10955732912838,-0.395050887824348,-0.0484211669988644,0.592827814231592,1.85606410833123,-1.12421159377969,-0.234709339937644,-0.649613587069821,0.524943067720978,-0.841702735616271,-1.00425497197486,1.56739714245942,-1.26518502881076,-0.599548186687664,0.224878849374591,0.186995232878252,-0.296554278722367,-1.13267832605474,0.0778887802943865,1.03409169045593,1.282784798251,-0.0427538109857033,0.806503970664565,0.0867573491940029,1.47270566432264,0.857984489515156,1.12351435930141,-0.71651684196413,-0.251826850879657,0.792634155965598,0.0683730177408414,1.60703169374876,1.32649606848497,0.120235465165889,0.559757600415668,-1.88281526514882,-0.272186042078387,0.374289546736544,-1.54317878587577,0.674443069710258,0.095422207222848,0.287590788099384,2.59379693444951,0.0318015271427929,0.260331526438525,-0.199164821903142,-0.0613099098523362,1.67977350757796,-0.305612530750928,-0.702814007863046,-0.339117597571966,-0.395700570180243,0.284617683293672,0.227495941871757,-0.0923678307969514,-0.457093963647277,0.19387373558479,-1.36813448714416,-0.244436314590331,-0.547436503332148,1.93855655775273,-0.944049642672333 +-6.23305277783344,-1.12936309608079,-0.929362147453702,-0.247664341619331,-0.192798426457334,-1.55561159254425,-0.394994603313877,-1.4299162157815,0.667288067904176,-2.37102288136148,0.214421481278423,2.40122210197122,-1.15911793016754,1.31469627531537,0.614395999728088,0.247009323436638,0.314624204958306,-1.10120936078499,-0.426326723861569,0.840518928246033,-0.222574570956619,-0.313281133735337,1.08522983690742,-0.25424445327965,-0.102184702965795,1.31569612187067,0.54107790476895,1.23354622243588,0.681749393530225,1.04351009274177,1.22029754835017,-0.445940052101709,-0.803944153567216,0.617383993082701,-1.47840907762989,-0.765299854468656,0.506481649643376,0.343609190234358,1.59911709555023,-0.359109145088684,-0.477529400114822,-0.19229395990202,-0.897795931315966,2.20113467928804,0.856628030615164,-0.31298103326259,1.39732617792246,1.98635216617914,2.36574305722984,-1.36563150780921,-1.3412789506501,-0.140440195527255,-1.61081300645662,-0.674570076350556,-0.821137742144397,1.92811829124929,0.62349695322447,1.52865188417287,-0.428674121955528,-0.959738716627486,0.539995401510377,0.348261755143718,-1.01622730952219,-0.40656352476567,1.62555436983048,0.340408390480893,0.705420957458986,1.66898183946062,0.771654794959318,-0.178550326934633,0.54181918354167,1.28431813177643,0.541259833202422,0.49851955687068,-0.557115086641694,-0.534575423212846,0.633273937978906,0.0472823248201503,0.537885512092412,-0.0145250001589334,-0.829659896712941,0.46473517002686,-1.38566920110646,1.10543907919506,-1.08668446883326,-0.221693465590074,0.601614280051192,-1.80241879709299,0.737386646767282,2.13662212589055,-0.226560576528429,0.268432302430396,0.595396221613575,-0.521193634481829,-0.0307206591267596,0.334606896882514,1.22253285850527,-1.94859244521499,1.11535620780497,2.13896010477864,0.594180811071291 +2.31254507027862,1.43302370170104,-1.48746031014148,0.69555080661964,1.5778917949044,-1.45389373800106,1.54983034223631,0.254137143004585,-1.29076968763763,-0.324576307824521,-0.134449534536861,0.801961790270882,-0.237915527670336,-0.870023345687065,-1.20306775282719,0.124035547905759,0.801572503702334,0.063470471357051,0.612302560110158,-2.2196521173488,-1.77556845073388,-0.922129768086484,0.729831945274563,-1.29636955777937,0.167204471682409,0.658934712426914,-0.835159081809374,0.285783361145784,0.203410754666837,0.0578237816269766,-0.133698950688569,-0.934416511347304,-1.1833754836848,1.3358365632773,0.387880668227378,0.462167517577573,0.5236044051708,0.0499225873577813,-0.978987936648209,1.72339651005851,-0.162994019176013,-1.02085356653403,2.06808613025328,-0.122931209476836,0.314182120307313,0.475780085860081,1.16277057631701,0.364965529686832,0.0156546548224525,0.228899408758164,-0.935171446569976,-2.0358179466944,0.194250347546048,1.31422470990816,-1.49369543618162,1.09993405060426,-0.621554957710566,0.448138780878264,0.886737905740746,-0.760112897964573,-1.16308871065453,1.34773812587453,1.04475245037597,-0.0744291359081681,0.811005835317879,-1.9895460253011,0.762549542892471,0.306936851102891,-0.290000964097536,-2.24400453105002,-1.40677623749993,-0.263980342735761,0.226959345909678,-0.0709777789539619,-0.954921891193713,1.02863425495372,1.56632462054165,-0.430694726593407,1.99767493168786,-1.30163490522368,0.395911703834865,1.13100981979751,1.38348855194907,0.268570223323396,-0.921236958265308,-0.0855244979109652,1.05261385918535,0.28592391850316,0.408857741591117,-0.23877905059253,1.3709656741079,-1.53122606668626,0.149136587127792,0.887608366029477,-1.29617446379133,-1.79843702941444,0.270699784982859,-0.0602561455437591,0.916217572507689,1.30784651705951,-0.502918221955439 +7.27062644825694,1.98039989850586,-1.07519229661568,1.1462283572158,0.596234109318454,0.0563318360544103,-0.743514479798666,-2.93977369533598,-2.03500353846891,-0.94429875090974,0.168509102875034,-0.25120795895565,-1.22219332602225,-0.503130035385095,-0.340454835360631,-0.535256699607607,0.486058896232458,0.583525933087138,1.2308141088357,-1.3274637820721,-0.0154659027849208,-0.256480607956338,-0.299175593962755,-0.424657090715449,0.456607433185569,-1.07099085724512,0.134811864446898,0.215801603761212,-1.28455303401037,-1.26324582458704,0.454623064744706,0.479501557165675,-0.539064716030077,-0.534008777512591,-0.51062547037756,2.17390247112664,0.624949908399273,-2.50731561817335,-0.430657192807828,-0.804267340824148,-0.189010424616563,-1.44082676770872,-0.411501791237211,-0.94827686067897,0.336671902986252,1.25582529502383,0.434554300966389,0.277626856804724,0.0434204020906002,0.246149747636898,-0.0457230900837087,0.856396068435357,0.475928881119625,-0.329388776979046,0.859783229340417,-2.48191920894921,1.61170728620522,-0.584927496115839,-0.039104497670913,-0.717203604120521,2.01702533763658,-0.637014683970955,-0.806780025024167,0.137399992021947,-0.535556250096408,1.68232685268889,-0.858245126613271,-1.82909858000901,0.98369403738545,-1.33299190386542,0.0917431245805301,0.395268190570793,-0.598040777896847,-0.288256617030102,2.26394103986754,1.0887471122903,-0.717597203262981,-0.886484343945569,-0.769886858959602,-1.75114361869725,-0.83665776652091,0.434355220298645,1.87483512945792,1.56497671030967,0.280700564735818,1.58282365120226,-0.538860044908449,-1.56151973673598,1.91763271767676,0.0677856757251888,0.293418977993193,-1.70861597755168,-1.73198287237728,1.98049751504846,0.827951220188404,-0.952257528049237,-1.76932623237764,2.35824616080666,1.65976572396753,0.955354917569875,0.148468660482441 +-5.11498167650913,-0.367221476466509,1.00002880371391,-2.40309621489187,-1.17357694087136,0.509369406673892,-2.33171211772957,0.00241580894347513,2.02134699449252,-0.765889998443101,0.964732769529999,1.21288937082924,0.116806212925635,0.607455555255871,-1.17124863442311,0.258482591385961,1.72556105665083,-0.513358846194759,-1.27080780802968,-0.976660698145144,1.7510468744589,-2.08285463723404,-0.0499186138728137,-0.399155728619728,-0.501574752421928,-0.538986428161364,-0.284421053650322,1.37532043319316,0.610596484512071,-2.6536263152695,0.361680394687964,0.236980549756448,-1.55706983106362,0.528372843865696,-0.802804424764546,-2.03671690321643,-2.98085477937824,0.328457976464766,-1.62209885763213,1.42730551787371,0.181362697787935,0.761668709487659,0.0500931824340485,-1.13417907897758,0.262025933384903,-0.704012998994348,0.291382677945508,-0.416137566962942,-0.777830666929181,0.803665339724322,-1.81947494651928,-0.497362289939476,-0.0277102769847576,-0.993744129078826,0.983394879751153,-0.143448814273868,0.343176401033919,-0.57591901986997,2.21343825488099,1.82836611778051,0.478088566727383,1.39891569969215,-0.668687404226636,0.173127703434541,-0.0991876669026022,-0.706058243100717,0.455314318541659,1.12526556857757,0.144879226294635,-1.66599461102388,0.0248136944610106,-1.19649156472227,-0.393031908349619,-0.867649034567396,-0.343486759769892,1.81403336859844,-1.00674588669665,2.05582006069824,-0.386325897141132,-0.418466116253085,0.778756958311781,1.31919683598417,-1.83004369231748,0.306436427782882,-0.210628213679696,0.0363697003717626,-1.27421886788891,0.549780078049602,3.0933950753084,1.37558236700229,-1.90077532742487,0.357445944184678,2.03958939010706,-0.791885345831649,0.213676170533972,0.987091019848213,-1.03676061882178,0.82716148193393,0.0520693375933885,-0.413686249400507,-0.192775801023823 +-2.47861096722702,-1.04413462631653,-0.621266694796823,0.572739555245841,-0.155642534890318,-2.0978829597843,0.812245442209214,0.509665571261936,1.00597348761217,-0.953779266719918,0.408778914004396,-0.627258086004879,-0.132499628013521,-0.0100414162545742,-0.829414767635146,1.38770886795755,0.102432860750801,-0.812552121927585,-0.650555663503596,-0.587075872029574,0.704206505549981,-1.4171539793372,-0.862410305624267,0.0598749090244955,0.226939974073165,-1.29738814633453,0.46668491467003,0.886581086697166,-1.19628844499551,-0.449435058521964,0.391416788935288,-1.33940240798188,-0.671723487344703,-0.0736982280120939,0.276300724842247,0.158637566089039,1.88692671930828,1.11641612227678,-0.647195629340894,-1.08678927563044,0.826168751637934,0.69748265567878,-0.149196924845244,-0.670819900238533,0.319463859060926,0.61130421644471,-0.276799384357916,0.187058109404837,0.935071125608459,1.50801988356121,-0.630271168854022,-1.08771811183598,0.993300122575348,-1.27100545490662,0.507625125991639,-0.6533723939189,-1.24112761297792,1.28863601658206,-0.231665810253412,-0.497696199700971,1.23057175744474,1.23008571785444,1.03754735354714,-0.713959163601673,-0.696007601848802,-0.557680585864024,-1.98956351353872,0.459485672134866,0.161101030607222,-2.2110465114205,-0.695468400674277,0.534807628157258,-0.762102808754411,-1.50039555280226,1.38041878246904,-0.5736829518401,0.90850822609652,0.0257451796148485,1.04752522312541,-0.000460539876482312,0.373288865179349,-0.273709509690191,0.356591159379621,0.128607174364382,0.763603963822919,-1.99886869356264,-0.0429205994562472,-0.774685726062757,-0.0781147936415403,-1.32947521593206,0.101846456835372,1.32440691618997,0.401991976160276,0.353051920600556,0.0548009191043245,-0.711789160562059,1.55331795865798,-0.163971051276437,0.796953990476389,0.871273951548925,-1.14411622548016 +0.0190485368640317,0.569719627442413,-1.38442684738449,0.374724406778655,-1.91890982026984,-1.00436197944933,-0.501310657201351,-1.08472000111396,0.817123601225002,-0.398004449854522,-0.466438215174507,1.71115850747586,-0.0336847760376347,0.275330299618763,0.229212041805047,0.667170446299684,-0.989837074939336,-1.62931990551456,-2.44316623718536,-0.568012815275937,1.48101932421716,0.610781009704744,-0.497998098950626,0.680677864359805,-0.708633122053544,0.190233485411363,-1.10642259258373,0.0175147907584673,1.32260721680306,-1.51740537616739,-0.402028028070192,-0.10742903346503,0.913575419603138,0.10945948622736,1.13685858582264,-0.756614780947088,0.459880260364276,-0.396691956402495,0.361005671269585,0.57212115124666,0.394415688175431,-1.05036534338685,0.0331150400668816,-0.678070924955385,-0.30209292479344,-1.09269696817078,-1.81065377551965,-0.97694392668681,1.43277370156086,0.427872152655371,-0.376031047123471,-0.730084803438608,0.840091154192547,-1.12162412398598,1.61083986548344,0.254267668563504,-0.095482091127796,-1.28640318788691,-0.984326446957185,-0.772028985797332,-0.349276804043033,0.293949131371768,-0.33828403453153,-1.60949375675619,-0.332880998399222,1.06770943261537,0.371350406955104,-0.834139400313203,1.39352737409917,1.3926873349713,0.539095153807297,1.52500239258603,0.0529456864397494,-0.0130300215573184,0.102003717147862,-0.679814360771961,0.206594177411618,1.57756921881091,-1.40557226472553,-0.74859508884423,-1.20178315960268,-0.354558407543671,0.286582179036962,1.38274701909216,-0.463330405687263,-1.07400829803065,-0.660352857640244,-1.80457417016733,0.118868637224359,-0.111010389628652,-0.866594595047048,-0.585255662498355,1.09197390598433,0.0211669566622828,0.497924420281783,0.650624475869043,0.361502311569259,1.20207698621864,-2.30979117982568,-0.40574145158237,-0.611722145810382 +5.26512625695419,-0.135054603880824,1.86929062242358,-0.425267721556076,-0.195258846110637,0.535771722252592,-0.510886565952357,0.704832976877566,-0.663988283577244,-0.311217062923606,-2.23978297582177,-0.39437355302276,-0.62232641822747,-1.31229878337135,-0.814992918282738,1.49704945208069,-0.460441208998887,0.568905706511775,0.996548594518466,0.643640956726207,1.35288791215922,0.241520797914292,-1.39591821707638,1.56942176085768,0.353487396178715,-3.53958596119488,-0.10782194203835,-1.63385924072581,0.374295569153928,-0.318061192773509,1.88499762685374,0.577723123936115,-0.767236663704602,1.10018088111999,-1.6908281067394,-0.210631993767786,0.391427639599976,1.25696669721802,-0.787349946433107,1.4247933841767,0.738584940739914,-1.48372736501669,0.480476390538912,0.329467853785235,0.5173408285166,-0.807008651997487,1.29419581151547,-0.590996729175338,-1.1747429871594,0.00699768066188495,-1.10085160324405,-1.62471516167591,-0.704941846527175,0.309421147324671,-0.519215406778864,-0.460549667784086,2.10794193541281,-0.243408032609144,1.42260893030128,-0.220293778778898,-0.323194072993924,2.99591977718555,-1.41555054850076,-0.852768245387931,-1.12027694303953,-1.27519964038798,-0.380938143558515,0.420619177373843,0.586087667956002,-0.122659480722135,-0.860081128903956,0.875430332033577,1.01744305151214,-0.0780186580336426,-0.017388895142334,-0.138047526523153,-1.20081515655837,0.929323685055993,-0.488413845940771,-0.0340592053695572,-0.184587374421531,-0.311284599687752,1.80422090065292,-1.43111199126513,0.650964785789279,0.14441353382798,-0.919449015166494,-0.22202653148843,0.0479420465524755,-1.05592319545583,-0.32773462348976,-1.48021375788631,-0.473535487230775,-0.103400016917975,-0.642315315759831,1.53231898026484,-0.0713454501197209,0.697417113571442,-0.0871935098304704,-0.875049727583207,-1.01925993017872 +11.6239634178413,2.40161776050478,0.425100377372448,0.951012807576816,-2.59232766994599,-0.453037084649918,-1.21536404115501,0.330976349994212,-0.0112812312503971,0.796092713239834,-0.795063185124836,-2.32149085645191,-0.709363461552928,-0.42652986734355,-0.993445514613447,-0.274880403443707,0.237661491971588,0.333783306704956,0.00511352840900145,-0.237307107556194,-0.329957835667702,1.3039648225257,-0.424377209108075,0.811309021886984,-0.947197536472359,1.21139760121623,0.0502377393554855,-0.100371462076069,1.63734154231024,-0.24265728854129,0.135789208790574,0.45405688085794,0.920270620371808,-0.153578002098822,-0.50346760898439,0.756265078740067,-1.1872535150137,0.126520262496221,0.264414442445665,-0.406071351546959,-0.271130221378117,-0.0269766300158649,-1.09867070066783,-0.418243175408155,-1.1640865568817,1.50568780131846,0.0774504305459009,0.926738378449539,0.148893064085166,0.0868631829302779,-0.221775263392614,-1.76536162980284,0.203297779415648,-1.19559332779067,0.109341375722157,1.078707839069,-1.89049895419183,0.5628039479928,-0.258114873465745,-0.017391126429119,0.561864028042069,0.102538171080129,0.306885713302371,-0.829150710144292,-0.148155331008741,1.36784380683441,-1.07463412764575,-0.643648855477507,2.16505839974609,0.30073811507687,2.07134251634366,-0.570882536059472,-0.319190400563136,0.10315227504979,-0.797808229659762,1.59718394630164,-1.32401869128839,-0.0880226998740644,-0.766198469262121,1.32356877749244,-0.23702462629179,-0.196059079943148,-0.708774309547416,1.29139246303146,1.41874637705506,-2.79746162690224,2.18523157821551,-0.530237375432571,-0.863093921942479,-0.577028158231474,0.111967038946204,0.862892830577113,1.33837465766305,1.65417666518307,0.0716135229385366,-1.05849898727049,-0.0793436112060386,-2.30008458966566,1.27693892830223,-0.0575972004396899,-0.966613565918871 +-0.478403975712018,-0.0392400027331692,-0.238647100913033,-0.389237181718379,1.31400216719805,2.16536850181726,-0.022558628347222,0.976327472976372,0.619677256209794,0.986428343875779,-0.0199551173436351,1.36411919539957,0.871445414408745,-0.926404247679901,-1.30616845900918,0.583075843370735,-0.269397264170906,-0.211322559368946,0.791024763837734,-0.298578025706688,0.363498740513271,-0.334528577849582,-0.364887330459423,-1.27126792541147,-0.232353004120933,0.29088382011186,0.310879061609049,1.129640049496,-0.0955938188855854,0.292740897389112,-0.169139109436975,-1.19032283130216,0.329193985939655,-0.15625791081502,1.92173533432537,-0.999734481219379,0.444323559173217,1.08006176698795,-0.114378255227206,0.0491471875358494,-0.0615910730801333,0.942514901661897,0.333146177936074,-3.67129993184681,1.27467984653973,-0.314927457882777,-0.770580566625894,-0.501124433980159,0.804843297001367,0.865406708675207,0.832991711022084,0.515454013858314,-0.891523178602709,1.45054740058487,-1.96170896088055,0.058309344768793,0.184238051817074,0.256447583071004,0.440840840286915,0.621375725826315,1.37098774207264,-0.305003867762844,-0.663165012668779,-0.0913361884434579,-0.814759927610803,0.404279618030178,0.249834329295827,-0.000885107591722195,0.139643474141213,0.945505074769908,-0.298150942758097,-1.13191723330098,-0.13466409476915,0.90542857468512,-0.71368744624303,1.00333429267722,1.09505427757402,-0.65363002688015,0.523963201440959,1.22317732461399,-0.207374194895451,-0.244633783917724,-0.207444503833239,-1.25181522913777,-0.238103808587142,0.739689136119257,0.640275410700243,0.189575215149567,0.104182385561949,-0.350000643074195,0.307741326832374,-0.371359248928621,-0.471162587446141,0.378563580102888,0.0559589964449542,-0.11557012946823,1.17359742582169,-0.24349781840851,-1.41166389658135,-0.346956382702757,-1.90016763019627 +5.03802996449978,0.689739362450777,1.05848304870902,-0.284330661799574,-0.635543001032135,1.24574667274811,0.701239300429707,-0.843339880398736,-1.2812387419642,-0.794531662417426,-2.51442512196431,1.13222913272875,0.105138019037167,-0.928557924611241,-1.43422177150788,0.503358526281824,-0.169554069656641,-0.551097930399239,-0.563191536791144,1.18956255922974,-1.82766273311387,-0.384539895488476,-0.218080698235093,1.50467588437595,1.39155568016188,0.814770877380743,0.178887489683565,-0.511183590208103,-1.56003209827739,1.67191310731146,1.62182543432759,1.97320990296075,0.397615041513563,-0.386373125063289,0.566044707015607,-0.943744524893251,-0.753943997566823,-0.0332131158711749,-1.63080354573953,-1.03126516759309,0.849435367681747,-0.628989535204932,-1.2730328244313,-1.02972886617478,-0.452948226188129,-1.90377053180904,-0.491538245326016,0.057797017604054,1.14203909455577,-0.969429687592011,0.231566634827677,-0.277798904670782,1.6104403855784,0.386777209905475,-1.05953340160063,1.54792352674937,-1.45622875339887,-2.27633899050106,0.254285222927145,1.2822240407463,0.789891630184278,0.27772771371239,-0.258555546217679,-0.551287279814649,-0.791902054318493,-0.699156525679724,-0.48364274012776,-0.797374262330531,-1.29197703553625,0.714766774566448,0.0820378584462313,0.243478577036366,-0.493935933578393,-0.414711934882091,0.0372768497409145,0.188939160959838,-0.397988368026311,-1.35124310285287,-0.565585734184607,0.0506627115826919,1.38276402837467,0.271683638334078,0.226370928033636,-1.93552570868334,0.120251773229611,-0.075442482179424,0.430147285049028,2.40435437624125,0.389202991724257,0.278131733766637,0.309502372026497,-0.456878437573919,-1.42393516539543,1.16628376382302,-0.656038508322067,2.19437793664627,0.396893275612682,0.615186609260418,1.36206995155282,0.374878211952819,-0.0188137941326583 +5.53742500341853,0.0280021587806661,0.886422651374936,0.857409778079803,-0.429978838694188,0.595498034069596,-0.587482025589799,-0.970579904862913,-0.124261326376048,-0.308817971515212,2.21095203169735,-0.774316319358709,-0.186935267573857,-0.718900602222104,-0.862847933236671,-0.74324768197525,0.664868973266608,0.258361128941135,0.213826202698897,-2.10894120385805,0.893777744052533,-0.421168211981295,2.49935178789941,0.806987101038061,-0.344223280207649,-0.222340612523746,-1.05978105778253,-2.30805491934118,-1.3906441436859,1.69791572339407,-0.373015352170107,-1.07603748329362,-2.14786923998988,-0.846819493781224,2.61880935400792,-0.0321310690771247,0.211011423662399,0.0955011950514356,-0.987340283697582,1.03058022263579,-1.20822916234186,-0.630801058988671,-0.501885015551968,-0.423750068395092,0.117753728834057,-0.0755386888983497,-0.986740932099094,-0.36490681436614,-0.509617443082766,-0.89643623676282,-0.292872370001892,-0.783165186476522,-0.68679248607597,1.01750060590446,-1.95814318122856,0.210962328272646,1.86736928777571,0.558005917989661,-0.0256243275722067,-0.747096787845224,-0.481103218665673,-1.49996126767405,-1.06428806298683,-0.298045178077197,1.88748409077748,0.518970145500572,0.506413088047749,0.509549452696661,-2.18416060801297,-1.28136154744611,0.188322405382176,-0.899207505842098,0.08777097268075,-1.3256585644965,0.710232995617671,0.964710097308112,-1.18349646787011,0.294644594558928,-0.382085085802869,-0.125088322917423,0.0678916733436302,-0.594859226991809,-0.40820596493965,0.921018375118924,-0.641785444211562,-0.346100481922732,0.226197787042444,1.92855445747941,-1.085927159785,0.0404138856384626,-0.699966088751455,-1.36411351251211,1.21994339369723,-1.6001559444667,0.644952092175901,0.0405109329448558,0.301815984563535,1.51004988061867,-0.378809750705903,0.0148764690356374,-0.243529204654018 +2.86863635413115,-0.743273208882405,-0.619243048231147,1.7196272991206,-0.169318332301963,0.0048844495381889,-0.60672794141879,-1.77153134864293,0.175741654501771,0.361444766025588,-1.48876222991277,-1.41037496599359,-3.21318853242083,-0.414790569518114,1.70379920381415,-0.816877585453861,-0.775550915205345,-1.375210446411,0.977082664102224,-0.0732820039954618,-0.719124934258425,-0.958355232914479,0.145173889834543,0.0645769808025886,-0.697421985158733,1.4348308432557,-0.973634523452443,0.274707476597814,1.28583085297552,0.918673665047652,-1.34646402698381,0.193951163597338,-1.91484991269277,-2.17292680199008,-1.39918077953546,-1.51450249810653,-0.136752079928056,-0.5102972723026,-1.78179560822565,0.7965517680036,1.05770204309892,-1.02381287994832,-0.0656163018682109,0.923853045853892,1.35993126671175,0.255982362327176,0.0289019048064382,0.119856577986717,-2.5762271577237,-1.01782117267064,-0.320507321053683,2.06073047775879,0.915684929005321,1.18390063215551,0.0173904663806425,0.396285124259742,-0.404806863287924,-0.335019467451676,-0.432703499808676,-0.585429006940995,0.241244585304064,-1.19618954930971,0.197344767998405,-1.2630970825404,0.411255800151261,0.0421497227482023,-1.03375733638854,-0.147377207195423,-0.314633759803536,0.653227746783453,-0.823085582231641,-1.2789298150686,-1.06440789199444,1.25588215242455,-0.88012877086484,1.32858199983203,1.70912587142593,0.880788392266989,-0.723807615059868,0.984608926659586,-0.481280004952918,-1.0335520249875,0.558448669384874,-0.601336769948651,-0.528029243472183,1.76750313638534,1.03528773717584,-2.20870371758948,-0.195546199648396,-1.83660410750163,0.704041942593802,0.0733081864355532,-1.12891909385504,2.27180618063918,1.44944567092148,-1.87203474769599,0.270989957638819,1.51340836468791,1.109425977144,-0.345221240627292,0.593360808719371 +8.08939747197757,0.188792299514343,2.20610246454047,0.270054900937229,0.612218173989128,0.279360782055259,1.09664021500029,-0.322470341645949,1.69277379447271,1.39879110483802,-1.16075187561923,-1.83452758069664,-1.27561870316385,-0.00566789314053156,-0.655632596473974,1.87028368106197,-1.91926113102924,-1.4727541491027,-0.234161102635821,0.863402869273734,0.940509519826436,0.249116308442917,-1.4778034432459,1.34405371053338,0.585413441310793,0.189609124622576,-0.56133651080322,-0.622174860841636,-0.607072348513071,0.232314845586316,-2.08868073915954,1.08604038573532,0.141761619677665,-0.717906200372701,0.154037074267717,-1.61903451976417,0.0132439946545028,0.908613583937615,-1.11505000499486,-0.66721533565532,2.37434402382518,0.789062112207682,-1.65685378500014,-0.689116636045013,-1.05831877329288,-1.33486179631915,-0.803547609183948,-0.655839248476796,-0.190954440812338,0.920690312496319,-1.72866497320129,0.339455899184952,-0.146158978054012,-1.16856423677169,1.56167879028459,0.327814967151589,-1.10570818994242,1.64270766184674,0.52600027631277,1.03691587360005,0.525269693403384,-0.919057761376413,-2.22913876076237,1.08776662137824,0.495937812147782,1.19370737610123,0.508833118486894,-0.0353742587146855,-1.09647416793496,0.641860499766072,-1.39834436382013,-0.61392811169097,0.71115052005221,0.717189796098659,-0.608740125310139,0.247597558984652,0.493891376976795,2.06390829299601,-0.0577797281030862,-0.0548661623299577,0.225463641240577,-0.392430728131176,1.0532760731961,0.728415786453802,0.549674089896252,0.378303839133197,-0.297298681078415,-0.267074383731368,-2.51572668603246,1.09538703052389,-0.5992260728523,-0.665050988543999,0.745910983250042,-0.747127836423368,-0.252634874667687,-0.194904351786744,0.597104150618009,0.156271694604695,2.31829901992172,1.0890597963697,0.812343894994161 +-7.40754448160073,-1.80495862889104,-0.255027030141015,-0.42218400978764,0.6783401772227,-0.705906125267626,-0.247509677080296,-1.3388007423545,0.642132717206933,-0.0560704196424014,1.45773822495573,-0.269013537930427,0.762906317886378,0.633448919494853,-1.11316862562595,-0.827253044046263,2.01933253963338,-1.44520967284587,0.848660553954768,1.07470746145087,-1.87115759094389,-1.17887936999387,0.929243486796702,0.541897771884441,-2.99510299027943,-0.981587440172648,-1.28289865966547,-0.111508825976222,-0.979931898565523,0.422208918824174,-0.101618342438391,0.0787259308042922,1.75077590174491,1.69978276008307,-0.913435834038521,-0.388213747775796,0.680105587046662,-0.387516124560848,1.58649048041527,0.233497650716142,-0.400247424395949,1.20051618702017,-0.00814384231639578,-1.12353918715875,0.0378117370799486,2.2737436373971,-2.76257689360565,0.943371963706623,0.338703481711211,0.685844421454579,-0.5101790220206,1.06638688541779,-0.7663603343674,-0.497767512266278,-0.213843730620366,0.97716510497932,0.00850032250572348,1.57013883682474,0.599289803913021,0.473188271785415,-0.112033700022823,0.137609118865003,-1.86591070547253,0.665648996939792,-0.477479482559365,-0.175620148669648,0.990873768871145,-0.15325822057931,0.216803220700285,1.04159107936122,-1.2927403310705,-2.53388012276959,-0.0379906965346028,1.35166264389428,1.26110976248207,0.229656594948603,1.5704539631062,2.42874124170979,-1.08235534116283,0.371273125340492,2.07572726848002,0.800645249503013,-0.0872385154068138,1.03318784684836,-0.720485475200654,-0.722176235637539,-0.0782854704950353,-0.811750171639672,-0.386387656436542,-1.8695768975055,0.0073676597032567,0.36353283713609,-0.367363434447256,-0.991835927245703,0.464656676659763,0.0317433183960856,-0.287977745456628,0.802819754537529,0.413883243266153,0.212091929088872,0.839471731307832 +-2.70149509333847,1.46555486156289,-1.42449465021281,-1.18911329485959,0.567951972471672,0.628017152957251,-0.159901713323247,0.688156028146055,1.28223303234921,-1.69887349155411,-2.18987594871999,-1.83392857727967,-0.406815143442807,-0.50918077365596,-1.40550544636836,0.950712693584276,0.435210514869015,-0.361288424621171,0.653970890565347,-0.205852630215998,1.1470027171805,0.49559328314573,-0.288020655264367,-0.154065040866368,0.101985742736796,-0.0783011742939207,1.98663776582478,-0.114104627694276,0.302427901281579,-0.0478647623686122,-0.594396000802415,1.47018336363309,0.945610257949997,-0.0691932799408589,1.19100497193514,-0.378602977118339,-0.0557253665068746,2.06105440055176,-0.775966162548199,1.86219504431796,0.991615872141664,1.25257285890143,0.920592981162441,1.28883345271611,0.582304929436291,0.145876421988326,-0.169021838766148,0.241071044987936,0.806367553429533,-1.62631644203576,0.14627132095567,1.2548038884879,-0.0383152048524391,-0.367639189409752,-0.0352377309118772,0.384768230803319,-0.296454576622435,2.08197826376696,-0.096717301058011,-1.9517108544904,1.13519333150451,-1.03600634866582,1.37769297703385,-1.04789589672701,-1.76142134085565,-1.43693564185482,0.0382290526321475,1.32009111669779,-0.891257255019177,-0.647974896898559,0.443034681117709,0.808523050062365,-2.31844457324588,-0.619306255945051,0.117422930524611,0.197619824932004,-1.35211817409076,1.60218058894372,1.36492545057501,-0.353231520979321,-0.542917758410114,-0.155940310341707,0.891408919012309,0.6222016492796,-0.78715319552312,-0.00723247462455358,-0.739044018081149,0.471434337244538,0.306764539186053,-0.93364844751817,1.6884824087833,-0.463682392686641,0.704619513432757,0.750511098963148,-0.759091900953734,-1.65137480485127,-0.548893119522857,-0.565295491136215,0.46514898979697,0.474356136578291,-1.75075730689544 +0.444298649949341,0.153253338211898,-0.144399601954219,-0.33103297887901,-0.572542603926126,1.4802139600857,-0.625778250735075,0.0712806522505788,0.140546973547383,0.231852545141301,0.739062681128372,-0.814468018774975,-1.20831778388061,-0.857008619328728,-0.150643686787645,-0.266172351060701,1.05016883215485,0.79070996473063,-1.59057002627388,-0.433613832458068,-0.502991094870725,-0.177704306126236,1.40937245611348,-0.582331651747986,0.206759200930004,0.900741759575452,0.0711847303990313,-1.18533025202735,-0.256897007236222,-1.59351257929988,-0.215893075123934,2.71433114529866,-0.113763702158837,-1.27818884065016,1.33709739029276,-1.59504866424592,-0.499098018560668,-0.432644651732663,-0.656092428360995,-0.0561531118933134,0.96347780243364,-0.694027820193272,0.383226342731421,0.966160367358685,0.595808722209156,-0.433779648421956,-1.81040224031305,0.174946535980053,-1.48247701908601,0.721700767688327,0.365980941669487,-0.286253766604302,0.551038360144294,-0.248999625786155,-0.0462464717100306,-0.255333634889788,0.395107552787334,-0.632625982787692,1.84559013441683,0.157587687558307,1.42726055739167,-0.463999800540687,0.660911419576119,-0.803354081918393,-0.570148478551938,0.641498027203407,-0.389205325989418,0.0094097697056271,0.74655739811778,0.638402750000964,-0.019901495383175,0.384843301882082,-0.569237641207708,0.521972233388492,0.548714097562265,0.499247851900217,1.26669478268012,-1.44362823466814,1.51802618307828,-0.465544087031651,0.313968274380394,-0.58996233756211,-0.202233924863084,-0.70716971923501,0.841670013968197,1.62716052255255,0.664912164808967,-1.72044688359638,0.22124660909818,-1.0335454592521,-0.115829617162155,0.153849449642033,-0.310333151464618,0.230938433698319,-0.613177103375837,0.834603031521546,0.228015261310178,1.29919133324703,1.20670551445586,-0.491589913730625,-0.0971302372721825 +4.92592185289339,2.17261167036215,0.207538339232345,-0.939829326510021,-1.36329125627834,1.08342991008328,0.900434635600238,2.18975235927918,-1.11250268318057,-0.119090670970556,-0.344008768542759,0.163572122378624,-0.43932265687835,1.61616757681286,-0.394006912428776,-1.0990821816966,-0.312114840650401,0.714657846323989,0.309423132913911,-0.182223784408139,1.42589836833203,0.774733935719587,0.053768001220129,0.886588633178034,2.34442622834836,-1.44610478565579,-0.402094025828771,-0.175584394647378,-1.0681926536196,1.9491258382975,0.0752599984630792,1.11634968433779,1.27133461676697,-0.575407734251262,0.460433295944324,-1.10893666001903,-0.826927163546657,-0.629652745989543,-0.965048986643762,-0.977231994337985,0.0996929345932235,-0.536148634447886,-0.730588635821384,-1.41954822604231,-0.352637703102544,-1.08972915419889,-0.225583365827506,-1.02859095304571,-0.543070180552932,-1.15980328968304,-0.645349245525056,-0.331015572091784,-0.215418121099661,0.636355324999075,-0.736073810173021,0.467023597101428,-2.41290580504818,-0.116445848214985,-0.0247552364333104,-0.74005915335437,-0.21418059999729,-0.0192741838730633,-0.127947131338847,-3.06004211261952,-0.0501312153297127,-1.20439691965915,0.711525723766141,0.273564390799482,0.0141295437888276,-2.2381095089932,-0.725364384846781,1.19828329885228,-1.10521100529185,1.23520685756293,-0.214689350617065,-1.25020851785468,0.644497695881064,-0.402005673853162,-0.379480021829829,1.56451850077335,2.40045018117299,0.0787033670270891,1.92066667522937,0.461333852674532,1.36853114201607,-0.874039026089556,-0.23335249612067,-0.438853234630708,-0.275283664800405,-1.34889191457038,1.35518791883879,0.811804753612461,1.01563017576919,1.40045798394177,-1.16233655875022,1.94975292605636,1.04187639267767,1.41110250067183,0.964543445723951,0.962068722265196,1.4342330833554 +9.65571027679864,0.475509528899663,2.30797839905936,-0.258932583118785,-0.388722244337901,-0.813244256664091,-0.994193629266225,-1.15770759930148,-0.339676971961898,1.77249285346043,0.455876741511694,0.855519222050403,-0.375580745942977,0.993866406838329,0.252069319747878,-1.53421754307361,0.0936176173045456,-0.565153517298012,-2.4859821898856,-0.431078672978459,-0.0193399555708498,1.24794637649306,1.60676777835353,-2.21115696793904,-0.560879083583482,-0.071477095321626,-0.195765757604126,-0.521263765961333,-2.53138815852049,1.1866645559439,2.1669253902978,0.988758104016692,-0.135198350931673,-1.38964448538608,1.67752759544385,0.0555006767777809,-0.289831986973819,-0.780897455165702,0.746863320289386,0.949484831513274,-0.652902175093443,0.0889765702831961,0.703331302233232,0.151471055876311,-1.02413319377272,-0.884692343726401,-0.901647849097845,0.523508566595358,-0.374702899273723,0.166036677949007,1.03200595941691,0.622383333209509,0.207447242019147,0.997065724081568,0.287419503545862,-0.430750424397337,-1.33099789071239,-1.62688075738446,0.619210712050782,0.801919406626328,1.35947220174966,1.12743355349332,0.263329741105126,-0.971375821869099,-0.824912683914444,1.47686456721343,0.0767784801493928,0.74892133871251,1.08543143489941,-1.91217756706456,0.278459068614333,-1.87983886122985,0.345468421181568,1.53510305818888,-1.22741424633965,0.581175657653749,0.137468306038661,-0.270990557375878,1.65460984067679,-0.0455247159449302,-0.576681560879122,0.443009071992676,-1.5163589131578,-1.0163836794741,-0.097815798278761,-0.357116339527888,-0.75742074172919,1.23382799814449,0.911108832558163,0.220764894180911,-0.175417780312127,0.0747664266471282,-0.525645310656475,0.539338921702249,0.774622673129852,-0.842991470196091,1.00962093561376,-1.34558084173926,-1.57810021175582,-0.082315240460038,-0.819162779350293 +0.423064966083616,-0.709946430921815,0.105802367893711,0.394379168221572,0.277914132450543,-1.61887684922359,0.849250385880362,1.18168806409233,-1.66476463926247,0.343422165443603,0.878110262544797,-0.819963126879738,-0.501442395146708,0.696845859405803,-0.282706437731961,-1.20630985963392,-2.15318775058657,1.41801430342912,-0.278439107296112,-0.424609610431925,-0.638073726419699,-0.416216757497457,-0.0172271235923625,-0.154888281093838,-0.802221373593961,-0.796143609129133,-0.393221778342938,-0.221095148584033,-0.450927228239281,1.1741501477948,0.645404965401519,-1.02592732705569,-0.00972262551166277,-1.50259250797092,0.966911970423772,-1.37261893818149,-0.492539303928673,0.112304176971878,0.677905536251931,0.193217241210377,-1.36200462828798,1.0294935179188,-0.418622401645369,-1.96890232286129,0.614554443260793,0.859840214737585,0.609621613729623,-0.310002626773187,-0.512093711874091,1.05355431324266,1.19742539774233,1.91795894024574,-0.241631487742136,0.555793413296447,1.41571534281801,1.91957271293689,-1.73543819755187,-0.177039823576682,-0.244184078681959,-1.00095960264865,-0.952310399657322,0.244604690514595,-0.3194761108539,-0.761851296082973,-0.701363665124045,-1.13310889288765,-0.839110454387522,1.03022816093058,0.770586675610127,0.406790175897785,-1.08126224771561,-0.00720924142787905,1.51551928342584,1.4942757408771,0.879888757402759,0.8845547329885,-0.383652164070073,2.95537158938677,2.06870667927046,1.03512634086697,-0.322724298428018,0.586729850443288,0.65065887227194,-0.0339779486390467,-0.466536408020039,-0.143993498403539,0.318119077804069,1.0810187071651,-1.3334897113704,0.747215807991624,1.32283928374553,-0.709908846056022,-0.850928809378454,1.12587475128377,-1.81210291034675,-0.022521158457055,0.536037411823473,0.94388727111461,1.29216182492947,0.495820558716551,-1.11059847927345 +2.90252455513617,0.610726353489055,0.456998805423414,-0.851857092023863,-0.823081121572025,-0.109655699488241,0.805702288976437,-0.527368361608178,0.928851761720271,-0.623049782354728,-0.958463922912324,-0.123602759975676,0.496612575778754,1.6999706729654,0.86766761253418,-1.95002527285931,0.357993071026488,-1.14575678099,-0.552433759333541,-1.3538196764308,0.498271000392072,-0.42971793567404,-0.542639050559564,-1.12711344946393,2.28543282824586,-1.54543948313615,-0.0901356091009884,-0.552877870816104,0.354411230562417,-0.505839168284978,-0.197332650732912,1.69442588921929,1.52977248486133,0.931253719291296,-1.44264795049801,1.3713157196375,0.975110148653936,0.870599595916544,1.29653625864232,-1.01730063829064,0.453020251710901,0.521158645287441,1.46742960819724,0.865251709961352,-0.928281530715138,-0.387416701111246,0.00591177428160467,2.27157551831141,1.09805536313372,-0.784593909522494,0.0716266323816774,0.974227233260698,0.540246348189177,0.12830955898947,0.432365074915211,-0.749697638130131,0.402087102792765,-0.761585795171813,-0.562201593185268,-0.31379621389635,-0.698009366963202,0.711668391909385,1.47853851083509,1.45660702908495,1.15102340368884,-1.44422225478157,-0.017781469988445,-0.484378831952311,-0.41935906428885,-1.68671826374084,-1.11850857702214,0.40097340876419,-0.0549732902466068,-1.27835735570354,-0.524154941791061,0.167845421771851,1.96963131481913,-0.681823796972934,0.805215885024382,-3.00402960176643,-2.08537117508048,-0.373635152827886,-1.01469475569127,-1.20252100269622,0.545911870658315,1.40464523492684,0.312676638769652,-1.34425112697119,0.788199038937063,0.391652005116455,1.23765953954365,-0.4364948366932,-0.199689952451953,-0.101440922131797,-1.35383157392274,-0.730852925052517,1.25821188032404,-0.156116756374826,0.767969519976626,-0.212305162283798,0.963747502041336 +5.93582100006286,-0.934097631644252,-0.077152935356531,2.64916688109488,-0.0688409344784646,0.440889370916978,-0.46760093599122,-1.45662801131076,1.41682683471578,-0.439522293828527,-0.70584484574861,0.254948236041434,1.52088093822893,-0.977741945262675,0.720091121287667,-0.884040029631817,0.467864811329475,-0.492817822952378,0.87604207279027,-0.196594948982215,-0.0582467351906532,-0.0465252246593674,1.9786926597401,-2.0201170359968,0.36724335283949,2.09620023554288,-0.193311894185212,-0.438510047495829,-0.34897839180517,0.578258264907816,1.27367758192325,-0.0438579329855956,-1.188919665818,-0.291129082572854,-0.264151584691052,-2.05903504695749,0.0979594208690554,1.41980276096092,0.999364190357656,0.0142790040846149,0.0108077018899916,-0.518499263144568,0.0804162714614864,-2.02053720524225,-0.00651445271629936,1.69016764308195,1.42657667561235,2.01319399119818,-1.31666815566835,0.563692209615575,-1.26958996082128,1.33379025986453,2.28470874393277,-0.0425818680600636,1.54033180457883,-0.145297804823398,0.462828704647124,-1.9943053170618,0.184913628295053,-0.275077035366135,1.69400611471811,-1.23529175091069,-0.0670620332224565,2.69558359054329,0.190279778283762,-2.23912850980509,0.282248650193824,-0.74137104693082,1.2508510975237,-0.839451192916949,-1.02718410824016,-0.0446069538251609,-0.477738090465247,-1.39678554027924,-1.11831314672429,-0.763063883948166,0.175792962376788,-0.105765238777801,-0.832936441934683,-0.894579006373161,1.87993413727726,0.193169458696734,0.682738043487497,-0.352104064384841,1.24994351785035,-0.774730221036573,1.92958424170173,-0.0560046823384152,0.911537354242428,1.29117020309017,0.305952292662756,-1.64397603505392,-0.197962150747072,0.228938978986959,0.0154052883900366,-0.0473744109005052,0.25177360199982,0.324019736810011,-0.802448013583639,-0.493880536424743,-0.560521970503415 +-2.18252884088272,-1.2536334002391,-0.334000842366544,0.156011675665079,-1.1676623261298,1.3509939798086,0.848420313723343,0.572967370493168,-0.0627207776270142,-0.505296789545481,-2.99694930322778,1.71892633823732,0.988091827811358,2.04881758195934,1.05606960140852,0.973405985201601,-0.906688834876339,-0.73305227365599,0.293483694441495,0.234116136807353,-0.626216777775201,-0.658591540594635,-1.36611264523146,0.222627003401442,-0.00586595719077163,0.167346098880432,-0.632296235408075,-0.567620519784156,-0.146078923768904,0.492192734204509,-0.307339225196746,0.40892433361665,-0.14568648792884,0.677169792832732,1.02351919565167,-0.991525489635035,-0.497160426252782,0.692738619192126,-0.468470898652754,-1.5201066457523,-1.02349672317328,0.644817676482925,-0.15182541648089,-0.785706778667094,0.224880808422362,-1.26559377598625,-0.115774498050872,0.2546849770835,-0.650315638291006,-0.31778078241884,-1.03635574471357,0.272796184923579,0.770508793682133,-1.19389187807544,-1.71177024087419,-1.930937879575,-1.42903278903838,-0.63775553980267,-0.430746730026344,0.274071104437803,-0.459360506157506,-1.03317592929897,-0.246903583780643,1.16272579655754,-0.0304633576392736,-0.102207237593634,0.600079655599593,1.02026135246329,0.564340202655946,-0.169771948801415,-0.652126156843609,-0.519363190008093,1.50116398745457,-1.9887238757774,0.844616273368308,1.4341053202421,0.171061215669093,-1.35745218016859,0.0380283728716565,-0.0956336872863695,0.661916073824607,0.716840765444539,-0.729524335887347,-0.203795802818372,-1.09579508038511,-0.846877756555411,1.21116802644776,0.056185344201552,0.34005710773804,1.00553850951184,-0.726159691484907,0.506712544197194,0.141712188110664,-0.28149772492145,-0.624447797566008,1.3131472072515,-0.278723283424451,-0.916069453165896,1.1963867831704,-1.20548275079456,0.658327211387355 +4.80257750366831,0.291446235517463,-0.0347260283112762,1.13020726745494,-0.0083090142156068,-1.31860948453356,0.986769863596017,-1.43337770467221,-0.980902336097871,0.186035137157474,-0.961052324044844,-0.958543527527119,1.24612253397107,1.22644932416057,0.243502060378394,-0.580971315835475,-0.529349915526749,0.15923208035453,-0.597222046871897,-0.557206294019108,-0.89462076076131,1.60258407676699,0.424896361470324,-0.127903122118574,0.512077211428476,0.514098655546297,-0.371683985604695,1.81772287362487,-0.452584202475727,-1.5673045711637,0.522021526862458,0.115209478001697,-0.864871259486335,-0.626770391647181,-2.30154197873356,0.251933894205604,0.423245237953249,-2.26161327646333,0.571485629012,-0.673349298145026,-1.61591997098662,0.324829166813954,1.01542060086146,0.749420716858829,0.199455432509476,-0.147524039106925,-1.75691718755723,-1.06327316309874,-1.18611492926389,1.21458173507941,0.323023590811513,1.96492237497971,-0.218519918672128,-0.0979110964254777,0.193773443485366,-0.57643839933511,-0.00666879666864052,-0.627540354243991,1.47872075496406,1.18524510598577,-0.571059541328737,-0.394305155966406,1.1410012897795,0.734917949347924,3.03003517966269,1.57528643168137,0.0109895407176333,0.0894758504502397,0.99216624563137,0.844761089353525,0.00335933870496541,1.49875892261331,-0.134711065673104,-1.5593863968407,-2.26340472373389,0.151596571686454,0.570669542727277,0.130533400010951,1.39265813850001,0.30074627514911,-1.54035612302891,-0.273004725226379,-0.0069308399180201,0.0492024073336093,-0.79106526283847,-1.28929799110308,-0.22823173641098,0.386554230734381,1.11481043731866,0.894145749341549,0.494157562931768,-0.317393130265933,-1.25040066681783,0.910432060465874,-1.57606679489181,-0.0530499216856843,-0.771151857646589,0.280205026851518,-0.548838209545469,-1.38750614490553,-1.29834117915758 +-2.90122478456947,-0.443291873218433,0.787639605630162,-2.28912397984011,0.128855401597405,0.364384592607448,0.57562028851936,-1.0551850185265,1.08715025123701,0.176417797599477,0.380188253916704,-1.60431026176048,-0.329867327498483,0.307023011977597,1.11436266207131,1.73676738151204,1.34357671685515,-1.75119295921948,-0.157203603307554,-1.11332527493423,2.4100602149449,-0.0636720487547397,-0.976309021479906,-2.02404513877355,-0.447384224532706,0.125394721328991,-0.732591874440364,0.597776627126555,0.234904199124085,-0.16801969781549,1.16263285107803,-0.176403195772337,-0.543808781197938,-1.44247767529148,0.322204240776174,-1.06394509590109,-0.519233144848389,0.713379246839445,0.423369097200286,-0.749364001391015,-0.861437120578862,0.523367701532602,0.328039731828125,-1.1214443526452,0.178207858976924,-1.65856243574295,-0.00120044398061713,0.778825736770527,-1.47956391607176,0.650644820333254,0.442048668698754,-1.33377615134045,-0.552013885852745,2.57344896740013,0.0629636696052556,0.179695013740375,-2.17444659027045,-0.425162391462882,1.85765082665891,-0.0445280913752,1.06059230428065,-0.449399187617484,1.07577806042193,-0.41838684205845,-1.31432287672002,2.07494474333987,0.977421067902122,1.58897924350731,-0.858760340001307,-0.97250076734315,-0.637129204290629,1.29135413692564,1.1877340915753,-0.437225474361559,0.57779573503682,-0.795560150976755,-1.41848291893066,1.41270310894818,0.392230051641249,-1.14488433522685,-2.58762029369551,1.45325756510572,-0.0803811322825961,-0.532814415791617,0.733630113780982,-0.409444048710076,0.840617395603255,-2.08975488213792,-0.218023436237999,-1.21175610196464,0.512112995861885,0.387432972864282,-0.0240144284503765,-0.548668632982063,0.346480614231598,1.48864531430587,0.290518261122681,0.0661865745941065,-3.18745410625689,2.25441181928742,-0.357320189237022 +9.3394622960536,0.00110535163162413,2.07524500865228,0.741001157195439,-0.145875628461003,0.233499835088518,2.02484204541817,-0.733111877421952,0.139327026560686,0.915848206824781,0.505067589582035,-1.8456094217108,0.844344713988944,0.624332983926657,-0.0765527137248828,-0.172675318153217,0.46943405662348,1.18483086705245,0.184185060278362,-1.63063542586023,-0.949647250572148,0.868827634114335,1.19297168388268,-0.279678879183236,-1.21103244229254,-1.58124779060728,-0.813287876683176,0.303722907810786,0.701257771476921,0.377606177645246,-0.0928488805379818,2.08171630036462,-1.62695301216917,-0.590451563152212,-0.43795407066817,-0.216902254955934,1.91911143009573,1.53607986324167,1.57194319674487,-0.0342802464846192,0.865796963852413,-1.49540227033853,-0.576973172799859,0.442829140880633,0.285143959081385,-0.3344020470276,1.03995238831836,0.567159779570619,1.08191079093124,0.584770660818987,0.349617955263141,0.0439914580866186,1.28836858938477,2.42135128854159,1.67230873524118,-1.0585875486123,0.485733744690067,0.766073558386913,-1.86511941615694,-1.22678135967442,1.71849097275883,-0.243967574404683,-0.0969802691141702,-1.84003941725705,-0.0207576340632503,2.64840655856471,-0.0924715639723266,-0.704439363676196,-0.396870168827756,1.42051984617169,-0.378166515918054,1.04605764205914,-0.530649459404253,1.64961447475936,-0.0793745424874397,1.80080023435562,-0.983696664440556,-0.804696384948758,-0.193223677993243,0.392205088020806,-0.805753504954758,0.541411515477177,-1.40950885136627,-2.03003450817618,-2.27589977507855,0.0444937281085443,-0.0181113610483537,0.650211826614741,-0.771255116100897,0.230984175661666,-0.650317271223294,-0.261946464921141,0.61565552989914,0.187155206074082,-1.24061315622903,0.34835835216985,-0.571802001052439,-0.164934310913953,1.0141782673535,-0.659056973127255,1.49604351257606 +1.1884960323921,0.0743413241516641,1.02739243876377,-1.31624516045156,-0.163910956736068,1.19395526125905,-1.96235319122504,0.210907264251298,-0.386272097673785,0.320176726180939,2.02705600379976,0.55573718528977,-0.981075755246316,0.0613414424510207,0.932925053950374,-0.937992531749062,-0.253105087750424,1.20703160102077,-1.01303201429879,-0.387823881460715,0.559151500570031,0.378375480525493,0.440959630244447,0.420630659980623,0.770953820805158,0.0730407602207416,0.587752193839511,1.71795977635021,1.3265983154971,0.403096936709248,-1.90194818212262,2.04906619307376,0.121071045073787,-0.792246797005612,-0.423212448160073,-0.83824897316637,-1.24473834900437,0.318570720934271,0.240256623616103,-2.97229677488889,-1.00915721783396,-0.0596574319677553,1.30930989880338,0.723891776741994,0.238966519845743,1.31316185379189,-0.15837447096464,-0.609570597155101,-0.591173116673932,-1.75212115412639,1.25270948341863,-0.414380614998289,0.598372995135333,0.488388596925636,0.888334466403392,-0.85291910107167,1.02456317126919,0.227675375863959,-1.13160793377049,-2.05468134894324,0.950438194837504,0.921963375524979,0.697311536835338,-0.666084192894851,-1.15664537406716,1.35309135515391,-0.719254228175995,-0.768845076987925,0.525099049518121,0.715258629979986,1.47727489514058,0.279653840273741,-0.43519992040031,1.47634015045874,0.580785087274332,-0.313481682918836,-1.53060793539692,-0.354039919771079,0.566647530745479,0.0363400995079705,1.22441382205921,-0.0687754603349962,1.34521193816803,-0.63593389439462,-1.8981868304936,-0.153689934316704,-0.525203905301292,-1.60522684609233,0.662584187206001,0.218487388343272,-0.095966123520844,1.34821059371024,-0.0144585263438406,0.922374663472626,5.04664938192134e-05,0.105395886932783,-0.314407353295388,-0.136900816247595,0.259014490014888,-0.586795856320606,1.02646947710406 +6.59613689717333,-0.589520946188072,1.2079083983867,0.919803677609141,1.76355200278492,-0.0279099721295774,-1.16492093063759,-0.99892072706101,1.12358542318002,-0.36668729712132,0.0646270287396298,-0.0601191913503692,-0.139221405117457,-0.110825791428948,-0.157981738669148,-0.28459365979305,0.369103715328425,0.977649326530504,-0.679843404739828,1.72263201663562,-0.211414689679582,1.41568816870243,-0.429097559489887,0.642884936877863,0.0890088693866029,1.34769693635681,-0.532123435283901,-0.892666422511259,-1.57313115107482,-0.627499363967518,-0.493266201603452,-0.84468882240796,0.981105190296446,-0.931869974589519,-1.10879262262723,0.658773629809864,-0.160439995770294,-3.20805687610525,0.316422729082583,0.69463032731849,-0.135748076591087,0.175529800480331,-1.13678908856782,-0.693303738962793,0.62492277428748,-0.247748708865279,0.538117590038689,1.51057335286814,0.340662687178802,-0.448670066533051,-0.0239782433951847,0.784792630808824,0.316859281013677,1.81126992420376,0.296493873145917,0.0913124466915819,-0.41724066679063,0.262124109533148,0.990458223297773,-0.638925152366813,-2.41539950360066,1.49806356112148,-0.153050036363079,-1.91086098174888,-0.326316667991381,0.0770612111833076,0.264276868181719,-0.146418811036952,-0.565682391874275,-0.951413349965152,0.508022602945976,-1.03628198172096,-0.159279176191555,-0.199738288228905,0.365089182023576,0.0216525258092149,0.0225614878024365,-0.724863740677366,0.598189922951529,2.4527625867183,0.0161357649883902,-0.293417003918388,0.15518675246162,-0.938002586969497,-0.407731537015108,-0.153768897749587,0.378142498990971,-1.41169341092248,0.792225360678587,-1.28428412033974,-0.579156267128621,-0.221949856644273,1.60278391598959,1.98382413718584,-1.54854497119581,0.451428160365308,-1.2681317324717,0.024311471013414,0.438767652215934,0.959933297654874,0.983091976873887 +-2.16449951749784,-0.568668732818502,-1.23132342155804,0.398130155451956,0.762586512418318,-0.357298854504253,-1.37651921373083,1.07785032320562,-0.759845657357593,-0.940611295179737,0.463658648401867,0.772086304393126,2.1854379064735,-1.5762335600693,-0.681509514802608,-0.589018101666963,-1.34670719045078,-0.0819917440431946,-1.24269361449976,-0.558500300160839,-1.01785480180753,-0.209026756578789,-0.377664266101451,0.294381382694261,-0.0989175936758863,1.37539955945697,1.47014135588169,0.573534752706902,0.218282970836713,1.88265879830795,1.86369238711066,-0.42258466192741,-0.0870780584316147,-0.0176965659071633,0.369019190331962,0.452007547357976,1.02158087612774,0.436681717010862,-0.54417040030936,0.730211688802803,0.574337010641327,-0.951188433964526,-0.880663913914665,0.294032819547474,-1.40841277187787,0.871146609531473,-0.0490209026377589,-0.442208406135052,-1.02475513811123,-1.84975615242578,-1.06932120948537,-0.0268803021057377,-0.557544424402852,0.433492092761514,-0.740889592783282,0.181576992184874,-0.44991362065687,-0.0387066679127234,-0.475466711222108,1.86697887622022,0.961551517149607,0.281534248442548,0.379716865193939,0.471968288298348,-0.553287714930112,-0.296863405879863,-0.665958002231038,-0.418996052411357,0.294785712482343,0.842550195399219,-1.71156493334211,-0.163684905224377,1.44605271006275,-0.597036549252031,1.57322023295527,-2.25850624507255,0.873923740012884,0.797958575581486,-1.65879197682376,-0.906838989050387,-0.796488048847463,-0.827441760708943,-0.880852749086046,0.0452299682479253,0.494072204664986,-0.120525483963186,-0.417903383503862,0.630167048181747,0.216416730409139,-0.486506827272847,-0.784503524049779,0.770396321755827,0.678284050464703,-0.647256720861,-0.15338907291065,0.358878756013178,-0.0526856501758637,1.42829075142112,-0.806703248964441,-0.13579581454719,-0.976479144388053 +2.26771779386988,-0.135178615123832,0.983895570053379,-0.407528579269772,1.11143108073063,-1.14681413611837,0.167679934469767,-1.19897438250787,1.14895910322903,0.634702931419534,0.0747783326935444,-0.140839387157354,-0.0128280098786072,0.742589845818649,-1.22010109142514,-0.44393142602891,1.1719354256206,1.15626342259789,-1.53501873647929,-0.636660846087287,-1.39019098922727,-2.67804459234963,0.888700057764328,0.719141732450454,-1.31572476019648,-0.517081329493958,0.126046063804915,-1.01235635498952,-0.2533353660474,1.8555483176834,-0.212808995894539,-4.29462067282811e-05,-0.297384824922925,0.993062810582632,0.272114317488526,0.799963792617058,-0.632830864851566,-0.613251076721228,0.122651647086549,-1.13396678917255,-2.39782906858187,0.464113223267336,-0.485583014637264,0.65364076319582,0.57396246876626,0.938006433442794,0.315215218557026,-0.956351019799395,1.25405185800892,-0.21243018978096,1.21026014531592,0.394229158194951,1.8625205885542,0.478587025391507,1.04646431959087,0.794561865647756,0.510764351991593,0.390709389505376,1.3722378977286,-1.1800119103489,0.492719845236524,-0.0408314720557456,-0.69590739562154,-0.360458747268974,1.02702796176583,-0.845873018572485,-0.194830762043416,1.50008326853989,0.873483909817311,-0.287517132923855,-0.675212543890165,0.191229385385281,0.999579160458327,0.611075601121751,0.0592110010935796,-1.67775527050652,-0.774097472500779,0.0615900211535358,-0.574121784980545,-0.170112539602651,0.944600469709701,-1.83271681288251,-1.81053037567625,-2.10018217242513,-0.589607096632701,-1.00968391630703,-1.10735575727233,0.492052648638282,1.2262090181214,1.65346511242034,0.228911942349964,-0.405822016545872,0.0566828225878134,-0.59370554412321,-1.01086201299834,0.793520121521728,0.534720798266572,0.0284418443396404,-1.25870943174829,-0.244364250134057,-0.0187941213525097 +9.34252838806041,1.1780869965732,0.219924803660651,1.32425863017727,-0.923206952829831,-0.517420483593623,1.58462907915972,0.216637035184711,-0.84247625893675,-0.0624884823283309,-0.48683623583544,0.393093925514259,-0.305308925970688,2.14232339810565,-0.708912991624368,0.0599965734692298,-1.9087363449263,0.486796336752512,-0.524540013110409,2.78138713385586,-1.48862930913481,0.609180470956189,-1.06500611114445,0.192504699318315,-0.79561659269378,1.51582710882422,0.877615253170725,-0.482025397621928,1.05290401267231,0.696300671493303,1.13666002123292,-1.22438899833902,0.61358684519704,0.0435650240715116,0.589900021075311,0.364728688475606,-0.203434845430055,-0.0349603501428892,0.954675640623287,-0.0564820964404213,0.281787803285362,0.910891997663999,0.227432805485141,-0.565504946161591,1.33577577407657,0.48720693211324,0.475404501384837,0.94457453029071,-2.08313443750359,-0.234628727013219,-0.876387733822644,1.41734725905784,0.340284014532571,-1.20676648973965,0.222398110451356,-0.400023235949867,0.23066137151418,0.709368620657006,1.03763472939487,-0.994588574561431,0.520650995971865,-0.0333621254171957,0.274907691011611,-0.0188318970806411,0.218470235065696,0.979528698962739,-0.561159613624619,-1.33970794728555,-0.96470847326518,1.32944798291829,1.40670481636157,-0.7052474749049,0.296445309998746,0.2827093561402,0.103027439576906,-0.88771258928867,-0.778488126895603,0.42001558561372,1.87179433397642,-0.257947994830228,1.0694696960334,-0.262750897018294,-1.09467242994781,0.620689116924818,-0.155903476128753,-1.53451942591829,0.51144319044488,-1.54352019209202,0.680670482701122,-0.0768112292061457,0.124179126441018,1.78218176606696,0.701484222638632,0.187855679151431,-0.962059414859001,0.298774107788274,-0.366974666135738,0.175862964976933,0.192116623083793,0.360224889707567,0.754441353799153 +-10.9870717332174,-1.52356680042976,-1.46725002909224,-0.70123166924692,0.164341838427956,-0.362123772578272,1.67788895297625,0.143087029788927,0.391413340392769,0.182837867691791,0.748910820862606,0.224218574159447,-0.584213460652307,2.08977295667316,-0.748679597841446,0.0822329488652121,-1.00439081062399,0.95884866279506,-0.0185273854581721,-1.95725587639345,-1.40604463352557,-1.03364017718239,-0.777271197344697,0.36743963595642,0.482380757411327,1.49912572886303,-0.477464544690555,0.511405751148038,2.22304446114516,-0.642203301330347,0.442739450647041,0.616144909077322,1.3495305875334,-2.02353097968475,0.37198763387555,2.08594617370458,0.411278203793493,-0.906138120993062,1.49229156949754,-0.258355701987367,0.0413166332631725,-0.806197384720587,-0.0664613489790137,0.219948190679679,-0.461486108128656,-0.38738145859323,-0.303354920575959,0.251244153733997,0.235748419751775,-0.365205404813139,0.119801387923553,0.0331760477621503,-0.5341773184238,0.524051839519997,-0.598761408742685,0.259163585710244,1.4140144136455,1.99493577338697,-0.193235628212477,-0.363555553970806,0.544025391969636,-0.664489101130321,-0.610332293846857,-0.967002593433541,-0.0247236104916377,0.251799161284106,-0.341876645262743,-1.14083233683371,-1.16240304119617,-1.0201839159974,-0.969618946558685,-1.41665063378934,1.73348654671734,-1.47029258762312,-0.610096871239552,0.173245098972772,0.479365008388368,1.93953978152715,-0.533646953917932,-0.0131681766395171,0.136120689716434,-1.64840599873118,-0.291951300231586,2.60316312711435,-0.891731917353251,-0.468277733674612,1.4443434365775,-1.31006014250695,-0.105318780064966,-1.40119450613908,-0.513558570748701,1.54326207310033,-0.604704199410419,1.15988935371769,-1.56520209471055,-0.270224150299299,0.573827158189678,1.4566503998255,1.40240528048147,0.70464444533833,-0.370386832272833 +1.07043017306835,0.593946187628422,0.521022742648139,-0.580614304240536,1.15482518709727,2.35055432578911,0.488296698394955,-1.06575009105298,0.891377242318638,1.10364101842281,0.464234580889638,0.0235419851685809,0.771268501872661,0.169794327127524,0.57607752614667,0.758397523687175,0.676687513659109,0.177792371188778,-1.56814717115897,0.142527896359,-1.49623548221371,0.497391496417443,0.40786263410391,-0.11339892170305,-0.951630212108528,0.814576969918441,-2.24293116600069,-0.559887034549306,-0.00785426278295549,-0.937594986366264,0.0699044802717621,0.592789088105364,0.987770630694447,1.89484579534605,0.445974498417473,-0.0714848555619568,-1.01458042114401,-0.51402135115389,0.782586988631191,-1.24876382771751,-1.85062321066213,0.21367137782751,0.35161359097422,-1.16668683169487,-0.192363844536247,0.39753274404956,-0.8615068688357,-1.32158726699617,-0.512524115818692,-0.342960093763543,0.538200405260708,-1.03038952395481,-1.07576327472095,0.373331582668011,-1.15164547863888,-0.577807437816022,1.00290684763507,0.315668232665549,-1.94576833460214,-0.461141226123371,-1.58599968311844,0.94193169670467,-0.170141878802862,-2.01347317761235,-0.432908033772108,0.65221850318155,2.07183092355638,0.294782312898116,-0.965451989866229,0.864373559248327,-0.620278522022155,-1.70173150394035,-0.97971806876271,-1.88867252799157,-0.411154504992565,-3.14704584792069,-1.00729403259155,0.257485732374998,-0.518455971320419,-1.15799853215746,-0.98845341430439,0.34895272715258,-0.660101931912037,1.14683784823331,0.370552580951653,-0.675321597343778,-0.646279295845295,-0.949260494967243,0.929365998140173,0.0471961457979828,-0.222140588437,-1.73008604533131,-2.20581024173143,1.77199782909125,1.39830497251044,0.251110597470882,-0.305035847999168,0.975076936196071,-1.3306904693856,-2.30078574675384,-1.37601549304909 +-0.436806086223434,0.332950371213518,-0.158754604716016,-1.00107218102542,-0.0565214245264898,2.44653137569996,0.878673262560324,-0.428623410701779,-1.33525871255432,1.75203561864876,0.129420458393473,-0.622962659764788,2.1061893617618,-0.107877788921055,-0.0520994639309632,0.539662990903339,1.15232174421702,0.292250881034058,0.467851674195392,0.664498798923618,0.686145924102054,-0.973892336533007,0.750271673481492,-1.03659361554291,0.499536594645037,1.66564854073976,0.0156187673475151,-0.482643607073649,0.428501681366459,-1.29941035593765,-2.62588313737603,1.35560461363218,0.799935934452696,1.18031853854443,0.52684843962461,0.202338215742887,0.99828767052731,0.147031118708133,0.531534886349928,-0.103110580884247,-0.794477174820644,-1.12035277041499,0.686252748172832,0.318800362732263,-2.08306461300538,1.01821040698917,-1.57394938264868,-0.634422596430598,0.676571751907639,-0.319941562739017,-0.131580122619601,0.936442718837511,1.0155574155544,0.236301812467079,0.144360162848759,-0.785535786150966,2.22028587957479,0.254998265775951,0.766155366991906,-1.3200139338714,-0.0338261554036658,-0.164302661866564,-0.456575057357618,2.23236167536485,-1.43664463221697,-1.31634095550414,0.618397214461148,0.628203222380398,-0.786233792398782,1.15922855152364,1.3544229404221,0.672430758821021,-0.532163867366015,-0.673529518981055,-0.318139142772937,0.0266768221917123,0.310222805320547,0.263385320203188,-0.085971670219281,-0.302360247778542,1.57064180765711,-0.115138628691762,0.950742822255403,0.471536597909679,1.54715761789402,0.587929081235125,0.647030307884937,-0.180780988298958,-0.536670111171916,0.211065203138829,0.779699944701239,1.81616568067361,1.54483001396647,0.0808536922785236,-0.208013350713519,1.33831826066881,-0.241607465452619,1.15450424913966,0.0543554273073741,1.241938528592,0.231531977540471 +7.84566335108464,1.06309983727636,1.4645873119698,-0.668178606753393,-2.12936064823465,-0.166703279484276,-0.144874874029881,-0.656179476771346,0.398123477834933,-0.953816460135553,-0.815460651610283,1.26200938062639,0.412157036847037,0.18199449457932,-0.630337173595477,0.776647646532491,-1.73275991756331,-2.11334068465336,-0.667828863981452,-0.478627492484917,-0.236761630680826,-0.0944719078341068,-1.71500317257465,0.252591163499661,1.24215347091829,1.01496869830099,1.13216757964278,1.47292606102964,1.05633848190142,-0.654595628063766,0.716413833945887,-0.837958416369963,1.4133831155678,2.41416347802723,-0.64806755804916,-1.5297686336941,-1.63228990465595,-1.3438761034106,0.567232748620047,1.66919588438668,-0.495286259887251,0.330787779232092,-0.298624133090586,-0.924321528382096,-1.90889966407156,-0.280217771565802,-0.665940119842949,-0.675956789809897,-1.09750025331333,-1.27783911437563,0.40723420602071,-0.941885159907763,0.552585644594372,-1.49791650623791,-0.547393481874579,1.97313952665039,-1.27900271394116,-0.0748676464165192,-0.243059696670027,-0.360197044922095,0.89549324466631,0.790470253885858,2.2940282942043,0.15773029352231,-0.547650959050808,0.375403042229744,1.22171316727971,-1.04782782418509,-2.11421014301684,-2.28434539533474,-1.57325455325847,0.110628138435812,0.508879136514072,-0.934847920712603,0.859861625990333,0.527678458247029,0.478767972831005,2.09082598292625,0.143997160872127,-0.06482771553236,-0.755107602634484,0.513173486372705,0.916431634896448,0.199160399611508,0.00991831711031101,0.647812372062329,0.918615528362116,0.369644919508008,1.67453193664102,-1.08508901719787,0.29627749922745,0.206799883667734,-0.987975816848289,0.548914345643615,-1.3300765576896,0.65369081290497,0.594110355562078,-1.19943109413237,-1.91596221186282,-1.50316934470259,-0.0664472343504309 +-0.120985322323387,-0.304183923634301,-0.766081999604665,0.945184953373082,0.344845762099456,-1.04366743906189,0.468971760074208,0.959394326857613,-0.111586802948826,1.64408045682029,-0.0401504517354262,-0.405774042775771,-0.261264878093957,1.14592817832429,-0.898336065510746,0.132171664674437,0.601308856586064,-0.538047910821091,0.311082359587522,1.18368958312197,1.99914242920796,-0.55397669395461,0.192254686867909,0.92254542259099,0.947279828507612,0.527156146138147,-0.0754051615052807,1.59422246064106,1.52170120575052,-1.83822781198037,-0.604611722160916,1.00453445300847,-0.989023428796902,-0.240663163918049,1.02183706837274,-0.338088145537669,-0.234161211897477,0.163461568881095,0.156782131753834,-1.27800401212855,-0.685880871363996,-0.0777971065716743,2.08893895537066,0.0987991308749941,1.41025794525215,0.228251518793055,0.561821122041812,-0.936854070557257,1.10233898465864,-0.720405441224653,-0.0336625816321197,-1.22273295363584,1.81454593813162,0.342894590962116,-2.50242629826756,-0.640409368830419,0.459030510660419,-1.4050744319456,-0.682643901964241,-0.806079954661756,-1.18252650025421,-2.00705324691346,0.136260431587225,-0.687388461898034,-0.428825127412577,-0.195444713550099,1.43088580635369,0.129800836724654,-1.2763455295766,0.115096928882594,-0.0996519809384595,-0.377901415356313,-0.0935792966102962,-0.917859160349397,0.961303284921148,-0.532247594726694,-0.144266235227885,-0.447192182418471,0.560456831333137,-1.14567023950392,-0.158869153196962,1.20357606355453,0.319040421861425,1.81666686444626,0.21946566604637,-0.719146120685158,-0.417027784473859,-1.22934354955979,-0.487188681404389,0.417459968971909,1.85860526814653,-0.60032525249968,-0.599521804782752,0.456384534882703,0.0350741035822778,-0.482159631735648,-0.922948950545796,1.38634920343909,-0.585516316617099,0.778027296038539,-1.00822211311344 +1.90590667636602,0.370018809916288,-0.430211753928547,0.433702149545162,-1.90495544558553,-1.97293493407467,0.376235477129484,1.55605263610222,0.675743916642286,-0.866733529450919,0.781416977680249,0.666763771442479,2.07378364600369,1.47729882260241,1.51268587551728,-0.806865299790739,0.341650314074502,1.01402558475317,0.142551004168543,0.805437291322411,0.633238682895559,-0.245759575807179,-1.16173323791098,2.27493594555922,-1.32874880239981,-1.94493600434466,-0.443714905019145,-0.730869789022716,1.19958805043073,0.497553692161246,-0.370584497674043,0.917182101978409,-0.0632063466187795,2.07128941428934,1.09423028568049,0.954136361808257,-1.65510950148292,-0.542909223322403,-0.402740225607502,0.745799344342215,-0.5527559592242,0.923034675469875,-2.21465093767321,-0.36100848964531,0.527532429716916,-1.58454137684545,1.8818708752534,0.825629764525003,-0.848894703533875,-0.57673442617786,-1.1273561561385,-0.569167180035542,1.12866157351342,-1.13046879555514,-0.293453853912661,-0.588579747722203,0.525950899556397,0.23226824559182,0.365844012600691,-0.931098776618553,-1.70514149722122,-0.63244989786766,-0.386093411422906,0.954988612925207,1.41500275384597,0.268600774659746,0.237692114922869,1.40554079768714,-2.31858615635439,1.3358341629931,-0.201967830142326,-0.1007124366858,0.228809104794559,-0.290021222433552,1.21375767428015,0.907963299053161,-0.556652113748996,-0.104381631175212,-1.78811380191371,-1.28919369685304,-1.26476361914929,0.456955586012327,0.0304343359175673,0.0704696158674511,0.538621849946955,1.59204812519396,-1.03799554596124,-0.299138673850278,-0.897620842958185,-0.0474900688318991,-0.583973200647267,0.110510300905936,0.0850204947164576,0.696859761133182,0.595361536530095,1.36232617408788,0.0238806281000629,-2.10051144916066,-0.382033483868596,-1.05894275601176,-0.958848120936173 +0.597613795604957,0.267098790772231,-0.926109497377437,1.00515921767704,-0.811170153140217,0.514671633438029,-0.761040275056481,-1.04079643378825,-0.788597935379218,0.266352192194765,0.676452747462629,0.164639154530128,-0.778830223440943,0.40794415253402,-0.236749292754605,0.449350085786593,-0.0352810090657197,0.101269641473852,-0.374034720730812,0.0533177579003455,1.64819754690779,-0.654785608807158,-0.64182866447016,-0.4414386682088,0.126956787669901,0.688310257495692,0.260078388442021,-0.0382892238599665,-2.05890426512279,-1.46348125307325,-0.533668362189905,-0.146622896374579,0.942109527393138,0.232714077622351,0.077305982511206,0.0818425227231235,-0.833470788453693,0.423016854324198,0.0754858051111999,0.490087172795728,-0.102544008769687,-0.749452861514057,-1.24069478036819,-0.887789690177081,0.644207628219839,0.123767625951061,0.133346093542897,-0.0538171882164384,-1.11851003547539,0.304741248232964,-0.656205132682614,-0.958540215269528,-1.41225502469534,-0.5275250540104,0.0400862884434671,1.29872370041408,-0.301905488787861,-0.968199186475419,0.676177234051686,-1.51811493727721,-0.245328373026434,1.12447287086377,1.20044057678057,1.0969193806044,-0.485190924841305,0.244398982781913,-0.59009800310041,0.792076867747625,0.150371720301186,-1.76622456868524,-1.52628335794542,0.874111203825203,-0.628731020578929,-0.862725244986937,1.24249386860688,-0.179402185513486,2.2018080545926,-0.444827986065763,-1.17071244369422,1.16812952205643,0.672788533486333,-1.68723883872018,0.420762578128138,0.773757781543787,0.712853858218945,0.214218086396195,0.937951393778645,0.671624351370558,-0.57592402618557,0.119040313760899,1.29963968356367,0.450085907475011,0.957479177005792,-1.12245017955984,0.21501616839415,-2.23745263880472,-0.0854825867687165,0.264405308035879,-0.3247768126385,-0.325822751079526,-0.958188137426333 +-1.29276567770141,-0.54252003099165,-0.17710396143654,-0.390118664053679,1.3240043212996,-1.09057358373486,-0.293294933750864,0.930572408540247,-0.0869863340574937,0.222370494855364,-0.482652525567947,1.78152447478717,1.1315325132809,1.11427873521406,-1.2488034215964,0.41264145683315,-0.626165019795731,-1.21870737154808,-1.94492637603576,-1.1673464152494,0.502718643389684,-0.983805242713974,1.31243918737546,0.0117520326654933,0.00991538247555104,0.0763314178965426,0.0133417778467314,0.99176235732828,-1.15662732028705,-1.19816617058598,1.81218653480987,-1.26132827478245,-0.5944432989651,-0.373468344090581,-0.274638208402021,1.7080180168601,2.30888335087111,-1.23161261394232,-1.20263029488377,-1.99670738675889,0.82487849615548,0.854155162777532,0.763610717323856,1.79911157206782,0.901284379647873,0.0311986115452478,-1.52502907895271,2.19269018194481,0.802760268421125,1.43700067454156,-0.677375337491742,0.831682208160167,0.77627952346856,-0.520557013491038,0.134056858389889,-0.345137021974271,-2.26260187393483,1.05452392854707,-0.837650766069371,-0.804260301524433,-0.095056536524582,-0.825866020936821,-0.0552567744482472,-1.23048770153067,0.204048250556803,-0.031055470169511,-0.812235260370658,-1.71963695850722,1.95174970574563,0.0162821809485607,-0.391286436308949,0.325252052954284,-0.245225818318312,-1.78104046400193,0.560358427790232,-0.900676662507379,0.304377982438038,0.43364637478369,0.0945366043801355,0.925118627014477,-0.319643555699046,0.704003407711663,-1.35650976319577,-1.88562659512408,2.20606310097224,0.259734646804249,0.377091542808007,-1.06526710889302,-0.018703709779272,0.32731496432457,-0.878749994106679,-1.23965072688977,0.960184354897272,-0.130779281830451,-0.495764063811035,-0.583069660936023,1.48826398378451,0.865510799439642,0.584716301117073,-1.50649525320235,1.04776175124326 +7.14529193338964,1.20786780598317,0.402011779486338,0.376370291774648,0.615636849302674,2.28465932554436,-0.134841264407518,-0.0754459310121911,1.38228400775579,-0.276908509892329,-0.669113467963509,0.711213964323878,-0.421345128083654,-0.0270758439935565,-0.430009336385521,-0.403614049111987,-0.855971209746084,-0.958376792791154,-1.59768131407039,0.323350155867517,0.845467412356198,0.196407460672124,1.001540094408,-2.12699307927022,0.90496191831364,-0.837499619356526,-0.963884516039117,-1.86628306073355,-0.304085271963615,0.681103030348739,-1.19630906994616,-0.253564732017772,0.717181954689567,-0.833345632321643,0.0752714442546746,2.00605303820361,-0.263555628832857,1.10667546849715,-0.372384602760343,-1.40883531700392,-0.127962465098446,-0.411871795704936,0.151021480693103,0.205191559292782,-0.242246696421772,1.67610831896582,0.618082500372415,0.614830175647015,1.08186088473126,-0.609274693292187,0.720544713141772,-0.433652437683531,-0.904193525291476,0.926171116512103,-1.42130167574704,-0.1791690837053,-0.513242506612061,-1.10432314673198,-1.00494903908104,-0.616767129977901,-0.492548596551827,0.976675396583286,0.232386441981817,-1.06304813802084,2.47274074138391,0.105414733683335,-0.759428737884043,2.11245156225904,-0.383618178688725,1.08192986992441,0.217191740793471,-0.745857557931214,0.321276447748852,0.0443222341276357,0.437706901057517,1.56302199305104,-0.607639234004388,-0.508028536712192,-1.40720838695395,-0.497315316551063,-0.0345229141492375,1.21094688628044,-0.208215358144076,-0.490968282824733,-1.51323910857948,1.35831224234804,-0.25193691317126,0.533585957129391,0.736066945186716,0.630310567498758,0.653242766358946,-0.692287130494616,-0.303291697447223,-2.07755881001137,0.387998807095383,1.6968150416894,0.0663269687869969,1.27491246463246,-0.139267245742738,1.11907997707761,-0.0242886067821115 +3.00210510746939,1.16040261569495,-0.731748173119606,0.244164924486494,1.09166895553536,-0.885617572657959,1.39384581617302,-1.96719534905096,0.168490163808026,1.39425304101804,0.512801321922257,-0.33769115586237,-1.02174737001973,0.497722203347278,0.0932994364677102,-0.38808827747742,0.151777841973793,-0.555797484605983,-2.54065786097916,-0.320783022434152,0.467247395729231,-1.21652631223445,-0.19352784002616,-0.792114565900454,0.383216487630252,-0.150187061400433,1.65730762371294,-0.437333147103703,1.89912736968198,0.40761948320593,-2.69176770525047,1.66695065908591,0.0851291323708111,-1.4634080799318,0.970519129769692,-0.787921347136684,1.99710850259121,0.0530992372669268,0.652391155370522,0.917845134523927,-0.588270503672474,-0.0308414419021804,0.242267804187404,1.51039105693711,1.40266839261555,-0.0860577361371599,-1.15730474391107,1.32641862246124,0.390339232812232,-2.04916259301937,1.15331736275962,-0.327394696520953,0.151694440110515,1.73095934138884,-1.40432281444744,-0.632188935843907,-0.444002397728301,-0.975982807456805,-1.69035840866592,-0.209030668739744,-0.450143474758941,-1.74697569859874,-0.672315752524819,0.0996551694491895,-0.692755498999885,-0.468687505974339,-1.99926958618181,-0.805775140196781,1.28050808303673,0.367588290035435,0.578992540894106,-1.74592004754322,2.01641746365733,-1.85171261276156,-0.109481152919359,-0.469087926429333,-0.00380637671405696,0.725067448736313,0.32658192241682,0.393522506667845,0.563213572953275,-0.165491584296065,0.637726145103929,-1.43820276456343,0.100073326778522,0.594318995831329,1.7961911860727,-0.354340078572364,-0.49718525852584,0.486303693246725,0.274222779910637,0.0187178128266742,0.130231110837607,-1.17748323201404,0.188364985459627,0.514010367527633,0.225932838708407,-0.688921290278311,-0.124340312331545,-0.223521191508693,-0.477874992520289 +0.190828492546314,0.700213649514998,0.830373167981674,-1.42625734238254,0.306604861513632,0.111106429745722,-1.03698868969829,-0.755903642645193,0.823190948275118,-0.658911999778006,1.04890992895349,-0.00914895226735463,1.21830537874678,1.18564001363487,0.833041088710478,1.09518774784029,1.20637269384613,2.12187591164329,1.36204724954097,-0.885950264101112,-0.402055063696625,-0.285042864419352,-0.9331768198576,1.28881808340777,-1.30843004221806,-0.996213532625467,-0.225065920497365,0.936080482562332,0.141839870066516,1.13831741291294,0.546513355631927,0.722313514851792,1.03515583126704,1.0357192604692,-0.521323523184934,-2.01024918737741,-0.242841971658977,-3.20211005574372,0.617010157044081,-0.749480755434116,0.668188487191936,0.352909444491459,0.472579572380746,-0.17351463243166,1.09593101034668,1.04701568634141,-0.154126364802646,1.05222436973272,-0.459305890939547,-0.345147839350287,-1.79764220323557,0.65085200889396,-0.47520176578483,0.748178698864223,-0.702255707086492,-0.159428518764871,1.58476226750509,0.86139250142642,-0.721143867817049,-0.683011225467872,-0.231013246741939,-0.807502371633635,0.0106614610970628,1.69912855917289,-0.594415284845911,-0.990970633080493,-0.411824457262129,0.242817662665447,1.64106288944454,0.524396763398138,-0.567617692837175,-0.0322501141404108,0.228650625762808,1.09746578432504,0.0357818769042796,0.114271424868312,-0.30615598937026,0.447678710060596,0.0857491567421225,-1.52566125496224,0.499544459805869,0.298068665118141,1.00752582103387,0.49379892374245,2.00199143854431,1.0295941574629,0.117445011899902,0.525622008045514,0.230388553870107,1.63498650237476,0.145477663576933,-0.0407711901197943,0.48252320372027,-0.60936251126292,0.141349660565147,-0.968327179581577,-0.422118017659275,-1.26666076239514,-0.873434987089974,1.28289368453732,-0.0297174745981622 +8.68985749046034,1.58683345454085,-1.20808278630446,1.77842928747545,-0.110158762482857,3.81027668071067,-2.11433514780366,0.461149160506762,-0.220894597616442,0.660531280513291,0.121058163102937,-0.125309208413434,-1.79976067489539,3.63957362674029,-0.0849324781188742,1.34048004305313,-1.48857788320267,-0.179589987560952,-0.360666003351832,0.151278171838043,0.923526703253396,-0.300346064814908,0.310329445057101,-0.254336528393991,-0.338359381732316,1.21660013338776,-1.51857493528141,0.383184177276283,0.0923232740268209,0.501722988799783,0.768926409093582,0.593905630682609,-1.84711493386444,1.2928747106484,0.833331308362038,1.13637384584441,-0.554739546378118,-0.953904369733372,-0.447139503006748,-1.23843936852384,1.00514832311694,1.33281476855882,-0.49800932782804,-0.855457143411498,-0.565196923711415,0.386263973461572,0.402447350097005,-0.115957699597586,-0.207593630941905,-0.990897001946385,-1.40150493045522,-1.67568081783651,-0.0868169530772092,-0.368939121994879,0.47589832790487,-0.158113244291774,-0.0246510833246236,0.902551177651002,-0.58664809191701,1.90728580973217,0.34532113400641,-0.505082847399958,2.32816686480162,0.852094994245672,0.39111014115377,1.88090581014418,-0.275838338596042,0.526649677807689,0.67958127839047,-0.433166383141067,0.939025071540699,1.05046973861636,0.101488902515267,-1.12018713064246,1.92917341919261,-0.639340820630256,0.0722055239943014,-1.32528270902543,-0.337243236782807,0.241532766800062,0.34099189732386,-0.00609571688056943,2.62528171318418,-1.9716042465531,-0.539021561007142,-0.635737431850618,0.951914972903084,-1.38739256945421,0.852231625527046,-0.19258035619236,-1.19429119164835,-0.872787075750355,-0.926846991756512,0.195219522047863,-1.06664092089482,1.95867974583969,-0.270243677115801,0.61389819172723,-0.428359839941349,0.764970811988367,0.20966546035865 +-0.274571092043073,0.558486425565304,-1.04798441280774,0.134447660933676,-0.924312773127284,-1.10890999794325,0.768278218204398,0.145106631047872,-1.02939165471471,-0.0132557001432984,-0.313292885379532,-2.0908460969723,-0.308249938350721,-0.05400259559406,0.111853039012255,0.114405546675648,-1.05037412306876,-0.644735408242739,1.93639731086409,0.57936347204544,-0.0080556407117813,-0.638620500617601,1.58332171358656,0.568885735628597,1.12718846777638,-0.171835289489714,-1.33558354270051,-0.301734678682412,0.0988041281826466,-0.0670427097681916,-0.186757799251065,-2.88501793098226,0.331402498977672,1.1439845441714,0.705247474940405,1.86507711152076,-0.52947657549752,-0.205155007690135,0.158480999959808,1.6144484044437,-0.142203822982975,-0.397300785373748,-0.616013685116782,-0.452387176934996,0.310475047231296,1.3930845137859,0.522360723740164,0.231954118821202,-0.170783129408863,0.506797515431704,0.162547074836417,0.407437795884358,0.282714992122033,-0.235857232621878,-0.225945788407352,-0.443436078582291,-0.514694420137998,1.50496032212495,-0.0286025689382218,-0.709883829670917,-1.19157281055891,-1.53043700059576,0.0597269142797189,1.1563557342827,1.10718562691613,0.184707730059391,-1.97621675336048,0.491020092098264,0.0439738235168822,-0.121180061973789,0.117497433990447,-0.837461902058946,1.17147688032292,0.705439244103486,1.21522051006694,-0.316609300851011,-0.590134566033376,-0.919315534683244,0.1102492301245,0.270759097086791,-1.93520969974483,-1.03754346377062,-1.93567203677579,1.00013851743262,0.292794352518923,-0.144537130333702,-0.423722649675002,-0.0055803766545081,0.16809064248767,1.70049534548573,-0.987791429132607,-0.674675154063475,1.32724626654531,0.248629458991162,0.78265011869897,-0.223102940315682,-0.466533389555906,0.108103835767645,-0.176085913045456,-0.0451178293591878,0.959507574942317 +4.10138814122157,-1.27659220845804,1.44115770684428,0.765598999157864,1.5929137537192,0.307566624421454,-0.816160620753485,-2.44231132108142,-0.0109256908471287,-0.931480298730843,-0.88067073001145,1.69739389482068,0.0155152433487359,-0.668147316886616,-1.03943594284897,-0.392264620281621,1.63787411690859,-2.09258377175654,-1.45588379753146,-0.0791668261764699,1.03378423761425,1.74284789606923,0.906149174876552,0.667450330177768,0.934729923663099,-1.33395998056899,0.529528815523295,-1.00425338006401,0.592971270767441,0.440053543479348,-0.229359755418792,0.0161114515783771,1.02242819977201,0.705208580620038,-2.05450510036012,1.02461750297628,0.704735648559801,0.352459403571786,-0.513998937635304,-0.389374302909327,0.864285924476959,0.713244597380488,0.0207280482276576,0.076412119390066,0.493917890625226,0.284709664441209,0.199596521950764,1.45812793037782,-1.4736378165035,-0.0779890861986427,0.980737227596401,0.224752110222098,0.874979458948231,0.902639747678375,-0.0572688133037461,-1.52371718080682,-0.513993033438301,1.78780373264705,-1.31097374013788,0.482022554854704,-0.331344898682964,0.207108113548717,-1.44693946009223,-0.534732478377551,-1.24435348731936,-1.37676249726576,-0.319071810425845,0.309165005804204,0.742909350273473,1.25089242241426,0.680559981116929,1.17339597038002,1.4666102750286,-0.142338124366728,0.945538522206048,0.749666746542029,-1.46725914019393,-0.721765336254459,-0.584936206541933,-0.381949950270098,0.0494061896842119,1.71659404435902,-1.18398440968793,0.197552970200069,-0.0312427301146354,-0.571318932168667,-2.67608352977341,-1.70297288755777,-1.45976644384712,-0.545632700036767,0.113876150849475,-1.13384773725395,-0.489125104265667,-1.62471848536451,2.5118012739391,0.244801947670839,-0.682883644958604,-2.02325100791832,-1.55906060628468,-0.691953681741411,0.436603624808081 +-1.00720765601256,-0.573265414236886,-1.01584746530465,0.955136676908982,0.0450105981218803,-1.10689447222516,-0.436106923160574,0.580318685451573,-1.22499115544077,1.21468914346638,-0.419286891272189,1.06388115448751,-0.442317718666929,0.445807957415336,0.796422813520926,1.65235784319754,-1.20733418120328,-1.90187083769886,1.48190570829728,0.848767635305161,-0.799126981726699,-1.86940059565442,0.401142830956497,-0.949624291823464,1.83059590944005,0.141560719859246,1.3932611409182,0.809796443106891,1.27484242433872,-1.52196112080371,1.63018563465818,0.614708924713478,0.551192062432164,0.287844943555178,-0.684249440807115,-0.212386239158211,-0.938885792890617,0.58958827741381,-1.12276336437519,0.263419746462831,-0.0219045936131343,-1.50490055531226,-0.412831728375516,2.20649411315505,-1.41179740572769,-0.911977235847003,-0.324820672278131,0.174577363641422,0.107621495179303,0.50585422334413,-0.692139883881756,0.0114620334703514,0.48513740717639,-0.223534888010676,-0.0879466294176293,1.15623245993889,-0.138084735519517,0.242243985464574,0.00606017241698073,-0.403803698452882,0.500743059963784,-0.564634498218866,2.20036152781667,-1.72799290204714,1.43310980523295,0.0227351108443463,0.376015288490909,1.7713548919553,0.82827460096904,-0.613230815779894,-0.0217325620978737,0.604252315496935,-0.450830664976686,-1.14840272478238,0.209885650530867,0.378129761308321,0.35798628876873,-0.870939866834626,-0.295978855998698,0.797680973835598,-0.837572478823544,-0.610449691206179,-2.14826480561388,-0.411937592982952,-2.39878240665529,-1.76854782973635,0.813369580610122,0.180804125543735,-0.754761108206091,0.448893338882351,2.91226683597753,-0.398757085582319,1.32272643462996,0.84078134593945,-1.3790189302553,-1.11520439145013,1.27338880436222,1.19949867997587,-1.56130436535233,0.406160775416463,0.499366563718213 +-0.49336221185089,-1.22461261489836,0.411974712317515,-0.0505657014422701,-0.715128400667883,0.34765364882196,0.904705031282809,0.655051998486745,-2.59611138844997,-2.08834036550883,-1.4827516780218,-0.766616636225272,-1.63800773288119,-0.405825246363776,0.0999033761579581,-1.24369760877461,-2.62615508460277,1.22225027632159,1.0761196360479,-2.51103348713237,1.00423302095334,0.0311844918990805,0.0756974415287978,0.0155086723690204,-0.980732659819636,-1.29141105604798,1.12662780770316,1.45965683471903,1.00698981067853,0.109621659006559,-2.16467144096662,-1.13518421578449,1.44087331345589,0.257633142939952,-1.2632377482435,0.211036284752331,0.875266133569224,1.57400710197297,-0.447139022225265,-0.20252164798064,-0.26473087656648,-0.986963822283592,0.412128491301367,-0.284633198761558,0.108735032745436,-0.521210622490112,-0.780144465302831,-0.552878228097014,0.137484512996541,1.36123742384793,-0.00349422794682102,1.13658529261405,-0.340962022114287,-0.390141923772595,0.0715179562071411,-1.19712465358363,-0.66335484301021,0.429439499410649,1.1135666081592,-0.0330582358668417,-0.173476624504503,-0.563167642721162,2.32740544737097,1.06214543593778,1.1991561173339,0.813863204150726,0.544951674679122,-0.787699732239002,0.397360391629962,-0.0258950909284736,0.588237170603876,0.837057965466845,-0.883096760967891,-1.28326950068148,1.41589968497754,0.3956318201401,1.52597209154593,-0.107920969295507,-0.0568146041300389,0.218643072263237,-1.32637122022688,0.210545063090238,-0.599969734730184,1.13699921172426,1.63745876204527,1.41941166986393,-0.490311084328603,-0.782768061893155,-0.884015326082865,0.742233542380817,0.0344046096661728,0.302786518932547,-0.787069572905756,-0.6634097799144,-0.536669117009431,1.17477657496112,0.430493574206374,-0.958123967301761,1.22161224962571,-1.15349537312125,0.89397983011193 +-2.72981501863364,-0.473400636439312,-0.38107605110892,-0.305815419766971,0.865223099717138,-0.873264535062044,-0.763086264548317,-0.304508837259419,1.16912259199149,-0.526152469412621,-0.697318199400121,0.38200755917038,-0.641401156182851,0.635283144521572,0.736959753190812,-0.911925870779559,0.0174632661510191,-0.851220441380158,-0.757488401365975,0.738477114377377,-0.311973356192691,-1.20911412955621,1.05948916812251,0.232532403876864,-0.67074502026203,-1.33248719429825,-0.0113593445829337,-2.19122580131585,-2.36182966438966,0.189044548616711,-1.07777603746419,-0.476051237647421,-0.0742190150722613,1.99498624372389,1.15627784430579,0.446075601086465,-0.744367045365983,-0.627745333209963,-2.11185369823736,1.05768891304478,-0.913313030042956,-0.0217783561188168,-1.33826080996467,1.18752173294263,0.407227825741265,-0.612784512603512,0.981727109822786,0.585678309974929,-0.673787163852309,-0.241619636101935,0.171580263504849,1.55099804227351,-0.589803893382451,-1.13289366964201,0.164402698819652,-1.71633612495182,0.570180375282274,0.591102478171717,1.33277442736216,-2.60523076351852,0.257239540889863,-0.286674009169701,-0.463827663542549,0.556121340855521,1.72302320973154,0.527853188825231,0.433901568569307,0.888972738845194,0.195525279188605,0.323966616778048,-1.20999319353251,-0.489812345560686,1.12933525441897,0.251677179696121,0.609506402558099,1.08278833438156,2.54239167197661,1.66978317880808,-0.860512630777175,1.70016911803773,-1.78634379143067,1.06612839338438,0.653308297305925,1.1278200665723,-0.165343396473697,-1.47808847029884,-0.882038445011719,0.38531549121288,0.377298290612475,-1.63875262842157,2.55225348904117,0.210389043829741,-1.85479167515252,0.531000681503619,-0.833973838630417,-0.426981398954043,2.1810904925108,-2.11275523485805,-0.444704753893242,0.35948466008964,0.257387061131511 From 18141713620355451e04f07686535f23a91ec632 Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Mon, 10 Oct 2022 02:01:20 -0500 Subject: [PATCH 12/28] Create 7_.csv --- data/7_.csv | 101 ++++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 101 insertions(+) create mode 100644 data/7_.csv diff --git a/data/7_.csv b/data/7_.csv new file mode 100644 index 0000000..6c0e425 --- /dev/null +++ b/data/7_.csv @@ -0,0 +1,101 @@ +"Y","V2","V3","V4","V5","V6","V7","V8","V9","V10","V11","V12","V13","V14","V15","V16","V17","V18","V19","V20","V21","V22","V23","V24","V25","V26","V27","V28","V29","V30","V31","V32","V33","V34","V35","V36","V37","V38","V39","V40","V41" +-8.69764716236606,-0.626453810742332,-0.620366677224124,0.409401839650934,0.893673702425513,1.0744409582779,0.0773031227369236,-0.341066979637804,-0.707568232617297,-1.08690881697743,-1.54140256690726,1.13496508865819,0.241895903606986,-1.55703574445065,0.341248399134537,1.54688133441627,0.850043471893941,0.344194027368263,1.62120288295757,0.714085544432429,-0.570994285312183,-0.88614958536232,-1.34105094793775,0.916938037311124,-0.31168916045945,-0.374328923033932,-1.8054835556734,0.940336801971125,-0.405339182535091,-2.10406016701808,0.781041199021309,0.739114919951308,0.315704738438078,-0.113154404160432,-0.445604337044049,-1.04818566127778,0.520599678232113,1.72907281236682,0.868164976951994,-0.728098632558749,0.261897335019092 +-7.92850076125661,0.183643324222082,0.0421158731442352,1.68887328620405,-1.0472981490613,1.89565477419858,-0.296868642156621,1.50242453423459,1.97157201447823,-1.82608301264641,0.194321069901269,1.11193184503695,-1.13275941105242,1.92316365296288,1.31616716303968,0.178920971863378,-0.925312995099251,0.0127198373321256,-0.329102801964517,0.581384629232897,0.286539016362005,-1.9222548962705,-0.0457072264322655,0.809273076943848,0.205749057657957,0.995353828138999,-0.678040681614833,0.787855190484349,1.94067151189577,-0.0844394715433643,-0.0465093112055673,0.386608728066216,0.163891391957584,0.856479837145619,-0.676393950958979,-0.425548811589155,0.377561918114446,-0.814992277673091,-1.4843701024496,-0.246700356153367,0.107699062836372 +4.49107079638718,-0.835628612410047,-0.910921648552446,1.58658843344197,1.97133738622415,-0.602997303605094,-1.18324224043267,0.5283077123164,-0.0899986806477491,0.995281807292567,0.264422549440984,-0.870777633605343,1.48990741365323,-1.85682962839986,-0.959776483661365,-0.282546591643236,0.893581214441206,-0.873450133188962,-2.32640952744011,-0.146723902426033,1.14761985588741,1.61970074406333,2.18799111569512,-0.711622278677474,-0.653986924827893,0.102143508821335,-0.473358051207888,0.086941938083387,0.484965261176799,0.756329418893765,0.0957659305814221,1.29639717227091,0.957658356407617,-0.185584100006361,0.411605591404383,-0.234873128142992,-0.623658808865915,-1.6902329841028,-0.400899287124506,-0.613615678060157,0.83092160102577 +9.22105960527089,1.59528080213779,0.158028772404075,-0.330907800682766,-0.383632106288362,-0.390867820723137,0.0112926884238996,0.542191355464308,-0.0140172519319242,-0.0118617814307389,-1.11873516870975,0.210731585072843,-0.248247104968965,-2.10611843559503,-1.20557521138083,-0.76729877857509,-0.941009737811872,0.342800284341219,2.1929979995365,1.50698177745129,0.139558702073078,0.519269904664384,1.42209579552564,-2.68958517903653,-1.15325770732252,1.48294372773341,1.0274170786444,0.0328009706043174,-0.202097263385456,-1.58071605182192,-1.33525786575587,-0.803558357507768,-0.131096323056634,1.42805184990289,-0.586851419692244,1.19028908800751,-0.572610525202765,1.4909444628374,-0.639347683628521,0.103947848541539,0.86127447440696 +-0.661596269013449,0.329507771815361,-0.654584643918818,-2.28523553529247,1.65414530227499,-0.416222031530192,0.991601036059367,-0.136673355717877,-1.12345693711015,-0.599628394751609,0.650952956147074,0.0693956473744585,0.183583707943453,0.697648526944346,1.56757305821464,-0.576404240243122,0.538952094101553,-0.177387754282478,-1.08247997639693,-0.279532643245176,0.0889266087987601,-0.055849931834021,0.183247021476489,-0.567047025402639,0.527490918982484,0.560048682854967,-0.597387568754006,1.55285735482629,-1.16962858408659,0.707245954901412,0.548785906763871,-1.60262566858643,-0.0467621436638845,2.08176744409335,-1.27436761285349,0.540713722714863,0.312501153196823,0.703633074954809,0.216391047256349,-0.800578552066803,0.330309251687885 +-0.0297752163348277,-0.820468384118015,1.76728726937265,2.49766158983416,1.51221269395063,-0.375657422820391,1.59396745390374,-1.13673385330273,-1.34413012337621,-0.177947986602105,-1.032900238582,-1.66264885284192,0.404871009439746,0.907444407728329,0.225285799791068,-0.914855840000763,-0.181974398105336,0.921433254590606,-0.506360967360063,2.02773873329871,-2.63015931699317,0.696417610118512,-0.652932838380961,1.29919883255821,1.39391910941029,0.142450958926083,1.15984937728077,-2.40487804171393,-0.36984609500006,-1.04598767279121,-1.90524352442387,0.933250970552304,1.08256389412699,-0.567490105106194,-0.896895577360802,-0.0892645085836935,-0.707427833089473,-0.962693580057455,-1.2611376296688,1.32370390419044,1.08996243416515 +1.29165369269957,0.487429052428485,0.716707476017206,0.667066166765493,0.082965733585914,-0.366630945702358,-1.37271127092917,-1.49662715435579,-1.52315577106209,-0.425981341802302,0.659201499417982,0.81083998017723,-0.994124469309423,-0.195988198884024,-0.92241065744061,0.369910961287378,0.891767594965122,0.300944402209543,0.0959189568330369,-1.19574019582924,-1.21722083212186,0.0535156788292137,2.04255931610422,-0.190291544554818,0.18163055610461,1.82967173315288,-1.33322688049967,0.167329284881351,0.7597938360206,0.259141334355496,0.204274368167585,1.80608925390866,0.0560942565249199,-1.08775642392872,0.502660142336353,-0.712169251646416,0.52120348534775,-1.19753699209426,1.98796868828322,0.0311640787660535,0.598788527130083 +-1.24945240935879,0.738324705129217,0.910174229495227,0.5413273359637,0.5672209148515,-0.295677452700886,-0.249610933042319,-0.223385643556595,-0.421968210382174,0.996658776455071,0.237829399627714,-1.91234579604708,-1.08542932956727,-0.2068204879556,-1.07377241040219,-1.46768436330169,1.32920820523491,0.693386752709799,-0.120165257941563,1.31231789167378,0.749152578850181,-1.31028349719307,-0.234491194840375,-0.638048333690776,-0.0693015234885069,0.51839780051344,-0.925755661705498,-0.403126681401769,0.197789090006425,-0.00168481801484885,0.408038985917213,-0.0565036325646403,-1.28160861483983,1.32101019376084,1.90002976380246,0.504211151987834,0.448187980908179,-0.00087742278126087,0.982304768120544,-0.82361367332353,0.497042617000752 +-5.89598098533159,0.575781351653492,0.384185357826345,-0.0133995231459087,-1.02454847953446,1.44182041019987,1.15942452685555,2.00171922777288,1.36092446408098,0.727660708501531,0.71527594710452,-1.24675342879504,-0.0485425545297223,0.725043170475101,-0.552358285562395,-1.74536197840808,-0.103466125206476,0.325471906278775,-1.51866762967456,-0.524007512771118,-1.41593292411236,-2.12306605809801,-0.891424766586292,-2.03538388162579,-0.294465386532543,0.691874261922361,-1.07449512530901,-1.74584369594497,-0.454736260732719,-1.1755530761172,1.42675103863215,1.88591131889724,-0.894781474745017,0.718161850872941,1.55883385955605,-0.106643065219636,-0.50532260598478,0.70100820351679,-0.306820287945659,-0.866751731322283,-0.458069801278381 +-1.19903697113924,-0.305388387156356,1.68217608051942,0.510108422952926,0.323006503022436,-0.697538291913041,-1.1142223478436,0.221703816213622,1.75379484533487,-1.72663059586351,-0.93848303919385,0.998154445057314,0.576085600512206,1.3987189554318,0.590461401136985,-0.66738180392146,0.615064610722324,0.408051022728875,-1.51058506284295,0.354249509141301,-0.112382661837672,-0.208078589007654,-1.35747030552191,-0.604372355447083,1.41403033530268,0.0280100358299621,-1.45111649529909,-0.693843121435514,-0.920596783051049,1.7446287628424,0.92527077217127,1.57838342842404,0.773424650206942,0.71950439392656,-1.10554389683333,-2.58369319584055,-0.206612153485113,-0.247341223656038,-1.31316352225554,-1.25258157877411,0.917465292392433 +4.7393998100629,1.51178116845085,-0.635736453948977,-0.164375831769667,1.04361245835618,-0.38816750592136,-2.52850068885039,0.164372909246388,1.56836473435279,0.35339849564175,0.0953540096781045,-0.540872744514261,0.0738305318446132,-1.59055514942723,-0.527275410724916,1.08427900648207,-1.7997723953362,0.759842255891014,1.3956049282303,-0.0716744876824941,0.304032006042898,-0.312786579520356,-0.584027988054509,-0.808161889076339,1.09999772979784,-0.165045150669891,-0.588732163860088,-0.139666180672888,-0.107707243347335,0.718274506554942,1.02432421695447,0.502284624314142,0.767374221526486,-0.965098230744749,0.177198675638348,0.95219954630777,0.0296140196264106,-0.00627671028705999,-0.907211164521709,-1.0501979652639,-0.410338311347776 +-4.72630945453907,0.389843236411431,-0.461644730360566,0.420694643254513,0.0990784868971982,0.652536452171517,-0.935902558513312,0.33262360885001,1.29675556994775,0.726813665899557,-0.462819419956343,-0.216375790780247,0.705945571302218,1.30449707663973,1.34184616376387,0.122831641432163,-0.262705141643009,-2.28715352045041,-0.708421944079962,-0.133144306285028,-0.354012804948049,-1.05823570968124,1.66809511696324,-0.606779178488506,1.40441124180377,-0.721035051201547,-0.115384286877128,-0.458237969382293,-1.20366246848664,2.86214274756396,-1.79814212000501,0.429914212555579,0.700973996863718,0.166458779385684,2.03191333156703,0.474662612184572,2.05234415242859,0.144663709532657,-0.0926869504167684,0.826524800809867,-0.826102840033129 +-1.03966460413443,-0.621240580541804,1.43228223854166,-0.400246743977644,-0.45413690915436,1.12477244653513,-0.967239457935565,-0.385207999091431,-0.237596251443612,0.668260975976705,-1.46888215609457,-1.62193729284198,0.334980103391354,0.196011733697651,0.243844628486594,-0.494249394753101,-1.21014187687842,0.517838261588457,0.827938353109991,-0.0880773843693027,-0.851242489529453,0.417223595566457,1.08574335585037,0.0869088205053803,0.623132278005593,-1.28183022270816,-0.720370868825172,0.983996778132203,2.67487085888599,0.717986146751108,1.6023218783602,-1.26564552888479,0.538885494187403,1.06034336593422,1.40906126047474,-0.442791771819826,-0.768557600478008,0.532446118204135,-2.50332774743482,-0.843670255924305,0.0458334373317726 +-12.4881714522042,-2.2146998871775,-0.650696353310367,-1.37020787754746,-0.65578185245044,-0.772110803023928,0.0474885923277959,-1.39875402655789,-1.22415013568071,-2.42431730928421,0.152686505521528,-1.45096396539936,0.545387805924617,-0.339343445485698,0.195880789394313,0.669588183914499,0.204477252550871,-1.34723625828609,1.70775583721357,0.917788931310637,-1.46117307516936,-0.315451534215849,0.557528328618703,-0.234297029397194,0.273942896727816,-0.222848820825283,0.0033002573416574,0.687225473437696,1.57246508678391,-0.329271870686812,-0.435433354565911,2.23623233054553,1.13132999241054,-0.366224063984558,0.949793139305257,0.156760102551498,-0.565258779463758,-1.17603585159241,-0.582792511590403,-2.16668094347871,0.0249622809655955 +9.61769190965554,1.12493091814311,-0.207380743601965,0.987838267454879,-0.0359224226225114,-0.508086216138287,-0.403736793498034,2.67574079585182,-0.327812680140072,-0.235357425015276,1.77376261131718,0.35090973068782,-1.40290590594127,1.26514414014377,-0.015519728626234,-0.351478853334928,-0.0139941045119107,0.363159858868327,-0.779166556871574,0.031439264369752,0.264251846213868,0.82554913408199,-1.63683281866016,1.26252689567853,0.49964579288254,0.0273187797098661,0.987361340420297,-1.11060437331526,0.67841919507748,-0.130479534484138,2.64712003801142,0.331968377856512,-0.438376209287732,0.339774120334188,0.209709303183808,-0.748730192668277,1.66666340779812,2.48365406783546,1.12082698678478,0.774014993072303,-0.895038720605476 +6.14689350486492,-0.0449336090152309,-0.392807929441984,1.51974502549955,1.0691614606768,0.523620590498017,0.231496128244633,-0.423686088681983,-2.41245027627225,1.97963332091796,-0.648070933515048,-0.174546928731224,0.677053890943881,0.939773685073443,-0.297577328151777,-0.11498040088108,-0.235200839818886,1.31475256465827,-0.706899068671983,1.35893058212786,-1.90735794401727,1.29127203757818,-0.271538029632115,-1.56379809166681,0.263341483514055,1.82762783344905,0.953509388776604,0.541586767943068,0.116412602428405,-0.547328149032133,-0.673749331588665,-0.139282385567736,1.40231750964108,-2.31638786086451,1.22315678618753,2.02929463268147,-1.54040100708771,-1.33166906271364,1.1651172181161,0.598681328050187,-0.648991738684801 +-3.77943806226016,-0.0161902630989461,-0.319992868548507,-0.308740569225614,-0.483974930301277,1.01775422653797,-0.422372407926746,-0.298601511933064,-0.31379287344339,0.796794538639531,-0.199817475668204,-0.591428470216157,-0.789800446142907,1.27795248593622,-0.167679147061436,0.0729869418013214,-0.188318654237954,-0.448305910907794,-1.99290251051536,0.113494845099203,-0.925231266230656,-0.625104977916382,1.0917985539091,-1.49347152278348,-1.2001182774584,1.17841191437309,-1.70870131233114,0.780177978442764,-0.46631312529537,-1.28176030084847,-1.17881346835309,-0.734593825625815,-1.33850458003796,1.18834791279017,1.08705296268649,0.114334540838667,1.14504612633599,-1.36076832950042,-0.222584799465931,1.19722467606599,-0.554713238195959 +2.01105371696237,0.943836210685299,-0.279113302976559,-1.25328975560769,-0.121010111327444,-0.251164588087978,0.374118394695298,-1.79234172685298,1.65987870464572,-1.70927618064586,0.689243732977183,-1.33402726089608,-0.465728889434096,-0.291160143634804,1.15647857993652,1.08877461255298,0.951283068840505,-0.80816446825925,1.89987653291093,0.174306546340086,-0.11157129294476,-0.87514675454924,-0.313753260213032,-1.09713482195183,2.15178194201986,-0.356311144925066,0.293398785092327,-1.19218892637239,1.84623329220598,-2.17051157974568,0.71355060508576,-2.77759276392393,0.764025361881707,-1.39033602649513,-0.193491155814907,1.3881842812214,-1.56194956414967,-0.235092456332526,0.271809486187721,-0.368173869420077,-1.05154685106784 +4.24618895469982,0.821221195098089,0.494188331267827,0.642241305677824,-1.29414000382084,-1.42999344738861,-0.366005774997015,-0.248008225068098,0.130953100607517,-1.66366871188344,0.0361455098365949,-1.09729850119228,-0.104852065234789,0.776172449681573,-1.33876400921731,1.29256873846574,-0.154014785973495,-0.0862684990395799,-0.756206935872664,-0.053480404684855,-0.965234425432678,0.14335694280806,-0.682023897202607,-0.0291067478840087,-1.145469601333,0.933794629899443,-1.14900188882747,-0.247267138108873,-1.29139503119317,0.000563215578913007,-0.0121010645702177,-0.322853958783463,-0.395506774196244,-1.58618502330435,-0.795500112368818,1.35648408922355,0.471221587835894,-0.0895549823928592,-0.910261998255786,0.702319798990721,-0.103330413021971 +10.3973111154639,0.593901321217509,-0.177330482269606,-0.0447091368939791,0.494312836014856,1.70912103210088,1.19010144652106,-0.247303918374605,1.09588868268958,0.49110955231555,1.94353631225286,2.03610360936432,-1.64785108730534,0.295725633211195,1.08676877525818,1.28251129409906,1.85424450475186,1.58542427252084,-0.377955779724224,-0.424758034043152,-0.162898923853373,1.42518963325776,0.0520806864869834,2.17368491956429,0.952305694430701,-1.08533921211607,-0.175293900190847,1.65407193138734,0.960735559683086,1.54400160892158,1.25986965199291,-1.03558647376593,0.70667396599867,1.30293382419895,-0.289757356258683,-0.712381675658692,0.0357610372343732,0.200828737729833,-0.741121060037364,0.0753470583633293,-1.43444270083291 +-4.46868259990559,0.918977371608218,-0.505957462114257,-1.73321840682484,1.30790152011415,1.43506957231162,-0.737327525257229,-0.255510378526346,0.489340956943913,-0.174055485572285,0.737213733789873,-0.326489593374826,-0.0995369519713592,-0.517199554781421,-0.350684196699262,0.979056118294658,-1.90416735438949,0.101057448186687,-1.36395480148574,0.207911552099919,0.860184054944303,-1.7347494260304,-0.709296467839587,1.36978704873579,-1.23592403203755,0.11980643627905,0.035154801957687,0.50303989515941,0.23254089109578,0.388594092073413,-0.476976798602349,0.0547526501967002,-0.116138529198411,0.736818182032297,-1.43605034570269,-0.690128993283825,-0.351850232327599,-0.265365341873434,-0.426786424237152,-2.26265058199372,-1.38061851977366 +-1.08228800024883,0.782136300731067,1.34303882517041,0.00213185968026965,1.49704100940278,-0.71037114584988,0.290666645439266,-1.78693810009257,-0.778910295448653,0.961290563877483,2.32133393302204,0.77400521202148,-0.439857636843203,1.75723302433968,0.7347232445509,0.329469783429092,0.359299701900462,0.148762211652968,0.74195815930761,0.99292291778912,0.0180987749773109,-0.837404647022428,-0.354708314346325,-0.378380661488477,-0.893846356054158,0.471760499747085,-0.666786427974122,0.910053367012874,0.862549935300524,-0.314827946205171,-0.942721046710143,1.54368491874942,-0.481397891384663,-0.571109489158664,0.877356249000453,0.274245474317981,-0.943754999834765,-0.110013783091227,0.750682537340365,1.05470523935575,-1.49939252899851 +-3.85681205289746,0.0745649833651906,-0.214579408546869,-0.630300333928146,0.814702730897356,-0.0650675736555838,-0.884849568284455,1.78466281602476,1.74355935292935,0.293826661677307,0.34890934629397,0.78500640067928,-0.718511451938464,0.161726818855121,-0.058414483783753,1.8796357177335,2.1145349462097,-0.546434668144039,1.61097599601383,0.813857888451312,0.13726245583651,-0.715752615389938,2.39503334179611,-0.778744876326706,-0.7089109834713,-1.6973883619641,-0.815686817070391,1.75621965936631,1.41142798959315,0.790833341491719,0.760675548441982,0.964446254365306,0.0488398955331024,-0.420380806075636,-0.1052148043996,-0.380786630404856,0.367376615854782,-0.213782822034777,0.6493286576328,-0.897325311528992,0.0220188600665074 +-9.8988563864596,-1.98935169586337,-0.179556530043387,-0.340968579860405,-1.86978879020261,-1.75946873536593,0.208006478870832,1.76358634774588,-0.0783872853310662,0.0809993635091707,-1.13391666127592,0.763246080345894,-0.554597596334913,-0.0546843758381312,-1.34581290425275,2.04289903105136,-1.13574898684316,-0.527675587264115,0.227387446895332,0.996005583833509,1.59888607124798,0.374820958042662,0.551009936822662,1.26408532917631,-1.19765706762331,1.19270578079419,0.121877368482829,0.127037057543004,-0.0130148481904327,0.18858559056274,-0.249951423513271,-1.83230284878881,0.311303005724369,0.895919378928683,-2.33468384360572,1.11582877486858,-1.86547171250828,0.755948255241542,-0.448295562458784,2.39885487143668,0.0999637218155769 +14.9159371554046,0.61982574789471,-0.100190741213562,-1.15657236263585,0.48202950412376,0.569722971819101,-0.0477301724785263,0.689600221934096,-0.975553792522548,0.183661842799281,0.421335267904323,0.294808759565037,1.24548917675143,0.528971600668833,0.346905269277825,1.32857637262015,-0.796255985784339,-0.139871559492049,-0.400515673917362,1.73274427091968,-0.11130084868045,2.38332796196972,1.24878589516192,0.308013117041762,-0.0700903423260169,-0.687800122532551,0.0653540551699574,0.265966968936156,0.202264013941686,0.584341932602842,1.07886319082688,0.132961342686625,-0.00442018777892362,1.09070441965676,-1.09706520039174,0.172350187000914,0.11055393642606,-0.155226372071595,1.05941538299433,1.26319966951482,-0.115120629722453 +-2.47080503966197,-0.0561287395290008,0.712666307051405,1.80314190791747,0.456135603301202,1.61234679820178,-1.68452064613859,-1.10074064442392,0.0706598247385691,0.16625503539133,-0.924556256814186,-1.25235592417266,-1.2589213509611,0.389734521255614,-0.638404646984218,-0.219668643736572,-0.397569450150752,-1.58941141444985,-1.66958039964306,0.357042034431723,0.285455873566112,-0.46391296156182,0.0494701524457691,-0.418501689523395,-0.849229429807808,-1.81045647167141,-1.72635251638306,1.08003827895066,-2.78601472975644,0.514992388265937,0.642844233181312,-1.03340203846113,-0.195495343860805,-0.052028492656639,0.386193434256944,0.512564515459828,-0.486629941792978,-0.253006698924227,-2.69530466049794,1.29058501543878,-0.401538807587946 +-2.49601064121463,-0.155795506705329,-0.0735644041263263,-0.331132036391221,-0.353400285829911,-1.63728064710472,-0.144226556618951,0.714509356897811,-1.5185995288232,-1.26959906621425,-1.00706236611934,-1.00950375276966,-0.215384481428024,-0.705771414843546,1.12439235451868,-1.0400474315513,0.0917240415455821,1.23410416568767,1.4907010973021,0.15572633458215,-1.98390989606672,-0.426500402118622,-0.455548815270433,-0.0376429295763268,0.156863358630424,-1.24269855088918,-0.935586630459664,0.00936885081226534,-0.158000365979318,-0.17023434635851,-0.227594653880278,-1.72828721339192,-0.890046675251001,-0.670079845603982,1.02091914912631,-1.76720344019799,1.19753212524764,-1.65130354378339,-0.327159191352153,1.9884855777354,2.34462340773858 +-14.5577254340272,-1.47075238389927,-0.0376341714670479,-1.60551341225308,0.170489470947982,-0.779568513201747,1.18021366550265,-0.246470316934021,0.863779032791318,2.34949332061946,-0.189474330103611,0.751391194545935,-2.47196171011946,-0.0531784750924348,-0.827733030814888,0.19294978270913,-0.238694074135277,-0.335454848332105,0.691487433198398,1.55278865626246,0.0307402181073715,-1.7030952143982,0.657889402027386,1.18729856637511,2.01741510883182,-1.97075520655516,1.29865429816607,0.384220243825296,0.831637995092736,1.04120211544243,0.175949524373234,-1.15987103180553,1.19778611942054,-0.399551243973612,0.375168197707092,-0.670223431272913,1.51283242847154,-1.7595266794624,1.31966901873928,0.20920690626195,-0.97721684159472 +-9.25394530669703,-0.47815005510862,-0.681660478755657,0.197193438739481,-0.864035954126904,-0.641176933750564,0.681399923199504,-0.319786165927205,0.501568385364368,-1.41200540742533,0.9339167001786,-1.30835351258276,-0.674169320106069,2.60644448878565,-1.78778013751545,-0.555236251879244,-0.461962363699386,-2.00100250680987,-0.0409774766647957,-0.0640696178455259,-0.760004886262192,-1.04149735602985,-1.48546741238514,-0.105657693844905,0.737592620068243,-0.412036665404596,-0.589983651787971,-0.532972848261885,2.18853151354752,0.321152384880494,0.36861980927607,-1.39344360096616,0.0465750117656711,0.433890095946288,-1.14089496717134,0.276952947504673,-0.726766737097221,-0.392785997404055,1.55851138518142,-0.444696566571594,0.897231770683923 +5.37786372075359,0.417941560199702,-0.324270272246319,0.263175646405474,0.679230774015656,-0.681131393571156,0.143247630887551,1.3626442929547,-0.354781329646987,-0.0169614927822389,0.343909999577983,0.527540097063652,-0.501297185429917,-0.0725931047832675,-0.854010002564265,0.274990889851362,1.9263406073496,-0.0174584027383683,1.20434485267842,-1.00821875816368,-1.22401321751577,0.768734962012234,1.46918454895137,0.202441652299197,-1.69158922396172,0.825804061208806,0.555292978526416,-0.822547689463243,-1.1460935637241,-1.55759253982208,-1.16894944176609,-1.00193144531418,0.261717906050118,-0.187513913379056,-0.75169845910729,0.4319677760602,-0.247861366334999,-0.936514737913993,0.860637444235263,-1.65847751361708,-0.0917422928021603 +1.42699841377707,1.35867955152904,0.0601604404345152,-0.985826700409291,-0.327101014653104,-2.03328559561795,-1.19231644371292,-1.22788258998268,-0.48842888759119,-0.544319352621665,0.814020276463554,-0.53353957357734,1.54232578795203,-0.296271891430325,-0.572022722356352,-0.55051340508595,0.122054814822625,-0.240966895843615,1.29851496357034,-0.892895523657041,1.00236665253138,-0.74532037743636,-0.221761166104173,0.780408474277473,0.477716591999452,-0.561558774366251,-0.194943476102316,-0.046654962586115,0.231250102668602,0.626407794577016,-0.579432534850025,1.34839194301861,1.33969527376543,-0.993704953689841,3.06452389269812,-0.960891554937323,0.134429189269096,-1.76524039239768,0.142136862048121,0.582330196939139,-0.316511372843731 +-2.65736550783174,-0.102787727342996,-0.588894486259664,-2.88892067167955,-1.56908218514395,0.500963559247907,1.16922865278909,-0.511219232750473,0.936293947292698,1.80011233335541,0.915341002280603,-0.398376014093638,-0.962018065236758,0.734330336061997,-0.825930678709155,0.921259893093488,1.09205057650629,-1.79198939892252,-0.462217020759918,-0.654514621220146,-0.0215414228588399,-0.486471495507802,-3.02230321365538,-0.542142379532731,0.0746825133798951,-1.22681728384888,-0.688125437397462,-0.562809635705197,0.0226483574116589,1.97365008215243,0.297339761067981,-1.77583638741353,1.70150119049505,-0.922410202217711,1.4368046454751,0.0274305658483761,1.08531786542511,-1.75931144884997,0.202363274147139,-0.711207574206087,-1.40289473916771 +2.46491536612625,0.387671611559369,0.531496192632572,-0.640481702565115,-0.367450756170482,-1.53179813996574,0.0792017089453723,-0.731194999064964,-1.06240838642214,1.01144017617923,-0.171852130422256,-0.789569450494829,-0.872179536441406,0.40148074643659,-0.237584094046457,2.18945599237245,-2.97225747544741,2.04969151122701,-1.22577374782218,-1.4337828285212,0.94532133928423,-0.353039444838667,-0.869095539586013,-2.02653214649499,1.9424313403825,-0.333583964748526,0.0826986445058158,0.786890999066481,1.37912958917576,0.303483261547269,1.8524483219266,0.370374694188887,1.55129531436729,-0.0225864996708584,0.322555414381295,-0.369601754326244,1.29614591705562,0.722482194517329,-0.500252015337885,1.36899877314235,-0.154593922358847 +0.291562274620297,-0.0538050405829051,-1.51839408178679,0.570507635920485,1.36443492906985,-0.0249976392782635,-0.451773752768677,0.0197520068767907,-0.983820871704388,-0.563716555906629,-2.40223111360906,-0.230141136270548,-1.39762961790436,-0.538301076039725,-0.59532649610771,0.963994790082482,1.12848905096528,-1.11721761151088,0.963266754105759,1.41818435319827,-0.908491216197208,-0.0623005243988452,-0.413891554934754,-0.0216719936807863,0.505147383068437,0.00617451505577059,0.16814683195678,-0.647566743813496,-0.246252755014694,1.98956325580343,0.806713657497222,0.0419605863244238,-0.322306165408928,-0.0107398513546401,-0.107484885158757,0.80784243829686,1.28762995567038,0.105902985199033,-1.15069185336539,0.0612009393130314,0.641791290227367 +0.842663121277847,-1.37705955682861,0.306557860789766,-0.05972327604261,-0.334281364731164,0.592984721025293,1.64202821280077,-1.57286391470999,0.424247877020078,0.205420795375023,0.795906851730836,0.877184841651799,0.179805166816406,-1.08272281091707,-0.410742194759605,0.741818476272659,1.31200012901363,-1.35354954481764,0.693211227960882,-0.593885665293328,-2.40220222687674,1.61961510955958,1.98921826495574,1.22228260594031,-0.258461577152228,0.246559481195228,0.805546728822644,-0.780032486098414,-0.0051253453797577,0.48032604872191,0.488187457988525,-0.132750488298142,0.662142145900213,-0.50023695238265,-0.0515328369491433,0.297532737973586,-0.338703588245132,0.390137002841739,-0.608551690703679,-0.252834857426658,-1.4061189523295 +5.45461349304541,-0.41499456329968,-1.53644982353759,-0.0981787440052344,0.732750042209102,-0.19819542148464,-0.769592321599518,-0.703333269828288,-0.451313480552634,1.16546195019875,2.16911586935979,0.453733177541175,1.15409198778734,0.847801407504121,0.327991438408655,0.037356564959467,-0.48260797306504,0.451302311030919,-0.501393165926139,1.11897179804218,0.162938047526826,1.24621140625639,-0.078989767510778,-0.173681631884584,-1.2624715436231,0.447567913449668,-0.212200869049578,-0.901525194198359,-0.963002826853333,0.545158174960211,0.926501343556937,-0.0139420252131676,1.63973282019699,-0.181671675591775,0.789774089318715,0.0230556945047563,0.604296542217034,-1.64396343819755,-0.14707489115322,1.0086433548207,-0.888763510078909 +7.91630627451851,-0.394289953710349,-0.300976126836611,0.560820728620116,0.946585640197786,0.892008392473526,0.303360960757848,0.715932088907665,0.925084796723901,2.2363228395069,0.0583834994596872,-0.232464147723414,-1.19853361008649,0.118845015006807,-1.1636466116897,2.18083368623473,-0.224858996653821,1.0332274248505,3.15397141698372,2.38408156329113,0.943208930634555,2.00858995573927,-1.48382894682663,0.664013191727257,0.0467896381203125,-0.245017937545673,-0.852429401883359,1.128544364619,-0.0193734778662111,-0.23264168238354,0.458309895141006,-0.366039300431897,-1.31824640069213,0.189541446490689,-0.217905542415339,1.10191446139562,0.920767407255184,-0.65481462110254,-1.43582859213366,-0.655228835942837,0.119647434288857 +-9.25062899114399,-0.0593133967111857,-0.528279904445006,-1.18645863857947,0.00439870432637403,-0.0257150709181537,1.28173742118351,0.465214906423109,-0.198620809812313,0.302265076168852,-1.35491444952768,0.87000552469028,-0.425724401474022,0.482247222776156,0.760177665022408,-0.0795852035074668,1.66776531087937,-0.195885695113888,-2.54910689501694,-0.40328649415479,2.54460486023111,-1.85441951282407,-0.286871051313951,-0.547838197912795,1.18997076537587,-0.0764333945495275,-1.29667481478582,-0.38382680029112,-1.15866793862079,-2.05612468471865,-0.651943358441331,-0.105173946166973,-1.36494079498635,0.502988963491515,-0.54450237838447,-0.162053493690521,1.64476374303366,-0.0891427482546044,-0.243172363939305,2.63413136625274,0.925436128541132 +3.11558671795228,1.10002537198388,-0.652094780680999,1.09677704427424,-0.352322305549849,-0.647660450585665,0.602222795170429,-0.973902306404292,1.1948510169004,-1.04250660223103,-0.36755076555405,1.65600373414682,1.36630860884751,-0.291324804724124,-0.00255583605038963,1.37629502882361,0.0412185323166061,0.227310386780745,-0.00813808482908667,0.370108558443746,0.887190933493354,-0.462714382489477,-0.901023769016841,-0.917442005441945,-0.894031164622487,1.12304950909888,-2.54466094581774,-0.593280585043915,-0.157074398210195,-1.14736073872033,1.21580446481486,1.66024437713918,0.123357709062113,1.67391946012022,-0.274580325621438,0.0865447216024407,-0.886251616805477,-0.689411466799491,2.02669502369221,-0.305332901511049,-0.680326922509986 +9.21486523582749,0.763175748457544,-0.0568967778473925,-0.00534402827816569,-0.529695509133504,0.64635941503464,-0.307022264536836,0.559217730468333,0.495544705180151,-0.983542313495811,-0.934517579155246,-0.00636892891484486,-0.684297394658662,-1.65211027147727,-0.0382277709150002,1.57531667679071,1.03817484555139,-1.10219974998749,1.1387806409713,-0.575293013734413,1.06043676648591,1.04310383332729,-1.574017112396,0.437105753033052,-0.765291306202586,1.58075036031528,0.536258011619238,-0.125025897084015,-0.600721005209396,-0.18005167444172,-1.08650836185774,1.55507762193835,-0.592030363803457,2.54722815235059,0.0276239006189358,0.0169979019330747,2.17250012907334,0.142398384504201,-1.01799744846075,0.0984932015124599,-0.129415110209151 +-1.56271629830957,-0.164523596253587,-1.91435942568001,0.707310667398079,0.739589225574796,-0.433832740029588,-0.418418103422641,-2.43263974540567,-2.24515257409297,2.00571858043419,-0.0416392200716165,0.470489453107761,0.685512208376277,0.0690945982758841,-2.03623741998002,0.160376978407948,0.587642933342248,0.95527736854135,1.48234646794641,2.91922880714949,-0.615747889000869,-0.303837521371803,-0.668314931523572,-0.384968561551574,0.984525032892098,-0.827861327186223,0.0234656656005183,-0.482692273091015,-0.16400175056385,-1.10031467271034,-0.975103711959236,0.443204940808692,2.17780380590271,0.522148839429825,0.96967721750677,0.150172429503499,0.714854301548273,-0.536689121341316,-1.30985618911329,-0.689208794092033,0.125415219451187 +-0.933101347559609,-0.253361680136508,1.17658331201856,1.03410773473746,-1.06345741548281,1.7726111849785,0.355135530046085,-0.340484926702145,-1.33537136041822,-2.07057148385748,0.676112005556641,0.278218649064741,0.389503542813737,2.39057669996185,-0.301229079436562,-3.25322007290293,-0.158299577145634,0.31283044591251,0.975845008963832,-1.07891478952188,0.352854881416532,0.318080700037989,-1.85616451407826,0.842375303778161,0.916771844367021,0.491211652130323,1.04693098410088,1.67104539999695,-0.683797271041848,-1.56891365824098,0.313026312724249,-0.43866672142978,1.25312468580758,-0.892420128033872,-2.19940649400494,0.482914532808017,1.0374125711965,1.41958899878053,-0.616450867284611,0.314280659901411,-0.211041269913105 +2.23435828260831,0.696963375404737,-1.664972436212,0.223480414915304,0.2462108435364,-0.0182597111630101,0.513481114599557,0.713033194850233,1.28277520617769,3.05574236888186,0.86643614680554,-0.977902941018112,-1.3053959238053,-1.46177168630104,-0.55564610443147,-0.329930487313703,-0.292085414891579,0.10100571319913,0.14835029328322,1.17849132928048,-0.475328128308476,-0.648749008450818,2.68392291802792,0.953016305056382,-0.289544655064722,0.0185769770195301,-0.5064048609439,0.685997297370749,1.6629786051937,-0.0483432112568491,1.69153299141249,1.20986845535591,-2.67665821513735,0.728312607205519,1.94809379777504,0.882608394387359,-1.07557163068991,0.525737567405204,1.02441869444659,0.920174531716108,0.871376775844302 +-6.91198236220027,0.556663198673657,-0.463530401472386,-0.878707612866019,-0.289499366564312,0.852814993600531,0.01860740032874,-0.659037386489128,0.690795904173712,-0.2613505940873,0.235175024813313,-0.92658614214595,1.21688801110113,-0.984806292747729,0.847295415715293,0.457089825662592,-1.41989896333921,0.748115414290238,0.788908757307724,0.869602773179034,0.422056369813675,-1.86890434352981,0.278246735587241,-0.410631815753392,-0.487510708419201,1.32094818545485,0.647961974876367,-0.727653610732973,-0.571670013504858,-0.597890122244491,-0.572387524709293,-1.42292599485884,-1.66598182013881,-1.15892302722338,0.179853218723136,0.315924828918759,-0.474255269772743,-0.360002448360396,-0.83274933439023,-1.51214695536879,1.55868046149332 +-9.07772286062965,-0.68875569454952,-1.11592010504285,1.16296455596733,-2.26488935648794,0.205162903244026,1.31844897225668,-0.0364026225664853,-0.967062667858309,-0.45439325911372,-0.933970133276432,1.9197704626212,0.79517401827231,-1.33605374450295,1.39082051104259,-1.30410375743438,-2.13831802520847,0.998960894793609,0.557581219707707,0.931166309798506,-1.1835591542214,-1.20699657864546,0.625069616682233,0.100808276763203,-0.271832628907198,0.930230736309287,0.485718791304701,0.302091046239594,-0.0354586911279018,2.4173392818266,1.05126310270962,-0.0588976635320806,0.842477360032483,1.49328375009263,0.415056763273738,0.228238374781503,-0.0698125803393669,0.42555486490149,1.44207722389048,-0.0147023504214812,0.218188257013985 +8.0834330275337,-0.70749515696212,-0.750819001193448,-2.00016494478548,-1.40885045607319,-3.00804859892048,-0.065831999838153,-1.59328630152691,-1.34579368502011,0.157560555463951,0.813252167281602,0.881277787776179,-0.4882025094258,-0.365131611733055,1.23124621524982,-1.29117343884522,-0.0225001049025996,-0.732515309013158,-0.0273943930429063,1.02468122759902,-0.383749583492094,1.89725805765655,-1.15143250208533,0.920755693184037,1.10621753975541,1.07621614442482,-1.20700151242928,0.257656207099338,-0.397062310428713,0.10958064066004,-0.181254777367646,0.203736299198387,0.385506325533689,-0.848249916365337,0.6468405034362,-0.108384387112903,-0.762523193795482,-0.411289830351588,-1.26921903752016,0.605651658414658,0.406154741424709 +0.442715943078469,0.36458196213683,2.08716654562835,-0.544790740001725,0.916019328792574,-1.36611193132898,-0.700296078317704,0.847792797247769,1.03366538931573,0.933388727865257,1.34831855513005,0.742081771926477,-0.903993454630162,1.38145424797967,-1.11333746215215,0.906379731668726,0.269770953624943,0.480895240110787,-0.877074958800242,0.612975056104969,-1.45966580569284,-0.261585559466751,1.29566730742514,1.45959521489172,0.0586232491474948,-0.300270613432989,-0.00297020085601345,1.12497562439205,0.714734727528985,0.449952010308511,0.4856470358289,0.743010635466116,2.13847170864168,0.307681941068345,-0.653999984451041,1.10506099653127,-0.572609703531316,1.07092478679444,-0.314308990290208,-1.01688084544769,-0.258207352260575 +12.1801955079929,0.768532924515416,0.0173956196932517,-0.255670709156989,-0.1912789505352,-0.424102260144812,0.537326131521341,-1.85038884866061,-0.811776459663054,0.302828275834352,2.25188277593107,0.147573404049434,-0.390418418086926,-0.153317255754176,-0.796053892663566,-2.79596149521123,-0.502969399031042,-0.989450308257357,1.2162434707284,0.608190081478319,0.0457732244649357,1.78798171613725,0.522128473389211,-0.396842534166212,0.258656214428526,1.04474062505454,1.5868597609769,-0.310106452790176,1.26745459510342,0.490773929763703,-1.4359328198026,-0.377698933065141,0.212799136322422,1.93302241579369,-1.11994946630856,0.588719096932479,-1.12769198859714,1.04682217393927,-0.6141977822625,1.11563955585675,0.885284098931834 +5.82764625012332,-0.112346212150228,-1.28630053043433,-0.166121036765006,0.803283216133648,0.236803663745558,-2.20178232235392,-0.323650631690314,1.80172547861817,-1.95615022247248,-0.493652434465923,0.485388564992269,0.814063415145414,-0.255571634239904,-0.0895198771467189,0.233560571320303,0.630807390367713,2.22955904834575,-0.351249812274922,-0.892891710239735,0.452456113831145,0.867300515577598,-0.938626500416387,-0.483083828777405,1.63140558307217,0.709141110405417,-0.993224256190006,0.824591886022512,-0.356786331598333,0.0502195365496767,-1.06194105724982,2.37868017675574,1.84052267906985,0.702543350961017,-1.00474525673975,-0.316382724208661,0.122726540709163,-0.360574316378937,-0.564376525135597,-0.260163757178598,0.55852862944432 +6.92663824932447,0.881107726454215,-1.64060553441858,1.02046390878411,1.8874744633086,-2.34272312035896,0.391973743798411,-0.255248112503172,1.77154196037941,0.353536709469366,0.474092599152496,0.151856039545981,-0.564249280183431,-1.28862710359708,-1.05965688786145,-0.269035938649161,0.474565208416551,0.456736599588872,-0.294393117373541,0.452035606317074,0.0575658703764589,0.702580937904198,-0.107737862273648,-0.316219132316045,0.86936859651906,-1.26940746350714,0.0600225555202971,1.17489290477857,-1.02532295695037,0.654689287997935,1.89260664099439,-0.88793195704281,-1.96219906679013,0.0163097181286463,0.566768541335376,0.366356632278494,1.22878953420202,-0.246120555230647,-0.564897060994212,1.03647589608524,0.181784421595211 +10.2435032160582,0.398105880367068,0.450187101272656,0.136221893102778,1.47388118110914,0.961696633380712,0.496960952423719,0.0609212273067499,-1.45469136980239,0.450424513742423,1.19369166611409,0.0419987540872705,-1.87420531876932,0.06526641700069,-1.60431219398007,-0.658545055017142,-0.340659061576436,-0.0358154435846572,0.253137809458962,-0.374712307021741,-0.63869385314868,1.62353223954902,-0.39963150834139,1.21000394782544,1.21704441715836,-0.932085734438952,0.657414520091774,1.97628793924985,0.409716574406179,0.531782683283305,0.0244906964688613,-1.03607624964215,-1.06610203883797,0.64146852242195,0.634128069488183,-0.761089558280717,-0.587573018526151,2.6328439945096,-3.07124303553711,0.491079254833402,1.44813615447386 +-11.4685287444249,-0.612026393250771,-0.018559832714638,0.407167603423836,0.677268492312998,-0.60442573385444,-0.224874715429902,-0.823491629018878,-0.845654312575637,0.659550870534498,-0.116395471522116,0.223422311943048,-0.1429047109211,1.03532642142089,0.79135066602523,0.0633457930705781,0.0496015595221469,-0.49044270641976,0.0114979858264514,2.84018514503792,-0.23868131830546,-1.59015870924774,1.28670136272781,-0.75298064796168,1.72039730214527,1.37360719529989,-0.233107955329485,-0.0361017966856595,0.52975434323019,0.770718609148346,0.0678537246666581,2.36778642255211,0.166156528326985,1.65521896823963,-1.21003595854585,-0.387626309448484,-1.83916811346666,0.0828732141075895,-1.31446609322366,-1.32587204988391,0.373202909405496 +-1.39277878248957,0.341119691424425,-0.318068374543844,-0.0696548130129049,0.379962686566745,-0.752877279362913,-1.11714316533188,1.82973048483604,-1.25047965932418,-1.03142072760739,0.524858555768479,-1.01046508600421,0.77190400974234,2.26021579186023,0.0681565280589811,0.0544768390649905,1.2952631908601,-0.220566611180815,-1.97578396222506,0.732393453235039,-1.64290262156884,-0.609991214522565,-0.163649099670905,-0.649267243627047,-0.312777426306694,-0.461052845117779,0.745678675692384,0.0711682667395394,-0.36312746219077,0.993125665813756,-2.57241652175319,0.561154039809826,-0.488664244719444,-0.859635473323073,-0.0929224164607256,-2.35080300639401,0.497826138658401,-0.993746582650212,0.677056135772086,1.10955732912838,-0.395050887824348 +-7.40551510898267,-1.12936309608079,-0.929362147453702,-0.247664341619331,-0.192798426457334,-1.55561159254425,-0.394994603313877,-1.4299162157815,0.667288067904176,-2.37102288136148,0.214421481278423,2.40122210197122,-1.15911793016754,1.31469627531537,0.614395999728088,0.247009323436638,0.314624204958306,-1.10120936078499,-0.426326723861569,0.840518928246033,-0.222574570956619,-0.313281133735337,1.08522983690742,-0.25424445327965,-0.102184702965795,1.31569612187067,0.54107790476895,1.23354622243588,0.681749393530225,1.04351009274177,1.22029754835017,-0.445940052101709,-0.803944153567216,0.617383993082701,-1.47840907762989,-0.765299854468656,0.506481649643376,0.343609190234358,1.59911709555023,-0.359109145088684,-0.477529400114822 +1.53361610153874,1.43302370170104,-1.48746031014148,0.69555080661964,1.5778917949044,-1.45389373800106,1.54983034223631,0.254137143004585,-1.29076968763763,-0.324576307824521,-0.134449534536861,0.801961790270882,-0.237915527670336,-0.870023345687065,-1.20306775282719,0.124035547905759,0.801572503702334,0.063470471357051,0.612302560110158,-2.2196521173488,-1.77556845073388,-0.922129768086484,0.729831945274563,-1.29636955777937,0.167204471682409,0.658934712426914,-0.835159081809374,0.285783361145784,0.203410754666837,0.0578237816269766,-0.133698950688569,-0.934416511347304,-1.1833754836848,1.3358365632773,0.387880668227378,0.462167517577573,0.5236044051708,0.0499225873577813,-0.978987936648209,1.72339651005851,-0.162994019176013 +7.17876968503889,1.98039989850586,-1.07519229661568,1.1462283572158,0.596234109318454,0.0563318360544103,-0.743514479798666,-2.93977369533598,-2.03500353846891,-0.94429875090974,0.168509102875034,-0.25120795895565,-1.22219332602225,-0.503130035385095,-0.340454835360631,-0.535256699607607,0.486058896232458,0.583525933087138,1.2308141088357,-1.3274637820721,-0.0154659027849208,-0.256480607956338,-0.299175593962755,-0.424657090715449,0.456607433185569,-1.07099085724512,0.134811864446898,0.215801603761212,-1.28455303401037,-1.26324582458704,0.454623064744706,0.479501557165675,-0.539064716030077,-0.534008777512591,-0.51062547037756,2.17390247112664,0.624949908399273,-2.50731561817335,-0.430657192807828,-0.804267340824148,-0.189010424616563 +-11.4887118590151,-0.367221476466509,1.00002880371391,-2.40309621489187,-1.17357694087136,0.509369406673892,-2.33171211772957,0.00241580894347513,2.02134699449252,-0.765889998443101,0.964732769529999,1.21288937082924,0.116806212925635,0.607455555255871,-1.17124863442311,0.258482591385961,1.72556105665083,-0.513358846194759,-1.27080780802968,-0.976660698145144,1.7510468744589,-2.08285463723404,-0.0499186138728137,-0.399155728619728,-0.501574752421928,-0.538986428161364,-0.284421053650322,1.37532043319316,0.610596484512071,-2.6536263152695,0.361680394687964,0.236980549756448,-1.55706983106362,0.528372843865696,-0.802804424764546,-2.03671690321643,-2.98085477937824,0.328457976464766,-1.62209885763213,1.42730551787371,0.181362697787935 +-11.6089603725899,-1.04413462631653,-0.621266694796823,0.572739555245841,-0.155642534890318,-2.0978829597843,0.812245442209214,0.509665571261936,1.00597348761217,-0.953779266719918,0.408778914004396,-0.627258086004879,-0.132499628013521,-0.0100414162545742,-0.829414767635146,1.38770886795755,0.102432860750801,-0.812552121927585,-0.650555663503596,-0.587075872029574,0.704206505549981,-1.4171539793372,-0.862410305624267,0.0598749090244955,0.226939974073165,-1.29738814633453,0.46668491467003,0.886581086697166,-1.19628844499551,-0.449435058521964,0.391416788935288,-1.33940240798188,-0.671723487344703,-0.0736982280120939,0.276300724842247,0.158637566089039,1.88692671930828,1.11641612227678,-0.647195629340894,-1.08678927563044,0.826168751637934 +4.85213784234893,0.569719627442413,-1.38442684738449,0.374724406778655,-1.91890982026984,-1.00436197944933,-0.501310657201351,-1.08472000111396,0.817123601225002,-0.398004449854522,-0.466438215174507,1.71115850747586,-0.0336847760376347,0.275330299618763,0.229212041805047,0.667170446299684,-0.989837074939336,-1.62931990551456,-2.44316623718536,-0.568012815275937,1.48101932421716,0.610781009704744,-0.497998098950626,0.680677864359805,-0.708633122053544,0.190233485411363,-1.10642259258373,0.0175147907584673,1.32260721680306,-1.51740537616739,-0.402028028070192,-0.10742903346503,0.913575419603138,0.10945948622736,1.13685858582264,-0.756614780947088,0.459880260364276,-0.396691956402495,0.361005671269585,0.57212115124666,0.394415688175431 +-0.951396394849354,-0.135054603880824,1.86929062242358,-0.425267721556076,-0.195258846110637,0.535771722252592,-0.510886565952357,0.704832976877566,-0.663988283577244,-0.311217062923606,-2.23978297582177,-0.39437355302276,-0.62232641822747,-1.31229878337135,-0.814992918282738,1.49704945208069,-0.460441208998887,0.568905706511775,0.996548594518466,0.643640956726207,1.35288791215922,0.241520797914292,-1.39591821707638,1.56942176085768,0.353487396178715,-3.53958596119488,-0.10782194203835,-1.63385924072581,0.374295569153928,-0.318061192773509,1.88499762685374,0.577723123936115,-0.767236663704602,1.10018088111999,-1.6908281067394,-0.210631993767786,0.391427639599976,1.25696669721802,-0.787349946433107,1.4247933841767,0.738584940739914 +18.5009362851365,2.40161776050478,0.425100377372448,0.951012807576816,-2.59232766994599,-0.453037084649918,-1.21536404115501,0.330976349994212,-0.0112812312503971,0.796092713239834,-0.795063185124836,-2.32149085645191,-0.709363461552928,-0.42652986734355,-0.993445514613447,-0.274880403443707,0.237661491971588,0.333783306704956,0.00511352840900145,-0.237307107556194,-0.329957835667702,1.3039648225257,-0.424377209108075,0.811309021886984,-0.947197536472359,1.21139760121623,0.0502377393554855,-0.100371462076069,1.63734154231024,-0.24265728854129,0.135789208790574,0.45405688085794,0.920270620371808,-0.153578002098822,-0.50346760898439,0.756265078740067,-1.1872535150137,0.126520262496221,0.264414442445665,-0.406071351546959,-0.271130221378117 +-0.926328001251857,-0.0392400027331692,-0.238647100913033,-0.389237181718379,1.31400216719805,2.16536850181726,-0.022558628347222,0.976327472976372,0.619677256209794,0.986428343875779,-0.0199551173436351,1.36411919539957,0.871445414408745,-0.926404247679901,-1.30616845900918,0.583075843370735,-0.269397264170906,-0.211322559368946,0.791024763837734,-0.298578025706688,0.363498740513271,-0.334528577849582,-0.364887330459423,-1.27126792541147,-0.232353004120933,0.29088382011186,0.310879061609049,1.129640049496,-0.0955938188855854,0.292740897389112,-0.169139109436975,-1.19032283130216,0.329193985939655,-0.15625791081502,1.92173533432537,-0.999734481219379,0.444323559173217,1.08006176698795,-0.114378255227206,0.0491471875358494,-0.0615910730801333 +0.897007799606572,0.689739362450777,1.05848304870902,-0.284330661799574,-0.635543001032135,1.24574667274811,0.701239300429707,-0.843339880398736,-1.2812387419642,-0.794531662417426,-2.51442512196431,1.13222913272875,0.105138019037167,-0.928557924611241,-1.43422177150788,0.503358526281824,-0.169554069656641,-0.551097930399239,-0.563191536791144,1.18956255922974,-1.82766273311387,-0.384539895488476,-0.218080698235093,1.50467588437595,1.39155568016188,0.814770877380743,0.178887489683565,-0.511183590208103,-1.56003209827739,1.67191310731146,1.62182543432759,1.97320990296075,0.397615041513563,-0.386373125063289,0.566044707015607,-0.943744524893251,-0.753943997566823,-0.0332131158711749,-1.63080354573953,-1.03126516759309,0.849435367681747 +-2.59663132499182,0.0280021587806661,0.886422651374936,0.857409778079803,-0.429978838694188,0.595498034069596,-0.587482025589799,-0.970579904862913,-0.124261326376048,-0.308817971515212,2.21095203169735,-0.774316319358709,-0.186935267573857,-0.718900602222104,-0.862847933236671,-0.74324768197525,0.664868973266608,0.258361128941135,0.213826202698897,-2.10894120385805,0.893777744052533,-0.421168211981295,2.49935178789941,0.806987101038061,-0.344223280207649,-0.222340612523746,-1.05978105778253,-2.30805491934118,-1.3906441436859,1.69791572339407,-0.373015352170107,-1.07603748329362,-2.14786923998988,-0.846819493781224,2.61880935400792,-0.0321310690771247,0.211011423662399,0.0955011950514356,-0.987340283697582,1.03058022263579,-1.20822916234186 +-9.53195508893274,-0.743273208882405,-0.619243048231147,1.7196272991206,-0.169318332301963,0.0048844495381889,-0.60672794141879,-1.77153134864293,0.175741654501771,0.361444766025588,-1.48876222991277,-1.41037496599359,-3.21318853242083,-0.414790569518114,1.70379920381415,-0.816877585453861,-0.775550915205345,-1.375210446411,0.977082664102224,-0.0732820039954618,-0.719124934258425,-0.958355232914479,0.145173889834543,0.0645769808025886,-0.697421985158733,1.4348308432557,-0.973634523452443,0.274707476597814,1.28583085297552,0.918673665047652,-1.34646402698381,0.193951163597338,-1.91484991269277,-2.17292680199008,-1.39918077953546,-1.51450249810653,-0.136752079928056,-0.5102972723026,-1.78179560822565,0.7965517680036,1.05770204309892 +2.97860515199398,0.188792299514343,2.20610246454047,0.270054900937229,0.612218173989128,0.279360782055259,1.09664021500029,-0.322470341645949,1.69277379447271,1.39879110483802,-1.16075187561923,-1.83452758069664,-1.27561870316385,-0.00566789314053156,-0.655632596473974,1.87028368106197,-1.91926113102924,-1.4727541491027,-0.234161102635821,0.863402869273734,0.940509519826436,0.249116308442917,-1.4778034432459,1.34405371053338,0.585413441310793,0.189609124622576,-0.56133651080322,-0.622174860841636,-0.607072348513071,0.232314845586316,-2.08868073915954,1.08604038573532,0.141761619677665,-0.717906200372701,0.154037074267717,-1.61903451976417,0.0132439946545028,0.908613583937615,-1.11505000499486,-0.66721533565532,2.37434402382518 +-13.7186738074044,-1.80495862889104,-0.255027030141015,-0.42218400978764,0.6783401772227,-0.705906125267626,-0.247509677080296,-1.3388007423545,0.642132717206933,-0.0560704196424014,1.45773822495573,-0.269013537930427,0.762906317886378,0.633448919494853,-1.11316862562595,-0.827253044046263,2.01933253963338,-1.44520967284587,0.848660553954768,1.07470746145087,-1.87115759094389,-1.17887936999387,0.929243486796702,0.541897771884441,-2.99510299027943,-0.981587440172648,-1.28289865966547,-0.111508825976222,-0.979931898565523,0.422208918824174,-0.101618342438391,0.0787259308042922,1.75077590174491,1.69978276008307,-0.913435834038521,-0.388213747775796,0.680105587046662,-0.387516124560848,1.58649048041527,0.233497650716142,-0.400247424395949 +11.0583135824445,1.46555486156289,-1.42449465021281,-1.18911329485959,0.567951972471672,0.628017152957251,-0.159901713323247,0.688156028146055,1.28223303234921,-1.69887349155411,-2.18987594871999,-1.83392857727967,-0.406815143442807,-0.50918077365596,-1.40550544636836,0.950712693584276,0.435210514869015,-0.361288424621171,0.653970890565347,-0.205852630215998,1.1470027171805,0.49559328314573,-0.288020655264367,-0.154065040866368,0.101985742736796,-0.0783011742939207,1.98663776582478,-0.114104627694276,0.302427901281579,-0.0478647623686122,-0.594396000802415,1.47018336363309,0.945610257949997,-0.0691932799408589,1.19100497193514,-0.378602977118339,-0.0557253665068746,2.06105440055176,-0.775966162548199,1.86219504431796,0.991615872141664 +-0.816282659764962,0.153253338211898,-0.144399601954219,-0.33103297887901,-0.572542603926126,1.4802139600857,-0.625778250735075,0.0712806522505788,0.140546973547383,0.231852545141301,0.739062681128372,-0.814468018774975,-1.20831778388061,-0.857008619328728,-0.150643686787645,-0.266172351060701,1.05016883215485,0.79070996473063,-1.59057002627388,-0.433613832458068,-0.502991094870725,-0.177704306126236,1.40937245611348,-0.582331651747986,0.206759200930004,0.900741759575452,0.0711847303990313,-1.18533025202735,-0.256897007236222,-1.59351257929988,-0.215893075123934,2.71433114529866,-0.113763702158837,-1.27818884065016,1.33709739029276,-1.59504866424592,-0.499098018560668,-0.432644651732663,-0.656092428360995,-0.0561531118933134,0.96347780243364 +14.2005793959608,2.17261167036215,0.207538339232345,-0.939829326510021,-1.36329125627834,1.08342991008328,0.900434635600238,2.18975235927918,-1.11250268318057,-0.119090670970556,-0.344008768542759,0.163572122378624,-0.43932265687835,1.61616757681286,-0.394006912428776,-1.0990821816966,-0.312114840650401,0.714657846323989,0.309423132913911,-0.182223784408139,1.42589836833203,0.774733935719587,0.053768001220129,0.886588633178034,2.34442622834836,-1.44610478565579,-0.402094025828771,-0.175584394647378,-1.0681926536196,1.9491258382975,0.0752599984630792,1.11634968433779,1.27133461676697,-0.575407734251262,0.460433295944324,-1.10893666001903,-0.826927163546657,-0.629652745989543,-0.965048986643762,-0.977231994337985,0.0996929345932235 +8.7062560972468,0.475509528899663,2.30797839905936,-0.258932583118785,-0.388722244337901,-0.813244256664091,-0.994193629266225,-1.15770759930148,-0.339676971961898,1.77249285346043,0.455876741511694,0.855519222050403,-0.375580745942977,0.993866406838329,0.252069319747878,-1.53421754307361,0.0936176173045456,-0.565153517298012,-2.4859821898856,-0.431078672978459,-0.0193399555708498,1.24794637649306,1.60676777835353,-2.21115696793904,-0.560879083583482,-0.071477095321626,-0.195765757604126,-0.521263765961333,-2.53138815852049,1.1866645559439,2.1669253902978,0.988758104016692,-0.135198350931673,-1.38964448538608,1.67752759544385,0.0555006767777809,-0.289831986973819,-0.780897455165702,0.746863320289386,0.949484831513274,-0.652902175093443 +-4.60132242417756,-0.709946430921815,0.105802367893711,0.394379168221572,0.277914132450543,-1.61887684922359,0.849250385880362,1.18168806409233,-1.66476463926247,0.343422165443603,0.878110262544797,-0.819963126879738,-0.501442395146708,0.696845859405803,-0.282706437731961,-1.20630985963392,-2.15318775058657,1.41801430342912,-0.278439107296112,-0.424609610431925,-0.638073726419699,-0.416216757497457,-0.0172271235923625,-0.154888281093838,-0.802221373593961,-0.796143609129133,-0.393221778342938,-0.221095148584033,-0.450927228239281,1.1741501477948,0.645404965401519,-1.02592732705569,-0.00972262551166277,-1.50259250797092,0.966911970423772,-1.37261893818149,-0.492539303928673,0.112304176971878,0.677905536251931,0.193217241210377,-1.36200462828798 +1.42620073436251,0.610726353489055,0.456998805423414,-0.851857092023863,-0.823081121572025,-0.109655699488241,0.805702288976437,-0.527368361608178,0.928851761720271,-0.623049782354728,-0.958463922912324,-0.123602759975676,0.496612575778754,1.6999706729654,0.86766761253418,-1.95002527285931,0.357993071026488,-1.14575678099,-0.552433759333541,-1.3538196764308,0.498271000392072,-0.42971793567404,-0.542639050559564,-1.12711344946393,2.28543282824586,-1.54543948313615,-0.0901356091009884,-0.552877870816104,0.354411230562417,-0.505839168284978,-0.197332650732912,1.69442588921929,1.52977248486133,0.931253719291296,-1.44264795049801,1.3713157196375,0.975110148653936,0.870599595916544,1.29653625864232,-1.01730063829064,0.453020251710901 +-5.42161354466266,-0.934097631644252,-0.077152935356531,2.64916688109488,-0.0688409344784646,0.440889370916978,-0.46760093599122,-1.45662801131076,1.41682683471578,-0.439522293828527,-0.70584484574861,0.254948236041434,1.52088093822893,-0.977741945262675,0.720091121287667,-0.884040029631817,0.467864811329475,-0.492817822952378,0.87604207279027,-0.196594948982215,-0.0582467351906532,-0.0465252246593674,1.9786926597401,-2.0201170359968,0.36724335283949,2.09620023554288,-0.193311894185212,-0.438510047495829,-0.34897839180517,0.578258264907816,1.27367758192325,-0.0438579329855956,-1.188919665818,-0.291129082572854,-0.264151584691052,-2.05903504695749,0.0979594208690554,1.41980276096092,0.999364190357656,0.0142790040846149,0.0108077018899916 +-8.91630702768576,-1.2536334002391,-0.334000842366544,0.156011675665079,-1.1676623261298,1.3509939798086,0.848420313723343,0.572967370493168,-0.0627207776270142,-0.505296789545481,-2.99694930322778,1.71892633823732,0.988091827811358,2.04881758195934,1.05606960140852,0.973405985201601,-0.906688834876339,-0.73305227365599,0.293483694441495,0.234116136807353,-0.626216777775201,-0.658591540594635,-1.36611264523146,0.222627003401442,-0.00586595719077163,0.167346098880432,-0.632296235408075,-0.567620519784156,-0.146078923768904,0.492192734204509,-0.307339225196746,0.40892433361665,-0.14568648792884,0.677169792832732,1.02351919565167,-0.991525489635035,-0.497160426252782,0.692738619192126,-0.468470898652754,-1.5201066457523,-1.02349672317328 +9.79498072823623,0.291446235517463,-0.0347260283112762,1.13020726745494,-0.0083090142156068,-1.31860948453356,0.986769863596017,-1.43337770467221,-0.980902336097871,0.186035137157474,-0.961052324044844,-0.958543527527119,1.24612253397107,1.22644932416057,0.243502060378394,-0.580971315835475,-0.529349915526749,0.15923208035453,-0.597222046871897,-0.557206294019108,-0.89462076076131,1.60258407676699,0.424896361470324,-0.127903122118574,0.512077211428476,0.514098655546297,-0.371683985604695,1.81772287362487,-0.452584202475727,-1.5673045711637,0.522021526862458,0.115209478001697,-0.864871259486335,-0.626770391647181,-2.30154197873356,0.251933894205604,0.423245237953249,-2.26161327646333,0.571485629012,-0.673349298145026,-1.61591997098662 +-2.01145190833326,-0.443291873218433,0.787639605630162,-2.28912397984011,0.128855401597405,0.364384592607448,0.57562028851936,-1.0551850185265,1.08715025123701,0.176417797599477,0.380188253916704,-1.60431026176048,-0.329867327498483,0.307023011977597,1.11436266207131,1.73676738151204,1.34357671685515,-1.75119295921948,-0.157203603307554,-1.11332527493423,2.4100602149449,-0.0636720487547397,-0.976309021479906,-2.02404513877355,-0.447384224532706,0.125394721328991,-0.732591874440364,0.597776627126555,0.234904199124085,-0.16801969781549,1.16263285107803,-0.176403195772337,-0.543808781197938,-1.44247767529148,0.322204240776174,-1.06394509590109,-0.519233144848389,0.713379246839445,0.423369097200286,-0.749364001391015,-0.861437120578862 +2.85426265839127,0.00110535163162413,2.07524500865228,0.741001157195439,-0.145875628461003,0.233499835088518,2.02484204541817,-0.733111877421952,0.139327026560686,0.915848206824781,0.505067589582035,-1.8456094217108,0.844344713988944,0.624332983926657,-0.0765527137248828,-0.172675318153217,0.46943405662348,1.18483086705245,0.184185060278362,-1.63063542586023,-0.949647250572148,0.868827634114335,1.19297168388268,-0.279678879183236,-1.21103244229254,-1.58124779060728,-0.813287876683176,0.303722907810786,0.701257771476921,0.377606177645246,-0.0928488805379818,2.08171630036462,-1.62695301216917,-0.590451563152212,-0.43795407066817,-0.216902254955934,1.91911143009573,1.53607986324167,1.57194319674487,-0.0342802464846192,0.865796963852413 +2.20392659141803,0.0743413241516641,1.02739243876377,-1.31624516045156,-0.163910956736068,1.19395526125905,-1.96235319122504,0.210907264251298,-0.386272097673785,0.320176726180939,2.02705600379976,0.55573718528977,-0.981075755246316,0.0613414424510207,0.932925053950374,-0.937992531749062,-0.253105087750424,1.20703160102077,-1.01303201429879,-0.387823881460715,0.559151500570031,0.378375480525493,0.440959630244447,0.420630659980623,0.770953820805158,0.0730407602207416,0.587752193839511,1.71795977635021,1.3265983154971,0.403096936709248,-1.90194818212262,2.04906619307376,0.121071045073787,-0.792246797005612,-0.423212448160073,-0.83824897316637,-1.24473834900437,0.318570720934271,0.240256623616103,-2.97229677488889,-1.00915721783396 +4.30636591305215,-0.589520946188072,1.2079083983867,0.919803677609141,1.76355200278492,-0.0279099721295774,-1.16492093063759,-0.99892072706101,1.12358542318002,-0.36668729712132,0.0646270287396298,-0.0601191913503692,-0.139221405117457,-0.110825791428948,-0.157981738669148,-0.28459365979305,0.369103715328425,0.977649326530504,-0.679843404739828,1.72263201663562,-0.211414689679582,1.41568816870243,-0.429097559489887,0.642884936877863,0.0890088693866029,1.34769693635681,-0.532123435283901,-0.892666422511259,-1.57313115107482,-0.627499363967518,-0.493266201603452,-0.84468882240796,0.981105190296446,-0.931869974589519,-1.10879262262723,0.658773629809864,-0.160439995770294,-3.20805687610525,0.316422729082583,0.69463032731849,-0.135748076591087 +-4.83966588095098,-0.568668732818502,-1.23132342155804,0.398130155451956,0.762586512418318,-0.357298854504253,-1.37651921373083,1.07785032320562,-0.759845657357593,-0.940611295179737,0.463658648401867,0.772086304393126,2.1854379064735,-1.5762335600693,-0.681509514802608,-0.589018101666963,-1.34670719045078,-0.0819917440431946,-1.24269361449976,-0.558500300160839,-1.01785480180753,-0.209026756578789,-0.377664266101451,0.294381382694261,-0.0989175936758863,1.37539955945697,1.47014135588169,0.573534752706902,0.218282970836713,1.88265879830795,1.86369238711066,-0.42258466192741,-0.0870780584316147,-0.0176965659071633,0.369019190331962,0.452007547357976,1.02158087612774,0.436681717010862,-0.54417040030936,0.730211688802803,0.574337010641327 +-13.6020028141,-0.135178615123832,0.983895570053379,-0.407528579269772,1.11143108073063,-1.14681413611837,0.167679934469767,-1.19897438250787,1.14895910322903,0.634702931419534,0.0747783326935444,-0.140839387157354,-0.0128280098786072,0.742589845818649,-1.22010109142514,-0.44393142602891,1.1719354256206,1.15626342259789,-1.53501873647929,-0.636660846087287,-1.39019098922727,-2.67804459234963,0.888700057764328,0.719141732450454,-1.31572476019648,-0.517081329493958,0.126046063804915,-1.01235635498952,-0.2533353660474,1.8555483176834,-0.212808995894539,-4.29462067282811e-05,-0.297384824922925,0.993062810582632,0.272114317488526,0.799963792617058,-0.632830864851566,-0.613251076721228,0.122651647086549,-1.13396678917255,-2.39782906858187 +9.84722933531097,1.1780869965732,0.219924803660651,1.32425863017727,-0.923206952829831,-0.517420483593623,1.58462907915972,0.216637035184711,-0.84247625893675,-0.0624884823283309,-0.48683623583544,0.393093925514259,-0.305308925970688,2.14232339810565,-0.708912991624368,0.0599965734692298,-1.9087363449263,0.486796336752512,-0.524540013110409,2.78138713385586,-1.48862930913481,0.609180470956189,-1.06500611114445,0.192504699318315,-0.79561659269378,1.51582710882422,0.877615253170725,-0.482025397621928,1.05290401267231,0.696300671493303,1.13666002123292,-1.22438899833902,0.61358684519704,0.0435650240715116,0.589900021075311,0.364728688475606,-0.203434845430055,-0.0349603501428892,0.954675640623287,-0.0564820964404213,0.281787803285362 +-13.5922322727813,-1.52356680042976,-1.46725002909224,-0.70123166924692,0.164341838427956,-0.362123772578272,1.67788895297625,0.143087029788927,0.391413340392769,0.182837867691791,0.748910820862606,0.224218574159447,-0.584213460652307,2.08977295667316,-0.748679597841446,0.0822329488652121,-1.00439081062399,0.95884866279506,-0.0185273854581721,-1.95725587639345,-1.40604463352557,-1.03364017718239,-0.777271197344697,0.36743963595642,0.482380757411327,1.49912572886303,-0.477464544690555,0.511405751148038,2.22304446114516,-0.642203301330347,0.442739450647041,0.616144909077322,1.3495305875334,-2.02353097968475,0.37198763387555,2.08594617370458,0.411278203793493,-0.906138120993062,1.49229156949754,-0.258355701987367,0.0413166332631725 +5.67035979805683,0.593946187628422,0.521022742648139,-0.580614304240536,1.15482518709727,2.35055432578911,0.488296698394955,-1.06575009105298,0.891377242318638,1.10364101842281,0.464234580889638,0.0235419851685809,0.771268501872661,0.169794327127524,0.57607752614667,0.758397523687175,0.676687513659109,0.177792371188778,-1.56814717115897,0.142527896359,-1.49623548221371,0.497391496417443,0.40786263410391,-0.11339892170305,-0.951630212108528,0.814576969918441,-2.24293116600069,-0.559887034549306,-0.00785426278295549,-0.937594986366264,0.0699044802717621,0.592789088105364,0.987770630694447,1.89484579534605,0.445974498417473,-0.0714848555619568,-1.01458042114401,-0.51402135115389,0.782586988631191,-1.24876382771751,-1.85062321066213 +-4.32506259701244,0.332950371213518,-0.158754604716016,-1.00107218102542,-0.0565214245264898,2.44653137569996,0.878673262560324,-0.428623410701779,-1.33525871255432,1.75203561864876,0.129420458393473,-0.622962659764788,2.1061893617618,-0.107877788921055,-0.0520994639309632,0.539662990903339,1.15232174421702,0.292250881034058,0.467851674195392,0.664498798923618,0.686145924102054,-0.973892336533007,0.750271673481492,-1.03659361554291,0.499536594645037,1.66564854073976,0.0156187673475151,-0.482643607073649,0.428501681366459,-1.29941035593765,-2.62588313737603,1.35560461363218,0.799935934452696,1.18031853854443,0.52684843962461,0.202338215742887,0.99828767052731,0.147031118708133,0.531534886349928,-0.103110580884247,-0.794477174820644 +5.17392742644337,1.06309983727636,1.4645873119698,-0.668178606753393,-2.12936064823465,-0.166703279484276,-0.144874874029881,-0.656179476771346,0.398123477834933,-0.953816460135553,-0.815460651610283,1.26200938062639,0.412157036847037,0.18199449457932,-0.630337173595477,0.776647646532491,-1.73275991756331,-2.11334068465336,-0.667828863981452,-0.478627492484917,-0.236761630680826,-0.0944719078341068,-1.71500317257465,0.252591163499661,1.24215347091829,1.01496869830099,1.13216757964278,1.47292606102964,1.05633848190142,-0.654595628063766,0.716413833945887,-0.837958416369963,1.4133831155678,2.41416347802723,-0.64806755804916,-1.5297686336941,-1.63228990465595,-1.3438761034106,0.567232748620047,1.66919588438668,-0.495286259887251 +-4.36860019451623,-0.304183923634301,-0.766081999604665,0.945184953373082,0.344845762099456,-1.04366743906189,0.468971760074208,0.959394326857613,-0.111586802948826,1.64408045682029,-0.0401504517354262,-0.405774042775771,-0.261264878093957,1.14592817832429,-0.898336065510746,0.132171664674437,0.601308856586064,-0.538047910821091,0.311082359587522,1.18368958312197,1.99914242920796,-0.55397669395461,0.192254686867909,0.92254542259099,0.947279828507612,0.527156146138147,-0.0754051615052807,1.59422246064106,1.52170120575052,-1.83822781198037,-0.604611722160916,1.00453445300847,-0.989023428796902,-0.240663163918049,1.02183706837274,-0.338088145537669,-0.234161211897477,0.163461568881095,0.156782131753834,-1.27800401212855,-0.685880871363996 +1.54433084601542,0.370018809916288,-0.430211753928547,0.433702149545162,-1.90495544558553,-1.97293493407467,0.376235477129484,1.55605263610222,0.675743916642286,-0.866733529450919,0.781416977680249,0.666763771442479,2.07378364600369,1.47729882260241,1.51268587551728,-0.806865299790739,0.341650314074502,1.01402558475317,0.142551004168543,0.805437291322411,0.633238682895559,-0.245759575807179,-1.16173323791098,2.27493594555922,-1.32874880239981,-1.94493600434466,-0.443714905019145,-0.730869789022716,1.19958805043073,0.497553692161246,-0.370584497674043,0.917182101978409,-0.0632063466187795,2.07128941428934,1.09423028568049,0.954136361808257,-1.65510950148292,-0.542909223322403,-0.402740225607502,0.745799344342215,-0.5527559592242 +-2.68788695168869,0.267098790772231,-0.926109497377437,1.00515921767704,-0.811170153140217,0.514671633438029,-0.761040275056481,-1.04079643378825,-0.788597935379218,0.266352192194765,0.676452747462629,0.164639154530128,-0.778830223440943,0.40794415253402,-0.236749292754605,0.449350085786593,-0.0352810090657197,0.101269641473852,-0.374034720730812,0.0533177579003455,1.64819754690779,-0.654785608807158,-0.64182866447016,-0.4414386682088,0.126956787669901,0.688310257495692,0.260078388442021,-0.0382892238599665,-2.05890426512279,-1.46348125307325,-0.533668362189905,-0.146622896374579,0.942109527393138,0.232714077622351,0.077305982511206,0.0818425227231235,-0.833470788453693,0.423016854324198,0.0754858051111999,0.490087172795728,-0.102544008769687 +-6.77747120575059,-0.54252003099165,-0.17710396143654,-0.390118664053679,1.3240043212996,-1.09057358373486,-0.293294933750864,0.930572408540247,-0.0869863340574937,0.222370494855364,-0.482652525567947,1.78152447478717,1.1315325132809,1.11427873521406,-1.2488034215964,0.41264145683315,-0.626165019795731,-1.21870737154808,-1.94492637603576,-1.1673464152494,0.502718643389684,-0.983805242713974,1.31243918737546,0.0117520326654933,0.00991538247555104,0.0763314178965426,0.0133417778467314,0.99176235732828,-1.15662732028705,-1.19816617058598,1.81218653480987,-1.26132827478245,-0.5944432989651,-0.373468344090581,-0.274638208402021,1.7080180168601,2.30888335087111,-1.23161261394232,-1.20263029488377,-1.99670738675889,0.82487849615548 +6.60950453757154,1.20786780598317,0.402011779486338,0.376370291774648,0.615636849302674,2.28465932554436,-0.134841264407518,-0.0754459310121911,1.38228400775579,-0.276908509892329,-0.669113467963509,0.711213964323878,-0.421345128083654,-0.0270758439935565,-0.430009336385521,-0.403614049111987,-0.855971209746084,-0.958376792791154,-1.59768131407039,0.323350155867517,0.845467412356198,0.196407460672124,1.001540094408,-2.12699307927022,0.90496191831364,-0.837499619356526,-0.963884516039117,-1.86628306073355,-0.304085271963615,0.681103030348739,-1.19630906994616,-0.253564732017772,0.717181954689567,-0.833345632321643,0.0752714442546746,2.00605303820361,-0.263555628832857,1.10667546849715,-0.372384602760343,-1.40883531700392,-0.127962465098446 +-0.311459924599653,1.16040261569495,-0.731748173119606,0.244164924486494,1.09166895553536,-0.885617572657959,1.39384581617302,-1.96719534905096,0.168490163808026,1.39425304101804,0.512801321922257,-0.33769115586237,-1.02174737001973,0.497722203347278,0.0932994364677102,-0.38808827747742,0.151777841973793,-0.555797484605983,-2.54065786097916,-0.320783022434152,0.467247395729231,-1.21652631223445,-0.19352784002616,-0.792114565900454,0.383216487630252,-0.150187061400433,1.65730762371294,-0.437333147103703,1.89912736968198,0.40761948320593,-2.69176770525047,1.66695065908591,0.0851291323708111,-1.4634080799318,0.970519129769692,-0.787921347136684,1.99710850259121,0.0530992372669268,0.652391155370522,0.917845134523927,-0.588270503672474 +2.42876336996969,0.700213649514998,0.830373167981674,-1.42625734238254,0.306604861513632,0.111106429745722,-1.03698868969829,-0.755903642645193,0.823190948275118,-0.658911999778006,1.04890992895349,-0.00914895226735463,1.21830537874678,1.18564001363487,0.833041088710478,1.09518774784029,1.20637269384613,2.12187591164329,1.36204724954097,-0.885950264101112,-0.402055063696625,-0.285042864419352,-0.9331768198576,1.28881808340777,-1.30843004221806,-0.996213532625467,-0.225065920497365,0.936080482562332,0.141839870066516,1.13831741291294,0.546513355631927,0.722313514851792,1.03515583126704,1.0357192604692,-0.521323523184934,-2.01024918737741,-0.242841971658977,-3.20211005574372,0.617010157044081,-0.749480755434116,0.668188487191936 +7.76525171718851,1.58683345454085,-1.20808278630446,1.77842928747545,-0.110158762482857,3.81027668071067,-2.11433514780366,0.461149160506762,-0.220894597616442,0.660531280513291,0.121058163102937,-0.125309208413434,-1.79976067489539,3.63957362674029,-0.0849324781188742,1.34048004305313,-1.48857788320267,-0.179589987560952,-0.360666003351832,0.151278171838043,0.923526703253396,-0.300346064814908,0.310329445057101,-0.254336528393991,-0.338359381732316,1.21660013338776,-1.51857493528141,0.383184177276283,0.0923232740268209,0.501722988799783,0.768926409093582,0.593905630682609,-1.84711493386444,1.2928747106484,0.833331308362038,1.13637384584441,-0.554739546378118,-0.953904369733372,-0.447139503006748,-1.23843936852384,1.00514832311694 +-0.797971160635234,0.558486425565304,-1.04798441280774,0.134447660933676,-0.924312773127284,-1.10890999794325,0.768278218204398,0.145106631047872,-1.02939165471471,-0.0132557001432984,-0.313292885379532,-2.0908460969723,-0.308249938350721,-0.05400259559406,0.111853039012255,0.114405546675648,-1.05037412306876,-0.644735408242739,1.93639731086409,0.57936347204544,-0.0080556407117813,-0.638620500617601,1.58332171358656,0.568885735628597,1.12718846777638,-0.171835289489714,-1.33558354270051,-0.301734678682412,0.0988041281826466,-0.0670427097681916,-0.186757799251065,-2.88501793098226,0.331402498977672,1.1439845441714,0.705247474940405,1.86507711152076,-0.52947657549752,-0.205155007690135,0.158480999959808,1.6144484044437,-0.142203822982975 +3.04452303543647,-1.27659220845804,1.44115770684428,0.765598999157864,1.5929137537192,0.307566624421454,-0.816160620753485,-2.44231132108142,-0.0109256908471287,-0.931480298730843,-0.88067073001145,1.69739389482068,0.0155152433487359,-0.668147316886616,-1.03943594284897,-0.392264620281621,1.63787411690859,-2.09258377175654,-1.45588379753146,-0.0791668261764699,1.03378423761425,1.74284789606923,0.906149174876552,0.667450330177768,0.934729923663099,-1.33395998056899,0.529528815523295,-1.00425338006401,0.592971270767441,0.440053543479348,-0.229359755418792,0.0161114515783771,1.02242819977201,0.705208580620038,-2.05450510036012,1.02461750297628,0.704735648559801,0.352459403571786,-0.513998937635304,-0.389374302909327,0.864285924476959 +-13.7182306047688,-0.573265414236886,-1.01584746530465,0.955136676908982,0.0450105981218803,-1.10689447222516,-0.436106923160574,0.580318685451573,-1.22499115544077,1.21468914346638,-0.419286891272189,1.06388115448751,-0.442317718666929,0.445807957415336,0.796422813520926,1.65235784319754,-1.20733418120328,-1.90187083769886,1.48190570829728,0.848767635305161,-0.799126981726699,-1.86940059565442,0.401142830956497,-0.949624291823464,1.83059590944005,0.141560719859246,1.3932611409182,0.809796443106891,1.27484242433872,-1.52196112080371,1.63018563465818,0.614708924713478,0.551192062432164,0.287844943555178,-0.684249440807115,-0.212386239158211,-0.938885792890617,0.58958827741381,-1.12276336437519,0.263419746462831,-0.0219045936131343 +-6.95410443727997,-1.22461261489836,0.411974712317515,-0.0505657014422701,-0.715128400667883,0.34765364882196,0.904705031282809,0.655051998486745,-2.59611138844997,-2.08834036550883,-1.4827516780218,-0.766616636225272,-1.63800773288119,-0.405825246363776,0.0999033761579581,-1.24369760877461,-2.62615508460277,1.22225027632159,1.0761196360479,-2.51103348713237,1.00423302095334,0.0311844918990805,0.0756974415287978,0.0155086723690204,-0.980732659819636,-1.29141105604798,1.12662780770316,1.45965683471903,1.00698981067853,0.109621659006559,-2.16467144096662,-1.13518421578449,1.44087331345589,0.257633142939952,-1.2632377482435,0.211036284752331,0.875266133569224,1.57400710197297,-0.447139022225265,-0.20252164798064,-0.26473087656648 +-8.43435218609643,-0.473400636439312,-0.38107605110892,-0.305815419766971,0.865223099717138,-0.873264535062044,-0.763086264548317,-0.304508837259419,1.16912259199149,-0.526152469412621,-0.697318199400121,0.38200755917038,-0.641401156182851,0.635283144521572,0.736959753190812,-0.911925870779559,0.0174632661510191,-0.851220441380158,-0.757488401365975,0.738477114377377,-0.311973356192691,-1.20911412955621,1.05948916812251,0.232532403876864,-0.67074502026203,-1.33248719429825,-0.0113593445829337,-2.19122580131585,-2.36182966438966,0.189044548616711,-1.07777603746419,-0.476051237647421,-0.0742190150722613,1.99498624372389,1.15627784430579,0.446075601086465,-0.744367045365983,-0.627745333209963,-2.11185369823736,1.05768891304478,-0.913313030042956 From 633cd81e7096a7677bff12cbabf1e81181c83858 Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Mon, 10 Oct 2022 17:07:13 -0500 Subject: [PATCH 13/28] # --- src/help_functions.jl | 9 ++-- src/rlasso.jl | 8 ++-- src/rlassoEffect.jl | 101 +++++++++++++++++++++++++++++------------ src/rlassoIVselectZ.jl | 16 ++++++- 4 files changed, 97 insertions(+), 37 deletions(-) diff --git a/src/help_functions.jl b/src/help_functions.jl index 82bfe15..57ef8e2 100644 --- a/src/help_functions.jl +++ b/src/help_functions.jl @@ -7,6 +7,7 @@ function init_values(x, y; number::Int64 = 5, intercept::Bool = true) for i in 1:p append!(corr, abs.(cor(y, x[:, i]))) end + corr = replace(corr, NaN => minimum(filter(!isnan,corr)) -1) index = sortperm(corr, rev = true)[1 : min(number, p)] coefficients = zeros(p) @@ -39,7 +40,7 @@ end function lambdaCalculation(; homoskedastic::Union{Bool, String} = false, X_dependent_lambda::Bool = false, lambda_start = nothing, c::Float64 = 1.1, gamma::Float64 = 0.1, numSim::Int = 5000, y = nothing, x = nothing) # homoskedastic and X-independent - if homoskedastic == true & !X_dependent_lambda + if (homoskedastic == true) & !X_dependent_lambda p = size(x, 2) n = size(x, 1) lambda0 = 2 * c * sqrt(n) * quantile(Normal(0.0, 1.0), 1 - gamma / (2 * p)) @@ -47,7 +48,7 @@ function lambdaCalculation(; homoskedastic::Union{Bool, String} = false, X_depen lambda = zeros(p) .+ lambda0 * Ups0 # homoskedastic and X-dependent - elseif homoskedastic == true & X_dependent_lambda + elseif (homoskedastic == true) & X_dependent_lambda p = size(x, 2) n = size(x, 1) R = numSim @@ -66,7 +67,7 @@ function lambdaCalculation(; homoskedastic::Union{Bool, String} = false, X_depen lambda = lambda0 * Ups0 # heteroskeddastic and X-independent - elseif homoskedastic == false & !X_dependent_lambda + elseif (homoskedastic == false) & !X_dependent_lambda p = size(x, 2) n = size(x, 1) lambda0 = 2 * c * sqrt(n) * quantile(Normal(0.0, 1.0), 1 - gamma / (2 * p)) @@ -74,7 +75,7 @@ function lambdaCalculation(; homoskedastic::Union{Bool, String} = false, X_depen lambda = lambda0 * Ups0 # heteroskedastic and X-dependent - elseif homoskedastic == false & X_dependent_lambda + elseif (homoskedastic == false) & X_dependent_lambda p = size(x, 2) n = size(x, 1) R = numSim diff --git a/src/rlasso.jl b/src/rlasso.jl index 732d3a6..6cdaf01 100644 --- a/src/rlasso.jl +++ b/src/rlasso.jl @@ -76,22 +76,22 @@ function rlasso(x, y; post = true, intercept = true, model = true, s1 = sqrt(var(e1)) # Homoskedastic and X-independent - if homoskedastic == true & !X_dependent_lambda + if (homoskedastic == true) && !X_dependent_lambda Ups1 = s1 * Psi lambda = pen["lambda0"] * Ups1 # Homoskedastic and X-dependent - elseif homoskedastic == true & X_dependent_lambda + elseif (homoskedastic == true) && X_dependent_lambda Ups1 = s1 * Psi lambda = pen["lambda0"] * Ups1 # Heteroskedastic and X-independent - elseif homoskedastic == false & !X_dependent_lambda + elseif (homoskedastic == false) && !X_dependent_lambda Ups1 = 1 / sqrt(n) .* sqrt.(((e1 .^ 2)' * (x .^ 2))') lambda = Ups1 * pen["lambda0"] # Heteroskedastic and X-dependent - elseif homoskedastic == false & X_dependent_lambda + elseif (homoskedastic == false) && X_dependent_lambda lc = lambdaCalculation(x = x, y = e1, homoskedastic = homoskedastic, X_dependent_lambda = X_dependent_lambda, lambda_start = lambda_start, c = c, gamma = gamma) Ups1 = lc["Ups0"] lambda = lc["lambda"] diff --git a/src/rlassoEffect.jl b/src/rlassoEffect.jl index c801e62..9c32b93 100644 --- a/src/rlassoEffect.jl +++ b/src/rlassoEffect.jl @@ -132,20 +132,25 @@ function r_summary(object::rlassoEffect1) return table1 end -function r_print(object::rlassoEffect1, digits = 3) +function r_print(object::rlassoEffect1; digits = 3) if length(object.coefficients) != 0 b = ["$y" for y = 1:length(object.coefficients)] b = reshape(b,(1,length(b))) - a = vcat(b, round.(object.coefficients', digits = 3)) + a = vcat(b, round.(object.coefficients', digits = digits)) if length(object.coefficients) <= 10 println("Coefficients:\n") pretty_table(a[2,:]', tf = tf_borderless, header = a[1,:]) - else - for i in 1:trunc(length(object.coefficients)/10) + + elseif string(length(object.coefficients))[count("", string(length(object.coefficients)))-1:count("", string(length(object.coefficients)))-1] == "0" + for i in 1:convert(Int, trunc(length(object.coefficients)/10)) + pretty_table(a[2,10*(i-1)+1:10*i]', tf = tf_borderless, header = a[1,10*(i-1)+1:10*i]) + end + else + for i in 1:convert(Int, trunc(length(object.coefficients)/10)) pretty_table(a[2,10*(i-1)+1:10*i]', tf = tf_borderless, header = a[1,10*(i-1)+1:10*i]) end - pretty_table(a[2,10*trunc(length(object.coefficients)/10)+1:length(object.coefficients)]', + pretty_table(a[2,10*trunc(length(object.coefficients)/10)+1:length(object.coefficients)]', tf = tf_borderless, header = a[1,10*trunc(length(object.coefficients)/10)+1:length(object.coefficients)]) end else @@ -244,20 +249,27 @@ function rlassoEffects(x, y; index = 1:size(x, 2), I3 = nothing, method = "parti end -function r_print(object::rlassoEffects1, digits = 3) +function r_print(object::rlassoEffects1; digits = 3) if length(object.coefficients) != 0 b = ["X$y" for y = object.index] b = reshape(b,(1,length(b))) a = vcat(b, round.(object.coefficients', digits = digits)) if length(object.coefficients) <= 10 - + println("Coefficients:\n") pretty_table(a[2,:]', tf = tf_borderless, header = a[1,:], nosubheader = true, equal_columns_width = true, columns_width = 9, alignment=:c) #, header_crayon =crayon"blue") - else - for i in 1:trunc(length(object.coefficients)/10) + + elseif string(length(object.coefficients))[count("", string(length(object.coefficients)))-1:count("", string(length(object.coefficients)))-1] == "0" + for i in 1:convert(Int, trunc(length(object.coefficients)/10)) pretty_table(a[2,10*(i-1)+1:10*i]', tf = tf_borderless, header = a[1,10*(i-1)+1:10*i], nosubheader = true, equal_columns_width = true, columns_width = 9, alignment=:c)#, header_crayon =crayon"green") + print("\n") end - pretty_table(a[2,10*trunc(length(object.coefficients)/10)+1:length(object.coefficients)]', alignment=:c, nosubheader = true, equal_columns_width = true, columns_width = 9, + else + for i in 1:convert(Int, trunc(length(object.coefficients)/10)) + pretty_table(a[2,10*(i-1)+1:10*i]', tf = tf_borderless, header = a[1,10*(i-1)+1:10*i], nosubheader = true, equal_columns_width = true, columns_width = 9, alignment=:c)#, header_crayon =crayon"green") + print("\n") + end + pretty_table(a[2,10*trunc(length(object.coefficients)/10)+1:length(object.coefficients)]', alignment=:c, nosubheader = true, equal_columns_width = true, columns_width = 9, tf = tf_borderless, header = a[1,10*trunc(length(object.coefficients)/10)+1:length(object.coefficients)])#, header_crayon =crayon"green") end else @@ -274,18 +286,19 @@ function r_summary(object::rlassoEffects1) table[:, 3] .= table[:, 1]./table[:, 2] table[:, 4] .= 2 * cdf(Normal(), -abs.(table[:, 3])) table1 = DataFrame(hcat(["X$y" for y = object.index], table), :auto) - rename(table1, ["index", "Estimate.", "Std. Error", "t value", "Pr(>|t|)"]) + table1 = rename(table1, ["index", "Estimate.", "Std. Error", "t value", "Pr(>|t|)"]) print("Estimates and significance testing of the effect of target variables", "\n") pretty_table(table, show_row_number = false, header = ["Estimate.", "Std. Error", "t value", "Pr(>|t|)"], tf = tf_borderless, row_names = ["X$y" for y = object.index]) print("---", "\n", "Signif. codes:","\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1") print("\n") + return table1 else print("No coefficients\n") end end -function r_confint(object::rlassoEffects1, level = 0.95) +function r_confint(object::rlassoEffects1, level = 0.95; joint = false) n = object.sample_size k = length(object.coefficients) cf = object.coefficients @@ -293,22 +306,54 @@ function r_confint(object::rlassoEffects1, level = 0.95) # if (missing(parm)) # parm <- pnames else if (is.numeric(parm)) # parm <- pnames[parm] - a = (1 - level)/2 - a = [a, 1 - a] - fac = quantile.(Normal(), a) - pct = string.(round.(a; digits = 3)*100, "%") - ses = object.se - c_i = [] - for i in 1:length(cf) - if i == 1 - c_i = (cf[i] .+ ses[i] .* fac)[:,:]' - else - c_i = vcat(c_i, (cf[i] .+ ses[i] * fac)[:,:]') + if !joint + a = (1 - level)/2 + a = [a, 1 - a] + fac = quantile.(Normal(), a) + pct = string.(round.(a; digits = 3)*100, "%") + ses = object.se + c_i = [] + for i in 1:length(cf) + if i == 1 + c_i = (cf[i] .+ ses[i] .* fac)[:,:]' + else + c_i = vcat(c_i, (cf[i] .+ ses[i] * fac)[:,:]') + end + end + table1 = DataFrame(hcat(["X$y" for y = object.index], c_i), :auto) + table1 = rename(table1, vcat("index", pct)) + #ci = NamedArray(c_i, (1:size(c_i)[1], pct)) + ci = pretty_table(c_i; header = pct, show_row_number = false, tf = tf_borderless, row_names = ["X$y" for y = object.index]) + return table1 + end + if joint + B = 500 + e = object.dict["residuals"]["e"] + v = object.dict["residuals"]["v"] + ev = e .* v + Ev2 = mean(v.^2, dims = 1) + Omegahat = zeros(k, k); + for j in 1:k + for l in 1:k + Omegahat[j,l] = Omegahat[l,j] = 1/(Ev2[j]*Ev2[l]) .* mean(ev[:,j].*ev[:,l]) + end + end + var = diag(Omegahat) + sim = zeros(B);; + for i in 1:B + beta_i = rand(MvNormal(zeros(k), Omegahat./n)); + sim[i] = maximum(abs.(beta_i ./ sqrt.(var))) end + a = (1 - level) #not dividing by 2! + ab = [a/2, 1 - a/2] + pct = string.(round.(ab; digits = 3)*100, "%"); + c_i = zeros(length(cf), 2) + hatc = quantile(sim, 1-a) + c_i[:, 1] = cf .- hatc .* sqrt.(var) + c_i[:, 2] = cf .+ hatc .* sqrt.(var) + table1 = DataFrame(hcat(["X$y" for y = object.index], c_i), :auto) + table1 = rename(table1, vcat("index", pct)) + ci = pretty_table(c_i; header = pct, show_row_number = false, tf = tf_borderless, row_names = ["X$y" for y = object.index]) + return table1 end - table1 = DataFrame(hcat(["X$y" for y = object.index], c_i), :auto) - rename(table1, vcat("index", pct)) - #ci = NamedArray(c_i, (1:size(c_i)[1], pct)) - ci = pretty_table(c_i; header = pct, show_row_number = false, tf = tf_borderless, row_names = ["X$y" for y = object.index]) - #return c_i;; end \ No newline at end of file diff --git a/src/rlassoIVselectZ.jl b/src/rlassoIVselectZ.jl index 9430fee..b17714b 100644 --- a/src/rlassoIVselectZ.jl +++ b/src/rlassoIVselectZ.jl @@ -1,3 +1,17 @@ +function ginv(X, tol = sqrt(eps(Float64))) + Xsvd = svd(X); + Positive = Xsvd.S .> maximum(tol * Xsvd.S[1]); + if all(Positive) + b = Xsvd.V *(1 ./ Xsvd.S .* (Xsvd.U')); + elseif (!any(Positive)) + b = zeros(size(X)[2],size(X)[1]) + else + c1 = Xsvd.V[:,Positive] + c2 = (Xsvd.U[:, Positive])'; + b = c1 * ((1 ./ Xsvd.S[Positive]) .* c2) + end +end + function rlassoIVselectZ(x, d, y, z; post::Bool = true, intercept::Bool = true) n = size(y, 1) @@ -51,7 +65,7 @@ function rlassoIVselectZ(x, d, y, z; post::Bool = true, intercept::Bool = true) Dhat = hcat(Dhat, x) d = hcat(d, x) - alpha_hat = pinv(Dhat' * d) * (Dhat' * y) + alpha_hat = ginv(Dhat' * d) * (Dhat' * y) residuals = y - d * alpha_hat Omega_hat = Dhat' * (Dhat .* (residuals .^ 2)) Q_hat_inv = pinv(d' * Dhat) From 5154ac74e5ce7fbadc9496135719b5e25a462bde Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Tue, 11 Oct 2022 14:25:06 -0500 Subject: [PATCH 14/28] # --- src/rlassoEffect.jl | 4 +- src/rlassoIVselectZ.jl | 2 +- tutorial/HDMjl_tutorial_1.ipynb | 1405 ++++++++++++++++--- tutorial/python.ipynb | 338 +++++ tutorial/r_file.ipynb | 2285 ++++++++++++++++++++++++++++++- 5 files changed, 3799 insertions(+), 235 deletions(-) create mode 100644 tutorial/python.ipynb diff --git a/src/rlassoEffect.jl b/src/rlassoEffect.jl index 9c32b93..ffe0655 100644 --- a/src/rlassoEffect.jl +++ b/src/rlassoEffect.jl @@ -207,8 +207,8 @@ function rlassoEffects(x, y; index = 1:size(x, 2), I3 = nothing, method = "parti # names(coefficients) <- names(se) <- names(t) <- names(pval) <- names(lasso.regs) <- colnames(reside) <- colnames(residv) <- colnames(selection.matrix) <- colnames(x)[index] for i in 1:k - d = x0[:, i] - xt = x0[:, Not(i)] + d = x0[:, index[i]] + xt = x0[:, Not(index[i])] # Variables de control if isnothing(I3) I3m = I3 diff --git a/src/rlassoIVselectZ.jl b/src/rlassoIVselectZ.jl index b17714b..fb62a7d 100644 --- a/src/rlassoIVselectZ.jl +++ b/src/rlassoIVselectZ.jl @@ -68,7 +68,7 @@ function rlassoIVselectZ(x, d, y, z; post::Bool = true, intercept::Bool = true) alpha_hat = ginv(Dhat' * d) * (Dhat' * y) residuals = y - d * alpha_hat Omega_hat = Dhat' * (Dhat .* (residuals .^ 2)) - Q_hat_inv = pinv(d' * Dhat) + Q_hat_inv = ginv(d' * Dhat) vcov = Q_hat_inv * Omega_hat * Q_hat_inv' alpha_hat = hcat(coef_names, alpha_hat) res = Dict("coefficients" => alpha_hat[1:ke, :], "se" => sqrt.(diag(vcov))[1:ke], "residuals" => residuals, "samplesize" => n) diff --git a/tutorial/HDMjl_tutorial_1.ipynb b/tutorial/HDMjl_tutorial_1.ipynb index 254192b..e8b5247 100644 --- a/tutorial/HDMjl_tutorial_1.ipynb +++ b/tutorial/HDMjl_tutorial_1.ipynb @@ -23,11 +23,136 @@ }, { "cell_type": "code", - "execution_count": 445, + "execution_count": 4, "metadata": {}, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `C:\\Users\\User\\.julia\\environments\\v1.8\\Project.toml`" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n", + " \u001b[90m [8de29b41] \u001b[39m\u001b[91m- HDMjl v0.0.11 `https://github.com/d2cml-ai/HDMjl.jl#main`\u001b[39m\n", + "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `C:\\Users\\User\\.julia\\environments\\v1.8\\Manifest.toml`\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " \u001b[90m [8de29b41] \u001b[39m\u001b[91m- HDMjl v0.0.11 `https://github.com/d2cml-ai/HDMjl.jl#main`\u001b[39m\n", + "┌ Info: We haven't cleaned this depot up for a bit, running Pkg.gc()...\n", + "└ @ Pkg C:\\buildbot\\worker\\package_win64\\build\\usr\\share\\julia\\stdlib\\v1.8\\Pkg\\src\\Pkg.jl:719\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m Active\u001b[22m\u001b[39m manifest files: 2 found" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n", + "\u001b[32m\u001b[1m Active\u001b[22m\u001b[39m artifact files: 99 found\n", + "\u001b[32m\u001b[1m Active\u001b[22m\u001b[39m scratchspaces: 13 found\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m Deleted\u001b[22m\u001b[39m 234 package installations (598.311 MiB)\n", + "\u001b[32m\u001b[1m Deleted\u001b[22m\u001b[39m 4 repos (9.640 MiB)\n" + ] + } + ], + "source": [ + "Pkg.rm(\"HDMjl\")" + ] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m git-repo `https://github.com/d2cml-ai/HDMjl.jl`" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m registry at `C:\\Users\\User\\.julia\\registries\\General`\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m git-repo `https://github.com/JuliaRegistries/General.git`" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n", + "\u001b[32m\u001b[1m Resolving\u001b[22m\u001b[39m " + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "package versions...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m No Changes\u001b[22m\u001b[39m to `C:\\Users\\User\\.julia\\environments\\v1.8\\Project.toml`" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n", + "\u001b[32m\u001b[1m No Changes\u001b[22m\u001b[39m to `C:\\Users\\User\\.julia\\environments\\v1.8\\Manifest.toml`" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], "source": [ - "#import Pkg; Pkg.add(url = \"https://github.com/d2cml-ai/HDMjl.jl\")" + "import Pkg; Pkg.add(url = \"https://github.com/d2cml-ai/HDMjl.jl\")" ] }, { @@ -41,7 +166,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -50,16 +175,9 @@ }, { "cell_type": "code", - "execution_count": 88, + "execution_count": 2, "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: replacing module HDMjl.\n" - ] - }, { "data": { "text/plain": [ @@ -76,11 +194,11 @@ }, { "cell_type": "code", - "execution_count": 444, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ - "#Pkg.develop(path = \"E:/causal_ml/hdm_paper/HDMjl.jl\")" + "using HDMjl" ] }, { @@ -159,7 +277,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 911, "metadata": {}, "outputs": [], "source": [ @@ -169,24 +287,243 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 696, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: replacing module HDMjl.\n" + ] + }, + { + "data": { + "text/plain": [ + "Main.HDMjl" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "include(\"E:/causal_ml/hdm_paper/prueba/HDMjl.jl/src/HDMjl.jl\")" + ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 954, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "url = \"https://raw.githubusercontent.com/d2cml-ai/HDMjl.jl/prueba/data/4_1.csv\"\n", + "dta = DataFrame(CSV.read(download(url), DataFrame));\n", + "n, p = size(dta);\n", + "y = dta[:,\"y\"];\n", + "d = dta[:,\"d\"];\n", + "x = Matrix(dta[:,3:end]);" + ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 1017, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

1 rows × 2 columns

EstimateStd_Error
Float64Float64
10.9780750.0137122
" + ], + "text/latex": [ + "\\begin{tabular}{r|cc}\n", + "\t& Estimate & Std\\_Error\\\\\n", + "\t\\hline\n", + "\t& Float64 & Float64\\\\\n", + "\t\\hline\n", + "\t1 & 0.978075 & 0.0137122 \\\\\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "\u001b[1m1×2 DataFrame\u001b[0m\n", + "\u001b[1m Row \u001b[0m│\u001b[1m Estimate \u001b[0m\u001b[1m Std_Error \u001b[0m\n", + "\u001b[1m \u001b[0m│\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\n", + "─────┼─────────────────────\n", + " 1 │ 0.978075 0.0137122" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "full_fit = lm(hcat(ones(length(y)), Matrix(dta[:,2:end])), y);\n", + "DataFrame(Estimate = coef(full_fit)[2], Std_Error = stderror(full_fit)[2])" + ] + }, + { + "cell_type": "code", + "execution_count": 1026, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "rY_1 = lm(hcat(ones(length(y)), Matrix(dta[:,3:end])), y);\n", + "rY = y - predict(rY_1)\n", + "rD_1 = lm(hcat(ones(length(y)), Matrix(dta[:,3:end])), d);\n", + "rD = d - predict(rD_1);" + ] + }, + { + "cell_type": "code", + "execution_count": 1049, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

1 rows × 2 columns

EstimateStd_Error
Float64Float64
10.9780750.0136862
" + ], + "text/latex": [ + "\\begin{tabular}{r|cc}\n", + "\t& Estimate & Std\\_Error\\\\\n", + "\t\\hline\n", + "\t& Float64 & Float64\\\\\n", + "\t\\hline\n", + "\t1 & 0.978075 & 0.0136862 \\\\\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "\u001b[1m1×2 DataFrame\u001b[0m\n", + "\u001b[1m Row \u001b[0m│\u001b[1m Estimate \u001b[0m\u001b[1m Std_Error \u001b[0m\n", + "\u001b[1m \u001b[0m│\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\n", + "─────┼─────────────────────\n", + " 1 │ 0.978075 0.0136862" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "partial_fit_ls = lm(hcat(ones(length(y)), rD), rY)\n", + "DataFrame(Estimate = coef(partial_fit_ls)[2], Std_Error = stderror(partial_fit_ls)[2])" + ] + }, + { + "cell_type": "code", + "execution_count": 1057, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

1 rows × 2 columns

EstimateStd_Error
Float64Float64
10.9727390.0136868
" + ], + "text/latex": [ + "\\begin{tabular}{r|cc}\n", + "\t& Estimate & Std\\_Error\\\\\n", + "\t\\hline\n", + "\t& Float64 & Float64\\\\\n", + "\t\\hline\n", + "\t1 & 0.972739 & 0.0136868 \\\\\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "\u001b[1m1×2 DataFrame\u001b[0m\n", + "\u001b[1m Row \u001b[0m│\u001b[1m Estimate \u001b[0m\u001b[1m Std_Error \u001b[0m\n", + "\u001b[1m \u001b[0m│\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\n", + "─────┼─────────────────────\n", + " 1 │ 0.972739 0.0136868" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "rY_1 = HDMjl.rlasso(hcat(ones(length(y)), Matrix(dta[:,3:end])), y);\n", + "rY = rY_1[\"residuals\"]\n", + "rD_1 = HDMjl.rlasso(hcat(ones(length(y)), Matrix(dta[:,3:end])), d);\n", + "rD = rD_1[\"residuals\"]\n", + "partial_fit_postlasso = lm(hcat(ones(length(y)), rD), rY)\n", + "DataFrame(Estimate = coef(partial_fit_postlasso)[2], Std_Error = stderror(partial_fit_postlasso)[2])" + ] + }, + { + "cell_type": "code", + "execution_count": 1059, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and significance testing of the effect of target variables\n", + " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + "\n", + " 1 0.972739 0.0136868 71.0715 0.0\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" + ] + } + ], + "source": [ + "Eff = HDMjl.rlassoEffect(x, y, d, method = \"partialling out\");\n", + "HDMjl.r_summary(Eff);" + ] + }, + { + "cell_type": "code", + "execution_count": 1062, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Coefficients:\n", + "\n", + " \u001b[1m 1 \u001b[0m\n", + "\n", + " 0.973\n" + ] + } + ], + "source": [ + "HDMjl.r_print(Eff)" + ] + }, + { + "cell_type": "code", + "execution_count": 1063, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and significance testing of the effect of target variables\n", + " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + "\n", + " 1 0.978075 0.0141562 69.0914 0.0\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + } + ], + "source": [ + "Eff = HDMjl.rlassoEffect(x, y, d, method = \"double selection\");\n", + "HDMjl.r_summary(Eff);" + ] }, { "cell_type": "markdown", @@ -201,19 +538,60 @@ "metadata": {}, "outputs": [], "source": [ - "using Random, Distributions, PrettyTables, DataFrames\n", - "Random.seed!(1234);\n", - "n = 100;\n", - "p = 100;\n", - "s = 3;\n", - "x = randn(n, p);\n", - "beta = vcat(fill(3, s), zeros(p - s));\n", - "y =1 .+ x * beta + randn(n);" + "# using Random, Distributions, PrettyTables, DataFrames\n", + "# Random.seed!(1234);\n", + "# n = 100;\n", + "# p = 100;\n", + "# s = 3;\n", + "# x = randn(n, p);\n", + "# beta = vcat(fill(3, s), zeros(p - s));\n", + "# y =1 .+ x * beta + randn(n);" ] }, { "cell_type": "code", - "execution_count": 1093, + "execution_count": 1170, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: replacing module HDMjl.\n" + ] + }, + { + "data": { + "text/plain": [ + "Main.HDMjl" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "include(\"E:/causal_ml/hdm_paper/prueba/HDMjl.jl/src/HDMjl.jl\")" + ] + }, + { + "cell_type": "code", + "execution_count": 357, + "metadata": {}, + "outputs": [], + "source": [ + "using CSV\n", + "url = \"https://raw.githubusercontent.com/d2cml-ai/HDMjl.jl/prueba/data/4_2.csv\"\n", + "data = DataFrame(CSV.read(download(url), DataFrame));\n", + "n, p = size(data);\n", + "y = data[:,1];\n", + "#d = dta[:,\"d\"];\n", + "x = Matrix(data[:,2:end]);" + ] + }, + { + "cell_type": "code", + "execution_count": 358, "metadata": {}, "outputs": [], "source": [ @@ -222,7 +600,7 @@ }, { "cell_type": "code", - "execution_count": 1094, + "execution_count": 360, "metadata": {}, "outputs": [ { @@ -233,92 +611,286 @@ "\n", " \u001b[1m X1 \u001b[0m \u001b[1m X2 \u001b[0m \u001b[1m X3 \u001b[0m \u001b[1m X50 \u001b[0m\n", "\n", - " 2.925 2.903 3.101 -0.227\n" + " 2.9445 3.0413 2.9754 0.072\n" ] } ], "source": [ - "HDMjl.r_print(lasso_effects)" + "HDMjl.r_print(lasso_effects, digits = 4)" ] }, { "cell_type": "code", - "execution_count": 1096, + "execution_count": 1180, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Estimates and significance testing of the effect of target variables" + "Estimates and significance testing of the effect of target variables\n", + " \u001b[1m \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + "\n", + " \u001b[1m X1 \u001b[0m 2.94448 0.0881468 33.4043 1.1892e-244\n", + " \u001b[1m X2 \u001b[0m 3.04127 0.083891 36.2527 9.0141e-288\n", + " \u001b[1m X3 \u001b[0m 2.9754 0.0780394 38.127 4.58085e-318\n", + " \u001b[1m X50 \u001b[0m 0.0719553 0.0776455 0.926716 0.354074\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" ] - }, + } + ], + "source": [ + "HDMjl.r_summary(lasso_effects);" + ] + }, + { + "cell_type": "code", + "execution_count": 1179, + "metadata": {}, + "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "\n" + " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", + "\n", + " \u001b[1m X1 \u001b[0m 2.77171 3.11724\n", + " \u001b[1m X2 \u001b[0m 2.87685 3.2057\n", + " \u001b[1m X3 \u001b[0m 2.82245 3.12836\n", + " \u001b[1m X50 \u001b[0m -0.0802271 0.224138\n" ] - }, + } + ], + "source": [ + "HDMjl.r_confint(lasso_effects);" + ] + }, + { + "cell_type": "code", + "execution_count": 1186, + "metadata": {}, + "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " \u001b[1m \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", "\n", - " \u001b[1m X1 \u001b[0m 2.92541 0.103597 28.2384 1.97828e-175\n", - " \u001b[1m X2 \u001b[0m 2.90258 0.105907 27.407 2.26599e-165\n", - " \u001b[1m X3 \u001b[0m 3.10095 0.110626 28.031 6.80893e-173\n", - " \u001b[1m X50 \u001b[0m -0.22712 0.0910927 -2.49329 0.0126566\n", - "---\n", - "Signif. codes:\n", - "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + " \u001b[1m X1 \u001b[0m 2.72895 3.16001\n", + " \u001b[1m X2 \u001b[0m 2.83806 3.24448\n", + " \u001b[1m X3 \u001b[0m 2.7842 3.1666\n", + " \u001b[1m X50 \u001b[0m -0.114585 0.258496\n" + ] + } + ], + "source": [ + "HDMjl.r_confint(lasso_effects, joint = true);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 4.3. Application: the effect of gender on wage" + ] + }, + { + "cell_type": "code", + "execution_count": 1187, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: replacing module HDMjl.\n" ] + }, + { + "data": { + "text/plain": [ + "Main.HDMjl" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "include(\"E:/causal_ml/hdm_paper/prueba/HDMjl.jl/src/HDMjl.jl\")" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(29217, 23)" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "HDMjl.r_summary(lasso_effects)" + "url = \"https://github.com/cran/hdm/raw/master/data/cps2012.rda\"\n", + "cps2012 = load(download(url))[\"cps2012\"];\n", + "n, p = size(cps2012);\n", + "size(cps2012)" ] }, { "cell_type": "code", - "execution_count": 1097, + "execution_count": 19, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", + "(29217, 116)" + ] + } + ], + "source": [ + "x_formula = @formula(lnw ~ -1 + female + female*widowed + female*divorced + female*separated + female*nevermarried +\n", + " female*hsd08 + female*hsd911 + female*hsg + female*cg + female*ad + female*mw + female*so + female*we + female*exp1 + female*exp2 + female*exp3)\n", + "x_dframe = ModelFrame( x_formula, cps2012)\n", + "x1 = ModelMatrix(x_dframe)\n", + "X = x1.m[:,Not(2:16)]\n", + "size(X)\n", + "fom_1 = names(cps2012)\n", + "fom_1 = [\"widowed\", \"divorced\", \"separated\", \"nevermarried\", \"hsd08\", \"hsd911\", \"hsg\", \"cg\", \"ad\", \"mw\", \"so\",\n", + " \"we\", \"exp1\", \"exp2\", \"exp3\"];\n", + "data = cps2012[:,fom_1];\n", + "sub_data = Matrix(data)\n", + "for i in 1:size(data)[2]\n", + " if i <= (size(data)[2] -1)\n", + " sub_data = hcat(sub_data, Matrix(data[:, i] .* data[:, Not(1:i)]) )\n", + " end\n", + "end\n", + "size(sub_data)\n", + "x = hcat(X, sub_data)\n", + "size(x)\n", + "filter = var.(eachcol(x)) .!= 0\n", + "x = x[:,filter]\n", + "print(size(x))\n", + "index_gender = [1,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31];\n", + "y = cps2012.lnw;" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "index_gender = [1,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31];\n", + "y = cps2012.lnw;" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [], + "source": [ + "effects_female = HDMjl.rlassoEffects(x, y, index = index_gender);" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and significance testing of the effect of target variables\n", + " \u001b[1m \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", "\n", - " \u001b[1m X1 \u001b[0m 2.72236 3.12845\n", - " \u001b[1m X2 \u001b[0m 2.69501 3.11016\n", - " \u001b[1m X3 \u001b[0m 2.88413 3.31778\n", - " \u001b[1m X50 \u001b[0m -0.405659 -0.048582\n" + " \u001b[1m X1 \u001b[0m -0.154593 0.0501626 -3.08184 0.00205726\n", + " \u001b[1m X17 \u001b[0m -0.0343048 0.19287 -0.177865 0.858829\n", + " \u001b[1m X18 \u001b[0m -0.19402 0.0607806 -3.19214 0.00141224\n", + " \u001b[1m X19 \u001b[0m -0.113688 0.108023 -1.05245 0.292595\n", + " \u001b[1m X20 \u001b[0m -0.249804 0.0376073 -6.64244 3.08542e-11\n", + " \u001b[1m X21 \u001b[0m -0.391887 0.211089 -1.8565 0.0633823\n", + " \u001b[1m X22 \u001b[0m -0.35908 0.137517 -2.61116 0.0090235\n", + " \u001b[1m X23 \u001b[0m -0.269762 0.103718 -2.60093 0.00929725\n", + " \u001b[1m X24 \u001b[0m 0.269623 0.0430528 6.26261 3.78592e-10\n", + " \u001b[1m X25 \u001b[0m 0.429058 0.0460721 9.31276 1.24553e-20\n", + " \u001b[1m X26 \u001b[0m -0.141533 0.0427294 -3.3123 0.000925306\n", + " \u001b[1m X27 \u001b[0m -0.0790852 0.042853 -1.8455 0.0649645\n", + " \u001b[1m X28 \u001b[0m -0.0583598 0.0491329 -1.18779 0.234914\n", + " \u001b[1m X29 \u001b[0m 0.0325737 0.0170967 1.90527 0.0567456\n", + " \u001b[1m X30 \u001b[0m -0.273506 0.248368 -1.10121 0.270804\n", + " \u001b[1m X31 \u001b[0m 0.0 NaN NaN NaN\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" ] } ], "source": [ - "HDMjl.r_confint(lasso_effects)" + "HDMjl.r_summary(effects_female);" ] }, { "cell_type": "code", - "execution_count": 216, + "execution_count": 15, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "effects_female1 = HDMjl.rlassoEffects(x[:, index_gender], y);" + ] }, { - "cell_type": "markdown", + "cell_type": "code", + "execution_count": 18, "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and significance testing of the effect of target variables\n", + " \u001b[1m \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + "\n", + " \u001b[1m X1 \u001b[0m -0.283832 0.00692373 -40.9941 0.0\n", + " \u001b[1m X2 \u001b[0m -0.141256 0.0382915 -3.68897 0.000225164\n", + " \u001b[1m X3 \u001b[0m -0.0767676 0.0109705 -6.99762 2.60355e-12\n", + " \u001b[1m X4 \u001b[0m -0.105677 0.0266385 -3.96707 7.27622e-5\n", + " \u001b[1m X5 \u001b[0m -0.135126 0.0099468 -13.5849 4.9236e-42\n", + " \u001b[1m X6 \u001b[0m -0.620469 0.0535067 -11.5961 4.31297e-31\n", + " \u001b[1m X7 \u001b[0m -0.390831 0.0237062 -16.4864 4.59201e-61\n", + " \u001b[1m X8 \u001b[0m -0.173018 0.00941576 -18.3754 2.06932e-75\n", + " \u001b[1m X9 \u001b[0m 0.347913 0.00907484 38.3382 1.413e-321\n", + " \u001b[1m X10 \u001b[0m 0.595179 0.0108409 54.9013 0.0\n", + " \u001b[1m X11 \u001b[0m -0.106798 0.00950928 -11.2309 2.87586e-29\n", + " \u001b[1m X12 \u001b[0m -0.0544776 0.00956874 -5.69329 1.24611e-8\n", + " \u001b[1m X13 \u001b[0m -0.0118311 0.0104091 -1.13661 0.255702\n", + " \u001b[1m X14 \u001b[0m 0.0533367 0.00470804 11.3289 9.44218e-30\n", + " \u001b[1m X15 \u001b[0m -0.197522 0.0280961 -7.03021 2.06218e-12\n", + " \u001b[1m X16 \u001b[0m 0.0250002 0.00499574 5.00431 5.60622e-7\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + } + ], "source": [ - "### 4.3. Application: the effect of gender on wage" + "HDMjl.r_summary(effects_female1);" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 195, "metadata": {}, "outputs": [], "source": [] @@ -332,7 +904,7 @@ }, { "cell_type": "code", - "execution_count": 1084, + "execution_count": 14, "metadata": {}, "outputs": [ { @@ -358,10 +930,11 @@ }, { "cell_type": "code", - "execution_count": 1085, + "execution_count": 18, "metadata": {}, "outputs": [], "source": [ + "using GLM\n", "using CodecXz\n", "using RData\n", "using DataFrames\n", @@ -369,12 +942,100 @@ "GrowthData = load(download(url))[\"GrowthData\"];\n", "y = GrowthData[:, 1];\n", "d = GrowthData[:, 3];\n", - "X = Matrix(GrowthData[:, Not(1, 2, 3)]);" + "X = Matrix(GrowthData[:, Not(1, 2, 3)]);\n", + "X_1 = Matrix(GrowthData[:, Not(1, 2)]);" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "LinearModel{GLM.LmResp{Vector{Float64}}, GLM.DensePredChol{Float64, LinearAlgebra.CholeskyPivoted{Float64, Matrix{Float64}, Vector{Int64}}}}:\n", + "\n", + "Coefficients:\n", + "────────────────────────────────────────────────────────────────────────────────\n", + " Coef. Std. Error t Pr(>|t|) Lower 95% Upper 95%\n", + "────────────────────────────────────────────────────────────────────────────────\n", + "x1 0.0 NaN NaN NaN NaN NaN\n", + "x2 -0.0366232 0.0216873 -1.69 0.0987 -0.08039 0.0071436\n", + "x3 -0.049561 0.0277206 -1.79 0.0810 -0.105503 0.00638146\n", + "x4 0.0109733 0.144971 0.08 0.9400 -0.28159 0.303536\n", + "x5 -0.61884 0.392592 -1.58 0.1225 -1.41112 0.173443\n", + "x6 0.0 NaN NaN NaN NaN NaN\n", + "x7 0.0653886 0.191762 0.34 0.7348 -0.321604 0.452381\n", + "x8 -0.0130227 0.220896 -0.06 0.9533 -0.458809 0.432764\n", + "x9 0.317601 0.136132 2.33 0.0245 0.0428751 0.592327\n", + "x10 0.0192542 0.104553 0.18 0.8548 -0.191742 0.23025\n", + "x11 -0.223675 0.111066 -2.01 0.0505 -0.447816 0.000465448\n", + "x12 -0.0285525 0.172121 -0.17 0.8690 -0.375908 0.318803\n", + "x13 -0.06466 0.110926 -0.58 0.5631 -0.288518 0.159198\n", + "x14 -0.0827085 0.106666 -0.78 0.4425 -0.29797 0.132553\n", + "x15 -0.00952063 0.0254533 -0.37 0.7103 -0.0608875 0.0418462\n", + "x16 0.0 NaN NaN NaN NaN NaN\n", + "x17 0.0785956 0.0659261 1.19 0.2399 -0.0544487 0.21164\n", + "x18 0.0 NaN NaN NaN NaN NaN\n", + "x19 0.0147886 0.0300756 0.49 0.6255 -0.0459065 0.0754837\n", + "x20 -0.313055 0.27212 -1.15 0.2565 -0.862216 0.236105\n", + "x21 0.101771 0.090829 1.12 0.2689 -0.0815298 0.285071\n", + "x22 0.0 NaN NaN NaN NaN NaN\n", + "x23 0.0 NaN NaN NaN NaN NaN\n", + "x24 0.357228 0.24998 1.43 0.1604 -0.147253 0.861708\n", + "x25 -0.287676 0.263885 -1.09 0.2819 -0.820218 0.244866\n", + "x26 -0.134781 0.144646 -0.93 0.3568 -0.426689 0.157128\n", + "x27 0.0 NaN NaN NaN NaN NaN\n", + "x28 -0.0570462 0.171219 -0.33 0.7407 -0.40258 0.288487\n", + "x29 0.0410234 0.0861237 0.48 0.6363 -0.132781 0.214828\n", + "x30 0.0122654 0.0897691 0.14 0.8920 -0.168896 0.193427\n", + "x31 0.0 NaN NaN NaN NaN NaN\n", + "x32 0.00856028 0.0183311 0.47 0.6429 -0.0284333 0.0455539\n", + "x33 -0.0141407 0.0214721 -0.66 0.5138 -0.0574733 0.0291918\n", + "x34 0.0 NaN NaN NaN NaN NaN\n", + "x35 -0.0401447 0.0489759 -0.82 0.4170 -0.138982 0.0586928\n", + "x36 0.0406806 0.0523095 0.78 0.4411 -0.0648842 0.146245\n", + "x37 0.0 NaN NaN NaN NaN NaN\n", + "x38 0.0 NaN NaN NaN NaN NaN\n", + "x39 0.0 NaN NaN NaN NaN NaN\n", + "x40 -0.0438831 0.0354963 -1.24 0.2232 -0.115518 0.0277514\n", + "x41 0.0198653 0.0177205 1.12 0.2686 -0.0158962 0.0556268\n", + "x42 0.0237951 0.018077 1.32 0.1952 -0.0126858 0.0602759\n", + "x43 -0.0245828 0.0246516 -1.00 0.3244 -0.0743318 0.0251662\n", + "x44 -2.58955e-8 1.06384e-7 -0.24 0.8089 -2.40586e-7 1.88795e-7\n", + "x45 0.0634478 0.134926 0.47 0.6406 -0.208844 0.33574\n", + "x46 -0.111512 0.33659 -0.33 0.7421 -0.790778 0.567755\n", + "x47 0.0 NaN NaN NaN NaN NaN\n", + "x48 -0.0673765 0.230006 -0.29 0.7710 -0.531548 0.396795\n", + "x49 0.0348377 0.112888 0.31 0.7591 -0.192979 0.262654\n", + "x50 0.0306221 0.11848 0.26 0.7973 -0.208481 0.269725\n", + "x51 0.114321 0.447811 0.26 0.7997 -0.789399 1.01804\n", + "x52 -0.0403413 0.217537 -0.19 0.8538 -0.479349 0.398666\n", + "x53 -0.0794911 0.229381 -0.35 0.7307 -0.542401 0.383419\n", + "x54 0.0 NaN NaN NaN NaN NaN\n", + "x55 -0.113094 0.133428 -0.85 0.4015 -0.382363 0.156175\n", + "x56 0.231347 0.201217 1.15 0.2568 -0.174726 0.637419\n", + "x57 2.00279e-5 0.000732672 0.03 0.9783 -0.00145856 0.00149862\n", + "x58 0.000279117 0.00108839 0.26 0.7989 -0.00191734 0.00247558\n", + "x59 -0.311523 0.18417 -1.69 0.0982 -0.683194 0.0601472\n", + "x60 0.298687 0.18672 1.60 0.1172 -0.0781284 0.675503\n", + "x61 -3.25316e-5 4.94833e-5 -0.66 0.5145 -0.000132393 6.73298e-5\n", + "x62 -0.0515082 0.0905298 -0.57 0.5724 -0.234205 0.131188\n", + "────────────────────────────────────────────────────────────────────────────────\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ls_effect = lm(hcat(ones(length(y)), X_1), y)" ] }, { "cell_type": "code", - "execution_count": 1086, + "execution_count": 1158, "metadata": {}, "outputs": [], "source": [ @@ -383,7 +1044,7 @@ }, { "cell_type": "code", - "execution_count": 1087, + "execution_count": 1163, "metadata": {}, "outputs": [ { @@ -392,19 +1053,19 @@ "text": [ "Coefficients:\n", "\n", - " \u001b[1m 1 \u001b[0m\n", + " \u001b[1m 1 \u001b[0m\n", "\n", - " -0.053\n" + " -0.0498\n" ] } ], "source": [ - "HDMjl.r_print(lasso_effect)" + "HDMjl.r_print(lasso_effect, digits = 4)" ] }, { "cell_type": "code", - "execution_count": 1088, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -412,47 +1073,22 @@ "output_type": "stream", "text": [ "Estimates and significance testing of the effect of target variables\n", - " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", "\n", - " 1 -0.05333 0.0143283 -3.722 0.000197655\n", + " 1 -0.0498115 0.0139364 -3.57421 0.000351288\n", "---\n", "Signif. codes:\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" ] - }, - { - "data": { - "text/html": [ - "

1 rows × 4 columns

Estimate.Std. Errort valuePr(>|t|)
Float64Float64Float64Float64
1-0.053330.0143283-3.7220.000197655
" - ], - "text/latex": [ - "\\begin{tabular}{r|cccc}\n", - "\t& Estimate. & Std. Error & t value & Pr(>|t|)\\\\\n", - "\t\\hline\n", - "\t& Float64 & Float64 & Float64 & Float64\\\\\n", - "\t\\hline\n", - "\t1 & -0.05333 & 0.0143283 & -3.722 & 0.000197655 \\\\\n", - "\\end{tabular}\n" - ], - "text/plain": [ - "\u001b[1m1×4 DataFrame\u001b[0m\n", - "\u001b[1m Row \u001b[0m│\u001b[1m Estimate. \u001b[0m\u001b[1m Std. Error \u001b[0m\u001b[1m t value \u001b[0m\u001b[1m Pr(>|t|) \u001b[0m\n", - "\u001b[1m \u001b[0m│\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\n", - "─────┼─────────────────────────────────────────────\n", - " 1 │ -0.05333 0.0143283 -3.722 0.000197655" - ] - }, - "metadata": {}, - "output_type": "display_data" } ], "source": [ - "HDMjl.r_summary(lasso_effect)" + "HDMjl.r_summary(lasso_effect);" ] }, { "cell_type": "code", - "execution_count": 1089, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -461,7 +1097,7 @@ }, { "cell_type": "code", - "execution_count": 1090, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -470,19 +1106,19 @@ "text": [ "Coefficients:\n", "\n", - " \u001b[1m 1 \u001b[0m\n", + " \u001b[1m 1 \u001b[0m\n", "\n", - " -0.045\n" + " -0.05001\n" ] } ], "source": [ - "HDMjl.r_print(doublesel_effect)" + "HDMjl.r_print(doublesel_effect, 5)" ] }, { "cell_type": "code", - "execution_count": 1091, + "execution_count": 22, "metadata": {}, "outputs": [ { @@ -490,9 +1126,9 @@ "output_type": "stream", "text": [ "Estimates and significance testing of the effect of target variables\n", - " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", "\n", - " 1 -0.0453558 0.018656 -2.43116 0.0150506\n", + " 1 -0.0500059 0.0157914 -3.16666 0.00154203\n", "---\n", "Signif. codes:\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" @@ -500,9 +1136,84 @@ } ], "source": [ - "HDMjl.r_summary(doublesel_effect);" + "HDMjl.r_summary(doublesel_effect);" + ] + }, + { + "cell_type": "code", + "execution_count": 1169, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "LinearModel{GLM.LmResp{Vector{Float64}}, GLM.DensePredChol{Float64, CholeskyPivoted{Float64, Matrix{Float64}, Vector{Int64}}}}:\n", + "\n", + "Coefficients:\n", + "────────────────────────────────────────────────────────────────────────────\n", + " Coef. Std. Error t Pr(>|t|) Lower 95% Upper 95%\n", + "────────────────────────────────────────────────────────────────────────────\n", + "x1 -0.0515095 0.0134834 -3.82 0.0003 -0.0785095 -0.0245095\n", + "x2 -0.0698222 0.0222899 -3.13 0.0027 -0.114457 -0.0251875\n", + "x3 0.144115 0.0817989 1.76 0.0835 -0.019685 0.307914\n", + "x4 -0.549012 0.33678 -1.63 0.1086 -1.2234 0.125378\n", + "x5 0.0 NaN NaN NaN NaN NaN\n", + "x6 -0.00178011 0.16532 -0.01 0.9914 -0.332827 0.329267\n", + "x7 -0.0499058 0.19071 -0.26 0.7945 -0.431796 0.331984\n", + "x8 0.344992 0.118384 2.91 0.0051 0.107931 0.582052\n", + "x9 -0.0276954 0.0967556 -0.29 0.7757 -0.221445 0.166054\n", + "x10 -0.191668 0.0974433 -1.97 0.0541 -0.386795 0.00345863\n", + "x11 -0.0617711 0.153902 -0.40 0.6897 -0.369954 0.246412\n", + "x12 -0.0199024 0.101637 -0.20 0.8454 -0.223427 0.183622\n", + "x13 -0.0329039 0.0960136 -0.34 0.7331 -0.225168 0.15936\n", + "x14 -0.0292139 0.0209751 -1.39 0.1691 -0.0712158 0.0127879\n", + "x15 1.00723 0.42872 2.35 0.0223 0.148738 1.86573\n", + "x16 0.0935241 0.0284037 3.29 0.0017 0.0366466 0.150402\n", + "x17 0.0 NaN NaN NaN NaN NaN\n", + "x18 0.0231697 0.0203674 1.14 0.2601 -0.0176153 0.0639547\n", + "x19 -0.898484 0.378689 -2.37 0.0211 -1.6568 -0.140171\n", + "x20 0.106289 0.0709861 1.50 0.1398 -0.0358584 0.248436\n", + "x21 0.0 NaN NaN NaN NaN NaN\n", + "x22 0.0 NaN NaN NaN NaN NaN\n", + "x23 0.566105 0.20177 2.81 0.0069 0.162067 0.970142\n", + "x24 -0.291019 0.248987 -1.17 0.2473 -0.789607 0.207569\n", + "x25 -0.0611354 0.126924 -0.48 0.6319 -0.315296 0.193025\n", + "x26 0.0 NaN NaN NaN NaN NaN\n", + "x27 -0.00073184 0.13671 -0.01 0.9957 -0.274489 0.273026\n", + "x28 -0.00117443 0.0656851 -0.02 0.9858 -0.132707 0.130358\n", + "x29 0.00512217 0.0725344 0.07 0.9439 -0.140125 0.15037\n", + "x30 0.0 NaN NaN NaN NaN NaN\n", + "x31 0.013586 0.00993516 1.37 0.1768 -0.00630877 0.0334808\n", + "x32 -0.0169288 0.0119869 -1.41 0.1633 -0.0409322 0.00707452\n", + "x33 0.0 NaN NaN NaN NaN NaN\n", + "x34 -0.00277954 0.0154127 -0.18 0.8575 -0.033643 0.0280839\n", + "x35 0.00440392 0.0165118 0.27 0.7907 -0.0286605 0.0374683\n", + "x36 0.0 NaN NaN NaN NaN NaN\n", + "x37 0.0 NaN NaN NaN NaN NaN\n", + "x38 0.0 NaN NaN NaN NaN NaN\n", + "x39 -0.0438025 0.0252029 -1.74 0.0876 -0.0942704 0.00666544\n", + "x40 0.020849 0.0124995 1.67 0.1008 -0.0041807 0.0458788\n", + "x41 0.0227094 0.0128426 1.77 0.0824 -0.00300744 0.0484262\n", + "x42 -0.0248346 0.0218271 -1.14 0.2600 -0.0685426 0.0188735\n", + "x43 -8.29688e-8 8.04977e-8 -1.03 0.3070 -2.44163e-7 7.82252e-8\n", + "────────────────────────────────────────────────────────────────────────────\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ls_effect = lm(X_1[:,1:43], y)" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "metadata": {}, @@ -510,6 +1221,13 @@ "## 5. Instrumental Variable Estimation in a High-Dimensional Setting" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "metadata": {}, @@ -519,7 +1237,16 @@ }, { "cell_type": "code", - "execution_count": 1066, + "execution_count": 19, + "metadata": {}, + "outputs": [], + "source": [ + "using RDatasets, TexTables, LinearAlgebra, GLM" + ] + }, + { + "cell_type": "code", + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -545,7 +1272,7 @@ }, { "cell_type": "code", - "execution_count": 1101, + "execution_count": 5, "metadata": {}, "outputs": [ { @@ -559,7 +1286,7 @@ } ], "source": [ - "using Statistics, StatsModels\n", + "using Statistics, StatsModels, RData\n", "url = \"https://github.com/cran/hdm/raw/master/data/AJR.rda\";\n", "AJR = load(download(url))[\"AJR\"];\n", "y = AJR[!,\"GDP\"]\n", @@ -579,33 +1306,27 @@ }, { "cell_type": "code", - "execution_count": 1102, + "execution_count": 15, "metadata": {}, "outputs": [], "source": [ - "AJR_Xselect = HDMjl.rlassoIV(x, d, y, z, select_X=false, select_Z=false);" + "AJR_Xselect = HDMjl.rlassoIV(x, d, y, z, select_X=true, select_Z=false);" ] }, { "cell_type": "code", - "execution_count": 1103, + "execution_count": 16, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " \u001b[1m d1 \u001b[0m \u001b[1m intercept \u001b[0m \u001b[1m x1 \u001b[0m \u001b[1m x2 \u001b[0m \u001b[1m x3 \u001b[0m \u001b[1m x4 \u001b[0m \u001b[1m x5 \u001b[0m \u001b[1m x6 \u001b[0m \u001b[1m x7 \u001b[0m \u001b[1m x8 \u001b[0m\n", - "\n", - " 1.267 -60.876 326.819 -429.951 60.911 59.749 63.264 61.148 -14.248 -329.563\n", - "\n", - " \u001b[1m x9 \u001b[0m \u001b[1m x10 \u001b[0m \u001b[1m x11 \u001b[0m \u001b[1m x12 \u001b[0m \u001b[1m x13 \u001b[0m \u001b[1m x14 \u001b[0m \u001b[1m x15 \u001b[0m \u001b[1m x16 \u001b[0m \u001b[1m x17 \u001b[0m \u001b[1m x18 \u001b[0m\n", - "\n", - " -330.137 -340.404 -331.822 442.238 452.631 448.365 448.799 0.0 0.0 0.0\n", + "Coefficients:\n", "\n", - " \u001b[1m x19 \u001b[0m \u001b[1m x20 \u001b[0m \u001b[1m x21 \u001b[0m\n", + " \u001b[1m d1 \u001b[0m\n", "\n", - " 0.0 0.0 0.0\n" + " 0.845\n" ] } ], @@ -615,7 +1336,7 @@ }, { "cell_type": "code", - "execution_count": 1104, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -623,34 +1344,19 @@ "output_type": "stream", "text": [ "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", - " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", + " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", "\n", - " d1 1.26721 6341.02 0.000199843 0.999841\n", - " intercept -60.8759 1.26403e6 -4.81602e-5 0.999962\n", - " x1 326.819 6.69943e6 4.87831e-5 0.999961\n", - " x2 -429.951 9.15873e6 -4.69444e-5 0.999963\n", - " x3 60.9109 1.22669e6 4.96545e-5 0.99996\n", - " x4 59.7488 1.21222e6 4.92887e-5 0.999961\n", - " x5 63.2635 1.2256e6 5.16182e-5 0.999959\n", - " x6 61.148 1.22139e6 5.00644e-5 0.99996\n", - " x7 -14.2483 4.30739e5 -3.30787e-5 0.999974\n", - " x8 -329.563 6.63294e6 -4.96858e-5 0.99996\n", - " x9 -330.137 6.61657e6 -4.98955e-5 0.99996\n", - " x10 -340.404 6.63192e6 -5.13281e-5 0.999959\n", - " x11 -331.822 6.66048e6 -4.98196e-5 0.99996\n", - " x12 442.238 8.78365e6 5.03479e-5 0.99996\n", - " x13 452.631 8.89053e6 5.09116e-5 0.999959\n", - " x14 448.365 8.73086e6 5.13541e-5 0.999959\n", - " x15 448.799 8.90002e6 5.04267e-5 0.99996\n", - " x16 0.0 0.0 NaN NaN\n", - " x17 0.0 0.0 NaN NaN\n", - " x18 0.0 0.0 NaN NaN\n", - " x19 0.0 0.0 NaN NaN\n", - " x20 0.0 0.0 NaN NaN\n", - " x21 0.0 0.0 NaN NaN\n", + " d1 0.845027 0.269926 3.13059 0.00174458\n", "---\n", "Signif. codes:\n", - "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n" ] } ], @@ -660,38 +1366,16 @@ }, { "cell_type": "code", - "execution_count": 1105, + "execution_count": 9, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", + " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", "\n", - " d1 -12426.9 12429.4\n", - " intercept -2.47751e6 2.47739e6\n", - " x1 -1.31303e7 1.3131e7\n", - " x2 -1.79512e7 1.79503e7\n", - " x3 -2.40421e6 2.40433e6\n", - " x4 -2.37585e6 2.37597e6\n", - " x5 -2.40208e6 2.4022e6\n", - " x6 -2.39381e6 2.39394e6\n", - " x7 -844248.0 8.44219e5\n", - " x8 -1.30007e7 1.3e7\n", - " x9 -1.29686e7 1.29679e7\n", - " x10 -1.29987e7 1.2998e7\n", - " x11 -1.30546e7 1.3054e7\n", - " x12 -1.72152e7 1.72161e7\n", - " x13 -1.74247e7 1.74256e7\n", - " x14 -1.71117e7 1.71126e7\n", - " x15 -1.74433e7 1.74442e7\n", - " x16 0.0 0.0\n", - " x17 0.0 0.0\n", - " x18 0.0 0.0\n", - " x19 0.0 0.0\n", - " x20 0.0 0.0\n", - " x21 0.0 0.0\n" + " d1 0.315981 1.37407\n" ] } ], @@ -699,6 +1383,138 @@ "HDMjl.r_confint(AJR_Xselect);" ] }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "rY_1 = lm(hcat(ones(length(y)), Matrix(AJR[:,3:end])), y);\n", + "rY = y - predict(rY_1)\n", + "rD_1 = lm(hcat(ones(length(y)), Matrix(AJR[:,3:end])), d);\n", + "rD = d - predict(rD_1);\n", + "rZ_1 = lm(hcat(ones(length(y)), Matrix(AJR[:,3:end])), z);\n", + "rZ = z - predict(rZ_1);" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": {}, + "outputs": [], + "source": [ + "rY_1 = lm(@formula(GDP ~ Latitude + Latitude2 + Africa + Asia + Namer + Samer + Latitude*Latitude2 + Latitude*Africa + Latitude*Asia + Latitude*Namer + Latitude*Samer\n", + " + Latitude2*Africa + Latitude2*Asia + Latitude2*Namer + Latitude2*Samer + Africa*Asia + Africa*Namer + Africa*Samer\n", + " + Asia*Namer + Asia*Samer + Namer*Samer), AJR)\n", + "rY = y - predict(rY_1)\n", + "\n", + "rD_1 = lm(@formula(Exprop ~ Latitude + Latitude2 + Africa + Asia + Namer + Samer + Latitude*Latitude2 + Latitude*Africa + Latitude*Asia + Latitude*Namer + Latitude*Samer\n", + " + Latitude2*Africa + Latitude2*Asia + Latitude2*Namer + Latitude2*Samer + Africa*Asia + Africa*Namer + Africa*Samer\n", + " + Asia*Namer + Asia*Samer + Namer*Samer), AJR)\n", + "rD = d - predict(rD_1)\n", + "\n", + "rZ_1 = lm(@formula(logMort ~ Latitude + Latitude2 + Africa + Asia + Namer + Samer + Latitude*Latitude2 + Latitude*Africa + Latitude*Asia + Latitude*Namer + Latitude*Samer\n", + " + Latitude2*Africa + Latitude2*Asia + Latitude2*Namer + Latitude2*Samer + Africa*Asia + Africa*Namer + Africa*Samer\n", + " + Asia*Namer + Asia*Samer + Namer*Samer), AJR)\n", + "rZ = z - predict(rZ_1);" + ] + }, + { + "cell_type": "code", + "execution_count": 23, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

1 rows × 2 columns

EstimateStd_Error
Float64Float64
11.267211.73054
" + ], + "text/latex": [ + "\\begin{tabular}{r|cc}\n", + "\t& Estimate & Std\\_Error\\\\\n", + "\t\\hline\n", + "\t& Float64 & Float64\\\\\n", + "\t\\hline\n", + "\t1 & 1.26721 & 1.73054 \\\\\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "\u001b[1m1×2 DataFrame\u001b[0m\n", + "\u001b[1m Row \u001b[0m│\u001b[1m Estimate \u001b[0m\u001b[1m Std_Error \u001b[0m\n", + "\u001b[1m \u001b[0m│\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\n", + "─────┼─────────────────────\n", + " 1 │ 1.26721 1.73054" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ivfit_lm = HDMjl.tsls(rD, rY, rZ, nothing, intercept=false)\n", + "DataFrame(Estimate = ivfit_lm[\"coefficients\"][1,2], Std_Error = ivfit_lm[\"se\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [], + "source": [ + "x_formula1 = @formula(GDP ~ Latitude + Latitude2 + Africa + Asia + Namer + Samer\n", + " + Latitude*Latitude2 + Latitude*Africa + Latitude*Asia + Latitude*Namer + Latitude*Samer\n", + " + Latitude2*Africa + Latitude2*Asia + Latitude2*Namer + Latitude2*Samer\n", + " + Africa*Asia + Africa*Namer + Africa*Samer\n", + " + Asia*Namer + Asia*Samer\n", + " + Namer*Samer)\n", + "x_dframe1 = ModelFrame( x_formula, AJR)\n", + "x1_1 = ModelMatrix(x_dframe)\n", + "xx = x1.m;" + ] + }, + { + "cell_type": "code", + "execution_count": 35, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

1 rows × 2 columns

EstimateStd_Error
Float64Float64
10.8450270.272094
" + ], + "text/latex": [ + "\\begin{tabular}{r|cc}\n", + "\t& Estimate & Std\\_Error\\\\\n", + "\t\\hline\n", + "\t& Float64 & Float64\\\\\n", + "\t\\hline\n", + "\t1 & 0.845027 & 0.272094 \\\\\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "\u001b[1m1×2 DataFrame\u001b[0m\n", + "\u001b[1m Row \u001b[0m│\u001b[1m Estimate \u001b[0m\u001b[1m Std_Error \u001b[0m\n", + "\u001b[1m \u001b[0m│\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\n", + "─────┼─────────────────────\n", + " 1 │ 0.845027 0.272094" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "rY_1 = HDMjl.rlasso(xx, y);\n", + "rY = rY_1[\"residuals\"]\n", + "rD_1 = HDMjl.rlasso(xx, d);\n", + "rD = rD_1[\"residuals\"]\n", + "rZ_1 = HDMjl.rlasso(xx, z);\n", + "rZ = rZ_1[\"residuals\"]\n", + "\n", + "ivfit_lasso = HDMjl.tsls(rD, rY, rZ)\n", + "DataFrame(Estimate = ivfit_lasso[\"coefficients\"][1,2], Std_Error = ivfit_lasso[\"se\"][1])" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -708,16 +1524,16 @@ }, { "cell_type": "code", - "execution_count": 179, + "execution_count": 67, "metadata": {}, "outputs": [], "source": [ - "using Crayons, Distributions" + "using Crayons, Distributions, GLM" ] }, { "cell_type": "code", - "execution_count": 1056, + "execution_count": 136, "metadata": {}, "outputs": [ { @@ -743,7 +1559,7 @@ }, { "cell_type": "code", - "execution_count": 1057, + "execution_count": 137, "metadata": {}, "outputs": [], "source": [ @@ -760,7 +1576,17 @@ }, { "cell_type": "code", - "execution_count": 1058, + "execution_count": 138, + "metadata": {}, + "outputs": [], + "source": [ + "ED_ols = lm(hcat(ones(length(vec(y))), hcat(d, x)), vec(y));\n", + "ED_2sls = HDMjl.tsls(d, y, z[:,1:2], x, intercept = false);" + ] + }, + { + "cell_type": "code", + "execution_count": 141, "metadata": {}, "outputs": [], "source": [ @@ -769,7 +1595,7 @@ }, { "cell_type": "code", - "execution_count": 1059, + "execution_count": 140, "metadata": {}, "outputs": [ { @@ -777,9 +1603,9 @@ "output_type": "stream", "text": [ "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", - " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", + " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", "\n", - " d1 -0.0122757 0.0376474 -0.326069 0.744372\n", + " d1 0.414602 0.290249 1.42843 0.153167\n", "---\n", "Signif. codes:\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" @@ -792,16 +1618,16 @@ }, { "cell_type": "code", - "execution_count": 1060, + "execution_count": 142, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", + " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", "\n", - " d1 -0.0860632 0.0615119\n" + " d1 -0.154276 0.98348\n" ] } ], @@ -811,7 +1637,7 @@ }, { "cell_type": "code", - "execution_count": 1061, + "execution_count": 143, "metadata": {}, "outputs": [ { @@ -822,7 +1648,7 @@ "\n", " \u001b[1m d1 \u001b[0m\n", "\n", - " -0.012\n" + " 0.415\n" ] } ], @@ -832,7 +1658,7 @@ }, { "cell_type": "code", - "execution_count": 1062, + "execution_count": 144, "metadata": {}, "outputs": [], "source": [ @@ -841,7 +1667,7 @@ }, { "cell_type": "code", - "execution_count": 1063, + "execution_count": 145, "metadata": {}, "outputs": [ { @@ -849,9 +1675,9 @@ "output_type": "stream", "text": [ "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", - " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", + " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", "\n", - " d1 -0.0449578 0.0801865 -0.560665 0.575026\n", + " d1 -0.0238347 0.128507 -0.185475 0.852857\n", "---\n", "Signif. codes:\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" @@ -864,7 +1690,7 @@ }, { "cell_type": "code", - "execution_count": 1064, + "execution_count": 146, "metadata": {}, "outputs": [ { @@ -873,7 +1699,7 @@ "text": [ " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", "\n", - " d1 -0.202121 0.112205\n" + " d1 -0.275703 0.228033\n" ] } ], @@ -883,7 +1709,7 @@ }, { "cell_type": "code", - "execution_count": 1065, + "execution_count": 147, "metadata": {}, "outputs": [ { @@ -894,7 +1720,7 @@ "\n", " \u001b[1m d1 \u001b[0m\n", "\n", - " -0.045\n" + " -0.024\n" ] } ], @@ -902,6 +1728,101 @@ "HDMjl.r_print(lasso_IV_XZ)" ] }, + { + "cell_type": "code", + "execution_count": 152, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", + " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", + "\n", + " d1 -0.0238347 0.128507 -0.185475 0.852857\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + }, + { + "data": { + "text/plain": [ + "1×2 Matrix{Any}:\n", + " -0.0238347 0.128507" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "Matrix(HDMjl.r_summary(lasso_IV_XZ)[:, 2:3])" + ] + }, + { + "cell_type": "code", + "execution_count": 155, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", + " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", + "\n", + " d1 0.414602 0.290249 1.42843 0.153167\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", + "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", + " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", + "\n", + " d1 -0.0238347 0.128507 -0.185475 0.852857\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + } + ], + "source": [ + "using PrettyTables\n", + "table = zeros(4,2)\n", + "table[1,:] = [coef(ED_ols)[2], stderror(ED_ols)[2]]\n", + "table[2,:] = [ED_2sls[\"coefficients\"][1,2], ED_2sls[\"se\"][1]]\n", + "table[3,:] = Matrix(HDMjl.r_summary(lasso_IV_Z)[:,2:3]);\n", + "table[4, :] = Matrix(HDMjl.r_summary(lasso_IV_XZ)[:, 2:3]);" + ] + }, + { + "cell_type": "code", + "execution_count": 171, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "======================= ============ =============\n", + " \u001b[1m \u001b[0m \u001b[1m Estimate \u001b[0m \u001b[1m Std. Error \u001b[0m\n", + "======================= ============ =============\n", + " ols regression 0.00786473 0.00986593\n", + " IV estimation -0.0107097 0.0337652\n", + " selection on Z 0.414602 0.290249\n", + " selection on X and Z -0.0238347 0.128507\n", + "======================= ============ =============\n" + ] + } + ], + "source": [ + "# table1 = DataFrame(table, :auto)\n", + "# table1 = rename(table1, [\"Estimate\", \"Std. Error\"])\n", + "index = [\"ols regression\", \"IV estimation \", \"selection on Z\", \"selection on X and Z\"]\n", + "pretty_table(hcat(index, table), show_row_number = false, header = [\" \", \"Estimate\", \"Std. Error\"], tf = tf_simple, nosubheader = true)" + ] + }, { "cell_type": "markdown", "metadata": {}, @@ -1019,50 +1940,94 @@ ] }, { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, + "cell_type": "markdown", "metadata": {}, - "outputs": [], - "source": [] + "source": [ + "## 7. The Lasso Methods for Discovery of Significant Causes amongst Many Potential Causes, with Many Controls\n" + ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 686, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: replacing module HDMjl.\n" + ] + }, + { + "data": { + "text/plain": [ + "Main.HDMjl" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "include(\"E:/causal_ml/hdm_paper/prueba/HDMjl.jl/src/HDMjl.jl\")" + ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 173, "metadata": {}, "outputs": [], - "source": [] + "source": [ + "using CSV\n", + "url = \"https://raw.githubusercontent.com/d2cml-ai/HDMjl.jl/prueba/data/7_.csv\"\n", + "data = DataFrame(CSV.read(download(url), DataFrame));\n", + "n, p = size(data);\n", + "p1 = 20;\n", + "X = data[:,2:end]\n", + "Y = data[:,1];" + ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 178, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", + "\n", + " \u001b[1m X1 \u001b[0m 4.50675 5.22214\n", + " \u001b[1m X2 \u001b[0m -0.321224 0.311879\n", + " \u001b[1m X3 \u001b[0m -0.358448 0.192826\n", + " \u001b[1m X4 \u001b[0m -0.260307 0.293453\n", + " \u001b[1m X5 \u001b[0m -0.28277 0.282461\n", + " \u001b[1m X6 \u001b[0m -0.328361 0.30112\n", + " \u001b[1m X7 \u001b[0m -0.232153 0.306844\n", + " \u001b[1m X8 \u001b[0m -0.0531874 0.479497\n", + " \u001b[1m X9 \u001b[0m -0.193021 0.396693\n", + " \u001b[1m X10 \u001b[0m -0.242849 0.269725\n", + " \u001b[1m X11 \u001b[0m -0.320578 0.215327\n", + " \u001b[1m X12 \u001b[0m -0.315627 0.272158\n", + " \u001b[1m X13 \u001b[0m -0.180324 0.382993\n", + " \u001b[1m X14 \u001b[0m -0.331511 0.39337\n", + " \u001b[1m X15 \u001b[0m -0.329087 0.320235\n", + " \u001b[1m X16 \u001b[0m -0.271623 0.337679\n", + " \u001b[1m X17 \u001b[0m -0.185883 0.423636\n", + " \u001b[1m X18 \u001b[0m -0.373985 0.05162\n", + " \u001b[1m X19 \u001b[0m -0.11292 0.399297\n", + " \u001b[1m X20 \u001b[0m -0.220993 0.260713\n" + ] + } + ], + "source": [ + "HDMjl.r_confint(HDMjl.rlassoEffects(X, Y, index = [1:p1;]), joint = true);" + ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 179, "metadata": {}, "outputs": [], "source": [] diff --git a/tutorial/python.ipynb b/tutorial/python.ipynb new file mode 100644 index 0000000..711df80 --- /dev/null +++ b/tutorial/python.ipynb @@ -0,0 +1,338 @@ +{ + "cells": [ + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 1, + "metadata": {}, + "outputs": [], + "source": [ + "# Import packages\n", + "import pandas as pd\n", + "import numpy as np\n", + "import pyreadr\n", + "import os\n", + "from urllib.request import urlopen\n", + "from sklearn import preprocessing\n", + "import patsy\n", + "\n", + "from numpy import loadtxt\n", + "from keras.models import Sequential\n", + "from keras.layers import Dense\n", + "\n", + "import hdmpy\n", + "import numpy as np\n", + "import random\n", + "import statsmodels.api as sm\n", + "import matplotlib.pyplot as plt\n", + "import numpy as np\n", + "from matplotlib import colors\n", + "from sklearn.tree import DecisionTreeRegressor\n", + "from sklearn.ensemble import RandomForestRegressor\n", + "from sklearn.ensemble import GradientBoostingRegressor\n", + "from sklearn.linear_model import LassoCV\n", + "from sklearn.preprocessing import StandardScaler\n", + "from sklearn.linear_model import RidgeCV, ElasticNetCV\n", + "from sklearn.linear_model import LinearRegression\n", + "from sklearn import linear_model\n", + "import itertools\n", + "from pandas.api.types import is_string_dtype\n", + "from pandas.api.types import is_numeric_dtype\n", + "from pandas.api.types import is_categorical_dtype\n", + "from itertools import compress\n", + "import statsmodels.api as sm\n", + "import statsmodels.formula.api as smf\n", + "from sklearn.feature_selection import SelectFromModel\n", + "from statsmodels.tools import add_constant\n", + "from sklearn.linear_model import ElasticNet\n", + "import hdmpy\n", + "from scipy.stats import chi2\n", + "from sklearn.model_selection import KFold\n", + "import warnings\n", + "warnings.filterwarnings('ignore')\n", + "\n", + "from linearmodels.iv import IV2SLS\n", + "\n", + "import numpy as np\n", + "from statsmodels.api import add_constant\n", + "from linearmodels.datasets import mroz" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(29217, 23)" + ] + }, + "execution_count": 4, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "link=\"https://github.com/cran/hdm/raw/master/data/cps2012.rda\"\n", + "response = urlopen(link)\n", + "content = response.read()\n", + "fhandle = open( 'cps2012.Rdata', 'wb')\n", + "fhandle.write(content)\n", + "fhandle.close()\n", + "result = pyreadr.read_r(\"cps2012.Rdata\")\n", + "os.remove(\"cps2012.Rdata\")\n", + "\n", + "# Extracting the data frame from rdata_read\n", + "cps2012 = result[ 'cps2012' ]\n", + "cps2012.shape" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "x_formula = \" lnw ~ -1 +(widowed + divorced + separated + nevermarried + hsd08 + hsd911 + hsg + cg + ad + mw + so + we + exp1 + exp2 + exp3)**2\"\n", + "\n", + "y_model, x_dframe = patsy.dmatrices( x_formula, cps2012 , return_type='matrix')\n", + "\n", + "x = np.asarray( x_dframe , dtype = np.float64)" + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "y_model, x_dframe2 = patsy.dmatrices( x_formula, cps2012 , return_type='dataframe')" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Index(['widowed', 'divorced', 'separated', 'nevermarried', 'hsd08', 'hsd911',\n", + " 'hsg', 'cg', 'ad', 'mw',\n", + " ...\n", + " 'so:we', 'so:exp1', 'so:exp2', 'so:exp3', 'we:exp1', 'we:exp2',\n", + " 'we:exp3', 'exp1:exp2', 'exp1:exp3', 'exp2:exp3'],\n", + " dtype='object', length=120)" + ] + }, + "execution_count": 24, + "metadata": {}, + "output_type": "execute_result" + } + ], + "source": [ + "x_dframe2.columns" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "widowed\n", + "divorced\n", + "separated\n", + "nevermarried\n", + "hsd08\n", + "hsd911\n", + "hsg\n", + "cg\n", + "ad\n", + "mw\n", + "so\n", + "we\n", + "exp1\n", + "exp2\n", + "exp3\n", + "widowed:divorced\n", + "widowed:separated\n", + "widowed:nevermarried\n", + "widowed:hsd08\n", + "widowed:hsd911\n", + "widowed:hsg\n", + "widowed:cg\n", + "widowed:ad\n", + "widowed:mw\n", + "widowed:so\n", + "widowed:we\n", + "widowed:exp1\n", + "widowed:exp2\n", + "widowed:exp3\n", + "divorced:separated\n", + "divorced:nevermarried\n", + "divorced:hsd08\n", + "divorced:hsd911\n", + "divorced:hsg\n", + "divorced:cg\n", + "divorced:ad\n", + "divorced:mw\n", + "divorced:so\n", + "divorced:we\n", + "divorced:exp1\n", + "divorced:exp2\n", + "divorced:exp3\n", + "separated:nevermarried\n", + "separated:hsd08\n", + "separated:hsd911\n", + "separated:hsg\n", + "separated:cg\n", + "separated:ad\n", + "separated:mw\n", + "separated:so\n", + "separated:we\n", + "separated:exp1\n", + "separated:exp2\n", + "separated:exp3\n", + "nevermarried:hsd08\n", + "nevermarried:hsd911\n", + "nevermarried:hsg\n", + "nevermarried:cg\n", + "nevermarried:ad\n", + "nevermarried:mw\n", + "nevermarried:so\n", + "nevermarried:we\n", + "nevermarried:exp1\n", + "nevermarried:exp2\n", + "nevermarried:exp3\n", + "hsd08:hsd911\n", + "hsd08:hsg\n", + "hsd08:cg\n", + "hsd08:ad\n", + "hsd08:mw\n", + "hsd08:so\n", + "hsd08:we\n", + "hsd08:exp1\n", + "hsd08:exp2\n", + "hsd08:exp3\n", + "hsd911:hsg\n", + "hsd911:cg\n", + "hsd911:ad\n", + "hsd911:mw\n", + "hsd911:so\n", + "hsd911:we\n", + "hsd911:exp1\n", + "hsd911:exp2\n", + "hsd911:exp3\n", + "hsg:cg\n", + "hsg:ad\n", + "hsg:mw\n", + "hsg:so\n", + "hsg:we\n", + "hsg:exp1\n", + "hsg:exp2\n", + "hsg:exp3\n", + "cg:ad\n", + "cg:mw\n", + "cg:so\n", + "cg:we\n", + "cg:exp1\n", + "cg:exp2\n", + "cg:exp3\n", + "ad:mw\n", + "ad:so\n", + "ad:we\n", + "ad:exp1\n", + "ad:exp2\n", + "ad:exp3\n", + "mw:so\n", + "mw:we\n", + "mw:exp1\n", + "mw:exp2\n", + "mw:exp3\n", + "so:we\n", + "so:exp1\n", + "so:exp2\n", + "so:exp3\n", + "we:exp1\n", + "we:exp2\n", + "we:exp3\n", + "exp1:exp2\n", + "exp1:exp3\n", + "exp2:exp3\n" + ] + } + ], + "source": [ + "for col in x_dframe2.columns:\n", + " print(col)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Python 3.9.12 ('base')", + "language": "python", + "name": "python3" + }, + "language_info": { + "codemirror_mode": { + "name": "ipython", + "version": 3 + }, + "file_extension": ".py", + "mimetype": "text/x-python", + "name": "python", + "nbconvert_exporter": "python", + "pygments_lexer": "ipython3", + "version": "3.9.12" + }, + "orig_nbformat": 4, + "vscode": { + "interpreter": { + "hash": "f08154012ddadd8e950e6e9e035c7a7b32c136e7647e9b7c77e02eb723a8bedb" + } + } + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/tutorial/r_file.ipynb b/tutorial/r_file.ipynb index ec9b81d..c9b803a 100644 --- a/tutorial/r_file.ipynb +++ b/tutorial/r_file.ipynb @@ -16,13 +16,22 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 1, "metadata": { "vscode": { "languageId": "r" } }, - "outputs": [], + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "Warning message:\n", + "\"package 'hdm' was built under R version 4.2.1\"\n" + ] + } + ], "source": [ "library(hdm)\n", "library(stats)" @@ -41,36 +50,115 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 115, "metadata": { "vscode": { "languageId": "r" } }, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "
  1. 90
  2. 63
\n" + ], + "text/latex": [ + "\\begin{enumerate*}\n", + "\\item 90\n", + "\\item 63\n", + "\\end{enumerate*}\n" + ], + "text/markdown": [ + "1. 90\n", + "2. 63\n", + "\n", + "\n" + ], + "text/plain": [ + "[1] 90 63" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "data(GrowthData)\n", + "dim(GrowthData)\n", + "## [1] 90 63\n", + "y = GrowthData[, 1, drop = F]\n", + "d = GrowthData[, 3, drop = F]\n", + "x = as.matrix(GrowthData)[, -c(1, 2, 3)]\n", + "\n", + "# a = (rlasso(x = x, y = y)" + ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 118, "metadata": { "vscode": { "languageId": "r" } }, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "Call:\n", + "rlasso.default(x = x, y = y)\n", + "\n", + "Coefficients:\n", + "(Intercept) bmp1l freeop freetar h65 hm65 \n", + " 0.05810 -0.07557 0.00000 0.00000 0.00000 0.00000 \n", + " hf65 p65 pm65 pf65 s65 sm65 \n", + " 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 \n", + " sf65 fert65 mort65 lifee065 gpop1 fert1 \n", + " 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 \n", + " mort1 invsh41 geetot1 geerec1 gde1 govwb1 \n", + " 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 \n", + " govsh41 gvxdxe41 high65 highm65 highf65 highc65 \n", + " 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 \n", + " highcm65 highcf65 human65 humanm65 humanf65 hyr65 \n", + " 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 \n", + " hyrm65 hyrf65 no65 nom65 nof65 pinstab1 \n", + " 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 \n", + " pop65 worker65 pop1565 pop6565 sec65 secm65 \n", + " 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 \n", + " secf65 secc65 seccm65 seccf65 syr65 syrm65 \n", + " 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 \n", + " syrf65 teapri65 teasec65 ex1 im1 xr65 \n", + " 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 \n", + " tot1 \n", + " 0.00000 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "rlasso(x = x, y = y)" + ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 117, "metadata": { "vscode": { "languageId": "r" } }, "outputs": [], - "source": [] + "source": [ + "a = 5" + ] }, { "cell_type": "markdown", @@ -88,7 +176,7 @@ }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 469, "metadata": { "vscode": { "languageId": "r" @@ -105,7 +193,1126 @@ "beta = rep(1, 20)\n", "y = X %*% beta + rnorm(n)\n", "dat = data.frame(y = y, X)\n", - "save(dat, file = \"../data/4_1.csv\")\n" + "#save(dat, file = \"../data/4_1.csv\")\n", + "#write.csv(dat,\"../data/4_1.csv\", row.names = FALSE)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 471, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
Estimate
0.978074548374755
Std. Error
0.0137122468163772
\n" + ], + "text/latex": [ + "\\begin{description*}\n", + "\\item[Estimate] 0.978074548374755\n", + "\\item[Std. Error] 0.0137122468163772\n", + "\\end{description*}\n" + ], + "text/markdown": [ + "Estimate\n", + ": 0.978074548374755Std. Error\n", + ": 0.0137122468163772\n", + "\n" + ], + "text/plain": [ + " Estimate Std. Error \n", + "0.97807455 0.01371225 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "# full fit\n", + "fmla = as.formula(paste(\"y ~ \", paste(colnames(X), collapse = \"+\")))\n", + "full.fit = lm(fmla, data = dat)\n", + "summary(full.fit)$coef[\"d\", 1:2]" + ] + }, + { + "cell_type": "code", + "execution_count": 485, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
Estimate
0.978074548374761
Std. Error
0.0136861583043357
\n" + ], + "text/latex": [ + "\\begin{description*}\n", + "\\item[Estimate] 0.978074548374761\n", + "\\item[Std. Error] 0.0136861583043357\n", + "\\end{description*}\n" + ], + "text/markdown": [ + "Estimate\n", + ": 0.978074548374761Std. Error\n", + ": 0.0136861583043357\n", + "\n" + ], + "text/plain": [ + " Estimate Std. Error \n", + "0.97807455 0.01368616 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "fmla.y = as.formula(paste(\"y ~ \", paste(xnames, collapse = \"+\")))\n", + "fmla.d = as.formula(paste(\"d ~ \", paste(xnames, collapse = \"+\")))\n", + "# partial fit via ols\n", + "rY = lm(fmla.y, data = dat)$res\n", + "rD = lm(fmla.d, data = dat)$res\n", + "partial.fit.ls = lm(rY ~ rD)\n", + "summary(partial.fit.ls)$coef[\"rD\", 1:2]" + ] + }, + { + "cell_type": "code", + "execution_count": 488, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
Estimate
0.972738704584573
Std. Error
0.0136867656564768
\n" + ], + "text/latex": [ + "\\begin{description*}\n", + "\\item[Estimate] 0.972738704584573\n", + "\\item[Std. Error] 0.0136867656564768\n", + "\\end{description*}\n" + ], + "text/markdown": [ + "Estimate\n", + ": 0.972738704584573Std. Error\n", + ": 0.0136867656564768\n", + "\n" + ], + "text/plain": [ + " Estimate Std. Error \n", + "0.97273870 0.01368677 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "rY = rlasso(fmla.y, data = dat)$res\n", + "rD = rlasso(fmla.d, data = dat)$res\n", + "partial.fit.postlasso = lm(rY ~ rD)\n", + "summary(partial.fit.postlasso)$coef[\"rD\", 1:2]" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 4.2. Inference: Confidence Intervals and Significance Testing. The function rlassoEffects" + ] + }, + { + "cell_type": "code", + "execution_count": 496, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [ + "set.seed(1)\n", + "n = 100 #sample size\n", + "p = 100 # number of variables\n", + "s = 3 # nubmer of non-zero variables\n", + "X = matrix(rnorm(n * p), ncol = p)\n", + "colnames(X) <- paste(\"X\", 1:p, sep = \"\")\n", + "beta = c(rep(3, s), rep(0, p - s))\n", + "y = 1 + X %*% beta + rnorm(n)\n", + "data = data.frame(cbind(y, X))\n", + "#write.csv(data,\"../data/4_2.csv\", row.names = FALSE)\n", + "colnames(data)[1] <- \"y\"\n", + "fm = paste(\"y ~\", paste(colnames(X), collapse = \"+\"))\n", + "fm = as.formula(fm)" + ] + }, + { + "cell_type": "code", + "execution_count": 497, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Call:\n", + "rlassoEffects.formula(formula = fm, data = data, I = ~X1 + X2 + \n", + " X3 + X50)\n", + "\n", + "Coefficients:\n", + " X1 X2 X3 X50 \n", + "2.94448 3.04127 2.97540 0.07196 \n", + "\n" + ] + } + ], + "source": [ + "# lasso.effect = rlassoEffects(X, y, index=c(1,2,3,50))\n", + "lasso.effect = rlassoEffects(fm, I = ~X1 + X2 + X3 + X50, data = data)\n", + "print(lasso.effect)" + ] + }, + { + "cell_type": "code", + "execution_count": 499, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[1] \"Estimates and significance testing of the effect of target variables\"\n", + " Estimate. Std. Error t value Pr(>|t|) \n", + "X1 2.94448 0.08815 33.404 <2e-16 ***\n", + "X2 3.04127 0.08389 36.253 <2e-16 ***\n", + "X3 2.97540 0.07804 38.127 <2e-16 ***\n", + "X50 0.07196 0.07765 0.927 0.354 \n", + "---\n", + "Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "summary(lasso.effect)" + ] + }, + { + "cell_type": "code", + "execution_count": 500, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "\t\n", + "\n", + "\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\n", + "
A matrix: 4 × 2 of type dbl
2.5 %97.5 %
X1 2.771713083.1172421
X2 2.876851213.2056979
X3 2.822449623.1283583
X50-0.080227080.2241377
\n" + ], + "text/latex": [ + "A matrix: 4 × 2 of type dbl\n", + "\\begin{tabular}{r|ll}\n", + " & 2.5 \\% & 97.5 \\%\\\\\n", + "\\hline\n", + "\tX1 & 2.77171308 & 3.1172421\\\\\n", + "\tX2 & 2.87685121 & 3.2056979\\\\\n", + "\tX3 & 2.82244962 & 3.1283583\\\\\n", + "\tX50 & -0.08022708 & 0.2241377\\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "A matrix: 4 × 2 of type dbl\n", + "\n", + "| | 2.5 % | 97.5 % |\n", + "|---|---|---|\n", + "| X1 | 2.77171308 | 3.1172421 |\n", + "| X2 | 2.87685121 | 3.2056979 |\n", + "| X3 | 2.82244962 | 3.1283583 |\n", + "| X50 | -0.08022708 | 0.2241377 |\n", + "\n" + ], + "text/plain": [ + " 2.5 % 97.5 % \n", + "X1 2.77171308 3.1172421\n", + "X2 2.87685121 3.2056979\n", + "X3 2.82244962 3.1283583\n", + "X50 -0.08022708 0.2241377" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "confint(lasso.effect)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 501, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "\t\n", + "\n", + "\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\n", + "
A matrix: 4 × 2 of type dbl
2.5 %97.5 %
X1 2.72794773.1610075
X2 2.83712143.2454278
X3 2.78331763.1674903
X50-0.11545090.2593615
\n" + ], + "text/latex": [ + "A matrix: 4 × 2 of type dbl\n", + "\\begin{tabular}{r|ll}\n", + " & 2.5 \\% & 97.5 \\%\\\\\n", + "\\hline\n", + "\tX1 & 2.7279477 & 3.1610075\\\\\n", + "\tX2 & 2.8371214 & 3.2454278\\\\\n", + "\tX3 & 2.7833176 & 3.1674903\\\\\n", + "\tX50 & -0.1154509 & 0.2593615\\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "A matrix: 4 × 2 of type dbl\n", + "\n", + "| | 2.5 % | 97.5 % |\n", + "|---|---|---|\n", + "| X1 | 2.7279477 | 3.1610075 |\n", + "| X2 | 2.8371214 | 3.2454278 |\n", + "| X3 | 2.7833176 | 3.1674903 |\n", + "| X50 | -0.1154509 | 0.2593615 |\n", + "\n" + ], + "text/plain": [ + " 2.5 % 97.5 % \n", + "X1 2.7279477 3.1610075\n", + "X2 2.8371214 3.2454278\n", + "X3 2.7833176 3.1674903\n", + "X50 -0.1154509 0.2593615" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "confint(lasso.effect, level = 0.95, joint = TRUE)\n" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 4.3. Application: the effect of gender on wage." + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "
  1. 29217
  2. 136
\n" + ], + "text/latex": [ + "\\begin{enumerate*}\n", + "\\item 29217\n", + "\\item 136\n", + "\\end{enumerate*}\n" + ], + "text/markdown": [ + "1. 29217\n", + "2. 136\n", + "\n", + "\n" + ], + "text/plain": [ + "[1] 29217 136" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "library(hdm)\n", + "data(cps2012)\n", + "X <- model.matrix(~-1 + female + female:(widowed + divorced + separated + nevermarried +\n", + "hsd08 + hsd911 + hsg + cg + ad + mw + so + we + exp1 + exp2 + exp3) + +(widowed +\n", + "divorced + separated + nevermarried + hsd08 + hsd911 + hsg + cg + ad + mw + so +\n", + "we + exp1 + exp2 + exp3)^2, data = cps2012)\n", + "dim(X)" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "
  1. 29217
  2. 116
\n" + ], + "text/latex": [ + "\\begin{enumerate*}\n", + "\\item 29217\n", + "\\item 116\n", + "\\end{enumerate*}\n" + ], + "text/markdown": [ + "1. 29217\n", + "2. 116\n", + "\n", + "\n" + ], + "text/plain": [ + "[1] 29217 116" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "X <- X[, which(apply(X, 2, var) != 0)] # exclude all constant variables\n", + "dim(X)" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "
  1. 1
  2. 17
  3. 18
  4. 19
  5. 20
  6. 21
  7. 22
  8. 23
  9. 24
  10. 25
  11. 26
  12. 27
  13. 28
  14. 29
  15. 30
  16. 31
\n" + ], + "text/latex": [ + "\\begin{enumerate*}\n", + "\\item 1\n", + "\\item 17\n", + "\\item 18\n", + "\\item 19\n", + "\\item 20\n", + "\\item 21\n", + "\\item 22\n", + "\\item 23\n", + "\\item 24\n", + "\\item 25\n", + "\\item 26\n", + "\\item 27\n", + "\\item 28\n", + "\\item 29\n", + "\\item 30\n", + "\\item 31\n", + "\\end{enumerate*}\n" + ], + "text/markdown": [ + "1. 1\n", + "2. 17\n", + "3. 18\n", + "4. 19\n", + "5. 20\n", + "6. 21\n", + "7. 22\n", + "8. 23\n", + "9. 24\n", + "10. 25\n", + "11. 26\n", + "12. 27\n", + "13. 28\n", + "14. 29\n", + "15. 30\n", + "16. 31\n", + "\n", + "\n" + ], + "text/plain": [ + " [1] 1 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "index.gender <- grep(\"female\", colnames(X))\n", + "index.gender" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [ + "index.gender <- grep(\"female\", colnames(X))\n", + "y <- cps2012$lnw" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[1] \"Estimates and significance testing of the effect of target variables\"\n", + " Estimate. Std. Error t value Pr(>|t|) \n", + "female -0.154923 0.050162 -3.088 0.002012 ** \n", + "female:widowed 0.136095 0.090663 1.501 0.133325 \n", + "female:divorced 0.136939 0.022182 6.174 6.68e-10 ***\n", + "female:separated 0.023303 0.053212 0.438 0.661441 \n", + "female:nevermarried 0.186853 0.019942 9.370 < 2e-16 ***\n", + "female:hsd08 0.027810 0.120914 0.230 0.818092 \n", + "female:hsd911 -0.119335 0.051880 -2.300 0.021435 * \n", + "female:hsg -0.012890 0.019223 -0.671 0.502518 \n", + "female:cg 0.010139 0.018327 0.553 0.580114 \n", + "female:ad -0.030464 0.021806 -1.397 0.162405 \n", + "female:mw -0.001063 0.019192 -0.055 0.955811 \n", + "female:so -0.008183 0.019357 -0.423 0.672468 \n", + "female:we -0.004226 0.021168 -0.200 0.841760 \n", + "female:exp1 0.004935 0.007804 0.632 0.527139 \n", + "female:exp2 -0.159519 0.045300 -3.521 0.000429 ***\n", + "female:exp3 0.038451 0.007861 4.891 1.00e-06 ***\n", + "---\n", + "Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "effects.female <- rlassoEffects(x = X, y = y, index = index.gender)\n", + "summary(effects.female)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "\t\n", + "\n", + "\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\n", + "
A matrix: 29217 × 16 of type dbl
femalefemale:widowedfemale:divorcedfemale:separatedfemale:nevermarriedfemale:hsd08female:hsd911female:hsgfemale:cgfemale:adfemale:mwfemale:sofemale:wefemale:exp1female:exp2female:exp3
1663459100000000000022.04.840010.648000
1663462100000100000030.09.000027.000000
16634630000000000000 0.00.0000 0.000000
1663465100000010000014.01.9600 2.744000
16634680000000000000 0.00.0000 0.000000
16634690000000000000 0.00.0000 0.000000
16634730000000000000 0.00.0000 0.000000
16634750000000000000 0.00.0000 0.000000
16634760000000000000 0.00.0000 0.000000
1663477100000000000015.52.4025 3.723875
16634800000000000000 0.00.0000 0.000000
16634811000000001000 7.00.4900 0.343000
16634820000000000000 0.00.0000 0.000000
16634830000000000000 0.00.0000 0.000000
1663485101000000000020.54.2025 8.615125
16634900000000000000 0.00.0000 0.000000
16634940000000000000 0.00.0000 0.000000
16634970000000000000 0.00.0000 0.000000
16634980000000000000 0.00.0000 0.000000
1663500100010001000015.02.2500 3.375000
16635030000000000000 0.00.0000 0.000000
1663508100000000000016.02.5600 4.096000
16635090000000000000 0.00.0000 0.000000
16635110000000000000 0.00.0000 0.000000
16635121000100000000 6.00.3600 0.216000
16635130000000000000 0.00.0000 0.000000
16635160000000000000 0.00.0000 0.000000
1663517100000001000020.04.0000 8.000000
16635191000000001000 6.00.3600 0.216000
16635210000000000000 0.00.0000 0.000000
⋮⋮⋮⋮⋮⋮⋮⋮⋮⋮⋮⋮⋮⋮⋮⋮⋮
17128201000100010001111.21 1.331
17128210000000000000 00.00 0.000
17128261000000000001224.8410.648
17128300000000000000 00.00 0.000
17128320000000000000 00.00 0.000
17128360000000000000 00.00 0.000
17128371000000100001141.96 2.744
17128400000000000000 00.00 0.000
17128411000000010001111.21 1.331
17128420000000000000 00.00 0.000
17128440000000000000 00.00 0.000
17128450000000000000 00.00 0.000
17128460000000000000 00.00 0.000
17128470000000000000 00.00 0.000
17128480000000000000 00.00 0.000
17128491000000001001256.2515.625
17128501010000000001121.44 1.728
17128511000100010001 30.09 0.027
17128531000000010001152.25 3.375
17128550000000000000 00.00 0.000
17128601000100000001183.24 5.832
17128621000100010001 50.25 0.125
17128640000000000000 00.00 0.000
17128650000000000000 00.00 0.000
17128661000000100001162.56 4.096
17128670000000000000 00.00 0.000
17128681000100001001162.56 4.096
17128691000000000001214.41 9.261
17128700000000000000 00.00 0.000
17128711000000001001 20.04 0.008
\n" + ], + "text/latex": [ + "A matrix: 29217 × 16 of type dbl\n", + "\\begin{tabular}{r|llllllllllllllll}\n", + " & female & female:widowed & female:divorced & female:separated & female:nevermarried & female:hsd08 & female:hsd911 & female:hsg & female:cg & female:ad & female:mw & female:so & female:we & female:exp1 & female:exp2 & female:exp3\\\\\n", + "\\hline\n", + "\t1663459 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 22.0 & 4.8400 & 10.648000\\\\\n", + "\t1663462 & 1 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 30.0 & 9.0000 & 27.000000\\\\\n", + "\t1663463 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", + "\t1663465 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 14.0 & 1.9600 & 2.744000\\\\\n", + "\t1663468 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", + "\t1663469 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", + "\t1663473 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", + "\t1663475 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", + "\t1663476 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", + "\t1663477 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 15.5 & 2.4025 & 3.723875\\\\\n", + "\t1663480 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", + "\t1663481 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 7.0 & 0.4900 & 0.343000\\\\\n", + "\t1663482 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", + "\t1663483 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", + "\t1663485 & 1 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 20.5 & 4.2025 & 8.615125\\\\\n", + "\t1663490 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", + "\t1663494 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", + "\t1663497 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", + "\t1663498 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", + "\t1663500 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 15.0 & 2.2500 & 3.375000\\\\\n", + "\t1663503 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", + "\t1663508 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 16.0 & 2.5600 & 4.096000\\\\\n", + "\t1663509 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", + "\t1663511 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", + "\t1663512 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 6.0 & 0.3600 & 0.216000\\\\\n", + "\t1663513 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", + "\t1663516 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", + "\t1663517 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 20.0 & 4.0000 & 8.000000\\\\\n", + "\t1663519 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 6.0 & 0.3600 & 0.216000\\\\\n", + "\t1663521 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", + "\t⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮\\\\\n", + "\t1712820 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 1 & 11 & 1.21 & 1.331\\\\\n", + "\t1712821 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", + "\t1712826 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 22 & 4.84 & 10.648\\\\\n", + "\t1712830 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", + "\t1712832 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", + "\t1712836 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", + "\t1712837 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 1 & 14 & 1.96 & 2.744\\\\\n", + "\t1712840 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", + "\t1712841 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 1 & 11 & 1.21 & 1.331\\\\\n", + "\t1712842 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", + "\t1712844 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", + "\t1712845 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", + "\t1712846 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", + "\t1712847 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", + "\t1712848 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", + "\t1712849 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 1 & 25 & 6.25 & 15.625\\\\\n", + "\t1712850 & 1 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 12 & 1.44 & 1.728\\\\\n", + "\t1712851 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 1 & 3 & 0.09 & 0.027\\\\\n", + "\t1712853 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 1 & 15 & 2.25 & 3.375\\\\\n", + "\t1712855 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", + "\t1712860 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 18 & 3.24 & 5.832\\\\\n", + "\t1712862 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 1 & 5 & 0.25 & 0.125\\\\\n", + "\t1712864 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", + "\t1712865 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", + "\t1712866 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 1 & 16 & 2.56 & 4.096\\\\\n", + "\t1712867 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", + "\t1712868 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 1 & 16 & 2.56 & 4.096\\\\\n", + "\t1712869 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 21 & 4.41 & 9.261\\\\\n", + "\t1712870 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", + "\t1712871 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 1 & 2 & 0.04 & 0.008\\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "A matrix: 29217 × 16 of type dbl\n", + "\n", + "| | female | female:widowed | female:divorced | female:separated | female:nevermarried | female:hsd08 | female:hsd911 | female:hsg | female:cg | female:ad | female:mw | female:so | female:we | female:exp1 | female:exp2 | female:exp3 |\n", + "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", + "| 1663459 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 22.0 | 4.8400 | 10.648000 |\n", + "| 1663462 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 30.0 | 9.0000 | 27.000000 |\n", + "| 1663463 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", + "| 1663465 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 14.0 | 1.9600 | 2.744000 |\n", + "| 1663468 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", + "| 1663469 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", + "| 1663473 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", + "| 1663475 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", + "| 1663476 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", + "| 1663477 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 15.5 | 2.4025 | 3.723875 |\n", + "| 1663480 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", + "| 1663481 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 7.0 | 0.4900 | 0.343000 |\n", + "| 1663482 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", + "| 1663483 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", + "| 1663485 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 20.5 | 4.2025 | 8.615125 |\n", + "| 1663490 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", + "| 1663494 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", + "| 1663497 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", + "| 1663498 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", + "| 1663500 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 15.0 | 2.2500 | 3.375000 |\n", + "| 1663503 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", + "| 1663508 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 16.0 | 2.5600 | 4.096000 |\n", + "| 1663509 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", + "| 1663511 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", + "| 1663512 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6.0 | 0.3600 | 0.216000 |\n", + "| 1663513 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", + "| 1663516 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", + "| 1663517 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 20.0 | 4.0000 | 8.000000 |\n", + "| 1663519 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 6.0 | 0.3600 | 0.216000 |\n", + "| 1663521 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", + "| ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |\n", + "| 1712820 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 11 | 1.21 | 1.331 |\n", + "| 1712821 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", + "| 1712826 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 22 | 4.84 | 10.648 |\n", + "| 1712830 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", + "| 1712832 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", + "| 1712836 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", + "| 1712837 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 14 | 1.96 | 2.744 |\n", + "| 1712840 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", + "| 1712841 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 11 | 1.21 | 1.331 |\n", + "| 1712842 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", + "| 1712844 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", + "| 1712845 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", + "| 1712846 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", + "| 1712847 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", + "| 1712848 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", + "| 1712849 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 25 | 6.25 | 15.625 |\n", + "| 1712850 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 12 | 1.44 | 1.728 |\n", + "| 1712851 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 3 | 0.09 | 0.027 |\n", + "| 1712853 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 15 | 2.25 | 3.375 |\n", + "| 1712855 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", + "| 1712860 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 18 | 3.24 | 5.832 |\n", + "| 1712862 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 5 | 0.25 | 0.125 |\n", + "| 1712864 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", + "| 1712865 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", + "| 1712866 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 16 | 2.56 | 4.096 |\n", + "| 1712867 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", + "| 1712868 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 16 | 2.56 | 4.096 |\n", + "| 1712869 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 21 | 4.41 | 9.261 |\n", + "| 1712870 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", + "| 1712871 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 2 | 0.04 | 0.008 |\n", + "\n" + ], + "text/plain": [ + " female female:widowed female:divorced female:separated\n", + "1663459 1 0 0 0 \n", + "1663462 1 0 0 0 \n", + "1663463 0 0 0 0 \n", + "1663465 1 0 0 0 \n", + "1663468 0 0 0 0 \n", + "1663469 0 0 0 0 \n", + "1663473 0 0 0 0 \n", + "1663475 0 0 0 0 \n", + "1663476 0 0 0 0 \n", + "1663477 1 0 0 0 \n", + "1663480 0 0 0 0 \n", + "1663481 1 0 0 0 \n", + "1663482 0 0 0 0 \n", + "1663483 0 0 0 0 \n", + "1663485 1 0 1 0 \n", + "1663490 0 0 0 0 \n", + "1663494 0 0 0 0 \n", + "1663497 0 0 0 0 \n", + "1663498 0 0 0 0 \n", + "1663500 1 0 0 0 \n", + "1663503 0 0 0 0 \n", + "1663508 1 0 0 0 \n", + "1663509 0 0 0 0 \n", + "1663511 0 0 0 0 \n", + "1663512 1 0 0 0 \n", + "1663513 0 0 0 0 \n", + "1663516 0 0 0 0 \n", + "1663517 1 0 0 0 \n", + "1663519 1 0 0 0 \n", + "1663521 0 0 0 0 \n", + "⋮ ⋮ ⋮ ⋮ ⋮ \n", + "1712820 1 0 0 0 \n", + "1712821 0 0 0 0 \n", + "1712826 1 0 0 0 \n", + "1712830 0 0 0 0 \n", + "1712832 0 0 0 0 \n", + "1712836 0 0 0 0 \n", + "1712837 1 0 0 0 \n", + "1712840 0 0 0 0 \n", + "1712841 1 0 0 0 \n", + "1712842 0 0 0 0 \n", + "1712844 0 0 0 0 \n", + "1712845 0 0 0 0 \n", + "1712846 0 0 0 0 \n", + "1712847 0 0 0 0 \n", + "1712848 0 0 0 0 \n", + "1712849 1 0 0 0 \n", + "1712850 1 0 1 0 \n", + "1712851 1 0 0 0 \n", + "1712853 1 0 0 0 \n", + "1712855 0 0 0 0 \n", + "1712860 1 0 0 0 \n", + "1712862 1 0 0 0 \n", + "1712864 0 0 0 0 \n", + "1712865 0 0 0 0 \n", + "1712866 1 0 0 0 \n", + "1712867 0 0 0 0 \n", + "1712868 1 0 0 0 \n", + "1712869 1 0 0 0 \n", + "1712870 0 0 0 0 \n", + "1712871 1 0 0 0 \n", + " female:nevermarried female:hsd08 female:hsd911 female:hsg female:cg\n", + "1663459 0 0 0 0 0 \n", + "1663462 0 0 1 0 0 \n", + "1663463 0 0 0 0 0 \n", + "1663465 0 0 0 1 0 \n", + "1663468 0 0 0 0 0 \n", + "1663469 0 0 0 0 0 \n", + "1663473 0 0 0 0 0 \n", + "1663475 0 0 0 0 0 \n", + "1663476 0 0 0 0 0 \n", + "1663477 0 0 0 0 0 \n", + "1663480 0 0 0 0 0 \n", + "1663481 0 0 0 0 0 \n", + "1663482 0 0 0 0 0 \n", + "1663483 0 0 0 0 0 \n", + "1663485 0 0 0 0 0 \n", + "1663490 0 0 0 0 0 \n", + "1663494 0 0 0 0 0 \n", + "1663497 0 0 0 0 0 \n", + "1663498 0 0 0 0 0 \n", + "1663500 1 0 0 0 1 \n", + "1663503 0 0 0 0 0 \n", + "1663508 0 0 0 0 0 \n", + "1663509 0 0 0 0 0 \n", + "1663511 0 0 0 0 0 \n", + "1663512 1 0 0 0 0 \n", + "1663513 0 0 0 0 0 \n", + "1663516 0 0 0 0 0 \n", + "1663517 0 0 0 0 1 \n", + "1663519 0 0 0 0 0 \n", + "1663521 0 0 0 0 0 \n", + "⋮ ⋮ ⋮ ⋮ ⋮ ⋮ \n", + "1712820 1 0 0 0 1 \n", + "1712821 0 0 0 0 0 \n", + "1712826 0 0 0 0 0 \n", + "1712830 0 0 0 0 0 \n", + "1712832 0 0 0 0 0 \n", + "1712836 0 0 0 0 0 \n", + "1712837 0 0 0 1 0 \n", + "1712840 0 0 0 0 0 \n", + "1712841 0 0 0 0 1 \n", + "1712842 0 0 0 0 0 \n", + "1712844 0 0 0 0 0 \n", + "1712845 0 0 0 0 0 \n", + "1712846 0 0 0 0 0 \n", + "1712847 0 0 0 0 0 \n", + "1712848 0 0 0 0 0 \n", + "1712849 0 0 0 0 0 \n", + "1712850 0 0 0 0 0 \n", + "1712851 1 0 0 0 1 \n", + "1712853 0 0 0 0 1 \n", + "1712855 0 0 0 0 0 \n", + "1712860 1 0 0 0 0 \n", + "1712862 1 0 0 0 1 \n", + "1712864 0 0 0 0 0 \n", + "1712865 0 0 0 0 0 \n", + "1712866 0 0 0 1 0 \n", + "1712867 0 0 0 0 0 \n", + "1712868 1 0 0 0 0 \n", + "1712869 0 0 0 0 0 \n", + "1712870 0 0 0 0 0 \n", + "1712871 0 0 0 0 0 \n", + " female:ad female:mw female:so female:we female:exp1 female:exp2\n", + "1663459 0 0 0 0 22.0 4.8400 \n", + "1663462 0 0 0 0 30.0 9.0000 \n", + "1663463 0 0 0 0 0.0 0.0000 \n", + "1663465 0 0 0 0 14.0 1.9600 \n", + "1663468 0 0 0 0 0.0 0.0000 \n", + "1663469 0 0 0 0 0.0 0.0000 \n", + "1663473 0 0 0 0 0.0 0.0000 \n", + "1663475 0 0 0 0 0.0 0.0000 \n", + "1663476 0 0 0 0 0.0 0.0000 \n", + "1663477 0 0 0 0 15.5 2.4025 \n", + "1663480 0 0 0 0 0.0 0.0000 \n", + "1663481 1 0 0 0 7.0 0.4900 \n", + "1663482 0 0 0 0 0.0 0.0000 \n", + "1663483 0 0 0 0 0.0 0.0000 \n", + "1663485 0 0 0 0 20.5 4.2025 \n", + "1663490 0 0 0 0 0.0 0.0000 \n", + "1663494 0 0 0 0 0.0 0.0000 \n", + "1663497 0 0 0 0 0.0 0.0000 \n", + "1663498 0 0 0 0 0.0 0.0000 \n", + "1663500 0 0 0 0 15.0 2.2500 \n", + "1663503 0 0 0 0 0.0 0.0000 \n", + "1663508 0 0 0 0 16.0 2.5600 \n", + "1663509 0 0 0 0 0.0 0.0000 \n", + "1663511 0 0 0 0 0.0 0.0000 \n", + "1663512 0 0 0 0 6.0 0.3600 \n", + "1663513 0 0 0 0 0.0 0.0000 \n", + "1663516 0 0 0 0 0.0 0.0000 \n", + "1663517 0 0 0 0 20.0 4.0000 \n", + "1663519 1 0 0 0 6.0 0.3600 \n", + "1663521 0 0 0 0 0.0 0.0000 \n", + "⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ \n", + "1712820 0 0 0 1 11 1.21 \n", + "1712821 0 0 0 0 0 0.00 \n", + "1712826 0 0 0 1 22 4.84 \n", + "1712830 0 0 0 0 0 0.00 \n", + "1712832 0 0 0 0 0 0.00 \n", + "1712836 0 0 0 0 0 0.00 \n", + "1712837 0 0 0 1 14 1.96 \n", + "1712840 0 0 0 0 0 0.00 \n", + "1712841 0 0 0 1 11 1.21 \n", + "1712842 0 0 0 0 0 0.00 \n", + "1712844 0 0 0 0 0 0.00 \n", + "1712845 0 0 0 0 0 0.00 \n", + "1712846 0 0 0 0 0 0.00 \n", + "1712847 0 0 0 0 0 0.00 \n", + "1712848 0 0 0 0 0 0.00 \n", + "1712849 1 0 0 1 25 6.25 \n", + "1712850 0 0 0 1 12 1.44 \n", + "1712851 0 0 0 1 3 0.09 \n", + "1712853 0 0 0 1 15 2.25 \n", + "1712855 0 0 0 0 0 0.00 \n", + "1712860 0 0 0 1 18 3.24 \n", + "1712862 0 0 0 1 5 0.25 \n", + "1712864 0 0 0 0 0 0.00 \n", + "1712865 0 0 0 0 0 0.00 \n", + "1712866 0 0 0 1 16 2.56 \n", + "1712867 0 0 0 0 0 0.00 \n", + "1712868 1 0 0 1 16 2.56 \n", + "1712869 0 0 0 1 21 4.41 \n", + "1712870 0 0 0 0 0 0.00 \n", + "1712871 1 0 0 1 2 0.04 \n", + " female:exp3\n", + "1663459 10.648000 \n", + "1663462 27.000000 \n", + "1663463 0.000000 \n", + "1663465 2.744000 \n", + "1663468 0.000000 \n", + "1663469 0.000000 \n", + "1663473 0.000000 \n", + "1663475 0.000000 \n", + "1663476 0.000000 \n", + "1663477 3.723875 \n", + "1663480 0.000000 \n", + "1663481 0.343000 \n", + "1663482 0.000000 \n", + "1663483 0.000000 \n", + "1663485 8.615125 \n", + "1663490 0.000000 \n", + "1663494 0.000000 \n", + "1663497 0.000000 \n", + "1663498 0.000000 \n", + "1663500 3.375000 \n", + "1663503 0.000000 \n", + "1663508 4.096000 \n", + "1663509 0.000000 \n", + "1663511 0.000000 \n", + "1663512 0.216000 \n", + "1663513 0.000000 \n", + "1663516 0.000000 \n", + "1663517 8.000000 \n", + "1663519 0.216000 \n", + "1663521 0.000000 \n", + "⋮ ⋮ \n", + "1712820 1.331 \n", + "1712821 0.000 \n", + "1712826 10.648 \n", + "1712830 0.000 \n", + "1712832 0.000 \n", + "1712836 0.000 \n", + "1712837 2.744 \n", + "1712840 0.000 \n", + "1712841 1.331 \n", + "1712842 0.000 \n", + "1712844 0.000 \n", + "1712845 0.000 \n", + "1712846 0.000 \n", + "1712847 0.000 \n", + "1712848 0.000 \n", + "1712849 15.625 \n", + "1712850 1.728 \n", + "1712851 0.027 \n", + "1712853 3.375 \n", + "1712855 0.000 \n", + "1712860 5.832 \n", + "1712862 0.125 \n", + "1712864 0.000 \n", + "1712865 0.000 \n", + "1712866 4.096 \n", + "1712867 0.000 \n", + "1712868 4.096 \n", + "1712869 9.261 \n", + "1712870 0.000 \n", + "1712871 0.008 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "X[, index.gender]" ] }, { @@ -152,6 +1359,1060 @@ "outputs": [], "source": [] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 4.4. Application: Estimation of the treatment effect in a linear model with many confounding factors" + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "
  1. 90
  2. 63
\n" + ], + "text/latex": [ + "\\begin{enumerate*}\n", + "\\item 90\n", + "\\item 63\n", + "\\end{enumerate*}\n" + ], + "text/markdown": [ + "1. 90\n", + "2. 63\n", + "\n", + "\n" + ], + "text/plain": [ + "[1] 90 63" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "data(GrowthData)\n", + "dim(GrowthData)\n", + "## [1] 90 63\n", + "y = GrowthData[, 1, drop = F]\n", + "d = GrowthData[, 3, drop = F]\n", + "X = as.matrix(GrowthData)[, -c(1, 2, 3)]\n", + "varnames = colnames(GrowthData)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [ + "xnames = varnames[-c(1, 2, 3)] # names of X variables\n", + "dandxnames = varnames[-c(1, 2)] # names of D and X variables\n", + "# create formulas by pasting names (this saves typing times)\n", + "fmla = as.formula(paste(\"Outcome ~ \", paste(dandxnames, collapse = \"+\")))\n", + "ls.effect = lm(fmla, data = GrowthData)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "Call:\n", + "lm(formula = fmla, data = GrowthData)\n", + "\n", + "Coefficients:\n", + "(Intercept) gdpsh465 bmp1l freeop freetar h65 \n", + " 2.472e-01 -9.378e-03 -6.886e-02 8.007e-02 -4.890e-01 -2.362e+00 \n", + " hm65 hf65 p65 pm65 pf65 s65 \n", + " 7.071e-01 1.693e+00 2.655e-01 1.370e-01 -3.313e-01 3.908e-02 \n", + " sm65 sf65 fert65 mort65 lifee065 gpop1 \n", + " -3.067e-02 -1.799e-01 6.881e-03 -2.335e-01 -1.491e-02 9.702e-01 \n", + " fert1 mort1 invsh41 geetot1 geerec1 gde1 \n", + " 8.838e-03 6.656e-02 7.446e-02 -7.151e-01 6.300e-01 -4.436e-01 \n", + " govwb1 govsh41 gvxdxe41 high65 highm65 highf65 \n", + " 3.375e-01 4.632e-01 -7.934e-01 -7.525e-01 -3.903e-01 -4.177e-01 \n", + " highc65 highcm65 highcf65 human65 humanm65 humanf65 \n", + " -2.216e+00 2.797e-01 3.921e-01 2.337e+00 -1.209e+00 -1.104e+00 \n", + " hyr65 hyrm65 hyrf65 no65 nom65 nof65 \n", + " 5.491e+01 1.294e+01 9.093e+00 3.721e-02 -2.120e-02 -1.686e-02 \n", + " pinstab1 pop65 worker65 pop1565 pop6565 sec65 \n", + " -4.997e-02 1.032e-07 3.408e-02 -4.655e-01 -1.357e+00 -1.089e-02 \n", + " secm65 secf65 secc65 seccm65 seccf65 syr65 \n", + " 3.344e-03 -2.304e-03 -4.915e-01 2.596e-01 2.207e-01 -7.556e-01 \n", + " syrm65 syrf65 teapri65 teasec65 ex1 im1 \n", + " 3.109e-01 7.593e-01 3.955e-05 2.497e-04 -5.804e-01 5.914e-01 \n", + " xr65 tot1 \n", + " -1.038e-04 -1.279e-01 \n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ls.effect" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[1] \"Estimates and significance testing of the effect of target variables\"\n", + " Estimate. Std. Error t value Pr(>|t|) \n", + "[1,] -0.04981 0.01394 -3.574 0.000351 ***\n", + "---\n", + "Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dX = as.matrix(cbind(d, X))\n", + "lasso.effect = rlassoEffect(x = X, y = y, d = d, method = \"partialling out\")\n", + "summary(lasso.effect)" + ] + }, + { + "cell_type": "code", + "execution_count": 121, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[1] \"Estimates and significance testing of the effect of target variables\"\n", + " Estimate. Std. Error t value Pr(>|t|) \n", + "[1,] -0.04981 0.01394 -3.574 0.000351 ***\n", + "---\n", + "Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "lasso.effect = rlassoEffect(x = X, y = y, d = d, method = \"partialling out\")\n", + "summary(lasso.effect)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 122, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [ + "doublesel.effect = rlassoEffect(x = X, y = y, d = d, method = \"double selection\")" + ] + }, + { + "cell_type": "code", + "execution_count": 123, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "[1] \"Estimates and significance testing of the effect of target variables\"\n", + " Estimate. Std. Error t value Pr(>|t|) \n", + "gdpsh465 -0.05001 0.01579 -3.167 0.00154 **\n", + "---\n", + "Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "summary(doublesel.effect)" + ] + }, + { + "cell_type": "code", + "execution_count": 495, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "\n", + "Call:\n", + "lm(formula = fmla, data = GrowthData)\n", + "\n", + "Residuals:\n", + " Min 1Q Median 3Q Max \n", + "-0.040338 -0.011298 -0.000863 0.011813 0.043247 \n", + "\n", + "Coefficients:\n", + " Estimate Std. Error t value Pr(>|t|) \n", + "(Intercept) 2.472e-01 7.845e-01 0.315 0.75506 \n", + "gdpsh465 -9.378e-03 2.989e-02 -0.314 0.75602 \n", + "bmp1l -6.886e-02 3.253e-02 -2.117 0.04329 * \n", + "freeop 8.007e-02 2.079e-01 0.385 0.70300 \n", + "freetar -4.890e-01 4.182e-01 -1.169 0.25214 \n", + "h65 -2.362e+00 8.573e-01 -2.755 0.01019 * \n", + "hm65 7.071e-01 5.231e-01 1.352 0.18729 \n", + "hf65 1.693e+00 5.032e-01 3.365 0.00223 **\n", + "p65 2.655e-01 1.643e-01 1.616 0.11727 \n", + "pm65 1.370e-01 1.512e-01 0.906 0.37284 \n", + "pf65 -3.313e-01 1.651e-01 -2.006 0.05458 . \n", + "s65 3.908e-02 1.855e-01 0.211 0.83469 \n", + "sm65 -3.067e-02 1.168e-01 -0.263 0.79479 \n", + "sf65 -1.799e-01 1.181e-01 -1.523 0.13886 \n", + "fert65 6.881e-03 2.705e-02 0.254 0.80108 \n", + "mort65 -2.335e-01 8.174e-01 -0.286 0.77729 \n", + "lifee065 -1.491e-02 1.933e-01 -0.077 0.93906 \n", + "gpop1 9.702e-01 1.812e+00 0.535 0.59663 \n", + "fert1 8.838e-03 3.504e-02 0.252 0.80271 \n", + "mort1 6.656e-02 6.848e-01 0.097 0.92326 \n", + "invsh41 7.446e-02 1.084e-01 0.687 0.49797 \n", + "geetot1 -7.151e-01 1.680e+00 -0.426 0.67364 \n", + "geerec1 6.300e-01 2.447e+00 0.257 0.79874 \n", + "gde1 -4.436e-01 1.671e+00 -0.265 0.79263 \n", + "govwb1 3.375e-01 4.380e-01 0.770 0.44748 \n", + "govsh41 4.632e-01 1.925e+00 0.241 0.81165 \n", + "gvxdxe41 -7.934e-01 2.059e+00 -0.385 0.70296 \n", + "high65 -7.525e-01 9.057e-01 -0.831 0.41311 \n", + "highm65 -3.903e-01 6.812e-01 -0.573 0.57131 \n", + "highf65 -4.177e-01 5.615e-01 -0.744 0.46308 \n", + "highc65 -2.216e+00 1.481e+00 -1.496 0.14575 \n", + "highcm65 2.797e-01 6.582e-01 0.425 0.67412 \n", + "highcf65 3.921e-01 7.660e-01 0.512 0.61278 \n", + "human65 2.337e+00 3.307e+00 0.707 0.48559 \n", + "humanm65 -1.209e+00 1.619e+00 -0.747 0.46121 \n", + "humanf65 -1.104e+00 1.685e+00 -0.655 0.51763 \n", + "hyr65 5.491e+01 2.389e+01 2.299 0.02918 * \n", + "hyrm65 1.294e+01 2.317e+01 0.558 0.58112 \n", + "hyrf65 9.093e+00 1.767e+01 0.515 0.61088 \n", + "no65 3.721e-02 1.320e-01 0.282 0.78006 \n", + "nom65 -2.120e-02 6.496e-02 -0.326 0.74661 \n", + "nof65 -1.686e-02 6.700e-02 -0.252 0.80319 \n", + "pinstab1 -4.997e-02 3.092e-02 -1.616 0.11729 \n", + "pop65 1.032e-07 1.318e-07 0.783 0.44027 \n", + "worker65 3.408e-02 1.562e-01 0.218 0.82887 \n", + "pop1565 -4.655e-01 4.713e-01 -0.988 0.33176 \n", + "pop6565 -1.357e+00 6.349e-01 -2.138 0.04139 * \n", + "sec65 -1.089e-02 3.077e-01 -0.035 0.97201 \n", + "secm65 3.344e-03 1.512e-01 0.022 0.98251 \n", + "secf65 -2.304e-03 1.580e-01 -0.015 0.98847 \n", + "secc65 -4.915e-01 7.290e-01 -0.674 0.50570 \n", + "seccm65 2.596e-01 3.557e-01 0.730 0.47150 \n", + "seccf65 2.207e-01 3.733e-01 0.591 0.55924 \n", + "syr65 -7.556e-01 7.977e+00 -0.095 0.92521 \n", + "syrm65 3.109e-01 3.897e+00 0.080 0.93698 \n", + "syrf65 7.593e-01 4.111e+00 0.185 0.85479 \n", + "teapri65 3.955e-05 7.700e-04 0.051 0.95941 \n", + "teasec65 2.497e-04 1.171e-03 0.213 0.83274 \n", + "ex1 -5.804e-01 2.418e-01 -2.400 0.02329 * \n", + "im1 5.914e-01 2.503e-01 2.363 0.02531 * \n", + "xr65 -1.038e-04 5.417e-05 -1.916 0.06565 . \n", + "tot1 -1.279e-01 1.126e-01 -1.136 0.26561 \n", + "---\n", + "Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", + "\n", + "Residual standard error: 0.03074 on 28 degrees of freedom\n", + "Multiple R-squared: 0.8871,\tAdjusted R-squared: 0.6411 \n", + "F-statistic: 3.607 on 61 and 28 DF, p-value: 0.0002003\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "xnames = varnames[-c(1, 2, 3)] # names of X variables\n", + "dandxnames = varnames[-c(1, 2)] # names of D and X variables\n", + "# create formulas by pasting names (this saves typing times)\n", + "fmla = as.formula(paste(\"Outcome ~ \", paste(dandxnames, collapse = \"+\")))\n", + "ls.effect = lm(fmla, data = GrowthData)\n", + "summary((ls.effect))" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 5. Instrumental Variable Estimation in a High-Dimensional Setting" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 5.2. Application: Economic Development and Institutions." + ] + }, + { + "cell_type": "code", + "execution_count": 2, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "
  1. 64
  2. 21
\n" + ], + "text/latex": [ + "\\begin{enumerate*}\n", + "\\item 64\n", + "\\item 21\n", + "\\end{enumerate*}\n" + ], + "text/markdown": [ + "1. 64\n", + "2. 21\n", + "\n", + "\n" + ], + "text/plain": [ + "[1] 64 21" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "data(AJR)\n", + "y = AJR$GDP\n", + "d = AJR$Exprop\n", + "z = AJR$logMort\n", + "x = model.matrix(~-1 + (Latitude + Latitude2 + Africa + Asia + Namer + Samer)^2,\n", + "data = AJR)\n", + "dim(x)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 3, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[1] \"Estimation and significance testing of the effect of target variables in the IV regression model\"\n", + " coeff. se. t-value p-value \n", + "Exprop 0.8450 0.2699 3.131 0.00174 **\n", + "---\n", + "Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", + "\n", + "\n" + ] + } + ], + "source": [ + "AJR.Xselect = rlassoIV(GDP ~ Exprop + (Latitude + Latitude2 + Africa + Asia + Namer +\n", + "Samer)^2 | logMort + (Latitude + Latitude2 + Africa + Asia + Namer + Samer)^2,\n", + "data = AJR, select.X = TRUE, select.Z = FALSE)\n", + "summary(AJR.Xselect)\n" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 2.5 % 97.5 %\n", + "Exprop 0.3159812 1.374072\n" + ] + } + ], + "source": [ + "confint(AJR.Xselect)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " [,1] [,2]\n", + "rD 1.27 1.73\n" + ] + } + ], + "source": [ + "# parialling out by linear model\n", + "fmla.y = GDP ~ (Latitude + Latitude2 + Africa + Asia + Namer + Samer)^2\n", + "fmla.d = Exprop ~ (Latitude + Latitude2 + Africa + Asia + Namer + Samer)^2\n", + "fmla.z = logMort ~ (Latitude + Latitude2 + Africa + Asia + Namer + Samer)^2\n", + "rY = lm(fmla.y, data = AJR)$res\n", + "rD = lm(fmla.d, data = AJR)$res\n", + "rZ = lm(fmla.z, data = AJR)$res\n", + "# ivfit.lm = tsls(y=rY,d=rD, x=NULL, z=rZ, intercept=FALSE)\n", + "ivfit.lm = tsls(rY ~ rD | rZ, intercept = FALSE)\n", + "print(cbind(ivfit.lm$coef, ivfit.lm$se), digits = 3)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [ + "# parialling out by lasso\n", + "rY = rlasso(fmla.y, data = AJR)$res\n", + "rD = rlasso(fmla.d, data = AJR)$res\n", + "rZ = rlasso(fmla.z, data = AJR)$res\n", + "# ivfit.lasso = tsls(y=rY,d=rD, x=NULL, z=rZ, intercept=FALSE)\n", + "ivfit.lasso = tsls(rY ~ rD | rZ, intercept = FALSE)" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[1] \"Estimates and Significance Testing from from tsls\"\n", + " Estimate Std. Error t value p value \n", + "rD 0.8450 0.2699 3.131 0.00174 **\n", + "---\n", + "Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", + "\n", + "\n" + ] + } + ], + "source": [ + "summary(ivfit.lasso)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 5.3. Application: Impact of Eminent Domain Decisions on Economic Outcomes." + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [ + "data(EminentDomain)\n", + "z <- as.matrix(EminentDomain$logGDP$z)\n", + "x <- as.matrix(EminentDomain$logGDP$x)\n", + "y <- EminentDomain$logGDP$y\n", + "d <- EminentDomain$logGDP$d\n", + "x <- x[, apply(x, 2, mean, na.rm = TRUE) > 0.05] #\n", + "z <- z[, apply(z, 2, mean, na.rm = TRUE) > 0.05] #" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [ + "ED.ols = lm(y ~ cbind(d, x))\n", + "ED.2sls = tsls(y = y, d = d, x = x, z = z[, 1:2], intercept = FALSE)" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[1] \"Estimates and significance testing of the effect of target variables in the IV regression model\"\n", + " coeff. se. t-value p-value\n", + "d1 0.4146 0.2902 1.428 0.153\n", + "\n", + "\n" + ] + } + ], + "source": [ + "lasso.IV.Z = rlassoIV(x = x, d = d, y = y, z = z, select.X = FALSE, select.Z = TRUE)\n", + "summary(lasso.IV.Z)" + ] + }, + { + "cell_type": "code", + "execution_count": 22, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 2.5 % 97.5 %\n", + "d1 -0.1542764 0.9834796\n" + ] + } + ], + "source": [ + "confint(lasso.IV.Z)" + ] + }, + { + "cell_type": "code", + "execution_count": 49, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and Significance Testing of the effect of target variables in the IV regression model \n", + " coeff. se. t-value p-value\n", + "d1 -0.02383 0.12851 -0.185 0.853\n", + "\n", + "\n" + ] + } + ], + "source": [ + "lasso.IV.XZ = rlassoIV(x = x, d = d, y = y, z = z, select.X = TRUE, select.Z = TRUE)\n", + "summary(lasso.IV.XZ)" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " 2.5 % 97.5 %\n", + "d1 -0.2757029 0.2280335\n" + ] + } + ], + "source": [ + "confint(lasso.IV.XZ)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "
Estimate
0.00786473183385086
Std. Error
0.00986592662133842
\n" + ], + "text/latex": [ + "\\begin{description*}\n", + "\\item[Estimate] 0.00786473183385086\n", + "\\item[Std. Error] 0.00986592662133842\n", + "\\end{description*}\n" + ], + "text/markdown": [ + "Estimate\n", + ": 0.00786473183385086Std. Error\n", + ": 0.00986592662133842\n", + "\n" + ], + "text/plain": [ + " Estimate Std. Error \n", + "0.007864732 0.009865927 " + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "summary(ED.ols)$coef[2, 1:2]" + ] + }, + { + "cell_type": "code", + "execution_count": 31, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "\t\n", + "\n", + "
A matrix: 1 × 2 of type dbl
d1-0.010733270.03376636
\n" + ], + "text/latex": [ + "A matrix: 1 × 2 of type dbl\n", + "\\begin{tabular}{r|ll}\n", + "\td1 & -0.01073327 & 0.03376636\\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "A matrix: 1 × 2 of type dbl\n", + "\n", + "| d1 | -0.01073327 | 0.03376636 |\n", + "\n" + ], + "text/plain": [ + " [,1] [,2] \n", + "d1 -0.01073327 0.03376636" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "cbind(ED.2sls$coef[1], ED.2sls$se[1])" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[1] \"Estimates and significance testing of the effect of target variables in the IV regression model\"\n", + " coeff. se. t-value p-value\n", + "d1 0.4146 0.2902 1.428 0.153\n", + "\n", + "\n" + ] + } + ], + "source": [ + "library(xtable)\n", + "table = matrix(0, 4, 2)\n", + "table[1, ] = summary(ED.ols)$coef[2, 1:2]\n", + "table[2, ] = cbind(ED.2sls$coef[1], ED.2sls$se[1])\n", + "table[3, ] = summary(lasso.IV.Z)[, 1:2]" + ] + }, + { + "cell_type": "code", + "execution_count": 27, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\n", + "
A matrix: 4 × 2 of type dbl
0.0078647320.009865927
-0.0107332690.033766362
0.4146016410.290249208
0.0000000000.000000000
\n" + ], + "text/latex": [ + "A matrix: 4 × 2 of type dbl\n", + "\\begin{tabular}{ll}\n", + "\t 0.007864732 & 0.009865927\\\\\n", + "\t -0.010733269 & 0.033766362\\\\\n", + "\t 0.414601641 & 0.290249208\\\\\n", + "\t 0.000000000 & 0.000000000\\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "A matrix: 4 × 2 of type dbl\n", + "\n", + "| 0.007864732 | 0.009865927 |\n", + "| -0.010733269 | 0.033766362 |\n", + "| 0.414601641 | 0.290249208 |\n", + "| 0.000000000 | 0.000000000 |\n", + "\n" + ], + "text/plain": [ + " [,1] [,2] \n", + "[1,] 0.007864732 0.009865927\n", + "[2,] -0.010733269 0.033766362\n", + "[3,] 0.414601641 0.290249208\n", + "[4,] 0.000000000 0.000000000" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "table" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 7. The Lasso Methods for Discovery of Significant Causes amongst Many Potential Causes, with Many Controls" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [ + "# library(hdm) library(stats)\n", + "set.seed(1)\n", + "n = 100\n", + "p1 = 20\n", + "p2 = 20\n", + "D = matrix(rnorm(n * p1), n, p1) # Causes\n", + "W = matrix(rnorm(n * p2), n, p2) # Controls\n", + "X = cbind(D, W) # Regressors\n", + "Y = D[, 1] * 5 + W[, 1] * 5 + rnorm(n) #Outcome" + ] + }, + { + "cell_type": "code", + "execution_count": 233, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [ + "# data = data.frame(cbind(Y, X))\n", + "# write.csv(data,\"../data/7_.csv\", row.names = FALSE)" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "\t\n", + "\n", + "\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\n", + "
A matrix: 20 × 2 of type dbl
2.5 %97.5 %
V1 4.51458775.21430498
V2-0.31429090.30494650
V3-0.35241090.18678880
V4-0.25424300.28738914
V5-0.27658020.27627177
V6-0.32146760.29422684
V7-0.22625070.30094168
V8-0.04735410.47366372
V9-0.18656360.39023520
V10-0.23723560.26411185
V11-0.31470910.20945872
V12-0.30919050.26572176
V13-0.17415500.37682465
V14-0.32357340.38543162
V15-0.32197630.31312486
V16-0.26495050.33100700
V17-0.17920800.41696169
V18-0.36932470.04695928
V19-0.10731090.39368776
V20-0.21571820.25543839
\n" + ], + "text/latex": [ + "A matrix: 20 × 2 of type dbl\n", + "\\begin{tabular}{r|ll}\n", + " & 2.5 \\% & 97.5 \\%\\\\\n", + "\\hline\n", + "\tV1 & 4.5145877 & 5.21430498\\\\\n", + "\tV2 & -0.3142909 & 0.30494650\\\\\n", + "\tV3 & -0.3524109 & 0.18678880\\\\\n", + "\tV4 & -0.2542430 & 0.28738914\\\\\n", + "\tV5 & -0.2765802 & 0.27627177\\\\\n", + "\tV6 & -0.3214676 & 0.29422684\\\\\n", + "\tV7 & -0.2262507 & 0.30094168\\\\\n", + "\tV8 & -0.0473541 & 0.47366372\\\\\n", + "\tV9 & -0.1865636 & 0.39023520\\\\\n", + "\tV10 & -0.2372356 & 0.26411185\\\\\n", + "\tV11 & -0.3147091 & 0.20945872\\\\\n", + "\tV12 & -0.3091905 & 0.26572176\\\\\n", + "\tV13 & -0.1741550 & 0.37682465\\\\\n", + "\tV14 & -0.3235734 & 0.38543162\\\\\n", + "\tV15 & -0.3219763 & 0.31312486\\\\\n", + "\tV16 & -0.2649505 & 0.33100700\\\\\n", + "\tV17 & -0.1792080 & 0.41696169\\\\\n", + "\tV18 & -0.3693247 & 0.04695928\\\\\n", + "\tV19 & -0.1073109 & 0.39368776\\\\\n", + "\tV20 & -0.2157182 & 0.25543839\\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "A matrix: 20 × 2 of type dbl\n", + "\n", + "| | 2.5 % | 97.5 % |\n", + "|---|---|---|\n", + "| V1 | 4.5145877 | 5.21430498 |\n", + "| V2 | -0.3142909 | 0.30494650 |\n", + "| V3 | -0.3524109 | 0.18678880 |\n", + "| V4 | -0.2542430 | 0.28738914 |\n", + "| V5 | -0.2765802 | 0.27627177 |\n", + "| V6 | -0.3214676 | 0.29422684 |\n", + "| V7 | -0.2262507 | 0.30094168 |\n", + "| V8 | -0.0473541 | 0.47366372 |\n", + "| V9 | -0.1865636 | 0.39023520 |\n", + "| V10 | -0.2372356 | 0.26411185 |\n", + "| V11 | -0.3147091 | 0.20945872 |\n", + "| V12 | -0.3091905 | 0.26572176 |\n", + "| V13 | -0.1741550 | 0.37682465 |\n", + "| V14 | -0.3235734 | 0.38543162 |\n", + "| V15 | -0.3219763 | 0.31312486 |\n", + "| V16 | -0.2649505 | 0.33100700 |\n", + "| V17 | -0.1792080 | 0.41696169 |\n", + "| V18 | -0.3693247 | 0.04695928 |\n", + "| V19 | -0.1073109 | 0.39368776 |\n", + "| V20 | -0.2157182 | 0.25543839 |\n", + "\n" + ], + "text/plain": [ + " 2.5 % 97.5 % \n", + "V1 4.5145877 5.21430498\n", + "V2 -0.3142909 0.30494650\n", + "V3 -0.3524109 0.18678880\n", + "V4 -0.2542430 0.28738914\n", + "V5 -0.2765802 0.27627177\n", + "V6 -0.3214676 0.29422684\n", + "V7 -0.2262507 0.30094168\n", + "V8 -0.0473541 0.47366372\n", + "V9 -0.1865636 0.39023520\n", + "V10 -0.2372356 0.26411185\n", + "V11 -0.3147091 0.20945872\n", + "V12 -0.3091905 0.26572176\n", + "V13 -0.1741550 0.37682465\n", + "V14 -0.3235734 0.38543162\n", + "V15 -0.3219763 0.31312486\n", + "V16 -0.2649505 0.33100700\n", + "V17 -0.1792080 0.41696169\n", + "V18 -0.3693247 0.04695928\n", + "V19 -0.1073109 0.39368776\n", + "V20 -0.2157182 0.25543839" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "confint(rlassoEffects(X, Y, index = c(1:p1)), joint = TRUE)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [] + }, { "cell_type": "code", "execution_count": null, From 316159f87a152c90702e633763253d0abc7a0d23 Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Wed, 12 Oct 2022 02:02:44 -0500 Subject: [PATCH 15/28] # --- src/help_functions.jl | 8 +- tutorial/HDMjl_tutorial_1.ipynb | 131 +++--- tutorial/r_file.ipynb | 679 ++++---------------------------- 3 files changed, 150 insertions(+), 668 deletions(-) diff --git a/src/help_functions.jl b/src/help_functions.jl index 57ef8e2..1df1988 100644 --- a/src/help_functions.jl +++ b/src/help_functions.jl @@ -40,7 +40,7 @@ end function lambdaCalculation(; homoskedastic::Union{Bool, String} = false, X_dependent_lambda::Bool = false, lambda_start = nothing, c::Float64 = 1.1, gamma::Float64 = 0.1, numSim::Int = 5000, y = nothing, x = nothing) # homoskedastic and X-independent - if (homoskedastic == true) & !X_dependent_lambda + if homoskedastic == true && X_dependent_lambda == false p = size(x, 2) n = size(x, 1) lambda0 = 2 * c * sqrt(n) * quantile(Normal(0.0, 1.0), 1 - gamma / (2 * p)) @@ -48,7 +48,7 @@ function lambdaCalculation(; homoskedastic::Union{Bool, String} = false, X_depen lambda = zeros(p) .+ lambda0 * Ups0 # homoskedastic and X-dependent - elseif (homoskedastic == true) & X_dependent_lambda + elseif homoskedastic == true && X_dependent_lambda == true p = size(x, 2) n = size(x, 1) R = numSim @@ -67,7 +67,7 @@ function lambdaCalculation(; homoskedastic::Union{Bool, String} = false, X_depen lambda = lambda0 * Ups0 # heteroskeddastic and X-independent - elseif (homoskedastic == false) & !X_dependent_lambda + elseif homoskedastic == false && X_dependent_lambda == false p = size(x, 2) n = size(x, 1) lambda0 = 2 * c * sqrt(n) * quantile(Normal(0.0, 1.0), 1 - gamma / (2 * p)) @@ -75,7 +75,7 @@ function lambdaCalculation(; homoskedastic::Union{Bool, String} = false, X_depen lambda = lambda0 * Ups0 # heteroskedastic and X-dependent - elseif (homoskedastic == false) & X_dependent_lambda + elseif homoskedastic == false && X_dependent_lambda ==true p = size(x, 2) n = size(x, 1) R = numSim diff --git a/tutorial/HDMjl_tutorial_1.ipynb b/tutorial/HDMjl_tutorial_1.ipynb index e8b5247..2ed2e50 100644 --- a/tutorial/HDMjl_tutorial_1.ipynb +++ b/tutorial/HDMjl_tutorial_1.ipynb @@ -157,7 +157,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 3, "metadata": {}, "outputs": [], "source": [ @@ -166,7 +166,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -175,9 +175,16 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 5, "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: replacing module HDMjl.\n" + ] + }, { "data": { "text/plain": [ @@ -698,7 +705,7 @@ }, { "cell_type": "code", - "execution_count": 1187, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -724,7 +731,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 127, "metadata": {}, "outputs": [ { @@ -746,7 +753,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 380, "metadata": {}, "outputs": [ { @@ -762,41 +769,33 @@ " female*hsd08 + female*hsd911 + female*hsg + female*cg + female*ad + female*mw + female*so + female*we + female*exp1 + female*exp2 + female*exp3)\n", "x_dframe = ModelFrame( x_formula, cps2012)\n", "x1 = ModelMatrix(x_dframe)\n", - "X = x1.m[:,Not(2:16)]\n", + "X = x1.m[:,Not(1:16)];\n", + "X = hcat(x1.m[:,1:16], X)\n", "size(X)\n", - "fom_1 = names(cps2012)\n", "fom_1 = [\"widowed\", \"divorced\", \"separated\", \"nevermarried\", \"hsd08\", \"hsd911\", \"hsg\", \"cg\", \"ad\", \"mw\", \"so\",\n", " \"we\", \"exp1\", \"exp2\", \"exp3\"];\n", "data = cps2012[:,fom_1];\n", - "sub_data = Matrix(data)\n", + "sub_data = ones(size(data)[1])\n", "for i in 1:size(data)[2]\n", " if i <= (size(data)[2] -1)\n", " sub_data = hcat(sub_data, Matrix(data[:, i] .* data[:, Not(1:i)]) )\n", " end\n", "end\n", + "sub_data = sub_data[:,2:end]\n", "size(sub_data)\n", - "x = hcat(X, sub_data)\n", + "x = hcat(X, sub_data)\n", "size(x)\n", "filter = var.(eachcol(x)) .!= 0\n", "x = x[:,filter]\n", "print(size(x))\n", "index_gender = [1,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31];\n", - "y = cps2012.lnw;" + "y = cps2012.lnw;\n", + ";" ] }, { "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "index_gender = [1,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31];\n", - "y = cps2012.lnw;" - ] - }, - { - "cell_type": "code", - "execution_count": 20, + "execution_count": 389, "metadata": {}, "outputs": [], "source": [ @@ -805,7 +804,7 @@ }, { "cell_type": "code", - "execution_count": 21, + "execution_count": 390, "metadata": {}, "outputs": [ { @@ -813,24 +812,24 @@ "output_type": "stream", "text": [ "Estimates and significance testing of the effect of target variables\n", - " \u001b[1m \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + " \u001b[1m \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", "\n", - " \u001b[1m X1 \u001b[0m -0.154593 0.0501626 -3.08184 0.00205726\n", - " \u001b[1m X17 \u001b[0m -0.0343048 0.19287 -0.177865 0.858829\n", - " \u001b[1m X18 \u001b[0m -0.19402 0.0607806 -3.19214 0.00141224\n", - " \u001b[1m X19 \u001b[0m -0.113688 0.108023 -1.05245 0.292595\n", - " \u001b[1m X20 \u001b[0m -0.249804 0.0376073 -6.64244 3.08542e-11\n", - " \u001b[1m X21 \u001b[0m -0.391887 0.211089 -1.8565 0.0633823\n", - " \u001b[1m X22 \u001b[0m -0.35908 0.137517 -2.61116 0.0090235\n", - " \u001b[1m X23 \u001b[0m -0.269762 0.103718 -2.60093 0.00929725\n", - " \u001b[1m X24 \u001b[0m 0.269623 0.0430528 6.26261 3.78592e-10\n", - " \u001b[1m X25 \u001b[0m 0.429058 0.0460721 9.31276 1.24553e-20\n", - " \u001b[1m X26 \u001b[0m -0.141533 0.0427294 -3.3123 0.000925306\n", - " \u001b[1m X27 \u001b[0m -0.0790852 0.042853 -1.8455 0.0649645\n", - " \u001b[1m X28 \u001b[0m -0.0583598 0.0491329 -1.18779 0.234914\n", - " \u001b[1m X29 \u001b[0m 0.0325737 0.0170967 1.90527 0.0567456\n", - " \u001b[1m X30 \u001b[0m -0.273506 0.248368 -1.10121 0.270804\n", - " \u001b[1m X31 \u001b[0m 0.0 NaN NaN NaN\n", + " \u001b[1m X1 \u001b[0m -0.154923 0.0501624 -3.08843 0.00201216\n", + " \u001b[1m X17 \u001b[0m 0.136095 0.0906626 1.50112 0.133325\n", + " \u001b[1m X18 \u001b[0m 0.136939 0.0221817 6.17353 6.6782e-10\n", + " \u001b[1m X19 \u001b[0m 0.0233028 0.0532118 0.437925 0.661441\n", + " \u001b[1m X20 \u001b[0m 0.186853 0.0199424 9.36966 7.27651e-21\n", + " \u001b[1m X21 \u001b[0m 0.0278103 0.120914 0.23 0.818092\n", + " \u001b[1m X22 \u001b[0m -0.119335 0.0518797 -2.30023 0.0214354\n", + " \u001b[1m X23 \u001b[0m -0.0128898 0.0192232 -0.670533 0.502518\n", + " \u001b[1m X24 \u001b[0m 0.0101386 0.0183265 0.553218 0.580114\n", + " \u001b[1m X25 \u001b[0m -0.0304637 0.0218061 -1.39703 0.162405\n", + " \u001b[1m X26 \u001b[0m -0.00106344 0.0191918 -0.0554112 0.955811\n", + " \u001b[1m X27 \u001b[0m -0.00818334 0.0193568 -0.422763 0.672468\n", + " \u001b[1m X28 \u001b[0m -0.00422613 0.0211684 -0.199643 0.84176\n", + " \u001b[1m X29 \u001b[0m 0.00493526 0.00780428 0.632379 0.527139\n", + " \u001b[1m X30 \u001b[0m -0.159519 0.0452999 -3.52141 0.000429263\n", + " \u001b[1m X31 \u001b[0m 0.0384506 0.0078611 4.89125 1.00199e-6\n", "---\n", "Signif. codes:\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" @@ -843,49 +842,37 @@ }, { "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "effects_female1 = HDMjl.rlassoEffects(x[:, index_gender], y);" - ] - }, - { - "cell_type": "code", - "execution_count": 18, + "execution_count": 399, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Estimates and significance testing of the effect of target variables\n", - " \u001b[1m \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", "\n", - " \u001b[1m X1 \u001b[0m -0.283832 0.00692373 -40.9941 0.0\n", - " \u001b[1m X2 \u001b[0m -0.141256 0.0382915 -3.68897 0.000225164\n", - " \u001b[1m X3 \u001b[0m -0.0767676 0.0109705 -6.99762 2.60355e-12\n", - " \u001b[1m X4 \u001b[0m -0.105677 0.0266385 -3.96707 7.27622e-5\n", - " \u001b[1m X5 \u001b[0m -0.135126 0.0099468 -13.5849 4.9236e-42\n", - " \u001b[1m X6 \u001b[0m -0.620469 0.0535067 -11.5961 4.31297e-31\n", - " \u001b[1m X7 \u001b[0m -0.390831 0.0237062 -16.4864 4.59201e-61\n", - " \u001b[1m X8 \u001b[0m -0.173018 0.00941576 -18.3754 2.06932e-75\n", - " \u001b[1m X9 \u001b[0m 0.347913 0.00907484 38.3382 1.413e-321\n", - " \u001b[1m X10 \u001b[0m 0.595179 0.0108409 54.9013 0.0\n", - " \u001b[1m X11 \u001b[0m -0.106798 0.00950928 -11.2309 2.87586e-29\n", - " \u001b[1m X12 \u001b[0m -0.0544776 0.00956874 -5.69329 1.24611e-8\n", - " \u001b[1m X13 \u001b[0m -0.0118311 0.0104091 -1.13661 0.255702\n", - " \u001b[1m X14 \u001b[0m 0.0533367 0.00470804 11.3289 9.44218e-30\n", - " \u001b[1m X15 \u001b[0m -0.197522 0.0280961 -7.03021 2.06218e-12\n", - " \u001b[1m X16 \u001b[0m 0.0250002 0.00499574 5.00431 5.60622e-7\n", - "---\n", - "Signif. codes:\n", - "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + " \u001b[1m X1 \u001b[0m -0.292471 -0.0173751\n", + " \u001b[1m X17 \u001b[0m -0.130276 0.402467\n", + " \u001b[1m X18 \u001b[0m 0.075579 0.1983\n", + " \u001b[1m X19 \u001b[0m -0.114955 0.16156\n", + " \u001b[1m X20 \u001b[0m 0.129983 0.243724\n", + " \u001b[1m X21 \u001b[0m -0.369439 0.42506\n", + " \u001b[1m X22 \u001b[0m -0.267141 0.028471\n", + " \u001b[1m X23 \u001b[0m -0.0644819 0.0387024\n", + " \u001b[1m X24 \u001b[0m -0.0410296 0.0613067\n", + " \u001b[1m X25 \u001b[0m -0.0950142 0.0340867\n", + " \u001b[1m X26 \u001b[0m -0.0540328 0.051906\n", + " \u001b[1m X27 \u001b[0m -0.0620344 0.0456677\n", + " \u001b[1m X28 \u001b[0m -0.064856 0.0564037\n", + " \u001b[1m X29 \u001b[0m -0.0162257 0.0260962\n", + " \u001b[1m X30 \u001b[0m -0.282576 -0.0364624\n", + " \u001b[1m X31 \u001b[0m 0.0171196 0.0597815\n" ] } ], "source": [ - "HDMjl.r_summary(effects_female1);" + "joint_CI = HDMjl.r_confint(effects_female, 0.95, joint = true);\n", + "joint_CI;" ] }, { diff --git a/tutorial/r_file.ipynb b/tutorial/r_file.ipynb index c9b803a..a8e217f 100644 --- a/tutorial/r_file.ipynb +++ b/tutorial/r_file.ipynb @@ -616,7 +616,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 311, "metadata": { "vscode": { "languageId": "r" @@ -651,27 +651,7 @@ }, "metadata": {}, "output_type": "display_data" - } - ], - "source": [ - "library(hdm)\n", - "data(cps2012)\n", - "X <- model.matrix(~-1 + female + female:(widowed + divorced + separated + nevermarried +\n", - "hsd08 + hsd911 + hsg + cg + ad + mw + so + we + exp1 + exp2 + exp3) + +(widowed +\n", - "divorced + separated + nevermarried + hsd08 + hsd911 + hsg + cg + ad + mw + so +\n", - "we + exp1 + exp2 + exp3)^2, data = cps2012)\n", - "dim(X)" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [ + }, { "data": { "text/html": [ @@ -703,99 +683,23 @@ } ], "source": [ + "library(hdm)\n", + "data(cps2012)\n", + "X <- model.matrix(~-1 + female + female:(widowed + divorced + separated + nevermarried +\n", + "hsd08 + hsd911 + hsg + cg + ad + mw + so + we + exp1 + exp2 + exp3) + +(widowed +\n", + "divorced + separated + nevermarried + hsd08 + hsd911 + hsg + cg + ad + mw + so +\n", + "we + exp1 + exp2 + exp3)^2, data = cps2012)\n", + "dim(X)\n", "X <- X[, which(apply(X, 2, var) != 0)] # exclude all constant variables\n", - "dim(X)" - ] - }, - { - "cell_type": "code", - "execution_count": 8, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "
  1. 1
  2. 17
  3. 18
  4. 19
  5. 20
  6. 21
  7. 22
  8. 23
  9. 24
  10. 25
  11. 26
  12. 27
  13. 28
  14. 29
  15. 30
  16. 31
\n" - ], - "text/latex": [ - "\\begin{enumerate*}\n", - "\\item 1\n", - "\\item 17\n", - "\\item 18\n", - "\\item 19\n", - "\\item 20\n", - "\\item 21\n", - "\\item 22\n", - "\\item 23\n", - "\\item 24\n", - "\\item 25\n", - "\\item 26\n", - "\\item 27\n", - "\\item 28\n", - "\\item 29\n", - "\\item 30\n", - "\\item 31\n", - "\\end{enumerate*}\n" - ], - "text/markdown": [ - "1. 1\n", - "2. 17\n", - "3. 18\n", - "4. 19\n", - "5. 20\n", - "6. 21\n", - "7. 22\n", - "8. 23\n", - "9. 24\n", - "10. 25\n", - "11. 26\n", - "12. 27\n", - "13. 28\n", - "14. 29\n", - "15. 30\n", - "16. 31\n", - "\n", - "\n" - ], - "text/plain": [ - " [1] 1 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ + "dim(X)\n", "index.gender <- grep(\"female\", colnames(X))\n", - "index.gender" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [], - "source": [ "index.gender <- grep(\"female\", colnames(X))\n", "y <- cps2012$lnw" ] }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 319, "metadata": { "vscode": { "languageId": "r" @@ -839,7 +743,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 320, "metadata": { "vscode": { "languageId": "r" @@ -850,461 +754,95 @@ "data": { "text/html": [ "\n", - "\n", + "\n", "\n", - "\t\n", + "\t\n", "\n", "\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", "\n", "
A matrix: 29217 × 16 of type dblA matrix: 16 × 2 of type dbl
femalefemale:widowedfemale:divorcedfemale:separatedfemale:nevermarriedfemale:hsd08female:hsd911female:hsgfemale:cgfemale:adfemale:mwfemale:sofemale:wefemale:exp1female:exp2female:exp3
2.5 %97.5 %
1663459100000000000022.04.840010.648000
1663462100000100000030.09.000027.000000
16634630000000000000 0.00.0000 0.000000
1663465100000010000014.01.9600 2.744000
16634680000000000000 0.00.0000 0.000000
16634690000000000000 0.00.0000 0.000000
16634730000000000000 0.00.0000 0.000000
16634750000000000000 0.00.0000 0.000000
16634760000000000000 0.00.0000 0.000000
1663477100000000000015.52.4025 3.723875
16634800000000000000 0.00.0000 0.000000
16634811000000001000 7.00.4900 0.343000
16634820000000000000 0.00.0000 0.000000
16634830000000000000 0.00.0000 0.000000
1663485101000000000020.54.2025 8.615125
16634900000000000000 0.00.0000 0.000000
16634940000000000000 0.00.0000 0.000000
16634970000000000000 0.00.0000 0.000000
16634980000000000000 0.00.0000 0.000000
1663500100010001000015.02.2500 3.375000
16635030000000000000 0.00.0000 0.000000
1663508100000000000016.02.5600 4.096000
16635090000000000000 0.00.0000 0.000000
16635110000000000000 0.00.0000 0.000000
16635121000100000000 6.00.3600 0.216000
16635130000000000000 0.00.0000 0.000000
16635160000000000000 0.00.0000 0.000000
1663517100000001000020.04.0000 8.000000
16635191000000001000 6.00.3600 0.216000
16635210000000000000 0.00.0000 0.000000
⋮⋮⋮⋮⋮⋮⋮⋮⋮⋮⋮⋮⋮⋮⋮⋮⋮
17128201000100010001111.21 1.331
17128210000000000000 00.00 0.000
17128261000000000001224.8410.648
17128300000000000000 00.00 0.000
17128320000000000000 00.00 0.000
17128360000000000000 00.00 0.000
17128371000000100001141.96 2.744
17128400000000000000 00.00 0.000
17128411000000010001111.21 1.331
17128420000000000000 00.00 0.000
17128440000000000000 00.00 0.000
17128450000000000000 00.00 0.000
17128460000000000000 00.00 0.000
17128470000000000000 00.00 0.000
17128480000000000000 00.00 0.000
17128491000000001001256.2515.625
17128501010000000001121.44 1.728
17128511000100010001 30.09 0.027
17128531000000010001152.25 3.375
17128550000000000000 00.00 0.000
17128601000100000001183.24 5.832
17128621000100010001 50.25 0.125
17128640000000000000 00.00 0.000
17128650000000000000 00.00 0.000
17128661000000100001162.56 4.096
17128670000000000000 00.00 0.000
17128681000100001001162.56 4.096
17128691000000000001214.41 9.261
17128700000000000000 00.00 0.000
17128711000000001001 20.04 0.008
female-0.29392716-0.01591940
female:widowed-0.13309530 0.40528626
female:divorced 0.07492960 0.19894917
female:separated-0.11641774 0.16302326
female:nevermarried 0.12938077 0.24432620
female:hsd08-0.37364347 0.42926409
female:hsd911-0.26870533 0.03003525
female:hsg-0.06502795 0.03924839
female:cg-0.04157113 0.06184824
female:ad-0.09569738 0.03476989
female:mw-0.05459343 0.05246655
female:so-0.06260432 0.04623763
female:we-0.06549766 0.05704541
female:exp1-0.01644965 0.02632017
female:exp2-0.28387860-0.03516005
female:exp3 0.01689389 0.06000727
\n" ], "text/latex": [ - "A matrix: 29217 × 16 of type dbl\n", - "\\begin{tabular}{r|llllllllllllllll}\n", - " & female & female:widowed & female:divorced & female:separated & female:nevermarried & female:hsd08 & female:hsd911 & female:hsg & female:cg & female:ad & female:mw & female:so & female:we & female:exp1 & female:exp2 & female:exp3\\\\\n", + "A matrix: 16 × 2 of type dbl\n", + "\\begin{tabular}{r|ll}\n", + " & 2.5 \\% & 97.5 \\%\\\\\n", "\\hline\n", - "\t1663459 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 22.0 & 4.8400 & 10.648000\\\\\n", - "\t1663462 & 1 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 30.0 & 9.0000 & 27.000000\\\\\n", - "\t1663463 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", - "\t1663465 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 14.0 & 1.9600 & 2.744000\\\\\n", - "\t1663468 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", - "\t1663469 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", - "\t1663473 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", - "\t1663475 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", - "\t1663476 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", - "\t1663477 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 15.5 & 2.4025 & 3.723875\\\\\n", - "\t1663480 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", - "\t1663481 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 7.0 & 0.4900 & 0.343000\\\\\n", - "\t1663482 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", - "\t1663483 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", - "\t1663485 & 1 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 20.5 & 4.2025 & 8.615125\\\\\n", - "\t1663490 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", - "\t1663494 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", - "\t1663497 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", - "\t1663498 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", - "\t1663500 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 15.0 & 2.2500 & 3.375000\\\\\n", - "\t1663503 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", - "\t1663508 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 16.0 & 2.5600 & 4.096000\\\\\n", - "\t1663509 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", - "\t1663511 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", - "\t1663512 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 6.0 & 0.3600 & 0.216000\\\\\n", - "\t1663513 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", - "\t1663516 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", - "\t1663517 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 20.0 & 4.0000 & 8.000000\\\\\n", - "\t1663519 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 6.0 & 0.3600 & 0.216000\\\\\n", - "\t1663521 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.0 & 0.0000 & 0.000000\\\\\n", - "\t⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮ & ⋮\\\\\n", - "\t1712820 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 1 & 11 & 1.21 & 1.331\\\\\n", - "\t1712821 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", - "\t1712826 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 22 & 4.84 & 10.648\\\\\n", - "\t1712830 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", - "\t1712832 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", - "\t1712836 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", - "\t1712837 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 1 & 14 & 1.96 & 2.744\\\\\n", - "\t1712840 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", - "\t1712841 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 1 & 11 & 1.21 & 1.331\\\\\n", - "\t1712842 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", - "\t1712844 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", - "\t1712845 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", - "\t1712846 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", - "\t1712847 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", - "\t1712848 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", - "\t1712849 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 1 & 25 & 6.25 & 15.625\\\\\n", - "\t1712850 & 1 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 12 & 1.44 & 1.728\\\\\n", - "\t1712851 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 1 & 3 & 0.09 & 0.027\\\\\n", - "\t1712853 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 1 & 15 & 2.25 & 3.375\\\\\n", - "\t1712855 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", - "\t1712860 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 18 & 3.24 & 5.832\\\\\n", - "\t1712862 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 1 & 5 & 0.25 & 0.125\\\\\n", - "\t1712864 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", - "\t1712865 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", - "\t1712866 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 1 & 16 & 2.56 & 4.096\\\\\n", - "\t1712867 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", - "\t1712868 & 1 & 0 & 0 & 0 & 1 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 1 & 16 & 2.56 & 4.096\\\\\n", - "\t1712869 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 21 & 4.41 & 9.261\\\\\n", - "\t1712870 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0.00 & 0.000\\\\\n", - "\t1712871 & 1 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 0 & 1 & 0 & 0 & 1 & 2 & 0.04 & 0.008\\\\\n", + "\tfemale & -0.29392716 & -0.01591940\\\\\n", + "\tfemale:widowed & -0.13309530 & 0.40528626\\\\\n", + "\tfemale:divorced & 0.07492960 & 0.19894917\\\\\n", + "\tfemale:separated & -0.11641774 & 0.16302326\\\\\n", + "\tfemale:nevermarried & 0.12938077 & 0.24432620\\\\\n", + "\tfemale:hsd08 & -0.37364347 & 0.42926409\\\\\n", + "\tfemale:hsd911 & -0.26870533 & 0.03003525\\\\\n", + "\tfemale:hsg & -0.06502795 & 0.03924839\\\\\n", + "\tfemale:cg & -0.04157113 & 0.06184824\\\\\n", + "\tfemale:ad & -0.09569738 & 0.03476989\\\\\n", + "\tfemale:mw & -0.05459343 & 0.05246655\\\\\n", + "\tfemale:so & -0.06260432 & 0.04623763\\\\\n", + "\tfemale:we & -0.06549766 & 0.05704541\\\\\n", + "\tfemale:exp1 & -0.01644965 & 0.02632017\\\\\n", + "\tfemale:exp2 & -0.28387860 & -0.03516005\\\\\n", + "\tfemale:exp3 & 0.01689389 & 0.06000727\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ "\n", - "A matrix: 29217 × 16 of type dbl\n", + "A matrix: 16 × 2 of type dbl\n", "\n", - "| | female | female:widowed | female:divorced | female:separated | female:nevermarried | female:hsd08 | female:hsd911 | female:hsg | female:cg | female:ad | female:mw | female:so | female:we | female:exp1 | female:exp2 | female:exp3 |\n", - "|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|\n", - "| 1663459 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 22.0 | 4.8400 | 10.648000 |\n", - "| 1663462 | 1 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 30.0 | 9.0000 | 27.000000 |\n", - "| 1663463 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", - "| 1663465 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 14.0 | 1.9600 | 2.744000 |\n", - "| 1663468 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", - "| 1663469 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", - "| 1663473 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", - "| 1663475 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", - "| 1663476 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", - "| 1663477 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 15.5 | 2.4025 | 3.723875 |\n", - "| 1663480 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", - "| 1663481 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 7.0 | 0.4900 | 0.343000 |\n", - "| 1663482 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", - "| 1663483 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", - "| 1663485 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 20.5 | 4.2025 | 8.615125 |\n", - "| 1663490 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", - "| 1663494 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", - "| 1663497 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", - "| 1663498 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", - "| 1663500 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 15.0 | 2.2500 | 3.375000 |\n", - "| 1663503 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", - "| 1663508 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 16.0 | 2.5600 | 4.096000 |\n", - "| 1663509 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", - "| 1663511 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", - "| 1663512 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 6.0 | 0.3600 | 0.216000 |\n", - "| 1663513 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", - "| 1663516 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", - "| 1663517 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 20.0 | 4.0000 | 8.000000 |\n", - "| 1663519 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 6.0 | 0.3600 | 0.216000 |\n", - "| 1663521 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.0 | 0.0000 | 0.000000 |\n", - "| ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |\n", - "| 1712820 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 11 | 1.21 | 1.331 |\n", - "| 1712821 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", - "| 1712826 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 22 | 4.84 | 10.648 |\n", - "| 1712830 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", - "| 1712832 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", - "| 1712836 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", - "| 1712837 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 14 | 1.96 | 2.744 |\n", - "| 1712840 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", - "| 1712841 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 11 | 1.21 | 1.331 |\n", - "| 1712842 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", - "| 1712844 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", - "| 1712845 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", - "| 1712846 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", - "| 1712847 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", - "| 1712848 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", - "| 1712849 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 25 | 6.25 | 15.625 |\n", - "| 1712850 | 1 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 12 | 1.44 | 1.728 |\n", - "| 1712851 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 3 | 0.09 | 0.027 |\n", - "| 1712853 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 15 | 2.25 | 3.375 |\n", - "| 1712855 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", - "| 1712860 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 18 | 3.24 | 5.832 |\n", - "| 1712862 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 1 | 5 | 0.25 | 0.125 |\n", - "| 1712864 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", - "| 1712865 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", - "| 1712866 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 16 | 2.56 | 4.096 |\n", - "| 1712867 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", - "| 1712868 | 1 | 0 | 0 | 0 | 1 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 16 | 2.56 | 4.096 |\n", - "| 1712869 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 21 | 4.41 | 9.261 |\n", - "| 1712870 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0.00 | 0.000 |\n", - "| 1712871 | 1 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 0 | 1 | 0 | 0 | 1 | 2 | 0.04 | 0.008 |\n", + "| | 2.5 % | 97.5 % |\n", + "|---|---|---|\n", + "| female | -0.29392716 | -0.01591940 |\n", + "| female:widowed | -0.13309530 | 0.40528626 |\n", + "| female:divorced | 0.07492960 | 0.19894917 |\n", + "| female:separated | -0.11641774 | 0.16302326 |\n", + "| female:nevermarried | 0.12938077 | 0.24432620 |\n", + "| female:hsd08 | -0.37364347 | 0.42926409 |\n", + "| female:hsd911 | -0.26870533 | 0.03003525 |\n", + "| female:hsg | -0.06502795 | 0.03924839 |\n", + "| female:cg | -0.04157113 | 0.06184824 |\n", + "| female:ad | -0.09569738 | 0.03476989 |\n", + "| female:mw | -0.05459343 | 0.05246655 |\n", + "| female:so | -0.06260432 | 0.04623763 |\n", + "| female:we | -0.06549766 | 0.05704541 |\n", + "| female:exp1 | -0.01644965 | 0.02632017 |\n", + "| female:exp2 | -0.28387860 | -0.03516005 |\n", + "| female:exp3 | 0.01689389 | 0.06000727 |\n", "\n" ], "text/plain": [ - " female female:widowed female:divorced female:separated\n", - "1663459 1 0 0 0 \n", - "1663462 1 0 0 0 \n", - "1663463 0 0 0 0 \n", - "1663465 1 0 0 0 \n", - "1663468 0 0 0 0 \n", - "1663469 0 0 0 0 \n", - "1663473 0 0 0 0 \n", - "1663475 0 0 0 0 \n", - "1663476 0 0 0 0 \n", - "1663477 1 0 0 0 \n", - "1663480 0 0 0 0 \n", - "1663481 1 0 0 0 \n", - "1663482 0 0 0 0 \n", - "1663483 0 0 0 0 \n", - "1663485 1 0 1 0 \n", - "1663490 0 0 0 0 \n", - "1663494 0 0 0 0 \n", - "1663497 0 0 0 0 \n", - "1663498 0 0 0 0 \n", - "1663500 1 0 0 0 \n", - "1663503 0 0 0 0 \n", - "1663508 1 0 0 0 \n", - "1663509 0 0 0 0 \n", - "1663511 0 0 0 0 \n", - "1663512 1 0 0 0 \n", - "1663513 0 0 0 0 \n", - "1663516 0 0 0 0 \n", - "1663517 1 0 0 0 \n", - "1663519 1 0 0 0 \n", - "1663521 0 0 0 0 \n", - "⋮ ⋮ ⋮ ⋮ ⋮ \n", - "1712820 1 0 0 0 \n", - "1712821 0 0 0 0 \n", - "1712826 1 0 0 0 \n", - "1712830 0 0 0 0 \n", - "1712832 0 0 0 0 \n", - "1712836 0 0 0 0 \n", - "1712837 1 0 0 0 \n", - "1712840 0 0 0 0 \n", - "1712841 1 0 0 0 \n", - "1712842 0 0 0 0 \n", - "1712844 0 0 0 0 \n", - "1712845 0 0 0 0 \n", - "1712846 0 0 0 0 \n", - "1712847 0 0 0 0 \n", - "1712848 0 0 0 0 \n", - "1712849 1 0 0 0 \n", - "1712850 1 0 1 0 \n", - "1712851 1 0 0 0 \n", - "1712853 1 0 0 0 \n", - "1712855 0 0 0 0 \n", - "1712860 1 0 0 0 \n", - "1712862 1 0 0 0 \n", - "1712864 0 0 0 0 \n", - "1712865 0 0 0 0 \n", - "1712866 1 0 0 0 \n", - "1712867 0 0 0 0 \n", - "1712868 1 0 0 0 \n", - "1712869 1 0 0 0 \n", - "1712870 0 0 0 0 \n", - "1712871 1 0 0 0 \n", - " female:nevermarried female:hsd08 female:hsd911 female:hsg female:cg\n", - "1663459 0 0 0 0 0 \n", - "1663462 0 0 1 0 0 \n", - "1663463 0 0 0 0 0 \n", - "1663465 0 0 0 1 0 \n", - "1663468 0 0 0 0 0 \n", - "1663469 0 0 0 0 0 \n", - "1663473 0 0 0 0 0 \n", - "1663475 0 0 0 0 0 \n", - "1663476 0 0 0 0 0 \n", - "1663477 0 0 0 0 0 \n", - "1663480 0 0 0 0 0 \n", - "1663481 0 0 0 0 0 \n", - "1663482 0 0 0 0 0 \n", - "1663483 0 0 0 0 0 \n", - "1663485 0 0 0 0 0 \n", - "1663490 0 0 0 0 0 \n", - "1663494 0 0 0 0 0 \n", - "1663497 0 0 0 0 0 \n", - "1663498 0 0 0 0 0 \n", - "1663500 1 0 0 0 1 \n", - "1663503 0 0 0 0 0 \n", - "1663508 0 0 0 0 0 \n", - "1663509 0 0 0 0 0 \n", - "1663511 0 0 0 0 0 \n", - "1663512 1 0 0 0 0 \n", - "1663513 0 0 0 0 0 \n", - "1663516 0 0 0 0 0 \n", - "1663517 0 0 0 0 1 \n", - "1663519 0 0 0 0 0 \n", - "1663521 0 0 0 0 0 \n", - "⋮ ⋮ ⋮ ⋮ ⋮ ⋮ \n", - "1712820 1 0 0 0 1 \n", - "1712821 0 0 0 0 0 \n", - "1712826 0 0 0 0 0 \n", - "1712830 0 0 0 0 0 \n", - "1712832 0 0 0 0 0 \n", - "1712836 0 0 0 0 0 \n", - "1712837 0 0 0 1 0 \n", - "1712840 0 0 0 0 0 \n", - "1712841 0 0 0 0 1 \n", - "1712842 0 0 0 0 0 \n", - "1712844 0 0 0 0 0 \n", - "1712845 0 0 0 0 0 \n", - "1712846 0 0 0 0 0 \n", - "1712847 0 0 0 0 0 \n", - "1712848 0 0 0 0 0 \n", - "1712849 0 0 0 0 0 \n", - "1712850 0 0 0 0 0 \n", - "1712851 1 0 0 0 1 \n", - "1712853 0 0 0 0 1 \n", - "1712855 0 0 0 0 0 \n", - "1712860 1 0 0 0 0 \n", - "1712862 1 0 0 0 1 \n", - "1712864 0 0 0 0 0 \n", - "1712865 0 0 0 0 0 \n", - "1712866 0 0 0 1 0 \n", - "1712867 0 0 0 0 0 \n", - "1712868 1 0 0 0 0 \n", - "1712869 0 0 0 0 0 \n", - "1712870 0 0 0 0 0 \n", - "1712871 0 0 0 0 0 \n", - " female:ad female:mw female:so female:we female:exp1 female:exp2\n", - "1663459 0 0 0 0 22.0 4.8400 \n", - "1663462 0 0 0 0 30.0 9.0000 \n", - "1663463 0 0 0 0 0.0 0.0000 \n", - "1663465 0 0 0 0 14.0 1.9600 \n", - "1663468 0 0 0 0 0.0 0.0000 \n", - "1663469 0 0 0 0 0.0 0.0000 \n", - "1663473 0 0 0 0 0.0 0.0000 \n", - "1663475 0 0 0 0 0.0 0.0000 \n", - "1663476 0 0 0 0 0.0 0.0000 \n", - "1663477 0 0 0 0 15.5 2.4025 \n", - "1663480 0 0 0 0 0.0 0.0000 \n", - "1663481 1 0 0 0 7.0 0.4900 \n", - "1663482 0 0 0 0 0.0 0.0000 \n", - "1663483 0 0 0 0 0.0 0.0000 \n", - "1663485 0 0 0 0 20.5 4.2025 \n", - "1663490 0 0 0 0 0.0 0.0000 \n", - "1663494 0 0 0 0 0.0 0.0000 \n", - "1663497 0 0 0 0 0.0 0.0000 \n", - "1663498 0 0 0 0 0.0 0.0000 \n", - "1663500 0 0 0 0 15.0 2.2500 \n", - "1663503 0 0 0 0 0.0 0.0000 \n", - "1663508 0 0 0 0 16.0 2.5600 \n", - "1663509 0 0 0 0 0.0 0.0000 \n", - "1663511 0 0 0 0 0.0 0.0000 \n", - "1663512 0 0 0 0 6.0 0.3600 \n", - "1663513 0 0 0 0 0.0 0.0000 \n", - "1663516 0 0 0 0 0.0 0.0000 \n", - "1663517 0 0 0 0 20.0 4.0000 \n", - "1663519 1 0 0 0 6.0 0.3600 \n", - "1663521 0 0 0 0 0.0 0.0000 \n", - "⋮ ⋮ ⋮ ⋮ ⋮ ⋮ ⋮ \n", - "1712820 0 0 0 1 11 1.21 \n", - "1712821 0 0 0 0 0 0.00 \n", - "1712826 0 0 0 1 22 4.84 \n", - "1712830 0 0 0 0 0 0.00 \n", - "1712832 0 0 0 0 0 0.00 \n", - "1712836 0 0 0 0 0 0.00 \n", - "1712837 0 0 0 1 14 1.96 \n", - "1712840 0 0 0 0 0 0.00 \n", - "1712841 0 0 0 1 11 1.21 \n", - "1712842 0 0 0 0 0 0.00 \n", - "1712844 0 0 0 0 0 0.00 \n", - "1712845 0 0 0 0 0 0.00 \n", - "1712846 0 0 0 0 0 0.00 \n", - "1712847 0 0 0 0 0 0.00 \n", - "1712848 0 0 0 0 0 0.00 \n", - "1712849 1 0 0 1 25 6.25 \n", - "1712850 0 0 0 1 12 1.44 \n", - "1712851 0 0 0 1 3 0.09 \n", - "1712853 0 0 0 1 15 2.25 \n", - "1712855 0 0 0 0 0 0.00 \n", - "1712860 0 0 0 1 18 3.24 \n", - "1712862 0 0 0 1 5 0.25 \n", - "1712864 0 0 0 0 0 0.00 \n", - "1712865 0 0 0 0 0 0.00 \n", - "1712866 0 0 0 1 16 2.56 \n", - "1712867 0 0 0 0 0 0.00 \n", - "1712868 1 0 0 1 16 2.56 \n", - "1712869 0 0 0 1 21 4.41 \n", - "1712870 0 0 0 0 0 0.00 \n", - "1712871 1 0 0 1 2 0.04 \n", - " female:exp3\n", - "1663459 10.648000 \n", - "1663462 27.000000 \n", - "1663463 0.000000 \n", - "1663465 2.744000 \n", - "1663468 0.000000 \n", - "1663469 0.000000 \n", - "1663473 0.000000 \n", - "1663475 0.000000 \n", - "1663476 0.000000 \n", - "1663477 3.723875 \n", - "1663480 0.000000 \n", - "1663481 0.343000 \n", - "1663482 0.000000 \n", - "1663483 0.000000 \n", - "1663485 8.615125 \n", - "1663490 0.000000 \n", - "1663494 0.000000 \n", - "1663497 0.000000 \n", - "1663498 0.000000 \n", - "1663500 3.375000 \n", - "1663503 0.000000 \n", - "1663508 4.096000 \n", - "1663509 0.000000 \n", - "1663511 0.000000 \n", - "1663512 0.216000 \n", - "1663513 0.000000 \n", - "1663516 0.000000 \n", - "1663517 8.000000 \n", - "1663519 0.216000 \n", - "1663521 0.000000 \n", - "⋮ ⋮ \n", - "1712820 1.331 \n", - "1712821 0.000 \n", - "1712826 10.648 \n", - "1712830 0.000 \n", - "1712832 0.000 \n", - "1712836 0.000 \n", - "1712837 2.744 \n", - "1712840 0.000 \n", - "1712841 1.331 \n", - "1712842 0.000 \n", - "1712844 0.000 \n", - "1712845 0.000 \n", - "1712846 0.000 \n", - "1712847 0.000 \n", - "1712848 0.000 \n", - "1712849 15.625 \n", - "1712850 1.728 \n", - "1712851 0.027 \n", - "1712853 3.375 \n", - "1712855 0.000 \n", - "1712860 5.832 \n", - "1712862 0.125 \n", - "1712864 0.000 \n", - "1712865 0.000 \n", - "1712866 4.096 \n", - "1712867 0.000 \n", - "1712868 4.096 \n", - "1712869 9.261 \n", - "1712870 0.000 \n", - "1712871 0.008 " + " 2.5 % 97.5 % \n", + "female -0.29392716 -0.01591940\n", + "female:widowed -0.13309530 0.40528626\n", + "female:divorced 0.07492960 0.19894917\n", + "female:separated -0.11641774 0.16302326\n", + "female:nevermarried 0.12938077 0.24432620\n", + "female:hsd08 -0.37364347 0.42926409\n", + "female:hsd911 -0.26870533 0.03003525\n", + "female:hsg -0.06502795 0.03924839\n", + "female:cg -0.04157113 0.06184824\n", + "female:ad -0.09569738 0.03476989\n", + "female:mw -0.05459343 0.05246655\n", + "female:so -0.06260432 0.04623763\n", + "female:we -0.06549766 0.05704541\n", + "female:exp1 -0.01644965 0.02632017\n", + "female:exp2 -0.28387860 -0.03516005\n", + "female:exp3 0.01689389 0.06000727" ] }, "metadata": {}, @@ -1312,7 +850,8 @@ } ], "source": [ - "X[, index.gender]" + "joint.CI <- confint(effects.female, level = 0.95, joint = TRUE)\n", + "joint.CI" ] }, { @@ -1326,50 +865,6 @@ "outputs": [], "source": [] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [], - "source": [] - }, { "cell_type": "markdown", "metadata": {}, From c4e701c284d45abd976dd25adf755fcb6fd9f35c Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Wed, 12 Oct 2022 05:25:08 -0500 Subject: [PATCH 16/28] # --- tutorial/HDMjl_tutorial_1.ipynb | 438 ++++++++++++++++++++------------ tutorial/r_file.ipynb | 350 +++++++++++++++++++------ 2 files changed, 545 insertions(+), 243 deletions(-) diff --git a/tutorial/HDMjl_tutorial_1.ipynb b/tutorial/HDMjl_tutorial_1.ipynb index 2ed2e50..31aa40b 100644 --- a/tutorial/HDMjl_tutorial_1.ipynb +++ b/tutorial/HDMjl_tutorial_1.ipynb @@ -889,6 +889,15 @@ "### 4.4. Application: Estimation of the treatment effect in a linear model with many confounding factors" ] }, + { + "cell_type": "code", + "execution_count": 409, + "metadata": {}, + "outputs": [], + "source": [ + "using LinearAlgebra" + ] + }, { "cell_type": "code", "execution_count": 14, @@ -917,7 +926,7 @@ }, { "cell_type": "code", - "execution_count": 18, + "execution_count": 401, "metadata": {}, "outputs": [], "source": [ @@ -935,81 +944,52 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 475, + "metadata": {}, + "outputs": [], + "source": [ + "Q, R = qr(hcat(ones(length(y)), X_1))\n", + "β = pinv(hcat(ones(length(y)), X_1)) * y\n", + "# ls_effect = β;\n", + ";" + ] + }, + { + "cell_type": "code", + "execution_count": 495, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 521, "metadata": {}, "outputs": [ { "data": { "text/plain": [ - "LinearModel{GLM.LmResp{Vector{Float64}}, GLM.DensePredChol{Float64, LinearAlgebra.CholeskyPivoted{Float64, Matrix{Float64}, Vector{Int64}}}}:\n", - "\n", - "Coefficients:\n", - "────────────────────────────────────────────────────────────────────────────────\n", - " Coef. Std. Error t Pr(>|t|) Lower 95% Upper 95%\n", - "────────────────────────────────────────────────────────────────────────────────\n", - "x1 0.0 NaN NaN NaN NaN NaN\n", - "x2 -0.0366232 0.0216873 -1.69 0.0987 -0.08039 0.0071436\n", - "x3 -0.049561 0.0277206 -1.79 0.0810 -0.105503 0.00638146\n", - "x4 0.0109733 0.144971 0.08 0.9400 -0.28159 0.303536\n", - "x5 -0.61884 0.392592 -1.58 0.1225 -1.41112 0.173443\n", - "x6 0.0 NaN NaN NaN NaN NaN\n", - "x7 0.0653886 0.191762 0.34 0.7348 -0.321604 0.452381\n", - "x8 -0.0130227 0.220896 -0.06 0.9533 -0.458809 0.432764\n", - "x9 0.317601 0.136132 2.33 0.0245 0.0428751 0.592327\n", - "x10 0.0192542 0.104553 0.18 0.8548 -0.191742 0.23025\n", - "x11 -0.223675 0.111066 -2.01 0.0505 -0.447816 0.000465448\n", - "x12 -0.0285525 0.172121 -0.17 0.8690 -0.375908 0.318803\n", - "x13 -0.06466 0.110926 -0.58 0.5631 -0.288518 0.159198\n", - "x14 -0.0827085 0.106666 -0.78 0.4425 -0.29797 0.132553\n", - "x15 -0.00952063 0.0254533 -0.37 0.7103 -0.0608875 0.0418462\n", - "x16 0.0 NaN NaN NaN NaN NaN\n", - "x17 0.0785956 0.0659261 1.19 0.2399 -0.0544487 0.21164\n", - "x18 0.0 NaN NaN NaN NaN NaN\n", - "x19 0.0147886 0.0300756 0.49 0.6255 -0.0459065 0.0754837\n", - "x20 -0.313055 0.27212 -1.15 0.2565 -0.862216 0.236105\n", - "x21 0.101771 0.090829 1.12 0.2689 -0.0815298 0.285071\n", - "x22 0.0 NaN NaN NaN NaN NaN\n", - "x23 0.0 NaN NaN NaN NaN NaN\n", - "x24 0.357228 0.24998 1.43 0.1604 -0.147253 0.861708\n", - "x25 -0.287676 0.263885 -1.09 0.2819 -0.820218 0.244866\n", - "x26 -0.134781 0.144646 -0.93 0.3568 -0.426689 0.157128\n", - "x27 0.0 NaN NaN NaN NaN NaN\n", - "x28 -0.0570462 0.171219 -0.33 0.7407 -0.40258 0.288487\n", - "x29 0.0410234 0.0861237 0.48 0.6363 -0.132781 0.214828\n", - "x30 0.0122654 0.0897691 0.14 0.8920 -0.168896 0.193427\n", - "x31 0.0 NaN NaN NaN NaN NaN\n", - "x32 0.00856028 0.0183311 0.47 0.6429 -0.0284333 0.0455539\n", - "x33 -0.0141407 0.0214721 -0.66 0.5138 -0.0574733 0.0291918\n", - "x34 0.0 NaN NaN NaN NaN NaN\n", - "x35 -0.0401447 0.0489759 -0.82 0.4170 -0.138982 0.0586928\n", - "x36 0.0406806 0.0523095 0.78 0.4411 -0.0648842 0.146245\n", - "x37 0.0 NaN NaN NaN NaN NaN\n", - "x38 0.0 NaN NaN NaN NaN NaN\n", - "x39 0.0 NaN NaN NaN NaN NaN\n", - "x40 -0.0438831 0.0354963 -1.24 0.2232 -0.115518 0.0277514\n", - "x41 0.0198653 0.0177205 1.12 0.2686 -0.0158962 0.0556268\n", - "x42 0.0237951 0.018077 1.32 0.1952 -0.0126858 0.0602759\n", - "x43 -0.0245828 0.0246516 -1.00 0.3244 -0.0743318 0.0251662\n", - "x44 -2.58955e-8 1.06384e-7 -0.24 0.8089 -2.40586e-7 1.88795e-7\n", - "x45 0.0634478 0.134926 0.47 0.6406 -0.208844 0.33574\n", - "x46 -0.111512 0.33659 -0.33 0.7421 -0.790778 0.567755\n", - "x47 0.0 NaN NaN NaN NaN NaN\n", - "x48 -0.0673765 0.230006 -0.29 0.7710 -0.531548 0.396795\n", - "x49 0.0348377 0.112888 0.31 0.7591 -0.192979 0.262654\n", - "x50 0.0306221 0.11848 0.26 0.7973 -0.208481 0.269725\n", - "x51 0.114321 0.447811 0.26 0.7997 -0.789399 1.01804\n", - "x52 -0.0403413 0.217537 -0.19 0.8538 -0.479349 0.398666\n", - "x53 -0.0794911 0.229381 -0.35 0.7307 -0.542401 0.383419\n", - "x54 0.0 NaN NaN NaN NaN NaN\n", - "x55 -0.113094 0.133428 -0.85 0.4015 -0.382363 0.156175\n", - "x56 0.231347 0.201217 1.15 0.2568 -0.174726 0.637419\n", - "x57 2.00279e-5 0.000732672 0.03 0.9783 -0.00145856 0.00149862\n", - "x58 0.000279117 0.00108839 0.26 0.7989 -0.00191734 0.00247558\n", - "x59 -0.311523 0.18417 -1.69 0.0982 -0.683194 0.0601472\n", - "x60 0.298687 0.18672 1.60 0.1172 -0.0781284 0.675503\n", - "x61 -3.25316e-5 4.94833e-5 -0.66 0.5145 -0.000132393 6.73298e-5\n", - "x62 -0.0515082 0.0905298 -0.57 0.5724 -0.234205 0.131188\n", - "────────────────────────────────────────────────────────────────────────────────\n" + "62-element Vector{Float64}:\n", + " 0.08610965052296786\n", + " 0.017603705140386082\n", + " 0.023113130326795704\n", + " 0.09206866053605631\n", + " 0.0878861223713962\n", + " 0.05589048429931293\n", + " 0.1496453568701311\n", + " 0.1554834828840219\n", + " 0.10812292916708843\n", + " 0.08661892282903665\n", + " ⋮\n", + " 0.026921968250533907\n", + " 0.11093580210306042\n", + " 0.13864854930265377\n", + " 0.0006380087011397892\n", + " 0.0008637312895228336\n", + " 0.1425986274859988\n", + " 0.1436075515325452\n", + " 4.171442859962156e-5\n", + " 0.08027895945461645" ] }, "metadata": {}, @@ -1017,95 +997,254 @@ } ], "source": [ - "ls_effect = lm(hcat(ones(length(y)), X_1), y)" + "res = y - hcat(ones(length(y)), X_1) * β;\n", + "n = size(hcat(ones(length(y)), X_1))[1]\n", + "k = size(hcat(ones(length(y)), X_1))[2]\n", + "\n", + "sigma2_hat = (res' * res) / (n - k)\n", + "vcov_beta_hat = sigma2_hat .* pinv(hcat(ones(length(y)), X_1)' * hcat(ones(length(y)), X_1));\n", + "se = sqrt.(diag(vcov_beta_hat))" ] }, { "cell_type": "code", - "execution_count": 1158, + "execution_count": 487, "metadata": {}, "outputs": [], "source": [ - "lasso_effect = HDMjl.rlassoEffect(X, y, d, method = \"partialling out\");" + "res = y .- β[1] .+ X_1 * β[2:length(β)];\n", + "n = size(X_1)[1]\n", + "k = size(X_1)[2]\n", + "\n", + "sigma2_hat = (res' * res) / (n - k)\n", + "vcov_beta_hat = sigma2_hat .* pinv(X_1' * X_1);" ] }, { "cell_type": "code", - "execution_count": 1163, + "execution_count": 499, "metadata": {}, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "Coefficients:\n", - "\n", - " \u001b[1m 1 \u001b[0m\n", - "\n", - " -0.0498\n" - ] + "data": { + "text/plain": [ + "62-element Vector{Float64}:\n", + " 0.08610965052296786\n", + " 0.017603705140386082\n", + " 0.023113130326795704\n", + " 0.09206866053605631\n", + " 0.0878861223713962\n", + " 0.05589048429931293\n", + " 0.1496453568701311\n", + " 0.1554834828840219\n", + " 0.10812292916708843\n", + " 0.08661892282903665\n", + " ⋮\n", + " 0.026921968250533907\n", + " 0.11093580210306042\n", + " 0.13864854930265377\n", + " 0.0006380087011397892\n", + " 0.0008637312895228336\n", + " 0.1425986274859988\n", + " 0.1436075515325452\n", + " 4.171442859962156e-5\n", + " 0.08027895945461645" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "HDMjl.r_print(lasso_effect, digits = 4)" + "sqrt.(diag(vcov_beta_hat))" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "res = y .- β[1] .+ X_1 * β[2:length(β)];\n", + "n = size(X_1)[1]\n", + "k = size(X_1)[2]\n", + "\n", + "VCV = (1/(n-k)) * res' * res * (X_1' * X_1).^(-1)\n", + "se = sqrt.(diag(VCV))" + ] + }, + { + "cell_type": "code", + "execution_count": 518, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 516, "metadata": {}, "outputs": [ { - "name": "stdout", - "output_type": "stream", - "text": [ - "Estimates and significance testing of the effect of target variables\n", - " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", - "\n", - " 1 -0.0498115 0.0139364 -3.57421 0.000351288\n", - "---\n", - "Signif. codes:\n", - "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" - ] + "data": { + "text/plain": [ + "62-element Vector{Float64}:\n", + " 0.08610965052296786\n", + " 0.017603705140386082\n", + " 0.023113130326795704\n", + " 0.09206866053605631\n", + " 0.0878861223713962\n", + " 0.05589048429931293\n", + " 0.1496453568701311\n", + " 0.1554834828840219\n", + " 0.10812292916708843\n", + " 0.08661892282903665\n", + " ⋮\n", + " 0.026921968250533907\n", + " 0.11093580210306042\n", + " 0.13864854930265377\n", + " 0.0006380087011397892\n", + " 0.0008637312895228336\n", + " 0.1425986274859988\n", + " 0.1436075515325452\n", + " 4.171442859962156e-5\n", + " 0.08027895945461645" + ] + }, + "metadata": {}, + "output_type": "display_data" } ], "source": [ - "HDMjl.r_summary(lasso_effect);" + "res = y - hcat(ones(length(y)), X_1) * β;\n", + "n = size(hcat(ones(length(y)), X_1))[1]\n", + "k = size(hcat(ones(length(y)), X_1))[2]\n", + "\n", + "VCV = (1/(n-k)) * res' * res * pinv(hcat(ones(length(y)), X_1)' * hcat(ones(length(y)), X_1))\n", + "se = sqrt.(diag(VCV))" ] }, { "cell_type": "code", - "execution_count": 14, + "execution_count": 466, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "62×62 Matrix{Float64}:\n", + " 0.0111111 0.00144246 0.0658449 … 0.000260434 1.20302\n", + " 0.00144246 0.000184788 0.00930174 3.30908e-5 0.151883\n", + " 0.0658449 0.00930174 0.12367 0.00317199 -7.17679\n", + " 0.0504817 0.00647158 0.358308 0.00111049 4.44408\n", + " 0.392147 0.0540547 1.57572 0.0128551 33.2372\n", + " 0.0996016 0.0120284 0.921392 … 0.00197435 11.2608\n", + " 0.081011 0.00980504 0.745556 0.00153338 9.71034\n", + " 0.135117 0.0161754 1.23623 0.00291732 19.7479\n", + " 0.0124378 0.0015926 0.0807411 0.000267281 1.21177\n", + " 0.0120831 0.00155318 0.0754114 0.00026518 1.1742\n", + " ⋮ ⋱ ⋮ \n", + " 0.0121776 0.00147682 0.114702 0.000226807 3.1335\n", + " 0.0106281 0.00130316 0.0948694 0.000182814 1.83556\n", + " 0.0141766 0.00169469 0.145264 … 0.000292001 10.3166\n", + " 0.000334638 4.44183e-5 0.00166408 7.84737e-6 0.0373331\n", + " 0.000572377 7.50425e-5 0.00318491 1.27905e-5 0.055565\n", + " 0.0829304 0.0103042 0.714294 0.00288564 7.41059\n", + " 0.0769704 0.00965327 0.626807 0.00248797 5.66682\n", + " 0.000260434 3.30908e-5 0.00317199 … 6.98687e-7 -0.0149962\n", + " 1.20302 0.151883 -7.17679 -0.0149962 3.1309" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "(hcat(ones(length(y)), X_1)' * hcat(ones(length(y)), X_1)).^(-1)" + ] + }, + { + "cell_type": "code", + "execution_count": 427, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "90-element Vector{Float64}:\n", + " 0.002018790497900342\n", + " -0.007247270780727941\n", + " -0.022075305759001712\n", + " -0.0034696374151797077\n", + " 0.016334381463218507\n", + " 0.015363692977050536\n", + " -0.037171480372134066\n", + " 0.017679847993617295\n", + " 0.017453589093655266\n", + " 0.002645375456359886\n", + " ⋮\n", + " 0.0010414910898434784\n", + " -0.0023506981061814647\n", + " -0.002709992808522771\n", + " 0.006145883034070911\n", + " 0.0023913423465569926\n", + " -0.008391909370482717\n", + " 0.009916455794830963\n", + " -0.012612526399026547\n", + " -0.0044420236796179" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "y - hcat(ones(length(y)), X_1) * β" + ] + }, + { + "cell_type": "code", + "execution_count": 415, "metadata": {}, "outputs": [], "source": [ - "doublesel_effect = HDMjl.rlassoEffect(X, y, d, method = \"double selection\");" + "# ls_effect = lm(hcat(ones(length(y)), X_1)[:, 1:42], y);" ] }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 419, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Coefficients:\n", - "\n", - " \u001b[1m 1 \u001b[0m\n", + "Estimates and significance testing of the effect of target variables\n", + " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", "\n", - " -0.05001\n" + " 1 -0.0498115 0.0139364 -3.57421 0.000351288\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" ] } ], "source": [ - "HDMjl.r_print(doublesel_effect, 5)" + "lasso_effect = HDMjl.rlassoEffect(X, y, d, method = \"partialling out\");\n", + "HDMjl.r_summary(lasso_effect);" ] }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 420, "metadata": {}, "outputs": [ { @@ -1123,75 +1262,22 @@ } ], "source": [ + "doublesel_effect = HDMjl.rlassoEffect(X, y, d, method = \"double selection\");\n", "HDMjl.r_summary(doublesel_effect);" ] }, { "cell_type": "code", - "execution_count": 1169, + "execution_count": null, "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "LinearModel{GLM.LmResp{Vector{Float64}}, GLM.DensePredChol{Float64, CholeskyPivoted{Float64, Matrix{Float64}, Vector{Int64}}}}:\n", - "\n", - "Coefficients:\n", - "────────────────────────────────────────────────────────────────────────────\n", - " Coef. Std. Error t Pr(>|t|) Lower 95% Upper 95%\n", - "────────────────────────────────────────────────────────────────────────────\n", - "x1 -0.0515095 0.0134834 -3.82 0.0003 -0.0785095 -0.0245095\n", - "x2 -0.0698222 0.0222899 -3.13 0.0027 -0.114457 -0.0251875\n", - "x3 0.144115 0.0817989 1.76 0.0835 -0.019685 0.307914\n", - "x4 -0.549012 0.33678 -1.63 0.1086 -1.2234 0.125378\n", - "x5 0.0 NaN NaN NaN NaN NaN\n", - "x6 -0.00178011 0.16532 -0.01 0.9914 -0.332827 0.329267\n", - "x7 -0.0499058 0.19071 -0.26 0.7945 -0.431796 0.331984\n", - "x8 0.344992 0.118384 2.91 0.0051 0.107931 0.582052\n", - "x9 -0.0276954 0.0967556 -0.29 0.7757 -0.221445 0.166054\n", - "x10 -0.191668 0.0974433 -1.97 0.0541 -0.386795 0.00345863\n", - "x11 -0.0617711 0.153902 -0.40 0.6897 -0.369954 0.246412\n", - "x12 -0.0199024 0.101637 -0.20 0.8454 -0.223427 0.183622\n", - "x13 -0.0329039 0.0960136 -0.34 0.7331 -0.225168 0.15936\n", - "x14 -0.0292139 0.0209751 -1.39 0.1691 -0.0712158 0.0127879\n", - "x15 1.00723 0.42872 2.35 0.0223 0.148738 1.86573\n", - "x16 0.0935241 0.0284037 3.29 0.0017 0.0366466 0.150402\n", - "x17 0.0 NaN NaN NaN NaN NaN\n", - "x18 0.0231697 0.0203674 1.14 0.2601 -0.0176153 0.0639547\n", - "x19 -0.898484 0.378689 -2.37 0.0211 -1.6568 -0.140171\n", - "x20 0.106289 0.0709861 1.50 0.1398 -0.0358584 0.248436\n", - "x21 0.0 NaN NaN NaN NaN NaN\n", - "x22 0.0 NaN NaN NaN NaN NaN\n", - "x23 0.566105 0.20177 2.81 0.0069 0.162067 0.970142\n", - "x24 -0.291019 0.248987 -1.17 0.2473 -0.789607 0.207569\n", - "x25 -0.0611354 0.126924 -0.48 0.6319 -0.315296 0.193025\n", - "x26 0.0 NaN NaN NaN NaN NaN\n", - "x27 -0.00073184 0.13671 -0.01 0.9957 -0.274489 0.273026\n", - "x28 -0.00117443 0.0656851 -0.02 0.9858 -0.132707 0.130358\n", - "x29 0.00512217 0.0725344 0.07 0.9439 -0.140125 0.15037\n", - "x30 0.0 NaN NaN NaN NaN NaN\n", - "x31 0.013586 0.00993516 1.37 0.1768 -0.00630877 0.0334808\n", - "x32 -0.0169288 0.0119869 -1.41 0.1633 -0.0409322 0.00707452\n", - "x33 0.0 NaN NaN NaN NaN NaN\n", - "x34 -0.00277954 0.0154127 -0.18 0.8575 -0.033643 0.0280839\n", - "x35 0.00440392 0.0165118 0.27 0.7907 -0.0286605 0.0374683\n", - "x36 0.0 NaN NaN NaN NaN NaN\n", - "x37 0.0 NaN NaN NaN NaN NaN\n", - "x38 0.0 NaN NaN NaN NaN NaN\n", - "x39 -0.0438025 0.0252029 -1.74 0.0876 -0.0942704 0.00666544\n", - "x40 0.020849 0.0124995 1.67 0.1008 -0.0041807 0.0458788\n", - "x41 0.0227094 0.0128426 1.77 0.0824 -0.00300744 0.0484262\n", - "x42 -0.0248346 0.0218271 -1.14 0.2600 -0.0685426 0.0188735\n", - "x43 -8.29688e-8 8.04977e-8 -1.03 0.3070 -2.44163e-7 7.82252e-8\n", - "────────────────────────────────────────────────────────────────────────────\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], + "outputs": [], "source": [ - "ls_effect = lm(X_1[:,1:43], y)" + "using PrettyTables\n", + "table = zeros(4,2)\n", + "table[1,:] = [coef(ED_ols)[2], stderror(ED_ols)[2]]\n", + "table[2,:] = [ED_2sls[\"coefficients\"][1,2], ED_2sls[\"se\"][1]]\n", + "table[3,:] = Matrix(HDMjl.r_summary(lasso_IV_Z)[:,2:3]);\n", + "table[4, :] = Matrix(HDMjl.r_summary(lasso_IV_XZ)[:, 2:3]);" ] }, { @@ -1201,6 +1287,20 @@ "outputs": [], "source": [] }, + { + "cell_type": "code", + "execution_count": 421, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "metadata": {}, diff --git a/tutorial/r_file.ipynb b/tutorial/r_file.ipynb index a8e217f..d83e963 100644 --- a/tutorial/r_file.ipynb +++ b/tutorial/r_file.ipynb @@ -874,7 +874,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 321, "metadata": { "vscode": { "languageId": "r" @@ -923,7 +923,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 322, "metadata": { "vscode": { "languageId": "r" @@ -940,7 +940,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 331, "metadata": { "vscode": { "languageId": "r" @@ -949,34 +949,277 @@ "outputs": [ { "data": { - "text/plain": [ + "text/html": [ + "\n", + "\n", + "\n", + "\t\n", + "\n", + "\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\n", + "
A matrix: 62 × 4 of type dbl
EstimateStd. Errort valuePr(>|t|)
(Intercept) 0.2471608930.78450163 0.315054660.755056170
gdpsh465-0.0093779890.02988773-0.313773910.756018518
bmp1l-0.0688626790.03253065-2.116855130.043289718
freeop 0.0800689740.20786400 0.385198850.703000838
freetar-0.4889626050.41816285-1.169311430.252136477
h65-2.3620986380.85729167-2.755303380.010192435
hm65 0.7071434000.52314511 1.351715600.187285919
hf65 1.6934484250.50318881 3.365433370.002232683
p65 0.2655266950.16429407 1.616167290.117271229
pm65 0.1369526260.15121749 0.905666570.372840111
pf65-0.3312669480.16512299-2.006183030.054583866
s65 0.0390793060.18552248 0.210644590.834690082
sm65-0.0306685070.11679396-0.262586420.794791807
sf65-0.1799172800.11809892-1.523445560.138863011
fert65 0.0068808340.02705142 0.254361280.801075252
mort65-0.2334545030.81742198-0.285598520.777287824
lifee065-0.0149144730.19333559-0.077142920.939058459
gpop1 0.9701845791.81220835 0.535360390.596627593
fert1 0.0088381890.03504148 0.252220770.802712696
mort1 0.0665629280.68481002 0.097199110.923260701
invsh41 0.0744611260.10844692 0.686613540.497973611
geetot1-0.7151049061.68013567-0.425623310.673636102
geerec1 0.6300046302.44737848 0.257420190.798736842
gde1-0.4435752191.67120674-0.265422110.792628757
govwb1 0.3374523640.43798695 0.770462140.447478336
govsh41 0.4631746321.92543733 0.240555550.811652246
gvxdxe41-0.7933815822.05939737-0.385249390.702963815
high65-0.7524838280.90572159-0.830811410.413108816
highm65-0.3902618040.68124930-0.572861950.571310302
highf65-0.4177487050.56149048-0.743999630.463075062
⋮⋮⋮⋮⋮
highcf65 3.920771e-017.660246e-01 0.511833600.61278088
human65 2.337269e+003.307269e+00 0.706706780.48558873
humanm65-1.209249e+001.618516e+00-0.747134750.46121072
humanf65-1.103947e+001.684693e+00-0.655280750.51763499
hyr65 5.491388e+012.388729e+01 2.298874300.02918450
hyrm65 1.293505e+012.317142e+01 0.558232780.58112223
hyrf65 9.092580e+001.766958e+01 0.514589480.61087820
no65 3.720986e-021.319733e-01 0.281949940.78005541
nom65-2.119769e-026.495975e-02-0.326320320.74660861
nof65-1.685782e-026.700258e-02-0.251599540.80318810
pinstab1-4.997113e-023.092081e-02-1.616100190.11728579
pop65 1.031796e-071.317950e-07 0.782879290.44026959
worker65 3.407897e-021.561909e-01 0.218187860.82886516
pop1565-4.655346e-014.713340e-01-0.987695820.33176044
pop6565-1.357450e+006.349424e-01-2.137910490.04139326
sec65-1.089278e-023.076618e-01-0.035405060.97200796
secm65 3.343664e-031.511923e-01 0.022115300.98251284
secf65-2.304329e-031.579715e-01-0.014586990.98846512
secc65-4.915284e-017.290408e-01-0.674212460.50570489
seccm65 2.596016e-013.556533e-01 0.729928730.47149686
seccf65 2.206524e-013.733333e-01 0.591033250.55923950
syr65-7.555807e-017.976763e+00-0.094722730.92520970
syrm65 3.109007e-013.896731e+00 0.079785020.93697576
syrf65 7.592811e-014.110634e+00 0.184711430.85478676
teapri65 3.954523e-057.700406e-04 0.051354740.95940747
teasec65 2.496674e-041.171230e-03 0.213166780.83274136
ex1-5.804081e-012.418472e-01-2.399895930.02329485
im1 5.914450e-012.502978e-01 2.362965580.02530892
xr65-1.037768e-045.416760e-05-1.915846520.06564690
tot1-1.279011e-011.125951e-01-1.135938420.26561200
\n" + ], + "text/latex": [ + "A matrix: 62 × 4 of type dbl\n", + "\\begin{tabular}{r|llll}\n", + " & Estimate & Std. Error & t value & Pr(>\\textbar{}t\\textbar{})\\\\\n", + "\\hline\n", + "\t(Intercept) & 0.247160893 & 0.78450163 & 0.31505466 & 0.755056170\\\\\n", + "\tgdpsh465 & -0.009377989 & 0.02988773 & -0.31377391 & 0.756018518\\\\\n", + "\tbmp1l & -0.068862679 & 0.03253065 & -2.11685513 & 0.043289718\\\\\n", + "\tfreeop & 0.080068974 & 0.20786400 & 0.38519885 & 0.703000838\\\\\n", + "\tfreetar & -0.488962605 & 0.41816285 & -1.16931143 & 0.252136477\\\\\n", + "\th65 & -2.362098638 & 0.85729167 & -2.75530338 & 0.010192435\\\\\n", + "\thm65 & 0.707143400 & 0.52314511 & 1.35171560 & 0.187285919\\\\\n", + "\thf65 & 1.693448425 & 0.50318881 & 3.36543337 & 0.002232683\\\\\n", + "\tp65 & 0.265526695 & 0.16429407 & 1.61616729 & 0.117271229\\\\\n", + "\tpm65 & 0.136952626 & 0.15121749 & 0.90566657 & 0.372840111\\\\\n", + "\tpf65 & -0.331266948 & 0.16512299 & -2.00618303 & 0.054583866\\\\\n", + "\ts65 & 0.039079306 & 0.18552248 & 0.21064459 & 0.834690082\\\\\n", + "\tsm65 & -0.030668507 & 0.11679396 & -0.26258642 & 0.794791807\\\\\n", + "\tsf65 & -0.179917280 & 0.11809892 & -1.52344556 & 0.138863011\\\\\n", + "\tfert65 & 0.006880834 & 0.02705142 & 0.25436128 & 0.801075252\\\\\n", + "\tmort65 & -0.233454503 & 0.81742198 & -0.28559852 & 0.777287824\\\\\n", + "\tlifee065 & -0.014914473 & 0.19333559 & -0.07714292 & 0.939058459\\\\\n", + "\tgpop1 & 0.970184579 & 1.81220835 & 0.53536039 & 0.596627593\\\\\n", + "\tfert1 & 0.008838189 & 0.03504148 & 0.25222077 & 0.802712696\\\\\n", + "\tmort1 & 0.066562928 & 0.68481002 & 0.09719911 & 0.923260701\\\\\n", + "\tinvsh41 & 0.074461126 & 0.10844692 & 0.68661354 & 0.497973611\\\\\n", + "\tgeetot1 & -0.715104906 & 1.68013567 & -0.42562331 & 0.673636102\\\\\n", + "\tgeerec1 & 0.630004630 & 2.44737848 & 0.25742019 & 0.798736842\\\\\n", + "\tgde1 & -0.443575219 & 1.67120674 & -0.26542211 & 0.792628757\\\\\n", + "\tgovwb1 & 0.337452364 & 0.43798695 & 0.77046214 & 0.447478336\\\\\n", + "\tgovsh41 & 0.463174632 & 1.92543733 & 0.24055555 & 0.811652246\\\\\n", + "\tgvxdxe41 & -0.793381582 & 2.05939737 & -0.38524939 & 0.702963815\\\\\n", + "\thigh65 & -0.752483828 & 0.90572159 & -0.83081141 & 0.413108816\\\\\n", + "\thighm65 & -0.390261804 & 0.68124930 & -0.57286195 & 0.571310302\\\\\n", + "\thighf65 & -0.417748705 & 0.56149048 & -0.74399963 & 0.463075062\\\\\n", + "\t⋮ & ⋮ & ⋮ & ⋮ & ⋮\\\\\n", + "\thighcf65 & 3.920771e-01 & 7.660246e-01 & 0.51183360 & 0.61278088\\\\\n", + "\thuman65 & 2.337269e+00 & 3.307269e+00 & 0.70670678 & 0.48558873\\\\\n", + "\thumanm65 & -1.209249e+00 & 1.618516e+00 & -0.74713475 & 0.46121072\\\\\n", + "\thumanf65 & -1.103947e+00 & 1.684693e+00 & -0.65528075 & 0.51763499\\\\\n", + "\thyr65 & 5.491388e+01 & 2.388729e+01 & 2.29887430 & 0.02918450\\\\\n", + "\thyrm65 & 1.293505e+01 & 2.317142e+01 & 0.55823278 & 0.58112223\\\\\n", + "\thyrf65 & 9.092580e+00 & 1.766958e+01 & 0.51458948 & 0.61087820\\\\\n", + "\tno65 & 3.720986e-02 & 1.319733e-01 & 0.28194994 & 0.78005541\\\\\n", + "\tnom65 & -2.119769e-02 & 6.495975e-02 & -0.32632032 & 0.74660861\\\\\n", + "\tnof65 & -1.685782e-02 & 6.700258e-02 & -0.25159954 & 0.80318810\\\\\n", + "\tpinstab1 & -4.997113e-02 & 3.092081e-02 & -1.61610019 & 0.11728579\\\\\n", + "\tpop65 & 1.031796e-07 & 1.317950e-07 & 0.78287929 & 0.44026959\\\\\n", + "\tworker65 & 3.407897e-02 & 1.561909e-01 & 0.21818786 & 0.82886516\\\\\n", + "\tpop1565 & -4.655346e-01 & 4.713340e-01 & -0.98769582 & 0.33176044\\\\\n", + "\tpop6565 & -1.357450e+00 & 6.349424e-01 & -2.13791049 & 0.04139326\\\\\n", + "\tsec65 & -1.089278e-02 & 3.076618e-01 & -0.03540506 & 0.97200796\\\\\n", + "\tsecm65 & 3.343664e-03 & 1.511923e-01 & 0.02211530 & 0.98251284\\\\\n", + "\tsecf65 & -2.304329e-03 & 1.579715e-01 & -0.01458699 & 0.98846512\\\\\n", + "\tsecc65 & -4.915284e-01 & 7.290408e-01 & -0.67421246 & 0.50570489\\\\\n", + "\tseccm65 & 2.596016e-01 & 3.556533e-01 & 0.72992873 & 0.47149686\\\\\n", + "\tseccf65 & 2.206524e-01 & 3.733333e-01 & 0.59103325 & 0.55923950\\\\\n", + "\tsyr65 & -7.555807e-01 & 7.976763e+00 & -0.09472273 & 0.92520970\\\\\n", + "\tsyrm65 & 3.109007e-01 & 3.896731e+00 & 0.07978502 & 0.93697576\\\\\n", + "\tsyrf65 & 7.592811e-01 & 4.110634e+00 & 0.18471143 & 0.85478676\\\\\n", + "\tteapri65 & 3.954523e-05 & 7.700406e-04 & 0.05135474 & 0.95940747\\\\\n", + "\tteasec65 & 2.496674e-04 & 1.171230e-03 & 0.21316678 & 0.83274136\\\\\n", + "\tex1 & -5.804081e-01 & 2.418472e-01 & -2.39989593 & 0.02329485\\\\\n", + "\tim1 & 5.914450e-01 & 2.502978e-01 & 2.36296558 & 0.02530892\\\\\n", + "\txr65 & -1.037768e-04 & 5.416760e-05 & -1.91584652 & 0.06564690\\\\\n", + "\ttot1 & -1.279011e-01 & 1.125951e-01 & -1.13593842 & 0.26561200\\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ "\n", - "Call:\n", - "lm(formula = fmla, data = GrowthData)\n", + "A matrix: 62 × 4 of type dbl\n", "\n", - "Coefficients:\n", - "(Intercept) gdpsh465 bmp1l freeop freetar h65 \n", - " 2.472e-01 -9.378e-03 -6.886e-02 8.007e-02 -4.890e-01 -2.362e+00 \n", - " hm65 hf65 p65 pm65 pf65 s65 \n", - " 7.071e-01 1.693e+00 2.655e-01 1.370e-01 -3.313e-01 3.908e-02 \n", - " sm65 sf65 fert65 mort65 lifee065 gpop1 \n", - " -3.067e-02 -1.799e-01 6.881e-03 -2.335e-01 -1.491e-02 9.702e-01 \n", - " fert1 mort1 invsh41 geetot1 geerec1 gde1 \n", - " 8.838e-03 6.656e-02 7.446e-02 -7.151e-01 6.300e-01 -4.436e-01 \n", - " govwb1 govsh41 gvxdxe41 high65 highm65 highf65 \n", - " 3.375e-01 4.632e-01 -7.934e-01 -7.525e-01 -3.903e-01 -4.177e-01 \n", - " highc65 highcm65 highcf65 human65 humanm65 humanf65 \n", - " -2.216e+00 2.797e-01 3.921e-01 2.337e+00 -1.209e+00 -1.104e+00 \n", - " hyr65 hyrm65 hyrf65 no65 nom65 nof65 \n", - " 5.491e+01 1.294e+01 9.093e+00 3.721e-02 -2.120e-02 -1.686e-02 \n", - " pinstab1 pop65 worker65 pop1565 pop6565 sec65 \n", - " -4.997e-02 1.032e-07 3.408e-02 -4.655e-01 -1.357e+00 -1.089e-02 \n", - " secm65 secf65 secc65 seccm65 seccf65 syr65 \n", - " 3.344e-03 -2.304e-03 -4.915e-01 2.596e-01 2.207e-01 -7.556e-01 \n", - " syrm65 syrf65 teapri65 teasec65 ex1 im1 \n", - " 3.109e-01 7.593e-01 3.955e-05 2.497e-04 -5.804e-01 5.914e-01 \n", - " xr65 tot1 \n", - " -1.038e-04 -1.279e-01 \n" + "| | Estimate | Std. Error | t value | Pr(>|t|) |\n", + "|---|---|---|---|---|\n", + "| (Intercept) | 0.247160893 | 0.78450163 | 0.31505466 | 0.755056170 |\n", + "| gdpsh465 | -0.009377989 | 0.02988773 | -0.31377391 | 0.756018518 |\n", + "| bmp1l | -0.068862679 | 0.03253065 | -2.11685513 | 0.043289718 |\n", + "| freeop | 0.080068974 | 0.20786400 | 0.38519885 | 0.703000838 |\n", + "| freetar | -0.488962605 | 0.41816285 | -1.16931143 | 0.252136477 |\n", + "| h65 | -2.362098638 | 0.85729167 | -2.75530338 | 0.010192435 |\n", + "| hm65 | 0.707143400 | 0.52314511 | 1.35171560 | 0.187285919 |\n", + "| hf65 | 1.693448425 | 0.50318881 | 3.36543337 | 0.002232683 |\n", + "| p65 | 0.265526695 | 0.16429407 | 1.61616729 | 0.117271229 |\n", + "| pm65 | 0.136952626 | 0.15121749 | 0.90566657 | 0.372840111 |\n", + "| pf65 | -0.331266948 | 0.16512299 | -2.00618303 | 0.054583866 |\n", + "| s65 | 0.039079306 | 0.18552248 | 0.21064459 | 0.834690082 |\n", + "| sm65 | -0.030668507 | 0.11679396 | -0.26258642 | 0.794791807 |\n", + "| sf65 | -0.179917280 | 0.11809892 | -1.52344556 | 0.138863011 |\n", + "| fert65 | 0.006880834 | 0.02705142 | 0.25436128 | 0.801075252 |\n", + "| mort65 | -0.233454503 | 0.81742198 | -0.28559852 | 0.777287824 |\n", + "| lifee065 | -0.014914473 | 0.19333559 | -0.07714292 | 0.939058459 |\n", + "| gpop1 | 0.970184579 | 1.81220835 | 0.53536039 | 0.596627593 |\n", + "| fert1 | 0.008838189 | 0.03504148 | 0.25222077 | 0.802712696 |\n", + "| mort1 | 0.066562928 | 0.68481002 | 0.09719911 | 0.923260701 |\n", + "| invsh41 | 0.074461126 | 0.10844692 | 0.68661354 | 0.497973611 |\n", + "| geetot1 | -0.715104906 | 1.68013567 | -0.42562331 | 0.673636102 |\n", + "| geerec1 | 0.630004630 | 2.44737848 | 0.25742019 | 0.798736842 |\n", + "| gde1 | -0.443575219 | 1.67120674 | -0.26542211 | 0.792628757 |\n", + "| govwb1 | 0.337452364 | 0.43798695 | 0.77046214 | 0.447478336 |\n", + "| govsh41 | 0.463174632 | 1.92543733 | 0.24055555 | 0.811652246 |\n", + "| gvxdxe41 | -0.793381582 | 2.05939737 | -0.38524939 | 0.702963815 |\n", + "| high65 | -0.752483828 | 0.90572159 | -0.83081141 | 0.413108816 |\n", + "| highm65 | -0.390261804 | 0.68124930 | -0.57286195 | 0.571310302 |\n", + "| highf65 | -0.417748705 | 0.56149048 | -0.74399963 | 0.463075062 |\n", + "| ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |\n", + "| highcf65 | 3.920771e-01 | 7.660246e-01 | 0.51183360 | 0.61278088 |\n", + "| human65 | 2.337269e+00 | 3.307269e+00 | 0.70670678 | 0.48558873 |\n", + "| humanm65 | -1.209249e+00 | 1.618516e+00 | -0.74713475 | 0.46121072 |\n", + "| humanf65 | -1.103947e+00 | 1.684693e+00 | -0.65528075 | 0.51763499 |\n", + "| hyr65 | 5.491388e+01 | 2.388729e+01 | 2.29887430 | 0.02918450 |\n", + "| hyrm65 | 1.293505e+01 | 2.317142e+01 | 0.55823278 | 0.58112223 |\n", + "| hyrf65 | 9.092580e+00 | 1.766958e+01 | 0.51458948 | 0.61087820 |\n", + "| no65 | 3.720986e-02 | 1.319733e-01 | 0.28194994 | 0.78005541 |\n", + "| nom65 | -2.119769e-02 | 6.495975e-02 | -0.32632032 | 0.74660861 |\n", + "| nof65 | -1.685782e-02 | 6.700258e-02 | -0.25159954 | 0.80318810 |\n", + "| pinstab1 | -4.997113e-02 | 3.092081e-02 | -1.61610019 | 0.11728579 |\n", + "| pop65 | 1.031796e-07 | 1.317950e-07 | 0.78287929 | 0.44026959 |\n", + "| worker65 | 3.407897e-02 | 1.561909e-01 | 0.21818786 | 0.82886516 |\n", + "| pop1565 | -4.655346e-01 | 4.713340e-01 | -0.98769582 | 0.33176044 |\n", + "| pop6565 | -1.357450e+00 | 6.349424e-01 | -2.13791049 | 0.04139326 |\n", + "| sec65 | -1.089278e-02 | 3.076618e-01 | -0.03540506 | 0.97200796 |\n", + "| secm65 | 3.343664e-03 | 1.511923e-01 | 0.02211530 | 0.98251284 |\n", + "| secf65 | -2.304329e-03 | 1.579715e-01 | -0.01458699 | 0.98846512 |\n", + "| secc65 | -4.915284e-01 | 7.290408e-01 | -0.67421246 | 0.50570489 |\n", + "| seccm65 | 2.596016e-01 | 3.556533e-01 | 0.72992873 | 0.47149686 |\n", + "| seccf65 | 2.206524e-01 | 3.733333e-01 | 0.59103325 | 0.55923950 |\n", + "| syr65 | -7.555807e-01 | 7.976763e+00 | -0.09472273 | 0.92520970 |\n", + "| syrm65 | 3.109007e-01 | 3.896731e+00 | 0.07978502 | 0.93697576 |\n", + "| syrf65 | 7.592811e-01 | 4.110634e+00 | 0.18471143 | 0.85478676 |\n", + "| teapri65 | 3.954523e-05 | 7.700406e-04 | 0.05135474 | 0.95940747 |\n", + "| teasec65 | 2.496674e-04 | 1.171230e-03 | 0.21316678 | 0.83274136 |\n", + "| ex1 | -5.804081e-01 | 2.418472e-01 | -2.39989593 | 0.02329485 |\n", + "| im1 | 5.914450e-01 | 2.502978e-01 | 2.36296558 | 0.02530892 |\n", + "| xr65 | -1.037768e-04 | 5.416760e-05 | -1.91584652 | 0.06564690 |\n", + "| tot1 | -1.279011e-01 | 1.125951e-01 | -1.13593842 | 0.26561200 |\n", + "\n" + ], + "text/plain": [ + " Estimate Std. Error t value Pr(>|t|) \n", + "(Intercept) 0.247160893 0.78450163 0.31505466 0.755056170\n", + "gdpsh465 -0.009377989 0.02988773 -0.31377391 0.756018518\n", + "bmp1l -0.068862679 0.03253065 -2.11685513 0.043289718\n", + "freeop 0.080068974 0.20786400 0.38519885 0.703000838\n", + "freetar -0.488962605 0.41816285 -1.16931143 0.252136477\n", + "h65 -2.362098638 0.85729167 -2.75530338 0.010192435\n", + "hm65 0.707143400 0.52314511 1.35171560 0.187285919\n", + "hf65 1.693448425 0.50318881 3.36543337 0.002232683\n", + "p65 0.265526695 0.16429407 1.61616729 0.117271229\n", + "pm65 0.136952626 0.15121749 0.90566657 0.372840111\n", + "pf65 -0.331266948 0.16512299 -2.00618303 0.054583866\n", + "s65 0.039079306 0.18552248 0.21064459 0.834690082\n", + "sm65 -0.030668507 0.11679396 -0.26258642 0.794791807\n", + "sf65 -0.179917280 0.11809892 -1.52344556 0.138863011\n", + "fert65 0.006880834 0.02705142 0.25436128 0.801075252\n", + "mort65 -0.233454503 0.81742198 -0.28559852 0.777287824\n", + "lifee065 -0.014914473 0.19333559 -0.07714292 0.939058459\n", + "gpop1 0.970184579 1.81220835 0.53536039 0.596627593\n", + "fert1 0.008838189 0.03504148 0.25222077 0.802712696\n", + "mort1 0.066562928 0.68481002 0.09719911 0.923260701\n", + "invsh41 0.074461126 0.10844692 0.68661354 0.497973611\n", + "geetot1 -0.715104906 1.68013567 -0.42562331 0.673636102\n", + "geerec1 0.630004630 2.44737848 0.25742019 0.798736842\n", + "gde1 -0.443575219 1.67120674 -0.26542211 0.792628757\n", + "govwb1 0.337452364 0.43798695 0.77046214 0.447478336\n", + "govsh41 0.463174632 1.92543733 0.24055555 0.811652246\n", + "gvxdxe41 -0.793381582 2.05939737 -0.38524939 0.702963815\n", + "high65 -0.752483828 0.90572159 -0.83081141 0.413108816\n", + "highm65 -0.390261804 0.68124930 -0.57286195 0.571310302\n", + "highf65 -0.417748705 0.56149048 -0.74399963 0.463075062\n", + "⋮ ⋮ ⋮ ⋮ ⋮ \n", + "highcf65 3.920771e-01 7.660246e-01 0.51183360 0.61278088 \n", + "human65 2.337269e+00 3.307269e+00 0.70670678 0.48558873 \n", + "humanm65 -1.209249e+00 1.618516e+00 -0.74713475 0.46121072 \n", + "humanf65 -1.103947e+00 1.684693e+00 -0.65528075 0.51763499 \n", + "hyr65 5.491388e+01 2.388729e+01 2.29887430 0.02918450 \n", + "hyrm65 1.293505e+01 2.317142e+01 0.55823278 0.58112223 \n", + "hyrf65 9.092580e+00 1.766958e+01 0.51458948 0.61087820 \n", + "no65 3.720986e-02 1.319733e-01 0.28194994 0.78005541 \n", + "nom65 -2.119769e-02 6.495975e-02 -0.32632032 0.74660861 \n", + "nof65 -1.685782e-02 6.700258e-02 -0.25159954 0.80318810 \n", + "pinstab1 -4.997113e-02 3.092081e-02 -1.61610019 0.11728579 \n", + "pop65 1.031796e-07 1.317950e-07 0.78287929 0.44026959 \n", + "worker65 3.407897e-02 1.561909e-01 0.21818786 0.82886516 \n", + "pop1565 -4.655346e-01 4.713340e-01 -0.98769582 0.33176044 \n", + "pop6565 -1.357450e+00 6.349424e-01 -2.13791049 0.04139326 \n", + "sec65 -1.089278e-02 3.076618e-01 -0.03540506 0.97200796 \n", + "secm65 3.343664e-03 1.511923e-01 0.02211530 0.98251284 \n", + "secf65 -2.304329e-03 1.579715e-01 -0.01458699 0.98846512 \n", + "secc65 -4.915284e-01 7.290408e-01 -0.67421246 0.50570489 \n", + "seccm65 2.596016e-01 3.556533e-01 0.72992873 0.47149686 \n", + "seccf65 2.206524e-01 3.733333e-01 0.59103325 0.55923950 \n", + "syr65 -7.555807e-01 7.976763e+00 -0.09472273 0.92520970 \n", + "syrm65 3.109007e-01 3.896731e+00 0.07978502 0.93697576 \n", + "syrf65 7.592811e-01 4.110634e+00 0.18471143 0.85478676 \n", + "teapri65 3.954523e-05 7.700406e-04 0.05135474 0.95940747 \n", + "teasec65 2.496674e-04 1.171230e-03 0.21316678 0.83274136 \n", + "ex1 -5.804081e-01 2.418472e-01 -2.39989593 0.02329485 \n", + "im1 5.914450e-01 2.502978e-01 2.36296558 0.02530892 \n", + "xr65 -1.037768e-04 5.416760e-05 -1.91584652 0.06564690 \n", + "tot1 -1.279011e-01 1.125951e-01 -1.13593842 0.26561200 " ] }, "metadata": {}, @@ -984,12 +1227,12 @@ } ], "source": [ - "ls.effect" + "summary(ls.effect)$coef" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 324, "metadata": { "vscode": { "languageId": "r" @@ -1019,49 +1262,7 @@ }, { "cell_type": "code", - "execution_count": 121, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "[1] \"Estimates and significance testing of the effect of target variables\"\n", - " Estimate. Std. Error t value Pr(>|t|) \n", - "[1,] -0.04981 0.01394 -3.574 0.000351 ***\n", - "---\n", - "Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", - "\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "lasso.effect = rlassoEffect(x = X, y = y, d = d, method = \"partialling out\")\n", - "summary(lasso.effect)\n" - ] - }, - { - "cell_type": "code", - "execution_count": 122, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [], - "source": [ - "doublesel.effect = rlassoEffect(x = X, y = y, d = d, method = \"double selection\")" - ] - }, - { - "cell_type": "code", - "execution_count": 123, + "execution_count": 325, "metadata": { "vscode": { "languageId": "r" @@ -1084,6 +1285,7 @@ } ], "source": [ + "doublesel.effect = rlassoEffect(x = X, y = y, d = d, method = \"double selection\")\n", "summary(doublesel.effect)" ] }, From 2c0a3d0b4f88cd0dff8aa3478beb720d0c8a3e9d Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Thu, 13 Oct 2022 02:55:15 -0500 Subject: [PATCH 17/28] # --- src/rlassoIV.jl | 10 +- tutorial/HDMjl_tutorial_1.ipynb | 382 ++------ tutorial/r_file.ipynb | 1503 +++++++++++++++++++++++++++++-- 3 files changed, 1503 insertions(+), 392 deletions(-) diff --git a/src/rlassoIV.jl b/src/rlassoIV.jl index 28db347..83a5d7d 100644 --- a/src/rlassoIV.jl +++ b/src/rlassoIV.jl @@ -75,12 +75,18 @@ function r_print(object::rlassoIV1, n_digits = 3) println("Coefficients:\n") pretty_table(a[:, 2]', tf = tf_borderless, header = a[:, 1], nosubheader = true, equal_columns_width = true, columns_width = 10, alignment=:c) #, header_crayon =crayon"blue") - else + + elseif string(length(object.coefficients))[count("", string(length(object.coefficients)))-1:count("", string(length(object.coefficients)))-1] == "0" + for i in 1:convert(Int, trunc(size(object.coefficients, 1)/10, digits =0)) + pretty_table(a[10*(i-1)+1:10*i, 2]', tf = tf_borderless, header = a[10*(i-1)+1:10*i, 1], nosubheader = true, equal_columns_width = true, columns_width = 10, alignment=:c)#, header_crayon =crayon"green") + print("\n") + end + else for i in 1:convert(Int, trunc(size(object.coefficients, 1)/10, digits =0)) pretty_table(a[10*(i-1)+1:10*i, 2]', tf = tf_borderless, header = a[10*(i-1)+1:10*i, 1], nosubheader = true, equal_columns_width = true, columns_width = 10, alignment=:c)#, header_crayon =crayon"green") print("\n") end - pretty_table(a[10*convert(Int, trunc(size(object.coefficients, 1)/10, digits =0))+1:size(object.coefficients, 1), 2]', alignment=:c, nosubheader = true, equal_columns_width = true, columns_width = 10, + pretty_table(a[10*convert(Int, trunc(size(object.coefficients, 1)/10, digits =0))+1:size(object.coefficients, 1), 2]', alignment=:c, nosubheader = true, equal_columns_width = true, columns_width = 10, tf = tf_borderless, header = a[10*convert(Int, trunc(size(object.coefficients, 1)/10, digits =0))+1:size(object.coefficients, 1), 1]) #, header_crayon =crayon"green") end else diff --git a/tutorial/HDMjl_tutorial_1.ipynb b/tutorial/HDMjl_tutorial_1.ipynb index 31aa40b..dfe2ea2 100644 --- a/tutorial/HDMjl_tutorial_1.ipynb +++ b/tutorial/HDMjl_tutorial_1.ipynb @@ -157,7 +157,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ @@ -166,7 +166,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -175,16 +175,9 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 2, "metadata": {}, "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: replacing module HDMjl.\n" - ] - }, { "data": { "text/plain": [ @@ -284,11 +277,11 @@ }, { "cell_type": "code", - "execution_count": 911, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ - "using CSV\n", + "using CSV, GLM\n", "using DataFrames" ] }, @@ -320,7 +313,7 @@ }, { "cell_type": "code", - "execution_count": 954, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -334,7 +327,7 @@ }, { "cell_type": "code", - "execution_count": 1017, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -370,7 +363,7 @@ }, { "cell_type": "code", - "execution_count": 1026, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ @@ -382,7 +375,7 @@ }, { "cell_type": "code", - "execution_count": 1049, + "execution_count": 10, "metadata": {}, "outputs": [ { @@ -418,7 +411,7 @@ }, { "cell_type": "code", - "execution_count": 1057, + "execution_count": 11, "metadata": {}, "outputs": [ { @@ -458,7 +451,7 @@ }, { "cell_type": "code", - "execution_count": 1059, + "execution_count": 13, "metadata": {}, "outputs": [ { @@ -471,14 +464,7 @@ " 1 0.972739 0.0136868 71.0715 0.0\n", "---\n", "Signif. codes:\n", - "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n" + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" ] } ], @@ -489,7 +475,7 @@ }, { "cell_type": "code", - "execution_count": 1062, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -510,7 +496,7 @@ }, { "cell_type": "code", - "execution_count": 1063, + "execution_count": 16, "metadata": {}, "outputs": [ { @@ -891,7 +877,7 @@ }, { "cell_type": "code", - "execution_count": 409, + "execution_count": 12, "metadata": {}, "outputs": [], "source": [ @@ -926,7 +912,7 @@ }, { "cell_type": "code", - "execution_count": 401, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -944,294 +930,83 @@ }, { "cell_type": "code", - "execution_count": 475, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ "Q, R = qr(hcat(ones(length(y)), X_1))\n", "β = pinv(hcat(ones(length(y)), X_1)) * y\n", "# ls_effect = β;\n", - ";" - ] - }, - { - "cell_type": "code", - "execution_count": 495, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 521, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "62-element Vector{Float64}:\n", - " 0.08610965052296786\n", - " 0.017603705140386082\n", - " 0.023113130326795704\n", - " 0.09206866053605631\n", - " 0.0878861223713962\n", - " 0.05589048429931293\n", - " 0.1496453568701311\n", - " 0.1554834828840219\n", - " 0.10812292916708843\n", - " 0.08661892282903665\n", - " ⋮\n", - " 0.026921968250533907\n", - " 0.11093580210306042\n", - " 0.13864854930265377\n", - " 0.0006380087011397892\n", - " 0.0008637312895228336\n", - " 0.1425986274859988\n", - " 0.1436075515325452\n", - " 4.171442859962156e-5\n", - " 0.08027895945461645" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ "res = y - hcat(ones(length(y)), X_1) * β;\n", "n = size(hcat(ones(length(y)), X_1))[1]\n", "k = size(hcat(ones(length(y)), X_1))[2]\n", "\n", "sigma2_hat = (res' * res) / (n - k)\n", - "vcov_beta_hat = sigma2_hat .* pinv(hcat(ones(length(y)), X_1)' * hcat(ones(length(y)), X_1));\n", - "se = sqrt.(diag(vcov_beta_hat))" - ] - }, - { - "cell_type": "code", - "execution_count": 487, - "metadata": {}, - "outputs": [], - "source": [ - "res = y .- β[1] .+ X_1 * β[2:length(β)];\n", - "n = size(X_1)[1]\n", - "k = size(X_1)[2]\n", + "vcov_beta_hat = sigma2_hat .* inv(hcat(ones(length(y)), X_1)' * hcat(ones(length(y)), X_1));\n", + "se = sqrt.(diag(vcov_beta_hat))\n", "\n", - "sigma2_hat = (res' * res) / (n - k)\n", - "vcov_beta_hat = sigma2_hat .* pinv(X_1' * X_1);" + "ls_effect = DataFrame(Estimate = β, stderror = se);" ] }, { "cell_type": "code", - "execution_count": 499, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "62-element Vector{Float64}:\n", - " 0.08610965052296786\n", - " 0.017603705140386082\n", - " 0.023113130326795704\n", - " 0.09206866053605631\n", - " 0.0878861223713962\n", - " 0.05589048429931293\n", - " 0.1496453568701311\n", - " 0.1554834828840219\n", - " 0.10812292916708843\n", - " 0.08661892282903665\n", - " ⋮\n", - " 0.026921968250533907\n", - " 0.11093580210306042\n", - " 0.13864854930265377\n", - " 0.0006380087011397892\n", - " 0.0008637312895228336\n", - " 0.1425986274859988\n", - " 0.1436075515325452\n", - " 4.171442859962156e-5\n", - " 0.08027895945461645" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "sqrt.(diag(vcov_beta_hat))" - ] - }, - { - "cell_type": "code", - "execution_count": null, + "execution_count": 176, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 165, "metadata": {}, "outputs": [], - "source": [ - "res = y .- β[1] .+ X_1 * β[2:length(β)];\n", - "n = size(X_1)[1]\n", - "k = size(X_1)[2]\n", - "\n", - "VCV = (1/(n-k)) * res' * res * (X_1' * X_1).^(-1)\n", - "se = sqrt.(diag(VCV))" - ] + "source": [] }, { "cell_type": "code", - "execution_count": 518, + "execution_count": 177, "metadata": {}, "outputs": [], "source": [] }, { "cell_type": "code", - "execution_count": 516, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "62-element Vector{Float64}:\n", - " 0.08610965052296786\n", - " 0.017603705140386082\n", - " 0.023113130326795704\n", - " 0.09206866053605631\n", - " 0.0878861223713962\n", - " 0.05589048429931293\n", - " 0.1496453568701311\n", - " 0.1554834828840219\n", - " 0.10812292916708843\n", - " 0.08661892282903665\n", - " ⋮\n", - " 0.026921968250533907\n", - " 0.11093580210306042\n", - " 0.13864854930265377\n", - " 0.0006380087011397892\n", - " 0.0008637312895228336\n", - " 0.1425986274859988\n", - " 0.1436075515325452\n", - " 4.171442859962156e-5\n", - " 0.08027895945461645" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "res = y - hcat(ones(length(y)), X_1) * β;\n", - "n = size(hcat(ones(length(y)), X_1))[1]\n", - "k = size(hcat(ones(length(y)), X_1))[2]\n", - "\n", - "VCV = (1/(n-k)) * res' * res * pinv(hcat(ones(length(y)), X_1)' * hcat(ones(length(y)), X_1))\n", - "se = sqrt.(diag(VCV))" - ] - }, - { - "cell_type": "code", - "execution_count": 466, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "62×62 Matrix{Float64}:\n", - " 0.0111111 0.00144246 0.0658449 … 0.000260434 1.20302\n", - " 0.00144246 0.000184788 0.00930174 3.30908e-5 0.151883\n", - " 0.0658449 0.00930174 0.12367 0.00317199 -7.17679\n", - " 0.0504817 0.00647158 0.358308 0.00111049 4.44408\n", - " 0.392147 0.0540547 1.57572 0.0128551 33.2372\n", - " 0.0996016 0.0120284 0.921392 … 0.00197435 11.2608\n", - " 0.081011 0.00980504 0.745556 0.00153338 9.71034\n", - " 0.135117 0.0161754 1.23623 0.00291732 19.7479\n", - " 0.0124378 0.0015926 0.0807411 0.000267281 1.21177\n", - " 0.0120831 0.00155318 0.0754114 0.00026518 1.1742\n", - " ⋮ ⋱ ⋮ \n", - " 0.0121776 0.00147682 0.114702 0.000226807 3.1335\n", - " 0.0106281 0.00130316 0.0948694 0.000182814 1.83556\n", - " 0.0141766 0.00169469 0.145264 … 0.000292001 10.3166\n", - " 0.000334638 4.44183e-5 0.00166408 7.84737e-6 0.0373331\n", - " 0.000572377 7.50425e-5 0.00318491 1.27905e-5 0.055565\n", - " 0.0829304 0.0103042 0.714294 0.00288564 7.41059\n", - " 0.0769704 0.00965327 0.626807 0.00248797 5.66682\n", - " 0.000260434 3.30908e-5 0.00317199 … 6.98687e-7 -0.0149962\n", - " 1.20302 0.151883 -7.17679 -0.0149962 3.1309" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "(hcat(ones(length(y)), X_1)' * hcat(ones(length(y)), X_1)).^(-1)" - ] - }, - { - "cell_type": "code", - "execution_count": 427, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "90-element Vector{Float64}:\n", - " 0.002018790497900342\n", - " -0.007247270780727941\n", - " -0.022075305759001712\n", - " -0.0034696374151797077\n", - " 0.016334381463218507\n", - " 0.015363692977050536\n", - " -0.037171480372134066\n", - " 0.017679847993617295\n", - " 0.017453589093655266\n", - " 0.002645375456359886\n", - " ⋮\n", - " 0.0010414910898434784\n", - " -0.0023506981061814647\n", - " -0.002709992808522771\n", - " 0.006145883034070911\n", - " 0.0023913423465569926\n", - " -0.008391909370482717\n", - " 0.009916455794830963\n", - " -0.012612526399026547\n", - " -0.0044420236796179" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "y - hcat(ones(length(y)), X_1) * β" - ] - }, - { - "cell_type": "code", - "execution_count": 415, + "execution_count": 180, "metadata": {}, "outputs": [], "source": [ - "# ls_effect = lm(hcat(ones(length(y)), X_1)[:, 1:42], y);" + "# ls_effect = lm(hcat(ones(length(y)), X_1)[:, 1:42], y);\n", + "# coef(ls_effect)" ] }, { "cell_type": "code", - "execution_count": 419, + "execution_count": 6, "metadata": {}, "outputs": [ { "name": "stdout", "output_type": "stream", "text": [ - "Estimates and significance testing of the effect of target variables\n", + "Estimates and significance testing of the effect of target variables" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", "\n", " 1 -0.0498115 0.0139364 -3.57421 0.000351288\n", - "---\n", + "---" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", "Signif. codes:\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" ] @@ -1244,7 +1019,7 @@ }, { "cell_type": "code", - "execution_count": 420, + "execution_count": 7, "metadata": {}, "outputs": [ { @@ -1268,31 +1043,43 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "metadata": {}, "outputs": [], "source": [ "using PrettyTables\n", - "table = zeros(4,2)\n", - "table[1,:] = [coef(ED_ols)[2], stderror(ED_ols)[2]]\n", - "table[2,:] = [ED_2sls[\"coefficients\"][1,2], ED_2sls[\"se\"][1]]\n", - "table[3,:] = Matrix(HDMjl.r_summary(lasso_IV_Z)[:,2:3]);\n", - "table[4, :] = Matrix(HDMjl.r_summary(lasso_IV_XZ)[:, 2:3]);" + "table = zeros(3,2)\n", + "table[1,:] = [round(Matrix(ls_effect)[2,1], digits = 2), round.(Matrix(ls_effect)[2,2], digits = 5)]\n", + "table[2,:] = [round(lasso_effect.coefficients, digits =2), round(lasso_effect.se, digits = 5)]\n", + "table[3,:] = [round(doublesel_effect.coefficients, digits =2), round(doublesel_effect.se, digits = 5)];" ] }, { "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 421, + "execution_count": 26, "metadata": {}, - "outputs": [], - "source": [] + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=================================== ========== =============\n", + " \u001b[1m \u001b[0m \u001b[1m Estimate \u001b[0m \u001b[1m Std. Error \u001b[0m\n", + "=================================== ========== =============\n", + " full reg via ols -0.01 0.02989\n", + " partial reg\\nvia post-lasso -0.05 0.01394\n", + " partial reg via double selection -0.05 0.01579\n", + "=================================== ========== =============\n" + ] + } + ], + "source": [ + "# table1 = DataFrame(table, :auto)\n", + "# table1 = rename(table1, [\"Estimate\", \"Std. Error\"])\n", + "index = [\"full reg via ols\", \"partial reg\n", + "via post-lasso \", \"partial reg via double selection\"]\n", + "pretty_table(hcat(index, table), show_row_number = false, header = [\" \", \"Estimate\", \"Std. Error\"], tf = tf_simple, nosubheader = true)" + ] }, { "cell_type": "code", @@ -1324,7 +1111,7 @@ }, { "cell_type": "code", - "execution_count": 19, + "execution_count": 27, "metadata": {}, "outputs": [], "source": [ @@ -1333,7 +1120,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 28, "metadata": {}, "outputs": [ { @@ -1359,7 +1146,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 29, "metadata": {}, "outputs": [ { @@ -1393,7 +1180,7 @@ }, { "cell_type": "code", - "execution_count": 15, + "execution_count": 31, "metadata": {}, "outputs": [], "source": [ @@ -1402,7 +1189,7 @@ }, { "cell_type": "code", - "execution_count": 16, + "execution_count": 33, "metadata": {}, "outputs": [ { @@ -1423,7 +1210,7 @@ }, { "cell_type": "code", - "execution_count": 20, + "execution_count": 35, "metadata": {}, "outputs": [ { @@ -1436,14 +1223,7 @@ " d1 0.845027 0.269926 3.13059 0.00174458\n", "---\n", "Signif. codes:\n", - "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n" + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" ] } ], @@ -1453,7 +1233,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 36, "metadata": {}, "outputs": [ { diff --git a/tutorial/r_file.ipynb b/tutorial/r_file.ipynb index d83e963..b9e7df9 100644 --- a/tutorial/r_file.ipynb +++ b/tutorial/r_file.ipynb @@ -874,7 +874,7 @@ }, { "cell_type": "code", - "execution_count": 321, + "execution_count": 2, "metadata": { "vscode": { "languageId": "r" @@ -923,7 +923,20 @@ }, { "cell_type": "code", - "execution_count": 322, + "execution_count": 3, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [ + "x1 = as.matrix(GrowthData)[, -c(1, 3)]" + ] + }, + { + "cell_type": "code", + "execution_count": 4, "metadata": { "vscode": { "languageId": "r" @@ -940,7 +953,1341 @@ }, { "cell_type": "code", - "execution_count": 331, + "execution_count": null, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 350, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "data": { + "text/plain": [ + "$qr\n", + " (Intercept) gdpsh465 bmp1l freeop freetar\n", + "1 -9.4868330 -73.076189875 -1.600871443 -2.088070386 -0.2688004527\n", + "2 0.1054093 8.454532979 -1.121146644 0.228693062 -0.1352109185\n", + "3 0.1054093 -0.153543593 -2.065490021 0.143035910 -0.0255253643\n", + "4 0.1054093 0.003745550 0.007092746 -0.652699019 0.0100417362\n", + "5 0.1054093 0.051397832 -0.038251710 0.130489097 -0.1532203197\n", + "6 0.1054093 0.044713582 -0.117878028 0.046966438 -0.0803360728\n", + "7 0.1054093 -0.030357993 -0.066044277 -0.070287481 -0.0602104846\n", + "8 0.1054093 -0.012652153 0.056129689 0.014449984 0.0021466978\n", + "9 0.1054093 -0.173459731 0.032761428 -0.182553732 -0.0177601769\n", + "10 0.1054093 -0.065641439 0.030164810 -0.161746212 0.0477454741\n", + "11 0.1054093 0.078942905 -0.127181190 -0.091831330 -0.1216248075\n", + "12 0.1054093 0.042481822 -0.012197156 -0.202671516 -0.1647674703\n", + "13 0.1054093 -0.061372703 0.164424578 -0.085767624 0.0078096455\n", + "14 0.1054093 0.038469121 -0.031794129 -0.076498474 0.0607120901\n", + "15 0.1054093 0.056264457 -0.037157760 -0.038773422 0.0529406387\n", + "16 0.1054093 0.073293323 -0.091036228 -0.024091478 0.2560947158\n", + "17 0.1054093 -0.006239311 -0.071707080 -0.138213948 0.1259585341\n", + "18 0.1054093 -0.054385217 -0.039384244 -0.044312954 0.1087355417\n", + "19 0.1054093 -0.140043094 0.138181163 -0.026491385 0.1268408312\n", + "20 0.1054093 0.154838074 0.009766142 -0.096720005 0.3634874549\n", + "21 0.1054093 0.172595590 -0.139798652 -0.142404427 -0.2419263196\n", + "22 0.1054093 -0.062917488 -0.043563321 -0.093878850 -0.1046369204\n", + "23 0.1054093 0.108354593 0.066358841 0.059135889 -0.1221018038\n", + "24 0.1054093 0.049668432 -0.112681333 -0.063603377 -0.1246398532\n", + "25 0.1054093 0.112124184 0.066128416 -0.027942535 0.0650660412\n", + "26 0.1054093 0.084875931 -0.003898720 -0.038091245 -0.0459211683\n", + "27 0.1054093 0.029527646 -0.058155071 0.042324109 0.0316236645\n", + "28 0.1054093 0.103129117 -0.145333188 -0.070431868 0.0294510652\n", + "29 0.1054093 -0.101024058 -0.017252344 0.199133364 0.0224673626\n", + "30 0.1054093 -0.118931569 -0.004887964 0.287431820 0.0291115359\n", + "31 0.1054093 -0.120891992 -0.003534375 0.098828807 -0.0343269859\n", + "32 0.1054093 -0.134461948 0.005835106 0.116520547 0.0181009453\n", + "33 0.1054093 -0.008138980 -0.077996541 0.092887840 -0.0941161290\n", + "34 0.1054093 -0.047516427 -0.054197103 0.179316428 -0.0899145189\n", + "35 0.1054093 -0.081025753 -0.031060329 0.091786824 -0.0662737423\n", + "36 0.1054093 -0.121849556 -0.002873217 0.219493241 0.0289521508\n", + "37 0.1054093 -0.134385724 0.005782477 0.090271380 -0.0326665736\n", + "38 0.1054093 -0.064820524 -0.042249355 0.010248999 -0.0586241287\n", + "39 0.1054093 -0.138745813 0.008792934 0.056840775 0.0004712446\n", + "40 0.1054093 -0.122441485 -0.002464516 0.083196866 -0.0364536885\n", + "41 0.1054093 -0.132715594 0.004629323 -0.119958351 0.0932107760\n", + "42 0.1054093 0.027937943 0.096126541 0.036962447 -0.0622829662\n", + "43 0.1054093 0.114601337 -0.166132571 -0.047422714 0.0179942917\n", + "44 0.1054093 0.110904794 0.132426975 0.008594031 -0.2105966729\n", + "45 0.1054093 0.164690871 -0.020469494 0.009175632 0.0237182455\n", + "46 0.1054093 0.141347247 -0.039645996 -0.056469663 -0.0658207662\n", + "47 0.1054093 0.187263686 -0.096428152 -0.023359077 -0.2215265201\n", + "48 0.1054093 0.205689541 -0.113314088 0.052672233 0.0053774012\n", + "49 0.1054093 0.133383103 0.081757608 -0.047184193 -0.0577881919\n", + "50 0.1054093 0.217030412 0.053874521 -0.041708222 -0.2654061720\n", + "51 0.1054093 0.032537864 -0.040141415 0.148431606 0.1876672152\n", + "52 0.1054093 0.096234406 0.114717828 -0.039248203 -0.1400532324\n", + "53 0.1054093 -0.192558385 0.045948242 -0.037645782 0.0486374208\n", + "54 0.1054093 -0.033575147 0.077886746 0.067476273 0.0633433969\n", + "55 0.1054093 0.034986481 -0.032681710 0.128946369 0.0236940974\n", + "56 0.1054093 0.017577352 -0.099141608 0.046860373 -0.0565990237\n", + "57 0.1054093 -0.016638899 0.032496378 0.174502272 0.0339871607\n", + "58 0.1054093 -0.069530806 -0.038997104 -0.070440592 -0.0259445978\n", + "59 0.1054093 -0.025002078 0.015273835 0.001728142 0.0216013185\n", + "60 0.1054093 -0.193139784 0.046349674 -0.182630653 -0.0005453171\n", + "61 0.1054093 -0.088618193 0.129060432 -0.140527025 0.0532973598\n", + "62 0.1054093 0.034747290 0.040686409 -0.056754150 -0.1070288727\n", + "63 0.1054093 -0.030999325 -0.006438748 -0.214501614 -0.0926110078\n", + "64 0.1054093 -0.047476689 0.738710784 0.064133029 -0.1066392411\n", + "65 0.1054093 -0.006969262 -0.017075488 -0.080950298 0.1033765250\n", + "66 0.1054093 -0.009242343 -0.037147375 -0.050634476 0.1181640593\n", + "67 0.1054093 -0.027569343 0.168293826 -0.080483470 0.1051497059\n", + "68 0.1054093 -0.106650438 -0.012883420 -0.059212750 0.1200576021\n", + "69 0.1054093 0.163265796 0.166136271 0.073116980 0.0934191590\n", + "70 0.1054093 -0.096700035 -0.020237899 0.223314542 -0.0881429605\n", + "71 0.1054093 0.143524844 -0.013940495 -0.104852944 0.3789053645\n", + "72 0.1054093 -0.140206526 0.009801495 -0.094180942 -0.0370293836\n", + "73 0.1054093 0.040877146 -0.090247166 0.060943608 0.0777362248\n", + "74 0.1054093 0.010103162 -0.043000357 0.013276110 -0.0051133899\n", + "75 0.1054093 -0.013820096 -0.075042263 -0.065441937 -0.0680184226\n", + "76 0.1054093 0.102703905 0.141768857 -0.010236355 0.0611939337\n", + "77 0.1054093 0.048589065 -0.083758743 -0.065158201 0.0042008798\n", + "78 0.1054093 -0.086236641 -0.025041698 0.143280999 -0.0665701198\n", + "79 0.1054093 -0.035217639 -0.011272526 0.042630174 0.0878770318\n", + "80 0.1054093 0.049849288 -0.121424016 -0.073945186 0.0783130983\n", + "81 0.1054093 -0.169616972 0.030108166 0.098638361 0.0082945287\n", + "82 0.1054093 -0.165425434 0.027214086 0.116399524 0.0451858345\n", + "83 0.1054093 -0.075449244 -0.017336151 0.096265297 -0.0377226298\n", + "84 0.1054093 -0.087007382 -0.026930267 0.179162074 -0.0553703422\n", + "85 0.1054093 -0.124033373 -0.001365384 0.091618724 -0.0286534098\n", + "86 0.1054093 -0.164896414 0.026848820 0.219324988 0.0666068058\n", + "87 0.1054093 -0.050652965 -0.049610723 0.104778994 -0.0432035010\n", + "88 0.1054093 -0.169517868 0.030039739 0.056720500 0.0273886827\n", + "89 0.1054093 -0.150022417 0.016578953 0.083089063 -0.0123276421\n", + "90 0.1054093 -0.155584751 0.020419510 -0.120047737 0.1132152607\n", + " h65 hm65 hf65 p65 pm65\n", + "1 -1.0583089236 -1.301171848 -0.7801338988 -8.4749041293 -8.723669972\n", + "2 0.6859495419 0.816564827 0.5692696523 1.0160034078 0.750922006\n", + "3 -0.0775352056 -0.084125927 -0.0959815241 0.0207564252 -0.066334164\n", + "4 0.2033549571 0.197709253 0.2197597794 -0.0064579715 -0.106501956\n", + "5 -0.0272903207 -0.022652090 -0.0129776216 -0.1085499100 -0.041299661\n", + "6 0.6290896119 0.685172485 0.5773386144 0.0384786412 0.098340525\n", + "7 0.1446529990 -0.178244590 0.1184351329 0.0746151562 -0.035568978\n", + "8 0.1434657218 -0.044697704 -0.1297465771 -0.0085593623 -0.018120547\n", + "9 -0.2105612678 0.144468364 -0.0894905410 1.1702820889 0.909109778\n", + "10 0.0705114752 -0.011914595 -0.0093289936 -0.1287719466 -0.440573331\n", + "11 0.0054535143 0.046936835 0.0156170539 0.0052126302 0.173968431\n", + "12 0.1468367750 -0.023320914 0.0210067121 -0.2596709794 -0.541623383\n", + "13 0.2006376358 -0.066895110 0.0065999261 -0.1633995840 0.081454209\n", + "14 0.0951511794 0.018183288 0.0286835088 -0.0649637139 -0.045573166\n", + "15 0.0538727748 0.031920212 0.0265637523 -0.1213001769 0.051077022\n", + "16 0.0167199390 -0.014558846 0.0763333132 -0.1851229657 0.067735259\n", + "17 0.0785134760 0.032220899 0.0239429072 -0.1572147661 0.107581556\n", + "18 0.1010996113 -0.053499365 0.0646872273 -0.1316345857 0.105105107\n", + "19 0.2501650577 -0.056556526 0.0104406397 -0.0478300954 0.070009125\n", + "20 -0.0511702230 -0.101387170 -0.3201704083 0.0270920861 -0.207542931\n", + "21 -0.0574932825 -0.040046754 -0.1259725803 -0.0485510105 -0.086951729\n", + "22 0.0501820970 0.209068333 -0.0743184975 -0.1167094161 -0.011691813\n", + "23 -0.0693938759 0.067595614 -0.0384422662 -0.1981788612 -0.106022386\n", + "24 0.0721060564 -0.033625977 0.0490383718 -0.1391565388 0.139320343\n", + "25 0.0320496788 0.006241219 0.0108425586 0.2832358281 0.127434976\n", + "26 -0.2203068817 -0.248874581 0.1514335574 -0.1752388652 0.013680635\n", + "27 -0.0250993531 0.190630145 -0.0412182967 0.0526604116 0.336667670\n", + "28 0.0194717702 -0.003515218 0.0692994382 -0.0481571350 0.031377740\n", + "29 0.0560176313 0.064906824 -0.0157552273 -0.0471446121 -0.007743153\n", + "30 -0.0457038691 0.040255205 0.0058844968 0.0044235930 -0.043894935\n", + "31 0.0336895978 -0.106430415 0.0559346159 -0.0590262407 0.057507904\n", + "32 0.1312720782 0.050302821 -0.0228763569 -0.0550352137 0.037528733\n", + "33 -0.0366156284 0.063077121 0.0120236378 -0.1195605557 -0.032767083\n", + "34 -0.0525667863 0.052620468 -0.0166024369 -0.0713153161 -0.050499583\n", + "35 0.0410681818 0.011165848 0.0143530090 -0.0864982015 0.015534584\n", + "36 -0.0490626985 0.196313880 -0.1032367613 0.0136391162 -0.082828191\n", + "37 0.1094511332 -0.033155768 0.0098343827 -0.0383346711 0.110363492\n", + "38 0.1316461772 0.043296313 0.0137884861 -0.1328631240 0.048723203\n", + "39 0.0896838463 -0.098720486 0.0485476173 -0.0199805029 0.038991527\n", + "40 0.0762623140 0.067123056 -0.0350804369 0.0112119115 0.089772466\n", + "41 0.1247019126 0.003433401 -0.0078601920 -0.0835940704 0.113983989\n", + "42 0.0836657920 -0.070023555 -0.0753647922 -0.1206507780 0.124786058\n", + "43 -0.0029779595 0.007252235 0.0475151318 -0.2085732902 0.085476650\n", + "44 -0.1586015277 0.165240103 -0.0812826916 0.0647590368 0.088109168\n", + "45 -0.0473792336 0.016254581 0.0299776590 0.0005845255 0.020788774\n", + "46 0.0017184832 0.020601719 0.0565677114 -0.2210995070 0.073300387\n", + "47 -0.0716762823 -0.016908232 0.0169766884 0.0891603482 0.001946896\n", + "48 -0.1153374485 0.012622363 0.0589083961 0.1180851233 -0.114331945\n", + "49 0.0204952403 0.008322937 0.0018991486 0.1971199309 -0.023983875\n", + "50 -0.0645459347 -0.008204267 0.0026620299 0.0869177157 0.009392798\n", + "51 0.0001986082 0.037114703 0.0561648591 -0.1030347255 0.050344370\n", + "52 0.0544723121 0.005038867 -0.0227432792 -0.2167881000 0.012003393\n", + "53 -0.2236334338 -0.123201559 0.0627686558 0.0614375922 0.036854116\n", + "54 -0.0899867195 -0.218521162 -0.2059636723 -0.0657040241 0.016895882\n", + "55 -0.0547056980 0.033790672 0.0466824169 0.0801464350 -0.138348135\n", + "56 0.0353808666 0.022691234 0.0153701625 0.1699684435 -0.040899712\n", + "57 0.0172062689 -0.078920979 0.0679808589 -0.0879807617 -0.010597540\n", + "58 0.0897975949 0.030182549 -0.2371849585 -0.1051079880 0.045603487\n", + "59 0.0604251030 0.028701248 0.0397370867 0.0155959913 -0.039546288\n", + "60 -0.4572339145 -0.080933449 0.1532389390 0.0864750729 -0.002122293\n", + "61 -0.0935386485 -0.154327780 0.1880804372 -0.0848469828 0.073844603\n", + "62 -0.0289763546 -0.019127150 -0.1949029713 -0.0320956001 0.170523604\n", + "63 0.1010341761 -0.161249029 -0.0681913344 -0.0828550423 0.086601417\n", + "64 0.0882324894 -0.116881771 0.0325630568 -0.1318856261 -0.118777938\n", + "65 0.0704479773 -0.016980616 0.0039360546 -0.1569777010 0.071891868\n", + "66 -0.2421741565 0.183002256 -0.0418568081 -0.0515462393 -0.074486325\n", + "67 0.0254198253 0.094189667 -0.0956350421 -0.1144063829 -0.017560595\n", + "68 0.0148145307 -0.150050328 0.0002717003 -0.0428679712 0.102252331\n", + "69 -0.0494779007 0.110365488 0.0423427972 0.0054709922 0.228809226\n", + "70 0.0219001235 0.070169056 -0.0186581487 -0.0479777725 -0.040412222\n", + "71 -0.0923841977 0.207298349 -0.0272581002 -0.0081036914 -0.204610728\n", + "72 -0.0370349237 0.222620377 -0.1076600484 -0.0166205888 -0.007153413\n", + "73 -0.0658992219 -0.310225789 -0.5388104248 -0.0011524238 -0.009606937\n", + "74 -0.0270843683 0.074881044 -0.0975403029 -0.1279480976 -0.023912834\n", + "75 0.1351191448 -0.035369344 0.0181823570 -0.1100071420 0.130082249\n", + "76 0.0495484613 -0.017512365 -0.0046020727 0.2372380533 0.238394455\n", + "77 -0.1782773117 -0.203849657 0.3126716079 -0.1715495149 0.064901838\n", + "78 0.0563488473 -0.065040178 0.0899707669 -0.0891604637 0.035840216\n", + "79 -0.0073140946 0.150388902 -0.0637828728 -0.0519995445 0.044195254\n", + "80 0.0544516497 -0.032819738 0.0547794917 -0.0566407997 -0.025040697\n", + "81 -0.0677744457 -0.243056317 0.1207675911 -0.0017693273 0.085020417\n", + "82 -0.0803169270 -0.195713823 -0.2116836322 0.0349676949 0.043991759\n", + "83 -0.0842705382 0.010253280 0.0076729217 -0.0519860171 -0.020433790\n", + "84 -0.1117844401 0.115680448 0.0404145961 -0.0245173746 -0.072096234\n", + "85 -0.1408234914 -0.010855983 -0.0659028361 0.0052319719 -0.024278052\n", + "86 -0.1323491145 0.170687655 -0.0820596976 0.0865322662 -0.074154078\n", + "87 -0.0024771995 -0.109994663 0.0427170147 -0.1003610167 0.037950757\n", + "88 -0.1205601852 -0.018780520 0.0071829063 0.0275447961 0.009068081\n", + "89 0.0034146941 0.028801071 -0.0055926578 -0.0182788726 0.014746795\n", + "90 -0.0225195273 0.198587059 0.2212791528 -0.0356029935 0.039122985\n", + " pf65 s65 sm65 sf65 fert65\n", + "1 -8.059591663 -3.856925e+00 -4.1383673646 -3.602888347 -4.498656e+01\n", + "2 1.454181444 1.854762e+00 1.6772071088 2.102102317 -1.497924e+01\n", + "3 0.125415027 -4.379886e-02 0.0029411966 -0.068212816 2.167101e-01\n", + "4 -0.013423626 -1.167485e-01 -0.1902547434 -0.081190217 1.383323e+00\n", + "5 0.046672453 6.169716e-02 -0.0075660050 0.172604522 -2.069544e+00\n", + "6 0.005793568 8.440428e-01 0.9115716469 0.747742375 -2.914649e+00\n", + "7 0.146904497 -2.299957e-01 -0.3637244422 -0.086180674 6.708795e-01\n", + "8 -0.158598864 7.331702e-02 0.1913505675 -0.119101826 5.640630e-01\n", + "9 1.203995807 2.589570e-01 0.2869183056 0.226603590 -1.567765e+00\n", + "10 0.050525456 -3.793602e-02 -0.0909330735 0.079740397 -2.036523e+00\n", + "11 0.571772933 -2.569610e-02 -0.2295294682 0.097490138 -7.003288e-01\n", + "12 0.448932238 1.067753e+00 1.1010562460 0.988010041 -4.608661e+00\n", + "13 -0.028263880 -3.658031e-02 0.4527208396 -0.124793868 -1.696544e+00\n", + "14 -0.211395315 4.518715e-02 -0.0500316314 -0.433870759 2.526395e+00\n", + "15 -0.075776033 5.898490e-02 0.0122301955 0.025491739 -8.344712e+00\n", + "16 -0.112395969 7.787510e-02 0.0340877868 0.085451678 -8.432242e-03\n", + "17 0.030205167 6.442906e-02 -0.1307125081 0.109392290 1.906197e-01\n", + "18 0.003078857 -7.085560e-02 0.0691073681 0.060288992 -1.693126e-01\n", + "19 0.028326169 7.135858e-02 -0.0575527551 -0.018263822 2.083717e-01\n", + "20 0.190265346 -1.325637e-01 -0.3294119936 0.123206038 -1.423248e-03\n", + "21 -0.075866621 7.205382e-02 0.0003472615 0.001504902 -1.078273e-01\n", + "22 -0.028773145 -2.713083e-01 0.1629589887 0.217340083 -2.313548e-02\n", + "23 -0.144477969 -6.653325e-03 -0.0669527168 -0.050059174 -2.474153e-02\n", + "24 0.114403367 -3.643447e-02 -0.0145182671 -0.087974623 9.673544e-02\n", + "25 0.067206430 -1.045859e-01 -0.0094121238 0.035205680 -6.437649e-02\n", + "26 -0.110341520 3.663174e-02 -0.0398246496 -0.085426983 2.497500e-01\n", + "27 0.295745004 2.177700e-02 -0.0546003255 -0.126183976 1.242419e-01\n", + "28 -0.104137949 1.912772e-02 0.0404869640 -0.041290537 -5.495630e-02\n", + "29 0.040869834 4.265910e-03 0.0676475337 -0.003001586 -1.266455e-01\n", + "30 0.058391563 -9.916029e-02 0.0471669320 -0.017197055 -9.650042e-03\n", + "31 0.094163883 -4.921452e-04 0.0693876573 -0.031546659 -4.580529e-02\n", + "32 0.070268667 5.217741e-02 0.2562428067 0.128321813 -1.721421e-01\n", + "33 -0.028215112 -5.192512e-04 -0.1954100055 0.001524318 -1.513399e-01\n", + "34 0.002474162 5.507647e-02 0.0328964944 -0.156850650 -4.124997e-03\n", + "35 0.043238648 4.374316e-02 -0.0899729748 -0.112789978 -1.226765e-01\n", + "36 0.004113419 7.575564e-02 0.0394731689 -0.074405122 -5.952401e-02\n", + "37 0.035732461 -1.225208e-01 -0.0165327314 0.025634745 4.823620e-02\n", + "38 0.029424499 2.383657e-02 -0.1284014276 -0.167450296 -1.493855e-01\n", + "39 0.067581593 -9.167028e-02 -0.0280305178 0.527371498 9.217604e-02\n", + "40 -0.093646367 -1.218385e-01 0.0268708932 -0.024961222 8.556944e-03\n", + "41 0.039877559 -2.428901e-01 0.0729170763 -0.409486497 4.203039e-02\n", + "42 0.188959570 5.536983e-02 0.0333096117 -0.058002339 1.736117e-01\n", + "43 0.029121364 7.376694e-02 0.0142091993 0.004179050 -4.109539e-02\n", + "44 -0.023748947 -7.132071e-02 -0.0622570735 -0.050358594 3.119777e-04\n", + "45 -0.077607061 -2.517757e-01 -0.0024321580 0.024680785 5.455090e-02\n", + "46 -0.119055223 3.520267e-02 0.0043704948 0.014606239 1.861720e-01\n", + "47 -0.015217767 5.834772e-02 0.0850524191 -0.006226363 1.118824e-02\n", + "48 -0.263714300 5.773751e-02 0.0010449528 0.040849160 1.488225e-02\n", + "49 -0.018105349 -8.657716e-02 0.0161161054 -0.033240744 -6.302027e-02\n", + "50 -0.136085436 1.156687e-02 0.0495686702 0.043018479 -1.220712e-01\n", + "51 0.224412918 7.981955e-02 0.0167380872 0.005429163 -7.758478e-02\n", + "52 0.012671451 6.307076e-02 0.0156502612 -0.006213645 9.364931e-02\n", + "53 0.092388130 1.410029e-05 -0.0135440229 -0.022907233 4.453688e-02\n", + "54 -0.120464677 1.164261e-01 -0.1924811183 0.118435754 7.500414e-02\n", + "55 -0.079085097 1.493060e-01 -0.0126344566 -0.058349093 -3.917026e-02\n", + "56 0.024997331 1.403443e-01 0.0158034937 -0.075382006 -1.240459e-02\n", + "57 -0.042121527 -1.821565e-01 0.1677849904 0.097696011 8.673909e-02\n", + "58 -0.063488638 1.374516e-01 -0.0874113607 -0.066240041 1.641914e-01\n", + "59 -0.150549800 1.039775e-01 -0.0463920699 -0.017100155 1.526134e-01\n", + "60 0.080392064 2.242103e-01 -0.0759442798 -0.108196204 1.820379e-02\n", + "61 0.018731418 4.664623e-02 0.0108593258 0.037930486 -2.120827e-02\n", + "62 -0.045779146 5.729813e-02 0.0174373429 -0.020667131 1.536282e-01\n", + "63 -0.024700569 8.602750e-02 -0.0130283805 0.016693303 -8.950361e-03\n", + "64 -0.147982063 -8.978748e-02 0.0471096126 0.082051903 -1.662922e-03\n", + "65 -0.078430724 -5.319485e-02 0.0458731148 0.080331075 -7.342962e-02\n", + "66 -0.147548361 2.588507e-01 0.0615025672 -0.047423384 3.820454e-02\n", + "67 -0.151827942 -2.275832e-02 0.4913729276 -0.120971672 -3.889045e-02\n", + "68 0.021549777 8.769476e-02 0.0221986199 -0.025149673 7.379987e-02\n", + "69 0.078946900 -1.864793e-01 0.0024723000 -0.025611142 -8.653716e-02\n", + "70 0.054375280 7.981294e-02 -0.4225481978 0.050391713 1.587410e-03\n", + "71 -0.004823104 -6.713507e-02 -0.0532521441 0.217379542 -2.037429e-01\n", + "72 -0.003357921 -1.696926e-01 0.0654110429 0.206957530 5.216393e-02\n", + "73 -0.058322969 -8.019909e-02 0.1705924589 -0.188212770 3.405443e-01\n", + "74 -0.113310187 -1.019946e-01 -0.1195075517 0.027106189 -6.623856e-03\n", + "75 0.018878544 -1.278679e-01 -0.0641373782 0.002211747 5.418939e-02\n", + "76 0.057043113 -1.363482e-01 -0.0251065059 -0.027554775 -4.002970e-02\n", + "77 -0.015621880 -9.414468e-02 -0.0236854681 -0.103062005 1.345588e-01\n", + "78 0.085269338 -3.078072e-02 0.0284738165 -0.044561448 -1.700287e-01\n", + "79 0.223712945 3.200886e-02 -0.0961766491 -0.109436992 3.025176e-01\n", + "80 -0.056440167 -3.391817e-02 -0.0077553416 0.005426184 -1.454271e-01\n", + "81 0.146010104 -1.109530e-01 -0.0248829560 -0.032509490 3.503611e-02\n", + "82 0.027309311 3.154905e-01 -0.0700580442 -0.137827100 -2.392855e-01\n", + "83 0.010520394 -1.439714e-01 -0.1022463668 -0.091161548 -4.821279e-03\n", + "84 0.031769124 -1.658185e-01 0.1584187702 0.206413409 1.510977e-01\n", + "85 0.023817336 6.340635e-02 -0.0663533799 -0.072649903 -4.077713e-02\n", + "86 -0.006631170 -5.441808e-02 0.0169554801 0.025381710 -3.815075e-02\n", + "87 0.099726981 -4.253700e-02 0.0595225267 -0.043779373 -1.483415e-01\n", + "88 0.160825003 1.481679e-02 0.1279182260 0.064331845 -6.904711e-02\n", + "89 0.075577549 -1.600935e-01 0.1067975625 0.029609880 -2.927630e-02\n", + "90 0.087000354 -1.416995e-01 0.0374837819 0.094467324 -2.603790e-02\n", + " mort65 lifee065 gpop1 fert1 mort1\n", + "1 -0.6685054974 -3.891523e+01 -0.2020800834 -4.707788e+01 -0.827357245\n", + "2 -0.3750962521 1.402382e+00 -0.0600027315 -1.436884e+01 -0.408029778\n", + "3 -0.0490624185 8.524413e-02 -0.0007581515 -7.707292e-02 -0.089391764\n", + "4 0.0635926241 -2.181669e-01 0.0270633636 1.552396e+00 0.052721345\n", + "5 -0.0358927486 8.068216e-03 -0.0055317689 -2.381163e+00 -0.046250097\n", + "6 -0.0386808099 7.292345e-02 -0.0157845965 -2.778852e+00 -0.030892343\n", + "7 -0.0209351773 4.083100e-02 0.0030418203 8.957955e-01 -0.003888301\n", + "8 0.0254225630 -6.207922e-02 -0.0003661977 5.894087e-01 0.054581901\n", + "9 -0.0986941337 4.058459e-01 0.0003161236 -1.166008e+00 -0.075957924\n", + "10 -0.0260258236 5.013381e-02 -0.0041296162 -1.715455e+00 -0.032060226\n", + "11 -0.0541254405 1.334027e-01 0.0076131782 -5.356887e-01 -0.049399231\n", + "12 -0.1000816729 2.086974e-01 -0.0259786314 -4.352973e+00 -0.109782507\n", + "13 -0.0370469181 6.957080e-02 -0.0006535919 -1.723249e+00 -0.040214067\n", + "14 0.0111471783 -6.613180e-02 0.0103379719 2.696930e+00 0.019065410\n", + "15 -0.0511017748 1.806028e-01 -0.0378824462 -8.497854e+00 -0.064373244\n", + "16 0.1396677159 -3.184149e-01 -0.0117135335 -1.648384e-01 0.125815352\n", + "17 -0.2642335808 3.233472e-01 -0.0061229005 -7.417153e-02 0.014945549\n", + "18 0.0049618589 -1.090193e-01 0.0393296343 9.631160e-01 0.025148779\n", + "19 0.0280667093 1.026157e-01 -0.1635281385 1.873533e+00 0.016752512\n", + "20 -0.0285887820 1.620222e-02 0.1020625454 6.483791e-04 0.111112770\n", + "21 -0.1094119630 1.508067e-01 -0.3683737849 2.475650e-01 0.184399767\n", + "22 0.1064362397 -6.254413e-02 -0.0154998774 9.348187e-02 0.034853360\n", + "23 0.0234702210 1.569818e-01 -0.0893324548 -8.714401e-02 0.206177448\n", + "24 0.2821334125 9.036108e-02 -0.0708612518 -1.172839e-01 0.093599617\n", + "25 0.1098935776 -7.444044e-02 -0.0542046704 6.318955e-03 0.039196473\n", + "26 0.0397105296 1.009979e-01 0.0287083868 7.882388e-02 0.181738380\n", + "27 0.1753700775 5.211287e-02 -0.0983187518 1.441446e-01 -0.037851143\n", + "28 0.1387739287 -5.910863e-02 -0.0605808022 1.544327e-02 0.078031968\n", + "29 -0.0086623089 1.014515e-01 0.1215823222 3.204062e-02 0.007421879\n", + "30 -0.0923760893 5.372953e-02 -0.0033964384 1.761177e-01 0.047077680\n", + "31 0.0369976642 5.018694e-03 -0.0494639608 -3.457309e-01 0.184399972\n", + "32 0.1378920411 2.014575e-01 0.0021761295 1.904442e-01 -0.044823937\n", + "33 -0.1151999457 -2.065673e-01 0.1153932878 6.785083e-03 0.101964442\n", + "34 0.0607452878 -4.890477e-02 0.3380770078 -3.807539e-03 0.024963760\n", + "35 -0.1063012959 -1.288567e-01 0.1136229549 9.876056e-02 0.055449096\n", + "36 0.0621039783 9.559395e-02 -0.0005163837 1.026800e-01 0.068144769\n", + "37 -0.0002943486 -9.743113e-02 0.1042312323 9.007603e-02 0.064771976\n", + "38 -0.0708674757 -2.187126e-01 0.1070188412 2.408791e-02 0.101076192\n", + "39 0.1039196682 -2.910941e-03 0.1087583822 1.738125e-01 -0.047774733\n", + "40 -0.0417074964 -2.750272e-02 0.1479803661 5.494435e-02 0.034077172\n", + "41 0.0863267723 -1.362140e-01 -0.0783831857 5.940938e-02 0.207739646\n", + "42 -0.0157067838 -9.944652e-02 -0.0452841553 7.238057e-02 -0.132198401\n", + "43 -0.0434938548 7.438859e-02 -0.0064042908 1.655359e-01 -0.257875023\n", + "44 -0.1865579571 -4.010238e-01 -0.0307413364 -1.185232e-01 -0.089328094\n", + "45 0.1045293065 -4.037036e-02 -0.0489723277 7.074899e-02 -0.004917660\n", + "46 0.1651548137 1.285695e-01 0.0516706861 3.050024e-02 -0.071622333\n", + "47 -0.2284307839 -1.461482e-01 -0.0834090628 -3.715045e-02 -0.012456918\n", + "48 -0.0323167879 4.687668e-02 -0.0001289389 7.645158e-02 0.083037525\n", + "49 0.0764320089 7.949053e-02 -0.0641997623 1.161098e-01 -0.138567186\n", + "50 0.1196590574 -1.108094e-01 -0.1983162534 1.555941e-01 0.080744275\n", + "51 0.0610878922 7.882641e-03 0.0803581421 -1.195098e-01 -0.346156263\n", + "52 0.1077448331 3.967195e-01 0.0687506434 1.080406e-01 -0.163652767\n", + "53 -0.0266810216 -1.426133e-02 -0.1244489283 1.600298e-01 0.009101277\n", + "54 -0.0114742774 -4.451297e-02 -0.1233652029 2.880172e-02 -0.083798674\n", + "55 -0.0004073757 -4.763546e-02 -0.0242915871 -1.436309e-02 -0.240775075\n", + "56 0.1529537881 4.740925e-03 -0.0198232620 4.543351e-02 -0.236284815\n", + "57 0.1735285448 -7.355505e-03 -0.0200578981 -1.053045e-01 -0.021079881\n", + "58 -0.0730871626 -5.398336e-02 -0.0679471512 -2.673187e-01 0.094428554\n", + "59 -0.1416194472 4.328923e-02 -0.0115618866 -1.030860e-02 -0.190975482\n", + "60 -0.0029247947 -3.571709e-03 -0.0022271750 -1.672913e-02 0.018030326\n", + "61 0.0625133502 -8.337730e-02 0.0067545845 2.245134e-01 -0.037655157\n", + "62 -0.3177458925 7.492330e-02 0.0567353068 -2.173608e-02 -0.002839756\n", + "63 -0.0851120617 -2.202587e-01 -0.0336746186 -8.398857e-02 0.011357035\n", + "64 0.0018721448 -3.772223e-02 0.0735202737 1.165027e-01 -0.191822262\n", + "65 -0.0175856840 4.826145e-02 0.0003181486 -3.089520e-01 -0.132972480\n", + "66 -0.0595550560 3.909886e-02 -0.0464499060 -8.936330e-02 -0.098026416\n", + "67 -0.0776175869 8.931131e-02 -0.0887383199 2.377318e-02 -0.015861600\n", + "68 0.0858154333 1.386179e-02 -0.3198646338 1.438367e-01 -0.028755809\n", + "69 0.0803520380 1.421008e-01 -0.1337757771 -3.324853e-02 0.100464383\n", + "70 -0.1369827414 1.074511e-02 -0.1821086592 -8.451438e-03 0.014521963\n", + "71 0.0806284646 5.597885e-03 0.0354823104 -3.233641e-02 -0.108957738\n", + "72 0.0896983982 -6.112493e-02 -0.0959404279 8.651714e-02 -0.022188177\n", + "73 0.1446188074 -3.589724e-02 0.1620868649 -2.353532e-02 -0.105433087\n", + "74 -0.0326242856 2.616170e-02 -0.0600016854 -1.260803e-01 -0.043634429\n", + "75 0.1545438350 -4.806978e-02 -0.0827814580 -1.861891e-01 -0.032150709\n", + "76 0.1686120742 -2.199096e-01 -0.1835366943 1.414981e-01 -0.009366922\n", + "77 0.0433886441 -7.749631e-03 -0.1386196063 -1.527064e-01 0.085952770\n", + "78 0.0430068807 9.443266e-02 -0.2446802904 -1.468362e-01 0.070555293\n", + "79 0.1765302203 1.036247e-01 -0.0483276593 8.944095e-02 -0.303839811\n", + "80 0.1529595342 -5.521033e-02 -0.2069341767 -4.711947e-02 -0.106466919\n", + "81 -0.0762230073 -5.266089e-02 -0.0679096034 -4.312800e-03 0.055678605\n", + "82 -0.0850698245 1.755880e-01 0.1468329944 -6.439597e-02 0.064228034\n", + "83 -0.1137928847 -2.241766e-01 0.0559020260 1.106174e-01 0.029687671\n", + "84 0.0858584559 7.110015e-03 -0.1030559504 2.359012e-02 0.025557655\n", + "85 -0.0788393931 -4.378666e-02 0.0768096384 1.043736e-02 -0.039298824\n", + "86 -0.0786663700 7.275821e-02 -0.0967717167 -1.100727e-02 0.083102175\n", + "87 -0.0323372879 -1.105951e-01 -0.0232391189 2.713661e-02 -0.177677721\n", + "88 0.1340357546 4.542999e-02 0.0638161105 8.447740e-02 -0.006760361\n", + "89 -0.0222399162 9.993542e-04 0.0772431716 -8.043500e-02 0.048826308\n", + "90 0.1396862999 1.068929e-02 -0.1607549007 -8.567242e-02 0.030808367\n", + " invsh41 geetot1 geerec1 gde1 govwb1\n", + "1 -1.865705134 -0.3376785495 -0.2825389680 -0.3048435664 -1.2016128062\n", + "2 0.424031415 0.0486149005 0.0378494981 0.0066686885 0.0908683437\n", + "3 -0.115623507 -0.0313135697 -0.0249172118 -0.0286885519 -0.0654969332\n", + "4 0.008652096 -0.0230480329 -0.0205568033 -0.0144360812 -0.0664857920\n", + "5 0.205531862 0.0063263694 0.0005641557 0.0411460021 0.0479775947\n", + "6 -0.008296198 0.0552816081 0.0543714362 0.0802765012 0.1419312371\n", + "7 -0.048955131 -0.0078507571 -0.0048261435 -0.0200410335 0.0669695972\n", + "8 0.028905973 0.0207586569 0.0133102086 0.1124913467 0.1321388854\n", + "9 0.173210170 0.0095557374 0.0054197887 -0.0169424819 0.0065530856\n", + "10 0.062873195 -0.0127981287 -0.0125672470 -0.0546791850 -0.0373824604\n", + "11 -0.048362813 -0.0151260655 -0.0040916750 -0.0457820645 -0.0909950304\n", + "12 0.132837529 0.0203335606 0.0123375938 0.0425706550 0.0574208214\n", + "13 -0.002999808 -0.0221191030 -0.0158819459 -0.0092878818 -0.1153201022\n", + "14 -0.114105563 -0.0205897653 -0.0166888986 0.0359060505 -0.0032745365\n", + "15 0.136424778 -0.0171937407 -0.0188701337 -0.0132626236 -0.0538321560\n", + "16 -0.033031108 -0.0116659290 -0.0102416666 -0.0191940399 -0.0821023879\n", + "17 -0.044249995 -0.0154266587 -0.0121778910 0.0661960958 0.0161806527\n", + "18 -0.099269587 0.0037663025 0.0019283676 -0.0192556085 -0.0817749415\n", + "19 0.013994201 0.0028396566 -0.0033415503 0.0284104335 0.0290294601\n", + "20 0.079203749 0.0202858539 0.0220501429 0.0465572186 0.0753670106\n", + "21 0.574116643 0.0032045451 -0.0016076451 -0.0251412579 0.0105128767\n", + "22 0.119900241 0.0918378399 0.0759971155 -0.0052895176 0.1413148324\n", + "23 0.265010988 -0.0512231915 0.0297559281 0.0413902198 0.0562966023\n", + "24 0.078447735 -0.0944558729 -0.0436326822 0.2447481588 0.1702268455\n", + "25 -0.172202920 0.0312984092 0.1334592164 0.0329452307 -0.1481178690\n", + "26 0.065273420 0.1389645822 0.0572228006 0.0248373386 -0.2366745726\n", + "27 -0.083868197 0.0147926867 -0.0352597153 -0.0485878232 -0.0926584865\n", + "28 -0.027025497 -0.0386802390 -0.0078388403 -0.0483220042 0.0473111532\n", + "29 0.033927045 0.1007617603 0.0427449026 0.0300875681 0.1337399632\n", + "30 -0.027925019 -0.0268177743 -0.0528737512 -0.0322078476 -0.1838165618\n", + "31 0.085427164 0.0659852409 0.0047592593 -0.1427378436 0.1683961635\n", + "32 -0.100522157 0.1640916147 0.1079878544 -0.1568159817 0.0532308289\n", + "33 -0.063496778 0.1072524331 0.0236268007 -0.0921449996 0.2379660480\n", + "34 0.022002908 0.0256499289 0.0610801020 0.1413173938 -0.0818283636\n", + "35 -0.130394500 -0.1202266404 0.0297807872 -0.0363199327 -0.0479879276\n", + "36 -0.125776346 -0.0886093126 0.1424997153 -0.0452452838 -0.1183074448\n", + "37 -0.043113166 -0.1380067160 0.1745619639 -0.0124396461 -0.1038318171\n", + "38 0.082325861 -0.0006213151 0.0095862385 0.0096786476 0.1034118235\n", + "39 0.066333115 -0.0200954601 0.1043639238 -0.0841463822 -0.0583980676\n", + "40 0.108501600 -0.1051226026 0.1880612130 -0.0847052438 0.0082945576\n", + "41 -0.016906247 -0.1831900042 0.0565777234 0.0696010108 0.0778109819\n", + "42 -0.093889053 -0.1807427969 0.2215392871 0.1282810774 -0.1863617188\n", + "43 0.049649171 -0.0335705299 -0.0086224809 0.0171276150 0.0074986954\n", + "44 0.173032907 -0.0782570301 -0.1690651199 -0.5985267959 -0.1690705546\n", + "45 0.114054617 -0.0812600244 -0.0207525290 0.1108854068 0.0222303374\n", + "46 -0.070053610 -0.1451556113 -0.0956782541 0.0650466829 0.1244786183\n", + "47 -0.052769684 -0.0403861973 -0.0473152631 0.1433198018 0.2681336202\n", + "48 -0.035468332 0.0061522958 -0.1377687780 -0.0301913421 0.0095915029\n", + "49 -0.034794881 -0.1736746604 -0.1855413889 0.0435900419 0.1301040157\n", + "50 -0.125535891 -0.0243681415 -0.1151568876 0.0307619679 0.0995660829\n", + "51 0.037245642 -0.1841839755 -0.0789186875 0.1154272456 -0.1500140074\n", + "52 -0.438870644 -0.0333309747 0.0162688261 -0.0884897231 0.1489217508\n", + "53 0.011480848 -0.2841208869 0.0279933250 0.1491023696 -0.0580687455\n", + "54 0.083554222 -0.0212583037 -0.1306236838 0.2163383450 -0.0432478160\n", + "55 0.054570410 0.0228909821 0.0104223152 0.0822126572 -0.0622838917\n", + "56 0.008840817 0.0902137979 0.0245391197 0.1266622824 -0.2396563226\n", + "57 0.035717883 -0.0095050135 0.0184195685 0.1032005137 -0.0306216917\n", + "58 0.078316643 0.0410804759 -0.0467000534 0.1629967754 -0.0267294897\n", + "59 -0.022052489 0.0845469928 0.0307221046 -0.0011892857 -0.0280861691\n", + "60 0.027719768 -0.1247928389 0.0148982841 0.0125322032 0.0103144555\n", + "61 -0.105911615 0.1583167560 -0.0077956306 0.0004322952 0.0268777665\n", + "62 0.094719992 0.0372423137 -0.0554286217 0.1911941515 -0.2278726548\n", + "63 -0.012478070 -0.0796605780 0.0490783748 0.0731590145 -0.0325428804\n", + "64 0.080731761 0.2339876964 -0.1904391680 0.0671923630 -0.0922782739\n", + "65 0.145103599 0.0401010490 0.4087226567 0.0082924353 0.0601124202\n", + "66 -0.153146423 0.1058767644 0.0621083675 0.0521411097 0.0093737081\n", + "67 0.242311316 0.1624642998 -0.1710592831 0.0290427603 0.0005825558\n", + "68 0.146790629 -0.0975064432 -0.0954271858 0.0634393520 -0.0542746964\n", + "69 0.142004204 0.2756289523 0.0716666128 0.1037144308 0.2493010769\n", + "70 0.090552421 0.0762940316 0.0223664831 0.0407851662 0.2043854839\n", + "71 -0.115764094 0.1164999602 -0.2229245570 -0.1020553608 0.0653304346\n", + "72 -0.107653268 0.0924578585 0.1703691689 0.1553777072 -0.0861273599\n", + "73 0.031425872 0.0828334338 -0.0422974950 -0.2273355205 0.1044121476\n", + "74 0.043319486 -0.0117224642 0.2657254211 -0.0399888635 -0.0965755583\n", + "75 0.039992475 -0.1836120117 -0.1206742117 0.0042639382 0.1854455958\n", + "76 -0.078766653 0.1278964796 0.0443723688 -0.0221792303 0.0727227748\n", + "77 0.105159431 0.1245705053 -0.0050727719 -0.0286760776 0.0505985339\n", + "78 -0.237300241 0.0954985720 -0.1705574844 -0.2182446650 0.0542822004\n", + "79 -0.005931650 0.0881865829 -0.1142975040 -0.2204068321 -0.0983356656\n", + "80 -0.033313849 -0.0870482995 0.0868931413 -0.0859744529 0.0677349340\n", + "81 -0.052463350 -0.0090868076 0.2746406756 -0.0632008463 0.0254944111\n", + "82 -0.193695663 -0.0163786153 0.1205659446 0.0167311850 -0.0180459786\n", + "83 -0.196423394 0.2193850779 0.0072282742 -0.0636853566 0.1804742127\n", + "84 0.047203144 0.1179789811 0.0366684142 0.0940407818 0.2535420377\n", + "85 -0.053869472 0.0749701022 -0.0692947886 0.0953058438 -0.0326938247\n", + "86 -0.060175868 -0.2124278362 0.1464363661 0.0320182342 -0.0552875210\n", + "87 -0.026645817 0.2245257013 -0.0470860581 -0.1574717388 0.0050106007\n", + "88 0.010450061 -0.2075161178 -0.2324985391 0.1103285005 0.0352757599\n", + "89 0.190923911 -0.0614704426 0.1145814312 -0.0134170623 0.1114608217\n", + "90 0.087624726 -0.1616289660 0.0860321187 0.0014490394 0.2551915110\n", + " govsh41 gvxdxe41 high65 highm65 highf65\n", + "1 -1.471987546 -0.9004416983 -39.873159017 -52.476943678 -2.795664e+01\n", + "2 -0.118040167 -0.1761310164 27.828999065 33.317901653 2.289620e+01\n", + "3 -0.134584551 -0.0828253997 -3.108205431 -3.752775372 -2.444485e+00\n", + "4 -0.014735908 0.0203362565 15.459547610 16.889914708 1.402297e+01\n", + "5 0.056625982 0.0293599578 0.552532027 1.326308925 2.389770e-02\n", + "6 0.097684435 -0.0258845233 27.757776151 30.315916505 2.543009e+01\n", + "7 0.064447520 0.0711908145 -1.327285501 -5.340780973 2.541172e+00\n", + "8 0.124565485 0.0109849206 -6.618572100 -4.821824488 -8.278800e+00\n", + "9 0.047224194 0.0577567317 -1.913064128 -1.051466657 -2.638829e+00\n", + "10 0.023711621 0.0736460129 -0.676055717 -0.757739405 -5.154032e-01\n", + "11 -0.059829507 -0.0267299574 -1.488168374 -0.732419768 -2.101216e+00\n", + "12 0.116222297 0.0582890346 4.140445000 6.514845968 1.922559e+00\n", + "13 -0.096940213 -0.0653364890 1.084056793 2.016872722 1.221480e-01\n", + "14 -0.043830665 -0.0588391213 -0.882004756 -0.666721921 -1.093460e+00\n", + "15 -0.016175509 0.0104897038 -2.621813904 -1.666841099 -3.330331e+00\n", + "16 -0.043367030 -0.0132893118 0.026366157 0.429051863 -2.854493e-01\n", + "17 0.002478283 -0.0422884524 -1.986636818 -1.933203585 -2.127138e+00\n", + "18 -0.141353603 -0.1114727915 2.000724213 2.799946347 9.848603e-01\n", + "19 0.023107149 -0.0091326635 3.123476523 3.936773903 2.340056e+00\n", + "20 0.033661226 -0.0278738727 -2.616505320 -2.810589244 -2.448256e+00\n", + "21 0.120159544 0.1323875010 -4.590094662 -4.394901872 -4.770150e+00\n", + "22 0.200646421 0.1278615425 7.677504710 7.184559696 8.137692e+00\n", + "23 0.080444803 0.0177767742 -1.025694662 -2.850093598 6.109686e-01\n", + "24 0.104652795 -0.1020463306 -1.625787994 -1.868832377 -1.428181e+00\n", + "25 -0.163545379 -0.1490354975 -1.687806143 -0.331866721 -2.989821e+00\n", + "26 -0.340695885 -0.3298477891 -4.371693324 -4.781230755 -4.013480e+00\n", + "27 -0.104235270 -0.0380527342 3.827336430 5.005537623 2.646267e+00\n", + "28 -0.096341871 -0.1068082538 -20.947487118 -21.962538477 -1.994911e+01\n", + "29 0.039063751 0.1373922086 0.115157046 -4.955975257 4.483880e+00\n", + "30 -0.056817335 -0.1008248951 0.030395693 0.003880934 5.463852e-01\n", + "31 -0.072144828 -0.1028637813 -0.190492408 0.034518873 -7.485600e-02\n", + "32 -0.010896149 0.0358936841 0.142164514 -0.178877344 -6.569346e-02\n", + "33 -0.063364588 -0.1295918008 0.117953404 -0.064824086 -9.264514e-02\n", + "34 -0.039566969 0.1362871018 0.176733933 -0.047079281 3.430510e-01\n", + "35 0.003530943 -0.0485245525 0.037457122 -0.065903891 -2.880831e-02\n", + "36 -0.033187937 0.0068665366 -0.064160030 -0.246409265 3.585738e-02\n", + "37 -0.011173066 0.0400544373 -0.074355607 -0.017024038 1.316487e-01\n", + "38 0.013094567 -0.1338766171 0.062050719 -0.112093404 -2.096554e-01\n", + "39 0.160115508 0.0082500113 0.032908666 -0.088554851 1.075955e-01\n", + "40 0.169008196 -0.0548892936 -0.151217299 -0.162660900 -6.813594e-02\n", + "41 0.178415700 0.1182231480 -0.150838387 -0.009496561 4.798555e-02\n", + "42 -0.093877656 0.0098477456 -0.013497161 -0.143966141 -2.774291e-01\n", + "43 0.194891544 -0.1408172360 0.037069774 -0.124370125 -1.387455e-01\n", + "44 0.150848656 0.0050336675 -0.195132244 0.113272046 -3.664392e-02\n", + "45 -0.178275449 -0.1406392380 -0.080246631 -0.083046128 -1.528946e-01\n", + "46 0.015414869 -0.0381850615 -0.029236435 -0.006305308 -9.719851e-02\n", + "47 0.166089248 0.0586078142 -0.004322360 0.072392045 3.473392e-03\n", + "48 -0.105615900 -0.1135953670 0.099505969 0.053514029 -3.355613e-03\n", + "49 0.076148377 -0.0912740749 -0.150184172 0.169253399 -3.173499e-02\n", + "50 0.406081038 -0.0854772997 0.012347332 0.082819332 -7.819480e-02\n", + "51 -0.025579782 -0.0299533964 -0.027349853 0.152162321 3.114539e-02\n", + "52 0.200398927 0.2564056157 0.063853496 -0.105540817 5.381442e-02\n", + "53 -0.115723815 0.0004186494 0.602373601 0.046749345 1.240996e-01\n", + "54 0.212599848 0.0793794820 -0.002670080 -0.058474298 -1.043228e-01\n", + "55 0.237961874 0.1025239776 -0.037399128 -0.071899300 -2.606315e-02\n", + "56 0.076980170 0.0692039477 0.071166775 -0.059848451 5.025383e-02\n", + "57 -0.138865770 0.1446292032 -0.037311892 -0.060450362 1.024774e-02\n", + "58 0.005094933 -0.0018323921 0.022985151 0.071211164 -5.911649e-02\n", + "59 0.027845730 0.0578378317 -0.002801637 -0.065483351 -9.867800e-02\n", + "60 -0.039993955 -0.1576589675 -0.037523147 0.104913529 -2.394214e-01\n", + "61 -0.156028408 0.0429114964 -0.185326562 -0.022636723 7.085528e-02\n", + "62 0.226385215 -0.0496294970 0.042803544 0.040543924 -5.896538e-02\n", + "63 0.064554677 0.0453269876 0.009949948 -0.031633741 -1.997801e-04\n", + "64 0.019114593 -0.0060474177 -0.107910971 0.150169695 -4.751655e-02\n", + "65 -0.001680077 0.2269631823 -0.012530705 -0.166420949 1.606267e-02\n", + "66 -0.013049933 0.1093528602 -0.212713165 -0.277098557 -4.123799e-02\n", + "67 0.060792193 -0.1585124117 0.044299408 0.036339223 1.391533e-01\n", + "68 0.064650929 -0.1625114704 -0.203149570 0.092321913 -5.516680e-02\n", + "69 -0.137160147 -0.0778290848 -0.044172664 -0.123203328 4.530612e-03\n", + "70 -0.054126916 -0.1339556673 0.030348719 -0.104365130 1.544294e-01\n", + "71 0.015430688 -0.0244033155 -0.045521565 0.013540917 1.053986e-01\n", + "72 -0.085558862 0.1171295341 -0.095220755 0.118614917 2.875366e-02\n", + "73 -0.066303693 -0.2944676850 0.078911946 -0.011602178 4.545389e-02\n", + "74 0.088837811 -0.0274486765 0.117488981 0.173734546 2.600695e-01\n", + "75 -0.125040068 -0.1918263232 -0.124086830 -0.073411432 -1.827989e-01\n", + "76 0.119089581 -0.1061599027 0.062304638 0.176081016 2.478748e-01\n", + "77 0.192139874 -0.0245364663 0.063377802 -0.116065637 -6.533746e-02\n", + "78 -0.148249876 -0.1547235278 0.063506295 -0.114873560 9.257060e-02\n", + "79 -0.023842961 0.1966688029 -0.052409566 0.074369935 4.328515e-02\n", + "80 -0.044218581 -0.0497412867 0.010618259 -0.210510345 -2.164255e-01\n", + "81 -0.156314329 0.1084389537 -0.218348086 0.026342834 3.655865e-02\n", + "82 -0.143703662 0.2841227974 0.134570896 0.347609084 -3.229711e-02\n", + "83 -0.134434744 -0.0135749923 0.118962684 -0.022800525 -9.077034e-02\n", + "84 -0.094134277 0.0537921910 -0.102449596 -0.115993893 1.357496e-01\n", + "85 0.003729487 0.0503662801 -0.144393873 -0.063290449 -2.801619e-02\n", + "86 -0.208117533 0.0138306482 -0.047163776 0.066667095 2.575238e-01\n", + "87 0.044454060 -0.2004653468 0.041782680 -0.146297297 -2.943170e-01\n", + "88 0.042881687 -0.0401530196 -0.158924952 0.106348562 1.769916e-01\n", + "89 0.056419477 -0.0375439095 0.054277526 0.273227090 1.865601e-02\n", + "90 0.164925150 0.0104106736 0.132362667 0.224663642 1.640277e-01\n", + " highc65 highcm65 highcf65 human65 humanm65\n", + "1 -23.295445430 -3.257989e+01 -14.511692183 -3.998584e+01 -44.571671165\n", + "2 12.425597458 1.669137e+01 8.601560652 1.917147e+01 17.515555071\n", + "3 -2.151390957 -2.571432e+00 -1.695826763 1.148701e-01 0.654557235\n", + "4 7.316674558 8.011896e+00 6.605436076 3.014233e+00 2.786102102\n", + "5 1.059181028 1.982027e+00 0.335812078 1.089371e+00 1.228334990\n", + "6 14.453527723 1.711490e+01 12.039969992 6.686989e+00 6.624636335\n", + "7 -0.730218627 -3.812589e+00 2.235217146 -2.150704e+00 -2.831339525\n", + "8 -2.594694580 -9.648185e-01 -4.127835720 -1.216359e+00 -0.258590629\n", + "9 0.536954622 7.698739e-01 0.397254692 2.295841e+00 2.995362236\n", + "10 -0.478313753 -4.181767e-01 -0.458937618 8.421566e-01 0.113754968\n", + "11 0.351787620 5.364784e-01 0.259092040 2.707380e+00 2.164560869\n", + "12 2.579035834 4.550370e+00 0.744919215 4.893852e+00 5.212098474\n", + "13 0.520539951 1.146952e+00 -0.139241106 -1.788276e-01 0.758999545\n", + "14 -1.244245715 -1.843141e+00 -0.671506959 -8.826047e-01 -0.696972158\n", + "15 -1.287362983 -5.100967e-01 -1.888334874 2.401150e+00 2.545050892\n", + "16 0.359343388 6.059975e-01 0.216020053 -1.104544e+00 -1.110166253\n", + "17 -0.046033239 3.684578e-01 -0.505415953 -1.296555e+00 -1.953448836\n", + "18 0.177837011 3.710989e-01 -0.188285726 -1.459698e+00 -0.857104052\n", + "19 2.216058043 2.607069e+00 1.811275975 -3.858404e-01 -0.230909787\n", + "20 -0.871844483 -8.987198e-01 -0.880366353 -3.621261e+00 -3.173962636\n", + "21 -2.466657146 -2.374200e+00 -2.567123869 2.550738e-01 0.456515936\n", + "22 0.306078119 2.430307e-01 0.342290245 2.087299e+00 1.667024607\n", + "23 -0.270964667 -1.438487e+00 0.778799649 -7.602852e-01 -0.289272896\n", + "24 0.035979092 2.022392e-01 -0.160421623 -7.845981e-01 -0.469955660\n", + "25 0.086513206 9.065728e-01 -0.704337553 -1.033043e+00 -0.976120366\n", + "26 -2.751524591 -2.613667e+00 -2.904923268 -3.512874e+00 -3.383760735\n", + "27 2.967421721 4.330757e+00 1.627517651 -1.011285e-02 1.044435990\n", + "28 -5.215036295 -6.170469e+00 -4.283201134 -3.290549e+00 -3.593786086\n", + "29 -2.108794646 -5.500542e+00 0.955899498 -1.410239e-01 -0.902347256\n", + "30 0.596333617 9.301168e-01 0.682829110 -1.125924e+00 -1.419736415\n", + "31 7.033076378 7.668672e+00 6.462851867 1.439940e+00 1.643255222\n", + "32 -0.042237571 1.674158e+00 -1.605062327 -9.022139e-01 -1.054446329\n", + "33 -0.137957296 -1.072027e-01 -0.087859903 -8.995006e-01 -0.458727561\n", + "34 -0.029930446 -1.717295e-02 -0.134070986 6.652231e+00 7.137475106\n", + "35 -0.032990804 6.199164e-02 -0.035281027 8.985409e-02 1.549435641\n", + "36 0.007136651 2.227108e-01 -0.130317554 2.092926e-01 -0.045351641\n", + "37 0.069826550 2.545352e-01 -0.049373267 1.555940e-01 -0.081913294\n", + "38 -0.074419482 -2.270743e-02 -0.196221291 5.486898e-02 0.118023083\n", + "39 -0.063354212 -1.241503e-02 -0.175190060 1.582132e-02 -0.175673058\n", + "40 0.081067954 4.220637e-02 0.119521842 -5.995849e-02 0.025017408\n", + "41 0.017929380 -2.047274e-02 0.080991548 -2.743306e-01 0.162007690\n", + "42 -0.114606297 1.224133e-01 0.043121543 3.742819e-02 0.013254006\n", + "43 0.067907286 -6.846828e-02 0.069251114 -1.476424e-02 0.295296876\n", + "44 0.046327926 -2.478581e-01 -0.139733680 -6.993155e-02 0.059032318\n", + "45 0.043385725 1.600908e-01 -0.145515558 -1.399927e-01 0.006104120\n", + "46 0.015217878 -6.112436e-02 -0.067375029 3.219240e-02 0.130975636\n", + "47 0.161493617 -1.063825e-01 0.052929116 -3.648589e-01 -0.070062600\n", + "48 0.146730786 5.173316e-02 0.008031629 -9.857719e-02 0.025510859\n", + "49 0.067712116 2.111492e-02 0.198133285 3.561438e-02 0.238643295\n", + "50 0.097086421 -1.097971e-01 0.065664851 -7.708606e-02 0.083884604\n", + "51 -0.089469096 -7.246001e-03 0.105155945 3.670649e-02 0.191362375\n", + "52 -0.095096240 -1.326684e-01 0.195782640 1.956968e-01 -0.008852945\n", + "53 0.430005669 -4.727123e-02 -0.010539771 2.098051e-01 0.055744785\n", + "54 -0.170902093 7.477907e-02 0.021444068 1.947994e-02 0.168089654\n", + "55 0.070021017 -7.371201e-02 0.148864786 -1.246985e-01 -0.106180521\n", + "56 0.068806363 3.606530e-02 0.083569023 -3.016815e-02 0.034897750\n", + "57 -0.029545726 1.258722e-01 -0.117211262 1.991174e-01 -0.016570257\n", + "58 -0.015775779 5.178851e-02 -0.119545330 6.299165e-02 -0.039553346\n", + "59 0.012432208 -6.168311e-02 -0.112433313 -7.754410e-02 0.082041946\n", + "60 -0.365220352 -1.474425e-01 -0.027552378 -1.152007e-01 0.099700987\n", + "61 0.127420109 1.956357e-01 -0.127543875 -1.701345e-01 0.055431207\n", + "62 -0.002640095 -4.316640e-02 0.126630269 -1.017473e-01 -0.182112822\n", + "63 -0.107936742 -1.367855e-01 -0.201378270 1.433417e-01 0.014251164\n", + "64 -0.169998002 1.695811e-01 0.055898147 -1.735459e-01 -0.091557350\n", + "65 -0.107895112 -7.809880e-02 0.037652102 1.307247e-01 -0.075484707\n", + "66 0.172493338 -4.655914e-02 -0.197192433 -1.127485e-01 -0.068412296\n", + "67 -0.117995987 -8.260836e-03 0.008999355 1.862947e-01 -0.457698156\n", + "68 -0.012648104 -6.787897e-02 -0.030103791 2.272454e-03 0.158819159\n", + "69 0.027777431 -7.245877e-04 0.095425692 5.163837e-02 0.158403414\n", + "70 -0.079786388 8.651047e-02 -0.009057020 -7.669560e-02 -0.221155838\n", + "71 0.043055816 4.989882e-02 0.000349263 -3.062370e-02 -0.194119930\n", + "72 0.079778184 -8.170587e-02 0.141084721 -4.414684e-05 0.185291202\n", + "73 0.141880725 1.123038e-01 -0.088893504 -4.466814e-02 0.003325126\n", + "74 -0.172948854 -1.055814e-01 -0.072915368 2.721250e-02 -0.019513427\n", + "75 -0.119923550 -2.709382e-02 -0.193261685 -1.084151e-01 -0.066261118\n", + "76 -0.079444093 -1.291938e-01 -0.181779189 -4.998970e-02 0.059249187\n", + "77 -0.236938358 1.901619e-01 0.088299747 1.833934e-01 0.062215367\n", + "78 -0.092032575 -1.352313e-02 -0.186935044 2.118628e-01 -0.126370304\n", + "79 -0.028442456 -4.063299e-02 0.075946082 -1.694153e-02 -0.145943310\n", + "80 -0.192639845 -4.816094e-02 -0.218884642 -1.605085e-01 0.235331317\n", + "81 0.152190488 -5.346774e-02 -0.310500026 4.383768e-02 -0.046444486\n", + "82 -0.020550663 -1.197728e-02 -0.132721903 -3.898062e-01 0.133243272\n", + "83 -0.271818179 -1.432672e-01 0.040194435 -2.994228e-02 -0.017190588\n", + "84 0.094542250 1.126029e-01 -0.115639704 3.660205e-02 0.076404422\n", + "85 0.152620267 -1.793225e-02 -0.077586824 -1.489523e-02 -0.155693990\n", + "86 -0.080661454 2.045761e-01 -0.052867024 1.572244e-01 -0.046220642\n", + "87 0.129380551 4.531652e-02 -0.169672451 1.379369e-01 0.137507135\n", + "88 -0.039745606 -2.455481e-01 0.032093188 1.890382e-02 0.085524244\n", + "89 -0.105150291 -1.263969e-01 0.260380794 5.119998e-02 0.131603927\n", + "90 0.100306153 5.276746e-01 0.216227269 1.118908e-01 0.074272749\n", + " humanf65 hyr65 hyrm65 hyrf65 no65\n", + "1 -3.553736e+01 -1.263435e+00 -1.700989e+00 -8.493878e-01 -3.294124e+02\n", + "2 2.084188e+01 8.050173e-01 1.000347e+00 6.300012e-01 -2.258212e+02\n", + "3 -3.754765e-01 -1.050570e-01 -1.268907e-01 -8.245313e-02 -1.186097e+01\n", + "4 3.215982e+00 4.557786e-01 4.980536e-01 4.125553e-01 -8.391738e+00\n", + "5 1.099920e+00 3.250738e-02 6.627237e-02 6.563675e-03 -1.888493e+01\n", + "6 6.764250e+00 8.445308e-01 9.484165e-01 7.494023e-01 -2.277002e+01\n", + "7 -1.483084e+00 -4.143819e-02 -1.836435e-01 9.562103e-02 -9.686959e+00\n", + "8 -2.171927e+00 -1.843855e-01 -1.159238e-01 -2.481189e-01 2.354008e+01\n", + "9 1.685350e+00 -2.697101e-02 -5.191159e-03 -4.477528e-02 -5.873643e+01\n", + "10 1.578350e+00 -2.324200e-02 -2.372368e-02 -1.957273e-02 -2.616253e+01\n", + "11 3.318378e+00 -2.280421e-02 -3.970885e-03 -3.670046e-02 -6.849126e+01\n", + "12 4.549554e+00 1.344683e-01 2.212204e-01 5.339023e-02 -4.319569e+01\n", + "13 -1.146978e+00 3.183457e-02 6.369563e-02 1.161543e-04 8.247025e+00\n", + "14 -1.060765e+00 -4.244148e-02 -5.028865e-02 -3.533428e-02 2.345494e+01\n", + "15 2.312773e+00 -7.805810e-02 -4.359036e-02 -1.043731e-01 -3.078403e+01\n", + "16 -1.011704e+00 7.412393e-03 2.096768e-02 -1.549068e-03 1.032884e+01\n", + "17 -6.431843e-01 -4.092059e-02 -3.159976e-02 -5.237976e-02 -1.314137e+01\n", + "18 -2.111212e+00 4.331754e-02 6.354172e-02 1.580296e-02 2.151147e+01\n", + "19 -5.923445e-01 1.067584e-01 1.303035e-01 8.313118e-02 -2.317953e+00\n", + "20 -4.036146e+00 -7.015621e-02 -7.415604e-02 -6.651849e-02 4.550062e+01\n", + "21 7.856326e-02 -1.414248e-01 -1.362300e-01 -1.465319e-01 -1.262751e+01\n", + "22 2.531633e+00 1.597078e-01 1.487986e-01 1.695824e-01 6.014650e+00\n", + "23 -1.274400e+00 -2.625406e-02 -8.562314e-02 2.781847e-02 8.370349e+00\n", + "24 -1.111621e+00 -3.191328e-02 -3.341932e-02 -3.143276e-02 2.409247e+01\n", + "25 -1.071384e+00 -3.197530e-02 1.151923e-02 -7.421368e-02 -1.623576e+00\n", + "26 -3.678832e+00 -1.424596e-01 -1.476841e-01 -1.383230e-01 3.021067e+01\n", + "27 -1.042485e+00 1.354812e-01 1.867657e-01 8.526395e-02 3.242421e+01\n", + "28 -2.997160e+00 -5.236526e-01 -5.626367e-01 -4.850926e-01 1.813753e+00\n", + "29 5.390560e-01 -4.133475e-02 -2.091613e-01 1.088310e-01 -8.386162e+00\n", + "30 -6.827413e-01 1.178126e-02 1.825103e-02 2.433233e-02 -1.734266e+00\n", + "31 1.213616e+00 1.406152e-01 1.532817e-01 1.288181e-01 -4.046741e+00\n", + "32 -7.778233e-01 -2.861669e-04 3.331408e-02 -3.200148e-02 1.298313e+00\n", + "33 -1.363391e+00 9.751300e-05 -1.140347e-04 -1.675746e-03 1.333028e+00\n", + "34 6.175279e+00 -6.319483e-04 -5.916627e-06 4.936864e-06 -3.462805e+01\n", + "35 -1.491500e+00 -7.186094e-05 -1.635011e-04 5.839045e-05 -3.516055e+00\n", + "36 1.776053e-01 -3.532643e-05 -1.471054e-04 -4.144354e-05 -4.482191e+00\n", + "37 2.225577e-01 2.170051e-03 3.441279e-04 -2.318654e-04 4.711253e+00\n", + "38 -1.437930e-02 2.337580e-01 1.956169e-03 3.132999e-06 1.282496e+01\n", + "39 4.043261e-02 -1.648913e-01 1.356250e-01 2.358629e-03 -1.232016e+01\n", + "40 3.627446e-01 2.470421e-01 -6.997288e-02 -2.448982e-01 -5.556892e+01\n", + "41 -9.055581e-02 1.883085e-02 -1.077195e-01 3.137930e-02 1.265095e-01\n", + "42 -3.413143e-02 5.448576e-02 1.018501e-01 7.990644e-02 7.259251e-02\n", + "43 -8.069611e-04 1.423680e-01 2.632543e-01 1.383383e-01 9.733232e-02\n", + "44 1.608468e-01 3.632728e-03 1.023097e-01 6.376222e-02 1.454975e-01\n", + "45 -2.393218e-01 6.757591e-02 -2.099759e-02 -5.788188e-02 -9.457123e-03\n", + "46 4.500527e-02 9.862411e-02 -2.782562e-02 -7.728016e-02 2.900412e-01\n", + "47 -2.322513e-01 -1.342637e-01 1.320996e-01 -3.754426e-02 -2.641743e-01\n", + "48 -6.973559e-02 2.857118e-02 4.167472e-02 -1.328567e-01 2.264139e-01\n", + "49 -7.280743e-02 2.209526e-01 2.344872e-01 -2.051054e-01 -1.190768e-02\n", + "50 5.061591e-02 1.918791e-01 -4.190413e-02 1.088238e-01 -9.849608e-02\n", + "51 -3.659958e-03 -3.620496e-01 1.704616e-01 -8.028941e-02 2.011379e-01\n", + "52 1.046816e-01 8.603649e-03 -2.766250e-01 -4.653326e-02 8.597357e-02\n", + "53 1.122502e-01 -1.188274e-01 -5.109892e-02 1.003319e-01 2.166433e-02\n", + "54 -2.044753e-01 1.375967e-03 -2.879958e-03 1.235017e-01 -1.216385e-01\n", + "55 8.732667e-02 -5.675101e-02 1.559913e-01 4.180609e-02 -5.627882e-02\n", + "56 3.453198e-02 1.957699e-01 3.071232e-01 -1.182558e-02 9.118470e-02\n", + "57 -2.395378e-02 -3.484472e-01 7.533346e-02 -9.995684e-02 -1.684113e-01\n", + "58 -2.374795e-01 -8.073275e-02 5.289767e-03 7.248129e-02 7.444421e-02\n", + "59 6.261611e-03 -5.514747e-02 -7.209155e-02 -9.884415e-02 8.740999e-02\n", + "60 1.840552e-01 1.543123e-02 -1.043446e-01 -1.443402e-02 9.410745e-02\n", + "61 -1.860931e-02 -3.077449e-02 -1.084653e-01 1.586919e-01 -1.365465e-01\n", + "62 -3.775380e-02 -1.262412e-02 1.053602e-01 -6.937602e-04 4.380718e-03\n", + "63 2.555844e-02 1.188005e-01 -4.417781e-02 -7.305505e-02 9.324881e-03\n", + "64 4.930614e-02 2.098447e-01 9.135848e-03 5.697717e-02 -4.576879e-02\n", + "65 2.480246e-02 -1.656960e-02 -5.561628e-02 3.726637e-02 -7.209736e-02\n", + "66 -6.019801e-02 -2.920597e-01 3.315240e-02 -2.968488e-01 7.185450e-02\n", + "67 -3.084742e-02 -8.043443e-02 -5.338597e-02 1.391831e-01 -2.652523e-01\n", + "68 -1.300375e-01 4.816840e-02 2.422936e-01 -2.484447e-01 1.271247e-01\n", + "69 1.177800e-02 5.746891e-02 1.886280e-01 1.486477e-01 -4.130610e-02\n", + "70 2.904501e-01 1.623610e-01 -3.461993e-02 5.465696e-03 1.065292e-01\n", + "71 1.355960e-01 9.050617e-02 -1.580696e-01 -3.873810e-02 -4.508108e-02\n", + "72 1.474909e-01 4.277946e-02 -7.302034e-02 9.360003e-02 1.229901e-01\n", + "73 1.588506e-01 -5.945921e-02 -5.591609e-02 1.683103e-02 -7.594513e-02\n", + "74 -1.110366e-01 -1.043098e-02 -1.594922e-01 1.898016e-01 -1.591006e-01\n", + "75 1.756673e-01 -1.306745e-01 6.277391e-02 -1.258154e-01 1.209519e-02\n", + "76 -8.094750e-03 2.196768e-01 3.374048e-01 1.956151e-01 -1.072055e-01\n", + "77 -3.572971e-02 -5.489974e-02 3.210008e-02 -8.862732e-02 -1.388764e-01\n", + "78 1.487031e-01 -5.981833e-02 2.753023e-02 5.202731e-02 3.009064e-01\n", + "79 2.389641e-02 1.159266e-01 -1.149538e-01 -2.057191e-01 -1.008912e-01\n", + "80 -1.689465e-01 -9.584642e-03 7.036994e-02 -2.820821e-01 -2.530185e-01\n", + "81 1.285937e-01 -4.231319e-02 -1.203238e-01 -1.590462e-01 -5.270397e-02\n", + "82 4.804256e-02 -4.318501e-02 -9.636042e-02 5.430336e-02 2.553212e-01\n", + "83 -1.170082e-01 1.030578e-01 7.642407e-02 4.976112e-04 2.947388e-03\n", + "84 -1.793390e-01 2.358712e-02 -8.376638e-02 -1.731567e-01 1.113578e-01\n", + "85 -7.333239e-02 -1.784306e-01 6.457337e-02 -1.158524e-02 -8.038637e-02\n", + "86 -6.305713e-02 -1.411398e-01 -3.214047e-01 -1.669837e-02 -2.268591e-01\n", + "87 -2.036479e-01 1.412561e-01 -1.789736e-01 1.018520e-01 3.203223e-02\n", + "88 -1.784474e-01 -1.769009e-02 8.617579e-02 2.455155e-01 -8.006220e-03\n", + "89 2.426600e-01 -9.844690e-02 -8.135443e-03 -1.472834e-01 2.100751e-01\n", + "90 8.687218e-03 -9.351549e-02 -2.034710e-01 -1.088599e-01 1.647125e-01\n", + " nom65 nof65 pinstab1 pop65 worker65\n", + "1 -2.751171e+02 -3.825766e+02 -1.083014112 -3.778160e+05 -3.503181733\n", + "2 -1.898883e+02 -2.609812e+02 -0.245847389 -9.918344e+04 0.115957885\n", + "3 -1.921985e+01 -5.107572e+00 -0.168060504 -2.212009e+04 0.152985194\n", + "4 -9.393891e+00 -7.462556e+00 0.296558745 2.426559e+05 -0.002230213\n", + "5 -2.103191e+01 -1.875531e+01 -0.082263040 -3.391142e+05 0.114043328\n", + "6 -2.123203e+01 -2.448395e+01 -0.089006202 1.977308e+05 0.148275053\n", + "7 -2.947514e+00 -1.656168e+01 0.066198117 -9.993981e+04 -0.002204326\n", + "8 1.564941e+01 3.170598e+01 0.322302091 1.812754e+05 -0.101740659\n", + "9 -6.229026e+01 -5.611515e+01 -0.218378106 -2.892782e+04 -0.031765979\n", + "10 -1.452196e+01 -3.777780e+01 -0.356400619 2.157033e+05 0.099181512\n", + "11 -5.511653e+01 -8.261045e+01 -0.109900430 -1.665192e+05 0.087563414\n", + "12 -3.947236e+01 -4.639319e+01 -0.369873822 1.269297e+05 0.199790822\n", + "13 3.821045e-01 1.656698e+01 -0.145595756 1.673128e+05 0.024891374\n", + "14 1.893386e+01 2.785332e+01 -0.081546118 -7.556834e+04 -0.176743851\n", + "15 -2.926008e+01 -3.259336e+01 -0.257924479 1.736783e+05 0.263297454\n", + "16 8.928182e+00 1.043537e+01 -0.007674059 3.226522e+04 -0.064605181\n", + "17 -3.828948e+00 -2.292338e+01 0.004255152 -3.044467e+04 -0.082777734\n", + "18 1.567621e+01 2.782974e+01 -0.022672828 -3.220386e+04 -0.047574922\n", + "19 2.372458e-01 -4.074106e+00 -0.340048964 2.089422e+04 -0.113025495\n", + "20 3.761496e+01 5.248857e+01 0.140004820 -7.556917e+04 -0.074751318\n", + "21 -1.402113e+01 -1.161840e+01 -0.210379136 4.856378e+04 0.060625320\n", + "22 1.195786e+01 -4.860945e-01 -0.515296868 -8.504113e+04 0.060547244\n", + "23 -2.097104e+00 1.917210e+01 0.146211326 4.938241e+04 0.036104949\n", + "24 2.074578e+01 2.762176e+01 0.177402643 1.662402e+04 -0.036145926\n", + "25 2.535392e-01 -3.474034e+00 0.002595501 5.965340e+04 -0.066139127\n", + "26 2.623436e+01 3.451487e+01 0.179138632 -6.057333e+04 -0.059783950\n", + "27 2.156273e+01 4.266274e+01 0.143931570 9.126173e+03 0.020013261\n", + "28 4.757609e+00 -1.053157e+00 0.064419463 4.113919e+04 -0.009624690\n", + "29 -5.977607e+00 -1.052072e+01 -0.256367038 4.539703e+04 -0.028036738\n", + "30 1.306876e+00 -6.136894e+00 -0.278240190 9.417022e+04 0.088311186\n", + "31 -5.557580e+00 -2.209984e+00 -0.160369178 4.912413e+04 -0.045298401\n", + "32 -5.250833e-01 3.410677e+00 -0.261792002 2.914691e+04 0.050942730\n", + "33 1.689218e+00 1.783159e+00 -0.426139610 8.924389e+04 0.034135643\n", + "34 -3.835366e+01 -3.097278e+01 0.049862365 -2.607243e+04 0.072520569\n", + "35 -2.258383e+01 1.474934e+01 0.087695315 3.786921e+04 0.022472208\n", + "36 -3.052514e+00 -8.215095e+00 0.272450322 -1.985433e+05 -0.078070824\n", + "37 8.648573e+00 8.985755e-01 0.123761646 -6.855825e+04 -0.005918163\n", + "38 1.123214e+01 1.405249e+01 0.141371743 3.672025e+04 -0.013326180\n", + "39 -1.449042e+01 -1.014397e+01 0.384330820 2.776617e+04 0.039296393\n", + "40 -5.521128e+01 -5.568903e+01 0.233722467 -3.124914e+04 -0.008287714\n", + "41 1.452477e+01 -1.370893e+01 -0.133138275 7.937931e+04 -0.065403306\n", + "42 6.243896e-02 8.467530e-01 0.025618928 -1.002462e+05 -0.041345250\n", + "43 -7.027481e-03 8.437692e-03 1.435011230 -2.864883e+04 -0.039188748\n", + "44 -5.101943e-02 -3.434955e-01 0.062473830 -3.816467e+05 -0.050346702\n", + "45 -2.990887e-01 -7.304603e-02 -0.137086343 -2.142756e-01 -0.315806651\n", + "46 -1.400871e-02 -1.213552e-01 -0.051104710 2.256061e-01 0.132929306\n", + "47 2.340261e-01 1.268634e-01 0.087128808 3.334819e-01 0.127555933\n", + "48 1.956662e-01 6.170384e-02 -0.070656623 -3.685820e-02 0.126647995\n", + "49 -4.201494e-02 7.020118e-02 -0.294305211 -3.862004e-02 -0.044202887\n", + "50 1.325750e-01 -2.265659e-03 -0.082940477 1.031593e-02 -0.004052852\n", + "51 5.870712e-03 8.635196e-02 0.140321555 1.956806e-02 0.149850839\n", + "52 -4.730434e-01 4.861206e-02 -0.014667306 2.895260e-02 0.015920175\n", + "53 -4.255175e-02 -4.562359e-02 0.007182727 -1.358547e-01 -0.285016630\n", + "54 4.813830e-02 7.911040e-02 0.101357278 -1.271801e-01 -0.006688091\n", + "55 6.235001e-02 -8.593332e-02 -0.030215557 8.162947e-02 0.051118369\n", + "56 -7.686620e-02 -2.931952e-02 -0.058830147 6.129939e-02 -0.040972181\n", + "57 1.453937e-01 8.856123e-02 -0.015084151 1.364331e-01 0.208368406\n", + "58 -2.996815e-01 2.536022e-01 0.100917677 -5.822735e-02 0.155794479\n", + "59 -1.455521e-01 -1.491387e-02 0.112657074 -3.720700e-03 -0.038120251\n", + "60 -1.004343e-01 -2.384295e-02 -0.102817587 2.619606e-01 -0.028380786\n", + "61 1.622450e-01 -1.028679e-01 -0.081019341 9.867089e-02 -0.142735956\n", + "62 -3.096092e-02 1.507743e-01 -0.487854674 -2.891186e-02 0.211011493\n", + "63 4.082055e-02 -2.456136e-01 0.188465787 2.565671e-01 -0.092592866\n", + "64 6.046724e-02 1.409666e-01 -0.112338435 5.818335e-02 0.108739403\n", + "65 3.017499e-02 -9.705188e-02 0.058836191 6.650482e-02 0.137633300\n", + "66 1.384374e-01 -2.224588e-01 -0.007672148 -1.085361e-01 -0.116775641\n", + "67 9.656644e-02 -1.160787e-01 0.196612492 -5.015593e-03 -0.009173767\n", + "68 -5.126499e-02 9.958250e-02 0.324394918 -4.095973e-02 -0.160058602\n", + "69 -2.047961e-01 6.976829e-03 0.097952458 -3.852037e-02 0.020748923\n", + "70 1.024099e-01 1.652031e-02 -0.004438733 -4.667767e-02 0.310765430\n", + "71 -1.481545e-01 1.250681e-01 -0.158819966 5.678224e-01 -0.063441487\n", + "72 -8.511775e-02 1.253680e-01 0.063327844 -1.427114e-01 0.199580903\n", + "73 -9.937419e-02 1.134394e-02 -0.041204913 -4.924448e-02 -0.096943432\n", + "74 4.031874e-02 -2.277215e-02 -0.134800026 5.692439e-02 0.182640789\n", + "75 -1.636490e-01 1.337081e-01 -0.096538120 2.846140e-02 0.042681932\n", + "76 7.472716e-02 2.771712e-02 0.080445871 1.439926e-01 -0.068904333\n", + "77 -4.442761e-02 -6.097804e-02 -0.130694526 1.151576e-01 0.104160622\n", + "78 1.430541e-01 -1.971678e-01 -0.101089691 1.068943e-01 -0.172391640\n", + "79 -1.732655e-02 -1.902860e-01 0.292523224 1.109490e-02 0.096041921\n", + "80 9.690886e-02 -1.175455e-01 -0.128802274 9.238574e-02 0.393694702\n", + "81 1.801117e-01 -1.016768e-01 0.152558079 1.454390e-01 -0.076338422\n", + "82 1.470800e-01 3.323960e-01 0.085734527 1.407549e-01 -0.211754287\n", + "83 1.476914e-02 -9.947587e-02 -0.050993458 -5.007681e-03 -0.110487697\n", + "84 7.816149e-02 -8.615132e-02 -0.111316806 6.082190e-02 -0.043097724\n", + "85 -1.746758e-01 -1.889551e-01 0.126658301 8.036324e-03 -0.066688774\n", + "86 6.998500e-02 2.435733e-02 -0.012480501 -1.374448e-01 0.054569148\n", + "87 1.634046e-01 2.715237e-01 -0.257494337 -1.667280e-01 -0.076528975\n", + "88 -8.616011e-02 1.204361e-01 -0.114368807 9.048444e-03 0.277087092\n", + "89 4.631095e-02 1.242077e-01 -0.114570918 8.479489e-02 0.238654438\n", + "90 2.337108e-01 4.735319e-02 -0.025892924 -2.175959e-01 -0.058686344\n", + " pop1565 pop6565 sec65 secm65 secf65\n", + "1 -3.5590591791 -5.613818e-01 -1.453193e+02 -1.576912e+02 -1.330444e+02\n", + "2 -0.6734673879 2.656483e-01 8.320153e+01 7.142418e+01 9.470543e+01\n", + "3 -0.0362853584 1.938083e-02 -5.168739e+00 -8.390494e-01 -9.053442e+00\n", + "4 0.1261236161 -9.291799e-02 2.080069e+01 1.587474e+01 2.547231e+01\n", + "5 -0.0901432581 2.708375e-02 3.564981e+00 2.068935e+00 5.434300e+00\n", + "6 -0.1353505681 5.730894e-02 3.842643e+01 3.487297e+01 4.174380e+01\n", + "7 0.0543041520 -7.996572e-03 -2.437211e+01 -2.365434e+01 -2.512819e+01\n", + "8 0.0060421226 -6.315685e-03 -3.097162e+00 1.746939e+00 -7.985268e+00\n", + "9 -0.0004201105 -7.777762e-03 3.979451e+00 8.501828e+00 -7.785267e-02\n", + "10 -0.0551094687 3.489955e-05 7.149989e-02 -4.695590e+00 4.976023e+00\n", + "11 0.0535251239 -3.274502e-02 5.321098e+00 4.064147e+00 6.858299e+00\n", + "12 -0.2143863096 6.882406e-02 4.162852e+01 4.425024e+01 3.877621e+01\n", + "13 -0.0444118814 -1.882191e-02 -2.219613e+00 2.388286e+00 -6.847810e+00\n", + "14 0.1286824483 -3.386462e-02 9.715112e-01 1.594248e+00 3.766220e-01\n", + "15 -0.3691711027 9.322818e-02 -3.258281e+00 -2.166621e+00 -4.113176e+00\n", + "16 -0.0682718008 1.334341e-02 -7.429501e-01 -6.971572e-01 -4.152683e-01\n", + "17 0.0079988741 -4.629305e-04 -1.024351e+01 -1.375337e+01 -6.817539e+00\n", + "18 0.1511319244 -9.597036e-02 -1.730228e+00 2.478590e+00 -5.985576e+00\n", + "19 0.1191625967 -3.808470e-02 6.142754e+00 7.963539e+00 3.985237e+00\n", + "20 0.0819779276 -4.715065e-02 -1.036133e+01 -7.838583e+00 -1.276607e+01\n", + "21 -0.0156665222 7.695082e-03 -5.688088e+00 -7.166953e+00 -4.181077e+00\n", + "22 0.0227981793 1.530364e-03 1.974314e+01 1.664627e+01 2.295718e+01\n", + "23 -0.0157786915 4.064806e-03 -3.373995e+00 -1.234411e+00 -5.542911e+00\n", + "24 -0.0424861575 1.740839e-02 -8.947863e+00 -5.560240e+00 -1.228513e+01\n", + "25 0.0365070491 -3.606612e-02 -2.242232e+00 -1.255213e+00 -2.834451e+00\n", + "26 0.0185774686 -1.137784e-02 -1.494499e+01 -1.307162e+01 -1.700575e+01\n", + "27 0.0010692787 -3.257320e-02 9.627158e+00 1.830094e+01 1.082868e+00\n", + "28 -0.0280736737 2.892172e-02 -1.462211e+01 -1.500712e+01 -1.426739e+01\n", + "29 0.0112536833 -7.919830e-03 1.196610e-01 -2.841253e+00 2.910339e+00\n", + "30 -0.0230701926 3.241352e-02 -1.518469e+01 -1.845694e+01 -1.151003e+01\n", + "31 0.0351510865 -7.585567e-03 1.070762e+01 1.178190e+01 9.452913e+00\n", + "32 0.0015242996 7.422458e-03 -4.112345e+00 -8.208520e+00 -2.649089e-01\n", + "33 0.0024150310 1.324532e-02 -2.460856e+00 1.084304e+00 -5.881166e+00\n", + "34 -0.0308275991 1.544689e-02 3.235403e+01 3.526999e+01 2.949873e+01\n", + "35 -0.0042803047 -4.301629e-03 -1.389095e+00 7.388761e+00 -9.766323e+00\n", + "36 0.0026330802 1.699205e-02 -2.186981e-01 2.120379e+00 -1.429657e+00\n", + "37 0.0310938272 -3.491215e-02 9.836671e-01 2.840978e+00 -8.974848e-01\n", + "38 0.0107247043 -1.177630e-02 8.571351e+00 8.116880e+00 8.950899e+00\n", + "39 0.0102392926 -5.136703e-03 -7.009147e+00 -9.521121e+00 -4.528534e+00\n", + "40 -0.0024289471 -2.350156e-03 -1.166334e+01 -9.899813e+00 -1.342728e+01\n", + "41 -0.0086477360 4.637113e-05 -3.805626e+00 2.870560e+00 -1.018755e+01\n", + "42 -0.0038124254 -8.808971e-03 3.017139e-01 2.163067e+00 -1.261233e+00\n", + "43 0.0108466559 -1.084529e-02 5.249429e+00 6.585613e+00 4.058302e+00\n", + "44 0.0281365640 -2.415395e-02 6.286868e+00 8.885451e+00 3.685859e+00\n", + "45 0.0229803217 -8.496676e-03 9.406269e-01 2.778706e+00 -8.384267e-01\n", + "46 0.0972051051 -4.420268e-02 1.267196e+00 1.366784e+00 1.214586e+00\n", + "47 -0.0764249359 5.961062e-02 -6.496159e+00 -6.774171e+00 -6.279841e+00\n", + "48 0.2058370042 3.278204e-02 -2.754486e+01 -2.771004e+01 -2.728839e+01\n", + "49 -0.0754455023 1.393482e-01 -9.302448e-02 -4.283389e+00 4.078106e+00\n", + "50 -0.4107590851 -2.683173e-01 3.558720e-02 1.745141e-01 -3.657307e-01\n", + "51 0.1140965127 -3.335064e-02 -1.827006e-01 9.926717e-03 2.684024e-02\n", + "52 0.0448049011 1.834204e-01 1.169933e-01 -9.289642e-02 9.902517e-02\n", + "53 -0.1540758115 5.030474e-02 -3.142755e-01 1.337227e-01 -2.213420e-01\n", + "54 -0.2898310469 3.751154e-02 -1.728701e-01 2.068358e-02 -1.481117e-02\n", + "55 -0.0843308482 -1.195843e-01 1.789354e-01 5.761700e-02 4.994489e-02\n", + "56 -0.0039833437 -7.552263e-02 2.328484e-01 -1.633867e-01 5.425149e-02\n", + "57 -0.2985461290 -2.337441e-01 1.103386e-01 9.847390e-02 -1.370013e-01\n", + "58 -0.0853117935 2.107308e-02 -8.885239e-02 -1.141950e-02 -9.663707e-03\n", + "59 0.0025424468 -6.387597e-02 9.919881e-03 -1.689435e-02 7.100982e-02\n", + "60 0.1095073762 1.687017e-01 2.342947e-01 -1.433564e-01 1.694882e-01\n", + "61 -0.0300558810 -4.203843e-02 -3.123258e-02 -1.522281e-01 -5.980300e-02\n", + "62 -0.0232968745 -1.267772e-01 1.068423e-01 1.074131e-01 1.260322e-01\n", + "63 0.0625002016 1.691834e-01 -4.344458e-02 2.190481e-01 -1.832903e-01\n", + "64 0.0246727594 3.100166e-03 7.986268e-02 -3.052716e-01 6.167050e-02\n", + "65 -0.0126038286 -1.753837e-02 3.993130e-02 -2.337350e-01 1.411435e-01\n", + "66 0.2130045467 -1.890461e-01 4.327563e-02 -1.318468e-01 -9.553881e-02\n", + "67 0.1205301622 -7.698496e-02 -1.990943e-01 1.692134e-01 1.445106e-01\n", + "68 -0.2770116212 7.097557e-02 2.702228e-02 -1.524051e-01 1.612940e-01\n", + "69 -0.1078155357 -3.514601e-01 2.099628e-01 1.873865e-01 -5.398323e-01\n", + "70 -0.0577386498 1.468874e-01 1.693886e-01 3.530556e-02 2.094686e-01\n", + "71 -0.0455525910 -6.387960e-02 2.461373e-01 2.083254e-02 -6.272298e-02\n", + "72 0.1079894100 3.374155e-01 -1.300163e-01 9.886103e-02 1.593691e-01\n", + "73 -0.1622471290 6.503293e-02 1.507477e-01 2.216944e-02 -1.748815e-01\n", + "74 0.0544590915 1.044959e-01 -1.759018e-01 2.837641e-01 -8.039771e-02\n", + "75 -0.1428602050 4.136319e-02 -8.428693e-02 -1.336328e-01 2.051170e-01\n", + "76 0.1003059194 -5.809391e-02 5.638412e-02 -2.686999e-02 1.502800e-01\n", + "77 0.3212315992 1.731398e-01 -9.118390e-02 6.438718e-02 -1.941231e-01\n", + "78 0.0186236254 2.870758e-01 1.629343e-01 -9.036487e-03 -1.130965e-01\n", + "79 0.1950618568 -2.595810e-03 -1.322970e-01 6.422883e-02 -1.059728e-01\n", + "80 0.1801627938 2.622809e-02 -1.721457e-01 -2.625846e-01 -2.286580e-01\n", + "81 0.0639130716 -1.759548e-01 -3.931992e-02 -3.058509e-01 -1.398895e-01\n", + "82 -0.0634363620 -7.826202e-02 -7.076407e-02 1.734036e-01 -5.995826e-02\n", + "83 0.2721108925 -1.910805e-01 -8.861504e-02 -1.223607e-01 3.609956e-02\n", + "84 -0.1023888835 -4.068900e-02 -1.509919e-01 -3.065103e-01 -1.291322e-01\n", + "85 0.1373114780 -1.382628e-01 2.991008e-01 -4.860103e-02 2.997279e-02\n", + "86 0.1112657182 1.273494e-01 9.853294e-02 4.965714e-03 -9.610741e-02\n", + "87 0.0149346228 -9.105307e-02 3.336212e-03 -8.963044e-02 1.401404e-01\n", + "88 -0.0455192212 9.210089e-03 -1.518376e-01 2.082174e-01 2.432669e-01\n", + "89 -0.0014513233 -2.808156e-01 -2.556657e-01 2.057684e-01 1.820973e-01\n", + "90 -0.0696003785 -6.756950e-02 -1.777176e-01 -4.787747e-02 -6.772502e-02\n", + " secc65 seccm65 seccf65 syr65 syrm65\n", + "1 -61.134205819 -63.589187376 -5.855062e+01 -8.655997230 -9.917956835\n", + "2 38.360442017 32.049327767 4.447253e+01 5.273209193 5.038918662\n", + "3 -3.301549504 0.380464618 -6.663195e+00 -0.374333213 -0.151442745\n", + "4 12.098414993 8.299703494 1.573404e+01 1.575981119 1.358621822\n", + "5 2.349672850 1.542057371 3.253705e+00 0.473125332 0.494219591\n", + "6 22.002209058 19.855121452 2.397356e+01 3.299012709 3.235050421\n", + "7 -6.422450095 -5.785546972 -7.052492e+00 -1.025985133 -1.244420576\n", + "8 -3.194900598 -0.998270468 -5.411513e+00 -0.398115587 -0.067496484\n", + "9 1.600207271 4.081106887 -6.814949e-01 -0.055922505 0.173571435\n", + "10 0.452369194 -1.942733383 2.868479e+00 0.019230150 -0.217094702\n", + "11 -1.707086974 -2.956609769 -3.787704e-01 -0.179841772 -0.240334387\n", + "12 12.801095492 13.499092188 1.188272e+01 1.895785656 2.165963665\n", + "13 1.883430811 4.989267112 -1.208801e+00 0.266618382 0.631283866\n", + "14 -2.215139822 -1.934381236 -2.459529e+00 -0.487956941 -0.468517457\n", + "15 -2.231112119 -1.837235051 -2.486028e+00 -0.229410376 -0.102843188\n", + "16 -2.339288192 -2.567924369 -1.971138e+00 -0.009464670 0.004648020\n", + "17 -3.240180260 -4.806853061 -1.735003e+00 -0.370408765 -0.489985152\n", + "18 -2.843382545 -0.989244744 -4.671132e+00 -0.128348682 0.099995452\n", + "19 1.722278568 2.564118101 6.876778e-01 0.513100909 0.632972534\n", + "20 -3.444788305 -3.095297034 -3.807796e+00 -0.422815656 -0.308555014\n", + "21 -3.458452896 -4.248083801 -2.673451e+00 -0.605528461 -0.679622499\n", + "22 7.214603093 5.764832463 8.706456e+00 1.313319885 1.150044425\n", + "23 2.024852230 3.188227530 8.577006e-01 0.040049702 0.052508311\n", + "24 -2.210071746 0.859401347 -5.156957e+00 -0.513689523 -0.369992911\n", + "25 -3.814955986 -3.636845065 -3.842191e+00 -0.387227598 -0.308326667\n", + "26 -7.811904363 -9.086241486 -6.723034e+00 -0.657538816 -0.643383335\n", + "27 4.951838534 8.414073080 1.573825e+00 0.893720951 1.384213888\n", + "28 -6.092387867 -6.877570701 -5.340549e+00 -1.667609990 -1.745283929\n", + "29 0.527280312 -0.802200187 1.782766e+00 0.255880707 -0.152983887\n", + "30 -7.580874085 -10.034712994 -5.042218e+00 -0.658904408 -0.817376747\n", + "31 11.070778996 12.258533986 9.778483e+00 0.628781713 0.682405077\n", + "32 1.264376304 -1.257525512 3.635296e+00 0.481658583 0.296528709\n", + "33 1.317822813 3.903283803 -1.155953e+00 0.270843104 0.531341342\n", + "34 16.210276739 18.325389472 1.417189e+01 1.133535919 1.249956890\n", + "35 2.547895812 6.944491232 -1.674044e+00 0.392174863 0.868578002\n", + "36 1.424358749 2.993819671 4.517081e-01 -0.013630160 0.092417015\n", + "37 -0.294228076 0.056228255 -7.037687e-01 -0.159916503 -0.128968793\n", + "38 1.124766074 0.457740225 1.742338e+00 0.291126068 0.271469648\n", + "39 -8.328908679 -10.362911631 -6.338117e+00 -0.485102799 -0.620434182\n", + "40 -7.429098907 -7.890637508 -7.044933e+00 -0.418012210 -0.377725663\n", + "41 -1.044311476 1.427965275 -3.350748e+00 -0.058946296 0.258954127\n", + "42 -0.420349943 0.557808986 -1.217108e+00 -0.046159056 0.059130175\n", + "43 3.314197808 4.016081075 2.673483e+00 0.429746729 0.533045491\n", + "44 3.677900843 4.948380925 2.407731e+00 0.432922971 0.607558769\n", + "45 -0.478197394 1.226810934 -2.068797e+00 -0.132453963 -0.046777983\n", + "46 -0.705650782 -2.412246324 9.041390e-01 -0.046246638 -0.117220885\n", + "47 -1.976019503 -1.960797538 -1.996572e+00 -0.207773273 -0.223746990\n", + "48 -12.915238235 -12.095130278 -1.361468e+01 -1.579912571 -1.645488302\n", + "49 0.796211231 -1.501305702 3.018353e+00 0.010182396 -0.161322071\n", + "50 -0.962167264 -0.231966171 -1.785791e+00 -0.101222927 -0.121350915\n", + "51 -14.445530094 -16.195392892 -1.278124e+01 -0.446916833 -0.471279717\n", + "52 0.091462836 3.422982596 -3.235824e+00 -0.076585911 0.017732121\n", + "53 -0.060824329 0.360794054 -1.449285e-01 0.158284179 0.182442565\n", + "54 -0.126430568 -0.184164679 -4.319087e-02 -0.349436623 -0.424320281\n", + "55 -0.016689366 0.086038212 2.189448e-01 0.012563729 -0.091760785\n", + "56 -0.082223293 -0.038814118 -3.212984e-02 -0.108632427 -0.054630761\n", + "57 0.129823462 0.222345527 -3.797951e-01 -0.049121965 -0.148661883\n", + "58 0.041508941 0.227451321 -1.474315e-01 -0.103976143 -0.277762542\n", + "59 0.094365669 0.031373877 -2.947147e-07 -0.086346533 0.046863321\n", + "60 0.278517018 -0.073662389 -3.585259e-01 -0.093483589 0.013068766\n", + "61 -0.190926285 0.195955712 7.803453e-02 0.324363958 -0.037611148\n", + "62 -0.056496358 -0.022306422 -1.695894e-02 0.135287364 0.049729863\n", + "63 -0.055229107 0.011161327 5.227448e-02 0.066095682 0.037385174\n", + "64 -0.177841302 -0.242972991 -4.029829e-01 0.151367326 -0.288569817\n", + "65 0.034989991 -0.071951853 1.390563e-01 0.233508262 -0.007740720\n", + "66 0.151247997 0.253699151 8.693965e-02 0.113525262 0.162715289\n", + "67 -0.019721083 -0.092147422 6.973881e-02 0.178890592 -0.040098378\n", + "68 0.009909199 0.018211805 1.738863e-01 0.007635140 -0.105847642\n", + "69 -0.002973110 -0.244864730 1.934771e-01 0.046546735 -0.233919428\n", + "70 0.203094445 -0.177902797 -1.192468e-01 0.135571518 0.085295070\n", + "71 -0.056758700 -0.196304287 -5.354528e-02 0.164924215 0.194672172\n", + "72 -0.097728548 0.011061971 8.825506e-02 -0.381526565 -0.081150003\n", + "73 0.084265302 -0.068344075 -8.082649e-02 -0.221248046 0.073183985\n", + "74 0.054585108 -0.031902290 -7.077844e-03 0.019870349 -0.015245375\n", + "75 0.082773452 -0.243979263 1.595466e-01 -0.273614855 0.093385099\n", + "76 -0.389827643 -0.002020334 -2.674228e-01 0.156000152 0.074993375\n", + "77 -0.107063296 0.026298525 8.221303e-02 0.030705030 -0.002543558\n", + "78 -0.211975481 0.087733393 1.838927e-03 0.278945314 -0.257776569\n", + "79 0.083696635 -0.181110654 4.550777e-02 0.123013751 -0.082720983\n", + "80 0.027095005 -0.062715252 6.110846e-02 0.063160986 -0.082293705\n", + "81 0.038430780 -0.033562248 -2.004501e-01 0.165752485 -0.384745641\n", + "82 -0.055539640 0.267636138 2.072524e-01 -0.147233144 -0.016530875\n", + "83 -0.056630344 0.267100890 1.092753e-01 -0.261264742 -0.052960258\n", + "84 0.104789639 -0.065416389 -4.716228e-02 -0.059151425 0.133621906\n", + "85 -0.009515854 -0.207814810 -5.676139e-02 0.141070000 0.076487230\n", + "86 -0.509429917 0.176820155 2.255564e-01 -0.273687299 -0.391277663\n", + "87 -0.063745092 0.014310719 2.085645e-01 -0.162157815 0.103734926\n", + "88 0.319551880 0.177869473 1.833145e-01 0.070546102 -0.421769912\n", + "89 -0.184226945 0.150318921 -2.903346e-02 -0.003724098 -0.179496103\n", + "90 0.126653195 0.158128922 8.159935e-02 -0.112209161 -0.110317025\n", + " syrf65 teapri65 teasec65 ex1 im1\n", + "1 -7.435463462 -314.99447773 -184.16051000 -1.2710564237 -1.369477045\n", + "2 5.526322833 -59.77001722 -15.60905493 0.4924925420 0.415838098\n", + "3 -0.569653576 -14.35839994 -0.80549850 0.0400185231 0.063303964\n", + "4 1.776375993 -11.10167657 -0.88869959 -0.4748461970 -0.573872818\n", + "5 0.481376280 -3.08584705 4.59757670 0.1362929243 0.168399094\n", + "6 3.363902142 -9.58744971 5.64347149 -0.0490789205 0.006531189\n", + "7 -0.819378595 -16.06665002 -4.20696242 0.0367741592 0.064402911\n", + "8 -0.723013586 6.26789858 -2.09266265 -0.0712237239 -0.004993147\n", + "9 -0.254052063 5.96547142 14.92124959 0.0368021667 0.066521239\n", + "10 0.266830970 2.45321868 -6.09405109 -0.0130620676 -0.016715912\n", + "11 -0.099822506 8.24781859 2.04559092 -0.0733142696 -0.073766489\n", + "12 1.624476896 -15.15221026 13.36741589 0.0247989415 0.111457309\n", + "13 -0.098977611 2.78989765 9.22774680 0.0991070868 0.066629000\n", + "14 -0.502319099 12.79726688 10.44669310 -0.0688744783 -0.061719081\n", + "15 -0.329355712 -4.09480518 -4.88115991 -0.0126737281 -0.001031588\n", + "16 0.004235971 2.32106337 -6.71245886 -0.1089000609 -0.083144173\n", + "17 -0.259943526 -7.73909137 -9.52164770 -0.2689706718 -0.162334003\n", + "18 -0.374323689 9.06230138 14.05743411 0.2833043261 0.245509381\n", + "19 0.377279955 7.63915889 11.67828772 0.0423796977 0.099904781\n", + "20 -0.532709361 -1.27067572 12.55873555 0.0198300858 0.052116419\n", + "21 -0.535405559 1.91337882 -1.30663459 0.2548786909 0.307343123\n", + "22 1.479747424 3.94412015 1.72792395 0.1966148407 0.151797184\n", + "23 0.018622638 -13.52803026 -9.60459648 0.1920704949 0.211193147\n", + "24 -0.657830934 0.68286302 4.36865602 0.0394605409 0.054508592\n", + "25 -0.448511453 -4.64334328 -1.23635302 -0.0202190626 -0.027707513\n", + "26 -0.686636588 -0.63945647 -6.50553268 0.0005684675 0.006514924\n", + "27 0.408778835 8.06927409 3.75138698 0.0693075080 0.089323326\n", + "28 -1.589780183 -2.95657324 -10.94249886 -0.0294843980 -0.083621685\n", + "29 0.628920582 -4.93919821 -0.24086058 0.0816521336 0.106968387\n", + "30 -0.443193981 -3.98976722 7.16376999 -0.2649201380 -0.287539921\n", + "31 0.560785561 5.16405854 9.58118136 0.0366758829 0.034556213\n", + "32 0.653917520 10.63861734 -4.70289312 -0.0212434835 -0.069291875\n", + "33 0.021044382 -0.82016107 3.01469103 0.0218968701 0.026688450\n", + "34 1.007590194 -6.06083643 -3.71389648 -0.0222882146 -0.005607480\n", + "35 -0.065037223 -2.03083043 2.00199293 0.1515844592 0.121955071\n", + "36 -0.062671943 4.97153628 0.66016822 -0.1121564458 -0.105529118\n", + "37 -0.196001414 1.52277750 8.60913643 -0.0428698658 -0.055185706\n", + "38 0.309390832 -9.21779651 -9.03530909 0.0103944774 0.010771517\n", + "39 -0.352862831 -14.14607734 -2.01023166 0.0013082112 -0.020820848\n", + "40 -0.455720955 -8.62534705 -7.19517043 -0.1978712945 -0.211954039\n", + "41 -0.358674666 -2.15519605 1.60398892 -0.1612560105 -0.214413703\n", + "42 -0.131619237 -8.03779603 -2.19081537 -0.0649569869 -0.046886229\n", + "43 0.337051578 -14.64469925 -4.00404893 0.0342284599 0.014505024\n", + "44 0.262776019 -2.08096018 -0.73943482 0.0942811485 0.120218344\n", + "45 -0.214416083 2.94873678 -1.67971051 -0.0708927733 -0.018961358\n", + "46 0.021512447 9.76614279 5.85230872 0.1556862888 0.177900944\n", + "47 -0.192646261 -7.89093136 -4.79393374 -0.0574188460 -0.061011185\n", + "48 -1.519596570 0.95595397 10.57868918 -0.0769172913 -0.090505050\n", + "49 0.177731136 3.78654645 -11.12478917 -0.0119420658 -0.024584966\n", + "50 -0.086847301 2.87570780 -4.21277484 0.0901218549 0.097397982\n", + "51 -0.427091282 -8.24492180 -3.40009089 0.0789424378 0.040232408\n", + "52 -0.163526248 0.14349772 2.02796581 -0.0970628979 -0.091527129\n", + "53 0.125913844 7.35508476 6.69771648 -0.1025013433 -0.042331120\n", + "54 -0.276837989 3.88508078 12.29717003 -0.0301376809 -0.041429144\n", + "55 0.087297242 10.99914397 -1.97264221 -0.1478756688 -0.116405545\n", + "56 -0.008898787 -0.96956047 4.48415119 -0.0351721187 -0.092719293\n", + "57 -0.057439247 43.59470890 3.19584058 -0.1311687444 -0.126171417\n", + "58 0.048582174 -0.18037319 27.16345190 0.0069419397 0.036797877\n", + "59 0.113563238 0.05807287 -0.42684154 -0.3306730439 -0.290446343\n", + "60 0.004611041 -0.11616415 0.16937312 0.0484432087 -0.124241742\n", + "61 0.217949866 -0.10543634 -0.22706017 -0.0971621141 0.179392675\n", + "62 -0.004381920 0.14785173 -0.04304829 0.1506222768 0.097778089\n", + "63 -0.067867268 0.08762196 0.18278372 -0.1950520840 -0.024321161\n", + "64 -0.001185829 -0.10442221 0.06130532 0.0043373759 -0.021444073\n", + "65 0.031682798 0.25694399 0.06298181 0.3529909080 -0.308497159\n", + "66 0.229348878 0.20235928 0.08394355 0.0855042732 -0.110316642\n", + "67 -0.108595879 0.22449263 -0.01036602 0.0489376883 -0.110707032\n", + "68 -0.071649995 0.05898440 0.02465143 -0.2412408128 0.035558683\n", + "69 0.236314869 0.12688433 0.37194525 0.3308741765 -0.339251756\n", + "70 -0.408010721 -0.23127877 -0.04192515 0.2597904453 -0.052184592\n", + "71 0.008762600 -0.22911941 -0.24564258 -0.1934423803 0.175746225\n", + "72 0.099238501 -0.03285283 0.06254682 -0.0092047727 0.134517088\n", + "73 -0.059439681 0.07857056 0.02558644 -0.0679961204 0.389826697\n", + "74 0.023710857 -0.34352832 -0.20301612 -0.1675632462 -0.106750342\n", + "75 -0.053036398 -0.14375136 0.03999355 -0.1795060485 -0.037454214\n", + "76 -0.237943532 -0.06417342 -0.02322564 -0.1002464668 0.097911182\n", + "77 0.013926451 -0.44307551 0.26475270 0.0712828788 -0.078534063\n", + "78 -0.149411120 -0.19424113 -0.05823380 0.3252194583 0.482117459\n", + "79 0.029502364 -0.18271951 0.04203953 -0.3410929841 0.166579840\n", + "80 0.221725373 -0.11170011 -0.11935878 -0.2006304836 0.003073297\n", + "81 -0.067463339 -0.11405928 0.05982189 -0.1463338454 0.000739378\n", + "82 -0.196733413 0.03829286 0.05781654 -0.0173398770 -0.198956407\n", + "83 0.055175392 -0.09239349 -0.00745717 -0.1389315104 0.237971024\n", + "84 -0.028461113 -0.05237897 0.18723342 -0.1183235724 0.214307181\n", + "85 -0.013834761 0.22052404 0.20510043 0.2680730894 0.149730897\n", + "86 0.070574653 -0.22252647 -0.01283793 0.1330617719 0.019715402\n", + "87 -0.136961384 0.07591351 0.19438207 -0.0135451142 -0.079182966\n", + "88 0.156958964 -0.04668618 -0.11333104 0.0603280598 0.137076553\n", + "89 0.540482756 -0.22925715 0.28285847 0.0243535536 -0.045925088\n", + "90 0.087083718 -0.03812750 -0.10261322 -0.1215903722 -0.029880196\n", + " xr65 tot1\n", + "1 -4.047449e+02 -0.0876208110\n", + "2 7.601391e+01 0.0214098619\n", + "3 1.198082e+02 0.1237498721\n", + "4 -3.194284e+01 -0.0298193511\n", + "5 1.132250e+02 -0.0841096261\n", + "6 7.134700e+01 -0.0083436146\n", + "7 -1.880401e+02 0.0470789784\n", + "8 1.169947e+02 0.1027001379\n", + "9 2.186356e+02 0.0399114435\n", + "10 4.096243e+01 -0.0926564188\n", + "11 1.349334e+02 -0.0791874995\n", + "12 1.415715e+02 -0.1010651324\n", + "13 1.476546e+02 -0.0776988203\n", + "14 6.481791e+00 0.0491237094\n", + "15 1.951325e+02 -0.1405162742\n", + "16 2.336898e+01 0.0255105614\n", + "17 2.961208e+01 0.1053639790\n", + "18 -8.915431e+01 0.0571556163\n", + "19 -1.411167e+02 0.0637183305\n", + "20 9.498295e+01 0.0937255596\n", + "21 2.235338e+01 -0.0154763875\n", + "22 -1.528784e+01 0.0473006330\n", + "23 -1.050934e+02 0.0378960986\n", + "24 -1.271212e+02 0.0158339871\n", + "25 2.201622e+02 0.0853364136\n", + "26 -5.023650e+01 0.0328028034\n", + "27 1.672008e+02 0.0540906397\n", + "28 1.080012e+02 0.0573304826\n", + "29 -2.348785e+02 0.0003806715\n", + "30 -2.697384e+01 -0.0238564005\n", + "31 -1.359995e+02 -0.0230239180\n", + "32 1.110270e+02 -0.0746532370\n", + "33 -1.846731e+01 -0.0105340857\n", + "34 -1.187684e+02 0.0453787585\n", + "35 7.951819e+01 0.0786698551\n", + "36 5.153641e+01 0.0748117481\n", + "37 2.232648e+02 0.0274857013\n", + "38 2.390828e+01 -0.0948364721\n", + "39 -1.863737e+02 0.1179380793\n", + "40 1.804837e+02 -0.0380252608\n", + "41 1.154490e+02 -0.0577416340\n", + "42 1.941379e+02 0.0021627929\n", + "43 -4.118980e+01 -0.0049553968\n", + "44 -7.238547e+01 0.0042072387\n", + "45 -3.651178e+01 0.0607648496\n", + "46 -1.325881e+02 0.0435690653\n", + "47 -6.794543e+01 0.0205767249\n", + "48 -1.694681e+02 0.0233578443\n", + "49 -1.999883e+02 -0.0695763507\n", + "50 -1.682411e+02 0.0549548090\n", + "51 -6.255889e+01 -0.0503282470\n", + "52 2.569037e+02 0.0055446388\n", + "53 6.834770e+01 0.0412674928\n", + "54 -1.242214e+02 -0.1070727560\n", + "55 3.889938e+01 -0.0251160238\n", + "56 2.532362e+01 0.0608478945\n", + "57 5.633900e+01 0.0223452620\n", + "58 3.661366e-01 0.0359399777\n", + "59 5.964255e+01 0.0372667818\n", + "60 -1.707232e+01 -0.0381485946\n", + "61 -6.076580e+02 0.1045281348\n", + "62 1.277865e-01 0.2730074340\n", + "63 -1.743777e-01 0.0788193886\n", + "64 6.643046e-02 0.0044725168\n", + "65 -5.571258e-02 -0.0416495538\n", + "66 1.147801e-02 -0.4349524105\n", + "67 1.573729e-01 0.2618719444\n", + "68 -1.285582e-01 -0.0195693502\n", + "69 -3.690994e-01 -0.1510638329\n", + "70 6.646274e-02 -0.1914973719\n", + "71 -7.672525e-02 -0.0948002968\n", + "72 -9.109612e-02 -0.1250681238\n", + "73 -1.071318e-01 0.0088343517\n", + "74 3.278600e-01 -0.1304808147\n", + "75 -4.560051e-02 0.1306832744\n", + "76 -5.903422e-02 0.1703357127\n", + "77 1.118965e-01 0.0443054051\n", + "78 1.662882e-01 -0.0840935552\n", + "79 -3.707314e-02 -0.4057850088\n", + "80 -6.246543e-04 -0.0604992325\n", + "81 -5.593053e-02 0.1781689586\n", + "82 -7.887807e-03 0.0772642534\n", + "83 7.272069e-02 0.0776684262\n", + "84 8.657033e-02 0.0130311476\n", + "85 4.884930e-01 0.0850039306\n", + "86 -1.121593e-01 -0.0511207957\n", + "87 -2.629825e-01 0.4294171510\n", + "88 -4.419028e-03 0.0674216577\n", + "89 2.659727e-01 0.0950310649\n", + "90 4.198220e-01 0.3963425921\n", + "attr(,\"assign\")\n", + " [1] 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24\n", + "[26] 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49\n", + "[51] 50 51 52 53 54 55 56 57 58 59 60 61\n", + "\n", + "$qraux\n", + " [1] 1.105409 1.090738 1.019010 1.056067 1.008329 1.032496 1.027254 1.032528\n", + " [9] 1.032105 1.083540 1.045379 1.131395 1.067304 1.009168 1.080607 1.212556\n", + "[17] 1.108565 1.019370 1.146787 1.195271 1.275848 1.051124 1.020372 1.075090\n", + "[25] 1.052578 1.107482 1.400304 1.061337 1.224636 1.044238 1.142150 1.141488\n", + "[33] 1.209432 1.010573 1.026202 1.108806 1.095007 1.010618 1.379033 1.150449\n", + "[41] 1.050020 1.343433 1.035454 1.036704 1.126785 1.052998 1.262637 1.189651\n", + "[49] 1.166318 1.034950 1.198419 1.010931 1.081932 1.095029 1.007807 1.308323\n", + "[57] 1.017141 1.351455 1.119492 1.189273 1.007287 1.019961\n", + "\n", + "$pivot\n", + " [1] 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25\n", + "[26] 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50\n", + "[51] 51 52 53 54 55 56 57 58 59 60 61 62\n", + "\n", + "$tol\n", + "[1] 1e-07\n", + "\n", + "$rank\n", + "[1] 62\n", + "\n", + "attr(,\"class\")\n", + "[1] \"qr\"" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "stats:::qr.lm(object)" + ] + }, + { + "cell_type": "code", + "execution_count": 340, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [ + "correlation = FALSE; symbolic.cor = FALSE\n", + "\n", + "z <- object\n", + "p <- z$rank\n", + "rdf <- z$df.residual\n", + "if (p == 0) {\n", + " r <- z$residuals\n", + " n <- length(r)\n", + " w <- z$weights\n", + " if (is.null(w)) {\n", + " rss <- sum(r^2)\n", + " } else {\n", + " rss <- sum(w * r^2)\n", + " r <- sqrt(w) * r\n", + " }\n", + " resvar <- rss/rdf\n", + " ans <- z[c(\"call\", \"terms\", if(!is.null(z$weights)) \"weights\")]\n", + " class(ans) <- \"summary.lm\"\n", + " ans$aliased <- is.na(coef(object)) # used in print method\n", + " ans$residuals <- r\n", + " ans$df <- c(0L, n, length(ans$aliased))\n", + " ans$coefficients <- matrix(NA, 0L, 4L)\n", + " dimnames(ans$coefficients) <-\n", + " list(NULL, c(\"Estimate\", \"Std. Error\", \"t value\", \"Pr(>|t|)\"))\n", + " ans$sigma <- sqrt(resvar)\n", + " ans$r.squared <- ans$adj.r.squared <- 0\n", + " return(ans)\n", + "}\n", + "if (is.null(z$terms))\n", + "stop(\"invalid 'lm' object: no 'terms' component\")\n", + "if(!inherits(object, \"lm\"))\n", + "warning(\"calling summary.lm() ...\")\n", + "Qr <- stats:::qr.lm(object)\n", + "n <- NROW(Qr$qr)\n", + "if(is.na(z$df.residual) || n - p != z$df.residual)\n", + " warning(\"residual degrees of freedom in object suggest this is not an \\\"lm\\\" fit\")\n", + "## do not want missing values substituted here\n", + "r <- z$residuals\n", + "f <- z$fitted.values\n", + "w <- z$weights\n", + "if (is.null(w)) {\n", + " mss <- if (attr(z$terms, \"intercept\"))\n", + " sum((f - mean(f))^2) else sum(f^2)\n", + " rss <- sum(r^2)\n", + "} else {\n", + " mss <- if (attr(z$terms, \"intercept\")) {\n", + " m <- sum(w * f /sum(w))\n", + " sum(w * (f - m)^2)\n", + " } else sum(w * f^2)\n", + " rss <- sum(w * r^2)\n", + " r <- sqrt(w) * r\n", + "}\n", + "resvar <- rss/rdf\n", + "## see thread at https://stat.ethz.ch/pipermail/r-help/2014-March/367585.html\n", + "if (is.finite(resvar) &&\n", + " resvar < (mean(f)^2 + var(f)) * 1e-30) # a few times .Machine$double.eps^2\n", + " warning(\"essentially perfect fit: summary may be unreliable\")\n", + "p1 <- 1L:p\n", + "R <- chol2inv(Qr$qr[p1, p1, drop = FALSE])\n", + "se <- sqrt(diag(R) * resvar)" + ] + }, + { + "cell_type": "code", + "execution_count": 336, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [ + "object = ls.effect\n", + "z <- object\n", + "p <- z$rank\n", + "rdf <- z$df.residual\n", + "r <- z$residuals" + ] + }, + { + "cell_type": "code", + "execution_count": 5, "metadata": { "vscode": { "languageId": "r" @@ -1232,7 +2579,7 @@ }, { "cell_type": "code", - "execution_count": 324, + "execution_count": 6, "metadata": { "vscode": { "languageId": "r" @@ -1262,7 +2609,7 @@ }, { "cell_type": "code", - "execution_count": 325, + "execution_count": 7, "metadata": { "vscode": { "languageId": "r" @@ -1291,7 +2638,7 @@ }, { "cell_type": "code", - "execution_count": 495, + "execution_count": 9, "metadata": { "vscode": { "languageId": "r" @@ -1300,85 +2647,50 @@ "outputs": [ { "data": { - "text/plain": [ - "\n", - "Call:\n", - "lm(formula = fmla, data = GrowthData)\n", - "\n", - "Residuals:\n", - " Min 1Q Median 3Q Max \n", - "-0.040338 -0.011298 -0.000863 0.011813 0.043247 \n", + "text/html": [ + "\n", + "\n", + "\n", + "\t\n", + "\t\n", + "\n", + "\n", + "\t\n", + "\t\n", + "\t\n", + "\n", + "
A xtable: 3 × 2
EstimateStd. Error
<dbl><dbl>
full reg via ols-0.0093779890.02988773
partial reg\n", + "via post-lasso -0.0498114650.01393636
partial reg via double selection-0.0500058550.01579138
\n" + ], + "text/latex": [ + "A xtable: 3 × 2\n", + "\\begin{tabular}{r|ll}\n", + " & Estimate & Std. Error\\\\\n", + " & & \\\\\n", + "\\hline\n", + "\tfull reg via ols & -0.009377989 & 0.02988773\\\\\n", + "\tpartial reg\n", + "via post-lasso & -0.049811465 & 0.01393636\\\\\n", + "\tpartial reg via double selection & -0.050005855 & 0.01579138\\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ "\n", - "Coefficients:\n", - " Estimate Std. Error t value Pr(>|t|) \n", - "(Intercept) 2.472e-01 7.845e-01 0.315 0.75506 \n", - "gdpsh465 -9.378e-03 2.989e-02 -0.314 0.75602 \n", - "bmp1l -6.886e-02 3.253e-02 -2.117 0.04329 * \n", - "freeop 8.007e-02 2.079e-01 0.385 0.70300 \n", - "freetar -4.890e-01 4.182e-01 -1.169 0.25214 \n", - "h65 -2.362e+00 8.573e-01 -2.755 0.01019 * \n", - "hm65 7.071e-01 5.231e-01 1.352 0.18729 \n", - "hf65 1.693e+00 5.032e-01 3.365 0.00223 **\n", - "p65 2.655e-01 1.643e-01 1.616 0.11727 \n", - "pm65 1.370e-01 1.512e-01 0.906 0.37284 \n", - "pf65 -3.313e-01 1.651e-01 -2.006 0.05458 . \n", - "s65 3.908e-02 1.855e-01 0.211 0.83469 \n", - "sm65 -3.067e-02 1.168e-01 -0.263 0.79479 \n", - "sf65 -1.799e-01 1.181e-01 -1.523 0.13886 \n", - "fert65 6.881e-03 2.705e-02 0.254 0.80108 \n", - "mort65 -2.335e-01 8.174e-01 -0.286 0.77729 \n", - "lifee065 -1.491e-02 1.933e-01 -0.077 0.93906 \n", - "gpop1 9.702e-01 1.812e+00 0.535 0.59663 \n", - "fert1 8.838e-03 3.504e-02 0.252 0.80271 \n", - "mort1 6.656e-02 6.848e-01 0.097 0.92326 \n", - "invsh41 7.446e-02 1.084e-01 0.687 0.49797 \n", - "geetot1 -7.151e-01 1.680e+00 -0.426 0.67364 \n", - "geerec1 6.300e-01 2.447e+00 0.257 0.79874 \n", - "gde1 -4.436e-01 1.671e+00 -0.265 0.79263 \n", - "govwb1 3.375e-01 4.380e-01 0.770 0.44748 \n", - "govsh41 4.632e-01 1.925e+00 0.241 0.81165 \n", - "gvxdxe41 -7.934e-01 2.059e+00 -0.385 0.70296 \n", - "high65 -7.525e-01 9.057e-01 -0.831 0.41311 \n", - "highm65 -3.903e-01 6.812e-01 -0.573 0.57131 \n", - "highf65 -4.177e-01 5.615e-01 -0.744 0.46308 \n", - "highc65 -2.216e+00 1.481e+00 -1.496 0.14575 \n", - "highcm65 2.797e-01 6.582e-01 0.425 0.67412 \n", - "highcf65 3.921e-01 7.660e-01 0.512 0.61278 \n", - "human65 2.337e+00 3.307e+00 0.707 0.48559 \n", - "humanm65 -1.209e+00 1.619e+00 -0.747 0.46121 \n", - "humanf65 -1.104e+00 1.685e+00 -0.655 0.51763 \n", - "hyr65 5.491e+01 2.389e+01 2.299 0.02918 * \n", - "hyrm65 1.294e+01 2.317e+01 0.558 0.58112 \n", - "hyrf65 9.093e+00 1.767e+01 0.515 0.61088 \n", - "no65 3.721e-02 1.320e-01 0.282 0.78006 \n", - "nom65 -2.120e-02 6.496e-02 -0.326 0.74661 \n", - "nof65 -1.686e-02 6.700e-02 -0.252 0.80319 \n", - "pinstab1 -4.997e-02 3.092e-02 -1.616 0.11729 \n", - "pop65 1.032e-07 1.318e-07 0.783 0.44027 \n", - "worker65 3.408e-02 1.562e-01 0.218 0.82887 \n", - "pop1565 -4.655e-01 4.713e-01 -0.988 0.33176 \n", - "pop6565 -1.357e+00 6.349e-01 -2.138 0.04139 * \n", - "sec65 -1.089e-02 3.077e-01 -0.035 0.97201 \n", - "secm65 3.344e-03 1.512e-01 0.022 0.98251 \n", - "secf65 -2.304e-03 1.580e-01 -0.015 0.98847 \n", - "secc65 -4.915e-01 7.290e-01 -0.674 0.50570 \n", - "seccm65 2.596e-01 3.557e-01 0.730 0.47150 \n", - "seccf65 2.207e-01 3.733e-01 0.591 0.55924 \n", - "syr65 -7.556e-01 7.977e+00 -0.095 0.92521 \n", - "syrm65 3.109e-01 3.897e+00 0.080 0.93698 \n", - "syrf65 7.593e-01 4.111e+00 0.185 0.85479 \n", - "teapri65 3.955e-05 7.700e-04 0.051 0.95941 \n", - "teasec65 2.497e-04 1.171e-03 0.213 0.83274 \n", - "ex1 -5.804e-01 2.418e-01 -2.400 0.02329 * \n", - "im1 5.914e-01 2.503e-01 2.363 0.02531 * \n", - "xr65 -1.038e-04 5.417e-05 -1.916 0.06565 . \n", - "tot1 -1.279e-01 1.126e-01 -1.136 0.26561 \n", - "---\n", - "Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", + "A xtable: 3 × 2\n", "\n", - "Residual standard error: 0.03074 on 28 degrees of freedom\n", - "Multiple R-squared: 0.8871,\tAdjusted R-squared: 0.6411 \n", - "F-statistic: 3.607 on 61 and 28 DF, p-value: 0.0002003\n" + "| | Estimate <dbl> | Std. Error <dbl> |\n", + "|---|---|---|\n", + "| full reg via ols | -0.009377989 | 0.02988773 |\n", + "| partial reg\n", + "via post-lasso | -0.049811465 | 0.01393636 |\n", + "| partial reg via double selection | -0.050005855 | 0.01579138 |\n", + "\n" + ], + "text/plain": [ + " Estimate Std. Error\n", + "full reg via ols -0.009377989 0.02988773\n", + "partial reg\\nvia post-lasso -0.049811465 0.01393636\n", + "partial reg via double selection -0.050005855 0.01579138" ] }, "metadata": {}, @@ -1386,14 +2698,27 @@ } ], "source": [ - "xnames = varnames[-c(1, 2, 3)] # names of X variables\n", - "dandxnames = varnames[-c(1, 2)] # names of D and X variables\n", - "# create formulas by pasting names (this saves typing times)\n", - "fmla = as.formula(paste(\"Outcome ~ \", paste(dandxnames, collapse = \"+\")))\n", - "ls.effect = lm(fmla, data = GrowthData)\n", - "summary((ls.effect))" + "library(xtable)\n", + "table = rbind(summary(ls.effect)$coef[\"gdpsh465\", 1:2], summary(lasso.effect)$coef[,\n", + "1:2], summary(doublesel.effect)$coef[, 1:2])\n", + "colnames(table) = c(\"Estimate\", \"Std. Error\") #names(summary(full.fit)£coef)[1:2]\n", + "rownames(table) = c(\"full reg via ols\", \"partial reg\n", + "via post-lasso \", \"partial reg via double selection\")\n", + "tab = xtable(table, digits = c(2, 2, 5))\n", + "tab" ] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "metadata": {}, From b13dd2e44f04e0a4898202b490f4286a6cbcd271 Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Thu, 13 Oct 2022 14:25:11 -0500 Subject: [PATCH 18/28] # --- src/rlasso.jl | 130 ++++++++++++++++++++++++++++++++++++----- src/rlassologit.jl | 1 - src/rlassotreatment.jl | 10 ++-- 3 files changed, 119 insertions(+), 22 deletions(-) diff --git a/src/rlasso.jl b/src/rlasso.jl index 6cdaf01..b63e29f 100644 --- a/src/rlasso.jl +++ b/src/rlasso.jl @@ -1,12 +1,44 @@ +mutable struct r_lasso + result + head_msg + foot_msg + main_tbl +end + function rlasso(x, y; post = true, intercept = true, model = true, homoskedastic = false, X_dependent_lambda = false, lambda_start = nothing, c = 1.1, maxIter = 15, tol::Float64 = 1e-5, n = size(y, 1), gamma = 0.1 / log(n), threshold = nothing) + + names_col = try + names(x) + catch + nothing + end + + x = Matrix(x[:, :]) + y = Matrix(y[:, :]) + n_cl = [] + if isnothing(threshold) threshold = 0 end n = size(y, 1) p = size(x, 2) + if isnothing(names_col) + for i in 1:p + push!(n_cl, "V $i") + end + else + n_cl = names_col + end + + if post == false + c = .5 + end + + # print(n_cl) + if intercept meanx = mean(x, dims = 1) x = x .- meanx @@ -39,8 +71,8 @@ function rlasso(x, y; post = true, intercept = true, model = true, coefTemp = LassoShooting_fit(x, y, lambda, XX = XX, Xy = Xy)["coefficients"] end - global coefTemp[isnan.(coefTemp)] .= 0 - global ind1 = abs.(coefTemp) .> 0 + coefTemp[isnan.(coefTemp)] .= 0 + ind1 = abs.(coefTemp) .> 0 global x1 = x[:, ind1] if isempty(x1) @@ -71,32 +103,32 @@ function rlasso(x, y; post = true, intercept = true, model = true, global e1 = y - x1 * coefT coefTemp[ind1] = coefT elseif !post - e1 = y - x1 * coefTemp[ind1] + global e1 = y - x1 * coefTemp[ind1] end s1 = sqrt(var(e1)) # Homoskedastic and X-independent - if (homoskedastic == true) && !X_dependent_lambda + if homoskedastic == true & !X_dependent_lambda Ups1 = s1 * Psi lambda = pen["lambda0"] * Ups1 - - # Homoskedastic and X-dependent - elseif (homoskedastic == true) && X_dependent_lambda + + # Homoskedastic and X-dependent + elseif homoskedastic == true & X_dependent_lambda Ups1 = s1 * Psi lambda = pen["lambda0"] * Ups1 - # Heteroskedastic and X-independent - elseif (homoskedastic == false) && !X_dependent_lambda + # Heteroskedastic and X-independent + elseif homoskedastic == false & !X_dependent_lambda Ups1 = 1 / sqrt(n) .* sqrt.(((e1 .^ 2)' * (x .^ 2))') lambda = Ups1 * pen["lambda0"] - # Heteroskedastic and X-dependent - elseif (homoskedastic == false) && X_dependent_lambda + # Heteroskedastic and X-dependent + elseif homoskedastic == false & X_dependent_lambda lc = lambdaCalculation(x = x, y = e1, homoskedastic = homoskedastic, X_dependent_lambda = X_dependent_lambda, lambda_start = lambda_start, c = c, gamma = gamma) Ups1 = lc["Ups0"] lambda = lc["lambda"] - - # Homoskedastic = "none" + + # Homoskedastic = "none" elseif homoskedastic == "none" if isnothing(lambda_start) throw(ArgumentError("lambda_start required when homoskedastic is set to none" )) @@ -116,9 +148,9 @@ function rlasso(x, y; post = true, intercept = true, model = true, coefTemp = None ind1 = zeros(p) end - global coefTemp = coefTemp + coefTemp = coefTemp coefTemp[abs.(coefTemp) .< threshold] .= 0 - global ind1 = ind1 + ind1 = ind1 if intercept if isnothing(mu) mu = 0 @@ -135,24 +167,90 @@ function rlasso(x, y; post = true, intercept = true, model = true, intercept_value = nothing end + if intercept beta = vcat(intercept_value, coefTemp) + main_tbl = hcat(vcat(["Intercept"], n_cl), beta) else beta = coefTemp + main_tbl = hcat(n_cl, beta) end + s1 = sqrt(var(e1)) est = Dict("coefficients" => beta, "beta" => coefTemp, "intercept" => intercept_value, "index" => ind1, "residuals" => e1, "sigma" => s1, "loadings" => Ups1, "iter" => mm, "lambda0" => lambda0, "lambda" => lambda, "options" => Dict("post" => post, "intercept" => intercept, "ind_scale" => ind, "mu" => mu, "meanx" => meanx), "model" => model) - if model + if model x = x .+ meanx est["model"] = x else est["model"] = nothing end + est["covariates"] = p est["tss"] = sum((y .- mean(y)) .^ 2) est["rss"] = sum(est["residuals"] .^ 2) est["dev"] = y .- mean(y) + est["main_tbl"] = main_tbl return est end + +function Base.r_summary(rlasso_obj::Dict; all = false) + select_cl = [] + + for i in eachindex(rlasso_obj["coefficients"]) + if rlasso_obj["coefficients"][i] != 0 + push!(select_cl, i) + end + end + if rlasso_obj["intercept"] != 0 + intercept = 1 + else + intercept = 0 + end + + if all + tbl = rlasso_obj["main_tbl"] + else + tbl = rlasso_obj["main_tbl"][select_cl, :] + end + head_msg = " + Post-Lasso Estimation: $(rlasso_obj["options"]["post"]) + Total number of variables: $(rlasso_obj["covariates"]) + Number of selected variables: $(sum(rlasso_obj["index"])) + --- + " + # Selected variables: ((tbl[select_cl, 1])') + + + print(head_msg) + + print(" \n") + + @ptconf tf = tf_simple alignment = :l + + @pt :header = ["Variable", "Estimate"] tbl + + + n = size(rlasso_obj["model"], 1) + r_squared = 1 - rlasso_obj["rss"] / rlasso_obj["tss"] + r_squared_adj = 1 - (1 - r_squared) * ((n - intercept) / (n - sum(rlasso_obj["index"]) - intercept)) + foot_msg = " + ---- + Multiple R-squared: $r_squared + Adjusted R-squared: $r_squared_adj + " + print(foot_msg) + # print(rlasso_obj.head_msg) + # print(rlasso_obj.foot_msg) +end + +function r_predict(rlasso; xnew = rlasso["model"]) + n, p = size(xnew) + if rlasso["intercept"] != 0 + y_hat = hcat(ones(n), xnew) * rlasso["coefficients"] + else + y_hat = xnew * rlasso["coefficients"] + end + return y_hat +end \ No newline at end of file diff --git a/src/rlassologit.jl b/src/rlassologit.jl index 63adad2..861b669 100644 --- a/src/rlassologit.jl +++ b/src/rlassologit.jl @@ -132,7 +132,6 @@ function rlassologit(x, y; model::Bool = true, c::Float64 = 1.1, post::Bool = tr Post-Lasso estimation: $post Intercept: $intercept Control: $threshold - Total number of variables: $p Number of selected variables: $(length(select_columns) - intercept) ------ diff --git a/src/rlassotreatment.jl b/src/rlassotreatment.jl index 8e89ff4..d794443 100644 --- a/src/rlassotreatment.jl +++ b/src/rlassotreatment.jl @@ -83,7 +83,7 @@ function rlassoLATE(x, d, y, z; bootstrap = "none", n_rep = 100, always_takers = elseif always_takers == false & never_takers == true g_d_z1 = rlassologit(x_z1, d[indz1], post = post, intercept = intercept, lambda = lambda, c = penalty_c, gamma = penalty_gamma) - yp1 = get_mtrx(x1) * g_d_z1["coefficients"] + yp1 = get_mtrx(x1) * g_d_z1.result["coefficients"] md_z1x = 1 ./ (1 .+ exp.(-1 .* (yp0))) md_z0x = zeros(size(x1, 1)) @@ -93,7 +93,7 @@ function rlassoLATE(x, d, y, z; bootstrap = "none", n_rep = 100, always_takers = md_z1x = ones(size(x, 1)) g_d_z0 = rlassologit(x_z0, d[indz0], post = post, intercept = intercept, lambda = lambda, c = penalty_c, gamma = penalty_gamma) - yp0 = get_mtrx(x1) * g_d_z0["coefficients"] + yp0 = get_mtrx(x1) * g_d_z0.result["coefficients"] md_z0x = 1 ./ (1 .+ exp.(-1 .* (yp0))) elseif always_takers == false & never_takers == false md_z0x = zeros(n) @@ -102,7 +102,7 @@ function rlassoLATE(x, d, y, z; bootstrap = "none", n_rep = 100, always_takers = end b_z_xl = rlassologit(x1, z, post = post, intercept = intercept) - yp_b = get_mtrx(x1) * b_z_xl["coefficients"] + yp_b = get_mtrx(x1) * b_z_xl.result["coefficients"] mz_x = 1 ./ (1 .+ exp.(-1 .* (yp_b))) mz_x = mz_x .* ((mz_x .> 1e-12) .& (mz_x .< (1 - 1e-12))) .+ (1 - 1e-12) .* ( @@ -190,7 +190,7 @@ function rlassoLATET(x, d, y, z; bootstrap::String = "none", n_rep::Int64 = 500, b_z_xl = rlassologit(x, z, post = post, intercept = intercept, c = 1.1, gamma = 0.1, lambda = lambda) if intercept - mz_x = hcat(ones(n), x) * b_z_xl["coefficients"] + mz_x = hcat(ones(n), x) * b_z_xl.result["coefficients"] elseif !intercept mz_x = x * b_z_xl["coefficients"] end @@ -236,4 +236,4 @@ function rlassoATET(x, d, y, bootstrap::String = "none", n_rep::Int64 = 500) res = rlassoLATET(x, d, y, z, bootstrap = bootstrap, n_rep = n_rep) res["type"] = "ATET" return res -end +end \ No newline at end of file From 18b6cafb09578cb1f3cb7f5a05c5f055d89675e6 Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Thu, 13 Oct 2022 15:39:05 -0500 Subject: [PATCH 19/28] # --- src/rlasso.jl | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/rlasso.jl b/src/rlasso.jl index b63e29f..010aee4 100644 --- a/src/rlasso.jl +++ b/src/rlasso.jl @@ -195,7 +195,7 @@ function rlasso(x, y; post = true, intercept = true, model = true, return est end -function Base.r_summary(rlasso_obj::Dict; all = false) +function r_summary(rlasso_obj::Dict; all = false) select_cl = [] for i in eachindex(rlasso_obj["coefficients"]) From fab4c4926bfbfe6f7cc0958d880efb1468cc8e15 Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Thu, 13 Oct 2022 15:56:40 -0500 Subject: [PATCH 20/28] # --- src/HDMjl.jl | 2 +- 1 file changed, 1 insertion(+), 1 deletion(-) diff --git a/src/HDMjl.jl b/src/HDMjl.jl index c900905..20baae2 100644 --- a/src/HDMjl.jl +++ b/src/HDMjl.jl @@ -1,6 +1,6 @@ module HDMjl -export lambdaCalculation, init_values, as_logical, LassoShooting_fit, rlasso, rlassoEffect, rlassoEffects, rlassoIVselectX, rlassoIVselectZ, rlassoIV, rlassologit, rlassologitEffect, rlassologitEffects, rlassoATE, rlassoATET, rlassoLATE, rlassoLATET, tsls, r_summary +export lambdaCalculation, init_values, as_logical, LassoShooting_fit, rlasso, rlassoEffect, rlassoEffects, rlassoIVselectX, rlassoIVselectZ, rlassoIV, rlassologit, rlassologitEffect, rlassologitEffects, rlassoATE, rlassoATET, rlassoLATE, rlassoLATET, tsls, r_summary, r_print, r_confint using Statistics, GLM, DataFrames, LinearAlgebra, GLMNet, Random, PrettyTables, Distributions From fe73b1bc98b05279199979cb1fcda8357ed09922 Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Thu, 13 Oct 2022 18:51:20 -0500 Subject: [PATCH 21/28] # --- data/3_2.csv | 101 +++++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 101 insertions(+) create mode 100644 data/3_2.csv diff --git a/data/3_2.csv b/data/3_2.csv new file mode 100644 index 0000000..bf8119b --- /dev/null +++ b/data/3_2.csv @@ -0,0 +1,101 @@ +"X1","X2","X3","X4","X5","X6","X7","X8","X9","X10","X11","X12","X13","X14","X15","X16","X17","X18","X19","X20","X21","X22","X23","X24","X25","X26","X27","X28","X29","X30","X31","X32","X33","X34","X35","X36","X37","X38","X39","X40","X41","X42","X43","X44","X45","X46","X47","X48","X49","X50","X51","X52","X53","X54","X55","X56","X57","X58","X59","X60","X61","X62","X63","X64","X65","X66","X67","X68","X69","X70","X71","X72","X73","X74","X75","X76","X77","X78","X79","X80","X81","X82","X83","X84","X85","X86","X87","X88","X89","X90","X91","X92","X93","X94","X95","X96","X97","X98","X99","X100","X101" +-2.97217987959779,0.585528817843856,0.223925407521288,-1.43614570622707,0.522282168524833,0.627965113126225,-1.42032385849081,-1.63662909731958,2.30362700541773,-0.81749211459327,-0.784860978170766,1.67751179128875,1.1480913566555,-0.267881707867739,-1.65989369148494,-0.76455739416731,-0.174622555835959,0.747993014653646,-0.0294836190264545,1.18721018660245,0.546815744950514,-0.607841111552146,0.721530935135869,-0.329079735747822,0.0638690756625162,-0.182648619229022,-0.911968480177307,0.71753201262682,1.05076285413564,0.891131450390672,-1.19637101782143,0.509892115828519,-0.283307585697964,-0.110967511118393,-0.19957611455672,-0.481980038324698,-0.225349607984928,-0.326479076667299,-1.68828506276463,-0.315386401062297,0.307557142594247,-1.04269095209994,-1.23464077818174,0.491869046270027,0.740952301363098,-0.869485309507819,0.460454427731783,-1.56784045012939,-0.310367664897247,-1.43893782283125,1.57953188132834,-0.692472244437349,0.370463509249492,0.914024824528069,0.0410908872517459,1.00668956111887,-0.768919166937225,0.465706508182934,-0.728222994753344,0.512526499805074,0.0607456655782415,-0.34878037906766,-0.203266952685036,0.436849636877896,1.31914262366126,-1.80066707777508,-0.390538350045177,-0.281479315654215,1.01934151468024,-0.332736060372101,0.447868359780785,-0.679037424830507,0.874548922192083,-0.535171631215864,0.436683931689081,-0.668725386058251,-2.1029585849613,-0.707985103464189,0.136701942234598,0.647663564856929,-0.470826035157421,-1.48699094728763,-0.573705573369747,1.80820387044892,-0.501174004670469,-1.03753786747402,1.84258723282751,-0.794993401245828,-0.185943639425495,-0.178890775724746,0.15644200444567,-0.819630088633666,-0.269725865640632,-0.907936164520129,-1.26945212971058,-1.07121011751476,0.889623587024841,-0.51657554935721,-0.689533417920352,-0.936083928203376,1.31031750668122 +-4.84816341558601,0.709466017509524,-1.15622333024077,-0.629259647262801,0.00979375993233719,0.00214395093177762,-2.46693864686098,0.211562593231861,2.0208958968894,-0.2492658716843,-2.56005244041801,0.079474054662459,0.455013729328529,0.937288013068247,-0.276360236475334,0.979195951073251,-0.67061665808359,1.30712856942213,1.30841030134337,-0.356714023222837,0.491321166594977,1.0762231379778,1.04727700234223,-0.229793206664284,0.0801508291490922,-1.39196798306064,0.603775477417215,-0.0143053790194125,-0.071797326892746,0.912321506411722,0.198801684382543,-0.715364266890828,-1.73637502938424,0.203138987353078,0.701395415800021,1.6689436802761,-0.526519894390191,0.135361094827482,-1.07561956103573,-0.211146332242175,1.2673491230208,-0.183948398620008,0.633130492619491,-0.0504194688988673,0.708371650753813,-0.0542841301891777,-2.28893567730552,0.741019676985165,-1.33815707179188,0.506149067551933,0.0491383850092352,1.12469559755599,-0.27415975061259,-0.320240181850276,-0.738665298043672,0.232844396191699,0.300586698963684,-0.00807094823424954,1.79047858780606,-2.7850113236239,0.217192091602775,-1.02570070279424,-1.2597767317503,2.24049749144714,0.0767978066245892,-0.221772247772457,-1.08516871521281,-0.537870923393961,0.0181906153086761,-0.215601058572008,0.655006806588485,-0.572389358492665,-0.957268623934412,0.116879530509089,-0.615154328523638,1.01236105691287,0.817315174570052,1.60499168299097,0.453304583193762,0.272886758958569,0.506374243862745,-2.20515186343618,0.504027801619176,0.575665024915957,1.54231064078502,0.911021336827859,2.72289635550301,-0.446942201836772,0.912389596876795,0.109145875747758,2.0540081549834,1.37584259390591,1.10213819178776,2.06683580194948,-0.878839768651906,-0.948664007337669,0.0275548473932917,-0.236181140114336,0.740376927510443,1.73720833612443,-1.66726333859843 +1.485281477018,-0.109303314681054,0.422418527786999,0.24352176562534,-0.440526196202908,0.284377722710805,0.484715835481135,-0.464831728442492,-0.0578785187398237,0.462998647868042,0.0728007835118976,-0.856427496616939,2.02194638426709,0.03402357854294,-0.828433721841923,1.17383261804459,0.50742575021907,-0.587829568811341,1.97790329440036,1.21223846954799,0.0548609746446381,-0.576425790799455,0.631697908896751,0.00767687340737969,-0.0368877121332972,0.708247812020126,0.213847006364027,-0.146501708236456,0.116736620846667,-0.0713136864643141,-0.214207434152971,-0.405521535746077,0.678135065443223,-0.675713850763581,0.847724421727824,0.0199129999468257,-0.642458993923555,0.959615329486244,-0.396138666830595,0.401943359890474,1.44240665885503,0.179266746160588,1.0203876060071,1.24220505549163,-1.90204040835318,-0.502304456120839,1.20100439074879,-1.19835842364255,-0.713629314013792,-1.2748504186627,0.844610365664978,0.174535138700626,0.122986065012289,-0.44057792703695,0.414906130543697,1.56310495660373,0.0450964981912487,1.80012569852589,0.434164446126223,0.806713755709789,0.294356350934885,-0.907426272151428,1.27920116597755,-0.724544367542286,1.04699240991523,0.333437594183192,1.13455288519972,0.475799926127821,0.437950525514897,0.586790378132542,0.77980727262387,0.823248595866038,0.813341527737813,1.10728825525139,-1.2128312316483,0.188846706098936,0.990103880745134,1.76196363816474,0.0581252029634864,-1.56748906041266,1.27793309490211,1.40595517240119,-1.92640731578683,0.442768256944902,0.337601992760367,0.388737104642674,0.0380014269156247,-0.0963053154572122,-0.695868189553392,0.857167533436157,0.786572277622507,-0.298861551017416,0.852629133905595,0.0425318247779539,-0.651420737461797,-1.01849078772359,0.505194236768773,1.11599720735447,-0.739365042016312,0.594534157803384,-0.640937116733902 +-2.35387268579064,-0.453497173462763,-1.32475525584893,1.05836223334598,1.1994895345014,-1.00177908621909,-0.937972310764238,-0.662357211956171,0.442093375564448,0.667326385055964,0.750243576066411,-0.778777287144353,-0.6952703709813,0.243158863777442,-0.686070901928494,1.3746664154182,1.24743430271033,-1.13357907426432,-2.31286660100226,-0.693952721340296,0.959684792526404,1.09862636353976,-0.462835608915607,-0.258654597457317,0.137060055240212,0.188965823579383,-1.38067446076287,-0.0629529721484306,0.977866508220299,1.13969595021845,0.115480873617802,-0.0125211871068177,1.06200524096139,1.07412014724943,0.228855520255045,-0.228148322842777,1.71672604840683,1.34319700473393,0.00690483100035026,0.0609651728767202,0.602350914134511,-0.668646764994632,-0.330641667536097,-0.0116490961979576,-1.07621467761098,0.22550386783888,-0.54228252426252,-1.52130267707774,0.742712566513947,0.63996292479515,1.19023413679989,-1.96780671462939,0.805110304327602,0.367367835229761,-0.0804609833488594,-0.664747628486965,1.62533230985005,0.668469043158795,-0.446065640930725,0.160418583854378,-1.10899985771028,0.774606656625981,-0.254098240310662,-0.857613980468654,-1.18647452747898,-0.627597536723464,0.0359880716133684,0.970512436232945,0.104313199342964,0.64274767977216,1.20332981928323,0.305888080893066,-1.92862874175998,0.818074943982878,1.29823071845735,-1.87159696797284,-0.508916223111015,0.419697887537165,0.978125229212905,2.04670408612927,-0.681065802634537,-2.33772651217076,-1.07560094485797,-1.12194843349065,-0.474740695517459,1.11518363510249,0.514870831843357,0.00538526220037306,-0.614129101323096,-0.610898552727954,-0.434177634977447,0.20547019258547,-0.254217383656549,-0.947521308603575,-0.45417958465994,-1.19172447950897,-2.21804970151021,0.299637568250693,0.417824999963391,-1.74917512574629,-1.4485296895707 +6.89991243257185,0.605887455840394,0.141084312860285,0.831348817915028,-0.117468489316423,-0.61722192863403,3.33073330557046,-0.132953597145603,-1.30333114011791,0.488169885316856,-0.128248880882147,-0.38093608425708,1.60396534062607,1.14368852438981,-0.271607769493159,1.2027383496724,-1.24827554221187,-0.781604567007212,0.12994803764241,1.35606159063857,0.175586269605124,1.4073416884128,-0.498643040977859,0.656339682105887,1.60949041518306,-0.217366875576962,-0.799479243675173,-0.352497342547369,-1.03154201114503,-0.511801669682349,1.48095284220874,1.10088103759019,0.149966903516413,0.967350283459664,-0.167842645244595,0.241290901702441,1.32345424710561,0.81429596669689,0.129844941718834,-0.0861313902215415,0.491125246767049,-1.00438650086313,0.375147272934477,-1.50609463853413,0.107065870717942,0.974146757739731,0.748305509000837,1.51130670718073,0.595532451029669,0.456436396695628,2.42466529552348,-1.64427171677385,-0.254948364306737,-0.563389867233535,-1.84773109700339,0.145282799947693,0.367008754216407,1.05255663537927,1.47154229857092,-0.846353497176375,-1.2334170771741,-0.949897924446895,1.48382055047628,-1.56746856704054,1.09470042865005,0.105336188668347,1.78352353455946,-0.044853672367307,-1.57068570195677,0.830662653126573,-0.695162087546184,-0.527773556653956,0.131993144178875,-0.56052929963095,-0.23275837758691,-0.930110870985553,0.265453439374786,-1.0302986062896,-0.00676013045644982,0.36179265894294,0.0617459576269801,0.631479897743355,-2.16711556593393,0.25462715255416,0.2238289238786,0.683567143956444,0.816575406616448,0.344899700028454,-0.38744794751571,1.20799853374801,0.0425279425712504,1.0029925228575,-0.706937698297511,0.238794181065845,0.880877337985984,-2.46752594171017,-0.124812400455376,-0.163559986050811,-0.00496489931703978,0.0412251647253693,-0.398791494763752 +-11.5621538144222,-1.81795596770373,-0.536047998490946,0.105211815952333,0.0382097873805771,0.828194239462874,-0.162945463318991,-1.32170170951125,-0.0352204282538767,1.0764874344274,-0.487866725172139,-1.89735833972576,1.35170733572983,0.827405931838682,1.24381055686463,0.0269493670172347,-1.934718658188,1.08319834872711,-2.50608663050923,0.905731335785151,1.19085424645337,0.0366561519655857,1.82481738623345,0.0864034955305894,-0.938681250451555,0.0716346264614951,0.517075947972194,-0.0279249014340083,2.19912932531649,-1.03759339846523,-1.77944391176557,0.95737578909118,2.19440990458696,0.770086843039011,-0.630580525781408,0.332706523612355,0.102048617528388,0.531164212133266,1.68463029634185,-0.417133978350597,1.67257758387579,0.136780947200864,0.347017064310013,-0.930928165975301,-0.785116991614143,-0.970138330506105,0.674028536563452,-1.72917358097204,-0.85377727190746,-0.761173713851307,-0.113934123900219,-0.109784747031928,1.43772204625551,0.785812517607802,-0.81705314256505,-1.2861372867107,-1.67223816322582,-0.134215619579523,0.0548437673076307,1.79438734240033,1.86121958654976,-1.2430700749045,-0.620288957190579,-0.256795001574905,1.19033570882612,1.7753919059255,-2.31575092800246,1.41568400084367,1.34736142946049,-0.493881883690737,-0.024230406478437,0.000212466128399189,-0.125490065351904,-0.918420112689689,0.334556394594998,0.267683622284392,-0.920045735649185,0.179473671926619,0.959281058080337,-2.05576375555752,1.82370928655012,-1.93433283910982,-1.30830413155598,1.18154958498279,0.806597462311526,0.639410568538208,1.33440965896595,1.1473320788801,-1.37013364617277,-0.593821599224103,-0.777553117281521,-1.25782590658222,1.77875150747523,1.24658336889931,0.709404238514682,1.03518909686553,-0.835481682426842,0.374520243116145,-0.616279010490042,1.12590720202107,-0.784392497674116 +-7.0654727013526,0.630098551068391,-0.311606084578147,-1.74171309445735,1.19480563237129,-0.084818645674312,0.220455784800858,0.0766927813432196,0.924254316128533,1.14929578678711,0.90878779144248,-0.0717709116878157,0.439514597571448,0.348058187541831,-0.17202142205891,0.711260302486253,-0.763862515785294,0.459888811386083,-0.671374718053876,-0.941588752255799,-1.42787579329592,1.9239186287906,0.584455563897512,0.814554847894138,-0.0697493657664189,0.134233555794281,0.035974204920652,1.26826053610022,-1.44841132676412,1.2583105729071,-1.32011470463374,-0.550847682392798,1.20134814020108,-0.43017949450194,0.184508168378111,0.704770257981539,-2.04522831163059,0.378268902213278,-0.486078063748377,0.504768500889394,-0.75941254282135,0.833604508728087,-2.20749462143065,-1.08051301846448,0.87414715980822,1.39844592754403,-0.810734378230553,0.43524745887279,0.408193377880819,-1.11758290581966,-0.176487219974156,-0.636719363603684,-0.00811076725271257,-0.939025001651342,1.01060787920843,-0.229985575645206,0.522214817051913,1.79188922388919,-0.329649427148083,1.741988438307,0.693616960289179,0.391552444574322,0.721030246395666,-0.461386705350124,-1.34277595341778,-0.917022554478657,0.937723635731132,-1.01348327158248,1.96791307953847,-1.24923344257656,0.115134577109305,-0.0782511399822608,0.137775552440638,-0.470106973381485,-1.05131783233365,-2.16087996283313,-0.130463066834709,0.967379044998239,1.65340502385105,0.0442839390278298,-0.502486688670616,-0.596012300793732,-0.923373394534633,1.11812533772872,0.432381339692225,-0.53510995052274,0.229674997470107,-0.791726573665893,0.642108724101199,-0.554840271564718,0.554895381991158,-1.35418640470099,-0.112864295233999,-0.465661924585507,-1.76195236067803,0.489621443503647,-1.36646975685006,-0.0297155085929161,2.07462591678955,0.13523679601401,-0.369249451900329 +9.09377058023063,-0.276184105225216,1.55610964260126,0.645246993765226,0.343958352102906,-0.434719916936125,0.876210811679334,-0.384990879381948,-0.360828333045202,-1.62212327687907,-1.85246414834352,-1.03086459149003,1.57162170153059,-0.381202844028649,-2.5464745985204,-0.0914523764692441,1.42708874091173,-0.489862326150678,-0.244750179659405,-0.638584393153946,-2.960838742055,-1.25501875529392,0.159693209259668,0.544850476651681,0.000955443396401516,0.153327892282654,-0.379209112692754,-0.222626585598252,0.455255794615384,-0.0831826946421629,1.78462847567181,-0.461619377624958,1.21928435332364,0.759558016068964,0.602398912842821,0.205891823236517,0.104667169439742,-0.123516159174234,1.22775163675384,-0.290247088005127,-1.34567767675574,-0.951934167784519,1.1879250052268,-1.08441147363112,0.716791827034314,-1.84128836240823,1.57443298919346,0.0569586537750773,0.603300485718376,1.17368774135963,-0.0296788797168224,-0.680279809401172,-0.681014223048936,0.612536151575366,0.114376467295508,1.66995288588388,0.244763556318782,0.250475016621217,2.29382077254613,-0.632751291055709,-0.0711543512695753,-0.736440028226906,-0.113683948945891,0.33314470973411,0.522695299694415,1.59603718410364,-0.674084505471555,-0.75060298308824,-2.67860820080522,1.20426559164857,2.06376249548039,-0.282173606328065,-0.168206374037262,-0.201727095241344,-0.684966255080702,-2.37405680289812,-0.10288576902632,-0.382509131727654,-0.861638951377705,-1.40159576216439,1.1148996175472,-2.26832733041541,0.342453322651371,-0.345732168238203,1.32412704396693,0.43810638369776,-0.430713270750493,2.00625986195132,1.7699917362948,0.345834116425965,1.46391370167556,2.3841137352261,2.0312226488556,0.0788207884137978,-1.84210339700872,-0.107306609908684,-0.418695859886065,1.27150479726502,-1.2496750704189,0.591580364106475,0.649736570834457 +-3.39972843413875,-0.284159743943371,-0.44803329129447,0.0971042246760799,-0.329072974464988,-1.20483528910071,-2.14896295191532,0.947306444502156,0.467172680816427,1.12628292799943,-0.310147905861033,0.670695476490605,-1.74125323682522,1.36128143680364,1.64062749976048,-0.116861627901896,-0.263336917809388,0.0755061779097776,-0.816734827458565,0.483487551708313,-0.337466603562243,-1.19706410656688,-0.535832490608937,1.26776767371202,-0.659232594178714,-0.919176945068463,-0.574956860509058,1.73593914517608,1.09474251337291,-0.0339284713763022,-0.667800691390652,0.451086495900639,-2.34212671239246,1.22063242406496,0.830860839447227,1.57425528758187,0.541278531978641,2.23138674353808,-1.85451711219045,0.378711008020729,-0.586566478534488,1.23037122363484,0.191529643754991,-0.808746605821688,0.270923270555039,0.969707448101696,-0.380864681709329,-0.109748049670098,-0.082339064520754,0.530515435973385,0.264435287117841,0.362165675002313,0.346386656468408,-1.74082744436049,0.968699957161438,1.15838296591045,0.326211045128015,0.494212074688581,-1.06353886185941,-1.71872706424816,0.578309584113068,1.0709571715366,-1.31077598749684,-1.30116404053692,0.450581228180693,0.377969851617566,-1.18860713863665,-0.442403331489591,-0.621583537534256,-0.0641542083498392,0.150698710831975,0.767119908221421,1.09604447007792,-0.920213230595997,-1.07865653330395,-2.08299356669122,-0.416165762494071,0.0578986517207097,0.604364401091531,-0.333494506552266,-0.941651405273505,1.19813262756549,0.612492214679715,0.497741399142121,-1.18510294349737,0.304445255434602,-0.60137173390895,-0.531101179385635,-1.55498251176823,-0.449263728738023,0.985941284617028,0.535340653259648,-0.3425697654884,1.36299859733587,0.234502076617735,0.574902431947161,1.56509934840366,1.14263250632333,0.119619875115681,0.635163863058292,1.26758106831479 +-3.19444972721217,-0.919322002474128,0.321123537493968,-0.0767336945381774,1.670857916859,-1.02068687992011,-0.233751352763909,0.0216862719447878,-0.201236860589418,0.590427528747386,-0.31386492393298,-0.361287754939292,-1.48401480103155,-0.885541754975946,0.97023676068447,-1.12578893420124,0.586125356437918,1.92221888075885,0.491471631190049,0.758747936935796,1.95476530843016,-1.49464423164416,0.491414184704998,-0.650150061398748,-1.61214520211075,-0.429302279648397,0.740926095977368,-0.345996669884663,-0.615906316150589,1.73417231689702,-0.874720995669088,-1.20021629561451,-0.28217968710066,0.467097890270179,0.647186296763495,0.812103497522831,-0.525286545234473,0.285162236653599,2.42876569439046,0.220417183212802,0.721352705167093,0.566149744039523,0.675146584850571,-0.806129696260841,0.50718237063333,0.903263638616679,-1.73270705586724,0.809812295477768,-0.244552301478904,-0.865025914225102,-0.665964112092978,0.954589197472569,-1.56131122507161,0.0868236362679784,-1.00434974168677,0.480174307990342,-0.102639427843941,0.0535082175204439,0.365792414057248,-0.575679714314035,0.910418241672629,0.0734100002710054,-0.24064906839223,1.07601654936055,0.404491254353353,-0.738073985602036,1.39641470597917,2.3553561200039,1.16769935073588,2.20371033439727,-0.652229841524123,0.749399175675714,-0.574187956123367,0.595542270908115,0.334789079975389,-0.142784767825985,0.318707173551554,0.518697634571622,2.68387517289519,-0.197571875208586,-0.421931795602355,-0.650624179180171,-0.398725637399286,-0.406333398925395,0.00145369583077877,0.000113329505456612,-1.70105052869584,0.618625802307987,1.39030046172486,0.289349635746242,1.18923801708649,-0.769072784741063,-0.34108527163174,0.439857587727158,-0.448546216810364,-0.581385105105256,-1.25437593963511,1.24429661229699,0.495423859296758,-0.746553047491194,1.41359532196439 +-0.53330771989664,-0.116247806352002,-1.23017224688019,0.991950677701748,-0.918058202818816,-0.971229202960724,-1.99849284588448,-0.458294007771828,-0.00534734318180988,-0.740584969069891,0.0235512251366552,-0.27930635616867,-0.555232551612177,0.388984013950165,0.0203074667109345,1.13987143510928,1.02132214090712,0.127680156266799,-0.112294397550244,0.426489352834208,0.837603199028148,0.712897815726032,-1.66444187021867,1.12938859584775,-0.247776282542158,1.54554313061038,-1.12817088637683,-0.376884305170433,-0.188314525868149,-0.835384702689252,0.273902158030841,0.358842455110506,0.351956055351531,-0.780227464790045,1.60375456074282,2.23138547340748,0.188035475492025,-1.05178693849739,0.264023323350431,-0.246356219757089,-0.171686631216998,-0.343402111994137,0.980003673162705,-0.238921820061348,-0.601706357773627,0.783460514026914,-1.22156490737638,1.62256656477071,-0.137796427119816,2.69676403328553,-1.10927517833072,-0.0200405714442099,1.72940381735752,-0.391122084909473,-0.031904972056093,-0.0600983650305741,0.171354940005773,1.30903912179486,0.324240856279881,0.724931112959899,0.980455226595997,0.964760568461872,-1.33442620284133,0.504600984153016,0.0978189930911725,-1.401842243484,-1.19971341887724,-0.498901284677316,-1.86006020894529,-0.135558576984205,-0.213948869293051,-0.541642330340751,0.525765099646792,-1.44552738779243,0.68452428895786,0.56943262526466,1.66311930020046,1.46582783721425,-1.09221899357877,-0.867342760887694,-0.788141909984323,-1.26855961597108,-1.07369341807313,0.27688983013248,1.00260394981705,-1.23883612085956,1.70334747577772,1.25262566481797,-0.794395341798941,0.513664085433321,0.0339737392325661,1.34813193300076,-0.809692905758098,0.215363585796506,-0.127033318485438,-0.199418857281681,0.901434821659525,0.0557149639198505,0.655457610187142,-0.632954493348987,0.897597391010776 +-2.18685214136843,1.81731204370422,-1.32405869215415,-0.859250761249102,-0.0878073286373145,-0.160913362176837,-1.23478039956797,0.228862144696937,-0.533003287024944,0.252453917840292,1.18345966271718,-0.645890406995311,-1.35860493078214,0.411905090024538,-2.6513977459491,-0.459491237689712,1.74773162170613,1.1239222147777,0.226429332166581,0.361050796373508,-0.65728298291829,-0.548898564429376,-1.10935264097396,-1.11177815300133,-0.259480044894114,0.874231632695673,-0.775467093206067,1.42782343559376,0.594557759575452,0.260585308855435,1.09381865256075,-1.07608406318558,0.0627383488162791,2.16546930020775,-0.90000865336232,-0.260655886448225,-0.915701843879364,-0.673130939663503,1.88827949277404,-0.360389281663723,0.428451445383418,-0.431638339374506,1.34357908266281,-0.547088502939696,-0.146537001977351,-0.795415658741961,0.0711157829649489,-0.371111731432223,0.64391851214554,0.656176107029823,0.921959862615665,0.357441787137855,-0.953565962015124,-0.954135591768205,-0.183490557688168,-0.533657908636441,1.54141146557638,-1.3792327258365,-1.07373500248352,-0.520944139125902,-0.0343154225497546,0.261434704269643,2.09280187139739,-0.291598513467086,0.73489560935837,-2.80810423688477,-0.141258615325857,1.17336561473436,-0.20170652063373,-0.556868274282155,-0.176726800224698,-1.40333220724263,-0.908338075275208,2.61788266647152,-0.667022391220354,0.234935960991068,1.99034604206699,-1.01910966474565,-0.331838430427457,0.445408041491138,1.76280323798389,1.76414372777848,-0.0829644236717374,-0.802476542125759,-0.201187236006707,2.22539153885668,0.66059918846712,-0.269241920278602,-0.604865982111717,-0.436606311234587,-0.142890185024103,0.783645921170022,1.35047843381056,-0.432735904367215,1.14948830378903,-0.302460268683171,1.43819239210234,2.19526545832201,0.617151903826347,-0.288296593554364,-0.318118653617439 +6.14146250774576,0.370627864257954,1.2612422743883,-0.281579688324405,1.32029371983474,1.20468703481302,0.846303717678606,-1.39640762849177,-0.515415141225213,-0.336997738910697,-0.552833248007118,-0.515729092880925,-0.0826571244573201,0.709913471286387,1.11781171220216,-0.920665190845484,1.02140376593611,1.22665880827998,-0.59350335806727,0.505106569574291,0.973591186208813,0.0244372531036974,-0.12981543763322,-0.852194906755242,0.904138670788281,0.109296141825621,0.00907467644181048,-1.44818153403938,0.144910258203801,-0.708143095266895,-0.135888833958389,-0.163271206411449,-0.679357127499508,-0.488755147502211,0.330382954931574,1.67525233284709,-1.1482837217695,1.71014035133822,0.763180843894164,0.141117666550332,1.05138229659486,-0.225829324926135,-0.59896932287576,0.575819594216368,-0.0724738548832245,0.0608217437873123,0.901880954792115,-1.16580252972494,0.108110133585768,-0.294775599934472,-1.19638568764479,-0.858863753198742,-0.58582681059465,-0.135119818530365,0.966059147979976,1.02700004391739,-0.577548278725168,-1.49939166121946,-1.35563210371126,-1.00865907059603,2.75808452972356,-0.209380897693851,0.817687089591593,1.097435263997,0.86306305425533,-0.505852830612682,-0.951780073909005,-0.0148792624449296,-0.555052973019541,-0.665141796466728,0.0900815662180267,-1.77645471497375,-0.322874329015204,0.260213895835896,-0.551566470609331,0.900904329972375,-0.777011419156776,0.33651647573699,1.52145134498642,-0.59539437607203,-0.605691177332539,0.45600294995482,-0.317400108911462,-0.421627988601471,1.27210754872086,0.0657407867495061,0.0769678768462191,0.390417511986735,0.60657279511035,-0.238029631503738,-0.570055389833778,-1.04479338344851,1.37572115753346,-0.145050572425616,-1.90523924903441,-0.732671170502225,-1.15047128049309,0.333223097028528,0.136262027899671,0.732991667515603,0.948385669249439 +19.7935895007575,0.520216457554957,1.31923171964234,2.06624727069071,1.73078613049822,0.066746216660166,-0.0464948181417541,0.924294202129918,-0.0849109092710763,0.948039602551708,0.597040287683117,-1.37455613286123,-0.358236118952675,-1.31529380575551,-0.819083406430258,-0.30393077907685,0.0665360131509387,1.03137734736776,0.0417069667874414,0.662956915631954,0.512335555627882,-0.430050681991786,-0.492138872403614,-0.695015043045522,-0.954055098393845,1.03952815166067,-1.23454459126446,-1.6481426418834,-0.866716504321091,0.531855028484553,0.896825808742495,0.935962687608674,-0.794479416846245,-0.0462076504352718,-0.428890550453378,-1.73342145721381,0.165171310926837,-2.33351019871869,0.899666821412516,1.88221390384908,-1.23620291404394,-0.509659291252805,0.217261960897458,-0.631969115265273,0.600810938545414,-0.610079428222001,1.10857925858641,-0.887790187989545,1.35836704306364,-1.18609624670084,0.878904767608169,0.131458431283057,1.02994776118695,0.030717844155641,0.851578747263168,0.430041516753694,0.640897723354411,-1.21447999991968,0.60373026727693,-0.400339558931743,0.0298362211399541,1.28761759330963,-0.666950851483428,0.111008102131929,-0.800015810122002,0.169356993022426,-1.21893066560305,0.907479633592886,-1.53549540801567,1.69802527096035,-0.700860328524317,-1.42886630121275,0.700342733841245,0.456034384801065,-1.45837274877949,-0.0501446626955606,-0.0832546040150391,0.926241220576293,1.2629852882908,-0.448400720694925,-0.145022077562394,0.414176923480681,0.69735069905898,-1.46221012259286,1.14460546088755,0.380356972443229,-1.36203915982512,1.43352313689612,1.25295906391161,0.0301241678614357,-0.812488954177325,1.0159011628643,1.18062030672322,-1.49349400179693,0.172048906847383,-0.864389999878002,-0.664533631422011,-1.60122236188056,1.8259342675659,0.392876410287531,-0.69598041408958 +-6.2651957307579,-0.750531994502331,-0.0807537613680344,-0.611552977816697,2.16259607787676,-0.882457683653546,0.403642765259537,0.0662160410537507,0.435933340041161,-0.660350380044291,0.680969382940017,1.01037782844654,-1.2891182571127,-1.53693355890862,1.70455001713339,0.267685253178417,-0.309739573142118,0.0679363453343429,-0.994080566476418,-1.20638372661331,1.87465068061779,-0.895087588134821,-0.590397516856788,-0.865996966090827,-0.2450551429354,-0.899618953368638,-0.303029515506396,1.04754519691266,0.900142795348714,-0.848506117562595,-0.625781694926703,-0.606126764803104,-0.108565784400487,1.34795315780422,1.00151371336168,-1.05077206479564,1.32574803341633,0.137139552257242,0.85314032032951,1.61891522490881,-0.495467656862977,-0.508687912739858,1.26925924895058,-1.1785062758309,2.21193622466875,-1.44643394106224,2.60502059216585,-0.0265700480580466,0.137128100408647,0.305715064963009,0.391291982995432,-1.27549405095015,0.644905121955409,1.35080292800447,1.61861069095472,-0.394432279870194,-1.14589439304895,0.744885252799496,-0.18641853192428,-0.166240028786627,-0.71446145356894,0.814649343097567,-1.79483484972235,-0.112114501128495,1.19442431652231,-0.0664614232242939,2.05554461283984,-0.861599665114497,0.715125526813145,-0.954313242747037,-0.964450671033379,-0.80371572666072,-0.406172836112961,-1.05173082025388,0.365517661814555,-1.00451179835526,1.69401495800295,-1.50020773985454,0.303614315971362,0.104425721569661,0.395062529482427,-0.35612550344086,1.41499332399772,-0.88009301731978,0.806044685918444,0.588789981830003,0.183545106536899,0.139341647617387,-0.0256571165685067,0.364437939429836,0.514597466564066,0.115525194729653,1.51515569449259,-0.174477300698332,-2.08595947268431,-0.280747152034366,-0.00181665846591017,-0.829896339706329,1.96322610857332,-0.466910515153536,0.258428677046978 +4.07690672336455,0.816899839520583,-0.505089806271492,0.315612824664819,-0.315732479332576,-0.0199197379804012,0.767454660414003,0.802890842219566,0.997954243977856,0.683053766550444,0.0119610482170529,0.45370645645891,0.966683187814076,-0.646002558777445,0.849855831494626,-1.2569610031532,-2.13237583442794,-0.996959949480875,-1.22346015733335,-0.0192839858629592,0.902623150727421,1.27723799726719,-0.573209451248185,0.831441252537753,-0.246843313805936,-0.188491785588968,-0.317780493342574,-0.970048254275177,1.52556339263204,-0.273002938915773,1.78281181807593,-0.313638984426882,-0.575566953759726,0.350048413721588,-0.690520721288093,0.825736223851588,-0.218176042178536,-1.29950078956986,-0.185935795513968,2.13605078045296,-1.07535657121094,0.770458541567806,-1.23299122553657,0.23969689766078,-0.970361002019326,-0.433289085400817,-0.334229280390563,1.35246473950481,1.334465833473,0.36822481628623,0.413780914800708,-1.2486555056671,-0.745547303729939,0.683602684741088,-0.743786063056949,-0.35696439307123,-0.0621450372043775,1.35834547845848,0.194511549217388,2.11629411772095,-0.209345363045885,0.0915239978730069,-0.492444978228061,-0.244587037682151,0.0395070309543744,-1.11120585204281,-1.80113440228139,-0.528368831828555,-0.0171256941387693,0.391413572118304,0.357456810138012,-0.888050992316468,-0.402931728877196,1.61281716982868,-0.00193164485568829,-0.0385982068762342,0.3856649557591,-0.37900308837975,-1.13726756426052,-1.93649515536104,1.46156307360214,-0.42781062379911,-0.0412948136153137,1.28319067957578,-0.447493213013366,-0.727983513438974,-0.249143048521968,-1.28305520720115,0.581291681384217,-0.0210041823435551,-0.707412048530053,0.663084979426809,0.53784405251455,0.346123189845084,0.610174326806284,1.75896516362357,-1.66326370536558,0.53530232155677,-0.488305330987489,0.195056427373277,-1.9197903880795 +-0.980519076228019,-0.886357521243213,-0.0521535933303235,0.660293378144825,-0.575096104236685,0.328016480023828,0.867101501944608,-0.0605252612568427,-1.1631892606627,0.0783915682032824,-0.206807563344132,0.274880330444909,-0.420455899805465,-0.96864298750643,0.543337062872608,1.5529932885864,-0.322380915167478,-1.16787104078363,1.36473595600702,-0.43483755194595,-0.245282086510309,-0.0876978322515305,1.512635914679,-1.13411110951539,0.461919268840523,0.696998047108157,-1.62222403508975,-0.462495641577451,-0.688500312065715,0.89572444152406,-0.44628954106314,-0.216433883976193,0.141863246180845,0.728632068026429,0.399934137443095,-1.12578782762518,0.0781175904240948,1.70411696044334,0.218419551822243,-1.11655348793902,-1.74948372687469,-1.19003481717937,-0.547725666541514,0.70384676672078,1.18556481688778,1.35438939341915,-0.583708126476099,0.316861202512091,0.156538285465713,0.325062349464857,0.7800273985548,-0.345378775220791,-1.80306964257186,0.923046989589152,-0.729611365618478,-0.123706445051164,-0.654848486929328,-1.00582114779895,1.04761940106659,0.996570451638943,0.0523192624726189,-1.07203394407236,1.48624805988833,0.0696335261931667,1.33499398429162,-0.915068662017246,-1.98077041090196,-0.258403659139689,-0.435643822103084,-1.78681522993289,-0.215202424230786,0.571489835450746,-0.745894381133108,0.101067307233837,0.957208601472528,-1.22860010559011,0.0862244740641184,1.06599256590992,1.60279982890858,1.17822305767896,-0.0553225879310864,-1.10223418942385,0.488470583730261,-0.362853833085286,0.0462250224546409,0.199501202366626,-0.0705547608895375,-0.615554853754123,-0.860696225964261,-0.0814008468720423,1.54618541831624,-0.774516869709333,-1.05556047279382,0.0722377543314841,-0.481495817129467,1.71119238284356,-1.90938393609955,0.768420035240943,0.662052808976802,-0.705580763798486,-0.0991959257397863 +-7.11178462736141,-0.331577589942552,0.628860625108436,-1.72220240714511,-1.40635643559789,-0.930628616693406,-1.25458114899502,0.0893286191422329,1.68089383773506,0.533368090655584,0.738849047055834,-1.27179122480489,0.778214744704721,-1.04569476582391,0.0560354533851741,3.28902221110227,0.505349791218643,-0.603100131245345,-0.53470020971453,1.03413374999746,-1.0299776783218,-2.45556219289223,-0.504601888538242,0.567419197266663,-0.744230444352698,-1.12182729171271,-1.1374601188002,0.172039205089604,0.00406758252187566,0.254854557803259,0.56506835640516,-0.52540006878061,0.704728261931323,-0.61807406165889,-0.423049108276728,0.173057554083032,-1.10273794485277,-0.518959281364228,1.23320117213895,-2.58846830585277,-1.02197397081717,-0.957731560270025,-0.0136640691972185,0.290431658648052,0.118315354831661,-1.56318983628307,1.36969331205006,0.117438085749356,0.555962368291323,1.22825502795429,1.07460158278104,0.135290996408702,-0.263720891545997,1.16252304388856,-2.95948469579427,0.689434777040366,0.207911459976752,1.1898596805041,-0.426073926782946,-0.195906723170628,0.773510002659496,-0.51144664752366,-0.495546661818956,1.32347303284367,-0.936821259422338,0.157014995634822,-1.77916799949471,0.0962347572722876,-1.60512381955633,1.50696491209289,-0.0944918968579423,1.25066601842155,0.677590923576687,-2.65248646474512,-1.60638296471913,-0.0582144756664026,0.425344355938643,0.782794158052464,-0.511806807969284,0.787993259597447,-1.84719184894503,-0.859768900173739,-0.723487493119475,0.575026707955604,-0.763449554355781,0.0411019690175791,-0.615050702781686,1.88271354246886,-0.223027482477722,-0.829018656277588,2.76493354278749,-1.04347045576579,0.790067796466741,-0.786209661104542,-0.309921213583781,-0.530731624124283,0.0225539996412941,-1.67063120306743,1.53014034239638,-0.759387586840877,0.158583029562762 +5.09831251214495,1.12071265166956,2.18000239748484,-2.13462604834862,2.2678598535587,-1.13141496810912,-0.157797989663033,0.40131137647635,1.2171205130423,0.87558663265039,-0.0257216376960103,0.973595241918216,0.577272970940539,-0.132058867317196,1.58404961323105,1.4306875730458,-1.02755740587754,0.728380227622869,0.567579457623272,0.185520623831921,0.166650164199757,0.896467301277569,1.64338057290397,-0.469468491823083,-0.50316866840698,1.49419398656821,-0.243380628049777,-1.72860714476836,0.981170134876251,1.05801013087003,-1.34383498629717,1.13930393463457,-1.68964427202971,1.09824807391632,-0.526061993895207,-0.313062957232373,1.58395575880616,-0.917484202925306,0.351043034466299,-0.561387490763475,-0.411858984872813,-1.36599990045999,-1.36805871239572,-0.122794708579102,-0.652115112351026,-1.49495074062861,0.675587360072401,-0.604154440122231,0.592110325963919,0.555350930554371,-0.495868812004645,-0.768250869097864,0.903145470098881,1.30635759446907,0.420886137521797,0.839069445983488,0.618304288582527,-0.627539871925723,-1.16672579391861,1.01534022520018,0.794840547948345,0.256777174427634,2.17034854840365,1.07595365493036,-0.73434827181908,-0.664147559934549,0.209717967002397,-1.02663563733285,0.596373119040018,2.04887915231546,-0.253973345749493,2.20542396226719,-0.426106895403256,-0.214816401734293,0.772407164508924,-0.248932467476926,1.62945120070855,-2.08590578716635,-0.435577327561002,0.389099776773181,-0.0285019420886071,0.104596466562642,-1.32539200794303,-1.52330149255665,-0.424151629873123,0.198806844473069,-0.707782368906973,-0.531913729634865,-0.0627700398438435,0.781140111613266,-0.156000386621656,-1.19141722402589,1.58221658988556,0.0125360878265536,-0.53099886051845,0.39227593248689,-1.10667179372795,-1.51488404510072,-1.56738924101713,0.146928771537127,0.0740595634535896 +2.02985805590919,0.298723699267293,-0.0690173065192163,0.0689455981370002,-0.770853928970678,1.0862303889986,-0.512316779697817,-0.888560604004252,-0.0274388268504688,0.138510650187177,-1.79672769000597,1.28078712369707,-0.396721690855446,0.138724708909393,-1.4386345459615,1.40293328467139,1.16087863995159,-0.616519167875096,1.7349226354558,-0.974735612637433,0.807312822277692,0.755326368705535,0.969512934963035,0.275324307767121,0.850671276732819,-0.463913322827306,1.54449147580984,-0.0816414262638184,0.597888355983528,-0.0878634500344422,-1.01195265220205,-0.661885030888089,0.610526955879975,-0.446278448548348,0.971376192828045,-0.0769858753929809,-0.486160267720359,1.55815028786074,-0.989830062430209,-1.42138981586395,-0.0740947906158756,-2.77515782589579,1.68880515313423,0.726775736348268,1.0518547103383,-0.137868795147691,-1.13848801818189,2.07241635834731,-0.779065077458352,0.688868790437796,-0.434869069440223,0.273046280444806,1.0886028643772,-0.712961883941764,0.885471740076363,-2.28604824614248,-0.994068512281493,-0.856331837601684,-0.853568252931617,0.537846555965881,-1.31597676252844,-0.42694528366212,1.54176011092487,0.95368844909155,-0.821791969665965,0.51478041469411,-0.084516736124105,0.662827038789876,-0.508242251948581,-0.69692017441023,1.62605077419634,-0.079550823086507,-0.350811275803404,2.49049517075787,0.816279166213976,-0.628907224093637,0.210951897318696,0.809709518171581,-0.441587367255947,-0.0971370472390685,-0.749942689439217,-0.335593032494699,1.54185101201004,0.99520436399581,0.683014310584544,0.620257195604512,0.525696775556012,-1.38039981108157,-0.598305643137267,-0.800305410404885,-1.54569242564309,-0.1543038812319,0.609384408727064,-0.141645073255746,-0.373144491826797,-0.360165043761438,0.0184418853963707,-0.957845672890014,0.0977832810953766,0.561902417118868,-1.2725183814431 +14.7140191555626,0.779621924555324,1.5448636020376,0.867821742581099,0.380315696994393,0.514242102223054,0.41302086839955,1.44916942543378,-0.291545604297294,0.940187967870956,-1.81561079116872,-0.0258765473419908,-1.55747040157249,-1.60980434526883,-0.639718612528588,0.020715065638683,0.678678000535035,-0.262408915622796,-0.956901203204413,1.81410840962851,1.95330127020184,0.269681729309377,0.943952740205004,0.0322129445655805,-1.6193600265553,0.590367514808984,0.306066259231554,-0.849849683570918,-0.63382094315049,-0.618395917682794,-0.138476920189261,1.3794303990613,-0.376738654360035,-0.162168101292345,0.153901358700884,-0.162432055864598,1.25125422236277,-0.601647082562133,0.0848896811888582,0.486066631662224,0.218146212992252,-2.19682636463027,-0.862774861931191,-0.410781427130582,-0.740098805244436,-0.138705643429147,-0.97752382120594,-0.0595390470916465,0.534081858772918,-0.501841787126396,-1.30466557519606,-1.7757444742236,-0.861382774478393,1.66277723949173,0.722968547665175,0.293591453278285,-2.00665999598583,0.523089254477012,-1.97080889496938,0.242010150662236,-0.299247116323493,-0.349189988659082,0.178122754790225,0.0658893404360271,0.111640867299325,-1.36464664732151,-0.799586983419462,-0.771901586342907,-1.9540923677552,-0.876590461869845,-1.60763343008291,0.369779419853754,0.100696899622549,-0.799579194373931,-0.918332489466411,1.59873248160155,0.580972651709857,1.42938535260475,0.550187869240404,0.329428421496304,-0.774727335289942,0.248759309012873,-0.207006805614477,-1.35349445216109,-0.327471659166405,-0.161577771598949,-0.0528743511832612,-0.969561927857371,0.590751464588965,0.156496069795183,0.34544293212414,-2.37999697513604,-0.738980642341524,-0.13927009398896,1.53504687609209,-0.196667687218461,-0.119450490019777,-0.114074085965343,0.123560085341901,0.210999046261407,-0.825481241088508 +3.23067025705743,1.45578508247686,1.32145201716263,-2.29004417945875,0.605136772754965,0.293168380759209,0.564256260947448,0.205510471859438,0.972627821273574,-0.663677074308801,-0.25774536802801,-1.7359637799923,-0.548407913677815,0.972991445547876,0.0867654667091841,1.22208988460687,-0.574900472450726,-1.26620171987025,0.536674763738936,-1.23774479497207,0.635005355330477,1.16017178240129,-0.467184967910022,0.758938467022134,0.151788149557843,0.597002078281723,0.320433104552515,1.5362757914873,-0.379427027761042,0.374546974025935,1.37301257847713,-0.780738067180268,-0.218404641401962,0.644012038902095,-0.903282882669507,-0.650604294748854,0.372095688815168,-0.879469560386352,-0.802835953202619,-0.016944236798248,-1.21471788543881,0.44616024836766,0.10496540032216,1.54943972923829,0.266982865065029,1.57196563030131,-1.86194064199052,-1.59826403095486,1.60611813903869,-0.0884357732974429,-2.28060891701926,0.0154430318059756,-0.406042019121054,-0.695555530820577,-0.664307027770064,0.847689883121019,1.04561204884642,-0.543490497003625,-0.588023742395636,0.49352317437724,1.26963145023077,-0.895852319508746,-0.156488792880772,0.237838762753071,-0.11825799379616,1.56073741040452,-0.497234254609695,-0.914920718078472,-0.369665831679757,-2.32003249461199,-0.32931572792381,1.05396897645545,0.094506192968588,-0.92797104172944,-0.212574141146783,-0.145118349688904,1.17618946926625,1.29580933598444,-0.223363199702367,1.03758335422065,-0.497652190404011,-1.40037323906843,-1.28226705718654,0.385878396754513,0.486714815526892,2.52951334660782,-1.97660841496661,-0.74426306092539,-1.7149806031938,-0.425029242901201,0.237633749920966,-0.404550778174606,-0.0645021062655489,-0.255817294550752,0.648610489307934,-0.205657263359157,1.45328661454748,-0.845321586699669,0.585812248046538,0.00892518956224097,-1.06501916717292 +-1.93582854555413,-0.644328429231302,0.322151575362802,-0.15019028820832,1.01967413681758,-0.562654830461337,0.726065952100765,-0.0561199676644025,-0.23970672930526,-0.842412232642696,-0.0607272386919699,-0.945175883718,0.217260182352515,1.04888304215775,0.466811178990879,-0.577103633365481,0.0448941847444126,-0.902752301845523,0.725042624185564,-0.965472808875755,0.0318480421712833,0.230170318589479,-2.04974836448467,0.279070463578489,-0.221021283759817,2.06822058548301,-0.723347451964526,0.715084286827625,-1.40773306995483,0.176355873377521,-0.101229696267992,-0.0123286550918683,0.596867147696596,-2.11172283232482,-0.0446167431432784,-0.503577336765753,-0.680127551751189,0.0109877800851639,0.193654121795118,-0.433818489095867,-0.231859881382705,-0.94573673614992,1.16471867459579,-0.397133849857545,0.00728813009377727,-0.200703346775051,0.0537366693298844,-2.03735583737134,-1.08311932990998,-2.478283816922,-1.64532698379504,0.902370861518264,-0.181848318818148,1.56594327191011,-0.280677041205249,0.620665287863335,-1.0889027974059,-0.157168074194571,1.38698245268798,0.612088911959095,-0.65932340090591,0.250568255924611,0.507312054416037,-0.685003121242023,1.096086607343,-1.0005046379888,-1.63126115268234,-2.06815040197497,-0.0792629364791412,0.231655159944317,-0.546877241199328,0.643910734537969,0.422143204627325,0.302650356262397,-1.34212076839615,1.0818731001319,-0.494577011573031,-0.325723468413774,1.57072572549115,0.2293560133886,0.444739852746237,0.243070804100404,0.178233422870847,-0.387190231998558,-0.457134141734585,0.214959898156158,-0.0289082153777363,-0.245515110503266,-0.0733626436620492,1.29202834392017,0.10739564458408,-0.207857769163019,-0.732385241799738,0.310561413974574,0.542149217173472,-1.21162676117294,0.894612429201706,1.35137443959897,0.648580436890697,0.444032308086566,0.579972110036056 +-1.07829293709488,-1.55313740522969,1.53095511973516,-0.268781792791041,0.474943044148217,0.207142723762983,-0.41510221515824,-0.639859455343138,-0.901717675681056,2.3643620566372,0.991873728143753,-0.461119638727372,0.913234969506863,-0.115849420987912,0.41725282377052,0.825420145543567,0.329923093593966,0.146091490554162,0.0611383686094142,-0.831859966522379,-0.376810296951107,2.22542067326755,1.73747937162744,-0.242493779303844,0.52917823817669,-1.68935735987575,0.87314561405514,-1.08389685062094,1.72262313800224,-2.07071857222431,1.27060175432264,-1.07846675898945,0.149051063103709,-0.445228165224612,0.0789878426889465,-0.407692811059348,-0.00563791890345103,0.493872342206147,0.22339503194174,-0.0960182644699129,0.734384268466192,0.442891098113317,0.771845858475219,-0.289540039536652,-0.322076587749399,-0.781562147440394,-0.779990915541649,0.15047935698038,-0.799132495488861,-0.86414979095969,1.08729514060002,1.03244997653811,0.0463540436785793,0.545845026647247,1.12958151737513,0.91487063566867,-1.9237159188932,0.408864401474494,0.98647113064477,0.989014498975715,-0.496509900000016,-0.286919472739497,-2.36415755711631,-0.182657269322564,-1.58774757629176,1.45869693785892,-0.539011994208216,-0.338600405155508,-0.907900001932058,-0.0205850383052656,0.758360750515667,-0.586914650240273,2.17694772859363,-1.15291826279828,0.0875469218367389,-0.634458150199138,-0.145177710053686,2.05143879846823,1.37377036955907,0.0717483931845172,0.040651587240755,2.26010756163414,-0.138540177092295,1.81600099120266,0.474445084945853,-2.23703493045188,1.1277980519537,0.752513907902488,-0.823752157486666,-0.665534387562284,0.0934581137594863,-1.32680947342775,1.70488804450557,0.19722147792487,-0.76409688518842,1.32194634745342,0.896200659895738,-0.850237003950756,0.266572015532622,-0.0441691586954559,0.0444658164463852 +-1.51580161828182,-1.59770951669631,-0.421239693338574,1.79133204114731,-2.18594644011259,1.2280774574073,0.0416153001654098,0.71778099875746,-0.63117432512262,-0.0328630945809129,-0.968440976527722,0.559566137270165,1.5522148463537,0.910867637557604,0.607894752103972,0.382837248481534,-0.316728567602013,1.3384243600138,0.00446255689178777,2.76099971244157,-0.0216536748780434,-0.866470565869161,0.28033918487374,0.0406032025983284,-2.40091229362287,0.744169874233573,0.424416779575045,0.297392921592254,0.706814647625521,2.10119920799676,-2.04048913888286,1.62099210897969,-1.52716984747244,-0.822585447402744,-0.221824916123363,-1.45728333729039,1.77820316304361,0.17419863092201,0.200229105394067,0.439085140888988,-0.411542234553757,1.82733220436897,-0.750776712508746,0.290075165620452,0.0955261056126931,-1.51396212581758,2.1302664281814,0.372065990663875,-1.3401950718929,0.2263837910561,0.0392421647855456,-0.88041085822477,-1.39785982648634,1.16834804463134,-1.58163234898924,-0.102241473183986,-0.559574138702578,0.147176344028999,-0.513604314624203,-0.135774019695292,0.213124912926267,1.26746982221852,-1.54480469334088,-0.816553003325601,0.794153199022137,0.0755105907381823,0.543849745690898,1.34907928932539,-1.78774245891032,-1.80686360025974,-0.0941591504783935,0.150071123185922,0.632874911002532,-0.867565837916303,1.48284415771302,0.215573252260943,0.77050126803247,0.581858133852171,0.885087143467326,-0.967413703159606,-0.079323504274643,0.379835429271464,1.25083015770931,1.0402677897033,-0.0645563138538572,1.42834493100451,0.781106380764694,1.39145223676207,-0.35655775604694,1.25227818119775,-0.992672008205996,-0.275628124061224,0.398002812015051,-1.18718183606909,1.49663599407663,-0.227058719076059,-1.57907538939477,-0.343440873758961,-1.37696374826088,0.921339803762613,-0.0753325430143501 +5.76815090587156,1.80509751881082,-1.15882102281814,0.67226804169809,0.933192166975154,-0.430012569304131,0.224292050515328,-0.0645002911054802,-1.6259750852343,0.650429870053779,0.380720578668797,0.207371697786834,1.26813065319604,2.06183133700557,0.28020989415716,-1.21166257971452,0.551509487774879,0.666873430916567,0.488527825024903,0.263478173689708,0.118189709328244,0.747952334850916,1.34751518753312,-0.641448576666786,0.709130574717,-0.241762856033551,1.25173667153228,0.61910021175287,-1.28304547474126,0.823036195752053,0.670141691049779,-0.268205523772239,-1.06618271164564,-1.23925222239716,-0.362461935763903,0.477207140363062,0.975888742324914,0.569878870537402,-0.385583849349843,0.649110294748763,-0.0187557145149346,1.01422541538369,-0.600626985408532,-0.21752900571038,0.873493961598694,0.272259654425301,-1.42375550823454,0.332668798331289,-0.277167025723512,0.602286477993641,-1.52261828765427,-0.67342716685224,-0.126043482987673,0.326558787593644,0.0651267166353612,0.038202634086951,0.838619902458889,0.520688022905392,-0.539221807062743,1.49614777821226,1.55006601612686,-0.853420752680771,1.71386657404625,-1.28387656968109,1.02504151035605,2.64155683329124,0.981453674798567,0.739157863277556,-0.0336011959649561,-1.03532160149332,-0.863259104546156,-0.469721962174242,-1.2839716212171,0.462371102724764,-1.14971074739583,0.407197989988903,0.702198841153574,-0.895383012832278,-0.163289804860022,0.842882295734715,-2.01286417782221,2.99650215877522,-1.06133236408484,-0.0217233819825468,0.709575200525638,-1.03223523948011,0.740693151462079,0.057579509697974,-0.540748050039177,2.28002401483049,-0.934726480753768,-1.1040263508837,2.03693910666691,-1.44957763363404,-1.68292454690525,1.54787144721369,1.12161946840601,-0.363153056107901,0.519295511566303,1.20201947248178,-1.11924182521997 +-12.8420608297975,-0.481647363694637,-1.84536828942147,-0.209301136296734,0.475435421232725,1.33190835172714,0.786409140414589,0.13242959590706,-2.14949594492572,-0.698380862188483,0.213509740708371,0.400516269744986,0.760401524537182,0.776568452786236,-1.17626757068755,1.11629650843708,-0.540184809904946,-0.634380589970193,0.567560766788254,-0.639062304229786,0.337506558530138,-0.320562030631306,0.500537883995336,-0.960519926700459,0.413429437302669,-0.171535140594553,1.06448397722778,-1.16033654677369,0.0824746937830665,-0.466235890389742,-0.0308976536168781,-2.06454848964861,0.535808887797185,-0.0489671060095254,-0.487803443907489,-0.0729373868834082,-0.178228022666492,-0.798214785081896,0.82064298563335,-0.00584178692789696,1.28604188769051,0.0415909460763897,-0.400022944335427,0.361967491802503,2.19354939774795,0.372541043573437,-1.37365705627585,-1.16550912423713,0.38636561912277,0.694516500089306,1.43419376832394,1.00172886034406,-0.82364007125559,-0.792405044338764,0.028516503166224,1.00807428335845,1.20937297317082,-2.23571444599814,0.608087525403723,1.05313858900942,-0.148759609817538,-0.615025027094417,0.684578322043269,1.24221493483109,1.39468304199683,0.426425793572722,0.305165513648084,0.100476316084815,-0.413147227612214,1.93505849302867,0.671670329858343,-1.02955335814622,-1.7306263280438,0.626828686954359,0.217181912921203,0.0158647939954835,2.52697396184073,-0.876520971028211,-1.40683465325835,1.12150612977661,-0.57065246282667,1.45815682358895,-0.55166992902696,-1.20417217907575,0.205423430903566,-2.71043597996894,0.251694444441315,-0.0273782496905325,-2.17787499292564,0.108394668765456,-0.578534413161645,-0.0222142306336109,-0.572651354966699,-0.0291371734115123,0.782295537141927,-0.211595627748157,-0.71351881150872,0.505393278599042,0.490789045142213,-0.102968332428862,-0.511419015396543 +9.2855023431167,0.620379801298422,1.15732528705715,0.0121825061243721,0.390281600028403,-0.7632671560725,-0.423362837233043,0.0347150845540897,2.11262792349993,-0.437500611944236,-0.968506531936367,-0.0514096698764048,0.659180420191723,-0.186582022727193,-1.29423356811136,-0.818011975318963,0.128417652074905,1.20876062324752,-0.0691017860751925,-0.129426375602313,1.79569825412537,-0.830560575606642,0.669602852515611,0.871654759463876,0.20874854491843,0.281546977289208,0.894792492090079,0.860901264620597,1.16643078129834,0.37612835340632,0.166804689323578,1.92431425358019,1.56298358988597,-0.0370043690290329,0.410025532101694,-0.54463016789454,0.141942314971162,1.54940019847784,-0.0339428351701423,-0.713902950752607,-0.212947246094682,-1.43626305638799,0.114026866072567,-0.440435159765109,0.594175003905653,-0.384627570912764,0.400824094639191,-2.95296610037848,-1.25500445899682,-3.09008320098499,0.339396149978281,1.40539440154935,-0.0832831053471473,0.677931874145022,-0.379876740100001,0.93812388910942,1.48000429658367,-0.540640982741805,1.42263130619614,-0.35071439527757,1.51757373413286,0.895046865888372,-0.393458732127088,0.0832378085270426,0.208368390079846,-1.05841306799317,-0.213122736914558,1.23884672865412,-0.352113909474323,-0.500481081539488,-1.71937421154481,-1.46746096231876,2.39438660633982,0.344875624405767,-0.073017754366146,1.44131759017139,1.4924622062096,0.235439387624478,0.12232868417573,0.795317353663189,0.483029161040434,0.32649299849876,1.37862306631523,0.583634748245362,0.302416448538836,0.154595270767164,1.88633638774034,0.682574259316026,-1.15014741651093,0.0932052682854713,-1.03598803025401,1.89826402153209,0.579442442779539,-0.921950052259434,1.70305235181175,-1.78339386399695,1.42507251946581,-0.0681548195819148,-0.825854626438436,-0.478599516642679,-0.405392831869587 +0.674593751219002,0.612123492650849,-2.12354988101476,1.53411686438439,-0.727328150843188,1.23231883156069,-0.367533956550453,0.28165263482086,0.269080433253502,-0.719087417049352,1.4948730987816,0.824944695687561,0.653989652414126,-0.50989851527311,-0.3187407058278,-0.444864848082868,1.77590486159275,0.932657017483215,-0.0628337353307094,-0.163620412882294,1.08358238155257,0.244342456597531,-0.415730377359972,-0.740468478172525,0.622615094964549,0.604896825745382,-0.780804980506557,-1.61685572533955,-0.495559599722048,0.74653900087654,0.663030432185572,1.64547147411687,0.355861023685839,0.156218295857273,0.389019378476921,-0.176407774976444,-0.688901164604377,-1.83250789456366,-1.74897099642322,-0.108164656212317,-1.12957389229652,-2.44915038204242,-1.21502646059073,-1.32980509218986,2.34245867048061,1.20677491272467,0.0576581999972901,-1.23790827663235,-0.454334518827175,2.01644363926456,0.179097069795914,0.181455741717722,-2.1334667080843,-0.418581969717753,0.0712276817770648,0.130321643586124,-1.12141682797635,-0.827932970196056,-0.200323751912242,-0.261258911267999,-0.576848761084448,0.725277684949415,0.484129421173041,1.25071757814364,1.46928401968824,2.07178096485854,0.620091669972737,-0.670032622954129,0.184036269198795,-0.857214379811184,-2.61615928723954,-0.122682690084622,0.135133858369698,0.765794913291033,0.0447354178117306,-0.285643835816874,0.428207884054614,-0.187002060604448,-1.1608254645197,-1.55537454571579,-0.407362753676554,-1.2241739043796,-0.0751728148655399,2.10320929480018,-0.620903896846406,-1.73260669709563,0.700815544500277,0.197527169380453,0.471559830950969,-0.436475903239053,-1.18355045956904,1.07550282559938,0.564863011876801,1.56488445340942,0.010654659600966,1.27534622351826,-0.442300291417566,-0.453646694937098,-0.0285105084189479,0.509533218212261,-0.431703859531513 +-4.44057391285292,-0.162310976918126,-1.19603151811083,0.0772918164071403,0.986555948076592,0.609058662925924,-1.76702030593096,0.919278254827668,-0.519472155609454,-0.274989184175191,-0.336219846162264,-1.67806750352761,1.55597631479714,0.714076821371947,0.845857571154179,0.844661289767558,-0.871930154717011,0.66503821425484,0.695446456420932,-0.3051041200607,-1.30335457132661,-1.16486296972236,-0.885232254644362,-0.302527821302559,-0.243076632483999,-0.185356662364755,0.212347522984554,-0.705697453923191,-0.571426244212522,1.67939077918516,-1.27026010302828,0.468945355200936,-0.563145496157112,-1.39040996103981,1.11240203128284,-1.42630942032128,-1.27283065556121,-1.07477313859557,-1.81586789235035,-0.228254556283984,0.098835113265691,0.843353930269794,0.0694796452606776,-0.380211417928357,0.0608621203894603,-0.0762586424617481,-0.0249027586602546,0.694261811732418,0.313648672868832,-0.833140447495782,-0.999991148243741,0.618484750120812,0.857728332003447,-0.13454679828454,0.909477051772282,-0.83108685787486,0.0438017921809623,-0.210125045598986,0.978347649400301,0.850434649275542,0.891229902972613,1.28713255700656,1.98553453456128,-0.00937061888016056,0.597489710940038,1.00557961384699,-0.945698337605722,0.354363920434591,-0.520208719579982,-0.474873251076274,1.59685041585562,0.141156088231889,0.110615619211226,0.323442721499313,0.434360917461243,2.01643032166813,-0.290182385659642,-0.8431678291315,0.763386222775736,-0.352908106912891,-1.6278482031803,0.182444283549948,-0.262141980925255,-0.26774020830103,0.536097367838095,-1.61228603903059,0.592344169756845,1.82030208549973,1.17834491970324,-2.17673801249648,0.18977867819535,0.888633544413327,-0.0242636962758568,0.971887081921976,-0.517647973705821,0.00600964212878295,1.70129765263685,-0.995423165063419,-0.178724914596684,1.31396109193723,0.0703880778495618 +14.3765555499678,0.81187317855386,1.64219199076734,0.078437532748926,1.42398359867007,-0.822540083874516,-0.183537875876655,-1.0427231529259,-0.0157344441089815,0.896917771379762,-1.70062792063981,-0.923279416267376,0.416610866848198,-1.03526304053903,0.0590417004348367,0.951259179137202,-0.745125239678063,-0.182851517926676,-1.66800973564516,-0.321383804418999,-0.731234944944751,-0.0262460567952989,-0.326935904355231,-1.2076696773111,-0.765326297189236,0.603677369207786,0.477375233725461,1.52619128869469,-1.16082512170248,-0.0305534788206206,0.467488592012456,0.128249049841224,0.989176405554894,0.285541141216213,-1.66417656595448,1.02750275662628,-0.582511784312502,0.71807010131866,0.771879621885802,0.0239190335576107,0.704540744411311,0.483508838594462,-1.92829432218219,-0.0829645005650441,-2.2668315850268,-0.634389509452858,0.243842780579336,-0.926467284648505,-0.65362391806381,-1.84626886111734,0.352865118885843,-0.18212812911918,1.63991240220499,0.797480224141001,-0.59744805611329,-0.279943953655873,0.0281129895837337,-2.20693268396007,0.469954816050008,2.51106406190703,-0.0444795491956204,0.682576210075176,0.523065934553331,-0.940776266411646,1.0196487023812,-0.935386457677096,0.773634386063575,-1.13347660981305,1.32122937699432,0.98496602620137,-0.219711928883345,-1.72375507890113,-1.17136147354119,-0.966591475545475,1.90991658324501,1.15439277837696,-0.405397099008179,0.144442403210838,0.381387956019464,-0.569398782599364,2.9105733426147,0.413013404540941,0.0801711511967516,0.434675469780141,-0.962722944603421,0.11625494924354,0.675034397642905,-0.0286927856789351,-0.36582730949679,0.124663454020092,-0.307330701089978,-0.276688491644247,0.3879686789403,1.12593523872018,-0.0422002893937417,-0.107123094325541,-0.944654347684676,0.170885427385784,0.496600346898163,0.689564310078587,0.00659746818402049 +9.77708684245734,2.19683354634753,0.883654833162014,-0.779261070429696,0.484730511200338,-0.0476483564726301,0.834871997278262,-0.2136226802054,-0.151252919119899,-0.639743485915617,-1.46767765821002,-0.657448334637347,0.0280533938348574,1.89484901774885,0.280053128944515,-0.862401297076409,1.15617780283421,-0.591407276699408,0.809997113078534,-0.85765688201553,-0.675309478436804,-1.29471883836515,0.642038634585716,-1.01986021220989,0.167958868004068,2.36685948868451,0.423691797913307,-0.0724514583945329,-1.14255991574027,-0.179229141536431,-2.25243172192792,-1.03055370943979,-0.165553758902961,0.0659995266330106,0.322132273880374,0.565321281827027,1.24678308659046,-0.0661427184666729,-0.0773853890697156,0.189343049842231,2.20278818499757,-1.02168588296414,0.219767441536539,0.520471312914004,1.71313870863436,1.73196889457376,0.0391576926330527,0.311143764452417,-0.289448318678491,-0.539430841103164,-0.623597059755494,-1.05864905709362,-0.637201044204728,-1.33379638002778,-0.216138204156042,-0.375615679624794,-1.16185321726609,-0.355060130129927,0.275148640814336,-0.312360004816015,0.221885602313162,-0.715396846660172,1.26051189469773,-1.11055679077977,-2.34254863198159,0.667790433192411,-1.6904853721451,0.306782731649028,-1.98068595556373,-0.272831610391684,0.00175714085082475,-1.29572374225542,0.631661446859238,0.255023962545199,-0.559162605034183,-0.391003478795532,-0.828335402781123,-0.300478008888791,-0.705131626953692,-0.891879645045871,-0.12964819488807,-0.87032391279192,0.566672602310728,-0.142411160337144,-0.790898279127158,0.621609603520572,-0.877136608690027,-0.573844035249546,0.519303769301075,-1.40849512650005,-0.0128563799774853,0.197071649854907,1.26693796088121,-0.739791290020133,-0.418357773566416,-0.402650514172635,-0.884963662989741,-0.786298140670517,1.39426062580599,0.454773229286028,0.874116828103493 +13.7498881356466,2.04919033740619,0.524875891035917,0.16655966873187,0.349236445934426,0.170678010698749,-0.587200511162141,1.77794707687002,0.0882313538136829,-0.0761318177708126,-0.216348650591261,1.65494179674235,-2.36600857272134,0.056793059358744,-0.836591212267774,0.612258116618644,0.124097652582163,-0.806172572172698,0.385430689674264,-0.420970725968033,0.209466003382888,0.190466283417043,-0.642331767887299,-2.10527986711263,0.69707946167818,-1.51372751035493,-1.34760619676064,0.544906164891444,-0.578520938643119,-1.18603790221301,-1.08037269431935,0.380653249594837,-0.0881498600906703,-1.78858151862663,-0.620192860644725,-0.283052618286162,0.411450624878728,1.97098264836112,-0.259328618955817,-0.822493200683813,0.814428004921835,-0.301170767094749,-1.22313687934478,0.608398533581042,-1.47319580941446,0.148981190465187,1.2426516078058,1.05888290132429,-0.546312786495205,-0.0464822896988527,0.630453442307414,0.991034124892925,-1.27302460907235,-1.43418805739598,1.66035437307916,-2.55609191823951,-1.00747158355672,1.67852492453799,-0.28604435217086,-0.196849652842769,0.532672136289222,0.82186506932537,1.597988274938,0.138740366408156,-0.322740370620397,-0.609667084965372,0.368274024302771,0.634706578148325,0.921233507105289,-1.14163919373057,-0.925721320926369,-0.0332780022087589,1.97730838561823,-0.742075027016015,-0.00156722803312094,-0.993921609060022,1.38444991233804,0.895545210676195,0.719428976415545,0.856442744363999,-0.936345391358841,0.508594787724268,-1.24208314707684,0.356968448938335,1.11724654224467,-0.892873910982149,0.46871696335725,-1.10845271358925,0.408894303961344,-1.74470637119494,-1.63682942831565,1.12340973071167,0.495858953345018,0.552449521619265,0.294120312811858,-0.628675592707578,-0.445426674352504,1.88101954291413,0.154543217027343,-0.998764400007717,-0.855053480986489 +4.54038155603132,1.63244563948047,-1.18465906563077,0.265324569774749,0.860124249616191,-1.22507132610198,-0.358932402586232,1.46094086182791,0.778902511919714,0.848679081643909,1.15178498466669,-1.16392914747106,0.546044490687229,-1.70072594342836,0.653533163617214,-0.105020523015209,0.901342900824523,-0.209876754211656,-0.691960211958121,-1.08726362114699,0.883079431335822,0.502807418944925,-0.511399678545815,1.242410097666,0.328495696214666,-1.94523808522934,-0.333746645555072,1.32477033234338,1.04058855003626,-0.76545585308753,-1.0892328121207,0.277584913696618,-2.15603990038003,-3.1884357559596,-0.966710164071095,-1.22396638604749,0.806893887002293,2.00484960344734,0.833947114416354,-1.62968200683676,1.18774564194794,0.0703512960289909,0.67038198948359,0.630786033911889,-0.772768262664697,1.15776635255892,-0.374287215878464,0.200738710252946,-0.606998498878229,1.06984174380563,-1.77075182926308,-0.217439090624913,-1.01764008288408,1.01373991524171,0.170257784571708,-0.734525964199569,0.111078932603585,-1.3887113580053,0.462746237728032,-2.10427706172493,-0.425871494340143,-0.424901245791308,-0.0540912667595834,-0.663258123838904,-1.08584489491074,-0.700238870483744,0.161667515685383,-0.139402707385784,0.241618742041235,-0.224181492239914,1.95165699170996,0.287708568168093,1.71985489300583,0.308804559359464,0.36617001136584,0.742837099269023,0.409045620782359,0.314245519960034,-1.1030399021726,1.06744126761784,1.70819717698617,0.442543913042644,-0.806144647951443,0.240981548228199,0.307061404141527,0.547596287137933,-1.25615278041729,2.79764070254656,0.24357587468725,-0.449700478272107,0.569510550330337,-1.61970708873096,-0.476491280472975,-0.535219818666226,-0.0820941442649874,-1.46117843840043,-0.00540364179720786,0.0702997439537852,0.716829982535946,1.03662341888878,1.68832852857051 +18.919390370371,0.254271192814055,2.6557882721428,0.890780709620268,0.404611144608053,0.387332884207625,2.11412883607947,-0.364550822578012,0.386720137586071,0.617058863068682,0.633480456841026,-0.879142734490512,-0.0870771441310827,-0.0648369010779013,-0.902540961623437,-0.753762263573015,0.0730580356818035,-0.352546825865419,-0.443428572427364,1.13607807264331,0.0490746865992367,0.815673174482617,-0.62776842961771,1.60923356300077,-0.0547396064415493,-0.27831932884102,1.29765187630962,-0.687406479900913,-0.85821664524264,-1.45963928945135,0.088443827205291,0.982330797466439,-1.45185733748999,0.194721485231252,1.28123703621642,-0.131689446337181,-0.361649016866398,2.3979209807028,1.56627941937255,-0.178243464466754,1.38637916288429,0.0706625677171148,-0.254756083883411,2.42444992048639,-0.0186613668058491,-0.746706566701916,1.97158045752059,1.65620410960517,-1.20471457367285,-0.184569734957013,0.750105123166131,0.0532560297730439,-1.65345679149115,0.0708111109808404,0.0179554125560689,0.209000272607492,0.205732976700898,-0.0735568844203995,-0.561976221931992,0.802203961881621,1.37345680641352,1.46719761478761,0.269364175120468,-0.507105798160297,0.00589716790388417,-0.605101666702782,0.788706937920402,-0.386266600944107,1.74280961625506,-0.490084788817677,-0.542805412203105,-0.469257439416197,2.48749110038395,0.295909061243079,0.953280543059923,1.15869446494557,-0.18107123002353,1.13544963526787,1.16207276176942,-0.0232425423187727,0.696345574901235,0.669068559446734,-0.203070743179275,0.0917500666841099,-0.54393072627098,1.95864231657769,-0.365462329297766,-1.31436000564871,1.31233452638116,-0.624273887527171,0.614889650349935,1.77733324742625,0.0420294559237278,2.4116529940838,-1.18257412862843,1.42198693866441,-0.424714706697034,0.353993687775674,2.40897064625581,-0.632105547676305,-0.776032314280881 +-4.08455430577976,0.491188279272559,-1.04791371021831,-0.467888369466512,0.367044921399527,0.490667776973891,0.645411052385317,-0.613160421373983,0.347953467019237,-1.98848492727944,-0.277309664971761,0.224613030886869,0.368892122491792,0.893158726883443,-2.03255201454578,-2.77149280105207,-0.47675236506762,0.111815197740918,1.3851379866227,0.0154285771257972,1.46960499602269,-1.16045763119574,1.38202252269753,0.390033209866182,-0.90351136526584,1.36427542099024,-0.208059459941891,0.590228333884749,1.51953011679363,-0.664066027194926,1.04482026695987,0.504854503745084,-0.785783853639111,0.00956962488119819,0.702201704490599,1.21626398659598,-0.642394071654538,0.195225376369517,0.556323200524515,-0.19510348984903,0.649777933091819,-0.0316143586224739,-0.207665162561157,-1.77820392416981,1.04145594583075,-0.842932882570093,3.1972128917892,0.101155238357388,0.987061084390874,0.377813170514114,-0.580576625212024,1.54862512200073,0.048334617805328,1.26090334748252,-1.89706538707791,-0.422371643624238,-0.341074702591909,-1.84674161523759,-0.490098760891064,0.0250599287304968,0.535303981276777,1.46213336423755,-0.849512093622035,-0.569184533114687,1.80701548061382,-1.41502014205036,0.270847525386481,-0.349005700746337,-0.0488657111744709,1.40538049450626,-1.46259305941455,-0.954712444252518,1.0753499354077,-0.571854066126295,0.740444005332144,0.0169326648979985,-1.04089669944121,1.02583496441167,2.01591947957708,0.403523976173619,0.885992522739406,-0.642684359055188,1.09847414045339,-0.89108975470128,-1.06069772384189,-0.74776511533059,0.755534620033771,-0.144142892799288,0.771931511367011,-1.16767377927324,1.63732377676547,-0.160612784580799,0.254430965036613,-0.74973507611061,-1.72932458916133,-0.112197233713627,0.995750105929817,-0.813597813039937,-1.16291655741878,-1.00578132513057,0.660517599690758 +-1.59919482126092,-0.324086578737118,-1.01112252361904,0.758374556806851,-1.51919904950798,2.23912608412108,-0.3123199556304,0.495906780440604,-1.8995713794429,0.631595272350853,-1.74334781481897,1.42054996200525,-1.44043937936632,-0.23768450540283,1.34289652536155,-0.0986434264177824,0.876341415916475,-0.114083655413961,0.822843884523137,-0.824193638679315,1.27305093152997,0.438592411762408,0.901359161117073,-1.4505867915012,0.553154734452345,-0.462407092292754,0.731345855385245,-0.934530352090253,0.494777984985416,-0.284670380268534,-1.10573398412324,-0.895045428321495,0.837985038441182,-0.239225308542459,-0.0340340643122705,-0.364073100892699,-0.942164979089605,-0.931155417683148,-0.219169020043778,2.07799430014464,1.50741274472212,-0.259223049805361,0.296492871165691,-1.06497841274841,2.24744034050122,0.19163069786139,0.720346408295224,-1.19329990940139,-1.84086555578621,1.4589536424688,2.14728262700403,-0.121060524380253,-1.24178889719393,-0.575792741921097,-1.23878110825378,-0.350190420696526,0.202684492703762,0.164763650110467,0.263461343187097,0.534740974102722,-0.498626864855144,1.53418999003989,0.794498015189454,-1.28815003991114,0.358577402531608,-1.43568882846844,-0.809163014063721,1.8631403227706,-1.2708158330657,0.727422473211042,1.39167176712721,0.287697027665101,0.927378111383612,1.33131375100905,0.64128979084459,-1.26728482062679,-0.062852948384914,1.33109680642648,-1.90320369112103,-1.35549147620476,2.49167756147758,-1.05602625413695,-0.558317219019335,-1.44324628885537,-0.657986744852354,0.673066779473872,-1.58283859697632,1.86367752058708,1.0872092886655,1.02801134717708,0.741120864572677,-0.739597657100414,-0.621085819787893,0.223378763187498,0.500559723794821,-0.578850814134272,0.936390713889789,-0.988018979156038,0.110476880417779,0.94959748726573,-1.03739085516522 +-7.25782429700447,-1.66205024385863,0.668921652514333,-0.641736357769941,1.54980333197868,0.892212308962462,1.18544828285913,0.24563858632494,-0.057682415987926,-1.94414536380121,-1.0185528402395,0.500920689211464,0.948342218434107,-0.88378036018178,-0.0996047055005739,-0.862521183734214,-0.10098603579442,0.101224305408025,0.593420078233661,0.876678067764039,-1.18129548488433,-0.475260266405942,-0.0358525010238236,-0.810521618269909,0.758989874736025,-1.18813923309695,0.00288316051521121,-0.365955798276269,-0.454517716118897,0.415210015632873,-0.835428300051867,0.631300208839173,-0.964901925577719,0.487081818664258,0.133943241275143,-0.121148897682084,-0.71779586783423,1.73952897557557,-0.157547978054457,-1.66835105553325,-0.163194642976469,-1.10377335509724,0.378691460912883,-1.06138214908703,0.182440724604031,1.62115820146931,2.03695698604127,-2.44229453193696,0.398565514877694,1.56075677486573,0.805988967472199,1.7452653075466,1.03821892279717,-1.11118140096114,-1.34099976290833,0.164547464663989,0.519289433666939,-0.879823493423969,-0.0753586360528317,1.15341203961756,-1.13489622142063,-0.146072128834175,0.0836461858570048,-0.0606167531129637,-0.0388553745669245,2.33804430674769,-0.859317008411515,-1.14811032055771,0.257099876954029,-1.44308443679587,1.70836547434577,-2.24370660753013,0.421022171039183,0.513865844243178,-0.0684180719081809,-0.206020452147126,0.657317026356987,-1.5002195446925,0.235099425654291,-0.764843132699479,-0.582528690793369,-0.0329387352689234,0.799488654868163,-1.39769217688934,0.103420232516307,0.0216038308953428,0.876614509402208,2.04967402358695,2.16755862848383,-1.50668124653928,-0.526702757763108,1.39321468307924,-0.479664839174074,0.133958568165457,-0.530148616397704,-0.118545628718971,0.472644050955679,-1.49333364068831,-0.385182450583502,0.632368767875503,0.105307811997074 +12.9468522264201,1.76773385087297,0.129177293676193,0.627671823247429,0.499881065667666,0.798932583732949,0.553798963944274,-0.127904809832185,-0.471304986461131,0.477375023878853,-0.309481258121737,0.284829601969807,-1.62246893619965,-0.268114313447309,-1.3205457822542,0.0119144198361718,-1.92078429381668,0.207849090695812,-0.421320112079562,-0.356272676323136,-1.20204642560979,0.0401675945935811,-1.01111881519878,1.56044024117847,-0.608703887345086,0.526617542687284,-0.992413214106951,-1.57364488189538,-0.935643661125759,-1.04274751588912,0.474259782415276,-0.128871182560885,1.49876142977068,0.401293221750492,-0.652162430818883,0.0132350611594545,0.571388588929983,0.604359631257158,-0.534699284833029,-0.100102760180231,0.237004431655834,-2.1366926705876,0.0561505288000354,0.0452046672402127,0.0536076636233771,0.00377066159080977,1.1011536407189,0.0796577742776528,-0.182193049807282,-2.35239963171813,0.560203071843255,-0.441153508294398,0.516275084571515,0.594889331717077,-0.893320930502456,0.545270874817223,1.51898150567193,0.680785349063238,0.329004917693268,-0.700370633688726,0.588877899907308,-0.461010238855966,-0.448362384551855,-0.599325792544469,0.209777490100973,1.55654774293115,-1.63691667243234,-0.862974876194845,-2.33691106683102,-1.91772520655106,0.730528711473518,-1.57241144361686,1.16416815957186,-1.1010449127958,-0.405604946730952,0.218243395483048,-0.22241874787273,-0.207082200166412,0.446814981038976,-0.696728583546341,-0.491520468563317,0.200937006339658,-0.210454068213782,2.43103039461841,1.07799416046304,-0.213389004508461,-0.904799435048233,0.223172108524409,0.0958395803086063,0.309492981795166,0.960516576886276,-0.169514886176844,0.619992389155753,0.127640217842107,1.26988581759683,0.426367939808596,-1.06755106952664,-0.171375391874765,0.0954894019017376,-1.01786950156527,0.193277855285414 +-1.21374483536892,0.0258010486478081,-0.422576867053514,0.248330126822981,0.460872851532372,1.93544276888011,-0.0537539387180274,-1.25043941811419,0.634731298165431,1.77872992448464,-0.514005540936609,-0.720574830593773,-1.42204093912368,-1.42515927310942,0.490032052603938,0.227902421584534,1.40296898949641,0.22020874488722,-0.0162768150919803,1.26775873778389,1.99689516035174,0.915386234365251,-0.605881005366166,-3.1417160221036,-0.391427003611557,0.410659421435079,0.963217605596277,0.0791389536912589,-0.910648848298097,0.0243136182597045,-0.716436562892914,-0.733961518647676,-1.15007260762736,-0.101980066512969,0.247484852681689,0.691694429063176,-0.558033971964479,0.0222050157562205,0.202909331888865,-0.860765378588924,-0.674864493787017,-0.404056848366094,-1.39730554191698,1.56375055187387,-0.19342082939954,-2.41262090652899,-0.532604371812306,0.778349865046236,0.619603015464071,0.329207660770222,0.734698765127189,-1.20990995216683,0.282872125900777,-0.0402091625388233,-0.431211610407901,1.39669208085919,-0.0755733136647559,-0.309748982075001,0.315292420800409,1.66384978878671,1.26876494422785,-2.42194542597302,-0.0771675265620684,-0.437808225802345,-0.610836124030282,0.375331961502902,0.144317453429542,-1.02708451520827,0.573722115189423,-1.62996414293856,-0.59816404206848,0.738838333646288,1.11525847825475,0.39622570590103,-0.188545567204228,0.780071927615939,0.0318362875882918,0.794018049784097,-1.45790020103422,-0.535829293432764,-1.75083496367786,-0.0922337936061228,-0.866403557220759,1.02526692976176,-0.42693796189663,0.944760363918656,-0.161062891586825,-0.284745428641634,-0.424401144247566,0.0482619093574337,0.714092020379851,-1.46197631036934,1.4681257277568,0.466495826082447,-1.3231069934206,-0.656033374887175,-0.556927477047885,-1.80762499121264,1.18366793789831,1.19225877478823,-1.62460094645172 +-2.86516748434894,1.12851083359018,-1.14026414484813,-0.700075816724207,2.07670993327744,0.394249899631979,2.12746303485883,1.6343509612082,-0.960743692691115,0.887892531748101,-0.741466194021958,0.896460941962013,-2.19955961986666,0.282729470241562,-0.13701034864936,0.754868073472595,-2.06679567230227,-1.03177785437623,1.09881034379512,0.12882143113889,-0.171335350315672,0.345929338680152,0.0529330546883286,0.313479713939763,-0.760191426030374,1.6298411719069,0.713891783734494,-0.406645252747477,-1.0247380118333,-0.574626536901372,-0.344331281880113,-0.748757652644573,0.0684147174930806,-1.53286464857968,0.980203421715679,-1.36373251200999,-1.01867766514162,-0.392752613587452,0.920485178169027,1.53541011621238,0.327302104755627,-2.21414430734477,-1.70138503204162,-1.57188329701766,0.525897045067336,-0.329336045501717,-0.00329922078437808,0.522424063855278,0.917679378090901,0.866916185880795,0.294833387942933,0.233239659298458,1.20759151861891,0.484764357123057,2.16978001136684,-1.7613074301385,0.0812792750080071,0.44727684466115,1.18875919441747,1.66999210590183,-2.75095064779191,0.987432272406583,0.383918674755101,0.727118957480423,-1.19594242746933,-1.33939194045748,-0.222055662873268,-1.13929566966307,-0.0850105650411621,0.944375205792061,-2.70935242937207,-0.00917570397523752,0.255610548641436,1.34592514774233,0.383365883219306,0.42176671424315,-1.95545204105627,-0.00531178781031296,-0.611052319663067,-1.02142057773125,-1.69309276170597,-1.5323965037285,-0.505549709118912,-0.375973590085261,-0.639747468841445,0.368535531335177,-1.40340656414401,-0.0412481717658498,-0.690966075037066,-1.31842369734198,-0.61814930755211,-0.409465828815533,0.822746912054725,0.760817198269348,-1.79160400319657,1.34746678038251,-1.97651056034074,0.393043583251397,0.592554625204717,-0.64135607203534,-0.347118191531286 +-22.1759067180902,-2.38035806139704,-1.29371529003254,-0.567401585119184,-0.307650565583008,0.632521494371694,-0.187706479444224,0.975435764363946,-0.804824610628623,-1.10316406141526,0.19121653210113,-1.43246766728612,0.102242549734569,-0.158979583631623,-0.0543016244860369,0.210220921404522,-0.328137917005938,-0.330932977403775,1.28105152794283,-0.316509463714991,-0.524467204471823,-1.64719362479294,0.236748820494176,-1.70669518535218,0.584165140103913,-1.28881645601477,0.116952692853247,-0.399582166737869,0.668547058583927,0.141525291089753,1.09639265407741,-1.05281475945382,-2.22390446051928,0.476258861533651,-0.276171391074626,0.413060932207127,-0.675630136084758,0.281309833231036,-0.301788247656003,0.399873225776003,-0.311611207659114,0.529143418416403,-1.38400303247971,-1.29710124872147,0.297785945554753,0.273127921293301,0.72887330427252,0.252614287297666,0.317313432191376,-0.739624647167089,-0.804591182959705,0.563324267810679,0.244969948203226,-2.40710254956166,-0.681562371930663,-1.379626677042,0.691478908441118,-1.23647247311688,0.53839529772748,-0.771753522324226,1.71099261359581,0.173908962800253,0.212596395294193,0.508618483941683,-0.819177414953748,-0.58796257200354,-0.985869926788545,-0.178492774241183,-1.30390754005589,-0.621456248491024,-0.0302284221363494,0.664205850571973,-0.928398626221056,-0.00756189509217572,-0.113303438454156,0.704485651042422,-0.295757007439229,0.162242035751982,1.48089130112678,0.121240622919061,0.163320752461852,0.640496739014661,0.995860115838639,-1.29473082564026,-0.399396378760651,-1.48361900676506,0.192927004167564,-0.121028833880533,0.354255596984451,-3.01631049150881,-0.888303717499463,-0.526988015238834,-0.91352645558809,0.28723634235372,0.592951449336359,-0.198190817689379,1.03378497713731,0.490067374231181,-0.0924156028814959,-1.41020401344878,2.22581061343302 +-8.27107898636878,-1.06026555215253,-0.594698769070893,-0.261393925889455,0.952370885178271,0.102591102479784,0.0987578449393323,1.08407793761813,-0.495946762166434,-0.302633705669694,-1.16698362438705,0.38599263402402,-1.70094425207912,-0.141043577462177,-0.644715679765775,-0.653579835301076,-1.54888381544066,-0.317692063777416,-1.02245059221455,-1.51211395210947,1.39812068318121,-0.0833195772992678,-1.10728163695264,-0.535684529519175,0.00664668420054961,0.179411061480318,0.213429272446516,-0.581428300555339,0.490979367324465,-1.81301663083044,1.50174844364695,0.282138104641247,1.01553682505083,1.33820299303975,1.16508542144918,1.27788499162973,0.298155232747739,-1.45319470556396,1.23808725352475,-0.929391010634593,0.649837751974399,-0.171880262215897,0.551679005017642,0.977820352021055,-0.99566283498281,-1.59799483378378,0.28191767552619,-0.421552484235986,0.0472065513680964,-0.232244662817768,0.596581818134308,-0.154135233224946,-2.18338210323343,0.0788674885576423,0.449505942551217,1.5072717563415,-0.496265426745891,-1.0290240875153,-0.224463597037529,0.335590112698839,0.204491679492956,0.667841606316195,1.70775190227779,-1.27471605921169,0.411267454467034,0.867397685475671,-0.760192870165917,1.32716963626841,1.07097154447389,1.11475413782866,0.4599645886741,-1.91031766489854,0.300365243266197,-1.17163594899825,-1.12671854772857,0.351548845142419,0.0100510480622945,0.307832855390859,-0.14831287199314,-0.809983904756433,-1.48443794317642,-0.354113788602408,-0.277564461247833,0.0982282938357105,0.340143997269333,1.74581419817589,0.41455553261052,-1.23100476342573,1.34140875048414,0.806736317634009,0.575651995341362,1.89931178247722,0.280844916436956,-2.31610046930249,0.0370134036443414,0.564231858624819,0.0908160155430033,0.433777882240567,-0.2319513994656,2.7601132507229,0.385642591931491 +-7.92127440389396,0.937140540182908,-1.50081408022084,-1.06388503578658,0.532788293060056,1.01021099822561,1.91037814936148,-0.35938727145954,-0.418476983928688,0.833795431870546,-1.62614115828474,-1.11065415047959,1.66756805497658,0.386238645647726,0.020391609699548,0.25185089927799,0.236518356094544,0.388304253641281,-1.16177585668865,1.66719512048343,0.648173132558533,-0.353602827073967,-1.18913854278655,0.434845410563609,-0.51566141009615,0.955058224001284,1.3847163198548,-0.765875018686036,0.419734429895088,0.409777299526303,0.984292365486186,0.411237614351906,1.08339950060871,0.237090599719541,-0.768640619235658,-1.39591856981899,2.35542543543814,0.105396665496565,0.0342317197581992,-0.311897658280858,-0.950768387533346,1.67151905628029,0.419432215160803,0.383774382585034,0.274803338242097,2.43020750742482,0.263787025980284,-0.812164471926845,0.955088791977811,0.1598334179755,0.758452845839139,0.253516966629905,-0.387732757264533,-0.306482053996519,0.797736107908398,0.709430925060104,-0.176486669231143,-1.92688011089774,-0.116408551584688,0.536455257847546,-0.374132302251357,-0.204834871812342,-0.631175135044255,0.315707907490319,-2.22794339813003,-0.478023584083396,0.748162996154601,-1.55856380894881,0.589410341309082,0.925943056455382,1.39774381376038,1.27549537005632,-0.193138737515918,0.644892381302353,-0.648253848321858,0.455579277134371,0.0999573294574603,-0.393321227192883,0.738385180847886,-0.78485468924862,0.10951419367161,-0.976251847793025,-1.56484722476395,-0.212202922284309,1.48567806047404,-0.4120694900618,1.56437731041362,0.253792272765269,1.40019516603592,0.78229351938816,1.5863725647137,-0.698258088964277,-0.367405570748318,-0.25466103927951,0.634023975757937,0.106963486968944,-0.602566515580728,1.06308116287809,-0.169991835553369,1.54056575704629,0.266654190569857 +3.58451006687638,0.854451720330554,0.0158556930655591,-0.10636865398875,-0.0955477083753134,1.21467838526569,1.62145571560741,-1.0155196730631,-0.654984450267755,-2.40953049554883,-0.976897236736441,-0.0755034378284325,0.65132781853536,-0.473854785026103,-0.270451018172699,-0.415650357964597,-0.176512557406408,-0.775576431514719,-1.73762062898982,-1.62720583370652,-1.1639804384544,0.910934321819268,-0.988761177857096,-0.318457798906921,0.749620294506236,-1.50770637179599,0.0683361190868302,-1.07401030212292,-0.300479356851887,-0.743697835742592,0.0868085310687654,-0.409227868807613,-0.216790093968268,-0.510779732332753,0.462307108449536,-0.266570495961167,-0.552614932173867,-0.0470908617193039,1.55133477841809,-1.11942853405103,-0.0207751448342782,1.72765102118882,-0.279255140947152,-0.236397000990794,-1.40878431628826,-1.10008749592475,-2.50222143692996,-1.17562178026014,0.121607182261872,0.884255633472287,0.729050065683477,0.905022476523295,0.729315526612129,-0.523153212062392,1.11390620526641,-0.575727474723425,-0.377435336393481,-0.392596148873043,1.98082053797411,-0.350952247865411,-1.48066995896613,-1.21952293413793,0.329483092051748,0.264438743150807,0.53298551076681,-1.17911846137729,-0.564799199136558,0.255407519337832,0.860071612875248,-0.607967636862906,-0.61975197086869,0.0555574005992961,0.792163363617078,0.837393470185402,1.71362830145506,0.416554228501631,-1.66358315289087,0.332197281892982,1.40920101200796,-0.342882809472801,-1.81032717050591,-0.732481976624577,0.587306723864778,0.0250980034625627,-0.361359194741084,0.742289457714114,0.408277832555871,2.35566544548031,-0.528276999458373,0.766458895696044,-1.63456818223678,1.12391177711963,-1.55811614302367,0.867142115830025,-1.21572611138767,0.715411444038489,-0.370595732269976,-0.567686187430792,-0.16293873939886,-0.295331842821754,0.894084331834152 +14.1500578827742,1.46072940310409,0.54016956769222,0.771103739675585,-0.142063378432117,0.500870658308071,2.0930679948022,1.33552147320614,1.39548649027518,0.257452383651025,-0.688621185218777,-1.38722221913342,1.53324704446761,1.18190209494895,-0.472232429739442,-0.192023638930723,0.888191791487953,-0.173296371917444,0.463883493261949,0.0322998478199625,-0.597802105820324,-0.989094636995573,-0.190451594932855,2.35823354984916,0.172737301002004,1.74203699856276,0.501806881720152,-0.152316187714944,-1.10570237835454,-0.543880089021181,-1.94330360974693,0.650820161849676,-0.0822492343632123,-1.19364899970999,-1.45311229287943,-0.130575422769319,-0.556142977495844,1.85262928028747,-0.0142132534887477,-0.745695386649882,0.599658700776943,-0.26414528088925,-1.1129372184161,-0.661874486822962,0.649842975490842,-1.46286132128353,0.694755268351161,0.517303428574407,-0.195152481503103,0.100625890166751,-1.14548156125757,0.111996282469009,0.169804319479626,-0.603206940352893,-1.23785514340939,0.435722605315236,-0.575161962261972,-1.46895628116453,-1.03968426271447,0.815465806168745,0.423290797024952,-1.4192100664514,1.0968634112744,-0.291783552538331,1.39100207674977,0.188706187651609,-0.117495097311297,-0.701875230664096,-0.43587355639065,3.05822429480533,0.606486159238566,-1.20841813964887,-0.317567237153591,-1.60758425328805,0.442460292418889,-0.488209876938121,1.45303628368148,-1.26180429350975,-1.48907070471189,-0.199056118625968,0.676687798914591,-1.16266033850237,-1.45085296042627,-2.45001920306138,0.1592746686019,-0.0325742350207042,0.37073738532146,0.707567189301737,0.579987737010509,-0.307081432558863,0.485900190367912,-0.416822970384045,2.82069392335611,0.25335214203804,0.178661150603069,0.48959361305938,-0.491906959493722,0.193156645741579,-0.165076343966778,0.659812299942461,0.541618329906356 +-1.19314620601762,-1.41309877788919,-1.5472919670457,2.74740354224873,-1.18302571097835,-0.909467950919845,-0.692235927933616,-0.155562276057601,3.09369662832478,-2.1737384364898,0.407800887328872,0.27471365422758,-0.00710408522648729,-0.84638259447329,-2.13767534930398,0.132729411093459,-2.15605172171831,2.7001565337162,0.0306039253733962,-0.308667038457376,-0.855377217728272,-0.628349119790917,-0.709476881296716,-0.747467968585997,1.87296737055582,-1.06829417769123,1.50900072610705,0.97346042737253,-1.72394964823362,-0.779735537125565,-0.373213383156696,-0.330364933108893,-0.238049644158301,-0.782189325623388,0.828391431597579,-0.222565743414177,-0.305359932878905,-0.458291192337928,-1.25562639455409,-0.714667252103198,0.385281838857916,1.44601616020188,0.112988743144751,0.621577211476729,-0.284530694096144,2.17240809385166,-1.05420656342626,-0.669520205942663,0.542399789604974,-0.917732392819651,0.819568356510517,-0.306081216985347,-0.559512188537219,-0.592358720874676,-1.00837069339179,0.0162085541699102,0.483917152241203,-2.06574855088492,-0.61699423324125,-0.14159183690809,1.82226942095522,1.14703851557018,1.18724332862103,-0.14622254452275,0.586437357758394,-0.0229270860433565,0.32813048710681,-0.744484946079692,1.42400108172098,-2.8137129076027,-0.438239801704907,0.697465485064157,1.22089657549559,0.211152997703969,0.20343291485184,1.45658465999509,-0.213444992088209,-2.14964782050126,0.524649372160817,-0.621111472401913,1.48830548707128,-0.559906615222015,-0.0979461964741762,-1.73157539212209,-0.209834888521465,-1.27138716815331,0.290858044173736,-0.177655875003765,0.380393208795007,0.356180851741183,0.970342202622937,0.178194453670959,-0.0266920005625358,1.70742225389181,1.14566411217218,1.99023482045334,-0.476789858947707,0.162561120445798,0.741765512943389,0.216618945696435,1.9389756354783 +6.80715280286958,0.567403253424482,0.849652929928439,-0.0839347570758132,0.54531840953441,-2.19720851198184,-2.28719811086647,0.926608498178108,1.90082563123672,0.026167679313138,-1.12140511399046,0.546311962688847,0.064437051241413,-0.23109629250776,0.097327073472671,0.244478759598709,0.674902938795879,1.85166071392364,0.516910552322474,-1.64702651754849,0.14884757448026,0.749104926189909,-2.3409125058475,0.764554834850525,0.465581557994054,0.619369965167734,0.207876643546631,-1.23448375731235,-0.222870848849035,0.700634175976067,1.60493949778224,-0.150762874447201,-2.42164531805651,-0.967707934521071,0.663883187945469,0.488370954494016,0.345484438134683,-1.10230501747506,0.645325719369167,-1.07691343621199,0.352941644319767,-2.56482104877248,-1.08997248317035,-0.752705205673102,0.54581903167351,-0.182671752730598,0.817249240050185,2.84370303337667,-0.318339957231349,-0.61434639789194,0.0726530989121437,1.07716764824435,-1.3896735782117,-0.905011896573655,1.7861752967866,-0.557966048118686,0.319225243932263,-1.41300924524809,-0.069459888620225,0.601845071060566,0.662605549901555,-0.162928381520196,-0.861168048701746,0.227904702303861,1.6855384853557,1.50978864818132,0.391317975902859,1.27567319478812,0.257055248554389,1.20615087978297,2.01717678959314,-0.101982041227201,-0.66447834743558,-1.80854894180156,0.65472583086878,-2.00198449363668,0.856208584627407,-1.59875547089548,1.01774151617422,-0.213765142551458,-1.68684216496489,-0.731199061846295,0.729094892400643,0.14929173559411,0.78871859969739,-0.844694067420459,-0.546170454342056,-0.303861525614888,1.02324926406303,0.834364999749103,-2.07230002605672,2.27552873012065,0.475700338189075,0.311833139756442,-2.04137337118195,-0.359280344106031,0.136711643670754,1.09413935312007,-0.724857992943122,-0.171672570402295,-1.23727494508385 +9.70745710848848,0.583187653435685,0.89601318433245,0.543567634250284,-2.58185544258076,0.43854532217057,-1.65560167487048,0.889245688268771,-0.395318992678082,-0.573889841083253,-1.56293418000864,-0.539094610070408,1.42522041865573,-1.54197485904382,-0.379328576092151,1.30487964912332,1.26647457336318,0.799017307379535,0.431947946799889,-0.824726992755689,0.291300372330968,-1.44770743439239,0.569894049495696,0.142784536490412,0.556537520646695,0.364280821688781,1.13354701368503,0.487930282130375,1.57351547675953,-0.0230724796732728,0.0130377447295218,-0.054678667865098,-0.654023514673544,1.17895065484552,-1.59841479237925,0.797986604519621,0.277455811154719,-0.0115194012809209,-1.55007085432229,0.791322900105984,1.02406527111835,1.5430575137545,0.804462875858041,0.250435754754496,-0.72191930841702,2.43143308793489,-1.93784735207881,1.26792541717924,-0.607474162749155,-1.07322789518064,0.823192087257371,0.480750452429891,1.16551817669312,-2.88153617519057,-0.808815857559818,-1.5381119069431,-1.39865318964868,-0.15106193418802,1.00063770178956,0.430461310175635,0.314133719964272,-1.07723755246739,-0.0672196750882495,-0.658527212962753,1.31660768111085,-0.925530837991494,-0.869014324057149,0.627414289437687,0.395114155454006,0.224721501442724,2.04073651445418,-0.491612197347505,0.251788994945638,-1.92444102194101,0.459706976993197,-0.810395030032024,0.0252314715576356,-1.42918091418945,0.779933770770653,1.02908761488765,0.947292816851401,1.39770108207058,-1.08573927863323,0.165852266464056,0.692793547062885,-3.18032076384632,-1.49043860484407,0.180943916894058,1.36655771351427,-1.68537247128491,-0.791750231462178,-0.624159605765785,-0.529111159389059,-1.29530998748492,0.396472332635313,0.395449170066857,1.0918988057928,-0.277123449599528,0.773226648827129,1.9052892307104,-0.742885334116264 +-3.10854054555123,-1.30679883346442,0.138690996809729,0.75286121063539,0.77890003053602,-1.02941483034087,0.569509417915171,0.145116991571343,-0.58670237252988,0.277072702622078,0.234661436778458,-1.84149919464278,1.0959766553495,-0.125906424899325,0.434192902913088,-0.940724065538842,0.359137850595693,-0.00893789168791081,0.11777075263052,-0.231764201046522,-0.12748953065418,-0.64893548138727,0.0275380007739789,-0.626951776482548,-0.458843210320614,1.12966010142483,-0.516100043290474,-0.810139002797385,0.217098714524899,-2.04799912709643,0.570063618659349,0.12900696744478,-0.887915023700518,-0.423063822891395,0.669082473108846,0.293574299651346,-1.20545738085911,-0.553108431243241,0.0702220203658488,-0.588582740156264,1.37118514883875,-0.504795475928999,0.0990111125367341,0.320914622890749,0.172495985566207,-0.52027221171526,1.0513112251937,-1.13955622268722,-0.056301570708612,0.784629871862967,-0.973884181131628,0.760669852680584,1.49320850734604,0.75419412937056,2.60436861680818,-0.140333117933283,0.100333618957527,0.304646159475062,-0.0186260044536064,-1.26952035209252,-0.910025755783634,-1.63451759749913,-1.77469218711168,-0.713697933043523,0.463041729744634,-0.175305371614202,-0.0457444869516919,-0.768249796923679,0.442398294241669,0.945500188902742,0.0204617196345953,-0.351145440711579,-0.615977375547688,0.326569311784586,-1.0119716719808,0.289238089141453,-0.628895699638023,0.442635466648343,-0.222222870653857,0.929611201010553,-1.30572383705397,-0.295970498201592,-0.511969701220558,-0.75782715998644,-0.817349788469308,-0.874716693022333,0.165146903596067,0.874962766260109,-0.490932714028486,-1.94343353715502,-0.620634352673433,1.32491321436355,0.734538043595958,1.94981006001927,-1.97241880305178,-1.28105373536861,-0.269825308673251,0.098714889765059,0.478810800477293,-0.762279248164359,1.42789147447094 +-14.8417296115471,-0.540386073862105,-1.61932832236614,-0.808674127657869,0.292940302703854,0.713078103934547,-0.4712225866423,-0.818646626109666,0.461765386247963,0.263804022281031,-1.98376052979519,-0.790288951009079,-0.123835517987326,0.8915386353876,-0.115664294636564,1.33690041874009,1.04003821930987,-0.113555656919719,1.38680083405629,-1.40929534921512,0.801749811795501,1.10949564973078,2.2232335068411,-1.38061567709434,-0.0335947140774479,-0.22342773493178,-0.621433950661108,-0.468889712117164,0.728334974436501,1.63856257847595,-0.0163787070377962,1.96159150513553,0.765140491075889,1.29206876334226,0.545295178102144,0.576652678606689,2.59200363009101,-0.296727033058564,-1.27645682234234,1.21232538362493,-0.425457086313622,0.00956590908040757,0.473218227828143,-1.21254132377267,-1.20144539832913,-3.1976486829107,1.37457156966488,-1.30798570555831,-0.441299427681566,-1.31736810707798,-0.486678307912492,-0.408911342859544,-0.950950285071387,-1.4902220744573,0.463170665388859,-1.54987416261042,-0.618381148443272,-0.975055381250323,0.937477539663229,-0.679707462787688,-0.382569784083507,0.564519730430529,-1.59436798282553,-1.20080460167084,0.455860891757229,0.495931073994182,-0.758645117370621,-0.807577282860695,-1.02915978022973,-0.658443741511234,1.57091521826877,-0.720007471073226,-0.658065968757912,-1.13289144375848,0.291191827111371,-0.0891429891180373,2.08708619481717,-0.0358631095176446,1.00599663207455,-1.69439744275741,-0.515825149245584,0.0270965291184557,-0.0730354112120671,-1.36188583124273,-0.483056517001324,-0.16587601084489,1.42158118129791,0.962713919779649,0.549181750557428,0.62378761223357,-1.39526078603614,-0.788342951987344,-0.960300331373128,-0.722036395391718,0.101463635992793,-3.03207500456497,0.450166812754225,-0.511498251259185,0.120145833911843,0.0283249962190543,1.3226498994761 +16.5540704315965,1.94769266473204,0.548397923014403,1.00111984739073,-0.0867079053484027,1.02826853911963,-0.0332096773742875,-1.23682286120429,0.0972093386659258,0.889458010501699,0.978032468135692,-1.09406812598926,-0.602283794919944,0.708696980773864,-1.29897046835665,1.83593170616585,0.567361013512891,-1.7798205611845,1.31080356527265,-0.489451881595667,-0.314966208867851,-2.56138782713487,-1.00259006171583,-1.7556612671311,0.928293785240595,-0.17922392923999,1.25877572324248,0.928153384850955,0.040991851618886,0.83569273474431,0.77204766261945,-1.12767967316755,-0.399571846425052,-0.635957918196618,-0.36627914697478,-0.524443428411883,1.01403755790801,-1.91849010809183,-1.37516707894253,0.691313842535011,-0.30676850739436,-0.881892596925472,-0.340594120383428,1.78890896123284,2.21833725798988,-1.31796215631769,-0.180876563085566,-0.412561713473471,1.22682425776899,-0.360513466350909,0.420716090249055,0.519320648214927,0.115251170842211,-1.48603197708925,0.612458146837187,2.15167752579032,0.545788567535471,-0.064749806709009,-1.33798777994228,1.43384300354462,-0.462008315180671,0.0776266689453526,-1.03858464842069,-0.19576568746782,2.09147941673869,0.0944921357765489,0.408620836226702,-0.388468876788857,1.35210386170029,-0.71247007102841,0.837918352771472,-1.53367056023989,-0.630857751026683,3.35609177867504,0.606152116143207,0.327895078646094,1.35865045088385,1.08368851627333,-0.65704776743269,-1.24842542551541,-2.01110785414148,-0.124897322262325,-1.90100707037114,0.571666370867443,1.76093564858866,-1.63939283404719,-1.5873221375901,0.6291711057124,0.130340108262113,-0.388888009519793,0.159897885250965,1.96153815468593,0.332965040672116,1.96313400892387,-1.20502344828288,0.0712802530833651,-1.37056841562292,0.0984542470730091,-2.0034020719589,0.394228881716286,-0.686273085137572 +2.85992556165152,0.0535902703574544,0.195282153811252,0.456052504632617,-1.46635949546023,-0.570632725418573,0.377367067760518,2.31722564578261,0.676025564160287,-0.531691621911837,-0.325946806227533,0.463697367089517,-1.09613954622899,1.36548479826691,-1.44740649315577,-0.703934769978512,-0.734184199619729,-0.15840248480399,-0.245845863322459,0.622143941148231,-2.43031902608949,-0.888051519150196,0.182640088974182,-1.93552883145705,0.250595622642414,1.74147063737463,-2.28023434856434,0.6227004278216,0.270655775212497,-0.162715137969377,1.34397897855924,0.164379826479008,-0.980930470113522,-0.935271452503221,0.368613321620873,0.286120816062299,0.312642209678011,-0.217770424640003,2.42194037717897,-0.282907319779356,1.0596260539261,1.17565746703718,0.504529171672181,0.80636397636611,0.311596575909865,0.234524757071966,-0.486649363997985,0.655626502512797,1.2930224362879,-1.4125624488409,-0.430051033300286,0.651719144020371,-0.707293470448322,-0.629279728542653,-0.30807387486758,0.092427051941137,0.275524153896993,2.40542688410771,-0.563337489072158,-0.469214732975666,-0.0506714679426119,-0.955407888797655,-0.297124405601953,0.672554860721777,0.779170097649939,-0.304035172408538,1.7823368588787,0.53748475450698,-0.135692723851476,-1.86276124030033,-1.45211371344998,1.00899693945583,-0.232951773043531,0.300098242367743,-0.349993263839148,-0.223408692204854,1.69897659201177,0.794616881517908,-0.227936460741453,-0.273432567107967,0.750636362889835,-0.836829876631214,-0.252439804896124,1.47903910023199,1.01567558349633,-1.72162315802186,-1.13227694545542,0.763967975638632,-0.0900345023442552,0.148892492072577,2.1186249015879,-0.180144153872256,-1.56688091539066,-0.213028749197285,-1.0971464260363,-0.680379266923405,0.0827908833174912,-0.0723225474651841,0.448058326511859,-1.21228872317637,-0.574213742142972 +-8.40363587409429,0.351662840555237,-0.806497994763471,-1.43425030743108,-1.0831794487358,-0.434008681840124,1.15771800072853,0.05072430823386,-0.748770541211451,-0.288876743563497,-0.226813295358415,0.0167654783920317,-0.311297069880495,0.146941158074239,0.117876700713241,-0.489700073207826,-1.44193225504807,1.11276793300697,0.424737454835527,-0.446745347181586,-1.36438118365587,1.13304816496594,0.600458605575438,-2.11809084845302,-0.331534390497118,0.313062773592684,0.303905393198444,-0.349451413600825,-1.03227954861646,0.637923605140886,-0.843671220975003,-0.0635263157544191,0.527316071783592,-0.24418530123031,1.37917139269918,1.09702775271902,0.907557988474816,-0.0598517375313949,-0.0932793268457524,-0.43706299009332,0.409489952042115,1.51867743560234,0.975102681200432,-0.0267401026483717,0.501766294418478,0.291192183556645,-1.57860905797135,1.11408843839495,-1.84205131359949,0.694464393193644,0.237758878725774,-0.77644695164134,0.982472331354439,-0.106555070256279,-0.542664034739548,-0.272194889140872,0.0374380818364716,-0.326059453270175,0.305038956167567,0.246281991840822,-0.640552236302231,0.813761007555275,0.391146256619676,1.10095846445425,0.428607959480824,0.390542752679487,0.78215729644172,-0.610099846937559,-1.08276518546974,-1.03786376207813,0.537340017691492,-0.345497095366053,0.0849721730510739,-0.132774657232678,-0.719591201277731,1.19582230570022,-1.72533817744266,-0.121574368665372,-0.0145510992191134,-1.92809065779795,-0.912460700647161,-2.0074514897187,1.56020929459904,-0.310503115583602,-0.206111906508293,2.15491517212213,0.680691088857918,-0.835147581243382,2.34100320700469,-0.384790863436655,-0.659590680475819,-0.409387178449588,-0.521478794716177,0.871263710946982,0.212968669449751,-0.509409340975103,0.63211061470754,-0.212388326600339,1.05590975881,0.404210538268263,0.208149054075493 +-4.01912435664127,-0.670976538993938,-0.108624235207127,-0.265304816278076,1.05773736712652,1.00531746476826,1.39864999962659,0.290835509741616,1.02555255241429,2.32423772161644,0.422330330420586,0.713715588458096,0.175138895811023,0.0343765615882022,-0.713256538016366,-0.862239418738147,-1.08636360380745,1.91848838759728,0.178541197772161,-0.315625655624855,0.267498225489488,0.630442193123239,0.619609246514731,-0.517452406458751,-0.59188755839019,0.863563135653615,1.19604860093315,-0.997656819810461,1.26447574493935,1.14007011155612,-0.25538938591676,1.58738713288232,-1.20972121592324,-0.115129666516243,-0.41044374652408,-0.577148630864252,-0.852567192838073,0.998750245845747,1.00090705648251,-1.07971590126982,-1.09641403294016,-0.866355061199612,0.674936437569069,-3.88166291219259,0.0923437132255387,0.412659307385508,-0.122113513305952,0.0505384974520483,-0.566119571618202,-0.0155564729931616,-0.0390466179602889,-0.721310581818984,0.183836911822794,-0.214531716927115,0.735476121651236,-0.736086199079319,1.62080678275993,0.284093593381707,0.691935294663692,1.25693506890596,0.90423527274103,0.0424623607359064,-0.192412574763627,-0.107656212755062,-2.09386955256785,-0.775618038341498,1.12626056580903,1.20962849627395,-0.482761222189662,0.320619860835087,-0.0166437399871623,1.06302218388118,-0.958849905247789,0.0850357336545155,0.449103030197432,-0.39266707092387,-0.0170363334400378,-0.32684936086044,0.0113482439273191,1.65994429104912,0.509598323845189,-0.0595562902403017,-0.734043547320744,0.425421967825686,-0.362139422882915,-0.788923163623359,-0.127312915332087,1.0501502621559,-0.0139757232725929,-0.124117251536092,1.71608632829122,-0.992205333806667,0.509152270785143,-0.505974289692118,-0.224934420891878,0.211688200881565,-1.07123100121146,-0.770878773279902,1.47688839535396,0.594732904432497,1.85932658508782 +3.3172764983678,0.277953694806143,-0.250946623852313,0.641769163641739,-0.360320800556423,1.20354481603093,2.11850393063946,-1.81128973985174,-0.696595385421694,0.80506966941541,-0.193525353448563,0.372720397330718,0.530809920043939,1.35090452621638,-1.51039577650116,0.678578786886658,-1.00530536019033,-1.613377494931,0.109110586261049,-0.771357974867309,-1.77871548845119,-0.591059539114605,1.06398913231963,-0.695725708863401,-1.25492994203089,0.243776037768039,-0.0741059009908547,-0.964182967764642,-0.138421076523357,-1.4086838454473,-0.464180867041342,0.0354626293287733,-1.12446423216374,0.0236077310731144,-0.0508900026980541,-0.119305504574782,0.849920922426765,0.592823184196158,-0.0741499437460166,-1.33086102541716,-0.191692204849208,0.695245534006977,-0.376431795408137,-1.07054027886288,-0.755948051116737,1.23315525323926,0.616292651177898,-0.262957596857737,1.42745559127175,-0.230730664638338,-1.24415101815069,-1.4526538130987,-1.7928246891786,-0.387765254709182,-0.100652845503864,-0.594722936427933,-0.273080092047657,-0.985532322852048,0.298847586750669,-2.6431773243362,2.39345173428638,-1.22723725256557,-0.0300778480330846,-1.56948580993173,-2.30701834452528,-0.671180084752135,-0.0402537265024351,0.294911226848763,0.573316072434724,1.62287805646982,-0.0573097768145796,-0.910141114038347,-0.290794676463345,-1.08270954056039,-0.000822411276545662,-0.779441601680574,0.0686202040969782,1.33806132744883,-1.88897802466805,-0.0725953546672749,0.237535241235417,-0.00804370566269073,-0.636843769370708,1.03939638131921,-2.02928109408379,-2.25965410384661,-0.91211112334056,0.877841424370997,-0.908309895666093,0.852235442061061,0.719170606077363,0.588436972222747,-1.45117825251734,0.583090461115364,-1.19331116440253,-2.04654358543836,0.352065633088871,-0.374352054254762,-0.949749631711207,-0.328176399220063,1.19959294796809 +9.4770304491654,0.691171272874884,1.69934666853318,-0.415021028711576,0.350593765015391,1.49618269695644,-1.08745986950799,-1.14514768618127,-1.27713543553305,-0.824741470426789,-0.271016889226139,-0.631418735286571,0.906410806343135,-0.364784429284285,-0.29150438861163,-1.36870654517632,-0.429018599878844,0.371769306972534,-0.345157013778931,-0.660670000313563,-0.411255871614469,-1.34633842376103,-1.6897361981851,-0.875135485587828,2.5971467378346,0.550555801699542,-0.456769697821673,1.55958569809753,-0.966235082828429,0.123235977455536,-1.11965966675984,1.33929674960512,1.04858088822592,-0.605572756040884,-0.283214140731454,-1.07546566683309,-1.05870507602979,2.32710984316635,1.0297318894903,-1.05801829386645,-0.00151806333493119,-0.602663568531101,-1.23051592980131,3.26404907516352,2.15765018959141,-0.341054007180395,0.543562935051175,0.333340225547465,0.751776828615113,0.406084552721708,0.151911345719628,0.0814673177290376,-0.865112367839144,0.432563039707096,-0.891046560332051,-0.158711385351481,0.922620884340922,-0.432504963599529,-0.142419076006746,-0.847339891687989,0.781183729670805,0.324354382963607,-0.708863763917487,-0.133203394072011,-0.611278391742061,1.73787838235282,-0.401540978369772,1.3400292287362,-1.38881763459681,0.0141192257112881,-0.990014750237227,0.283112026048003,-0.32909817263249,2.00784463000232,0.00223672582088767,-0.163976197535661,-0.135788711421225,-0.690971100199976,-0.175687242069499,-0.251130268053997,0.328408584899323,-0.959222816927032,1.6668367436402,1.46240450596911,-0.409454327346586,-0.119068752427078,-0.57824430024986,0.422914207761709,-0.00386573105560043,1.23234000396735,-0.172089545555237,0.904818273390369,0.871935823762027,-0.321443210976825,-0.859170602926731,-0.398065229812741,0.625721962293839,-0.715794759625127,-1.59965268937378,-1.97908508000167,-1.70048373578949 +-1.81088740957268,0.823795328706086,-0.344298796264969,-0.459575676223938,0.0282576561933585,-0.156598432207094,1.21603338663365,1.28087282215109,-0.0924237284355774,0.614007645477191,-0.264942385461725,-0.345194724933052,0.046753128925649,-0.820965911777432,-0.890669214597854,1.10793126486612,0.0180384236735153,-0.9234435848134,-1.11218414129778,0.160214629823063,2.62886074134743,0.537050320878981,-0.0603264979954161,0.178555349297301,0.250639074239899,0.416822318832096,-0.0100614382396705,-0.737917636674756,0.173635076268846,-1.60510925512277,-1.10524197631166,0.133688803660635,2.09515180208338,-0.518418510898726,-0.0662933762200216,0.410467266279882,-0.147894758793584,1.02394085379003,0.122769961262021,1.06977667023279,1.17356436037851,-1.30730129795716,0.0727193302324139,0.397561448557023,-0.265095206094258,0.132754064339945,1.84242442238325,2.20432272353949,-0.898629444602991,0.440038018872954,-0.259486516255584,2.10101734003551,0.00729111822477887,-0.665205020607638,-1.57475798749581,0.983256026269038,-0.066598690148431,0.53128780303162,1.18357776364545,1.13918733097703,-1.63569101066442,-1.75735053080871,0.262007186930754,0.114585506616722,1.40194824631183,2.5953505919529,0.124171589831085,-0.601264414199935,1.71794401924144,-0.139456823197123,-1.04821187878222,-0.948527959454162,-1.13539828864496,-1.62048778589833,0.612104105508966,-1.10376398755956,-0.72993671104783,0.582641072733743,-0.136001356559594,-0.201110894809943,0.188830076222354,-0.0833694843398954,-0.621635044826854,-0.585190886315488,-0.36336804336042,-0.549136849587641,0.423097462364512,1.55682957535433,0.730742852041898,-0.183934820671038,-2.43307682832975,-0.463267260473428,0.555808428367001,0.899359980999748,1.01886794071239,-1.52615884210013,-1.10205285665368,1.24401731225944,1.24296394865848,1.66144857081226,1.73103960892804 +6.99929815588736,2.14506502048029,0.0677720614042188,-0.792494015719286,0.473048261023495,-0.936030519727876,0.677225304631589,-1.35947002102286,1.84746361219518,0.0061836895959783,-0.553388216335727,-0.233673112843169,0.18479492819343,-0.447457109757897,-0.685476756136747,-0.751664609851581,-0.6674291868758,-2.30410442939092,0.564665808615042,-0.757814970662776,1.39529478658383,0.424586380819041,-0.730777736004665,2.42586244465835,-1.18146496149593,-0.799541433595236,-0.116480707298475,0.563557934447542,-0.0445819974617109,0.00452859263509742,-0.855044183719374,2.54360912765063e-05,-1.06362406199941,0.793874222828083,0.156018965773896,0.271780916469165,-0.293571396244166,1.17409993452562,1.02945882693718,-0.268613498878801,0.735842543741092,1.13299879737396,-0.0891646361811771,-1.16335473317581,0.991619224792959,-0.0406431783078937,1.88506554301352,1.50663164160894,0.456848483320885,-1.10062700001231,1.09522325266244,0.910336586967918,-0.868611565002387,0.16091950393298,-0.475710009389056,-0.395901374499763,0.690579868414485,1.0942982305874,0.194230440090783,0.36623799422717,1.31124196568393,1.29771512158326,1.2033189364432,-0.949157533315195,1.82231286030963,1.24323466800101,-0.186193208534353,0.0436734360906312,-0.612373581773787,-1.80444012011077,-1.34036235063361,-1.48873417847577,-0.213418443597535,0.196289639296889,-0.536982482668992,0.50734306283021,-0.0396179773535621,0.9148677023169,-1.20937519153149,-0.0852227013591914,-0.328743360912979,-0.700772066146665,0.795458775263075,2.21845918513828,0.338900511474022,0.812178465945625,-0.475717687669686,1.72967046283523,-0.426798459604984,-0.440204782416957,-0.70746271958697,-0.718779121538457,-0.86759567900461,1.0427546748056,-0.0227479257694821,0.652254314034205,-0.0689107615921859,1.52483095918384,1.30198831985297,-0.7069767075968,-0.852961678623921 +-19.921940130595,-2.34694397836337,-0.650569726854058,-1.15853913347538,-0.919154727671976,0.352538646178498,-0.726376907647536,1.8849707369725,-0.929629455620101,0.506463292488822,-0.436707945368901,-2.4027098316998,-0.505011833228914,1.11965664048999,-0.0639322894309572,-0.860862570436002,0.968218245087137,-0.27664145044679,0.207867314188783,1.38598118465889,-0.748211955050587,-0.448983034596875,0.252796339967786,0.439381234401217,0.106297974032472,-1.28341146943566,-0.524144177818513,1.63523772040453,-0.791059494157967,-0.364690050605151,0.0334979012296731,-0.163254100117466,0.948588387056796,0.536851245434377,0.210617996430632,-1.6242610746301,1.19741166801341,0.383926592713435,-1.35357895791135,1.13792882052822,0.158141068167557,1.01496168179849,0.680130493625587,-0.0526667884236275,0.410308300469066,-0.363311795018959,1.24263102851469,-1.11448456807675,-1.76115830796121,2.40815170406567,-1.52815636852802,-0.44530288072058,-0.762216930941902,1.18312980098303,1.69755039311381,-0.276450996984764,0.0692020131182805,-0.852928114580931,-2.35683803455154,0.224628794482692,0.535093567066242,1.03899533715498,0.572591374300469,-2.11340401951106,-3.1836421270466,-0.910231253567692,1.43000957818047,-0.751134381297195,-1.4141327366281,-0.253507998449158,0.485397807329103,-1.85306807671552,-0.256067492171583,-0.94399066145312,-0.502889766377616,0.46429810303133,-0.585459555468938,0.753715895406465,1.35385537891466,1.96602639270328,2.20469259007986,0.546363673038346,-0.66641490448055,-0.371787210267985,1.45273664222846,0.0304901135575639,-0.565838945845995,0.561572376641014,-0.140264454588104,-2.29893307294027,-1.07690700767269,-1.92391945948621,-1.241796563828,-0.284830130587082,0.477594799429475,0.413862012559478,1.50930423318114,-0.390997909590834,1.24831215520281,1.54724863826762,-0.397956458463684 +1.62166331840496,0.149591980615209,-0.487638515203085,0.710889998448436,-0.375823436339545,-1.28618864655408,0.112843941668527,-1.36860156035955,-1.03080015662025,-1.03627567570078,0.325086640286445,-0.841015659364336,1.09073222039182,0.209283042206034,-0.269658040436885,0.550004482125283,1.3910529261483,-0.537287976139533,-0.315336038929998,0.278047859640631,0.465594501550865,-0.274513011773128,-0.257853984973209,-0.266038681840321,-0.539839329801425,0.670415071275013,2.7570557590825,-1.3888094318084,-0.782779795461971,0.278487740406494,0.194691598169698,-0.930458392966883,-0.33119298026182,-0.625913455063559,-0.626750782587137,-0.561649338482055,-0.14877415710667,-1.5729009532563,-0.177291412820548,-0.175777069298402,0.593652451842882,0.683550078822139,1.07389925342343,0.279358737590374,-1.19955638577378,-0.433116454631847,-1.46265103735304,0.927023296135106,-1.01783186548878,0.529228702571636,-0.349274754036358,-0.639426014836813,-1.81765468446333,0.248171726052422,1.55828721989955,-1.72084340846219,-0.233515009247232,-0.621844073476929,-2.26118020213712,1.00078919165764,0.0899234901017703,-0.0433067143476295,-0.00722584185993668,-2.23858777549075,-0.464298334418584,0.109597783282843,-1.19293985545417,-0.696160904613023,0.259932611186291,-0.130467267629843,0.372775942370813,0.196386717269866,0.132618959208781,2.02762807967658,0.826553646611261,0.62623445732416,0.247264062833186,0.215916856446285,0.278586658074166,0.465798942115758,2.29043578240084,-1.19994410004057,1.99173927889248,-0.137960977335448,0.444656313684198,0.117625322730599,-2.65255301579903,2.72423772493218,-1.25819829245851,0.663180124932929,-0.71603273480087,-0.133906026633883,-0.50707591281855,-1.10011883236847,0.597432764529106,-0.454394737778416,-1.60165552055697,-1.34579796966177,-0.984565417560136,2.58188370400915,-0.60773496182936 +0.976168341487646,-1.34253148172954,0.303151237257663,1.26760175223824,-1.81283376431222,-0.272522855069837,0.0652135747816625,0.543940411562003,-1.31951435474925,-2.05818297186603,-0.782145090380946,-0.525577561742616,-0.185498225278187,0.583689377018137,-3.33467536354003,-0.49739803131194,-0.194148446293093,-0.0675169458087641,1.63054735753534,-1.23463311749916,1.33156784073214,0.179935430347627,0.410061045573578,-1.81453819905451,-0.212894566175406,-0.388423271902224,1.1366101348318,1.54859725552439,-0.40127542286802,-1.37340897505627,2.32977108878519,-1.4033252511996,-0.387811341891833,-1.1122179671966,-0.657767025863659,0.0526099681606114,-0.0464819648365039,0.664839952872878,0.0883882605376885,0.334323928770372,-1.00717607920258,0.00849999376508359,-0.333313492493275,-0.314330345058647,0.403245193590404,0.682606257166335,-0.479085597014139,-0.706929125437114,0.602702761042416,0.873354721684668,-0.473325265438618,-0.999088880541023,-0.722631368135578,0.187715417133264,-1.86208674026056,-2.40169838169629,-0.370668934044462,0.160709979471494,0.544958095258585,-0.0525588082739764,0.311046051586629,0.15076528995,0.696542132441452,-0.0823967448726241,-0.449842247288538,-1.00942510768497,-0.181476289120403,0.847514680055057,0.718970525729363,-0.36250878059214,2.52761566926413,0.18228675441637,-1.8007597587616,1.49734217066393,1.09691762563192,1.71722508945237,1.86780418650111,1.91443471100445,-0.783824451770156,1.32767789344104,0.23876690004953,0.247427955864065,-0.917653278381074,-1.64310851146536,0.549202767571033,-1.31693110475238,-0.206338013366385,0.258471494620272,0.971919778567986,-1.37412383103776,-0.667871252984963,-0.364998436362627,0.679662061661388,2.19395052422262,-0.335613735666483,-2.14891954771241,-0.996515418860985,0.343300915763875,-1.42502929818683,1.60279332234387,-1.2032523514306 +0.844483927831243,0.553303075503898,-0.241974019629253,-0.143151055750639,0.288600211104964,0.156914836911099,-0.630627211085828,-1.2380301683974,-0.084205701767351,-1.18370158132938,0.521031960705619,0.964676071530322,-0.471421528771275,-0.686082182049888,1.05127376242621,0.290913908826882,-0.489157720389873,-1.6523774213228,-0.603987672604932,0.363641330158788,0.389092754593691,0.452076350804361,-1.3397393120534,0.202415689475887,-0.052979054769364,-0.0753122783628914,-0.106262981013317,0.206723528247641,-1.98754573364588,-1.94503692648553,-1.27252671010127,0.466800425235644,1.78780177396713,2.30746830384855,-0.762528769025001,0.528942345735776,0.960769445466116,0.0235916890759026,-1.06888011089698,0.0921359443751657,0.512553775291236,0.485558567033291,0.241749488252649,-1.10190248358749,-0.151941721744248,-0.275872074668639,-0.167461905921005,1.33056234301036,-0.935592691108315,1.1866634558411,-1.35951104559404,0.0856573037852302,-1.30718458207281,0.0459820707986259,-1.58150662873803,-0.0334387300554965,-0.654192378372082,-1.97117892457842,-0.591917744623893,0.535316431778154,0.294459559869038,1.45247593558205,0.635568076468545,1.10964878398849,-0.140744337841322,0.195513101136768,0.137158612194195,-0.917934800700213,0.864605433903207,0.279729019087291,-0.85559345803757,-0.160240500286912,0.693175947501939,-0.545857397270175,0.00621579706932481,-1.41158057913746,0.150297785101431,0.666053006058123,1.02165162027671,0.579400857284654,-0.197625593714059,-1.70781410010033,-0.0377839737213138,-0.537309507542177,0.10693338711038,1.71206241435173,-0.798482221884726,0.717924909570392,-0.267671327483005,-1.68077577843809,0.734640932565316,-0.229759245901933,1.94460989679482,-0.508782336983138,0.73137208950207,-0.528634584154658,0.475858649766873,-0.0585854559748941,-0.215095862918477,0.68685865194816,-0.753646487200844 +2.20940760827817,1.58996284269541,-0.481733567501898,-0.515028906343196,-0.189622581277104,-0.88181286823508,0.518855462766129,1.87713234257007,0.773902206997466,-0.521874618704523,1.88786051933339,1.16868779777066,0.633121870151052,-1.01849041259213,1.29101956711379,1.74264295355076,-0.524053526905322,1.39309821661968,0.00806566610715348,1.08686898108039,0.895789395960606,0.680015674039195,1.36500902371425,-0.707904100576263,-0.376868584371102,-0.38511698109532,2.01992506208599,-0.0611124214688964,0.455903964108708,1.65115067652291,0.426753114129259,-1.70192828139062,-0.476288522839212,-0.626964268300726,-0.534839652914693,1.32596374193397,-1.17917301055724,1.36450152547006,0.443976421224049,-0.167943288117114,1.74915496761214,1.31458798870699,1.76348878585803,-1.27716591665542,0.696838899332302,-0.634921322514324,-2.08772528720601,-0.499811736915941,1.20534416440774,0.156088053096154,-0.693313507497917,0.657554305142717,-0.269531752660225,0.106990828221626,-0.854006293818134,1.33690165489571,-0.952905187522787,0.998487756726774,-0.401746540818741,0.876984786237262,0.503898424558885,0.417440365008762,-0.688810219510746,0.140242485298597,0.194331060365272,0.276015276116885,-0.367940805203291,-0.648707289754272,-0.683181542648101,0.0364197662775488,1.47255845046848,-2.25348846800649,1.19971488687636,1.67849007776478,-1.56397434838886,0.425879654586558,-0.475034204038829,-0.4116035935243,-1.67793824811164,0.734841127523361,-0.754295289507944,-0.409091250312397,1.86879618942243,0.862951230190002,0.598233477239894,0.25716737296477,-0.514562931731497,0.83134497189788,-0.498420740108088,0.13278048830566,0.283326602384881,-0.063100968458811,0.928093396450864,-0.654872787324669,-0.195587278075129,0.611096256398278,-0.526018417378958,0.175483384399987,-0.562953530181682,-1.00828460057477,0.923514294126093 +-0.925097432647831,-0.5868795943871,-0.991802864256725,1.48289118430819,0.0178602132113477,-0.121897825360133,-0.802944499856328,-1.44581007192707,-0.159947373446181,-1.15597623676288,1.58317807955344,0.0375256354082827,-0.272124450423728,-1.13475338265242,1.23824906704604,0.171098040885632,-0.535994038481839,-0.338886040826288,0.0362294626747062,-1.72536807940424,1.37665141436595,-0.62507244592418,0.908833119129858,0.901679003158067,0.244832573333689,-1.43308219571147,1.1239227259464,-2.33587829122703,-0.0343429324939708,1.21296073130413,-0.135401731193374,-0.145787188580333,0.506856714260937,0.735648767537252,1.16461644323113,-0.567738184205558,0.798482804965259,0.34946466422432,-1.62135586352839,-0.910133212958747,0.174485805234264,-0.0946008097266501,0.333028959697958,0.472145577840787,-0.187990350563114,1.73859577444574,-1.3309456319507,0.24503391892628,-0.582575512941222,-0.0610134868084288,-0.573400562388977,0.0318018012772264,-0.0638975366066967,0.514142599380045,1.40045954245911,-1.57556239066209,-0.328427749063965,1.09443138836781,-0.137623321769429,0.139757260745444,-0.233994447294205,0.962430486252829,-0.709529375949338,-0.332082917904865,-1.43301637455661,0.752668470832393,-0.369527035017973,0.999048816058896,0.169364724483402,1.82440825888645,-0.968055371641548,0.0195510315566332,0.262579192947256,0.290457762201753,1.49948953703024,-1.92567685345001,-0.022438633461892,0.538766970846424,-1.20655601214247,0.980446099024516,1.08019412892843,0.548842742172347,0.904452063446731,-0.890202131046988,0.895606293286062,0.650921606969281,0.204407067471033,-0.893431128963123,-1.20369240410995,0.0516010918408656,0.823932069686195,1.53283957128144,-0.657355191609189,-1.53715356572507,0.180931689757173,-0.781968804905816,-0.252240986933531,-0.355553658280215,1.87360156817096,0.681684616582293,0.412944099234381 +-10.7925697800418,-1.8323773062094,-0.28064913880443,-0.162588909926269,0.650430242426131,-0.855250672623498,-0.681623201308383,-0.153367397633767,0.863307542266686,1.70721090724148,-0.131827514909597,-1.05945038373576,0.792838797593903,-0.458250470323518,-1.90165631418952,1.66623092387058,-1.13589545603572,-0.0753261542940653,-0.21764653062908,-0.0802615916495738,-1.26397861212018,0.717227606640692,0.213459604299012,0.265834749522249,-0.0118397007047705,0.580484936381029,-0.875498464835159,0.102233305055663,1.66503088902791,-1.19132045491312,-0.748781389096654,-0.250693255568194,-1.31469533304323,1.59026169942859,0.541483258349375,1.13820191983635,0.05882702977412,-0.325928098542171,1.31116133997045,-0.921194937096118,-0.471970551687198,0.065778176263691,1.67023422254754,0.143149860090018,0.023383461667205,0.3553027714347,0.941360376978717,0.0587463170800579,0.058723259156793,-1.16391265642232,0.700568625422939,1.23101145198974,-0.241048764884367,-0.827249998180354,-1.26052723083318,1.02669379268242,1.74276175698428,-2.59984491087074,1.15431907649683,1.42095753007407,-0.395106215967693,0.6681209419039,0.188765806479624,0.934544162078307,0.187701995925626,2.7604260852536,-0.0805755055855887,1.2597949004337,0.606435085738747,1.1745120157643,-3.50161541295719,-1.03010520833852,-1.89003205952684,0.910785540317894,0.472445540166623,-0.243160137762711,-0.231658847455464,1.19601879708256,0.621470191437596,0.915973866825914,0.842163456333838,0.430360887076421,-0.394980708463526,-0.0199206421266444,-1.14748332919125,-0.176787039959159,-0.179326506831171,0.658986607207539,0.984240412382325,-0.0594662290545223,1.32554714906534,1.71000621210548,-0.0919773939721006,-0.445567915453256,2.2360613186395,-1.10668715290134,-0.642555924314483,-0.385371396623063,-0.629273702811629,0.290374393612199,1.33230078982706 +7.17051811728585,0.888139432652018,0.633017344180171,0.0417091744023163,0.310254985421182,-1.00572873499677,-0.0371627218534843,-0.945688620268739,0.969370877838314,-0.401445847310647,-1.57807665670464,-0.203198858763934,1.05168020506894,0.867376229903351,-0.442676356914958,0.280513906436464,-1.11788811558436,-0.702812147441463,0.838158212396083,0.235652766373512,-0.143482003390897,-0.306619312087758,-0.910917579651128,-0.0619568911718991,-0.289396420217081,-1.13785100849936,-1.32356842288703,-0.426369218416913,-1.23451700083024,-0.281979797459944,-0.883731213489036,0.806697561803571,0.0698778041987136,0.0630127431993988,-0.303366271413634,-0.676263601891313,1.67412823468652,-0.340594498732758,0.237892180570759,1.05350199342053,2.12595887918497,0.0863668470558841,-1.36690800808129,-1.45263478713501,1.4938096666964,-0.718066425769551,-0.472421405599445,1.62248191351854,-0.00974472713935213,-1.29234415007045,-1.18260229836847,1.57782363916057,0.22243293788042,-1.83257872103857,-1.33093546152604,1.4567611719389,0.522677450110963,-1.02413728809873,-0.0697117418098076,-0.734668926653624,-0.00234772130428226,1.41888188593402,-1.84327586630315,0.110854989854007,-0.618151965966295,-1.78439761222202,-0.651088213044406,1.15080319472233,-1.99436321017685,-0.788166472143174,1.07234869377827,0.299167193731536,-0.818687834196346,-1.60341262188087,-0.595367844852046,0.553689954321854,-0.306329102613844,-0.0371916981909031,1.26094471791204,-0.205233704424893,1.01139095377353,-0.941712026694869,-0.238182866111364,1.00503036497074,0.756301601074583,1.08609546165518,2.1026816934465,0.0442389205356226,1.05921111057907,-0.0705416558006736,0.0264656412531886,-1.40098396283295,-0.698519371731418,-0.588885985689655,0.174447380704773,-2.02056398591523,-1.26336642227824,1.37960016513869,0.638705332248899,-0.0987880206634457,1.74723950715199 +4.24939829403047,1.59348847235627,-1.23981834310786,0.483039896138864,1.66835716892389,-0.913952390826423,-0.287274315226277,0.312404994137186,0.614129040152056,-0.0780482412004461,-0.769730898524023,-0.260522502158531,0.467590992515474,0.707050006321798,1.23726468585424,1.33259510479393,-1.24831579704395,1.34114089755902,1.8675922417255,0.599016742764424,-1.08289009953863,0.920545040616492,0.999769237438222,-0.0253184967587032,1.59250664449591,-0.269623668637099,-0.246917365174232,-0.56375169069694,0.0119194876682191,0.142131235516508,-0.0836337578508737,-0.960010615824687,-1.07781229076858,-0.709879329970243,-0.173574575367365,-0.0373557102511937,1.42699667829939,-0.0961364931083588,0.329153193930997,-1.08272665035063,-0.832750029794285,-1.28863490891513,-1.31455987017596,-0.258754369013264,0.83036776565869,-0.395293145752077,0.65114230157023,0.130536063056783,0.395972631512164,-0.79542024716299,1.34928085339725,-1.30285099483101,-2.00764402272031,-1.38596979300434,-0.986032688792116,1.04746474703632,-1.41471313456436,-0.923582852269208,-0.0636354220357068,-1.02009327657646,-0.61298805482906,-0.371824162038797,-0.0816086754545521,0.758044659482257,1.86348043744663,-0.402582791883441,-1.59194343430377,-1.14394707480153,1.31319985079275,-1.89236813649167,-0.383818507000529,0.855036933891222,-1.72165180829292,0.045334534250506,-1.3103112758322,1.16921419885298,-2.03663581130873,0.392980866858053,-0.170471813593808,-0.149657470879087,-0.123041854990283,0.339050998241596,0.614223157086281,-0.335236740428614,-0.623846779711636,0.601772215948222,0.813552493271593,0.77395213577515,0.421273993785616,0.134325824579007,-0.836467068916983,2.24153218567328,-2.84158985044395,0.558166544390379,-0.760911172496112,-0.0118843709598259,-1.27644799235954,1.18693358933883,0.909865957947136,0.927810199132233,0.0155082135861979 +5.44286819820063,0.516854670662387,1.76431406899432,-1.18012717392787,0.672614533611014,-2.07823365938166,-1.02602716734611,0.274724375018431,2.49691850680724,-0.689232419614855,-1.08930159997221,-1.50359284139183,1.57775777615221,0.22016399489922,-0.034628603802704,0.808199641246076,-0.914279306481067,-0.237151800021401,-1.34817012612782,1.88043677162221,0.739338349496384,-2.31095503190772,-1.90060934131921,-0.65019009824906,-0.121374615760762,-0.462657700696554,-1.78339718149884,-0.106472638413761,1.62515432854009,-0.177321349321397,-0.545709500437642,-1.34055978927317,1.28296603622353,0.728664125502327,-1.14246261951492,-0.427217389903282,-0.115981682800317,-0.876063757494394,-1.32283478787341,0.320041462224727,1.14925355594252,1.14874499428919,1.30704384625242,0.350200427413151,0.319617218346921,0.323810721043055,-0.220332222081788,-0.343465519518424,-1.54289265305229,0.278242205655001,-1.53636087745566,1.06426346106534,1.15080048842743,-0.570230945444843,0.461210082629481,-1.17008747648001,1.29642177858845,1.24504339331111,-0.795002967967339,-2.37910825961291,0.0933441401035948,-1.41502128032018,0.587012785801456,-1.19965658746081,0.632459668122434,-0.987952053663969,-1.13375480919635,0.478434634276748,0.354064685179733,-0.644412180676825,-0.570118275487591,-0.966604483700479,1.39465896763428,-0.393377463994799,0.122391995372038,-1.19795352493641,0.363150835179423,-0.347291064281251,-0.886702243854071,1.88756418420698,-1.22786606800659,0.188725671781955,0.476199311160463,-0.381399607524386,-1.07295781241741,0.613726784458902,0.614258037050164,-0.0866634355152127,-0.0672121330424422,0.0854939905028594,0.527888871555468,1.33494692755454,-0.351338621993098,0.406164934123194,-0.288214431968029,0.873731885928847,-0.95039606469274,-1.89393913906443,-1.04623942411659,0.486333032460336,1.35439497256333 +-9.74090565639198,-1.29567168029482,-0.0236798881530076,-0.663573739142793,-0.27751798802614,-0.140647123630006,1.39835918459911,-0.315442316406362,1.15526488188743,-0.703402591562885,-0.737530300591268,-1.19154648174911,1.19257919933482,0.317229802016674,0.870557707524331,0.394439997987379,0.73318039839875,0.317923161222627,1.93675480927368,0.380434358602652,0.239992723690089,0.345497801197929,0.495263775262792,-0.457658615770109,0.49962763438126,-0.839130656404101,2.18392171403876,-0.170588557147535,-1.63617056681626,0.971035466805161,0.43680137612301,-0.771410828575249,-1.98225719744085,-1.36768232329931,-0.242056490512137,-0.103305841298088,-0.601767313100263,-3.35772480495635,0.941934035169905,-0.221442072918392,-1.24684634516245,0.974373130404642,-1.30254656516183,-0.463176165660541,0.838075902338805,0.288701037634041,1.36823921837155,0.793793668528073,-0.552577136630951,-0.682477290649929,-1.64731651101521,0.670071437866044,-0.805198937933842,0.798527635040442,-0.929774888921025,-2.05315183391226,-0.145233291963675,-0.515513368391055,0.342279837782324,1.82784353993526,-3.04861615737666,0.481503992145545,-0.181444400245378,0.821617090025848,0.400937715614423,0.320216415453165,1.31389822989557,0.711181215535374,0.493868518512664,-0.755699295451156,0.36885522404339,-0.743404975086683,-0.307663249054398,-1.18340416700071,0.103285377138794,-0.733489833301101,1.1844813428381,-1.09203550174041,1.73733199565445,1.05514952230299,-1.27058886338565,0.214812975760386,-0.546703783910919,-0.704131399612952,-0.678631977262208,-0.562951403669977,1.18266936081963,0.099126176030538,-0.0360624334117841,-1.01374725470663,0.764111048709209,0.516113895767972,1.99910064333192,-0.441964103855172,-1.67308997551286,2.18292518948769,-1.11943215101416,-0.149994792177513,-1.46973124115524,-0.0116558350449789,-0.275516779356148 +-1.17806708709383,0.0546155753293754,0.199920483827434,-0.634649894213064,-0.146026391952837,1.2996376498866,0.836690245806831,-0.384367597987511,1.87487161677876,0.205669611113592,0.902150871456811,2.45707416564799,0.687808690022051,-2.30866929119094,-1.3583535270645,-1.19649879784075,1.7687343427316,-0.422384644245946,0.909853451578939,1.83527664847473,-1.09169035716684,-0.2558937065193,-0.549336689926269,-0.3577304258222,0.159126800202691,1.66496606382576,-0.0333021993073024,0.414905336641366,-0.380076700630281,0.524698639116952,0.0617021175146943,-0.242590768406938,-2.19071904146396,-0.310905534923753,-0.281643723463561,-0.791992623810797,-0.114115414795369,-0.712002717347999,0.623212342454398,0.129023310548706,0.949345219072905,0.328501634730439,-0.848623129237864,0.416009144484708,-0.570397458532614,0.880163141461745,0.212885056507294,0.767010408124596,-0.134479702235826,0.686911744384334,1.63706497898956,-0.156454780642175,1.78639733667975,-1.42470799335329,-0.402711924810428,-0.436895192377817,0.207136885646388,-1.05295409131309,-1.75025260662388,1.97154999940558,-1.39589241681978,0.806022132531209,1.70239197746165,-0.685302743990083,-0.565062365301549,0.758179826523287,-0.175235987773487,0.390541088186239,-0.48940482240658,-1.63423060484709,-0.0196138509178934,-0.803574057476861,-0.277049717684252,-0.585476909431851,-0.088409518163276,0.598437771746413,0.0873887270113476,-0.251319358836468,0.797919185585227,1.00849337895276,-0.788012064558405,-0.940269317172268,-2.32594995728181,1.38357593841363,0.0721415456745121,0.235556320278254,0.558701237230012,-0.947331001791372,-1.45461019536299,1.25612949417572,0.666472112693185,-0.884017068466827,0.343152788415773,-0.304870249476772,-0.694114024799224,-1.61996671279056,-0.162096120553922,-1.41959788358289,0.247076262389285,-1.5482114713012,-0.474987011523208 +1.18166165440149,-0.784649373191544,1.34719277764001,-0.701963031445893,1.70143183167595,-0.0293687831942084,-0.32989626381775,-1.42893573213425,-0.237557456684611,0.420175061477065,-0.349407016450151,-1.42140516618769,-0.540565676573646,-0.764126858487634,0.215011232119934,-1.0292934931276,0.0193971383191557,-1.26594751392116,-1.87040812071915,-0.823294126512621,-1.4527680973857,0.974532178905808,-0.657337469634312,0.482235442794566,0.437123423669347,0.829306964440886,0.55306493140381,0.488030131482258,-0.0655031781914363,-1.3277856195308,-0.188299567666544,0.460010575716655,0.086443393517773,-0.182634580368673,0.334158412651516,-0.741167046280962,0.049238927660816,-0.742362150135351,-0.241582813411703,0.387242997590196,-0.938140478699281,1.91164896796332,-2.1197321659119,-1.72486888255237,0.783867446429898,-1.20541449575514,-1.93919988653988,-0.675057958803407,-1.11135703186161,0.746832909996323,-0.502976851736661,-0.222541706446008,-0.069493626270367,0.405851667074729,-0.889494187151468,-0.818164201798118,0.945902195475445,-0.98059914571011,-1.18841747709257,-0.513132395543501,0.777785499356396,1.73898837199285,0.714080736234364,2.53342236830576,1.7638487342955,-0.0993130131597141,0.706469894062713,0.417608375650909,2.03661096377265,-0.121693479263985,-0.769646648801212,0.2366790849681,-0.0251708605033767,0.134177584141311,-1.45400287872239,-0.27470093477274,0.300811487057434,-0.550885709143715,-1.13054852329336,1.25074013442131,-0.311626913683319,-0.60359285508617,-1.24945546114587,-0.152904879002142,1.55465990488745,0.476731160801585,-1.73796274622446,-0.398120122581597,0.0721555088389423,-1.03925413057258,-0.308337883749261,-0.923103397648227,0.233997626846486,0.453970996185658,0.24459374512449,0.75078336966922,0.861408606879634,1.25996870551998,-1.1659281125885,1.0883394989048,-1.83793107688362 +-1.66280339204985,-1.04935281895627,0.0360734877996975,0.576850378871315,0.471357880571046,-2.23662183763668,0.534802256130939,0.963417689236412,-0.452779538268598,1.06371492649817,0.589929996734241,-1.17067119024427,0.692902562053593,-0.257215351771573,0.449079188725812,-2.96997898422175,-0.0211268075651293,-0.0848667240294297,0.14387479467235,-1.350656666615,-0.78169145663251,0.800272024954448,0.944090244320368,0.0866016018159454,0.775915270411312,-0.139861348581695,-1.22096133872374,-1.16602915093337,0.204630406790098,-0.501621533554443,0.47990287867425,-0.654014166034709,-0.682311366857359,1.84534621914864,0.0973137431595864,1.89415273823126,-1.44409180976887,0.360019200668969,1.63087507003551,-0.853253096599833,-1.00797376556754,1.77464625221938,0.154900327442908,0.995611924903171,-0.0728298026343248,0.976834879692009,-1.0952138803032,1.15225373161023,0.0915691061279358,0.438320312832281,0.495820015650166,0.632632012969653,0.93780438558914,-0.905546425998486,-0.132867829349661,0.707858065890327,1.26992548882101,1.33982591674539,-1.47721204527235,0.408742758521361,0.00176526289294387,-0.82175535554318,-0.969036839831357,1.04828546525199,0.551321153420407,0.475513347347026,1.12293809646438,-0.723176511513873,-0.428817495979761,-0.329194610091167,-0.444546377393885,-0.300938974720118,-0.713180528747713,0.648040831219823,-2.37377986525929,0.526919118805414,-1.63600566045273,-0.81097279904068,1.59894904729874,-0.789780625772426,1.35863708414147,-0.0683347005283439,0.382454311552396,-1.16917764924594,-1.54584259702704,-0.18155366398336,1.02030637280238,0.00495769257194524,0.295357169849958,-0.359611001282016,-0.994891060989522,1.02754170806235,0.490325935331292,-0.408768333694428,0.0968564056874341,1.09198902783284,1.01959839074222,-1.31052308311379,0.213503925599637,-0.655607152817632,0.549583455255136 +4.79965362600451,2.33051196240471,0.824581130566735,-2.11308037072577,0.581700078573641,0.545030066464794,-1.20725318929326,0.613781621344172,-0.716751511848324,-0.727681436456325,-0.157808385064186,0.612728840110975,-2.19404045068874,1.17174699718393,1.20446178465285,0.148736080673728,-0.20600365937507,0.497415040528646,-0.306846352137055,-0.889057835512844,-0.79847980630272,-0.473594106469474,-0.916503543866541,-1.0203198595322,0.740122153039595,-0.455594818465735,0.371614886665592,-0.50460557777809,0.525876645519499,-0.601094918370116,0.771344156990476,-0.572562297222562,-0.10357087578189,0.728317716572251,-0.140824345566644,-0.182480345920242,0.961695659485447,0.644631740249859,-0.31569168542338,-0.901345437097999,-0.994209047129263,-1.02831893192046,0.554035568298838,-0.187385451506991,0.279261220653603,-0.561376253061927,-0.568635929210031,-0.109578042860547,1.07714028548882,0.792714913398957,0.647979415977286,0.657807622359339,-1.20352115810917,-2.0994732556462,1.29058111001235,2.33881576068854,-0.208712848560015,-1.01191424557968,0.298096541868483,-0.0489023489001675,0.711190295300113,1.74748197659286,-0.438653993001324,1.33948503483682,-1.49882660785947,1.73604401755178,1.37969656888444,-0.775312968639279,0.698234665572348,0.772182084668664,0.0292289386109282,0.0190865322041942,0.767879099490073,-0.643357410961504,-0.246813307804694,0.830334886613237,-1.42830039600145,1.39993846685828,0.794280064674471,1.20894228554202,0.544310465109635,0.89796278027486,1.73377716161657,-0.484573143390009,0.40463451910652,0.277910139276585,1.85111290873501,-1.94583579868584,-0.826894732296846,-0.50852647116236,1.30965243621569,-1.11317760577194,0.812289005022279,-0.37015743958725,-0.0851961693375471,-1.47008497914186,0.142952388451336,-0.766914393028972,0.729628345465813,-0.702297920498483,0.569790744173422 +-0.0906606863850551,1.40270538286743,-1.70267185160602,0.260909682674749,0.666020696010318,0.830842052438663,0.62876731504835,-0.368554433216838,0.488934267717079,0.87370730789838,0.797873692753666,0.504072912631472,-0.954047150509827,-0.645359265523009,1.16217674209784,-0.289151645795387,-1.02953158364251,1.67471876953804,1.48358230142352,-0.160222462794393,-0.718460168273473,-0.959342642582263,0.133554560754096,-2.11373494734868,-1.35367103942288,0.373073713291738,1.28702106970981,-1.5408147615107,0.749247836634627,2.22472091927508,-0.967731459168919,0.474511983488141,-0.169058823000293,-0.568236119381644,2.49361807622718,-0.350644003146081,-0.793772911555606,1.39572816160907,0.755922208177872,1.42511711673438,-2.03866446186401,0.552070533214889,2.36972114324676,0.14616776615993,0.505845519548953,-0.105747047643257,2.96978336861726,-0.225795149519771,-1.63169816462135,1.22078018472596,-0.0169434731467434,-1.26071705434666,-0.323670946785689,-0.125073627821039,1.40071160334847,-0.656865907431473,-0.595767232311068,-0.551151654864161,-0.53521589511161,0.00880875766771512,-1.23580158005532,-0.767716411704163,1.00452521302748,-0.0844133078236575,-0.117154482101663,1.01792152389658,-0.609014044091319,0.0943096226642759,-0.25711231735922,0.927218546745015,-0.524674864484722,0.439874130690487,-0.0540751508142132,-1.51896851984598,0.560953439187377,-3.09101328810839,-0.938420640397956,1.01720941679705,-0.0723107233929717,-1.1090688811081,-2.67327231263985,0.800000059557784,-1.90671234287011,0.984181103306478,0.112936986998752,0.726586151738271,-0.0623172550443789,-0.7518397923914,-1.85226873809626,0.139920587487652,0.48827882974154,0.490155821421553,-1.24093826294593,0.359501088011747,-0.630848925961377,0.500170971063109,0.03551769791388,1.34580389564131,0.375987342967964,0.774236769115276,0.881346781861919 +13.5415108121125,0.942600850691525,0.480950155267682,1.14712719028965,-0.77890222515892,-0.497579143100874,0.576164732804108,-1.80704465956374,0.834201584080533,-1.38842423777879,1.0865618162213,-0.0336040264924301,-0.140183676637332,-1.79056185566653,0.190854336942394,0.417479874819017,-1.69915914412314,0.8786207114562,-0.978629949052099,-0.072056965170372,-0.251103709532607,-0.989347601532771,-1.13256819591346,0.475404836767239,0.0903896913609265,-0.37858168337563,-1.20194110790512,0.0743268417952076,0.639218277315609,0.0204209892249668,-0.673070021503705,0.266951987970937,1.4046349019166,0.076176164264441,-1.14745694803839,-2.19094292948973,-0.128910109030257,-0.118677739969221,1.02659133526865,1.06036382505433,0.721576257763109,-0.0421968346844172,-0.409741588367861,0.377131601718691,0.487494437980526,-1.58371065624399,-1.55466353089727,0.191630840142345,0.234797991437755,-0.326761074125677,-0.184490717410673,-1.29703407529837,1.21520693242472,-0.329355240353372,0.228342080463327,-0.163649037128728,-0.516072150964076,0.775609649045626,-0.11729113046687,0.79303402571127,-0.340114809144023,-0.289331867408585,-1.13204350880825,-0.379135797256475,0.0315897696523698,-1.29341867868511,0.75241926043723,0.894839715085101,-0.644140893019812,-2.15797207504452,-0.156399798870341,-2.0983281900221,-1.20294746140645,-0.394192552010925,-0.379611245719168,-0.364912203758424,-0.572191194839975,-0.0696697096462229,2.36841887741326,-0.0536263281926925,1.71139934344685,-0.236482758013749,-0.323163643386981,0.264972009282786,0.329815154557171,1.08134479279775,0.850156269924748,-0.736138170339333,-0.716416262754767,1.19404019285744,0.219445224453762,0.170796660845362,-1.01338437017667,-0.20104869328926,-0.159062661016076,0.108629623225374,-0.901766679920726,0.703995686325044,-0.301939307159392,-0.649295244799074,-0.765763594113623 +16.9818598023013,0.82625828715243,2.48355008932625,0.0147936485562024,1.16332484782536,-0.601027404256258,1.23622387908971,1.35543844331659,0.925864815459635,0.310031749366831,0.8349570023395,1.06778841116665,0.367150280498896,-1.07978552468131,-0.559199402522627,-0.0779511093124028,-0.672123269347973,-0.265201785109153,-0.864351689453781,-0.698292480919823,0.90160984079657,-2.07800649980206,-0.342047623838268,0.855625574224684,-2.03718225194198,1.28229441807631,-1.06041046553149,1.36017852807546,-1.7025907159882,0.449181870312489,0.242577478874255,-0.361035268613876,0.13159096934939,1.10503038442941,-0.443050142781451,-1.20641497989683,-0.599314280988082,1.01812801879368,2.09301490680519,-2.18618991686646,1.03503588742059,-0.705934971870177,0.875640160091408,-0.625664507027333,1.0780649356043,-1.65028465173473,0.494253347566534,-1.43018666596335,0.37508886332903,0.128478812059706,1.09863023445745,-0.462499111703606,-0.0679999065351589,0.458516287740787,-0.69921495955764,0.281386409869517,-0.863496386724083,0.376170163895958,-1.27598667963576,2.39264840857709,0.215006441640451,-0.387971756117266,0.470400936126231,-0.461260239748249,-0.223661731972042,-0.328242980758308,-1.2270555904659,-0.106963022623754,-0.417223448837855,1.07731201052332,0.278695788567814,0.327114503835279,-0.885617489146326,-0.849356113377155,-1.14472402694666,0.694589254623099,-0.415850469248283,-0.260420822691389,-1.48281308589634,-1.35940387532564,1.23437879245295,-2.00464647990498,-0.990988063222036,0.763618390725164,-1.10357962108406,1.71058764630398,-0.40839348335462,-0.599608245018229,0.601508704753941,1.5398800934669,-1.20012216957949,0.316092897995078,0.399303390820592,1.70254935841544,1.74253009087544,0.804816943902061,-0.366148458139302,-0.679513763427635,-0.420404419633443,0.0507962372413256,-1.15149817327581 +-5.33982052122394,-0.811540490191081,0.401364987505605,-0.311739243901957,-1.96454419520035,-0.512197814083257,0.475539637979171,0.445680166114773,0.943155152135134,0.190054214451538,-0.296865508488047,-1.08436433575367,0.0558580625514391,0.714448807495777,-1.18450209696377,0.679945791706844,1.82496444233573,-0.368942366325874,-0.864719255781193,0.675133984923037,-0.537177192425327,0.818046250794619,-0.998091210780227,0.501315382197311,0.592318412962079,0.919545625333752,0.22876835615697,0.468299445185584,0.897933962614633,0.450326187701918,-0.611007279046554,-1.23288365439145,-0.486306391284177,-0.458702432397494,0.722647436089796,-2.07439181751733,0.0314755906079925,0.8953491794158,0.0911878193160373,-0.95206026186539,0.3986541834812,1.64854404583614,-0.525368027535921,0.561778558299387,-0.780687163841013,-0.0850464507255672,-0.17026654633654,-1.78892128632737,-0.0987840791016224,-1.0357783760223,1.56148377472848,0.454180841698014,-1.61965316491343,-0.0668628928907031,-0.662178654756328,-1.66387249161401,0.322995690008331,-2.11429164296167,-0.477201859912906,1.22507936603819,0.784466678427286,-1.27689518484946,-1.38514899399173,1.5988331038876,-0.870185977852245,-0.932252711333716,1.27611178613564,0.551093344610359,0.751447011994073,-1.92346289504053,0.453352311186325,-1.00311384014233,0.02220321671288,0.0995349914159623,0.229644699698393,1.35834438206509,0.708254359304504,0.130781883110428,0.444777419928825,0.0902169371658214,1.28595032753757,-0.295877908396742,0.0459578229796083,-0.550570159100538,0.169246957543096,-1.67013346784578,-1.86359022305937,0.549072258345169,-1.38452576138449,-0.0894685856936344,0.801328350936982,-0.456797143050303,1.50998528665048,0.316160830108362,0.118007220244166,-0.727367868811315,-0.115670795024913,0.677015932102577,1.05242453895361,1.24308845958877,-0.134229509996257 +-1.78180263365464,0.476248280753654,0.215177170747045,-0.956196108104157,0.769170668260007,-0.00493237975734888,-1.54714748839026,0.164794791470315,-0.560074455140306,-0.163804703650924,1.85430135120002,0.565755522275279,1.85388686032127,-1.81294473383259,-0.112966312972576,0.15098857826032,-1.52664862429302,0.0474165806822011,1.37093754143609,0.995128598318977,1.26444164985164,0.816389424497437,0.618073107523146,-0.0373646625571663,0.310890737203496,0.9865423337862,0.829736379825167,0.238829707128144,1.26930996719235,-1.17182265916062,0.239618948887494,-1.38160164309518,-0.851983222090995,0.394499812479891,-1.04039072262314,1.46565445507108,-0.440271009647082,0.537187717464523,0.0227086885605002,-0.511290920047706,0.971309112609987,-0.794697511544143,-0.259916632617678,0.540837365667215,-1.55222640785873,1.25864930955233,1.73848258908457,0.115400817079686,0.801707214964554,-1.21835992343236,-0.0213398226663255,0.12553140308742,1.29201088335866,0.468960582749773,-0.401781863977984,1.03846519012138,-0.0269500563535055,0.107324631523263,-1.11200491203263,1.26373509348761,-0.401834595731896,1.25680062179904,0.12102116493653,1.28633392288466,-0.431354875511456,0.355889973863996,0.810118469739942,0.596640087458979,0.324795622822158,0.0204989043985135,-0.0721284360705568,-0.129997449970595,-1.99603231338254,1.36509823594964,0.212187664896188,-0.161490105639927,0.293005431931145,-0.184266535123927,-0.98333154277312,0.433043625865264,-1.57783878950203,0.516317600620531,2.68329683877607,-0.225847496163892,-0.916216483706705,1.43342228047679,-0.885850689267309,0.122860976396137,2.39651310047321,-0.400782366791891,-0.780417563809056,-1.06486498071518,0.534366575775052,-0.84946596742708,-0.76149767277718,-0.119390802695051,-1.12609891455595,-0.252820586608052,-1.13453219363832,0.309343710363384,-0.0246882550626439 +-2.27633318594586,1.02125840748109,-1.8157123529028,0.473413758540709,2.25977199341018,-0.0971479127091374,0.0554687978896238,0.0299777658780464,0.687699284289659,0.513490584493947,1.29833220197764,-0.276090810137596,1.2334889773664,1.04816889489924,1.02924678361204,-0.838140625939559,0.611491602641798,-0.918326904683796,0.187687669424853,-0.159759705563236,0.337677623309874,-0.905158134266286,0.245516201454185,0.000776485444794585,1.19687907254242,-0.315930228241391,-0.393263915415251,-0.593246568090549,0.514298228673276,-0.362174877096488,1.35289579644461,-1.28362873988771,-2.31074527502764,-0.950751381787323,0.784217970610233,0.853648718399799,-0.738676666237681,1.1984917095053,-0.0705338471270609,-2.02453810299861,0.183628229274229,-0.645275006800513,-0.0301796053863517,-0.508747183443735,-0.0880633542252946,-0.250090867911199,0.511905635911055,-0.0499997416792946,-0.433322655710256,-0.907252324816031,-1.02657118810317,-0.555451490661032,-1.48112608314103,-2.79270027517899,-0.494762083592209,-1.18756012495778,1.83036584376349,0.482384153869496,-1.00068030972032,0.21713430704079,-1.09549163690177,-1.66985855001528,-0.875572942496246,0.499898087821291,0.389075807039256,-0.724478276333019,0.992149999201925,0.615782824858699,1.22296638768517,-0.246889762839129,-0.162517473858795,-0.0691672984729203,0.689713029368249,0.142339404166483,-0.796769770200539,-0.71220743752261,-1.31385769997217,0.630224147655727,-1.21924705825778,-0.60006654207032,-0.761112196976587,-0.973754259090164,0.705400824082496,-0.0337348190268072,1.30681154182547,0.391388615890979,-1.2912753433803,0.485843284579202,-0.0393937006915983,-0.0338663014714493,-0.955678599792267,-1.54816530983405,0.733960421270331,0.266809448417367,-0.436008361159095,0.772035788522293,-0.739744808161942,1.33599095561577,-0.756870257376924,0.270759696610753,1.68293805421658 +-10.4464098612039,0.645383074206077,-0.911739424232877,-1.51386407967723,-0.477272291383015,-0.0240353972755118,0.680062090936776,-0.676112913701211,0.219825420335654,0.900096290878568,-0.535241098192991,-0.825708875887398,-1.53345782563624,0.20271586719381,-0.687589335177104,1.83286889219051,-0.271248845751939,-0.748233029251953,-2.77424891762585,-0.846555577640433,-0.0547499909125068,0.592262636758676,1.00719557692499,0.144248617043961,-1.58665412406568,-0.23554203845811,-0.587714520814017,1.28287266950855,-0.339008174614363,0.298690685485202,-0.590724972387008,0.0109577786329394,1.3639569637227,0.690309674906048,1.24706013438398,-0.567618483017095,-1.63836963424595,-0.14606506565717,-1.04603181278538,0.889892749117138,1.66139725905032,1.62101297694531,0.148258404518873,0.0813393504142864,0.225790612040806,-0.0134287368772515,-0.959758670818077,-0.553842860383564,-0.211698872639162,0.0990514528278717,-0.466506956625086,-2.50069107133184,-1.00241423539535,-0.196099525965024,1.38219841409389,-0.0872576498469011,-1.55122138837639,0.496547174506775,-0.0438648829700029,0.230814390323837,-1.72007342948707,-0.194444462025531,-1.62137604678086,0.0642926410908525,0.856402815406994,0.674739022894211,0.863276626238022,-0.232721378052875,1.0482670305507,-0.291007453207697,-0.283474591518498,-1.01952002780258,-0.354371900848255,2.12110371639787,-0.263464355059689,1.38477732687119,-0.210014251295961,-0.413829138770455,-1.14026776135056,-1.08280872278698,0.92629650398459,-0.0933705717795429,-2.05907565886894,1.81754583871963,0.2744460313009,1.41602851271792,1.09653006968238,0.341228552864859,-0.177624662880533,-0.334460534633143,0.897881810497473,1.14585429642252,-0.507462771824896,-0.64802413899045,0.567170214716558,-0.150604409178104,1.59472075635336,-0.112122317803277,-1.2407744758095,0.0197237907736772,-0.224495801687736 +7.38779986248822,1.04314355155144,-0.0490446908536225,0.164280997670587,-0.102580508795901,-0.127390337614326,-1.35020156979313,1.13604965148959,-1.0052373892749,0.119870961743243,-0.884331318677036,0.490220536519514,0.0704556078430764,0.281211359011229,-0.349450308644348,-1.20977207624095,-1.33408868686067,1.56687324661417,0.0179625176276775,-3.06828206384738,0.418238648831697,0.714548546117131,-0.0603442546090456,-0.449005965773432,-0.988846350704818,-0.719989118497427,1.42231905177148,0.0239336339800538,0.732951504580866,-0.79432536525022,-1.00147283174936,1.26635916271456,-0.416485400128885,-1.58408508308421,0.326030319664564,-0.0469467097807552,0.255584727433431,0.62632707097213,0.970005115661973,1.1405838616116,0.608779403479882,1.10199761323031,2.20784316968164,0.872435703051229,0.768186038980518,-0.368884366135281,-0.260313552354184,1.58047705779933,-0.00339224913688737,-1.0971973386639,-1.04546792151133,-1.29228978014542,1.44490952821534,-1.49065357942173,-0.278308625429545,0.737614339863974,0.0534917200879959,-0.721886632058288,-0.251428727942369,0.846463445367954,-0.00408802851330081,0.37900050109611,-0.752378812083036,0.248676568799561,0.879561791174362,-0.000638698421307296,0.58533887234537,0.651055496881209,-0.664483617903162,-0.349541418017539,1.35442940957075,0.149320312945499,-0.0516712772515045,0.0376972885036414,0.109931307792049,-0.151306630827767,-0.796424537236494,0.353284073798816,-2.41328081123691,0.883050250797222,1.83191089180529,0.683945624701881,-1.55697649947638,-0.984833962722519,-0.888198756082314,-0.51563154645014,0.471079511288591,0.228051956226952,-0.0443593697992154,-0.854792069399424,-0.0694388143784894,0.637037645991432,-0.381819939273248,0.396347345771789,0.761507097635532,0.998112225559636,-0.131411499426066,-1.94978782121894,0.0762588320324394,-2.29961449376843,-0.811804324434322 +-7.97236417608974,-0.304369112693661,-0.405387476681813,-0.870865218565352,0.368696176156456,-0.131885620363053,0.245102444487368,2.16933212747923,0.373101163588465,0.941527406809327,1.86103301352516,-0.926531861094747,0.624654174666826,1.03205800807302,-0.147656106009557,0.377401902245773,2.34545382222571,-0.676873287061874,-1.56251323388557,-0.307293526977768,-0.925218987665744,1.3815417920229,1.22399612575605,0.559679019498717,0.908024215500364,-2.43292079831763,-0.485235354596168,0.580780672051954,-0.49217562008695,1.88750742500963,-1.3344589514433,1.23754453894742,0.273919668443872,2.20012547221763,0.207742200690848,1.71296738852346,-1.38965458526208,-0.891243845737801,0.177840997734142,-0.615078424002218,-0.55173138219374,-1.41466944610356,-0.580509676352323,-0.993539915647006,-0.116321779585564,0.576346296564299,-0.542994560549329,0.0307696521502477,0.772462969691308,-0.399845970107163,-0.495173878258715,2.18551843879027,1.33950241923252,-0.955380079750353,1.16005864515751,-0.577486807269829,0.563188570640034,0.201451618351719,0.74107022454544,-0.193550860007703,0.355885944575191,2.10903459550853,-0.611018636250477,1.06224032062148,1.97872860534677,-0.453519615588624,0.106237056530459,-0.372123811445249,0.55235443896114,1.39997437649814,0.367456288070468,-0.428770989968134,-0.567814349207508,-0.245809384715392,-0.981629138671876,-0.418041771857996,0.975998917837739,-0.375041713212783,0.97706761701382,1.50004743118106,0.489264990939869,-1.14587579046896,-2.9962952101737,-1.05224609245296,0.0843434423489745,-0.530686685980471,-0.69122507192426,-0.813917318336749,0.156326319201105,-2.54072765488665,-0.33338623177459,-1.45565813475698,0.290448517263209,0.59498443853414,1.55367477551015,0.397198629912846,-0.954999709580457,0.000859329031427088,-1.51485858027664,0.512402091323625,-0.889530238703179 +25.3177284984408,2.47711091696297,1.13038179784685,1.59332899431659,-0.535432993982554,0.453742255459208,-0.30734853595201,-1.08901928973116,0.469391569129991,0.515489285009958,-0.270592091450503,1.60254989142619,-0.223982210338797,2.29387855362419,0.427033657330538,-1.07929478029014,1.23433700190233,-1.64039631966703,0.654968765269946,-0.848014869546675,-0.541994400470456,-0.486275989130867,-0.0230371249369626,-2.6535399165163,-0.64940009220176,-0.438538116431374,-1.77433475107151,0.0219823702704115,-0.189167284340289,0.588187897638789,-0.753627015975954,0.110307812688159,-0.354279746992822,0.818856150103985,-0.129065449272295,0.211953135250666,1.16195582776499,-1.61102563033793,0.0414183182844686,-0.261923121449144,-1.1976177989142,0.81083386500536,-1.06967369623936,-0.160481733553637,-0.456185369363882,-0.49651398094688,0.311810362926496,0.00631751040099711,-0.208757835850006,0.137427632654721,0.114167118971598,2.27972049473137,-0.254708078011688,-0.695972292896936,-0.720915482500522,-0.023914501821773,-0.500018610141052,1.13978118446081,0.192344452736618,-0.439478752590408,0.746476434108679,0.320298562137568,-1.8274527356169,-0.878043980012868,1.85786710505978,-0.217701744261358,0.410324282402197,-1.29796363997069,-0.685002013953463,1.20652679529124,0.262753753089132,-0.358297923166161,-0.922417882311177,0.370643884412071,-0.849351544069764,-0.350158310063643,0.792929901808849,1.2466319850615,0.436437964131248,0.580525498185106,2.97738599353497,-0.765177055938823,0.48081777570652,-2.17332063578823,2.0900233716505,-0.542647362179924,-1.15538199422432,-0.559757083384594,-0.665345314257119,-0.626211714214246,0.346591147652651,1.26051930963495,0.08233796895626,-0.423502299714787,-0.325486732599354,1.44187992897979,2.74748630163075,0.831675125529288,-2.73031576676946,-1.07864714462901,0.694889869726193 +10.7186246071115,0.971220673037445,0.815464735072572,0.646597522791782,0.506601941315226,-1.40633583435868,0.731364566537447,-1.10272609747138,0.0646260775971036,-0.554761433744087,0.585640905630645,-0.860891020026199,0.351170646069845,-0.0592560273875868,-1.48696990946078,0.0131917858307359,1.52505789994092,-0.543869979042951,2.35021978430152,0.984247516153845,-0.0856552702315856,0.337212146169791,-2.03966604663038,0.0481704153088254,-0.483290589236804,0.831543195019437,0.421192660164305,1.49370550388205,0.544156546645901,1.15567927899971,-1.03551501093753,-2.38190961459487,-0.380788638083575,-0.0756278396268802,-0.394581371804289,0.13357554475824,-0.228146345913542,-0.581027643050812,-0.235696779494386,-2.05367014194485,-0.56123838009713,-0.125202996655577,0.253574329788397,-1.41818166036148,-1.33851748378792,0.776777856445163,0.148489257141333,0.271710359967031,1.97620108240432,1.65546871242803,-0.806722982435416,1.19363324607788,0.666152510782324,1.36946972496502,0.548142136800206,-1.14483451574784,0.395046629291103,-0.915570627419043,0.695663919322482,0.283499799548022,0.801740491334962,1.5656524398375,-1.82786221901687,0.429643958271979,-1.07159458054116,-0.558050976899837,1.59097440687694,-0.24121493227224,-0.2478494698697,-0.954835123351512,-0.418914959922932,-1.85443503558016,0.367247523014503,0.296017662484541,-1.0422055531648,-0.757330321200568,-0.182126231483633,-0.415284752085073,-1.19493682590005,-0.720251881518454,1.03602671887376,0.592719399808253,0.0154956742324634,1.58983504359906,2.35849576727777,-2.1251672921059,-0.60524698322125,0.898973975213329,0.810248599346941,-0.686687398967469,-1.72295386533966,-0.0184239076613676,0.425141136281135,0.460120169771276,0.209060667344016,2.66350695158578,-0.20916721984041,0.326601661592156,0.789947856976704,-0.188359652960366,0.694544974817631 +9.98018624907782,1.86709918456672,0.0764175190481425,0.357369685182645,-0.150557097589785,0.210930786953303,0.201381806056948,1.3026361736082,1.00481544153691,0.77237690187241,-0.57705777451534,-0.365513266132811,0.122204457677413,0.41140135589033,0.558629046995213,-0.0962640211149256,0.581108801673337,0.800526280833942,-0.560182619980149,0.743879779650814,-0.0203971465329966,-0.645625377377398,-1.37695318912014,1.28442555907957,0.537270015462541,-0.101161649246299,1.44855365331246,-1.67062652708468,-0.701439205169098,-0.874387776351248,-0.225655764053199,0.674144155590146,0.310742306731041,0.281211529280795,0.451823618496431,-0.130548047322414,-0.654123739567867,-1.02983546186307,0.911043567741969,1.64259460017328,-0.10757660231226,-0.652253716057984,0.128648264499803,-1.66245450854336,-0.383289338487612,0.0136625677778173,1.40308218147661,0.316350194042538,-0.644623047073823,2.84568864837523,-1.70126401405916,0.113777889483713,0.455906638210776,1.08156579427607,0.39372095751862,-0.618073579041817,0.911977404403355,0.649716151880599,1.38397104955723,0.828362041952412,2.66481972022373,1.58922939719135,0.514456389824369,-0.507906804511295,1.68364510662606,-0.575897412416294,0.23331994679131,0.247629421239923,0.69428566242693,1.05224498712709,-1.22367909020757,0.164834515760931,1.35993049286225,0.384204263559804,0.415207190159771,-1.41380385435957,0.188554928617732,0.289608080877906,0.634621322067716,0.133373495674658,-0.152108706215089,-1.89856217467573,1.07592924647767,2.07150458619742,0.271398327683617,0.545943806127654,-0.822814256119864,-0.41188460550932,1.42264773715191,0.245808565859065,1.39828654651391,0.100172873184785,1.13220179854581,0.171575302179423,0.666444197550827,-2.92841135950507,0.590764991111463,2.03273148613825,1.17670691106883,-1.7023189965958,-1.01156943446837 +11.3039284003409,0.672042469014787,1.45374735124973,0.102393063199646,0.904243556201491,0.752336089487975,-1.57546283286894,-2.77832551031467,-0.373829419912398,0.743596307802129,-0.319014908963697,-0.0063319207701284,-1.80355741947249,-1.27924167964432,-0.235439675631082,-0.500069378562987,-2.3611002154132,-0.694628676283931,0.101989478488531,0.0272461396138034,-0.559597804023691,1.43015673240866,-0.290606660617095,-0.461560919296712,-0.514664539059651,-0.179945673908593,0.451825800864283,-0.440276047790991,0.281923275335301,0.258656813944025,-0.794256839531355,-0.105002885342483,0.793401910132329,-1.3585075668971,0.728198299474904,0.91758070609934,-0.773419935770594,-0.807551110004272,0.528377276983268,0.90017574970408,-0.41259725091562,0.91612500016588,0.348137312985972,-0.0199026397915863,-0.311932856265393,1.84094433745336,1.55151261089796,-0.00578186818081071,0.409751038432918,-0.514050421105007,-0.296164469481216,-0.121157893070931,0.81419219239282,-0.039971659387492,-0.27293341267871,0.820665596016867,-1.1910456755478,1.67252599451698,-1.25774074067619,-0.346185511213407,-0.418926507613662,-0.172716926857555,0.709575788371599,1.56956252109941,-0.423318892789317,-0.709314375050348,0.0657358603015434,0.484603475397474,-0.717806065815502,-1.63591681495127,-0.347734858945086,0.795855792704105,0.980490556427462,0.226720753700535,-1.16443713885167,1.54502126041182,1.82686741673882,-0.0970776169801537,0.359360289148919,0.856751568469742,1.11234610952383,-0.387474136158449,0.226174800338631,0.470367122429866,0.73598280223217,0.21550759056718,0.397198783947019,2.36021371926497,-0.00656340807052071,-2.38197902047466,-0.0988611885481933,-0.713490888632691,-0.309505318268181,0.511896314535818,0.403808572209369,-1.28698115781246,0.284908970097843,0.641802920282337,0.0701459822475951,1.04567374079389,-2.16103114313916 +-4.64152088074985,-0.307953380837338,0.374121083436261,-0.67526682519505,2.24203613746722,0.138379546739843,0.0235387774392653,0.341311560625632,0.936108504080527,-0.589652483851754,-0.314025132783036,-2.38053077692356,1.00149540104933,-0.426501851333175,0.215797961536886,1.12009717844574,-0.0768439554879483,-1.21827015500706,0.19535999999379,-0.486786795022441,0.554836578075976,0.308538089223252,0.711085675532915,0.100318788613909,0.595329490060589,-0.360328186573833,0.461177976181972,0.367741465116536,0.37556091148523,0.0584444913811801,0.688836309848471,-1.56262817344001,-1.15527925703486,-0.767093631820511,-0.10272820274492,0.897344583605636,0.576799541980643,-0.16270516119412,-2.75470244148869,-1.31030560392764,0.912290553452548,0.700627340753591,-2.38719212235299,-0.178991205173723,-1.85956684016831,0.31202131621059,0.105061572166114,0.18023356910248,-2.66077606407349,1.1657441675148,-1.24225171122995,1.29173361602157,1.08023475096398,-0.650070767502019,-1.52149756116439,1.05886368922999,-0.834638217642375,-0.666916093417781,-0.468480037381188,-0.466147071333791,-0.323352475642502,-0.232434054890352,-2.1439157135973,-2.6397991932013,-0.556713266107807,0.0870887353636158,-1.58131923754896,0.272661558257081,0.250575213164023,0.139633160206847,0.772504002850647,-0.589871147563953,0.0837818674813837,2.70349876633909,0.246164879166587,1.57957930903399,0.100784200966748,-0.41704606698482,1.38478609527183,0.766711324517084,-0.0525869084552011,-0.310960254608806,0.358850439133994,0.177804560022324,-0.471201526013931,-0.730635061993907,0.224870460646494,0.566122803844388,-0.671138135044772,0.394852941187723,-0.57190709243633,1.58593987401612,-1.37247288551269,1.72285284528237,-0.188778758933144,-0.153759610531274,-0.275806423836985,0.690949341791228,0.183808307579516,-0.329941880221922,-0.0747329783133737 +6.28894653715743,0.536523716710872,-0.170904055752574,0.972085023739425,-1.19512289061954,0.159680012366336,0.801641111029374,-0.22354978608396,0.844988588944067,0.626300197611125,-0.659338640685932,1.52081963387357,1.1992198328312,0.849957445130861,-0.0717434140692806,-0.723007719260849,1.38042639190707,-0.472641433978687,0.25764373558585,0.143642006439012,1.18062940865942,0.278931704829655,1.45710476343204,-1.11349388026224,-1.23719225736758,-0.668160152799463,1.34839006989454,-0.217818244292422,-1.14562056405615,0.822544348231614,-0.788063952538943,-0.600812425138197,1.6705442311768,0.535221510019747,0.869863841662819,-0.072716858447199,0.699687484865618,1.04308990056184,0.477067269337355,1.68058340107547,0.234000106578103,0.378596533817351,-1.01848804084702,0.282928183715021,-0.975675105902791,0.184046009961766,0.23122694453051,1.49020257221669,0.104740501185122,1.03979908046047,0.521458504274068,1.61185185462121,-0.72775041979099,0.230329457706511,1.07796820289817,1.05317310026292,-0.860704077169127,0.622557761731652,0.600235234708987,0.434303735272529,-1.22768128373388,1.8202714431597,-0.51014301601424,-1.46472286698021,1.44654129216053,1.68197002908613,0.249561032391528,-0.436432674919408,0.782693342123835,-0.421772958135486,-0.774090912228592,0.245518424197613,0.147389005328035,-1.20553939469788,-1.37234000918184,-1.99509821514063,-1.42446130690987,0.373494509100095,-0.420274032585857,-1.70033781595901,0.0174121538704207,0.929803216318974,-1.46896610867712,-0.69038593288628,-0.354162475176373,0.529295897383703,0.236386852376181,0.173805045963312,0.972728169356564,-0.667105634417892,-0.616769094952956,-0.716349371930738,0.211900892173624,0.311854124719855,-0.221132478493677,0.980721200260715,-0.456218968177779,1.01064341675114,0.652205924706601,0.590274313719861,-0.0775226149554576 +5.92340775548285,0.824870065351676,-0.502212811850508,0.755869929249423,-0.418522566091345,0.228435318230386,-2.55562737471212,-0.198771595185693,1.09265815925723,-1.87636574262261,-1.22315981348816,-0.619902119718326,-1.42600469004381,-1.80301321221126,-1.6511812686051,0.00959022762093077,0.00143238606411348,1.21753734771838,-0.478839921873459,0.261067964354248,-0.969743115549175,0.228292155206748,0.571763475378945,-0.0261637647844682,-0.95048170572338,-0.361833411647274,0.449625298007934,-0.616354424644092,1.38976054671192,0.456708593820783,1.83803577897405,0.228182516416028,0.109682813432847,-1.48663350111862,0.491677653828187,-0.424516702699896,0.573592359954587,0.636658151735331,-0.164906103962788,0.92447185042688,-0.842520992611649,0.562247130771957,0.42787768968478,0.12345515623928,-1.61479529775552,-0.0182971985173945,-0.514622360935309,1.93421214727546,-1.07659686397677,-0.197797119996578,1.02719925495401,-2.25871633317577,0.391682303822578,-0.0487877582072714,-0.0140922661644486,-1.93935733539869,-1.6319121526529,-0.368872404757035,-0.0919060776843392,0.969609070333232,-0.0653100092217537,1.19627606814906,0.582889668382773,0.357758407381796,0.682616043989778,-0.221327104452494,-0.66552882580205,1.65190914221781,0.646817059258841,1.15254873368895,0.642700083088659,0.949608205674346,-0.17554369279937,-2.42230152722842,-0.27744176370793,1.27864258385541,-2.40794782208424,1.23731032487975,0.212383786871939,-1.1156637306375,-0.839103514193072,0.593639487361209,-1.19608746201097,-0.561798192319748,-0.0405923771259934,2.57617826095104,-1.42487266409668,-0.331083012659309,-0.169008602270954,-0.445467578737315,0.894424984752513,0.971155271689986,-0.851832426113101,2.5699594033645,0.292971056163501,-0.191828100617431,-0.221140621925072,-1.05174060517994,-0.775824688291352,0.624667275265928,0.50962656799979 +-5.07621270524934,-0.963901479013802,0.543522107940633,-0.428285623067143,0.798251394698956,-1.16278371681341,-0.526910680949149,1.63330267976011,0.62924459833816,0.139846103375189,0.109204125634682,-0.484028904135812,-1.15418497366989,-0.96955396616367,-0.733304145196212,-0.628588184977706,-0.390438590067819,1.225465622072,0.132821752018746,-1.24999029413128,-0.286564684337434,-1.99336453181168,0.541355562614275,-0.781000859312611,1.24559102786038,0.239828059316362,0.665276643032425,-1.17266134773681,-0.478474137454336,1.09663041619604,-2.56241991941222,0.729509588164707,-1.38075932132711,-1.1606217415408,0.163694346166846,0.218514402044418,-1.15948150663553,0.325014896067287,-0.356636021885014,1.10864563349143,0.843790354492196,-1.17043766629504,-0.966541327664228,-0.513946749085618,-0.869927133040199,-1.36287622528953,1.47501187253427,-0.720326717009905,-1.05020460258196,0.462188026430509,1.34973528132933,-0.816859921187886,-0.490057595516407,-1.51749428477295,-0.952084804964607,0.344659959797897,-1.59003680132916,-0.0389879977884343,0.676057684726675,-1.53816890878419,-0.599080993139627,-1.39279564803363,0.54283187452168,0.968149628386516,-1.4819912730775,-0.412856636667406,-0.959596750361014,0.131207132517443,-0.807813717325179,1.57816957401583,0.539127118160204,1.99683989392942,-1.48071583175653,-0.637434483757016,-1.41164969872746,-1.75002606333409,-0.448631874305034,-1.03799588287638,-0.446602945293357,-1.50396130776396,-1.88831118352192,1.05470218785182,1.64980572257903,0.0879487139969984,-1.48602421017241,0.00732609517135422,0.546627434100581,-0.880459799884615,1.45048546019555,-0.632082190316718,-0.788364649028333,-0.809536622836061,0.398168915837695,0.80905568093393,-0.771368554601787,-0.457667030073551,1.96599011187805,0.244064926805925,0.0303172037856016,-0.352575741935069,-1.45851483774831 +-9.88328344212061,-0.855082511099791,-0.505186002851623,-0.713924763715124,0.49817216339198,0.854658519406795,-1.31285889063513,-1.86962151313391,1.03723457827919,0.240304173890825,-0.234407400094629,-0.926160966588346,0.195879382958877,1.65067878778122,-0.001886288557124,-0.504443449644127,0.43182371980981,-0.532487614652709,-0.529236442846417,-1.55257237946454,0.850792818658572,-1.50017813870525,1.4303151406204,1.41748027844197,-0.843154530277911,-0.694779265037183,2.08576692204074,-0.887915887068782,-0.543914024563053,0.162203686707886,0.963268689134208,0.364541727872544,1.05194461133951,0.535851775313679,-0.560166637406193,0.518237706452226,-0.557425780800208,-0.618084257907364,-1.08742040545767,-1.28040721884875,1.11926899645514,0.226921233002645,-0.515171996364269,0.478839557700892,-0.157583066313049,0.16084327859442,1.46743441309509,-0.367629145616394,1.32940181987815,1.80552053428058,-0.859857520489845,0.32529314038264,0.647680671725994,0.0937483536308711,0.391699612127868,1.16748889537019,-0.451637986401676,0.0820551088809752,-0.738965933817309,1.33138543087722,-0.64794413537893,-0.765350315625741,-1.06952000543152,-0.971010794308343,1.66145303537486,0.128403004147018,-1.15997873635075,0.353340454244028,-0.286814282067169,0.354747684243793,0.720437947641082,-0.304713111433939,-0.392182361555588,0.192661417013688,0.416373532474661,1.34225673184422,-0.654647049872763,-0.0747015198796598,0.0862955532682969,-0.0933502043239739,-0.486612261297225,-1.56712364825393,-0.651018076962556,0.297274578645418,0.320847568445067,-0.238165040895595,-1.16951414185959,-1.9943715680541,0.25936299569386,-1.31004349900379,0.922429327944017,-0.446513806222963,-0.288793563933402,0.383358211325688,0.257613088854741,0.719415562693135,1.20802873555516,-0.296668577106158,0.0392889243793207,1.61872379612599,1.11408490451982 +12.3449576224906,1.88694694202566,0.786795789402013,-0.190384065567216,0.11956022337119,-0.242095878590998,0.800861346328534,-0.250088846832421,0.870617069223843,0.119981971277342,0.161944646775609,-0.2859256147179,0.489033101349929,0.665956923522699,0.700392753856694,-0.0859780511556318,0.629972931337979,-1.60106275812488,0.44261124986252,-0.624421470468245,-0.171405773504695,-0.651634658085591,-1.77328798910173,-0.42742062476938,-0.425433486335442,0.814134396511187,0.400715948889388,0.294267271102169,0.246038815262907,-0.17829286698018,-1.55946642376118,-0.637504516416125,-0.617644634892508,0.493746148153043,1.8135768994891,2.07742264065894,-1.25699097600329,0.2265594450882,-1.30699827279216,0.377082486325849,1.48000139855743,-0.150215166587966,0.691980773404429,0.967290200559604,-0.154833069359658,0.379686626116044,0.725243345863843,1.08611232890535,-0.203368886764014,0.716010702826496,0.317766915136097,-0.691037230977536,0.640867352682335,0.651467353859618,-0.240275295466807,-0.78074939446195,1.08489233506088,0.605294387678137,-0.286249655049263,0.501211043294463,-0.826343411490448,0.552135128774362,0.616793559901667,0.416649439428959,-0.639800171239253,-0.568168406448343,-1.55166625141986,-0.735872481637527,-0.229544842304998,-0.233773079050149,0.271465110382327,1.65465196545474,-0.415773324638037,0.310817559823231,-0.261742207265737,-1.9521062590095,-0.178990656459037,-0.326291573638332,1.11005106929228,0.388611766604901,0.491571691367462,2.73356107304747,0.771216983184295,0.172731793400635,-0.397278044687575,-0.226337099638056,0.0930458414454644,0.764237641908072,-1.4218634984666,-1.21430898636223,-1.35128767653669,-0.639557384627041,-0.698511972911706,0.539874166654383,1.31238434407487,1.42412099437928,-1.2297222324592,1.08756160300957,-0.0946131335212764,-0.183901509985924,0.124444791764478 +1.6799550247583,-0.391819371995182,0.300949401608442,0.399864811716241,-0.367202719244542,-2.01599542236092,0.713100770525419,-1.37075933382291,-0.627408385081134,-2.01171066394144,-0.85590387566537,1.58779536109287,-0.0301505554990925,0.361114644091802,0.785836536099724,-0.203284545542161,-1.59038903758595,-2.81050337306495,0.689452507772513,0.622722310559225,0.511891811345361,-1.73156034235075,0.819141513531169,0.498590367240442,-0.848558340035549,-0.427324104680642,-0.889412464940309,1.24751610754086,0.0147344472286727,1.99873573787803,1.39808346692515,0.760274282248391,-0.00746537086435184,-0.631465653842043,-1.85658018040218,0.158136377281664,0.380448546337706,-0.827581854944813,1.10694227792602,0.373760650054608,0.282808141714986,0.294351221031393,0.171729739940091,0.584533252955577,0.401090013339016,-1.18645789427405,-0.0816096192989732,0.191037453442472,1.03821294232525,-1.5437158842493,-0.541614246257503,0.129928759437263,0.325346627089259,-1.28241323089758,-1.11800988338378,-0.557534672909546,0.665028083442658,-0.0553412845182833,1.07625130905566,-0.879521159502598,0.155416787100981,0.133731889677356,1.66375663242412,1.11009417650866,0.414043529788322,1.75747511092852,0.765466586691354,0.851787269695369,0.247464282217179,-0.617443231874257,-1.95239247540618,0.00946346488365796,-0.108022298721167,1.9903752342496,-0.688187249727476,-0.222774638878925,-0.410201016751325,1.40580309375442,-0.341100792571086,0.140738936749871,-1.89697155872221,-0.957297195377229,0.0747630477288462,0.365277769999594,-0.949547608580914,1.24531475941063,0.138351757971105,-1.1141707770458,-0.326745022328315,0.351723011486215,-1.62541356485957,-0.774100306397297,0.0925485895342028,0.38589226329507,-1.71082570681438,-0.154943497865938,-1.61586139329894,1.79698299510839,-0.907740131146542,0.658494434586333,0.408573425503442 +-4.01856094970798,-0.980632948949986,1.31022390674737,-0.977844914504154,0.262331084814879,-0.227690493304772,1.03191486258691,1.45126184360921,0.435728987815825,-0.373660220139208,-1.21360970592544,0.659089022784725,0.16218068298852,-0.487798793961118,-1.02470968889282,3.04968620858383,0.587847118879337,0.123511378467974,-0.764094429266276,0.0721119279191423,0.70584925789929,0.445640798065796,-1.17440117127908,0.260709150062581,0.0154750284555276,-0.412431381792378,0.352548117119904,0.192599819187369,0.326536132512793,1.18346393246162,-0.72962505814475,-0.610892147065945,0.810974182755656,1.29307480240341,-0.939276340727612,-1.83534118207465,-1.18792902332899,-0.230150784982836,0.830114648090363,0.335561708036011,0.456322910432091,1.47925177527163,-0.948132976395269,-0.36839538040173,-1.87531967138068,-0.406181061383074,0.798703454162906,-1.12692184678443,-0.454310792669122,-0.785504339124751,-0.236114227271847,-0.578851916330278,0.286777603384489,1.16086470776623,0.0940208520773823,0.591161463656528,-1.85598814237643,1.01311314247659,1.36550175151515,-0.0332581598568439,-0.0625791520246087,-1.13480609783649,1.12951787164267,0.651297020636645,-0.0272033356124969,-0.715802754332858,-0.376911393446799,0.442287573573745,0.412105811455605,-0.113917675234853,-0.0846141697543654,0.20390066926345,0.173822499027856,-0.119708011055285,0.494490296326684,0.586410665949441,-1.29997675266699,-0.983698642626729,0.885075263671752,0.843603802273294,-0.82260218714142,0.101857466461981,-0.733918122151713,-2.12988751656543,1.21355045582203,-0.329357549605177,1.7339706668795,0.435317534432498,-0.0304300842618797,-0.736391275697209,-1.3436603899701,-0.0258881988427141,1.87747098700224,1.290807786728,2.37797837777218,-0.04774165124547,-0.196041642453114,-0.528433623973709,1.74009847409288,1.4193192880752,0.424343955360535 +7.93006736018681,0.687332100557042,0.798433770272113,0.183736909549099,0.262704124824336,0.224169832616975,1.68180849795089,-2.13790977489325,0.239406941242699,-0.997170337995326,-0.0677214749205774,1.20629787922748,0.106499487995292,1.42838225761376,-0.37409459060045,-0.986570999217687,0.295865661430514,-0.156014160019648,0.0873659964884403,0.271108953033582,1.356734587335,1.32944320893897,1.21380691275284,-2.32042530360012,-0.0747205306591229,0.0545934977958639,-1.17828210880175,1.28749296066393,0.391653013857716,2.7021261452068,-0.768942952913968,-0.388906187955677,-1.56557460813062,2.39289517092771,-0.493761461886213,0.403688451233957,0.635626408629372,0.309497510984698,0.0362348591060638,-0.766482114095933,-0.0880250324264962,-0.205460634230189,0.421965698877769,-0.702587437508452,-0.38625714494968,1.28285836732053,2.39518591085955,0.083532048830558,1.32703338787564,0.318821236997542,0.127002538129899,0.42359809937201,-2.39033156519884,-0.121950342526001,-0.619713235143949,1.50605845668075,-0.225739152288009,0.12065184772836,0.263105748625369,1.24081096769444,0.61559775277075,0.713113284886417,0.265846613132039,0.739113441728315,-0.796645128679487,1.31896335440641,0.190246225436043,1.118274748097,-0.0561458416523815,-1.91655564602599,-0.97111324061977,-0.893471453216738,-0.012956700822807,0.537615342321982,0.968386274776734,-0.251729208582461,0.753779224342907,2.17921933011279,0.0875965997331787,-0.236935768966447,0.223967331447948,0.894699599986033,0.424572808478592,0.989229221242821,-1.08912656255322,-0.106031677148293,-3.12293439203556,-0.231813388060484,-0.630255427818743,0.1598023247105,0.193355430808398,2.91732654917245,1.17532468668998,0.22007559302057,0.572041581657761,-1.6768682360381,1.34121622513969,0.443561822974953,1.52590891124916,1.05862303205064,1.38959102000696 +-9.8833224473006,-0.505043517520896,0.850860437614436,-2.15031052974374,0.640738877993306,-0.736824921622573,-0.226310395891985,-0.577261047508329,-1.25612038015712,-1.13110230943143,1.45646853631126,-0.0248296420195276,-1.17696686687013,-0.904252644070332,-0.743648960606196,1.17333057390589,-0.820627980909388,0.520191673796121,1.40971153109392,1.24923191735838,-0.891784301890928,-0.142263200827322,-0.958635811198239,0.318639468973844,0.473635812718347,-0.368501526294785,-0.601810338627644,-1.07928916375279,1.01531523760606,-0.545096625750545,-0.425157040841089,0.32363741508132,1.19653399718413,-0.836337531766262,-0.138174201806663,-0.632130042509856,0.253253394206148,0.925139136947398,-0.297388227211592,-0.748592085307897,1.35710000632606,1.86012295969942,-0.575134217006745,1.24720900513234,-0.706198381872036,1.0927013127005,-0.56683150927972,0.751808754619444,-0.193258454135066,-1.96847129794769,0.487614723314839,1.39472809588727,1.3591071102342,-0.671069010150627,-0.330954415298321,0.0252319981496853,-0.091306503537937,-1.26918447139366,1.23207123247953,-1.72876876568539,1.14569233703726,0.014748131994939,-2.71649642898578,-0.311036581200553,-0.906113896526367,-0.193185999341961,-0.814919677466949,-0.683012302326584,0.341822655850775,-1.2927941932881,1.94854814520446,1.70980612764825,-0.0967437305839163,-1.44099050236767,-0.620200078857953,-1.89182419040911,0.361134184403755,0.622137931049316,0.00769668353299954,0.346424294892418,0.0652082784568739,0.576418043445074,-1.07524052332195,-2.1457244984783,0.653959273500105,-0.0216555009500619,0.0673946409540267,-1.32388898089027,2.30248902630548,0.457231585922852,0.508968268732519,-0.556391947707164,0.362035561242135,1.49981990554495,-0.0446739765583717,-0.677654335373413,0.0609777131751745,-1.19286400697369,-0.0163216574092829,0.923917775673468,1.55763966937025 +7.52727536747475,2.15771981650642,-0.443567968094689,-0.622966525745903,0.307089830771924,-0.846710740540237,-0.197929031882538,0.236449451555428,0.223569883477509,0.0152093642297062,-1.44293895720096,-0.904587351885264,0.934429427085438,-2.09369369551605,-0.674708287362035,0.319239739006528,0.349401053457032,-0.895101962004635,-1.14109138661949,-0.951762924506783,-0.648968984054553,-0.133638646878834,0.0703430070833923,1.59617560946672,0.644483869264353,0.93449224514698,0.700320868935617,-0.140832878722216,-0.455490550415652,0.106620264033243,0.391784358240839,-1.37726584846047,-0.572885801129063,0.272763476168741,1.11286942927964,-0.778524260543124,-0.384153012687335,0.809507255301659,1.41284139048302,-0.152355812006214,-0.161340180879281,-0.961615827214185,-0.398204958840407,-0.589266897709624,-0.565969991387204,-0.340686935426629,1.171205288045,-1.62957598088525,0.59508526221736,-1.83198034381612,-0.501010083622064,0.316370375585836,0.118844696920031,-2.12645102984456,0.26955932506794,1.85699216708952,-0.584633316824659,-0.789605991373271,1.00644275956062,-2.16679130203884,0.206721198521331,1.17656756825759,-0.0183410922208796,-0.0579592873223469,2.03028628519575,-0.405622534673054,1.02203046959195,1.03451792280717,0.324016755871892,0.677523827342927,-2.04489745305405,0.068690394914575,-0.616845024734728,0.965529067385728,-0.858326166025171,-0.733623744202286,-0.469923817776033,0.520028157970073,-1.978430278541,0.510272158023189,0.517424186623063,0.176544753715788,0.538817933326918,-0.454735455647374,0.573464168853929,-0.967372732320898,-0.853329509113406,0.365309291659589,1.67846146447329,1.12122759028294,-0.356793111998027,0.418657030691923,0.0779807266370267,0.693362506855254,0.47107616178806,-1.76716399978572,0.133612517836918,1.82610732023977,-1.36012593908682,-0.781699713681388,0.828756717720976 +-8.47242377276311,-0.599797563824836,-0.446774787609579,-0.765439315770125,-0.0331294007767504,-0.111458860216438,1.04370225232125,1.09985656336821,0.504589868971938,0.403705380851042,-0.512529893822928,-0.446869813890387,0.421974630276405,0.921678980747322,-0.6763354211275,-0.527329799622639,-1.37775333231426,1.34434630576748,-1.64711747706384,0.934460065586209,0.14253646336494,-0.0888117703288599,-1.15705292973031,0.462132289239994,0.915913478911632,-0.933514376577486,0.0114372875199572,1.4482201098816,1.62063952007513,-0.375067021533494,0.0724904113649067,1.57437360558052,0.0511536966723419,-1.28423145314248,-0.372687361460824,0.291187823077541,0.215924085267974,0.0270362191702127,0.595638982493039,1.2711275358642,0.209653513896748,0.0292736259040032,-0.577679954559021,0.134069537323504,0.350980205820791,1.22224426513024,1.89271216081532,-1.87771698157654,0.352266518822915,-0.0695919564622406,0.0651290811875126,0.963401606480241,1.00616427059042,-0.879353439512748,-1.0481376153184,2.09262244286046,-1.51241615977785,-1.52610229560787,0.221012890372311,0.896821166110567,-1.80865361615294,-0.146930838036849,-0.425979538614922,-2.98837283393654,0.213348232607548,-0.192881011279836,-0.282496724395534,0.151775248710938,1.45452674505441,-0.0308443777921322,0.038797821121176,-0.494010409880415,0.184199253469997,-0.141352112928923,0.200496169746262,0.989015528540816,0.254896395191345,0.633162617826043,-0.664290011461546,2.24565351129871,1.41104349531119,1.48984250593917,-0.0433556610155279,0.541379711152163,-1.1044934394167,0.46395082000035,-0.61159044331326,1.54291183060929,0.00455477976949227,0.181925714320059,-1.1430373503597,0.370028372168049,-0.636532615048564,0.51282398634043,-0.371347098028457,-0.656534058572973,0.439572778133662,0.722965073190536,-0.174624275899863,2.04818543962361,-1.58794906637925 +-1.14396244295154,-0.694546693270751,0.0133050417761504,0.464309418783945,-1.37475052682553,-0.311601656365262,-0.441737347594983,0.561282713650655,2.11701460983184,-0.541210513948429,0.243983791925416,0.125085620440897,-0.503018994751964,-1.84902280672721,-0.973637503027373,0.28386198149986,-0.863762461853148,-0.345904386996657,-3.12612546259103,1.20449184125735,-0.731715647431931,1.61339180907397,0.531391547892095,0.127343254732353,-0.831545099266292,0.402861157671335,1.24192156037168,-0.861944017264133,-1.54508762388999,-0.229612630177627,-1.28990713112575,1.23642330217232,1.52654491465466,-1.11348492833645,-0.836913931445751,-0.91199645273901,-0.530212577188901,-0.571742720964832,1.18779035684969,-0.0513765780509094,0.243900578873739,-0.234444250784424,-0.782776303879406,-1.35970007003841,0.389386396020234,0.333736163280633,0.232451047012687,0.216612251118082,1.56169473047236,0.086179319990002,-0.334145740008716,0.713867417157112,-0.955985638945717,-1.20344854927685,0.936924751673204,-2.21655298746845,-0.260127847946177,-2.51542881937991,0.118772158104609,-0.217220335846577,-1.20450187436045,0.641033562693261,0.126489086654028,-1.34526964424746,-0.779614021217242,-0.25053670862308,1.79003559997125,-0.228115761491716,1.1529944488506,-0.847216355732184,1.08729536786968,-0.693116456044726,2.35009633921893,0.310662475232512,-0.873157634926729,-0.527960803994836,0.474687625145154,-1.15464641205873,-0.495770870224333,-0.62807836031651,-1.0320566106037,-0.604178151337528,-0.496235475700865,1.23551521012334,1.15039063146002,1.53698298925779,-0.0322102632052489,1.29376145253132,-0.765154210287124,1.02955029524577,1.90029174749031,0.0806034912314432,1.53797073122353,0.779206817978491,-1.48135359757416,-0.730351212139581,0.0851074618525511,-1.11438002980546,0.727376415678695,-0.906775824560213,0.0181455084582255 From 6cf31f177b277c513d833a25640b9a62ac7f74f9 Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Thu, 13 Oct 2022 22:48:29 -0500 Subject: [PATCH 22/28] # --- data/3_2_2.csv | 101 +++++++++++++++++++++++++++++ src/HDMjl.jl | 2 +- src/rlasso.jl | 10 +-- src/rlassologit.jl | 141 +++++++++++++++++++++++++++++++---------- src/rlassotreatment.jl | 58 ++++++++++++++--- 5 files changed, 261 insertions(+), 51 deletions(-) create mode 100644 data/3_2_2.csv diff --git a/data/3_2_2.csv b/data/3_2_2.csv new file mode 100644 index 0000000..c5a67e2 --- /dev/null +++ b/data/3_2_2.csv @@ -0,0 +1,101 @@ +"X1","X2","X3","X4","X5","X6","X7","X8","X9","X10","X11","X12","X13","X14","X15","X16","X17","X18","X19","X20","X21","X22","X23","X24","X25","X26","X27","X28","X29","X30","X31","X32","X33","X34","X35","X36","X37","X38","X39","X40","X41","X42","X43","X44","X45","X46","X47","X48","X49","X50","X51","X52","X53","X54","X55","X56","X57","X58","X59","X60","X61","X62","X63","X64","X65","X66","X67","X68","X69","X70","X71","X72","X73","X74","X75","X76","X77","X78","X79","X80","X81","X82","X83","X84","X85","X86","X87","X88","X89","X90","X91","X92","X93","X94","X95","X96","X97","X98","X99","X100","X101" +7.01036591363702,-0.560475646552213,-0.710406563699301,2.19881034888372,-0.715242187222796,-0.0735560191364783,-0.601892845985016,1.07401226028199,-0.728219111191288,0.356283344862047,-1.01411417266147,-0.995798724851333,0.915992057940211,0.619850074568692,-0.749725786852189,-1.08611824061135,-0.820986697119997,-0.289023270462573,-0.192560211042065,-1.28936418822322,1.53732753549595,-0.511603722189581,-0.200147012715761,2.28196695572699,0.207814830703413,-0.483135068652272,-0.678807618879959,1.62365925222734,-2.00612003132012,0.316984562457902,-1.59628307950226,-0.150307477864079,1.09348038421025,-0.842326346047997,-0.303958307149332,-0.368684340898934,1.47833445941722,-0.21362309040986,-0.932649556192767,0.701952747275458,-1.81470708529688,0.19654977656002,1.06528488521985,0.650993279569504,1.43317474126775,-0.0328780548058861,0.834371493937897,0.917096497774865,1.74568499211517,-0.632713554588276,0.836662040400748,-0.494173879373619,0.253522340813204,1.06793715834658,-0.108211010065327,-0.604202960843697,-1.35723063236369,-1.56168905216946,-0.731893832404773,0.999654436310686,0.197233803889115,-0.699228106144098,-0.874938548515266,1.0255791375194,-0.0275350334105611,-1.35561906468423,0.584447830871561,-0.816473402087086,1.07991563923797,0.189950552175206,-1.6840708820469,-1.61803670297697,0.340871956054676,0.92823300523863,-0.16245267962003,0.54465183257037,0.350002521064218,0.885298128972816,-1.18122099027744,1.16326308160103,0.164524856878353,0.511000395297378,-1.01615185466455,-0.49523162403629,-0.109259812628646,0.524348667259868,0.272647072247265,-0.413818125452604,-0.743249928266758,-0.219318993709607,-1.10941788724026,1.93157594123468,0.103450083280567,-0.204148084802336,-0.123430997248666,0.202332217113348,-0.33786205649429,-1.1834570898044,0.449581575940742,2.10886887502703,-0.805848935701736 +6.52878402348225,-0.23017748948328,0.25688370915653,1.31241297643351,-0.752688968217742,-1.16865142442436,-0.993698591098714,-0.0273469664137418,-1.54044240529001,-0.658010207949479,-0.79131387881947,-1.03995504376619,0.800622356509766,-0.757510160695849,-0.321606069887961,-0.665302795560156,-0.307257232988639,0.656513410579383,-0.469796485143739,-0.654568638113246,-0.455771062778902,0.236937879127631,0.387820244768823,-0.463683013103733,-0.185332289683865,-0.531346919490549,0.574312736347461,-0.920484878072598,-0.205826417782953,-1.101735412602,-1.94601344555199,-0.327757132786462,-1.49124250514145,0.101888083639531,2.18417322839228,0.978228069525606,-1.40678671660781,1.19787605791361,-0.0480641732276498,0.336181512220115,-0.173451330152109,0.650113188667264,1.48702703437434,-0.89516798811002,0.912744882660601,-0.776007105490692,-0.698403948311629,0.554743570423318,1.67538956644338,0.109171617679726,-0.980278646483449,1.12759346616907,0.243522140168039,-0.267897522190875,-0.0575192355285753,0.913415960766171,-1.29269780618488,-1.14302636105406,0.543313021143199,0.552109462476014,0.333169281179697,0.996451529666396,-0.250570213789226,-0.166313578850091,-1.73091803863743,-0.0600459600045728,-0.197527824058765,1.02206117151421,-1.53857567162438,-0.955436016833875,-0.187146328247514,0.379181152233395,-0.970334665270286,0.359090462240704,0.928616831247081,1.15962044556114,0.8144417092895,0.4924302648451,2.84546508656049,0.167895893067,-0.901450384669093,1.80799277841515,-0.519983251059716,-1.03187535862525,-0.473507060280221,-0.742084147829789,0.0414521225778085,1.77002061352102,0.148720204239057,-0.265653647584807,0.568638957574351,-0.616474652092026,0.933628623879317,-1.9714757483147,0.218780170521759,-1.27585609068917,-0.147132149218408,-0.37580209971237,-1.52864361389056,-0.462387102048366,1.02393205458164 +6.1613182903007,1.55870831414912,-0.246691878462374,-0.265145056696353,-0.938538703606894,-0.634748264908909,1.0267850560749,-0.0333303422759193,-0.693094614010595,0.855202205064192,0.299593684739564,-0.0179802405766626,-0.936569034135793,0.851524681506183,-1.14777075045925,0.714848355949339,-0.902098008539463,-0.453997700638682,-3.04786088979872,-0.0573241038477797,-0.0326584523557289,-0.541589171621698,0.793918367051497,-0.326353571908267,0.0314406650264462,-0.587684756585901,-0.704514526288929,-1.20219764681918,-1.64905677245587,-1.43095845286738,1.10405027494058,-1.44816529018399,1.27665308259526,-0.897925784148349,0.869691283218553,-0.307073609966018,-1.88397213212785,0.231803133441912,0.852585748520976,0.74982570129541,0.953767761271997,0.671004187901994,-0.921800949287066,1.29299293500947,0.382329981106898,0.355759428247928,1.30924048218871,-1.05550268160105,-1.4593043614019,-1.56255658413609,0.344005988229784,-1.14694954858439,0.719590249915119,1.01100559908234,0.758042251915415,1.65745634787285,-1.5172073063295,-0.722596593260511,-0.999070001677223,1.74588497893553,-0.361104383878549,-0.69274535356833,-1.53788372174715,-0.791567079440403,-0.80939744578196,-1.47090759206017,1.79749354722426,-0.617647674785591,0.137965177633148,0.0213242036088949,-0.205278035438213,1.90225048050644,-1.22479236693125,0.186757338051538,0.380701291636888,-0.825720230699537,-0.516666126824208,1.74707400868082,-1.65857471539792,0.161522012874,-1.83114622823101,-1.70261496033122,0.0705883136633334,-0.693826247873705,0.199502452302796,1.071473268653,-0.00488185240666987,0.357371337321231,-1.90948334050916,2.11095253670689,-1.10654264517322,-0.562567479099863,0.621857440749203,-0.153690108826757,0.871948836241069,-0.345277937542351,-0.673635433725076,-1.46715816851894,0.26130411406513,-0.787198296760632,-0.937558000824962 +0.762647508543707,0.070508391424576,-0.347542599397733,0.54319405923209,-1.05251327933874,-0.0288415529283144,0.751061302606323,-1.5160676231511,0.118849433004561,1.15293622555862,1.63905190875156,-0.132175132856735,-1.40078743399573,-0.747929970916306,0.354352196449355,-0.431661100381928,0.627068743114984,-0.593864562445098,1.8686555003337,1.25674782035705,1.6367573491655,1.21922764704307,-0.140513958248364,0.882493210397949,0.411351933690778,-0.411697868987503,-0.533984057229936,0.882678068364482,-0.0153078731923365,1.89201063250808,0.304872111305456,-0.697284584551622,-1.2285375707397,1.39392544527667,-0.228406203687321,-0.0584092798451658,-0.277366227607279,-0.502841451950738,-0.411312115325928,-0.800882335188553,0.703787584477816,-1.28415776513223,0.541435465702584,-2.0742065856962,0.552018613628635,-1.11280918419286,-0.980177626888364,1.25015505558455,-0.417404252867921,-0.040245432814847,0.185534561177573,1.48101859708601,0.772732980235113,-2.30643455019036,-0.114388107013693,-0.038877583834506,0.859176030743799,0.525831634256913,-0.704287225146179,0.620484014298819,0.822325056303155,-0.103483046838697,-1.48353381221735,-0.282152279625528,-1.37869986563734,1.11670596384515,1.56281342990307,0.499715646239051,-0.596169684860121,-1.17883417284646,-0.726485406832744,0.601874266947382,-0.949700113905872,-0.419845439744831,-0.236219453668323,0.0737480248594511,-2.69226440296034,-0.261999285583627,-0.764691543762314,-0.434244664807243,-0.0969640162362645,0.287448758850646,0.409643632238833,-1.26675412863605,0.627385561553582,-1.29036845285224,-0.976219228606303,-0.0207384258951065,-1.36530697914756,-0.409013787435347,-1.4129372208871,-0.989963124982774,0.356581965450373,2.29763347842826,-1.960198087156,-1.10241927400424,-0.56862777638454,-0.29534071752365,0.97899893179748,-0.45889577310437,-0.971545994791127 +-5.95826381952294,0.129287735160946,-0.951618567265016,-0.41433994791886,-0.437159533180399,0.67069596873393,-1.5091665373287,0.790385343888228,-1.36470945798691,0.276274556543337,1.08461700867092,-2.54934277475043,0.160277539993178,0.63023982965398,0.424799782389022,0.227614939940088,1.12035502842611,-1.71037966639463,1.79042420824304,1.58745413986454,-0.329041970526538,0.174135875106149,0.455805198945874,1.28128612650446,-0.776183890462463,0.709185621253385,0.774384606617658,-1.51647903560073,-0.894901677513419,0.397877113060311,-0.130421889948526,2.59849023212988,-0.0719510219818068,-2.48652390438096,-1.90344641952332,0.352533747158679,0.430427805191253,0.630457130487061,-0.367209823908698,-0.122741393064011,-0.631284950402577,-2.02610958278953,-1.16976792602983,-1.11246012229362,0.144826651838118,3.44599197819979,0.747985102745544,-1.27736005340688,-1.43403337067262,-0.0363299297187298,0.141199612995274,0.916191212458402,-0.00852286427622694,-1.05139227913831,-0.574018283429559,-0.331291452184084,-1.21461753377647,-2.34414358896845,1.3831119600583,0.322623762157625,0.44579358311539,0.603866064318714,-1.7447381269927,-1.33336590569982,2.84874403329634,-0.168146609754469,-0.751262465191356,-0.136847479122566,-0.768513198226343,-1.08167529695,-0.892317444171541,1.73234970040474,1.76588815502968,-1.1659802678585,0.190561242869662,-0.493216045058824,-1.09695464068111,0.499754578712941,1.12591957226936,1.324752381568,0.492363454555276,-0.269114155008503,-1.65481672621274,1.12320174331884,1.69196254471833,2.09818317022897,0.144050084247542,-1.05970534168394,1.37168518589256,-0.554464303860047,-0.253258038403011,2.73122759641428,1.02414104637624,-0.133940755053897,1.54586239576362,0.595435702652935,0.470856491744196,-0.563146350959796,-0.893565639606266,2.39224302467071,-0.291357348658297 +7.1009377428029,1.71506498688328,-0.0450277248089203,-0.476246894615578,0.331179172958982,-1.65054654342511,-0.0951474508492868,-0.210734180691776,0.589982679367313,0.144104662462187,-0.624567473618094,1.04057345571938,-0.273962374775183,1.09666163310355,0.648347351224082,1.2949457956703,2.12721355249353,-0.209448428272738,-1.10108174171923,0.319481462544746,-2.6040381706071,-0.615268316096478,-1.14557290708596,-0.658681856604976,1.13967765719806,0.256396753535657,-0.475621395338803,1.92161155776854,0.0463197241835662,-0.397028133394579,-0.293613387011894,-0.0374150136340493,0.734458203312735,0.401294135810678,-0.286641470723756,-0.182327630508894,-0.128786668054707,0.957297525780924,0.440309141403076,0.664288591501356,0.907591768209854,2.20532606437083,-0.557080376687621,-0.338345892460005,1.70839228572527,-0.78209886700799,1.25779662068081,-0.478588320720279,-1.03077397230637,-0.278925581491909,-1.85209740277942,0.335131017104748,-0.389069154981751,0.14755742455189,1.88993924526386,0.626066840821814,0.619055380663752,-0.157429480539448,0.160304203231936,0.840445369361455,-1.27914094552602,-0.608044983359464,0.0242356783728676,0.0496970129853213,-1.279630280305,-2.69280124922705,1.37841082692889,0.601374805102868,-0.16074859865845,1.81414609935703,-0.0526610312211097,-0.14686955337995,0.240160911305288,-0.276737825839425,-1.33193696954301,0.894698323521811,-1.25547507523776,-0.688898768700806,-1.55386927556186,0.526762961654402,1.029039056783,-0.379524721361516,-0.392624027714829,0.380869990508259,1.66343831012612,-0.178539127990153,0.456619218695199,-0.981906282668791,-0.35821974791252,0.511536773877529,-1.74282166875534,-0.721666216835527,0.327753419798105,0.656093014323482,-0.902890459503686,0.0821182602211673,1.30133671890066,0.153260029111805,0.776499229731006,0.355842953570359,-1.0949147728468 +-4.18247397121754,0.460916205989202,-0.784904469457076,-0.788602837850243,-2.01421049792072,-0.349754239211268,-0.895947822756499,-0.656742925361075,0.289344028817336,-0.075625080779838,0.825922901647494,0.24972573598519,-0.985539112562296,-0.988442922383206,-1.2198100315169,0.578334940469455,0.366114382931719,2.47874580135709,-0.168107522109968,0.381591622693148,0.513983786447932,-1.80689296408533,-0.249650688168871,0.664570454944413,2.20076027074659,-1.8563605863048,-0.0244273788868501,0.572135777806248,0.461004079383783,-0.279957848490363,1.58625545540677,0.91349189044332,-0.213887080390025,-0.488027222960909,0.990388920100186,-0.735026404402801,1.1292645954138,-0.0744828631416607,0.139471132630852,0.0549578832347883,-0.396963325733646,0.231389929911167,0.298465543628126,-0.700697519970714,0.0523893824520919,-0.282203311332044,1.2221833523778,0.333595621234046,0.248256394147199,-1.29312944937939,0.162420018098686,0.57467532847443,1.32823335412769,-0.510659669728227,-0.329153039991464,-0.120643584601851,2.34537993067925,-1.45085080828598,-0.443788859098143,-0.135711564020889,0.659617730648756,0.0848661205199916,-2.74161388015182,0.503797531825137,0.621393095227546,-0.238479090814592,1.26146847671117,-1.84896237409649,0.0587806858326671,0.774055477159116,1.78378200048199,-0.272868241427588,1.0285767102378,-0.856257832698083,0.260900204202877,0.144196262966656,-0.637210777689725,-0.982579968472713,0.440201232522546,-0.850347844384154,-0.992693558425884,-0.694381543701603,-2.04013363764508,-0.0121901764592969,1.85296489815739,-1.404679097393,0.0377499344122749,-0.749614085475107,0.258302523962627,-0.138032449761651,-0.887195626050205,1.33350492080387,-0.823234252860533,-0.366786336919446,0.334972187550828,-0.335863783095145,0.0367091285508964,0.503901185897899,0.827098895919075,-0.289309959397291,0.591065362721384 +-17.8709056074964,-1.26506123460653,-1.66794193658814,-0.594617267459511,0.211980433372292,0.756406438545484,-2.07075107054196,-1.41202579265831,-0.904215025620639,2.16141584630279,-0.0485683527562885,2.41620737314833,0.0839306795150329,1.1079950409796,0.107235034754764,1.36467278147354,-0.874781377193686,0.989702208129369,1.37527530471249,-0.243644883639445,-0.886468011111257,-0.643681105896039,-0.420298275494042,-0.565157514042339,1.47720532873484,-1.86058762981445,1.01900809628437,-1.71489505383856,-0.503738767197944,0.78511853104356,1.20114550405925,-0.184526498264729,-0.150392803617815,1.9871488081498,0.37282099271425,-0.41294127515641,-0.246528493011147,-2.67816441082093,-0.249252612008858,0.212695033841387,0.381958965453471,0.375642260184807,-0.188922789114515,1.34694517132456,0.807143831935644,-1.22876619131156,-0.112160842700522,0.280998469151164,0.351407773967145,1.16680080614526,-0.493178962831244,0.203619661886632,0.0530125522622219,-2.66795823659219,0.880877843181363,0.0136256983844964,-0.198027912485171,-0.345191700473056,-1.17789136221902,0.732306087714431,-1.29899642539878,1.57799019874749,1.25450869273938,-1.04712783477107,1.34149424244086,0.211411132514887,-0.647407029764523,0.237677214798051,-0.369025392459956,-1.57932497544814,-0.351007069840009,1.14748961195064,-0.762261487874152,0.139424305372722,2.19067505966995,0.641986692206216,-0.390916151927342,0.98070049604661,-1.56657247756851,0.288478102005916,-0.0347514950038364,-0.193542723789515,0.540665454614255,-1.03561319926971,0.622595125918954,-1.04446826822157,-0.370973645420588,0.469876168757493,0.799707422445035,0.480892354161079,1.94979547041335,-1.2200080568157,-0.342103825923919,1.49510684536082,0.984026281148403,0.26073628635401,-0.59489481967054,0.258476908578493,0.590025758779772,1.08896230867381,0.201179559159097 +1.31849714852188,-0.686852851893526,-0.380226520287762,1.65090746733669,1.23667504641657,-0.538809159977592,0.150120131188143,-0.299762496646272,0.226324942381064,0.276315532135793,0.301313651718405,0.685198238051097,-1.31999652648691,-0.489532871212412,-0.944057691649846,-1.70157980266041,1.02447486299323,1.67557215582683,0.998290023052202,0.0480530840530341,-0.998538406003926,2.04601885213282,0.195664503560041,-0.962178270242238,-0.454417850707568,-0.0228340937343522,-1.20558039559856,0.354918895732423,-1.022398456216,-0.210320814229356,-1.00373971119925,0.609824296161446,0.125382426230553,-0.234463430687309,0.272107368015517,-1.08100043519868,-1.16554781579066,1.63616438658732,-0.209374034941842,0.0508606797200874,0.928532701142653,-1.1929685182981,-0.680450203122764,-0.0604259719260048,-0.940116280192513,-0.325172996563801,0.692200142934224,0.589335500714839,-0.780451694935575,-1.48537404711266,-0.70378506653743,-0.447041192021587,-0.376265157965668,-0.835230624377586,0.744416337659274,0.252213484446859,-0.184007671076338,-1.60699047340335,0.717310412342599,2.00517207805254,-0.0837793318336734,-0.463653743705612,-0.650621197553096,-0.869470504201632,-0.323811722111334,-0.77125059809312,1.56889017974812,-0.149309396415536,-0.747674757079359,-0.237648907554613,1.1273350100928,0.505399670062373,-0.11136038635232,0.0315245529374235,-0.22355073914797,2.68177484987751,0.994421972046409,0.923316479662903,0.453151162140412,1.10759012504641,1.12981678378371,0.936893991814893,-0.665321188685167,0.85968673958451,1.80336753128943,-2.00067228857843,0.565148530464291,0.916287002054607,-0.0719821483293213,0.77343442462608,0.047122023023723,1.40177629587353,-0.681447369264277,0.700709320185201,-0.868241655580536,1.36236308964837,-0.665288295486097,0.614697488208148,-1.0984178133503,-1.39507201580229,0.692298414451174 +1.7981633923109,-0.445661970099958,0.918996609060766,-0.0540281250854405,2.03757401824044,0.227291921672942,-0.0792117092585882,-0.849061135016708,0.748081162493843,-0.158294028699944,0.260361490736558,-0.446959308961992,0.161226351326199,0.294353388436968,-0.000384648716023502,-0.280676279713792,0.90475889369531,0.914965318314041,1.27660161874577,-1.40454586110179,1.42081681358485,-0.560762421131065,0.357319513842984,0.623360901900257,-1.82288726903245,0.149938747281039,1.59529386747203,0.105181865810994,-0.61174222903031,0.192114963876683,-1.39101698281623,-0.0527268089879745,0.427858022106523,0.481837360399392,1.04509363912809,0.469312616007674,1.51988229295041,-0.750630548636383,0.250899225803122,0.182916850669564,0.390576088768169,1.13254984181008,-1.25744854173679,0.354804415624792,0.0392422368472649,2.13425460540829,-2.13764149985513,0.876592079389192,0.301600444867741,-1.47712041031981,-1.18362070634854,-0.343525927555419,-0.946238346878203,1.61395858579347,-0.439742707587809,1.0895061399478,0.838737527755983,1.17045205316643,-0.553795211581469,-0.208088612873713,-0.273474476684454,-1.15852700589699,0.0146697562119895,-1.10841870084243,0.144383470867056,-1.26580965679209,1.66575790352885,1.38733458917175,0.729049301052678,0.131156276311986,-0.246389111883029,0.801037474987433,-0.0920825726280635,-0.33652133756092,-0.558228173337348,-0.657919205370567,-1.4230196632892,0.330687285267199,2.17671216889158,-0.260440283891997,-1.48893128622283,-0.822071099619348,1.38052005512718,0.189992647822113,-1.10586895899829,-0.204234603325688,0.121622642894301,-0.565954247517361,1.2293183188215,2.79615221495129,0.85695788807293,0.332223376591772,-0.753549489480274,-0.0797415096723392,-0.953292218799364,-0.662071868830573,0.716171020744132,0.160094274201771,-0.313327640434925,-0.11780715222447,-0.933112999682196 +3.56427627290095,1.22408179743946,-0.575346962608392,0.119245236427584,1.30117599220059,0.492228570064431,-0.097369267513081,-0.397030520327837,1.06109525326174,-2.50791780219725,2.57544976372339,2.7973911469581,-0.62492838754192,0.20183747228877,1.34262392000608,0.0650680194921931,-0.238248695902827,1.14426270796186,-1.0717469181598,0.289933728895764,2.44799800701523,-0.835999305852858,-0.123617978997338,0.106497772201071,0.0541979571095952,-2.30747434203529,2.041955459993,-2.46841353318467,-0.667393503214493,-0.264725626098451,1.08529588092986,1.36392195568146,0.411350679073257,0.386893969204339,-0.169009987214824,1.33204012251754,-0.234026743812637,-0.349143907623776,0.466728667413922,-0.0246729283718233,-0.652702548747161,1.83947679495165,-0.31176653668682,0.707369557331155,-1.99762732818409,-0.386892082931343,0.444235984040234,-0.809672330735992,-0.727835428176207,-0.58264035626689,-1.1386981820339,-0.60383579647081,0.269989483309469,-1.20877889007238,1.66243635837573,-1.06556590016621,-0.0145075459885022,-0.276035101610547,0.0968815812460447,1.03446706476585,-0.798863278169122,0.723685640977932,1.19810154911883,-0.0404459582548468,-1.08185278393076,0.0130261887470164,0.626183108316495,-0.331321204454683,0.661118609918134,-0.307466456765344,0.309517411997844,-0.135261291562419,-0.275673844522837,0.579936073436706,1.37485903096621,0.553268655008738,-0.611009337657888,0.456662527558143,0.19831272940774,0.0402260588108364,1.14208999394909,-0.310246581174978,1.18185827608229,-1.72587558927542,0.148182559359898,0.189138778196092,0.832894635999585,-0.840655349698418,0.817466919571,1.22967981091528,-1.62194417002268,-0.818473974431801,1.20502249361866,-0.349677751121195,0.217359613390943,0.524255375449068,-0.463724144904189,-0.640466491526046,0.324346507000661,0.701325333466092,-0.0916764292702965 +6.02700232123617,0.359813827057364,0.607964322225033,0.243687429599092,0.756774763795962,0.267835015331683,0.216152541801233,-1.2175999877636,-0.212848278646528,-1.56528176503053,-1.18528881058722,2.83222602391551,0.957164274192481,-0.427196386338202,-0.503525286934276,0.578589291608515,-1.55785490387231,0.902876414499107,2.57726809619797,-0.535553582293745,-1.03978254140354,0.652947502777847,-0.766214222789801,0.38933087814222,0.880273220604069,-0.816447225812107,0.614481250043309,-0.0418580303239525,-1.49327582905547,-0.501391057936759,0.560611806017343,-0.503633417134383,-1.72636125386664,0.247672409336777,-0.345802025216759,0.244262635869097,-0.283973587038927,1.61863073979497,1.29426181595304,-1.09939099821092,0.819982366814568,1.5278701045484,0.0524980457691653,0.152877951357064,0.138729601683047,0.610203857819049,-0.109286874357898,-1.28742628778282,0.249413868883769,1.54930379091226,-0.84560346853087,1.23867251847222,0.387150587324501,0.166938041160069,-1.15579864674893,-0.441254808830028,-0.763833231605356,-0.194705861996096,1.19012428295469,0.0248371823468652,1.12619804153917,-0.784540661183284,0.30121905668371,1.41657477550723,-0.00597734207346083,1.223885485643,0.892124362277247,-0.388060670047731,1.64881936081943,1.0952089417745,2.17387836696255,-0.047630325325921,-0.138688592191735,1.45462253339102,0.834479849708939,-1.02891451104272,-0.738816743966458,0.31694184017936,0.481207671962158,-0.347257162187248,1.823191510187,0.42116032139351,-0.781710319136195,-0.387665690017064,1.4497539900231,-0.643774536199874,-1.02380993859852,-0.730491776152422,2.04529432339423,0.94277554856771,-2.17613954465878,0.307817188760134,1.00429078162739,-0.455111082624204,-1.19747941386161,0.0321332997736162,-1.54744029363507,-0.233938704629529,-1.43894606423409,-1.12083485307123,0.00937465255439048 +1.16616912463855,0.400771450594052,-1.61788270828916,1.23247587848534,-1.72673039911433,0.653257679471382,0.882465164396587,1.6875894829457,-0.0936367939110456,-0.0776732006105648,0.100919859012857,-1.21871181629018,2.42448914116153,0.268102869997785,0.716683320938825,-1.16920662152897,0.761309895393914,0.475392431765103,-1.13345995977033,0.334678773100549,1.03102518166676,0.441293124842934,-0.929714216784719,-0.580503496721951,0.778106697935667,0.0275611516966839,0.421931174136824,-0.587260767867037,-0.780618213906196,0.602189813520256,-0.510980985089714,-1.7090601686817,-0.175648234059894,0.518119835350654,-0.253966133668967,0.81272922619384,-0.263158284120996,-1.89803988850216,-0.419232279340387,0.173999331072479,1.47743008578332,-2.02362702275776,0.562233812465,0.961010037635776,-1.48827676613971,-0.939779775135914,0.599824655782442,-1.16773308895199,0.113145255522151,0.10688293076497,1.24699040807504,0.599492053306319,-1.1380526011713,-0.493898645223734,-0.937738738780248,0.600319646411984,-1.41953834235091,1.49209519404243,-0.219515587913003,-0.747893378760637,0.0258032078374534,-0.268400025520266,0.421688779118986,-0.632693871451233,-0.361005684089181,-0.479462222356082,-1.01261509627113,-1.83895292448986,-0.988746409880949,2.25879155614992,0.294941664948672,0.250102680449516,0.295846382533286,0.0555095428648723,1.41825778478758,-0.73079070516968,1.42907164060281,0.409146926530313,0.726532426018014,1.28571799151211,-0.737872948837552,0.452656407369059,0.352178111371434,-0.318801236322655,-0.293862666649076,-0.169024101222119,1.94717122293365,-1.08412632207192,0.898615110514001,0.306774234787666,0.959564457402416,1.13365063401996,0.356034726399369,-0.804131371658257,-0.407965040790188,-1.06072548131257,0.0439291238351563,1.35888034274285,-0.846363480797309,-0.485393915160034,0.411193851149111 +-3.31013716286874,0.11068271594512,-0.0555619655245394,-0.51606383094478,-0.601506708006782,-0.12270866097738,0.205597504483387,-0.0160025272079689,-0.0867141349819251,0.206294044843098,-1.77997728796762,0.469031955955424,-0.915979243686792,-1.23043092542384,-0.749668584083695,0.806184855447289,1.12914439564163,-0.582528773997008,0.753916341883288,-0.345981339154502,-0.0941478383696331,0.751629056591275,0.278520610602079,1.79497795592676,-1.22974677471174,1.46178591517648,-0.496421667693228,-0.887296992757254,-0.193405134857153,0.141494558350148,0.396451965571097,0.898549683127699,0.286838523204975,1.99741373388409,0.734512927460703,-0.651135024934329,0.0560043037582182,-1.1065443604311,1.31665945128356,-0.45536672234928,-0.929196433792633,-1.04050799863329,-0.875816823362531,0.439716226872132,-0.132874384428308,1.53836358801599,0.108759073688381,0.574483137039138,-0.284012580696411,0.259566728752779,0.695165011889778,-0.108733757596266,-1.34835448953457,0.0183160017591458,1.16712179904481,-2.14375790027801,0.0933118694913043,-0.864814897070758,1.03114925471145,1.1336902950402,0.518567097096957,0.507799265824037,-0.636610202834169,-0.628558194189149,-0.753344538203377,1.11030898866863,1.86411813793255,0.164234131281735,-1.00812452022021,-0.579015605930199,-0.648398617928522,0.0435543649321396,-0.792410017758057,0.541030164477047,0.592403021321262,1.10692029336161,-1.49158469592002,0.189341797037582,-0.795898028902544,0.118741644833217,-0.135285992497865,1.74838156505926,1.17022276829348,-0.324302592252608,0.476037320045513,-1.30228364642279,-1.04415408185314,0.1096292550283,1.93038249378531,-0.397852620668903,0.0980073948902846,0.932778906368962,0.00580874995606991,0.545881873798785,-0.95550993719341,-1.60656546264203,0.910228113381331,1.59687567752888,0.484003937416095,0.422571271335969,0.119109955272306 +-6.77724166109187,-0.555841134754075,0.519407203943462,-0.992507150392037,-0.352046456582617,-0.41367651359212,-0.616435842873528,1.07494507727239,1.44146175605504,0.276872458861614,0.589835922958758,-0.21124691863215,1.05766417094298,-0.136136872184964,-0.478528210450305,0.307390076162333,-0.295107830705934,-0.532934737323476,0.141275980445689,-0.661615734836447,0.141807459220448,-0.277975085155337,1.35683685227542,0.665288009047707,-1.11314851074341,-2.01286872832228,0.490961412826035,0.238716819750682,-0.220833309799399,1.30181266697034,-2.02323110391136,-0.237734026494317,0.590740011639347,0.927508823680672,-0.269348130964323,-0.140308776263568,-2.31866188966679,-0.749450708751393,-1.46521635684288,1.43577886180154,-0.182194333185985,0.09779160179052,0.586755962790902,0.698213804189321,-0.240116874283649,0.468351598166099,1.29479689861678,-0.462754276400969,-0.960092462975384,-0.215988701887296,0.27483248030804,-1.13885696475289,0.184197119538614,-0.177364947696921,-1.55745823944199,1.29544315368299,-0.427150503032877,-1.54656060462082,-1.14609504368999,0.459163784267842,-0.045195276933462,0.461331003901638,-1.29425839270764,-0.025326160634408,0.596977086486986,1.40120355190492,-0.5936631914962,0.618905974167327,-0.815205748637506,0.844733113514993,-1.70652962208432,0.79144564883068,0.770283963799983,-1.02610058234102,0.409670706675348,-0.0832283687795578,-1.54572840941,-1.3194093871981,-0.96041834455225,2.62951179316163,-3.84532016946004,-0.300061535539994,0.462579685821988,0.0300531850562052,0.762420007734476,1.01718709060793,-0.491334929391864,1.22445816022471,0.0321189318202827,0.0503078888383091,1.62163486309893,0.224101310094798,-0.0114839971409539,0.238412057811278,0.271008019551193,1.25853244423316,0.461405409517311,0.457860118821368,1.07368749601421,-1.39032205465034,-0.732340377702492 +19.5923596020593,1.78691313680308,0.301153362166714,1.67569693240319,0.703523902756894,-2.64314895202898,-0.734799251921281,-2.60169967025765,1.12507189227799,0.821506780448618,1.0966084717214,0.187051146554012,0.825149727768283,0.825790831665171,0.438721750586617,0.263806013604717,0.536242818358026,-1.60083999637529,-0.403710317962031,-0.219111376802046,1.2222367014564,1.12265421625967,-0.787135594929695,-0.374402425652033,0.133744634877637,-1.25544427798198,-0.501982169603514,0.850890302293807,0.329541739887292,-1.12539685767474,-0.665141472933446,1.46340758053025,-0.31736028416263,0.19642414887758,0.760301142439061,-0.13611215659361,0.683297132017777,-1.31288137012789,-0.645086569893443,-0.529590169612876,1.0036584716744,0.696840799385693,-1.16383957087157,-1.48600746435487,0.972019277591751,-0.71663302769885,-0.170650755658055,0.412912128628034,-0.465325060092531,0.270847411651089,1.71648527264982,0.319855338558353,-0.818899655331007,-0.135914238141756,0.637357198884172,-0.648599701013159,0.392367468010023,-0.619364751207046,-1.7629072985395,-0.31681036850153,-0.884305432351103,1.17944958556405,0.641573251982327,-0.975476335713031,-0.832739370686009,-1.26406262745094,-0.360558619329931,-0.234593704396421,-1.14736472262916,1.11829159511152,-0.513088192302024,-0.367948182290832,1.7952032108663,-0.100002827108791,0.688855928032327,0.352993616845014,1.03955625118711,-2.00121000954031,-0.531284943746229,-1.97724579824617,-1.98288500690556,-0.176532717527334,-1.1102776366921,0.392321619067053,-0.211335027783022,-0.166083725763023,0.750693303487793,-2.60640737102556,-1.15812007223265,-1.03113604534316,1.04355571570756,-0.417810000420847,-0.513406232059692,1.08651270664772,0.712934616629111,1.54366298645497,1.70969004834188,-1.04272333297973,0.327073869682668,-2.02307866311819,0.733146980945844 +0.783608954624996,0.497850478229239,0.105676194148943,-0.441163216905286,-0.105671334003774,-0.092941018479472,-0.131802793041181,-0.453197829994837,0.834401567757039,-0.194152409320457,1.44566224110115,0.227542728568814,-0.0701942243053587,-2.17412464922931,-0.679112270457868,0.508484791605046,-0.275890474750511,-0.00581771387999253,-0.379415798181019,-0.366904910633707,0.213674518441066,-1.17260886019801,-0.384798672297195,0.702748931010458,0.626081345376854,-1.08030684721822,0.288169818251616,1.72700883321405,1.29187572312354,-0.135307406049395,0.435007205526097,0.124378266479307,-0.702651640434172,1.79026621898744,-1.2281836193586,-1.43064062509921,0.721231898711608,1.10328832396475,-1.35290184950346,0.152151396071861,-0.851991888128706,-0.5438885166101,-0.54611202207988,-1.12632173407088,-0.642231450884744,0.230438944862016,0.733739518696074,1.18298161074152,0.491146204122848,0.633189247403892,1.61208119736512,-1.0065481340292,1.34861529998307,-0.122508155169796,0.197449515466589,-1.04436247308976,0.282013838236583,-0.65272192246535,0.327249969745338,1.76159185432767,0.581194816879208,-0.67939633341417,-0.20300577965444,1.01497226020659,-1.54502467571834,0.86561315233749,0.511570775289022,-0.583311910599749,1.98413193716878,0.406152075937239,0.997867271421822,-0.920185436988979,-0.0604490891555284,0.0309730324517755,-0.855891535546151,-0.716333972116772,0.0341473607128104,-1.31815204971512,0.356689095181364,-0.0459237775225445,1.30189560692404,-1.78202377273323,-1.97452193642747,1.19563141952012,1.25192097145159,0.285401740533644,0.389697613859513,-0.079036298238285,1.07419520091432,0.812694713853255,-2.22199424682279,-1.65033133574558,0.488364731393483,-0.573614838023666,1.06180425143312,1.22649315953572,2.46837768986266,0.329987877105239,-0.496857969894198,-0.290768076022749,0.364444716088094 +-16.2956845845821,-1.96661715662964,-0.640706008305376,-0.723065969939874,-1.25864862806017,0.430284696359987,0.310016986578952,-0.675482291592071,-0.287340799840693,1.21458879448256,-1.92514525183712,-1.26190046286905,-0.453646374057015,-1.48792618735825,-1.70296483514544,-0.116358439876994,0.682315245137513,0.899355675856713,-0.991396812531003,1.09457820784237,-0.851365353860758,-0.048876767973659,0.330680560251943,-1.21451438389368,0.872931663855459,0.175396078648851,-0.686626008241128,-2.63250764609541,0.333671031663867,-0.208988948819788,-0.0729116390239619,1.45374084383311,-1.36758780159598,0.583197749189959,-1.27106502138202,0.08889294253109,0.629245190810868,1.26449613364349,0.30944156174369,-1.97326132409618,-1.71937580296318,-0.858549301944023,0.450377169868581,-2.2264074859866,-0.664178443147495,-0.38686369131377,-0.105956081619216,-0.671733976875938,-0.494181843877065,0.707469331514634,0.902960768100829,-0.851612042829978,-1.10719940407301,-2.17699358942494,0.739473320762706,0.167576337238251,1.29802839581992,0.350356614408586,1.19037838497796,-1.85658185826634,-0.79685342332708,-0.318611569966249,-3.84840269995274e-05,-0.301907306658092,0.822990237351172,-0.107980564945206,0.103141817684016,0.360332077010547,-2.50954289457859,0.470348995601502,-0.465406094777788,1.4795855372078,0.519887436771034,0.458411654341046,0.269124301191455,-0.130086492461006,-0.582492452949291,1.2465489558355,-1.07221859325987,0.890516151635442,-2.91056429000469,1.31201547479091,0.245201815514183,-0.113576716546283,0.543694710247719,2.12217419111576,-1.48640617585654,1.31101143367217,-0.305983267092639,0.631402325720161,1.20288886088497,-0.979387905516037,-1.35921613330402,-1.51901746274587,-0.316195157972198,-0.981747032251174,0.624965396265617,1.21939120301322,-0.634803818308647,2.03583436909379,-0.118582879029263 +-8.25010093349399,0.701355901563686,-0.849704346033582,-1.23627311888329,1.68443570809411,0.53539884086815,-1.03968035270204,-1.22292617936591,0.373241434166406,-0.921516042869578,0.41276949719403,0.285589580242562,1.57530770683748,-1.16193755759697,1.26516843521333,0.925546098499114,-0.117290714714849,1.03192255652607,1.62265979575681,0.209208082437128,-0.470408874742861,-0.704140337217957,-0.55462045006283,-0.137750126949227,0.816391978938957,0.330839221414253,0.788403786030499,0.743611327809965,1.47578697474206,-1.07486233391367,-1.28188764411534,0.350226959507424,-0.728807248919832,0.650333599101656,0.127383608306443,0.479237258969012,-0.411125620176541,0.500876131100523,0.420861380723434,-0.658878760701194,-0.494699035304771,0.229785936335843,-0.692515474185169,-0.253272863743923,-1.97301371082498,0.50870846650783,0.655762571951209,0.924698947331539,-0.325507791607573,1.37068146839201,-1.18344198624181,2.03878604469939,-1.54890311450311,0.000559584625123736,0.781435892320192,2.23377741359153,0.600218839205042,-0.315781872662742,-0.526348401440748,-0.0628553659762234,0.849550949134466,-0.658019293864502,-0.824594641794736,1.1310543674245,0.201997905093491,0.24576190325574,1.68308408170103,-1.1963427433009,-1.41180434505841,1.22618045720956,0.815356544971344,-0.7378562051922,0.210473331204397,0.384593475592194,0.440311891829922,-0.987757040660953,-0.721367743914244,-1.11978291354669,-0.0757479959685197,-0.257731834941121,0.0979401735831754,0.730840343306823,-0.718923961895859,-0.630058855720346,-0.789674097566898,0.97602105146384,-0.631021883341459,-0.788484767580048,0.482288585831482,1.28522671969551,-1.01817498879413,-1.10782537474745,-1.16525681408776,-1.96111626636912,-0.0880240957467753,-0.363498766874304,-0.178922411057878,-1.10075212823008,1.92527954101694,-0.796212504213896,-0.426453549691668 +-14.6127170990672,-0.472791407727934,-1.02412879060491,-1.2847157223178,0.911391291795963,-0.555278351313252,-0.184308868842384,1.54660915422409,0.403290331220696,-1.20844272044307,1.59336995138365,1.7492473631418,-2.00545781823625,-1.58908969414543,0.360357237879846,0.64822977373149,-0.344675863920062,0.0951327044554184,0.0895132277627515,0.432491426153216,0.686135255298873,0.680758638017183,0.121572314820453,1.40335789868052,-0.967975491966489,-0.320689231300393,0.691368840963686,-0.952351111335292,-0.647925964720306,0.997858726258268,1.01526613067697,-0.349025479659772,-0.121524925642922,1.2450301486185,0.760383157988027,0.683406455538803,0.0993084268808665,-0.439405825726849,-1.36602541858539,-0.828452648882737,1.06648977745833,-0.942643151607528,-0.779596108965332,1.4317564961981,0.62038170075029,-0.809396597344662,-1.23126609336929,-0.64489251592825,-1.06976068195843,-0.778056134077629,1.43308002390937,-1.39598222358437,-0.0698479401103959,0.12835196484847,-0.665550918985606,-0.672281932964844,1.13641129245042,-1.41119312519735,-0.255133994076784,-0.20842510763321,2.41707061116309,-0.162615980275628,-0.556709400434332,0.639451578125384,-1.62284828656789,1.75519625666133,-0.734866705641252,0.314724390171351,-0.759333968608841,0.120933745538538,-0.240403654831488,0.288344272967324,-0.0368396637641501,0.173952590312354,1.86660152850446,0.593445686826744,-2.58489551443653,0.600113097156557,0.799591208318987,2.06684467978054,-1.0779604859127,0.992333739146852,1.37284391721474,-1.18749913282224,1.17856196494562,-1.18724962621434,0.72712461202541,-0.107854506831741,1.74348458341121,-1.00093298700262,-0.0874637834141067,0.610910498640866,0.664101102222058,-2.41936693619108,-0.0796849921683568,1.9397382112248,1.26988761058271,1.11498948343497,-0.340104692840173,-1.38233174744969,0.78455497298849 +-7.84097146720609,-1.06782370598685,0.117646597100126,-0.573973479297987,0.237430272491026,1.77950290977515,0.967267260167914,-1.41528191976949,-1.04167329428932,-1.22898617755381,-0.414015863042303,-0.164090004134803,-0.643194791593663,0.419583039296359,-0.58363944056009,-0.150209374167699,0.11162049819721,-0.547627617221911,0.259217949214378,-1.24085358580078,-2.3359473318599,0.130006761402136,-0.0475961169783602,-0.188839311604344,-1.31260505619999,-1.61232868794999,1.24299900805133,1.15633016538051,1.35066841000033,-0.107399749074144,1.16305933920202,0.725598607819829,-0.635206048873192,0.161106626019968,-0.407652916022205,1.3156540407747,-1.43491267164449,-0.423679975612137,0.0478644721567874,1.23170354306709,-1.36184763274346,2.04350430210435,-0.047332659920564,-0.978402832216023,1.08867161825065,0.463215859683372,0.606569514039166,0.616813884899903,-0.434114796822793,-0.158113544897406,-0.202126635484378,-0.882994997402491,0.468005090421516,0.412336687584628,-0.684422309402987,-1.49461631904507,0.0696744125654669,-0.183980050914444,0.92610990072109,-0.130834635112921,0.343170309743907,1.98934911973313,-2.29142750276276,0.794958784716343,-0.703822877630497,0.980495074810237,-0.537756988088699,1.0123873950144,-0.239634163130694,-1.97826432925518,-1.40245132361352,-1.86080985001404,0.447906057854475,0.391491958293694,0.857132090315397,-0.915272823520527,0.271229173255662,0.798221759096071,-0.548070882961771,-0.0111326087247487,-0.233212663085504,-0.999500054025023,-0.820618410560149,0.335647263444194,-1.23271405613741,1.12471974763691,2.14944999847516,0.794524440389548,0.799182254853015,-0.26145289568192,0.260475840118837,-0.427799008498503,-0.831663758083232,0.755967695726303,-0.0501948755833782,0.753133344268838,0.746612801542564,-1.53756366394407,0.692017584593959,-0.122610698383884,1.74607429293342 +-0.644030899177581,-0.217974914658295,-0.947474614184802,0.617985817166529,1.21810861032581,0.286424419628825,-0.108280091234486,0.318390260408025,-1.72830451532074,0.742297024186518,-0.212150532081949,-0.162926710698454,-1.43684344365778,-0.992928349756011,-1.9940787873306,1.0403770193407,-0.283405314982296,3.29051744331853,0.209632833061035,1.49682170962802,1.09524438184847,1.10970808177014,-0.776251590566683,0.910490371995549,-2.01251977795928,-0.630552416864319,1.98220971242917,0.345861674157838,0.593408907817607,-1.38555799043147,-0.940039838457001,-0.459238429621469,0.594702688120578,0.725490691457639,-0.577421344918043,-1.4726494367775,0.359780354270464,-0.568073072207334,-0.91386627420982,-0.151085950935197,-0.24830383060076,-1.82549539989984,0.03543456559178,0.315063222248321,-0.226077238947635,1.58317836100403,-0.389590456231888,0.0340745981039207,-0.0248566438012168,0.413538663207615,-0.242671297917503,-0.580806129900227,0.156881145749739,1.36723917292648,0.814295613579638,-0.133160098464251,0.815918700985696,0.596546581983446,-0.454611040789359,0.121222119189233,0.674747490285039,-0.0610519410969586,-1.65236977680908,-1.47913745549668,0.851246099895573,-0.482457124875391,0.263265192295681,-0.164407004838077,-0.14794501066047,0.447248575383745,-1.89609645076539,-0.643701923640257,-0.0573442273899277,-0.886524893523497,1.6366827702832,-0.31928401625837,-0.141992951307933,0.18388078766323,-0.0568124267128896,-1.03429070327721,-0.618589226233488,1.52370789097861,0.650457649686153,-0.427534372964467,0.942811995418926,-1.66903888136901,1.71291745793914,0.365478048006868,-1.4984406743441,-0.973864227162523,-0.682576350488643,0.493082448235863,0.770413798592557,-0.0106082409057623,-0.209034253375517,0.659715381126055,2.12011465604253,-0.203313606686545,-1.12924090478568,1.23276415861198,1.4697778124469 +-0.303093815844244,-1.02600444830724,-0.490557443700668,1.10984813892972,-1.33877428723497,0.126315858458886,-0.69842066759439,0.846436285579692,0.641830027651616,-0.082919942339226,-0.0365372222047413,1.39857200633747,1.39531343894608,-2.16454708532897,1.9022097713993,0.292558684946182,-0.591017164454285,0.736685531250424,-0.375170753060867,0.159370441160762,-1.56715009883224,2.05850086898135,0.831441251138311,-0.221922000189912,0.504932697727817,-0.560485986655885,-0.646441834619146,1.44495717206043,-1.19170888523403,-0.59214062739422,-0.185466629123019,1.68475923125394,0.367501230897759,-0.274480218132268,-2.83937616690889,0.617651459020608,-0.817055357054789,-0.524706366281828,0.493842855094217,0.144956274656509,0.961930078148629,0.508792207400114,0.934481958737551,0.440956164186974,1.48023793951334,1.26276162796841,0.394815020131042,-0.850439447987543,-0.729108845461425,0.825075725328577,0.237540119595662,-0.595755686765138,-0.120859637284792,0.0367601401988459,0.888384026333753,1.17023378386562,-0.247314784417699,-1.3434200966493,-1.12022151802517,1.86173634509438,0.437213652427763,-0.0278099839182587,-1.57125070163983,-1.68068071887634,-0.997512301769354,-1.50083173493229,0.56358707830839,-0.388291523709448,1.01481148496636,-1.28776572578927,-1.0102355300278,2.42138011444996,-0.86943461115035,0.190932085796145,0.0586833054415583,-0.43134785692501,1.10391731154999,0.323802972576936,0.174738995382156,-0.439721331013605,-0.191042966446811,-0.693509176823944,0.93631735652698,0.611498768549105,-0.802170545646519,2.86932753114914,1.9541579949905,0.330255938989865,1.50970573441613,-0.210599397159724,-0.767014137269497,0.770204909163766,0.0946142881902217,0.69675190397018,-0.761976899872655,1.83338563927545,0.346639842831973,1.34150598090498,-1.00575084994086,-0.941158521456586,-0.463479239652754 +-1.35116178920976,-0.72889122929114,-0.256092192198247,0.707588353835588,0.6608202977898,1.27226677946852,-0.27594516842554,0.178190188418023,-1.52931053118042,0.789817921820499,0.365018751433036,0.898396240682948,-0.190703432644857,-0.63756876508045,3.39037082127154,0.668751399439465,-0.315936931242398,1.42057530487914,-1.13402124475505,-0.856281403403253,0.0219310628183824,0.140655531724984,0.84630783722297,-2.29802640030622,0.828111565769426,-0.202581284417019,0.96618929222735,-1.48276130575666,0.402171012485224,-1.10533356064609,0.730613939460249,0.146584016803509,-1.60873843468627,0.124836065396146,0.374320874220963,0.717074072832601,1.31689292485862,0.482825593869976,-1.55491383941194,0.300296912049029,0.0469274542718289,-1.99632720673016,-0.233386020255715,0.23852639929048,-0.409756055441592,0.304992512785019,-0.875318548777549,0.947850371730136,-0.38271233932852,-0.333022248776666,0.0629377155423012,-1.12552538199284,0.378800825326744,0.270771895991867,-1.11367173348657,-0.277110287899164,-0.153636906688639,1.00097515418795,-0.825764854661655,-2.07549704612431,1.25095003389709,0.511525893301122,-0.180305124601422,0.0589754749151921,0.774894794932878,0.363113909999487,2.92890073765466,-0.349146939138152,1.28079269441467,-0.61217174670739,0.00741535359866215,0.0914724162507986,-0.0889101522186457,-1.62758816223906,-0.841286186141907,0.155201186793394,-0.476095658518777,0.650494424541274,-1.61110951071779,-0.226026473872947,-0.149035334193069,1.50826341076935,0.796136862511041,-0.870401547449782,0.609075511086406,1.47510824892149,1.14165526601341,-2.28682734659651,0.737178219980926,0.212110553106329,0.0117492153499145,0.885916485284128,0.227042415977635,0.886306853227149,0.189614562420076,-1.12773975727151,-0.164468216305523,0.0351879419126054,-0.40048232230961,0.617050072157019,-0.108818587018686 +5.34075712335607,-0.625039267849257,1.84386200523221,-0.363657297095253,-0.522912376313422,-0.718466221319259,1.11464854536198,-0.875255477495516,0.00168368848420991,-0.267706421557085,0.665159875745969,-1.64849481838129,-0.524671199469671,-0.390635251474806,0.207480407355457,-0.594177641624221,-0.00815215232553516,-0.337680640667324,0.253726309683961,0.309046645446821,-0.19035897759196,-0.534616652198382,1.0241395066572,-0.880212545566096,0.335850688825044,1.62288518113168,-1.42726744709521,0.49463129762884,-1.23769284056948,1.03908851261442,0.863724842718663,-2.02985709292959,0.317331844798329,0.0396426273274589,-0.902854978742815,-0.210025808024777,-0.9258235679908,0.909263365392755,0.864717315822876,-0.531111479264658,0.566919054335015,-0.494322917187916,-1.70078808299975,-0.284222614442247,-1.00232204198398,0.333676634814215,0.54164091212584,0.722604398667226,-1.10069412034449,0.650773965410399,-0.493880053554895,-0.187725488793352,-0.768385643943707,-1.42765630977467,-1.23189169431553,0.599735644669966,0.0746809416916121,0.707530081680361,-0.172993634200965,1.03720074533958,-1.24918244905993,-1.21675338327355,-1.06639966452267,-0.358304019532621,-0.327474597347236,0.527572661503673,-1.30002668088558,0.485923668062809,-1.04154107009828,-0.239518273513102,-0.496765687212136,0.81644111260158,1.21696744889734,0.910026353420563,-0.814155313856356,-0.40294480146142,1.00904950741942,1.58297954237461,-0.165801246959369,0.106434259700459,0.43464760146585,-0.0390817340298,-1.68806748417815,-0.295050798828287,0.442054013272985,-1.55955382009392,0.48586452722185,-0.411092535280119,-0.102761799909701,0.830355876824134,0.269816245309787,1.83770151297992,-0.21501379608893,-0.619177890800688,-0.600127234744181,-0.479468321246097,0.842020047405752,0.681345263149107,0.358030070460921,-0.282271825160748,-0.473272732146784 +-11.9622480732662,-1.68669331074241,-0.651949901695459,0.0597499373846007,0.683745521850712,-0.450338623924712,0.550043961214136,0.941165806724167,0.250247821348331,-0.591892102212813,1.31782088371148,0.228556973262187,3.18404447406633,0.85678547377811,0.849806647511189,1.58043183698592,0.207495140718474,-0.0379576270545946,-2.09363944995893,0.870434029844877,1.29306948602434,-0.823516726518704,1.26799658618238,0.22273568903497,-1.05912444601131,-0.676770530437996,-0.457483758648024,0.295159338034633,0.947230675691712,2.54290445686211,-0.528747614634865,-0.472170080106029,0.541704658217943,-0.63973303753229,0.402574906183067,0.602459332748625,-2.05908538293546,-0.456577687018755,-0.044407932368369,0.300715141684049,1.62398016004902,1.48433728415762,-0.655838098813589,-0.618144042623548,0.229145399273747,0.421503008938672,2.99152532733133,-0.868606252322955,0.749164757240454,-0.548452682937463,0.684869475041558,-1.0380420431511,0.226991933442807,0.0995746809256668,-1.07465982098932,1.15660906509776,-1.11026361719629,1.50048061976527,-1.54881651115628,-0.76034070044251,-0.956586822541286,0.953601027080163,0.389090532297012,-0.339249854254092,-1.41795704082351,1.21357441265338,1.11674868817054,-1.27294850421318,0.225096459642073,-2.12211210045675,-0.787263734815161,0.543143182334588,0.569933206854661,0.684047217263731,-1.28899268625967,-1.29513325339756,0.252455785120805,-0.00195312365451891,-1.20492373985728,0.161425258200761,-0.294912924094782,0.577906574128332,-1.47304138272343,-1.25784490645628,1.17505009049336,-0.840713390285071,-0.27810990814623,-0.188516883345103,-0.671211980232572,0.299609421665168,-1.597252021361,-0.402359265957749,-0.482469833728551,1.63244336784396,-0.034221239568543,-0.529960426228721,0.221226598435007,-0.116591580815723,0.864536504615916,-1.96730476909972,0.17553477956171 +1.46544451389476,0.837787044494525,0.235386572284857,-0.70459646368007,-0.0608219546600742,2.39745248004976,1.23667580008161,0.170588081840838,0.563867390305883,-0.368352575126506,-0.0954875904449924,1.65354723467773,-0.0500372678876282,-1.10375213599883,1.22456031207416,-0.0039889443499837,1.53242362162584,0.448607097706726,-1.41856694283561,-1.38367713830156,0.188849315056629,-0.263033982230645,-0.506361787922575,1.44655271093401,1.56771674994935,0.0762644051386911,0.945466684608465,1.04786224591943,-0.539746145027583,-0.673715819136411,-0.878539839568099,-1.63237192678704,-0.261326989914513,2.03465321892986,1.4272117229534,-1.4145324747417,0.172659183962971,0.318990398966857,-1.03594269374147,1.50662404051982,0.900771211455154,1.12176857432144,-0.630470468347582,-0.636767960604578,0.686284539494493,0.898379755642647,1.54052050648587,0.0377018047450394,2.20977517791002,-0.341476452668467,-0.48204249043091,1.34246054657364,-0.833687266772298,-1.55545187835766,-0.0147790602894336,-1.71383683975675,-1.20558448472509,-0.327858920450055,0.808753043765921,0.942171680937316,0.0739198338164977,-0.0583640451901847,0.0352335986748661,-0.102197913003283,0.470800362199456,1.42939833345956,0.889579274958517,-0.842351247454087,-1.68800401031677,-0.183595039050664,0.089640627048418,-1.41970718079724,0.395379891222626,-0.0495199836081726,-1.79623981939231,0.28009914866019,0.741050015880075,-0.308821787027478,-0.254174798990381,1.4887659083237,1.10082003019471,0.147944852919403,-0.492799345134343,0.554534201115664,0.417437656928178,1.5521299362168,0.673627711620925,1.06045652313553,-0.0377610079164379,-0.619767452404083,1.77208750669294,-0.31975728444561,1.69609897184861,2.06552607354441,-0.0878866637644295,-0.416411467120504,0.40502274460841,-0.786308081147235,0.00845864220970071,-0.0602495271598923,-0.333345425746965 +-2.51861524759352,0.153373117836515,0.0779608495637108,-0.71721816157401,0.632960713031451,0.011129187220888,0.139097857161771,-1.06349790638204,0.189426237514811,-1.85261682424173,0.196278045472469,1.41527634991914,-0.443749311866524,1.1612892557387,-0.701804433538609,0.847842768893476,-1.35799783095348,1.67652231194829,-1.07639669493838,1.69010697003056,0.101939134905212,-0.0696018363603779,-0.464481896508305,-0.593402125000833,-0.370146624363391,-0.705398341626911,-0.738389150369058,-0.231168508634999,-0.236110187036619,-0.0922300081017977,0.345075406845387,-2.1783553060946,-0.0264957619663642,-0.558897599388836,-0.495919045927329,0.214394673940768,-1.63055613264585,-2.38579275089487,-0.0829221120128502,0.616992709956802,0.591190651472621,-1.39986064809992,-0.932327589303977,0.0174532471596551,-1.49352037264224,0.385927146861621,0.980378794904776,2.52239807042822,-0.425230228920035,1.01214376625149,-0.564795167351673,0.123512925286392,-0.804394854725982,1.9984893050234,-0.0210603638865698,0.600073975344566,-0.290661224565377,0.422608450965959,0.573994104339189,-0.447408819138214,-0.0597345451908579,-0.704946172078452,-0.498454515445811,1.60058413931273,-2.48890361390587,0.215458852795724,1.10273386310226,-1.49321763791648,0.891520581179141,0.887106977157379,-1.09280444405995,0.85936046537701,-0.113843453185286,1.68793300204711,-0.37715379660842,0.762910501226987,-1.79597414743215,-0.623122684555897,0.506151267678471,-0.686026483572009,-1.05413397984554,-0.842474252999495,1.04222750323098,-0.204411509653419,0.848560686198808,-1.16014991254167,-0.613720157263801,0.318694623895251,-1.29463205398619,-0.0893364268093194,1.34694791410306,-0.688717207029329,-0.388478599012128,0.157661880813428,-1.27091418665937,-1.08929797195475,1.34542640770443,1.31778834411764,0.471191590201957,0.342110581527869,1.66668924645811 +-7.49400789296693,-1.13813693701195,-0.961856634130129,0.88465049897692,1.33551761505939,1.63356842140831,0.410275096490425,-1.38804904760206,-0.732853806297125,-1.16961526041411,2.48799787722146,0.41995160381423,0.299865250136145,0.398362715628605,-0.35119622955654,-0.100116525892691,-0.199619050552942,-0.311474545456128,-1.07867886267235,-0.158030705178362,0.698135808858598,1.99180191472057,0.26121800049174,0.275979011382551,1.77903836149569,-1.24022784904392,0.345640699877904,1.14401684592874,-0.679536488943232,0.279735034290658,-1.91601821802967,0.0592086510876087,-0.432238306953734,-0.355779410672021,0.696725381553881,-3.12908819139171,-0.927846619109304,0.075836973157585,-0.265667025139044,0.714400058203048,0.490986408183824,-1.47609803629455,0.321903702210027,1.29963841108782,-1.6356334016827,0.606090117308301,-0.619014968381663,-0.751862790605904,0.4666662872896,-1.88275450185253,-0.254293407504726,0.858147790153634,0.106715468591871,-0.357022568847804,2.32759188427814,-0.517072254128232,-1.40164554337845,-0.873192571887215,0.842630663866924,0.861708157698352,-1.15086770637756,0.37431582186532,-1.6054317144697,-0.461803035391538,-0.64683985155166,0.167552997982991,-1.26904616094272,-0.266922908129746,-0.874287165770076,-0.622807288511613,0.968542779160611,-1.0216920662398,0.552905906109517,-0.548234524405783,-0.480849572450868,1.67049800540912,0.991712732321556,0.938155892129959,0.626969021909569,-0.46235339999356,-0.0498101316744652,-0.160803584533244,1.24234024306672,2.79522292316182,-0.71222130789425,2.39946449134899,-2.00315586409145,0.757946719392751,-2.23987706472538,-0.961339643286958,-0.330683240161081,1.32108027016545,2.45669883347514,-0.236958966288291,1.15802353891421,0.0930274584041338,-1.27027219721358,0.350563246343412,-0.0986551362070354,-0.22005957055813,-0.346608415396621 +0.827254539839581,1.25381492106993,-0.0713080861235987,-1.01559257860354,0.00729009031689879,-1.43850664491452,-0.558456912348133,2.08671743449315,0.986365859895462,-1.44203464635845,0.431098928114991,0.721220807112894,-1.56842462075497,0.362352157635545,-1.7271210366452,-0.279629906980599,0.631523127780826,0.853615666783069,0.107188816567081,1.12117078064864,-0.827014556190432,-1.12910954273777,0.630080976551625,-0.964819289479567,0.551402005080575,0.635947897868601,-0.900444693895271,-0.444960875475881,-0.852178292364297,2.70895941900681,-0.950077589348363,0.647860636697636,-0.293386742786612,1.32441739035745,-0.152545773297634,0.31205830314547,0.804032290142514,-0.878441856374896,-0.364461374099185,-0.834522825751897,-1.15841660363659,0.0581058397407739,2.50176509605977,-0.793507485143925,0.0464198809005516,0.637811527522779,0.324860466266969,-0.166712862493818,1.58196744706869,0.221546740723215,-0.759682871256907,-1.40542792339272,0.411464908515077,0.352160890026348,0.537578617769642,-0.0595924608676152,0.095682588507896,-0.25660425262195,1.54553917409677,-0.22192460273239,-1.75379726475207,-0.183167317158162,-0.67093240335342,-0.617623540241725,-0.0859842009139841,0.440723940671675,0.363893209127911,-0.0378021283944908,0.444844019071968,-1.4864914283609,-0.597874523412628,0.712890392058031,-2.02956006594939,1.27235101713631,1.41717620939511,-1.45280516329579,0.782987738818558,0.10267905941179,-0.889435327793729,-0.010895529705175,-2.10166164987718,-0.529824792261762,1.85785707040233,-0.437633109136367,-0.0914883244165588,1.32560851810035,1.21228101334184,0.854643427914494,-0.780464256764399,0.407181058873308,-1.69237277060883,-0.423828509853688,0.247744508374867,0.606351451698603,0.190795641104453,-0.203372516664839,-0.597198444968736,-0.488563801389508,0.343637505134219,0.126721384784113,-0.442139382112549 +19.3644363040514,0.426464221476814,1.44455085842335,1.95529396549246,1.01755863695209,-0.190516802042901,0.605370668930333,-0.678503145418437,1.73863376690625,1.05432227197535,0.188753109329833,-1.19693521218868,0.490302642672068,-0.852525670314502,-0.736578232271872,0.784438245280006,1.76202090344287,-2.09481463432023,1.59848754832474,0.0722613190889151,-0.195898856066376,-1.09321743652488,-0.339626156224904,-1.0164562413338,1.19031064508552,-1.05062867965275,-0.370350704115059,-0.429237403893111,1.70213970919678,-2.32900346367574,0.773587127057442,-0.761426888665313,-1.00704012536731,-0.0206222292289781,0.368604635711658,1.60156345500434,1.8723317486393,1.09853317980309,-1.49734909156591,0.179047539276805,0.839196893439883,-0.952976638746264,0.794167471420084,-0.122534387113049,0.480435287129279,0.227793843711254,-0.158338330946089,1.4028930698445,-0.384444162472612,0.925939991622145,0.153682006360345,-0.0144570974007778,-0.869121565044251,0.441335798429958,-0.150933762659666,2.24501021264297,0.798316598496388,-1.05387207492976,0.987465824766583,-0.610451747721243,-0.471632491670319,-0.151614769827921,0.892725899985323,1.62733903509555,0.250921910489007,1.08344626295578,-0.495790294461392,0.08609396739403,-0.994963863286208,-0.301931767961413,-0.174148350015402,-1.20561425006548,-0.0686946976916937,0.701140119543595,-1.62619427460619,1.42507694536972,1.31355186271327,1.08798007516672,-1.20385250835597,-1.15305303365428,0.489213700819335,-1.02078296437523,-0.929341919888444,-0.812751760336985,1.05786711870467,0.835960815401656,-0.516169940697678,-1.44947500706533,-0.0351132589421813,0.570586542317984,1.0248092804366,-0.0567439355194486,0.0419511022534994,0.899038534314755,-0.358887269291022,-0.929463553541532,-0.717915565480712,-1.25867113777206,-1.43961294443088,-0.867487393748536,-0.115799965662378 +-0.788315395998772,-0.295071482992271,0.451504053079215,-0.0903195939658516,-1.18843403514798,0.378423903636832,-0.506333542189239,-1.85557165391804,0.881178808925443,-0.5973300913628,-1.34224312528345,0.300131566881373,-0.0961632010799668,1.95366787989804,0.622409782886114,-1.58461664459117,0.426014362615495,-0.507254434081633,-1.51532414406497,-0.332422844566724,1.17758441380777,-0.407966690317779,-0.423344808400481,-0.777316643416822,0.330602226294406,2.73520918962219,-0.0407969264500623,0.0253793014557843,0.991804522902772,-0.513955735696316,-1.7037984055143,-1.32884232612394,0.425207599639901,1.16812642718924,-1.15579938527956,1.54198702770824,-0.262678090014843,1.18582440763367,-0.585210155969012,0.293346436715331,0.542106621872022,0.405770114828656,-0.154839559706279,0.0992681566007817,-2.34448637435628,0.720449424080687,-1.98512889480691,-1.11369772678606,-0.389164984085092,-0.344776981722618,-0.0972534984139286,0.545575680865128,-1.5509775524795,-1.30749298175472,-0.52794019949943,0.252268328862678,-0.882446125897466,1.07547944244412,1.44799889338711,-1.22822780912991,1.64517537794029,-0.114874638716652,0.476799443153048,0.223655476773407,0.257003679755467,0.167405046590996,-1.75314656659443,-0.167913783865368,0.016892882113848,-0.57346530372923,-0.903621292380002,-0.0315592041167918,-1.49767184123777,2.18965021245322,0.15895716488783,-1.02409117303114,-0.0557615967622082,-1.35119999550856,1.77720760311675,0.208131773523527,0.147604744805791,-0.141966124478565,-0.653206936772144,1.96302900357277,-0.840744443808872,-0.452411747316051,0.726821602559821,0.541795180391114,-1.22675156454802,-1.25221171998808,2.01791891031711,-0.605719206990329,0.574445533378719,1.33179937853843,0.511902703010455,1.85310485514469,-0.914485926976796,0.312971588921384,0.0559567804768863,-0.695571940009547,-0.187580301055017 +4.28430694070806,0.895125661045022,0.0412329219929399,0.214538826629216,-0.721604440436015,0.300038545205798,-1.42056550469574,0.533259362753652,-1.94365090132398,0.78945985279018,0.00285604762222659,-0.954448935187822,0.468525122530146,-0.164270832097155,-0.29071598924087,0.47836614779403,-0.0137534164753999,-1.29200907676331,0.433676020596611,-1.83492004662686,0.683473620979851,0.587559463498313,-0.618271527554652,1.36906206733358,-0.0646522280998777,0.0925629378272146,-0.612318766406044,-1.06925217238229,0.675213077027448,-1.20279475722774,-1.20077712678264,-0.602030747228367,-1.22481659233549,-0.607357120914811,0.417823594928106,-2.6596693797359,0.971651297680579,-2.19649538110396,-0.17332762282201,-0.655101630091572,0.403620734272322,-0.983938483895197,0.503667184079687,0.791413490106773,-1.70618749954248,0.0578393567246293,-0.240167897097374,2.380413636511,0.647275142770483,0.624855729729621,-0.295900576371233,0.0981120890176681,-1.02634997767561,0.466880857399669,-0.535056473700789,0.810778900487395,0.0519890587224565,-1.44825998440898,-0.350253492754211,-0.997604371919908,2.24416363039108,1.54720521421964,-0.311867437303258,0.242420207917438,0.114574862295207,-0.389052596533895,-0.902215452563371,-1.82927089117215,-0.00742458068206362,0.310873621923446,0.547558010896929,0.530265025244781,-0.405455694608118,1.26903037115332,-0.427968097911214,-0.186805476866261,-1.08483671576444,-0.455781033610067,-1.9184592381599,0.282311615825899,0.793815389227307,-0.887172891711821,-0.0244116825347875,1.92846178554658,-1.02009905686298,1.6722051022509,-1.72530302830821,0.507768765250309,-2.2359932644281,0.765068338506736,-1.11751900190073,-0.256515518720355,0.731720465459601,0.728032354879278,-1.05907222915694,0.0611866912141704,0.0573570002308713,-0.394710441345343,-0.206529808885208,-0.136493927160928,0.685333507516891 +1.62072942809792,0.878133487533042,-0.422496832339625,-0.738527704739573,1.51921771138818,-1.00563625951084,0.127992965684126,0.310230256060895,1.39957618540294,1.51649060169196,-0.221326153166881,-0.458018068096944,-0.982370635937854,-1.82489758417833,-0.214211534183077,0.393566372994815,-0.307556909596359,1.1133627173571,0.899544753321039,-1.10017221858719,-1.27549670675253,0.821111859737407,1.48220189072674,0.940310089910901,-1.01254806837321,0.0602535760786764,-1.94585208981637,-0.456571640834288,0.0736199590039371,-0.227624806236914,-0.240785063614367,-1.55052527235048,-0.590464655327117,-0.0128416593054387,1.30496154444897,0.535026842684138,-1.37736386169196,0.92231751847207,-1.48325220728214,0.117420548335933,0.0572003437749521,-1.61012301596989,1.44276824076692,-0.231328117024349,0.307769939615024,1.01128638626024,-0.316538046267265,-0.667302144757731,-0.952345799282998,-0.706496293740966,0.463791381562935,0.0175966291792284,-2.00020298785555,-1.07289994496582,-0.619871253094748,-0.989657753295806,-1.54098229380283,0.614687715561383,1.16046817067689,-0.362884622916376,0.835205346303624,-0.552909864931753,-2.24435886762858,-1.29503270099671,1.38496025874941,-1.05418173111399,-1.04398276513521,-1.27704373641474,-1.07276863866058,-0.621560704330828,0.374791848931808,-0.326084831299733,-1.4002913530797,0.761464999670919,0.657259424329231,-1.2110648741674,-0.141974685433015,-0.25083562434288,-1.10986784155283,-1.20080944442148,-1.39356757777262,-0.0187894464521728,1.24679435387727,1.53418047597992,-0.161222092011484,0.181666022418198,-3.46749014053051,-1.28983936850713,0.587619016735106,0.934933177777671,0.162385595774799,0.301264289054999,-1.59409421398027,-0.123870480920649,1.88144611621785,-2.4022450006031,-0.475388856936791,0.722693393080594,-0.183903248247375,1.32213601549527,0.534629559226792 +-9.50681398113912,0.821581081637487,-2.05324722154052,-0.57438868976327,0.377387973023929,0.0192592746253708,1.94585121773144,-1.3538343357226,-0.056055946186268,-0.191774809109942,-0.0110458298093738,0.935603683779603,-1.02298384214794,-0.203856471392496,-0.112559551502516,-2.69532936912452,0.41430816410829,-0.164453088280257,-0.989532202288876,-0.0413402999174309,0.637956367410881,-0.907934699241847,-2.50816635204148,0.5936651573177,-0.55851419019136,-0.0665452110108605,0.243096329527575,1.11000382848242,0.736333814551808,-0.275899217586007,-0.302073501137212,0.703001795150071,-0.91363806913849,-0.250936878426421,1.79671185562111,-0.349720994346983,1.73050131428387,-0.565728393717844,0.302361385182744,1.97352809039938,-1.27104788310115,-0.430168767896826,-0.309267177170206,0.637717307425324,0.888734457216717,-0.428251372732744,-0.0896303158722854,-0.521432196322171,-0.173136503089637,0.171207414363386,-1.82483093838315,-1.03428012006976,0.129017185333089,0.458505667493202,-1.09414715458447,0.430177724937883,0.934875725666293,-0.683645666438561,-1.35011322691241,-0.0403492698725768,-1.62032723364213,0.954259677245468,-0.486200731941719,0.749241651724491,1.71463081572181,0.0136392328017951,1.63771480212514,-0.295919836775165,0.379612705422413,-0.701263342394065,-0.444936363904856,-0.144725349116328,1.26750815363852,0.582757040099696,0.772936378152903,1.52855868136876,0.754743335139541,0.50534710397092,-0.324841657999675,-1.24740761133513,-0.543216369012219,0.183730179476005,-1.91377942061336,0.31994399913145,-0.12161964954941,1.08230069478159,-0.113366222613677,-2.08729404128126,-0.780499853388954,0.651893793713134,-1.45651571975901,-0.938623287222427,-0.126794642034607,0.357267791562067,0.50353453675792,-0.322903378907228,0.683932460581424,0.999897620171259,-0.621611007571175,-1.34972916937413,-1.57934369019036 +2.96611968049772,0.688640254100091,1.13133721341418,-1.31701613230524,-2.05222282043373,-1.07742065311198,0.800914339573062,-1.94295641358195,0.52491427931929,0.283878906352351,-0.575417641271167,-1.13689311169114,-0.693414663276185,-1.93444407073205,-1.8636669824956,0.368377328533257,0.98905792019639,-0.390374082006742,-0.0527994015224791,0.827852545117142,-1.37758962460372,0.127038606349588,-0.16757803378388,1.11546255343648,-0.0471078362764253,1.84364554004006,0.474900095404527,1.65182870430573,0.661712776915951,-0.72980880602493,-1.75404475768728,0.574503005108308,-0.870917714356669,-0.969113640406662,-1.18738065485708,-0.0250080580964582,-0.00508718145513425,-0.163941021677803,1.37311638605898,-0.974533231961422,0.153593751976728,-1.22421063279672,0.66448047052591,-1.49673280807476,-0.380935589430475,0.193770942237221,-0.532006993707045,-0.0385537561204246,-0.55316507526113,0.00977875691569575,0.252441911929357,-0.628717129629501,0.584768770263072,-0.618805090882675,0.174764410984371,-0.123568108208646,-0.357174502316491,-1.04794090296014,0.613491242490141,0.514331649330583,0.749614934060325,0.164420107478753,-2.92429113218381,1.1686553865313,1.83194492131541,-0.0152770016331879,-0.707736848552588,0.27580604991679,3.27590829896888,0.357690960412707,-1.96934798429767,0.572953053492816,-0.688711859938011,0.533985835716627,-0.839800257326232,0.13964252633843,0.881568481851896,0.654022286791513,-0.0727195880352853,-0.0692910012483671,-1.20919687614279,0.717668905739407,-1.22283146500023,0.735767556314044,0.00227876465127705,-0.574339432054787,-1.44717194540249,0.244182500604316,0.0461050911113271,0.878122462983766,-0.499899180846013,0.942810450886935,0.194248562596541,-0.400223447523533,-0.28842457507049,-2.56288361445495,1.28805666267176,1.852233473603,1.72797178396387,-0.786217214105137,-0.659888023578504 +-5.96564815737193,0.553917653537589,-1.46064007092482,-0.182925388372727,-1.36403745208238,0.712703325244282,1.16525338994626,-0.116302517158606,0.62203323587106,-1.75106751939608,-0.686815652442701,0.266918250873058,-0.767989573092782,-0.310510115786673,0.83762993423167,-2.16841774734701,-0.183858310546053,1.36909984619857,0.823610902622057,-1.88167865415457,-0.59831080371967,-0.0428929778975765,0.0382128770535341,-0.424424996733506,0.282074067985043,0.663927110403606,0.136714574061142,1.11425467962836,1.60352059838129,1.83415571752355,0.50937884189092,-1.59529150956621,-0.368555639793572,-0.30331195336701,0.533685008357217,-2.2161334557135,-0.779880243419497,0.898500827015439,0.782087200345919,0.552947651207812,1.25495609521765,1.0866419673221,0.561899116459364,0.718399655443105,1.20042237058618,0.0324641118561838,0.651828959763116,1.07467642177463,-0.967837023816664,-0.0285917181661211,0.901248254480784,-0.404901407269793,1.80192914517347,-0.679937391524609,-3.18918610643503,-0.231929337704031,1.53051861226007,1.46091767161603,1.65794005899899,-0.0762502507946752,-0.540183615684979,-0.277725410828986,1.77384268160864,0.71429342693586,-1.3113128640567,0.00041872417518068,0.897975810526054,0.187964744297138,0.0203573007436711,0.495845057791496,0.159958657524181,0.720223826137903,-0.488652300491905,0.863510790207517,-0.1699602174836,-0.0427132349614842,1.32965790105899,-0.215362310370286,-0.629099259869507,-0.679917049696824,-0.0790170636812497,-0.849989231686469,1.74907440578319,0.926872559105419,2.31791782237971,0.813003478177536,-0.369244736191022,0.457002597062591,-2.40861082199414,-0.942632613491203,0.628483509656444,-1.17216064922394,-1.28742723934792,-0.923899995999578,1.1320007304553,-0.242534860483436,-0.682199457053933,0.0065404683838596,-0.83977325586013,-0.0435465616008335,-0.431698806584561 +7.03451604867575,-0.0619117105767217,0.739947510877334,0.418982404924464,-0.200781015589121,1.08477508986065,0.358855723093152,1.13939629170942,-0.0966860732067051,-0.818669777519803,-0.720773631820122,0.428332039471543,1.29904996668359,-0.422227003189619,-1.44349288893542,0.65980437689272,0.163761406846557,1.11627285824002,-0.255509102547389,1.37544111232424,1.21092038385701,1.19520647042577,-1.05960960299357,0.759576936893122,-0.0332192123310964,-0.250990643747969,-0.48874772568831,-0.424865175188582,0.85003977821244,0.257065337064977,-1.02145633708376,-0.624068861570706,-0.485252516092759,-0.655267139665184,-0.508024170765753,0.385040501175137,0.397543921415631,0.68916731902298,-0.798532957525137,-1.07382112975227,-0.611712959847967,-0.334805580381143,-0.122634825795052,0.0963710077701884,-0.613786417628227,-1.07415455414373,1.91858057970287,3.23554281654337,0.420695958687057,-1.27578726414557,0.880440689856259,-0.802371216259799,-0.894728381387209,0.414206182097416,-1.16944424186678,0.557947656995286,0.0418094360662308,0.106958230099857,2.05741997137662,1.23242097768883,0.128002504049283,-0.644419619223862,0.0337124389773445,-1.14956738950403,-0.806461300793105,-0.394162971603446,0.60592517751456,-1.04871482146234,-0.41621940371551,1.14500500709272,0.425828084013383,1.51788812497892,1.23530940701422,0.763324150905144,-0.215953934243082,0.436839943393309,-0.0663639011771357,0.226742328134084,-1.35334550625973,0.721209208481557,-0.823293843581741,0.67408994182628,0.783972727423185,1.12724267380332,-1.50340811590575,-0.972405011976323,0.339561339313835,-0.691778271959658,0.796288197203068,-0.892883072332459,-1.44957391980052,0.851867378533281,-1.12103626320921,-1.47755249342347,0.167702416609913,0.376843997823719,0.41302089455888,0.160221120293133,-0.280588469964512,-1.23532310704265,0.943680170905876 +9.26125228181967,-0.305962663739917,1.90910356921748,0.32430434416138,0.865779404334488,-2.22498769648741,-0.608557178316224,0.636124035182149,-0.0752631976487263,0.0562148493828386,-0.214504515399774,0.0549119698396297,1.57914556180809,0.68182969040341,-0.208570162415648,-0.45391373338119,0.216936344144384,-0.898021203467497,-0.220684347251213,1.39899046430298,-2.25104517544585,1.08919223650205,0.385425894820638,0.209629277871549,-0.177971989093417,-1.16618980661084,0.900203657260438,0.318479885539619,-0.206189006457514,2.39358537418796,-0.158058937403218,1.04721605508961,-0.699961879182035,0.857447324947049,0.522720628103725,-0.526720687742884,-0.809248936707142,-0.819023245342681,-0.65686621713525,0.351996769280441,-1.80084924747675,-0.0378407039000508,0.0565460066372632,-1.09564527432851,-0.166695812608068,1.19882598973803,1.15565715134385,0.483314635182074,-0.13881389317545,-0.162588041070684,2.23177009882985,0.763807156156157,-0.47253781279156,0.366427285746921,0.991563499846736,-1.50429536972134,1.85985974779731,0.333310370005277,0.290955961767677,-1.23986666460124,0.677509852574167,-0.367106009737265,1.26106595229873,1.45037475149102,-1.25868184521442,-0.591002484435829,-0.794716347946563,1.02167750131776,-0.515186827732658,1.06539199491243,0.490956025670218,2.82471876434655,0.813250245338892,1.20037462254049,-1.05217728142542,2.85613088783249,1.57859807129761,-1.15733910758091,-0.0939130949407514,-0.564325331443096,-0.301360428036676,0.00465431422434222,-2.13558164758205,-0.665469620093402,-0.917957074334785,-0.536004058951526,-0.536169018574822,1.02462607803102,-0.91623458628306,1.32572439283186,-1.09663822216684,-0.682883964834335,-0.570905575956379,-1.42387548715762,-0.587688844477514,-0.553859846756625,0.315551383888632,-0.395748429101235,-0.837294519068898,-1.33858970572591,-0.0205541217901166 +-12.5650847584897,-0.380471001012383,-1.4438931609718,-0.781536487054751,-0.101883255715222,1.23569346230014,-0.202240855110284,-0.492937424161977,1.0191570693309,0.299086903336152,1.36813264802863,1.82218882183542,-0.156891953039067,1.00949618573749,-0.43856346205883,-0.694936825234894,0.729277634209656,0.427866487609647,0.307726791210618,-1.14331625591094,-1.77901419088083,-0.312280694434521,-1.96708768381011,-1.04910092481282,0.183485516942061,-1.03872776071744,1.07753566006142,0.098489648944743,-0.214892943259896,0.823616626218353,-0.196572207000955,-0.168059235328074,-0.253433896782625,-0.290983583023627,-0.178463862456432,0.373889488898866,0.050323030248645,0.320066756976218,-0.465692254480316,-1.04182477574096,1.83802787018593,1.38059132989247,0.65189100301244,-2.33035863632177,1.3497427411458,-1.16243321340069,0.660185179168459,0.619616219204552,2.1695257924131,-0.813952668017409,-0.639834830368802,1.75961293587004,-0.108508800819902,-0.248906664495431,0.149196928334611,1.39052776902899,0.334886687130995,0.194509270110642,0.76451131462061,0.55487533609341,1.6599327828159,-0.275913323896434,-0.173960891087615,-0.297783274696659,-0.418445671108985,0.925972690696732,0.538171974115534,0.0453630999514925,-0.360501471386532,-0.655573374851947,1.0494802263222,-0.11273842983908,-0.34256835679028,-0.140391418142241,0.117762836397598,-0.656474025297409,-0.788413331284242,2.03280027895722,-1.28432292290437,-0.0786210003406808,1.11627133832025,-0.360151775736727,1.07311191410745,-0.790936889204485,-0.823408826572036,-0.180293620091198,0.030225684980345,-1.36797261452683,1.20369150153219,0.728269589285472,-0.352978497577479,-0.909865161210238,0.53798077203192,-0.396882708263241,-1.40214194223294,-0.0336485450885563,-0.933241262679818,-0.709500666830606,-0.274834752576703,-0.288542802053845,0.499589693406767 +-3.1584449193819,-0.694706978920513,0.701784335374711,-0.788621970854002,0.624187472020653,-1.24104449680849,-0.273248106811925,-0.834188231584378,0.711601922486244,-0.759398117298882,1.04908662655933,-1.02234732857525,-0.35893656058468,-0.726104964901155,-0.218593816856198,-0.00684630317266509,1.11138040702469,-1.22844456851225,-0.0600132533332709,0.47230056219311,1.30137267282642,0.0459937666619196,0.954968861111918,-0.831062222281743,-0.524372042597516,-0.78498930533731,-2.37367085604992,-1.2590274729358,-0.468072564336127,-1.26531215025604,0.696628740831187,0.00951589246488359,-1.58489760807918,-0.0827812044442989,-0.248033265601507,-0.191218200356621,0.101772041721814,-0.467075231215858,0.605893415386905,0.590351151685933,-0.564277936786275,1.85782124241692,-0.0262386429965182,-0.365336634931301,-0.08155736257615,1.30512922116238,0.0550690875835367,-1.37352867429314,-2.84301789503408,-0.35960728144336,-0.980103654491157,1.31518008174595,0.237583034706238,-0.736329424522719,0.554631070423332,2.28263600626823,-0.18966487420983,0.652578814947499,-1.07861899600018,0.916666822054779,0.134384603027272,1.0906215035097,2.07554917645169,1.83661114423941,0.305340581221212,-0.143470359568202,0.556373474234109,-0.34922956089912,0.168806737963375,0.905595902184362,-0.819797433180351,1.32946118013757,-2.01983338623565,1.7700780657183,-0.364666423193601,0.447833087822636,-2.67943701237694,-0.258620547953787,-0.497926595692588,0.442190926057339,1.84468259173422,1.11784189633082,0.385901336062221,1.08766682206879,1.44663710311653,1.20255654821247,-0.724943075530093,1.93685825415602,0.0660005845761928,-0.305353538243724,-0.54258334394923,1.15519900929856,-0.477770219192277,0.539525417489703,-0.0407567735657095,0.333204120174688,0.256015837873084,-2.36336321758309,0.472344695962803,-0.497587817746738,-0.0784031998095674 +-5.3981657626236,-0.207917278019599,-0.262197489402468,-0.502198718342861,0.959005377787825,0.454769268982633,-0.468699779782087,0.271066756750545,0.990262246044231,2.6848589992268,-0.359975117943056,0.6061302614356,-0.329038830421669,0.806108868375026,1.45996594473579,1.37305204498399,0.279160816939631,-0.475615024211179,-0.555652889939218,-1.03363921335421,-0.814792784052655,0.652722613401543,-1.6633605848706,0.0500529319191458,-0.53593745633951,1.21494843097831,1.12457483752911,0.257408211140715,-0.363738560815834,-0.753491215068184,-0.0659814597136106,0.417240223978003,0.111038367521325,-0.827844692804802,0.682099496739719,-1.02543755537228,1.16912354606323,1.25185533604649,-0.0395195372513891,-1.26843989879875,1.14035660065238,-0.0529502178125204,-0.339508996123272,0.668860732126122,0.0258731020851069,-1.06846647571752,0.0757323802746318,0.141241738837254,0.645281929502748,1.02424399526782,0.326097975989528,0.422840228773344,-0.798348314380711,0.194005755434863,-0.589690702483591,-0.441200580779908,1.01206499539579,1.47491837971606,-1.53376001755048,0.510265148781819,-0.703421268235952,-0.781372921136103,-0.898641835997367,0.464740429947891,0.18706179676923,1.55853740384044,-1.15252941902685,0.268663524214536,-0.871752081481623,-1.32473847060709,-0.738381470699821,0.692659114556169,0.837010190946412,-0.0256507306642261,-0.649700964025581,0.0970799341271092,0.228813525819039,-0.0981801231087492,0.422550256259989,-0.770604404460761,-1.93130804196055,0.247223611057383,-0.698983339711992,-1.17330378363285,1.25017739255138,0.182634520906344,-1.09723951889746,0.615346706598467,0.21233159309894,0.598440212230699,0.0179318735696131,-0.0127412398388668,-0.912499128316006,0.989925278957654,0.62080922392487,-0.384683790484067,-0.785015750479333,-1.20439190211267,-2.22568790184561,0.55438072402774,-0.439351676618435 +-7.3412823529554,-1.26539635156826,-1.57214415914549,1.49606066984635,1.67105482886294,0.659902638142608,0.704167283929716,0.157353347216158,2.38292669523033,-0.458390139092389,-1.68591645453874,-0.0889305674506674,0.0692364778530165,1.42432310966876,-0.582059917915369,-0.635323077217894,-0.0761706715471799,1.61657763714695,-0.138615019460891,-0.125199978688284,1.24370701857891,-1.65349263659697,-2.20273488009703,0.205630061496544,-1.45570470165602,-0.188981575770903,-1.77954774715351,-0.824293327671809,-0.236683939495527,0.273038419162952,-0.13434798554826,0.626834196680769,0.631846158956852,0.215199005610929,0.746201526735843,0.333196336107161,-0.566591093897041,-1.57147258552999,-0.945056502792231,0.0204776647071165,0.624053470472814,0.333336200779982,-0.593989980081054,0.319055295918316,-0.899870707064619,-0.982083465583142,1.15752258181319,-2.35978263907092,-0.821321707080598,-0.566592582056899,-1.68526239503335,-0.118307690254848,0.929332179663478,-0.0487537818800853,1.40956455320645,0.518804573838924,0.529949314004044,0.0620263861899982,-0.0123408555423865,-0.129037134705162,0.764942458548993,1.64332373376438,0.837990321501561,0.416279250424195,-0.231192409164056,-0.78294431746214,0.725120654689117,0.852789539234794,1.52163774372306,0.160043407644027,-1.27915068350192,0.0699438598690893,-0.373347873955579,-1.30579410177537,-1.01757868492357,0.17098212263026,-0.0354772091216562,-0.353161254132741,1.03018952702862,0.921097221574857,-1.35749908415618,-0.788550546713159,-0.0056878649207849,0.388893387922627,-0.933461622134237,-0.452925304853166,-0.236897258851101,1.49020579147593,0.297255896187128,1.81189244087244,-0.116838295035402,0.214527564653384,-1.49256507532022,0.13046595661558,0.326506447943823,1.37827697306183,-1.06360717929563,0.637169798815484,-0.183591740182713,-0.389220440881234,0.664590558712137 +-1.34967929765624,2.16895596533851,-1.51466765378175,-1.13730362066574,0.0560167332749619,-0.199889828101433,-1.19736350236541,0.629711746692728,0.664415863694087,0.0642435566300379,-0.844583428535954,-0.260832243833924,0.0969042337010548,-0.784144004842646,-0.783097595711896,0.558103293948777,1.39466313220858,1.45012795133044,1.88283979238647,0.928662738846683,-0.168250200756106,-0.310270965480046,-0.763563825792029,-0.321358418660978,0.846271470268007,-0.757198622679825,-0.344550362435428,-1.06062421894714,1.22288074959827,-0.577898941085042,1.65474084400222,1.20624313870859,-1.28309869203391,-1.61193635690363,0.279077037786067,0.595069071311139,-0.375340288323561,0.819754452082411,-1.51198461058447,1.34131625877434,1.65773610024556,1.30909768203641,0.290962076036892,-0.364166389785408,0.0670106043901452,0.860888491074712,1.28164889939765,-0.258273243330735,-0.286229169578084,-0.0327291610703558,1.21069157198561,0.576005728308136,-0.379689160135705,0.95950047987295,-0.297443677420138,2.053861151768,-0.555519973414701,1.22091119465961,0.292900802591756,-0.505369887750267,0.819763821351807,-0.170785226051006,-0.0109436319889317,2.00767401732439,-0.155301426683517,-1.84394727346894,-0.00543950784984736,0.602054964782769,0.602384353454137,-1.98726197290655,0.857547675178483,-0.0528378442452677,-0.705913682965425,1.27519729484828,0.0581763553086045,1.11503425388666,-1.30403252015721,-0.99310543451176,1.10109495742482,0.305361356898435,1.17528663247794,-1.26787922827726,0.635905657069789,-0.734515887505581,-1.0680968901533,-1.04503325684861,1.01289298630273,0.816269094898657,-0.106334647695333,0.188120359633566,-1.96357218904775,1.41412060923193,-1.77449710135692,-0.239932876236106,-1.39688788966074,1.87925888033808,-1.83193106471071,1.64665633701533,-0.294149680262832,-1.47460162257593,2.33326805168243 +-1.54042040459114,1.20796199830499,-1.60153617357459,-0.179051594380198,-0.051981906180899,-0.645113956859792,0.866366132112773,-0.395797950288896,0.207381157385307,0.649791867153518,-0.457760533240508,0.464091233852381,0.290034387765571,-0.652404366499333,-1.51965399494385,0.341157868421877,0.164534117605585,1.10901875546684,0.873668679606028,0.868339647698771,0.427775678362924,0.574872884002481,0.162080393912321,-0.996491243786537,0.046932368001524,0.792059477880274,-1.10917311375928,0.725505461365908,-2.32835963269809,0.35428968907761,0.371894882020314,0.772565368613624,-1.41310062159301,-2.94987178428323,0.46404938204628,0.0543192874307289,0.123993538996108,1.39109608819633,0.559297162978602,-0.222474087449441,-0.0420905845473089,-0.17446224484665,-0.0550219977069135,0.0500653563275891,-0.644265584699205,-0.081744927167929,-0.591946857097672,1.46142509399092,-1.08880098387599,0.103023621831118,-1.04711359062743,-0.788614207390695,0.985170574488639,-0.632083935907471,0.587354813049546,-0.882059097299561,0.702250024275935,-2.34738248877123,-0.13245101256043,-1.40961092548223,0.903843672415332,-0.653641910106926,0.727129908185823,1.20833433161434,-0.41808374042322,-0.15997257338173,-0.239429939410603,-0.395955361635215,0.923412639155038,0.404704323369995,-0.459581093044728,-0.996601590144277,-0.539249664945891,-1.42251331058624,0.07883273012598,0.20285431550106,0.137886340389489,0.868923149602917,0.910031050071425,2.25569027549587,0.0766433230584245,0.341368107491606,0.352563570848827,2.04772366983463,-0.330875222600662,-0.737269411782967,-1.10155882951385,0.34506568921283,0.650562036147205,-0.403674188594264,-1.27974801114515,0.772212683455612,0.714266468154715,-1.79419866706166,0.419340099152551,0.813175288295526,1.71372829226929,-1.3876894791056,-1.14399797961244,2.45690107208285,0.00703032259175865 +1.46003420507954,-1.12310858320335,-0.530906522170303,1.90236182167893,-1.75323735914227,0.16532102124205,0.864152486225893,0.899354053203099,-2.21063311057562,-0.0260186347739953,0.103638004228304,-1.02040059068393,-0.746678941046256,0.650778363153682,-0.805698081611249,-1.17951862914156,1.57785197879348,-0.570903886330324,-0.914597072827623,-0.849174603633478,0.813278889629239,-0.523232154380118,-0.651567164764164,-2.09089194048916,-0.0836242334273476,1.34518001902217,-0.630105782923093,-0.707931887106341,-0.701845828410341,0.732572641958218,0.623540462610103,-1.37756706406485,2.23199711011046,1.88010634326583,0.378460412533289,0.567101587438083,0.897374477733325,-2.60952500918578,-1.04396345037488,-0.106397594203637,-0.300444528172987,-1.04362586510721,-0.371738277193412,0.155990601900036,-1.79943951694229,-1.8451908393036,0.949803349503218,-0.198070049692169,0.578400488855279,-0.189466034412415,0.438546775700866,0.264917112495371,-1.62921830722764,-0.123067474017374,0.0136732767186403,0.0471264794105824,0.630873707780011,0.630115626366462,-0.802389842175159,-1.54365870306588,1.14379108489799,-0.707909530538924,-1.32523126613269,0.460690015413864,-0.860649608648606,0.911943974043973,-0.885321526657093,-1.18106902313072,1.38365760106013,-1.07342867377695,-0.797742789296458,0.991033942202365,-1.11948448426382,0.0383256998883746,-0.644140130297111,-0.0787893747449257,-1.23609678483334,-1.81638425913929,-0.275446190860103,-0.31682768891911,-0.989423633204086,-0.75801220131711,0.795669551239463,0.974612420069338,-1.99402402553584,0.314212127886257,0.87508686066438,0.392554733764943,1.91376317655418,-0.581364225576029,0.146858364488578,-0.0818480949276593,0.796783614123055,-0.246306213737041,-0.554368233598434,0.965959015380923,-0.126452386770776,0.746666457080023,-0.162803767719323,-0.487471142773177,-3.40202380435592 +-11.0856612515709,-0.402884835299076,-1.4617555849959,-0.100974885328808,0.0993275940878275,0.438818700714454,-1.19862235906875,-0.830811527336248,2.69171400324612,-0.643567387027114,-0.662607275700815,-1.31345091651841,-0.846896388820319,0.183047969943935,-1.16618470736774,-1.74102201733397,-0.0619226576195498,-1.88143147027555,-1.24491762233132,-0.386636454475566,-0.651211869360044,-0.0599182013481885,-0.559286995277619,0.425235479441099,-0.740918614774916,-0.694531484071315,1.31688376872424,-0.144048750509615,-0.132880719366657,0.421122276651071,0.474898626830697,-0.362426925315183,0.239507240812717,0.757261697422699,0.278374001552994,-0.464010628735977,1.89559699317342,0.647746596960509,0.497012072437788,1.40419031178976,1.7322579791517,0.994200366161547,0.17658846965934,-0.752410526194919,-0.970491872039209,1.50342038213375,-1.18310978507429,-0.0576426334267687,1.35541776928185,0.806090490556974,-0.33780518841252,0.166466198021097,-0.162234665329609,2.2707832168022,0.479094516876518,2.30863463622962,0.372917673711702,0.422848197763899,-1.22221536911531,0.698620225191373,0.288753601819581,0.188105486356753,2.23816322683861,-0.786063559931139,-0.733647067905097,-0.153480072072986,-0.174061043295515,0.862933971331269,-1.08934616679036,-0.0738147669924104,-0.0461542338124262,1.03704135567893,-1.4188888331771,-0.848389891350233,1.59992099632912,0.315623451363177,-0.8354309531182,-0.318847782177853,-1.75598543873627,-1.97129651580451,0.695446530402396,1.80807011198893,1.53695217375178,0.527679634186246,0.492572298755441,0.358336547438042,-0.543361285734364,1.28592362421824,0.309818643925999,-1.15174047469814,0.468036730259569,-0.950814613153964,-1.28814106111043,-0.874361427984959,0.00923235007480759,2.33704462224211,-0.333683776934348,-0.431940329300806,0.267763744882344,2.39070819553544,-0.957886086352753 +-4.86763170820537,-0.466655353623219,0.687916772975828,-1.35984070382139,-0.571850057895563,0.883302819948705,0.639491997900534,-0.330544700119963,-0.482676821796308,1.04530566396331,2.00668069083189,-0.494480875483423,1.19707766374608,0.548774960444283,0.407946196248296,-1.99258577123914,0.613922964193686,-1.17569818402416,-0.359982240682608,-0.976163570997166,-0.304590923146605,-0.0210075354337069,0.333204975057779,-0.295271709137097,-0.247773863902407,-0.444932544042374,0.534513388284073,-0.973715576881434,-1.2832584037532,-0.13461283417085,0.571634626645242,0.302298495796781,0.0531929269048023,0.634728634060444,0.0912301601069542,1.28480081505999,1.58218645567045,-0.362979582071462,0.0730709155813911,2.03629655316149,2.15652982339948,-1.52463453962983,-0.773066921989977,0.0545550789313691,-0.23864909058919,-2.48852743080384,-1.19265860477875,0.0390446413634702,0.489112200603266,-0.0424478238394652,-2.37947638574378,-2.34502321435256,0.345774730922208,-1.28391642562985,-0.441453852528097,-0.925260469371071,-0.356463580925087,0.180887564900774,0.941244193037909,-0.31812607113017,-0.943263842642371,1.74803479722261,0.302436273877211,0.901634040871823,-0.829051291306179,-1.57886169108309,-1.08485155565336,-1.04514527242289,-0.936922309126624,0.27403305731802,-0.19097574869508,-0.501953588063571,-1.01225264903813,1.30756902051937,-1.16098375180673,-0.713746556369175,1.39926477342309,0.124840803991352,-1.56186433607717,1.17193207243707,-1.16363184517882,0.544792717468943,0.390112546889205,0.196198182203574,-0.077663050636602,-0.285008962297891,-1.325192575428,1.11504094238332,-0.12875036772211,0.205331495980426,1.44942319012099,0.264128901997677,-1.04701971761892,-1.32394291795171,1.24722079517353,-0.132883355270555,1.43215449095927,0.791188389379138,0.256801397637298,-0.935035495706276,-0.226493191282047 +10.3293427194621,0.779965118336318,2.10010894052567,-0.664769435274062,-0.974009582804091,-2.05233698390195,2.43022665234451,0.740814523725905,2.37473471509539,1.6155453232072,-0.272267534418351,1.75175714975545,-0.548627361103323,1.40468429454756,-0.863004246007877,0.551274211467889,-1.54608859424524,0.95255652462752,1.32877470094798,0.339543659904915,-0.415097169645636,-0.723653214316312,-1.05890092148845,0.54916088318128,-1.0867828557013,0.345284186723786,0.493898085741881,0.0559444258531401,1.61910061010553,-0.643538933862576,1.33573646703799,-0.109079876118132,-0.198507455577018,-2.23650826580299,0.915610225764827,-0.35797228180566,0.960255353783174,0.110221751018043,0.721771014943123,2.48310511270667,0.318518880351254,-0.245253129149815,-0.802419608349066,0.112268546968159,0.163631745977142,-0.692526021320325,1.59578333479431,-0.123729489633514,-0.911856524356647,0.154898225663518,0.259344892403064,1.89663701960685,-0.492190924375357,0.317251422360256,1.24400780549596,0.955478821523788,-0.0502266005733623,0.127099437362761,1.0059799101164,-1.51429472782324,0.133218261122488,-0.224260839154788,-0.496712975638095,0.768715581950775,-0.507211077954383,-0.582670401367888,-0.0239894760659167,-0.686447850288122,0.328528060071521,-1.49987005889833,-0.635335873067093,-1.20125122199509,1.0831385336737,0.665223165074351,-0.189315697763474,1.87501507016515,-3.05812274638343,-1.46899195618022,0.685282413360758,0.00980504292190552,-0.144643579913382,-2.73667446003597,-1.48063431852141,-0.809436307495285,-1.71689797109841,-0.672371847729277,0.634937003278403,0.251925858650462,-0.212151975750984,0.510267826693316,0.586975202630348,-0.374781459067382,0.0730981708785506,-1.09386073881893,0.334538947956589,0.174188372701235,2.1326311434083,1.74346763310756,-0.503576724463197,0.539162128762485,-1.5566266086941 +-4.58875845355248,-0.0833690664718293,-1.28703047603518,0.485459978904878,-0.17990623104754,-1.63637926805902,-0.557215481941608,0.989971608627113,0.374643568004988,-0.0296939710498354,-1.21394447023951,0.0557647746125201,0.303045695225451,0.387083119576395,0.304042035028136,-0.0347420615312984,-0.112391961337408,-0.290567886165088,0.292679118416953,-1.55907516443377,2.81608427602238,-0.994479836178391,-0.0858495457604726,-1.54589181325016,-1.04929735235275,-0.00484443653596692,-2.07799243134481,0.492346553150489,-0.233948301011858,-1.28932068916416,-0.0571041609665933,-2.17916528120393,0.492647761120744,0.677129117027189,0.709899292255341,-0.579651889845945,-1.90307697710446,-0.270074147559846,1.09417150104969,-0.393625324430424,0.16984704552344,-0.402155077823464,1.37356613266313,-0.72283146044824,1.06803589634442,-1.52033934327632,0.0369392685017888,0.100049582245978,1.61447746884251,-0.890281200482892,-1.10300468277767,-1.33156143483864,-0.478686769821278,0.410650514231095,-0.517633734430542,0.473501010253413,0.878862808907991,-0.457625390723158,-0.159137939752504,0.515379385755986,-1.76213695861846,-0.095715548183244,-1.18622500956318,-0.513157982499118,-1.39454099422648,-0.0390386053295887,-0.132753368038248,1.14541061392117,-0.479894028302119,0.897805220742601,1.96644490090347,0.0302883523965746,-1.04530027352358,-0.682706605763558,-0.727277841774519,1.8597519888007,0.319838091373581,1.06850860216333,-2.2864094178025,1.60541429225126,0.369378557804323,-1.02254967834869,0.0615794930752654,-0.478183556262561,-0.237914125201134,-2.07169289805158,0.730203038317124,2.05156536164808,-1.19314939909264,0.172067784336622,-0.0243112845911205,0.830167606849592,2.03606614755932,-0.419069823453788,0.528365893331736,-1.55443055760649,-0.722358707119447,-0.959487015899567,2.3136823981718,-0.646089022340935,0.316930444126918 +4.69063784332615,0.253318513994755,0.787738847475178,-0.375602871669773,1.01494317274366,1.43040234118818,0.844904241408072,-1.93850470145338,1.53843019889679,0.562267345403066,-0.141261757282513,0.331434398227886,-0.056970533803332,1.05170127017537,-0.146427487847921,1.85057170361062,-0.0217945399608857,-2.16260814556798,-0.701505236840661,-2.62932544155136,0.126147069097579,-0.199867234998128,0.497932992929394,-1.25333593531244,-1.9189517717066,0.406366471484777,0.196325342741564,0.502545254666909,-1.11691813121359,0.340894898598314,0.242843946422432,-0.758114724994385,0.037241061093232,0.519814270578053,0.793932838572023,1.04159278248064,0.947324753875237,0.692097306933716,-1.42329438949761,-1.05513659065903,0.742349498291056,-0.522744336367696,-0.881356062680646,0.198195563814535,0.0385342268220356,-0.567967502113959,0.0337820994332734,-1.51123341901236,-0.163726665585519,-0.382259076212963,0.922301059107954,-2.62587763955897,-0.637734260110071,-0.448890499888346,2.85993663383947,-0.363129456938101,1.12468748523873,-0.623076067904706,1.68109469214617,0.78960679651976,1.15080463938605,0.205072404879131,-1.52534163542218,-0.219160653899728,1.23287586812319,1.3043064867744,-0.245289947053769,-0.527161039368722,0.511160572434252,1.09648738242962,-0.740508206117234,1.11706337928647,-0.323864733560642,1.06610268437664,0.856030710683089,-0.796525173985439,-0.456855638009079,-0.482179828056362,0.741670511700805,-0.966394098848594,0.79118876881493,-1.24578468166768,-2.37575003180335,0.0982719309327437,-0.0450767462632371,0.378109771820527,1.16652154284273,-1.05322914728107,0.175368676277263,0.352617724653494,0.605870895730325,-1.12370301324877,1.7603031186228,-0.360438128158331,-0.830871491172082,-0.0631004897890033,-1.21525913870257,-2.08079796010662,-0.328477396848018,1.06664751736022,-0.584147782524672 +-0.750770490642453,-0.028546755348703,0.76904224100091,-0.561876363549783,-1.99274848868858,1.04662884711155,-0.782201845619403,0.107190407016153,-0.109710321176239,-0.0974124985026302,-1.00537758159341,-0.18984663767754,-0.957849392150669,0.622905462337194,-1.4335621799108,0.573675108263045,-0.758345417416546,-0.180187487716462,0.88223456781802,1.46981228187286,0.472800423111086,-0.347027822807086,1.63398965670861,-0.111331874671968,0.981698772648436,1.71419852577143,0.628803153873898,-1.07525797722939,-0.891613786810676,0.922335674092897,1.96963413281427,1.01455115132308,-0.545911952356732,-0.0776550413999491,1.1069684984941,1.11488218107788,0.753420372173012,0.928280305471999,1.02230365754448,0.651154342417501,-0.672536690409532,-2.75360875414907,0.315788060527378,0.310560313837698,-0.127406724329176,0.0886811291310934,0.979023019683957,-0.480871431890273,0.178738701781817,-0.64700443202483,-2.45149100964402,-0.000342472147151789,0.103420706841276,-0.709676063028738,-0.161728735063497,0.361853678481415,0.297891244345568,1.0956475467052,0.0153230091325226,-2.15100317530383,0.505667226698908,0.0634116980727395,-1.8163370958066,-0.275143450971411,1.95111699049286,1.12330243797358,1.11370060543598,-0.25578454152161,-0.0697608087205683,0.277361276663907,1.14140004741598,1.74067850954298,0.524438185756302,0.21792690991231,1.11576331613128,-1.88827924579304,-0.622156929067873,0.659615451932949,0.0200671792400772,2.63896450180085,0.677205298388734,-1.01664191522471,-0.242667123167163,0.222763552028825,0.836517108817736,-0.372545826220729,0.592739363493489,-1.30335657970002,-1.40921663376519,-0.151257783865474,-1.09838671255217,-0.687796343471404,-0.356535429283025,1.1538041991761,0.223612481734376,-0.537828540251592,-0.0780872618765368,-0.297638918071916,-1.60069174231155,-0.625039057680061,0.69695766608415 +0.472410381356438,-0.0428704572913161,0.332202578950118,-0.343917234128459,-0.427279287205429,0.435288948907682,1.1107114182028,0.60877901173463,0.511470754698125,1.01645521770216,0.156155707275326,0.470492731953825,0.591061909411507,0.433620389808855,-0.790607785722698,0.849695891082609,-1.0358928844223,1.41023922112458,-0.133370388722892,2.27347291299472,-0.34075354094095,0.834095065661453,0.479451881240197,-1.4128135356317,0.125964082145297,-0.0603865541209644,0.860947143393616,1.25804225002658,0.87239516251344,-0.0796694097451784,-0.530038313429479,0.158047162065185,-0.432476067022042,0.825038762653747,0.549337333014554,0.680655637101081,-0.697797127021826,0.593130101339695,0.687815078920929,0.435595444256836,0.49782615238744,-0.586900242207328,-0.968386578638255,0.52632360170575,1.10613338969307,-0.333540775490231,-0.19665658614585,-0.341587648007823,-0.0492386288291377,0.474278292025528,-0.131003819224936,0.107412294687636,1.26229835926168,-1.45720406104054,0.126126493805749,-0.332192091893926,-0.806874855635072,-0.186656775348593,0.977118793831966,1.83821878632785,0.702695839014471,-0.741664430606325,-1.71753992490193,-1.64377150706938,-1.30888435684359,0.811116122781701,-0.619107782374149,0.473075498900474,0.705940084746793,-1.2351754910404,0.600030538978784,-0.556531541211859,0.445657890350966,0.697800221520556,-2.46120436280051,1.95169632479286,0.130613555640024,-1.81763578783656,1.91413993932556,1.41632891445669,0.547186203861342,-1.64803947514363,-0.799065556694952,0.32638808648427,-0.0546581688862097,-0.0454864601525843,-0.042944645562958,2.4589646194879,-1.09286973835163,0.4706365393279,-2.28515562507822,2.85563219584061,-0.736820333046201,2.21125797572726,-1.45412596549817,-0.140945406484342,-1.45260841246455,0.690919985688461,-0.550892250222815,-0.0161802595633956,0.944522906044958 +2.54665637829289,1.36860228401446,-1.00837660827701,0.0904966471392212,0.116637283582706,0.71517840711106,0.249824719926562,-1.45082431349063,0.213957979642262,-1.15616739425985,0.233633614089869,-0.951679543017146,0.173104873492955,0.386084438184412,0.885112455057677,1.33438358533495,0.948159302551811,0.643468640519534,-1.12067849929142,-0.455033540238828,-0.24179064265461,1.52988221249492,1.71476299216676,-1.98295385072071,-1.11677637555443,-0.280702267534243,-0.973247350475229,1.49297171304439,1.86900934050409,0.75361765272448,1.29100897953624,-1.47256043761472,-0.344484706333552,1.1205690307062,-0.152998328694666,0.220506659926104,-0.564930211034253,-0.106292768822515,-0.307454889660927,1.28520823436664,-0.989612002140715,1.26631293072596,-0.230609646495428,0.711046522019671,2.41505639305858,-0.578854149910313,-0.84666438748252,0.569773368026909,-0.215800723580408,1.15152892329233,-1.05339701036674,-0.0080054312303214,-1.02429911136656,-1.41759645000403,-0.620143602752065,0.76038465906466,0.753812887631443,1.1814808095237,-0.671403558254217,1.23508549762175,0.161088256522705,0.988291199131346,0.039712049725824,0.678266250489179,1.25552093487775,0.471382117682474,-0.132324803001531,1.33516981321616,-1.60707158045143,-1.48467683482397,1.81636425818632,-0.12018183029352,-1.9490096977888,0.911637479950543,-0.580223733278719,0.492345014924342,-0.482700177567511,-0.278583121537628,-0.0106532577883124,-0.203069756912127,0.409495753358934,0.521126785487356,-0.925486373272056,-2.60126862619487,-0.712897541973411,-0.137606043038109,1.52101671163447,-0.793413753249421,1.41437989460868,-0.828003536019888,-0.244057232450315,1.33788081448491,1.84888228611145,0.482191063633151,0.858150932568371,0.125883201074421,-0.620994710460696,0.95014908761975,0.95984090358391,0.541146625819345,-1.81461068217308 +6.53661437961254,-0.225770985659268,-0.119452606630659,1.59850877114583,-0.893207570054953,0.917174917641003,1.65191539162316,0.480625599875217,-0.186120699373496,2.32086022399448,0.355587611628384,1.15791046656864,1.39978335621251,1.29132330445808,0.903076085954568,-0.500719097964974,0.91415873392772,-0.821258543529422,0.461192454211788,0.761102487094892,1.37875466885731,-0.0119223793666472,0.453160033529716,0.783595407833566,1.1637866037459,0.485414460894456,0.937543052030658,0.372910426410749,-0.124268503812241,2.227529683524,-0.607078196072321,0.215926206229537,-0.319669395772421,-0.122163599186946,-1.08947042324526,1.5948859846481,-1.36915034494198,-0.42412912886889,-0.0197490555703713,0.150213367683698,-0.297479614412297,-0.468870655033282,0.390362282133484,0.410310613259374,-0.0854377496312043,-0.163795855729233,0.138357324986206,0.207376636370952,0.0809770830406314,-0.460631493696267,1.12716590131421,0.140564613848128,-0.0990034590490781,-0.264020690520718,0.733028625007077,-0.509569485214936,0.149893353102687,-0.386938795071383,0.605766130429276,-1.26625963195404,-2.39122398897229,-1.23052423256499,1.12155646937291,-1.48860949103117,0.113244143951999,-0.813600361014787,0.863847975957668,-0.984144075044672,0.702752335304327,-1.50352648318506,0.109872279131023,1.71323257961571,1.46172387729718,-0.507134896840544,-1.90342670044957,-1.40656942486375,-0.533934670266231,0.0677352549954399,-2.14362076222586,1.11578511514163,0.971320390800969,0.376947529960637,-0.615266874573586,0.353843677552644,-0.641242754246421,-2.04566697775212,-0.437363048941313,1.59134943810044,-1.5346947112136,-0.221838047348204,-0.293948635045302,-1.0660926459627,1.49031868247623,-0.112955053240497,-0.760901110511738,-0.133209611269102,-0.102232528260429,0.487902117360953,-0.752463204114401,-0.334430286053997,0.563601402749299 +5.99978968834241,1.51647060442954,-0.280395335170247,-0.088565112138884,0.333902942499225,-2.66092279846568,-1.45897072853692,-0.828174270396797,-0.120393824622494,-0.603531247788338,-1.62185825912421,0.584705260241351,0.117459584626988,-1.00225987371065,2.00557327430063,0.510097928228489,-1.29873199484646,-1.54591665206502,1.52414281017881,-0.00750278370972113,-0.338883669537391,0.398671992491547,-0.00324112682536025,0.900869339749533,0.624591683369118,-0.049344529739962,-1.39520577829527,0.157479547884347,0.107028807376313,1.93382128195771,1.71013967532023,-0.158707473207847,-0.751698873596972,1.94533707765883,-0.488032453801593,-1.0106408939135,-0.0125469747796106,-0.14031375201881,0.488398385701636,0.160819359448959,0.794883533831671,-0.619043185207939,-1.00953678417864,0.301398927192011,1.17798559053759,0.269165410758008,-1.70863333602975,-0.75859247225466,-1.03055273658386,-2.21526238484571,-0.727834639228732,-1.18492733798134,-0.482566864635336,1.2527868090458,0.188879480095157,-1.7571523211675,1.13737163177908,-1.01348118369913,0.660152576360034,-0.804221018049235,-0.60968661305008,-0.980080361865213,0.353915660950126,0.345458004978349,0.0267545458181078,0.81115221155127,1.32097499885475,0.743183126429956,-1.84553238616542,-0.446322503252161,0.00902806668842954,-0.402961246699624,0.177940680194105,0.267385200686626,1.83669092425245,-0.810864474610165,-1.38737201285738,-1.35069077014841,0.82436043127328,-0.0784415800070815,-0.351521107756936,0.425304010820081,3.84776770582989,0.585547589286672,1.35189190348714,-0.0881348355347213,-0.0852105629885052,0.821518197756454,2.13113878154731,-0.0393596647867588,-0.821342697424071,-0.508651476370903,-1.6472888143601,1.76878922795446,-1.21049104230613,-0.284626370250634,-0.524494562027447,-0.132968301590482,-0.0676954848686345,-0.71484012451859,0.97280698896353 +0.172851748743958,-1.54875280423022,0.56298953322048,1.08079949615152,0.411429920615731,1.11027709663882,-0.0512978861253612,1.02025301216443,1.01283433584425,-1.45884941443809,0.220711290970649,-0.806452822691705,-0.331545758200853,-1.10518272915749,-0.00358030839978085,0.868793270244154,0.424378794934342,-0.826547225636788,0.434468298132828,1.47431379971599,0.0201363027607609,-0.0704153139057291,-2.25653485624939,-1.0299636420045,0.742382274584664,0.627765061532786,1.73874301887633,0.0773429033210805,-0.948535060055103,-0.494905476776135,-0.666247379760654,0.671853873401115,1.07410152344092,0.988362699499805,-0.869954917300795,1.1377699929415,0.0906300156783073,-0.227291151311803,0.660500810354084,1.51375863443316,-0.762953410175363,-0.66613948273847,0.595038671126996,-0.0954300964622639,0.486182864879867,-0.855759582087002,-0.472466103539983,0.849013844908703,1.15321130232285,-0.845512772514131,0.935340589208178,0.592497104156848,1.41320322147466,0.0537076840986283,0.635331325238311,0.813197717806123,-1.60142605000689,1.44656213577428,0.289679285846421,0.208349483346783,0.944323571486978,-0.415431332879817,-1.93209497227857,-1.54654749553771,0.0584569654178771,1.21840108562617,-0.104238754894299,-0.0286450610862932,-0.0183323638780197,-0.106741582463604,-0.616188357010355,-1.0102780365949,0.999695919546675,-2.52692025177042,0.139266047194824,-1.02953732673204,1.59922391528695,0.919474362433358,1.0943847293062,1.98732056206851,-1.09119075807557,1.1234220425164,-0.999698714984163,1.10246269157661,-0.303225276304267,1.80325813155164,-0.330301353901466,-0.429274897536772,0.701720792195048,1.32234516679912,-2.24457530408932,-0.111310058871381,-1.17476957310044,0.575524643402625,-0.859463003166384,-2.48136649975324,1.68459299015518,3.06750081588881,-0.39813194986707,-0.204474635271085,-0.680483584218796 +4.36712471191442,0.584613749636069,-0.372438756103829,0.630754115650567,-0.0330361592759917,-0.484987596562325,-0.526925176125598,0.538482032102641,-0.2014581469715,-0.35091782719307,0.310450080541646,0.0545532458119923,0.278294913305364,0.591946003397209,-1.49582681398214,1.36935168800303,-1.11254531995509,0.0345276713215226,0.192000371138929,0.554143932569381,0.376962164141067,0.601359843881131,-1.22465855193064,-0.272057268566593,-0.225770566942818,-0.223971151420257,-0.798634290243535,0.257545945939747,1.31664471072918,0.546711841395066,-0.814372276715255,2.10655860175097,0.0938221556594885,1.22438538128579,-0.298508586975253,1.71439383448494,-1.75355046064458,0.205061938233205,-1.71404332731453,0.161990769974966,0.850860623631441,-0.874739293700878,0.218915228575553,0.448760305225703,-0.0760459783736424,-2.07485622665075,-0.156740160934217,1.22658542110533,0.646328884938565,-0.934275894673734,-0.468292103835751,1.38068758134306,1.9277281824019,1.54571970712446,0.713170709295136,1.13232732088381,-0.744160153516132,-0.0984901260055401,1.09095134492324,0.364411956681045,-0.273694360157122,-0.27844094049977,0.0857532249551007,0.956413629126857,0.457153650450167,0.742200100646031,0.0652536747367251,1.42108869022006,0.470499873769073,0.353123764853313,-1.20180700028455,0.348797683174704,-0.937292247176689,-0.351222832836138,0.438840687184399,0.131430796048041,0.905379741940317,0.272527744349669,-0.41023390566632,-0.595823746529404,0.412061924597533,-0.035351975653511,-0.911686535167258,1.56442852049462,0.298306520787785,1.84942278547432,0.745570489794214,0.0142960485232446,1.76498441952636,-2.05940676688587,-1.36588819470312,-0.747390555298622,0.728057429429186,0.243161804868445,0.650458344602447,1.2177148424057,0.233603929023991,0.959280552944111,-0.685446064697667,-1.85817615589697,-0.92653364713223 +4.59831052629204,0.123854243844614,0.976973386685621,-0.113639895506141,-2.46589819376003,0.230616830631202,-0.197264869076299,0.769052294995609,-2.0376824944408,0.146708484145002,-1.42110844750449,0.716331619499123,-1.18559164903534,-0.119689664133114,-0.768417027015159,0.762651146326369,-1.05107322618156,0.888073700912057,-0.656243128417058,0.203663965116151,-0.431723745037877,0.218495462278797,-0.318962623738223,-1.13397290517125,-0.422872006585657,0.443522714401107,0.765024386769347,0.376423588722638,0.722656926345969,-0.702210637746134,1.03640262444953,-1.51590013106286,-0.773066829488245,-0.315117614832637,-0.525294572640387,0.0546095741367307,-1.58133763297504,-0.824595488543724,1.45885698110729,0.68223512694434,0.502179059686094,0.146021703841,-0.316606290644603,-1.26924504211123,-1.92088504995097,-0.925845864287955,-1.44256268479559,-1.27941767070771,0.0788285553783438,1.18075478725766,0.12982106876817,-0.838728583550592,0.500733127839078,-0.602236288764586,-0.768887741449215,0.11153896347961,0.532656441337799,1.21728073293652,-0.133401966236383,-1.19053321330863,0.837035825524316,1.05409934754309,1.50006794941982,0.822378750667808,0.10271365536439,1.17654312205179,1.099134416359,0.960598919602869,-0.794856573566363,0.79571099126796,-0.301643044859894,2.37772781695755,-0.44823004045384,0.846335475711249,0.0166670363461385,-0.275341374300189,-1.26858131323938,-0.0946161945420185,-0.294991724611515,0.170049645901807,0.373357963407674,1.43850642301198,-0.381080096164577,0.877081387486636,0.406006126879321,-1.50206357279623,-0.375118978717076,-0.402439401426522,0.452689408081667,2.27322552129472,1.4922422055699,0.879551968973754,-0.161774946875865,1.21588131541271,0.185347792806808,0.630501715779473,0.122876092183552,-0.383700947309097,1.31922969719972,-0.203771242276033,-1.93596093473838 +-8.2097514578635,0.215941568743973,-0.374580857767014,-1.5329020028906,2.57145814586664,-0.295157800883577,-0.629578742686005,0.120719329287034,-0.195889248829828,1.62362120768023,0.955365639730411,0.557730982054603,-0.835894053393597,0.0740052116849605,0.408488504840148,0.421147173037333,0.525412448266355,-1.93994015479026,0.568398530869528,-1.79913645176587,1.95906415617703,0.236595501860209,0.712270455853782,0.316426916752984,-0.0980529020064929,-1.56374070756789,0.317911345135436,0.136823618948169,-2.32925346285753,0.68981342390161,0.964931532612911,-0.505063521990801,0.591248734948418,-0.131122855661501,-0.196685815876952,0.585722003945402,0.174485077417376,0.584580583678504,-1.40789548336394,0.484517544998582,1.43374253551606,0.592780708087627,0.245466542402521,0.654270193041473,-0.967552745503026,-1.90435779127418,0.184764335937665,0.184011110654948,0.945405729852455,0.142993683957656,1.46235284119442,0.30587423629278,0.0663108751126725,0.578602600231311,0.825866376973108,-0.830126638963554,-1.35293498302923,-1.23200347970807,-2.00607830967004,-0.637104980710363,-0.937623989119962,-0.62305895188382,1.01468792813211,1.87245817496444,-0.86091686566605,0.30410729998282,0.319835560866633,-0.0464116058438771,1.50069989990355,-0.518481877194195,-0.593128760821164,-0.752163309864745,-0.268933922317647,1.01884847499035,-1.55689603224039,1.37479500350296,-0.313621099490744,0.178303766569885,0.40394163590037,-1.03202600920704,0.989545651247274,-1.12796160514441,-0.383997466589783,1.01462392366859,0.444066919748991,0.0305167312413108,0.651792945010507,0.0986456856685551,-0.187988743900962,-0.700420663154442,-1.11541324807164,0.249805640961243,-2.5699537413089,-1.58124693531926,-2.04381041883415,-1.80062446141038,1.67204034524049,0.175652378029223,-1.85351462035094,-0.521922497721144,0.963541902693928 +3.939106285231,0.379639482759882,1.05271146557933,-0.52111731755252,-0.205299257468199,0.871964954078744,-0.833843580535001,0.863648434157753,0.539790605536274,0.91120967677132,0.784170879094338,1.48193401587688,0.510273251139431,0.741277377171399,1.90013633489472,-0.868224047271223,-0.686024000093054,1.02320175527412,-1.07057053489039,1.08295568079775,-1.42845961222117,1.112915127616,-0.32251357317817,-0.0296783010019916,0.404690656237582,0.0139036583033916,-1.06360051761289,0.653823170914733,-0.645232545817526,-0.0583631400767486,0.551710837460081,-0.138762940342402,0.350228478678131,-0.922585422453901,-1.02389991827425,0.609702193642644,-1.02688393836773,-0.998298665870284,-2.0811641192689,-0.0444719203914545,2.16566298935473,1.44870575010661,0.0750448352632334,-0.534909374630435,-0.556743932301024,0.635338733866089,-0.732733102643874,-0.7490257660595,-1.22214879072262,1.56473745939815,-0.682169375643072,-0.270900317647183,1.36624980298819,0.124398605835855,-1.18988737780151,-0.482590012721979,2.74869116959292,0.357918034047249,-0.336735245188683,3.08373953891157,0.258120818631158,-0.178191822257626,1.84390932942692,-1.18582888580127,0.138099933242379,1.01855144503343,0.331826954305442,-0.754740241638122,0.218127441659153,1.10109146783194,-0.515993291573146,-0.473085651209426,0.652135057033228,0.594545830481905,-1.58464088388105,1.86164249953022,0.659389492006261,-0.0539104481702267,0.255442312812669,-0.0906546389243055,-1.00326319133866,-0.685407530092446,3.39789410326659,-0.422106919518758,-1.50175986696481,-2.07929234595201,-1.43474421331532,-0.495890451579524,1.6895905176338,1.07925984220572,-0.02235455818628,1.58880322390604,0.120741029712653,0.398335400093564,-2.17611139512561,0.0326423002521111,1.51049750921047,0.805696063225057,-0.0208450711464503,0.0219895902354585,2.08368545314789 +-9.89251783440488,-0.502323453109302,-1.04917700666607,-0.489870453138474,0.65119328158767,-0.348472448955611,0.57872237461645,1.38051452831454,0.61645571635144,0.142458432045787,2.29961936115445,-0.61298775489485,-0.333120901223949,0.753295047849076,0.110009123439723,0.729560360957693,0.993479982122214,0.00545772658802192,-1.65314902448089,-0.350853615046856,2.01129297984563,-0.987421149395455,0.543648621254837,-0.869460450959366,0.799914606641116,-0.516215987283684,1.1442586560686,-0.335768542377534,-0.234117494341529,0.277587578066646,0.273188529340283,-2.13620500038377,-0.137579581182907,0.407369085480355,-0.622302116573955,1.19358200831037,-0.299216322369481,-1.48428150612725,0.954239385650312,-0.53481116323028,-0.575375757570541,-1.56609128850758,-0.839650033769067,2.33752882268268,-1.11020718374346,1.87015838792933,1.11407753323473,-0.608148531230079,1.08512896360543,0.400904127545379,1.81861838674073,-0.060785904550875,-0.461615131638163,0.362650090922231,0.153363028470634,-1.31718431349308,-0.851797058411363,-0.315700054170456,0.75926864129989,0.937498171832295,-0.548026711622977,-0.332385705278369,0.41958246226038,0.954899796988468,0.874539627062147,1.40356857776285,-0.260038290356082,-1.29828942974782,-1.60975859972385,-0.369768085870647,0.372835782644859,-0.103887511234988,-1.22108962295101,0.246856797447293,0.881420659715242,0.909581324222176,-0.563385903834706,0.670286243176668,-0.0143496287067365,-0.904314736588026,0.35139421911407,-0.777926523230062,-0.0260711693695634,-0.546708463230354,0.687200526409487,-0.591791596706521,-0.77915763378943,-1.07420526214142,0.0202372234591816,-0.265212222554983,-0.340972999920453,-0.108035938083723,1.60017748706764,-0.00225304660849869,-0.396248469533164,1.43410888088952,-0.31692912084142,0.456542885333157,-0.171017568105028,-1.61561080874165,-0.11643781395344 +-6.25667683367504,-0.33320738366942,-1.26015524475811,0.0471544327615272,0.273766491036548,0.518503765888248,-1.08758071407693,1.96624801545563,0.616567817477434,-1.38948352398816,0.156702987375728,1.11613661549039,-0.0659609463524635,-0.262670503361778,1.14038682512847,0.500265872418287,0.0385235990753455,0.569778969605829,-0.0433527684937541,-1.40349008471503,-0.351591888879179,1.44786401312549,-1.06381135183874,-0.774217543896185,1.58946914995693,-1.19054257551753,0.0333768426273916,1.12934492850217,-1.10816067338053,-0.859014614409201,0.241859803341899,-0.031219995960159,0.400881867040071,0.264011434380507,0.35558715707793,-0.858810426620774,1.00771668611063,0.25777748308749,-1.51159225445321,-0.337547843522416,0.390638832603374,0.395353330683666,-1.39706392020774,-0.596338058924886,-1.16124993960642,-1.14546193848128,-0.281042036472996,0.419863624728317,0.212001873527642,-1.54755722071225,0.986158368247289,0.975708454860259,-0.056820381470355,0.205401537908923,0.912622167357091,-1.38737601474183,0.447210710627482,1.95405205583343,-1.87410461064231,1.39053798682574,-0.64915536254515,1.60388383078126,-3.28937584855757,-0.215424857788577,-0.235909539606058,-0.96828360146562,0.0998192539386361,-1.00994800667889,1.56194118142925,-1.50075678799885,-0.447169999700267,0.0590779960324681,-0.479177912848236,0.748586771913576,0.362035080919156,-0.0212244551339766,0.0448672654869373,0.182138332351512,0.0552541815015395,1.73819787845621,-0.448644849725143,-0.377894617164921,-0.149839624441722,-0.864994491272374,1.18763919384774,1.73765802746496,0.293401898890875,0.68772905198068,-0.420809420822254,-0.28665224532171,1.6864853826376,0.891097377033371,0.0248641914366479,0.920243200965198,-0.887506795970201,1.78030900479632,0.012039174475276,-0.024970953910034,1.43355156758384,0.621139544974908,1.10669459920306 +16.6702762272778,-1.01857538310709,3.2410399349424,1.30019867766682,1.02467323481835,-0.390684978638979,1.48403093155628,-0.028395054749065,-1.69210152086908,-0.866037744672114,0.0467335275180007,1.03654800994122,-0.11522170942195,-0.312543868997102,0.768081304692261,0.634250253706911,0.536148975785724,-1.65325556323487,-0.0345935057990383,-0.20179666491333,1.35711964684949,0.349112412179829,-0.274129717350557,-1.0620811934282,-0.509070404137271,-0.413069207837028,0.818407774847846,-0.0376828117706237,-0.273224175602157,1.20537791583264,2.05476070604651,-0.593169037912431,-0.906378995284437,0.0912835539416647,0.213605953502618,0.895706193348967,-0.42591120128335,0.415290004058814,-0.224143134032667,-1.94852696812301,1.55866378109588,-0.153233959963217,0.106131768782063,-2.88762982904888,-0.412925484950059,-0.885435444170508,-1.09100027664817,0.841849795634128,0.503221026911538,0.494910618258433,1.28460132176685,0.277768209440347,1.05022857914546,0.777727573620663,-1.59146442510994,1.13239345345274,-1.72797425500649,1.30768999356293,-1.71511380432561,-0.793424833520022,-0.185835544381645,1.44882146078712,0.642383067114167,0.215958394156016,-1.22442065535727,1.51913192071641,0.00724071688079461,-0.442255356623107,0.310591488256536,0.713489787805379,-3.41378800539887,-0.388849858802789,0.625164879333557,-0.927948344686553,-0.729857281791154,1.11766911663723,0.117080936615634,1.53861131958462,1.98312504230562,-0.322913631606971,0.65496913829468,-0.903917622638662,-0.468349701374868,1.63388660497806,2.05528511410174,0.832202373842384,0.193904035749299,-0.293945093193814,-0.580025192331106,-0.130085916841193,0.144071118945159,0.343356828838383,0.892058478064377,-0.822015122438086,0.041660916344768,2.46498118464281,-0.961403422541013,0.191131251914402,-0.0592521393499084,-0.0633874213995069,1.2277428318739 +3.54776930926747,-1.07179122647558,-0.416857588160432,2.29307897383109,0.817659446374088,-1.09278720910151,-1.18620658531375,-2.2490510903324,0.368742058011194,-0.163284932229294,0.0965858340824363,-0.162483131902855,-0.650512618774529,0.0735986090078693,-1.16809162211733,0.423645045572256,-0.523626697886161,-0.666654380122182,2.36505553200281,-0.126778159792303,-1.99917741100747,0.180822010712195,0.21700603247715,0.436374262192543,-1.01556474815148,0.371994945422908,0.218192085822206,-1.75569401653616,-1.13344115426419,-0.0841799664768694,-1.43253449521809,2.23560276857964,-0.198840252562068,-0.680687428865753,-0.404069681572142,-1.70894706616893,0.127064314826948,1.02541957291262,-1.34652889551142,1.27845501649895,0.199045427726552,0.285286018572319,-1.00472117009238,1.37208530087141,0.951889434480402,-0.875533900687168,0.239222737737268,0.380156936736672,-0.455711994077975,-0.747853894850659,-2.24640056940027,1.93184106588039,0.10571373539749,-0.00773183144031521,-0.441399608592731,-2.05851452686204,2.20505144512363,0.56028484440506,0.0227944231451889,-0.3076327232952,1.71476121837628,-1.05839965003638,0.213093639533192,-0.414164333478325,-1.65130268614561,0.76486829955584,0.576012131181961,-1.20756606000662,-0.27616570209019,0.556979381175099,-0.20899787818783,0.478360104866217,1.09420449561273,-0.674439400656587,-1.42869016738371,-0.747612474183573,1.63056369553001,-0.416552562330711,1.09860616564195,-0.59774607868777,1.13979987109752,0.6431477517884,1.12579662627949,-2.04566836994947,-1.31749173927412,-0.343229784516763,-0.699101702797779,-0.186111935954159,-0.545617365222827,-2.43751067763418,2.02723076017641,-1.41436767855623,-0.858131716529239,-0.562532138772236,-0.547550995150125,-0.555006355682593,-0.686957110580947,0.479133621148106,1.03451545170935,-1.07479145782257,0.101293752103079 +10.1834080815815,0.303528641404258,0.298227591540715,1.54758105898377,-0.209793171228509,1.21001051044026,0.10107915139528,0.0315260045939917,0.967859209947064,2.55302611346059,0.0697662309003006,-0.975926692821885,-2.01868865908242,1.06301778929474,-0.171112652264859,-0.201838044710004,-1.15122133494359,-0.448234189265524,-1.2163473078919,1.05920687266615,0.956080621428453,-0.560241851130579,-0.359385718165611,0.571008847814101,0.100858665610429,0.0923429640204638,0.868497252409914,-0.0997203693834034,0.359307953730572,-0.445919957955063,-0.986336317053269,-2.91797621388336,-0.999154704327225,-0.231969495130984,1.01282233205102,2.07690354539009,0.615771024583157,0.726076067920901,-1.79458430934769,-1.59511082920805,-0.653813001319679,-1.03171726842629,-0.0352199893647191,-0.598652381678844,-0.920180526501519,0.788390456341582,-0.0532176840575105,-0.534844330403008,-0.782293586541174,0.000603359390358705,-0.168516631588257,-0.332290606474839,-0.475412846638052,0.968502349122963,-0.402960952747705,0.558693499080777,0.725815431282296,-0.506910722681421,0.120618840406489,-1.35137784214305,0.172215159503044,0.436514338345504,-1.7182887639908,0.415046268850245,0.622705635129701,0.705371760342561,-0.145321250629295,-0.143448325440646,0.724999708576307,0.117951165076868,0.188237618848249,-0.656089810469421,-0.905278662343015,-0.912534514450111,0.692404334339715,-0.649698500999308,-0.784991866770306,0.874317166067321,2.04758884678852,1.12492410292339,0.846193971833174,-0.128108776140932,-0.212019587052905,0.256732445128801,-1.14268778582837,-0.395289289056012,1.39154886537592,-0.348916484836278,0.449052046730961,2.87665790201919,1.04504549464797,-1.39990439302273,-0.101810415569687,1.05022926564705,-0.433759528684946,0.952152257141813,-1.44621434077422,-0.590178420871035,0.236448686656401,1.27557246284008,0.0401718519647928 +5.92707355710883,0.448209778629426,0.636569674033849,-0.133150964328944,0.378167772208507,0.740900011274274,0.532989286826481,0.205561208449975,1.27657868146766,-1.86022757421841,-1.84847277533767,-1.08914519088452,0.348834970176592,0.426020486679004,1.30526153634768,-0.0768658984340142,0.914752241002756,1.04389134830903,0.170906323349044,-1.167396032264,0.876431264976865,-0.163877591582529,0.11283169498315,0.376474894415886,3.02210418529039,0.693483762521126,0.0216805208980772,0.447020452653874,0.335644763865137,-0.0766213726151868,-1.27914012290609,1.48822116820748,-1.1838104344236,1.98511178276459,-1.64112944133307,-0.571339759295446,-1.12465771102114,0.219787376146357,-0.442113996050495,-0.590700483309733,-0.997570805415241,0.0455114176114473,-1.64807616548373,0.592950917859602,0.118175117960979,0.0313446839741886,0.0403178822322321,1.12971200930182,-0.54620305037046,-0.101653371124766,-1.46661662751573,1.48194329316471,0.184986351845422,0.490184917432232,-2.06230271816286,-0.384175028057493,-0.51390709879415,0.983500789726302,1.21905112735143,0.362437281539337,0.222438460532846,-1.29720147388242,-0.131452234665525,-1.11134482368691,-0.0639213043292653,0.0735477699279826,-0.307188837918487,-0.535742096095451,-1.25021542760217,0.49119909789118,-0.0706717227085059,-0.134651472082506,1.41211395332358,0.351892765401576,-0.905791592082889,0.0244210991546445,0.766974274773346,0.14098363985602,-0.404282461174009,-1.73132809909557,-1.02150484077852,1.1109469393458,0.470018887056929,0.0399818687732763,0.440787497235852,-0.0818653362898174,0.81905863440206,0.346742382412599,0.394750837019549,0.25786882219952,-1.54754044061895,0.0800346103888094,0.948457343100097,0.34984755487834,0.286616164909266,1.41517118631539,0.653788380431656,-0.25368412277231,-0.836224475272863,-0.139930151074155,2.05214798922842 +-11.2696633274846,0.0530042267305041,-0.483780625708744,-1.75652739555764,-0.945408831123893,1.72426223915645,0.586735339092625,-0.155345347144399,-0.224961271044116,1.13105465184602,-1.67112705864224,0.457786957944971,0.761639507646859,1.43300751082319,0.876096109595914,0.687364113281517,0.238071491562714,1.02817404739542,0.805053093622193,-0.557643627318445,-1.27121697156009,0.373684804430444,-0.670748026053258,-0.842889697415977,-0.428615845083704,0.940899243153547,1.11522864969301,1.2300316728337,0.81098435313938,0.0763983799958751,0.960755490376344,1.00802466769112,-0.331398650181689,-0.929159357105225,0.482758608560415,-0.316190965486705,1.24267702194518,0.691599611796066,0.647112024498933,-0.370331045729754,1.4004443032093,-1.15361378713773,-0.929032489887539,0.22574206980329,-0.202992795359762,0.488947815943938,0.215454744346174,1.03188963184648,1.03625304627522,-0.144058142629655,0.759275035989203,-0.455655564121926,-0.447633825506989,-0.00953732033365802,-0.20256487619833,-1.32565555519199,0.261131714601403,0.721696856710964,-0.0614644550457881,-0.0502489767645623,1.59184109049033,-0.829073430273456,-0.671879471327625,-0.902131112277193,-0.593243113086633,-0.955012525982316,-0.0749796735619426,1.97806561213558,0.00167062410266024,1.43010331389261,0.201011150367191,0.675957695557538,-0.132608781527953,0.0627806044708449,-0.298892255828553,-0.185507451338307,-0.593421250324587,2.16178726647596,-0.411679303927403,1.0550838439675,-0.870041274329626,-1.52604062628071,0.108873465160088,0.443885007827916,-0.506527344100333,-1.18312190409505,0.0861944196129517,-0.97984040002516,0.0644186784680573,0.670083154984448,0.108306582350392,-1.77302414557006,-0.146484001811181,-0.778805694855359,0.654957323035016,-0.768205197130969,-0.227686995035828,0.79568525238738,0.379970091165424,-1.72081681781116,-0.447245537200563 +6.23704521220557,0.922267467879738,0.516862044313609,-0.388779864071743,0.856923010899318,0.0651539325793032,-0.30174666386638,0.568288620777075,-0.321892586182801,-0.527234257233921,-0.0775389667912034,-0.0711267337208945,-1.28871623535013,-0.00763687041997194,0.463796141567798,0.17163150692454,-0.239067759454706,0.435090459248337,1.05059284411588,1.48811992838316,-0.768323878489628,-2.06371425739842,0.374345223259504,-1.78616962823527,1.14568121778476,0.828464029727859,-0.352180864911126,0.0602104326151076,0.416456135933571,1.63686401169385,-0.245641935333867,0.735091629620298,0.168024801248484,-0.406090232626196,1.56983056712062,0.258885176649788,0.917015357279716,-0.980497735371133,0.315899380117686,1.20552835668786,2.59949170568404,0.659703276387862,0.272110814193612,1.09631206213814,0.79309979915499,0.771469878691198,-0.394021000135933,-0.989382575570002,1.09077665503263,-0.331369056733852,1.22277702922995,-0.231322401662488,1.86991842288677,-0.112809987537774,1.40758868957049,-0.232507509578728,-0.710477164451562,-1.44674605812155,0.507967691166116,2.31181944593844,-0.287694905922889,-0.581611242371406,-0.443464894242919,0.820606953567625,0.225603363522552,-1.25008980491088,-0.459219901074889,1.09974633988314,0.283132471325672,-0.330111226268629,-0.450345071082317,0.131910036877225,-0.192449574686267,0.393917044558323,0.788320444546589,-0.775319743901906,-0.276484609889604,0.0276192348576938,-0.310268086199533,-0.711250770865978,-0.611967304475551,-1.531390868365,-1.5614252210103,0.840796391098779,1.2511625108288,0.100254608889982,0.295126009159854,0.331478561341754,-1.8254701805495,-0.594443778600514,0.458109487699554,-0.932775933376535,-0.0647367544867058,-0.843057131273291,-0.409712105369356,0.583194803930856,0.562839998634633,-0.421944354315324,-1.10460030213751,1.5494297385514,-1.18161268028822 +12.4864838477646,2.05008468562714,0.368964527385086,0.0892072230732945,-0.461038338884354,1.12500274582817,0.079501995328401,1.01067796451426,1.48783783187804,1.66599089998742,-0.581067380566498,1.77910266685145,1.48240271845861,1.12566760522075,0.477114245376879,-0.830108574326988,0.0692353265457363,1.60421218162388,-0.0107244846593236,1.35866576877003,0.193524845470222,-0.601521948838093,-0.0810548925112574,0.530875663154472,-0.243098209585093,-0.324489176475348,0.527288318248801,-1.940069201671,1.59411403885386,-1.11072398833375,-0.130008455896796,0.146811992724805,-0.913005530683512,-1.40343255381246,-0.407847758248619,-1.25031206020367,1.27296529299446,-1.14060970386147,-0.642473816319186,0.0578507042481702,-1.04730028301091,-0.946189816730988,1.04532279459033,-0.903266023923327,0.0384368414759949,0.247834608669137,-0.326590873793965,0.31316852556151,1.55487239810675,1.92120815461321,-0.617535389141603,-0.32711762721469,-0.38322360709269,-1.27667121119404,-1.40739406899524,-0.189051299337589,-1.71944851395274,1.18797120323758,0.27328335419751,-0.318163330993801,0.517725254590259,-0.847301808931937,0.471270768091317,-2.88614912498486,-0.695993002502861,0.302697041617515,1.54810614854915,0.508279506349271,-2.92129601548532,1.01000141216471,0.952372185422378,0.689808756238025,0.67325305433309,0.390901574111322,-0.883609685930349,0.371213747781675,-0.0497915302407789,0.128342863330021,0.721283781384187,0.191068319499424,0.439968523830681,-0.679166863591522,-0.811263287088516,-1.36122238319406,-1.51261390155335,-0.841215555873698,-0.267514353046628,-0.518703643263045,-1.11699649029816,-0.722516809421962,-0.631549410083922,0.678924942512418,0.183009680001701,-0.768814894379527,0.463385582088643,0.304565030630141,-0.211542410101104,0.633734912118758,-1.187199766292,-0.578191674025222,1.23872328136125 +0.0509291458556249,-0.491031166056535,-0.215380507641693,0.845013004067436,2.41677335378821,1.97541905401908,0.961264151809677,-0.517982430167822,-1.66792804577932,-1.1392006399734,0.0547365250574253,0.535137960496205,0.385154823687235,0.883002311017247,-0.491405300209402,-0.290159119805667,1.32590834259925,-0.515411199745366,-0.743256141429252,1.16321454390236,1.14383542879701,0.58599161230581,-0.0470493466531285,-0.177058947394319,-0.478543237763877,-1.32815619805706,0.378571522243943,0.00483176592536138,-0.386137877288101,2.45899120349098,1.78330681833913,-0.710800295204202,-0.17505812828446,-1.24072906757593,0.387584918040847,-0.262894843235988,-0.42620110290016,-1.21548799679483,-0.0157570470708231,0.944225289376759,0.1105373040221,0.0635472785679089,0.169278549215246,-1.18906159124793,-0.16816299181802,0.447831638138293,0.648003818354912,-1.15966477035314,-0.0619972054953878,1.5098548579768,-0.511773942223519,0.287902029979113,0.940762582355678,-0.648600599019152,-1.09945170416749,1.2023016768504,-1.08945880275189,0.857005905130621,0.744498787583579,0.010704375169905,-0.723090852254389,0.228593291980103,-0.59186388659965,-0.272773064564488,-0.0823685875750121,-0.144335636573246,-1.05980397324969,-0.558492355752965,-0.410088785933338,-0.550857321607034,-0.338939735460729,-1.39064409398918,0.876163568296054,1.16127591931519,-1.32420349383643,-0.624943399041277,0.312162856591727,-0.352602254408073,1.78350470205458,-1.33785155012305,-0.711965551005824,-0.873373138638672,0.00114889952699058,0.799110239581399,0.371930404777423,-1.35460891469248,1.21731707848943,-0.226804865490008,-2.26485262133252,1.35372676264559,-0.385779462158999,0.687114384170281,-1.01063637716624,0.321711652207346,-1.82074096882308,1.28051955049487,-1.46268213153585,-1.11392856485416,1.21382258885069,0.19332751608516,-0.598233690675221 +-5.57334899424408,-2.30916887564081,0.0652930335253153,0.962527968484271,-1.65104889568819,-0.281482115038967,-1.45646591707643,-0.29409532715611,-0.436829976913125,0.143623234662747,-2.11120837326053,-0.371944875163495,1.34164029499387,0.61208346090007,-1.3193853133442,-1.31912572417651,-0.698166634620072,1.01253719377392,-0.0657840518699871,1.66152394534788,-0.765999304028674,-0.294481786351775,-1.94878708644615,-0.0393923499714967,-0.710417122207556,-0.280334969912362,0.843859777098379,-1.19921192196747,-2.15330336743643,-0.773312386463012,-0.579026452784536,1.10563140078162,-1.83044612088624,-0.286765201435186,-0.558288003324279,0.0614874404655674,-1.46431958960135,0.0447285363233251,-0.0986951474975073,-0.294231849492569,-1.56806914561435,-2.12723267692916,-0.994434982580189,1.06496900017888,-0.584189408985592,-1.16256526522146,1.62673701629703,1.46673353907052,-0.756056442753469,-0.889284398071151,-1.62158019298443,0.466534226807171,0.00114037939802183,-0.263307562979625,-0.393075493057358,2.39883323295012,-0.911419288341439,-0.187570257333689,0.916152839032716,-0.94118578917588,0.848355575369828,-0.313185666444505,-0.651915887319594,-0.444030506514711,0.285876083075394,1.06502977207387,1.2126046821893,2.01685395284189,-0.690619496498588,1.38481651121209,-0.458743467606728,-0.830233284077037,-0.758346497140262,1.74197897662288,1.93266550607338,1.13423841676414,0.106990675093955,-2.08687798940646,0.422692643650483,0.62040897823253,0.210288247149174,-1.52098422590799,1.20310842125094,0.401890919389888,0.38663280046535,-0.824252609917138,0.37059370468417,-0.493653343101893,-1.22013688500413,0.790071969027246,0.0276314120457617,-0.45777057756259,-0.821506857532294,0.760301034877906,-0.739163424385538,0.256226138368885,-1.06079762249479,0.909549892158232,0.211379146945704,1.62171389334205,-1.4757096969074 +7.63379636872114,1.00573852446226,-0.034067253738464,0.684309429416465,-0.463987242966015,-1.32295111275522,-0.781739711532082,0.397842208800339,0.457462079357455,-1.09955094170275,-1.49869825452676,-1.02554224849711,-0.957170471242288,0.414700706778464,1.29542579083131,-0.967031902668912,-0.749408444463181,-0.035940029790719,1.93975599193716,0.204030979829896,-0.224125999053298,-0.800527545484263,-0.673668581278741,1.03212798487339,-0.211244627717603,1.16965543651082,-0.621042494956867,-0.976105703649749,0.025659213079887,0.174643374960065,2.02279460124328,-0.885747065035595,-0.446737251934726,-0.391287301787077,-0.0220150362400862,-0.339967488178091,0.511162949780878,0.661470374680939,-0.0235244885614462,1.67136844844011,0.0696712063141521,0.326966861093077,-0.415337398323979,-0.958567467505941,0.891898666517829,-0.0617882821038358,-1.92569377349633,0.270059578028115,1.47246617375261,0.198680207047596,0.790937635334595,0.145161086801629,1.33035103673469,0.935634309069237,-0.059463044387427,1.82290899159925,1.14134489632312,2.3119814587379,-1.33370301395789,0.230341910610583,-1.34698120837174,0.306202128122618,-1.45676385275197,0.746511110155203,-2.03889297449334,-0.0163205357692386,-0.0104457896309208,-0.278674836619455,0.355527267647867,-0.165597496145851,0.924742515541944,-0.154801930774448,0.864579771902525,-1.30913466488664,-0.52275980763519,-0.351299467301722,-0.481422182887622,-1.9738655117554,-0.31794469994204,0.967863288949851,1.10998565612562,0.392481087020716,0.311693057107097,-0.064551088012137,0.884497799310296,1.0454890507708,-2.00072094213404,0.0586544774230282,1.84889391089167,1.11822295318091,-1.92787431742729,0.050773163258731,-0.437910370275815,-1.28076654297001,0.28035543019459,-0.246422434798604,0.746091729049969,1.26902608418495,-1.5845710102469,0.650310267796565,-0.336164840191767 +-0.356975005939501,-0.709200762582393,2.12845189901618,-1.39527434979947,0.825379862759242,-0.239351567138116,0.32040231431661,-0.550223741489138,-1.61777376538123,0.903516426361675,-1.10148343893874,-0.582401674605252,0.166781288354251,-0.279882397142518,-1.42021949166693,-0.144611070135517,-0.619615052707355,-0.667342096176409,0.482739008175833,-0.581883686869775,1.57134693497734,-0.63569453113499,-1.48964408489825,-0.8935158344016,1.64178447087543,-0.121476364908072,0.177691497867866,-1.02562705123497,0.649848845025497,-2.05814136474925,-1.40944081364363,0.694761817861876,1.17066727472609,-0.616901564232573,0.815603462122397,2.02629406134448,0.618532251784249,0.906392247142644,-0.446038295193204,0.486997818356882,-0.307179864752321,1.10772289770159,1.09363612666732,-1.53369411787315,1.13933307604848,-0.616103464566919,-0.135680412514509,1.06713532118701,-1.55194489509854,1.15136467995391,1.46152195521853,0.599325334115896,0.930724347311392,0.791319019046477,0.104925407257234,1.6269914642286,0.46620878824698,0.952848473501362,-0.683495473248539,-0.783850951122933,-0.0558260657035301,1.22963755720089,0.172284600439745,0.430621324669046,-0.984320528114096,-0.371086502233272,-2.02055705772414,-0.0368637196963349,1.11319335478242,-0.232804343394382,1.19278655796072,-1.57446266611955,-0.948963399300591,0.434757453696401,1.79234298282381,-0.360930048877003,-0.0127098688594458,-0.136036680349748,0.308252633385196,0.347548477485232,0.543333818221803,0.669879081502643,0.130598427256718,-0.451935076923305,0.902945421002935,-1.05306643299546,0.0317639392573996,0.440206587745544,1.52197810199733,-0.315362893659983,-2.13982675801654,-1.17270706565925,-0.979455779426929,0.620576863210951,-0.375555790494756,0.486042211568252,-0.76489475746182,-0.455491778546619,-0.612073093229238,0.0609689206700981,-0.842040965601314 +-3.37273017020628,-0.688008616467358,-0.741336096272828,0.849643045633355,0.510132546878663,-0.214041239985383,-0.444781978336992,0.0912673834882354,0.279627862431757,1.48377948873809,0.986058221060247,0.342888392897331,-0.100013958938808,-0.109037509169232,-0.93889591970583,-1.79813255637493,-1.58499126820987,0.923380038330837,-2.04447707255807,0.555204061863422,-1.12734724085149,0.235749032414043,-1.6057180576203,1.14401532568501,0.301846720563439,-1.63729165104512,-0.580165079131849,-0.799226924512563,-0.401235599512803,-0.654460530329722,1.31783561304849,0.402639185314637,-1.15141589767973,-0.773844309532882,-0.914014481393565,-1.78676065095644,2.54036862385644,1.48370145305015,0.360949902610342,0.547294217368083,-0.0120532862537221,0.766162876774896,0.518684257567906,0.777969495009857,0.0194424834681,-1.30482930362763,0.979682304928802,0.388143801506102,-0.15888537828916,1.10252557067069,-1.69993221571343,-0.781932342398934,-0.648756927555097,-0.806275012776523,0.1889952180983,1.61588635938788,-0.370388308034412,-0.513929842073479,0.918670629996042,-1.03844932160862,1.12771797949832,1.17110292471268,0.550965515977292,-1.35425784600741,-1.32163677757622,1.5113711153913,-0.544876099049932,-1.93022537849204,0.147656116917149,0.620238400325893,-0.418907825100109,0.190549121736647,0.838568411269346,-0.608092801083095,-0.466197814954333,-0.0639032150351381,0.253134521816688,0.0921926590068851,-0.335823920192339,-0.664604668938005,1.24829176050183,1.31841504464163,-0.80516346412522,0.391651714170855,0.112032032678918,-0.957467223830518,-0.049580863194301,-0.862736840323824,-0.725157633773547,-1.33517617751057,-0.718784678929352,-0.107219808269581,1.14247427213288,0.398092156339235,0.6329324490232,-1.06561419174068,-1.42357523909514,-1.58409308552631,0.608394630605105,0.263962522763769,-0.994240964580995 +-1.62893710782172,1.0255713696967,-1.09599626707466,-0.446557216427222,-0.589481038515,0.15168050450932,1.370003993971,-1.9617075988853,1.87786402105219,1.95072100640115,-1.09849000709012,-0.450934647056651,0.768507431881776,0.229395495708467,0.62896499251984,-1.68854247459158,0.819628137503742,1.3811003308495,1.42345912865025,1.05872312582593,0.947793980716858,-1.63483238484751,-0.493883100845236,-0.413191495212929,0.487329123215285,0.491383222869776,0.908637825733444,1.13712909055669,1.40087647763291,0.731773364128733,0.323121002574827,1.07623819643517,-1.19293202004669,-0.196626923218971,-0.554820797749138,-0.105388415641915,1.71949292604995,0.329200587574838,-1.08270251099142,0.877530983969036,2.89485439080467,1.0536729823113,0.787040338989375,-0.0652582755903693,3.27178275094146,-1.16898434302642,-1.17921193210068,-0.108270386698755,0.603257019789009,-0.895383046063281,-1.81251474524571,-0.238878516187315,0.282057595472141,-0.476322723291209,-0.278202451547745,0.92873539670628,-0.256257861475329,0.931140803824297,-2.1669918070516,-0.104194748610789,1.33843952252584,-2.0712886450964,0.571722040589605,1.48288035944086,-1.23730985692168,-0.265342733295722,1.15598167474767,1.09456625573888,-0.802166501068598,0.607284523395547,-0.126638880751514,0.921528665264763,-0.530415535058218,1.41077825366179,0.427162210957329,1.36192184066441,0.418049833386118,-0.690263563046815,-0.190591992314197,0.591885836530654,0.0882687556639668,0.512022708360951,0.926087654316365,-0.754227985413387,-1.65511237263211,-2.32449891688899,-1.01721427522611,-0.57098989603792,1.24769642363971,-0.607538380044804,0.436311667305016,0.899814674861503,-0.877908641199135,0.230523279729319,-1.15102670336922,0.66338102445058,-1.61960383249504,0.304244544102541,0.278458526700406,-0.51818844088866,2.27094389609834 +1.75115387697552,-0.284773007051009,0.0377883991710788,0.174802700161256,-0.996780742207522,1.71230497731928,0.673253863354836,-1.11989972139762,-0.00406065343634058,0.797600657589519,-0.799513953576531,0.51423012023069,-0.575859567912693,0.0488888906792862,-1.2621945493896,1.10256519943608,0.192369646744246,0.878250416184849,0.540502660915081,2.41363327147105,0.448768189234897,0.871229240582207,-0.160798367745603,-0.713187821756013,0.838735792432261,0.281819310693371,-0.636686379475083,-0.831528899543843,1.09476867868607,0.50523305857902,-0.388600519991625,-0.596546431488492,-0.21986145850709,1.13402054312043,0.532223347384848,1.17884728859329,-0.464882764513658,-0.128191449344178,0.377517395774565,-1.48223225272895,-1.39868047845967,-1.35594279846149,0.996700953789853,2.27820422438891,-0.00299321217346231,0.937609547717227,1.16681337455667,0.750488542155902,-1.16228473907955,1.4098008988475,1.14414109742141,0.652135347242971,-0.145816428129493,1.73713939902695,2.35919691735473,-0.454516417334737,1.07226546534951,0.409298429359221,-2.56886469517867,-0.903302610637793,-0.0864712721110291,-0.254411710301793,1.18917934773041,1.0557282438841,1.55250207170482,-0.674460111123347,-1.2929197757468,-0.0547718066992241,-0.0767884500373738,1.44106491661778,-0.710161355016415,-0.131259521885002,-0.786908548603668,0.699357750880307,0.523183759821837,0.61107487220231,-1.34161739445306,0.615681632550622,-0.969372025375615,-0.229687345300043,0.263862870846661,0.43139096901476,0.947016993128214,0.399849485905358,0.330135707928764,0.542003825833966,-0.369167110386087,-0.129044919635936,-0.137085886270756,1.6635426569481,1.12880122213549,1.26847907766537,-0.116039291388696,0.202769274327134,0.789033887907806,-0.363516601237867,-0.594152334385808,0.24477901538213,-0.444539226661303,0.894870214644834,0.0101879603666104 +-5.52550580603238,-1.22071771225454,0.310480749443137,0.0745511771737346,0.144475704710697,-0.326143892505348,0.0721667524147558,-1.32775547560413,-0.278454024963586,1.84326625457782,0.0798738186740527,-0.334338052169782,-0.0100976719524611,0.943224468386221,-0.551870413272792,-0.57661892421144,0.207171974217929,-0.509403455422264,-0.033571771837525,-1.96498233271119,-1.10581452855633,-2.16893467443595,0.283600225800619,-0.205746143817567,2.071741512886,-0.400603355192185,1.73223869637675,-0.439062773952966,0.537493298921215,0.410572221752549,-0.172836903387074,-0.580987627977025,0.534670732983126,-0.357801185526678,0.415709689724458,-0.836164804463538,-1.00677729019296,-0.661276942989563,-0.339407704479161,-0.0105240124009548,0.432113401706453,-0.169301386573387,0.377467977221097,0.343609622634679,2.9238239501318,-1.3005469870359,-0.379227415297271,-1.10331774675753,-1.56009578379087,-0.70459579703588,1.34854185723644,1.03807857111819,0.502782858153291,-1.41251709469622,-0.447634538850182,0.171172924613639,-1.00420325447998,-0.174945594445712,0.136214512891788,-0.862489179774381,-2.38974363661862,0.476396540102075,-2.36533381504662,1.43773515097209,1.18360405030045,0.671559277515228,0.132514461575596,-1.01552629949096,-1.01022823332762,0.46998291716766,0.129867723949724,-1.64039657688756,1.05901879902439,1.19161191262195,-1.17717025020021,0.364213066363244,-0.220873079467586,1.36182595284359,0.142579505261294,0.183266968882504,-0.983050040932155,1.30415523517353,-0.321797968986427,0.0087367154715977,0.378421949544665,0.0872739669408552,1.71596712618676,-1.59746531874765,-0.180399719411032,-1.56976222903096,-2.42540084828577,-1.25989386090851,1.35386629062724,-0.632544779228728,0.782209893486605,0.455079666741384,0.34502313809593,-1.5550097311235,-0.946679262166707,0.209166802531704,0.558212375940976 +4.3670335550055,0.18130347974915,0.436523478910183,0.428166764970505,-0.0143074131669134,0.373004655804915,-1.50775731753668,-0.853623696727242,0.474911714034054,1.24642390866165,-0.322746361825109,-0.105559908794475,-1.77865914874394,-0.109317123186431,-1.18279950678248,-1.85169172955149,-0.0433473543476873,-0.469787634155099,-0.0178636211100986,0.273235703066817,-0.667867842173781,-0.503339522315559,1.09126265030032,0.390019728842846,0.77561884207953,0.173361502856003,0.790371602039116,0.184173461400253,0.0697747577746106,-0.466765303532686,1.33897466777892,0.302076563812211,1.23610916552029,-1.2832038636231,0.806859181812312,-0.138951121805986,0.620988963443898,0.254068219646731,-0.335598592028236,0.214424248543628,1.83265771671135,-0.069700988018414,1.10937999763642,-0.353092740361297,-0.133879522065291,-0.404328026761701,0.70775212141734,-1.43268242639769,0.489185585613409,0.126642533268377,0.371556455073257,0.338341102765029,-0.0463609106163997,0.179352063176733,-1.33535669978886,-1.53059525910518,0.599403302695779,-3.26214933439141,0.033536995485771,0.509764084775349,1.64524887359789,1.1648359123802,0.0332240411790732,-0.972899813011442,0.76433552342133,1.50322016392463,-1.22797222051084,-0.00772866548853936,-1.00850275646813,1.0078264999656,1.74349207373836,-0.247917301381174,0.470278062186915,-1.23629565562561,-0.737138692521686,1.02507875746981,1.80159335709421,1.71313622188412,-0.41989921819216,-0.43481271003943,0.630907022178287,-0.389135890602367,0.772423270502735,-1.65628725665854,-1.84765011968347,-0.386901805789896,2.5353470759734,-0.120267653136789,1.0532763543993,1.76913808237755,-0.216331462047608,-0.354116013504932,-0.431238285014516,-2.0660239181441,0.179126189648139,0.230298394713335,-0.346796365813345,0.597472620088279,-0.267779268173179,-0.626144578212546,-2.10888712710612 +-3.89961272994595,-0.138891362439045,-0.458365332711106,0.0246749828261399,-1.79028123726406,-0.227684064895531,0.0261002253262418,-0.693304527930666,-0.279072170787307,-0.131874911824015,0.146417178667962,-0.730509672807828,-0.7776214428705,-0.0703769215878276,0.62066355772895,-0.112863239428975,-0.51016044142411,1.377675846806,-0.149789719793403,0.654794582869646,0.783277510302197,-0.787182478973486,0.444400296922585,-0.207215645255724,-1.42711135295193,1.36938766954533,-0.0137079788538398,0.89037962557919,-0.551500633193785,-1.84357246605783,1.70380587237689,0.305685155514337,2.65374072860382,-1.06905180450069,1.25274819689651,1.94328489677314,1.99324249254339,-0.0643552748031504,0.7058040936338,-0.76672924833678,-0.611022543415865,0.72019564869517,-0.973213955735574,-0.627184549894849,-1.57070706216679,0.982565049225279,1.47376577810174,-0.631153638334791,1.62105050747679,0.168755803793434,0.242249032302166,0.709389825515823,0.470334653258416,0.277655959574592,-1.56478148601421,-0.777832675853036,-0.93436541172637,-0.431592781758358,-0.347424126184933,1.08887996710566,-0.622541704479099,-0.570515444184433,-1.33429768089279,1.90461769269349,-0.370783344262779,-0.976873614932792,0.0810471058153915,1.07727289261698,-2.50340650921739,0.684011801529936,0.876237101646282,-1.30009160756557,-1.2179748564802,0.0823008277314867,1.86640407660091,-1.08426494447674,-0.568218360145234,-2.17955076857945,-1.0162899693319,2.43541243676281,-1.7367794245338,0.127641274048801,-0.241610502559277,1.7335678294406,1.12400655516941,0.907217981416654,1.08965841440405,1.6520914854921,-0.129261086484958,-0.490518534680324,-0.912677303699938,-0.149213946554368,-0.725621771106494,-0.663410608856541,-0.0681510428488901,0.281376331053815,-0.530880531088904,-2.03372956095156,0.906845380762695,-0.535410705180782,0.103266169843979 +-14.9033807980048,0.00576418589988693,-1.06332613397119,-1.66747509758566,0.034551067133851,0.0204507085250325,-0.316415868196993,0.38230514254637,0.813400374079065,0.4770372382847,2.30506198204569,1.9050435849087,0.12503388366511,-0.484319087565665,0.446313016638096,1.32106926722151,-0.823418613776223,0.352826406417748,0.25655948095525,-0.0545986553603831,0.248959432712127,-1.24860020954842,1.01207034075848,-0.900507220547859,-1.03351133546615,1.29919609375684,1.20619647520582,-0.666705010074985,-0.176943367781943,-1.07282462705942,-1.67846782105134,1.37399835400225,0.800893238074751,-2.00434764907113,0.769852741781516,-1.86734559765039,-1.18313396550829,-0.325129316662193,-0.427571822018134,0.0121705199650967,-0.819342713160187,-0.167781876538558,0.299645255805759,1.68460867330367,-1.42476658017077,0.329259493151393,0.898576833356327,0.263617951041476,-0.714736528438557,-1.9199911245538,-0.621258548098154,0.840061158464551,-0.116979104080516,-0.501703223407696,-0.199479557107137,-0.873034514793412,0.716653796030982,0.0242896913459327,0.848284366708695,0.868983501540315,0.718177150412894,0.127827928639979,0.608785792743954,1.20562199631678,1.18452861310422,-0.273216955429388,1.02372136134139,0.0816606719445841,-0.260967108399529,-0.479974314822132,0.645640766250999,-0.265335756960754,0.870229591425316,1.61284463522789,-0.0236760890253119,1.14673193627733,0.0520012348941632,0.80984780121057,0.0116297015642492,-1.76198833549688,-1.35545756905111,0.289348445891014,0.212770975389143,2.09133483327576,0.108392058969154,0.020467229128197,-0.444511548722014,-0.362010860589344,1.20868496155421,-1.5673129497094,-0.59457736609661,0.1580816314315,0.216502338707061,-1.44428510959734,0.890872869947121,-0.723796592811481,-0.0666646061664831,-0.766094428330236,-0.566815871674565,0.53271436563676,-1.80014777891941 +12.1081258434628,0.38528040112633,1.26318517608949,0.736495964773442,0.190230315692457,0.314057663506262,-0.102346513520598,0.982113002522641,0.904435464449695,-0.971994211475933,-1.12460367125824,0.332621731470394,-0.706321492388223,-0.138336328543328,0.421884693273688,0.662254296934641,0.851856403292672,0.829573979321121,-0.503866933037016,-1.55782224848511,1.42509827746748,-1.07790734011295,-0.526310287634533,-0.281624278790779,-1.58945511359183,-0.456296893545459,-0.0845909401382518,-0.826223863869995,0.469177847669925,-0.229828765324043,3.42109460835705,0.485399428386068,0.671453526553663,-1.71051632221807,-1.07763260721319,-0.80359786515808,-0.780501608586493,-0.677023065282562,-0.985350251537578,-0.721340330848372,0.04830946044581,-0.203278916015153,-0.339482321326464,-1.21492788423149,-0.871469943087801,0.652347233454389,1.21431502306541,-0.413688070505232,-0.686687437166656,-0.133307420233706,0.339038070553804,0.609308995068682,0.955642402601893,-1.37249045907921,-0.539683716567268,-1.09017130238436,1.25694026298972,0.723395005549954,1.19226331534088,-0.00517325229364259,-1.69664284190624,1.63205862988908,0.0800248847271412,1.15679760377934,-1.22114388139346,-0.345333580288122,-0.205238018545711,0.303400263453468,0.587795064199159,1.26728853859005,0.466623055006779,-1.40079202951579,-0.267426358619252,-0.865434757919647,1.06054884200624,0.00875398014453548,0.99572628701801,0.946646649354902,0.48130654020099,0.632020847385621,0.364015461840271,2.37274263187425,0.825594764638088,1.06394006224043,-1.11639842385609,0.575108419945759,0.992464847289877,-0.0392027396733783,0.293306256787309,-1.13725258782334,0.9909431214383,-1.26399714708784,0.0293935654501282,0.0661416117731214,-0.222757479027716,-0.108716629689404,0.0794890652084485,1.64864074374536,0.960784552176427,-0.947206472673011,0.473502144516299 +-1.52342727419273,-0.370660031792409,-0.349650387953555,0.386026568349676,0.174726396981842,1.32821469603699,-1.18155922705569,-0.727383529087535,0.00269166123012091,-0.185202169400994,-0.305469639909805,0.230633640499451,-0.04356948581148,-0.0687656423038444,0.442464772145637,0.441383198353637,-1.42618467292015,-0.338701983664306,0.277011251660008,0.741500892086244,-0.601783962091586,0.250077353605602,-0.307840173188787,-2.54193110113798,-2.84854676989379,0.010664861858056,0.563262281636034,-0.518615722213841,0.96779678824769,0.6216371749907,2.57794265437777,0.144840039347648,2.02792411706594,-0.747420182762966,0.153781366543957,-1.19840856257805,1.74769498790242,-1.0058648980287,-1.20303834151224,0.219747429679615,1.30055136995643,1.67812825011243,0.201738895091501,0.616962045310911,1.47840798244259,0.33137935811481,-2.2078270583898,-0.465118741895463,-0.941603766118093,-2.10038657301994,-0.452140126031672,-0.223717667477607,0.313166943227935,-0.393517451126126,1.04956872035465,1.41265589165171,-0.437376196501637,0.352631950240035,0.993538815372369,0.0910405396538839,-0.446153975855575,0.198993869675984,-1.06872802248799,-1.21017318376228,-1.99597404699554,0.0327947685765251,0.956998418875964,1.05979348073025,0.271445584725597,-0.96822851072663,-0.211607446282987,-2.04270308488149,0.56842903856661,-0.995189766402112,-1.63951326628816,-1.44350387550395,-1.21992060687378,0.692901377495949,-0.158023179103982,1.91165512857432,-0.9199486687177,0.43006635444484,0.563049476530567,-0.413421843213638,0.273219845406362,-0.420529513231707,0.700825360379763,-1.10066277271599,-0.982709126904493,0.34980959236678,2.01439167588808,0.161404044761488,0.200306196660454,-1.75256709837115,0.289666792024323,-0.435721216865031,0.940990236326795,0.781861255337272,0.653310421565837,0.714720385727716,0.725034660594589 +-2.80711493392435,0.644376548518833,-0.865512862653374,-0.265651625278222,-1.05501704260268,0.121318377490778,0.498658043829925,-0.996838982378005,-1.17669215774973,1.22096370834882,-0.516759449743733,-1.69186241488407,-0.46792597392522,-2.31373577389942,0.557245746378939,1.18374591227984,0.440298941965411,1.26103493646465,-0.931356024820741,-0.779085741263919,-1.71448769637948,-0.11977403121588,1.08516888442625,-0.508511681872445,1.29073392779261,-1.45408914493424,0.528194400015101,-1.17171869923338,-0.296114656814332,0.837445481389698,-0.52532183465562,0.842619843915447,-0.300924303869464,-0.976415461234376,-0.399087420248963,0.62952138428992,1.83718698216698,-0.982946998026845,0.669032743364687,-1.78482822322188,-0.343124840404993,1.09093512802861,1.32539797092552,0.561680015246336,1.70332330212618,-0.148875337173038,-1.2733628036548,0.920851504045787,1.48472599900393,-1.96633850418178,2.04323321252589,-0.164343918304594,-1.31586542685489,2.68852433056932,-0.187191431582002,0.500047962609191,0.456829687646366,0.226745773671931,-0.176608452534943,-0.757545673204134,1.63106073240292,1.87590306780823,-0.377553664195196,-0.0680292317480523,-3.02704571876399,0.331178339211541,0.728954795421616,-0.916927645815254,-1.04858148838335,1.02136477352952,-1.66597788151423,0.851778688270516,0.457145819141247,-0.14339993799626,0.93308721049449,-0.588157877094182,-1.31922847182848,1.12785688257666,-0.253201827289784,-0.845540405242008,0.372360055117554,-0.785487678087819,-0.752367691986515,-0.589044936428341,0.956232893297573,-0.634733329856039,1.75761505825842,-0.332948359833085,0.406421077190755,-0.286656645792744,-0.330182455901361,0.51472868705439,-0.941384623080908,0.236079843815358,-1.12751512523207,0.598600133304074,0.0647066762840612,0.107035271527543,-0.260021621321324,0.837615765744166,-0.426865426249103 +-2.20080794047935,-0.220486561818751,-0.236279568941097,0.118144511046681,0.476133278302629,0.712842320031113,-1.03895644030703,-1.04168885898951,-1.31822072745909,0.54128414348235,1.51239542683245,0.659791899549327,0.60693013616149,-1.36483169721432,0.639356491970517,-0.771501441100894,-0.792611650757683,-0.808755144962193,0.200146875274757,0.505861498830513,1.04782692647826,-0.30085263245286,0.00120718393810378,0.455966217539027,-0.493723874282408,-0.727753325968744,0.423038432410325,0.920033349469812,-0.728253258423636,-0.302888049153909,-0.0643819052069338,-0.543607815762762,-0.213349405510672,-1.14902611060112,-0.00585749811279422,-0.866128522960584,0.194556414446477,1.46883036183792,-2.33328737733905,0.284409588673499,-1.02579127077834,-1.75644462967178,0.50379348202283,-0.572805931639577,0.397608592961342,-2.19971757795955,0.581466657889296,-0.502192713878502,-0.707935194370652,0.320515432417219,-0.449337685075739,0.621993832386204,-0.0207296794375628,-0.10976677752305,0.0792020596796242,0.264507054731177,-2.20555688955753,1.51321051827006,-0.0271168017233772,0.295147004062264,0.342936198870449,-2.21675513493914,1.40288067524327,0.188278619044299,0.227313544381063,0.7300686247158,1.20944426976428,-0.249282077814207,-0.468447377427223,-0.895166995835912,0.749030435261853,0.259731150608054,-0.969959941777926,-0.668272601529074,-0.302932622972071,-0.365650302204967,1.17018752212763,-0.147397246952429,-0.235512964102567,-1.70668390836681,-1.29657550238426,0.467127983582867,0.378199932803201,1.08976676358325,0.583652184663977,1.1027828462166,-0.649686186643242,0.517466252726612,-0.0366781576033919,-2.5911211112012,0.0485534518335418,1.59746007712937,-0.68338051537653,2.33868080330414,-0.688512368293608,2.01610944062522,-0.130505868911008,-2.83903093066111,-1.82078242379202,-0.973333255302537,-0.536773054798828 +1.97299471240201,0.331781963915697,-0.197175894348552,0.134038645368463,1.37857013695924,0.778860029783535,-0.22622198144241,-0.414588726363674,-0.592997365655317,0.45735733162533,-0.769484922890278,-1.02362358887971,1.16848830874956,-0.072486909951959,-1.96866155667422,0.729689191352037,0.282310214545467,0.625351520866631,1.10683742066645,0.90755170601785,-0.608621618434128,-2.32076377558186,-1.68024471568337,-0.169259774532087,0.394970677706016,2.00824039746518,-0.596764229709111,-2.18195813409894,2.4756058618661,-0.151552534412389,-0.663547355536672,1.0929718962791,0.253270149612449,1.98924365380742,0.917362355389143,0.467805602966812,-1.62023028423844,0.250617833293516,-0.416915573563025,-0.636273493528611,0.0705485417925557,-0.384610792994895,-0.629636693792144,1.53571787982434,0.308495292568104,-0.608838514896523,-0.910780798192153,0.974456871806679,-0.837443806426317,0.341243420633991,-3.13738452799538,-0.45538382362054,-0.336662904733371,-0.223120966205164,-1.6176529989762,-0.0113266279824093,0.32384533359146,-0.0528913738717466,0.30496337447464,0.998704583836859,0.34355431554872,2.03387780206071,-0.541441946412946,-1.36850796956361,0.0364706090665567,1.04706493489168,1.33268462976444,0.690309080939519,1.13069225005373,0.978938635250335,0.14488526106311,-1.16420771092819,-0.114825038985959,0.833227985417677,-0.175992828035779,1.51963782370557,0.628303269633446,-0.287952706118326,0.98812574158829,-1.21945191225634,0.0265878617994432,-1.1460229700617,-0.525124486791917,0.940431459043199,-0.405343062309264,0.833467456138272,0.886951944467952,0.785979287677065,-0.515967451189981,-0.3680965734985,-1.74974518988657,-1.14718367231977,0.601540968385125,1.17715630554953,0.386096528033124,0.563476731622319,-0.369873049860792,0.0840476020809131,-0.825434380362193,1.20300826038635,1.32386033170034 +10.0981604211666,1.09683901314935,1.10992028971364,0.221019468561002,0.456236403179813,0.914773270855634,0.381425829451352,-0.239029068152564,0.797380500549836,-1.03813103968721,-0.0820869037757183,-0.891521574354298,-0.822501412807523,-0.265283774864499,-0.148816361359868,-0.58708561577886,-0.740690522190153,-0.817174965568112,0.509206113653801,1.28395701047459,0.120340526822556,-1.32432071149579,-0.846555519092125,0.688327722261226,1.18161785314391,1.49800968551095,-1.2508442776012,-0.5276920773549,0.5185571703497,-0.162851522523741,-0.0930010885901879,-1.02254160386159,-1.42008804484053,1.7511310826985,0.276155443869339,-0.645806382206571,-0.542570527423244,-0.430071756633296,0.181456387645657,0.939339897411908,-2.01781926811074,-0.992158187397834,-0.350154112917245,-0.74765546446844,-0.536955292638044,-1.37830797006746,-0.551874495500953,-0.772935917727367,-0.804029989369464,0.974334700699356,0.499962209076086,-0.131983757227639,1.11643673864278,0.179366928287778,-0.239937983315594,0.985935291656512,0.314399515561469,-1.05568097477355,-2.12620877503193,-0.971891257622327,0.897984249772551,-2.37498614160957,-1.72492124772187,-0.201470462297899,-0.790091466643966,-0.729642170281023,1.00041045730859,-1.39513134972696,0.739336966168512,-0.111996250957537,-0.518783170964857,-1.41205936785437,-0.0234472743614127,-0.422131686590925,-0.537230026443616,-1.99743908517994,-1.10488914382778,1.01932786168678,0.725062251527722,0.112423812463031,-1.69163438788594,-1.1151271358915,-0.19055131788821,1.09669737188166,2.36056236707844,0.913793954269981,2.61914186876191,0.158796932563896,-0.206680143670318,1.57093734002844,2.75417077742337,0.564562675352661,-2.64140336962956,0.994975849161267,-0.595013508563832,-1.21618332537868,-1.00710117818137,-1.06849172575689,0.652880796842404,-0.35130999980726,-1.09135313099825 +12.1117709149616,0.435181490833803,0.0847372921971965,1.64084616597749,-1.13558847037434,-0.574394552184383,-0.783515789013048,0.483617533838269,-1.95820517465693,-0.604513230334117,0.787133614322708,0.918341171021649,-0.307036558594728,-1.20086932820744,0.112463812551901,0.000764186362514016,-0.52334168268403,-2.46257501658577,1.03374967645111,-1.55786379738557,1.7190418138518,-0.131307112462703,1.00759205983273,0.48598243397446,-0.511832694580471,-0.229254725283134,-1.68160070977383,-1.44114002209388,-0.903603205337453,0.0578455329557257,0.739859438245835,0.338147371372873,-1.83543665542799,2.56440930061295,0.155188360208886,-0.152525559658479,1.16741884047502,-1.57919107955978,-1.37496040815191,-1.97311049815324,-1.4754551209871,2.9715850332843,-0.951338626808144,-0.019471857856035,-0.676675596367901,-0.37808428586824,1.38422224664466,-0.256483362676747,-0.58790398966908,0.379546198219388,-1.25714158968218,-0.0918070082042202,-1.15166933686074,-1.1688159402078,-0.271886923602991,0.884637768598395,0.425633379045308,-0.503527347822246,-1.00418088565794,0.999246299474132,-1.36473363304489,1.13308270961088,1.08919483753396,0.77750124734932,0.48915850008,-0.013960339227483,0.390476535369779,1.19726096557234,0.539497982344097,0.0350952708732367,1.31128160759596,-1.22830319843021,-0.434144699174267,-0.208650674476402,-0.0726547183281847,-0.346913360454757,1.47772473882889,-0.67661713377551,-0.0263379551519861,1.41707010715515,0.474113524905263,1.21066768839645,-0.90211869584583,-0.267461708043354,-0.186566122419816,0.416442024405624,-2.10174407191339,-0.2341836329907,0.00953260696301198,-0.34255432503709,-0.0314302730181347,-0.315699337700348,1.21885322017479,-0.209262712083274,-0.322201199533701,-1.16957038076527,-0.1257033524832,0.0415202331190237,1.81612262417402,1.45921637660912,0.309381106948007 +1.15413871472526,-0.325931585531227,0.754053785184521,-0.219050378933476,-0.435645469691905,1.62688121419468,0.582991405680064,-0.32132484216839,-1.88632515873255,-0.764606013753569,-1.0585905359484,-0.45270064650823,1.43976125836974,-1.99153817604302,0.72467620264776,2.21446531934013,1.76936591702701,-1.34295751067967,-1.09086876180262,1.08174184817912,-0.250414052311195,-0.87803515301306,-0.61073725767746,0.645646746355588,-0.134967648662221,-0.692465145302773,-0.456296359001271,-1.95678478418978,0.930979056343251,1.53714488558615,0.103362814930562,-1.70684576361273,1.80678937403827,0.776495901541338,-0.120114745397783,0.856214879376642,2.15373357487731,0.192863736910639,0.00696295872373336,0.0425133093058528,1.08646279809096,-0.494334531346305,-0.0898142512489909,0.387628403916459,-0.717903102159638,2.05410707311695,0.116494123723035,-0.826313344778546,-0.597717941949531,-0.673769295614138,0.822761428159943,-1.58680900679091,-2.04499496770188,0.751196527199891,-1.40303650902349,-0.904861863579162,1.21633413359474,-0.184268914374016,0.796863123179804,-0.64969678235561,0.0317768733169308,1.06322316087704,1.16976360508389,0.314903238411214,0.0423672998562453,0.787606043660786,0.0622881857961604,-1.0778681835499,-0.321164122841576,1.9314386274796,0.845613579477121,-0.536864238027104,-1.9943340021324,-1.34886543032903,0.191757992808065,-0.964888832576543,1.00795474851833,0.892826207619909,-0.908474699923568,0.67975826734929,-1.75916562665667,-1.17287394246877,-0.024060182670129,1.15052514849622,0.332457884923122,-0.12223648104401,0.877830613013444,-1.17620695587035,0.627762719235877,1.55008979733247,0.710693889421326,-1.7009655266184,0.279199980173356,-0.667173324473446,1.08399999860691,0.0257490726829556,-1.35354251851651,0.12720360449926,0.83124485996798,0.429112848767409,0.492173973008798 +4.94156710729309,1.14880761845109,-0.499292017172261,0.168065383884658,0.346103619553607,-0.380956739294013,-1.31651040165169,-2.07848926886002,-0.653779824760103,0.395295870013499,1.65517581574201,-1.74837228000318,-2.19892325418371,-0.354369219913427,-1.18748607600528,0.969434395709261,0.668282618933513,0.136295199210162,0.0547927844725968,-0.756981356946019,1.54955532739698,-0.796768930311008,0.333444132777122,0.656044945025482,0.350256179524455,-1.3666232971684,0.682793192202467,0.0286581970792618,0.061686497897853,-0.726712528090392,0.192006998204335,0.246449258206672,-0.574995742510381,-0.161248544839263,0.397018504856981,0.137003753628528,-0.0158765401725334,-0.497300055180433,0.670240018934236,-0.22090964246246,0.458815574442382,1.14803978343915,-0.499596898078723,2.32312597346536,-0.870549994900966,0.138225403263888,0.0453178784831703,-0.426199321602835,0.606447474560152,-0.800727074103756,-1.54609608135241,0.334188898006935,0.467675329647353,0.719396102982843,-0.912951650028496,-2.00382435143443,-0.953562424466382,-0.574685024548392,0.247119563177412,0.430202610728404,0.474874628893388,-0.379907282555215,-0.607156730101415,0.241264776406274,-0.302558551826962,-0.594477483010278,0.137638812385161,0.26872572369192,-0.0527015529236533,-0.76021714261813,1.20996051140149,1.2014053155918,-0.50766746962865,0.353948999694979,-1.73325152432565,0.269592443334572,1.7495283281769,-0.80168592969356,0.0519335122599527,0.165223728797035,0.266805873781619,-1.56656679944203,0.87239666699548,1.78414809991051,0.477480979923099,-0.868707350583205,1.32203281409314,-0.0133385142955068,0.0711979675137326,-0.68340939000027,0.461404423126582,1.9671369595236,-1.5127886237054,-1.42510976620799,0.170635436753064,1.00157006052556,1.46552871508473,0.455362146277283,-0.986910956637502,-1.47862664196534,0.739040639109674 +11.8008967000518,0.993503855962119,0.214445309581601,1.16838387306909,-0.647045631318269,-0.105784167649752,-2.80977467896054,-0.0914342755501383,0.394394847980585,-0.990507630466559,0.675762415474246,1.76990410988936,-0.319837791740735,0.653495765694276,-0.499600189815913,0.768007713717215,-2.14489702427566,0.882922749625827,0.617250302722063,-1.28901947384896,-1.09713964993245,1.0495407129977,0.0142226956806451,-1.73858076137427,0.225879221817625,2.1260518537637,-0.23903748350282,1.53823566132278,0.826789248521633,-0.204762719552353,1.47880760269639,-1.56796313114203,-0.457880856793051,-1.04326069445062,-1.17862518855815,-1.94070545396635,-0.631445133964004,-0.0858915513421521,-1.82442858730991,0.940523613128399,-2.17399642996397,0.0962712490458892,0.791572694963361,0.615152238314757,-0.539922449848325,-0.719146277753351,-0.245585632015596,-1.16169686834141,0.301728112720811,0.804554506792211,-0.258780758988273,0.570006842576199,0.941962064122669,-0.348145175404448,-0.873191554689282,-1.17847443705294,1.39937560676313,-1.86461704676392,-1.30267428394953,-1.38844193950875,1.13283957772548,-0.331000594076846,1.65412285522879,1.44680593483769,1.2742216233878,0.456318829076642,0.363314588085867,0.177304050453375,-1.11424805110528,1.04745059333788,0.747428021411866,0.37954174704255,0.490276565726803,0.674246073526959,-0.801618673004575,0.0181888905579539,-1.20961677478583,-0.58717806957032,-1.26839659634922,-1.01161997793715,0.0104176163710614,-0.470230393972754,-0.312461712862435,0.166830061596478,0.945988558385869,1.97856794433333,0.488794899725128,0.309625731800337,0.208829395829753,0.740074238629989,-1.25936035327719,-1.01190955863675,-1.90031990216184,0.61456461082951,0.504957384369937,1.41746832526845,0.203787276187021,-0.303942854249803,0.235971648630003,0.716358336317597,-0.117926154118613 +6.41612858412067,0.54839695950807,-0.324685911490835,1.05418102337692,-2.15764633501528,1.40405026771417,0.464967990785852,1.18718681065156,-0.913566048164992,0.562041390099052,-1.07420660953035,-2.37740692539252,2.06470428414334,1.77323863192756,-1.07364299075116,-1.10832791181816,0.126412416100317,-1.75130208309482,-1.06800486773328,1.31432066591943,0.925511236116236,0.175588348517341,-0.496357607349662,0.00415968001844305,-0.774315249588103,0.114629724838474,-1.20335093346794,1.63464035479982,0.0517969525608289,0.078726292442996,-2.20386847858085,-0.231484944965333,-0.992955765989436,-1.10076626213621,-0.421548024007117,-0.535887467461224,0.30528731624952,-0.207148755289783,-0.887213958856379,-1.58001110881281,0.617616257222932,0.108830210144798,-0.492727604293671,1.73154802913209,-0.622689767958637,0.888692440655481,-1.59789551871642,0.446986972332676,0.474748254024927,1.45103564875772,0.390407377124082,-0.0611033670381328,0.452910356116704,0.0593338459343979,0.827193177842784,-0.494871119028844,-0.960676911927524,0.595457863443718,1.28897849816186,0.171146054168896,-0.809398778237112,0.355548081917882,-0.166080566390793,-0.754624453299219,1.43994877106216,1.74418409412504,-0.900476186439797,-0.5942962699999,0.0389199961692448,-0.679157178802154,-0.762132555077574,-0.957402357649547,0.966104734909007,-1.28368428680829,0.451812412176331,1.05559186416827,1.04171040108788,-0.699415252662933,1.09714462547287,-0.752745058527501,0.932389660190216,-0.632686294660839,0.720717448731055,0.185652491774797,0.846452117295668,0.154337034721032,0.574214542604287,-0.378627997285551,-1.27468078164756,-0.347568912347544,0.163848022770205,-0.688797603116195,-0.93503526025574,0.77277385506915,1.01407224206668,-1.10770575620358,-1.92000981436504,-0.152632610547037,-0.39107262972413,-0.80732728252893,0.158641033633531 +7.10648490284551,0.238731735111441,0.0945835281735714,1.14526311038036,0.884250820028209,1.29408390614558,0.840539826961,1.19160126851033,0.886749037096059,-1.11641641193354,0.454577809057738,0.572811529859585,2.19359006906425,-0.0384567937093384,1.05724021270968,-0.786235919994713,-0.451812936257225,-1.25142446891953,1.56581433705846,1.14625997326498,0.246799211870998,-1.04384462163877,-0.350786392406381,1.63006733460683,0.730815610006591,-0.593948909367117,2.15647760195008,-0.562776208352765,-0.0584290512452095,-1.33826589318506,-0.491443047401821,-1.75745545006646,0.144072596665995,-0.496873947470779,1.61657603604283,0.713595097676634,0.144878603892084,0.776055388702504,1.76226244398383,-0.548731015064968,-2.30479535244892,0.495236949037723,0.710314711011948,-0.728562623202175,0.52853744956257,0.491372928474695,-1.88057396502837,1.18231429883526,-0.63020028988294,0.798793711024647,-0.197270203079809,1.79406719994437,1.35278265051485,-0.50503847808422,0.558026882514199,-0.00324293186600494,-1.63496455951146,0.79153174818635,0.489780626058942,1.31070146790882,0.234239931509358,0.169888599035472,-1.27401899139188,0.793090377704377,1.04242536770994,-1.34251068086662,-0.59429765043511,0.21636127581201,0.404575344064249,0.0249343251746742,-0.25495445083938,0.97779141646181,1.14515302024812,1.44958453509574,-0.12193214611296,0.991049481939802,0.0981616161180647,0.882787586876002,0.369836102824869,0.068049177853567,2.37206471054816,0.313250365203186,-0.102828800959391,0.0354483682218845,-0.019254972005391,-0.343966999403328,-0.754463268598895,0.947117144956565,-0.187645639779104,0.907751994137112,-1.31638254173628,-0.30480301741785,1.07851475241984,0.840243055022055,-0.258084352699566,0.104173314026479,-1.27395335206445,-0.487440542541666,-0.562844166532242,-0.454706578541729,-0.975039590837087 +-11.0638679969308,-0.627906076039371,-0.895363357977542,-0.577468001059557,-0.829477611624518,-1.08999187241124,-0.285845423591384,-0.78896321811123,0.333369970155182,1.82853045813536,-0.213307143233068,1.01724924908461,0.156595323350149,1.49318484062772,1.27907258320933,2.2841164802616,-1.13662618777767,1.76454599657549,-1.03480801098526,-0.242583267705004,-0.73677153935145,-0.468696015002214,0.391720547858095,-0.480485227044419,0.545635528242466,1.07806733795125,0.702009423048609,-0.696955708518244,0.0906116207122605,-0.921029235202948,0.144417271262889,-0.639619829898748,0.591140522435689,1.28052092659645,0.616122843297705,1.86014831963883,-0.909335306190533,-0.0686352590528387,-0.65462442147273,0.711861517361881,-0.446968711845108,-0.142643497669046,0.720730133867399,-1.74544030678352,0.77081867169404,-0.0803500691057765,-0.217766243830373,0.283358694174729,0.724514310071569,0.21692478937968,-1.94694947947191,-0.175782369169236,0.901955687705,0.689891731427373,0.694424949975105,1.50340582686359,2.20591227135873,-0.73615741607846,-0.602353454176854,-0.0782464873219648,0.666254011057847,0.239238593824761,-0.306040857753799,1.06762924035012,0.596590680865512,0.72420916681353,-0.498031819112054,-0.192239361431668,0.0548111938749371,-0.123363719075361,-1.91044562155148,-1.39128503779909,0.713769665749411,-0.928706832667332,0.104269351971405,0.712670060379596,-1.91261664637189,-0.0598882866643978,1.48792676892794,0.067991283069873,-1.79330185550583,-0.239837776867839,0.559022029508583,-1.17880670222453,-0.132087420214518,1.7704099411341,-0.735498837924477,0.230409386366505,-0.10689441684917,-1.8488982829034,0.0994854077381882,0.300662681562663,0.374128474836182,-0.647999269821226,-0.316449025549578,0.130189639728881,0.702036338664699,0.125658558849878,-1.096941997855,0.380421821511793,0.940499387723458 +11.2694141475419,1.36065244853001,-1.31080153332797,2.00248273029283,-0.573560270768283,-0.873071000417463,0.504126254591608,-1.54777654363757,-0.17063961823861,0.460591349478104,0.313228771994335,-0.630967866660535,-0.863608950613638,0.0830221576359683,0.787676725359233,-1.09330076397331,0.209785890431194,-0.433899349823264,0.16451870850584,0.759540706238345,-1.28000893888965,-0.28490348155087,0.209578828892245,0.452802442420564,-0.288449295921491,-1.09958583285891,1.94661810026563,-0.538226303471587,0.412780797052548,0.200261948609106,-0.783100637317684,-0.776166909934286,-0.228611237873408,0.666470562339114,-0.9617940267648,-1.11482614497505,0.591884173719186,-0.178001417030709,-0.966094459928818,0.612873622598499,0.29949067695872,0.832936996059557,-0.435330216064654,0.889356785182597,1.60318075443505,-0.227631250524714,0.354738794936102,1.71226784466114,-3.04313484257759,-0.0689971962824077,-1.42763817341705,0.578799236784286,-0.930310131580784,-1.6587787733223,1.40582153073401,0.634769334875039,0.816438255703914,0.436223801710213,0.0112920285614735,-1.5827634676954,3.71572072587951,1.31400656157686,0.254340425178138,-1.30712067167412,-1.00146535212659,-0.0722267927390164,-0.524178797619665,0.893944506694481,0.214650211509929,1.94140225980242,-0.201208146412902,1.67740605287812,-0.201678825773981,0.455763594182798,-0.29891338930648,1.79564472276236,-0.845393596769094,0.538141731252646,1.0912767444417,-0.155411036171212,-0.361486462935308,2.64645121200562,-1.55419837865674,-1.15829050655441,-1.07983113125891,1.68640417523098,-1.02513096565978,-0.95351738967164,-0.360264411741534,0.20363405422316,0.309249009765272,0.128612706520254,-0.261977368410672,-0.368801785825359,1.04147104126466,-0.110472152179726,-2.28536578865846,-0.651518021819425,-0.766455873393538,1.04457746532007,-0.589638883691936 +7.40394340756661,-0.600259587147127,1.99721338474797,0.066700870930183,1.50390060900454,-1.35807905937061,-1.15591652508367,2.45806049186527,0.81882813653178,-0.70100361225327,-0.0899751970156634,0.444287051411554,0.165457419490438,0.11553210425956,-1.22240338257699,0.214479375285073,0.129965516019362,0.505700131930602,0.151832330355081,-0.860325741423062,0.0766436635945079,-0.680295181235103,1.23467013989917,0.143393730979936,-1.222380910859,0.726564197606452,1.21303635372129,0.710110231783851,-0.61008573154393,0.427069127739095,1.06096624028704,0.554774652987968,0.0147046935473733,0.889500197272317,-1.22855665934927,-0.228621036089534,1.39044430779123,2.3728384785312,-0.857718561750186,0.356334107598921,-1.42847458672458,0.559823773483781,1.42649174309633,-1.62846899968612,-2.44862135362922,-0.145485583230482,-1.31894478115298,-1.64010000474981,1.12770217136719,1.6284169621075,-0.850418042257596,0.53259812823823,0.930524994346825,-0.22225099823374,-0.321394590505842,0.685444668607466,0.763474905445859,-0.315671972568024,0.066831735605579,1.63136643986826,1.58986783807543,0.229274976791376,0.562471102501748,-1.99068784495532,-0.248326516397447,-1.00118337619407,-0.281529782162656,-1.34524456676964,-2.4046488464872,1.27219462839002,-1.77795578375836,-0.250482018600349,-0.34575118336019,0.173655478839017,1.21824475185159,-1.08168674572358,0.738740740600385,2.37604385319617,0.45917219997063,-1.8460075801877,-0.661410045704392,1.33340158586542,0.709922629586025,-0.584139004443496,0.416384551660797,-0.666113909945731,-1.71926236378272,-0.365080856171345,-0.403322068979549,1.35685169078362,-0.970127460534875,-1.516742785059,0.229025130933627,-1.48961774709949,-1.69682911453067,-1.24000877378467,0.685716005889443,0.60503255413826,0.841213688203961,-0.477700811129171,-1.02478395544898 +22.0562583925681,2.18733299301658,0.600708823672418,1.86685184470686,-0.774144929605405,0.181847192619832,-0.127148606825662,-0.162421942479419,0.388365162819368,0.241045932501223,1.07051603677834,0.439130388388555,-0.65277439594702,0.324825313348747,0.451952116736654,0.892571059637072,-0.328506572568084,-0.526935321377321,0.121670301966854,-0.151031579052044,0.255164762454082,-0.964053610494564,-0.199819784434937,0.557012225188023,0.633333595568586,1.4408703022386,-0.611379118364512,-2.56169696298002,-0.65536323027314,1.14009020938031,-0.445505642122027,-0.582122130085705,0.951392914928735,-0.187121427736611,-0.959330253589292,-0.0815898798548839,0.0131204272854507,1.08720419757735,-0.434319399579906,0.288570307268879,1.26749748403291,-1.68509594570751,0.0269243053279024,-1.34221036389457,0.495119681899253,-0.0714200255752952,-1.80778009715662,-0.751552073945755,0.199846383343375,-2.49168698142231,1.62446909297786,0.784679057850198,-0.588776640838963,0.623421655165673,1.18305691015126,0.810478299570455,0.631216956640548,-0.29538676478111,-0.297869271266027,-0.821920819330948,-2.37058663432074,-2.0642553710307,0.385138526730681,0.960574805077155,-0.0444055732894623,0.263312888069558,-0.055502568633025,1.29769183878719,0.286457004628382,0.075376901038177,0.112229381584818,1.43238382539799,-0.580760636834414,-0.874420233037785,0.00198088559704609,-0.492533775468942,0.767169444173513,-0.99410790143334,-0.465009563098139,0.251690544800861,-0.681129779903233,-1.99492841319364,-0.651595752451539,0.463172010782841,0.71357703479764,-0.00259399312365598,0.432840582400075,-0.631691645516097,0.0103764846363178,-0.844464389347822,-1.37496120142794,-0.732644033424552,1.25656459723885,-0.0224598983379802,0.376149180553991,0.62527030651308,0.30202847008572,-0.955708052511467,1.88069370446266,0.126339421427552,-0.367116389551086 +-4.93558999881595,1.53261062618519,-1.25127136162494,-1.35090268603071,0.845731540189296,0.164840867918466,-1.94151837604062,-0.0974512501056172,-0.445935027212156,-0.352453199227956,-1.35110038570333,1.04062315291451,1.45281728229148,-0.870577245260919,1.15044918638092,1.01875797234226,1.97270356733745,-0.298582885151505,-0.210424583643468,-0.0937232337608719,0.277446817034678,-0.0518040820003942,-0.923208042026682,-0.272030117170514,1.427519655915,-0.210170159621664,-0.411921203246786,0.24770047442229,-0.184779206139361,-0.465705956438507,-0.429180153772765,-0.768595101872549,-0.0107680770137928,-1.55363634292591,0.580156856563299,-0.732566487362174,0.625750200559898,0.130018231301872,0.185919886253164,-1.66854171402762,1.21450578994531,-0.555612312584034,-0.652818422046043,0.610770202238328,-0.318468478289267,0.619530244648906,1.2755091369191,0.524644402691181,-0.405102186288378,0.99290910096881,-0.126638161398654,0.4177120868164,1.1050875580454,1.6873364383445,-0.265734673601599,-0.130425767010414,-0.208711655187107,0.604118740562369,-0.182833232300774,-0.980503349151853,0.0172274128643755,0.41627418952243,1.23617915452482,-0.250715913133474,0.14958578345488,-0.0494673636566712,-0.794798686051251,-0.252828866522159,-0.327269178646847,0.134274228321053,0.15435442317656,-1.01678362381117,0.938766216362923,-0.552189300181318,-0.0793336611752511,0.964597393005184,-1.47455554188735,1.32718964729678,-0.117472987594277,-0.233557347747012,-1.28936967068043,0.319367398471265,-0.438081055272362,0.262791068186738,-0.420956439603431,-0.286000278765889,0.110807156373659,-1.26745831573557,0.00228251652673491,1.6570126031443,0.0605687990826946,0.636778583696575,-0.113728589959477,-0.927238281210885,0.105297364443002,-1.91299361338521,-0.716940986060072,-1.30989688864828,0.64320351401576,-1.55525861001837,-0.757472903941856 +-5.02426680207609,-0.235700359100477,-0.611165916680421,0.0209835863542375,-1.26068287881878,0.364114687355063,1.18118089143852,0.420574188698147,0.23111493441816,0.371147959759657,-0.522616697195916,0.484099387952522,-0.806482655703046,-0.0517182128948834,0.167940980736459,1.08911201091924,-2.24869006681656,0.0872442066052375,0.449936787146205,-0.280740054504004,0.536856022231548,0.741194719519762,0.165903101579443,-0.648299296516002,1.38051749338936,1.45128094388337,-1.44068097826971,-0.405540381007554,0.171301431637089,1.45390062123435,1.18901180052985,1.22151568781476,-0.561343472177005,0.326402671779581,0.433158964582613,-1.38263282305576,0.252085033197336,-0.731197996627968,-0.703667266915411,0.851062197178538,-0.67485593104277,-0.523353123310595,0.0743993511918555,-0.0557766266686415,-0.266390602550299,0.127656676246875,0.50699835111917,0.633379288392583,0.475527499245612,-0.167695281953007,1.27560202747805,-0.191280580464146,0.992881907632339,-0.908501501508117,1.15617986844195,-1.0740831668591,1.0086778109008,0.418114905071665,-0.148290173533129,-0.615504417156263,0.191082073762916,-0.32273060276783,0.230932004729973,2.39520132525321,1.11791338203872,-1.02376315514016,-2.23432499818708,-0.741781006315799,-1.26152113328153,0.081714883783497,-0.61828724139115,-0.0304302819621278,-0.603470494839364,0.948999857957505,0.69011247269733,-0.583063862376813,0.0126818245993348,0.623759647909966,-1.19105236703066,-1.58403701292234,0.484367093129308,-0.411317805026416,0.259304140876942,1.21839519631881,0.853102288403864,0.956645018495331,-0.0294870827573422,-1.13283588305849,0.475466710989933,-0.404593940625821,0.100214275587541,-0.906603335123123,-0.199816957010028,-1.38652042532914,1.58348943852212,0.688532605465397,-0.579153939323905,-0.0863727918460192,-1.17495868175951,-2.11688156188244,1.07932886772481 +-6.96929127277672,-1.02642090030678,-1.18548008459731,1.24991457096922,-0.354542403073978,0.552157714218558,1.85991086154316,-1.61403945661912,0.647513357977592,0.2435327187603,-0.249190677755399,-0.244883779092525,0.372911595208748,0.908447698792251,-0.56610933289597,-0.163128989885215,0.838219387278491,0.0109618427990058,-1.03116449189746,0.734098736497243,-0.460485565976711,0.226852003567295,0.70533455324418,0.071960844365645,0.872634566795338,0.641551431409249,0.74047345310968,-0.743938496851104,-0.317376455269396,-0.864556217319535,0.834294073061504,1.66917040967207,-0.0606100814465088,-0.214611972064497,-0.568582303141119,1.83879660034406,0.461566093810851,1.17912968355308,0.201719599167546,0.215776063450083,1.12102190988245,-0.506104326333761,-0.990962518471982,0.84701928165966,-1.64170410993825,-0.627376645697984,0.482094871689672,0.32699671904924,-1.22312208393652,-1.12710117964319,0.179496176715821,0.563353249160496,-0.0497880401457014,-1.11862209635986,-1.25304602409505,-0.897543254705905,1.43596770416362,-0.583640669137996,0.660093459318623,-0.995564403263049,0.818162217902652,0.842913529277499,0.516775157949177,0.318634363552171,-1.4194705124407,0.0198757838998294,2.01752322047439,-1.06294924266973,-0.301435860098489,-1.37831533813473,-0.0232465159936248,-0.51039563761724,0.203513688368744,-0.0658948119442487,2.29623097778563,-1.2492405101132,-1.86405223996209,0.0154155914310925,-0.199561808658033,-1.73798976811449,0.223443277050411,0.775514909177735,0.491537137167375,-0.890834893182162,0.0623769123231979,-0.313052552384939,0.157066617984318,-0.35119850177038,1.43914342866758,-0.562012414705507,0.10655280715774,0.215868419209663,-0.345858341240486,-1.15917075640814,-0.178307545829416,-1.57936082726653,-1.3002266217832,-0.456971027534395,-0.707064511984902,-1.87957091175864,-0.644924173032691 diff --git a/src/HDMjl.jl b/src/HDMjl.jl index 20baae2..162489c 100644 --- a/src/HDMjl.jl +++ b/src/HDMjl.jl @@ -1,6 +1,6 @@ module HDMjl -export lambdaCalculation, init_values, as_logical, LassoShooting_fit, rlasso, rlassoEffect, rlassoEffects, rlassoIVselectX, rlassoIVselectZ, rlassoIV, rlassologit, rlassologitEffect, rlassologitEffects, rlassoATE, rlassoATET, rlassoLATE, rlassoLATET, tsls, r_summary, r_print, r_confint +export lambdaCalculation, init_values, as_logical, LassoShooting_fit, rlasso, rlassoEffect, rlassoEffects, rlassoIVselectX, rlassoIVselectZ, rlassoIV, rlassologit, rlassologitEffect, rlassologitEffects, rlassoATE, rlassoATET, rlassoLATE, rlassoLATET, tsls, r_summary, r_print, r_confint, r_predict using Statistics, GLM, DataFrames, LinearAlgebra, GLMNet, Random, PrettyTables, Distributions diff --git a/src/rlasso.jl b/src/rlasso.jl index 010aee4..1889034 100644 --- a/src/rlasso.jl +++ b/src/rlasso.jl @@ -108,22 +108,22 @@ function rlasso(x, y; post = true, intercept = true, model = true, s1 = sqrt(var(e1)) # Homoskedastic and X-independent - if homoskedastic == true & !X_dependent_lambda + if (homoskedastic == true) && !X_dependent_lambda Ups1 = s1 * Psi lambda = pen["lambda0"] * Ups1 # Homoskedastic and X-dependent - elseif homoskedastic == true & X_dependent_lambda + elseif (homoskedastic == true) && X_dependent_lambda Ups1 = s1 * Psi lambda = pen["lambda0"] * Ups1 # Heteroskedastic and X-independent - elseif homoskedastic == false & !X_dependent_lambda + elseif (homoskedastic == false) && !X_dependent_lambda Ups1 = 1 / sqrt(n) .* sqrt.(((e1 .^ 2)' * (x .^ 2))') lambda = Ups1 * pen["lambda0"] # Heteroskedastic and X-dependent - elseif homoskedastic == false & X_dependent_lambda + elseif (homoskedastic == false) && X_dependent_lambda lc = lambdaCalculation(x = x, y = e1, homoskedastic = homoskedastic, X_dependent_lambda = X_dependent_lambda, lambda_start = lambda_start, c = c, gamma = gamma) Ups1 = lc["Ups0"] lambda = lc["lambda"] @@ -245,7 +245,7 @@ function r_summary(rlasso_obj::Dict; all = false) # print(rlasso_obj.foot_msg) end -function r_predict(rlasso; xnew = rlasso["model"]) +function r_predict(rlasso::Dict; xnew = rlasso["model"]) n, p = size(xnew) if rlasso["intercept"] != 0 y_hat = hcat(ones(n), xnew) * rlasso["coefficients"] diff --git a/src/rlassologit.jl b/src/rlassologit.jl index 861b669..3ec8f97 100644 --- a/src/rlassologit.jl +++ b/src/rlassologit.jl @@ -128,13 +128,13 @@ function rlassologit(x, y; model::Bool = true, c::Float64 = 1.1, post::Bool = tr head1 = " ------- -Post-Lasso estimation: $post -Intercept: $intercept -Control: $threshold -Total number of variables: $p -Number of selected variables: $(length(select_columns) - intercept) ------- + ------ + Post-Lasso estimation: $post + Intercept: $intercept + Control: $threshold + Total number of variables: $p + Number of selected variables: $(length(select_columns) - intercept) + ------ " println(head1) @@ -175,12 +175,22 @@ function r_summary(result::rlassologit, all::Bool = false) end -# mutable struct rlassologitEffect - -# end +mutable struct rlassologitEffect + result::Dict + head_msg +end + function rlassologitEffect(X, Y, D; I3::Any = nothing, post = true) + colnames = try + names(X) + catch + [] + end + + + x = Matrix(X[:, :]) d = D[:] y = Y[:] @@ -194,16 +204,16 @@ function rlassologitEffect(X, Y, D; I3::Any = nothing, post = true) dx = hcat(d, x) l1 = rlassologit(dx, y, post = post, intercept = true, lambda = la1) - x1 = l1["residuals"] + x1 = l1.result["residuals"] - t = hcat(ones(n), dx) * l1["coefficients"] + t = hcat(ones(n), dx) * l1.result["coefficients"] sigma2 = exp.(t) ./ (1 .+ exp.(t)).^2 w = copy(sigma2) f = sqrt.(sigma2) - I1 = l1["ind1ex"][Not(1)] + I1 = l1.result["index"][Not(1)] lambda = 2.2 * sqrt(n) * quantile(Normal(0, 1), 1 - 0.05 / max(n, p * log(n))) la2 = repeat([lambda], p) @@ -212,7 +222,7 @@ function rlassologitEffect(X, Y, D; I3::Any = nothing, post = true) l2 = rlasso(xf, df, post = post, intercept = true, homoskedastic = false, lambda_start = la2, c = 1.1, gamma = 0.1) # return l2 # include("hdmjl.jl") - I2 = l2["ind1ex"] + I2 = l2["index"] z = l2["residuals"] ./ sqrt.(sigma2) if isnothing(I3) @@ -225,17 +235,18 @@ function rlassologitEffect(X, Y, D; I3::Any = nothing, post = true) ind1 = [] - for i in eachind1ex(I) + for i in eachindex(I) if I[i] > 0 append!(ind1, i) end end - ind1 + + xselect = x[:, ind1] p3 = size(xselect, 2) - data3 = DataFrame(hcat(y, d, xselect)) + data3 = DataFrame(hcat(y, d, xselect), :auto) rename!(data3, "x1" => "y") @@ -256,7 +267,22 @@ function rlassologitEffect(X, Y, D; I3::Any = nothing, post = true) else no_select = 0 end + + ##----- + main_mssg = + " + --- + post = $post + ---- + se = $se + alpha = $alpha + sample_size = $n + --- + " + + # main_table = hcat(coe) # GLM.residuals(l3) + print(main_mssg) res = Dict("epsilon" => y - g3, "v" => z) results = Dict( @@ -264,18 +290,34 @@ function rlassologitEffect(X, Y, D; I3::Any = nothing, post = true) "no_select" => no_select, "coefficients" => alpha, "coefficient" => alpha, "residuals" => res, "sample_size" => n, "post" => post ) - return results + return rlassologitEffect(results, main_mssg) +end + +function r_summary(result::rlassologitEffect) + print(result.head_msg) +end + +mutable struct rlassologitEffects + result + head_mssg + table end -function rlassologitEffects(x, y; ind1ex = 1:3, I3 = nothing, post = true) - x = Matrix(x) +function rlassologitEffects(x, y; index = 1:size(x, 2), I3 = nothing, post = true) + + names_col = try + names(x) + catch + nothing + end + x = Matrix(x[:, :]) y = Matrix(y[:, :]) n, p = size(x) - if Set(ind1ex) == 2 - k = p1 = sum(ind1ex) + if Set(index) == 2 + k = p1 = sum(index) else - k = p1 = length(ind1ex) + k = p1 = length(index) end coefficients = zeros(k) @@ -286,34 +328,63 @@ function rlassologitEffects(x, y; ind1ex = 1:3, I3 = nothing, post = true) # print(k) for i in 1:k - d = x[:, ind1ex[i]] - xt = x[:, Not(ind1ex[i])] + d = x[:, index[i]] + xt = x[:, Not(index[i])] if isnothing(I3) I3m = I3 else - I3m = I3[Not(ind1ex[i])] + I3m = I3[Not(index[i])] end lasso_regs[i] = try - rlassologitEffect(xt, y, d, I3 = I3m, post = post) + rlassologitEffect(xt, y, d, I3 = I3m, post = post); catch "try-error" end if lasso_regs[i] == "try-error" continue else - coefficients[i] = lasso_regs[i]["alpha"] - se[i] = lasso_regs[i]["se"] - t[i] = lasso_regs[i]["t"] - reside["epsilon"][i] = lasso_regs[i]["residuals"]["epsilon"] - reside["v"][i] = lasso_regs[i]["residuals"]["v"] + # print(lasso_regs[i]) + coefficients[i] = lasso_regs[i].result["alpha"] + se[i] = lasso_regs[i].result["se"] + t[i] = lasso_regs[i].result["t"] + reside["epsilon"][i] = lasso_regs[i].result["residuals"]["epsilon"] + reside["v"][i] = lasso_regs[i].result["residuals"]["v"] + end + end + head_mssg = " + --- + post: $post + index: $(collect(index)') + --- + " + + n_cl = [] + + if isnothing(names_col) + for i in 1:p + push!(n_cl, "V $i") end + else + n_cl = names_col end + main_table = hcat(n_cl[index], coefficients) + + header = ["Variable", "Estimate"] + + print(head_mssg) + + + print("\n") + + @ptconf tf = tf_simple alignment = :l + @pt :header = header main_table + # residual = res = Dict( "coefficients" => coefficients, "se" => se, "t" => t, - "lasso_regs" => lasso_regs, "ind1ex" => ind1ex, "sample_size" => n, + "lasso_regs" => lasso_regs, "index" => index, "sample_size" => n, "residuals" => reside ) - return res -end \ No newline at end of file + return rlassoEffects(res, head_mssg, main_table) +end diff --git a/src/rlassotreatment.jl b/src/rlassotreatment.jl index d794443..44cc8c2 100644 --- a/src/rlassotreatment.jl +++ b/src/rlassotreatment.jl @@ -1,3 +1,10 @@ +mutable struct rlassoTE + result::Dict + # main_tbl + type +end + + function rlassoLATE(x, d, y, z; bootstrap = "none", n_rep = 100, always_takers = true, post = true, intercept = true, never_takers = true) @@ -83,7 +90,7 @@ function rlassoLATE(x, d, y, z; bootstrap = "none", n_rep = 100, always_takers = elseif always_takers == false & never_takers == true g_d_z1 = rlassologit(x_z1, d[indz1], post = post, intercept = intercept, lambda = lambda, c = penalty_c, gamma = penalty_gamma) - yp1 = get_mtrx(x1) * g_d_z1.result["coefficients"] + yp1 = get_mtrx(x1) * g_d_z1["coefficients"] md_z1x = 1 ./ (1 .+ exp.(-1 .* (yp0))) md_z0x = zeros(size(x1, 1)) @@ -93,7 +100,7 @@ function rlassoLATE(x, d, y, z; bootstrap = "none", n_rep = 100, always_takers = md_z1x = ones(size(x, 1)) g_d_z0 = rlassologit(x_z0, d[indz0], post = post, intercept = intercept, lambda = lambda, c = penalty_c, gamma = penalty_gamma) - yp0 = get_mtrx(x1) * g_d_z0.result["coefficients"] + yp0 = get_mtrx(x1) * g_d_z0["coefficients"] md_z0x = 1 ./ (1 .+ exp.(-1 .* (yp0))) elseif always_takers == false & never_takers == false md_z0x = zeros(n) @@ -145,16 +152,19 @@ function rlassoLATE(x, d, y, z; bootstrap = "none", n_rep = 100, always_takers = object["type_boot"] = bootstrap object["boot_n"] = n_rep end - object + object["type_boot"] = bootstrap - return object + return rlassoTE(object, object["type"]) end + function rlassoATE(x, d, y; bootstrap = "none", n_rep = 500) z = copy(d) res = rlassoLATE(x, d, y, z, bootstrap = bootstrap, n_rep = n_rep) - res["type"] = "ATE" - return res + type = "ATE" + # res.result["type"] = type + res.result["type_boot"] = bootstrap + return rlassoTE(res.result, type) end function rlassoLATET(x, d, y, z; bootstrap::String = "none", n_rep::Int64 = 500, post::Bool = true, always_takers::Bool = true, never_takers::Bool = true, intercept::Bool = true) @@ -224,16 +234,44 @@ function rlassoLATET(x, d, y, z; bootstrap::String = "none", n_rep::Int64 = 500, boot[i] = mean(weights .* ((y - my_z0x) - (ones(n) - z) .* (y - my_z0x) ./ (ones(n) - mz_x))) / mean(weights .* ((d - md_z0x) - (ones(n) - z) .* (d - md_z0x) ./ (ones(n) - mz_x))) end res["boot_se"] = sqrt(var(boot)) - res["type_boot"] = bootstrap + res["type_boot"] = bootstrap return res end - return res + + res["type_boot"] = bootstrap + type = "LATET" + return rlassoTE(res, type) end function rlassoATET(x, d, y, bootstrap::String = "none", n_rep::Int64 = 500) z = copy(d) res = rlassoLATET(x, d, y, z, bootstrap = bootstrap, n_rep = n_rep) - res["type"] = "ATET" - return res + type = "ATET" + return rlassoTE(res.result, type) +end + +function r_summary(rlasso_TE::rlassoTE) + # boot_strap = rlasso_TE[""] + print(" + Estimation and significance tesing of the treatment effect + Type: $(rlasso_TE.type) + Bootstrap: $(rlasso_TE.result["type_boot"]) + ") + + print("\n") + + results = rlasso_TE.result + + coef = results["te"] + se = results["se"] + std_ = coef / se + + header = ["Coeff", "SE", "t.value"] + tbl = [coef se std_] + + + @ptconf tf = tf_simple + @pt :header = header tbl + return tbl end \ No newline at end of file From 463947e42c03d53ac147385b3de798773fcfa2c3 Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Fri, 14 Oct 2022 07:09:06 -0500 Subject: [PATCH 23/28] # --- Project.toml | 1 + src/rlassoEffect.jl | 45 +- src/rlassoIV.jl | 22 +- tutorial/HDMjl_tutorial.ipynb | 2003 ++++++++++++++++++++++ tutorial/HDMjl_tutorial_1.ipynb | 560 +++++-- tutorial/python.ipynb | 338 ---- tutorial/r_file.ipynb | 2773 +++++++++---------------------- 7 files changed, 3238 insertions(+), 2504 deletions(-) create mode 100644 tutorial/HDMjl_tutorial.ipynb delete mode 100644 tutorial/python.ipynb diff --git a/Project.toml b/Project.toml index 519ed61..81079f2 100644 --- a/Project.toml +++ b/Project.toml @@ -11,6 +11,7 @@ LinearAlgebra = "37e2e46d-f89d-539d-b4ee-838fcccc9c8e" PrettyTables = "08abe8d2-0d0c-5749-adfa-8a2ac140af0d" Random = "9a3f8284-a2c9-5f02-9a11-845980a1fd5c" Statistics = "10745b16-79ce-11e8-11f9-7d13ad32a3b2" +Distributions = "31c24e10-a181-5473-b8eb-7969acd0382f" [compat] DataFrames = "0.22.7, 1" diff --git a/src/rlassoEffect.jl b/src/rlassoEffect.jl index ffe0655..90dd6a7 100644 --- a/src/rlassoEffect.jl +++ b/src/rlassoEffect.jl @@ -115,21 +115,32 @@ function r_summary(object::rlassoEffect1) if length(object.coefficients) != 0 k = length(object.coefficients) table = zeros(k, 4) - table[:, 1] .= object.coefficients - table[:, 2] .= object.se - table[:, 3] .= table[:, 1]./table[:, 2] - table[:, 4] .= 2 * cdf(Normal(), -abs.(table[:, 3])) + table[:, 1] .= round.(object.coefficients, digits = 5) + table[:, 2] .= round.(object.se, digits = 5) + table[:, 3] .= round.(table[:, 1]./table[:, 2], digits = 5) + table[:, 4] .= round.(2 * cdf(Normal(), -abs.(table[:, 3])), digits = 5) table1 = DataFrame(table, :auto) table1 = rename(table1, ["Estimate.", "Std. Error", "t value", "Pr(>|t|)"]) + table2 = string.(copy(table)) + a = table2[:, 4]; + b = string.(zeros(length(a))) + b[parse.(Float64, a) .>= 0 .&& parse.(Float64, a).< 0.001] .= a[parse.(Float64, a) .>= 0 .&& parse.(Float64, a).< 0.001] .* " ***" + b[parse.(Float64, a) .>= 0.001 .&& parse.(Float64, a).< 0.01] .= a[parse.(Float64, a) .>= 0.001 .&& parse.(Float64, a).< 0.01] .* " **" + b[parse.(Float64, a) .>= 0.01 .&& parse.(Float64, a).< 0.05] .= a[parse.(Float64, a) .>= 0.01 .&& parse.(Float64, a).< 0.05] .* " *" + b[parse.(Float64, a) .>= 0.05 .&& parse.(Float64, a).< 0.1] .= a[parse.(Float64, a) .>= 0.05 .&& parse.(Float64, a).< 0.1] .* " ." + b[parse.(Float64, a) .>= 0.1 .&& parse.(Float64, a).< 1] .= a[parse.(Float64, a) .>= 0.1 .&& parse.(Float64, a).< 1] .* " " + b = vec(b) + table2[:, 4] .= b + table2 = DataFrame(table2, :auto) + table2 = rename(table2, ["coeff.", "se.", "t-value", "p-value"]) print("""Estimates and significance testing of the effect of target variables""", "\n") - pretty_table(table, show_row_number = true, header = ["Estimate.", "Std. Error", "t value", "Pr(>|t|)"], tf = tf_borderless) + pretty_table(table2, show_row_number = true, header = ["Estimate.", "Std. Error", "t value", "Pr(>|t|)"], tf = tf_borderless) print("---", "\n", "Signif. codes:","\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1") print("\n") else print("No coefficients\n") end - return table1 end function r_print(object::rlassoEffect1; digits = 3) @@ -281,15 +292,27 @@ function r_summary(object::rlassoEffects1) if length(object.coefficients) != 0 k = length(object.coefficients) table = zeros(k, 4) - table[:, 1] .= object.coefficients - table[:, 2] .= object.se - table[:, 3] .= table[:, 1]./table[:, 2] - table[:, 4] .= 2 * cdf(Normal(), -abs.(table[:, 3])) + table[:, 1] .= round.(object.coefficients, digits = 5) + table[:, 2] .= round.(object.se, digits = 5) + table[:, 3] .= round.(table[:, 1]./table[:, 2], digits = 5) + table[:, 4] .= round.(2 * cdf(Normal(), -abs.(table[:, 3])), digits = 5) table1 = DataFrame(hcat(["X$y" for y = object.index], table), :auto) table1 = rename(table1, ["index", "Estimate.", "Std. Error", "t value", "Pr(>|t|)"]) + table2 = string.(copy(table)) + a = table2[:, 4]; + b = string.(zeros(length(a))) + b[parse.(Float64, a) .>= 0 .&& parse.(Float64, a).< 0.001] .= a[parse.(Float64, a) .>= 0 .&& parse.(Float64, a).< 0.001] .* " ***" + b[parse.(Float64, a) .>= 0.001 .&& parse.(Float64, a).< 0.01] .= a[parse.(Float64, a) .>= 0.001 .&& parse.(Float64, a).< 0.01] .* " **" + b[parse.(Float64, a) .>= 0.01 .&& parse.(Float64, a).< 0.05] .= a[parse.(Float64, a) .>= 0.01 .&& parse.(Float64, a).< 0.05] .* " *" + b[parse.(Float64, a) .>= 0.05 .&& parse.(Float64, a).< 0.1] .= a[parse.(Float64, a) .>= 0.05 .&& parse.(Float64, a).< 0.1] .* " ." + b[parse.(Float64, a) .>= 0.1 .&& parse.(Float64, a).< 1] .= a[parse.(Float64, a) .>= 0.1 .&& parse.(Float64, a).< 1] .* " " + b = vec(b) + table2[:, 4] .= b + table2 = DataFrame(hcat(object.coefficients[:,1], table2), :auto) + table2 = rename(table2, [" ", "coeff.", "se.", "t-value", "p-value"]) print("Estimates and significance testing of the effect of target variables", "\n") - pretty_table(table, show_row_number = false, header = ["Estimate.", "Std. Error", "t value", "Pr(>|t|)"], tf = tf_borderless, row_names = ["X$y" for y = object.index]) + pretty_table(table2, show_row_number = false, header = [" ","Estimate.", "Std. Error", "t value", "Pr(>|t|)"], tf = tf_borderless, row_names = ["X$y" for y = object.index]) print("---", "\n", "Signif. codes:","\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1") print("\n") return table1 diff --git a/src/rlassoIV.jl b/src/rlassoIV.jl index 83a5d7d..bd1ec66 100644 --- a/src/rlassoIV.jl +++ b/src/rlassoIV.jl @@ -99,15 +99,27 @@ function r_summary(object::rlassoIV1) if size([object.coefficients])[1] != 0 k = length(object.coefficients[:,2]) table = zeros(k, 4) - table[:, 1] .= vec(object.coefficients[:,2]) - table[:, 2] .= object.se - table[:, 3] .= table[:, 1]./table[:, 2] - table[:, 4] .= 2 * cdf(Normal(), -abs.(table[:, 3])) + table[:, 1] .= round.(vec(object.coefficients[:,2]), digits = 5) + table[:, 2] .= round.(object.se, digits = 5) + table[:, 3] .= round.(table[:, 1]./table[:, 2], digits = 5) + table[:, 4] .= round.(2 * cdf(Normal(), -abs.(table[:, 3])), digits = 5) table1 = DataFrame(hcat(object.coefficients[:,1], table), :auto) table1 = rename(table1, [" ", "coeff.", "se.", "t-value", "p-value"]) + table2 = string.(copy(table)) + a = table2[:, 4]; + b = string.(zeros(length(a))) + b[parse.(Float64, a) .>= 0 .&& parse.(Float64, a).< 0.001] .= a[parse.(Float64, a) .>= 0 .&& parse.(Float64, a).< 0.001] .* " ***" + b[parse.(Float64, a) .>= 0.001 .&& parse.(Float64, a).< 0.01] .= a[parse.(Float64, a) .>= 0.001 .&& parse.(Float64, a).< 0.01] .* " **" + b[parse.(Float64, a) .>= 0.01 .&& parse.(Float64, a).< 0.05] .= a[parse.(Float64, a) .>= 0.01 .&& parse.(Float64, a).< 0.05] .* " *" + b[parse.(Float64, a) .>= 0.05 .&& parse.(Float64, a).< 0.1] .= a[parse.(Float64, a) .>= 0.05 .&& parse.(Float64, a).< 0.1] .* " ." + b[parse.(Float64, a) .>= 0.1 .&& parse.(Float64, a).< 1] .= a[parse.(Float64, a) .>= 0.1 .&& parse.(Float64, a).< 1] .* " " + b = vec(b) + table2[:, 4] .= b + table2 = DataFrame(hcat(object.coefficients[:,1], table2), :auto) + table2 = rename(table2, [" ", "coeff.", "se.", "t-value", "p-value"]) print("Estimates and Significance Testing of the effect of target variables in the IV regression model", "\n") - pretty_table(table1, show_row_number = false, header = [" ", "coeff.", "se.", "t-value", "p-value"], tf = tf_borderless) + pretty_table(table2, show_row_number = false, header = [" ", "coeff.", "se.", "t-value", "p-value"], tf = tf_borderless) print("---", "\n", "Signif. codes:","\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1") print("\n") return table1; diff --git a/tutorial/HDMjl_tutorial.ipynb b/tutorial/HDMjl_tutorial.ipynb new file mode 100644 index 0000000..a549ec0 --- /dev/null +++ b/tutorial/HDMjl_tutorial.ipynb @@ -0,0 +1,2003 @@ +{ + "cells": [ + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "# HIGH-DIMENSIONAL METRICS IN R" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 2. How to get started" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "or" + ] + }, + { + "cell_type": "code", + "execution_count": 184, + "metadata": {}, + "outputs": [], + "source": [ + "#Pkg.rm(\"HDMjl\")" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [], + "source": [ + "#Pkg.add(url = \"https://github.com/d2cml-ai/HDMjl.jl#prueba\", rev = \"dev\")" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "# import Pkg; Pkg.add(url = \"https://github.com/d2cml-ai/HDMjl.jl#prueba\")" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [ + "import Pkg, using Pkg" + ] + }, + { + "cell_type": "code", + "execution_count": 4, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m Resolving\u001b[22m\u001b[39m package versions...\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m " + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "`C:\\Users\\User\\.julia\\environments\\v1.8\\Project.toml`\n", + " \u001b[90m [8de29b41] \u001b[39m\u001b[92m+ HDMjl v0.0.11 `E:/causal_ml/hdm_paper/prueba/HDMjl.jl`\u001b[39m\n", + "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `C:\\Users\\User\\.julia\\environments\\v1.8\\Manifest.toml`\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " \u001b[90m [8de29b41] \u001b[39m\u001b[92m+ HDMjl v0.0.11 `E:/causal_ml/hdm_paper/prueba/HDMjl.jl`\u001b[39m\n" + ] + } + ], + "source": [ + "Pkg.develop(path = \"E:/causal_ml/hdm_paper/prueba/HDMjl.jl\")" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": {}, + "outputs": [], + "source": [ + "using CodecXz, RData, DataFrames, StatsModels, \n", + " Statistics, Distributions, PrettyTables, GLM, CSV, HDMjl" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 3. Prediction using Approximate Sparsity" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3.2. A Joint Significance Test for Lasso Regression." + ] + }, + { + "cell_type": "code", + "execution_count": 36, + "metadata": {}, + "outputs": [], + "source": [ + "using CSV\n", + "url = \"https://raw.githubusercontent.com/d2cml-ai/HDMjl.jl/prueba/data/3_2.csv\"\n", + "dta = DataFrame(CSV.read(download(url), DataFrame));\n", + "n, p = size(dta);\n", + "Y = dta[:,1];\n", + "X = Matrix(dta[:,2:end]);" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " Post-Lasso Estimation: false\n", + " Total number of variables: 100\n", + " Number of selected variables: 11\n", + " ---\n", + " \n", + "============ ==============\n", + " \u001b[1m Variable \u001b[0m \u001b[1m Estimate \u001b[0m\n", + "============ ==============\n", + " Intercept 0.056855\n", + " V 1 4.77121\n", + " V 2 4.69284\n", + " V 3 4.76568\n", + " V 13 -0.0453685\n", + " V 15 -0.0467382\n", + " V 16 -0.00499617\n", + " V 19 -0.0922336\n", + " V 22 -0.0272553\n", + " V 40 -0.0105032\n", + " V 61 0.113585\n", + " V 100 -0.0247296\n", + "============ ==============\n", + "\n", + " ----\n", + " Multiple R-squared: 0.9912720815874809\n", + " Adjusted R-squared: 0.9901810917859161\n", + " " + ] + } + ], + "source": [ + "lasso_reg = rlasso(X, Y, post = false);\n", + "sum_lasso = r_summary(lasso_reg)" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "url = \"https://raw.githubusercontent.com/d2cml-ai/HDMjl.jl/prueba/data/3_2_2.csv\"\n", + "dta = DataFrame(CSV.read(download(url), DataFrame));\n", + "n, p = size(dta);\n", + "yhat_lasso = r_predict(lasso_reg) #in-sample prediction\n", + "Ynew = dta[:,1];\n", + "Xnew = Matrix(dta[:,2:end]);\n", + "yhat_lasso_new = r_predict(lasso_reg, xnew = Xnew) #out-of-sample prediction\n", + ";" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " Post-Lasso Estimation: true\n", + " Total number of variables: 100\n", + " Number of selected variables: 3\n", + " ---\n", + " \n", + "============ ============\n", + " \u001b[1m Variable \u001b[0m \u001b[1m Estimate \u001b[0m\n", + "============ ============\n", + " Intercept 0.0341043\n", + " V 1 4.92413\n", + " V 2 4.85787\n", + " V 3 4.96442\n", + "============ ============\n", + "\n", + " ----\n", + " Multiple R-squared: 0.9906284190077158\n", + " Adjusted R-squared: 0.990335557101707\n", + " " + ] + } + ], + "source": [ + "post_lasso_reg = rlasso(X, Y, post = true) #now use post-lasso\n", + "r_summary(post_lasso_reg)" + ] + }, + { + "cell_type": "code", + "execution_count": 32, + "metadata": {}, + "outputs": [], + "source": [ + "yhat_postlasso = r_predict(post_lasso_reg) #in-sample prediction\n", + "yhat_postlasso_new = r_predict(post_lasso_reg, xnew = Xnew) #in-sample prediction\n", + ";" + ] + }, + { + "cell_type": "code", + "execution_count": 106, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "============ =================\n", + " \u001b[1m lasso MAE \u001b[0m \u001b[1m Post-lasso MAE \u001b[0m\n", + "============ =================\n", + " 0.879583 0.78017\n", + "============ =================\n" + ] + } + ], + "source": [ + "MAE = mean(eachrow(hcat(abs.(Ynew - yhat_lasso_new), abs.(Ynew - yhat_postlasso_new))))\n", + "MAE = DataFrame([[MAE[1]], [MAE[2]]], :auto)\n", + "MAE = rename!(MAE, [\"lasso MAE\", \"Post-lasso MAE\"])\n", + "pretty_table(MAE, tf = tf_simple, nosubheader = true)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 4. Inference on Target Regression Coefficients" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 4.1. Intuition for the Orthogonality Principle in Linear Models via Partialling Out." + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": {}, + "outputs": [], + "source": [ + "using CSV, GLM\n", + "using DataFrames" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": {}, + "outputs": [], + "source": [ + "url = \"https://raw.githubusercontent.com/d2cml-ai/HDMjl.jl/prueba/data/4_1.csv\"\n", + "dta = DataFrame(CSV.read(download(url), DataFrame));\n", + "n, p = size(dta);\n", + "y = dta[:,\"y\"];\n", + "d = dta[:,\"d\"];\n", + "x = Matrix(dta[:,3:end]);" + ] + }, + { + "cell_type": "code", + "execution_count": 96, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

1 rows × 2 columns

EstimateStd_Error
Float64Float64
10.9780750.0137122
" + ], + "text/latex": [ + "\\begin{tabular}{r|cc}\n", + "\t& Estimate & Std\\_Error\\\\\n", + "\t\\hline\n", + "\t& Float64 & Float64\\\\\n", + "\t\\hline\n", + "\t1 & 0.978075 & 0.0137122 \\\\\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "\u001b[1m1×2 DataFrame\u001b[0m\n", + "\u001b[1m Row \u001b[0m│\u001b[1m Estimate \u001b[0m\u001b[1m Std_Error \u001b[0m\n", + "\u001b[1m \u001b[0m│\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\n", + "─────┼─────────────────────\n", + " 1 │ 0.978075 0.0137122" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "full_fit = lm(hcat(ones(length(y)), Matrix(dta[:,2:end])), y);\n", + "DataFrame(Estimate = coef(full_fit)[2], Std_Error = stderror(full_fit)[2])" + ] + }, + { + "cell_type": "code", + "execution_count": 97, + "metadata": {}, + "outputs": [], + "source": [ + "rY_1 = lm(hcat(ones(length(y)), Matrix(dta[:,3:end])), y);\n", + "rY = y - predict(rY_1)\n", + "rD_1 = lm(hcat(ones(length(y)), Matrix(dta[:,3:end])), d);\n", + "rD = d - predict(rD_1);" + ] + }, + { + "cell_type": "code", + "execution_count": 98, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

1 rows × 2 columns

EstimateStd_Error
Float64Float64
10.9780750.0136862
" + ], + "text/latex": [ + "\\begin{tabular}{r|cc}\n", + "\t& Estimate & Std\\_Error\\\\\n", + "\t\\hline\n", + "\t& Float64 & Float64\\\\\n", + "\t\\hline\n", + "\t1 & 0.978075 & 0.0136862 \\\\\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "\u001b[1m1×2 DataFrame\u001b[0m\n", + "\u001b[1m Row \u001b[0m│\u001b[1m Estimate \u001b[0m\u001b[1m Std_Error \u001b[0m\n", + "\u001b[1m \u001b[0m│\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\n", + "─────┼─────────────────────\n", + " 1 │ 0.978075 0.0136862" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "partial_fit_ls = lm(hcat(ones(length(y)), rD), rY)\n", + "DataFrame(Estimate = coef(partial_fit_ls)[2], Std_Error = stderror(partial_fit_ls)[2])" + ] + }, + { + "cell_type": "code", + "execution_count": 99, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

1 rows × 2 columns

EstimateStd_Error
Float64Float64
10.9727390.0136868
" + ], + "text/latex": [ + "\\begin{tabular}{r|cc}\n", + "\t& Estimate & Std\\_Error\\\\\n", + "\t\\hline\n", + "\t& Float64 & Float64\\\\\n", + "\t\\hline\n", + "\t1 & 0.972739 & 0.0136868 \\\\\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "\u001b[1m1×2 DataFrame\u001b[0m\n", + "\u001b[1m Row \u001b[0m│\u001b[1m Estimate \u001b[0m\u001b[1m Std_Error \u001b[0m\n", + "\u001b[1m \u001b[0m│\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\n", + "─────┼─────────────────────\n", + " 1 │ 0.972739 0.0136868" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "rY_1 = rlasso(hcat(ones(length(y)), Matrix(dta[:,3:end])), y);\n", + "rY = rY_1[\"residuals\"]\n", + "rD_1 = rlasso(hcat(ones(length(y)), Matrix(dta[:,3:end])), d);\n", + "rD = rD_1[\"residuals\"]\n", + "partial_fit_postlasso = lm(hcat(ones(length(y)), rD), vec(rY))\n", + "DataFrame(Estimate = coef(partial_fit_postlasso)[2], Std_Error = stderror(partial_fit_postlasso)[2])" + ] + }, + { + "cell_type": "code", + "execution_count": 101, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and significance testing of the effect of target variables\n", + " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + "\n", + " 1 0.972739 0.0136868 71.0715 0.0\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + } + ], + "source": [ + "Eff = rlassoEffect(x, y, d, method = \"partialling out\");\n", + "r_summary(Eff);" + ] + }, + { + "cell_type": "code", + "execution_count": 102, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Coefficients:\n", + "\n", + " \u001b[1m 1 \u001b[0m\n", + "\n", + " 0.973\n" + ] + } + ], + "source": [ + "r_print(Eff)" + ] + }, + { + "cell_type": "code", + "execution_count": 105, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and significance testing of the effect of target variables\n", + " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + "\n", + " 1 0.978075 0.0141562 69.0914 0.0\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + } + ], + "source": [ + "Eff = rlassoEffect(x, y, d, method = \"double selection\");\n", + "r_summary(Eff);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 4.2. Inference: Confidence Intervals and Significance Testing. The function rlassoEffects" + ] + }, + { + "cell_type": "code", + "execution_count": 106, + "metadata": {}, + "outputs": [], + "source": [ + "using CSV\n", + "url = \"https://raw.githubusercontent.com/d2cml-ai/HDMjl.jl/prueba/data/4_2.csv\"\n", + "data = DataFrame(CSV.read(download(url), DataFrame));\n", + "n, p = size(data);\n", + "y = data[:,1];\n", + "#d = dta[:,\"d\"];\n", + "x = Matrix(data[:,2:end]);" + ] + }, + { + "cell_type": "code", + "execution_count": 107, + "metadata": {}, + "outputs": [], + "source": [ + "lasso_effects = rlassoEffects(x, y, index = [1,2,3,50]);" + ] + }, + { + "cell_type": "code", + "execution_count": 109, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Coefficients:\n", + "\n", + " \u001b[1m X1 \u001b[0m \u001b[1m X2 \u001b[0m \u001b[1m X3 \u001b[0m \u001b[1m X50 \u001b[0m\n", + "\n", + " 2.9445 3.0413 2.9754 0.072\n" + ] + } + ], + "source": [ + "r_print(lasso_effects, digits = 4)" + ] + }, + { + "cell_type": "code", + "execution_count": 110, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and significance testing of the effect of target variables\n", + " \u001b[1m \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + "\n", + " \u001b[1m X1 \u001b[0m 2.94448 0.0881468 33.4043 1.1892e-244\n", + " \u001b[1m X2 \u001b[0m 3.04127 0.083891 36.2527 9.0141e-288\n", + " \u001b[1m X3 \u001b[0m 2.9754 0.0780394 38.127 4.58085e-318\n", + " \u001b[1m X50 \u001b[0m 0.0719553 0.0776455 0.926716 0.354074\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + } + ], + "source": [ + "r_summary(lasso_effects);" + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", + "\n", + " \u001b[1m X1 \u001b[0m 2.77171 3.11724\n", + " \u001b[1m X2 \u001b[0m 2.87685 3.2057\n", + " \u001b[1m X3 \u001b[0m 2.82245 3.12836\n", + " \u001b[1m X50 \u001b[0m -0.0802271 0.224138\n" + ] + } + ], + "source": [ + "r_confint(lasso_effects);" + ] + }, + { + "cell_type": "code", + "execution_count": 112, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", + "\n", + " \u001b[1m X1 \u001b[0m 2.7304 3.15855\n", + " \u001b[1m X2 \u001b[0m 2.83944 3.24311\n", + " \u001b[1m X3 \u001b[0m 2.7855 3.16531\n", + " \u001b[1m X50 \u001b[0m -0.113325 0.257236\n" + ] + } + ], + "source": [ + "r_confint(lasso_effects, joint = true);" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 4.3. Application: the effect of gender on wage" + ] + }, + { + "cell_type": "code", + "execution_count": 8, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(29217, 23)" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "url = \"https://github.com/cran/hdm/raw/master/data/cps2012.rda\"\n", + "cps2012 = load(download(url))[\"cps2012\"];\n", + "n, p = size(cps2012);\n", + "size(cps2012)" + ] + }, + { + "cell_type": "code", + "execution_count": 9, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "(29217, 116)" + ] + } + ], + "source": [ + "x_formula = @formula(lnw ~ -1 + female + female*widowed + female*divorced + female*separated + female*nevermarried +\n", + " female*hsd08 + female*hsd911 + female*hsg + female*cg + female*ad + female*mw + female*so + female*we + female*exp1 + female*exp2 + female*exp3)\n", + "x_dframe = ModelFrame( x_formula, cps2012)\n", + "x1 = ModelMatrix(x_dframe)\n", + "X = x1.m[:,Not(1:16)];\n", + "X = hcat(x1.m[:,1:16], X)\n", + "size(X)\n", + "fom_1 = [\"widowed\", \"divorced\", \"separated\", \"nevermarried\", \"hsd08\", \"hsd911\", \"hsg\", \"cg\", \"ad\", \"mw\", \"so\",\n", + " \"we\", \"exp1\", \"exp2\", \"exp3\"];\n", + "data = cps2012[:,fom_1];\n", + "sub_data = ones(size(data)[1])\n", + "for i in 1:size(data)[2]\n", + " if i <= (size(data)[2] -1)\n", + " sub_data = hcat(sub_data, Matrix(data[:, i] .* data[:, Not(1:i)]) )\n", + " end\n", + "end\n", + "sub_data = sub_data[:,2:end]\n", + "size(sub_data)\n", + "x = hcat(X, sub_data)\n", + "size(x)\n", + "filter = var.(eachcol(x)) .!= 0\n", + "x = x[:,filter]\n", + "print(size(x))\n", + "index_gender = [1,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31];\n", + "y = cps2012.lnw;\n", + ";" + ] + }, + { + "cell_type": "code", + "execution_count": 127, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "15.0" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "sum(x[:,32])" + ] + }, + { + "cell_type": "code", + "execution_count": 10, + "metadata": {}, + "outputs": [], + "source": [ + "effects_female = rlassoEffects(x, y, index = index_gender);" + ] + }, + { + "cell_type": "code", + "execution_count": 12, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and significance testing of the effect of target variables\n", + " \u001b[1m \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + "\n", + " \u001b[1m X1 \u001b[0m -0.154923 0.0501624 -3.08843 0.00201216\n", + " \u001b[1m X17 \u001b[0m 0.136095 0.0906626 1.50112 0.133325\n", + " \u001b[1m X18 \u001b[0m 0.136939 0.0221817 6.17353 6.6782e-10\n", + " \u001b[1m X19 \u001b[0m 0.0233028 0.0532118 0.437925 0.661441\n", + " \u001b[1m X20 \u001b[0m 0.186853 0.0199424 9.36966 7.27651e-21\n", + " \u001b[1m X21 \u001b[0m 0.0278103 0.120914 0.23 0.818092\n", + " \u001b[1m X22 \u001b[0m -0.119335 0.0518797 -2.30023 0.0214354\n", + " \u001b[1m X23 \u001b[0m -0.0128898 0.0192232 -0.670533 0.502518\n", + " \u001b[1m X24 \u001b[0m 0.0101386 0.0183265 0.553218 0.580114\n", + " \u001b[1m X25 \u001b[0m -0.0304637 0.0218061 -1.39703 0.162405\n", + " \u001b[1m X26 \u001b[0m -0.00106344 0.0191918 -0.0554112 0.955811\n", + " \u001b[1m X27 \u001b[0m -0.00818334 0.0193568 -0.422763 0.672468\n", + " \u001b[1m X28 \u001b[0m -0.00422613 0.0211684 -0.199643 0.84176\n", + " \u001b[1m X29 \u001b[0m 0.00493526 0.00780428 0.632379 0.527139\n", + " \u001b[1m X30 \u001b[0m -0.159519 0.0452999 -3.52141 0.000429263\n", + " \u001b[1m X31 \u001b[0m 0.0384506 0.0078611 4.89125 1.00199e-6\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + } + ], + "source": [ + "r_summary(effects_female);" + ] + }, + { + "cell_type": "code", + "execution_count": 14, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", + "\n", + " \u001b[1m X1 \u001b[0m -0.295562 -0.0142847\n", + " \u001b[1m X17 \u001b[0m -0.136261 0.408452\n", + " \u001b[1m X18 \u001b[0m 0.0742004 0.199678\n", + " \u001b[1m X19 \u001b[0m -0.118061 0.164666\n", + " \u001b[1m X20 \u001b[0m 0.128705 0.245002\n", + " \u001b[1m X21 \u001b[0m -0.378365 0.433985\n", + " \u001b[1m X22 \u001b[0m -0.270462 0.0317919\n", + " \u001b[1m X23 \u001b[0m -0.0656411 0.0398615\n", + " \u001b[1m X24 \u001b[0m -0.0421792 0.0624564\n", + " \u001b[1m X25 \u001b[0m -0.0964645 0.0355371\n", + " \u001b[1m X26 \u001b[0m -0.055223 0.0530961\n", + " \u001b[1m X27 \u001b[0m -0.0632443 0.0468776\n", + " \u001b[1m X28 \u001b[0m -0.0662182 0.057766\n", + " \u001b[1m X29 \u001b[0m -0.0167011 0.0265717\n", + " \u001b[1m X30 \u001b[0m -0.285341 -0.0336976\n", + " \u001b[1m X31 \u001b[0m 0.0166404 0.0602608\n" + ] + } + ], + "source": [ + "joint_CI = r_confint(effects_female, 0.95, joint = true);\n", + "joint_CI;" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 4.4. Application: Estimation of the treatment effect in a linear model with many confounding factors" + ] + }, + { + "cell_type": "code", + "execution_count": 15, + "metadata": {}, + "outputs": [], + "source": [ + "using LinearAlgebra" + ] + }, + { + "cell_type": "code", + "execution_count": 16, + "metadata": {}, + "outputs": [], + "source": [ + "using GLM\n", + "using CodecXz\n", + "using RData\n", + "using DataFrames\n", + "url = \"https://github.com/cran/hdm/raw/master/data/GrowthData.rda\";\n", + "GrowthData = load(download(url))[\"GrowthData\"];\n", + "y = GrowthData[:, 1];\n", + "d = GrowthData[:, 3];\n", + "X = Matrix(GrowthData[:, Not(1, 2, 3)]);\n", + "X_1 = Matrix(GrowthData[:, Not(1, 2)]);" + ] + }, + { + "cell_type": "code", + "execution_count": 17, + "metadata": {}, + "outputs": [], + "source": [ + "Q, R = qr(hcat(ones(length(y)), X_1))\n", + "β = pinv(hcat(ones(length(y)), X_1)) * y\n", + "# ls_effect = β;\n", + "res = y - hcat(ones(length(y)), X_1) * β;\n", + "n = size(hcat(ones(length(y)), X_1))[1]\n", + "k = size(hcat(ones(length(y)), X_1))[2]\n", + "\n", + "sigma2_hat = (res' * res) / (n - k)\n", + "vcov_beta_hat = sigma2_hat .* inv(hcat(ones(length(y)), X_1)' * hcat(ones(length(y)), X_1));\n", + "se = sqrt.(diag(vcov_beta_hat))\n", + "\n", + "ls_effect = DataFrame(Estimate = β, stderror = se);" + ] + }, + { + "cell_type": "code", + "execution_count": 180, + "metadata": {}, + "outputs": [], + "source": [ + "# ls_effect = lm(hcat(ones(length(y)), X_1)[:, 1:42], y);\n", + "# coef(ls_effect)" + ] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and significance testing of the effect of target variables\n", + " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + "\n", + " 1 -0.0498115 0.0139364 -3.57421 0.000351288\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + } + ], + "source": [ + "lasso_effect = rlassoEffect(X, y, d, method = \"partialling out\");\n", + "r_summary(lasso_effect);" + ] + }, + { + "cell_type": "code", + "execution_count": 19, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and significance testing of the effect of target variables\n", + " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + "\n", + " 1 -0.0500059 0.0157914 -3.16666 0.00154203\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + } + ], + "source": [ + "doublesel_effect = rlassoEffect(X, y, d, method = \"double selection\");\n", + "r_summary(doublesel_effect);" + ] + }, + { + "cell_type": "code", + "execution_count": 20, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "=================================== ========== =============\n", + " \u001b[1m \u001b[0m \u001b[1m Estimate \u001b[0m \u001b[1m Std. Error \u001b[0m\n", + "=================================== ========== =============\n", + " full reg via ols -0.01 0.02989\n", + " partial reg\\nvia post-lasso -0.05 0.01394\n", + " partial reg via double selection -0.05 0.01579\n", + "=================================== ========== =============\n" + ] + } + ], + "source": [ + "using PrettyTables\n", + "table = zeros(3,2)\n", + "table[1,:] = [round(Matrix(ls_effect)[2,1], digits = 2), round.(Matrix(ls_effect)[2,2], digits = 5)]\n", + "table[2,:] = [round(lasso_effect.coefficients, digits =2), round(lasso_effect.se, digits = 5)]\n", + "table[3,:] = [round(doublesel_effect.coefficients, digits =2), round(doublesel_effect.se, digits = 5)];\n", + "index = [\"full reg via ols\", \"partial reg\n", + "via post-lasso \", \"partial reg via double selection\"]\n", + "pretty_table(hcat(index, table), show_row_number = false, header = [\" \", \"Estimate\", \"Std. Error\"], tf = tf_simple, nosubheader = true)" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 5. Instrumental Variable Estimation in a High-Dimensional Setting" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 5.2. Application: Economic Development and Institutions." + ] + }, + { + "cell_type": "code", + "execution_count": 21, + "metadata": {}, + "outputs": [], + "source": [ + "using RDatasets, TexTables, LinearAlgebra, GLM" + ] + }, + { + "cell_type": "code", + "execution_count": 38, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "(64, 21)" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "using Statistics, StatsModels, RData\n", + "url = \"https://github.com/cran/hdm/raw/master/data/AJR.rda\";\n", + "AJR = load(download(url))[\"AJR\"];\n", + "y = AJR[!,\"GDP\"]\n", + "d = AJR[!,\"Exprop\"]\n", + "z = AJR[!,\"logMort\"];\n", + "x_formula = @formula(GDP ~ -1 + Latitude + Latitude2 + Africa + Asia + Namer + Samer\n", + " + Latitude*Latitude2 + Latitude*Africa + Latitude*Asia + Latitude*Namer + Latitude*Samer\n", + " + Latitude2*Africa + Latitude2*Asia + Latitude2*Namer + Latitude2*Samer\n", + " + Africa*Asia + Africa*Namer + Africa*Samer\n", + " + Asia*Namer + Asia*Samer\n", + " + Namer*Samer)\n", + "x_dframe = ModelFrame( x_formula, AJR)\n", + "x1 = ModelMatrix(x_dframe)\n", + "x = x1.m\n", + "size(x)" + ] + }, + { + "cell_type": "code", + "execution_count": 39, + "metadata": {}, + "outputs": [], + "source": [ + "AJR_Xselect = rlassoIV(x, d, y, z, select_X=true, select_Z=false);" + ] + }, + { + "cell_type": "code", + "execution_count": 40, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Coefficients:\n", + "\n", + " \u001b[1m d1 \u001b[0m\n", + "\n", + " 0.845\n" + ] + } + ], + "source": [ + "r_print(AJR_Xselect)" + ] + }, + { + "cell_type": "code", + "execution_count": 41, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", + " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", + "\n", + " d1 0.845027 0.269926 3.13059 0.00174458\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + } + ], + "source": [ + "r_summary(AJR_Xselect);" + ] + }, + { + "cell_type": "code", + "execution_count": 42, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", + "\n", + " d1 0.315981 1.37407\n" + ] + } + ], + "source": [ + "r_confint(AJR_Xselect);" + ] + }, + { + "cell_type": "code", + "execution_count": 43, + "metadata": {}, + "outputs": [], + "source": [ + "rY_1 = lm(hcat(ones(length(y)), Matrix(AJR[:,3:end])), y);\n", + "rY = y - predict(rY_1)\n", + "rD_1 = lm(hcat(ones(length(y)), Matrix(AJR[:,3:end])), d);\n", + "rD = d - predict(rD_1);\n", + "rZ_1 = lm(hcat(ones(length(y)), Matrix(AJR[:,3:end])), z);\n", + "rZ = z - predict(rZ_1);" + ] + }, + { + "cell_type": "code", + "execution_count": 44, + "metadata": {}, + "outputs": [], + "source": [ + "rY_1 = lm(@formula(GDP ~ Latitude + Latitude2 + Africa + Asia + Namer + Samer + Latitude*Latitude2 + Latitude*Africa + Latitude*Asia + Latitude*Namer + Latitude*Samer\n", + " + Latitude2*Africa + Latitude2*Asia + Latitude2*Namer + Latitude2*Samer + Africa*Asia + Africa*Namer + Africa*Samer\n", + " + Asia*Namer + Asia*Samer + Namer*Samer), AJR)\n", + "rY = y - predict(rY_1)\n", + "\n", + "rD_1 = lm(@formula(Exprop ~ Latitude + Latitude2 + Africa + Asia + Namer + Samer + Latitude*Latitude2 + Latitude*Africa + Latitude*Asia + Latitude*Namer + Latitude*Samer\n", + " + Latitude2*Africa + Latitude2*Asia + Latitude2*Namer + Latitude2*Samer + Africa*Asia + Africa*Namer + Africa*Samer\n", + " + Asia*Namer + Asia*Samer + Namer*Samer), AJR)\n", + "rD = d - predict(rD_1)\n", + "\n", + "rZ_1 = lm(@formula(logMort ~ Latitude + Latitude2 + Africa + Asia + Namer + Samer + Latitude*Latitude2 + Latitude*Africa + Latitude*Asia + Latitude*Namer + Latitude*Samer\n", + " + Latitude2*Africa + Latitude2*Asia + Latitude2*Namer + Latitude2*Samer + Africa*Asia + Africa*Namer + Africa*Samer\n", + " + Asia*Namer + Asia*Samer + Namer*Samer), AJR)\n", + "rZ = z - predict(rZ_1);" + ] + }, + { + "cell_type": "code", + "execution_count": 45, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

1 rows × 2 columns

EstimateStd_Error
Float64Float64
11.267211.73054
" + ], + "text/latex": [ + "\\begin{tabular}{r|cc}\n", + "\t& Estimate & Std\\_Error\\\\\n", + "\t\\hline\n", + "\t& Float64 & Float64\\\\\n", + "\t\\hline\n", + "\t1 & 1.26721 & 1.73054 \\\\\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "\u001b[1m1×2 DataFrame\u001b[0m\n", + "\u001b[1m Row \u001b[0m│\u001b[1m Estimate \u001b[0m\u001b[1m Std_Error \u001b[0m\n", + "\u001b[1m \u001b[0m│\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\n", + "─────┼─────────────────────\n", + " 1 │ 1.26721 1.73054" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "ivfit_lm = tsls(rD, rY, rZ, nothing, intercept=false)\n", + "DataFrame(Estimate = ivfit_lm[\"coefficients\"][1,2], Std_Error = ivfit_lm[\"se\"])" + ] + }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [], + "source": [ + "x_formula1 = @formula(GDP ~ Latitude + Latitude2 + Africa + Asia + Namer + Samer\n", + " + Latitude*Latitude2 + Latitude*Africa + Latitude*Asia + Latitude*Namer + Latitude*Samer\n", + " + Latitude2*Africa + Latitude2*Asia + Latitude2*Namer + Latitude2*Samer\n", + " + Africa*Asia + Africa*Namer + Africa*Samer\n", + " + Asia*Namer + Asia*Samer\n", + " + Namer*Samer)\n", + "x_dframe1 = ModelFrame( x_formula, AJR)\n", + "x1_1 = ModelMatrix(x_dframe)\n", + "xx = x1.m;" + ] + }, + { + "cell_type": "code", + "execution_count": 47, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

1 rows × 2 columns

EstimateStd_Error
Float64Float64
10.8450270.272094
" + ], + "text/latex": [ + "\\begin{tabular}{r|cc}\n", + "\t& Estimate & Std\\_Error\\\\\n", + "\t\\hline\n", + "\t& Float64 & Float64\\\\\n", + "\t\\hline\n", + "\t1 & 0.845027 & 0.272094 \\\\\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "\u001b[1m1×2 DataFrame\u001b[0m\n", + "\u001b[1m Row \u001b[0m│\u001b[1m Estimate \u001b[0m\u001b[1m Std_Error \u001b[0m\n", + "\u001b[1m \u001b[0m│\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\n", + "─────┼─────────────────────\n", + " 1 │ 0.845027 0.272094" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "rY_1 = rlasso(xx, y);\n", + "rY = rY_1[\"residuals\"]\n", + "rD_1 = rlasso(xx, d);\n", + "rD = rD_1[\"residuals\"]\n", + "rZ_1 = rlasso(xx, z);\n", + "rZ = rZ_1[\"residuals\"]\n", + "\n", + "ivfit_lasso = tsls(rD, rY, rZ)\n", + "DataFrame(Estimate = ivfit_lasso[\"coefficients\"][1,2], Std_Error = ivfit_lasso[\"se\"][1])" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 5.3. Application: Impact of Eminent Domain Decisions on Economic Outcomes." + ] + }, + { + "cell_type": "code", + "execution_count": 48, + "metadata": {}, + "outputs": [], + "source": [ + "using Statistics, GLM\n", + "url = \"https://github.com/cran/hdm/raw/master/data/EminentDomain.rda\";\n", + "EminentDomain = load(download(url))[\"EminentDomain\"];\n", + "z = EminentDomain[\"logGDP\"][\"z\"];\n", + "x = EminentDomain[\"logGDP\"][\"x\"];\n", + "d = EminentDomain[\"logGDP\"][\"d\"];\n", + "y = EminentDomain[\"logGDP\"][\"y\"];\n", + "x = x[:, (mean(x, dims = 1) .> 0.05)'];\n", + "z = z[:, (mean(z, dims = 1) .> 0.05)'];" + ] + }, + { + "cell_type": "code", + "execution_count": 50, + "metadata": {}, + "outputs": [], + "source": [ + "ED_ols = lm(hcat(ones(length(vec(y))), hcat(d, x)), vec(y));\n", + "ED_2sls = tsls(d, y, z[:,1:2], x, intercept = false);" + ] + }, + { + "cell_type": "code", + "execution_count": 51, + "metadata": {}, + "outputs": [], + "source": [ + "lasso_IV_Z = rlassoIV(x, d, y, z, select_X = false, select_Z = true);" + ] + }, + { + "cell_type": "code", + "execution_count": 53, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", + " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", + "\n", + " d1 0.414602 0.290249 1.42843 0.153167\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + } + ], + "source": [ + "r_summary(lasso_IV_Z);" + ] + }, + { + "cell_type": "code", + "execution_count": 54, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", + "\n", + " d1 -0.154276 0.98348\n" + ] + } + ], + "source": [ + "r_confint(lasso_IV_Z);" + ] + }, + { + "cell_type": "code", + "execution_count": 58, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", + " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", + "\n", + " d1 -0.0238347 0.128507 -0.185475 0.852857\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + } + ], + "source": [ + "lasso_IV_XZ = rlassoIV(x, d, y, z, select_X = true, select_Z = true);\n", + "r_summary(lasso_IV_XZ);" + ] + }, + { + "cell_type": "code", + "execution_count": 59, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", + "\n", + " d1 -0.275703 0.228033\n" + ] + } + ], + "source": [ + "r_confint(lasso_IV_XZ);" + ] + }, + { + "cell_type": "code", + "execution_count": 62, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", + " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", + "\n", + " d1 0.414602 0.290249 1.42843 0.153167\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", + "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", + " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", + "\n", + " d1 -0.0238347 0.128507 -0.185475 0.852857\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", + "======================= ============ =============\n", + " \u001b[1m \u001b[0m \u001b[1m Estimate \u001b[0m \u001b[1m Std. Error \u001b[0m\n", + "======================= ============ =============\n", + " ols regression 0.00786473 0.00986593\n", + " IV estimation -0.0107097 0.0337652\n", + " selection on Z 0.414602 0.290249\n", + " selection on X and Z -0.0238347 0.128507\n", + "======================= ============ =============\n" + ] + } + ], + "source": [ + "using PrettyTables\n", + "table = zeros(4,2)\n", + "table[1,:] = [coef(ED_ols)[2], stderror(ED_ols)[2]]\n", + "table[2,:] = [ED_2sls[\"coefficients\"][1,2], ED_2sls[\"se\"][1]]\n", + "table[3,:] = Matrix(r_summary(lasso_IV_Z)[:,2:3]);\n", + "table[4, :] = Matrix(r_summary(lasso_IV_XZ)[:, 2:3]);\n", + "index = [\"ols regression\", \"IV estimation \", \"selection on Z\", \"selection on X and Z\"]\n", + "pretty_table(hcat(index, table), show_row_number = false, header = [\" \", \"Estimate\", \"Std. Error\"], tf = tf_simple, nosubheader = true)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 6. Inference on Treatment Effects in a High-Dimensional Setting" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 6.3. Application: 401(k) plan participation." + ] + }, + { + "cell_type": "code", + "execution_count": 107, + "metadata": {}, + "outputs": [], + "source": [ + "url = \"https://github.com/cran/hdm/raw/master/data/pension.rda\";\n", + "pension = load(download(url))[\"pension\"];\n", + "y = pension[:, \"tw\"];\n", + "d = pension[:, \"p401\"];\n", + "z = pension[:, \"e401\"];\n", + "X = Matrix(pension[:, [\"i2\", \"i3\", \"i4\", \"i5\", \"i6\", \"i7\", \"a2\", \"a3\", \"a4\", \"a5\", \"fsize\", \"hs\", \"smcol\", \"col\", \"marr\", \"twoearn\", \"db\", \"pira\", \"hown\"]]);" + ] + }, + { + "cell_type": "code", + "execution_count": 109, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " ------\n", + " Post-Lasso estimation: true\n", + " Intercept: true\n", + " Control: 0\n", + " Total number of variables: 19\n", + " Number of selected variables: 9 \n", + " ------\n", + " \n", + " \n", + "============ ============\n", + " \u001b[1m Variable \u001b[0m \u001b[1m Estimate \u001b[0m\n", + "============ ============\n", + " Intercept -2.07033\n", + " V 1 -0.237913\n", + " V 3 0.618819\n", + " V 4 0.846136\n", + " V 5 1.10569\n", + " V 6 1.34217\n", + " V 10 -0.33151\n", + " V 16 0.0382348\n", + " V 17 0.620232\n", + " V 18 0.335563\n", + "============ ============\n", + "rlassologit\n", + " Estimation and significance tesing of the treatment effect\n", + " Type: ATE\n", + " Bootstrap: none\n", + " \n", + "========== ========= ==========\n", + " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", + "========== ========= ==========\n", + " 10180.1 1930.68 5.2728\n", + "========== ========= ==========\n" + ] + } + ], + "source": [ + "pension_ate = rlassoATE(X, d, y);\n", + "r_summary(pension_ate);" + ] + }, + { + "cell_type": "code", + "execution_count": 110, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " ------\n", + " Post-Lasso estimation: true\n", + " Intercept: true\n", + " Control: 0\n", + " Total number of variables: 19\n", + " Number of selected variables: 6 \n", + " ------\n", + " \n", + " \n", + "============ ============\n", + " \u001b[1m Variable \u001b[0m \u001b[1m Estimate \u001b[0m\n", + "============ ============\n", + " Intercept -1.79587\n", + " V 1 -0.608675\n", + " V 5 0.622942\n", + " V 6 0.839653\n", + " V 16 0.199394\n", + " V 17 0.643286\n", + " V 18 0.374925\n", + "============ ============\n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "rlassologit\n", + " Estimation and significance tesing of the treatment effect\n", + " Type: ATET\n", + " Bootstrap: none\n", + " \n", + "========== ========= ==========\n", + " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", + "========== ========= ==========\n", + " 12628.5 2944.43 4.28893\n", + "========== ========= ==========\n" + ] + } + ], + "source": [ + "pension_atet = rlassoATET(X, d, y);\n", + "r_summary(pension_atet);" + ] + }, + { + "cell_type": "code", + "execution_count": 111, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " ------\n", + " Post-Lasso estimation: true\n", + " Intercept: true\n", + " Control: 0\n", + " Total number of variables: 19\n", + " Number of selected variables: 10 \n", + " ------\n", + " \n", + " \n", + "============ ============\n", + " \u001b[1m Variable \u001b[0m \u001b[1m Estimate \u001b[0m\n", + "============ ============\n", + " Intercept -1.58403\n", + " V 1 -0.329602\n", + " V 3 0.657641\n", + " V 4 0.836492\n", + " V 5 1.11528\n", + " V 6 1.21348\n", + " V 8 0.142622\n", + " V 10 -0.299557\n", + " V 16 0.0516196\n", + " V 17 1.03219\n", + " V 18 0.135758\n", + "============ ============\n", + "rlassologit\n", + " Estimation and significance tesing of the treatment effect\n", + " Type: LATE\n", + " Bootstrap: none\n", + " \n", + "========== ======== ==========\n", + " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", + "========== ======== ==========\n", + " 12992.1 2326.9 5.58344\n", + "========== ======== ==========\n" + ] + } + ], + "source": [ + "pension_late = rlassoLATE(X, d, y, z);\n", + "r_summary(pension_late);" + ] + }, + { + "cell_type": "code", + "execution_count": 112, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " ------\n", + " Post-Lasso estimation: true\n", + " Intercept: true\n", + " Control: 0\n", + " Total number of variables: 19\n", + " Number of selected variables: 5 \n", + " ------\n", + " \n", + " \n", + "============ ============\n", + " \u001b[1m Variable \u001b[0m \u001b[1m Estimate \u001b[0m\n", + "============ ============\n", + " Intercept -1.25636\n", + " V 1 -0.714199\n", + " V 5 0.677564\n", + " V 6 0.794049\n", + " V 16 0.212127\n", + " V 17 1.05388\n", + "============ ============\n", + "rlassologit\n", + " Estimation and significance tesing of the treatment effect\n", + " Type: LATET\n", + " Bootstrap: none\n", + " \n", + "========== ========= ==========\n", + " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", + "========== ========= ==========\n", + " 15323.2 3645.28 4.20357\n", + "========== ========= ==========\n" + ] + } + ], + "source": [ + "pension_latet = rlassoLATET(X, d, y, z);\n", + "r_summary(pension_latet);" + ] + }, + { + "cell_type": "code", + "execution_count": 153, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " Estimation and significance tesing of the treatment effect\n", + " Type: ATE\n", + " Bootstrap: none\n", + " \n", + "========== ========= ==========\n", + " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", + "========== ========= ==========\n", + " 10180.1 1930.68 5.2728\n", + "========== ========= ==========\n", + "\n", + " Estimation and significance tesing of the treatment effect\n", + " Type: ATET\n", + " Bootstrap: none\n", + " \n", + "========== ========= ==========\n", + " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", + "========== ========= ==========\n", + " 12628.5 2944.43 4.28893\n", + "========== ========= ==========\n", + "\n", + " Estimation and significance tesing of the treatment effect\n", + " Type: LATE\n", + " Bootstrap: none\n", + " \n", + "========== ======== ==========\n", + " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", + "========== ======== ==========\n", + " 12992.1 2326.9 5.58344\n", + "========== ======== ==========\n", + "\n", + " Estimation and significance tesing of the treatment effect\n", + " Type: LATET\n", + " Bootstrap: none\n", + " \n", + "========== ========= ==========\n", + " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", + "========== ========= ==========\n", + " 15323.2 3645.28 4.20357\n", + "========== ========= ==========\n" + ] + } + ], + "source": [ + "using PrettyTables\n", + "table = zeros(4,2)\n", + "table[1,:] = round.(vec(r_summary(pension_ate)[:, 1:2]), digits = 2);\n", + "table[2,:] = round.(vec(r_summary(pension_atet)[:, 1:2]), digits = 2);\n", + "table[3,:] = round.(vec(r_summary(pension_late)[:, 1:2]), digits = 2);\n", + "table[4,:] = round.(vec(r_summary(pension_latet)[:, 1:2]), digits = 2);\n", + "index = [\"ATE\", \"ATET \", \"LATE\", \"LATET\"];" + ] + }, + { + "cell_type": "code", + "execution_count": 152, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "======== ========== =============\n", + " \u001b[1m \u001b[0m \u001b[1m Estimate \u001b[0m \u001b[1m Std. Error \u001b[0m\n", + "======== ========== =============\n", + " ATE 10180.1 1930.68\n", + " ATET 12628.5 2944.43\n", + " LATE 12992.1 2326.9\n", + " LATET 15323.2 3645.28\n", + "======== ========== =============\n" + ] + } + ], + "source": [ + "pretty_table(hcat(index, table), show_row_number = false, \n", + " header = [\" \", \"Estimate\", \"Std. Error\"], tf = tf_simple, nosubheader = true)" + ] + }, + { + "cell_type": "code", + "execution_count": 174, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " ------\n", + " Post-Lasso estimation: true\n", + " Intercept: true\n", + " Control: 0\n", + " Total number of variables: 19\n", + " Number of selected variables: 10 \n", + " ------\n", + " \n", + " \n", + "============ ============\n", + " \u001b[1m Variable \u001b[0m \u001b[1m Estimate \u001b[0m\n", + "============ ============\n", + " Intercept -1.58403\n", + " V 1 -0.329602\n", + " V 3 0.657641\n", + " V 4 0.836492\n", + " V 5 1.11528\n", + " V 6 1.21348\n", + " V 8 0.142622\n", + " V 10 -0.299557\n", + " V 16 0.0516196\n", + " V 17 1.03219\n", + " V 18 0.135758\n", + "============ ============\n", + "rlassologit" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " ------\n", + " Post-Lasso estimation: true\n", + " Intercept: true\n", + " Control: 0\n", + " Total number of variables: 19\n", + " Number of selected variables: 5 \n", + " ------\n", + " \n", + " \n", + "============ ============\n", + " \u001b[1m Variable \u001b[0m \u001b[1m Estimate \u001b[0m\n", + "============ ============\n", + " Intercept -1.25636\n", + " V 1 -0.714199\n", + " V 5 0.677564\n", + " V 6 0.794049\n", + " V 16 0.212127\n", + " V 17 1.05388\n", + "============ ============\n", + "rlassologit" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " ------\n", + " Post-Lasso estimation: true\n", + " Intercept: true\n", + " Control: 0\n", + " Total number of variables: 19\n", + " Number of selected variables: 10 \n", + " ------\n", + " \n", + " \n", + "============ ============\n", + " \u001b[1m Variable \u001b[0m \u001b[1m Estimate \u001b[0m\n", + "============ ============\n", + " Intercept -1.58403\n", + " V 1 -0.329602\n", + " V 3 0.657641\n", + " V 4 0.836492\n", + " V 5 1.11528\n", + " V 6 1.21348\n", + " V 8 0.142622\n", + " V 10 -0.299557\n", + " V 16 0.0516196\n", + " V 17 1.03219\n", + " V 18 0.135758\n", + "============ ============\n", + "rlassologit" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " ------\n", + " Post-Lasso estimation: true\n", + " Intercept: true\n", + " Control: 0\n", + " Total number of variables: 19\n", + " Number of selected variables: 5 \n", + " ------\n", + " \n", + " \n", + "============ ============\n", + " \u001b[1m Variable \u001b[0m \u001b[1m Estimate \u001b[0m\n", + "============ ============\n", + " Intercept -1.25636\n", + " V 1 -0.714199\n", + " V 5 0.677564\n", + " V 6 0.794049\n", + " V 16 0.212127\n", + " V 17 1.05388\n", + "============ ============\n", + "rlassologit" + ] + } + ], + "source": [ + "pension_ate = rlassoATE(X, z, y);\n", + "pension_atet = rlassoATET(X, z, y);\n", + "pension_late = rlassoLATE(X, d, y, z);\n", + "pension_latet = rlassoLATET(X, d, y, z);" + ] + }, + { + "cell_type": "code", + "execution_count": 182, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " Estimation and significance tesing of the treatment effect\n", + " Type: ATE\n", + " Bootstrap: none\n", + " \n", + "========== ========= ==========\n", + " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", + "========== ========= ==========\n", + " 8491.99 1902.92 4.4626\n", + "========== ========= ==========\n", + "\n", + " Estimation and significance tesing of the treatment effect\n", + " Type: ATET\n", + " Bootstrap: none\n", + " \n", + "========== ========= ==========\n", + " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", + "========== ========= ==========\n", + " 10795.3 2568.13 4.20357\n", + "========== ========= ==========\n", + "\n", + " Estimation and significance tesing of the treatment effect\n", + " Type: LATE\n", + " Bootstrap: none\n", + " \n", + "========== ======== ==========\n", + " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", + "========== ======== ==========\n", + " 12992.1 2326.9 5.58344\n", + "========== ======== ==========\n", + "\n", + " Estimation and significance tesing of the treatment effect\n", + " Type: LATET\n", + " Bootstrap: none\n", + " \n" + ] + }, + { + "name": "stdout", + "output_type": "stream", + "text": [ + "========== ========= ==========\n", + " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", + "========== ========= ==========\n", + " 15323.2 3645.28 4.20357\n", + "========== ========= ==========\n" + ] + } + ], + "source": [ + "table = zeros(4, 2)\n", + "table[1,:] = r_summary(pension_ate)[:, 1:2]\n", + "table[2,:] = r_summary(pension_atet)[:, 1:2]\n", + "table[3,:] = r_summary(pension_late)[:, 1:2]\n", + "table[4,:] = r_summary(pension_latet)[:, 1:2];" + ] + }, + { + "cell_type": "code", + "execution_count": 183, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "======== ========== =============\n", + " \u001b[1m \u001b[0m \u001b[1m Estimate \u001b[0m \u001b[1m Std. Error \u001b[0m\n", + "======== ========== =============\n", + " ATE 8491.99 1902.92\n", + " ATET 10795.3 2568.13\n", + " LATE 12992.1 2326.9\n", + " LATET 15323.2 3645.28\n", + "======== ========== =============\n" + ] + } + ], + "source": [ + "index = [\"ATE\", \"ATET \", \"LATE\", \"LATET\"]\n", + "pretty_table(hcat(index, table), show_row_number = false, \n", + " header = [\" \", \"Estimate\", \"Std. Error\"], tf = tf_simple, nosubheader = true)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 7. The Lasso Methods for Discovery of Significant Causes amongst Many Potential Causes, with Many Controls\n" + ] + }, + { + "cell_type": "code", + "execution_count": 28, + "metadata": {}, + "outputs": [], + "source": [ + "using CSV\n", + "url = \"https://raw.githubusercontent.com/d2cml-ai/HDMjl.jl/prueba/data/7_.csv\"\n", + "data = DataFrame(CSV.read(download(url), DataFrame));\n", + "n, p = size(data);\n", + "p1 = 20;\n", + "X = data[:,2:end]\n", + "Y = data[:,1];" + ] + }, + { + "cell_type": "code", + "execution_count": 29, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", + "\n", + " \u001b[1m X1 \u001b[0m 4.51533 5.21356\n", + " \u001b[1m X2 \u001b[0m -0.313634 0.30429\n", + " \u001b[1m X3 \u001b[0m -0.351839 0.186217\n", + " \u001b[1m X4 \u001b[0m -0.253669 0.286815\n", + " \u001b[1m X5 \u001b[0m -0.275994 0.275686\n", + " \u001b[1m X6 \u001b[0m -0.320815 0.293574\n", + " \u001b[1m X7 \u001b[0m -0.225692 0.300383\n", + " \u001b[1m X8 \u001b[0m -0.0468017 0.473111\n", + " \u001b[1m X9 \u001b[0m -0.185952 0.389624\n", + " \u001b[1m X10 \u001b[0m -0.236704 0.26358\n", + " \u001b[1m X11 \u001b[0m -0.314153 0.208903\n", + " \u001b[1m X12 \u001b[0m -0.308581 0.265112\n", + " \u001b[1m X13 \u001b[0m -0.173571 0.376241\n", + " \u001b[1m X14 \u001b[0m -0.322822 0.38468\n", + " \u001b[1m X15 \u001b[0m -0.321303 0.312452\n", + " \u001b[1m X16 \u001b[0m -0.264319 0.330375\n", + " \u001b[1m X17 \u001b[0m -0.178576 0.41633\n", + " \u001b[1m X18 \u001b[0m -0.368883 0.046518\n", + " \u001b[1m X19 \u001b[0m -0.10678 0.393157\n", + " \u001b[1m X20 \u001b[0m -0.215219 0.254939\n" + ] + } + ], + "source": [ + "r_confint(rlassoEffects(X, Y, index = [1:p1;]), joint = true);" + ] + } + ], + "metadata": { + "kernelspec": { + "display_name": "Julia 1.8.1", + "language": "julia", + "name": "julia-1.8" + }, + "language_info": { + "file_extension": ".jl", + "mimetype": "application/julia", + "name": "julia", + "version": "1.8.1" + }, + "orig_nbformat": 4 + }, + "nbformat": 4, + "nbformat_minor": 2 +} diff --git a/tutorial/HDMjl_tutorial_1.ipynb b/tutorial/HDMjl_tutorial_1.ipynb index dfe2ea2..0cb3837 100644 --- a/tutorial/HDMjl_tutorial_1.ipynb +++ b/tutorial/HDMjl_tutorial_1.ipynb @@ -23,39 +23,28 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 3, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `C:\\Users\\User\\.julia\\environments\\v1.8\\Project.toml`" + "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `C:\\Users\\User\\.julia\\environments\\v1.8\\Project.toml`\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - "\n", - " \u001b[90m [8de29b41] \u001b[39m\u001b[91m- HDMjl v0.0.11 `https://github.com/d2cml-ai/HDMjl.jl#main`\u001b[39m\n", - "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `C:\\Users\\User\\.julia\\environments\\v1.8\\Manifest.toml`\n" + " \u001b[90m [8de29b41] \u001b[39m\u001b[91m- HDMjl v0.0.11 `https://github.com/d2cml-ai/HDMjl.jl#prueba#main`\u001b[39m\n" ] }, { "name": "stderr", "output_type": "stream", "text": [ - " \u001b[90m [8de29b41] \u001b[39m\u001b[91m- HDMjl v0.0.11 `https://github.com/d2cml-ai/HDMjl.jl#main`\u001b[39m\n", - "┌ Info: We haven't cleaned this depot up for a bit, running Pkg.gc()...\n", - "└ @ Pkg C:\\buildbot\\worker\\package_win64\\build\\usr\\share\\julia\\stdlib\\v1.8\\Pkg\\src\\Pkg.jl:719\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\u001b[32m\u001b[1m Active\u001b[22m\u001b[39m manifest files: 2 found" + "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `C:\\Users\\User\\.julia\\environments\\v1.8\\Manifest.toml`" ] }, { @@ -63,16 +52,7 @@ "output_type": "stream", "text": [ "\n", - "\u001b[32m\u001b[1m Active\u001b[22m\u001b[39m artifact files: 99 found\n", - "\u001b[32m\u001b[1m Active\u001b[22m\u001b[39m scratchspaces: 13 found\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\u001b[32m\u001b[1m Deleted\u001b[22m\u001b[39m 234 package installations (598.311 MiB)\n", - "\u001b[32m\u001b[1m Deleted\u001b[22m\u001b[39m 4 repos (9.640 MiB)\n" + " \u001b[90m [8de29b41] \u001b[39m\u001b[91m- HDMjl v0.0.11 `https://github.com/d2cml-ai/HDMjl.jl#prueba#main`\u001b[39m\n" ] } ], @@ -157,7 +137,7 @@ }, { "cell_type": "code", - "execution_count": 1, + "execution_count": 4, "metadata": {}, "outputs": [], "source": [ @@ -170,12 +150,12 @@ "metadata": {}, "outputs": [], "source": [ - "import Pkg" + "import Pkg; using Pkg" ] }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 3, "metadata": {}, "outputs": [ { @@ -217,7 +197,7 @@ }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 6, "metadata": {}, "outputs": [], "source": [ @@ -233,13 +213,49 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ "lasso_reg = HDMjl.rlasso(X, Y, post = false);" ] }, + { + "cell_type": "code", + "execution_count": 46, + "metadata": {}, + "outputs": [ + { + "data": { + "text/plain": [ + "Dict{String, Any} with 17 entries:\n", + " \"covariates\" => 100\n", + " \"tss\" => 8466.4\n", + " \"dev\" => [8.56479; -6.50463; … ; -0.32845; -18.2301;;]\n", + " \"model\" => [0.970656 0.262456 … 1.86802 -0.460151; -0.979218 -0.022244…\n", + " \"loadings\" => [1.26761, 1.00655, 1.05993, 1.18077, 1.17881, 1.16112, 0.92…\n", + " \"sigma\" => 0.993422\n", + " \"main_tbl\" => Any[\"Intercept\" -0.0512442; \"V 1\" 4.81729; … ; \"V 99\" 0.0; …\n", + " \"lambda0\" => 36.9818\n", + " \"lambda\" => [46.8785, 37.2241, 39.198, 43.6669, 43.5945, 42.9403, 34.16…\n", + " \"intercept\" => -0.0512442\n", + " \"iter\" => 8\n", + " \"residuals\" => [-0.722921; 0.504304; … ; 0.484122; -0.34733;;]\n", + " \"rss\" => 97.7018\n", + " \"index\" => Bool[1, 1, 1, 0, 0, 0, 0, 0, 0, 0 … 0, 0, 0, 1, 0, 0, 0, …\n", + " \"beta\" => [4.81729, 4.74685, 4.97585, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0…\n", + " \"options\" => Dict{String, Any}(\"intercept\"=>true, \"post\"=>false, \"meanx\"…\n", + " \"coefficients\" => [-0.0512442, 4.81729, 4.74685, 4.97585, 0.0, 0.0, 0.0, 0.0,…" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "lasso_reg" + ] + }, { "cell_type": "code", "execution_count": 5, @@ -277,7 +293,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 50, "metadata": {}, "outputs": [], "source": [ @@ -287,7 +303,45 @@ }, { "cell_type": "code", - "execution_count": 696, + "execution_count": 233, + "metadata": {}, + "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `C:\\Users\\User\\.julia\\environments\\v1.8\\Project.toml`\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " \u001b[90m [8de29b41] \u001b[39m\u001b[91m- HDMjl v0.0.11 `E:/causal_ml/hdm_paper/prueba/HDMjl.jl`\u001b[39m\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `C:\\Users\\User\\.julia\\environments\\v1.8\\Manifest.toml`\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " \u001b[90m [8de29b41] \u001b[39m\u001b[91m- HDMjl v0.0.11 `E:/causal_ml/hdm_paper/prueba/HDMjl.jl`\u001b[39m\n" + ] + } + ], + "source": [ + "Pkg.rm(\"HDMjl\")" + ] + }, + { + "cell_type": "code", + "execution_count": 335, "metadata": {}, "outputs": [ { @@ -313,7 +367,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 336, "metadata": {}, "outputs": [], "source": [ @@ -327,7 +381,7 @@ }, { "cell_type": "code", - "execution_count": 8, + "execution_count": 337, "metadata": {}, "outputs": [ { @@ -363,7 +417,7 @@ }, { "cell_type": "code", - "execution_count": 9, + "execution_count": 338, "metadata": {}, "outputs": [], "source": [ @@ -375,7 +429,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 339, "metadata": {}, "outputs": [ { @@ -411,7 +465,7 @@ }, { "cell_type": "code", - "execution_count": 11, + "execution_count": 340, "metadata": {}, "outputs": [ { @@ -445,13 +499,13 @@ "rY = rY_1[\"residuals\"]\n", "rD_1 = HDMjl.rlasso(hcat(ones(length(y)), Matrix(dta[:,3:end])), d);\n", "rD = rD_1[\"residuals\"]\n", - "partial_fit_postlasso = lm(hcat(ones(length(y)), rD), rY)\n", + "partial_fit_postlasso = lm(hcat(ones(length(y)), rD), vec(rY))\n", "DataFrame(Estimate = coef(partial_fit_postlasso)[2], Std_Error = stderror(partial_fit_postlasso)[2])" ] }, { "cell_type": "code", - "execution_count": 13, + "execution_count": 345, "metadata": {}, "outputs": [ { @@ -459,9 +513,9 @@ "output_type": "stream", "text": [ "Estimates and significance testing of the effect of target variables\n", - " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", "\n", - " 1 0.972739 0.0136868 71.0715 0.0\n", + " 1 0.97274 0.01369 71.05478 0.0 ***\n", "---\n", "Signif. codes:\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" @@ -475,28 +529,7 @@ }, { "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Coefficients:\n", - "\n", - " \u001b[1m 1 \u001b[0m\n", - "\n", - " 0.973\n" - ] - } - ], - "source": [ - "HDMjl.r_print(Eff)" - ] - }, - { - "cell_type": "code", - "execution_count": 16, + "execution_count": 60, "metadata": {}, "outputs": [ { @@ -543,7 +576,7 @@ }, { "cell_type": "code", - "execution_count": 1170, + "execution_count": 193, "metadata": {}, "outputs": [ { @@ -569,7 +602,7 @@ }, { "cell_type": "code", - "execution_count": 357, + "execution_count": 194, "metadata": {}, "outputs": [], "source": [ @@ -584,7 +617,7 @@ }, { "cell_type": "code", - "execution_count": 358, + "execution_count": 195, "metadata": {}, "outputs": [], "source": [ @@ -593,7 +626,7 @@ }, { "cell_type": "code", - "execution_count": 360, + "execution_count": 196, "metadata": {}, "outputs": [ { @@ -614,7 +647,14 @@ }, { "cell_type": "code", - "execution_count": 1180, + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 188, "metadata": {}, "outputs": [ { @@ -622,12 +662,111 @@ "output_type": "stream", "text": [ "Estimates and significance testing of the effect of target variables\n", - " \u001b[1m \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + " \u001b[1m \u001b[0m \u001b[1m \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", "\n", - " \u001b[1m X1 \u001b[0m 2.94448 0.0881468 33.4043 1.1892e-244\n", - " \u001b[1m X2 \u001b[0m 3.04127 0.083891 36.2527 9.0141e-288\n", - " \u001b[1m X3 \u001b[0m 2.9754 0.0780394 38.127 4.58085e-318\n", - " \u001b[1m X50 \u001b[0m 0.0719553 0.0776455 0.926716 0.354074\n", + " \u001b[1m X1 \u001b[0m 2.94448 2.94448 0.08815 33.40306 0.0 ***\n", + " \u001b[1m X2 \u001b[0m 3.04127 3.04127 0.08389 36.25307 0.0 ***\n", + " \u001b[1m X3 \u001b[0m 2.9754 2.9754 0.07804 38.1266 0.0 ***\n", + " \u001b[1m X50 \u001b[0m 0.0719553 0.07196 0.07765 0.92672 0.35407\n", + "---\n", + "Signif. codes:\n", + "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" + ] + } + ], + "source": [ + "object = lasso_effects\n", + "k = length(object.coefficients)\n", + "table = zeros(k, 4)\n", + "table[:, 1] .= round.(object.coefficients, digits = 5)\n", + "table[:, 2] .= round.(object.se, digits = 5)\n", + "table[:, 3] .= round.(table[:, 1]./table[:, 2], digits = 5)\n", + "table[:, 4] .= round.(2 * cdf(Normal(), -abs.(table[:, 3])), digits = 5)\n", + "table1 = DataFrame(hcat([\"X$y\" for y = object.index], table), :auto)\n", + "table1 = rename(table1, [\"index\", \"Estimate.\", \"Std. Error\", \"t value\", \"Pr(>|t|)\"])\n", + "table2 = string.(copy(table))\n", + "a = table2[:, 4];\n", + "b = string.(zeros(length(a)))\n", + "b[parse.(Float64, a) .>= 0 .&& parse.(Float64, a).< 0.001] .= a[parse.(Float64, a) .>= 0 .&& parse.(Float64, a).< 0.001] .* \" ***\"\n", + "b[parse.(Float64, a) .>= 0.001 .&& parse.(Float64, a).< 0.01] .= a[parse.(Float64, a) .>= 0.001 .&& parse.(Float64, a).< 0.01] .* \" **\"\n", + "b[parse.(Float64, a) .>= 0.01 .&& parse.(Float64, a).< 0.05] .= a[parse.(Float64, a) .>= 0.01 .&& parse.(Float64, a).< 0.05] .* \" *\"\n", + "b[parse.(Float64, a) .>= 0.05 .&& parse.(Float64, a).< 0.1] .= a[parse.(Float64, a) .>= 0.05 .&& parse.(Float64, a).< 0.1] .* \" .\"\n", + "b[parse.(Float64, a) .>= 0.1 .&& parse.(Float64, a).< 1] .= a[parse.(Float64, a) .>= 0.1 .&& parse.(Float64, a).< 1] .* \" \"\n", + "b = vec(b)\n", + "table2[:, 4] .= b\n", + "table2 = DataFrame(hcat(object.coefficients[:,1], table2), :auto)\n", + "table2 = rename(table2, [\" \", \"coeff.\", \"se.\", \"t-value\", \"p-value\"])\n", + "print(\"Estimates and significance testing of the effect of target variables\", \n", + " \"\\n\")\n", + "pretty_table(table2, show_row_number = false, header = [\" \",\"Estimate.\", \"Std. Error\", \"t value\", \"Pr(>|t|)\"], tf = tf_borderless, row_names = [\"X$y\" for y = object.index])\n", + "print(\"---\", \"\\n\", \"Signif. codes:\",\"\\n\", \"0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\")\n", + "print(\"\\n\")" + ] + }, + { + "cell_type": "code", + "execution_count": 192, + "metadata": {}, + "outputs": [ + { + "data": { + "text/html": [ + "

4 rows × 5 columns

indexEstimate.Std. Errort valuePr(>|t|)
AnyAnyAnyAnyAny
1X12.944480.0881533.40310.0
2X23.041270.0838936.25310.0
3X32.97540.0780438.12660.0
4X500.071960.077650.926720.35407
" + ], + "text/latex": [ + "\\begin{tabular}{r|ccccc}\n", + "\t& index & Estimate. & Std. Error & t value & Pr(>|t|)\\\\\n", + "\t\\hline\n", + "\t& Any & Any & Any & Any & Any\\\\\n", + "\t\\hline\n", + "\t1 & X1 & 2.94448 & 0.08815 & 33.4031 & 0.0 \\\\\n", + "\t2 & X2 & 3.04127 & 0.08389 & 36.2531 & 0.0 \\\\\n", + "\t3 & X3 & 2.9754 & 0.07804 & 38.1266 & 0.0 \\\\\n", + "\t4 & X50 & 0.07196 & 0.07765 & 0.92672 & 0.35407 \\\\\n", + "\\end{tabular}\n" + ], + "text/plain": [ + "\u001b[1m4×5 DataFrame\u001b[0m\n", + "\u001b[1m Row \u001b[0m│\u001b[1m index \u001b[0m\u001b[1m Estimate. \u001b[0m\u001b[1m Std. Error \u001b[0m\u001b[1m t value \u001b[0m\u001b[1m Pr(>|t|) \u001b[0m\n", + "\u001b[1m \u001b[0m│\u001b[90m Any \u001b[0m\u001b[90m Any \u001b[0m\u001b[90m Any \u001b[0m\u001b[90m Any \u001b[0m\u001b[90m Any \u001b[0m\n", + "─────┼─────────────────────────────────────────────────\n", + " 1 │ X1 2.94448 0.08815 33.4031 0.0\n", + " 2 │ X2 3.04127 0.08389 36.2531 0.0\n", + " 3 │ X3 2.9754 0.07804 38.1266 0.0\n", + " 4 │ X50 0.07196 0.07765 0.92672 0.35407" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "table1" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": {}, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 197, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimates and significance testing of the effect of target variables\n", + " \u001b[1m \u001b[0m \u001b[1m \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + "\n", + " \u001b[1m X1 \u001b[0m 2.94448 2.94448 0.08815 33.40306 0.0 ***\n", + " \u001b[1m X2 \u001b[0m 3.04127 3.04127 0.08389 36.25307 0.0 ***\n", + " \u001b[1m X3 \u001b[0m 2.9754 2.9754 0.07804 38.1266 0.0 ***\n", + " \u001b[1m X50 \u001b[0m 0.0719553 0.07196 0.07765 0.92672 0.35407\n", "---\n", "Signif. codes:\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" @@ -948,27 +1087,6 @@ "ls_effect = DataFrame(Estimate = β, stderror = se);" ] }, - { - "cell_type": "code", - "execution_count": 176, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 165, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 177, - "metadata": {}, - "outputs": [], - "source": [] - }, { "cell_type": "code", "execution_count": 180, @@ -1111,7 +1229,7 @@ }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -1120,7 +1238,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 198, "metadata": {}, "outputs": [ { @@ -1146,7 +1264,7 @@ }, { "cell_type": "code", - "execution_count": 29, + "execution_count": 199, "metadata": {}, "outputs": [ { @@ -1180,7 +1298,7 @@ }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 200, "metadata": {}, "outputs": [], "source": [ @@ -1189,7 +1307,7 @@ }, { "cell_type": "code", - "execution_count": 33, + "execution_count": 201, "metadata": {}, "outputs": [ { @@ -1210,7 +1328,7 @@ }, { "cell_type": "code", - "execution_count": 35, + "execution_count": 202, "metadata": {}, "outputs": [ { @@ -1218,9 +1336,9 @@ "output_type": "stream", "text": [ "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", - " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", + " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", "\n", - " d1 0.845027 0.269926 3.13059 0.00174458\n", + " d1 0.84503 0.26993 3.13055 0.00174 **\n", "---\n", "Signif. codes:\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" @@ -1706,104 +1824,240 @@ }, { "cell_type": "code", - "execution_count": 26, + "execution_count": 71, "metadata": {}, "outputs": [ + { + "name": "stderr", + "output_type": "stream", + "text": [ + "WARNING: replacing module HDMjl.\n" + ] + }, { "data": { "text/plain": [ - "Dict{String, Any} with 5 entries:\n", - " \"se\" => 1930.68\n", - " \"individual\" => [-30618.3, -57537.6, -71442.9, 21383.3, -2.32925e5, 3.40765e…\n", - " \"sample_size\" => 9915\n", - " \"te\" => 10180.1\n", - " \"type\" => \"ATE\"" + "Main.HDMjl" ] }, "metadata": {}, "output_type": "display_data" } ], + "source": [ + "include(\"E:/causal_ml/hdm_paper/prueba/HDMjl.jl/src/HDMjl.jl\")" + ] + }, + { + "cell_type": "code", + "execution_count": 73, + "metadata": {}, + "outputs": [], "source": [ "url = \"https://github.com/cran/hdm/raw/master/data/pension.rda\";\n", "pension = load(download(url))[\"pension\"];\n", "y = pension[:, \"tw\"];\n", "d = pension[:, \"p401\"];\n", "z = pension[:, \"e401\"];\n", - "X = Matrix(pension[:, [\"i2\", \"i3\", \"i4\", \"i5\", \"i6\", \"i7\", \"a2\", \"a3\", \"a4\", \"a5\", \"fsize\", \"hs\", \"smcol\", \"col\", \"marr\", \"twoearn\", \"db\", \"pira\", \"hown\"]]);\n", - "rlassoATE(X, d, y)" + "X = Matrix(pension[:, [\"i2\", \"i3\", \"i4\", \"i5\", \"i6\", \"i7\", \"a2\", \"a3\", \"a4\", \"a5\", \"fsize\", \"hs\", \"smcol\", \"col\", \"marr\", \"twoearn\", \"db\", \"pira\", \"hown\"]]);" ] }, { "cell_type": "code", - "execution_count": 51, + "execution_count": 93, "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "Dict{String, Any} with 5 entries:\n", - " \"se\" => 2944.43\n", - " \"individual\" => [-21536.4, -52877.2, -1.44867e5, -2739.29, -307741.0, 7.3912…\n", - " \"sample_size\" => 9915\n", - " \"te\" => 12628.5\n", - " \"type\" => \"ATET\"" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " ------\n", + " Post-Lasso estimation: true\n", + " Intercept: true\n", + " Control: 0\n", + " Total number of variables: 19\n", + " Number of selected variables: 9 \n", + " ------\n", + " \n", + " \n", + "============ ============\n", + " \u001b[1m Variable \u001b[0m \u001b[1m Estimate \u001b[0m\n", + "============ ============\n", + " Intercept -2.07033\n", + " V 1 -0.237913\n", + " V 3 0.618819\n", + " V 4 0.846136\n", + " V 5 1.10569\n", + " V 6 1.34217\n", + " V 10 -0.33151\n", + " V 16 0.0382348\n", + " V 17 0.620232\n", + " V 18 0.335563\n", + "============ ============\n", + "rlassologit\n", + " Estimation and significance tesing of the treatment effect\n", + " Type: ATE\n", + " Bootstrap: none\n", + " \n", + "========== ========= ==========\n", + " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", + "========== ========= ==========\n", + " 10180.1 1930.68 5.2728\n", + "========== ========= ==========\n" + ] } ], "source": [ - "rlassoATET(X, d, y)" + "pension_ate = HDMjl.rlassoATE(X, d, y);\n", + "HDMjl.r_summary(pension_ate);" ] }, { "cell_type": "code", - "execution_count": 52, + "execution_count": 91, "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "Dict{String, Any} with 5 entries:\n", - " \"se\" => 2326.9\n", - " \"individual\" => [-50526.8, -1.39158e5, -1.37102e5, 38508.0, -6.5644e5, 7.943…\n", - " \"sample_size\" => 9915\n", - " \"te\" => 12992.1\n", - " \"type\" => \"LATE\"" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " ------\n", + " Post-Lasso estimation: true\n", + " Intercept: true\n", + " Control: 0\n", + " Total number of variables: 19\n", + " Number of selected variables: 6 \n", + " ------\n", + " \n", + " \n", + "============ ============\n", + " \u001b[1m Variable \u001b[0m \u001b[1m Estimate \u001b[0m\n", + "============ ============\n", + " Intercept -1.79587\n", + " V 1 -0.608675\n", + " V 5 0.622942\n", + " V 6 0.839653\n", + " V 16 0.199394\n", + " V 17 0.643286\n", + " V 18 0.374925\n", + "============ ============\n", + "rlassologit\n", + " Estimation and significance tesing of the treatment effect\n", + " Type: ATET\n", + " Bootstrap: none\n", + " \n", + "========== ========= ==========\n", + " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", + "========== ========= ==========\n", + " 12628.5 2944.43 4.28893\n", + "========== ========= ==========\n" + ] } ], "source": [ - "rlassoLATE(X, d, y, z)" + "pension_atet = HDMjl.rlassoATET(X, d, y);\n", + "HDMjl.r_summary(pension_atet);" ] }, { "cell_type": "code", - "execution_count": 53, + "execution_count": 89, "metadata": {}, "outputs": [ { - "data": { - "text/plain": [ - "Dict{String, Any} with 5 entries:\n", - " \"se\" => 3645.28\n", - " \"individual\" => [-35580.5, -90558.0, -1.83628e5, -5303.13, -8.0766e5, 1.8866…\n", - " \"sample_size\" => 9915\n", - " \"te\" => 15323.2\n", - " \"type\" => \"LATET\"" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " ------\n", + " Post-Lasso estimation: true\n", + " Intercept: true\n", + " Control: 0\n", + " Total number of variables: 19\n", + " Number of selected variables: 10 \n", + " ------\n", + " \n", + " \n", + "============ ============\n", + " \u001b[1m Variable \u001b[0m \u001b[1m Estimate \u001b[0m\n", + "============ ============\n", + " Intercept -1.58403\n", + " V 1 -0.329602\n", + " V 3 0.657641\n", + " V 4 0.836492\n", + " V 5 1.11528\n", + " V 6 1.21348\n", + " V 8 0.142622\n", + " V 10 -0.299557\n", + " V 16 0.0516196\n", + " V 17 1.03219\n", + " V 18 0.135758\n", + "============ ============\n", + "rlassologit\n", + " Estimation and significance tesing of the treatment effect\n", + " Type: LATE\n", + " Bootstrap: none\n", + " \n", + "========== ======== ==========\n", + " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", + "========== ======== ==========\n", + " 12992.1 2326.9 5.58344\n", + "========== ======== ==========\n" + ] + } + ], + "source": [ + "pension_late = HDMjl.rlassoLATE(X, d, y, z);\n", + "HDMjl.r_summary(pension_late);" + ] + }, + { + "cell_type": "code", + "execution_count": 92, + "metadata": {}, + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + " ------\n", + " Post-Lasso estimation: true\n", + " Intercept: true\n", + " Control: 0\n", + " Total number of variables: 19\n", + " Number of selected variables: 5 \n", + " ------\n", + " \n", + " \n", + "============ ============\n", + " \u001b[1m Variable \u001b[0m \u001b[1m Estimate \u001b[0m\n", + "============ ============\n", + " Intercept -1.25636\n", + " V 1 -0.714199\n", + " V 5 0.677564\n", + " V 6 0.794049\n", + " V 16 0.212127\n", + " V 17 1.05388\n", + "============ ============\n", + "rlassologit\n", + " Estimation and significance tesing of the treatment effect\n", + " Type: LATET\n", + " Bootstrap: none\n", + " \n", + "========== ========= ==========\n", + " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", + "========== ========= ==========\n", + " 15323.2 3645.28 4.20357\n", + "========== ========= ==========\n" + ] } ], "source": [ - "rlassoLATET(X, d, y, z)" + "pension_latet = HDMjl.rlassoLATET(X, d, y, z);\n", + "HDMjl.r_summary(pension_latet);" ] }, { diff --git a/tutorial/python.ipynb b/tutorial/python.ipynb deleted file mode 100644 index 711df80..0000000 --- a/tutorial/python.ipynb +++ /dev/null @@ -1,338 +0,0 @@ -{ - "cells": [ - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "# Import packages\n", - "import pandas as pd\n", - "import numpy as np\n", - "import pyreadr\n", - "import os\n", - "from urllib.request import urlopen\n", - "from sklearn import preprocessing\n", - "import patsy\n", - "\n", - "from numpy import loadtxt\n", - "from keras.models import Sequential\n", - "from keras.layers import Dense\n", - "\n", - "import hdmpy\n", - "import numpy as np\n", - "import random\n", - "import statsmodels.api as sm\n", - "import matplotlib.pyplot as plt\n", - "import numpy as np\n", - "from matplotlib import colors\n", - "from sklearn.tree import DecisionTreeRegressor\n", - "from sklearn.ensemble import RandomForestRegressor\n", - "from sklearn.ensemble import GradientBoostingRegressor\n", - "from sklearn.linear_model import LassoCV\n", - "from sklearn.preprocessing import StandardScaler\n", - "from sklearn.linear_model import RidgeCV, ElasticNetCV\n", - "from sklearn.linear_model import LinearRegression\n", - "from sklearn import linear_model\n", - "import itertools\n", - "from pandas.api.types import is_string_dtype\n", - "from pandas.api.types import is_numeric_dtype\n", - "from pandas.api.types import is_categorical_dtype\n", - "from itertools import compress\n", - "import statsmodels.api as sm\n", - "import statsmodels.formula.api as smf\n", - "from sklearn.feature_selection import SelectFromModel\n", - "from statsmodels.tools import add_constant\n", - "from sklearn.linear_model import ElasticNet\n", - "import hdmpy\n", - "from scipy.stats import chi2\n", - "from sklearn.model_selection import KFold\n", - "import warnings\n", - "warnings.filterwarnings('ignore')\n", - "\n", - "from linearmodels.iv import IV2SLS\n", - "\n", - "import numpy as np\n", - "from statsmodels.api import add_constant\n", - "from linearmodels.datasets import mroz" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(29217, 23)" - ] - }, - "execution_count": 4, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "link=\"https://github.com/cran/hdm/raw/master/data/cps2012.rda\"\n", - "response = urlopen(link)\n", - "content = response.read()\n", - "fhandle = open( 'cps2012.Rdata', 'wb')\n", - "fhandle.write(content)\n", - "fhandle.close()\n", - "result = pyreadr.read_r(\"cps2012.Rdata\")\n", - "os.remove(\"cps2012.Rdata\")\n", - "\n", - "# Extracting the data frame from rdata_read\n", - "cps2012 = result[ 'cps2012' ]\n", - "cps2012.shape" - ] - }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "x_formula = \" lnw ~ -1 +(widowed + divorced + separated + nevermarried + hsd08 + hsd911 + hsg + cg + ad + mw + so + we + exp1 + exp2 + exp3)**2\"\n", - "\n", - "y_model, x_dframe = patsy.dmatrices( x_formula, cps2012 , return_type='matrix')\n", - "\n", - "x = np.asarray( x_dframe , dtype = np.float64)" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [], - "source": [ - "y_model, x_dframe2 = patsy.dmatrices( x_formula, cps2012 , return_type='dataframe')" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Index(['widowed', 'divorced', 'separated', 'nevermarried', 'hsd08', 'hsd911',\n", - " 'hsg', 'cg', 'ad', 'mw',\n", - " ...\n", - " 'so:we', 'so:exp1', 'so:exp2', 'so:exp3', 'we:exp1', 'we:exp2',\n", - " 'we:exp3', 'exp1:exp2', 'exp1:exp3', 'exp2:exp3'],\n", - " dtype='object', length=120)" - ] - }, - "execution_count": 24, - "metadata": {}, - "output_type": "execute_result" - } - ], - "source": [ - "x_dframe2.columns" - ] - }, - { - "cell_type": "code", - "execution_count": 31, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "widowed\n", - "divorced\n", - "separated\n", - "nevermarried\n", - "hsd08\n", - "hsd911\n", - "hsg\n", - "cg\n", - "ad\n", - "mw\n", - "so\n", - "we\n", - "exp1\n", - "exp2\n", - "exp3\n", - "widowed:divorced\n", - "widowed:separated\n", - "widowed:nevermarried\n", - "widowed:hsd08\n", - "widowed:hsd911\n", - "widowed:hsg\n", - "widowed:cg\n", - "widowed:ad\n", - "widowed:mw\n", - "widowed:so\n", - "widowed:we\n", - "widowed:exp1\n", - "widowed:exp2\n", - "widowed:exp3\n", - "divorced:separated\n", - "divorced:nevermarried\n", - "divorced:hsd08\n", - "divorced:hsd911\n", - "divorced:hsg\n", - "divorced:cg\n", - "divorced:ad\n", - "divorced:mw\n", - "divorced:so\n", - "divorced:we\n", - "divorced:exp1\n", - "divorced:exp2\n", - "divorced:exp3\n", - "separated:nevermarried\n", - "separated:hsd08\n", - "separated:hsd911\n", - "separated:hsg\n", - "separated:cg\n", - "separated:ad\n", - "separated:mw\n", - "separated:so\n", - "separated:we\n", - "separated:exp1\n", - "separated:exp2\n", - "separated:exp3\n", - "nevermarried:hsd08\n", - "nevermarried:hsd911\n", - "nevermarried:hsg\n", - "nevermarried:cg\n", - "nevermarried:ad\n", - "nevermarried:mw\n", - "nevermarried:so\n", - "nevermarried:we\n", - "nevermarried:exp1\n", - "nevermarried:exp2\n", - "nevermarried:exp3\n", - "hsd08:hsd911\n", - "hsd08:hsg\n", - "hsd08:cg\n", - "hsd08:ad\n", - "hsd08:mw\n", - "hsd08:so\n", - "hsd08:we\n", - "hsd08:exp1\n", - "hsd08:exp2\n", - "hsd08:exp3\n", - "hsd911:hsg\n", - "hsd911:cg\n", - "hsd911:ad\n", - "hsd911:mw\n", - "hsd911:so\n", - "hsd911:we\n", - "hsd911:exp1\n", - "hsd911:exp2\n", - "hsd911:exp3\n", - "hsg:cg\n", - "hsg:ad\n", - "hsg:mw\n", - "hsg:so\n", - "hsg:we\n", - "hsg:exp1\n", - "hsg:exp2\n", - "hsg:exp3\n", - "cg:ad\n", - "cg:mw\n", - "cg:so\n", - "cg:we\n", - "cg:exp1\n", - "cg:exp2\n", - "cg:exp3\n", - "ad:mw\n", - "ad:so\n", - "ad:we\n", - "ad:exp1\n", - "ad:exp2\n", - "ad:exp3\n", - "mw:so\n", - "mw:we\n", - "mw:exp1\n", - "mw:exp2\n", - "mw:exp3\n", - "so:we\n", - "so:exp1\n", - "so:exp2\n", - "so:exp3\n", - "we:exp1\n", - "we:exp2\n", - "we:exp3\n", - "exp1:exp2\n", - "exp1:exp3\n", - "exp2:exp3\n" - ] - } - ], - "source": [ - "for col in x_dframe2.columns:\n", - " print(col)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Python 3.9.12 ('base')", - "language": "python", - "name": "python3" - }, - "language_info": { - "codemirror_mode": { - "name": "ipython", - "version": 3 - }, - "file_extension": ".py", - "mimetype": "text/x-python", - "name": "python", - "nbconvert_exporter": "python", - "pygments_lexer": "ipython3", - "version": "3.9.12" - }, - "orig_nbformat": 4, - "vscode": { - "interpreter": { - "hash": "f08154012ddadd8e950e6e9e035c7a7b32c136e7647e9b7c77e02eb723a8bedb" - } - } - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/tutorial/r_file.ipynb b/tutorial/r_file.ipynb index b9e7df9..6ae109e 100644 --- a/tutorial/r_file.ipynb +++ b/tutorial/r_file.ipynb @@ -28,29 +28,60 @@ "output_type": "stream", "text": [ "Warning message:\n", - "\"package 'hdm' was built under R version 4.2.1\"\n" + "\"package 'hdm' was built under R version 4.2.1\"\n", + "Warning message:\n", + "\"package 'glmnet' was built under R version 4.2.1\"\n", + "Loading required package: Matrix\n", + "\n", + "Loaded glmnet 4.1-4\n", + "\n" ] } ], "source": [ "library(hdm)\n", - "library(stats)" + "library(stats)\n", + "library(glmnet)" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3.1. Prediction in Linear Models using Approximate Sparsity" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 3.2. A Joint Significance Test for Lasso Regression." ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 28, "metadata": { "vscode": { "languageId": "r" } }, "outputs": [], - "source": [] + "source": [ + "set.seed(12345)\n", + "n = 100 #sample size\n", + "p = 100 # number of variables\n", + "s = 3 # nubmer of variables with non-zero coefficients\n", + "X = matrix(rnorm(n * p), ncol = p)\n", + "beta = c(rep(5, s), rep(0, p - s))\n", + "Y = X %*% beta + rnorm(n)\n", + "#data = data.frame(cbind(Y, X))\n", + "#write.csv(data,\"../data/3_2.csv\", row.names = FALSE)" + ] }, { "cell_type": "code", - "execution_count": 115, + "execution_count": 29, "metadata": { "vscode": { "languageId": "r" @@ -58,49 +89,72 @@ }, "outputs": [ { - "data": { - "text/html": [ - "\n", - "
  1. 90
  2. 63
\n" - ], - "text/latex": [ - "\\begin{enumerate*}\n", - "\\item 90\n", - "\\item 63\n", - "\\end{enumerate*}\n" - ], - "text/markdown": [ - "1. 90\n", - "2. 63\n", - "\n", - "\n" - ], - "text/plain": [ - "[1] 90 63" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Call:\n", + "rlasso.formula(formula = Y ~ X, post = FALSE)\n", + "\n", + "Post-Lasso Estimation: FALSE \n", + "\n", + "Total number of variables: 100\n", + "Number of selected variables: 11 \n", + "\n", + "Residuals: \n", + " Min 1Q Median 3Q Max \n", + "-2.09008 -0.45801 -0.01237 0.50291 2.25098 \n", + "\n", + " Estimate\n", + "(Intercept) 0.057\n", + "1 4.771\n", + "2 4.693\n", + "3 4.766\n", + "13 -0.045\n", + "15 -0.047\n", + "16 -0.005\n", + "19 -0.092\n", + "22 -0.027\n", + "40 -0.011\n", + "61 0.114\n", + "100 -0.025\n", + "\n", + "Residual standard error: 0.8039\n", + "Multiple R-squared: 0.9913\n", + "Adjusted R-squared: 0.9902\n", + "Joint significance test:\n", + " the sup score statistic for joint significance test is 64.02 with a p-value of 0\n" + ] } ], "source": [ - "data(GrowthData)\n", - "dim(GrowthData)\n", - "## [1] 90 63\n", - "y = GrowthData[, 1, drop = F]\n", - "d = GrowthData[, 3, drop = F]\n", - "x = as.matrix(GrowthData)[, -c(1, 2, 3)]\n", - "\n", - "# a = (rlasso(x = x, y = y)" + "lasso.reg = rlasso(Y ~ X, post = FALSE) # use lasso, not-Post-lasso\n", + "# lasso.reg = rlasso(X, Y, post=FALSE)\n", + "sum.lasso <- summary(lasso.reg, all = FALSE) # can also do print(lasso.reg, all=FALSE)" + ] + }, + { + "cell_type": "code", + "execution_count": 30, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [ + "set.seed(123)\n", + "yhat.lasso = predict(lasso.reg) #in-sample prediction\n", + "Xnew = matrix(rnorm(n * p), ncol = p) # new X\n", + "Ynew = Xnew %*% beta + rnorm(n) #new Y\n", + "yhat.lasso.new = predict(lasso.reg, newdata = Xnew) #out-of-sample prediction\n", + "# data = data.frame(cbind(Ynew, Xnew))\n", + "# write.csv(data,\"../data/3_2_2.csv\", row.names = FALSE)" ] }, { "cell_type": "code", - "execution_count": 118, + "execution_count": 31, "metadata": { "vscode": { "languageId": "r" @@ -108,56 +162,49 @@ }, "outputs": [ { - "data": { - "text/plain": [ - "\n", - "Call:\n", - "rlasso.default(x = x, y = y)\n", - "\n", - "Coefficients:\n", - "(Intercept) bmp1l freeop freetar h65 hm65 \n", - " 0.05810 -0.07557 0.00000 0.00000 0.00000 0.00000 \n", - " hf65 p65 pm65 pf65 s65 sm65 \n", - " 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 \n", - " sf65 fert65 mort65 lifee065 gpop1 fert1 \n", - " 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 \n", - " mort1 invsh41 geetot1 geerec1 gde1 govwb1 \n", - " 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 \n", - " govsh41 gvxdxe41 high65 highm65 highf65 highc65 \n", - " 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 \n", - " highcm65 highcf65 human65 humanm65 humanf65 hyr65 \n", - " 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 \n", - " hyrm65 hyrf65 no65 nom65 nof65 pinstab1 \n", - " 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 \n", - " pop65 worker65 pop1565 pop6565 sec65 secm65 \n", - " 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 \n", - " secf65 secc65 seccm65 seccf65 syr65 syrm65 \n", - " 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 \n", - " syrf65 teapri65 teasec65 ex1 im1 xr65 \n", - " 0.00000 0.00000 0.00000 0.00000 0.00000 0.00000 \n", - " tot1 \n", - " 0.00000 \n" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "\n", + "Call:\n", + "rlasso.formula(formula = Y ~ X, post = TRUE)\n", + "\n", + "(Intercept) 1 2 3 \n", + " 0.0341 4.9241 4.8579 4.9644 \n", + "\n" + ] } ], "source": [ - "rlasso(x = x, y = y)" + "post.lasso.reg = rlasso(Y ~ X, post = TRUE) #now use post-lasso\n", + "print(post.lasso.reg, all = FALSE) # or use summary(post.lasso.reg, all=FALSE)" ] }, { "cell_type": "code", - "execution_count": 117, + "execution_count": 32, "metadata": { "vscode": { "languageId": "r" } }, - "outputs": [], + "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + " lasso MAE Post-lasso MAE \n", + " 0.88 0.78 \n" + ] + } + ], "source": [ - "a = 5" + "yhat.postlasso = predict(post.lasso.reg) #in-sample prediction\n", + "yhat.postlasso.new = predict(post.lasso.reg, newdata = Xnew) #out-of-sample prediction\n", + "MAE <- apply(cbind(abs(Ynew - yhat.lasso.new), abs(Ynew - yhat.postlasso.new)), 2,\n", + "mean)\n", + "names(MAE) <- c(\"lasso MAE\", \"Post-lasso MAE\")\n", + "print(MAE, digits = 2) # MAE for Lasso and Post-Lasso" ] }, { @@ -176,7 +223,7 @@ }, { "cell_type": "code", - "execution_count": 469, + "execution_count": 8, "metadata": { "vscode": { "languageId": "r" @@ -199,7 +246,7 @@ }, { "cell_type": "code", - "execution_count": 471, + "execution_count": 9, "metadata": { "vscode": { "languageId": "r" @@ -246,7 +293,7 @@ }, { "cell_type": "code", - "execution_count": 485, + "execution_count": 10, "metadata": { "vscode": { "languageId": "r" @@ -296,7 +343,7 @@ }, { "cell_type": "code", - "execution_count": 488, + "execution_count": 11, "metadata": { "vscode": { "languageId": "r" @@ -343,47 +390,101 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 12, "metadata": { "vscode": { "languageId": "r" } }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "vscode": { - "languageId": "r" + "outputs": [ + { + "data": { + "text/html": [ + "\n", + "\n", + "\n", + "\t\n", + "\n", + "\n", + "\t\n", + "\n", + "
A matrix: 1 × 4 of type dbl
Estimate.Std. Errort valuePr(>|t|)
0.97273870.0136867771.071480
\n" + ], + "text/latex": [ + "A matrix: 1 × 4 of type dbl\n", + "\\begin{tabular}{llll}\n", + " Estimate. & Std. Error & t value & Pr(>\\textbar{}t\\textbar{})\\\\\n", + "\\hline\n", + "\t 0.9727387 & 0.01368677 & 71.07148 & 0\\\\\n", + "\\end{tabular}\n" + ], + "text/markdown": [ + "\n", + "A matrix: 1 × 4 of type dbl\n", + "\n", + "| Estimate. | Std. Error | t value | Pr(>|t|) |\n", + "|---|---|---|---|\n", + "| 0.9727387 | 0.01368677 | 71.07148 | 0 |\n", + "\n" + ], + "text/plain": [ + " Estimate. Std. Error t value Pr(>|t|)\n", + "[1,] 0.9727387 0.01368677 71.07148 0 " + ] + }, + "metadata": {}, + "output_type": "display_data" } - }, - "outputs": [], - "source": [] + ], + "source": [ + "Eff = rlassoEffect(X[, -1], y, X[, 1], method = \"partialling out\")\n", + "summary(Eff)$coef" + ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 25, "metadata": { "vscode": { "languageId": "r" } }, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "vscode": { - "languageId": "r" + "outputs": [ + { + "data": { + "text/html": [ + "
Estimate.
0.978074548374755
Std. Error
0.0141562427002124
\n" + ], + "text/latex": [ + "\\begin{description*}\n", + "\\item[Estimate.] 0.978074548374755\n", + "\\item[Std. Error] 0.0141562427002124\n", + "\\end{description*}\n" + ], + "text/markdown": [ + "Estimate.\n", + ": 0.978074548374755Std. Error\n", + ": 0.0141562427002124\n", + "\n" + ], + "text/plain": [ + " Estimate. Std. Error \n", + "0.97807455 0.01415624 " + ] + }, + "metadata": {}, + "output_type": "display_data" } - }, - "outputs": [], - "source": [] + ], + "source": [ + "Eff = rlassoEffect(X[, -1], y, X[, 1], method = \"double selection\")\n", + "summary(Eff)$coef[, 1:2]" + ] }, { "cell_type": "markdown", @@ -394,7 +495,7 @@ }, { "cell_type": "code", - "execution_count": 496, + "execution_count": 26, "metadata": { "vscode": { "languageId": "r" @@ -419,7 +520,7 @@ }, { "cell_type": "code", - "execution_count": 497, + "execution_count": 27, "metadata": { "vscode": { "languageId": "r" @@ -450,7 +551,7 @@ }, { "cell_type": "code", - "execution_count": 499, + "execution_count": 28, "metadata": { "vscode": { "languageId": "r" @@ -481,7 +582,7 @@ }, { "cell_type": "code", - "execution_count": 500, + "execution_count": 29, "metadata": { "vscode": { "languageId": "r" @@ -545,7 +646,7 @@ }, { "cell_type": "code", - "execution_count": 501, + "execution_count": 31, "metadata": { "vscode": { "languageId": "r" @@ -561,10 +662,10 @@ "\t2.5 %97.5 %\n", "\n", "\n", - "\tX1 2.72794773.1610075\n", - "\tX2 2.83712143.2454278\n", - "\tX3 2.78331763.1674903\n", - "\tX50-0.11545090.2593615\n", + "\tX1 2.73579493.1531603\n", + "\tX2 2.84452003.2380291\n", + "\tX3 2.79027893.1605290\n", + "\tX50-0.10865920.2525698\n", "\n", "\n" ], @@ -573,10 +674,10 @@ "\\begin{tabular}{r|ll}\n", " & 2.5 \\% & 97.5 \\%\\\\\n", "\\hline\n", - "\tX1 & 2.7279477 & 3.1610075\\\\\n", - "\tX2 & 2.8371214 & 3.2454278\\\\\n", - "\tX3 & 2.7833176 & 3.1674903\\\\\n", - "\tX50 & -0.1154509 & 0.2593615\\\\\n", + "\tX1 & 2.7357949 & 3.1531603\\\\\n", + "\tX2 & 2.8445200 & 3.2380291\\\\\n", + "\tX3 & 2.7902789 & 3.1605290\\\\\n", + "\tX50 & -0.1086592 & 0.2525698\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ @@ -585,18 +686,18 @@ "\n", "| | 2.5 % | 97.5 % |\n", "|---|---|---|\n", - "| X1 | 2.7279477 | 3.1610075 |\n", - "| X2 | 2.8371214 | 3.2454278 |\n", - "| X3 | 2.7833176 | 3.1674903 |\n", - "| X50 | -0.1154509 | 0.2593615 |\n", + "| X1 | 2.7357949 | 3.1531603 |\n", + "| X2 | 2.8445200 | 3.2380291 |\n", + "| X3 | 2.7902789 | 3.1605290 |\n", + "| X50 | -0.1086592 | 0.2525698 |\n", "\n" ], "text/plain": [ " 2.5 % 97.5 % \n", - "X1 2.7279477 3.1610075\n", - "X2 2.8371214 3.2454278\n", - "X3 2.7833176 3.1674903\n", - "X50 -0.1154509 0.2593615" + "X1 2.7357949 3.1531603\n", + "X2 2.8445200 3.2380291\n", + "X3 2.7902789 3.1605290\n", + "X50 -0.1086592 0.2525698" ] }, "metadata": {}, @@ -616,7 +717,7 @@ }, { "cell_type": "code", - "execution_count": 311, + "execution_count": 50, "metadata": { "vscode": { "languageId": "r" @@ -690,16 +791,17 @@ "divorced + separated + nevermarried + hsd08 + hsd911 + hsg + cg + ad + mw + so +\n", "we + exp1 + exp2 + exp3)^2, data = cps2012)\n", "dim(X)\n", + "## [1] 29217 136\n", "X <- X[, which(apply(X, 2, var) != 0)] # exclude all constant variables\n", "dim(X)\n", - "index.gender <- grep(\"female\", colnames(X))\n", + "## [1] 29217 116\n", "index.gender <- grep(\"female\", colnames(X))\n", "y <- cps2012$lnw" ] }, { "cell_type": "code", - "execution_count": 319, + "execution_count": 51, "metadata": { "vscode": { "languageId": "r" @@ -743,7 +845,7 @@ }, { "cell_type": "code", - "execution_count": 320, + "execution_count": 52, "metadata": { "vscode": { "languageId": "r" @@ -759,22 +861,22 @@ "\t2.5 %97.5 %\n", "\n", "\n", - "\tfemale-0.29392716-0.01591940\n", - "\tfemale:widowed-0.13309530 0.40528626\n", - "\tfemale:divorced 0.07492960 0.19894917\n", - "\tfemale:separated-0.11641774 0.16302326\n", - "\tfemale:nevermarried 0.12938077 0.24432620\n", - "\tfemale:hsd08-0.37364347 0.42926409\n", - "\tfemale:hsd911-0.26870533 0.03003525\n", - "\tfemale:hsg-0.06502795 0.03924839\n", - "\tfemale:cg-0.04157113 0.06184824\n", - "\tfemale:ad-0.09569738 0.03476989\n", - "\tfemale:mw-0.05459343 0.05246655\n", - "\tfemale:so-0.06260432 0.04623763\n", - "\tfemale:we-0.06549766 0.05704541\n", - "\tfemale:exp1-0.01644965 0.02632017\n", - "\tfemale:exp2-0.28387860-0.03516005\n", - "\tfemale:exp3 0.01689389 0.06000727\n", + "\tfemale-0.29478224-0.01506433\n", + "\tfemale:widowed-0.13475121 0.40694218\n", + "\tfemale:divorced 0.07454815 0.19933062\n", + "\tfemale:separated-0.11727723 0.16388275\n", + "\tfemale:nevermarried 0.12902723 0.24467974\n", + "\tfemale:hsd08-0.37611300 0.43173362\n", + "\tfemale:hsd911-0.26962418 0.03095410\n", + "\tfemale:hsg-0.06534868 0.03956912\n", + "\tfemale:cg-0.04188922 0.06216633\n", + "\tfemale:ad-0.09609866 0.03517117\n", + "\tfemale:mw-0.05492271 0.05279584\n", + "\tfemale:so-0.06293909 0.04657240\n", + "\tfemale:we-0.06587457 0.05742232\n", + "\tfemale:exp1-0.01658120 0.02645172\n", + "\tfemale:exp2-0.28464359-0.03439506\n", + "\tfemale:exp3 0.01676128 0.06013987\n", "\n", "\n" ], @@ -783,22 +885,22 @@ "\\begin{tabular}{r|ll}\n", " & 2.5 \\% & 97.5 \\%\\\\\n", "\\hline\n", - "\tfemale & -0.29392716 & -0.01591940\\\\\n", - "\tfemale:widowed & -0.13309530 & 0.40528626\\\\\n", - "\tfemale:divorced & 0.07492960 & 0.19894917\\\\\n", - "\tfemale:separated & -0.11641774 & 0.16302326\\\\\n", - "\tfemale:nevermarried & 0.12938077 & 0.24432620\\\\\n", - "\tfemale:hsd08 & -0.37364347 & 0.42926409\\\\\n", - "\tfemale:hsd911 & -0.26870533 & 0.03003525\\\\\n", - "\tfemale:hsg & -0.06502795 & 0.03924839\\\\\n", - "\tfemale:cg & -0.04157113 & 0.06184824\\\\\n", - "\tfemale:ad & -0.09569738 & 0.03476989\\\\\n", - "\tfemale:mw & -0.05459343 & 0.05246655\\\\\n", - "\tfemale:so & -0.06260432 & 0.04623763\\\\\n", - "\tfemale:we & -0.06549766 & 0.05704541\\\\\n", - "\tfemale:exp1 & -0.01644965 & 0.02632017\\\\\n", - "\tfemale:exp2 & -0.28387860 & -0.03516005\\\\\n", - "\tfemale:exp3 & 0.01689389 & 0.06000727\\\\\n", + "\tfemale & -0.29478224 & -0.01506433\\\\\n", + "\tfemale:widowed & -0.13475121 & 0.40694218\\\\\n", + "\tfemale:divorced & 0.07454815 & 0.19933062\\\\\n", + "\tfemale:separated & -0.11727723 & 0.16388275\\\\\n", + "\tfemale:nevermarried & 0.12902723 & 0.24467974\\\\\n", + "\tfemale:hsd08 & -0.37611300 & 0.43173362\\\\\n", + "\tfemale:hsd911 & -0.26962418 & 0.03095410\\\\\n", + "\tfemale:hsg & -0.06534868 & 0.03956912\\\\\n", + "\tfemale:cg & -0.04188922 & 0.06216633\\\\\n", + "\tfemale:ad & -0.09609866 & 0.03517117\\\\\n", + "\tfemale:mw & -0.05492271 & 0.05279584\\\\\n", + "\tfemale:so & -0.06293909 & 0.04657240\\\\\n", + "\tfemale:we & -0.06587457 & 0.05742232\\\\\n", + "\tfemale:exp1 & -0.01658120 & 0.02645172\\\\\n", + "\tfemale:exp2 & -0.28464359 & -0.03439506\\\\\n", + "\tfemale:exp3 & 0.01676128 & 0.06013987\\\\\n", "\\end{tabular}\n" ], "text/markdown": [ @@ -807,42 +909,42 @@ "\n", "| | 2.5 % | 97.5 % |\n", "|---|---|---|\n", - "| female | -0.29392716 | -0.01591940 |\n", - "| female:widowed | -0.13309530 | 0.40528626 |\n", - "| female:divorced | 0.07492960 | 0.19894917 |\n", - "| female:separated | -0.11641774 | 0.16302326 |\n", - "| female:nevermarried | 0.12938077 | 0.24432620 |\n", - "| female:hsd08 | -0.37364347 | 0.42926409 |\n", - "| female:hsd911 | -0.26870533 | 0.03003525 |\n", - "| female:hsg | -0.06502795 | 0.03924839 |\n", - "| female:cg | -0.04157113 | 0.06184824 |\n", - "| female:ad | -0.09569738 | 0.03476989 |\n", - "| female:mw | -0.05459343 | 0.05246655 |\n", - "| female:so | -0.06260432 | 0.04623763 |\n", - "| female:we | -0.06549766 | 0.05704541 |\n", - "| female:exp1 | -0.01644965 | 0.02632017 |\n", - "| female:exp2 | -0.28387860 | -0.03516005 |\n", - "| female:exp3 | 0.01689389 | 0.06000727 |\n", + "| female | -0.29478224 | -0.01506433 |\n", + "| female:widowed | -0.13475121 | 0.40694218 |\n", + "| female:divorced | 0.07454815 | 0.19933062 |\n", + "| female:separated | -0.11727723 | 0.16388275 |\n", + "| female:nevermarried | 0.12902723 | 0.24467974 |\n", + "| female:hsd08 | -0.37611300 | 0.43173362 |\n", + "| female:hsd911 | -0.26962418 | 0.03095410 |\n", + "| female:hsg | -0.06534868 | 0.03956912 |\n", + "| female:cg | -0.04188922 | 0.06216633 |\n", + "| female:ad | -0.09609866 | 0.03517117 |\n", + "| female:mw | -0.05492271 | 0.05279584 |\n", + "| female:so | -0.06293909 | 0.04657240 |\n", + "| female:we | -0.06587457 | 0.05742232 |\n", + "| female:exp1 | -0.01658120 | 0.02645172 |\n", + "| female:exp2 | -0.28464359 | -0.03439506 |\n", + "| female:exp3 | 0.01676128 | 0.06013987 |\n", "\n" ], "text/plain": [ " 2.5 % 97.5 % \n", - "female -0.29392716 -0.01591940\n", - "female:widowed -0.13309530 0.40528626\n", - "female:divorced 0.07492960 0.19894917\n", - "female:separated -0.11641774 0.16302326\n", - "female:nevermarried 0.12938077 0.24432620\n", - "female:hsd08 -0.37364347 0.42926409\n", - "female:hsd911 -0.26870533 0.03003525\n", - "female:hsg -0.06502795 0.03924839\n", - "female:cg -0.04157113 0.06184824\n", - "female:ad -0.09569738 0.03476989\n", - "female:mw -0.05459343 0.05246655\n", - "female:so -0.06260432 0.04623763\n", - "female:we -0.06549766 0.05704541\n", - "female:exp1 -0.01644965 0.02632017\n", - "female:exp2 -0.28387860 -0.03516005\n", - "female:exp3 0.01689389 0.06000727" + "female -0.29478224 -0.01506433\n", + "female:widowed -0.13475121 0.40694218\n", + "female:divorced 0.07454815 0.19933062\n", + "female:separated -0.11727723 0.16388275\n", + "female:nevermarried 0.12902723 0.24467974\n", + "female:hsd08 -0.37611300 0.43173362\n", + "female:hsd911 -0.26962418 0.03095410\n", + "female:hsg -0.06534868 0.03956912\n", + "female:cg -0.04188922 0.06216633\n", + "female:ad -0.09609866 0.03517117\n", + "female:mw -0.05492271 0.05279584\n", + "female:so -0.06293909 0.04657240\n", + "female:we -0.06587457 0.05742232\n", + "female:exp1 -0.01658120 0.02645172\n", + "female:exp2 -0.28464359 -0.03439506\n", + "female:exp3 0.01676128 0.06013987" ] }, "metadata": {}, @@ -854,17 +956,6 @@ "joint.CI" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [], - "source": [] - }, { "cell_type": "markdown", "metadata": {}, @@ -874,7 +965,7 @@ }, { "cell_type": "code", - "execution_count": 2, + "execution_count": 53, "metadata": { "vscode": { "languageId": "r" @@ -923,20 +1014,7 @@ }, { "cell_type": "code", - "execution_count": 3, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [], - "source": [ - "x1 = as.matrix(GrowthData)[, -c(1, 3)]" - ] - }, - { - "cell_type": "code", - "execution_count": 4, + "execution_count": 54, "metadata": { "vscode": { "languageId": "r" @@ -953,18 +1031,37 @@ }, { "cell_type": "code", - "execution_count": null, + "execution_count": 55, "metadata": { "vscode": { "languageId": "r" } }, - "outputs": [], - "source": [] + "outputs": [ + { + "data": { + "text/plain": [ + "[1] \"Estimates and significance testing of the effect of target variables\"\n", + " Estimate. Std. Error t value Pr(>|t|) \n", + "[1,] -0.04981 0.01394 -3.574 0.000351 ***\n", + "---\n", + "Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", + "\n" + ] + }, + "metadata": {}, + "output_type": "display_data" + } + ], + "source": [ + "dX = as.matrix(cbind(d, X))\n", + "lasso.effect = rlassoEffect(x = X, y = y, d = d, method = \"partialling out\")\n", + "summary(lasso.effect)" + ] }, { "cell_type": "code", - "execution_count": 350, + "execution_count": 56, "metadata": { "vscode": { "languageId": "r" @@ -974,1218 +1071,12 @@ { "data": { "text/plain": [ - "$qr\n", - " (Intercept) gdpsh465 bmp1l freeop freetar\n", - "1 -9.4868330 -73.076189875 -1.600871443 -2.088070386 -0.2688004527\n", - "2 0.1054093 8.454532979 -1.121146644 0.228693062 -0.1352109185\n", - "3 0.1054093 -0.153543593 -2.065490021 0.143035910 -0.0255253643\n", - "4 0.1054093 0.003745550 0.007092746 -0.652699019 0.0100417362\n", - "5 0.1054093 0.051397832 -0.038251710 0.130489097 -0.1532203197\n", - "6 0.1054093 0.044713582 -0.117878028 0.046966438 -0.0803360728\n", - "7 0.1054093 -0.030357993 -0.066044277 -0.070287481 -0.0602104846\n", - "8 0.1054093 -0.012652153 0.056129689 0.014449984 0.0021466978\n", - "9 0.1054093 -0.173459731 0.032761428 -0.182553732 -0.0177601769\n", - "10 0.1054093 -0.065641439 0.030164810 -0.161746212 0.0477454741\n", - "11 0.1054093 0.078942905 -0.127181190 -0.091831330 -0.1216248075\n", - "12 0.1054093 0.042481822 -0.012197156 -0.202671516 -0.1647674703\n", - "13 0.1054093 -0.061372703 0.164424578 -0.085767624 0.0078096455\n", - "14 0.1054093 0.038469121 -0.031794129 -0.076498474 0.0607120901\n", - "15 0.1054093 0.056264457 -0.037157760 -0.038773422 0.0529406387\n", - "16 0.1054093 0.073293323 -0.091036228 -0.024091478 0.2560947158\n", - "17 0.1054093 -0.006239311 -0.071707080 -0.138213948 0.1259585341\n", - "18 0.1054093 -0.054385217 -0.039384244 -0.044312954 0.1087355417\n", - "19 0.1054093 -0.140043094 0.138181163 -0.026491385 0.1268408312\n", - "20 0.1054093 0.154838074 0.009766142 -0.096720005 0.3634874549\n", - "21 0.1054093 0.172595590 -0.139798652 -0.142404427 -0.2419263196\n", - "22 0.1054093 -0.062917488 -0.043563321 -0.093878850 -0.1046369204\n", - "23 0.1054093 0.108354593 0.066358841 0.059135889 -0.1221018038\n", - "24 0.1054093 0.049668432 -0.112681333 -0.063603377 -0.1246398532\n", - "25 0.1054093 0.112124184 0.066128416 -0.027942535 0.0650660412\n", - "26 0.1054093 0.084875931 -0.003898720 -0.038091245 -0.0459211683\n", - "27 0.1054093 0.029527646 -0.058155071 0.042324109 0.0316236645\n", - "28 0.1054093 0.103129117 -0.145333188 -0.070431868 0.0294510652\n", - "29 0.1054093 -0.101024058 -0.017252344 0.199133364 0.0224673626\n", - "30 0.1054093 -0.118931569 -0.004887964 0.287431820 0.0291115359\n", - "31 0.1054093 -0.120891992 -0.003534375 0.098828807 -0.0343269859\n", - "32 0.1054093 -0.134461948 0.005835106 0.116520547 0.0181009453\n", - "33 0.1054093 -0.008138980 -0.077996541 0.092887840 -0.0941161290\n", - "34 0.1054093 -0.047516427 -0.054197103 0.179316428 -0.0899145189\n", - "35 0.1054093 -0.081025753 -0.031060329 0.091786824 -0.0662737423\n", - "36 0.1054093 -0.121849556 -0.002873217 0.219493241 0.0289521508\n", - "37 0.1054093 -0.134385724 0.005782477 0.090271380 -0.0326665736\n", - "38 0.1054093 -0.064820524 -0.042249355 0.010248999 -0.0586241287\n", - "39 0.1054093 -0.138745813 0.008792934 0.056840775 0.0004712446\n", - "40 0.1054093 -0.122441485 -0.002464516 0.083196866 -0.0364536885\n", - "41 0.1054093 -0.132715594 0.004629323 -0.119958351 0.0932107760\n", - "42 0.1054093 0.027937943 0.096126541 0.036962447 -0.0622829662\n", - "43 0.1054093 0.114601337 -0.166132571 -0.047422714 0.0179942917\n", - "44 0.1054093 0.110904794 0.132426975 0.008594031 -0.2105966729\n", - "45 0.1054093 0.164690871 -0.020469494 0.009175632 0.0237182455\n", - "46 0.1054093 0.141347247 -0.039645996 -0.056469663 -0.0658207662\n", - "47 0.1054093 0.187263686 -0.096428152 -0.023359077 -0.2215265201\n", - "48 0.1054093 0.205689541 -0.113314088 0.052672233 0.0053774012\n", - "49 0.1054093 0.133383103 0.081757608 -0.047184193 -0.0577881919\n", - "50 0.1054093 0.217030412 0.053874521 -0.041708222 -0.2654061720\n", - "51 0.1054093 0.032537864 -0.040141415 0.148431606 0.1876672152\n", - "52 0.1054093 0.096234406 0.114717828 -0.039248203 -0.1400532324\n", - "53 0.1054093 -0.192558385 0.045948242 -0.037645782 0.0486374208\n", - "54 0.1054093 -0.033575147 0.077886746 0.067476273 0.0633433969\n", - "55 0.1054093 0.034986481 -0.032681710 0.128946369 0.0236940974\n", - "56 0.1054093 0.017577352 -0.099141608 0.046860373 -0.0565990237\n", - "57 0.1054093 -0.016638899 0.032496378 0.174502272 0.0339871607\n", - "58 0.1054093 -0.069530806 -0.038997104 -0.070440592 -0.0259445978\n", - "59 0.1054093 -0.025002078 0.015273835 0.001728142 0.0216013185\n", - "60 0.1054093 -0.193139784 0.046349674 -0.182630653 -0.0005453171\n", - "61 0.1054093 -0.088618193 0.129060432 -0.140527025 0.0532973598\n", - "62 0.1054093 0.034747290 0.040686409 -0.056754150 -0.1070288727\n", - "63 0.1054093 -0.030999325 -0.006438748 -0.214501614 -0.0926110078\n", - "64 0.1054093 -0.047476689 0.738710784 0.064133029 -0.1066392411\n", - "65 0.1054093 -0.006969262 -0.017075488 -0.080950298 0.1033765250\n", - "66 0.1054093 -0.009242343 -0.037147375 -0.050634476 0.1181640593\n", - "67 0.1054093 -0.027569343 0.168293826 -0.080483470 0.1051497059\n", - "68 0.1054093 -0.106650438 -0.012883420 -0.059212750 0.1200576021\n", - "69 0.1054093 0.163265796 0.166136271 0.073116980 0.0934191590\n", - "70 0.1054093 -0.096700035 -0.020237899 0.223314542 -0.0881429605\n", - "71 0.1054093 0.143524844 -0.013940495 -0.104852944 0.3789053645\n", - "72 0.1054093 -0.140206526 0.009801495 -0.094180942 -0.0370293836\n", - "73 0.1054093 0.040877146 -0.090247166 0.060943608 0.0777362248\n", - "74 0.1054093 0.010103162 -0.043000357 0.013276110 -0.0051133899\n", - "75 0.1054093 -0.013820096 -0.075042263 -0.065441937 -0.0680184226\n", - "76 0.1054093 0.102703905 0.141768857 -0.010236355 0.0611939337\n", - "77 0.1054093 0.048589065 -0.083758743 -0.065158201 0.0042008798\n", - "78 0.1054093 -0.086236641 -0.025041698 0.143280999 -0.0665701198\n", - "79 0.1054093 -0.035217639 -0.011272526 0.042630174 0.0878770318\n", - "80 0.1054093 0.049849288 -0.121424016 -0.073945186 0.0783130983\n", - "81 0.1054093 -0.169616972 0.030108166 0.098638361 0.0082945287\n", - "82 0.1054093 -0.165425434 0.027214086 0.116399524 0.0451858345\n", - "83 0.1054093 -0.075449244 -0.017336151 0.096265297 -0.0377226298\n", - "84 0.1054093 -0.087007382 -0.026930267 0.179162074 -0.0553703422\n", - "85 0.1054093 -0.124033373 -0.001365384 0.091618724 -0.0286534098\n", - "86 0.1054093 -0.164896414 0.026848820 0.219324988 0.0666068058\n", - "87 0.1054093 -0.050652965 -0.049610723 0.104778994 -0.0432035010\n", - "88 0.1054093 -0.169517868 0.030039739 0.056720500 0.0273886827\n", - "89 0.1054093 -0.150022417 0.016578953 0.083089063 -0.0123276421\n", - "90 0.1054093 -0.155584751 0.020419510 -0.120047737 0.1132152607\n", - " h65 hm65 hf65 p65 pm65\n", - "1 -1.0583089236 -1.301171848 -0.7801338988 -8.4749041293 -8.723669972\n", - "2 0.6859495419 0.816564827 0.5692696523 1.0160034078 0.750922006\n", - "3 -0.0775352056 -0.084125927 -0.0959815241 0.0207564252 -0.066334164\n", - "4 0.2033549571 0.197709253 0.2197597794 -0.0064579715 -0.106501956\n", - "5 -0.0272903207 -0.022652090 -0.0129776216 -0.1085499100 -0.041299661\n", - "6 0.6290896119 0.685172485 0.5773386144 0.0384786412 0.098340525\n", - "7 0.1446529990 -0.178244590 0.1184351329 0.0746151562 -0.035568978\n", - "8 0.1434657218 -0.044697704 -0.1297465771 -0.0085593623 -0.018120547\n", - "9 -0.2105612678 0.144468364 -0.0894905410 1.1702820889 0.909109778\n", - "10 0.0705114752 -0.011914595 -0.0093289936 -0.1287719466 -0.440573331\n", - "11 0.0054535143 0.046936835 0.0156170539 0.0052126302 0.173968431\n", - "12 0.1468367750 -0.023320914 0.0210067121 -0.2596709794 -0.541623383\n", - "13 0.2006376358 -0.066895110 0.0065999261 -0.1633995840 0.081454209\n", - "14 0.0951511794 0.018183288 0.0286835088 -0.0649637139 -0.045573166\n", - "15 0.0538727748 0.031920212 0.0265637523 -0.1213001769 0.051077022\n", - "16 0.0167199390 -0.014558846 0.0763333132 -0.1851229657 0.067735259\n", - "17 0.0785134760 0.032220899 0.0239429072 -0.1572147661 0.107581556\n", - "18 0.1010996113 -0.053499365 0.0646872273 -0.1316345857 0.105105107\n", - "19 0.2501650577 -0.056556526 0.0104406397 -0.0478300954 0.070009125\n", - "20 -0.0511702230 -0.101387170 -0.3201704083 0.0270920861 -0.207542931\n", - "21 -0.0574932825 -0.040046754 -0.1259725803 -0.0485510105 -0.086951729\n", - "22 0.0501820970 0.209068333 -0.0743184975 -0.1167094161 -0.011691813\n", - "23 -0.0693938759 0.067595614 -0.0384422662 -0.1981788612 -0.106022386\n", - "24 0.0721060564 -0.033625977 0.0490383718 -0.1391565388 0.139320343\n", - "25 0.0320496788 0.006241219 0.0108425586 0.2832358281 0.127434976\n", - "26 -0.2203068817 -0.248874581 0.1514335574 -0.1752388652 0.013680635\n", - "27 -0.0250993531 0.190630145 -0.0412182967 0.0526604116 0.336667670\n", - "28 0.0194717702 -0.003515218 0.0692994382 -0.0481571350 0.031377740\n", - "29 0.0560176313 0.064906824 -0.0157552273 -0.0471446121 -0.007743153\n", - "30 -0.0457038691 0.040255205 0.0058844968 0.0044235930 -0.043894935\n", - "31 0.0336895978 -0.106430415 0.0559346159 -0.0590262407 0.057507904\n", - "32 0.1312720782 0.050302821 -0.0228763569 -0.0550352137 0.037528733\n", - "33 -0.0366156284 0.063077121 0.0120236378 -0.1195605557 -0.032767083\n", - "34 -0.0525667863 0.052620468 -0.0166024369 -0.0713153161 -0.050499583\n", - "35 0.0410681818 0.011165848 0.0143530090 -0.0864982015 0.015534584\n", - "36 -0.0490626985 0.196313880 -0.1032367613 0.0136391162 -0.082828191\n", - "37 0.1094511332 -0.033155768 0.0098343827 -0.0383346711 0.110363492\n", - "38 0.1316461772 0.043296313 0.0137884861 -0.1328631240 0.048723203\n", - "39 0.0896838463 -0.098720486 0.0485476173 -0.0199805029 0.038991527\n", - "40 0.0762623140 0.067123056 -0.0350804369 0.0112119115 0.089772466\n", - "41 0.1247019126 0.003433401 -0.0078601920 -0.0835940704 0.113983989\n", - "42 0.0836657920 -0.070023555 -0.0753647922 -0.1206507780 0.124786058\n", - "43 -0.0029779595 0.007252235 0.0475151318 -0.2085732902 0.085476650\n", - "44 -0.1586015277 0.165240103 -0.0812826916 0.0647590368 0.088109168\n", - "45 -0.0473792336 0.016254581 0.0299776590 0.0005845255 0.020788774\n", - "46 0.0017184832 0.020601719 0.0565677114 -0.2210995070 0.073300387\n", - "47 -0.0716762823 -0.016908232 0.0169766884 0.0891603482 0.001946896\n", - "48 -0.1153374485 0.012622363 0.0589083961 0.1180851233 -0.114331945\n", - "49 0.0204952403 0.008322937 0.0018991486 0.1971199309 -0.023983875\n", - "50 -0.0645459347 -0.008204267 0.0026620299 0.0869177157 0.009392798\n", - "51 0.0001986082 0.037114703 0.0561648591 -0.1030347255 0.050344370\n", - "52 0.0544723121 0.005038867 -0.0227432792 -0.2167881000 0.012003393\n", - "53 -0.2236334338 -0.123201559 0.0627686558 0.0614375922 0.036854116\n", - "54 -0.0899867195 -0.218521162 -0.2059636723 -0.0657040241 0.016895882\n", - "55 -0.0547056980 0.033790672 0.0466824169 0.0801464350 -0.138348135\n", - "56 0.0353808666 0.022691234 0.0153701625 0.1699684435 -0.040899712\n", - "57 0.0172062689 -0.078920979 0.0679808589 -0.0879807617 -0.010597540\n", - "58 0.0897975949 0.030182549 -0.2371849585 -0.1051079880 0.045603487\n", - "59 0.0604251030 0.028701248 0.0397370867 0.0155959913 -0.039546288\n", - "60 -0.4572339145 -0.080933449 0.1532389390 0.0864750729 -0.002122293\n", - "61 -0.0935386485 -0.154327780 0.1880804372 -0.0848469828 0.073844603\n", - "62 -0.0289763546 -0.019127150 -0.1949029713 -0.0320956001 0.170523604\n", - "63 0.1010341761 -0.161249029 -0.0681913344 -0.0828550423 0.086601417\n", - "64 0.0882324894 -0.116881771 0.0325630568 -0.1318856261 -0.118777938\n", - "65 0.0704479773 -0.016980616 0.0039360546 -0.1569777010 0.071891868\n", - "66 -0.2421741565 0.183002256 -0.0418568081 -0.0515462393 -0.074486325\n", - "67 0.0254198253 0.094189667 -0.0956350421 -0.1144063829 -0.017560595\n", - "68 0.0148145307 -0.150050328 0.0002717003 -0.0428679712 0.102252331\n", - "69 -0.0494779007 0.110365488 0.0423427972 0.0054709922 0.228809226\n", - "70 0.0219001235 0.070169056 -0.0186581487 -0.0479777725 -0.040412222\n", - "71 -0.0923841977 0.207298349 -0.0272581002 -0.0081036914 -0.204610728\n", - "72 -0.0370349237 0.222620377 -0.1076600484 -0.0166205888 -0.007153413\n", - "73 -0.0658992219 -0.310225789 -0.5388104248 -0.0011524238 -0.009606937\n", - "74 -0.0270843683 0.074881044 -0.0975403029 -0.1279480976 -0.023912834\n", - "75 0.1351191448 -0.035369344 0.0181823570 -0.1100071420 0.130082249\n", - "76 0.0495484613 -0.017512365 -0.0046020727 0.2372380533 0.238394455\n", - "77 -0.1782773117 -0.203849657 0.3126716079 -0.1715495149 0.064901838\n", - "78 0.0563488473 -0.065040178 0.0899707669 -0.0891604637 0.035840216\n", - "79 -0.0073140946 0.150388902 -0.0637828728 -0.0519995445 0.044195254\n", - "80 0.0544516497 -0.032819738 0.0547794917 -0.0566407997 -0.025040697\n", - "81 -0.0677744457 -0.243056317 0.1207675911 -0.0017693273 0.085020417\n", - "82 -0.0803169270 -0.195713823 -0.2116836322 0.0349676949 0.043991759\n", - "83 -0.0842705382 0.010253280 0.0076729217 -0.0519860171 -0.020433790\n", - "84 -0.1117844401 0.115680448 0.0404145961 -0.0245173746 -0.072096234\n", - "85 -0.1408234914 -0.010855983 -0.0659028361 0.0052319719 -0.024278052\n", - "86 -0.1323491145 0.170687655 -0.0820596976 0.0865322662 -0.074154078\n", - "87 -0.0024771995 -0.109994663 0.0427170147 -0.1003610167 0.037950757\n", - "88 -0.1205601852 -0.018780520 0.0071829063 0.0275447961 0.009068081\n", - "89 0.0034146941 0.028801071 -0.0055926578 -0.0182788726 0.014746795\n", - "90 -0.0225195273 0.198587059 0.2212791528 -0.0356029935 0.039122985\n", - " pf65 s65 sm65 sf65 fert65\n", - "1 -8.059591663 -3.856925e+00 -4.1383673646 -3.602888347 -4.498656e+01\n", - "2 1.454181444 1.854762e+00 1.6772071088 2.102102317 -1.497924e+01\n", - "3 0.125415027 -4.379886e-02 0.0029411966 -0.068212816 2.167101e-01\n", - "4 -0.013423626 -1.167485e-01 -0.1902547434 -0.081190217 1.383323e+00\n", - "5 0.046672453 6.169716e-02 -0.0075660050 0.172604522 -2.069544e+00\n", - "6 0.005793568 8.440428e-01 0.9115716469 0.747742375 -2.914649e+00\n", - "7 0.146904497 -2.299957e-01 -0.3637244422 -0.086180674 6.708795e-01\n", - "8 -0.158598864 7.331702e-02 0.1913505675 -0.119101826 5.640630e-01\n", - "9 1.203995807 2.589570e-01 0.2869183056 0.226603590 -1.567765e+00\n", - "10 0.050525456 -3.793602e-02 -0.0909330735 0.079740397 -2.036523e+00\n", - "11 0.571772933 -2.569610e-02 -0.2295294682 0.097490138 -7.003288e-01\n", - "12 0.448932238 1.067753e+00 1.1010562460 0.988010041 -4.608661e+00\n", - "13 -0.028263880 -3.658031e-02 0.4527208396 -0.124793868 -1.696544e+00\n", - "14 -0.211395315 4.518715e-02 -0.0500316314 -0.433870759 2.526395e+00\n", - "15 -0.075776033 5.898490e-02 0.0122301955 0.025491739 -8.344712e+00\n", - "16 -0.112395969 7.787510e-02 0.0340877868 0.085451678 -8.432242e-03\n", - "17 0.030205167 6.442906e-02 -0.1307125081 0.109392290 1.906197e-01\n", - "18 0.003078857 -7.085560e-02 0.0691073681 0.060288992 -1.693126e-01\n", - "19 0.028326169 7.135858e-02 -0.0575527551 -0.018263822 2.083717e-01\n", - "20 0.190265346 -1.325637e-01 -0.3294119936 0.123206038 -1.423248e-03\n", - "21 -0.075866621 7.205382e-02 0.0003472615 0.001504902 -1.078273e-01\n", - "22 -0.028773145 -2.713083e-01 0.1629589887 0.217340083 -2.313548e-02\n", - "23 -0.144477969 -6.653325e-03 -0.0669527168 -0.050059174 -2.474153e-02\n", - "24 0.114403367 -3.643447e-02 -0.0145182671 -0.087974623 9.673544e-02\n", - "25 0.067206430 -1.045859e-01 -0.0094121238 0.035205680 -6.437649e-02\n", - "26 -0.110341520 3.663174e-02 -0.0398246496 -0.085426983 2.497500e-01\n", - "27 0.295745004 2.177700e-02 -0.0546003255 -0.126183976 1.242419e-01\n", - "28 -0.104137949 1.912772e-02 0.0404869640 -0.041290537 -5.495630e-02\n", - "29 0.040869834 4.265910e-03 0.0676475337 -0.003001586 -1.266455e-01\n", - "30 0.058391563 -9.916029e-02 0.0471669320 -0.017197055 -9.650042e-03\n", - "31 0.094163883 -4.921452e-04 0.0693876573 -0.031546659 -4.580529e-02\n", - "32 0.070268667 5.217741e-02 0.2562428067 0.128321813 -1.721421e-01\n", - "33 -0.028215112 -5.192512e-04 -0.1954100055 0.001524318 -1.513399e-01\n", - "34 0.002474162 5.507647e-02 0.0328964944 -0.156850650 -4.124997e-03\n", - "35 0.043238648 4.374316e-02 -0.0899729748 -0.112789978 -1.226765e-01\n", - "36 0.004113419 7.575564e-02 0.0394731689 -0.074405122 -5.952401e-02\n", - "37 0.035732461 -1.225208e-01 -0.0165327314 0.025634745 4.823620e-02\n", - "38 0.029424499 2.383657e-02 -0.1284014276 -0.167450296 -1.493855e-01\n", - "39 0.067581593 -9.167028e-02 -0.0280305178 0.527371498 9.217604e-02\n", - "40 -0.093646367 -1.218385e-01 0.0268708932 -0.024961222 8.556944e-03\n", - "41 0.039877559 -2.428901e-01 0.0729170763 -0.409486497 4.203039e-02\n", - "42 0.188959570 5.536983e-02 0.0333096117 -0.058002339 1.736117e-01\n", - "43 0.029121364 7.376694e-02 0.0142091993 0.004179050 -4.109539e-02\n", - "44 -0.023748947 -7.132071e-02 -0.0622570735 -0.050358594 3.119777e-04\n", - "45 -0.077607061 -2.517757e-01 -0.0024321580 0.024680785 5.455090e-02\n", - "46 -0.119055223 3.520267e-02 0.0043704948 0.014606239 1.861720e-01\n", - "47 -0.015217767 5.834772e-02 0.0850524191 -0.006226363 1.118824e-02\n", - "48 -0.263714300 5.773751e-02 0.0010449528 0.040849160 1.488225e-02\n", - "49 -0.018105349 -8.657716e-02 0.0161161054 -0.033240744 -6.302027e-02\n", - "50 -0.136085436 1.156687e-02 0.0495686702 0.043018479 -1.220712e-01\n", - "51 0.224412918 7.981955e-02 0.0167380872 0.005429163 -7.758478e-02\n", - "52 0.012671451 6.307076e-02 0.0156502612 -0.006213645 9.364931e-02\n", - "53 0.092388130 1.410029e-05 -0.0135440229 -0.022907233 4.453688e-02\n", - "54 -0.120464677 1.164261e-01 -0.1924811183 0.118435754 7.500414e-02\n", - "55 -0.079085097 1.493060e-01 -0.0126344566 -0.058349093 -3.917026e-02\n", - "56 0.024997331 1.403443e-01 0.0158034937 -0.075382006 -1.240459e-02\n", - "57 -0.042121527 -1.821565e-01 0.1677849904 0.097696011 8.673909e-02\n", - "58 -0.063488638 1.374516e-01 -0.0874113607 -0.066240041 1.641914e-01\n", - "59 -0.150549800 1.039775e-01 -0.0463920699 -0.017100155 1.526134e-01\n", - "60 0.080392064 2.242103e-01 -0.0759442798 -0.108196204 1.820379e-02\n", - "61 0.018731418 4.664623e-02 0.0108593258 0.037930486 -2.120827e-02\n", - "62 -0.045779146 5.729813e-02 0.0174373429 -0.020667131 1.536282e-01\n", - "63 -0.024700569 8.602750e-02 -0.0130283805 0.016693303 -8.950361e-03\n", - "64 -0.147982063 -8.978748e-02 0.0471096126 0.082051903 -1.662922e-03\n", - "65 -0.078430724 -5.319485e-02 0.0458731148 0.080331075 -7.342962e-02\n", - "66 -0.147548361 2.588507e-01 0.0615025672 -0.047423384 3.820454e-02\n", - "67 -0.151827942 -2.275832e-02 0.4913729276 -0.120971672 -3.889045e-02\n", - "68 0.021549777 8.769476e-02 0.0221986199 -0.025149673 7.379987e-02\n", - "69 0.078946900 -1.864793e-01 0.0024723000 -0.025611142 -8.653716e-02\n", - "70 0.054375280 7.981294e-02 -0.4225481978 0.050391713 1.587410e-03\n", - "71 -0.004823104 -6.713507e-02 -0.0532521441 0.217379542 -2.037429e-01\n", - "72 -0.003357921 -1.696926e-01 0.0654110429 0.206957530 5.216393e-02\n", - "73 -0.058322969 -8.019909e-02 0.1705924589 -0.188212770 3.405443e-01\n", - "74 -0.113310187 -1.019946e-01 -0.1195075517 0.027106189 -6.623856e-03\n", - "75 0.018878544 -1.278679e-01 -0.0641373782 0.002211747 5.418939e-02\n", - "76 0.057043113 -1.363482e-01 -0.0251065059 -0.027554775 -4.002970e-02\n", - "77 -0.015621880 -9.414468e-02 -0.0236854681 -0.103062005 1.345588e-01\n", - "78 0.085269338 -3.078072e-02 0.0284738165 -0.044561448 -1.700287e-01\n", - "79 0.223712945 3.200886e-02 -0.0961766491 -0.109436992 3.025176e-01\n", - "80 -0.056440167 -3.391817e-02 -0.0077553416 0.005426184 -1.454271e-01\n", - "81 0.146010104 -1.109530e-01 -0.0248829560 -0.032509490 3.503611e-02\n", - "82 0.027309311 3.154905e-01 -0.0700580442 -0.137827100 -2.392855e-01\n", - "83 0.010520394 -1.439714e-01 -0.1022463668 -0.091161548 -4.821279e-03\n", - "84 0.031769124 -1.658185e-01 0.1584187702 0.206413409 1.510977e-01\n", - "85 0.023817336 6.340635e-02 -0.0663533799 -0.072649903 -4.077713e-02\n", - "86 -0.006631170 -5.441808e-02 0.0169554801 0.025381710 -3.815075e-02\n", - "87 0.099726981 -4.253700e-02 0.0595225267 -0.043779373 -1.483415e-01\n", - "88 0.160825003 1.481679e-02 0.1279182260 0.064331845 -6.904711e-02\n", - "89 0.075577549 -1.600935e-01 0.1067975625 0.029609880 -2.927630e-02\n", - "90 0.087000354 -1.416995e-01 0.0374837819 0.094467324 -2.603790e-02\n", - " mort65 lifee065 gpop1 fert1 mort1\n", - "1 -0.6685054974 -3.891523e+01 -0.2020800834 -4.707788e+01 -0.827357245\n", - "2 -0.3750962521 1.402382e+00 -0.0600027315 -1.436884e+01 -0.408029778\n", - "3 -0.0490624185 8.524413e-02 -0.0007581515 -7.707292e-02 -0.089391764\n", - "4 0.0635926241 -2.181669e-01 0.0270633636 1.552396e+00 0.052721345\n", - "5 -0.0358927486 8.068216e-03 -0.0055317689 -2.381163e+00 -0.046250097\n", - "6 -0.0386808099 7.292345e-02 -0.0157845965 -2.778852e+00 -0.030892343\n", - "7 -0.0209351773 4.083100e-02 0.0030418203 8.957955e-01 -0.003888301\n", - "8 0.0254225630 -6.207922e-02 -0.0003661977 5.894087e-01 0.054581901\n", - "9 -0.0986941337 4.058459e-01 0.0003161236 -1.166008e+00 -0.075957924\n", - "10 -0.0260258236 5.013381e-02 -0.0041296162 -1.715455e+00 -0.032060226\n", - "11 -0.0541254405 1.334027e-01 0.0076131782 -5.356887e-01 -0.049399231\n", - "12 -0.1000816729 2.086974e-01 -0.0259786314 -4.352973e+00 -0.109782507\n", - "13 -0.0370469181 6.957080e-02 -0.0006535919 -1.723249e+00 -0.040214067\n", - "14 0.0111471783 -6.613180e-02 0.0103379719 2.696930e+00 0.019065410\n", - "15 -0.0511017748 1.806028e-01 -0.0378824462 -8.497854e+00 -0.064373244\n", - "16 0.1396677159 -3.184149e-01 -0.0117135335 -1.648384e-01 0.125815352\n", - "17 -0.2642335808 3.233472e-01 -0.0061229005 -7.417153e-02 0.014945549\n", - "18 0.0049618589 -1.090193e-01 0.0393296343 9.631160e-01 0.025148779\n", - "19 0.0280667093 1.026157e-01 -0.1635281385 1.873533e+00 0.016752512\n", - "20 -0.0285887820 1.620222e-02 0.1020625454 6.483791e-04 0.111112770\n", - "21 -0.1094119630 1.508067e-01 -0.3683737849 2.475650e-01 0.184399767\n", - "22 0.1064362397 -6.254413e-02 -0.0154998774 9.348187e-02 0.034853360\n", - "23 0.0234702210 1.569818e-01 -0.0893324548 -8.714401e-02 0.206177448\n", - "24 0.2821334125 9.036108e-02 -0.0708612518 -1.172839e-01 0.093599617\n", - "25 0.1098935776 -7.444044e-02 -0.0542046704 6.318955e-03 0.039196473\n", - "26 0.0397105296 1.009979e-01 0.0287083868 7.882388e-02 0.181738380\n", - "27 0.1753700775 5.211287e-02 -0.0983187518 1.441446e-01 -0.037851143\n", - "28 0.1387739287 -5.910863e-02 -0.0605808022 1.544327e-02 0.078031968\n", - "29 -0.0086623089 1.014515e-01 0.1215823222 3.204062e-02 0.007421879\n", - "30 -0.0923760893 5.372953e-02 -0.0033964384 1.761177e-01 0.047077680\n", - "31 0.0369976642 5.018694e-03 -0.0494639608 -3.457309e-01 0.184399972\n", - "32 0.1378920411 2.014575e-01 0.0021761295 1.904442e-01 -0.044823937\n", - "33 -0.1151999457 -2.065673e-01 0.1153932878 6.785083e-03 0.101964442\n", - "34 0.0607452878 -4.890477e-02 0.3380770078 -3.807539e-03 0.024963760\n", - "35 -0.1063012959 -1.288567e-01 0.1136229549 9.876056e-02 0.055449096\n", - "36 0.0621039783 9.559395e-02 -0.0005163837 1.026800e-01 0.068144769\n", - "37 -0.0002943486 -9.743113e-02 0.1042312323 9.007603e-02 0.064771976\n", - "38 -0.0708674757 -2.187126e-01 0.1070188412 2.408791e-02 0.101076192\n", - "39 0.1039196682 -2.910941e-03 0.1087583822 1.738125e-01 -0.047774733\n", - "40 -0.0417074964 -2.750272e-02 0.1479803661 5.494435e-02 0.034077172\n", - "41 0.0863267723 -1.362140e-01 -0.0783831857 5.940938e-02 0.207739646\n", - "42 -0.0157067838 -9.944652e-02 -0.0452841553 7.238057e-02 -0.132198401\n", - "43 -0.0434938548 7.438859e-02 -0.0064042908 1.655359e-01 -0.257875023\n", - "44 -0.1865579571 -4.010238e-01 -0.0307413364 -1.185232e-01 -0.089328094\n", - "45 0.1045293065 -4.037036e-02 -0.0489723277 7.074899e-02 -0.004917660\n", - "46 0.1651548137 1.285695e-01 0.0516706861 3.050024e-02 -0.071622333\n", - "47 -0.2284307839 -1.461482e-01 -0.0834090628 -3.715045e-02 -0.012456918\n", - "48 -0.0323167879 4.687668e-02 -0.0001289389 7.645158e-02 0.083037525\n", - "49 0.0764320089 7.949053e-02 -0.0641997623 1.161098e-01 -0.138567186\n", - "50 0.1196590574 -1.108094e-01 -0.1983162534 1.555941e-01 0.080744275\n", - "51 0.0610878922 7.882641e-03 0.0803581421 -1.195098e-01 -0.346156263\n", - "52 0.1077448331 3.967195e-01 0.0687506434 1.080406e-01 -0.163652767\n", - "53 -0.0266810216 -1.426133e-02 -0.1244489283 1.600298e-01 0.009101277\n", - "54 -0.0114742774 -4.451297e-02 -0.1233652029 2.880172e-02 -0.083798674\n", - "55 -0.0004073757 -4.763546e-02 -0.0242915871 -1.436309e-02 -0.240775075\n", - "56 0.1529537881 4.740925e-03 -0.0198232620 4.543351e-02 -0.236284815\n", - "57 0.1735285448 -7.355505e-03 -0.0200578981 -1.053045e-01 -0.021079881\n", - "58 -0.0730871626 -5.398336e-02 -0.0679471512 -2.673187e-01 0.094428554\n", - "59 -0.1416194472 4.328923e-02 -0.0115618866 -1.030860e-02 -0.190975482\n", - "60 -0.0029247947 -3.571709e-03 -0.0022271750 -1.672913e-02 0.018030326\n", - "61 0.0625133502 -8.337730e-02 0.0067545845 2.245134e-01 -0.037655157\n", - "62 -0.3177458925 7.492330e-02 0.0567353068 -2.173608e-02 -0.002839756\n", - "63 -0.0851120617 -2.202587e-01 -0.0336746186 -8.398857e-02 0.011357035\n", - "64 0.0018721448 -3.772223e-02 0.0735202737 1.165027e-01 -0.191822262\n", - "65 -0.0175856840 4.826145e-02 0.0003181486 -3.089520e-01 -0.132972480\n", - "66 -0.0595550560 3.909886e-02 -0.0464499060 -8.936330e-02 -0.098026416\n", - "67 -0.0776175869 8.931131e-02 -0.0887383199 2.377318e-02 -0.015861600\n", - "68 0.0858154333 1.386179e-02 -0.3198646338 1.438367e-01 -0.028755809\n", - "69 0.0803520380 1.421008e-01 -0.1337757771 -3.324853e-02 0.100464383\n", - "70 -0.1369827414 1.074511e-02 -0.1821086592 -8.451438e-03 0.014521963\n", - "71 0.0806284646 5.597885e-03 0.0354823104 -3.233641e-02 -0.108957738\n", - "72 0.0896983982 -6.112493e-02 -0.0959404279 8.651714e-02 -0.022188177\n", - "73 0.1446188074 -3.589724e-02 0.1620868649 -2.353532e-02 -0.105433087\n", - "74 -0.0326242856 2.616170e-02 -0.0600016854 -1.260803e-01 -0.043634429\n", - "75 0.1545438350 -4.806978e-02 -0.0827814580 -1.861891e-01 -0.032150709\n", - "76 0.1686120742 -2.199096e-01 -0.1835366943 1.414981e-01 -0.009366922\n", - "77 0.0433886441 -7.749631e-03 -0.1386196063 -1.527064e-01 0.085952770\n", - "78 0.0430068807 9.443266e-02 -0.2446802904 -1.468362e-01 0.070555293\n", - "79 0.1765302203 1.036247e-01 -0.0483276593 8.944095e-02 -0.303839811\n", - "80 0.1529595342 -5.521033e-02 -0.2069341767 -4.711947e-02 -0.106466919\n", - "81 -0.0762230073 -5.266089e-02 -0.0679096034 -4.312800e-03 0.055678605\n", - "82 -0.0850698245 1.755880e-01 0.1468329944 -6.439597e-02 0.064228034\n", - "83 -0.1137928847 -2.241766e-01 0.0559020260 1.106174e-01 0.029687671\n", - "84 0.0858584559 7.110015e-03 -0.1030559504 2.359012e-02 0.025557655\n", - "85 -0.0788393931 -4.378666e-02 0.0768096384 1.043736e-02 -0.039298824\n", - "86 -0.0786663700 7.275821e-02 -0.0967717167 -1.100727e-02 0.083102175\n", - "87 -0.0323372879 -1.105951e-01 -0.0232391189 2.713661e-02 -0.177677721\n", - "88 0.1340357546 4.542999e-02 0.0638161105 8.447740e-02 -0.006760361\n", - "89 -0.0222399162 9.993542e-04 0.0772431716 -8.043500e-02 0.048826308\n", - "90 0.1396862999 1.068929e-02 -0.1607549007 -8.567242e-02 0.030808367\n", - " invsh41 geetot1 geerec1 gde1 govwb1\n", - "1 -1.865705134 -0.3376785495 -0.2825389680 -0.3048435664 -1.2016128062\n", - "2 0.424031415 0.0486149005 0.0378494981 0.0066686885 0.0908683437\n", - "3 -0.115623507 -0.0313135697 -0.0249172118 -0.0286885519 -0.0654969332\n", - "4 0.008652096 -0.0230480329 -0.0205568033 -0.0144360812 -0.0664857920\n", - "5 0.205531862 0.0063263694 0.0005641557 0.0411460021 0.0479775947\n", - "6 -0.008296198 0.0552816081 0.0543714362 0.0802765012 0.1419312371\n", - "7 -0.048955131 -0.0078507571 -0.0048261435 -0.0200410335 0.0669695972\n", - "8 0.028905973 0.0207586569 0.0133102086 0.1124913467 0.1321388854\n", - "9 0.173210170 0.0095557374 0.0054197887 -0.0169424819 0.0065530856\n", - "10 0.062873195 -0.0127981287 -0.0125672470 -0.0546791850 -0.0373824604\n", - "11 -0.048362813 -0.0151260655 -0.0040916750 -0.0457820645 -0.0909950304\n", - "12 0.132837529 0.0203335606 0.0123375938 0.0425706550 0.0574208214\n", - "13 -0.002999808 -0.0221191030 -0.0158819459 -0.0092878818 -0.1153201022\n", - "14 -0.114105563 -0.0205897653 -0.0166888986 0.0359060505 -0.0032745365\n", - "15 0.136424778 -0.0171937407 -0.0188701337 -0.0132626236 -0.0538321560\n", - "16 -0.033031108 -0.0116659290 -0.0102416666 -0.0191940399 -0.0821023879\n", - "17 -0.044249995 -0.0154266587 -0.0121778910 0.0661960958 0.0161806527\n", - "18 -0.099269587 0.0037663025 0.0019283676 -0.0192556085 -0.0817749415\n", - "19 0.013994201 0.0028396566 -0.0033415503 0.0284104335 0.0290294601\n", - "20 0.079203749 0.0202858539 0.0220501429 0.0465572186 0.0753670106\n", - "21 0.574116643 0.0032045451 -0.0016076451 -0.0251412579 0.0105128767\n", - "22 0.119900241 0.0918378399 0.0759971155 -0.0052895176 0.1413148324\n", - "23 0.265010988 -0.0512231915 0.0297559281 0.0413902198 0.0562966023\n", - "24 0.078447735 -0.0944558729 -0.0436326822 0.2447481588 0.1702268455\n", - "25 -0.172202920 0.0312984092 0.1334592164 0.0329452307 -0.1481178690\n", - "26 0.065273420 0.1389645822 0.0572228006 0.0248373386 -0.2366745726\n", - "27 -0.083868197 0.0147926867 -0.0352597153 -0.0485878232 -0.0926584865\n", - "28 -0.027025497 -0.0386802390 -0.0078388403 -0.0483220042 0.0473111532\n", - "29 0.033927045 0.1007617603 0.0427449026 0.0300875681 0.1337399632\n", - "30 -0.027925019 -0.0268177743 -0.0528737512 -0.0322078476 -0.1838165618\n", - "31 0.085427164 0.0659852409 0.0047592593 -0.1427378436 0.1683961635\n", - "32 -0.100522157 0.1640916147 0.1079878544 -0.1568159817 0.0532308289\n", - "33 -0.063496778 0.1072524331 0.0236268007 -0.0921449996 0.2379660480\n", - "34 0.022002908 0.0256499289 0.0610801020 0.1413173938 -0.0818283636\n", - "35 -0.130394500 -0.1202266404 0.0297807872 -0.0363199327 -0.0479879276\n", - "36 -0.125776346 -0.0886093126 0.1424997153 -0.0452452838 -0.1183074448\n", - "37 -0.043113166 -0.1380067160 0.1745619639 -0.0124396461 -0.1038318171\n", - "38 0.082325861 -0.0006213151 0.0095862385 0.0096786476 0.1034118235\n", - "39 0.066333115 -0.0200954601 0.1043639238 -0.0841463822 -0.0583980676\n", - "40 0.108501600 -0.1051226026 0.1880612130 -0.0847052438 0.0082945576\n", - "41 -0.016906247 -0.1831900042 0.0565777234 0.0696010108 0.0778109819\n", - "42 -0.093889053 -0.1807427969 0.2215392871 0.1282810774 -0.1863617188\n", - "43 0.049649171 -0.0335705299 -0.0086224809 0.0171276150 0.0074986954\n", - "44 0.173032907 -0.0782570301 -0.1690651199 -0.5985267959 -0.1690705546\n", - "45 0.114054617 -0.0812600244 -0.0207525290 0.1108854068 0.0222303374\n", - "46 -0.070053610 -0.1451556113 -0.0956782541 0.0650466829 0.1244786183\n", - "47 -0.052769684 -0.0403861973 -0.0473152631 0.1433198018 0.2681336202\n", - "48 -0.035468332 0.0061522958 -0.1377687780 -0.0301913421 0.0095915029\n", - "49 -0.034794881 -0.1736746604 -0.1855413889 0.0435900419 0.1301040157\n", - "50 -0.125535891 -0.0243681415 -0.1151568876 0.0307619679 0.0995660829\n", - "51 0.037245642 -0.1841839755 -0.0789186875 0.1154272456 -0.1500140074\n", - "52 -0.438870644 -0.0333309747 0.0162688261 -0.0884897231 0.1489217508\n", - "53 0.011480848 -0.2841208869 0.0279933250 0.1491023696 -0.0580687455\n", - "54 0.083554222 -0.0212583037 -0.1306236838 0.2163383450 -0.0432478160\n", - "55 0.054570410 0.0228909821 0.0104223152 0.0822126572 -0.0622838917\n", - "56 0.008840817 0.0902137979 0.0245391197 0.1266622824 -0.2396563226\n", - "57 0.035717883 -0.0095050135 0.0184195685 0.1032005137 -0.0306216917\n", - "58 0.078316643 0.0410804759 -0.0467000534 0.1629967754 -0.0267294897\n", - "59 -0.022052489 0.0845469928 0.0307221046 -0.0011892857 -0.0280861691\n", - "60 0.027719768 -0.1247928389 0.0148982841 0.0125322032 0.0103144555\n", - "61 -0.105911615 0.1583167560 -0.0077956306 0.0004322952 0.0268777665\n", - "62 0.094719992 0.0372423137 -0.0554286217 0.1911941515 -0.2278726548\n", - "63 -0.012478070 -0.0796605780 0.0490783748 0.0731590145 -0.0325428804\n", - "64 0.080731761 0.2339876964 -0.1904391680 0.0671923630 -0.0922782739\n", - "65 0.145103599 0.0401010490 0.4087226567 0.0082924353 0.0601124202\n", - "66 -0.153146423 0.1058767644 0.0621083675 0.0521411097 0.0093737081\n", - "67 0.242311316 0.1624642998 -0.1710592831 0.0290427603 0.0005825558\n", - "68 0.146790629 -0.0975064432 -0.0954271858 0.0634393520 -0.0542746964\n", - "69 0.142004204 0.2756289523 0.0716666128 0.1037144308 0.2493010769\n", - "70 0.090552421 0.0762940316 0.0223664831 0.0407851662 0.2043854839\n", - "71 -0.115764094 0.1164999602 -0.2229245570 -0.1020553608 0.0653304346\n", - "72 -0.107653268 0.0924578585 0.1703691689 0.1553777072 -0.0861273599\n", - "73 0.031425872 0.0828334338 -0.0422974950 -0.2273355205 0.1044121476\n", - "74 0.043319486 -0.0117224642 0.2657254211 -0.0399888635 -0.0965755583\n", - "75 0.039992475 -0.1836120117 -0.1206742117 0.0042639382 0.1854455958\n", - "76 -0.078766653 0.1278964796 0.0443723688 -0.0221792303 0.0727227748\n", - "77 0.105159431 0.1245705053 -0.0050727719 -0.0286760776 0.0505985339\n", - "78 -0.237300241 0.0954985720 -0.1705574844 -0.2182446650 0.0542822004\n", - "79 -0.005931650 0.0881865829 -0.1142975040 -0.2204068321 -0.0983356656\n", - "80 -0.033313849 -0.0870482995 0.0868931413 -0.0859744529 0.0677349340\n", - "81 -0.052463350 -0.0090868076 0.2746406756 -0.0632008463 0.0254944111\n", - "82 -0.193695663 -0.0163786153 0.1205659446 0.0167311850 -0.0180459786\n", - "83 -0.196423394 0.2193850779 0.0072282742 -0.0636853566 0.1804742127\n", - "84 0.047203144 0.1179789811 0.0366684142 0.0940407818 0.2535420377\n", - "85 -0.053869472 0.0749701022 -0.0692947886 0.0953058438 -0.0326938247\n", - "86 -0.060175868 -0.2124278362 0.1464363661 0.0320182342 -0.0552875210\n", - "87 -0.026645817 0.2245257013 -0.0470860581 -0.1574717388 0.0050106007\n", - "88 0.010450061 -0.2075161178 -0.2324985391 0.1103285005 0.0352757599\n", - "89 0.190923911 -0.0614704426 0.1145814312 -0.0134170623 0.1114608217\n", - "90 0.087624726 -0.1616289660 0.0860321187 0.0014490394 0.2551915110\n", - " govsh41 gvxdxe41 high65 highm65 highf65\n", - "1 -1.471987546 -0.9004416983 -39.873159017 -52.476943678 -2.795664e+01\n", - "2 -0.118040167 -0.1761310164 27.828999065 33.317901653 2.289620e+01\n", - "3 -0.134584551 -0.0828253997 -3.108205431 -3.752775372 -2.444485e+00\n", - "4 -0.014735908 0.0203362565 15.459547610 16.889914708 1.402297e+01\n", - "5 0.056625982 0.0293599578 0.552532027 1.326308925 2.389770e-02\n", - "6 0.097684435 -0.0258845233 27.757776151 30.315916505 2.543009e+01\n", - "7 0.064447520 0.0711908145 -1.327285501 -5.340780973 2.541172e+00\n", - "8 0.124565485 0.0109849206 -6.618572100 -4.821824488 -8.278800e+00\n", - "9 0.047224194 0.0577567317 -1.913064128 -1.051466657 -2.638829e+00\n", - "10 0.023711621 0.0736460129 -0.676055717 -0.757739405 -5.154032e-01\n", - "11 -0.059829507 -0.0267299574 -1.488168374 -0.732419768 -2.101216e+00\n", - "12 0.116222297 0.0582890346 4.140445000 6.514845968 1.922559e+00\n", - "13 -0.096940213 -0.0653364890 1.084056793 2.016872722 1.221480e-01\n", - "14 -0.043830665 -0.0588391213 -0.882004756 -0.666721921 -1.093460e+00\n", - "15 -0.016175509 0.0104897038 -2.621813904 -1.666841099 -3.330331e+00\n", - "16 -0.043367030 -0.0132893118 0.026366157 0.429051863 -2.854493e-01\n", - "17 0.002478283 -0.0422884524 -1.986636818 -1.933203585 -2.127138e+00\n", - "18 -0.141353603 -0.1114727915 2.000724213 2.799946347 9.848603e-01\n", - "19 0.023107149 -0.0091326635 3.123476523 3.936773903 2.340056e+00\n", - "20 0.033661226 -0.0278738727 -2.616505320 -2.810589244 -2.448256e+00\n", - "21 0.120159544 0.1323875010 -4.590094662 -4.394901872 -4.770150e+00\n", - "22 0.200646421 0.1278615425 7.677504710 7.184559696 8.137692e+00\n", - "23 0.080444803 0.0177767742 -1.025694662 -2.850093598 6.109686e-01\n", - "24 0.104652795 -0.1020463306 -1.625787994 -1.868832377 -1.428181e+00\n", - "25 -0.163545379 -0.1490354975 -1.687806143 -0.331866721 -2.989821e+00\n", - "26 -0.340695885 -0.3298477891 -4.371693324 -4.781230755 -4.013480e+00\n", - "27 -0.104235270 -0.0380527342 3.827336430 5.005537623 2.646267e+00\n", - "28 -0.096341871 -0.1068082538 -20.947487118 -21.962538477 -1.994911e+01\n", - "29 0.039063751 0.1373922086 0.115157046 -4.955975257 4.483880e+00\n", - "30 -0.056817335 -0.1008248951 0.030395693 0.003880934 5.463852e-01\n", - "31 -0.072144828 -0.1028637813 -0.190492408 0.034518873 -7.485600e-02\n", - "32 -0.010896149 0.0358936841 0.142164514 -0.178877344 -6.569346e-02\n", - "33 -0.063364588 -0.1295918008 0.117953404 -0.064824086 -9.264514e-02\n", - "34 -0.039566969 0.1362871018 0.176733933 -0.047079281 3.430510e-01\n", - "35 0.003530943 -0.0485245525 0.037457122 -0.065903891 -2.880831e-02\n", - "36 -0.033187937 0.0068665366 -0.064160030 -0.246409265 3.585738e-02\n", - "37 -0.011173066 0.0400544373 -0.074355607 -0.017024038 1.316487e-01\n", - "38 0.013094567 -0.1338766171 0.062050719 -0.112093404 -2.096554e-01\n", - "39 0.160115508 0.0082500113 0.032908666 -0.088554851 1.075955e-01\n", - "40 0.169008196 -0.0548892936 -0.151217299 -0.162660900 -6.813594e-02\n", - "41 0.178415700 0.1182231480 -0.150838387 -0.009496561 4.798555e-02\n", - "42 -0.093877656 0.0098477456 -0.013497161 -0.143966141 -2.774291e-01\n", - "43 0.194891544 -0.1408172360 0.037069774 -0.124370125 -1.387455e-01\n", - "44 0.150848656 0.0050336675 -0.195132244 0.113272046 -3.664392e-02\n", - "45 -0.178275449 -0.1406392380 -0.080246631 -0.083046128 -1.528946e-01\n", - "46 0.015414869 -0.0381850615 -0.029236435 -0.006305308 -9.719851e-02\n", - "47 0.166089248 0.0586078142 -0.004322360 0.072392045 3.473392e-03\n", - "48 -0.105615900 -0.1135953670 0.099505969 0.053514029 -3.355613e-03\n", - "49 0.076148377 -0.0912740749 -0.150184172 0.169253399 -3.173499e-02\n", - "50 0.406081038 -0.0854772997 0.012347332 0.082819332 -7.819480e-02\n", - "51 -0.025579782 -0.0299533964 -0.027349853 0.152162321 3.114539e-02\n", - "52 0.200398927 0.2564056157 0.063853496 -0.105540817 5.381442e-02\n", - "53 -0.115723815 0.0004186494 0.602373601 0.046749345 1.240996e-01\n", - "54 0.212599848 0.0793794820 -0.002670080 -0.058474298 -1.043228e-01\n", - "55 0.237961874 0.1025239776 -0.037399128 -0.071899300 -2.606315e-02\n", - "56 0.076980170 0.0692039477 0.071166775 -0.059848451 5.025383e-02\n", - "57 -0.138865770 0.1446292032 -0.037311892 -0.060450362 1.024774e-02\n", - "58 0.005094933 -0.0018323921 0.022985151 0.071211164 -5.911649e-02\n", - "59 0.027845730 0.0578378317 -0.002801637 -0.065483351 -9.867800e-02\n", - "60 -0.039993955 -0.1576589675 -0.037523147 0.104913529 -2.394214e-01\n", - "61 -0.156028408 0.0429114964 -0.185326562 -0.022636723 7.085528e-02\n", - "62 0.226385215 -0.0496294970 0.042803544 0.040543924 -5.896538e-02\n", - "63 0.064554677 0.0453269876 0.009949948 -0.031633741 -1.997801e-04\n", - "64 0.019114593 -0.0060474177 -0.107910971 0.150169695 -4.751655e-02\n", - "65 -0.001680077 0.2269631823 -0.012530705 -0.166420949 1.606267e-02\n", - "66 -0.013049933 0.1093528602 -0.212713165 -0.277098557 -4.123799e-02\n", - "67 0.060792193 -0.1585124117 0.044299408 0.036339223 1.391533e-01\n", - "68 0.064650929 -0.1625114704 -0.203149570 0.092321913 -5.516680e-02\n", - "69 -0.137160147 -0.0778290848 -0.044172664 -0.123203328 4.530612e-03\n", - "70 -0.054126916 -0.1339556673 0.030348719 -0.104365130 1.544294e-01\n", - "71 0.015430688 -0.0244033155 -0.045521565 0.013540917 1.053986e-01\n", - "72 -0.085558862 0.1171295341 -0.095220755 0.118614917 2.875366e-02\n", - "73 -0.066303693 -0.2944676850 0.078911946 -0.011602178 4.545389e-02\n", - "74 0.088837811 -0.0274486765 0.117488981 0.173734546 2.600695e-01\n", - "75 -0.125040068 -0.1918263232 -0.124086830 -0.073411432 -1.827989e-01\n", - "76 0.119089581 -0.1061599027 0.062304638 0.176081016 2.478748e-01\n", - "77 0.192139874 -0.0245364663 0.063377802 -0.116065637 -6.533746e-02\n", - "78 -0.148249876 -0.1547235278 0.063506295 -0.114873560 9.257060e-02\n", - "79 -0.023842961 0.1966688029 -0.052409566 0.074369935 4.328515e-02\n", - "80 -0.044218581 -0.0497412867 0.010618259 -0.210510345 -2.164255e-01\n", - "81 -0.156314329 0.1084389537 -0.218348086 0.026342834 3.655865e-02\n", - "82 -0.143703662 0.2841227974 0.134570896 0.347609084 -3.229711e-02\n", - "83 -0.134434744 -0.0135749923 0.118962684 -0.022800525 -9.077034e-02\n", - "84 -0.094134277 0.0537921910 -0.102449596 -0.115993893 1.357496e-01\n", - "85 0.003729487 0.0503662801 -0.144393873 -0.063290449 -2.801619e-02\n", - "86 -0.208117533 0.0138306482 -0.047163776 0.066667095 2.575238e-01\n", - "87 0.044454060 -0.2004653468 0.041782680 -0.146297297 -2.943170e-01\n", - "88 0.042881687 -0.0401530196 -0.158924952 0.106348562 1.769916e-01\n", - "89 0.056419477 -0.0375439095 0.054277526 0.273227090 1.865601e-02\n", - "90 0.164925150 0.0104106736 0.132362667 0.224663642 1.640277e-01\n", - " highc65 highcm65 highcf65 human65 humanm65\n", - "1 -23.295445430 -3.257989e+01 -14.511692183 -3.998584e+01 -44.571671165\n", - "2 12.425597458 1.669137e+01 8.601560652 1.917147e+01 17.515555071\n", - "3 -2.151390957 -2.571432e+00 -1.695826763 1.148701e-01 0.654557235\n", - "4 7.316674558 8.011896e+00 6.605436076 3.014233e+00 2.786102102\n", - "5 1.059181028 1.982027e+00 0.335812078 1.089371e+00 1.228334990\n", - "6 14.453527723 1.711490e+01 12.039969992 6.686989e+00 6.624636335\n", - "7 -0.730218627 -3.812589e+00 2.235217146 -2.150704e+00 -2.831339525\n", - "8 -2.594694580 -9.648185e-01 -4.127835720 -1.216359e+00 -0.258590629\n", - "9 0.536954622 7.698739e-01 0.397254692 2.295841e+00 2.995362236\n", - "10 -0.478313753 -4.181767e-01 -0.458937618 8.421566e-01 0.113754968\n", - "11 0.351787620 5.364784e-01 0.259092040 2.707380e+00 2.164560869\n", - "12 2.579035834 4.550370e+00 0.744919215 4.893852e+00 5.212098474\n", - "13 0.520539951 1.146952e+00 -0.139241106 -1.788276e-01 0.758999545\n", - "14 -1.244245715 -1.843141e+00 -0.671506959 -8.826047e-01 -0.696972158\n", - "15 -1.287362983 -5.100967e-01 -1.888334874 2.401150e+00 2.545050892\n", - "16 0.359343388 6.059975e-01 0.216020053 -1.104544e+00 -1.110166253\n", - "17 -0.046033239 3.684578e-01 -0.505415953 -1.296555e+00 -1.953448836\n", - "18 0.177837011 3.710989e-01 -0.188285726 -1.459698e+00 -0.857104052\n", - "19 2.216058043 2.607069e+00 1.811275975 -3.858404e-01 -0.230909787\n", - "20 -0.871844483 -8.987198e-01 -0.880366353 -3.621261e+00 -3.173962636\n", - "21 -2.466657146 -2.374200e+00 -2.567123869 2.550738e-01 0.456515936\n", - "22 0.306078119 2.430307e-01 0.342290245 2.087299e+00 1.667024607\n", - "23 -0.270964667 -1.438487e+00 0.778799649 -7.602852e-01 -0.289272896\n", - "24 0.035979092 2.022392e-01 -0.160421623 -7.845981e-01 -0.469955660\n", - "25 0.086513206 9.065728e-01 -0.704337553 -1.033043e+00 -0.976120366\n", - "26 -2.751524591 -2.613667e+00 -2.904923268 -3.512874e+00 -3.383760735\n", - "27 2.967421721 4.330757e+00 1.627517651 -1.011285e-02 1.044435990\n", - "28 -5.215036295 -6.170469e+00 -4.283201134 -3.290549e+00 -3.593786086\n", - "29 -2.108794646 -5.500542e+00 0.955899498 -1.410239e-01 -0.902347256\n", - "30 0.596333617 9.301168e-01 0.682829110 -1.125924e+00 -1.419736415\n", - "31 7.033076378 7.668672e+00 6.462851867 1.439940e+00 1.643255222\n", - "32 -0.042237571 1.674158e+00 -1.605062327 -9.022139e-01 -1.054446329\n", - "33 -0.137957296 -1.072027e-01 -0.087859903 -8.995006e-01 -0.458727561\n", - "34 -0.029930446 -1.717295e-02 -0.134070986 6.652231e+00 7.137475106\n", - "35 -0.032990804 6.199164e-02 -0.035281027 8.985409e-02 1.549435641\n", - "36 0.007136651 2.227108e-01 -0.130317554 2.092926e-01 -0.045351641\n", - "37 0.069826550 2.545352e-01 -0.049373267 1.555940e-01 -0.081913294\n", - "38 -0.074419482 -2.270743e-02 -0.196221291 5.486898e-02 0.118023083\n", - "39 -0.063354212 -1.241503e-02 -0.175190060 1.582132e-02 -0.175673058\n", - "40 0.081067954 4.220637e-02 0.119521842 -5.995849e-02 0.025017408\n", - "41 0.017929380 -2.047274e-02 0.080991548 -2.743306e-01 0.162007690\n", - "42 -0.114606297 1.224133e-01 0.043121543 3.742819e-02 0.013254006\n", - "43 0.067907286 -6.846828e-02 0.069251114 -1.476424e-02 0.295296876\n", - "44 0.046327926 -2.478581e-01 -0.139733680 -6.993155e-02 0.059032318\n", - "45 0.043385725 1.600908e-01 -0.145515558 -1.399927e-01 0.006104120\n", - "46 0.015217878 -6.112436e-02 -0.067375029 3.219240e-02 0.130975636\n", - "47 0.161493617 -1.063825e-01 0.052929116 -3.648589e-01 -0.070062600\n", - "48 0.146730786 5.173316e-02 0.008031629 -9.857719e-02 0.025510859\n", - "49 0.067712116 2.111492e-02 0.198133285 3.561438e-02 0.238643295\n", - "50 0.097086421 -1.097971e-01 0.065664851 -7.708606e-02 0.083884604\n", - "51 -0.089469096 -7.246001e-03 0.105155945 3.670649e-02 0.191362375\n", - "52 -0.095096240 -1.326684e-01 0.195782640 1.956968e-01 -0.008852945\n", - "53 0.430005669 -4.727123e-02 -0.010539771 2.098051e-01 0.055744785\n", - "54 -0.170902093 7.477907e-02 0.021444068 1.947994e-02 0.168089654\n", - "55 0.070021017 -7.371201e-02 0.148864786 -1.246985e-01 -0.106180521\n", - "56 0.068806363 3.606530e-02 0.083569023 -3.016815e-02 0.034897750\n", - "57 -0.029545726 1.258722e-01 -0.117211262 1.991174e-01 -0.016570257\n", - "58 -0.015775779 5.178851e-02 -0.119545330 6.299165e-02 -0.039553346\n", - "59 0.012432208 -6.168311e-02 -0.112433313 -7.754410e-02 0.082041946\n", - "60 -0.365220352 -1.474425e-01 -0.027552378 -1.152007e-01 0.099700987\n", - "61 0.127420109 1.956357e-01 -0.127543875 -1.701345e-01 0.055431207\n", - "62 -0.002640095 -4.316640e-02 0.126630269 -1.017473e-01 -0.182112822\n", - "63 -0.107936742 -1.367855e-01 -0.201378270 1.433417e-01 0.014251164\n", - "64 -0.169998002 1.695811e-01 0.055898147 -1.735459e-01 -0.091557350\n", - "65 -0.107895112 -7.809880e-02 0.037652102 1.307247e-01 -0.075484707\n", - "66 0.172493338 -4.655914e-02 -0.197192433 -1.127485e-01 -0.068412296\n", - "67 -0.117995987 -8.260836e-03 0.008999355 1.862947e-01 -0.457698156\n", - "68 -0.012648104 -6.787897e-02 -0.030103791 2.272454e-03 0.158819159\n", - "69 0.027777431 -7.245877e-04 0.095425692 5.163837e-02 0.158403414\n", - "70 -0.079786388 8.651047e-02 -0.009057020 -7.669560e-02 -0.221155838\n", - "71 0.043055816 4.989882e-02 0.000349263 -3.062370e-02 -0.194119930\n", - "72 0.079778184 -8.170587e-02 0.141084721 -4.414684e-05 0.185291202\n", - "73 0.141880725 1.123038e-01 -0.088893504 -4.466814e-02 0.003325126\n", - "74 -0.172948854 -1.055814e-01 -0.072915368 2.721250e-02 -0.019513427\n", - "75 -0.119923550 -2.709382e-02 -0.193261685 -1.084151e-01 -0.066261118\n", - "76 -0.079444093 -1.291938e-01 -0.181779189 -4.998970e-02 0.059249187\n", - "77 -0.236938358 1.901619e-01 0.088299747 1.833934e-01 0.062215367\n", - "78 -0.092032575 -1.352313e-02 -0.186935044 2.118628e-01 -0.126370304\n", - "79 -0.028442456 -4.063299e-02 0.075946082 -1.694153e-02 -0.145943310\n", - "80 -0.192639845 -4.816094e-02 -0.218884642 -1.605085e-01 0.235331317\n", - "81 0.152190488 -5.346774e-02 -0.310500026 4.383768e-02 -0.046444486\n", - "82 -0.020550663 -1.197728e-02 -0.132721903 -3.898062e-01 0.133243272\n", - "83 -0.271818179 -1.432672e-01 0.040194435 -2.994228e-02 -0.017190588\n", - "84 0.094542250 1.126029e-01 -0.115639704 3.660205e-02 0.076404422\n", - "85 0.152620267 -1.793225e-02 -0.077586824 -1.489523e-02 -0.155693990\n", - "86 -0.080661454 2.045761e-01 -0.052867024 1.572244e-01 -0.046220642\n", - "87 0.129380551 4.531652e-02 -0.169672451 1.379369e-01 0.137507135\n", - "88 -0.039745606 -2.455481e-01 0.032093188 1.890382e-02 0.085524244\n", - "89 -0.105150291 -1.263969e-01 0.260380794 5.119998e-02 0.131603927\n", - "90 0.100306153 5.276746e-01 0.216227269 1.118908e-01 0.074272749\n", - " humanf65 hyr65 hyrm65 hyrf65 no65\n", - "1 -3.553736e+01 -1.263435e+00 -1.700989e+00 -8.493878e-01 -3.294124e+02\n", - "2 2.084188e+01 8.050173e-01 1.000347e+00 6.300012e-01 -2.258212e+02\n", - "3 -3.754765e-01 -1.050570e-01 -1.268907e-01 -8.245313e-02 -1.186097e+01\n", - "4 3.215982e+00 4.557786e-01 4.980536e-01 4.125553e-01 -8.391738e+00\n", - "5 1.099920e+00 3.250738e-02 6.627237e-02 6.563675e-03 -1.888493e+01\n", - "6 6.764250e+00 8.445308e-01 9.484165e-01 7.494023e-01 -2.277002e+01\n", - "7 -1.483084e+00 -4.143819e-02 -1.836435e-01 9.562103e-02 -9.686959e+00\n", - "8 -2.171927e+00 -1.843855e-01 -1.159238e-01 -2.481189e-01 2.354008e+01\n", - "9 1.685350e+00 -2.697101e-02 -5.191159e-03 -4.477528e-02 -5.873643e+01\n", - "10 1.578350e+00 -2.324200e-02 -2.372368e-02 -1.957273e-02 -2.616253e+01\n", - "11 3.318378e+00 -2.280421e-02 -3.970885e-03 -3.670046e-02 -6.849126e+01\n", - "12 4.549554e+00 1.344683e-01 2.212204e-01 5.339023e-02 -4.319569e+01\n", - "13 -1.146978e+00 3.183457e-02 6.369563e-02 1.161543e-04 8.247025e+00\n", - "14 -1.060765e+00 -4.244148e-02 -5.028865e-02 -3.533428e-02 2.345494e+01\n", - "15 2.312773e+00 -7.805810e-02 -4.359036e-02 -1.043731e-01 -3.078403e+01\n", - "16 -1.011704e+00 7.412393e-03 2.096768e-02 -1.549068e-03 1.032884e+01\n", - "17 -6.431843e-01 -4.092059e-02 -3.159976e-02 -5.237976e-02 -1.314137e+01\n", - "18 -2.111212e+00 4.331754e-02 6.354172e-02 1.580296e-02 2.151147e+01\n", - "19 -5.923445e-01 1.067584e-01 1.303035e-01 8.313118e-02 -2.317953e+00\n", - "20 -4.036146e+00 -7.015621e-02 -7.415604e-02 -6.651849e-02 4.550062e+01\n", - "21 7.856326e-02 -1.414248e-01 -1.362300e-01 -1.465319e-01 -1.262751e+01\n", - "22 2.531633e+00 1.597078e-01 1.487986e-01 1.695824e-01 6.014650e+00\n", - "23 -1.274400e+00 -2.625406e-02 -8.562314e-02 2.781847e-02 8.370349e+00\n", - "24 -1.111621e+00 -3.191328e-02 -3.341932e-02 -3.143276e-02 2.409247e+01\n", - "25 -1.071384e+00 -3.197530e-02 1.151923e-02 -7.421368e-02 -1.623576e+00\n", - "26 -3.678832e+00 -1.424596e-01 -1.476841e-01 -1.383230e-01 3.021067e+01\n", - "27 -1.042485e+00 1.354812e-01 1.867657e-01 8.526395e-02 3.242421e+01\n", - "28 -2.997160e+00 -5.236526e-01 -5.626367e-01 -4.850926e-01 1.813753e+00\n", - "29 5.390560e-01 -4.133475e-02 -2.091613e-01 1.088310e-01 -8.386162e+00\n", - "30 -6.827413e-01 1.178126e-02 1.825103e-02 2.433233e-02 -1.734266e+00\n", - "31 1.213616e+00 1.406152e-01 1.532817e-01 1.288181e-01 -4.046741e+00\n", - "32 -7.778233e-01 -2.861669e-04 3.331408e-02 -3.200148e-02 1.298313e+00\n", - "33 -1.363391e+00 9.751300e-05 -1.140347e-04 -1.675746e-03 1.333028e+00\n", - "34 6.175279e+00 -6.319483e-04 -5.916627e-06 4.936864e-06 -3.462805e+01\n", - "35 -1.491500e+00 -7.186094e-05 -1.635011e-04 5.839045e-05 -3.516055e+00\n", - "36 1.776053e-01 -3.532643e-05 -1.471054e-04 -4.144354e-05 -4.482191e+00\n", - "37 2.225577e-01 2.170051e-03 3.441279e-04 -2.318654e-04 4.711253e+00\n", - "38 -1.437930e-02 2.337580e-01 1.956169e-03 3.132999e-06 1.282496e+01\n", - "39 4.043261e-02 -1.648913e-01 1.356250e-01 2.358629e-03 -1.232016e+01\n", - "40 3.627446e-01 2.470421e-01 -6.997288e-02 -2.448982e-01 -5.556892e+01\n", - "41 -9.055581e-02 1.883085e-02 -1.077195e-01 3.137930e-02 1.265095e-01\n", - "42 -3.413143e-02 5.448576e-02 1.018501e-01 7.990644e-02 7.259251e-02\n", - "43 -8.069611e-04 1.423680e-01 2.632543e-01 1.383383e-01 9.733232e-02\n", - "44 1.608468e-01 3.632728e-03 1.023097e-01 6.376222e-02 1.454975e-01\n", - "45 -2.393218e-01 6.757591e-02 -2.099759e-02 -5.788188e-02 -9.457123e-03\n", - "46 4.500527e-02 9.862411e-02 -2.782562e-02 -7.728016e-02 2.900412e-01\n", - "47 -2.322513e-01 -1.342637e-01 1.320996e-01 -3.754426e-02 -2.641743e-01\n", - "48 -6.973559e-02 2.857118e-02 4.167472e-02 -1.328567e-01 2.264139e-01\n", - "49 -7.280743e-02 2.209526e-01 2.344872e-01 -2.051054e-01 -1.190768e-02\n", - "50 5.061591e-02 1.918791e-01 -4.190413e-02 1.088238e-01 -9.849608e-02\n", - "51 -3.659958e-03 -3.620496e-01 1.704616e-01 -8.028941e-02 2.011379e-01\n", - "52 1.046816e-01 8.603649e-03 -2.766250e-01 -4.653326e-02 8.597357e-02\n", - "53 1.122502e-01 -1.188274e-01 -5.109892e-02 1.003319e-01 2.166433e-02\n", - "54 -2.044753e-01 1.375967e-03 -2.879958e-03 1.235017e-01 -1.216385e-01\n", - "55 8.732667e-02 -5.675101e-02 1.559913e-01 4.180609e-02 -5.627882e-02\n", - "56 3.453198e-02 1.957699e-01 3.071232e-01 -1.182558e-02 9.118470e-02\n", - "57 -2.395378e-02 -3.484472e-01 7.533346e-02 -9.995684e-02 -1.684113e-01\n", - "58 -2.374795e-01 -8.073275e-02 5.289767e-03 7.248129e-02 7.444421e-02\n", - "59 6.261611e-03 -5.514747e-02 -7.209155e-02 -9.884415e-02 8.740999e-02\n", - "60 1.840552e-01 1.543123e-02 -1.043446e-01 -1.443402e-02 9.410745e-02\n", - "61 -1.860931e-02 -3.077449e-02 -1.084653e-01 1.586919e-01 -1.365465e-01\n", - "62 -3.775380e-02 -1.262412e-02 1.053602e-01 -6.937602e-04 4.380718e-03\n", - "63 2.555844e-02 1.188005e-01 -4.417781e-02 -7.305505e-02 9.324881e-03\n", - "64 4.930614e-02 2.098447e-01 9.135848e-03 5.697717e-02 -4.576879e-02\n", - "65 2.480246e-02 -1.656960e-02 -5.561628e-02 3.726637e-02 -7.209736e-02\n", - "66 -6.019801e-02 -2.920597e-01 3.315240e-02 -2.968488e-01 7.185450e-02\n", - "67 -3.084742e-02 -8.043443e-02 -5.338597e-02 1.391831e-01 -2.652523e-01\n", - "68 -1.300375e-01 4.816840e-02 2.422936e-01 -2.484447e-01 1.271247e-01\n", - "69 1.177800e-02 5.746891e-02 1.886280e-01 1.486477e-01 -4.130610e-02\n", - "70 2.904501e-01 1.623610e-01 -3.461993e-02 5.465696e-03 1.065292e-01\n", - "71 1.355960e-01 9.050617e-02 -1.580696e-01 -3.873810e-02 -4.508108e-02\n", - "72 1.474909e-01 4.277946e-02 -7.302034e-02 9.360003e-02 1.229901e-01\n", - "73 1.588506e-01 -5.945921e-02 -5.591609e-02 1.683103e-02 -7.594513e-02\n", - "74 -1.110366e-01 -1.043098e-02 -1.594922e-01 1.898016e-01 -1.591006e-01\n", - "75 1.756673e-01 -1.306745e-01 6.277391e-02 -1.258154e-01 1.209519e-02\n", - "76 -8.094750e-03 2.196768e-01 3.374048e-01 1.956151e-01 -1.072055e-01\n", - "77 -3.572971e-02 -5.489974e-02 3.210008e-02 -8.862732e-02 -1.388764e-01\n", - "78 1.487031e-01 -5.981833e-02 2.753023e-02 5.202731e-02 3.009064e-01\n", - "79 2.389641e-02 1.159266e-01 -1.149538e-01 -2.057191e-01 -1.008912e-01\n", - "80 -1.689465e-01 -9.584642e-03 7.036994e-02 -2.820821e-01 -2.530185e-01\n", - "81 1.285937e-01 -4.231319e-02 -1.203238e-01 -1.590462e-01 -5.270397e-02\n", - "82 4.804256e-02 -4.318501e-02 -9.636042e-02 5.430336e-02 2.553212e-01\n", - "83 -1.170082e-01 1.030578e-01 7.642407e-02 4.976112e-04 2.947388e-03\n", - "84 -1.793390e-01 2.358712e-02 -8.376638e-02 -1.731567e-01 1.113578e-01\n", - "85 -7.333239e-02 -1.784306e-01 6.457337e-02 -1.158524e-02 -8.038637e-02\n", - "86 -6.305713e-02 -1.411398e-01 -3.214047e-01 -1.669837e-02 -2.268591e-01\n", - "87 -2.036479e-01 1.412561e-01 -1.789736e-01 1.018520e-01 3.203223e-02\n", - "88 -1.784474e-01 -1.769009e-02 8.617579e-02 2.455155e-01 -8.006220e-03\n", - "89 2.426600e-01 -9.844690e-02 -8.135443e-03 -1.472834e-01 2.100751e-01\n", - "90 8.687218e-03 -9.351549e-02 -2.034710e-01 -1.088599e-01 1.647125e-01\n", - " nom65 nof65 pinstab1 pop65 worker65\n", - "1 -2.751171e+02 -3.825766e+02 -1.083014112 -3.778160e+05 -3.503181733\n", - "2 -1.898883e+02 -2.609812e+02 -0.245847389 -9.918344e+04 0.115957885\n", - "3 -1.921985e+01 -5.107572e+00 -0.168060504 -2.212009e+04 0.152985194\n", - "4 -9.393891e+00 -7.462556e+00 0.296558745 2.426559e+05 -0.002230213\n", - "5 -2.103191e+01 -1.875531e+01 -0.082263040 -3.391142e+05 0.114043328\n", - "6 -2.123203e+01 -2.448395e+01 -0.089006202 1.977308e+05 0.148275053\n", - "7 -2.947514e+00 -1.656168e+01 0.066198117 -9.993981e+04 -0.002204326\n", - "8 1.564941e+01 3.170598e+01 0.322302091 1.812754e+05 -0.101740659\n", - "9 -6.229026e+01 -5.611515e+01 -0.218378106 -2.892782e+04 -0.031765979\n", - "10 -1.452196e+01 -3.777780e+01 -0.356400619 2.157033e+05 0.099181512\n", - "11 -5.511653e+01 -8.261045e+01 -0.109900430 -1.665192e+05 0.087563414\n", - "12 -3.947236e+01 -4.639319e+01 -0.369873822 1.269297e+05 0.199790822\n", - "13 3.821045e-01 1.656698e+01 -0.145595756 1.673128e+05 0.024891374\n", - "14 1.893386e+01 2.785332e+01 -0.081546118 -7.556834e+04 -0.176743851\n", - "15 -2.926008e+01 -3.259336e+01 -0.257924479 1.736783e+05 0.263297454\n", - "16 8.928182e+00 1.043537e+01 -0.007674059 3.226522e+04 -0.064605181\n", - "17 -3.828948e+00 -2.292338e+01 0.004255152 -3.044467e+04 -0.082777734\n", - "18 1.567621e+01 2.782974e+01 -0.022672828 -3.220386e+04 -0.047574922\n", - "19 2.372458e-01 -4.074106e+00 -0.340048964 2.089422e+04 -0.113025495\n", - "20 3.761496e+01 5.248857e+01 0.140004820 -7.556917e+04 -0.074751318\n", - "21 -1.402113e+01 -1.161840e+01 -0.210379136 4.856378e+04 0.060625320\n", - "22 1.195786e+01 -4.860945e-01 -0.515296868 -8.504113e+04 0.060547244\n", - "23 -2.097104e+00 1.917210e+01 0.146211326 4.938241e+04 0.036104949\n", - "24 2.074578e+01 2.762176e+01 0.177402643 1.662402e+04 -0.036145926\n", - "25 2.535392e-01 -3.474034e+00 0.002595501 5.965340e+04 -0.066139127\n", - "26 2.623436e+01 3.451487e+01 0.179138632 -6.057333e+04 -0.059783950\n", - "27 2.156273e+01 4.266274e+01 0.143931570 9.126173e+03 0.020013261\n", - "28 4.757609e+00 -1.053157e+00 0.064419463 4.113919e+04 -0.009624690\n", - "29 -5.977607e+00 -1.052072e+01 -0.256367038 4.539703e+04 -0.028036738\n", - "30 1.306876e+00 -6.136894e+00 -0.278240190 9.417022e+04 0.088311186\n", - "31 -5.557580e+00 -2.209984e+00 -0.160369178 4.912413e+04 -0.045298401\n", - "32 -5.250833e-01 3.410677e+00 -0.261792002 2.914691e+04 0.050942730\n", - "33 1.689218e+00 1.783159e+00 -0.426139610 8.924389e+04 0.034135643\n", - "34 -3.835366e+01 -3.097278e+01 0.049862365 -2.607243e+04 0.072520569\n", - "35 -2.258383e+01 1.474934e+01 0.087695315 3.786921e+04 0.022472208\n", - "36 -3.052514e+00 -8.215095e+00 0.272450322 -1.985433e+05 -0.078070824\n", - "37 8.648573e+00 8.985755e-01 0.123761646 -6.855825e+04 -0.005918163\n", - "38 1.123214e+01 1.405249e+01 0.141371743 3.672025e+04 -0.013326180\n", - "39 -1.449042e+01 -1.014397e+01 0.384330820 2.776617e+04 0.039296393\n", - "40 -5.521128e+01 -5.568903e+01 0.233722467 -3.124914e+04 -0.008287714\n", - "41 1.452477e+01 -1.370893e+01 -0.133138275 7.937931e+04 -0.065403306\n", - "42 6.243896e-02 8.467530e-01 0.025618928 -1.002462e+05 -0.041345250\n", - "43 -7.027481e-03 8.437692e-03 1.435011230 -2.864883e+04 -0.039188748\n", - "44 -5.101943e-02 -3.434955e-01 0.062473830 -3.816467e+05 -0.050346702\n", - "45 -2.990887e-01 -7.304603e-02 -0.137086343 -2.142756e-01 -0.315806651\n", - "46 -1.400871e-02 -1.213552e-01 -0.051104710 2.256061e-01 0.132929306\n", - "47 2.340261e-01 1.268634e-01 0.087128808 3.334819e-01 0.127555933\n", - "48 1.956662e-01 6.170384e-02 -0.070656623 -3.685820e-02 0.126647995\n", - "49 -4.201494e-02 7.020118e-02 -0.294305211 -3.862004e-02 -0.044202887\n", - "50 1.325750e-01 -2.265659e-03 -0.082940477 1.031593e-02 -0.004052852\n", - "51 5.870712e-03 8.635196e-02 0.140321555 1.956806e-02 0.149850839\n", - "52 -4.730434e-01 4.861206e-02 -0.014667306 2.895260e-02 0.015920175\n", - "53 -4.255175e-02 -4.562359e-02 0.007182727 -1.358547e-01 -0.285016630\n", - "54 4.813830e-02 7.911040e-02 0.101357278 -1.271801e-01 -0.006688091\n", - "55 6.235001e-02 -8.593332e-02 -0.030215557 8.162947e-02 0.051118369\n", - "56 -7.686620e-02 -2.931952e-02 -0.058830147 6.129939e-02 -0.040972181\n", - "57 1.453937e-01 8.856123e-02 -0.015084151 1.364331e-01 0.208368406\n", - "58 -2.996815e-01 2.536022e-01 0.100917677 -5.822735e-02 0.155794479\n", - "59 -1.455521e-01 -1.491387e-02 0.112657074 -3.720700e-03 -0.038120251\n", - "60 -1.004343e-01 -2.384295e-02 -0.102817587 2.619606e-01 -0.028380786\n", - "61 1.622450e-01 -1.028679e-01 -0.081019341 9.867089e-02 -0.142735956\n", - "62 -3.096092e-02 1.507743e-01 -0.487854674 -2.891186e-02 0.211011493\n", - "63 4.082055e-02 -2.456136e-01 0.188465787 2.565671e-01 -0.092592866\n", - "64 6.046724e-02 1.409666e-01 -0.112338435 5.818335e-02 0.108739403\n", - "65 3.017499e-02 -9.705188e-02 0.058836191 6.650482e-02 0.137633300\n", - "66 1.384374e-01 -2.224588e-01 -0.007672148 -1.085361e-01 -0.116775641\n", - "67 9.656644e-02 -1.160787e-01 0.196612492 -5.015593e-03 -0.009173767\n", - "68 -5.126499e-02 9.958250e-02 0.324394918 -4.095973e-02 -0.160058602\n", - "69 -2.047961e-01 6.976829e-03 0.097952458 -3.852037e-02 0.020748923\n", - "70 1.024099e-01 1.652031e-02 -0.004438733 -4.667767e-02 0.310765430\n", - "71 -1.481545e-01 1.250681e-01 -0.158819966 5.678224e-01 -0.063441487\n", - "72 -8.511775e-02 1.253680e-01 0.063327844 -1.427114e-01 0.199580903\n", - "73 -9.937419e-02 1.134394e-02 -0.041204913 -4.924448e-02 -0.096943432\n", - "74 4.031874e-02 -2.277215e-02 -0.134800026 5.692439e-02 0.182640789\n", - "75 -1.636490e-01 1.337081e-01 -0.096538120 2.846140e-02 0.042681932\n", - "76 7.472716e-02 2.771712e-02 0.080445871 1.439926e-01 -0.068904333\n", - "77 -4.442761e-02 -6.097804e-02 -0.130694526 1.151576e-01 0.104160622\n", - "78 1.430541e-01 -1.971678e-01 -0.101089691 1.068943e-01 -0.172391640\n", - "79 -1.732655e-02 -1.902860e-01 0.292523224 1.109490e-02 0.096041921\n", - "80 9.690886e-02 -1.175455e-01 -0.128802274 9.238574e-02 0.393694702\n", - "81 1.801117e-01 -1.016768e-01 0.152558079 1.454390e-01 -0.076338422\n", - "82 1.470800e-01 3.323960e-01 0.085734527 1.407549e-01 -0.211754287\n", - "83 1.476914e-02 -9.947587e-02 -0.050993458 -5.007681e-03 -0.110487697\n", - "84 7.816149e-02 -8.615132e-02 -0.111316806 6.082190e-02 -0.043097724\n", - "85 -1.746758e-01 -1.889551e-01 0.126658301 8.036324e-03 -0.066688774\n", - "86 6.998500e-02 2.435733e-02 -0.012480501 -1.374448e-01 0.054569148\n", - "87 1.634046e-01 2.715237e-01 -0.257494337 -1.667280e-01 -0.076528975\n", - "88 -8.616011e-02 1.204361e-01 -0.114368807 9.048444e-03 0.277087092\n", - "89 4.631095e-02 1.242077e-01 -0.114570918 8.479489e-02 0.238654438\n", - "90 2.337108e-01 4.735319e-02 -0.025892924 -2.175959e-01 -0.058686344\n", - " pop1565 pop6565 sec65 secm65 secf65\n", - "1 -3.5590591791 -5.613818e-01 -1.453193e+02 -1.576912e+02 -1.330444e+02\n", - "2 -0.6734673879 2.656483e-01 8.320153e+01 7.142418e+01 9.470543e+01\n", - "3 -0.0362853584 1.938083e-02 -5.168739e+00 -8.390494e-01 -9.053442e+00\n", - "4 0.1261236161 -9.291799e-02 2.080069e+01 1.587474e+01 2.547231e+01\n", - "5 -0.0901432581 2.708375e-02 3.564981e+00 2.068935e+00 5.434300e+00\n", - "6 -0.1353505681 5.730894e-02 3.842643e+01 3.487297e+01 4.174380e+01\n", - "7 0.0543041520 -7.996572e-03 -2.437211e+01 -2.365434e+01 -2.512819e+01\n", - "8 0.0060421226 -6.315685e-03 -3.097162e+00 1.746939e+00 -7.985268e+00\n", - "9 -0.0004201105 -7.777762e-03 3.979451e+00 8.501828e+00 -7.785267e-02\n", - "10 -0.0551094687 3.489955e-05 7.149989e-02 -4.695590e+00 4.976023e+00\n", - "11 0.0535251239 -3.274502e-02 5.321098e+00 4.064147e+00 6.858299e+00\n", - "12 -0.2143863096 6.882406e-02 4.162852e+01 4.425024e+01 3.877621e+01\n", - "13 -0.0444118814 -1.882191e-02 -2.219613e+00 2.388286e+00 -6.847810e+00\n", - "14 0.1286824483 -3.386462e-02 9.715112e-01 1.594248e+00 3.766220e-01\n", - "15 -0.3691711027 9.322818e-02 -3.258281e+00 -2.166621e+00 -4.113176e+00\n", - "16 -0.0682718008 1.334341e-02 -7.429501e-01 -6.971572e-01 -4.152683e-01\n", - "17 0.0079988741 -4.629305e-04 -1.024351e+01 -1.375337e+01 -6.817539e+00\n", - "18 0.1511319244 -9.597036e-02 -1.730228e+00 2.478590e+00 -5.985576e+00\n", - "19 0.1191625967 -3.808470e-02 6.142754e+00 7.963539e+00 3.985237e+00\n", - "20 0.0819779276 -4.715065e-02 -1.036133e+01 -7.838583e+00 -1.276607e+01\n", - "21 -0.0156665222 7.695082e-03 -5.688088e+00 -7.166953e+00 -4.181077e+00\n", - "22 0.0227981793 1.530364e-03 1.974314e+01 1.664627e+01 2.295718e+01\n", - "23 -0.0157786915 4.064806e-03 -3.373995e+00 -1.234411e+00 -5.542911e+00\n", - "24 -0.0424861575 1.740839e-02 -8.947863e+00 -5.560240e+00 -1.228513e+01\n", - "25 0.0365070491 -3.606612e-02 -2.242232e+00 -1.255213e+00 -2.834451e+00\n", - "26 0.0185774686 -1.137784e-02 -1.494499e+01 -1.307162e+01 -1.700575e+01\n", - "27 0.0010692787 -3.257320e-02 9.627158e+00 1.830094e+01 1.082868e+00\n", - "28 -0.0280736737 2.892172e-02 -1.462211e+01 -1.500712e+01 -1.426739e+01\n", - "29 0.0112536833 -7.919830e-03 1.196610e-01 -2.841253e+00 2.910339e+00\n", - "30 -0.0230701926 3.241352e-02 -1.518469e+01 -1.845694e+01 -1.151003e+01\n", - "31 0.0351510865 -7.585567e-03 1.070762e+01 1.178190e+01 9.452913e+00\n", - "32 0.0015242996 7.422458e-03 -4.112345e+00 -8.208520e+00 -2.649089e-01\n", - "33 0.0024150310 1.324532e-02 -2.460856e+00 1.084304e+00 -5.881166e+00\n", - "34 -0.0308275991 1.544689e-02 3.235403e+01 3.526999e+01 2.949873e+01\n", - "35 -0.0042803047 -4.301629e-03 -1.389095e+00 7.388761e+00 -9.766323e+00\n", - "36 0.0026330802 1.699205e-02 -2.186981e-01 2.120379e+00 -1.429657e+00\n", - "37 0.0310938272 -3.491215e-02 9.836671e-01 2.840978e+00 -8.974848e-01\n", - "38 0.0107247043 -1.177630e-02 8.571351e+00 8.116880e+00 8.950899e+00\n", - "39 0.0102392926 -5.136703e-03 -7.009147e+00 -9.521121e+00 -4.528534e+00\n", - "40 -0.0024289471 -2.350156e-03 -1.166334e+01 -9.899813e+00 -1.342728e+01\n", - "41 -0.0086477360 4.637113e-05 -3.805626e+00 2.870560e+00 -1.018755e+01\n", - "42 -0.0038124254 -8.808971e-03 3.017139e-01 2.163067e+00 -1.261233e+00\n", - "43 0.0108466559 -1.084529e-02 5.249429e+00 6.585613e+00 4.058302e+00\n", - "44 0.0281365640 -2.415395e-02 6.286868e+00 8.885451e+00 3.685859e+00\n", - "45 0.0229803217 -8.496676e-03 9.406269e-01 2.778706e+00 -8.384267e-01\n", - "46 0.0972051051 -4.420268e-02 1.267196e+00 1.366784e+00 1.214586e+00\n", - "47 -0.0764249359 5.961062e-02 -6.496159e+00 -6.774171e+00 -6.279841e+00\n", - "48 0.2058370042 3.278204e-02 -2.754486e+01 -2.771004e+01 -2.728839e+01\n", - "49 -0.0754455023 1.393482e-01 -9.302448e-02 -4.283389e+00 4.078106e+00\n", - "50 -0.4107590851 -2.683173e-01 3.558720e-02 1.745141e-01 -3.657307e-01\n", - "51 0.1140965127 -3.335064e-02 -1.827006e-01 9.926717e-03 2.684024e-02\n", - "52 0.0448049011 1.834204e-01 1.169933e-01 -9.289642e-02 9.902517e-02\n", - "53 -0.1540758115 5.030474e-02 -3.142755e-01 1.337227e-01 -2.213420e-01\n", - "54 -0.2898310469 3.751154e-02 -1.728701e-01 2.068358e-02 -1.481117e-02\n", - "55 -0.0843308482 -1.195843e-01 1.789354e-01 5.761700e-02 4.994489e-02\n", - "56 -0.0039833437 -7.552263e-02 2.328484e-01 -1.633867e-01 5.425149e-02\n", - "57 -0.2985461290 -2.337441e-01 1.103386e-01 9.847390e-02 -1.370013e-01\n", - "58 -0.0853117935 2.107308e-02 -8.885239e-02 -1.141950e-02 -9.663707e-03\n", - "59 0.0025424468 -6.387597e-02 9.919881e-03 -1.689435e-02 7.100982e-02\n", - "60 0.1095073762 1.687017e-01 2.342947e-01 -1.433564e-01 1.694882e-01\n", - "61 -0.0300558810 -4.203843e-02 -3.123258e-02 -1.522281e-01 -5.980300e-02\n", - "62 -0.0232968745 -1.267772e-01 1.068423e-01 1.074131e-01 1.260322e-01\n", - "63 0.0625002016 1.691834e-01 -4.344458e-02 2.190481e-01 -1.832903e-01\n", - "64 0.0246727594 3.100166e-03 7.986268e-02 -3.052716e-01 6.167050e-02\n", - "65 -0.0126038286 -1.753837e-02 3.993130e-02 -2.337350e-01 1.411435e-01\n", - "66 0.2130045467 -1.890461e-01 4.327563e-02 -1.318468e-01 -9.553881e-02\n", - "67 0.1205301622 -7.698496e-02 -1.990943e-01 1.692134e-01 1.445106e-01\n", - "68 -0.2770116212 7.097557e-02 2.702228e-02 -1.524051e-01 1.612940e-01\n", - "69 -0.1078155357 -3.514601e-01 2.099628e-01 1.873865e-01 -5.398323e-01\n", - "70 -0.0577386498 1.468874e-01 1.693886e-01 3.530556e-02 2.094686e-01\n", - "71 -0.0455525910 -6.387960e-02 2.461373e-01 2.083254e-02 -6.272298e-02\n", - "72 0.1079894100 3.374155e-01 -1.300163e-01 9.886103e-02 1.593691e-01\n", - "73 -0.1622471290 6.503293e-02 1.507477e-01 2.216944e-02 -1.748815e-01\n", - "74 0.0544590915 1.044959e-01 -1.759018e-01 2.837641e-01 -8.039771e-02\n", - "75 -0.1428602050 4.136319e-02 -8.428693e-02 -1.336328e-01 2.051170e-01\n", - "76 0.1003059194 -5.809391e-02 5.638412e-02 -2.686999e-02 1.502800e-01\n", - "77 0.3212315992 1.731398e-01 -9.118390e-02 6.438718e-02 -1.941231e-01\n", - "78 0.0186236254 2.870758e-01 1.629343e-01 -9.036487e-03 -1.130965e-01\n", - "79 0.1950618568 -2.595810e-03 -1.322970e-01 6.422883e-02 -1.059728e-01\n", - "80 0.1801627938 2.622809e-02 -1.721457e-01 -2.625846e-01 -2.286580e-01\n", - "81 0.0639130716 -1.759548e-01 -3.931992e-02 -3.058509e-01 -1.398895e-01\n", - "82 -0.0634363620 -7.826202e-02 -7.076407e-02 1.734036e-01 -5.995826e-02\n", - "83 0.2721108925 -1.910805e-01 -8.861504e-02 -1.223607e-01 3.609956e-02\n", - "84 -0.1023888835 -4.068900e-02 -1.509919e-01 -3.065103e-01 -1.291322e-01\n", - "85 0.1373114780 -1.382628e-01 2.991008e-01 -4.860103e-02 2.997279e-02\n", - "86 0.1112657182 1.273494e-01 9.853294e-02 4.965714e-03 -9.610741e-02\n", - "87 0.0149346228 -9.105307e-02 3.336212e-03 -8.963044e-02 1.401404e-01\n", - "88 -0.0455192212 9.210089e-03 -1.518376e-01 2.082174e-01 2.432669e-01\n", - "89 -0.0014513233 -2.808156e-01 -2.556657e-01 2.057684e-01 1.820973e-01\n", - "90 -0.0696003785 -6.756950e-02 -1.777176e-01 -4.787747e-02 -6.772502e-02\n", - " secc65 seccm65 seccf65 syr65 syrm65\n", - "1 -61.134205819 -63.589187376 -5.855062e+01 -8.655997230 -9.917956835\n", - "2 38.360442017 32.049327767 4.447253e+01 5.273209193 5.038918662\n", - "3 -3.301549504 0.380464618 -6.663195e+00 -0.374333213 -0.151442745\n", - "4 12.098414993 8.299703494 1.573404e+01 1.575981119 1.358621822\n", - "5 2.349672850 1.542057371 3.253705e+00 0.473125332 0.494219591\n", - "6 22.002209058 19.855121452 2.397356e+01 3.299012709 3.235050421\n", - "7 -6.422450095 -5.785546972 -7.052492e+00 -1.025985133 -1.244420576\n", - "8 -3.194900598 -0.998270468 -5.411513e+00 -0.398115587 -0.067496484\n", - "9 1.600207271 4.081106887 -6.814949e-01 -0.055922505 0.173571435\n", - "10 0.452369194 -1.942733383 2.868479e+00 0.019230150 -0.217094702\n", - "11 -1.707086974 -2.956609769 -3.787704e-01 -0.179841772 -0.240334387\n", - "12 12.801095492 13.499092188 1.188272e+01 1.895785656 2.165963665\n", - "13 1.883430811 4.989267112 -1.208801e+00 0.266618382 0.631283866\n", - "14 -2.215139822 -1.934381236 -2.459529e+00 -0.487956941 -0.468517457\n", - "15 -2.231112119 -1.837235051 -2.486028e+00 -0.229410376 -0.102843188\n", - "16 -2.339288192 -2.567924369 -1.971138e+00 -0.009464670 0.004648020\n", - "17 -3.240180260 -4.806853061 -1.735003e+00 -0.370408765 -0.489985152\n", - "18 -2.843382545 -0.989244744 -4.671132e+00 -0.128348682 0.099995452\n", - "19 1.722278568 2.564118101 6.876778e-01 0.513100909 0.632972534\n", - "20 -3.444788305 -3.095297034 -3.807796e+00 -0.422815656 -0.308555014\n", - "21 -3.458452896 -4.248083801 -2.673451e+00 -0.605528461 -0.679622499\n", - "22 7.214603093 5.764832463 8.706456e+00 1.313319885 1.150044425\n", - "23 2.024852230 3.188227530 8.577006e-01 0.040049702 0.052508311\n", - "24 -2.210071746 0.859401347 -5.156957e+00 -0.513689523 -0.369992911\n", - "25 -3.814955986 -3.636845065 -3.842191e+00 -0.387227598 -0.308326667\n", - "26 -7.811904363 -9.086241486 -6.723034e+00 -0.657538816 -0.643383335\n", - "27 4.951838534 8.414073080 1.573825e+00 0.893720951 1.384213888\n", - "28 -6.092387867 -6.877570701 -5.340549e+00 -1.667609990 -1.745283929\n", - "29 0.527280312 -0.802200187 1.782766e+00 0.255880707 -0.152983887\n", - "30 -7.580874085 -10.034712994 -5.042218e+00 -0.658904408 -0.817376747\n", - "31 11.070778996 12.258533986 9.778483e+00 0.628781713 0.682405077\n", - "32 1.264376304 -1.257525512 3.635296e+00 0.481658583 0.296528709\n", - "33 1.317822813 3.903283803 -1.155953e+00 0.270843104 0.531341342\n", - "34 16.210276739 18.325389472 1.417189e+01 1.133535919 1.249956890\n", - "35 2.547895812 6.944491232 -1.674044e+00 0.392174863 0.868578002\n", - "36 1.424358749 2.993819671 4.517081e-01 -0.013630160 0.092417015\n", - "37 -0.294228076 0.056228255 -7.037687e-01 -0.159916503 -0.128968793\n", - "38 1.124766074 0.457740225 1.742338e+00 0.291126068 0.271469648\n", - "39 -8.328908679 -10.362911631 -6.338117e+00 -0.485102799 -0.620434182\n", - "40 -7.429098907 -7.890637508 -7.044933e+00 -0.418012210 -0.377725663\n", - "41 -1.044311476 1.427965275 -3.350748e+00 -0.058946296 0.258954127\n", - "42 -0.420349943 0.557808986 -1.217108e+00 -0.046159056 0.059130175\n", - "43 3.314197808 4.016081075 2.673483e+00 0.429746729 0.533045491\n", - "44 3.677900843 4.948380925 2.407731e+00 0.432922971 0.607558769\n", - "45 -0.478197394 1.226810934 -2.068797e+00 -0.132453963 -0.046777983\n", - "46 -0.705650782 -2.412246324 9.041390e-01 -0.046246638 -0.117220885\n", - "47 -1.976019503 -1.960797538 -1.996572e+00 -0.207773273 -0.223746990\n", - "48 -12.915238235 -12.095130278 -1.361468e+01 -1.579912571 -1.645488302\n", - "49 0.796211231 -1.501305702 3.018353e+00 0.010182396 -0.161322071\n", - "50 -0.962167264 -0.231966171 -1.785791e+00 -0.101222927 -0.121350915\n", - "51 -14.445530094 -16.195392892 -1.278124e+01 -0.446916833 -0.471279717\n", - "52 0.091462836 3.422982596 -3.235824e+00 -0.076585911 0.017732121\n", - "53 -0.060824329 0.360794054 -1.449285e-01 0.158284179 0.182442565\n", - "54 -0.126430568 -0.184164679 -4.319087e-02 -0.349436623 -0.424320281\n", - "55 -0.016689366 0.086038212 2.189448e-01 0.012563729 -0.091760785\n", - "56 -0.082223293 -0.038814118 -3.212984e-02 -0.108632427 -0.054630761\n", - "57 0.129823462 0.222345527 -3.797951e-01 -0.049121965 -0.148661883\n", - "58 0.041508941 0.227451321 -1.474315e-01 -0.103976143 -0.277762542\n", - "59 0.094365669 0.031373877 -2.947147e-07 -0.086346533 0.046863321\n", - "60 0.278517018 -0.073662389 -3.585259e-01 -0.093483589 0.013068766\n", - "61 -0.190926285 0.195955712 7.803453e-02 0.324363958 -0.037611148\n", - "62 -0.056496358 -0.022306422 -1.695894e-02 0.135287364 0.049729863\n", - "63 -0.055229107 0.011161327 5.227448e-02 0.066095682 0.037385174\n", - "64 -0.177841302 -0.242972991 -4.029829e-01 0.151367326 -0.288569817\n", - "65 0.034989991 -0.071951853 1.390563e-01 0.233508262 -0.007740720\n", - "66 0.151247997 0.253699151 8.693965e-02 0.113525262 0.162715289\n", - "67 -0.019721083 -0.092147422 6.973881e-02 0.178890592 -0.040098378\n", - "68 0.009909199 0.018211805 1.738863e-01 0.007635140 -0.105847642\n", - "69 -0.002973110 -0.244864730 1.934771e-01 0.046546735 -0.233919428\n", - "70 0.203094445 -0.177902797 -1.192468e-01 0.135571518 0.085295070\n", - "71 -0.056758700 -0.196304287 -5.354528e-02 0.164924215 0.194672172\n", - "72 -0.097728548 0.011061971 8.825506e-02 -0.381526565 -0.081150003\n", - "73 0.084265302 -0.068344075 -8.082649e-02 -0.221248046 0.073183985\n", - "74 0.054585108 -0.031902290 -7.077844e-03 0.019870349 -0.015245375\n", - "75 0.082773452 -0.243979263 1.595466e-01 -0.273614855 0.093385099\n", - "76 -0.389827643 -0.002020334 -2.674228e-01 0.156000152 0.074993375\n", - "77 -0.107063296 0.026298525 8.221303e-02 0.030705030 -0.002543558\n", - "78 -0.211975481 0.087733393 1.838927e-03 0.278945314 -0.257776569\n", - "79 0.083696635 -0.181110654 4.550777e-02 0.123013751 -0.082720983\n", - "80 0.027095005 -0.062715252 6.110846e-02 0.063160986 -0.082293705\n", - "81 0.038430780 -0.033562248 -2.004501e-01 0.165752485 -0.384745641\n", - "82 -0.055539640 0.267636138 2.072524e-01 -0.147233144 -0.016530875\n", - "83 -0.056630344 0.267100890 1.092753e-01 -0.261264742 -0.052960258\n", - "84 0.104789639 -0.065416389 -4.716228e-02 -0.059151425 0.133621906\n", - "85 -0.009515854 -0.207814810 -5.676139e-02 0.141070000 0.076487230\n", - "86 -0.509429917 0.176820155 2.255564e-01 -0.273687299 -0.391277663\n", - "87 -0.063745092 0.014310719 2.085645e-01 -0.162157815 0.103734926\n", - "88 0.319551880 0.177869473 1.833145e-01 0.070546102 -0.421769912\n", - "89 -0.184226945 0.150318921 -2.903346e-02 -0.003724098 -0.179496103\n", - "90 0.126653195 0.158128922 8.159935e-02 -0.112209161 -0.110317025\n", - " syrf65 teapri65 teasec65 ex1 im1\n", - "1 -7.435463462 -314.99447773 -184.16051000 -1.2710564237 -1.369477045\n", - "2 5.526322833 -59.77001722 -15.60905493 0.4924925420 0.415838098\n", - "3 -0.569653576 -14.35839994 -0.80549850 0.0400185231 0.063303964\n", - "4 1.776375993 -11.10167657 -0.88869959 -0.4748461970 -0.573872818\n", - "5 0.481376280 -3.08584705 4.59757670 0.1362929243 0.168399094\n", - "6 3.363902142 -9.58744971 5.64347149 -0.0490789205 0.006531189\n", - "7 -0.819378595 -16.06665002 -4.20696242 0.0367741592 0.064402911\n", - "8 -0.723013586 6.26789858 -2.09266265 -0.0712237239 -0.004993147\n", - "9 -0.254052063 5.96547142 14.92124959 0.0368021667 0.066521239\n", - "10 0.266830970 2.45321868 -6.09405109 -0.0130620676 -0.016715912\n", - "11 -0.099822506 8.24781859 2.04559092 -0.0733142696 -0.073766489\n", - "12 1.624476896 -15.15221026 13.36741589 0.0247989415 0.111457309\n", - "13 -0.098977611 2.78989765 9.22774680 0.0991070868 0.066629000\n", - "14 -0.502319099 12.79726688 10.44669310 -0.0688744783 -0.061719081\n", - "15 -0.329355712 -4.09480518 -4.88115991 -0.0126737281 -0.001031588\n", - "16 0.004235971 2.32106337 -6.71245886 -0.1089000609 -0.083144173\n", - "17 -0.259943526 -7.73909137 -9.52164770 -0.2689706718 -0.162334003\n", - "18 -0.374323689 9.06230138 14.05743411 0.2833043261 0.245509381\n", - "19 0.377279955 7.63915889 11.67828772 0.0423796977 0.099904781\n", - "20 -0.532709361 -1.27067572 12.55873555 0.0198300858 0.052116419\n", - "21 -0.535405559 1.91337882 -1.30663459 0.2548786909 0.307343123\n", - "22 1.479747424 3.94412015 1.72792395 0.1966148407 0.151797184\n", - "23 0.018622638 -13.52803026 -9.60459648 0.1920704949 0.211193147\n", - "24 -0.657830934 0.68286302 4.36865602 0.0394605409 0.054508592\n", - "25 -0.448511453 -4.64334328 -1.23635302 -0.0202190626 -0.027707513\n", - "26 -0.686636588 -0.63945647 -6.50553268 0.0005684675 0.006514924\n", - "27 0.408778835 8.06927409 3.75138698 0.0693075080 0.089323326\n", - "28 -1.589780183 -2.95657324 -10.94249886 -0.0294843980 -0.083621685\n", - "29 0.628920582 -4.93919821 -0.24086058 0.0816521336 0.106968387\n", - "30 -0.443193981 -3.98976722 7.16376999 -0.2649201380 -0.287539921\n", - "31 0.560785561 5.16405854 9.58118136 0.0366758829 0.034556213\n", - "32 0.653917520 10.63861734 -4.70289312 -0.0212434835 -0.069291875\n", - "33 0.021044382 -0.82016107 3.01469103 0.0218968701 0.026688450\n", - "34 1.007590194 -6.06083643 -3.71389648 -0.0222882146 -0.005607480\n", - "35 -0.065037223 -2.03083043 2.00199293 0.1515844592 0.121955071\n", - "36 -0.062671943 4.97153628 0.66016822 -0.1121564458 -0.105529118\n", - "37 -0.196001414 1.52277750 8.60913643 -0.0428698658 -0.055185706\n", - "38 0.309390832 -9.21779651 -9.03530909 0.0103944774 0.010771517\n", - "39 -0.352862831 -14.14607734 -2.01023166 0.0013082112 -0.020820848\n", - "40 -0.455720955 -8.62534705 -7.19517043 -0.1978712945 -0.211954039\n", - "41 -0.358674666 -2.15519605 1.60398892 -0.1612560105 -0.214413703\n", - "42 -0.131619237 -8.03779603 -2.19081537 -0.0649569869 -0.046886229\n", - "43 0.337051578 -14.64469925 -4.00404893 0.0342284599 0.014505024\n", - "44 0.262776019 -2.08096018 -0.73943482 0.0942811485 0.120218344\n", - "45 -0.214416083 2.94873678 -1.67971051 -0.0708927733 -0.018961358\n", - "46 0.021512447 9.76614279 5.85230872 0.1556862888 0.177900944\n", - "47 -0.192646261 -7.89093136 -4.79393374 -0.0574188460 -0.061011185\n", - "48 -1.519596570 0.95595397 10.57868918 -0.0769172913 -0.090505050\n", - "49 0.177731136 3.78654645 -11.12478917 -0.0119420658 -0.024584966\n", - "50 -0.086847301 2.87570780 -4.21277484 0.0901218549 0.097397982\n", - "51 -0.427091282 -8.24492180 -3.40009089 0.0789424378 0.040232408\n", - "52 -0.163526248 0.14349772 2.02796581 -0.0970628979 -0.091527129\n", - "53 0.125913844 7.35508476 6.69771648 -0.1025013433 -0.042331120\n", - "54 -0.276837989 3.88508078 12.29717003 -0.0301376809 -0.041429144\n", - "55 0.087297242 10.99914397 -1.97264221 -0.1478756688 -0.116405545\n", - "56 -0.008898787 -0.96956047 4.48415119 -0.0351721187 -0.092719293\n", - "57 -0.057439247 43.59470890 3.19584058 -0.1311687444 -0.126171417\n", - "58 0.048582174 -0.18037319 27.16345190 0.0069419397 0.036797877\n", - "59 0.113563238 0.05807287 -0.42684154 -0.3306730439 -0.290446343\n", - "60 0.004611041 -0.11616415 0.16937312 0.0484432087 -0.124241742\n", - "61 0.217949866 -0.10543634 -0.22706017 -0.0971621141 0.179392675\n", - "62 -0.004381920 0.14785173 -0.04304829 0.1506222768 0.097778089\n", - "63 -0.067867268 0.08762196 0.18278372 -0.1950520840 -0.024321161\n", - "64 -0.001185829 -0.10442221 0.06130532 0.0043373759 -0.021444073\n", - "65 0.031682798 0.25694399 0.06298181 0.3529909080 -0.308497159\n", - "66 0.229348878 0.20235928 0.08394355 0.0855042732 -0.110316642\n", - "67 -0.108595879 0.22449263 -0.01036602 0.0489376883 -0.110707032\n", - "68 -0.071649995 0.05898440 0.02465143 -0.2412408128 0.035558683\n", - "69 0.236314869 0.12688433 0.37194525 0.3308741765 -0.339251756\n", - "70 -0.408010721 -0.23127877 -0.04192515 0.2597904453 -0.052184592\n", - "71 0.008762600 -0.22911941 -0.24564258 -0.1934423803 0.175746225\n", - "72 0.099238501 -0.03285283 0.06254682 -0.0092047727 0.134517088\n", - "73 -0.059439681 0.07857056 0.02558644 -0.0679961204 0.389826697\n", - "74 0.023710857 -0.34352832 -0.20301612 -0.1675632462 -0.106750342\n", - "75 -0.053036398 -0.14375136 0.03999355 -0.1795060485 -0.037454214\n", - "76 -0.237943532 -0.06417342 -0.02322564 -0.1002464668 0.097911182\n", - "77 0.013926451 -0.44307551 0.26475270 0.0712828788 -0.078534063\n", - "78 -0.149411120 -0.19424113 -0.05823380 0.3252194583 0.482117459\n", - "79 0.029502364 -0.18271951 0.04203953 -0.3410929841 0.166579840\n", - "80 0.221725373 -0.11170011 -0.11935878 -0.2006304836 0.003073297\n", - "81 -0.067463339 -0.11405928 0.05982189 -0.1463338454 0.000739378\n", - "82 -0.196733413 0.03829286 0.05781654 -0.0173398770 -0.198956407\n", - "83 0.055175392 -0.09239349 -0.00745717 -0.1389315104 0.237971024\n", - "84 -0.028461113 -0.05237897 0.18723342 -0.1183235724 0.214307181\n", - "85 -0.013834761 0.22052404 0.20510043 0.2680730894 0.149730897\n", - "86 0.070574653 -0.22252647 -0.01283793 0.1330617719 0.019715402\n", - "87 -0.136961384 0.07591351 0.19438207 -0.0135451142 -0.079182966\n", - "88 0.156958964 -0.04668618 -0.11333104 0.0603280598 0.137076553\n", - "89 0.540482756 -0.22925715 0.28285847 0.0243535536 -0.045925088\n", - "90 0.087083718 -0.03812750 -0.10261322 -0.1215903722 -0.029880196\n", - " xr65 tot1\n", - "1 -4.047449e+02 -0.0876208110\n", - "2 7.601391e+01 0.0214098619\n", - "3 1.198082e+02 0.1237498721\n", - "4 -3.194284e+01 -0.0298193511\n", - "5 1.132250e+02 -0.0841096261\n", - "6 7.134700e+01 -0.0083436146\n", - "7 -1.880401e+02 0.0470789784\n", - "8 1.169947e+02 0.1027001379\n", - "9 2.186356e+02 0.0399114435\n", - "10 4.096243e+01 -0.0926564188\n", - "11 1.349334e+02 -0.0791874995\n", - "12 1.415715e+02 -0.1010651324\n", - "13 1.476546e+02 -0.0776988203\n", - "14 6.481791e+00 0.0491237094\n", - "15 1.951325e+02 -0.1405162742\n", - "16 2.336898e+01 0.0255105614\n", - "17 2.961208e+01 0.1053639790\n", - "18 -8.915431e+01 0.0571556163\n", - "19 -1.411167e+02 0.0637183305\n", - "20 9.498295e+01 0.0937255596\n", - "21 2.235338e+01 -0.0154763875\n", - "22 -1.528784e+01 0.0473006330\n", - "23 -1.050934e+02 0.0378960986\n", - "24 -1.271212e+02 0.0158339871\n", - "25 2.201622e+02 0.0853364136\n", - "26 -5.023650e+01 0.0328028034\n", - "27 1.672008e+02 0.0540906397\n", - "28 1.080012e+02 0.0573304826\n", - "29 -2.348785e+02 0.0003806715\n", - "30 -2.697384e+01 -0.0238564005\n", - "31 -1.359995e+02 -0.0230239180\n", - "32 1.110270e+02 -0.0746532370\n", - "33 -1.846731e+01 -0.0105340857\n", - "34 -1.187684e+02 0.0453787585\n", - "35 7.951819e+01 0.0786698551\n", - "36 5.153641e+01 0.0748117481\n", - "37 2.232648e+02 0.0274857013\n", - "38 2.390828e+01 -0.0948364721\n", - "39 -1.863737e+02 0.1179380793\n", - "40 1.804837e+02 -0.0380252608\n", - "41 1.154490e+02 -0.0577416340\n", - "42 1.941379e+02 0.0021627929\n", - "43 -4.118980e+01 -0.0049553968\n", - "44 -7.238547e+01 0.0042072387\n", - "45 -3.651178e+01 0.0607648496\n", - "46 -1.325881e+02 0.0435690653\n", - "47 -6.794543e+01 0.0205767249\n", - "48 -1.694681e+02 0.0233578443\n", - "49 -1.999883e+02 -0.0695763507\n", - "50 -1.682411e+02 0.0549548090\n", - "51 -6.255889e+01 -0.0503282470\n", - "52 2.569037e+02 0.0055446388\n", - "53 6.834770e+01 0.0412674928\n", - "54 -1.242214e+02 -0.1070727560\n", - "55 3.889938e+01 -0.0251160238\n", - "56 2.532362e+01 0.0608478945\n", - "57 5.633900e+01 0.0223452620\n", - "58 3.661366e-01 0.0359399777\n", - "59 5.964255e+01 0.0372667818\n", - "60 -1.707232e+01 -0.0381485946\n", - "61 -6.076580e+02 0.1045281348\n", - "62 1.277865e-01 0.2730074340\n", - "63 -1.743777e-01 0.0788193886\n", - "64 6.643046e-02 0.0044725168\n", - "65 -5.571258e-02 -0.0416495538\n", - "66 1.147801e-02 -0.4349524105\n", - "67 1.573729e-01 0.2618719444\n", - "68 -1.285582e-01 -0.0195693502\n", - "69 -3.690994e-01 -0.1510638329\n", - "70 6.646274e-02 -0.1914973719\n", - "71 -7.672525e-02 -0.0948002968\n", - "72 -9.109612e-02 -0.1250681238\n", - "73 -1.071318e-01 0.0088343517\n", - "74 3.278600e-01 -0.1304808147\n", - "75 -4.560051e-02 0.1306832744\n", - "76 -5.903422e-02 0.1703357127\n", - "77 1.118965e-01 0.0443054051\n", - "78 1.662882e-01 -0.0840935552\n", - "79 -3.707314e-02 -0.4057850088\n", - "80 -6.246543e-04 -0.0604992325\n", - "81 -5.593053e-02 0.1781689586\n", - "82 -7.887807e-03 0.0772642534\n", - "83 7.272069e-02 0.0776684262\n", - "84 8.657033e-02 0.0130311476\n", - "85 4.884930e-01 0.0850039306\n", - "86 -1.121593e-01 -0.0511207957\n", - "87 -2.629825e-01 0.4294171510\n", - "88 -4.419028e-03 0.0674216577\n", - "89 2.659727e-01 0.0950310649\n", - "90 4.198220e-01 0.3963425921\n", - "attr(,\"assign\")\n", - " [1] 0 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24\n", - "[26] 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49\n", - "[51] 50 51 52 53 54 55 56 57 58 59 60 61\n", - "\n", - "$qraux\n", - " [1] 1.105409 1.090738 1.019010 1.056067 1.008329 1.032496 1.027254 1.032528\n", - " [9] 1.032105 1.083540 1.045379 1.131395 1.067304 1.009168 1.080607 1.212556\n", - "[17] 1.108565 1.019370 1.146787 1.195271 1.275848 1.051124 1.020372 1.075090\n", - "[25] 1.052578 1.107482 1.400304 1.061337 1.224636 1.044238 1.142150 1.141488\n", - "[33] 1.209432 1.010573 1.026202 1.108806 1.095007 1.010618 1.379033 1.150449\n", - "[41] 1.050020 1.343433 1.035454 1.036704 1.126785 1.052998 1.262637 1.189651\n", - "[49] 1.166318 1.034950 1.198419 1.010931 1.081932 1.095029 1.007807 1.308323\n", - "[57] 1.017141 1.351455 1.119492 1.189273 1.007287 1.019961\n", - "\n", - "$pivot\n", - " [1] 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25\n", - "[26] 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50\n", - "[51] 51 52 53 54 55 56 57 58 59 60 61 62\n", - "\n", - "$tol\n", - "[1] 1e-07\n", - "\n", - "$rank\n", - "[1] 62\n", - "\n", - "attr(,\"class\")\n", - "[1] \"qr\"" + "[1] \"Estimates and significance testing of the effect of target variables\"\n", + " Estimate. Std. Error t value Pr(>|t|) \n", + "gdpsh465 -0.05001 0.01579 -3.167 0.00154 **\n", + "---\n", + "Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", + "\n" ] }, "metadata": {}, @@ -2193,452 +1084,13 @@ } ], "source": [ - "stats:::qr.lm(object)" + "doublesel.effect = rlassoEffect(x = X, y = y, d = d, method = \"double selection\")\n", + "summary(doublesel.effect)" ] }, { "cell_type": "code", - "execution_count": 340, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [], - "source": [ - "correlation = FALSE; symbolic.cor = FALSE\n", - "\n", - "z <- object\n", - "p <- z$rank\n", - "rdf <- z$df.residual\n", - "if (p == 0) {\n", - " r <- z$residuals\n", - " n <- length(r)\n", - " w <- z$weights\n", - " if (is.null(w)) {\n", - " rss <- sum(r^2)\n", - " } else {\n", - " rss <- sum(w * r^2)\n", - " r <- sqrt(w) * r\n", - " }\n", - " resvar <- rss/rdf\n", - " ans <- z[c(\"call\", \"terms\", if(!is.null(z$weights)) \"weights\")]\n", - " class(ans) <- \"summary.lm\"\n", - " ans$aliased <- is.na(coef(object)) # used in print method\n", - " ans$residuals <- r\n", - " ans$df <- c(0L, n, length(ans$aliased))\n", - " ans$coefficients <- matrix(NA, 0L, 4L)\n", - " dimnames(ans$coefficients) <-\n", - " list(NULL, c(\"Estimate\", \"Std. Error\", \"t value\", \"Pr(>|t|)\"))\n", - " ans$sigma <- sqrt(resvar)\n", - " ans$r.squared <- ans$adj.r.squared <- 0\n", - " return(ans)\n", - "}\n", - "if (is.null(z$terms))\n", - "stop(\"invalid 'lm' object: no 'terms' component\")\n", - "if(!inherits(object, \"lm\"))\n", - "warning(\"calling summary.lm() ...\")\n", - "Qr <- stats:::qr.lm(object)\n", - "n <- NROW(Qr$qr)\n", - "if(is.na(z$df.residual) || n - p != z$df.residual)\n", - " warning(\"residual degrees of freedom in object suggest this is not an \\\"lm\\\" fit\")\n", - "## do not want missing values substituted here\n", - "r <- z$residuals\n", - "f <- z$fitted.values\n", - "w <- z$weights\n", - "if (is.null(w)) {\n", - " mss <- if (attr(z$terms, \"intercept\"))\n", - " sum((f - mean(f))^2) else sum(f^2)\n", - " rss <- sum(r^2)\n", - "} else {\n", - " mss <- if (attr(z$terms, \"intercept\")) {\n", - " m <- sum(w * f /sum(w))\n", - " sum(w * (f - m)^2)\n", - " } else sum(w * f^2)\n", - " rss <- sum(w * r^2)\n", - " r <- sqrt(w) * r\n", - "}\n", - "resvar <- rss/rdf\n", - "## see thread at https://stat.ethz.ch/pipermail/r-help/2014-March/367585.html\n", - "if (is.finite(resvar) &&\n", - " resvar < (mean(f)^2 + var(f)) * 1e-30) # a few times .Machine$double.eps^2\n", - " warning(\"essentially perfect fit: summary may be unreliable\")\n", - "p1 <- 1L:p\n", - "R <- chol2inv(Qr$qr[p1, p1, drop = FALSE])\n", - "se <- sqrt(diag(R) * resvar)" - ] - }, - { - "cell_type": "code", - "execution_count": 336, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [], - "source": [ - "object = ls.effect\n", - "z <- object\n", - "p <- z$rank\n", - "rdf <- z$df.residual\n", - "r <- z$residuals" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [ - { - "data": { - "text/html": [ - "\n", - "\n", - "\n", - "\t\n", - "\n", - "\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\n", - "
A matrix: 62 × 4 of type dbl
EstimateStd. Errort valuePr(>|t|)
(Intercept) 0.2471608930.78450163 0.315054660.755056170
gdpsh465-0.0093779890.02988773-0.313773910.756018518
bmp1l-0.0688626790.03253065-2.116855130.043289718
freeop 0.0800689740.20786400 0.385198850.703000838
freetar-0.4889626050.41816285-1.169311430.252136477
h65-2.3620986380.85729167-2.755303380.010192435
hm65 0.7071434000.52314511 1.351715600.187285919
hf65 1.6934484250.50318881 3.365433370.002232683
p65 0.2655266950.16429407 1.616167290.117271229
pm65 0.1369526260.15121749 0.905666570.372840111
pf65-0.3312669480.16512299-2.006183030.054583866
s65 0.0390793060.18552248 0.210644590.834690082
sm65-0.0306685070.11679396-0.262586420.794791807
sf65-0.1799172800.11809892-1.523445560.138863011
fert65 0.0068808340.02705142 0.254361280.801075252
mort65-0.2334545030.81742198-0.285598520.777287824
lifee065-0.0149144730.19333559-0.077142920.939058459
gpop1 0.9701845791.81220835 0.535360390.596627593
fert1 0.0088381890.03504148 0.252220770.802712696
mort1 0.0665629280.68481002 0.097199110.923260701
invsh41 0.0744611260.10844692 0.686613540.497973611
geetot1-0.7151049061.68013567-0.425623310.673636102
geerec1 0.6300046302.44737848 0.257420190.798736842
gde1-0.4435752191.67120674-0.265422110.792628757
govwb1 0.3374523640.43798695 0.770462140.447478336
govsh41 0.4631746321.92543733 0.240555550.811652246
gvxdxe41-0.7933815822.05939737-0.385249390.702963815
high65-0.7524838280.90572159-0.830811410.413108816
highm65-0.3902618040.68124930-0.572861950.571310302
highf65-0.4177487050.56149048-0.743999630.463075062
⋮⋮⋮⋮⋮
highcf65 3.920771e-017.660246e-01 0.511833600.61278088
human65 2.337269e+003.307269e+00 0.706706780.48558873
humanm65-1.209249e+001.618516e+00-0.747134750.46121072
humanf65-1.103947e+001.684693e+00-0.655280750.51763499
hyr65 5.491388e+012.388729e+01 2.298874300.02918450
hyrm65 1.293505e+012.317142e+01 0.558232780.58112223
hyrf65 9.092580e+001.766958e+01 0.514589480.61087820
no65 3.720986e-021.319733e-01 0.281949940.78005541
nom65-2.119769e-026.495975e-02-0.326320320.74660861
nof65-1.685782e-026.700258e-02-0.251599540.80318810
pinstab1-4.997113e-023.092081e-02-1.616100190.11728579
pop65 1.031796e-071.317950e-07 0.782879290.44026959
worker65 3.407897e-021.561909e-01 0.218187860.82886516
pop1565-4.655346e-014.713340e-01-0.987695820.33176044
pop6565-1.357450e+006.349424e-01-2.137910490.04139326
sec65-1.089278e-023.076618e-01-0.035405060.97200796
secm65 3.343664e-031.511923e-01 0.022115300.98251284
secf65-2.304329e-031.579715e-01-0.014586990.98846512
secc65-4.915284e-017.290408e-01-0.674212460.50570489
seccm65 2.596016e-013.556533e-01 0.729928730.47149686
seccf65 2.206524e-013.733333e-01 0.591033250.55923950
syr65-7.555807e-017.976763e+00-0.094722730.92520970
syrm65 3.109007e-013.896731e+00 0.079785020.93697576
syrf65 7.592811e-014.110634e+00 0.184711430.85478676
teapri65 3.954523e-057.700406e-04 0.051354740.95940747
teasec65 2.496674e-041.171230e-03 0.213166780.83274136
ex1-5.804081e-012.418472e-01-2.399895930.02329485
im1 5.914450e-012.502978e-01 2.362965580.02530892
xr65-1.037768e-045.416760e-05-1.915846520.06564690
tot1-1.279011e-011.125951e-01-1.135938420.26561200
\n" - ], - "text/latex": [ - "A matrix: 62 × 4 of type dbl\n", - "\\begin{tabular}{r|llll}\n", - " & Estimate & Std. Error & t value & Pr(>\\textbar{}t\\textbar{})\\\\\n", - "\\hline\n", - "\t(Intercept) & 0.247160893 & 0.78450163 & 0.31505466 & 0.755056170\\\\\n", - "\tgdpsh465 & -0.009377989 & 0.02988773 & -0.31377391 & 0.756018518\\\\\n", - "\tbmp1l & -0.068862679 & 0.03253065 & -2.11685513 & 0.043289718\\\\\n", - "\tfreeop & 0.080068974 & 0.20786400 & 0.38519885 & 0.703000838\\\\\n", - "\tfreetar & -0.488962605 & 0.41816285 & -1.16931143 & 0.252136477\\\\\n", - "\th65 & -2.362098638 & 0.85729167 & -2.75530338 & 0.010192435\\\\\n", - "\thm65 & 0.707143400 & 0.52314511 & 1.35171560 & 0.187285919\\\\\n", - "\thf65 & 1.693448425 & 0.50318881 & 3.36543337 & 0.002232683\\\\\n", - "\tp65 & 0.265526695 & 0.16429407 & 1.61616729 & 0.117271229\\\\\n", - "\tpm65 & 0.136952626 & 0.15121749 & 0.90566657 & 0.372840111\\\\\n", - "\tpf65 & -0.331266948 & 0.16512299 & -2.00618303 & 0.054583866\\\\\n", - "\ts65 & 0.039079306 & 0.18552248 & 0.21064459 & 0.834690082\\\\\n", - "\tsm65 & -0.030668507 & 0.11679396 & -0.26258642 & 0.794791807\\\\\n", - "\tsf65 & -0.179917280 & 0.11809892 & -1.52344556 & 0.138863011\\\\\n", - "\tfert65 & 0.006880834 & 0.02705142 & 0.25436128 & 0.801075252\\\\\n", - "\tmort65 & -0.233454503 & 0.81742198 & -0.28559852 & 0.777287824\\\\\n", - "\tlifee065 & -0.014914473 & 0.19333559 & -0.07714292 & 0.939058459\\\\\n", - "\tgpop1 & 0.970184579 & 1.81220835 & 0.53536039 & 0.596627593\\\\\n", - "\tfert1 & 0.008838189 & 0.03504148 & 0.25222077 & 0.802712696\\\\\n", - "\tmort1 & 0.066562928 & 0.68481002 & 0.09719911 & 0.923260701\\\\\n", - "\tinvsh41 & 0.074461126 & 0.10844692 & 0.68661354 & 0.497973611\\\\\n", - "\tgeetot1 & -0.715104906 & 1.68013567 & -0.42562331 & 0.673636102\\\\\n", - "\tgeerec1 & 0.630004630 & 2.44737848 & 0.25742019 & 0.798736842\\\\\n", - "\tgde1 & -0.443575219 & 1.67120674 & -0.26542211 & 0.792628757\\\\\n", - "\tgovwb1 & 0.337452364 & 0.43798695 & 0.77046214 & 0.447478336\\\\\n", - "\tgovsh41 & 0.463174632 & 1.92543733 & 0.24055555 & 0.811652246\\\\\n", - "\tgvxdxe41 & -0.793381582 & 2.05939737 & -0.38524939 & 0.702963815\\\\\n", - "\thigh65 & -0.752483828 & 0.90572159 & -0.83081141 & 0.413108816\\\\\n", - "\thighm65 & -0.390261804 & 0.68124930 & -0.57286195 & 0.571310302\\\\\n", - "\thighf65 & -0.417748705 & 0.56149048 & -0.74399963 & 0.463075062\\\\\n", - "\t⋮ & ⋮ & ⋮ & ⋮ & ⋮\\\\\n", - "\thighcf65 & 3.920771e-01 & 7.660246e-01 & 0.51183360 & 0.61278088\\\\\n", - "\thuman65 & 2.337269e+00 & 3.307269e+00 & 0.70670678 & 0.48558873\\\\\n", - "\thumanm65 & -1.209249e+00 & 1.618516e+00 & -0.74713475 & 0.46121072\\\\\n", - "\thumanf65 & -1.103947e+00 & 1.684693e+00 & -0.65528075 & 0.51763499\\\\\n", - "\thyr65 & 5.491388e+01 & 2.388729e+01 & 2.29887430 & 0.02918450\\\\\n", - "\thyrm65 & 1.293505e+01 & 2.317142e+01 & 0.55823278 & 0.58112223\\\\\n", - "\thyrf65 & 9.092580e+00 & 1.766958e+01 & 0.51458948 & 0.61087820\\\\\n", - "\tno65 & 3.720986e-02 & 1.319733e-01 & 0.28194994 & 0.78005541\\\\\n", - "\tnom65 & -2.119769e-02 & 6.495975e-02 & -0.32632032 & 0.74660861\\\\\n", - "\tnof65 & -1.685782e-02 & 6.700258e-02 & -0.25159954 & 0.80318810\\\\\n", - "\tpinstab1 & -4.997113e-02 & 3.092081e-02 & -1.61610019 & 0.11728579\\\\\n", - "\tpop65 & 1.031796e-07 & 1.317950e-07 & 0.78287929 & 0.44026959\\\\\n", - "\tworker65 & 3.407897e-02 & 1.561909e-01 & 0.21818786 & 0.82886516\\\\\n", - "\tpop1565 & -4.655346e-01 & 4.713340e-01 & -0.98769582 & 0.33176044\\\\\n", - "\tpop6565 & -1.357450e+00 & 6.349424e-01 & -2.13791049 & 0.04139326\\\\\n", - "\tsec65 & -1.089278e-02 & 3.076618e-01 & -0.03540506 & 0.97200796\\\\\n", - "\tsecm65 & 3.343664e-03 & 1.511923e-01 & 0.02211530 & 0.98251284\\\\\n", - "\tsecf65 & -2.304329e-03 & 1.579715e-01 & -0.01458699 & 0.98846512\\\\\n", - "\tsecc65 & -4.915284e-01 & 7.290408e-01 & -0.67421246 & 0.50570489\\\\\n", - "\tseccm65 & 2.596016e-01 & 3.556533e-01 & 0.72992873 & 0.47149686\\\\\n", - "\tseccf65 & 2.206524e-01 & 3.733333e-01 & 0.59103325 & 0.55923950\\\\\n", - "\tsyr65 & -7.555807e-01 & 7.976763e+00 & -0.09472273 & 0.92520970\\\\\n", - "\tsyrm65 & 3.109007e-01 & 3.896731e+00 & 0.07978502 & 0.93697576\\\\\n", - "\tsyrf65 & 7.592811e-01 & 4.110634e+00 & 0.18471143 & 0.85478676\\\\\n", - "\tteapri65 & 3.954523e-05 & 7.700406e-04 & 0.05135474 & 0.95940747\\\\\n", - "\tteasec65 & 2.496674e-04 & 1.171230e-03 & 0.21316678 & 0.83274136\\\\\n", - "\tex1 & -5.804081e-01 & 2.418472e-01 & -2.39989593 & 0.02329485\\\\\n", - "\tim1 & 5.914450e-01 & 2.502978e-01 & 2.36296558 & 0.02530892\\\\\n", - "\txr65 & -1.037768e-04 & 5.416760e-05 & -1.91584652 & 0.06564690\\\\\n", - "\ttot1 & -1.279011e-01 & 1.125951e-01 & -1.13593842 & 0.26561200\\\\\n", - "\\end{tabular}\n" - ], - "text/markdown": [ - "\n", - "A matrix: 62 × 4 of type dbl\n", - "\n", - "| | Estimate | Std. Error | t value | Pr(>|t|) |\n", - "|---|---|---|---|---|\n", - "| (Intercept) | 0.247160893 | 0.78450163 | 0.31505466 | 0.755056170 |\n", - "| gdpsh465 | -0.009377989 | 0.02988773 | -0.31377391 | 0.756018518 |\n", - "| bmp1l | -0.068862679 | 0.03253065 | -2.11685513 | 0.043289718 |\n", - "| freeop | 0.080068974 | 0.20786400 | 0.38519885 | 0.703000838 |\n", - "| freetar | -0.488962605 | 0.41816285 | -1.16931143 | 0.252136477 |\n", - "| h65 | -2.362098638 | 0.85729167 | -2.75530338 | 0.010192435 |\n", - "| hm65 | 0.707143400 | 0.52314511 | 1.35171560 | 0.187285919 |\n", - "| hf65 | 1.693448425 | 0.50318881 | 3.36543337 | 0.002232683 |\n", - "| p65 | 0.265526695 | 0.16429407 | 1.61616729 | 0.117271229 |\n", - "| pm65 | 0.136952626 | 0.15121749 | 0.90566657 | 0.372840111 |\n", - "| pf65 | -0.331266948 | 0.16512299 | -2.00618303 | 0.054583866 |\n", - "| s65 | 0.039079306 | 0.18552248 | 0.21064459 | 0.834690082 |\n", - "| sm65 | -0.030668507 | 0.11679396 | -0.26258642 | 0.794791807 |\n", - "| sf65 | -0.179917280 | 0.11809892 | -1.52344556 | 0.138863011 |\n", - "| fert65 | 0.006880834 | 0.02705142 | 0.25436128 | 0.801075252 |\n", - "| mort65 | -0.233454503 | 0.81742198 | -0.28559852 | 0.777287824 |\n", - "| lifee065 | -0.014914473 | 0.19333559 | -0.07714292 | 0.939058459 |\n", - "| gpop1 | 0.970184579 | 1.81220835 | 0.53536039 | 0.596627593 |\n", - "| fert1 | 0.008838189 | 0.03504148 | 0.25222077 | 0.802712696 |\n", - "| mort1 | 0.066562928 | 0.68481002 | 0.09719911 | 0.923260701 |\n", - "| invsh41 | 0.074461126 | 0.10844692 | 0.68661354 | 0.497973611 |\n", - "| geetot1 | -0.715104906 | 1.68013567 | -0.42562331 | 0.673636102 |\n", - "| geerec1 | 0.630004630 | 2.44737848 | 0.25742019 | 0.798736842 |\n", - "| gde1 | -0.443575219 | 1.67120674 | -0.26542211 | 0.792628757 |\n", - "| govwb1 | 0.337452364 | 0.43798695 | 0.77046214 | 0.447478336 |\n", - "| govsh41 | 0.463174632 | 1.92543733 | 0.24055555 | 0.811652246 |\n", - "| gvxdxe41 | -0.793381582 | 2.05939737 | -0.38524939 | 0.702963815 |\n", - "| high65 | -0.752483828 | 0.90572159 | -0.83081141 | 0.413108816 |\n", - "| highm65 | -0.390261804 | 0.68124930 | -0.57286195 | 0.571310302 |\n", - "| highf65 | -0.417748705 | 0.56149048 | -0.74399963 | 0.463075062 |\n", - "| ⋮ | ⋮ | ⋮ | ⋮ | ⋮ |\n", - "| highcf65 | 3.920771e-01 | 7.660246e-01 | 0.51183360 | 0.61278088 |\n", - "| human65 | 2.337269e+00 | 3.307269e+00 | 0.70670678 | 0.48558873 |\n", - "| humanm65 | -1.209249e+00 | 1.618516e+00 | -0.74713475 | 0.46121072 |\n", - "| humanf65 | -1.103947e+00 | 1.684693e+00 | -0.65528075 | 0.51763499 |\n", - "| hyr65 | 5.491388e+01 | 2.388729e+01 | 2.29887430 | 0.02918450 |\n", - "| hyrm65 | 1.293505e+01 | 2.317142e+01 | 0.55823278 | 0.58112223 |\n", - "| hyrf65 | 9.092580e+00 | 1.766958e+01 | 0.51458948 | 0.61087820 |\n", - "| no65 | 3.720986e-02 | 1.319733e-01 | 0.28194994 | 0.78005541 |\n", - "| nom65 | -2.119769e-02 | 6.495975e-02 | -0.32632032 | 0.74660861 |\n", - "| nof65 | -1.685782e-02 | 6.700258e-02 | -0.25159954 | 0.80318810 |\n", - "| pinstab1 | -4.997113e-02 | 3.092081e-02 | -1.61610019 | 0.11728579 |\n", - "| pop65 | 1.031796e-07 | 1.317950e-07 | 0.78287929 | 0.44026959 |\n", - "| worker65 | 3.407897e-02 | 1.561909e-01 | 0.21818786 | 0.82886516 |\n", - "| pop1565 | -4.655346e-01 | 4.713340e-01 | -0.98769582 | 0.33176044 |\n", - "| pop6565 | -1.357450e+00 | 6.349424e-01 | -2.13791049 | 0.04139326 |\n", - "| sec65 | -1.089278e-02 | 3.076618e-01 | -0.03540506 | 0.97200796 |\n", - "| secm65 | 3.343664e-03 | 1.511923e-01 | 0.02211530 | 0.98251284 |\n", - "| secf65 | -2.304329e-03 | 1.579715e-01 | -0.01458699 | 0.98846512 |\n", - "| secc65 | -4.915284e-01 | 7.290408e-01 | -0.67421246 | 0.50570489 |\n", - "| seccm65 | 2.596016e-01 | 3.556533e-01 | 0.72992873 | 0.47149686 |\n", - "| seccf65 | 2.206524e-01 | 3.733333e-01 | 0.59103325 | 0.55923950 |\n", - "| syr65 | -7.555807e-01 | 7.976763e+00 | -0.09472273 | 0.92520970 |\n", - "| syrm65 | 3.109007e-01 | 3.896731e+00 | 0.07978502 | 0.93697576 |\n", - "| syrf65 | 7.592811e-01 | 4.110634e+00 | 0.18471143 | 0.85478676 |\n", - "| teapri65 | 3.954523e-05 | 7.700406e-04 | 0.05135474 | 0.95940747 |\n", - "| teasec65 | 2.496674e-04 | 1.171230e-03 | 0.21316678 | 0.83274136 |\n", - "| ex1 | -5.804081e-01 | 2.418472e-01 | -2.39989593 | 0.02329485 |\n", - "| im1 | 5.914450e-01 | 2.502978e-01 | 2.36296558 | 0.02530892 |\n", - "| xr65 | -1.037768e-04 | 5.416760e-05 | -1.91584652 | 0.06564690 |\n", - "| tot1 | -1.279011e-01 | 1.125951e-01 | -1.13593842 | 0.26561200 |\n", - "\n" - ], - "text/plain": [ - " Estimate Std. Error t value Pr(>|t|) \n", - "(Intercept) 0.247160893 0.78450163 0.31505466 0.755056170\n", - "gdpsh465 -0.009377989 0.02988773 -0.31377391 0.756018518\n", - "bmp1l -0.068862679 0.03253065 -2.11685513 0.043289718\n", - "freeop 0.080068974 0.20786400 0.38519885 0.703000838\n", - "freetar -0.488962605 0.41816285 -1.16931143 0.252136477\n", - "h65 -2.362098638 0.85729167 -2.75530338 0.010192435\n", - "hm65 0.707143400 0.52314511 1.35171560 0.187285919\n", - "hf65 1.693448425 0.50318881 3.36543337 0.002232683\n", - "p65 0.265526695 0.16429407 1.61616729 0.117271229\n", - "pm65 0.136952626 0.15121749 0.90566657 0.372840111\n", - "pf65 -0.331266948 0.16512299 -2.00618303 0.054583866\n", - "s65 0.039079306 0.18552248 0.21064459 0.834690082\n", - "sm65 -0.030668507 0.11679396 -0.26258642 0.794791807\n", - "sf65 -0.179917280 0.11809892 -1.52344556 0.138863011\n", - "fert65 0.006880834 0.02705142 0.25436128 0.801075252\n", - "mort65 -0.233454503 0.81742198 -0.28559852 0.777287824\n", - "lifee065 -0.014914473 0.19333559 -0.07714292 0.939058459\n", - "gpop1 0.970184579 1.81220835 0.53536039 0.596627593\n", - "fert1 0.008838189 0.03504148 0.25222077 0.802712696\n", - "mort1 0.066562928 0.68481002 0.09719911 0.923260701\n", - "invsh41 0.074461126 0.10844692 0.68661354 0.497973611\n", - "geetot1 -0.715104906 1.68013567 -0.42562331 0.673636102\n", - "geerec1 0.630004630 2.44737848 0.25742019 0.798736842\n", - "gde1 -0.443575219 1.67120674 -0.26542211 0.792628757\n", - "govwb1 0.337452364 0.43798695 0.77046214 0.447478336\n", - "govsh41 0.463174632 1.92543733 0.24055555 0.811652246\n", - "gvxdxe41 -0.793381582 2.05939737 -0.38524939 0.702963815\n", - "high65 -0.752483828 0.90572159 -0.83081141 0.413108816\n", - "highm65 -0.390261804 0.68124930 -0.57286195 0.571310302\n", - "highf65 -0.417748705 0.56149048 -0.74399963 0.463075062\n", - "⋮ ⋮ ⋮ ⋮ ⋮ \n", - "highcf65 3.920771e-01 7.660246e-01 0.51183360 0.61278088 \n", - "human65 2.337269e+00 3.307269e+00 0.70670678 0.48558873 \n", - "humanm65 -1.209249e+00 1.618516e+00 -0.74713475 0.46121072 \n", - "humanf65 -1.103947e+00 1.684693e+00 -0.65528075 0.51763499 \n", - "hyr65 5.491388e+01 2.388729e+01 2.29887430 0.02918450 \n", - "hyrm65 1.293505e+01 2.317142e+01 0.55823278 0.58112223 \n", - "hyrf65 9.092580e+00 1.766958e+01 0.51458948 0.61087820 \n", - "no65 3.720986e-02 1.319733e-01 0.28194994 0.78005541 \n", - "nom65 -2.119769e-02 6.495975e-02 -0.32632032 0.74660861 \n", - "nof65 -1.685782e-02 6.700258e-02 -0.25159954 0.80318810 \n", - "pinstab1 -4.997113e-02 3.092081e-02 -1.61610019 0.11728579 \n", - "pop65 1.031796e-07 1.317950e-07 0.78287929 0.44026959 \n", - "worker65 3.407897e-02 1.561909e-01 0.21818786 0.82886516 \n", - "pop1565 -4.655346e-01 4.713340e-01 -0.98769582 0.33176044 \n", - "pop6565 -1.357450e+00 6.349424e-01 -2.13791049 0.04139326 \n", - "sec65 -1.089278e-02 3.076618e-01 -0.03540506 0.97200796 \n", - "secm65 3.343664e-03 1.511923e-01 0.02211530 0.98251284 \n", - "secf65 -2.304329e-03 1.579715e-01 -0.01458699 0.98846512 \n", - "secc65 -4.915284e-01 7.290408e-01 -0.67421246 0.50570489 \n", - "seccm65 2.596016e-01 3.556533e-01 0.72992873 0.47149686 \n", - "seccf65 2.206524e-01 3.733333e-01 0.59103325 0.55923950 \n", - "syr65 -7.555807e-01 7.976763e+00 -0.09472273 0.92520970 \n", - "syrm65 3.109007e-01 3.896731e+00 0.07978502 0.93697576 \n", - "syrf65 7.592811e-01 4.110634e+00 0.18471143 0.85478676 \n", - "teapri65 3.954523e-05 7.700406e-04 0.05135474 0.95940747 \n", - "teasec65 2.496674e-04 1.171230e-03 0.21316678 0.83274136 \n", - "ex1 -5.804081e-01 2.418472e-01 -2.39989593 0.02329485 \n", - "im1 5.914450e-01 2.502978e-01 2.36296558 0.02530892 \n", - "xr65 -1.037768e-04 5.416760e-05 -1.91584652 0.06564690 \n", - "tot1 -1.279011e-01 1.125951e-01 -1.13593842 0.26561200 " - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "summary(ls.effect)$coef" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "[1] \"Estimates and significance testing of the effect of target variables\"\n", - " Estimate. Std. Error t value Pr(>|t|) \n", - "[1,] -0.04981 0.01394 -3.574 0.000351 ***\n", - "---\n", - "Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", - "\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "dX = as.matrix(cbind(d, X))\n", - "lasso.effect = rlassoEffect(x = X, y = y, d = d, method = \"partialling out\")\n", - "summary(lasso.effect)" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "[1] \"Estimates and significance testing of the effect of target variables\"\n", - " Estimate. Std. Error t value Pr(>|t|) \n", - "gdpsh465 -0.05001 0.01579 -3.167 0.00154 **\n", - "---\n", - "Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", - "\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "doublesel.effect = rlassoEffect(x = X, y = y, d = d, method = \"double selection\")\n", - "summary(doublesel.effect)" - ] - }, - { - "cell_type": "code", - "execution_count": 9, + "execution_count": 58, "metadata": { "vscode": { "languageId": "r" @@ -2708,17 +1160,6 @@ "tab" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [], - "source": [] - }, { "cell_type": "markdown", "metadata": {}, @@ -2790,12 +1231,12 @@ "z = AJR$logMort\n", "x = model.matrix(~-1 + (Latitude + Latitude2 + Africa + Asia + Namer + Samer)^2,\n", "data = AJR)\n", - "dim(x)\n" + "dim(x)" ] }, { "cell_type": "code", - "execution_count": 3, + "execution_count": 59, "metadata": { "vscode": { "languageId": "r" @@ -2825,7 +1266,7 @@ }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 60, "metadata": { "vscode": { "languageId": "r" @@ -2847,7 +1288,7 @@ }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 62, "metadata": { "vscode": { "languageId": "r" @@ -2878,7 +1319,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 63, "metadata": { "vscode": { "languageId": "r" @@ -2896,7 +1337,7 @@ }, { "cell_type": "code", - "execution_count": 10, + "execution_count": 64, "metadata": { "vscode": { "languageId": "r" @@ -2930,7 +1371,7 @@ }, { "cell_type": "code", - "execution_count": 45, + "execution_count": 68, "metadata": { "vscode": { "languageId": "r" @@ -2949,7 +1390,7 @@ }, { "cell_type": "code", - "execution_count": 46, + "execution_count": 69, "metadata": { "vscode": { "languageId": "r" @@ -2963,7 +1404,7 @@ }, { "cell_type": "code", - "execution_count": 47, + "execution_count": 72, "metadata": { "vscode": { "languageId": "r" @@ -2989,7 +1430,7 @@ }, { "cell_type": "code", - "execution_count": 22, + "execution_count": 73, "metadata": { "vscode": { "languageId": "r" @@ -3011,7 +1452,7 @@ }, { "cell_type": "code", - "execution_count": 49, + "execution_count": 74, "metadata": { "vscode": { "languageId": "r" @@ -3037,7 +1478,7 @@ }, { "cell_type": "code", - "execution_count": 24, + "execution_count": 75, "metadata": { "vscode": { "languageId": "r" @@ -3059,38 +1500,76 @@ }, { "cell_type": "code", - "execution_count": 30, + "execution_count": 79, "metadata": { "vscode": { "languageId": "r" } }, "outputs": [ + { + "name": "stdout", + "output_type": "stream", + "text": [ + "[1] \"Estimates and significance testing of the effect of target variables in the IV regression model\"\n", + " coeff. se. t-value p-value\n", + "d1 0.4146 0.2902 1.428 0.153\n", + "\n", + "\n", + "Estimates and Significance Testing of the effect of target variables in the IV regression model \n", + " coeff. se. t-value p-value\n", + "d1 -0.02383 0.12851 -0.185 0.853\n", + "\n", + "\n" + ] + }, { "data": { "text/html": [ - "
Estimate
0.00786473183385086
Std. Error
0.00986592662133842
\n" + "\n", + "\n", + "\n", + "\t\n", + "\t\n", + "\n", + "\n", + "\t\n", + "\t\n", + "\t\n", + "\t\n", + "\n", + "
A xtable: 4 × 2
EstimateStd. Error
<dbl><dbl>
ols regression 0.0078647320.009865927
IV estimation -0.0107332690.033766362
selection on Z 0.4146016410.290249208
selection on X and Z-0.0238346970.128506538
\n" ], "text/latex": [ - "\\begin{description*}\n", - "\\item[Estimate] 0.00786473183385086\n", - "\\item[Std. Error] 0.00986592662133842\n", - "\\end{description*}\n" + "A xtable: 4 × 2\n", + "\\begin{tabular}{r|ll}\n", + " & Estimate & Std. Error\\\\\n", + " & & \\\\\n", + "\\hline\n", + "\tols regression & 0.007864732 & 0.009865927\\\\\n", + "\tIV estimation & -0.010733269 & 0.033766362\\\\\n", + "\tselection on Z & 0.414601641 & 0.290249208\\\\\n", + "\tselection on X and Z & -0.023834697 & 0.128506538\\\\\n", + "\\end{tabular}\n" ], "text/markdown": [ - "Estimate\n", - ": 0.00786473183385086Std. Error\n", - ": 0.00986592662133842\n", + "\n", + "A xtable: 4 × 2\n", + "\n", + "| | Estimate <dbl> | Std. Error <dbl> |\n", + "|---|---|---|\n", + "| ols regression | 0.007864732 | 0.009865927 |\n", + "| IV estimation | -0.010733269 | 0.033766362 |\n", + "| selection on Z | 0.414601641 | 0.290249208 |\n", + "| selection on X and Z | -0.023834697 | 0.128506538 |\n", "\n" ], "text/plain": [ - " Estimate Std. Error \n", - "0.007864732 0.009865927 " + " Estimate Std. Error \n", + "ols regression 0.007864732 0.009865927\n", + "IV estimation -0.010733269 0.033766362\n", + "selection on Z 0.414601641 0.290249208\n", + "selection on X and Z -0.023834697 0.128506538" ] }, "metadata": {}, @@ -3098,12 +1577,60 @@ } ], "source": [ - "summary(ED.ols)$coef[2, 1:2]" + "library(xtable)\n", + "table = matrix(0, 4, 2)\n", + "table[1, ] = summary(ED.ols)$coef[2, 1:2]\n", + "table[2, ] = cbind(ED.2sls$coef[1], ED.2sls$se[1])\n", + "table[3, ] = summary(lasso.IV.Z)[, 1:2]\n", + "table[4, ] = summary(lasso.IV.XZ)[, 1:2]\n", + "colnames(table) = c(\"Estimate\", \"Std. Error\")\n", + "rownames(table) = c(\"ols regression\", \"IV estimation \", \"selection on Z\", \"selection on X and Z\")\n", + "tab = xtable(table, digits = c(2, 2, 7))\n", + "tab" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "## 6. Inference on Treatment Effects in a High-Dimensional Setting" + ] + }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "### 6.3. Application: 401(k) plan participation." ] }, { "cell_type": "code", - "execution_count": 31, + "execution_count": 2, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [ + "data(pension)\n", + "y = pension$tw\n", + "d = pension$p401\n", + "z = pension$e401\n", + "X = pension[, c(\"i2\", \"i3\", \"i4\", \"i5\", \"i6\", \"i7\", \"a2\", \"a3\", \"a4\", \"a5\", \"fsize\",\n", + "\"hs\", \"smcol\", \"col\", \"marr\", \"twoearn\", \"db\", \"pira\", \"hown\")] # simple model\n", + "xvar = c(\"i2\", \"i3\", \"i4\", \"i5\", \"i6\", \"i7\", \"a2\", \"a3\", \"a4\", \"a5\", \"fsize\", \"hs\",\n", + "\"smcol\", \"col\", \"marr\", \"twoearn\", \"db\", \"pira\", \"hown\")\n", + "xpart = paste(xvar, collapse = \"+\")\n", + "form = as.formula(paste(\"tw ~ \", paste(c(\"p401\", xvar), collapse = \"+\"), \"|\", paste(xvar,\n", + "collapse = \"+\")))\n", + "formZ = as.formula(paste(\"tw ~ \", paste(c(\"p401\", xvar), collapse = \"+\"), \"|\", paste(c(\"e401\",\n", + "xvar), collapse = \"+\")))" + ] + }, + { + "cell_type": "code", + "execution_count": 3, "metadata": { "vscode": { "languageId": "r" @@ -3111,44 +1638,29 @@ }, "outputs": [ { - "data": { - "text/html": [ - "\n", - "\n", - "\n", - "\t\n", - "\n", - "
A matrix: 1 × 2 of type dbl
d1-0.010733270.03376636
\n" - ], - "text/latex": [ - "A matrix: 1 × 2 of type dbl\n", - "\\begin{tabular}{r|ll}\n", - "\td1 & -0.01073327 & 0.03376636\\\\\n", - "\\end{tabular}\n" - ], - "text/markdown": [ - "\n", - "A matrix: 1 × 2 of type dbl\n", - "\n", - "| d1 | -0.01073327 | 0.03376636 |\n", - "\n" - ], - "text/plain": [ - " [,1] [,2] \n", - "d1 -0.01073327 0.03376636" - ] - }, - "metadata": {}, - "output_type": "display_data" + "name": "stdout", + "output_type": "stream", + "text": [ + "Estimation and significance testing of the treatment effect \n", + "Type: ATE \n", + "Bootstrap: not applicable \n", + " coeff. se. t-value p-value \n", + "TE 10180 1931 5.273 1.34e-07 ***\n", + "---\n", + "Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", + "\n", + "\n" + ] } ], "source": [ - "cbind(ED.2sls$coef[1], ED.2sls$se[1])" + "pension.ate = rlassoATE(form, data = pension)\n", + "summary(pension.ate)" ] }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 4, "metadata": { "vscode": { "languageId": "r" @@ -3159,25 +1671,307 @@ "name": "stdout", "output_type": "stream", "text": [ - "[1] \"Estimates and significance testing of the effect of target variables in the IV regression model\"\n", - " coeff. se. t-value p-value\n", - "d1 0.4146 0.2902 1.428 0.153\n", + "Estimation and significance testing of the treatment effect \n", + "Type: ATET \n", + "Bootstrap: not applicable \n", + " coeff. se. t-value p-value \n", + "TE 12628 2944 4.289 1.8e-05 ***\n", + "---\n", + "Signif. codes: 0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", "\n", "\n" ] } ], "source": [ - "library(xtable)\n", - "table = matrix(0, 4, 2)\n", - "table[1, ] = summary(ED.ols)$coef[2, 1:2]\n", - "table[2, ] = cbind(ED.2sls$coef[1], ED.2sls$se[1])\n", - "table[3, ] = summary(lasso.IV.Z)[, 1:2]" + "# pension.atet = rlassoATET(X,d,y)\n", + "pension.atet = rlassoATET(form, data = pension)\n", + "summary(pension.atet)" ] }, { "cell_type": "code", - "execution_count": 27, + "execution_count": 36, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [ + "library(remotes)" + ] + }, + { + "cell_type": "code", + "execution_count": 5, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "ename": "ERROR", + "evalue": "Error in install_version(\"glmnet\", \"4.1-3\"): no se pudo encontrar la función \"install_version\"\n", + "output_type": "error", + "traceback": [ + "Error in install_version(\"glmnet\", \"4.1-3\"): no se pudo encontrar la función \"install_version\"\nTraceback:\n" + ] + } + ], + "source": [ + "install_version(\"glmnet\", \"4.1-3\")\n", + "library(glmnet)" + ] + }, + { + "cell_type": "code", + "execution_count": 6, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "ename": "ERROR", + "evalue": "Error in h(simpleError(msg, call)): error in evaluating the argument 'x' in selecting a method for function 'drop': argumentos no compatibles\n", + "output_type": "error", + "traceback": [ + "Error in h(simpleError(msg, call)): error in evaluating the argument 'x' in selecting a method for function 'drop': argumentos no compatibles\nTraceback:\n", + "1. rlassoLATE(X, d, y, z)", + "2. rlassoLATE.default(X, d, y, z)", + "3. rlassologit(d[indz0] ~ x[indz0, , drop = FALSE], post = post, \n . intercept = intercept, penalty = penalty)", + "4. rlassologit.formula(d[indz0] ~ x[indz0, , drop = FALSE], post = post, \n . intercept = intercept, penalty = penalty)", + "5. rlassologit(x, y, post = post, intercept = intercept, model = model, \n . penalty = penalty, control = control, ...)", + "6. rlassologit.default(x, y, post = post, intercept = intercept, \n . model = model, penalty = penalty, control = control, ...)", + "7. glmnet::glmnet(x, y, family = c(\"binomial\"), alpha = 1, lambda = lambda[1], \n . standardize = TRUE, intercept = intercept)", + "8. lognet(xd, is.sparse, ix, jx, y, weights, offset, alpha, nobs, \n . nvars, jd, vp, cl, ne, nx, nlam, flmin, ulam, thresh, isd, \n . intr, vnames, maxit, kopt, family, pb)", + "9. drop(y %*% rep(1, nc))", + "10. .handleSimpleError(function (cond) \n . .Internal(C_tryCatchHelper(addr, 1L, cond)), \"argumentos no compatibles\", \n . base::quote(y %*% rep(1, nc)))", + "11. h(simpleError(msg, call))" + ] + } + ], + "source": [ + "pension.late = rlassoLATE(X, d, y, z)\n", + "summary(pension.late)" + ] + }, + { + "cell_type": "code", + "execution_count": 7, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [ + { + "ename": "ERROR", + "evalue": "Error in parse(text = x, srcfile = src): :55:3: inesperado 'else'\n54: \n55: else\n ^\n", + "output_type": "error", + "traceback": [ + "Error in parse(text = x, srcfile = src): :55:3: inesperado 'else'\n54: \n55: else\n ^\nTraceback:\n" + ] + } + ], + "source": [ + "bootstrap = \"none\"\n", + "nRep = 500\n", + "post = TRUE\n", + "intercept = TRUE\n", + "always_takers = TRUE\n", + "never_takers = TRUE\n", + "x = X\n", + "\n", + " x <- as.matrix(x)\n", + " n <- dim(x)[1]\n", + " p <- dim(x)[2]\n", + " checkmate::checkChoice(bootstrap, c(\"none\", \"Bayes\", \"normal\", \"wild\"))\n", + " checkmate::checkLogical(always_takers, never_takers)\n", + " lambda <- 2.2 * sqrt(n) * qnorm(1 - (.1/log(n))/(2 * (2 * p)))\n", + " control <- list(numIter = 15, tol = 10^-5)\n", + " # penalty <- list(method = 'none', lambda.start = rep(lambda, p), c =\n", + " # 1.1, gamma = 0.1)\n", + " penalty <- list(homoscedastic = \"none\", lambda.start = rep(lambda, \n", + " p), c = 1.1, gamma = 0.1)\n", + " indz1 <- (z == 1)\n", + " indz0 <- (z == 0)\n", + " # E[Y|Z = 1,X] = my_z1x\n", + " b_y_z1xL <- rlasso(y[indz1] ~ x[indz1, , drop = FALSE], post = post, \n", + " intercept = intercept, control = control, penalty = penalty)\n", + " my_z1x <- predict(b_y_z1xL, newdata = x)\n", + " # E[Y|Z = 0,X] = my_z0x\n", + " b_y_z0xL <- rlasso(y[indz0] ~ x[indz0, , drop = FALSE], post = post, \n", + " intercept = intercept, control = control, penalty = penalty)\n", + " my_z0x <- predict(b_y_z0xL, newdata = x)\n", + " # E[D|Z = 1,X] = md_z1x\n", + " lambda <- 2.2 * sqrt(n) * qnorm(1 - (.1/log(n))/(2 * (2 * p)))\n", + " penalty <- list(lambda.start = lambda, c = 1.1, gamma = 0.1)\n", + " \n", + " # if (sum(d - z) != 0) {\n", + " # b_d_z1xL <- rlassologit(d[indz1] ~ x[indz1, , drop = FALSE], post = post, \n", + " # intercept = intercept, penalty = penalty)\n", + " # md_z1x <- predict(b_d_z1xL, newdata = x)\n", + " # } else {\n", + " # md_z1x <- rep(1, n)\n", + " # }\n", + " # \n", + " # E[D|Z = 0,X] = md_z0x\n", + " #penalty <- list(homoscedastic = \"none\", lambda.start = rep(lambda, \n", + " # p), c = 1.1, gamma = 0.1)\n", + " #b_d_z0x <- rlassologit(d[indz0] ~ x[indz0, ], post = post, intercept = intercept, penalty = penalty)\n", + " #md_z0x <- predict(b_d_z0x, newdata = x)\n", + " # md_z0x <- rep(0, n)\n", + " \n", + " # E[D|Z = 1,X] = md_z1x\n", + " if (identical(d,z)) {\n", + " md_z1x <- rep(1, n)\n", + " md_z0x <- rep(0, n)\n", + " }\n", + " \n", + " else {\n", + " \n", + " if (all(always_takers, never_takers)) {\n", + " g_d_z1 <- rlassologit(d[indz1] ~ x[indz1, , drop = FALSE], \n", + " post = post, intercept = intercept, penalty = penalty)\n", + " md_z1x <- predict(g_d_z1, newdata = x)\n", + " \n", + " g_d_z0 <- rlassologit(d[indz0] ~ x[indz0, , drop = FALSE], \n", + " post = post, intercept = intercept, penalty = penalty)\n", + " md_z0x <- predict(g_d_z0, newdata = x) \n", + " }\n", + " \n", + " \n", + " if (always_takers == FALSE & never_takers == TRUE) {\n", + " g_d_z1 <- rlassologit(d[indz1] ~ x[indz1, , drop = FALSE], \n", + " post = post, intercept = intercept, penalty = penalty)\n", + " md_z1x <- predict(g_d_z1, newdata = x)\n", + " \n", + " ### no always-takers: E[D=1 | Z=0,X] = 0\n", + " md_z0x <- rep(0, n)\n", + " }\n", + " \n", + " if (always_takers == TRUE & never_takers == FALSE) {\n", + " ### no never-takers: E[D=1 | Z=1,X] = 1\n", + " md_z1x <- rep(1, n)\n", + " \n", + " g_d_z0 <- rlassologit(d[indz0] ~ x[indz0, , drop = FALSE], \n", + " post = post, intercept = intercept, penalty = penalty)\n", + " md_z0x <- predict(g_d_z0, newdata = x)\n", + " }\n", + " \n", + " if (always_takers == FALSE & never_takers == FALSE) {\n", + " md_z1x <- rep(1, n)\n", + " md_z0x <- rep(0, n)\n", + " \n", + " message(\"If there are no always-takers and no never-takers, ATE is estimated\")\n", + " }\n", + " }\n", + " \n", + " # E[Z|X] = mz_x\n", + " b_z_xL <- rlassologit(z ~ x, post = post, intercept = intercept)\n", + " mz_x <- predict(b_z_xL, newdata = x)\n", + " mz_x <- mz_x * (mz_x > 1e-12 & mz_x < 1 - 1e-12) + (1 - 1e-12) * (mz_x > \n", + " 1 - 1e-12) + 1e-12 * (mz_x < 1e-12)\n", + " \n", + " eff <- (z * (y - my_z1x)/mz_x - ((1 - z) * (y - my_z0x)/(1 - mz_x)) + \n", + " my_z1x - my_z0x)/mean(z * (d - md_z1x)/mz_x - ((1 - z) * (d - md_z0x)/(1 - \n", + " mz_x)) + md_z1x - md_z0x)\n", + " \n", + " se <- sqrt(var(eff))/sqrt(n)\n", + " late <- mean(eff)\n", + " individual <- eff\n", + " \n", + " object <- list(se = se, te = late, individual = individual, type = \"LATE\", \n", + " call = match.call(), samplesize = n)\n", + " \n", + " if (bootstrap != \"none\") {\n", + " boot <- rep(NA, nRep)\n", + " for (i in 1:nRep) {\n", + " if (bootstrap == \"Bayes\") {\n", + " weights <- rexp(n, rate = 1) - 1\n", + " }\n", + " if (bootstrap == \"normal\") {\n", + " weights <- rnorm(n)\n", + " }\n", + " if (bootstrap == \"wild\") {\n", + " weights <- rnorm(n)/sqrt(2) + (rnorm(n)^2 - 1)/2\n", + " }\n", + " weights <- weights + 1\n", + " boot[i] <- mean(weights * (z * (y - my_z1x)/mz_x - ((1 - z) * \n", + " (y - my_z0x)/(1 - mz_x)) + my_z1x - my_z0x))/mean(weights * \n", + " (z * (d - md_z1x)/mz_x - ((1 - z) * (d - md_z0x)/(1 - mz_x)) + \n", + " md_z1x - md_z0x))\n", + " }\n", + " object$boot.se <- sqrt(var(boot))\n", + " object$type_boot <- bootstrap\n", + " }" + ] + }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [] + }, + { + "cell_type": "code", + "execution_count": 18, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [ + "# X = model.matrix(~ -1 + (i2 + i3 + i4 + i5 + i6 + i7 + a2 + a3 + a4 + a5 +\n", + "# fsize + hs + smcol + col + marr + twoearn + db + pira + hown)^2, data =\n", + "# pension) # model with interactions\n", + "xvar2 <- paste(\"(\", xvar, \")^2\", sep = \"\")\n", + "formExt = as.formula(paste(\"tw ~ \", paste(c(\"p401\", xvar2), collapse = \"+\"), \"|\",\n", + "paste(xvar2, collapse = \"+\")))\n", + "formZExt = as.formula(paste(\"tw ~ \", paste(c(\"p401\", xvar2), collapse = \"+\"), \"|\",\n", + "paste(c(\"e401\", xvar2), collapse = \"+\")))" + ] + }, + { + "cell_type": "code", + "execution_count": 24, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [ + "pension.ate = rlassoATE(X, z, y)\n", + "pension.atet = rlassoATET(X, z, y)\n", + "# pension.late = rlassoLATE(X, d, y, z)\n", + "# pension.latet = rlassoLATET(X, d, y, z)\n", + "# # pension.ate = rlassoATE(formExt, data = pension) pension.atet =\n", + "# # rlassoATET(formExt, data = pension) pension.late = rlassoLATE(formZExt, data =\n", + "# # pension) pension.latet = rlassoLATET(formZExt, data = pension)\n", + "# table = matrix(0, 4, 2)\n", + "# table[1, ] = summary(pension.ate)[, 1:2]\n", + "# table[2, ] = summary(pension.atet)[, 1:2]\n", + "# table[3, ] = summary(pension.late)[, 1:2]\n", + "# table[4, ] = summary(pension.latet)[, 1:2]\n", + "# colnames(table) = c(\"Estimate\", \"Std. Error\")\n", + "# rownames(table) = c(\"ATE\", \"ATET \", \"LATE\", \"LATET\")\n", + "# tab = xtable(table, digits = c(2, 2, 2))" + ] + }, + { + "cell_type": "code", + "execution_count": 26, "metadata": { "vscode": { "languageId": "r" @@ -3186,42 +1980,16 @@ "outputs": [ { "data": { - "text/html": [ - "\n", - "\n", - "\n", - "\t\n", - "\t\n", - "\t\n", - "\t\n", - "\n", - "
A matrix: 4 × 2 of type dbl
0.0078647320.009865927
-0.0107332690.033766362
0.4146016410.290249208
0.0000000000.000000000
\n" - ], - "text/latex": [ - "A matrix: 4 × 2 of type dbl\n", - "\\begin{tabular}{ll}\n", - "\t 0.007864732 & 0.009865927\\\\\n", - "\t -0.010733269 & 0.033766362\\\\\n", - "\t 0.414601641 & 0.290249208\\\\\n", - "\t 0.000000000 & 0.000000000\\\\\n", - "\\end{tabular}\n" - ], - "text/markdown": [ + "text/plain": [ "\n", - "A matrix: 4 × 2 of type dbl\n", + "Call:\n", + "rlassoLATET.default(x = x, d = d, y = y, z = z, bootstrap = bootstrap, \n", + " nRep = nRep)\n", "\n", - "| 0.007864732 | 0.009865927 |\n", - "| -0.010733269 | 0.033766362 |\n", - "| 0.414601641 | 0.290249208 |\n", - "| 0.000000000 | 0.000000000 |\n", - "\n" - ], - "text/plain": [ - " [,1] [,2] \n", - "[1,] 0.007864732 0.009865927\n", - "[2,] -0.010733269 0.033766362\n", - "[3,] 0.414601641 0.290249208\n", - "[4,] 0.000000000 0.000000000" + "Treatment Effect\n", + "Type: ATET \n", + "Value:\n", + "[1] 10795\n" ] }, "metadata": {}, @@ -3229,7 +1997,7 @@ } ], "source": [ - "table" + "pension.atet" ] }, { @@ -3243,6 +2011,17 @@ "outputs": [], "source": [] }, + { + "cell_type": "code", + "execution_count": null, + "metadata": { + "vscode": { + "languageId": "r" + } + }, + "outputs": [], + "source": [] + }, { "cell_type": "markdown", "metadata": {}, From 80465fa5343e6d71abc50b99c2ecb6fb12be7fe8 Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Fri, 14 Oct 2022 08:02:41 -0500 Subject: [PATCH 24/28] # --- tutorial/HDMjl_tutorial.ipynb | 149 ++++++++++++++++++---------------- 1 file changed, 77 insertions(+), 72 deletions(-) diff --git a/tutorial/HDMjl_tutorial.ipynb b/tutorial/HDMjl_tutorial.ipynb index a549ec0..a4806da 100644 --- a/tutorial/HDMjl_tutorial.ipynb +++ b/tutorial/HDMjl_tutorial.ipynb @@ -14,65 +14,56 @@ "## 2. How to get started" ] }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "or" - ] - }, - { - "cell_type": "code", - "execution_count": 184, - "metadata": {}, - "outputs": [], - "source": [ - "#Pkg.rm(\"HDMjl\")" - ] - }, - { - "cell_type": "code", - "execution_count": 59, - "metadata": {}, - "outputs": [], - "source": [ - "#Pkg.add(url = \"https://github.com/d2cml-ai/HDMjl.jl#prueba\", rev = \"dev\")" - ] - }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ - "# import Pkg; Pkg.add(url = \"https://github.com/d2cml-ai/HDMjl.jl#prueba\")" + "import Pkg; using Pkg" ] }, { "cell_type": "code", - "execution_count": null, + "execution_count": 9, "metadata": {}, "outputs": [], "source": [ - "import Pkg, using Pkg" + "#Pkg.rm(\"HDMjl\")" ] }, { "cell_type": "code", - "execution_count": 4, + "execution_count": 12, "metadata": {}, "outputs": [ { "name": "stderr", "output_type": "stream", "text": [ - "\u001b[32m\u001b[1m Resolving\u001b[22m\u001b[39m package versions...\n" + "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m git-repo `https://github.com/d2cml-ai/HDMjl.jl`\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1m Resolving\u001b[22m\u001b[39m package versions..." ] }, { "name": "stderr", "output_type": "stream", "text": [ + "\n", + "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `C:\\Users\\User\\.julia\\environments\\v1.8\\Project.toml`\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " \u001b[90m [8de29b41] \u001b[39m\u001b[92m+ HDMjl v0.0.11 `https://github.com/d2cml-ai/HDMjl.jl#prueba`\u001b[39m\n", "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m " ] }, @@ -80,31 +71,59 @@ "name": "stderr", "output_type": "stream", "text": [ - "`C:\\Users\\User\\.julia\\environments\\v1.8\\Project.toml`\n", - " \u001b[90m [8de29b41] \u001b[39m\u001b[92m+ HDMjl v0.0.11 `E:/causal_ml/hdm_paper/prueba/HDMjl.jl`\u001b[39m\n", - "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `C:\\Users\\User\\.julia\\environments\\v1.8\\Manifest.toml`\n" + "`C:\\Users\\User\\.julia\\environments\\v1.8\\Manifest.toml`\n", + " \u001b[90m [8de29b41] \u001b[39m\u001b[92m+ HDMjl v0.0.11 `https://github.com/d2cml-ai/HDMjl.jl#prueba`\u001b[39m" ] }, { "name": "stderr", "output_type": "stream", "text": [ - " \u001b[90m [8de29b41] \u001b[39m\u001b[92m+ HDMjl v0.0.11 `E:/causal_ml/hdm_paper/prueba/HDMjl.jl`\u001b[39m\n" + "\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[32m\u001b[1mPrecompiling\u001b[22m\u001b[39m" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + " project..." + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\n" + ] + }, + { + "name": "stderr", + "output_type": "stream", + "text": [ + "\u001b[33m ✓ \u001b[39mHDMjl\n", + " 1 dependency successfully precompiled in 28 seconds. 292 already precompiled.\n", + " \u001b[33m1\u001b[39m dependency precompiled but a different version is currently loaded. Restart julia to access the new version\n" ] } ], "source": [ - "Pkg.develop(path = \"E:/causal_ml/hdm_paper/prueba/HDMjl.jl\")" + "Pkg.add(url = \"https://github.com/d2cml-ai/HDMjl.jl\", rev = \"prueba\")" ] }, { "cell_type": "code", - "execution_count": 5, + "execution_count": 1, "metadata": {}, "outputs": [], "source": [ - "using CodecXz, RData, DataFrames, StatsModels, \n", - " Statistics, Distributions, PrettyTables, GLM, CSV, HDMjl" + "using CodecXz, RData, DataFrames, StatsModels, Statistics, Distributions, PrettyTables, GLM, CSV, HDMjl" ] }, { @@ -123,7 +142,7 @@ }, { "cell_type": "code", - "execution_count": 36, + "execution_count": 2, "metadata": {}, "outputs": [], "source": [ @@ -137,7 +156,7 @@ }, { "cell_type": "code", - "execution_count": 38, + "execution_count": 4, "metadata": {}, "outputs": [ { @@ -181,7 +200,7 @@ }, { "cell_type": "code", - "execution_count": 39, + "execution_count": 5, "metadata": {}, "outputs": [], "source": [ @@ -197,7 +216,7 @@ }, { "cell_type": "code", - "execution_count": 28, + "execution_count": 6, "metadata": {}, "outputs": [ { @@ -233,7 +252,7 @@ }, { "cell_type": "code", - "execution_count": 32, + "execution_count": 7, "metadata": {}, "outputs": [], "source": [ @@ -244,7 +263,7 @@ }, { "cell_type": "code", - "execution_count": 106, + "execution_count": 8, "metadata": {}, "outputs": [ { @@ -282,7 +301,7 @@ }, { "cell_type": "code", - "execution_count": 6, + "execution_count": 13, "metadata": {}, "outputs": [], "source": [ @@ -292,7 +311,7 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": 14, "metadata": {}, "outputs": [], "source": [ @@ -306,7 +325,7 @@ }, { "cell_type": "code", - "execution_count": 96, + "execution_count": 15, "metadata": {}, "outputs": [ { @@ -342,7 +361,7 @@ }, { "cell_type": "code", - "execution_count": 97, + "execution_count": 16, "metadata": {}, "outputs": [], "source": [ @@ -354,7 +373,7 @@ }, { "cell_type": "code", - "execution_count": 98, + "execution_count": 17, "metadata": {}, "outputs": [ { @@ -390,7 +409,7 @@ }, { "cell_type": "code", - "execution_count": 99, + "execution_count": 18, "metadata": {}, "outputs": [ { @@ -430,7 +449,7 @@ }, { "cell_type": "code", - "execution_count": 101, + "execution_count": 22, "metadata": {}, "outputs": [ { @@ -438,9 +457,9 @@ "output_type": "stream", "text": [ "Estimates and significance testing of the effect of target variables\n", - " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", "\n", - " 1 0.972739 0.0136868 71.0715 0.0\n", + " 1 0.97274 0.01369 71.05478 0.0 ***\n", "---\n", "Signif. codes:\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" @@ -454,7 +473,7 @@ }, { "cell_type": "code", - "execution_count": 102, + "execution_count": 20, "metadata": {}, "outputs": [ { @@ -475,7 +494,7 @@ }, { "cell_type": "code", - "execution_count": 105, + "execution_count": 21, "metadata": {}, "outputs": [ { @@ -483,9 +502,9 @@ "output_type": "stream", "text": [ "Estimates and significance testing of the effect of target variables\n", - " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", + " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", "\n", - " 1 0.978075 0.0141562 69.0914 0.0\n", + " 1 0.97807 0.01416 69.07274 0.0 ***\n", "---\n", "Signif. codes:\n", "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" @@ -933,13 +952,6 @@ "pretty_table(hcat(index, table), show_row_number = false, header = [\" \", \"Estimate\", \"Std. Error\"], tf = tf_simple, nosubheader = true)" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, { "cell_type": "markdown", "metadata": {}, @@ -947,13 +959,6 @@ "## 5. Instrumental Variable Estimation in a High-Dimensional Setting" ] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, { "cell_type": "markdown", "metadata": {}, From f9c81a2e869ca0cf178d338b57979eebe02a2857 Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Fri, 14 Oct 2022 08:23:36 -0500 Subject: [PATCH 25/28] # --- tutorial/HDMjl_tutorial.ipynb | 53 +- tutorial/HDMjl_tutorial_1.ipynb | 2173 ------------------------------- tutorial/r_file.ipynb | 276 +--- 3 files changed, 30 insertions(+), 2472 deletions(-) delete mode 100644 tutorial/HDMjl_tutorial_1.ipynb diff --git a/tutorial/HDMjl_tutorial.ipynb b/tutorial/HDMjl_tutorial.ipynb index a4806da..7c3472c 100644 --- a/tutorial/HDMjl_tutorial.ipynb +++ b/tutorial/HDMjl_tutorial.ipynb @@ -123,7 +123,7 @@ "metadata": {}, "outputs": [], "source": [ - "using CodecXz, RData, DataFrames, StatsModels, Statistics, Distributions, PrettyTables, GLM, CSV, HDMjl" + "using CodecXz, RData, DataFrames, StatsModels, Statistics, Distributions, PrettyTables, GLM, CSV, HDMjl, LinearAlgebra, StatsModels" ] }, { @@ -146,7 +146,6 @@ "metadata": {}, "outputs": [], "source": [ - "using CSV\n", "url = \"https://raw.githubusercontent.com/d2cml-ai/HDMjl.jl/prueba/data/3_2.csv\"\n", "dta = DataFrame(CSV.read(download(url), DataFrame));\n", "n, p = size(dta);\n", @@ -299,16 +298,6 @@ "### 4.1. Intuition for the Orthogonality Principle in Linear Models via Partialling Out." ] }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "using CSV, GLM\n", - "using DataFrames" - ] - }, { "cell_type": "code", "execution_count": 14, @@ -529,7 +518,6 @@ "metadata": {}, "outputs": [], "source": [ - "using CSV\n", "url = \"https://raw.githubusercontent.com/d2cml-ai/HDMjl.jl/prueba/data/4_2.csv\"\n", "data = DataFrame(CSV.read(download(url), DataFrame));\n", "n, p = size(data);\n", @@ -817,25 +805,12 @@ "### 4.4. Application: Estimation of the treatment effect in a linear model with many confounding factors" ] }, - { - "cell_type": "code", - "execution_count": 15, - "metadata": {}, - "outputs": [], - "source": [ - "using LinearAlgebra" - ] - }, { "cell_type": "code", "execution_count": 16, "metadata": {}, "outputs": [], "source": [ - "using GLM\n", - "using CodecXz\n", - "using RData\n", - "using DataFrames\n", "url = \"https://github.com/cran/hdm/raw/master/data/GrowthData.rda\";\n", "GrowthData = load(download(url))[\"GrowthData\"];\n", "y = GrowthData[:, 1];\n", @@ -852,7 +827,7 @@ "source": [ "Q, R = qr(hcat(ones(length(y)), X_1))\n", "β = pinv(hcat(ones(length(y)), X_1)) * y\n", - "# ls_effect = β;\n", + "\n", "res = y - hcat(ones(length(y)), X_1) * β;\n", "n = size(hcat(ones(length(y)), X_1))[1]\n", "k = size(hcat(ones(length(y)), X_1))[2]\n", @@ -864,16 +839,6 @@ "ls_effect = DataFrame(Estimate = β, stderror = se);" ] }, - { - "cell_type": "code", - "execution_count": 180, - "metadata": {}, - "outputs": [], - "source": [ - "# ls_effect = lm(hcat(ones(length(y)), X_1)[:, 1:42], y);\n", - "# coef(ls_effect)" - ] - }, { "cell_type": "code", "execution_count": 18, @@ -942,7 +907,6 @@ } ], "source": [ - "using PrettyTables\n", "table = zeros(3,2)\n", "table[1,:] = [round(Matrix(ls_effect)[2,1], digits = 2), round.(Matrix(ls_effect)[2,2], digits = 5)]\n", "table[2,:] = [round(lasso_effect.coefficients, digits =2), round(lasso_effect.se, digits = 5)]\n", @@ -966,15 +930,6 @@ "### 5.2. Application: Economic Development and Institutions." ] }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [], - "source": [ - "using RDatasets, TexTables, LinearAlgebra, GLM" - ] - }, { "cell_type": "code", "execution_count": 38, @@ -991,7 +946,6 @@ } ], "source": [ - "using Statistics, StatsModels, RData\n", "url = \"https://github.com/cran/hdm/raw/master/data/AJR.rda\";\n", "AJR = load(download(url))[\"AJR\"];\n", "y = AJR[!,\"GDP\"]\n", @@ -1226,7 +1180,6 @@ "metadata": {}, "outputs": [], "source": [ - "using Statistics, GLM\n", "url = \"https://github.com/cran/hdm/raw/master/data/EminentDomain.rda\";\n", "EminentDomain = load(download(url))[\"EminentDomain\"];\n", "z = EminentDomain[\"logGDP\"][\"z\"];\n", @@ -1376,7 +1329,6 @@ } ], "source": [ - "using PrettyTables\n", "table = zeros(4,2)\n", "table[1,:] = [coef(ED_ols)[2], stderror(ED_ols)[2]]\n", "table[2,:] = [ED_2sls[\"coefficients\"][1,2], ED_2sls[\"se\"][1]]\n", @@ -1941,7 +1893,6 @@ "metadata": {}, "outputs": [], "source": [ - "using CSV\n", "url = \"https://raw.githubusercontent.com/d2cml-ai/HDMjl.jl/prueba/data/7_.csv\"\n", "data = DataFrame(CSV.read(download(url), DataFrame));\n", "n, p = size(data);\n", diff --git a/tutorial/HDMjl_tutorial_1.ipynb b/tutorial/HDMjl_tutorial_1.ipynb deleted file mode 100644 index 0cb3837..0000000 --- a/tutorial/HDMjl_tutorial_1.ipynb +++ /dev/null @@ -1,2173 +0,0 @@ -{ - "cells": [ - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "# HIGH-DIMENSIONAL METRICS IN R" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 2. How to get started" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "or" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `C:\\Users\\User\\.julia\\environments\\v1.8\\Project.toml`\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - " \u001b[90m [8de29b41] \u001b[39m\u001b[91m- HDMjl v0.0.11 `https://github.com/d2cml-ai/HDMjl.jl#prueba#main`\u001b[39m\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `C:\\Users\\User\\.julia\\environments\\v1.8\\Manifest.toml`" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n", - " \u001b[90m [8de29b41] \u001b[39m\u001b[91m- HDMjl v0.0.11 `https://github.com/d2cml-ai/HDMjl.jl#prueba#main`\u001b[39m\n" - ] - } - ], - "source": [ - "Pkg.rm(\"HDMjl\")" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m git-repo `https://github.com/d2cml-ai/HDMjl.jl`" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m registry at `C:\\Users\\User\\.julia\\registries\\General`\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m git-repo `https://github.com/JuliaRegistries/General.git`" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n", - "\u001b[32m\u001b[1m Resolving\u001b[22m\u001b[39m " - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "package versions...\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\u001b[32m\u001b[1m No Changes\u001b[22m\u001b[39m to `C:\\Users\\User\\.julia\\environments\\v1.8\\Project.toml`" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n", - "\u001b[32m\u001b[1m No Changes\u001b[22m\u001b[39m to `C:\\Users\\User\\.julia\\environments\\v1.8\\Manifest.toml`" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\n" - ] - } - ], - "source": [ - "import Pkg; Pkg.add(url = \"https://github.com/d2cml-ai/HDMjl.jl\")" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "using CodecXz, RData, DataFrames, StatsModels, Statistics, Distributions, PrettyTables" - ] - }, - { - "cell_type": "code", - "execution_count": 2, - "metadata": {}, - "outputs": [], - "source": [ - "import Pkg; using Pkg" - ] - }, - { - "cell_type": "code", - "execution_count": 3, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Main.HDMjl" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "include(\"E:/causal_ml/hdm_paper/prueba/HDMjl.jl/src/HDMjl.jl\")" - ] - }, - { - "cell_type": "code", - "execution_count": 1, - "metadata": {}, - "outputs": [], - "source": [ - "using HDMjl" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 3. Prediction using Approximate Sparsity" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 3.2. A Joint Significance Test for Lasso Regression." - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [], - "source": [ - "using Random\n", - "Random.seed!(1234);\n", - "n = 100;\n", - "p = 100;\n", - "s = 3;\n", - "X = randn(n, p);\n", - "beta = vcat(fill(5, s), zeros(p - s));\n", - "Y = X * beta + randn(n);" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [], - "source": [ - "lasso_reg = HDMjl.rlasso(X, Y, post = false);" - ] - }, - { - "cell_type": "code", - "execution_count": 46, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "Dict{String, Any} with 17 entries:\n", - " \"covariates\" => 100\n", - " \"tss\" => 8466.4\n", - " \"dev\" => [8.56479; -6.50463; … ; -0.32845; -18.2301;;]\n", - " \"model\" => [0.970656 0.262456 … 1.86802 -0.460151; -0.979218 -0.022244…\n", - " \"loadings\" => [1.26761, 1.00655, 1.05993, 1.18077, 1.17881, 1.16112, 0.92…\n", - " \"sigma\" => 0.993422\n", - " \"main_tbl\" => Any[\"Intercept\" -0.0512442; \"V 1\" 4.81729; … ; \"V 99\" 0.0; …\n", - " \"lambda0\" => 36.9818\n", - " \"lambda\" => [46.8785, 37.2241, 39.198, 43.6669, 43.5945, 42.9403, 34.16…\n", - " \"intercept\" => -0.0512442\n", - " \"iter\" => 8\n", - " \"residuals\" => [-0.722921; 0.504304; … ; 0.484122; -0.34733;;]\n", - " \"rss\" => 97.7018\n", - " \"index\" => Bool[1, 1, 1, 0, 0, 0, 0, 0, 0, 0 … 0, 0, 0, 1, 0, 0, 0, …\n", - " \"beta\" => [4.81729, 4.74685, 4.97585, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0…\n", - " \"options\" => Dict{String, Any}(\"intercept\"=>true, \"post\"=>false, \"meanx\"…\n", - " \"coefficients\" => [-0.0512442, 4.81729, 4.74685, 4.97585, 0.0, 0.0, 0.0, 0.0,…" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "lasso_reg" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "1×101 adjoint(::Vector{Float64}) with eltype Float64:\n", - " -0.00682754 5.00958 4.93178 5.17705 … 0.0 0.0 0.0 0.0 0.0 0.0 0.0" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "post_lasso_reg = HDMjl.rlasso(X, Y, post = true) #now use post-lasso\n", - "post_lasso_reg[\"coefficients\"]'" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 4. Inference on Target Regression Coefficients" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 4.1. Intuition for the Orthogonality Principle in Linear Models via Partialling Out." - ] - }, - { - "cell_type": "code", - "execution_count": 50, - "metadata": {}, - "outputs": [], - "source": [ - "using CSV, GLM\n", - "using DataFrames" - ] - }, - { - "cell_type": "code", - "execution_count": 233, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `C:\\Users\\User\\.julia\\environments\\v1.8\\Project.toml`\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - " \u001b[90m [8de29b41] \u001b[39m\u001b[91m- HDMjl v0.0.11 `E:/causal_ml/hdm_paper/prueba/HDMjl.jl`\u001b[39m\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - "\u001b[32m\u001b[1m Updating\u001b[22m\u001b[39m `C:\\Users\\User\\.julia\\environments\\v1.8\\Manifest.toml`\n" - ] - }, - { - "name": "stderr", - "output_type": "stream", - "text": [ - " \u001b[90m [8de29b41] \u001b[39m\u001b[91m- HDMjl v0.0.11 `E:/causal_ml/hdm_paper/prueba/HDMjl.jl`\u001b[39m\n" - ] - } - ], - "source": [ - "Pkg.rm(\"HDMjl\")" - ] - }, - { - "cell_type": "code", - "execution_count": 335, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: replacing module HDMjl.\n" - ] - }, - { - "data": { - "text/plain": [ - "Main.HDMjl" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "include(\"E:/causal_ml/hdm_paper/prueba/HDMjl.jl/src/HDMjl.jl\")" - ] - }, - { - "cell_type": "code", - "execution_count": 336, - "metadata": {}, - "outputs": [], - "source": [ - "url = \"https://raw.githubusercontent.com/d2cml-ai/HDMjl.jl/prueba/data/4_1.csv\"\n", - "dta = DataFrame(CSV.read(download(url), DataFrame));\n", - "n, p = size(dta);\n", - "y = dta[:,\"y\"];\n", - "d = dta[:,\"d\"];\n", - "x = Matrix(dta[:,3:end]);" - ] - }, - { - "cell_type": "code", - "execution_count": 337, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

1 rows × 2 columns

EstimateStd_Error
Float64Float64
10.9780750.0137122
" - ], - "text/latex": [ - "\\begin{tabular}{r|cc}\n", - "\t& Estimate & Std\\_Error\\\\\n", - "\t\\hline\n", - "\t& Float64 & Float64\\\\\n", - "\t\\hline\n", - "\t1 & 0.978075 & 0.0137122 \\\\\n", - "\\end{tabular}\n" - ], - "text/plain": [ - "\u001b[1m1×2 DataFrame\u001b[0m\n", - "\u001b[1m Row \u001b[0m│\u001b[1m Estimate \u001b[0m\u001b[1m Std_Error \u001b[0m\n", - "\u001b[1m \u001b[0m│\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\n", - "─────┼─────────────────────\n", - " 1 │ 0.978075 0.0137122" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "full_fit = lm(hcat(ones(length(y)), Matrix(dta[:,2:end])), y);\n", - "DataFrame(Estimate = coef(full_fit)[2], Std_Error = stderror(full_fit)[2])" - ] - }, - { - "cell_type": "code", - "execution_count": 338, - "metadata": {}, - "outputs": [], - "source": [ - "rY_1 = lm(hcat(ones(length(y)), Matrix(dta[:,3:end])), y);\n", - "rY = y - predict(rY_1)\n", - "rD_1 = lm(hcat(ones(length(y)), Matrix(dta[:,3:end])), d);\n", - "rD = d - predict(rD_1);" - ] - }, - { - "cell_type": "code", - "execution_count": 339, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

1 rows × 2 columns

EstimateStd_Error
Float64Float64
10.9780750.0136862
" - ], - "text/latex": [ - "\\begin{tabular}{r|cc}\n", - "\t& Estimate & Std\\_Error\\\\\n", - "\t\\hline\n", - "\t& Float64 & Float64\\\\\n", - "\t\\hline\n", - "\t1 & 0.978075 & 0.0136862 \\\\\n", - "\\end{tabular}\n" - ], - "text/plain": [ - "\u001b[1m1×2 DataFrame\u001b[0m\n", - "\u001b[1m Row \u001b[0m│\u001b[1m Estimate \u001b[0m\u001b[1m Std_Error \u001b[0m\n", - "\u001b[1m \u001b[0m│\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\n", - "─────┼─────────────────────\n", - " 1 │ 0.978075 0.0136862" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "partial_fit_ls = lm(hcat(ones(length(y)), rD), rY)\n", - "DataFrame(Estimate = coef(partial_fit_ls)[2], Std_Error = stderror(partial_fit_ls)[2])" - ] - }, - { - "cell_type": "code", - "execution_count": 340, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

1 rows × 2 columns

EstimateStd_Error
Float64Float64
10.9727390.0136868
" - ], - "text/latex": [ - "\\begin{tabular}{r|cc}\n", - "\t& Estimate & Std\\_Error\\\\\n", - "\t\\hline\n", - "\t& Float64 & Float64\\\\\n", - "\t\\hline\n", - "\t1 & 0.972739 & 0.0136868 \\\\\n", - "\\end{tabular}\n" - ], - "text/plain": [ - "\u001b[1m1×2 DataFrame\u001b[0m\n", - "\u001b[1m Row \u001b[0m│\u001b[1m Estimate \u001b[0m\u001b[1m Std_Error \u001b[0m\n", - "\u001b[1m \u001b[0m│\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\n", - "─────┼─────────────────────\n", - " 1 │ 0.972739 0.0136868" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "rY_1 = HDMjl.rlasso(hcat(ones(length(y)), Matrix(dta[:,3:end])), y);\n", - "rY = rY_1[\"residuals\"]\n", - "rD_1 = HDMjl.rlasso(hcat(ones(length(y)), Matrix(dta[:,3:end])), d);\n", - "rD = rD_1[\"residuals\"]\n", - "partial_fit_postlasso = lm(hcat(ones(length(y)), rD), vec(rY))\n", - "DataFrame(Estimate = coef(partial_fit_postlasso)[2], Std_Error = stderror(partial_fit_postlasso)[2])" - ] - }, - { - "cell_type": "code", - "execution_count": 345, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Estimates and significance testing of the effect of target variables\n", - " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", - "\n", - " 1 0.97274 0.01369 71.05478 0.0 ***\n", - "---\n", - "Signif. codes:\n", - "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" - ] - } - ], - "source": [ - "Eff = HDMjl.rlassoEffect(x, y, d, method = \"partialling out\");\n", - "HDMjl.r_summary(Eff);" - ] - }, - { - "cell_type": "code", - "execution_count": 60, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Estimates and significance testing of the effect of target variables\n", - " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", - "\n", - " 1 0.978075 0.0141562 69.0914 0.0\n", - "---\n", - "Signif. codes:\n", - "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" - ] - } - ], - "source": [ - "Eff = HDMjl.rlassoEffect(x, y, d, method = \"double selection\");\n", - "HDMjl.r_summary(Eff);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 4.2. Inference: Confidence Intervals and Significance Testing. The function rlassoEffects" - ] - }, - { - "cell_type": "code", - "execution_count": 1092, - "metadata": {}, - "outputs": [], - "source": [ - "# using Random, Distributions, PrettyTables, DataFrames\n", - "# Random.seed!(1234);\n", - "# n = 100;\n", - "# p = 100;\n", - "# s = 3;\n", - "# x = randn(n, p);\n", - "# beta = vcat(fill(3, s), zeros(p - s));\n", - "# y =1 .+ x * beta + randn(n);" - ] - }, - { - "cell_type": "code", - "execution_count": 193, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: replacing module HDMjl.\n" - ] - }, - { - "data": { - "text/plain": [ - "Main.HDMjl" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "include(\"E:/causal_ml/hdm_paper/prueba/HDMjl.jl/src/HDMjl.jl\")" - ] - }, - { - "cell_type": "code", - "execution_count": 194, - "metadata": {}, - "outputs": [], - "source": [ - "using CSV\n", - "url = \"https://raw.githubusercontent.com/d2cml-ai/HDMjl.jl/prueba/data/4_2.csv\"\n", - "data = DataFrame(CSV.read(download(url), DataFrame));\n", - "n, p = size(data);\n", - "y = data[:,1];\n", - "#d = dta[:,\"d\"];\n", - "x = Matrix(data[:,2:end]);" - ] - }, - { - "cell_type": "code", - "execution_count": 195, - "metadata": {}, - "outputs": [], - "source": [ - "lasso_effects = HDMjl.rlassoEffects(x, y, index = [1,2,3,50]);" - ] - }, - { - "cell_type": "code", - "execution_count": 196, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Coefficients:\n", - "\n", - " \u001b[1m X1 \u001b[0m \u001b[1m X2 \u001b[0m \u001b[1m X3 \u001b[0m \u001b[1m X50 \u001b[0m\n", - "\n", - " 2.9445 3.0413 2.9754 0.072\n" - ] - } - ], - "source": [ - "HDMjl.r_print(lasso_effects, digits = 4)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 188, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Estimates and significance testing of the effect of target variables\n", - " \u001b[1m \u001b[0m \u001b[1m \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", - "\n", - " \u001b[1m X1 \u001b[0m 2.94448 2.94448 0.08815 33.40306 0.0 ***\n", - " \u001b[1m X2 \u001b[0m 3.04127 3.04127 0.08389 36.25307 0.0 ***\n", - " \u001b[1m X3 \u001b[0m 2.9754 2.9754 0.07804 38.1266 0.0 ***\n", - " \u001b[1m X50 \u001b[0m 0.0719553 0.07196 0.07765 0.92672 0.35407\n", - "---\n", - "Signif. codes:\n", - "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" - ] - } - ], - "source": [ - "object = lasso_effects\n", - "k = length(object.coefficients)\n", - "table = zeros(k, 4)\n", - "table[:, 1] .= round.(object.coefficients, digits = 5)\n", - "table[:, 2] .= round.(object.se, digits = 5)\n", - "table[:, 3] .= round.(table[:, 1]./table[:, 2], digits = 5)\n", - "table[:, 4] .= round.(2 * cdf(Normal(), -abs.(table[:, 3])), digits = 5)\n", - "table1 = DataFrame(hcat([\"X$y\" for y = object.index], table), :auto)\n", - "table1 = rename(table1, [\"index\", \"Estimate.\", \"Std. Error\", \"t value\", \"Pr(>|t|)\"])\n", - "table2 = string.(copy(table))\n", - "a = table2[:, 4];\n", - "b = string.(zeros(length(a)))\n", - "b[parse.(Float64, a) .>= 0 .&& parse.(Float64, a).< 0.001] .= a[parse.(Float64, a) .>= 0 .&& parse.(Float64, a).< 0.001] .* \" ***\"\n", - "b[parse.(Float64, a) .>= 0.001 .&& parse.(Float64, a).< 0.01] .= a[parse.(Float64, a) .>= 0.001 .&& parse.(Float64, a).< 0.01] .* \" **\"\n", - "b[parse.(Float64, a) .>= 0.01 .&& parse.(Float64, a).< 0.05] .= a[parse.(Float64, a) .>= 0.01 .&& parse.(Float64, a).< 0.05] .* \" *\"\n", - "b[parse.(Float64, a) .>= 0.05 .&& parse.(Float64, a).< 0.1] .= a[parse.(Float64, a) .>= 0.05 .&& parse.(Float64, a).< 0.1] .* \" .\"\n", - "b[parse.(Float64, a) .>= 0.1 .&& parse.(Float64, a).< 1] .= a[parse.(Float64, a) .>= 0.1 .&& parse.(Float64, a).< 1] .* \" \"\n", - "b = vec(b)\n", - "table2[:, 4] .= b\n", - "table2 = DataFrame(hcat(object.coefficients[:,1], table2), :auto)\n", - "table2 = rename(table2, [\" \", \"coeff.\", \"se.\", \"t-value\", \"p-value\"])\n", - "print(\"Estimates and significance testing of the effect of target variables\", \n", - " \"\\n\")\n", - "pretty_table(table2, show_row_number = false, header = [\" \",\"Estimate.\", \"Std. Error\", \"t value\", \"Pr(>|t|)\"], tf = tf_borderless, row_names = [\"X$y\" for y = object.index])\n", - "print(\"---\", \"\\n\", \"Signif. codes:\",\"\\n\", \"0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\")\n", - "print(\"\\n\")" - ] - }, - { - "cell_type": "code", - "execution_count": 192, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

4 rows × 5 columns

indexEstimate.Std. Errort valuePr(>|t|)
AnyAnyAnyAnyAny
1X12.944480.0881533.40310.0
2X23.041270.0838936.25310.0
3X32.97540.0780438.12660.0
4X500.071960.077650.926720.35407
" - ], - "text/latex": [ - "\\begin{tabular}{r|ccccc}\n", - "\t& index & Estimate. & Std. Error & t value & Pr(>|t|)\\\\\n", - "\t\\hline\n", - "\t& Any & Any & Any & Any & Any\\\\\n", - "\t\\hline\n", - "\t1 & X1 & 2.94448 & 0.08815 & 33.4031 & 0.0 \\\\\n", - "\t2 & X2 & 3.04127 & 0.08389 & 36.2531 & 0.0 \\\\\n", - "\t3 & X3 & 2.9754 & 0.07804 & 38.1266 & 0.0 \\\\\n", - "\t4 & X50 & 0.07196 & 0.07765 & 0.92672 & 0.35407 \\\\\n", - "\\end{tabular}\n" - ], - "text/plain": [ - "\u001b[1m4×5 DataFrame\u001b[0m\n", - "\u001b[1m Row \u001b[0m│\u001b[1m index \u001b[0m\u001b[1m Estimate. \u001b[0m\u001b[1m Std. Error \u001b[0m\u001b[1m t value \u001b[0m\u001b[1m Pr(>|t|) \u001b[0m\n", - "\u001b[1m \u001b[0m│\u001b[90m Any \u001b[0m\u001b[90m Any \u001b[0m\u001b[90m Any \u001b[0m\u001b[90m Any \u001b[0m\u001b[90m Any \u001b[0m\n", - "─────┼─────────────────────────────────────────────────\n", - " 1 │ X1 2.94448 0.08815 33.4031 0.0\n", - " 2 │ X2 3.04127 0.08389 36.2531 0.0\n", - " 3 │ X3 2.9754 0.07804 38.1266 0.0\n", - " 4 │ X50 0.07196 0.07765 0.92672 0.35407" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "table1" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "code", - "execution_count": 197, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Estimates and significance testing of the effect of target variables\n", - " \u001b[1m \u001b[0m \u001b[1m \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", - "\n", - " \u001b[1m X1 \u001b[0m 2.94448 2.94448 0.08815 33.40306 0.0 ***\n", - " \u001b[1m X2 \u001b[0m 3.04127 3.04127 0.08389 36.25307 0.0 ***\n", - " \u001b[1m X3 \u001b[0m 2.9754 2.9754 0.07804 38.1266 0.0 ***\n", - " \u001b[1m X50 \u001b[0m 0.0719553 0.07196 0.07765 0.92672 0.35407\n", - "---\n", - "Signif. codes:\n", - "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" - ] - } - ], - "source": [ - "HDMjl.r_summary(lasso_effects);" - ] - }, - { - "cell_type": "code", - "execution_count": 1179, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", - "\n", - " \u001b[1m X1 \u001b[0m 2.77171 3.11724\n", - " \u001b[1m X2 \u001b[0m 2.87685 3.2057\n", - " \u001b[1m X3 \u001b[0m 2.82245 3.12836\n", - " \u001b[1m X50 \u001b[0m -0.0802271 0.224138\n" - ] - } - ], - "source": [ - "HDMjl.r_confint(lasso_effects);" - ] - }, - { - "cell_type": "code", - "execution_count": 1186, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", - "\n", - " \u001b[1m X1 \u001b[0m 2.72895 3.16001\n", - " \u001b[1m X2 \u001b[0m 2.83806 3.24448\n", - " \u001b[1m X3 \u001b[0m 2.7842 3.1666\n", - " \u001b[1m X50 \u001b[0m -0.114585 0.258496\n" - ] - } - ], - "source": [ - "HDMjl.r_confint(lasso_effects, joint = true);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 4.3. Application: the effect of gender on wage" - ] - }, - { - "cell_type": "code", - "execution_count": 18, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: replacing module HDMjl.\n" - ] - }, - { - "data": { - "text/plain": [ - "Main.HDMjl" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "include(\"E:/causal_ml/hdm_paper/prueba/HDMjl.jl/src/HDMjl.jl\")" - ] - }, - { - "cell_type": "code", - "execution_count": 127, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(29217, 23)" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "url = \"https://github.com/cran/hdm/raw/master/data/cps2012.rda\"\n", - "cps2012 = load(download(url))[\"cps2012\"];\n", - "n, p = size(cps2012);\n", - "size(cps2012)" - ] - }, - { - "cell_type": "code", - "execution_count": 380, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "(29217, 116)" - ] - } - ], - "source": [ - "x_formula = @formula(lnw ~ -1 + female + female*widowed + female*divorced + female*separated + female*nevermarried +\n", - " female*hsd08 + female*hsd911 + female*hsg + female*cg + female*ad + female*mw + female*so + female*we + female*exp1 + female*exp2 + female*exp3)\n", - "x_dframe = ModelFrame( x_formula, cps2012)\n", - "x1 = ModelMatrix(x_dframe)\n", - "X = x1.m[:,Not(1:16)];\n", - "X = hcat(x1.m[:,1:16], X)\n", - "size(X)\n", - "fom_1 = [\"widowed\", \"divorced\", \"separated\", \"nevermarried\", \"hsd08\", \"hsd911\", \"hsg\", \"cg\", \"ad\", \"mw\", \"so\",\n", - " \"we\", \"exp1\", \"exp2\", \"exp3\"];\n", - "data = cps2012[:,fom_1];\n", - "sub_data = ones(size(data)[1])\n", - "for i in 1:size(data)[2]\n", - " if i <= (size(data)[2] -1)\n", - " sub_data = hcat(sub_data, Matrix(data[:, i] .* data[:, Not(1:i)]) )\n", - " end\n", - "end\n", - "sub_data = sub_data[:,2:end]\n", - "size(sub_data)\n", - "x = hcat(X, sub_data)\n", - "size(x)\n", - "filter = var.(eachcol(x)) .!= 0\n", - "x = x[:,filter]\n", - "print(size(x))\n", - "index_gender = [1,17,18,19,20,21,22,23,24,25,26,27,28,29,30,31];\n", - "y = cps2012.lnw;\n", - ";" - ] - }, - { - "cell_type": "code", - "execution_count": 389, - "metadata": {}, - "outputs": [], - "source": [ - "effects_female = HDMjl.rlassoEffects(x, y, index = index_gender);" - ] - }, - { - "cell_type": "code", - "execution_count": 390, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Estimates and significance testing of the effect of target variables\n", - " \u001b[1m \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", - "\n", - " \u001b[1m X1 \u001b[0m -0.154923 0.0501624 -3.08843 0.00201216\n", - " \u001b[1m X17 \u001b[0m 0.136095 0.0906626 1.50112 0.133325\n", - " \u001b[1m X18 \u001b[0m 0.136939 0.0221817 6.17353 6.6782e-10\n", - " \u001b[1m X19 \u001b[0m 0.0233028 0.0532118 0.437925 0.661441\n", - " \u001b[1m X20 \u001b[0m 0.186853 0.0199424 9.36966 7.27651e-21\n", - " \u001b[1m X21 \u001b[0m 0.0278103 0.120914 0.23 0.818092\n", - " \u001b[1m X22 \u001b[0m -0.119335 0.0518797 -2.30023 0.0214354\n", - " \u001b[1m X23 \u001b[0m -0.0128898 0.0192232 -0.670533 0.502518\n", - " \u001b[1m X24 \u001b[0m 0.0101386 0.0183265 0.553218 0.580114\n", - " \u001b[1m X25 \u001b[0m -0.0304637 0.0218061 -1.39703 0.162405\n", - " \u001b[1m X26 \u001b[0m -0.00106344 0.0191918 -0.0554112 0.955811\n", - " \u001b[1m X27 \u001b[0m -0.00818334 0.0193568 -0.422763 0.672468\n", - " \u001b[1m X28 \u001b[0m -0.00422613 0.0211684 -0.199643 0.84176\n", - " \u001b[1m X29 \u001b[0m 0.00493526 0.00780428 0.632379 0.527139\n", - " \u001b[1m X30 \u001b[0m -0.159519 0.0452999 -3.52141 0.000429263\n", - " \u001b[1m X31 \u001b[0m 0.0384506 0.0078611 4.89125 1.00199e-6\n", - "---\n", - "Signif. codes:\n", - "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" - ] - } - ], - "source": [ - "HDMjl.r_summary(effects_female);" - ] - }, - { - "cell_type": "code", - "execution_count": 399, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", - "\n", - " \u001b[1m X1 \u001b[0m -0.292471 -0.0173751\n", - " \u001b[1m X17 \u001b[0m -0.130276 0.402467\n", - " \u001b[1m X18 \u001b[0m 0.075579 0.1983\n", - " \u001b[1m X19 \u001b[0m -0.114955 0.16156\n", - " \u001b[1m X20 \u001b[0m 0.129983 0.243724\n", - " \u001b[1m X21 \u001b[0m -0.369439 0.42506\n", - " \u001b[1m X22 \u001b[0m -0.267141 0.028471\n", - " \u001b[1m X23 \u001b[0m -0.0644819 0.0387024\n", - " \u001b[1m X24 \u001b[0m -0.0410296 0.0613067\n", - " \u001b[1m X25 \u001b[0m -0.0950142 0.0340867\n", - " \u001b[1m X26 \u001b[0m -0.0540328 0.051906\n", - " \u001b[1m X27 \u001b[0m -0.0620344 0.0456677\n", - " \u001b[1m X28 \u001b[0m -0.064856 0.0564037\n", - " \u001b[1m X29 \u001b[0m -0.0162257 0.0260962\n", - " \u001b[1m X30 \u001b[0m -0.282576 -0.0364624\n", - " \u001b[1m X31 \u001b[0m 0.0171196 0.0597815\n" - ] - } - ], - "source": [ - "joint_CI = HDMjl.r_confint(effects_female, 0.95, joint = true);\n", - "joint_CI;" - ] - }, - { - "cell_type": "code", - "execution_count": 195, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 4.4. Application: Estimation of the treatment effect in a linear model with many confounding factors" - ] - }, - { - "cell_type": "code", - "execution_count": 12, - "metadata": {}, - "outputs": [], - "source": [ - "using LinearAlgebra" - ] - }, - { - "cell_type": "code", - "execution_count": 14, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: replacing module HDMjl.\n" - ] - }, - { - "data": { - "text/plain": [ - "Main.HDMjl" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "include(\"E:/causal_ml/hdm_paper/prueba/HDMjl.jl/src/HDMjl.jl\")" - ] - }, - { - "cell_type": "code", - "execution_count": 4, - "metadata": {}, - "outputs": [], - "source": [ - "using GLM\n", - "using CodecXz\n", - "using RData\n", - "using DataFrames\n", - "url = \"https://github.com/cran/hdm/raw/master/data/GrowthData.rda\";\n", - "GrowthData = load(download(url))[\"GrowthData\"];\n", - "y = GrowthData[:, 1];\n", - "d = GrowthData[:, 3];\n", - "X = Matrix(GrowthData[:, Not(1, 2, 3)]);\n", - "X_1 = Matrix(GrowthData[:, Not(1, 2)]);" - ] - }, - { - "cell_type": "code", - "execution_count": 13, - "metadata": {}, - "outputs": [], - "source": [ - "Q, R = qr(hcat(ones(length(y)), X_1))\n", - "β = pinv(hcat(ones(length(y)), X_1)) * y\n", - "# ls_effect = β;\n", - "res = y - hcat(ones(length(y)), X_1) * β;\n", - "n = size(hcat(ones(length(y)), X_1))[1]\n", - "k = size(hcat(ones(length(y)), X_1))[2]\n", - "\n", - "sigma2_hat = (res' * res) / (n - k)\n", - "vcov_beta_hat = sigma2_hat .* inv(hcat(ones(length(y)), X_1)' * hcat(ones(length(y)), X_1));\n", - "se = sqrt.(diag(vcov_beta_hat))\n", - "\n", - "ls_effect = DataFrame(Estimate = β, stderror = se);" - ] - }, - { - "cell_type": "code", - "execution_count": 180, - "metadata": {}, - "outputs": [], - "source": [ - "# ls_effect = lm(hcat(ones(length(y)), X_1)[:, 1:42], y);\n", - "# coef(ls_effect)" - ] - }, - { - "cell_type": "code", - "execution_count": 6, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Estimates and significance testing of the effect of target variables" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", - "\n", - " 1 -0.0498115 0.0139364 -3.57421 0.000351288\n", - "---" - ] - }, - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - "Signif. codes:\n", - "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" - ] - } - ], - "source": [ - "lasso_effect = HDMjl.rlassoEffect(X, y, d, method = \"partialling out\");\n", - "HDMjl.r_summary(lasso_effect);" - ] - }, - { - "cell_type": "code", - "execution_count": 7, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Estimates and significance testing of the effect of target variables\n", - " \u001b[1m Row \u001b[0m \u001b[1m Estimate. \u001b[0m \u001b[1m Std. Error \u001b[0m \u001b[1m t value \u001b[0m \u001b[1m Pr(>|t|) \u001b[0m\n", - "\n", - " 1 -0.0500059 0.0157914 -3.16666 0.00154203\n", - "---\n", - "Signif. codes:\n", - "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" - ] - } - ], - "source": [ - "doublesel_effect = HDMjl.rlassoEffect(X, y, d, method = \"double selection\");\n", - "HDMjl.r_summary(doublesel_effect);" - ] - }, - { - "cell_type": "code", - "execution_count": 25, - "metadata": {}, - "outputs": [], - "source": [ - "using PrettyTables\n", - "table = zeros(3,2)\n", - "table[1,:] = [round(Matrix(ls_effect)[2,1], digits = 2), round.(Matrix(ls_effect)[2,2], digits = 5)]\n", - "table[2,:] = [round(lasso_effect.coefficients, digits =2), round(lasso_effect.se, digits = 5)]\n", - "table[3,:] = [round(doublesel_effect.coefficients, digits =2), round(doublesel_effect.se, digits = 5)];" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "=================================== ========== =============\n", - " \u001b[1m \u001b[0m \u001b[1m Estimate \u001b[0m \u001b[1m Std. Error \u001b[0m\n", - "=================================== ========== =============\n", - " full reg via ols -0.01 0.02989\n", - " partial reg\\nvia post-lasso -0.05 0.01394\n", - " partial reg via double selection -0.05 0.01579\n", - "=================================== ========== =============\n" - ] - } - ], - "source": [ - "# table1 = DataFrame(table, :auto)\n", - "# table1 = rename(table1, [\"Estimate\", \"Std. Error\"])\n", - "index = [\"full reg via ols\", \"partial reg\n", - "via post-lasso \", \"partial reg via double selection\"]\n", - "pretty_table(hcat(index, table), show_row_number = false, header = [\" \", \"Estimate\", \"Std. Error\"], tf = tf_simple, nosubheader = true)" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 5. Instrumental Variable Estimation in a High-Dimensional Setting" - ] - }, - { - "cell_type": "code", - "execution_count": null, - "metadata": {}, - "outputs": [], - "source": [] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 5.2. Application: Economic Development and Institutions." - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": {}, - "outputs": [], - "source": [ - "using RDatasets, TexTables, LinearAlgebra, GLM" - ] - }, - { - "cell_type": "code", - "execution_count": 198, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: replacing module HDMjl.\n" - ] - }, - { - "data": { - "text/plain": [ - "Main.HDMjl" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "include(\"E:/causal_ml/hdm_paper/prueba/HDMjl.jl/src/HDMjl.jl\")" - ] - }, - { - "cell_type": "code", - "execution_count": 199, - "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "(64, 21)" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "using Statistics, StatsModels, RData\n", - "url = \"https://github.com/cran/hdm/raw/master/data/AJR.rda\";\n", - "AJR = load(download(url))[\"AJR\"];\n", - "y = AJR[!,\"GDP\"]\n", - "d = AJR[!,\"Exprop\"]\n", - "z = AJR[!,\"logMort\"];\n", - "x_formula = @formula(GDP ~ -1 + Latitude + Latitude2 + Africa + Asia + Namer + Samer\n", - " + Latitude*Latitude2 + Latitude*Africa + Latitude*Asia + Latitude*Namer + Latitude*Samer\n", - " + Latitude2*Africa + Latitude2*Asia + Latitude2*Namer + Latitude2*Samer\n", - " + Africa*Asia + Africa*Namer + Africa*Samer\n", - " + Asia*Namer + Asia*Samer\n", - " + Namer*Samer)\n", - "x_dframe = ModelFrame( x_formula, AJR)\n", - "x1 = ModelMatrix(x_dframe)\n", - "x = x1.m\n", - "size(x)" - ] - }, - { - "cell_type": "code", - "execution_count": 200, - "metadata": {}, - "outputs": [], - "source": [ - "AJR_Xselect = HDMjl.rlassoIV(x, d, y, z, select_X=true, select_Z=false);" - ] - }, - { - "cell_type": "code", - "execution_count": 201, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Coefficients:\n", - "\n", - " \u001b[1m d1 \u001b[0m\n", - "\n", - " 0.845\n" - ] - } - ], - "source": [ - "HDMjl.r_print(AJR_Xselect)" - ] - }, - { - "cell_type": "code", - "execution_count": 202, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", - " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", - "\n", - " d1 0.84503 0.26993 3.13055 0.00174 **\n", - "---\n", - "Signif. codes:\n", - "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" - ] - } - ], - "source": [ - "HDMjl.r_summary(AJR_Xselect);" - ] - }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", - "\n", - " d1 0.315981 1.37407\n" - ] - } - ], - "source": [ - "HDMjl.r_confint(AJR_Xselect);" - ] - }, - { - "cell_type": "code", - "execution_count": 21, - "metadata": {}, - "outputs": [], - "source": [ - "rY_1 = lm(hcat(ones(length(y)), Matrix(AJR[:,3:end])), y);\n", - "rY = y - predict(rY_1)\n", - "rD_1 = lm(hcat(ones(length(y)), Matrix(AJR[:,3:end])), d);\n", - "rD = d - predict(rD_1);\n", - "rZ_1 = lm(hcat(ones(length(y)), Matrix(AJR[:,3:end])), z);\n", - "rZ = z - predict(rZ_1);" - ] - }, - { - "cell_type": "code", - "execution_count": 22, - "metadata": {}, - "outputs": [], - "source": [ - "rY_1 = lm(@formula(GDP ~ Latitude + Latitude2 + Africa + Asia + Namer + Samer + Latitude*Latitude2 + Latitude*Africa + Latitude*Asia + Latitude*Namer + Latitude*Samer\n", - " + Latitude2*Africa + Latitude2*Asia + Latitude2*Namer + Latitude2*Samer + Africa*Asia + Africa*Namer + Africa*Samer\n", - " + Asia*Namer + Asia*Samer + Namer*Samer), AJR)\n", - "rY = y - predict(rY_1)\n", - "\n", - "rD_1 = lm(@formula(Exprop ~ Latitude + Latitude2 + Africa + Asia + Namer + Samer + Latitude*Latitude2 + Latitude*Africa + Latitude*Asia + Latitude*Namer + Latitude*Samer\n", - " + Latitude2*Africa + Latitude2*Asia + Latitude2*Namer + Latitude2*Samer + Africa*Asia + Africa*Namer + Africa*Samer\n", - " + Asia*Namer + Asia*Samer + Namer*Samer), AJR)\n", - "rD = d - predict(rD_1)\n", - "\n", - "rZ_1 = lm(@formula(logMort ~ Latitude + Latitude2 + Africa + Asia + Namer + Samer + Latitude*Latitude2 + Latitude*Africa + Latitude*Asia + Latitude*Namer + Latitude*Samer\n", - " + Latitude2*Africa + Latitude2*Asia + Latitude2*Namer + Latitude2*Samer + Africa*Asia + Africa*Namer + Africa*Samer\n", - " + Asia*Namer + Asia*Samer + Namer*Samer), AJR)\n", - "rZ = z - predict(rZ_1);" - ] - }, - { - "cell_type": "code", - "execution_count": 23, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

1 rows × 2 columns

EstimateStd_Error
Float64Float64
11.267211.73054
" - ], - "text/latex": [ - "\\begin{tabular}{r|cc}\n", - "\t& Estimate & Std\\_Error\\\\\n", - "\t\\hline\n", - "\t& Float64 & Float64\\\\\n", - "\t\\hline\n", - "\t1 & 1.26721 & 1.73054 \\\\\n", - "\\end{tabular}\n" - ], - "text/plain": [ - "\u001b[1m1×2 DataFrame\u001b[0m\n", - "\u001b[1m Row \u001b[0m│\u001b[1m Estimate \u001b[0m\u001b[1m Std_Error \u001b[0m\n", - "\u001b[1m \u001b[0m│\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\n", - "─────┼─────────────────────\n", - " 1 │ 1.26721 1.73054" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "ivfit_lm = HDMjl.tsls(rD, rY, rZ, nothing, intercept=false)\n", - "DataFrame(Estimate = ivfit_lm[\"coefficients\"][1,2], Std_Error = ivfit_lm[\"se\"])" - ] - }, - { - "cell_type": "code", - "execution_count": 24, - "metadata": {}, - "outputs": [], - "source": [ - "x_formula1 = @formula(GDP ~ Latitude + Latitude2 + Africa + Asia + Namer + Samer\n", - " + Latitude*Latitude2 + Latitude*Africa + Latitude*Asia + Latitude*Namer + Latitude*Samer\n", - " + Latitude2*Africa + Latitude2*Asia + Latitude2*Namer + Latitude2*Samer\n", - " + Africa*Asia + Africa*Namer + Africa*Samer\n", - " + Asia*Namer + Asia*Samer\n", - " + Namer*Samer)\n", - "x_dframe1 = ModelFrame( x_formula, AJR)\n", - "x1_1 = ModelMatrix(x_dframe)\n", - "xx = x1.m;" - ] - }, - { - "cell_type": "code", - "execution_count": 35, - "metadata": {}, - "outputs": [ - { - "data": { - "text/html": [ - "

1 rows × 2 columns

EstimateStd_Error
Float64Float64
10.8450270.272094
" - ], - "text/latex": [ - "\\begin{tabular}{r|cc}\n", - "\t& Estimate & Std\\_Error\\\\\n", - "\t\\hline\n", - "\t& Float64 & Float64\\\\\n", - "\t\\hline\n", - "\t1 & 0.845027 & 0.272094 \\\\\n", - "\\end{tabular}\n" - ], - "text/plain": [ - "\u001b[1m1×2 DataFrame\u001b[0m\n", - "\u001b[1m Row \u001b[0m│\u001b[1m Estimate \u001b[0m\u001b[1m Std_Error \u001b[0m\n", - "\u001b[1m \u001b[0m│\u001b[90m Float64 \u001b[0m\u001b[90m Float64 \u001b[0m\n", - "─────┼─────────────────────\n", - " 1 │ 0.845027 0.272094" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "rY_1 = HDMjl.rlasso(xx, y);\n", - "rY = rY_1[\"residuals\"]\n", - "rD_1 = HDMjl.rlasso(xx, d);\n", - "rD = rD_1[\"residuals\"]\n", - "rZ_1 = HDMjl.rlasso(xx, z);\n", - "rZ = rZ_1[\"residuals\"]\n", - "\n", - "ivfit_lasso = HDMjl.tsls(rD, rY, rZ)\n", - "DataFrame(Estimate = ivfit_lasso[\"coefficients\"][1,2], Std_Error = ivfit_lasso[\"se\"][1])" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 5.3. Application: Impact of Eminent Domain Decisions on Economic Outcomes." - ] - }, - { - "cell_type": "code", - "execution_count": 67, - "metadata": {}, - "outputs": [], - "source": [ - "using Crayons, Distributions, GLM" - ] - }, - { - "cell_type": "code", - "execution_count": 136, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: replacing module HDMjl.\n" - ] - }, - { - "data": { - "text/plain": [ - "Main.HDMjl" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "include(\"E:/causal_ml/hdm_paper/prueba/HDMjl.jl/src/HDMjl.jl\")" - ] - }, - { - "cell_type": "code", - "execution_count": 137, - "metadata": {}, - "outputs": [], - "source": [ - "using Statistics, GLM\n", - "url = \"https://github.com/cran/hdm/raw/master/data/EminentDomain.rda\";\n", - "EminentDomain = load(download(url))[\"EminentDomain\"];\n", - "z = EminentDomain[\"logGDP\"][\"z\"];\n", - "x = EminentDomain[\"logGDP\"][\"x\"];\n", - "d = EminentDomain[\"logGDP\"][\"d\"];\n", - "y = EminentDomain[\"logGDP\"][\"y\"];\n", - "x = x[:, (mean(x, dims = 1) .> 0.05)'];\n", - "z = z[:, (mean(z, dims = 1) .> 0.05)'];" - ] - }, - { - "cell_type": "code", - "execution_count": 138, - "metadata": {}, - "outputs": [], - "source": [ - "ED_ols = lm(hcat(ones(length(vec(y))), hcat(d, x)), vec(y));\n", - "ED_2sls = HDMjl.tsls(d, y, z[:,1:2], x, intercept = false);" - ] - }, - { - "cell_type": "code", - "execution_count": 141, - "metadata": {}, - "outputs": [], - "source": [ - "lasso_IV_Z = HDMjl.rlassoIV(x, d, y, z, select_X = false, select_Z = true);" - ] - }, - { - "cell_type": "code", - "execution_count": 140, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", - " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", - "\n", - " d1 0.414602 0.290249 1.42843 0.153167\n", - "---\n", - "Signif. codes:\n", - "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" - ] - } - ], - "source": [ - "HDMjl.r_summary(lasso_IV_Z);" - ] - }, - { - "cell_type": "code", - "execution_count": 142, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", - "\n", - " d1 -0.154276 0.98348\n" - ] - } - ], - "source": [ - "HDMjl.r_confint(lasso_IV_Z);" - ] - }, - { - "cell_type": "code", - "execution_count": 143, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Coefficients:\n", - "\n", - " \u001b[1m d1 \u001b[0m\n", - "\n", - " 0.415\n" - ] - } - ], - "source": [ - "HDMjl.r_print(lasso_IV_Z)" - ] - }, - { - "cell_type": "code", - "execution_count": 144, - "metadata": {}, - "outputs": [], - "source": [ - "lasso_IV_XZ = HDMjl.rlassoIV(x, d, y, z, select_X = true, select_Z = true);" - ] - }, - { - "cell_type": "code", - "execution_count": 145, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", - " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", - "\n", - " d1 -0.0238347 0.128507 -0.185475 0.852857\n", - "---\n", - "Signif. codes:\n", - "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" - ] - } - ], - "source": [ - "HDMjl.r_summary(lasso_IV_XZ);" - ] - }, - { - "cell_type": "code", - "execution_count": 146, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", - "\n", - " d1 -0.275703 0.228033\n" - ] - } - ], - "source": [ - "HDMjl.r_confint(lasso_IV_XZ);" - ] - }, - { - "cell_type": "code", - "execution_count": 147, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Coefficients:\n", - "\n", - " \u001b[1m d1 \u001b[0m\n", - "\n", - " -0.024\n" - ] - } - ], - "source": [ - "HDMjl.r_print(lasso_IV_XZ)" - ] - }, - { - "cell_type": "code", - "execution_count": 152, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", - " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", - "\n", - " d1 -0.0238347 0.128507 -0.185475 0.852857\n", - "---\n", - "Signif. codes:\n", - "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" - ] - }, - { - "data": { - "text/plain": [ - "1×2 Matrix{Any}:\n", - " -0.0238347 0.128507" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "Matrix(HDMjl.r_summary(lasso_IV_XZ)[:, 2:3])" - ] - }, - { - "cell_type": "code", - "execution_count": 155, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", - " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", - "\n", - " d1 0.414602 0.290249 1.42843 0.153167\n", - "---\n", - "Signif. codes:\n", - "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n", - "Estimates and Significance Testing of the effect of target variables in the IV regression model\n", - " \u001b[1m \u001b[0m \u001b[1m coeff. \u001b[0m \u001b[1m se. \u001b[0m \u001b[1m t-value \u001b[0m \u001b[1m p-value \u001b[0m\n", - "\n", - " d1 -0.0238347 0.128507 -0.185475 0.852857\n", - "---\n", - "Signif. codes:\n", - "0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1\n" - ] - } - ], - "source": [ - "using PrettyTables\n", - "table = zeros(4,2)\n", - "table[1,:] = [coef(ED_ols)[2], stderror(ED_ols)[2]]\n", - "table[2,:] = [ED_2sls[\"coefficients\"][1,2], ED_2sls[\"se\"][1]]\n", - "table[3,:] = Matrix(HDMjl.r_summary(lasso_IV_Z)[:,2:3]);\n", - "table[4, :] = Matrix(HDMjl.r_summary(lasso_IV_XZ)[:, 2:3]);" - ] - }, - { - "cell_type": "code", - "execution_count": 171, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "======================= ============ =============\n", - " \u001b[1m \u001b[0m \u001b[1m Estimate \u001b[0m \u001b[1m Std. Error \u001b[0m\n", - "======================= ============ =============\n", - " ols regression 0.00786473 0.00986593\n", - " IV estimation -0.0107097 0.0337652\n", - " selection on Z 0.414602 0.290249\n", - " selection on X and Z -0.0238347 0.128507\n", - "======================= ============ =============\n" - ] - } - ], - "source": [ - "# table1 = DataFrame(table, :auto)\n", - "# table1 = rename(table1, [\"Estimate\", \"Std. Error\"])\n", - "index = [\"ols regression\", \"IV estimation \", \"selection on Z\", \"selection on X and Z\"]\n", - "pretty_table(hcat(index, table), show_row_number = false, header = [\" \", \"Estimate\", \"Std. Error\"], tf = tf_simple, nosubheader = true)" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 6. Inference on Treatment Effects in a High-Dimensional Setting" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "### 6.3. Application: 401(k) plan participation." - ] - }, - { - "cell_type": "code", - "execution_count": 71, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: replacing module HDMjl.\n" - ] - }, - { - "data": { - "text/plain": [ - "Main.HDMjl" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "include(\"E:/causal_ml/hdm_paper/prueba/HDMjl.jl/src/HDMjl.jl\")" - ] - }, - { - "cell_type": "code", - "execution_count": 73, - "metadata": {}, - "outputs": [], - "source": [ - "url = \"https://github.com/cran/hdm/raw/master/data/pension.rda\";\n", - "pension = load(download(url))[\"pension\"];\n", - "y = pension[:, \"tw\"];\n", - "d = pension[:, \"p401\"];\n", - "z = pension[:, \"e401\"];\n", - "X = Matrix(pension[:, [\"i2\", \"i3\", \"i4\", \"i5\", \"i6\", \"i7\", \"a2\", \"a3\", \"a4\", \"a5\", \"fsize\", \"hs\", \"smcol\", \"col\", \"marr\", \"twoearn\", \"db\", \"pira\", \"hown\"]]);" - ] - }, - { - "cell_type": "code", - "execution_count": 93, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - " ------\n", - " Post-Lasso estimation: true\n", - " Intercept: true\n", - " Control: 0\n", - " Total number of variables: 19\n", - " Number of selected variables: 9 \n", - " ------\n", - " \n", - " \n", - "============ ============\n", - " \u001b[1m Variable \u001b[0m \u001b[1m Estimate \u001b[0m\n", - "============ ============\n", - " Intercept -2.07033\n", - " V 1 -0.237913\n", - " V 3 0.618819\n", - " V 4 0.846136\n", - " V 5 1.10569\n", - " V 6 1.34217\n", - " V 10 -0.33151\n", - " V 16 0.0382348\n", - " V 17 0.620232\n", - " V 18 0.335563\n", - "============ ============\n", - "rlassologit\n", - " Estimation and significance tesing of the treatment effect\n", - " Type: ATE\n", - " Bootstrap: none\n", - " \n", - "========== ========= ==========\n", - " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", - "========== ========= ==========\n", - " 10180.1 1930.68 5.2728\n", - "========== ========= ==========\n" - ] - } - ], - "source": [ - "pension_ate = HDMjl.rlassoATE(X, d, y);\n", - "HDMjl.r_summary(pension_ate);" - ] - }, - { - "cell_type": "code", - "execution_count": 91, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - " ------\n", - " Post-Lasso estimation: true\n", - " Intercept: true\n", - " Control: 0\n", - " Total number of variables: 19\n", - " Number of selected variables: 6 \n", - " ------\n", - " \n", - " \n", - "============ ============\n", - " \u001b[1m Variable \u001b[0m \u001b[1m Estimate \u001b[0m\n", - "============ ============\n", - " Intercept -1.79587\n", - " V 1 -0.608675\n", - " V 5 0.622942\n", - " V 6 0.839653\n", - " V 16 0.199394\n", - " V 17 0.643286\n", - " V 18 0.374925\n", - "============ ============\n", - "rlassologit\n", - " Estimation and significance tesing of the treatment effect\n", - " Type: ATET\n", - " Bootstrap: none\n", - " \n", - "========== ========= ==========\n", - " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", - "========== ========= ==========\n", - " 12628.5 2944.43 4.28893\n", - "========== ========= ==========\n" - ] - } - ], - "source": [ - "pension_atet = HDMjl.rlassoATET(X, d, y);\n", - "HDMjl.r_summary(pension_atet);" - ] - }, - { - "cell_type": "code", - "execution_count": 89, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - " ------\n", - " Post-Lasso estimation: true\n", - " Intercept: true\n", - " Control: 0\n", - " Total number of variables: 19\n", - " Number of selected variables: 10 \n", - " ------\n", - " \n", - " \n", - "============ ============\n", - " \u001b[1m Variable \u001b[0m \u001b[1m Estimate \u001b[0m\n", - "============ ============\n", - " Intercept -1.58403\n", - " V 1 -0.329602\n", - " V 3 0.657641\n", - " V 4 0.836492\n", - " V 5 1.11528\n", - " V 6 1.21348\n", - " V 8 0.142622\n", - " V 10 -0.299557\n", - " V 16 0.0516196\n", - " V 17 1.03219\n", - " V 18 0.135758\n", - "============ ============\n", - "rlassologit\n", - " Estimation and significance tesing of the treatment effect\n", - " Type: LATE\n", - " Bootstrap: none\n", - " \n", - "========== ======== ==========\n", - " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", - "========== ======== ==========\n", - " 12992.1 2326.9 5.58344\n", - "========== ======== ==========\n" - ] - } - ], - "source": [ - "pension_late = HDMjl.rlassoLATE(X, d, y, z);\n", - "HDMjl.r_summary(pension_late);" - ] - }, - { - "cell_type": "code", - "execution_count": 92, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "\n", - " ------\n", - " Post-Lasso estimation: true\n", - " Intercept: true\n", - " Control: 0\n", - " Total number of variables: 19\n", - " Number of selected variables: 5 \n", - " ------\n", - " \n", - " \n", - "============ ============\n", - " \u001b[1m Variable \u001b[0m \u001b[1m Estimate \u001b[0m\n", - "============ ============\n", - " Intercept -1.25636\n", - " V 1 -0.714199\n", - " V 5 0.677564\n", - " V 6 0.794049\n", - " V 16 0.212127\n", - " V 17 1.05388\n", - "============ ============\n", - "rlassologit\n", - " Estimation and significance tesing of the treatment effect\n", - " Type: LATET\n", - " Bootstrap: none\n", - " \n", - "========== ========= ==========\n", - " \u001b[1m Coeff \u001b[0m \u001b[1m SE \u001b[0m \u001b[1m t.value \u001b[0m\n", - "========== ========= ==========\n", - " 15323.2 3645.28 4.20357\n", - "========== ========= ==========\n" - ] - } - ], - "source": [ - "pension_latet = HDMjl.rlassoLATET(X, d, y, z);\n", - "HDMjl.r_summary(pension_latet);" - ] - }, - { - "cell_type": "markdown", - "metadata": {}, - "source": [ - "## 7. The Lasso Methods for Discovery of Significant Causes amongst Many Potential Causes, with Many Controls\n" - ] - }, - { - "cell_type": "code", - "execution_count": 686, - "metadata": {}, - "outputs": [ - { - "name": "stderr", - "output_type": "stream", - "text": [ - "WARNING: replacing module HDMjl.\n" - ] - }, - { - "data": { - "text/plain": [ - "Main.HDMjl" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "include(\"E:/causal_ml/hdm_paper/prueba/HDMjl.jl/src/HDMjl.jl\")" - ] - }, - { - "cell_type": "code", - "execution_count": 173, - "metadata": {}, - "outputs": [], - "source": [ - "using CSV\n", - "url = \"https://raw.githubusercontent.com/d2cml-ai/HDMjl.jl/prueba/data/7_.csv\"\n", - "data = DataFrame(CSV.read(download(url), DataFrame));\n", - "n, p = size(data);\n", - "p1 = 20;\n", - "X = data[:,2:end]\n", - "Y = data[:,1];" - ] - }, - { - "cell_type": "code", - "execution_count": 178, - "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - " \u001b[1m \u001b[0m \u001b[1m 2.5% \u001b[0m \u001b[1m 97.5% \u001b[0m\n", - "\n", - " \u001b[1m X1 \u001b[0m 4.50675 5.22214\n", - " \u001b[1m X2 \u001b[0m -0.321224 0.311879\n", - " \u001b[1m X3 \u001b[0m -0.358448 0.192826\n", - " \u001b[1m X4 \u001b[0m -0.260307 0.293453\n", - " \u001b[1m X5 \u001b[0m -0.28277 0.282461\n", - " \u001b[1m X6 \u001b[0m -0.328361 0.30112\n", - " \u001b[1m X7 \u001b[0m -0.232153 0.306844\n", - " \u001b[1m X8 \u001b[0m -0.0531874 0.479497\n", - " \u001b[1m X9 \u001b[0m -0.193021 0.396693\n", - " \u001b[1m X10 \u001b[0m -0.242849 0.269725\n", - " \u001b[1m X11 \u001b[0m -0.320578 0.215327\n", - " \u001b[1m X12 \u001b[0m -0.315627 0.272158\n", - " \u001b[1m X13 \u001b[0m -0.180324 0.382993\n", - " \u001b[1m X14 \u001b[0m -0.331511 0.39337\n", - " \u001b[1m X15 \u001b[0m -0.329087 0.320235\n", - " \u001b[1m X16 \u001b[0m -0.271623 0.337679\n", - " \u001b[1m X17 \u001b[0m -0.185883 0.423636\n", - " \u001b[1m X18 \u001b[0m -0.373985 0.05162\n", - " \u001b[1m X19 \u001b[0m -0.11292 0.399297\n", - " \u001b[1m X20 \u001b[0m -0.220993 0.260713\n" - ] - } - ], - "source": [ - "HDMjl.r_confint(HDMjl.rlassoEffects(X, Y, index = [1:p1;]), joint = true);" - ] - }, - { - "cell_type": "code", - "execution_count": 179, - "metadata": {}, - "outputs": [], - "source": [] - } - ], - "metadata": { - "kernelspec": { - "display_name": "Julia 1.8.1", - "language": "julia", - "name": "julia-1.8" - }, - "language_info": { - "file_extension": ".jl", - "mimetype": "application/julia", - "name": "julia", - "version": "1.8.1" - }, - "orig_nbformat": 4 - }, - "nbformat": 4, - "nbformat_minor": 2 -} diff --git a/tutorial/r_file.ipynb b/tutorial/r_file.ipynb index 6ae109e..1d9ec5e 100644 --- a/tutorial/r_file.ipynb +++ b/tutorial/r_file.ipynb @@ -1689,42 +1689,6 @@ "summary(pension.atet)" ] }, - { - "cell_type": "code", - "execution_count": 36, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [], - "source": [ - "library(remotes)" - ] - }, - { - "cell_type": "code", - "execution_count": 5, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [ - { - "ename": "ERROR", - "evalue": "Error in install_version(\"glmnet\", \"4.1-3\"): no se pudo encontrar la función \"install_version\"\n", - "output_type": "error", - "traceback": [ - "Error in install_version(\"glmnet\", \"4.1-3\"): no se pudo encontrar la función \"install_version\"\nTraceback:\n" - ] - } - ], - "source": [ - "install_version(\"glmnet\", \"4.1-3\")\n", - "library(glmnet)" - ] - }, { "cell_type": "code", "execution_count": 6, @@ -1761,154 +1725,16 @@ }, { "cell_type": "code", - "execution_count": 7, + "execution_count": null, "metadata": { "vscode": { "languageId": "r" } }, - "outputs": [ - { - "ename": "ERROR", - "evalue": "Error in parse(text = x, srcfile = src): :55:3: inesperado 'else'\n54: \n55: else\n ^\n", - "output_type": "error", - "traceback": [ - "Error in parse(text = x, srcfile = src): :55:3: inesperado 'else'\n54: \n55: else\n ^\nTraceback:\n" - ] - } - ], + "outputs": [], "source": [ - "bootstrap = \"none\"\n", - "nRep = 500\n", - "post = TRUE\n", - "intercept = TRUE\n", - "always_takers = TRUE\n", - "never_takers = TRUE\n", - "x = X\n", - "\n", - " x <- as.matrix(x)\n", - " n <- dim(x)[1]\n", - " p <- dim(x)[2]\n", - " checkmate::checkChoice(bootstrap, c(\"none\", \"Bayes\", \"normal\", \"wild\"))\n", - " checkmate::checkLogical(always_takers, never_takers)\n", - " lambda <- 2.2 * sqrt(n) * qnorm(1 - (.1/log(n))/(2 * (2 * p)))\n", - " control <- list(numIter = 15, tol = 10^-5)\n", - " # penalty <- list(method = 'none', lambda.start = rep(lambda, p), c =\n", - " # 1.1, gamma = 0.1)\n", - " penalty <- list(homoscedastic = \"none\", lambda.start = rep(lambda, \n", - " p), c = 1.1, gamma = 0.1)\n", - " indz1 <- (z == 1)\n", - " indz0 <- (z == 0)\n", - " # E[Y|Z = 1,X] = my_z1x\n", - " b_y_z1xL <- rlasso(y[indz1] ~ x[indz1, , drop = FALSE], post = post, \n", - " intercept = intercept, control = control, penalty = penalty)\n", - " my_z1x <- predict(b_y_z1xL, newdata = x)\n", - " # E[Y|Z = 0,X] = my_z0x\n", - " b_y_z0xL <- rlasso(y[indz0] ~ x[indz0, , drop = FALSE], post = post, \n", - " intercept = intercept, control = control, penalty = penalty)\n", - " my_z0x <- predict(b_y_z0xL, newdata = x)\n", - " # E[D|Z = 1,X] = md_z1x\n", - " lambda <- 2.2 * sqrt(n) * qnorm(1 - (.1/log(n))/(2 * (2 * p)))\n", - " penalty <- list(lambda.start = lambda, c = 1.1, gamma = 0.1)\n", - " \n", - " # if (sum(d - z) != 0) {\n", - " # b_d_z1xL <- rlassologit(d[indz1] ~ x[indz1, , drop = FALSE], post = post, \n", - " # intercept = intercept, penalty = penalty)\n", - " # md_z1x <- predict(b_d_z1xL, newdata = x)\n", - " # } else {\n", - " # md_z1x <- rep(1, n)\n", - " # }\n", - " # \n", - " # E[D|Z = 0,X] = md_z0x\n", - " #penalty <- list(homoscedastic = \"none\", lambda.start = rep(lambda, \n", - " # p), c = 1.1, gamma = 0.1)\n", - " #b_d_z0x <- rlassologit(d[indz0] ~ x[indz0, ], post = post, intercept = intercept, penalty = penalty)\n", - " #md_z0x <- predict(b_d_z0x, newdata = x)\n", - " # md_z0x <- rep(0, n)\n", - " \n", - " # E[D|Z = 1,X] = md_z1x\n", - " if (identical(d,z)) {\n", - " md_z1x <- rep(1, n)\n", - " md_z0x <- rep(0, n)\n", - " }\n", - " \n", - " else {\n", - " \n", - " if (all(always_takers, never_takers)) {\n", - " g_d_z1 <- rlassologit(d[indz1] ~ x[indz1, , drop = FALSE], \n", - " post = post, intercept = intercept, penalty = penalty)\n", - " md_z1x <- predict(g_d_z1, newdata = x)\n", - " \n", - " g_d_z0 <- rlassologit(d[indz0] ~ x[indz0, , drop = FALSE], \n", - " post = post, intercept = intercept, penalty = penalty)\n", - " md_z0x <- predict(g_d_z0, newdata = x) \n", - " }\n", - " \n", - " \n", - " if (always_takers == FALSE & never_takers == TRUE) {\n", - " g_d_z1 <- rlassologit(d[indz1] ~ x[indz1, , drop = FALSE], \n", - " post = post, intercept = intercept, penalty = penalty)\n", - " md_z1x <- predict(g_d_z1, newdata = x)\n", - " \n", - " ### no always-takers: E[D=1 | Z=0,X] = 0\n", - " md_z0x <- rep(0, n)\n", - " }\n", - " \n", - " if (always_takers == TRUE & never_takers == FALSE) {\n", - " ### no never-takers: E[D=1 | Z=1,X] = 1\n", - " md_z1x <- rep(1, n)\n", - " \n", - " g_d_z0 <- rlassologit(d[indz0] ~ x[indz0, , drop = FALSE], \n", - " post = post, intercept = intercept, penalty = penalty)\n", - " md_z0x <- predict(g_d_z0, newdata = x)\n", - " }\n", - " \n", - " if (always_takers == FALSE & never_takers == FALSE) {\n", - " md_z1x <- rep(1, n)\n", - " md_z0x <- rep(0, n)\n", - " \n", - " message(\"If there are no always-takers and no never-takers, ATE is estimated\")\n", - " }\n", - " }\n", - " \n", - " # E[Z|X] = mz_x\n", - " b_z_xL <- rlassologit(z ~ x, post = post, intercept = intercept)\n", - " mz_x <- predict(b_z_xL, newdata = x)\n", - " mz_x <- mz_x * (mz_x > 1e-12 & mz_x < 1 - 1e-12) + (1 - 1e-12) * (mz_x > \n", - " 1 - 1e-12) + 1e-12 * (mz_x < 1e-12)\n", - " \n", - " eff <- (z * (y - my_z1x)/mz_x - ((1 - z) * (y - my_z0x)/(1 - mz_x)) + \n", - " my_z1x - my_z0x)/mean(z * (d - md_z1x)/mz_x - ((1 - z) * (d - md_z0x)/(1 - \n", - " mz_x)) + md_z1x - md_z0x)\n", - " \n", - " se <- sqrt(var(eff))/sqrt(n)\n", - " late <- mean(eff)\n", - " individual <- eff\n", - " \n", - " object <- list(se = se, te = late, individual = individual, type = \"LATE\", \n", - " call = match.call(), samplesize = n)\n", - " \n", - " if (bootstrap != \"none\") {\n", - " boot <- rep(NA, nRep)\n", - " for (i in 1:nRep) {\n", - " if (bootstrap == \"Bayes\") {\n", - " weights <- rexp(n, rate = 1) - 1\n", - " }\n", - " if (bootstrap == \"normal\") {\n", - " weights <- rnorm(n)\n", - " }\n", - " if (bootstrap == \"wild\") {\n", - " weights <- rnorm(n)/sqrt(2) + (rnorm(n)^2 - 1)/2\n", - " }\n", - " weights <- weights + 1\n", - " boot[i] <- mean(weights * (z * (y - my_z1x)/mz_x - ((1 - z) * \n", - " (y - my_z0x)/(1 - mz_x)) + my_z1x - my_z0x))/mean(weights * \n", - " (z * (d - md_z1x)/mz_x - ((1 - z) * (d - md_z0x)/(1 - mz_x)) + \n", - " md_z1x - md_z0x))\n", - " }\n", - " object$boot.se <- sqrt(var(boot))\n", - " object$type_boot <- bootstrap\n", - " }" + "pension.latet = rlassoLATET(X, d, y, z)\n", + "summary(pension.latet)" ] }, { @@ -1920,7 +1746,17 @@ } }, "outputs": [], - "source": [] + "source": [ + "library(xtable)\n", + "table = matrix(0, 4, 2)\n", + "table[1, ] = summary(pension.ate)[, 1:2]\n", + "table[2, ] = summary(pension.atet)[, 1:2]\n", + "table[3, ] = summary(pension.late)[, 1:2]\n", + "table[4, ] = summary(pension.latet)[, 1:2]\n", + "colnames(table) = c(\"Estimate\", \"Std. Error\")\n", + "rownames(table) = c(\"ATE\", \"ATET \", \"LATE\", \"LATET\")\n", + "tab = xtable(table, digits = c(2, 2, 2))" + ] }, { "cell_type": "code", @@ -1954,50 +1790,19 @@ "source": [ "pension.ate = rlassoATE(X, z, y)\n", "pension.atet = rlassoATET(X, z, y)\n", - "# pension.late = rlassoLATE(X, d, y, z)\n", - "# pension.latet = rlassoLATET(X, d, y, z)\n", - "# # pension.ate = rlassoATE(formExt, data = pension) pension.atet =\n", - "# # rlassoATET(formExt, data = pension) pension.late = rlassoLATE(formZExt, data =\n", - "# # pension) pension.latet = rlassoLATET(formZExt, data = pension)\n", - "# table = matrix(0, 4, 2)\n", - "# table[1, ] = summary(pension.ate)[, 1:2]\n", - "# table[2, ] = summary(pension.atet)[, 1:2]\n", - "# table[3, ] = summary(pension.late)[, 1:2]\n", - "# table[4, ] = summary(pension.latet)[, 1:2]\n", - "# colnames(table) = c(\"Estimate\", \"Std. Error\")\n", - "# rownames(table) = c(\"ATE\", \"ATET \", \"LATE\", \"LATET\")\n", - "# tab = xtable(table, digits = c(2, 2, 2))" - ] - }, - { - "cell_type": "code", - "execution_count": 26, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [ - { - "data": { - "text/plain": [ - "\n", - "Call:\n", - "rlassoLATET.default(x = x, d = d, y = y, z = z, bootstrap = bootstrap, \n", - " nRep = nRep)\n", - "\n", - "Treatment Effect\n", - "Type: ATET \n", - "Value:\n", - "[1] 10795\n" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], - "source": [ - "pension.atet" + "pension.late = rlassoLATE(X, d, y, z)\n", + "pension.latet = rlassoLATET(X, d, y, z)\n", + "# pension.ate = rlassoATE(formExt, data = pension) pension.atet =\n", + "# rlassoATET(formExt, data = pension) pension.late = rlassoLATE(formZExt, data =\n", + "# pension) pension.latet = rlassoLATET(formZExt, data = pension)\n", + "table = matrix(0, 4, 2)\n", + "table[1, ] = summary(pension.ate)[, 1:2]\n", + "table[2, ] = summary(pension.atet)[, 1:2]\n", + "table[3, ] = summary(pension.late)[, 1:2]\n", + "table[4, ] = summary(pension.latet)[, 1:2]\n", + "colnames(table) = c(\"Estimate\", \"Std. Error\")\n", + "rownames(table) = c(\"ATE\", \"ATET \", \"LATE\", \"LATET\")\n", + "tab = xtable(table, digits = c(2, 2, 2))" ] }, { @@ -2011,17 +1816,6 @@ "outputs": [], "source": [] }, - { - "cell_type": "code", - "execution_count": null, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [], - "source": [] - }, { "cell_type": "markdown", "metadata": {}, @@ -2050,20 +1844,6 @@ "Y = D[, 1] * 5 + W[, 1] * 5 + rnorm(n) #Outcome" ] }, - { - "cell_type": "code", - "execution_count": 233, - "metadata": { - "vscode": { - "languageId": "r" - } - }, - "outputs": [], - "source": [ - "# data = data.frame(cbind(Y, X))\n", - "# write.csv(data,\"../data/7_.csv\", row.names = FALSE)" - ] - }, { "cell_type": "code", "execution_count": 51, From 492a6a0d8ca0f908cfc275fb0c39cc7a28800786 Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Fri, 14 Oct 2022 08:45:22 -0500 Subject: [PATCH 26/28] # --- tutorial/HDMjl_tutorial.ipynb | 265 +++++++++++++++++++++++++++------- 1 file changed, 216 insertions(+), 49 deletions(-) diff --git a/tutorial/HDMjl_tutorial.ipynb b/tutorial/HDMjl_tutorial.ipynb index 7c3472c..97a73b4 100644 --- a/tutorial/HDMjl_tutorial.ipynb +++ b/tutorial/HDMjl_tutorial.ipynb @@ -140,6 +140,13 @@ "### 3.2. A Joint Significance Test for Lasso Regression." ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Example. (Prediction Using Lasso and Post-Lasso) Consider generated data from a sparse linear model:" + ] + }, { "cell_type": "code", "execution_count": 2, @@ -153,6 +160,13 @@ "X = Matrix(dta[:,2:end]);" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next we estimate the model, print the results, and make in-sample and out-of sample predictions. We can use methods print and summarize to print the results, where the option all can be set to FALSE to limit the print only to the non-zero coefficients.\n" + ] + }, { "cell_type": "code", "execution_count": 4, @@ -312,6 +326,13 @@ "x = Matrix(dta[:,3:end]);" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can estimate $\\alpha_0$ by running full least squares:" + ] + }, { "cell_type": "code", "execution_count": 15, @@ -348,6 +369,13 @@ "DataFrame(Estimate = coef(full_fit)[2], Std_Error = stderror(full_fit)[2])" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Another way to estimate $\\alpha_0$ is to first partial out the x-variables from $y_i$ and $d_i$, and run least squares on the residuals:" + ] + }, { "cell_type": "code", "execution_count": 16, @@ -396,6 +424,14 @@ "DataFrame(Estimate = coef(partial_fit_ls)[2], Std_Error = stderror(partial_fit_ls)[2])" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "In high-dimensional settings, we can no longer rely on the full least-squares and instead may rely on\n", + "Lasso or Post-Lasso for partialling out" + ] + }, { "cell_type": "code", "execution_count": 18, @@ -436,6 +472,14 @@ "DataFrame(Estimate = coef(partial_fit_postlasso)[2], Std_Error = stderror(partial_fit_postlasso)[2])" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "The orthogonal estimating equations method – based on partialling out via Lasso or post-Lasso – is\n", + "implemented by the function rlassoEffect, using method= \"partialling out\":" + ] + }, { "cell_type": "code", "execution_count": 22, @@ -461,24 +505,10 @@ ] }, { - "cell_type": "code", - "execution_count": 20, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Coefficients:\n", - "\n", - " \u001b[1m 1 \u001b[0m\n", - "\n", - " 0.973\n" - ] - } - ], "source": [ - "r_print(Eff)" + "Another orthogonal estimating equations method – based on the double selection of covariates – is im\u0002plemented by the the function rlassoEffect, using method= \"double selection" ] }, { @@ -526,6 +556,13 @@ "x = Matrix(data[:,2:end]);" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We can do inference on a set of variables of interest, e.g. the first, second, third, and the fiftieth:" + ] + }, { "cell_type": "code", "execution_count": 107, @@ -604,6 +641,14 @@ "r_confint(lasso_effects);" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We will also demonstrate the application of joint confidence intervals in an empirical application in\n", + "the next section." + ] + }, { "cell_type": "code", "execution_count": 112, @@ -698,22 +743,11 @@ ] }, { - "cell_type": "code", - "execution_count": 127, + "cell_type": "markdown", "metadata": {}, - "outputs": [ - { - "data": { - "text/plain": [ - "15.0" - ] - }, - "metadata": {}, - "output_type": "display_data" - } - ], "source": [ - "sum(x[:,32])" + "The parameter estimates for the target parameters, i.e. all coefficients related to gender (i.e. by\n", + "interaction with other variables) are calculated and summarized by the following commands" ] }, { @@ -763,6 +797,13 @@ "r_summary(effects_female);" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, we estimate and plot confident intervals, first ”pointwise” and then the joint confidence intervals." + ] + }, { "cell_type": "code", "execution_count": 14, @@ -805,6 +846,13 @@ "### 4.4. Application: Estimation of the treatment effect in a linear model with many confounding factors" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First, we load and prepare the data" + ] + }, { "cell_type": "code", "execution_count": 16, @@ -819,6 +867,13 @@ "X_1 = Matrix(GrowthData[:, Not(1, 2)]);" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we can estimate the effect of the initial GDP level. First, we estimate by OLS:" + ] + }, { "cell_type": "code", "execution_count": 17, @@ -839,6 +894,13 @@ "ls_effect = DataFrame(Estimate = β, stderror = se);" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Second, we estimate the effect by the partialling out by Post-Lasso:" + ] + }, { "cell_type": "code", "execution_count": 18, @@ -863,6 +925,13 @@ "r_summary(lasso_effect);" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Third, we estimate the effect by the double selection method:" + ] + }, { "cell_type": "code", "execution_count": 19, @@ -887,6 +956,13 @@ "r_summary(doublesel_effect);" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We then collect results in a nice latex table:" + ] + }, { "cell_type": "code", "execution_count": 20, @@ -930,6 +1006,13 @@ "### 5.2. Application: Economic Development and Institutions." ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First, we process the data" + ] + }, { "cell_type": "code", "execution_count": 38, @@ -964,33 +1047,19 @@ ] }, { - "cell_type": "code", - "execution_count": 39, + "cell_type": "markdown", "metadata": {}, - "outputs": [], "source": [ - "AJR_Xselect = rlassoIV(x, d, y, z, select_X=true, select_Z=false);" + "Then we estimate an IV model with selection on the X" ] }, { "cell_type": "code", - "execution_count": 40, + "execution_count": 39, "metadata": {}, - "outputs": [ - { - "name": "stdout", - "output_type": "stream", - "text": [ - "Coefficients:\n", - "\n", - " \u001b[1m d1 \u001b[0m\n", - "\n", - " 0.845\n" - ] - } - ], + "outputs": [], "source": [ - "r_print(AJR_Xselect)" + "AJR_Xselect = rlassoIV(x, d, y, z, select_X=true, select_Z=false);" ] }, { @@ -1035,6 +1104,17 @@ "r_confint(AJR_Xselect);" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "It is interesting to understand what the procedure above is doing. In essence, it partials out xi from\n", + "yi\n", + ", di and zi using Post-Lasso and applies the 2SLS to the residual quantities.\n", + "Let us investigate partialling out in more detail in this example. We can first try to use OLS for\n", + "partialling out:\n" + ] + }, { "cell_type": "code", "execution_count": 43, @@ -1107,6 +1187,15 @@ "DataFrame(Estimate = ivfit_lm[\"coefficients\"][1,2], Std_Error = ivfit_lm[\"se\"])" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "We see that the estimates exhibit large standard errors. The imprecision is expected because dimension\n", + "of x is quite large, comparable to the sample size.\n", + "Next, we replace the OLS operator by post-Lasso for partialling out" + ] + }, { "cell_type": "code", "execution_count": 46, @@ -1174,6 +1263,14 @@ "### 5.3. Application: Impact of Eminent Domain Decisions on Economic Outcomes." ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "First, we load the data an construct the matrices with the controls (x), instruments (z), outcome (y),\n", + "and treatment variables (d). Here we consider regional GDP as the outcome variable." + ] + }, { "cell_type": "code", "execution_count": 48, @@ -1190,6 +1287,17 @@ "z = z[:, (mean(z, dims = 1) .> 0.05)'];" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "As mentioned above, y is the economic outcome, the logarithm of the GDP, d the number of pro\n", + "plaintiff appellate takings decisions in federal circuit court c and year t, x is a matrix with control\n", + "variables, and z is the matrix with instruments. Here we consider socio-economic and demographic\n", + "characteristics of the judges as instruments.\n", + "First, we estimate the effect of the treatment variable by simple OLS and 2SLS using two instruments:" + ] + }, { "cell_type": "code", "execution_count": 50, @@ -1200,6 +1308,13 @@ "ED_2sls = tsls(d, y, z[:,1:2], x, intercept = false);" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Next, we estimate the model with selection on the instruments.\n" + ] + }, { "cell_type": "code", "execution_count": 51, @@ -1251,6 +1366,13 @@ "r_confint(lasso_IV_Z);" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, we do selection on both the x and z variables." + ] + }, { "cell_type": "code", "execution_count": 58, @@ -1294,6 +1416,13 @@ "r_confint(lasso_IV_XZ);" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, we compare all results" + ] + }, { "cell_type": "code", "execution_count": 62, @@ -1352,6 +1481,13 @@ "### 6.3. Application: 401(k) plan participation." ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Again, we start first with the data preparation:" + ] + }, { "cell_type": "code", "execution_count": 107, @@ -1366,6 +1502,14 @@ "X = Matrix(pension[:, [\"i2\", \"i3\", \"i4\", \"i5\", \"i6\", \"i7\", \"a2\", \"a3\", \"a4\", \"a5\", \"fsize\", \"hs\", \"smcol\", \"col\", \"marr\", \"twoearn\", \"db\", \"pira\", \"hown\"]]);" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Now we can compute the estimates of the target treatment effect parameters. For ATE and ATET we\n", + "report the the effect of eligibility for 401(k)." + ] + }, { "cell_type": "code", "execution_count": 109, @@ -1471,6 +1615,14 @@ "r_summary(pension_atet);" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For LATE and LATET we estimate the effect of 401(k) participation (d) with plan eligibility (z) as\n", + "instrument." + ] + }, { "cell_type": "code", "execution_count": 111, @@ -1570,6 +1722,14 @@ "r_summary(pension_latet);" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "For LATE and LATET we estimate the effect of 401(k) participation (d) with plan eligibility (z) as\n", + "instrument." + ] + }, { "cell_type": "code", "execution_count": 153, @@ -1657,6 +1817,13 @@ " header = [\" \", \"Estimate\", \"Std. Error\"], tf = tf_simple, nosubheader = true)" ] }, + { + "cell_type": "markdown", + "metadata": {}, + "source": [ + "Finally, we estimate a model including all interaction effects:" + ] + }, { "cell_type": "code", "execution_count": 174, From c28c9b5f53321ef823c6df76a06dcfdb7922125c Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Fri, 14 Oct 2022 17:13:54 -0500 Subject: [PATCH 27/28] # --- README.md | 309 +++++++++++++++++++++++++++++++++++++----------------- 1 file changed, 214 insertions(+), 95 deletions(-) diff --git a/README.md b/README.md index 186e225..6c2ab69 100644 --- a/README.md +++ b/README.md @@ -67,44 +67,59 @@ The Post-Lasso procedure fits an OLS regression excluding the variables not prev We can estimate the models using Lasso ```julia -julia> rlasso(X, Y, post = false) -Dict{String, Any} with 15 entries: - "tss" => 6512.49 - "dev" => [6.75884, -13.5819, -2.81122, -3.94462, 17.3342, -1.2805, 3.16503, -4.74853, 6.944, 15.2907 … … - "model" => [0.390896 0.179228 … 2.36678 2.01764; -0.720606 -1.12332 … 0.169248 -0.831435; … ; 1.2457 0.7669… - "loadings" => [1.70326, 1.86338, 2.02143, 1.85829, 1.5416, 1.74625, 1.94735, 1.38887, 1.7228, 1.59366 … 1.65… - "sigma" => 1.71111 - "lambda0" => 81.3601 - "lambda" => [138.577, 151.605, 164.464, 151.191, 125.424, 142.075, 158.436, 112.998, 140.167, 129.66 … 134… - "intercept" => -0.118988 - "iter" => 16 - "residuals" => [1.8377, -2.33523, 0.707157, -0.0587436, 3.81226, 0.637385, 0.117754, -0.209206, 1.49168, 2.2032… - "rss" => 289.863 - "index" => Bool[1, 1, 1, 0, 0, 0, 0, 0, 0, 0 … 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] - "beta" => [4.15731, 4.35612, 3.69875, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 … 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, … - "options" => Dict{String, Any}("intercept"=>true, "post"=>false, "meanx"=>[-0.217494 0.000263084 … -0.0073734… - "coefficients" => [-0.118988, 4.15731, 4.35612, 3.69875, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 … 0.0, 0.0, 0.0, 0.0, 0.0,… +julia> lasso_reg = rlasso(X, Y, post = false) + +julia> r_summary(lasso_reg) + + Post-Lasso Estimation: false + Total number of variables: 100 + Number of selected variables: 9 + --- + +============ ============== + Variable Estimate +============ ============== + Intercept -0.0588327 + V 1 4.84428 + V 2 4.73331 + V 3 4.99116 + V 4 -0.0166025 + V 43 -0.10963 + V 64 0.000400857 + V 69 -0.0359718 + V 94 0.00666321 + V 100 0.166262 +============ ============== + + ---- + Multiple R-squared: 0.9883821717933302 + Adjusted R-squared: 0.9872203889726632 ``` and Post-Lasso ```julia -julia> rlasso(X, Y, post = true) -Dict{String, Any} with 15 entries: - "tss" => 6512.49 - "dev" => [6.75884, -13.5819, -2.81122, -3.94462, 17.3342, -1.2805, 3.16503, -4.74853, 6.944, 15.2907 … … - "model" => [0.390896 0.179228 … 2.36678 2.01764; -0.720606 -1.12332 … 0.169248 -0.831435; … ; 1.2457 0.7669… - "loadings" => [0.93007, 0.992403, 0.863634, 1.00966, 0.876833, 0.858748, 1.00182, 0.892263, 1.07537, 1.01695 … - "sigma" => 0.925277 - "lambda0" => 81.3601 - "lambda" => [75.6706, 80.7419, 70.2653, 82.1458, 71.3392, 69.8678, 81.5081, 72.5946, 87.4919, 82.7389 … 68… - "intercept" => 0.0258985 - "iter" => 5 - "residuals" => [0.733002, 0.22571, 1.06845, 1.34666, 0.818648, 0.575327, -0.519747, 0.985208, -0.000283277, -0.… - "rss" => 84.7576 - "index" => Bool[1, 1, 1, 0, 0, 0, 0, 0, 0, 0 … 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] - "beta" => [4.94557, 5.14366, 4.8095, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 … 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0… - "options" => Dict{String, Any}("intercept"=>true, "post"=>true, "meanx"=>[-0.217494 0.000263084 … -0.00737349… - "coefficients" => [0.0258985, 4.94557, 5.14366, 4.8095, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 … 0.0, 0.0, 0.0, 0.0, 0.0, … +julia> post_lasso_reg = rlasso(X, Y, post = true) + +julia> r_summary(post_lasso_reg) + + Post-Lasso Estimation: true + Total number of variables: 100 + Number of selected variables: 3 + --- + +============ ============== + Variable Estimate +============ ============== + Intercept -0.00682754 + V 1 5.00958 + V 2 4.93178 + V 3 5.17705 +============ ============== + + ---- + Multiple R-squared: 0.9878595381779292 + Adjusted R-squared: 0.9874801487459894 + ``` ### Inference on Target Coefficients through Orthogonal Estimating Equations @@ -130,34 +145,31 @@ julia> d = GrowthData[:, 3]; julia> X = Matrix(GrowthData[:, Not(1, 2, 3)]); -julia> rlassoEffect(X, y, d, method = "double selection") -Dict{String, Any} with 10 entries: - "alpha" => -0.0500059 - "t" => -3.16666 - "se" => 0.0157914 - "no_select" => 0 - "coefficients_reg" => [-0.406451, -0.0500059, -0.0782423, -0.574676, 0.0511529, -0.0470218, 0.212279, -0.000376038, 0… - "sample_size" => 90 - "coefficient" => -0.0500059 - "selection_index" => Bool[1, 0, 1, 0, 1, 0, 0, 0, 0, 0 … 0, 0, 0, 0, 0, 0, 0, 0, 0, 0] - "residuals" => Dict("v"=>[0.497555, 0.183798, 0.0705184, -0.123959, 0.0872214, 0.311811, 0.273583, 0.800463, -… - "coefficients" => -0.0500059 +julia> doublesel_effect = rlassoEffect(X, y, d, method = "double selection"); + +julia> r_summary(doublesel_effect); +Estimates and significance testing of the effect of target variables + Row Estimate. Std. Error t value Pr(>|t|) + + 1 -0.05001 0.01579 -3.16719 0.00154 ** +--- +Signif. codes: +0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 ``` We can also use `partialling out` for the orthogonal estimating equations. ```julia -julia> rlassoEffect(X, y, d, method = "partialling out") -Dict{String, Any} with 9 entries: - "alpha" => -0.0498115 - "t" => -3.57421 - "se" => 0.0139364 - "coefficients_reg" => [0.0581009, -0.0755655, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0, 0.0 … 0.0, 0.0, 0.0, 0.0, 0.0, 0.0… - "sample_size" => 90 - "coefficient" => -0.0498115 - "selection_index" => Any[true, false, true, false, true, false, false, false, false, false … false, false, false, … - "residuals" => Dict("v"=>[0.522248, 0.130278, 0.072321, -0.131969, 0.0984047, 0.357306, 0.294098, 0.797784, -0… - "coefficients" => -0.0498115 +julia> lasso_effect = rlassoEffect(X, y, d, method = "partialling out") + +julia> r_summary(lasso_effect); +Estimates and significance testing of the effect of target variables + Row Estimate. Std. Error t value Pr(>|t|) + + 1 -0.04981 0.01394 -3.57317 0.00035 *** +--- +Signif. codes: +0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 ``` ### Instrumental Variable Estimation in High-Dimentional Settings @@ -185,13 +197,16 @@ julia> x = x[:, (mean(x, dims = 1) .> 0.05)']; julia> z = z[:, (mean(z, dims = 1) .> 0.05)']; -julia> rlassoIV(x, d, y, z) -Dict{String, Any} with 5 entries: - "se" => [0.128507] - "sample_size" => 312 - "vcov" => [0.0165139;;] - "residuals" => [-0.20468; 0.0311701; … ; 0.252309; 0.335146;;] - "coefficients" => [-0.0238347;;] +julia> lasso_IV_XZ = rlassoIV(x, d, y, z) + +julia> r_summary(lasso_IV_XZ); +Estimates and Significance Testing of the effect of target variables in the IV regression model + coeff. se. t-value p-value + + d1 -0.02383 0.12851 -0.18543 0.85289 +--- +Signif. codes: +0 '***' 0.001 '**' 0.01 '*' 0.05 '.' 0.1 ' ' 1 ``` ### Inference on Treatment Effects on a High-Dimensional Setting @@ -211,37 +226,141 @@ julia> z = pension[:, "e401"]; julia> X = Matrix(pension[:, ["i2", "i3", "i4", "i5", "i6", "i7", "a2", "a3", "a4", "a5", "fsize", "hs", "smcol", "col", "marr", "twoearn", "db", "pira", "hown"]]); -julia> rlassoATE(X, d, y) -Dict{String, Any} with 5 entries: - "se" => 1930.68 - "individual" => [-30618.3, -57537.6, -71442.9, 21383.3, -2.32925e5, 3.40765e5, 97143.9, -286.995, 21439.9, 99072.0 … - "sample_size" => 9915 - "te" => 10180.1 - "type" => "ATE" - -julia> rlassoATET(X, d, y) -Dict{String, Any} with 6 entries: - "se" => 2944.43 - "individual" => [-21536.4, -52877.2, -1.44867e5, -2739.29, -307741.0, 7.3912e5, 1.73107e5, 12929.3, -2569.57, 62331.… - "sample_size" => 9915 - "te" => 12628.5 - "type" => "ATET" - -julia> rlassoLATE(X, d, y, z) -Dict{String, Any} with 5 entries: - "se" => 2326.9 - "individual" => [-50526.8, -1.39158e5, -1.37102e5, 38508.0, -6.5644e5, 7.94317e5, 2.50222e5, 71721.0, 39272.5, 1.440… - "sample_size" => 9915 - "te" => 12992.1 - "type" => "LATE" - -julia> rlassoLATET(X, d, y, z) -Dict{String, Any} with 6 entries: - "se" => 3645.28 - "individual" => [-35580.5, -90558.0, -1.83628e5, -5303.13, -8.0766e5, 1.88668e6, 4.94743e5, 18436.0, -4847.72, 74008… - "sample_size" => 9915 - "te" => 15323.2 - "type" => "LATET" +julia> pension_ate = rlassoATE(X, d, y) + +julia> r_summary(pension_ate); + ------ + Post-Lasso estimation: true + Intercept: true + Control: 0 + Total number of variables: 19 + Number of selected variables: 9 + ------ + + +============ ============ + Variable Estimate +============ ============ + Intercept -2.07033 + V 1 -0.237913 + V 3 0.618819 + V 4 0.846136 + V 5 1.10569 + V 6 1.34217 + V 10 -0.33151 + V 16 0.0382348 + V 17 0.620232 + V 18 0.335563 +============ ============ +rlassologit +... + Coeff SE t.value +========== ========= ========== + 10180.1 1930.68 5.2728 +========== ========= ========== + +julia> pension_atet = rlassoATET(X, d, y) + +julia> r_summary(pension_atet); + ------ + Post-Lasso estimation: true + Intercept: true + Control: 0 + Total number of variables: 19 + Number of selected variables: 6 + ------ + + +============ ============ + Variable Estimate +============ ============ + Intercept -1.79587 + V 1 -0.608675 + V 5 0.622942 + V 6 0.839653 + V 16 0.199394 + V 17 0.643286 + V 18 0.374925 +============ ============ +rlassologit + Estimation and significance tesing of the treatment effect + Type: ATET + Bootstrap: none +... + Coeff SE t.value +========== ========= ========== + 12628.5 2944.43 4.28893 +========== ========= ========== + +julia> pension_late = rlassoLATE(X, d, y, z) + +julia> r_summary(pension_late); + ------ + Post-Lasso estimation: true + Intercept: true + Control: 0 + Total number of variables: 19 + Number of selected variables: 10 + ------ + + +============ ============ + Variable Estimate +============ ============ + Intercept -1.58403 + V 1 -0.329602 + V 3 0.657641 + V 4 0.836492 + V 5 1.11528 + V 6 1.21348 + V 8 0.142622 + V 10 -0.299557 + V 16 0.0516196 + V 17 1.03219 + V 18 0.135758 +============ ============ +rlassologit + Estimation and significance tesing of the treatment effect + Type: LATE + Bootstrap: none + +========== ======== ========== + Coeff SE t.value +========== ======== ========== + 12992.1 2326.9 5.58344 +========== ======== ========== + +julia> pension_latet = rlassoLATET(X, d, y, z) + +julia> r_summary(pension_latet); + ------ + Post-Lasso estimation: true + Intercept: true + Control: 0 + Total number of variables: 19 + Number of selected variables: 5 + ------ + + +============ ============ + Variable Estimate +============ ============ + Intercept -1.25636 + V 1 -0.714199 + V 5 0.677564 + V 6 0.794049 + V 16 0.212127 + V 17 1.05388 +============ ============ +rlassologit + Estimation and significance tesing of the treatment effect + Type: LATET + Bootstrap: none + +========== ========= ========== + Coeff SE t.value +========== ========= ========== + 15323.2 3645.28 4.20357 ``` From 9349362dcca78c674f9fc8c29a4051e9c5898e93 Mon Sep 17 00:00:00 2001 From: Franco Caceres Vasquez Date: Fri, 14 Oct 2022 17:16:43 -0500 Subject: [PATCH 28/28] # --- README.md | 2 -- 1 file changed, 2 deletions(-) diff --git a/README.md b/README.md index 6c2ab69..b855120 100644 --- a/README.md +++ b/README.md @@ -70,7 +70,6 @@ We can estimate the models using Lasso julia> lasso_reg = rlasso(X, Y, post = false) julia> r_summary(lasso_reg) - Post-Lasso Estimation: false Total number of variables: 100 Number of selected variables: 9 @@ -101,7 +100,6 @@ and Post-Lasso julia> post_lasso_reg = rlasso(X, Y, post = true) julia> r_summary(post_lasso_reg) - Post-Lasso Estimation: true Total number of variables: 100 Number of selected variables: 3

jZAb7*T!j{;R6fbp2Na1*G4Yg6l`d4cYJXq2sZuP>A~)4Sm8*VZhNba zew`Oz7Z{AgV3StOUjHWO9bvg)z_!`vm+iCUcLqVDo|agCnl-dL*&X8V%0*f$zg=kb z25t!IvK}oe#{mu3_3;CM;qoo?60sFXWG-C3%`=VDC!!9dR&@ZOs!VI^Dm_k0y?5}f z`;DX5D!c_5IgzILFF{&^5FSfp5QuGul zh8n@r=X9esn;z(}JD0c%Dfe==zwZdaCi|IIjtp*?p3U~Z^2>!lpW3JH^=}=g{%*N6 z^ZPa|U9CA$r}-Q^;=bjKY(0;QPfzu0>SSZ@wy&JFk-@l7yhPu9A{k~is^!kOE0mfu;+G4*p`k3ACjnTgG;3 z;=Su(&x}HU(cW{sYCt@iwf2bepcip`QnP5 zG?Tc7BGT-)o6 zaqID6PY*idz|P^3Sy5vs(%P=2aAGG6-X3RiO!$OzzIy+~v-$z~#-8mi3WnIszHjtq zl?akzBD3gsgutB3m7NkkMCiNC=~+i-g@wM)vIE3oA&pn-fJ&biJZF0Ux;E=Hke(z( z#|j(aw8eF`5oHR2!Q5Og;o4^`V>B%bA)CRs!+v5GjX}_C{U47**99aOu(i&$@#4^L zzF0wPMV!1a-cxR643+Xp1g@2N>|Y*sUg7G8wkH+$|NME2O>f0UX}9We;n%I|)UMY@w>2kTw^$Dkr~$84utn!VFdEU z&qsO;DKL0S@)SXw2DH-Y`vYFy*t0|Yti$a!0$q6c*7ScwnAH8wJxX{D13&-s{BW`X z29<<&IR|IJz-;33O|@SHy5uAH@1QDll>T;UwmyMH30cjXAckK*LYIzl67<~N&t!Uj z9h$1YGz@G#i2WB{#nruy#QuxbS>N@7U{tBrCGA)}%$-(%p`t3B=&pa05+#P2SH&Kt z!Z7@sS}yp!$!T+aBb--h0h_#I@~c?h80L9iJoOCgB+&i$9zWd$oO{82{k<$1YV=cv z6rN?IsU*tIoTmWO=cjU{W(Cov4XjpZ?m~hGvl1;3-u!x4#UFS zE9LDQrdaWASLPeGIrP>3yI2nhwW=)#6B70z;U=Hx>>B}mX!F#E`;-j){x^5jNz)g4 zZkqROV>}A8!cyDQoE&jJ_;G%!g(M6&_0!YY5Mh|@MohceW1MLI$}1*3Kw!!Je%6(0 zh7^C%JFj<1!GcqEi`sz{?Bxc#k<>CE#!O7NNDAWEoYmK`tlPM<(p2%$Mh$CZ|9*O; zI0yq6&y8);Jg1^5+>$H_SY0KBb9e?$IBjX9M{;Pel*+*X)Y`kvvXH~ z`t{cK58{OowOdjCjPrR+iz%dc|Jja9HyAwj@s=OF!?$7tIb2sL5YBYB|P{eVDmF-amX)w@vqwd+L0E}`HR@?23aZsCb zx&EXDOb>T0!&(Ev_Zo~GQSnP4qdXy5!xGbG2F zzWssHoq5E9aJv@y+MyJm&a^_vb$zX!vl*z<+u8hx*@?vOvt_c_Id$kcS=i` z3a~+}C-JG6{2pj3-rvJ3K8s`DW40><7f)!p(m0LZga8g3#a?Ee_< z<=w!E)v>IW#jm(v>0ocFmVY|TGMni%x9h;8b+gk-&;CKb!&&B~@Z->9_lNd%To6VL zZDd^pE-27(hgZFu{YqfqUVCylAKO@OpQ!V{ z2J`oHr5e9-z)Ta9ERkCh>w|kaCx!VSGC1{&)Y>*|<+gmwNL+w|^8&45tY;zeiikba zq9Y8aNy{G=d<*UO>Afh@DY&#Ha-dk`1~ddG-%7|4#*y06$S<#U}g(tB-~f&)|C#yEGLTwrX?i9!SHsj<%gT&-H;w z(<3s?Ph%Y=n4I%-5a%wHz306-gnh@1B>B<=p+IhrPO1R|R4v?FJ>_{F@J86gkJE2} zO17L8Qmuj6&oa-M=-ROMkCrYY>jHMCiE`f848eNcOxn(zIOzV7qaa+m6IR~Lcg5y$ zW5W%$2hTWWuu?>>yJDUhdMxzCq;F|L#|Qq_v8_hfRL2}-)O-%dPJR0odCD8c?`lI+ zOci$iJ@bY2${i(k#yV3xYC9I%f7u< z+O6NAg0wPRTEdUb@;2f9@7r;(3UunT?0@TW za6*qisp!mKNJ>9iEwTO@d(OU5%;Ly`5g+=YAzwxU-JQa3pQY_^(4KJjik}6Lw{gi^ z&l=-IQRc0u!g- z!6n8FnBRBYMax?f=Qv&EoW?$5$8#}tjj$@5U0Cu}-z@w~(_KLXj3j+P*vg6(RQ2P2-3k$NXj?U0@URH^?7*RcEs zYlqHX?tH|C6Q?$=p8r7yJy-ar3$L$2Gv%M@hs;(iIjWhY;`;~Zf@ejpnQ+3$mQ}s8 z48G8<+0RM$xD#C4jXj>_C_!mrY3`M79-y3j&X=W_puni8S4DfMg4CYi3B8B+VR1XF zE%T1QNETkYIhuC@XLfp*)B7gDnB|VKaGt|hEblk1d&?W9hq#XzPF;h^yeLkY`cY`t zSx`wp1)wzh-CE!81ErHO%bs`_21kv2M$J5d#$$d+P`?VAW9gHYd+o5|w3R13V?+0E zF)M?XG$^2$UT1523H>IdzmgZ9!c2i|uZQU*)Rn$b&pc#_jp5hzZ*}tHoD$eq9*W07 zk-3d~JL+)g;c zf%^R}m#fPd@oPMXwt)N~4)Wm(m4{wPJ^iY|x}yT7edxCS{aJ>S{1%C)LgJwQJ8fj( zQ!$KgDNZ~4#t>%o>JR@Z_DY-1UCKi7kiWGX1-4LrbY_B1A@+$J4$c;vDvS< z_R%08th{P&cVc=C|1#qK7`Mvc*rG>o`EPmb7u^vlGDF1viNu8ao{wSmS98X`iC0Mc zX8iijU_B0I=zR(eHo|}WGf}kxL?kvk9k}@JJ&tC1zRG_;2MbE;dYrC;Fg1`NpRg+$ zW8N<2o@8l+kQHCOw2Q;oBD}gqan~=HZ#FNTc>D}TN{_y6*A~XX-`vJ|PS2qDLTHC< zb1Y5{UDl~ioQ64ZQItQi6;pPDfUwmY+<4)!!{O>GjGf%#MEH9h*7V?*MQu421v7uU zc3lk@il$#AlR1%i-0xiig&rt}o~AGSl_k*8OYy%dT*nT1y{Xdc;W+;)Kl1jebQn7} zo+)%|6n?)x`JN%sALlqOow#}Z98k9$IVmrj00T#CKI!_fgLi#4-PR{dNLn$x=zU>m zlTWX<)u_(HnhOit{n%YNaDX*Y_t_ULkfDD%eO?-e>`Xs+MV*5hy_^9Sg{Lsu^jlzz zTnyB!%AfD8@5QuFX5RayqBs3LYHJnSSs;x)l#r{ugyXu#W9j!xp_@5(dL-KciYoag zik<3lmHnR4yVoi(w(ajOsjs`S<@M^@tPgvD)nZW|P&--i2M4z>Rceode5r_*JAsP=?WeGVFF#nb8SUCHC*NVP#Y5e5mu_~ z|6B~%1EVU+YMTXH08z%m89MGS{g};IMl@*)bZ~LSB->yQOWmBM2YYxM? zRqB?+fj>x9+S78JArwc9;d&u?b5%f#$rki=L3JbUV|LVN_fiw4iyZ+g} z=>=j5FC0CDpl*=T_l?UMhFgsJFKZ)^zi3VM$MD0j(!BAGBMjJI)v=nAYyyefUDGex z$6|B%ya_K`KCJSZ%73)0B+zC3Uen{1#iff{dVkogfGRS%FYZ()WbGKuUw-3^HP4w@ zz6@N%(Gs2d1N@Tc9bnn?ckK@n{ZpN?+WTRc7By}X+k*qUn4jh)_`pPszRI8JPV6{p zJ$`YIK4e?&*uG8J8mL#gjB7i}Kn%Kpy8buF~!dzUw{%aKb z9FJXlHSev!a#!>^ja3Btp6PqZNhl)e-{Pc*H8XzaUn*0RkHAIobGsw|^TEYEM?+t3 z=KU}=RigZk2H?H7gS)M4vFhWcf0Bh1pB|$i3#-rSt&x1=jxjC=m zZ@}1{M+fQ5dtste{pRd5#38NxTB?Q)G;1HaI5fr#jV7e6L+8q2<-?x`+blMq=56o& z7~v!sju!M~7c9j(+t=qGJDB5Y=e<9It*HvE0_Wbp$i4@8X+@V$KS%^(YcJEPh6XHp zcKXoo^Tg`aUCx1JKL`x2%{{AKccDFiW#dJSCXlnwC0az-V1JNZCC|J$E}F}$>T9>b zSdg{6Xhs%NtNp`1>+FJ_J0f+T-fqP?hLz9)<~*E{cYDv-sRC7Gri1FddAOkZ^s?%4 zUg)f;&`jn#3PV@lss6rRkCQJOlQYSoSjaN%veMUpv$@=jFLDfF_0qGgU12Lg{9N5b zts2ECXwqUJ7QwROmExkBp3S`ba%r2lH@cp`wP4nJ9J(@YbMxGug8Js{=SypxP+afU zGV<*o&Q=7EWyOub(BLEU^&1g5Imth;JNOaIk@W1v_>7?^%1iio+9*`9zaA|$3dA07 z!)2SXDh2u_UElVC85k~=SM)fsu*tLk`Yx=$!}9x0LWJY@p;M5{x-h2?XU}}Uks+fB zRBg+gyE4i!VNMC+Cxqho+$(h^)?-LjeJ~gEW*1WKCOSMF+@ip=>m#eUNg+0f1!p|9 zRfKu2Lwipi?gXljimapH9mtpaZ*-5c2b5ZkaJx5M#;I-=nUlS*k#cE=$x)tFZ0>LB z2~OvRX^EfWE9>6a($?}aV7P$5kXoWs%|*a|HEV}PjYt^Gpm&VWcZ4Ngr~P3)eb{G{ z#N6U0PGFo1yp*2)8D`sVt-794gqn*lx|D}E``Rz0fXm1LbM4kBW-A|H+`}=A5V;?x zuGmbgDltMI+bI$XX(H|PH;XHBB0z19km4#if&Buz>tvx0Q%1U`Ulvla$8qT@RQ zxFt&mG>l)%}Y=H>|hvAn!1)skU`#3XVgbdXf3#iD{fj>242jn}cps?)u5w zS78DP_RC=CiPI(Xt3L>)`+_@GpS!&_r_svjxCpcBDEVzUt#o$CA5 zjCCERrw?|mEj+=A;wyo9%C|A?*ra9qj2g6C<@^?74n=(ZII>^+0(O5KbC`NThZAQ; z`CFxZVBkd6p*UtU7<*kmZdtR81@Wi-_o{e93%ymo*;ow>9?QCQ+bkWk{T*kYDD^?C zZV~B|zdkf*js$9Hp8!&xn8U`(0CpRxzH`!2gCVAhmbeNd9P2sQanouXJ0py>_dROI z0hc=kbdL`L`GAI$cAWJ2@%T|rGODbRmCljZ$& zZyeM6bk<6Z4F?3|w&Xrq1JZ$S1^2A>!vNR3PWF>2m~ffAFxQd=DQ5-R{n`St;FvaV zcNr_v{;u5eRsV+b%!#p2sZF?caAob(f6mzY(X(dk#YwFHk(C=2%LSw}oI8A-o+!|l z(rNjM&*1p4i)=Rt+p(yyf{^!69%yUB=@jFK*!5)hmHiL@|K7Z~N~|yeCYbWL`VysZ z@@%^5Exu*+`tWeC>=7*-y}^)XllP9m#3!DPcRxdm=jRXPm<}NDvF!7R+KTi25o*t4 zG%!2Nbav5R0a|`c^{G6dLVd@2aNvX*ObK$-daoXbbdA7mbpp=_bZ@plaJof>d2MpF zGRJ>7XDG?GJx?EI){fP?tL%Uo4-Fr8@?)H-zkcuO-kk)t?X4oTi{VJT{Y1X_{tX;G zquV`U#s$6R*ByDyYM|@e@yC1;Mp)Qn^lc$?^FE%wEWN8+8Ab!rmA^?<;Ar!I*^Aeh z@Q;stC$TvOJKntHOzLEZf$2Su{LLjWPjHPwx5os=yW4NOO@6`2HwMv;|4M*pR($fu zpaKp>guLq8eHhw%1l-Rh{|B@bE7d)@oml>Uf9A!v`Vf`$cTvSQ8`?)c=Z-hlLo>O_ zLsWAMHog~Sp4g^>J@uZ&lj@su%JcA3g6bV?kL$baUakY#mCqtg-~C0>+0^^nKFPz- z#yRP(@MD{NL^7<3)4;YHZyIHf^W)T{M@_8^7fhzP;D5iIpkL%+xNeah%(3)dSB4)j z{EorcDZUWC35*=eEk6%rehXscm1v-8pV%gQWCG{qkK0oYx8byvo5^`OV<3GM=QX`G zhr<%O&kAX8AXMvbe7`^+0B=$x9^w?<=2rZJH(uXvk zLs27l)yM-2EWV_1o;v*tOT^w9mIZsl;>!K&W}i55iB910?TkvOn!9;5u&Wp6i(kG_ z8O#G3=Z)#~6K`-tVedi9k6o~^*t|B8@C!G#oylCEX%>$Bw7Gx0^%~SJ!{Q_NHEgmdQq^f3 zhVH978WcL$u+n}!@#NzHoZoV4W_~FN-^}jM{LS78{SLnpUId@QhP8pGM7mn&I=6O! z_)Y+GPB5K!d|Uxb0`k?bp54UCtjVo+ora-uZ++Gz^HHqhm$Iu$TLjYfo4z-n_#tV! zAgyn&1TN-ZsBk)*z3E}HceTx$ppe&U;z_*~jfH^pdqwd);8SCB|w2=tnvC0IvBWI!5z(_fy-o8k+l{s%>3&u#N@4s zB)c<`=W<yYQF@BQ9YG(AmzRj? z&Fw={!<|7}3n?79^CbJ@yF_fe!g1KOT@)j70*_WUo5NqpoY=Re=b>|sk@>O7PaLe{ z&wgX;k4+LM-Wr^~jN}~`z88@8W0GFPxBJT7P{?wFI#GK?fi82w%t7`mj#3ss#NCa= z0ok`c)0@Ykajq1^tc(%p(o3Ew-^+vkaYbTfXp#cw3%37;I7*;dtMIV&rw=f=u2PlI zU4nC_%*;EI)S$XO-7qumF;=DTDAcjjhl%SGd_8T43G}B7A8a2<#Ib@Y*1+#!Sn)u5 zT+%QA$d*K<)8+m^%6vOBo^}Q@3Hm2KnRi0{k;R&ea3AK@%APgtZ~>}jIP2{85f}hK zK)=6aHY)DVF~!;fo&;_~E0~pa=H6oT7~fq~3R%isfp$qN-s#1HO|BGmqc}Xn@|oIW zgGJkryiSqwy=$bv6!m9mP)`V(jsB^8`fd-@0`6Yh@+N4sNVs(7@L8l@=qkEr_XlSs zCeJJKNJ3+}!kW0=J6sxky>s4V1lCyTPbB!g##Y|nPxkpe!-naZn|1X%u*htr{_+_& zHlAa+$s%8cH0DTemXtG4e0}a~ZeuUZ^UN2XU>d@9?yM_I?U#|p8sOUWZU&pvGBej?1TVeYK$bJnx&)#yv2_!82X=gb#hi^10>s19540te;RcKeWsoWBdC-3x@RD zH_rSl#wpE|QQB82e@iVapyO0i;(ml1 zVOooh&aB|q7xC^f9SI8)ZvXemdmbq7pL){2*Tc0B%oPIzby#vWKT_NK1FWUCbuaXe zZ}z~|dDmGdh^v}Z2s-{0mVSNnb7@+FwVN-yUzAl~8Qb~CPMoh`IjU-5@^6p=ol^w= zsSlgpdO3o*`)n+vdxb^iKYESx%f#P@Y05BJQC}^^<%&sjRt$cPrZ_`V91}gU4s&7Q z1SzY}P{)1TcuRQQNI|CtvGV$$?xcW zhoJF2o4+hWHqt6yRXb)a;n0!S+7Bk~!G`G(lPzZ!u_2e8_jGO()U5K06*_&w34;jk zf^a41-q9Gj^X3##G~7JftFy4}yb@otxHnMhvVQvn&%*4*hyxPe+Mw9>C6%`81(F@6 zrM`+-LGF&1=lD7GvGa0#0knO<9@Wy1tylV?Gw18&KFLwYbQZixy6J}v8Ut6KNqokx zA772;+EZb;VD^#cpJbR~-KSn+eNlnFL_eWg&yGNs*}ZbUKorNxEw>&>%;1D;P;&n@ zW@vxks-7#MhbFQ5yoOBEAFa3n;E^{2Bb-&EH~a4IFp}ZuTuXFGILHo$uEnAj__-QtZ^3hvB641JFHT)?QN9kG$ zdun6H4eFQU596^X=#Bdz%F=z!-TXB1~Rk80G3Uyn^qmV2GbdT+FuI?;n-|2;gWDV^qC|l{p~u3l|Q|nzUg*` zxx%3;?`cNFnF5yW*RR0P>w`muJnxYda@ZnAor*ceI0=FpVN{x zee7UqtXl5F7zJk0s8M6F4@$rMifa(aL0UiwgT(I7*Z@t^<}nPAb87UKihnec=B=*x zubhTi-t~b9s{;g9)|($=j*DaWsH&3UlYoe@~p#t4~-3vnwFL60~e6s!M7z9<1 z2De@v#?=lFgJwlv1;*(y`LoCTk-Rfhi$=W+i`9eUrc=|fc>T-$YXSybB-F`=mm*Dq={L89EKqKLN*=t;fg28L?`vnX6d1SD&(xeK2XgoQdq)nH z;Ea-x-chA$9FSa`jAhxtf#+Qkglr9%y5QWo=CjE!Z|;WtaJz&}33om#$bEsLugf|1980WFV@>jg%-~{}${mlN{tpq3EJ~(uFyEP6x z^E{_#sfbH?`hLfMI04CqX^G^p2l{VrcXDp90BXw_PXTf{6gx@rRN2r0&D*#8-!4O3 z*-73<+Aaaf77D{Re~Kejx!q)bjS;IVt`5+WxpCt`cNw8?7qo^6=S7nc`fe&UKJH_N zr5n=WlV3!kMZ_f^yo8~Zr9FczFPxX;e_Bno z#TvQTGi-7}I1;eyY^V97P4E23oxW&GH+B@in^8tu9-GGdd)OOL)#2N>QX z`TX{Ed7RxfDS#7^FyYB8;wrq!e}X?tZitw`R82~#nUN*T{M*ggIX3}Q2U!E7I&R?N z3jIG7&TJg-O4&iWt%mhixRMWM^eM2IiRX4iet}kQ$-@jOw~_XNqL3Q&9kY|->ZGgX zaK^gndMViw+8#EHS`YQ%+_l?vhy9{)oZCl4e4rGFkI#hMFRy}uDy9=@UlV{DJEx<# zXAbMLC~t$cT!Hvh>YULlF`W2Ne&?NlA5KeEbno)!hsGbHLcNa%Vd?Rg+Rw*cL51>l z{)~b?0v-A9A0wA#pm_;?;O>f0slQ>O3!|?$rEks` z-`o@9J6IiW;AiaMj*_z=RWyIX`_Hb!98mFw3hw|8xr5%j2ho;)pOF{qEhzk6U2lhtlV$y$7JlCcdt& zogYSA?f{xj0EJ~s*}4`1$kw}hzt3Gms>^+=!db+6MfaOpGQXi=z!=18VxaB1U~#?f zES8TPV*b8e90w8YT6eKU7u`)}Cm--V(|;~ZcAonS^IEgZI6#R~Nx-WcCKFn_Tvh(@`KCD-U) z*4=BtrH`>pXHA=M`tZZuJ?*|oTzWS$&+`F?7Bb{~6WyWSwUyqlYa2G?ymWa&RK!s? z4sFk#6(lPg%}}^wkZedwJ)SOw69+$;^>2(~|B`$9VG${uAHB`?ME3`dy;K}{q!$i7 z|1IPdszl&azI|Pks3xqQjyLgSuz})zJZ$aC_An}^WSMAdh*gwbC&o@!WB-%H{zkhj zpy|1JF?3l2rT4kua`|7Z(o5$z?yiFVm$#m?E1xAW-q(~(Dr$xCpNi(}E`m7mv&Ulg z-84)jb#dNEE5=?ut^wbqquAYPoUSTKLNfo6NXP3ku#m8DL?joNfdM!9fpLh*Rq>qv+_)uSD%6b*@CwB(|fyP#9x(HJx5X&lSFtzuxu1dVhZ z(~;bV6zDzHExzPdAZa~5C)-*C#=p^=1+SK3Pfgvly)7H`SBwc>2xV1ZdZW{x(WMG) zrIcDKiMHIW1UvtE~4IIRIxFtQ=PVu;K5$5<9jnQt{i2!~6<; z1A)$_Kv(*F367LCkKc>i3sda%tos@1@TckRS#5)KoT)9SKI%0EQ|rniKSrcrP=d>w zQ&}5ZjYUlVDgT1OCt2&eopNA6X{l?j>kANfZcB~LB;nGZCy=2U3Iookj5I9w0(Eg| z-|6-jSV4*ZE-q_~;}4<>@{c0cW?0IkUerQjgztg>xOXDitCo)Y);%E6s~h(yI^aUx zJ`vssA(-EJRD7G9GnNX`K1V7&!?I&94jOaxLx!A~=f2x0Ih7)vUq_$!c~F z%LfS7wR<-E_ze)R9E}o`4TLn`?B_An<$<(N$++5qBLFLOwhb}o7e9mH|{^%`C+}{%++P#L0 zR>@JrI*dSNj|KTi3+(gTsqEDm0KO(x5+BZb;-5=4zPi^`acyyb{0o`K(5!m<>9pA~ z=wOrX)%k1!S)SBCwNH7lseQ}J`#mh!Iqdk;;AtfE9u{kUb3P7-CB=J8KQLnB$v4l% zh-=WElk(P%Ujn*K*vYKLrbyussO2~+4%0`hx_ak*alk8a7wN@sARUo&<4P041%=L5 zi!L)HC2pIXpZJ0KIWkGC7xp7fB`kbCbQ?}rY>U_$Dh%Xa*LSnW9zr{Vm!N^i8V=r? zE4UGS64uA(SGVdE;9_Lwq(_1g0j4Z~ZZgPz>R z#d;pQI}SE^#-vuaYPqPv zJWzX|UtPP{ij9@ycV&Jx;Ob&*l zpyadfwo-F~7Vl*5=g)3q_BT-m?vB4m9dPWnBJamJwsn%n>?y2tFHa}}s^kI$$S zEJG{RoY~DG5~^ohlf7bu!9j21>rQq$%=*E#JzXmnkrEL6^Fug{(3r&Cyi;MmnJRAf zs~LvhD4!EE6@{|Z<^H`#=b@Lk%pyJ36^Df4b`5QhhLN$nb0R-&ae3!IZd2V|SkQNg zxiD21LoBlvME`Q((D@rak}n@ZJ+<`A6?_YM7Zf=t3Jp+Nwd0YCgDqCnhnI-%xsD5$ z#qX9=IdD?PmOdlzEw=DF?QR)JgsPLrbP7vvVcR30bkklU3@k>F%UktuxG=`Qkd7Y1 zEx%O@IcQ>c#iQHohql8ET|gyWe-M=C{LsDo;yuu;UgQsPZ}RPG=!-nLJ4mZeNDxfX zB+!jmjaV93K>L4n1(r8BAyZ3ZnrR^$2eh*iUOv@_>>8b(r*sQ2IvAT_v&9fsRkpgN zgj!?ADTR+mULM&zp29c&^cEn-bC37_?88O(GP$?s6*u>P6Bn;zKa8X`_uD<)4ISD( z=zO&d7ayH-o=ZCgq-Q?X*Gf(Sg;(Ol&uJ$dx*QhhVot^d*E(C>wNgk8x}u^Y@ffPl zOpJSee1-iPFPfycKZJ$cZS!Fq(zw(xHGcSKDo%+M_T4{j2RYG%+K%JfVOE+tkgiLE zRS~=A^^CKaKXOThcKH<6J3ezN`+gQT=*DdWZu~=f0 z*uZnkSGYJ&*P&kg3I~rH*9W{OK!eFUOV3U_1v<5JOIwTeVCLM5nA{s5FgJSZ-%d{n zEN6sri)<34W_tSxKJ0-ZFXfy3qZKfIHmZf&p&BcBjz}gZbOQB!2fUWf#)y&s_&uXG z=aJ#Z_ON^nn9T7sTse6dhl^_Hmm^6E%tc-Xv>)4GE<8D;cg7AIX9v@3cNgGTq-HBE z_%e<=^++d~DM8)Cn#VNPg9@xazi?lee*ryvw+b-vhe65SlITy9rZ7h3?wE@&#v$&q zJu3O%fUvORP(anD2e=A(r&skrLCGBkS-&PEwTY(*9NGu{w&>Ed^&U>0m8L6Dc?%SF znShqTCZNTAnfvB72_vDaqW&)>Vd!rWwKul}$Kvbq$=81%iPcEz^o_4L>1HAHDL)rT zZGTsDB@SY^{+3S%-y9_{@+n;n{F;U1Gb#x&CSuUqEJ*U$7rdFjI*UVMV=xuj#Q972 zJoGc>9_>9;0rUE1Z^s-oVd%%u$;9R!ppXJIxi-0z&?tm&ZlnN-JO1OjCT1)n5Wh3b zq(Eb+q={tfd0f?2+}HcQ4L=<|^C)z91`F6Zbawa2ZRY;{1iI?WP%g6}aca}=X?hQe zT;7hthGE$CCC+^4nJM^IZ`gqp=Piai+!b-4bL%?;DMg%D(yZHiyAg&>N*+8)xCLQ# zdi*Lk^1O4N0IzlAfJ?C+x=$%Dw+GYb6k_f z*0vA<$B>;k#_)xoZ7vtbh5}RrC)AMWKQ+5-{ti~=s>r zwcUYw6mkEizyRHfUE@dW&7jNWT0v&_2M7xr2QQ%y)i;MH{JD zhCDlHdzzl~R@4folRimV`rAYQ!NkD#e685DOCX1(UjQZo#OFk^q@c0lA^$5|Mp(_R z8EA7c+4NbjwXHi|!MMwTMD@U1NcnF_?PhKxPQO&$ImgooWnmPp6Z)a}%H#e#>QOBgH<996b8t=95lIyKu#K1s zoQwY%u>Ec@{*+l1EeS1yIlUrIfoJR3@0wn&waovA7!;GV zb>b+tCs#NNJyapE3ME&RIIAMDaNr<+pdn1Dl?;^s7mIDXZ@KN*`3TdU8V5qeX0gk1 z|H9S_zpx5k{hByT#M#T$YX8E|z(O&x@KVle7&@YP^ZjXYXmi?k5Asv!$BuK9IA`JgkUSK4^rI*n_MQ77&Njyaa~w~~@73*q zh3mq>2M6eI%1c)AV2>P*O50u^8Ww~$+ua-<)DCF!m^Iw#x_MTMbtB1xS7FSi{?qYq zi$HX(K3JcigOdiiIgeDMVDQD0Jmc{r*dr^%zE?jAsKLH@?)Rq&%sHM>SKu?wj#}y5 z$^8JeapYR=)M;GuwBco5mBHytLr3#nwPDT<6gz*>K{b7~9BFY87x(AizBb|wYoDq; zxvI=zMtykwtDZS7E=JcemM~!Lzt-y?E6cIMjovz4PZv6q_ZHRW#>41i?isO6Ed{2C z(B==phjG#6YVg!k1uSozU~*tTgx0L3WKND1Bq|RmbZuXS*=MG@^@n+2bh|*r-*@rY z{dzL^`ceUg-~XCd#di{0hA0L4y2H3^zO8?yE(M0YB6jR^GyvkUSBIu|tV8cdnXA)G zM>l#j9mo$f8nSO);Za*P+S|Q9WOzB0|mtn;v<~YY8IauAW{Kxn<9EhIz_m9a^ z2uw`jOyRF>a3$3uf%l3U45f6n+b#yeq~9L_0mFx|q`&wZ;Rn_hVF(6NN9 zZkSx=8xGn^#jL9=Qjfj9fwTMFoeSN+pjmWR%JvdxY&0EIx5-z>UI$)(jT3B8(VX`| zWqs3Y=f^l?I}{-OStHNnL30?rzs+jhvIJ&ITSxnaZLyC}LhBd{BTh23?k|{P145e8 z=sxLiAP4f+$6n3B?tKqV3Qh{ZU_oEjjEWFW3yA)12r$AXop#c{sBxq)7QgeW(}dBh z^IXR={)6TB3-lI&=P>V=e>aDr34v}EZ=W(M!tCo8ZnK0GLnnu&UyJu%Xdd9tu3^?e zN}B6b3||-2D4UL+NDjx&zXz?p9FKu?9@pM)p0Y4yeY&LRurJh;b=9JnZosV1;)TEa zUm*D|u|S+v1Sa?2s^9 zkfDM729>A#PDbLyA)RCHU<3K!znYynj`Idz8uZ-pKo$Y<0%&% z-v_5~$yPD#9$dnaurO{D?IcVfu~c)F{fFc=iJSjg%z(0VS(wju2^zoZ&)C)YK>=@h zkH=?zq#ciZE%RqDta)28mAZ?==#M3G2+#rT`pNf!m1DU2cXP44k-_#Nq%a++rJN+AHd#Al4&KN*rgMq+QNsa=`oSdse@ePRht+E_J z6;+^P6%+UVkcdsMSe{pW5`fNPLrrrnZJ0S~e75h;Wu!6&7PfQV$EEH`-OCeaaK>&O zK5g&POdOwI%V`-)_wuU@ZupM;cY8zix8tCmXSS%4-Cs#ki!E2`%)UQh$~FFF6~5P(yT$#0CztYNTb zmBRe}9#U^l)IFsOgoawFZ6A6F3iP$dUV1akVuKkwiBM0*Zv10v7&VEBuMSyW;a|W- ziO1)<}39hzChVcW+s0YCv13vO`zyG7Px3_ZITrz_ly2k8U121*K6j9ff{T zSSWk4t+Fmwfk9|6y)1zr$A}*sBPW)z@n-R9W@$FE6C2JeH3BtpF2eG<3Ow)Szp-UdL@0z>HANd$U$IVDRTZi~7}lxZ(L^ zWc+L%5Fef^PdFP54d>3X1&bTQ5S@5*BZU+H&Fxjvk2Zoq1B=MZ6}C7`vrU{BO~mf! z&Z;tAE3jBNo|;?p1J+I)v-^Fu3|b$ny}fMg55smcXmPs|NF~{!Tmo`1G4_gk)Rz?} zMslR-G`z7h>UQrE`6{g1-qy;OYlL!+kF#gKZ{U>M=pNeYcIeI9dCFjk6?@*ymU1sd z!6NVne6=-|A)Ni;zdJhTAP|^) zJNlG1V7!8C+H~YEl*TlC_6Rr)ZC7VK&ajHXRMF9fV+2W zkks>mJG!v=)MR0>>Ki17?7uKa`ih+qlq8o$_Z!-wI2PpI@37uwlb9T6lNzc^qV@VZY+|3)}hKTm@td6zI_W zf&y0%Y%pK$w+KA|?QV*!4zWpCaLR&3_y|Hr>bT_X93AY68E{)@n}=10J(DqC9WmYR zp_c7le&`oDxtEkl#uW%=BpeyU|50@2;ZQwZ9JVhhLZxq{h@zyTP0<-8iAuC-5f!o| zL})KdcBMiQWnZ)J+Zp@5@B3gFyP2`?KfizHxz96m?>Xml-uHR#+)HIr6xM#I2y-=K z+u2IC;Y=&zk&45TFvGW?%sY4hDz@&@Vw2N>HRtVHRac2Pv_AW}`X&X*TeaO8&HiB3 zC;FTT5y-_B#xz|BI#BV0fgd$`!|Sg?^xGExc>El{|3Qh@iu8GL=EzO*Ht z4Ql)t<|!~ zIJWC9Hf%|IB=_kKP~VU_<8+;1(&pB{&0#B~yvjPbi{S~-Onu()@4A6=O3G;6U=Mxh zvq^YkzYhPdKe>Z}gz?3^xksxMVamN&jLqW&wz)syHIi?`WrLGF$34Q39xxq!qQ(v9 zqElrz)s6sZ@3U9l4-;TK)YUcZ1P$f_l7p^&h=T#v?3H8<2P{i&yRvM_g`>%G;=6Sh zaHvg4d~;R`r=w7SzaZ-XIAi+lQ93Ud6wubM zMQ?o!1^O(HCZ$R@a!t{9SpN$YT5Xfm8C<}{wUVDhk$O1xLGu0a(F~wDT+;!szCSyXEKo9hpmhHtis6oT=Fx` zCFtlilM_EZ2ZMoMtd3krKyq;j!>iC4oEPLxzB{!GS1pF0SX$Wv>GeeKw8Rgn_)TI} z4K^b%v<*BrEBr@b_B4zZ-?<$s;jNDkZJmB|p_xO+esS)dSuPr?LWZ2MlFhu9zU zF)fb22eVvFq%QqX#8D9+>uJ9ykbUvd?zy{nG34#@PuH$0LxiACnEhh~oJbe!`}kHF zX^dfYcUBp2dF*?l?dJC|mshpbKq(Jfp8D{g{pbUOPGoAw;8&as-F5T7SP@)$eL2yJ zk_4+R+ER|kPho$m*(aDWgO;v~$Az1JLqR{WV82xoHWfX(>AQOXCJlC+nf51P=V!+! zY+Y}mSk%E@@&3CF|B;k&?ViNyPqM_~!VauWNKiImkHL|G5H@qkPy*9dI8>^&6{qYb zrQp02&{zwSLao$^Ollj>X{89Wk&R|rdIJPT?xx%AYBoSy5OX?US%wweYirC4uFx@i z;7Ylv7f}8wDHS%mAXWIY^pRh8vBd5oiRpC_5TodpHIkdLsQ=W5AHy}+C6TH<{V5qn zQdF$tZobBn{(mzcWu0Io>jh6m?PZu-U=(x@e2BDMq3vT%b_NxaBxSVz^juHI4$aPRjQpG`r>ZVg?WZ?Y~=30!=8bVr$rShnmmT2_#iqg z{eoEy>Fw#>VnE_NC+dIM9;ftIvO`x6!=!b%(CR`p)*18d`s#*||Lefl;(0ch$CC*W zX)QnxHO|LhJ6n zfW?u^Fqov`9&qhEk!74eTX|F;8#ggOm*pJCfqbRU9vVI{!L+-k^wkTPIMg?2$KD0$ zX5~Vhn$tLcKH2lE<~=Ar`MKi5wtDOz@qU>XS43nza5zLk-wXPz=O)Fo)v)x|xUPD_ z3mkiUHM!115Eq7qyIr7f!kS4c5+rgr==4Ua+#qvTXFkw zFKL+G$t#e^bRNcYwc8Ez2D%PaMnhQ{!wpUNG6FkdG~^xo;L-&?RfDwOJYz5*$G(=;G)D-Jhv zsh=6KgS0$i+j!h{Xqr>2HLID2vPy>!Ub#v@%L!7rV4j5(&*Gb%6jSKDsq*bVseGKi zc*KC|qdcs#-CE&WA;Y*AVeD+a4$_jZU0t{miA%#zzDiA;faWV9h9^zlU~!hx$nNn6 zF!#!WM3U`=F{R&4_eF}JgqwV4;MF0R2qw&EiQGoA$Z~$n;Q#N#U}o>5{ekj$m4>y8 zQ_yngD}%zG^O*Y5@pe{}Gmal_5#rd(g1*GeX3g|299yJZ`+nIOrXwBYznX8sVFU9A z(UIOr9TLj6l*)qEvU~chwW3@_a~2+iAn z+>p;9VpFMP`MZ*O7!E!vyW?&xP?j~sg5n#1+$(qSlHCrROXNGT+kZDy4Fx{y{c`|T zUEOY+6pR6~*sEoRLl+>@BTgR+n`>WTV1(jMeS>naRlquhvkz{!pCH|wPLc(Xupp2hWG z;d-bRy;|cj<$(Ro5m$ASmZ1%wyy8Fq8_1!$k6qeoH;zA|9`JM?GM7@8D=bWaUVh>s zGl7r5Xup!5S3<+$XUrM@s*RD{;&?wQD+NPzj9rZ0_`!GXi)wo12XWB)`PVo517Tpq zhRgn-BGfLh{ODsm4U^F)=lim50$HlUHsL}oj_x6OWM{_{7|tF$aHVW7be8W;Q2bGg zB{JJCIT_{R(5!>4xP~z{WZYmiRb~bHfvE>O9~R@ZN4fB(mxrK1qQ~N<&MBn-qoylN zZHL((PhJ(pMI$BDdNok#ERo@n_)1;FEDj&soc>DR1xn0k#>sp4z>M0FqF~1moV)K; zz1chshfkf`_f&2Z4)5_kAkJHW({GjN#YdB1`b`D3qGbTc_Iy$YQ`vAxK~np~ITILF zd->&vi64%yeQ`J@`US{6x*!O#N?w-id> z;ovbs&(duPTvHA{x#0B^;=K~}1dj|uoyfVgz`iD+ZkhA>alaV;WDw6XMKJ-jv(EmG z7!!_!w;g_Da2mVLE2VxBx&W&`>*cas2{7(xvt_nC5yrB86YGv=;h?Y)i<0^x&hyW< zg=$-3?b)5F_SxLnbCf}h&(#kHf3;uX|7(c!{@pJucuzt_^!?jTaqY0G&M-7s+Jm(7 zmlK!|H^Okn#lr8)H*n-H^W*gLLl9H>!f9f02Mk3xZa$#Hj}dL(6)hz%;ga6ODGdfb z9QomS!&tEu?4E9OXy8taosUKfd`K#BYu<4O1hWag8ig9n*$p=Mu1wRk@a%D6Pq zPH%>8re4je-notIpm$^Si43&eF%>fW(Sm(BN^RSvc%axfew%H_OK2}Dj(6hLgWiXN z&yPj%K%L9M3nM|vI2ZR{#ape9IM3#)VDVxXj;V1(-!DIov(@rZkM^EG`e*7vN~t?G z-co!&9`zFY_vTzuD!vJ%J>Mcv?YxP!#cXPWe<955XXX(j?4=%rWRMA$qh;7Az3o+T-po`ioP%dQ-BHMt|hp$5Kh|i$)vej;uz2B zi@3XD804$rYgwv`)5n%%ye-2p@lCn-M`{pueGMjE5+1;nZ8nA{Ry<+kLH)!16Atj% zQ|LhU^c;=|I(*^s?#7Ye^A`tba%D^NXEx*f!`~g({xRV?Oo#qjEQaxpdQTE@-T3{VFA8N`|Achh>9=id0m>$JT|Cri3Qdn_H`G!# z_#tx7^MZf{AZJQ93`&YXpQ_$5&w$N1A{MXdGjS9L2y&lPyM1B6omY`7OArTYgngH7 zOOZ|{hYjBK04gbf-^#`Oik$h)V?1Jb4JB&BiG|_f_pQ=`*|r`_BA>GQvq;YyTnjh$5%Y{1I#mQ2k<@r3}MqBkH-#H*s)y-=@3QZJ_;c zlHJkFDCl<*;>+E96Kc{&p1xzBhTi&=yp|2lT@s7gUC7sm`M>1cT80r+j#b;e>&L?bQc?o zy=H+>FtpI^XLJqw#g?@5%`0&7duNHdr6>3^+TB}mkimxNz5b^U>O+%$3{B0l0;!pz z%R4`m!XSA}@x(z-B;7yiTj)u}(P&QvABi>ia`&*PowYg)oa3NjRtt_RjKmcA?uNQR z%Pb~-O)TO3)$?|HH;i0)q-`OajZ^8B2jJ3cpbWS(d=oj1i$-A!@;9oXFM460aqbx$ zqs?~ac0PtiUXgzNy{BO!k5F}|RT%pDdZWx&bfL+Rp<-B`9pbATpE?jCvHi-DQq1rV zB11z^xYJrE)Yf|$d+CMYh;knFlY<(jjQ!_ZDe(^*zMTl14=%&e*03{Sy|)PLcJzu( z1UkgE4}KpFkbu5xvGV&E9I@fGyL{h|Q!sz=dvID?9k$!-qh@~l2PHKZ_WqFf!N#0J zsS%s>p-AhdN7A+{1jZ?8()=$nPS6}*?Q*{inF@uHEn~CL7m)95d@lwjh&uKK=dCt! zkjK`*TnhW*3^hx)J%DTzYtFvDJ(!r7?Xic`b%QtBD>C%!kUXPwTb-l=BMc|H#Ql!L zx`-*V44g!2p~oJZ`-V9E=HFU<`^KIUa#zVy{{pnT_peXtJ;tS50$YBb&_G((zKkV{ zZm@dy8z{#P5?J3p{yN<>4z$nSpEc#`kFnmhXt34g5}-*$b4 z(%t1}Yma%raMy{|^`rzOB}-i3OfAJSlSjn^((=$Jx+RRoR|*?aAJJIfeTB@&N4QY0 z5f($UZ2xXafmq_%H<88ffEu^3Q+t;e4F2ls2v_h0s#fRvTBbED4Gi5-eOn0R6rs8J z@7g%`#9aE#a5yaeh--flB8yW-f=8LwcM)0l2c_R`Y9}(q4RViZ*l%!!&R5^#S}-Pi zGU3a5GPXxV;*A374gMN4)r!v(kze?@f_* zsqwsvR5p(LZ$27w`yf<3Ogdk5dKFeG{?pKO{Q)yR;j=N9dvP#(B5F6|GK@;xzrpip z3I@a;knVX(B2_|EhqX5W`o1-`(2ouvvFPWrpSllHjSnh~9+ib=@>ekz*>ED`@5n!M z1W%}wtf#%1CCmu-Kz?ZG+!KcmG zCn0=JwDk+p6@`vOo_E7R!_BEzAFblR+NrnPU&L`l$xkQ#&jA9D z%Y)s__Yc{&%)yA=-)~#=a-mxAYd}e&DomQYN5*eH1dVbw5=gm^VWk!3eh15;!gocw zp!FTDOlH|$l)8q+A))Q1FSC$zGltLRjungue7Mq=y$$C>N2=wtnqbWEPKrfuJxpKR zGx(UZ3!B8^7=#U1VQNO@o92otfw4=lAldFdkW@VPXQ-aVp0Oq~-2io54SgGS^y3z+ zvrvh@Ah-obgUTCrr!FETI^^z`p%$P!TEDy|^8wonW@qOvvH_W8;+?~;47C5anEkgy z8E2--?swdEz_$6eHhGyFxahuq$h@}?r_aze9$ejx#F+0t6^NWL{qkTzagG}F_p{xu z-(LbtxtGIC&Yg!f|7PPIHH$F9gEeu4I;h{)X#CY)5to=5)Q58mp^PDs{m|{RNX^v_ z=RR`^LS^>{h$f6f)wyqe{g;2jXiHeemj}t%&!u;a@4+D;^L$gcyHO7$C$Vdg{SK#C zhi-KBp2aaXL;FJ=ub}qU>izpf0@TP1sfL?VaG0u=*WGpt2VxCRzHkzUpEfBr4d-Y9&y z@mUxPwD%vFc)#HZ##?uLdg&r5E-kI8>o&H%bzyhYD*#I8>+SYFSFva7aKV(a5DfmP z@_1DJ6n}n^@GG474fWoGml+t(0Il@BN2k^_kPU8v+p`>Ox?7;|=z9awt+g7n`M=@d zoqzPB#r#OE3bOaL`3(KS`@}z)7Qy~NmN%@QT45wnc#p(5%7#>K`{!`5OJ4UUy;hE^f-z=TX=;Sa?;Q>oBZs(kLnI_zxz|JKK4?BC;(5zyw( z{la-#8+%?P>JwyTkeHtL`FLkFERoLt+bMxK$uxK|!#@P+?h5V4uPox&owLtG+iyY3 z@WZ5Oh3%LedVAB!Jv;=a^ZS>!XXZdfFG-lh#RH>f%bio>&9K+SF*xY)39RMjoy<7w z4CD!(YMgt86m6gCX~#ks2ss}p9TdwPbOm%du+y&_PxHX^s`DR>s!9hti zyNx9KaP9Fk1+ZBD#C~U;Fj5$A%C~QI!zBCh&*4uJaCp1@AE)*ykcmX*t)~7yGDit4q3;czSKcQu=;b7HJ>P{B zxjUD}s@HI)@=Iw{%PQpLW!}B{?$*YfWsE-6x5hcsV5ir=`*H27rulHLI;fo5ML5Uu z7^YQz?E7!_8RQ$3?>mqtj7Fnkx7If8hQw>Zy=Qt)V@qsm+efzwph;{Q$TE70KTgzM z=5h$Z?xUmP;Xc=(P2*lSv=-vj8JX;AR%am9RUei+)Cc5C{7bopWG}-xG=aBzB_FQItsE|o*$&ZNPF1e`)60MO~ehu_{NYLx-X-%p9Rv8kvcx7^F}#Q=rToTCT1%W##j3)a5wmjOkgR%zWVePxdv$ z4sZ!5rd)t|N8yqu0pSp{le3i~;R_VegP)QNoM1iQ;OIb)KJ?{^cN-Z@!D4CCId|DE z?A0DLS-SNA1`ETNqt3Dsn9Fp#2%?o(eNFUY=Kw1#bo@J;L(oL}3|FgKohZ&|_YS0f zSBDvq1E$H5p)hRvF_r(?820SF8q|Ge2nw~F>`2b?&|;{wjNL9A-+#bA(&!Qnzf)-2o>LDMx$}M>_H_d}Z+`5r11pTZx%po)*H2iE z>JYtiDjtXQq#l|Z8pFiz-EB*D>p&g%7#SFT1XMAVq=m~ZK(lL$vtIArd? z-=&&>^lCG~5s{}*p)SRCp=%?DNr46?LSabl7MNy^8pOGK4oWUzJUH0aFICoI1a1G7 z_U=ve#s;oUj<<^+Lp8JZr3djF{PA4JEa0gPk@2~yuel@-c2esL-A||^>0`%>BnXBD zqf0-<&a%PWfjD*fjyPy}RqkMFe-z2HR>6PmrLazJ+&HxC7j}8^$o~4|MPNFX&k*gl z;T=1BvQl|cp}+BLuIN@{oPHVvtDaWS-^nF=;oHQ9e=|HXOYws4<;V9_oO!XpHl*un z)Hm!X{I#B{n+0?4dfpd55W?x?h^~p7wb1JIXz!1(F=&x5SibDE4BfNxST~`AhA8mHL^X?MEc95NkE&%Zsa+`rL*-y=Gp=Tbxwn7J%zaDbHodhV^)2s}3>GJg8EG82cKe9L{(A~UHukF8tK!kn z8+ktZ+rQm7Pw~B57!n60Wrs~4UtPkr&qoesbxS~pK*JmLxBrlME#vS|l{8NN3RLso z7QVrSfj*UV6AXW{cN0(dUFi72DEQU;C@h?dzqR-faenIY7|WYI*!+?d-xp?!bKQ%K z=9LcEaeDmL;k)Olp z>Cdo0ZGg)4LuljrBsmJDcVqR#Q_dGq9=jf7|0mREj@cdNPK&j>pieXA&dT6@NLb+u zU-xE)?%ipeF#);Ib~5F-9M2Lo+;e5zcPI~A&$fpCimid^rn)-$Bv)wI>O!totA+fd zu@hgke_$UWm@-atfua4HaV?amFgLg;{J^gW`|FiL_L~2PG}q3Tf*191TB_Bc)59KS z^IJcCDcuC*e*&kd^~2btAU>eKV-3sPi2SLJOGvB{Qt%GqLeky|HkU z^kR&fjWPQLO)D$cY9-5|=2o+i>_P-mS}uyca2g^q=3UxTqEU%`fdxzt#!6sBWy(`+ zaT1$eciK#R7y|myE^c9wMH~o!HaMwn1|-|66)IO56uX<$#n+}o+tYgi7p^M6+zDl~ z>BH`@+*`c+mQgpf+I=`;Jfbq3nxkpQ_SYoBOX93}l{fZBi&+O{|CxWdSaz`bddwXdtzVj!NQ-uRW6mGM5gEa zP1gAxq4Dd-wUsRaSd{hk-x(4MbdGlI)Hx;wg*z1-w`f=a)t2Ac#lQvV*)2D8O*~=J zsKqzs!%ax6l+F*5-3~Q%hS#P=Y+>x9YDwpT5E!cXmAkd(E6x>8?fILY=K3-dX6 z|3TW-=k*!~2cb2DeS5-j5ok%hlaVR;5bcW^BrKXFah$W|*`lNk1_*G;f8JG#!%yV? zrso6z{cm)H7NHkZ z**yu~rHQb5|8|?7>>7@I4fEF+T7^Ecrs>qZH!%P6@rCic=P(m@IMuwz5mq$cF*UgS zLs})v>Cfh`VCW#jZ6PypXjL8je*2#aju3z9I6M{t+76LP+EWV9N9w*95VRp%?0x=K zrWB;^DJ(swe;u4z#*Q!C_k!u5UDSKcoOtKTpoQ)MC!D#jqtq3g4V}*G*?!_$SgZcJ zUWDl^rVlo>+P3!Ms9a`*(eDrvT=l$i8R+Lr96ASMV8-BVMdhFxjy;{9VY(ko zWVrKMTmEtebVlpE`nQV??ROYu_3cHWpR!~NCoN%S(Y;=K$Pj9GYh?O0d`3#O|Kf+E zRYYd@hx@n%1c8>$&d0+l4r71LdszIA0h(GwT*{vdP;fW;S3x=xHcr#j`D4?7^zY)A z{$IA((lx~@0`ZV#H=*E5H^un_$u_=%5ioElSt)8qFLwPtZT_fl87Ce^Zg-#ljDwi1Pb*G9ivi@x#Nt%sdCg-wTjePQ5ms(|*Uzep3X*y7+R z4wG9R3FhRt0(q~=8Y%J}QXg^1M5)98DZ=aP;T~zAES@;3FMN{7YVUDmQ%xE!DooSe z6Br=6>%qUr3O%6O>wQ8kZ5D?Qxl4!=n;~>(k7QW5F!p~dv_9Xy2fDfDR5VTZV2i+E zl2+plAn%iURk=kIYtD5X*tY*Rc97o@v&zpvC*M|?K%IP~KV7-I)^{DKM|LZ|-oXm} zG1J1i#|4pQKNS-k6aPh1jtC8nfeKwvt-`(P8T z6bB|bMRx{}vG}QH;{IF`uIv~QP1`<*W5?u4OR7(hPO;JV;VuPQkb3s(Yr{ZEHhtx- zvKiVeGh8gc`vB#;{prkccT7^p`On@bfTR-`=1xq(WO@tFFFGM`N zQg`6mm#E9{AB@6)UUO<|o-ok6HE*nNy(TiMadBn)^5KBi{UC>}J8@7d%KE=8n{nO# z-uKP5Zn#?1Gi`DIAi@8R))sgKWbY3e^`luLdzNz|fobQnrlhSj0E{^4%>fSgLd^ zykfkc$mVBdcC1kiXZZ`~XUpGWpQ@m+A2b5}`!a<=HwNb=L`}1o_hDnhPPh45DM(0t zycqQEETn%eXjbr@$Bb1SrH5r3oV?}Nm2Hi6Kx(kiy7w*@gP1K#I^+*xQ|(jL=1Ual zLkYQZ{&8G|%o7}2l(CyJ%9m5p5*DhwHy_H;CvtXu{m-V15ol?vB744_!}*(>gLh6} z!CzBa4{x8Ufn2P;tMup;&c&a*==LWA=l5Rxm2yW1io>`QS2OFNQPD%}_P2N#84RsB z!rcv1SC=QkjcSqnGVYM&Oaay=o_}7Itqc@5=h(G13q0zxdc)1E7D?Q}9EXCA;&6nu zz*TpC0)w*h<%ZV|P#1NHW8z9ClHR?P;lCY(=_9X&#A8oDM>bDOvrP4dH_E7y_dUf? zDN3Qtzh^l4o?DpWS&cF7GMn3NII;VA>Qu)TCK&qi_SEdjgFt>Iz#&u(urQivaZWuP z#x~1()2>l*=DF)uryYjaT@_zvBJ9?fh_~O`Aui>|?3{aP>=(7^z0wg`ZN->fd6w}1+ zbw136#*8G0+{F$}CQMTITlNE0(4<=>x)#R^j8}&wuo;UWLU0Q_*1ii$HCD zczLI^HuT#VHB?hIpz+na4{1Sq7S90|MxIi9SnK`{oHptZE6#s z|5;P&zsfwUcm7eH@cR)`ySmi2R@cC)EE8|wqggCV^e5!(n!~|wUpS(oui(5-@Tqv7 zO$5dWpUK>+8f@&VIPgK943t0VqJ&plah%ER;>p$HKz_6{a?WQRDfzZWPaBWpM5exX zwjL9b@5c+bR(^)Yy0qn?$fLMydV1{OR}JhN*^qqe$I!XdhUD>;jeIWop5wX|2FH%~ z_9`~PwAJGQ@sArh8}WYUo2eBbi8c>YiRXxHksppIJq-jZr?}`%ZLv&oEoiYDME^?w2|5v z2aIsKZC3jr2BUSO+oF?xLjO0S)2Ag(>>OQgy&>I?JxXS&$Bfosn(KB*=W{a{+I-A4 zR!IORdlYtm))7ZLp45G%F{h#Y(Upt`Rey=Bn~nI+ti6T;*5~^!oVg9;*LFhl?OPz- z%x~~x>|V%9eWUkzhXpLIOmCHzmW7oF<|?1L1tbo=dLHsx0XsDH-4wzmA^MPbV)1Yd zP6{9Cj8c_?R$s~VL#{5j{L?Cp`+l`}O;WHH>YS+}-?r52VX z`W7STWwuCEZ{DaUVddQZtVx_Dp0=%b(13omQudew*I;Oj_ILGMB-UvTzkj9m3CmOW zP_GES$N5Uv%3J1qI5QXaw%9%$N^EnC9_;JH+Tz}`trl-^2C2(r)kPws<$4`wR2z=9 z=zQf0{SEbLzm#%rq(b$TKM6xxK`^p=R-z{B6y%Cn`+3Dr1D(HNwf&zK49k~7#v4|s zxa#C8^K1!b*sPgf)ca#QEq^hw+yyG{s&@rz9E0-y-^<3$8c3Q@;wWRQg3?n{51QHz zU|M&X?eO$#Xi{b@e;5>o%Y!N0r|muym=bkObd7TfjB64oI~R%5Cf!_5cW(IFv}AE@ z!z&;Pa^iQE3|QB_k@3~o4Cf*PIlWWLar#4<9nrrB#+RQY+uV78vtR0h6+AM5x@D$i zS}znjd4#yv=VgF$<3r8g&EeR`$M5Oij4_+ORdrI!S!^JuaVgKHm@>1ha1w z&x)!j!!F21mp5zgGh#!@JUt9J-k9FL+YoRw_ZNv^pjLHv*Y@KC(|=iS&Mo5ly-8o;Lsx+GFrUgg6O5h6_%uDi0wy`!CYLrTfzR5+ z$va1X;y}+yvY+#N%ypkE_|nk>%a)Ht*zND&@R8@?Z`3?+z0G(ym}3VH{~bHtWSaog zkqLdNU(49t#H~FNxPnXXA8+1#^cc)R<5oAaksGLCXTO%^Bc zL+Ol*rScV19JnH3)M>r~l%e;WgW*ol*(?-$;T#oLj6CaB8Fj_067WY*n!#ko9(ydqU*+uhg;QzCnJM+Bu!FK|c!B8#EOO0T zdoJw4xRkJcFKn*B+yNB5@`iK6$3KaLl%yfuzEuB)z#jrr^h`_F+s#1yY$y6SBNpa0 z*RQ1ijRUux$%IB>51^ytS4hmoiLtAriRCufE63cE_wF{*?#b4V>C6F5S19W2{<9D^ zwds+7;VvAeJ$HV&{1LJSWh*+wAENa+PoLoMdQ7}KsI#SY!`Crlhj;HuM5(K<^0xlQ z`V0GxUJiHM;D2(^gupzs8y2$31*+px*pt$yr+&iF-IUGyewpE5^;(R5bqx;eJr{3J zJ`9r!Oo2Lo-r&gUc%r42K2ArakNjTkfQ1!jvBo32khbg9`4!HCKw4s7c|f;?ytHv- zru@L}lB?oYQN_>`zmU#bvEj)qg%5s)IYT3_f$GBwFX-2bDIv?t;9$3O+6?TaSPOVr!mjGs)eP!C!R5^DZqT)CeF}POgQm(Sg4izI*zV$@g7h*fgKO5S%1Hj z18QTG-9Oi#F!@8`y6z)6Y<;We>VG5|2gWS(y)UQ3gOeVi1?eMLSAFW;rhkb@$|m{p zc?(0<$KkWtf3%=8@H#0(Wew_N$X0aj8ORuC-T&VA9Ik8qzIVbPp2&QZO+x9}ckJ=J zpodLqxZ-j_vDx(@fyt*d?*JhUW_t13jt&Nxolw-c#Z-h}2|2garFF1m+kT1bTX}(U z+vDh1YASj~{BpEeC&R>^f`6y?Gi~^CPaMnsD=_(0cGfA)4kj`>IV9p4an)e=F^zmX z_!hDw>B=)rM5<$r;1KKl`GsN6#U7xA^u_wgns|vL-!RXTh3lS$lsT(!pi& zAxnWJeWcY}7-@$pLT{4ci7U~DP{~~Qq&j~Mo8LWaR&Ceex~~F!h2ks@1raHN(SOP>)eEEegw9Z zKP&!6n{e`5-D%-mnGL^mI%Z&c7pdL?azIJcOxDt(jXD zXfSYW>!(QjSjh7B+rHV?6qbW-)YU%l0X(non9^&4vrL?=kM=eZnG$K~pRD%4c+LJJ zN89wFjZyaAFZW*f#&%Zyis31sx5x)HWhUVC^)9WsokF-&V{wVoX$s?fIqtqK$b$(> zM?sdMpFkA7k#H=PgcV1xd~hE6|NT%7OnRZ8|!AZbLsD* zk(PATXU2{RM{a1}r6V(J3Z z(kk>bY1=>A5`P7?pcS>Q>2^Ln~?_NMwaFz9l^MKi@^);Ie1t3jUSaVQxffDfF zjVI@#G2^{n&+KbMoPTvBRt}dxrSaKi@@? zciw$7vmTsDjeq*4zzf^r83JFAZNs+S%;|y)+kiIf#-hq=3yV4R*EJ?gan}7(Qn!Ew zuIW3Cx7qkZp192PwmWZ;?!sR*``!@C9Qc`tTtA`ihMmip2?rKNI)%_2!eQcVeJG(& z4h#NRyvi_rMP!i7&=C>#MrzqVOI_X@m`}d+@Q@#3%S%GKlHwH3l{*}~{^S;pZ@Waa zEn9@@pOJhm-Xcgot2Ijda|lMaqlI3{FjSoM&>>vu1S-!*A+rfJ>|)JQzPP>RFGXnn2-~Q+Muyt#{O^#-uQ; zaEsY|L(&xJ(fO`JztdoWt217E(<+v!?a*v27D1{;`S4jk zSb5Pp`D1b=RGc#?FnXwo^Gi*j>r?^l4*o|nf@)x>C#KS0nF&VDeVaFTh{XZ3WcsyG zUaXFaJo?M;CeCFCroTJYh|~e)>67L%eel8^!5dyq1~3< zIik>}>HY7M^KWQp^(eTeCjmV#WLRF8I^nzwt##W@E411=@8V$m8A|4DHOk~Iv4+vD z*QtUL8_PvlIWEn@Sm66nq0jrFgIPQ7r^Ox&tqLD}Yqf@vQGa>9|KcF9^g76Tj@g zBYgjR?Rfl-G6I|N!;ufaYoXnvIzfYNV=g!ZyrT2_kV@jZ7gKr%Mh9liWlJKl7Iy_@ zi@d{T$?=Axf?n9{o?Lsw^Z?EeNM~~!AHmtwGXt-fHhix&xnM;j0#`rfChk+b1k3W+ z)ZABqtup8DMxOG)p0TdGo4yOe_~-I_PgR_Nd@0`B@X$Y?ez43P3P~q0e3cIE5d8wQ z>)GL9u14@tY&6DDe+DQ8p1IPoZ()J6+1Ptw8kcv)Cf*3uf_Ap@n@4tS#;M~epE>k@ z;lxm5Nn7Rt>>?y^8(;Frfxk!7B)vIcW}&ZzayJr5^!H4Gn|U-M8#6D1!iLum9A$~VbLujZq&+i!?#{+liJaRbqj!O5 ze)Xk|Q5mi^YrKqHHbZKS$GMAUFe1MDgWnQv zcrVWcXOJpRtadBCKYtEruCq=@H09CHG&@p-NCfH*y-T-h<946F_++mg>?d5@>8;)PyJ4GJew8Mk3a?8mzM!3sF)rvKgNOFFh+$WuT1 znHPI+-yLZS7K7<0Nv)!9k3qAG^|pzryFf3D*z9&X1P8yd6Rb@3I;FVIJjzDuSrSzN#Dv3W7p>81}-?fh|>PxE|%cm@paI2qTNdl$#o19?=GJ20M~ zPSGq?#L;ZFK5b5QEJ#05mBN?-Gjb!D1)Zi)%3Gi>Y`&MsBzZ$rLD2(;PQ3|N{ceH7 zEN`!!dhr9-g3_-9VZ+5guBGz&JWHNBI9@vlGKP1-j6>R;#daoLMFDEM9R^u>++`|$1q z9y3drmmFW`Iwy@oG=;xb+h5?+6>&YMC@yHY^r?N=!~kZCYyW!X_d{Q`^pg>*V^CsU zHWPG=7nfKBrgqAHh5}g`$%#NAoZ;KHz#(@8(%c4*I~50GpZL#`+G8~6dr>}>d7~W0 z>scG#vIb+6bw{(!PI-*=x-`X-_6~^R3+E&wWw7>-S=bPBIxI}@%dvBtA~Kx{-#jir z#kselotjpzFdI4K683v1WPTox-n7>QXE^v$P1}p$ZKCbXoGYkzos)!>Y>+uKC@Yx5y!>} zL&3r_M25L>>8&$dFnw+`He`o6P|SST%6A^e<-i50qqRdgb!^_dLgNY)hdz!tv?&{> z4b3#3$0fshcW8CqWfvktShL$X#$fD7+*IR1oI`4E)l=?dZ(`5TLHy5tT3TBb|(+|sm#vv&Hz-Y8_x#XIe{wwId9?; z8?MZ-SXurO#BqtyhLW@9xWJ+G9GMnj*yd|?zpM(3*6K=~%6f#Q-JLb{3!=~-f0w?n zwFYX+9vn88GC|_PkH`bPD~qz7pgw0Pqe|%>{fxHtP8lz`GCnWVg<%iy;m>uCSh{1`f-6_UYzwe zk+^;EGS2S2zfa?(3`FLwnkUEB;+R0MnUQ)h{ux;in(MiWU0NR=3Yc{v(Y7P?$9A&~ zj~G^TwlBqqF+ro=&omtMJ0JO?NeO1?S*FDI=W#JNqH^0_51<`0neGvefq_gBlcNHF zbGco7_@5<_`SN}yM!i2UkN$tBP1E2N^j;1KNQE-HwJ^kWjUCHfSdcQ2ry3u83ZQrjX&=o|!yYdEMWI z%l#6jUu&IzaCAEk=(=v(F7yy7Tu#z&Xt&<|6rQw zeGltDS6t6Dnw-+x@UO5We(pYToI4UAN>+S~GvRMvv}Wq4K+6F=CH<#0o!z+}fPIxLE>-w1tK}H%+nIj$LB+e^odba(ok` zQWSRj6K}LoyO8eTF2GbS3ybSPXd~MOU$-}pEjI?>tczq-kiIa1>4@>+c)w?W@>fod ze0u;C3YppFXE{!4U+lX6BM4gcr;@%NYsY-~|I$*6%W?e87V`@y{c$|eSWVuLOk_NB zjg?l9o)YnR!57-$9Vg2g=5Kv$1wIMQo@w597UZNWj%ze%9Xs$CRY&6M42 zRN0Z<h?{EVQOCDKo%@=_D)lqG`?F=xWD(_esCJIA0^gDSuLN_># zQearJ32T^%O)q2h@cEgZ=UbHaU_OVk|JeSsNLolv-MwQQ)+Q=f$JWh5(TvrpZyy4& zgIl|>OlJnyt#)*+6)_^6JAdk`{~H{P`E4smnIkgzIH=Ub?!>x`x5n0Y{INvlMA=vZ zI}Db(|NM524Tg5M{9*Txg1&;?G263+;oDZX)^XB4Af`r$98T)N+3yzC>?{api%Nq7lu;* z4h}R5Vr%SM$2aaTkoxDg^sS-SIC|VsP>wVROIH7tnK48onfLe8Z{7c(k=_yT&n*jk zpJg_%Z8Cxtv$FT1te;`Hyw+yxd?qX@w(c|CR z;?ViWAN3eBH+VBZM2O@EeKVK)`Xqv3KK|f)QkV@;URA}-9DIYMm!w8?y$ocokt2ci zsn8^`z9tc=jwtF%cktK&Gs=7kyM?dgs@1PyD<*Hq_?bPfUv~@oo_AYsCLvCrd2mZu zJQ`<@WFGeNU&WjQ`2#JY16dd;J8?S?}~t?yJIX8D5*7+p5@< z6z%@1y&OoD9=C4VoJZ0zS8chB=QzTCSa_+g87SY9%nX9NA^YNvxf077m}V>peCHer z>GF*k&xcmA``b4TE!t*iZ6;rM_tFc?7~(~wDQmErlrXE=XpMQC;&mqclR&qA{zEm z0cW6(F$Ggps7OmA$fpE7$K_ZZfiWvC=re5IA0K`Jr)9FHtZN@)^KiOYRn zPWmy9?P>b$$vp{WKdt#Ed?uh!n%g{7J_qL&J*2tVzGCxSWJ|n~8j-jDK)qf6 z7vV2|HhiF^d%Nb69n-w#vqpueZ!H+8@^a7Wft+(gTSVnp{CMs23szvf07MIhs7f% zUfYVIpk(aML^%)W}c_9 z2Kgr$IAjjy5g5seOTN~>V8TK0=}>nD6r8M&5WcJhP5<4QahE2-F!}Eoxuyi?)c(2O z_%@EwM&x1*+%9atm9oZF-2geO(^28ZXR!B=-=h;`E1YV| zA)2wl+gjBcC!Avcdvz-sXkE+=gFl_2Vf3QXCTDk8s`@DPCWsM6 zue3nB_)Q=^-Qshk;sQ*}Xg<_D)`bnz4}KVy=HbMV=NeyZo&rsPjn1s3gM)3ZM+Ssq zpfW%>hq3=0jE`w+TpIolyZAqrK2;uoX2ls|9v>?Vt=}m=`a~K=wO)VSM>0g>@h^&f z5~pxd;p4OIA(vpG&tplQdjaRqY*STy+>QA!tE0XaIpfN)_`btRGB}c%v#mg^6uVRY z)14wbgo!UkwwWUwSh=d)@uF=9#PYd3mgQ3+Fj1^8y0-RVsFu7y1K&*o6Ol!PK|~E^ zeXq@X1@geE;l=Y~E(D~yI22zPjD^f;|H^IAf)L|l#GiMM1BL{d-#Vt4w&Oj4d2of7Am;#! zC$(7IzHuYPk?YUBW6Ma^{CZ>`_hu-bYbx9JV+Z!fD<0moi4H@Q9A$#(EugcV2%`RL(fgR0wFQ;yju^TMkW~^*Ja77T@dMKYJkzqXS#^40s&Ef%Mubiz+?>LvLl_#Y=m! zv~QY|TpC4SI%D~;OhgFg1Eum3d3v$?u4q2{6dk>Vepnt}d=HfROU!>BoPquw%i4F1 zVPkKvmriP?LyHjiF+au$T$~(AICo4AW{7S!LFTovyxKebFenRX<j z^S2MZ&Wre+@ezeta@Q^9n^V|F9~BymjKPj{L-aI%OJKO1{fxTw6^3Ys+l?-HVzSnq z_+;{a7#2#{o|w=Dv#Q)x87H){@4&)ctI{zd6UTjdi>H!6{w8d|KiHJ@DjnBiay)!XA7d=TEgPTp1e^}uFLP^i9IT(}+WxU_4~&I$?U1^| z1mv!R2_KpiaiK$EHd!MC7y6Ddzvy6xF6*j57Ka3!+1=cht>S{o-vv}OA~m6B*Xylo z%;PYnk$pBGcO!>q&K)qXOojVLNxRQRo`EqwpRI=ZNlR@pe<_ zP;q!6gpx=)!}h*h#t^z52i>S010m`yARI8YcSu>5*2k;5m;*sG5p`y-flcB{0&G)LOY zZIR!QcKy&xu`vNy+LgI2e3vbfb0>4WW$JK9u&(&~rbrlyTJ`+nnG6m3*-xtlg>Zz% zGo+d+kJN=T->9>3NP2xSq4k3n7Srv^9;?T|_)zLq<9(vIFwDGWX#kioyM9y4*ci)3 z7YA~0OyTka*}cVy1xO8)iSqht0)xM~H$UAfgyWmdGo7P9za1BYWF z{L$E!`RJqp)XoYW>wi9rrKz>qXFk1$+3zc5Gg8lB^7sv=--mRGO#8N|Qy)#@2y6Q4 zrp1pySFU;9T|$F(zGIA=A1-3C>RV}!@C&WU?D1G({6U!7Datm|Eq8BpI%WcbfPDDf>9jzxVZY~6jIz#hr<-}Vqk z=-cu4)SZkiI6zNQ-9{+EG5Gr2SLFqSs>};5HhaOqvY_P)-9RGC`>-o-{_}%{oy-=O zAq)rZXM5$jH$bU_;y#{+pV(spOIN;{U|)dJpS`dgpyz93LpQQ!(4{wTgnG zH{N$}M&9NnkD?b+Uo(o|X)nbI&CARSb&NP-VIUyBRT+j)<$M<#I1e+?GlGtNF z$PD0rp;$!2iTN`sk^Xkr5_*;EhV~w83{~tM4J2caCD+Y1y=Op8v)dNe@(BinJ9HQf zA0qXjnNa-7N%(m-)LSm}Czg$eaTM_+5LwQXULA2}h9zObE(11q2*0tt?lvtA+T+GP zYJ_Zs(O$iXe?v^LRAcf%{hlxUC~fHwdvKD#e42didF&w^7YLgV-ueJ$v|n{sbsOFR! zMBV@OnWbi9KmB=g4oX368A%p9LW}vf%0u z;Y3_@xDZ|0KMfRp=GN^xbg2JGES))LfX#RJuqr%Rhsw{Bne;ox7#7ne%X-@eLa+E1 zNs7>+|7*Ju9HHi?BdKz2_-xT{t+V;3U|5fn<)YeO zoZ(?9Qg2cKdYz$KN9I)+VkOHBK?sly64XaEO#nvOuSY6cHE8_7N`g2Fn&7uV(Wdmwh-Z)(pjHtEOF3}2v?$$+-OsY&d(F<8^7H_l$oa3`$$`a^ajwkDZ%h5R9t!vOVf%!`=%=8BZzv!gjN%d`-za1QrH^d44l1AV0gu zAh>FdwA=1m*cmLaVaK4!F5{R*_QgKReK6BB!Y zTuB=2ezuB>>=N=Z14%G-wohHvqz4z%e8VSy?Swh5{2hYiqtM9Pr^=^QjP%el-I>EK z*w1~!Uf*Ot&S>*_Y_G3_vS#Zs!Ds!jlFTi8N$xFB%r>pG-8csc0ftM$q%6q3)$H@_ zDQ@huA#sPJ)z}ZxTclb3LC<^Zs}j}Up>)h8UA!d=o90hcE=fc{Dc5KBb;=eP@*5AA zi_d@#sg<3+8k5kzF1?fKGdnEp&Dd^`_yeas7{?F!M1bF?N$r%$uSj~gf2xmS43%g8 zl1^z`!+dn#6j`YOX|wFNlc$=1cuKfB>IxMLms<`|->yJMcDVe`6M@n7c{4TFZBqwtHNVN8!3ph4*FU4`a7EO-{Cc z!ZB`s75dZ{%%|nQv0O>RUZ~smE}#ade&jb49eoEr1!uGJ2A;xbPX0l&(qI@e*pZ&( zItAqqpG{WWevdmT3H*<&;WYou~lFGII0mi=sAB+=h0D5^j(@a+> z%#NusThRMqdB5Kmj$@y2WZ!5}5YJ;G>-l4z&&mLLyxNLpiWFcXIOV-~QXY1OS~H7Z zK8FQal6$P*UV)hbuNap|J?viKpuXWNgMp&c@V$EilQ^V|>gEfvq3yuQZ7)gCs2x*y z+Aad8Q!7p%{2GFb+g?1JKRg26fgPIMl4jU?vc~$whd)S}dnm|N<^t(r79FZ1FL3Zp z%;PG?pIFyYy|@?mAWiN3sW<%YINbax>}4A(F6!l2+&mkD-8}71%-Y>p&N)%@o%9Tn zP6uuNTOk3IrR*%t{B-OLEMD%vf0e*2J#Lv1^%XjbWM-N58la;f^Y{nttJs+$&;C2Q z0_H~eU*$cg;L6YDvR~@kkT$XFdgEXK_E*UyZs9(I2~WJveR**h=zJsNxle;&g4YXA z%Njz}gf6RPkQRLNym+-oeGunumZ}p=g0bEx*5^d_S17CT5Bt&U31e~JZp^qD!EBTm z=d*p^AwSY7qOW`q#*fb3DxWro&dGF@`FKlAm=4PsyFkH-f1w{9UO$Byn`GaK-%A8K zL+k2WPamvmHK>ea8G&)@+Qh!g>o{IXZ!&H2guX{_zufw)g_E5fCs(@u|9@fWVaa+A zTsm`F$inp;^qxJv`n}~m)XDYxO<8S+t`iyHx!V#)OAjjL%ss=EKo&3e=MSObqwo3y z=0t42TgdX~mp#xMl&f09TcJ@ccGLILegcz%?=JUcQS5PyYx};x48|Vc%siK;1sNHJ zZAPI0?!3NM0z*ropAjvwKlqd47B53+`M12n_Wn1F zO0y}tH0*+`tTZz*M+(e$q-pa3FmWb6VBygaHv5ryXf> z*#5Me^X4}?T7Gdq@c4{0(taLX8XQ)`7THq*ar|>Y{jt4nyUIVDirqS5*K!^D?%m~C zy*-SSUo1}2$K{|;j6eQlXap?D2-U{nA0(v?C7-*0Zo>!fpYkJLA~OC}eh}T%g1H61 zV%8<+ffODqDPi9T^}3>t@>2}h;*`+s^o9$&?O44`w>rR>ob~6f*9%D1*B8~$cnh8P zdlX`RXG87@=7k%dj$=Q^p0``hsRC`j=Df8)7Ens6YLb>h=DV*EnICPb3qN8H{XGTxJ&GS;flxRl8{i1#zgX)&chX?`-(ae= zt~$gFZX(VwGjHr8QngWB5jN+UcpYGi#s+1}3lF#U!7PjMW!6#+Ty^B@ZN07w6Ws}1 zecV|D24@2^(|f0&E70-5wmu!0B;AXm{MU*t z47)ZQjXHk;yDg3w1gm&hA3tmmB=O=N-e- zN;1@!e;51x<_}i)&9PRtcmOGYe9fk@6{h5O8C(4JM5>nRNO(3YbiWL%ujlfDu4T@~ zp`^Pw67V2dYST?z?B8YU*rtXP2duuNR-DHK@f0BoDJsmr*%|R_r!|tV7l}O6qY;_U zc7)jL@pg z-~VYC_6lQrQuEOsjqBJHGW$zvSOzPj*4ZMsPi@pqVDP`2S70dbku%Tfe=u3CEB9FY z5Y99FjFmY4j=+59qPunX4ruG!_HOvt7a*I=Xkkv$#=PlAgVV-*DZDwB6fTOr4cw0- zPa8l1iTy{1fg-l*uV|$UpCU4H%Qk6^y~5euuMe~Gc4CwAwR0z1T5wiwaQw`G3MQR? zRYsX;M+%F+g}~u_oY*@d`(phM&RuvBS>IxeiJ!k0o}C*;^0rr5QJ=dBjP9RpqUno} z?rwi%drlmVAJ}mv?|BHU%*^nU&L(2I#h%+APJaWMNxYk^LJu?r{=1n|7lTbV#PSO} z-@#=2TJhcUO9a-&qDJSvWSlB|c!S}(AHW&;=uLh(y$Gywh^$dGrJxtyeXTd6A zX!u7j8&cwm9-oWah4bB?mnz2jk#y0E#Z_|vd#10%?SJNmv_qvVLr=0`SX*Q39f~}3 z*KqZQ+Ni_iJBG-2B`0y^n(F%4!vmQ7#K-FVYdKihTAg=8VhJW%KfK-b_5e1zEVJl^ z>ENPG^?&DsFJe|AqrgAK(?B+$?+RG%!`Yb2GbgsCpiG@T4_Wx#f{7Zv`g|`Kx{M&(^V|Yk&i5CW^!*G$srq*!L%f0^x#xI%#HCXuk2lds2ssVCZ?k}rQvdl;iNuRJTR5XSJ?!M zherDoSUYf7vM8jL{Rxa(C=~vFGXc~0IHpD3N@KrD?*$W~g$?ev(R4bTgwz3})%Iid zIQCqOUelR`eIT9Kd*>?jxg}4(wBUr{$V>UHLEsX@PVu z!abml4?o-Yh6hIEG7i*OUWPgotKw@ucVNIeH)JWH8G6hQ-y|EyLs|4+nKX5O0)x7` z|2Vf0405`R6bW!{ zV|Lem74nEb&QD$3%R-+9s;c_wdkVQQx?m|Y5 zP#aFLvhOC_)B%-NB{q2B28<_2eB#}F7Hj^lG3`sy*{Gve*HMKSq`i80{IZ)bx^Atn zQM53^nf;Hq&wbs5QLnz!>oSi)Yc<34mLCB~(>Xi3OMoBdG^;|xZA-B)BzG56`!XyD zy^MGHKmuRCxP29s@lc>~!2IWsCalE#@bn+$#KuX1?LjRYx%SEI)AWIS?3o;)ErxxE zr6Y%b4^Q5K!2$;s_g;AzH;c;_Ff71+`^Og^%&=g;tfbLh!&D>zbiPyI!aiHyrqk~< zaKz4P#dY=wOa^~paPHgSDJGi(UA`tTGJdbfz~?J28yX+#$ZP}vJ3z$0`pZ9;{ykNK zl9<>1UE@BDzX;qjWJAz4_x^Zxz~_Wy9bYf+}P ztq9xyd!O+n_c^YY7aAC3@5RRC(Sb#eCYUM=D{qj`ATap-JrL0?3lXi`Qi2d1JLiBU&+=6Eb7e#QAmN++w`3&I zNdq5Jl(E}2@0}Nq5AT`b`lJ`E3T}i0I z{(!I!k?$`y`u(rE-^at)^I`b~XUZL*d+*$2l^ut(YgFw-2R|aquhi3ud%~b8?^5+U z(+->r%nN`0^gEHkZKPp-J_>8QiUgk5xx>P{0!wK+GcMVmDrM)`4@)1mFQ0F4!ld&F z;$K*sU|6(?=@0856lL9cGh{7}EshCdWjE$w=*IPgB#|B%-0U>-k$DO;Se}_prmF%a zC6JIG)QdH~5{aTGtZ;DTf{CbyCbk@W`M^zJ62?NlRMelPBWdBs;ksvhIFiIK^2Pca zHg_pJ<*gjXL6%6~=*PBD@Sah(+v_ut!R|Tiko|!VX&ANPumY*iTzCG z3Vjojb9qvwiesUY`%!#(O)w6c#ukK$%>z}%H>i~7E-uxWhirmOj4yh9M%3coh95)^ zo>opHFu0v&e_BV!WzFv0UE*FaSh}NL!{s26h5QT%H~(Qn^5$LT+=sDrtuVxTvnJA0 z!;Sc_m?Lfezqw)q0*vNsD*n~}gJbHCj`C%sLLXtV;60%eoet4mWZ zFkmFB#8bQ%#?>RwtXhpgWysoQuKTaB%V>G?sk$ocK{0x{`8%9%e#u&Q@H%w#TK8}? zOJJh~>yOcaX&g7Ysm%0`3k%vkU(Sa{!<5g7;B*#!=+*b<>pva<#p?5?TKH{X;%B;L z-jF$vHJ!XlMG4TI%WCCV0MPDwpt;+j8mDcKOZm9n!j?c`R!bOxX`!TR=lFtP;hVSM zmw=rEF3K43)Z+ZlBY7zwi*Y_8Y%%_HH4biZAIcm)3bp&q zV~$DAWAU*R@4cJ~Ff40qkbk5O4H7#LhoDAF8tn;iF{LR8Vep5i(p3b z!|!W${x+C(xOBB~XgAC`xQvOI-3FtVUltT5yJ6`5W1jDae6dk&lbXz1ZpdRhK6ZTV z2$J^Hxjk`B0$M8vVMRq3+eq2Y-YgzCu)d(Sro4tzmb}tqbvdveB1sc=`3_@Y)5jD4 zlt81*KmNC_J~;DDJ}B*=36O+o4>d3NLuZESRVzO^7&)USMPF3H5Gz@WAN`?7J>_y* z(Dn^XOFtU?Ti%Y-rCTYGa01%C)mv5D&H(LkUQ}G@Ls%ecS9i&VV^eB&PoMe@m|kOx zP|;Gx8BLF`u}3aJUCgYur{^3rem5eFrW?SdoP>bwxGpqmklR}V_u+t$@S|S&Yd9bp zQx@6q33J|Fxw+l@)dnZ+Q!Niwfc&GzN5gH|f$F^_Ao-g-jz#TFvQgZ$(dXf3M>TI? ziA>DF-*TzY8Czmc7?*>#Tq);}D}g|?6l{957M|2yZ-$$ z#*aiN(?P>hY$<4&F?!mK^P9f-@SKRm@;<(uez5?J<$9OA#xKI;Zx7bv_hex~^{AB6 z3q$ZDa@wjqw}BC}X1B7o4G#I*+W*EU9Q*BRos-!<;55-@$JkN9qW9a@af+p84L!LJI>t&H-nu=3zd{v(CBjq`bX!}pE^bQh(}$9i9e zk+p**?)~{2^-JXND-Z^fPMDfQsS40b+&@V4+=gC)rUPvkCzfbz5xyRu zoC$1}sco(KdeAPsTWZz34jXgw1YN!!#<5Oq3)JnWa5q=RE-n`<>1@{$s)E``6Z{)hQ4)eRJlTY!Fb} zp2Q@M$pX3jDWepV3ifGVke(DghzrN*k#Tq8aISFvNYkbzsML9>qpJ@Psr`xsc{fbD0* z)Fe8LVLZ>4{oXrvT;AOAU3&v+)>SilMY(@qFRgRiJKGc@^Wi5$@uEyP=gl`~(Dom+ zR*HME$8F@d5^t2mr9>=#bKjz2<=RMFf8eD(??Etz?5&s$Wr+^ zAa6~n9CI+ghd=aiD?WKfayT|>H z`EO`)^j2%>{kmGX(<+yga3n(Q?!tZ3FW zn>!1%x4%EW+))SPMO@}}N8jNpr^KK5B}-gOIu0I3 z`b4|T@D?k~Tz#R_djo*F71$$Iq6v&{x-R#;DuH_QfZ(*~J#5yyl@ZtFiQ~GvS@Mlm zaP;@={-FIPFn3Qy!I{7F)rb$J$)7zzU{kCySfKP!cv{{ z!e%g6)8qQ~I5K2p?7oPQMPxkf$7kd^ffIH&1+#X)gWSH~Z;iA&aG`9^6Z_g2Ocd_j z%u?Wst!H$u$@j#gW8h7v@7aa0zBS^%R>pK(eG-~t;C~Ajx+eR+5aO`TQ|F`r_YvqH z+||v=Jb-m>Mj^*5Q-C}|dZGMxC#0IW{-`F1;Ey#=G4~ktxh1H-uNjpQk?=Z~wimtzOJ_#j^E^Sg;5fH^| zeyL{VGc27`-x+p#4ak9STK$wtfi6pawB<-5jwN49d!um|<_`R0OL}z!DMuKzW9^(U zZE@8>?4b}WJ&}4xp`OL&PR2u%KR5P?uZqb?{!^qXtLn72%wj#|{m_T&Ot94a;!jyT z2QCJ6OdZR-57W*62Hf>GA@%g8AiI0NVdm`~T2EUd&T7VP-E`(3Hc6=6i8R#0A9~NO zJYKE`N_BK%ZtD!Ti5gS|#BS`{ss2nWN+^smetP{t3}JE7>{cu5WuV=bJTLpA2uGyN zStbHTuv3SxvgnUT+9@#C<#G8|@pNe_BVV=|wWG$MV5@yMkf1!!=T5tit; zC9uUwnHxPzgq9y!Je5M0ST>?}xFxqAx&mLGOJsQm1+gT@>buD}V*f6AZ~Q475b52k zzOx>yGOZR3w)f+_LeDw+w?de<&2jX$;KNBr>l=|D_Q7POxn)KTGc>FiZ4tR>fpyHv zmqX{sFpv@1A91V){Ju`+hd*4z9tEm7ee58#`9yxykyHTU76q@avQJnY?HYPwbb!FJ zLrR!>+6a1TRu2osD?{szJ%<@&-$0bOaA)72!!XNs=Txi(0q9Td?!BG#!Hyq1Ap-~9 zf&O;(l4G$A_SAVu%A{xD)XASRU-=#q8GqSs|FhK+N0S)sYKC-i{Py}XQ{5`A77FuR z*x+8OMBC%k{B&rkaAvr#wut1FoqX!M#W0tTG3j&259o`n*aKZ}ppuh=htZJ;6;cIT z>N^hO+^v5)f_xugrJdvEn6?y_W(t^obLGHt4r}hjZQ-!;>A1)A0d*j<_~nL|3nKNa zY~0ZpC!7tOR7>HS#yZW@#ycs$v9;PvzhzYbI_s>=2A}dGnMq8G+q4|1{2ye4cwa%A z;fpoa^or~0nFuzJ72>#Tmszay|`?C6^_8^;aYtm-F?DMRm|d1->! z4XAIrm2=AYJIsDI3+Mh3L12`yJiX6z844f%D_H0Hg3ILnP0INnaI`^iwXpai{xI0d z$D`|s!|4luK5@?g{cC>5vFaBv$jIn@Q?UVO6tt&<*vZgRfZdateK6oB_lhC#9Y*Jd zhdTWbBru9ZiG6F*gs`oL7+qK^VS03N-omT`I)643751!P?uYx8v6Z7(T9y)9tGET` zX6eBW?m;+uY*hbNT^Q2zZa!Z6@DP@ciToPfE(&x$Lne>FjsAF|diLNKe`xidtG@W3 z04&s0PrnqN*{11+;WWFHGFfq}i)<=LAD&==4$cDZE-)?Q@9;EO%sFM!t2^ZP5mA&hpmU02rF zjg;eIBQ-0&NT1L*tLWyy*~zcZwzw7&n1uF+8yzFU{Hc*HvO^=}mrA8He7S`4Gc9La z-EIIW=!dz##wF-^h;sbjSAeMaty9~39f&Q*Nj`d`FlXRf{`3t6XYVx~DZ2X@hh5af z>L%|HnewZq{_~DUnkA35x5rbQO8ibc7?pzakB>MWJogiqi%r6f_piW!kGN2{=rERF z|2@0CvIYBoT_h+Nldy;FzRAU=a40?Xi+yiY9QG+19OOQxjJ4Efld3dEC{bDP_q-%P zWcT20mHgC-(+201#y}3}4*Y@l^s6wRTM5ng-`(I?qlMQDX-Getsu4O%!4d_TM3drg zNcDAorbrTmnzf2o_b%VWCOW&y(6vEqed&9{ zf;xiF73*NhS%;OsmsX*>?b2sGk;6c>2s4fA{|jA*cJQ0tqQLBLDasIq6$-C(os1AS z!?FKDC@NvI1O{ccAo|`GtZ;c;J^g+c)OwuwHBwnkWb{3;?eQWL4*1)DP*=@?v;<3_ zxD8^$qxfDA*Nf0J`2Ex1nOitM<~_LBe+x&h&9iQcR)M*TFS!q_t72uTW927;5|$iG zy>|c82cTBejN4OQ!iZ>g*z1$QSj^DM^r@Q!^gDk-!`2rGjP;`aTh1F{dA)65fXN~3 zIQpjiX~{_(^E0cy*nAS3IA3&+O~%4nms~8#JqoAeNICiGTd@DN#!(NYZ_sc%dd2UX zHMGrf#lIA?MW?`5DUFlcfF$s?Q@l16#uV!R-d?i9Srq-bx5EgkN+xfcT&TdAJId6n zRa^wt?`BRudjYO8ihX}yK8EqJQ4}@iP*`mzHnFg8$4>7` z>LZ!|u>Jmx*oTAdkl>#%$kRcCNsC|qo%$IEG!^zqh3af*(=1X9Wc7xhTPzxFpRfbz z(RUtd$tW&vW!$ZoS_ne|4oagkM4&Qd{b==-g<`vMm*_E>4bJpU`OcLDIl>k`Y|}1K zd^Uoi?Eg8RS-VDaH^;W9-^yQJDr4O?!u3E64;-x8-OGP%3VPlpY#G~R3AE5cWlfVj zK&x5fw{1=^E4`Vo!l41P5;NKEdTU~XgKO;7SDG+u_OYM;!ywRDugbU;y@a6Vgz1;R z&9JK+Oqf6E!s?^KEBC$yBT4bDrx!&PrUT8J1Gsas&soh+{UELCp$iTFb@Ov;nnKcg`m?AIKWw<|_4bK950?Mg^)MiQ z1Ul;Cxp+3bdroaasP69)bPjQr+#XSZ=K0}A%}*aevakBi!d>5SDk;O){$Vj=^|_v&9cwG~&s`Q5d)mc)Nt z=4-&WypjLf!8Zv*SoPz?%nr5E$!jm;V6lt z<(p4!nwN*RO%f7p?*^ew9gS!XO;C7RR5~T21*hGvJZ?Dq5ax9jUVphGhO0kWw|%^G z0V#XG>_{3|#A&})X|wz1a4_+2Z_qI}7>uoO3%YgyN4FGTdn0a+txJbQzEelA|8ThO z+vQ0ZQWes=wpk4;PU^01?zV^S*wLw{Bf~J<=IXJw^FE|;?ecPXegMmMSwG2EJBQ0M z|5-g;k%TW-!Yco5x*ge{K&q zzP#JM8;5eAy_+n5ge!df&c&`AK$R0raoPDEhId-ruPA21b)nN0TF>oqtcdf-#r#Yd zJbpPxi=GFIf_%>szq9~3ZQ`H-do~o_s{G{Bu>x6ZAD&lg-N3mIe<*(X2Cxv7^DfRd z7lW5hxc)k=4Rr%9a)*{`fwYhFkA=Dbfz@+RQc%VWI-}-4vwZtQWXd*P_D4DvNi*Hi zH}OK6fykfYhXGh^bah7%{S@|vRI#0Z!2?Yb@2>i9O$92yNxbFyWtcuJVLE%{KFsYU zkAxY11#-)uIqlNzIB@f`@Wjo11ZJ^-Ql%3XFz&P?%#4*6dYRc&n$y*h$jtO;Y19k{ zmOS+{Ud3Yf-8e%gxsy0t6fQqLTeIzq z56_ki7# z*hw5SOrP3ed<18B53igtqriBc$;j=GoLG3U^HNL0I?Ss}zRYdA4{NEMkGNI;LH$nk zb!L5km=9t&<1cmzC&4#~Br*gQrJLWLPu$?z)@?E}7aDN%bi%gSzig0C@#1cM5elU4WqsDS3s)Rh)f& zV}OJACXDXz(%?Vn3RT8=dXkxeP|0zymR#Bi!|d^U<9RBuJWC-cwoVWSm0sAI?^PzU zsz$a6*b}is&22V&zy<1dx`>>;;dtc~fkxP*5~-O2Lkc1TC(@bsU_Uk`z2+g99xuPcEDr2eQl6 z1vjr5?6Ci}Hu9|>RxT?pRvPTWG=+}*p6gjSEM;^1U#KuHT;=FWPxHgEy^VM8i-$t{ zYX7}Bwd*+c=?JGG_Z_5-P@fD}b#8pF#AonG2eQS6{ywnscHXV z0^_ac$Il9|pf zDBHG;xxb$3>_WmpwcW*?bsKzilSwUf=r7WZTfc@}=Yf$luIQV_As^CQRrWT z5PF~fWO(@!6E@71%GlqM0?O7O#>*4J1conR#M7*&vCH$T=CO%A(9rK}wTn>%NXou@ z)`Sgl)<8J0G|3qHTBcfT1>ZpTmGOPO_TQkJM(@8%@JE_fpVvOZDf~lnD?F6^4||Q+ zdaf_)AvK7wIat92`{DK-wRmW|4=EW z=_ZmRHKij&OrZOK+r7lr5Ns_hO1^aKJ<{d;!gAv%kSpCSeJef>!gog7mmX+E`je!| z`QAS;eNyS4maREdIa~dYg7c22`fcO5l{B<2iBr26M3sEUT$t)|C zLNcMX?h6E7H~Bb4=}@Ej?s#%^&KEnSS$AzULtNfd@bWvZ~=sT z7v87-P7)VBj(@rL*AQuAf@bH&*x_HVJM)3K?>Nj*9&nR_|9Wn1Y44`r3SP`oo40skifB4z23Xx3D^+uaY6Eo zJkk|!Uh?A4gegW3S_#)Roa!5#<`AvM#*@;XhGs9Y`CoNz$=(5^Sa{6|WicatGp8?C z*K4Hbi#Z-F|BZRS?yMLbse!K6OSP^C*|G0e!l@4%Q9Wer?6>Sk!hr2y+HQqq%u&lpFU(-@ z%lg^dy;re2gS2pyT>~cs#u{Y#tRTgxH^qJKGK^nPB>GxA0{wD&sYA*W0wWurSH;H| z7(2yp5>>o}eLh0rBW9tvNEdrU+L{bheO{B7&qQD(dx_ZRR0=ca-`u{y{*}n4Cb>=j zvIGp@(a@Qd^8s>^_3q-qSI~U-MB_rA8jJ-8d?lW~hBV^i&@UP^%uw>Qy2kef=hjXh z`CF}wnHSe*JwHd{a@jt({Z$5NR%+vaMq_aB#OYtp&#l4;Svk{b$qB{{3gw5&A7V1s zv3hy+4Nq?Uu%lfj4M>IF<^-`U=s&YFRo~?cszfn`pW10mWcX~SnGyF4Xg^GIk7u!TIIiia`=38jx!>t-zfFRHe3EMCr47#D4d7^3S%o^b>-W~o zO0iJgOD~Vv7dk@Ym&ig?X!&GsoT2;%N`nX4nk!$U?_IX2(#1R+IC}Z$<+tHjQxJ5s z!$cbSpwG2{Hp1y+7A=o!}~m>Mu8-p zAJtTvg+0q);3u;z@tx9O!{IY^T*D_EVB$wc|4sRF z968E*b%nPOM+&3bjeT;kUQ*IgWAPc(kM-ZQ4_x2KYi%g-yaFi~**RDi)1g1JrS6Y# z8y2VdMomZCVZ*I~D}u}mKyiA>c1q9|n=X<)3WIXMEBdt2Gk0Sc8>2C{>TuxlJLAh- z3gJMPy|^p#ULTMW8mGT~41ywYw{@|o^Ux66|14T57ZwE~l6IZugmPhahIO?>q*=0s z9E*AmD^bt&e{B1M6fIJ9RDzd|;+@)Dp<1BDlzOypc7nnA9?lWwpMZM7 z?^DOqaN36F!pQ}M!2;wDS;&BKP3c3~02>yDQ!DL5a^ z7D2Hw`X(uh*ePbJw8HwOs^8R#^$jrl&Bz7_AUeR)d2ib}xq9ZW!HDv$|5EiL;)j6_@>D zVD51*@3lQGIB04vbYz?Z>JLS;eV4lnHb#ZsfsbC{$RGU|G0MZ(Gy7I@Qt~Fy(k?HX zs|euC`M3F(kCXsuHZ4Xy?k`fSQs}vFn4#)!@yso*Ow2z+P| z!5Xphg#`!B8!esR@QlS{+MiM*e*sn3JV%yC0HziGRXs~7$1*b;N5$(dn8WP4^T1FR z%(#B|de$-(``ovj-!`HNb33Q=B{mCTm%CHdHi?5UnX9fA#nDG({2XZd%#aN!aj$F= zH7qkp-` zF^e@wJ?5|0=*9zUuMFI)9zKMoy_C17D&mp$c}_uK>@ZAPuQMO+V8aDb;q|4`^8_Zh z3sOTl{n*c4qq|SB49QzNM?a}=!`VYA&i6ewL*KlB^wsy48@}rH{!ocM{8m_s#&H%L z&J1;o@5u!UlL^hr+5ubR3Lb7}tc1}5Ek{jR1?-E``u+({VdYuX&Y@1G4Svwv`hB%_ z<6iS-hkp4FeRuCUCN;GNMd}|+FUQC-`%}N9c(}Igy!l=*KPj{V+TCU2U{(2|Av}@2YwJ7#E{I zUXVXsh=ZH8MQ)u4#)`UoyE@G62rMU)2!kRU^WFSBVCKUK%oul3iniE_bC>r&alOxj z<>%V1Sv7cYy7=UYM-f^;(H~ns)^QI@&h{7n-LwUU9(p+0P#IxpZ@(Ao&qbti)fk_- z^#OZ>bzEq%$=DbAp)K>d3zTXJ%}4I`!M^;u%G`Myq}>&Woo}Cj31?#Hv#XzQiN)Z# zsuDL+h9zHGy4``XWd>qSDLeFpJB-JarCZ<80ddx7Q+ilm`vbX2J1)c$tzqhWVYz>u1?D?TMey+VVso6pu<+;i znEbbFx~f(W=Bx_DC^t1AxoGJ(lepmxcs}9RL8l3WAZ^^$!}(GZsmQw_T}BMkUeI- zLN$Ybi4nt(d4J$sG~eGnv%8_nTdRp-;UM~naN9qjwg9#I^|>0!tvHn`-x6_E91Cx4 z)AKPGhsDWHXAd^BBE9(ekZt2Z=(M3)a1cl^elIJM#qZop<0pOwYvZ!1rVqEvlt10&(vH=@&S*GJ2`H?LU|bTO8xe2*lBM zy5Gvk8~ymMw0gVbPb{Tv>t_3#LSzuh?9J|Iz!_Wml@H=W*c+6{-?x4a%LTD?UGNj8 zlv$njOLzeTd)b`duX{j~e1@75orS<~aDE(iY&>W9QPa5nBaG#otFu#Q2Rf~T`*HCg z6h_Of8)Ri5Wiw}O1KVjBR8I!Gw}-KuoBA5A+$OM`aa#y{6M_@huiy4sP=|5hIFF{= zzj3X>!k680<6g;{Rr+apV17sL+v3$pC^#>*%(8b17I$XzdS4uZw7SMQy< zVqG8TLo5Fs?E45T=U!H^TxrDVn~mfwfh?rf9@jYicsq_zxBTu?5QaromYV092XVrc zZ|P(~0JJ853rm0N0}IEvbX_*<;j-tO`c>tluwoBecJCw*ShC)SzxYMNj@#CYb-Ou% z_Uc(RhxR|{=~GKTDs&v^FG6>2`6-A)TjH-~nmmVw6G`f|A4{=P$fHGkg@m;Ab~gEC zYb=lYx>?H938-wJw8CFIpff8`nj^A-!054}6{Dez6DC#m&ev41Xl852Zc#BLKlO?H z8hr$E1zXMEiq}FFEGj$0Ttd_>UGF}Dm{Y}Lf-G<}~ zyh{Fx&!Am7@5Da!G@Qsd%EkT58%YP6BWnfzL;79rV^I`$nDLg%-s-0fc;v=XvU#IZJ{@1w;{Tu1=ozYMiIZ{naLP*KdQN)qV|3Aj}t#lQfo=?p#)O9IvX8ed63I+>B&c2x#N<3ME?Q&3*KL&F7Xd&!kwlK zu2wL;a!@KrevH5*ywlCsY!j?|aB|W8zax3vxV+{%Cl>RU*9AMv5ZF&u$h}f2K=Pr3 zY<2GuM-JcPIDAnRNGX@(EhAZA%HwJy6YnV~`|n1x$CDN!(_QB^!(EvW=)O0x(4zx8 z-=5+f()pxDJaEzBhJ034?|i53yvgY9J-eTuTiNg1%Ol2XYQ? zk=9r<@IAr~X>pPAnRW&+#yIIQrIYHj?JA#izD_s=OF9Dk_NyfXMOjtHc*47@l=(v{xHKl7E!Y z?sy#>Qn7mXlJ^J_S5M9l*VO}ky6f5L8~o7suVF5qScYywfik=PUWfV8S*v|+A~4*x z_nwADCN_>SB=@<=5E(>|Yu505A+j{-pFVibfw=YD_1LH{RX7b&x~?{*&@0(Aa$l|( z+lLa?F2%kjFeU_W@B1+X^hgyxRijm$sc>Dc{3?PZ9kFZibMLV)Pvz&2S3Nk!*5qYF zsKSOn4u6bZ^1*N~;|S(utzj3no^r4psvP;nxB=cn(|kQOc( z_^vq!{)K1Vp|tEHGVrLz-nG98!#+C0rxx4s%L(S1p1yWyJ9>sb_<0DHT5H6|+cx7+ zJ>w;Q(dSSQH{SBp`6_fB$jUsips~Sy`=bO|b%4H2IiFe024|N>8ucC}LtSXI^q#T@ z(4jTr#G>Vo6K99tQhhyPQp0?>@(LsLxkrk|hB;xq!aIN04Za?JH)WG3{0bYdEC;wg zdWoYsmW}HHT|jfXh+j@N;&2X+!JNuHC{`=|?|Y~}HgnfL+jsae4u9ZtsU>t_>$g$m zwmr5mDj#0g^wa?sgssoXuaGzV&-zgUl5zB3xruAoJocymP+uyzjMQTKWXt)_u#_BJ z-4+rGgGau_axfi-^l*}$#1!1O>y+Aj)6zKdj zoJ|?7kj=ZRB-oiH@-fJx(#46cbC)3H2jxYQC=b{ct&qepUL|p&N}k zBd^(Wl`|lSTbHU9yD>+9RAbA6L|}oaS+=)m1Sz^dt1Q6{OXwM3+DplJ5p`(V+RN`Q$K9H!eB5$VNPq z#lF?uc3M$s1SYRrH(h5Zp?-xUp@GF}y*gZ4pt_FD%iP<^Lf zfTObuo6RPSM~Z8KO8$KMtBN>|#BWk-d7z4GtlZ+68=f+h^}wO}oi%oQTX-Jrl);X} zY?RP}Y9ia*j;iag-eIS!@aH|m9s=XF6Uzsv$}s#i$j0%$9Z~6vt=b#0Yb)2wyP{F4xAC?rw*QwO{Pquc~p>M{K4`M;8|kUD~Tw zuZA)6IY-ym_XGW`>Yn&SZ)mxdEyl7?4U-?;*z9jrV@}X=Tf{6s(r*i!2u5CosV%wV zJFaEn)GxJlbryD9dM?zaT^tLmqAVlJ-z9zoA0!6`9IYE63sG*OT2Aw*rxTI%%3y>H-oq)(*ckwuUvKCfy46k&S%F z?D}-^0`%m4Vn3MS zXo)t9;nXw&n~<1Gq_QMV$2S!F=DmX+9g>X3`Yg_xMRfR|7saUlha<b@`sf$_%9&W_4>SbM&oQhewS zlEq|icDnA`;PT`?-`^G(5qqga>gX|~Td>}_H&OuW1>+58yRx8uw<7gFgS$i)w{u@) zx|5+&(kgn3;W3;zM{BsGQ-^snZ`FUa4Z!MH&Yafb3nG((*6{9}IP9mdtKPWffJ5d- zvKAc-U^PYW3~RO&&dw4e$CE68War6uO|&1#i&_Pw^iG({DLnF*$sfq(svRq5y>VeJ zA5HV@HhM>T<=!QT`S;&tm}Q?GWw zQ9I$vlOp{0HO=$({{1l7X;A;%%^%mE7MVI_zQG|QHd{5uA}BOrzg85v!RLv=M|CMD zkp6!C*|iD*Xz(w5H5#yt9dC(V0|ytO{Zks(`$9TWN?Yl;Wd#SER04cnj6l6e;IW(B zA0?NFfY(>%F37?W?sn_lGoiL(aoKV>#}dBMe& zQ(*KX&W;QkEllY`v%#X;ql2#4_ejyWWjYay>je65Q5>P~NucwR<`U%WzkRCWT^y2K zjQ^~j|43wODtbfT+KM#Y7JF~0Q5;=fkr#`;3KORuQjW_kLp$x!e)EwHKJ%oXux=58 zHa^C=`R(o4QMuVF;nEW17U#Jh>PfG)# z-%N(V>))>#8BgKZl^CPwGbC8HE8M$4`ijr#=f<~(Ilw%JJ6U(64BJSa$^8-qkgUtZ z|7hz4XcgXG^Wpg@PA1QUiKcf$#}+nW(?lm6v9r(k3 zC{JC+?%ZR=YWsc>8GQCGUk*~j?_XXPcs}3Y&^@Bx^TQ0GyM!f<(fA!wMUOV?h24UM zl=R8yLq~CPmw2^&MGLfK@$AWY%Y}pSdbh?r%CPxE-yJT|_ekZNn~z#Ogv+yk#SJrV z;fT;n(sz4hZ2ZwYR+c-5y&W+>G#MOm&hquZ(0>&KW=-an%V{bwUv=c_r2hiU)OqeM z&Q8OE+W0}2$Yg9YC|P_Mp19%l8B}F)PMGyAOxt?24+^z1S?9)1;a``g4Bs2`P%Qt^ zY47{^)YMvj!S@Ny{_x;y6ANO^K!;N+5*UgM-a()IgFJj_HjHH2d zz-PbskR^_s$qZTUE!yZ2p8x*tx5P%f5sx#@DnzDGF8vw7A#CBdlD*1y8b~j@BhGD` zLQ>2Xlbc$)(As|3u8w9zWJp^}totgBv-WV-b%#83#j!4K^YBBj_M3vf8r)FGb1PH9 z;0!Dz{bd{XKLGQETW0-id~m6~S#wq33O1PQ9)G4P26NuoLAl38!C(5#n_oqV*ucxd ztr}elBirA%NQiubh6xklB!yxe5OHg`c|!tM9v+c=68atnsiq7~5eqoGr+~-)QY`${ zwtV+Gu#dn*9CVGx8dwRKQ+3~S8%Z}+^}CG-K$kuG7d`B7fPLAavXTHK)ut!*FpoJu5Sx4xN_j`}DW?KpT;Ajeht!kumB`V*ca>nAm&ycf6Mz z(r*8jZU`~KwuJoxGl7wi9ouGtH%LhRDm|d?cm(G8C4?+x^>F3epOk{eVJx_-&tU0$ z5cAz~?p;6Q1S?Ncc)8+rars2h&x6D(7=Ok_H|Ta3&gdv+5{39+^2D2O7Ws7+bZcfO=)}^}nJas+ zf8eH2wNV80KYIBc^O^;VpocmD%35A6gLQ@&vT4x>h|-s8}Jp-E7mm0}Se%2o(KeTR)tWHy z#!yQ4!3t2WT|Z^9`eB`3tY)!D|SpwgRxgb9&1nD zz(}a3*XU@7WyeUfcU1%=-q+j=tYAbb%B54_~$q zxxUc{%*vt)-utja^Ka?zzCav%|G3KR9xwLCeP?OV{z7DC^m62B;)f2_hA8&%HteqZ zK43+i!?vVeQJR@1w2^ct3XU$}xJsqmpOJZ>skUwL`q>6F=CV4SFnuKZxp7}t=7gcF zF1GN=794&|s@&n#0zZ@;JPH&8VFZR=IPPKxl5F&urqoKH=&uPnXxjk&Z7BQNRxW5b z`|o%te;$r+Jui5+vLEIw?+f0!9*T6Mwx7Q zM?OP@_{~#lCpW>!g=YmN2R3}V^-7N3_&ARB+c0lF{R~F(So(BA#Gw7k`BxRUtRO-* zAb+Jc2m6v%vn*0R=_)U8xGy@iA=I2Nr zpK-}znNL>nBBn|RGTyo8fpbzeHK)~2!{C`GpTgf-r+fF+{h))_AXgTf2igZY8C_XZzuy&Mo`EyPTx%FyGTrZ{rg;&$inbBG7C2U~k* zF;#Msv`};i=tnQ{m=wF>+%HKdfu|`*3w^}5D;-;NS2j}tz0R>5B zBST-Y&-ui4ergWV-iT&o6+}SA8AC~4hATkY`Q?0$Ngz&Y*xk>`AH_a}4j#R0hR``- zEzISH&=|S4|B_Dr#(T{UC=8TBe=MWvq!|x3$#0Q6EOG=WIm{!QvnQct|9PdE#5Dqg z(Adv=$B2#^nLn9XpE(8dknQ@oEK4IUrGvE8L`;<8c zhs7aiIkAOE;v?W>*ON8o4}-)_(z97S`+~6J&osltUV9>ANNxj@uQM#hL|#aLrH1Iqf#D*^c#F`m?cmu9=`mMf>~U71a5*bXnyL$&U^|Iz?45n# zoSjH^PgQO3m4=bJ{hxY8m2kpx`1rw=tuVRYV~@qQB%JFouN9ha!R}=w++EazU&{?0 zjL(;G(RVRT?r8t!D6%-Itd!>8um&aJ`#>!7`!>pW%_negtqX^crJ z8gh+vbr>)G`656AqB>4KuLG9rW7mR*J93<6`C zB>&7)9jFpId(qQ80T*IhjjulDhW3gsPm6;OVKm)B`0DaoSoR-UI7_j^O5-y}uMEA# zA<=gK0!CM)y6-TK41ACIl4@H|@V#{pA z`6agG@!7S!p4;%SM&4xo9~;~e;V2m(1@n#hXR-~Pps(&kvz^pYoG(h&wm$3*MHZe3 zS7SslV@uzfXe_r%*B@Ml2tQU_~R~2Illv_%SQD))@so7 z*@-^mQ$S!yIxrF$;({gPRx8gm{{kf>rQ%&s7p#~Z*mBER1^Z2d9UU3=LEE2dSuQ0( zB0~hDIdi8Z43xBellxMSv-0dUno*uG6rnsLoPk)?e!4pPM=n&Fo+!GM-GFVXk>iSf zmN4?AXoiD2jZ~rCC*osGa3(I~x5|#Y(BQtWqhsSfOb*}MNpw1h3+soi#kE3^q90RX zRdEwqvxvjbO0s~oI{Q_+IRd(s9(*rfHNru&L8`ipiqIF#>25c{femub3)?(vVCejzVS}J}%<1S;Za6@P z6@&A>K26(jat~WyXy67<4T|f(+VdQ{31{Lb^y_in!gyeD$qdPcFN5O#%)ktD?^{2Y z%R~nC#}hAfYH;rOaF&;R6V8NgJw5!NJ){VhBsXxi5g1Ray`STgKuVdCNCE3-SbM|a ztnn0JInYkEDep5ZNGQIMxyS+C6Fcs>x`zSnZQik87t(PyMuqD((_I*=gpOW!}r=1c1hVAlz z%Ew+LRTYS>lsmnuC8;p7!%5<2PZhM(#;N#g9tNs<_4*NnMnGc2$T8BeQu1WQp3m-Y>DLPAM-XPoCaOuZ}U91pa?wzk~6 zUzdB4URfk=&-f7=c6W*Coi&B^$4^#jqoQHp;oGfR?N`D2qF~9NeGWLB@qS#nR1GNd zGp#E-8gRhlLSBsgW6ZL=VYg}{iYtG1cLrs>!@6FUnE0ZEU`JXf=^d1^wWOZNke9z2|`K64t^MmTs5H_RZl{)BPewRNDoML+*e zJptJ{mkP`ur{ecqXFp-SWoR*KIhNj7fK-X1ruZ&ipbcF=d4I|VI+JS$H@$lS)3J-y z^{K76{5rAJ@q-SOFW0TTJTnP3O&%k!H|rwp^I|T)cnnZo^ps7axnRbob?4qm9qjDC zG0FOz39CovQ$Kw;4lP&BE^N{8fyR6F$E?EdVMj@8M+&U~1_%GMyxK5|{T}+k`#0`s zi%q;_O7~l!WHQ{n@k5`$C~fpE;;k??)=%q(C$?kq&U0dH+~!2)G?T`#Y=9oQ9INDu zA908w+b>XE83rGIdUNnGBZ1+xr6pm?5e7!D{kBlD!1-tY{nMLChw;tf53P)qaOuwc z4$G27BIEC!dF=QZTWjfV+%}tW`gdrDr|n0eB^+=`PSV}jKf|@XoKjf+YscHs?Fl%Q zSSel_y%U;L{g~eF{I!vvLov>^x3IrM`cm)2I~eEUzIU5B6dT-*iKi}(AnEp;(RoHI z9IR^i#mZfa9}d;N*I?*_+K)mbu-e(HvpZVWB2wKMo|G^J`69}W{ zyxX{tvhzbvo?97qkqXbAZSVjKS&=v72z>&Brp#q7%6(j+GCzK=J_-Hw#p1XTZD@L( z>m#jw0jne@9Xgti!FYrC(k8VdNK>36{Cv%Vvs%fC=YA|9#XUsO+QJqm>1@^iYAINE z>`6-h)92Wz%=MkYx(exwb91NHr(x~WhYKcJztDT-(Bo9TUL0gAaetev0QJY~!&0Yu zfl}RCot0vbFT?l)9#>^!S?uLIiVLgI*BZB9I`}O18>bTw)VU)yeB(163OI`yxiB6q z!Ws4tMHj?)kjBvZ*5^V!%q0rx&*lnax7h{vD6_ZNb911G>HQ6$o^LtazB~uBTZ)xc zoA_`}d(*a*SH0M|!sEPO<1UaXPcnU?;&FykQ~0O79Fa{VIY_3u5|ghCvAS%(f)pFM zu)Qt0FmQDt(M|3EPLTH8B%RiTe)roMJNmW*Sxt}c{!|9^S6khz&-UB!pwjTSYs=Us z-;v_=W^Q92w~y;S%EN(68cIGq+4zSPVjXMz3o1`lcRbgagDC>~U%$QKBm4KKM76%e zS*D-+f*6y4$~tv1zuo}H4nLbU=%r%S4?Y25w?x2*Yi8DS6I|Dn2;*?%cajs~8w5`nK!$h#@vUP^z8&!w%hn*OC|&cLAj#=|0nvHRg)( zc>8}?hF1OgT})ODFrx76;(YTH9Q4ka?0|jE8b3p4!_gRnQsvu-oKL^2U1>Nta8~2+V)fd=&jE zaOuW~n5?J;)L9H(CuViStl<8KRs{k`i`To5ukHxriM!M1N2>^ot-CuM-wZ>K_?79} z2~KG0ef`N$|1(Zl9FwUnD~IoibKA6ky~pWlZuuLXwFIV#pg-4@>!JT@x$Wrp6$tmB zFRPn=+UQkh55pQKSW8H}p?+{b^pE^9^G}IHlJ8A<(i?A#V$bY(7g~iavb+n@#Z@^w=aCY_g;iCRm-+1^;!qRdpBRW|NDf6NL~h?8l1DVjKZ()Ey4{yk{6 ztyZ5C<;VGmU$5sYbg-@NleyMAJsbwX0hT+6{Z+dci@E98XWMzU+vz>T`&`MnqnHW} z_bzVHlMBK2pZ@Zcn-Va&Y|6VR$B99XuQ;VQN5Z6ch^h@2iNL@+?$R063KZs>K|=cu zV4Ykt*W=R~NHLS?bX3@cT}pz2Y>Pyk(fIM>p3Fa3nreEJQg9NpJll>r7?GjZl4NJe za0eq;_g~NY$P1L7D&v^x02tA#5p)RE!fD3Ls`*b7u+Cj`@xYUBFc7sv!C7Q&BWDO5 zJzZ=#u~1;=_|6rR8dcOUe!d1YimTaW9&t!I?e9(GCBUrhZSP@c5lnwHm9mzhjMVah zoj23eaUvY68U-@2!(b+`LZS>NPY5yR)dV8xwQnzXYY&XP58pkScpOsom{F#D^?$9AB-u=i_aDa`1$b5@Z5Kb!O4Zpo212c)vM)BKiHtt!BYhCyYq;p@}aamFrt6%L2Q9hUpjW?J~ zwAzkA&4Z4$=hOFb=J$}cijpLFR#c3wTdNb;k_O1HxmvLxWAaJgZYr+XS~P6FNhL6r z)Gyrnt_n5ITOT?SUIF#kaN6w7|NnpFR~BbuJs9CGntl768R#yDiNBc3Vdz(0!5@u6 zs3!7tu&q6W^6gheqJ9vu#dW`ViB=u1-=s#pjThaR%g6Vj(+{UQg7gPopTYTC4+yF~ z+SnpE9&vPuhRrb-kAJHW$E9NyH95R;KI4}0@Wa4L>E_>Yn{dyR-Y-W)kkJ*Pk zf~wo>cR#@n$@o)0Irc)E?8gA%?#D>mbxyLk|1#1|HA7~i=7Cs2eqLoQi2biGT(;HM zgt2!I>KxQwLBau#EfVxp=#zh1D<)6?fj%LZSQCH2cXe@F@RC zP99xY2rxKN#_I@^ell!~2QA_E!O;b?)M=#ou*H)EYmwr~sT^!)3zLh%GV)(CU`Fxw zxfhId{F#*Fmf&&+2J%nt@i{pQr1L@60_-c$uaW6)w6GKChfn>r{yBsxp2-CQ5l3OH zOw|6rOC1}2&c37*wt$UicPiP*YGa>P0>|;;GKe>xTxYTw!+u`5Yn8`_aryaX4NI$7 z>}C4VLm-4b=KJ30d=%xewcDm)z zcNAgLqH6eRJR44n4*qJWIS1=!o=xxf{{TgrFHQD1{)Q2aZwD#ri`f4Ai&ql}<5Yd6 z{#iJPiwD*hgL1ubu8m=?KlT#PuHW#`e6-;)x28%M)XH%1a~fHEX#uCFSg&5}4TZt; z2}~8baxmc&f2pkZD-!vUK`-SVjHZqLNs(qHupKK`JgKinWO!DC(wBE3^{H@z{F_>s ziPk8mja`Q3?X|deZ{vK=sgJQ{Y~ApISV4nwvt zYH=P$)Q^PAb3Vbg3KfZIQzq>Fm!H4w?h)vVYdvUwq6w-Odi(#H@nCh>^y

zZtB~qtPPR{V$|AFc#g0^g|?f{4yLZUGPhUmNaw zu^C08(=7Y`O6Q4K@!$Iq5`aKLx(?=g-+%BdMwW6@q$PzlmMp$PmZIv`F2Rq9wRJWhS+hP44HLXch2~24txGKCTwIUIlTwos`_3c94x8yP zHT)W>8IHEq^Padv?~d0byn>vwoh6l-7cslxp4Om8Wr$DbDXmDuMl4feRl0yBll8Nf zI22Q5jq`S6nag1wMJh!*^EOI!hlahTpp!k)C+dUxNJCpi4ry%#AN;oL=R@uz+o6V6 z4u;s)i1OUo7q#t96J&?*9Qx*}E=RfJSYoB|{$EwAw%@$4NaD6G-BR;W2I&wT>4 zCO0J&p%Ntx>H_2%<=8Q5cf!$%oZWd!Pg<9>>?t zGSO%V(9PmYML^xWqF0Eb)A?xHFH8-kbxoHYngiC9uKQY%<@t9jhR6NztYw2NV@JeG z&@QW-k{;J+hKlM{g_(P==`it1nh=0BBnRno3N-`15mKEu?XEl|Sl-cbIOvaR>~(4m zLl$6;L7UrQAI;N1*TY(p4wmC~O&$)?o%Z0H*hCIsrZ3K^2Gm3z_P=BkF5P$T=@vk8 z^|G(B&W*E^+FVW=Eit6q*qE|3NbSJ2_n=**_B;;;Rb$oj(?a~-$WoPqq%-YuZo z-3OSfR^<(mJgZw9nq2?|@z<$;&#GsQc46d}NbIWQem3YEKbw`LI??gQxXk8GK6*LW zEz(b8K~gDsNKv8Fj@fypI$w?Zz(gYz;9y}YXv&FE2oIFRUNj~CD+N0>ji1#HE7&Nx zjnvEyXjVa71CLa%rnNO16{I$>!ld`o=J>_e^?Q5<`3x~gN!zygc|dMe$4Cl|WsPEm zwc!>vU#6L5SjVs{KY#qOI#IA~&~vD#(Rwj+Pe|Tep$J=#D5x-8-4t}r{un31Z+tk6 z?~p~CO9^bXK=Pm$VpNG=D?v@8)e1BXB$!T8T%`>_36IC-?_^G&$K14?XrCn(5cByc z03bmR^u5l|;Z&vyE#?zhZOBzRs&)vOv`Z(6B(Z{b04;$Nkdai{X~9-u#!<60DCovdBuCXhbwwhGQT_X-)wd5E9_7N%r4bVVQUc~a6T8<(Wr+_CrJjYbS z#7(-x5sJDdr`1TeNm*3j3~{`djjYLbib;hz>+ZG{WF!c@D^Llz-i0XVglj&{*nS{r8YbvFmLiRZPhBAffHXk< zVIOsplbBL%TCZ!A_{v4eySzvfAFxEfz;ozao70$j5PwmqlGM|vxEKiii&NL2%5>`n zcWlu$aH~Tt^_5ppu>*@^W)&l4-6twiRvT4yGkt*&Q12@bL`fI_r~QD8IB2#%qazm3CB;7X|# zV2IZt*+x14AxH1-Y6yp%5gN@C%eF=e6$v+yYuXiZ14W&KvCqj>2+i5>$dn)_ZUn!T zHP9zd5ZO&}DuJR^qDr7Xk{8g}0ZE`+t_8&A2*LSRLyUL{s{qi$BF}JABvFz_W4Gvh zC?VR(+8J095lxG%wiq@0KJ?I&3Gj2mY$7;O0sY9r_|y$SZ1nIw)rxbZFWx?uSrCDP z*OJZb?bZGonItv!*d-t+fuk3Fy*Jl-ipr2c6W1=W)#ejxo&r?qx$;UCctdM1nAMIc_8H5Y&E#dns$v5u%d(f~AI=>(PmTk*G_{zx z2xnI`u(h+jYEMLL4qc}XC;0MA9W_uPn(B>_DQCG5l;)mAL>8I?bg4V_E-=mGS=3|` z`j39_xtddTzG#P@)rxJ646#6VjoQod)UMh{q3_1gG+^&s%c{z>7RU>ThGQlmNo-ihW*9oJR#{X?NRw{BjZqLdv51a0z^% zq#0l56;@%I60PW?`&xEPFPe6!0x;TZ;%1Vl)@d8z1Yu&hGi?U55lE$mQBf+ZCY1)2 zZNV9aZ=aqJK#c`tk@uP^U75B5ePDIlheF&-MP(uVd_*oCixMsyw2jcJdTs`5B#(z1 z+{35`NY?9S`LNqQIi{o(qnMyHk!8w>nB^H26-6Jx3#pCZjd-}bC>c)uE^UzKzTTm(K-fGEXS>6aa{&KJzX<3xnLS$$ms z8a$5P$#*S|qS)!23e3USA2(jnqLf$+?4?8zuQ z(sfsH*I@@`)VEwnj*>Cc~j94kVD=Sk^1@7*zCNQ87I$Eku&N+AeE-in*nur`v) zQ9d#=-D;L@OTI2Y4MRalY;1>p4`x^Lpf1Q-dXja`8Bpxb2*@T+0bjsj_2R+sSGDm2 zsxy0^$ge@&X0P{kJkaYh5tGfkhWdjD{@oCr(c+_g6cwco4Y?O+e!Kt62eH^YoKu8> zY8`>%A#s(iPxca(C(skrwt^NF1;DV&9&vu496e7h9X52hjXw-EaAZ}j?9=`N(oFpe z=(|EveXEi6i6TX3u%Vq1T~7iP=$8-)v)VlD^eq!_gZ0fF?V2L%upuYWipjRnqd{97 z+C0Y4_eojUy>3Yy+t2nPTw^Xh@5TZ8jkH3D0y~2tGP;k}oUBLV!DZn=A!f{uehjgf zAbNn5MkO+KeF!Bbu?kg0msrzXP$G#bo;zB}vsTu6PC(RVdofWi(O9Rk$|v<4K+!Zr zWTM>ICnOC&roC}+s?N(&ps8ck_6F)zz%a&B=CFCNc2PBnjIJ>@>JGxNmq|j@Yyz(_ zWQ1W(&z5mP4CReYXG7V!B~pHYVPi}Xk0zu^|4PWBEu}_vD^>w|#H}PqBPu_rjh)vH zRaLMzlXlGp0f;XE1tc%JYnNUgOkiJI7c%6LHpk|xq+|^z0yJs&ox18(0IRdq&NM)T zm!4a-Ek*{YkP~VscuQm_s{3r&Xph<@w$a~70m&bI}gNI?M_ut(4-3? zI>a8@6c8sbGkA|v2*@Dlsy93Rna;H>^oRfb6ARWC@GVFO6vt&6x%()3 zVsG}F{cBvav0GJ6#k&bt?dE2nr9J^6*4(_FxL=jf+2l0{lr7u|B=uU&`Vi8rARPrPF_4fwArI-UuSbq6A^eZ&}fNJ}{XYAry($Cw}D!0kG1f zxOuC;h7V*w9HgQ8r+=(Jsjj{#9Ocno0~`dSv2}pA{1}nmLAmq4J)dY*nX_KtlARwuTTODD= zs^$vEWuw`;(4sGaxRHtGz4YuJV; z`$&m`@X{yGn^Fy|NEZ95;X9lMGJ@UxN|S1#b!P+$4jW+w_$pvYiJO$&X5Vm*DA`* zhrO7ZP;rs=&2wW$6QxKl3}Y= zhj|2(fCadF@!Bb z(gZ;P#E`0^7J0>3Sxdu#@Q{n$ohF9#RqMsz#&MuQzy`2%8p*IZ1CKa+-Z_<+icE3L-dKHwCl-afS_j)aazTjEJri&%3}exphd;6+T7 zD{L!;t7|XCyI0&n6wnFSI~35Rbe!;-DSgs$w@39do<=CH7%j}E=2-0mR&E@9Lw7+a zBSnSh_j0fS`KEl$qm)s#fn9qBqPEyDS#O!Z7q*$TbPSxYls^9XSHp`@7JA3$btPU_ zp-D%ocn5>jmf$4rF;15l-ZC;QumkQ(v&=WnLfKVk-aLfuOlQXxMToO8BixgOXk-xL zHEu=@y1H1N-eA$(kM&UVXmeoLa~e5uq~Cs?Bopm{od8064qd79xf;Zfz6WALbG#PV?wCe2QW)+umo~+JAkC0TKv|na4F~TP2|>j z5YU+*Z%x9E!ele!qqkl0F;{tFI2&9IK_yuQMjdtHy^^tJu|Z(3tc<{=l_O1Jka$`Z z)O3+1wJjftD~jA!i4M<;=B3uxR9>TBuWcxXZA|ivB-KzUs`$|tDM#cuqg9nYaYJJr zoeUj-oKFl(#G*z*^+4DsO4*8So06svPnwx2QW~T;9eS(u=7C`f4XDb|yv1oW_!@YF zPYSbG!5fQ5iS12Qq9&jkr_UF`ogKRe7x9e+^o~`ST6s-q|*V;Y9Y0rObOAJW{Q+jC`F=j`bH$_ z1c|lJ0>)S{ard(fW;i;hhxJ1UpdbN#vOWB>N*}t>9@aw97- zd;vd^;AW`ZH~Lg$;5C8aNh;KRY{|9f%jf-xYfkge`#Xl+G5Hz#Pfc_HB7!=A{MkND zY`xFHBkFOLxPU>Id;n3}5NeR-R*H;zhm?V`tpp=>pS7srdtIPon;4oDsd#;v`f^`a z#OW?EqrwT<0LvHC=3&fhOxG8qW4b;oOguUT5FSaxVQFmQb>AZ0L>?7(FZuz`HSDVz z{{#3o$zm)v3E7yCyqq>7iw6q?B5#Q{uZXRycMRGXtIL!~=7}sQsuWn6mgcw$l*Vl$ zgjS0^g5x!=b*2Thk=}7fj+z9~UcgKJDzX}`P9zkGd!cQO9o%M1(;~tUvsU|x0Q)wL z_MHUnNr4o!<}REzC0%!>6gHyZEFCRRP^g z_=?X?des-YkUctoWge@+jTE~!aii)#cB&Imf{36zQnns^`; z2;F6UODQ$`(FaFWxYqz>kt%-0ZMo_Q`*MNI4z{a~8}eG}ySD_T0FaLRZD>Fp&Qlg#873d*E-_p{Vt+j@vcf>sXiWFBj41yy2?tG{hK^x%)KSR zuMMM%HDLj;vi~{}U93qGyHGN2o&i?5vn6O0s&HRa5P7MwkXaW{)V3NA_yADf*~sWi zM2e4uWK6aBwZ7`;@Gw-PrLvj&*0sU2Y?3{_M2D%$vxpTih|1C^XuYUmG7u60KMvGK z`X?vf>kGepM_l~}DKa`yEojT~Aw~*Px7| ztgf3mOJ##jnzNIfPKZ4X12nER_4!sS5(`YD%4vm8EM!gYX|GNz)NG%4w#t`m??K&> ztq|&EM1d(q-t&XAetJ&)g}Ad9YC|r${2)XX6*iD;ElOPZed8d^E##i>7ClW6JLWSY zBc--49e^`A+O?F-5}yhkLYW9+#i~kXJIw6jqUd|!m^$!v=FI}OhE0zl!qNQ zy_$khcoQ_qevs<<%~%pZ8*M8xCh$02a-&8i(U2d@r3i8}MAG=LNF|?Hu_S5E6oj&s zx!%>^n|y;fqtw16`^X&Zibq1AgeXVV*_m;0 zMa@wVw5u$ypVy<`tR8YLBnf*}0jIF>@s67r&k6h-3<1^^M6q^(G0$Bq#? zauKpLhqPqAF;og=Cv`dvv2S6s&NT#pQ~q?3RQb?hMklHAAfDn`G%Rt99+0XygreF> z?cF&FB~g4*^Dl%ugR50t;DW4)=8NSbf89o5nXYi<*4Qur}JdVc-E`6Ex(N1lPVoC zh|oUD+a>DwOfefi%fi1+tcFF{?UT05g`^yC?3OcPguHU z&n=-|vBlSSCc}UE8Hu9Oel`8AeGVdmyS|!?)gai|#t<=}sKW4pM>r%V0F4Z)ds4p0 z_u4}B$e=E>bZrHi8VAwZi%?OTb&kuPGxwO1C3Eo=yVToMs0+H(C|us$*o0^;Rp@(R%T&Qilbhi8laIm z3Fh*Qpix)!h>A6WQqcb7h(&hDmMD-#?bYVl9@9z>c(rksJ-E`aG6mx*v?_g_UM1Z+ zaup`DSapa5rGmCIkYFH1Jzfw}dkY2)q;1dQ7EFqGH4Bv~jpjEjchJ%08pfe>^)tYd1^K89?%(kXA|9aoUYvdMNh}a6o7hVDqOG$ zvwY@I!pPRkq`G#Ask<}+GfL7pHnRHdM1`&8Uoc0~?;p$A@fPtEV~Xo!g0zt#_4MyT zj5)-W)gaS4YQ=*;BBg-`nk{DQfbkba2cSF=4>`gp5R2~Zqq^{-uhT2LxFCii>QnYG z>w3m?trJ23RKdB@)2{l-0dPPr-N6`0iT&)Ws6Yk6*m_4WH84%D-v$`+zcu#&{AOqP zG+GeLq7uZ`_r8V$eF_+?1v91oIbG{ZcB!|7^ngx1rM1YVCPqaUJ>WudSgBWJ_>3NC z>h9Y8{OI>t^P4S-`;IJqgiB~(|3M7;5=917w40P5w7{)|N7v;*iq}ArSKy6SlKj#u zL&Fs;5)vxQWI!WRfB>kb6w3_DSnSwA)DKwYf?>c7>JdC;<;(BRQh=~EOX9gW?TYD) z+Yws>X?mt85-YVYdgPpeb+L_vX>+YWWS5fxCXw7`tLP(OT@gN7d04Zb78Qr^3lgWH zOcgDf81#6eTd9Zy82+AMrn|(kIxASxE#lKoxrANaJ+rl-G`31u%YipE*L3_T6BUmt zlKG~MZIJy?D|v=PiVeIFu^}B3n}n3>my)$y|g;!BzZ_=hI=v zf$dyW`tNcRUBbVBY5y9$+mE#9PHXLO(~D&qL-#QY8QR7i8u)}h73Pa?o=}AoZ(wT; z+I~DzxOT=W{I(v!A)u>61%KwzFXDAm0o{fz=8a6JcW5|g2|&SMY;GvRC#JAHJ)JJ~ zMByoL_@WNX!K2Q;gB8>b%7YOxCDO&AmuL__l_fMWoH`-&RlT=9GFu`gE$a79fD7cl zP>~5o@&jPj-5$|)RM2O@0*)jRvUb=987dKyvqbl{fqPUlUQDg_74TXjK?5S;+MFcC zcDiht3%gn)`(cZA#x>f6sOc)CDj@fZq38fw04G(mm|wVrkUC?vB@*t20rFrf;woHl zqKH#3(5hlI!`e8$i(E)bcf(wkNd;ywf2U9T=)X-fmdnjTrvAhdgTse;m0NVV6C ziJX{x5o3aKyK%37ueT4_**zq(MC-wf!cz(b?1MzYfItUcjIw4BrY8JCZ0WQ%ZQ-;7 zKvJ{^>4-oK!WF(*P$CDviSQ+kX~i7EK)OVT1*a1&HRvIQ7C&6eoFVUg)LW1hu1F4c zm8r%S&K>7r5pcHkV5n3m{r1&%?bH;;F< z0_-f?OG7w@nBiEg3QgOp2xS^wd@6ULfv3GJ!{?C2xN@;$5^9(5IY1ts>Uu~Zg2q55 zsy+)jXtlN~vZF|4H>@Bgtxz!Q1OjnDn=dSo{1x_$jW!JfS`a6n*Nn+L@R$2VD#5pj z1YURhrAbEeM#Tat$EMk>6u3qX65b$#wfczY#29$%QlN=z3fb3nnjw}kOinY4BLjv1 zWLQmW1lD)KM8~L3r|L5GkG(Cd>uZP|>A7eoqb#wi|3r&CGBS@x=Tdo*5F%1mXg#;} zDBP$fsp&B#qqG;;lFm3+H0Y_+Yark;UqC823)h4nOm{-iBjMa3IyoxNvr(m(VxX#< zEMT71NK9U+DngTRi9>onvxbzQOp?hd9ei2IqS(T| zi0y@D7w~KH=bt z)r=#LhP4!G-?0mslnBt)d`nVrVSGSQHL;h#dL8x7tvJ^z>#)22bSE3{!_JnNo=-UU zYJBBYBDeExo*ZG>6Fh=~XjKB&NUN_$st_lt@|G^mK_-z>ck1a0`5FRK-*sTDye@&v z-H{ga@Dgqc6R`?0bWFqftBR=_0xs_-WN;6R1v5ijS!TaFpX~5nVsPNz)uv>!71md)Gx-tttRlxH}etIFlwzl+v<5OB)gQ6D-$|xmx zk{^w((5cSP{%nYDyMo&RNL+zUNWh9}XLLgdPOsfi{6axx&_0Jl9{cqFR=( zk8UX#x-)oA7~!+COsY?4fXPg-nJ&Ata`N79y$E-fS90u-ct>I2vp={D)E@`oP8D3C z0?`FPl9OmvVYIXYfbxgC2)!U!m16hZZejG0v&0pKL@eO%bm2}>WSx<1oo2R>Y$T-c zwv^+A=O^Y7{KSiDSP!fDz*`M$$!fec0t+d=^&sdrQpIPCSpj&uNsFX7CMyxG;JWYuhQy?;`a>Ev_kr<^L8-_U7tV(&5#rvr(X=rLl0p`7f^fW0V zCv_;W?1`YLwHeB(UJP7IAZXAqfeYCJv(}hYXsgg>3TT|nhc#l8(LZ!--^BpyyWfn( zi_}v+#R}j00tTkvIyB;$6C)&FS5UP$EPAMj>NvTJ5cREQ9t;4vccUQ@o-cGWsT`qF zUQSpgDMY( z`A#X51t90KYez_hv~;B*`c7ioe570hVNFc@%5d^Yg*vw-wiRvirShQNAtGu6G+2L> zpCS85i~v6TkheQHz`tZjEw9Zc5kN`z$tpg}-FVVKgPfdVp&Tag&2PJ?kZh3KV`#~-EzAj zkYXj-nqJu{$m<;Ds(S;{A6 zS~6eA{BcOol`xaIp($2;*mPh)+m~Q1h$+O8s1_=T ztZk+1nnnUek}_X*Y`mf~nFFVN$S0sx{s@Iy0-o4AvBH+v@sbHXqhM)KhvABZ1tq@V zA}G0$0E=)-<=W-EB(8i_$ARCrPHjv6B0XvqPO8~bp+o2}MAJi5#{0_utML7&@b^A}L1D zGQ6`&A>W~w}s=;oFl$W5vu;#y?mrEpH?L%V~ zM`G0a0A6@6N$dlvuHx=QLqDUjBaW~KzssDhvGcUJAo>7W%~ImKNZ zwGJ9Th=URJ9ToO!^$-~EIHZA7xv<$c^^vkPyU06BfB~RkeinL)5^|?H$7YGbN*~rJ zs7~C}Q(&$je!~FFjbbi_jOQefae28qu6&DKK zvZ5qdZYLvH)piniKGSrdK`a{8Uz-t$F`%MIk29exvLGE$>?krks>3QF!!YV%=jzm+ zWe4lsI$v5@GZ-LRM3wJMC7fihNpj1Pe3+wcB<@*rl!^I##@$lyN&?y}Wd&J?;tP?E z2duerk_XaFG$iO(3sVSHwyj#OqcVgzoe)#*kl?Z@|B5oZEV*3v=MxOTPPAOwC-9R{^r`qu&Tb{>d{h+x{J_fT4nB1ve2u#%PAh7)$7tPTLB- zr2F*e`h`7Wi@2C?hzd#LUpo(}&tU0%ECcLUherk5`6FM|i)v2>lmK=qJ5CiMI4KK_ zN|9x!93U~OJWRgzatjJzGZJZ_2gc!e)d8$J`mV!_sw3+8N?K80EGG;*ZRS19P6<;d z9dGx<8hWOOf?sBHgy8Q)V)v^Q;`NDvM%T1zrvyT<#EyOFZ?EXt;y?wOfGi8Jc%E(4 zQw(}%)Lo+D8JfqxcK)hz5jPcXHE1$V)o7hkup^vCTy=cpg*K)Lr`vlCYE#LA5po!` zt+2W1q2Qyle%FrJo+g;e(97zT(8gq>^1!nJYD&xSa^EZd7l&C>Fuig8ZO)*hk{Dj$ zPlgfA_1m^+CNwM6o&vX;PBBO^z1e;^>cFJ0qSj!MU>*kfdp@MOI+kw_0tZr1;dyDA zEZG6@YahQ3VI^TTt{1MK0|z^E>O^14Zxf_V@}NW1#fFof&ZQtA&bjcW2CyV515Otm z@oaYhgolkMeb(!S9bgqibk&C`WLXwo%2oym!Ksb@c`5(cd3{p-j;fgLNn2SG@VfuK zHjehWM$U>Qz8KV^kVtg^xaGjZhN#o%70R_0K`>^NIRZN}0OP_IAlNAVxl=KQQ^a^P zh0;gjkOC1d;6DEEnMA5Ms%_&@II3DLb;VbAKZhFf5r&ICVZT0tOk!b~%8mLU`I%t= z1Whc%@4TkN6O2p&Rsr#|m|EMWi#fKP-J}bRhY4ULmE4NRZXiOV!neoKz84P&v`~D@ zRte!=ous5?WBc>E+VBFx?zhP*|4ZozS!m5{HUS9oEr2gTP#x>~V=-`aAa_?1rDdlF z7(t|zERtqDQt4^xS;I4r{YfS=V6c<>6KG-sW z6Ix&weu#JRfkSPkXMspnI>QGBvsnigaI_Ot0iUTgggart?ok^z$_ArU4au@!|2V=@ zI@R6>i{4uh*^*5|c6@w$wIcV>k|@*;=0jM8oMjQQjM-GwRZX+>N@Wn_66NV=0dj{M z1WIG#piYR1errKc{nJnc3lp~hU_L*aLs0TG2vPkT8Qfr<30P^~))g|+yO}D_ zXCR^JSfct=nmlT5)f!WTI68aZ!6Yb+*3ju9AE{Mh6DW+*OOgc?sm_EIn7059?e3QU zOa1K~0T;eWht5h^y7o{P8sJ+Oy*!a}b;mpb1t0zT_LNWcNExhU-}D{?zlgk3h5cp? zn^Im#B7@J-a8k4YZt_?}G=H7(0+weB?aWUV!$}*}icP(1d$K8#tfNR$h#`RsUhxPb zsB)5kZW3uJ?wJj|YhKPJnEpLyd@> zQW8B{Nwo^r_%oS19|DpQTO%i%h197~s7`_cN(cZ39jZ2pjYMRZ-jsxmx+ags^X7!L zc=ClNO`4*E&20jdf#1@CO@m~bm4oRFq_A3p*uaF=2w{_=`z)QoIBIhOzD~aC4 zfK@vp{|~fxJxz>rmeN$1K!JdZ!B8&(WR`3wnwF(91Be`!r8~kPVPoEzxJAQINt;Bf$NN20Z>nN7PH6LmFW_>t+_-sO3c1Y~5$R0RZT(^A|k zTCxntlj5d!#JN9A5os*Te?96%0#DUetP9(gWu3{eQ_YuX5d$C?2uw&AFGxHwC-FA z5Hw-ka0H4d!-&Anf3htEsav18moG3nsuaE5ub%=o#T}LZ&jg zlBesh)KgQ7HOV8S2`=eA7V-p-F#w!5_(HPoOsS*-KQ8A`(yL1{P-d;^j%Q^f+z>;e z*>oDTJfQ(Wf*7Z66~WLg`O3`wBRkTSbu(mxDd#Yu=@kiM?W;0i3d2-{!Ym14W0gXD zWt#CDmJs(XTQCm4=ra*Z!*rrP9>B980JUN;q6K$YJ8d7XNQpe!ojy(wAiS^6>Y06# zKlMHU@{YFf1fM2St?(`j@Un+|SV#rnwrZ(Zh%NcgWWe39A`wY1g9#iaHFhw4MMsR> z^-gXEVv8Tir#2;ay(_S}%*G7@PDuyTGBX&LNLFND*Uhu!>SWQthhTd?tjmK-BtFFM z@`8AQw>1;GjoHvL2TN(v0j_l#IGHI()DFG}GX6{qiA6z2%Vr`V;bdOnL|Ne?E7C0Q z=0tmwzVjF+hkjM^1$61NmQq>@lFh3rLm`Bx)t$XU>Bt%TtV+0ZJX9iiLYf0-)`@mVC2-~hwOzm*3z0RE-}*y0vWnf9N|sr)qDNB@Ot!dy+D$YmMH_EkQvFP zS0`Idf<%EJFwd`enlEgbjZW)kWhl;-s?i zS;iiXP?N1pqafI3z<{hxdibkOz!)?g7p4O>4WHPf;Z+A0Pl z3Z1D?0-`8Q=G@U5XF;QGVH~}|9G)d)#ZK@fNT7l&u4i7P4h<9^Wi^aU;q(%Ovf$K> zxOqui^KF`s7#!!ZDdA3xP%T!{UTGQLP;bcnE?lUDdqn5-lNBfrT;ne0BSMLq`=tx= z3LI6)VYP!NfWOuw2MrGJTEdkO69O$!5)&oZrQ1H&Pevwmi|FH|JJl3Y8eKdoNT8|( zQmBDmjuh^mc$eU`Q8hk>^CXrQLkcGEUBkoK0pYF`L|LodI~qrvkzV_4&B9ffsy$L~ z2iGZL$=GcCxTsb(nTgJ}2K(=ZY>&Eo&*U{}N89?`AK8pEAzpn`y^nzay{qCUiUp4?RNrqE@$@|D-{yvS!eceW}^aS7BZ#skM@v z8%m}#i?67%b@yOk_eE;^V8nTf@76u^Dd9Kl#c=^`O?v1iBmIIT+X&(~!RrlPi@cm+ zEP-4kcMegv*KX>y0H`|Als#Br^FE3oISxK)G3tp{;MjYlRb7zhSQ>zJ`b+F&H8$3K z?OsC%O6&A?!jYWaS#~okkkumfZR*uDQyMF8%01sEKoOxo(~x7dy2`(px?T>@Gn`mU zO3HIP1j4U7O;sv}>n}o@RtKlt>|lO9fp-=FDPU3Ml2~iODPL4Vxk`fz;uMh&s1<)W zFMaIZI0b-GHZ;s3VRD-a|=Hkcv zoR4DJBmvc_f`A2b5>rMgLT_tBOV$xyPm19?6OVU6cPf*il|#iMzb#=^dd6Wm@lE=8 zXE3xH!;?)G=OmT`CA)`4NjV&*GTAw>loCbaH)TnNa&;b-HZmO$QiN$CC= zWr9VD`p|UOjJMtiKGSu=BN$+Wq*|98!DkI-X&6CN3YSw%VIbv?@Xle-G^G(ZVhH0P z8KOjX$Q(1RH6S&sLHQY@9XWIZEX>nR5J!i4yrr3dBBF;Ce|k>A8Rd{znSXpw0s%sO zuNEM6s0*!_dR}Ar?(cN19y6n*m7?6BHwTDRTRUPQRsf1M0mtPOW>x<~S5Zy{7}$>a zw;z7?^^nTjSXcH7gxUbIr4xDEju%=UeX5%BXTXZ-y0+k;Cy;>^nkk}sNhT5)JKpcw z#f(oL>4Mt>338V)K^c^(O4(^->%#~2 zi0R=LKv>tz@P+7FmZ25@)_=D*`|}O}lZBKJAxFZ^O6mv#I<#mzlb3;s1zWjDyY?jk zVK%GimYeF1T~dyMpM>I4540~xW9suUTf=H`;ybzObu(Q77xK%KBIu= zqNlJ~5d(P9j!?~QJlhG5fcx9dA|nMg&v^uQ7F3*?hCcC#1A3IUV_$tEl4Q-)1hRA&(5e}+Av)!<#01jyhVH;oz(UK2 z!yjyL$-_oMrB2rs7U7}zN&8aKggHfomTNuXPGTheA9@&Wm*sHoI15^ z{foK^;6ehBLv|>wI$q=qp=mW;xgi0n7$_$d8nB=s`ljPrSRtG-!a{S6a`GSf&?Q@q zaH)=^Mj585!b9?#m0(nGirPS(1O%03kso{(+GIaO0jGy>*#%os0OIll2rH8sX71GT z`V3vb3%*)&ac5{X1YBmm3N#NoLWLyq2M?~XSl!H00`txfRJ+7Hi^*_7($*2%#5WbV z3tp8vHZ3$upZuq5rpCbvok*`-sFhMQyNaQLT#rgBJCX63S9guY00f>onp_)@b{9kz z754$z42F5Y1RR9|LUj6;c(HBeTjLjXoF}&JzY2Q-Qu;bE1<2wB+Dd{hX?AeOVjZNd z5aG@h9|+0i5x-bX-n21*fRS@fwY9LZoY=<$^+3nPJgD#*umW@vazAo}U|O>6Zll7aRChjULxrmDeEZSXiOJ|)9hk6Wy8G~!TP zHg`PHOZ5xLpXwL2S!;9#&V6bmlJDMG%w4ltF|z5vZ{5DKyxL@o!ZKL2liphMW(!~I z3P3*S)K)q%!Q*u=z-&(hGiC#e089PSvV{tJY2kP>WeWZTIECoDPGAgOtD(LZ_-E`* zhVtiWNzT_PKfB1WI0lrxQuhu!&Kk z8mV(ls2Q+&lavND(nlWoDh-4jIGLN?mf%Bmuy@3;uOP1it)406L4P$ico+5S@fSGjrU~d9hD9GBce8!No4dd`vj{Dw&=;U##%$`zI-&tE(Z!dxfx#I?wG`#};I+ zjUo=s^{&)){p73XFHoy@NDj4pk&xc2r6U*OkBvl!5vcV(?bk~}$7-}&Qo$t(Ni9a0D27Tpb17Ury%Hp8rpOF91fQXk7x@7^3jOnsx?daw!K}7u z(7vi@XCS8A*c>d#{TKA8Ta9EDhBmH46;ANP4pfeTMSJWCKO?U9Ca*9Y;gC<*u_n9NxD&r> zeIO?#L>mnOFnqvYAO!7Pf4$hlxuDv_!maJfEASw)w5bX}FC7BbtbB3 zQd?$&W&TyuBZv2dU~uf$bfS7HhI@e*4MlNed9;M}Z4}~I*KY1iW&?K`h?(vXlaa(F z;?$k6REA7H%Wp3eU;6=EivzPfj2$lLO(EM;S1 zQmjaMFJGgQ@yWbeRBYT={ft+=Q;4MimE+*U4$`5)_}b<;LdZE+si8ehjVD1~9P7gv_q4o|&v8UIM-u0t)$F8=X5gtt^u%SHU+e2UhRecC zDMq9evLu^BBHV46z}yr0OHgiUu#hKQs4I>NLQ8k0>zGW6nqv_uU^Oj}JaY%*CB zC1SV^C6^yTyEFtDcxd{^uEY!O?q(m;msOIbc51Ek!D8p~DR?iD9?NMB7VQ)9Tsx~L z)`kSC^`($CNv7iIHPeh-Yns~ULBvVYop3>XjnCI zi~xkJP9fQq20XSzAQ$TIbw)SYkh!{7TVX1XdP&0t5TJk*$lWHu(x|_h&p>mBXayI} zlwe-sjypPs{1p#UrXoDcUPot_D(MP6BN*7Oi|~WdEs60L$eeu3rv!$&>RH zNgWc12Cbh{)fz$Y4&lO)gUcB}4lz_}*9wU7^?ewt%QS{oL2!pi=lkJ%CpUVz7MhlB z)%9HD3taXmx;hCe2~!;|CTyc#lCsSUX1UU}u0NM`*9R08!{WSR4TiSL=7!~UK)u=; z=MFj35o`Kf=x4;>Kapp6nsgz=^Lkz)sAG5Iz$pn}%v!nQ33{_0d%6i2lpBx>!$3*s zDBqeafnODlNFihKS~8i(Ucj?EP< zBD!AC0j6vyBo=T(J+8SfQG9J-N@#yKRl4*uTllI9n`V`W? zLxE~s><{fG2I`Lt zoW5W7bh4+9lU3#WVw}nltJPtY+)Ub`7ir*I8~ghG4eJ|77Pa~vR`Gzy2JV$7TQveo z$}nmIe2Wy?c@8{6-I}_Et6lgvl@F6PA>a~oSjKh+`gu_eVVxDYMO(cE@h7rC=fG1&qk651_9VEMI)q^)4vQ;}QZhfL_AHh?d; z3ybN-Xm6$Dc^6z#An>=dE)SG#Z0bYua_Iu{pSpj*6@?xr1&n6oU zD){kSNAk+h5lET2W=djZOvFL4eQNu9<&|4(TuVxL?+gN4RLp5&v5@sSz&CZknb6M` zTF{6{11enV(gF}Ha(E(@agJ{=hb zeKip+ktV>C;(>IwqPnl77Ex;H8%ITgY%v7~=oFfsW3c!7#4I`Tw%+Q0i?*UPN%xxz z)P9ty>m02}AzOQ?Q+Wxob3d}X1HJfr0LSihg!my%NU8h|XzO0?;=};9CVBYk-SP~X zE8lGtrm?=`mNY&i^F3Ou<7{pqy4w<|J-FL0JaI5!VtZI{L~Ho1_!6O?%3Co|&q4%6 z%bAA;q&5}6P-NrQ6K7zifj{HFA+|u!IK2YT+ZH5GGIoPh9oA1w+fEAB8$ihLEJ^4U zG$AKQ2zI^j7c+ruvR{@rb@?Z{k+i1#+r;Nha0ii_L|F(F#3!8t5F zB5$fT*F3N@t`aIqK7g+%(H>{5gey+1!m7mFM@q_0&(Z7wO;tCg0Clw=)_34JfMNU4 zgx72Dn@UV81Kca?SYtAP=R{&EoF41G%hF8_)T5wU4t(`iO4*J>+U|_c zULuI?8D;S_O43wv%}MHHG@nqUt?^IiMLAk9lo6G0 z;+OSd1NjAmD)eU%I=zM=P0{boYK@(oCXMAW5X>AMBz6rrcJgQ2zd}j|@Q_rY#d4%1 zRk8)MATkz*2I33|$~5-$1jso$0d z(~OPcYcj;#GQDLcZYwVZv%0XC#+695&NR4eY`|-~oM-7fT&RI+Eqo+OX-?@;FF`(8 z^9^I~37*PZ5wQBM{%bvH387bhvscR)yn|>YTkI2Nl?zbFKOmyXccV+dwb$%X&7S^@ zWklr`$g$#(j)#E5kGe~?fC^PBdB`XtkASSKn5;p|>p?-Z?yeZw6lf(7r3wz~1uLVe z_v?%=%V9}1Q5qTAoU7|0b9X;v^@zXRv;N1L_gt zQWZxva3672|4vjt0XOE;d=Udlh*-QEqrNE~1(C0Si`0zlhaFo_{emRC{GVFxyc--k z%SbftGc(D2juLS2k3otcZI+rX>%R0vIQt5>&m6KUiJxuj?i75s)JrhDg02+Cd!U<< zg{>gY(&8cyV_WFoSCx3VLI~6JhXu?`ZrXkmct4$Bu|!d~D{TI;3N=^^7`??5LTSE4GeRM(kDSU?Xs25SUF z@vA2QU@Lv;_x;pzoNNq~U=w|nUUuMX#g>_B@d)@@D`LQOE7MrLVsAb7BO&PtrP++@ zVTFCQMY&^nd@~tE{#jkEeAwXP3w^CpB@oDsT5s8%Y*f<pNc^yl~5?(@`1&1vpElTI&P_zhf0Sy9b9XFXnvhpkb zi$i(@fAy$A!I~JA_HRoIgFuw@JWiDsPAKaFn0P5CDGTf$D zrQ|_{AQ$w}ekuh?%^ek6(gj6HbMFX*(F2sE3YLg%K9_oIh>_Yn0dTnB;2`&iVtQduhtqxl`dtFWLNtw&a@@1rDJDj?7;`6o+HHB$6 zDp>sFBR0@Yi?wVpAWtNxoodVEk-jqxGVCS{P~N!dOMw% z+q0ysUm$2GlRm8yUYD?%!9qli_ZD;==z~rmJ)Dq`#)EvjxJGdXiqdzFZ3O%a1){p4td|WBW z22bJ~y_61;Tao3W8YQNpZ!PS8dytZLn%ag`Jz6>4;hmvbt&m_M>xm_k2R%`%Am18s z`ge>7l>7%6K_31qMI=^sRn&wlxQR=)<0@pC=5UN9$$Q^Fwo)it1R0DF{LaPRD z$D;`h^LeSCW+@@{n*_yjO^m`x;k9IGvN~s&5F;d*yTMUnit$y3?ZLOCSzTq^7uh#l zqO*j>w-28xw?YJhe*Ixv66gd@w7fgc0-+mTumFP)tS;uXcR)jv$(??GDJdo~rRU1_ zCO4PR6sZJQcHiv*-rzG^n^x|4lIe@rE?Zi&K58u>{AH2*OunZv{11Im>Mw&+?#Nq6 z&&@4Frx5E3w8JafPRj_Im$VzHWFbyOSYu~agAyFf0=1c`u>)^yE4gE@Nq$h(iKtMk z2A^G#AqW$8Xpa%8o%DbG|2g%ZCd8jI55ve5H)o(TqMQCt$guLdVLgognY zX13xjaY_j(?YOamvo(r38`f=8KQrrF0<7esbAk`#bTZXNVP(X%_-JUj9S51Du$w5iK5xyHAoA2o4zK$ zjt7Im@jE*di#XX5Iy)4@JE^O}&`GBSN;|P2No~D8BLlWIB9hy?7hoeno>ydr99P!M z+Ga~sb{ejhmmq7++JPdB<`C7~8fV&(7LJOxHN#)lLJP`ik<&(Nx>+{~m`t-g2Z-Xe zMgWWdpfi)sn#QQYvuBG+kSa)zm&{!QrFD|#{?afQUez!2N`qv|^wX&ul>Rv*Gzti3RAU_q zFr{FC^I|ILmsPs?#wcX!N+W*_p`?(l%!Jj+sHgKk`&eX1evv>hksuxrIasHY*I1-s zK`i|SR!AEYwF7z|QL%}wwq8L6rv#xqQB(K|y$54S4{LU6$bCY>ApChJU%|TNk~&}R zVjU+@Vztg>)UoN|DqgA1uG&h96M%4vl#m6P6nrKGX_h*?J;^9lF%-4OEsF9J>4PM3SqfU2 zPI}vbVX#cpkqgRC9<`csBKD`CDu-K~lqXgkba)~U>onqMKz-Zj1cYeU2I}=*3gv1H z;V`4M9zvQbwV# zD1f>;fdQaI(P~h|rh}jE+_izVcDcPIa-hJqf@*=;lPV@|U$sXr^++^|4Y6gZb!n}# znv?r^l;cK7HE9XMYCIgnlkR08$jV}jHFxW^)c&rpwz$*F!WRZIOc{AD$o`PYINiu8 zk~$lRF`)({71(-doudT!7O3E#^dt%E9c2EbE&VCSU`_B=5&%dRfCrg%(oF+Uo-1(9 z_HIbF zo)8tM?W6vvu%mOWZXc3BS&#{KQA3tMW7qyw|f8N_VqfNFi+W@VYb zAe&ROr%NHH(5RTSmlOS|0KGE)iX zz)W1C$yN-hGrd|$`+u~NcC-1azYZJDLeRu=u_(J-D0CqPZPlEL5(N+_lf;}{=QN+u zMz*!03?YB$WwMR9kEXD}wt?aLfek4oL&o9YunR)q!?N3#NUeNMLqt619>Hy&W)g>{ z0>|PJH~|K#+7mm5s6s5F>_@x2)I8KB)ew*ONXmpEXceK!<({Dyp&=Ct0NFD3sP!R* z1di{D>3X6DTXQrmQm+w_B0UJ=o9;FU1Fa89TO=YT*b*vEoF>Q z(=*?{kap0Cqb=BCr^AQ|W7}`Z>W}&oTSH>HW7it;tf{4$E+1L->8^rbUn;vJ&%!8r z1CuI6C?Tc=Pevo97>?}k3@=u)_&WZ2hQN64NGu6&al~lvEYHH&SZkgi`rRxfGQI$rK z3+(+>CFHDNI}2od+vr@W7C=DN6HuF=l5@I~#jkp4@?3Ub=~v+@+qH*k$Yrq_iSU3} zMN%U-WK0{7iux?*WATITIz1qqBikx1`vUY-9Ur!bYA=xqcF3@uHP#gp<{c=Wj<4^g z6s!WNX=`%wL2!x6dNoT`&B_WyIIgT+o6`2`uV_Vc;}R@TP@PH&=ryp#Vi_DHO4#z0 ze>s`WrOu3Ou3D>gy%cu*u?PzxtB?S5rv*UTf_#CG*8nV2QASk-R#1!V}h;@NqMix<+>Vp0&g$o{698j>R|fNu0Th;j!8KG8U^(s!2+v^ zQ2z`#+8)8OVKstWY!_mNGs)EM0YP!xBbp$hBoUca;S`AjXqm$EtMMp2v%@)N1iQYW zU)mUJ*A-gm0=NouN#NUKECFdBk!%-aeU+G@1<*6c^%YSM&Qt!YWxP}SDSCkv*vJH@P^Fl1$GnHw z1bqEOr`HI|nkgMXcgj7$uCOS#z=~DB2`@J(Xw=|=Sy)(S{K&z0y>6H&685ijQULj_oJO*}dUXecwgeulMGA$`1O`)m(EMP2zztjyK+GbQ(#6G)g zBa-T8rZJM;bxw%!9h%klWsGhgcz;MB#)$@^N8@NTLSR&E0nN4>=wLTkKnGyogP{~z z?G`hE_p_G7K9MD>^iZV*G{VZQD&srGKoQVB-+Z&l(Y z2i?ZB4|oX|4TjLhC% z*@4YOh&T&*gadM_r^o!hG*^dT9q|droZZM+UVKs>)#lfq_j+yF26n4BxTwIwq@eg! zec)6MSRUx5;KCRyC8jH>aDN}k$(GDdy4yph=(%YCq)cl)Ew~?usI1-3QsLkb!MCDD z{m?-Ydx`!KhWe~Gf4rFcq6nbp^aw0 zRJmc;gT2X_%d3zR%*G9YI%{5W@n1)?NDt638Lx zwGbUjsrrIJYw9zg(oqMy0)<%sw5H;#J>%cA3WTv~kS_cD^S$V0lNUV`?5}IgHS8A&anKLmilO+PQVJh|Q zy43;oC+}^lwu-D+HOjL73L}v>dQ<&Sr~m{p`hk{|P?>X`NHB%LM3aJiqbJR(3b5q~ zr_LVzoPa#(9!C}t{3uCqQ7&?$M>5~WSqPkQr;%L1!E)kVqmt)sE(tE&?$TVZ2ta`r z&-CuC(LMv>osaZ;41r+^uI7VAXZ@U-*PPMDWPxEMLbXt*68@x}vZ?=wBIqlsm_tY* za_g7GVzWm~lu(IN>eL>tSUuFG%|zjz^oLbV#FC_2MNw}jw3AO4vT-*b5?*T>8$5~0 zjMb;Sm)m@8RG~+^5wD)qybFi%NdmNWtBLXkDBEqC)7)p+mR&%-4WcyuvB} z_%RE_z8$kbSQNfkKnf~)oQ%7CX+h$EFecK36*cckB}!GA#4p#IjB7NC038izFD9#> zEkLS<{Yme1lwNaN>_gZ6K&*`f?^S0DGFX|?ViOR0XS~+jv$&xj?J>P*SNR#s|1Is{ zN!?$1!e)>1*%aSfGe4WW!U&{N6J9-uD!N!yVHsd7z(IG1^RNT(v`-=zE_Tk?spVlR zjPMCBV+x`s`-lQ~pC!>@@I@)hY92!6`1z0sp~AnNDu$aK8e(@%L_MxrEh}Xk7g>3t z!fd2WkFP2Z)Z0eFJCa$~K?h!Ec1hOB7Y6JK9|-kX<%+6HMFlWt5PU?%#(IU(TxPLO zcZ^kmJL#fW!`WaES^i}UJJEy&v1n#1BEc+?rD?-*N|<+kNe9WGty*+Q-RAKs`7fx6 z0k*7&f*6D0N&~m7dlIGkd&tgA!Rpf z!5P1!N>Rh-8-yj~F2~ozSadR+dR!jD6m+NAXA=C+vvvI1fqnu+EXvTvfeBrjO3>sN zfZO;fmX5bnOf@!bLj{v;!1zsNf;uN9UJ&OAeH2Rwv9*BSam^K)ARLK)S61O5CLx}?D4?F?_HLsmpHnUOJ4GU| zvQoqY&I2l;!JCzXIV>mF_R0A~HOtLJgpP(_l?EId3fV1TDe;8)p&YxTqmWXh@Bi|%$8QndO z(oU5K-|Za;B7x=t$*u@MQyE}`4TMDq(#}KlZv%6|TenJqqA2k|1!(oxrZ0lpS;43z2$qE&=xcp! zVH2XIuS0S%B?p))DGxeoSL^pCgZOgTS;tw+seon6Z6e*FI;qIoDMSdRgeK{fs?~r7 zMvrMVMPWf@#i$~Rcf?g2WUdht-q+U-IR;$tQCh15#ecmPBbE2tr9eAXYXmBkh9VEV zy^UD{o&a1``FUBrRit&Y>26o=&=lx1H7HKENMuLG+b@umFBWNOTp`#szkJ&&F`jOk%KSecUjk#=p0aZ8IX&BFfrcEwN z>zC@RFw3owt2$bURnyZ}SkG_!=tDrjK;&F)P8Co5RsXJVz%#=1Is$05+vY6 z=z&nP*Y>;$)E^};tBETaddJ_&HS&E*w8UiOqNCH2-Opf9Q3ma%SFNyyS?5FOqI)zY zf&f(T;4qZQg-uQV?bz+idjSZuOE`-f53nAZ#3~sf% zOT^kLa!B(Clkc{NJz7H7x&hDKjACJ$n{KWC9@~YV{<2G7qA_v{C(~;7SPgiMSudo& zN=A8PP4J)M>z*QklJXJg-UsIuL4apD-Ayw&BOMv4C-8=#l`Up~c4L!liT$`2Wo-fc z-%-0zMop{ur5>k23v~7x;9fFS`7d)9?c%!QduUI{(M(c8rk2Q5)FeThll01N5Ff=a zOavKBQJh5mr_khGHS>Ps*|uBXr1}rV73$%o{MGJ>IWG8XGw~{d;RqWkDEPl<6UCU} zXa5W`pBI$eJ#v+?Rri&g{8C(Zi~#slDamjvRz6Wv{;t&4IhWQdNElq8VWN?{XjJIb znT4u7QR8NJh$Dy!M?R^J;pNGJlw%zuQC3Cfi{e0fSZt2m)XJl^Ra6eOECUcy8$#2i zoJCj}SgMLRBUPn&!!qrc7^>xc$IyY7AntBB{WfO_h>n-K9%SBB3`rov1axK6I6+&= z6C39ow!PL*KhlFYxPCSkj|S-H-?(V4!cIkd)&U0XU1`-hpWyB&0R!efO-rT;uehSS zb*NFGK!ZT%IyPXmDwO|C`f|IT?le;VU2cC9|1C;_w80BqE~wtZ?|kS zi$w@0jTzWLJXBEx(tNx&xGGM@)O-_1yKzERN!(gZmNf@JNz*~K5N4q6Td7leumDi4 zPW8tew`G-hnTjSdz2f?~=-rZNAT+n3FJLS#*2q~4OO}asQC+`n z4FSBW*P*AsMpeTN7U!fsx%wJXO+$=mnOR2!m@uAf9+Pi3`pfBo@ ztSGH*U{x-!qLQpl-|>wRASz2Q5bV34%k6Z4k2p9fBRlKZctE@e5or(l#`EH~6K(mU z%Kfd6&rL{*EI0c7;2Ji>`l!y6@tA5+1d4IEb(J0e2l)<+{KX;#n+jfITAdJYEmcVY zX^1|n7sI|{`D%^`KrF>ze8Z|k1guj_&imN33lX?gFQmupGJ$mHtHCp?asj z^hz_<&16069bO`J7IlUS=wV;(?iwQEvnkuFo-MSstTYFzS&bucRKVm5=UaTDbv}TmTwuGV>j((w zUNtO~Llt%4XrE7RxAh4L41*xFRENJ8wiJ~u570^GNl{s`y3Sq&hSm8laG44)oKB$f zs}^FvwaZU70}AGetr(%%SLQ;QUZaG^A63Tdu{m9J6+-*cFcSlI63P;*3R2xWc`9p;W8;lz+oHRgT|#-nQEz16_v8Z-4=G-5*g z+OMQtMJJB%hKLmF;dB=lxSL^ZR~G1{^ogc{kMx>M<90qo5VG_Z#OCpFRfr)?i)8CSivdCOdb_g2M_rLekc(P}7hxg%q2EVGJKYjNhPe(Fcew*n zM*t*L%sFHVbC})IZMdBQz2rW}q^t^1_ZJd$8jo@jo40+9D1XT_OmqjwrTJPt7ztUm zkM1g=LYXTEnN2vcR;2(37;UjmOXd=rQO@;*#x{0$F7qO!Vc?Dk^sH(o4Ktw^eIX=w z<)fXDAbM&(l2%;NA}d*hMKu;rtqe%J(9Wc~HLc{KyMzL;=p?YO5^F?CrxLLDFtj$m z_^rc!olwjSS<(XP0Za0kJgga1rk}j3%Tpz52F4vgDt0>Jkz=fW4c%aLd&etrru|zZ zg$a*D`F>tXWD1ThdrX75G820jZFqGZ`Hlt2@+Pc5|D{VEhXyiWSCDB>y(##t-)I8bwnYw6-5AV*+F!ayz)_qG&ye) z{z3wS5^q9S_F@EFrM0=6yJ^@Gu3CGlu$5JB$}}1y9Sb}<(x8}SfHf_qG#F@$LQytu z^Ee3RQ17sv!~;$y8%V@5X8@Lfq8{y#!@r@y6uZ!{LNYuJFw{B zCRl<1U9>n%#teE~e43Xvm1^wT2rQ*$TV*;L*huBh(`I=tHo^6jakAM-*sXX;R86*aw_qvOPxZ!;OcyWX-zb30{)-=61B@a!L*|? z8UwNzC~;O4Vhf`Uy;qkdaNK8!1u`Xsv5!!Yobs899VfsLAF@NnHGhQ~xMs&)x?*do zsMm+WB44|$C5~_^PI#s#oipH7PZbZbEry}=M@7=6k>#&xpc5*S=$Cu81!Fq3(FJOa z)+2=zk6hAiSSc=~4b?GBcv_j{&oe7T9eY(KF=;IdOkJ>(sN^rFb|H70*MUN8Ttr6f z4zbjLV^kdBl!`R4%mf3aYu6agWOa{)HSAhKV734+AVM?CapcFWQ9>s|tii?+Et%%1 zf?1;yStCGf%aaDKTp~P;(|8N(qSX!=-aD(2(x0q>y4ZK`@H;~%TtsM|mvjqPwMLT9 z*2RJ>473G9tdZ$Zn`}Yuhui*wpX`fu<0CF+4yg|W2`HD*IHf9&ChVlUiR>I~<5|6g zD=JmaT@Oq{w{R~JqFhYt(I5NiBy-f~vPL_B80%$$YdRgg75cuaS)kXX7`NgBSLmqu z8+y~)tq}3BVZFn$?$Ao!2(Sb|F&9|*v&up2*Ugy40nMZ0W-+vw3F~&3ETtYQDO4q? zj0Rx>e;}QtP4QLej8!ew7JH#XtT9W++d{cS=@?FS#ky)?B2%)oWLzO`u-wSd6A1+q zC7-|*E}meEnqYJAC$uTvxquZ*!%#x35E$f(@b%(0nsVbpNu<+wg?c2PP*EG+-8s1i zYx2Z|a$6@a0>29XS;O?5g0};J4nr*{ED)7u7MO{*Jg=Hl^wcg&&j}8nWn~4HBBpov zpe(7Dfu`eqSV0?;q}16`2iLHw%8GU|pUL1)1mQyob$bVQI&+iUe#%S3jt!Cp(q%a6j2%(MN@F)}6T z74hrbK~Xb9D-9+5^0YuzE*>f3sdw^|yeX1| zTib$wbY<`X{Uk>htIR+3F@3Le5W|`*v4jm_79p9CfyKiTrKORfWRG8X)5!4x)Q2E!*ke?z;&RA_n6Q+`!Br@5hxRLFxhUS8k z5Tl5Qv(`z;)%28w&GnK20;FDR^yRTQmxtJ&rk8rUJ6*e-%jD@A0#Kp+TuoaN$-E@8 zGSl3vAp@-_qkCJPfZNbn8wMxfFmXt{#j&p+AOwBY zWptQ~5x;%^4e#k4F$9iwKr8ReBvZks)W3+TKO!_(nvLXi28tMWhvD>tkfluJVpgdp zu%ytIv{mZyh>gJJ)yS;t)vz<4*G__JFf=dQCqzP#ShF^#Fk}lUUYrGlJ#zOF^wW^m z?Zxf3CdwK{G(xe!d6K+q%!V#4D=&5B`YxKfaU@EmgV@F3g_IcGEB^OgGaynDi&Pd` z-o|P#aWS;2Su)>qjwEFS240g7!y9peFjsV_nq)ztPN?V%b$OX)Pj64cQnGQiggY=eY^*jifz z#&`vK5#8pd!^Bv_3gT|hN_7F!F5$Ef06z=i;4i}CpO^G zaeJiU=p~L(fokA1u&P<`0|>FB-xtp&mswfEiRvp*WmByVVWA74l2{m&+&L5YcZD_T z%QS>T=S1_2t}hX6I+e_+QAjB*h$Siy=es=!(WRUqE6C+iL6>Z}|SniTMN*}tA!tRvfEb^kw+ zZ_G|OS|d5SkW&-ZK@tr<9jpeYT^Qj>EHWiY$EZW;Y+()%%k6q{5Vp#6M@b?e`mh5y z-tSx&mNYLxA)p|@(j;z>j5G8S5JCb=@PZrGpMll51Eq9Sv@BVokt@yac@JbGAKOC`x!<@BrfOC5dgGbN`^BnCsw2dH zDOf0rX%w>}w#9(%Gzk$PO(z;eKc5=4;$;0SMP#=}rCshh3dYEhX^}aM5TKQI9qusd zfDTv)$U3K-v3$o1f`tC=+R!C)7wt^w;hJz)OyQK+0@Wr6832HWjcDXVD-zOi!*hP( z8fM-1uj}0%#``H_;^3_g;NEMKMI6!7u-z!Ugt>)YPfhqoi2{aeX-N&Nq7-f)&H~xzGyPPG(|0LLO~t5FZtw;SmQX5wY(=5*kTYaMZU$>moo_Y$oF6;V=$oE=k1 zWJc`543&KFjuaG4s8F)snKu0gkvdUV6CiB)(4mrM62JM5EvUO%!U7dDO{&GaotRc{ zUGoJ1)->a=iI~13(U3S93z4c{A$LLD0hu7aLqfyo1DTszybHgwS>SG`pbUN!Wf+$C=d%0u`kw0m@4I(UJF1aEe?dNQt7f!9w2HYVrb?~ zG|6efB^hh~8A!%;M31*Q>ITARB~T}CMbkDc7DWxU$a8a(1eX#uA1RZ0SCSDX)pFph zRL7EJii#u3Ds9Z>?+jDzf(D6y-f>ntzt5jC>oy0E#irsfGft`|6 zSloX6=|&f6w2fmAR(d_y0!eJLvOo(pRB@092@&L#_tuG!=u^RxoNd1x7SJ_L^^!ZNHI^x~SP8GJK_?ygNmje=|q~(a9>J_C%TgOk>k3{J` z7XbyEaZ8m>Kkk>T0U!BalZ|j#jP~nE*vxyXjI%W8l;0Sz?#gN|Zcx#XPkN9aXPw$(8UfJw}tELcdirI`Em;vB}dWZKxK_3!H^t=up{OCTjU5* zhz}wJh?fLl?F`Kd=|+8q%3VJrg<(@?Pl35~g~{l{&bIA{x=@?d zO_9i*kMJ9VOAK4Hv1ANSb{V&S_=)m}X{?&3j;EqhNLF_p$%JIl20-C8vLy=%MB*&5 zLGw(rPS!{pG^CkZ5;yr$9Uq#WsRYEN`(bP$*FtCACm}gdBuo z7HRTMu}o7-NMeUsqa^Wf1@*KAPq7CoNCdnVMeL;K@-y=9V#91GW2J())2{8dqP0nVdzRKD+IhTgXtAEkNM2ig)uEUh2P~Y3}UZ%x(kCYK-mU`0$d=D z70rw_4wL%USg9iH!J05nF!V~e5-C(KpwuUs1b5dy}3u8zq{Aps%zm3e8+ zDuLFNet{xcI(+C+I}_O8U?Kp6qHI!Wm*V#G{@fGn2Y`_P}3+0N!LQeINZ)arGlszhkJWq`cG ztbhkZ>=B@o6*dDFD?Rgfy$!kp8z@v5#m242x4<5&8Hm6jAUXy#%iW9+HVln2{rglz zj9a$V=L~tP|5TG5VW*}&sk34bV|M_$sL==8DF|sHm}gx+RB0zsBv-$n*C;9x|6TiP z>!}A(qk&V%|90OJbxz1ZADy|Qa?z&lkjjf~xMu#2FIGPn|3IqFaC-Fp<^oa2-<|u( zf97CmN=>$P)KH|shENO^iuO@~QzUuT&t6g0Nj&T5uoTFEt`*$a*oYV~ZLqB?{-h^T za>jM_t(5BIIQYPfhKa<|0f4l=L=wCp5Uz%UWv#CMt&K|=mQR9GQl-67uhA2BGKuxl zChHHelnUOOk)xfgi$s6QUnXRG3M<8_X#-6;kcW;v#24sfJs^5O%q^lv8u0K{*HTJk zLM@i(A&WK<@2cn^m|8anc1m1)DGW4}_ehSWLphp#F6?ZP2C_Gmy8p@aVpe7py`8Pb z_+ZoDR&WzJA~7DGRu;Ve)8TE1N-@ zcu72J=1|%uZYxYy8=Yz6^}S;<1ViqdVrmxLrC+pNCgRr?UePlE0jKoaC_)CG;y<`Y#b<9vAwNHx~Dpm}k%-R^3 z**i6El=cuHOy0AHFhVJ$T(ius}@WoOZXdA|pu!W*XWE@{ji8@WPO8ngu>qc!6Q zDAyh;nZ_ICGY!X@NuInYZW3VhA_+Dx)|{z+2MgZ88t6_!g;czVeOZVR1g#>k=IYBs zClM9?WRlS8D^Xhp%K8qF%vJVV^@1^QtLQ|Bb=Y7>8j4z!C&UW`FnGIQQ3hL&7l#)@ z(yW@a;}{04kDcU*&sNmWgay*|JiKD-R1rIiG}f7$>uh1CYALU6dhsho zA!l{)_`u7e+_#W+fKwL^3`0_d+Z`=Pf+}n&!)@D#Ry(O2-hxtGsCfYkcV;U>c6F-Q zvHoa;Zf9S=4;)mSthr2ROM40vBvf$1#GKei z02PDQs%NxewDt@nS?ks%hcKxfTDNFTKo$1rOpFUpNN`Y5iI529^(992QuPc7h)voB zNh%QhInugfs$8>k$aMd1aqoL;OGm*aJKeZ@fuZ@FEWs$AbaJfXG&1FG}%iIWStk2Ps13g@U zTA|a4Z-Szm4h%2AQ>>^K4t7;4SA@Vj8=eEja}72*Ue(&>#fkhO3JgCz0o`jJktP^; zs?8Tl1U@GB4t`S~SdrZ^`(h=P=RTa5QhSZNhE9DHP*&omedL@WOFMwXq4q}#_yhG- zju2Dag!NmaZ+MPfYTsMHJ6x)oL+6P!kvQzB3DlhnpNZ2N^B5)ZqWxU`3W))}%%U#z zFd}7tWcAJ~A(Rz*;*TYkSTh~*H;ejACb1T_f0y+Ha;)9L?+65bVgZprW&5~Gv9)*D zm=xW0WVjD{s=D~yKAJ6hON|H(M35tjY{d<)YgH{Lx>O-3T>HQuylxwaAb|)zg{NTz zQJplggUc&BgHUYC)Y{;sx+gNB=u&apTV!bq=u>x~NLUkI_IJ#LQE0;37Z{q+gnNh7 zJ`-Hfw;}-Ayq|Rq94t9XM`^Yp1SJL~V9lfR7EcbKZcCWyMG9t=6=qs0RnLe^p~E9+ z$VQV@IFTa{P*-bPNq0ClO7=5{0JO3HeSjHztmG0vOc{A}3M7EAhdjUTJCu~`QrR|T z*U<+@b}`EC_^_Yy;HD&G3|zlhq}oD9!xhZ}uh6VjrBVS+guo7=RYIC$_@Wx{n8^$E zsykQ^5`$t)y)pzdWSO~x#FT-y(^jr=!^fOYqLFuIqpLVUT4qzRN`+A@9mZNQ^Ulp7 zxUE1(Vdbr27F4TAsDK<;X(Zi5eavlRq6IEi#$^sw3Sv-Gb&MaHAM%}ovd7ru%EpMa z%PaNB(c^w~PI9IG3a|P;qoL8n9vKEVC1lSGPC{EcJXE{)NcTm!+Dd)GSsOFbDF`Z0 z){_7yc2&MozM{llg1rEzEEeqTu6AWLd@oI0Sxa3z5n{g^+25gAD@M*JB4+LmuSXG*JtYuh~X;l34ZiwjS}Kcm$P{{q>qTUJk0cvtW@`1;rWkjRdAcXKpV* zWzmJ7@;%2NLjcJxUb08Z%4)o`4s(ytpoxHVr@N4#N<>CbN2IQvOusFSpr~+TqeNJ% zh6zQ30EjJP)EZYdkBX+`cw66xEs!0=J*hx^b}35oQARUb#Y_o~Z$!$38y$fmI;Eqf z>+A*Hg_;a5_^i2loos`s74*%&9pGXUqQMbu<5s=2bWBn~Md+Bf8y6h0fnxJ%XuF@p zSa(@oDRJ@AXugz3K%zxBy?j95%-&BM;_*h(9I;J;#$&CmWsm zA0&rRfc%msau%fZ?MZ;?K)%@GYNXkcvDI8nE+unTz7_kzv{FGrOpORpb9X6*EFFF$ zCK9j^P9C+hHhy)Dd_OfS^}u`&+42s5B+Z&f5D<{fDfK9MF$q!!qp`f?PvtoQ1iLM& zC=r74+%8#oGj`RM!}UhM-NHhs%eIuiWM0@mq@qre;*%VYGMdd1Pu&7R zRm-U>n$osI4NOAJ++-r1Q+Xnx*^-1Afgvgp@)f$W70Px&*8gtk3SNK#PA%&$?;#QD zO!5)kQ<~lWskGe{mKR-RyJ7`O(^R}!!0DOLH{2$N?rvGFRe1zCt<*ae*!2Xv1Hzoe zi3mY7EJEaU)EaWr3W5;h)sFI+J!fTUh^Ka44wA$PFba-tBSNA}J@}RylZuVRah1{J z68ufVi^7Dp!bNCX%)(nxfcRP_b{!*CKJ^k{t)1U0Tnmk_iA;y#f)s+bY>AAO&q0~sZ_8;)poZg zYPvfC%!x7`Ht%%XB@HA#22QZ*7BInL(a&(NP)#)K2wN`1 zy(Bo9Cd>gi0g(xOL)8ir!hSLVS>cUSWhWoDWTW+W zP2%EVDFp2^Ss0i9FE$mpJBAlbW|^$OE*J(OL1Vg$iRy$`9H#+psJOXW&J?Ka_92}7 zC2woPd97-;uSRr+_x$)$NIJwC z7Yhp6t3tn-I^2qZ5UkR>kk zX79|Qcdv#_@}*!lTlGx8N~)qb`|yThucMbrsu{xzQVg;%TG0d1W+o~?U#YXb*D>H8 zh{yBgAi38v>W-p-Yt5+|WhHu@{9Bz}GOl_R^=aM)LfdEqyI{?+IfHa~S#BaBH0t6U zja9I+(Ygtzv3RAUyS0i3SFF^12wqEBZTlcyN=!K*v5PZhLXM^wuv5W`eaUSbi{Eq5 zb@h|jf@tojX(2C(29e)|NUKP^)|~RQo~d0_pGG6;b1q6#u$q1VtHI5TL?%q8%kBa@ zv++*?S0Qyh!wQtmXR?YLUgU%;l52R#?ksD*G=3#Ha7mk~ z>M9f4^>bP#HI5Vl4T!-g)MSy3EisB%BCpf~fQnvzt#}c_3_gsCSUcVATH6l%skG|q z;8zHV2_InVy8ee^Zp}X({+#(XZ7S^noWf=A-Of>Jy(v9W;K6ZI2fWpUk|4M|Gsv4Jkv>Sb(KplM&pvh;b+L_+K! z!DD;}D2U3A6I$Rp*YH(GMbLq1PRaXOVbUHsKa}N_6dNGo%fI_&Al=ogbdg@}7&W~i ze$*%6c6macp%xK$LT~D`>eDe%^*)WU{;f=`KVePXH@MT6&M`zol$B;MKdO^ltvn*$ zM-o4gjdhT5ji)`*Wg-PTzns{tVP z6w8+qB-}Bpl?@EQK_vk~=yGSLkSX0zf_P6LibE+gcA%nP>$2lu%OUA)=WK!i5@+B| zL~OR2yJb=_Apkd9%&Fg`h7kOtv&sqWD{x6!jy&BNgL>kjM#@GaDJxdF&r`3fLs(G_ zrSL(7G*Jn=l)gLSap{e9G9Ox;G>l5n9T{xZ>Qb+zPa1K(i703Av9UM^j<;9Ks!2^5XGrFRDy_2R99nw zYQ%b=sZKP-W61-fb#izg)m&$y+Rf`~Q_mvRdI>5142R=4`{1)0L*=8+xmcM}lzIf2 zXZXReDG261?zTS37$K9!y2qB(31j7ufD*->q+rKd8+zEa(6xxKD1bM}U(6Sl2DcibTXkw(*XCb~NDqjKfOw%2&%3^Yx_NVbYo!5dq3Ogq!f%a)ac3w9 z6xh}i1Hl>(k{tNlipn=7NzuRDTF&n>1FcPhp4)2d)?p%v=^>USiEJOARYKgV(Sl)i z4s-bq{;h+smVO12d`r(r*GoSPH(C;>Vk5$``&Lw0S$`Unu=g@~=`k9zU4ZiuU?-v1 zS5lX6jmWk0%8oA-7*QvJ#5b6%D;>ZVsv&jpYSp%vtLG0rS42NF4lL+L|?+($Ad za-*IIfa755&;LlEfs};p;;EV`ovU$mO`M8w)A<{cnJ+9&EYb}y3{|bLD`3Jv0kb+y zyd#ntOL1xbD)Bjg?dl)C&pO!2!^pf2>o(5sh)TMqNUW)ciad;IZEWz>Kfc5-9;Y|+ zbK8P%&ql#)^&PcjqFgNKZPJ(F+h{ zVm|!Cf{4~-fT0Ro=UmfJXgDDj(z@#AtwIq0DF9pMGEhjI+ktn!g2RWw39B0aux}L>*Xw; zc}O6Yoq=4yU_t)zXAIZDKF|7~8{GOrb%qe}eJ!QP>W+8mB#U+a#E_6@WjnT8ji_BP zUAgN3GHOwSuZo>KpCZSmIJU>8!Vra^O#S2FZbQft;z`8UsX@!V)@2SWAOk{e^NV5@ zq_3%uPO}-U9vtjMI|$l7Xij+Vyd}u?2s;_2MM?r2#|4XYYw57wdk+!zNvNtR_HQy; zTD>5?rS@#*Ax6}-uRQNIMh}Sq*nkLY_UC<+ybz)AVhwvrnO#3UM;T&}Evr|{%2x1i zyVV4Swj9s)PfcbLgf3+26Y9cw#*te}x0%3DvZn)0l< zv|6?gt7ls_N$QMD0V*Rwww=5N7f~kLlgB=tN0jVxAi>5irp?&2^$xBKf9IPhTE3%V zg`fi7qE$aKY2DMBu!|QAMgN!T=a8J1Hp29lS_?&~yJ~=P6P=1!oFi#=Btg!iK_5sy zvW2Rb!-hO*wr`vk_|-W%3<05jL|qLwYoybvY`DxP9qmC{2SV{etz^Hp^t;|eWssyH zkEP2{k~lPVnYBHr#=66=xa*bnX%UBJU0WRmD>jiOCV zr>mGC%1P);gd8u8D2Cx)BM*A3Yr4{s;k5uH8^p<~!5$lFln4ee-dPJnU4wx)96Pno zey)aNS%8@qV!Rq)+yb+QXjH+4G7dcr#AZhdi)a4_0Qy9(AX8L;60iAkMqJA_^oC4h zeW;dNfifWLl`=J43vN#TXl4#fFf%?aQC$VA1S+VILyKJsy#fgFTs?%f4Z&1;ZB(gD zZfuaPK`4Tg%5;bMsVVSnTbvl6h(3s9H?@l#!S2KkWQ%5&U7|Cy)F-5bTeUpoe2Q2$w1i6t2^aQ|K;!tOI^}XrtZpyjBWWwu6e0 zNBI`>L4BwW}y&PePVy;4W${!k*!bgfIa|^QG^M>*aJ=Jvq9iG8rZ`O zXjo`bYxkQX)KwsX{y~;PnqetPuBdG%9toQy3Z;b<%Uzj}E~(b=OoY10T3bX3-11m( z@G>GZp|0U%77+sU-YR0(LuMLt$B7~^YEXq$i7h=w(i%zCYL?RJ;k6!R$>N&<5qd~7 zSG+HP1Y_SW@kyeqt1MC`T(>RoF%G{fN0_7)62XP6YIfu*pNhDon?yPRr9jX|^BVRN zAq|7KY*DK5j_lS)E@b%#1PD8@oedE+p2mbsPB*YwC#slO{8#>tE8AxMFRC$xYuS7w zVXKHuqK?b0+>%4(zoA!f)&aClbKYb)(^CjeunCanM-&~zf+KpWr_lVRR-{#rv0q$D zsZ$Zs1Bq(kxmhShX9lGD&7REfXkZpus?YLGN2WvC;ibeX-KTyu4pvQcjV48}>y@T7 zeUg+KVlu(8Hi96iFlXwD)Cqh5BLtPigmfnIT2%sUcU{dwtqCYeanI>Uh=Dm9ZolaDzIe&%c^{pD#GA(;8yrx{JuVR)F(ZqJ%xH&^x>?JiDCA8oVm?;^Gy% z!-umQS{DRlQ7cx`N>Yq%S*H4}W37y1`wV8PI0wY3=n9&?Ks_^OP%$8#+R3#&x`bt_ zdY-b$Hio?R`^Q>B%9w$GjPBuNPPsUj;5xcw+4A^US*j7$aw;iY_7*VSf6b?Rpbv56unmUxE5j@vYB6QA{p#V%f@^ZOnI3KSff z30Ew9v0Ig9{xIYss$-#j+P%U)!IY?iL{NO3Y^z0vPEd^8H0&`39Y9Xk&s6VlW4M$y zm@dvSj#P`(Nr7}>b|l1UZXXD!iAGk*>1fF{2?MjepyjdJhW^jo5tB=Ow1%{D4zepR zU5oe_7a(I>B*l~1X>Ln%fHn809gWV&JZ*g#3RLedc>{%fNe4bZtvnP?E4&MEG&1f)716h^fS=0cw8(w5}Oa&tzk zAr4B1;(XCz8fNW4R3IhBfhr!W#IJZ-lO=9v(PjKTfON;A(xYXWvrQyMeZU~~{2GR7 z>Oq(jjY%XMm^xEQ@h-6$UgX)7Z{m!D`b46>Z6rh}TxOCIJY5+*@HhrI!`~Rz9g?&~!~~JC-2h-V%sc{2GSL zdVNU?lxb=?7k}Fft469YC3o2`_hA{eE(Ya;1~0}`pR^w6?R;GQQqhU_tzQsnfY)V_ zC2G)U-m!^IF6a=AO8KnBw^poyWmSCw8Tk;gz*hZWJV4a&2H2<7JFk!p>YrK6x`Nfl zG8fz_YhN3I3hjg|Hj=<^(X6_iRBW7f!H!+RU&j}�Z;mp{=E3*^hPzffA((4%S$eB&x1y93~^!VhelQCrUS902%Lb z8(XXLE2xA^ou#>~uRNeRMZS{GBlM*5aiyaEQ~tqaEI}%yt+u>cS>_c1yzdh~PkbZ^ zEqkHZtp%xHF0&kWbfh_kRkrILUvEZ6=t8ZODuja}F@UiVet=%>peLkoUE;n-p){}~ zG3Vo5lkbq{+D;YE7nuq3)tu<+q-hQQ&c_(Fayx6)Qxx+_aDaF<@V@Tt&`tVa-Qicm zkHYPAm^!e?S_C|dlBu#zs|}@&0xu6)JWY|Ei_L1KYMw=FCjkI%@S)~jdbKaquSnylkYTf~Lsvdtgn{S{_p1sx-L zg}$>>$=Z=6xJGt-OdT65A~O(k#AFm!--$@&Cnx9H^ zXkD>ae-v%R?p8k5#6Qr$K9!HXRVBnA%7BFVg>o_hs`%MzTeBk34{g1waayfJ*zjGD zo$MgCgix7*1+GLxPRI@a!$UV@?2H3(8N10L3D~$^E~*}f2>fX_mpr*jHK_4o^qwJm zx^*MJaY=BPn^hM%v7@X}YZVJ|k$)>v{9pU9KZ{&?BK>AYbrEKpDzz;N&?W68d<%rH zj#D}@l!Eq;8`h(dnV>Q99nh9N@wgfQdG%g^^G0^8xzvhaistP)1usrMvblzW_@^TQ zjawxU41q(T`Em~|Vb!YGD)#NZ0PWThxOAb6IRrYdp^7df6m;H()Oa(x$%f8kFen7o zX)~4Z*3qeh!_lwh7rH29T$`Od1j$KoER+??yp%`%3Tp&PGG<=vKDCmG6U~1W7#72p z93XEi>Uz)8V3Rn$;Qu;v;e@i2bIMJIh#J2(~il$~`E?9B9C+@W*{q~(%$ z$X+6`*9ER($GXXZ>r_j3R)bWd2`x3aA>3eL6h>=O41uMdeSM3&=7zy6u3RC$YIJ~P zr9qWlaWhlbDeJhE5d?dQOX?R>`-X(=SaSi((0xHpgM_|bMB+X|k#|6Fnm zvLi@yf$i$uuK%A|rH1N>QUhDnpTp-dAySK4LCT{7`3!4baKMIwW#3m7zd}elH(kn@ zKZJpF40!-jI%9=0D@6xg*YO07$`D0b2iZ#m^>lp(k6l3;6+;g?kFX`6J%q{aJ{j5} z>)*cri5f(dOGIn$2TxOXJS1toBHiPnu>-4mJCP&)5*Na0%-Sbit4rF$9pnTL1rDH; z;PvnK35Q|ZdO;++D!#-Nyvl%96J3RNcg~3h(sx}QO2{=pe_`>IEKa?)N>HAa;5u}=|MTW}TKdR&=87%=jI~p1{;oSN^vzmvjYBemA&yHXqsVKWp-C&JP zJ7rQ~g{+<= zmjwlngoD~-5DeM^HK1ykQXweknoQQS{wGbHTrQnfI06W2y2D;Ouq|=VT)^fTlu1B| z=WH~7V+C6idK7+TY!pmrtrs56i2|?h&KJ zXd<8vC0zSN5TgA8ukj|b1nur}>o#35mkVMO`;@|mLWL)?*JVho9WXWJh%)=D4mctg zhRBqHRy+9agH~n*Al*^>l^EMzD@#ZXfp1}_&N!2>M)@lTdWvHxp+u927{sYSm{I$q zQa0_O4lDQ-usT6%ckywJ+T4u`H&WUSekx%)!(g|H=G+h1`9$0;b;O;r)J+HNu>cVu z%8c!;^#-cO6cNkgucL!6U#9_d9C-3RyUFKGkGWKmmXwB-pmK^$AOSTo4B&Sl;dVO^ z4s3GWLkY5jL6u2DZuQFUQOG^ulr2Lx(33~9aN4D<5fr(puJj)c@Jxkb4d=c){|;s~ z#lomI0UjO|$up^qx@U@yAtw!Oe$PQ%MuLDsi1x>HcMK|PStfZSyDmTzUi2!jTUPl* zqRoqaD^NSJfrVbH;S&qGW~O;<63>=9ZjIXTHWC$nN>f4Wz=EM<2Qow4*sau6nt?Yz z9V84~6={Ptr29zcuC}OHp;@oR;YTJU#&HYPs#U7-g1vRglCL>C(shKR(I^larZYHn zBNHg3ukdMH8bzaAa$3)5{R9AKCg#lkohU#jBVf04HiK4%3kmTu%c4^OSD@A(XlEFq zX+%#-p-(6e?I|t@?Av`DrZFPvFv{Fmw&|(^+yeHrm57mkp}9tQICb(TBkEvtL9jbAvVAnE`3c;1ZQqzJ8%T^LJa5~V3qMW&#a#UU!{@JIb;}*sM(?>vBD!#k%OP}OC=eOa=eqy0CcCqag8K8_D_-W&bZ?;dbJmN^U~%VZx`Z0t4V{%vkoj{# zkh%K>Xa)zN%-flN_HN{BswwhHSTO;qH zeEKy05#d-1ZJ0$QG)NF&Y23o|O;lq^6xaG*r8*h`EoBSBEN$&QlnOU84S!v$8S`OP z$(L9q_8Po12Iy|%5Y$Mb)KapSTIH?+@Gg?>VgcwS8_;T5)yp#VP8)d~u%!soQL&y8 zWA<(%$}|aYUofw5ikQ5m_gDdp4_RtxKw%!%bA zXeY=Nd+XDtQRQnmOU%Lty=5956HI@-04RsE;UdyZP7&&IpHDNG>|z%jS<9>sQdZc4 zKDYEaRU?AGOK?$gS&eAwk~((9Ou?KD>!ZuKl3G7$WO0J)eE@jjmAdiP5|~U{OCzbu zHVmOcY^Mp#BOu#^?-rCk3aD7mRy<-#iCEQH#c_hOY{{BXUXu5cKX=N&BIVwF-_6LW zR1F(Woww>P5J1Dw_1|z7sZ$H6dvucuDS|jMM07lAY^zn_8o&DgM&e_kSfEAsNjZQD zE>tK-4~XSf*{4==;6)oEI(8L&Coj9+;WZ=x!G7G>;2&A|5QL9k32$q%dKLIOkR{o8 zr%s22-6FOA0dGk2Spxy3>}q-hUuPy%;W}%Oj)}D#Th5mwXinz{3l`*38I%QTQ`G&f zbfW>$>k(xczsihOLXTUt_KFA2P8bg zhax@Bu<31R||nT?7mFJ`3xC@JJtxau#f+`f=yiCK!t+r zCT>+I0JXicA2`BjXAyy~z6f=`z0Tt0aUI$~QpYa%Q%uST}?AR49%x1*g0t zw)q#gSV1I4vB`^yj_qDFh+}U`8On?dqM^dEKwu@x7>1N8ypvOi*exnn!y!aA&@Qf} z67>foN;?SV!4X7jk%N2=u`LxK7F9f?_~VC8nC;745{qZ_0i7)fnYvKbCF~|~o5^cD zH(yumqr|v9J0MX zmvY+91qv#cqyz@|Z){sABl2*mzGc=%wrk-B*Ti8pY&DtfgsjBtXnGzXKkY$w*( zJV@dIzp&abcvrw)<_Atfd>^)34S-fRWa6juc_vb;$w4i$=C4pmG1vKNyHR8ZN*qv$?xAEA zuEAfRazV&o#6YUE#CZ|`(wZw@*Do!+3ztk7%ud=Wzpf)r&hUj$_#|8y^R&yLXe;8h|IMrP1bHcK#1`7+c`LqJ0hmzH}fW6kq+Ho zE(LD!EDMp)uP?>c)tulbyzlZE|6vjZ6iWBUK@fK*@C{cUjI4pLK&=lb3fZX8Ww`X{ z^-F}MPtY@wBlgS>kHjtwWSlgCM1lImZh`Z}R+>Q+V#JhLkJRjtTZo`U8q5fpZU{ub z9_|s;3eb{IM+aN5ClIENrWEBE*O$)WBIC5;Ih8?`Zr#JF;bK@E&g)VpH_u##q+jVd z!b^@c(OQj+O!YbYXrg8i8$w3M>6pgpii9nCMF$n+H8Ex&bpqx})UlREiVRpMqIQ4} zv^bdoK|%G|oY~SG!L#C07={abl$^uJ_F4SviI97Co{j71Ry9&zYLy6@A<_=)X+-HK zgHimD(arvj#R?S*7UnAxWwTZ!_3#Tvl~{TP$9J%abvo)UGCMmf6uDPcX=I`!UiPXF zJ5phOsuSU@{@TuxCO}V#Em6;mhOV1zYaSeYsWnoLsci*nZv_ONvQpsDL+d?DD=h%s zS86T$*IBd%fmj8z&4C-n?V<_^VBO3LQr@hwGpa}yl`>UxhNBXDk51=Hu?aF#QXf?~ zTPQ}(rPuC7%IPeT?HKBg8;Y=UcPa6c?o-xMOY_cB-cWj(m;aLWVVW}Q@V0ITpP)PS z3(Sy=r)&rlbl~7r13;eWAv~P&=sLc9p*ny&d9bbxlIdV2A4Z%|g7vlwDNv9L$Bw{P z(Z7?_e?}O2NyRkM^}S+Gk3xlDXk4qWFNQ`pKuP^qA3LxH*(psGT#SMICwX9TRf69OtQCaICF0NCV6yS@r- z0YSkAlphlSH01X2#P48+#G?0z5Dn-eO&t_;_rp`tkWi)nYY#B_nam=Jn zeIpUziF9d^9Oz0X^2Z5?@(YTzSs*+$gsa+yAR;zT`ald`NJ!N|3P;o!?Oh_SUC{gr z@#0+eO1$k8a7706C?;AUNrZM$TSOXfoO;#pz*06cqa~OlD8W@%#K2(C$q#1l^ovEf zs9PtNP}jZ|jGfiP=18mF0fBu&U&|(EPC@fSwOThs)I=sPN1L^}wmgV_Bo6CgkJw(K z%B+44*7+Gw zTE?n5!k+bwR^!;yxGi&3g{q3Dx8Cgg&hO~Yt>@c#*hL3J8 zEo6qNeJlB0aTW7*MFaDoYIB*HdQAP7bBC2$plSn=gU=Vtbyhn;S?94B@D~g2ya~vz zp@?q8zgnEUBPiM#6^whYo~Fo1+2hg9u{Gh|PzR|sOm`4RUB6U;2n&HT`gGtnymm*II*Vq~FOx8&T= zh<`K|D<6|+X76ZEkcqpB+&-Z!%&U=Sj@iVe_G7 za}r!962c}uUe}-VOSV{=T=RU##1~Y+Vl@>wPUN-+HcWpqAeL_AnqKPX7~MuPPi+AB zOSTDxK5;V=JOgCOZHq=`p~_#GdPhQmy!=-w;e)=lCA$POj5fenmBXR31&i(!-Mb_N z4_a2o&%xXP#9n%50bP$c#jB4Nx~&EtI2}ACDHPexi>Hcvws|iZH;T^|e|AY<7O;M6 z>@vz)_b99TUo=m2da1vB-4$TUi*wq0+H#ukh8vpg8|j#2J@iEscB7R3{10UTZ*6xEle0Ga+V)d zt%Bz1*tItHnvAe@7QjdhOURBDfGZkmMAdhI4T1-#u8UT*0Y%oV4^9UlgKl!{Ba88| znh&?MUrAh;DKye{;-cMQIjX~o2$st;Rr|OQ6s+=8km?QuWflQXWO)yiD|*=0BX`vW zg<=edlK|_2K_Mu% zYNti=4wP9TWjOFMv^NMX|7rU~0fhncVwolO5iDWivJVDqBx`pH0u_bp7{S^kI-#3F zm{t?7!lW)nJ$(0OZAbP3E%J5aN<|7gd#O=9yqA+aqU=&taV!Vr^>jP|N)z`<_twZQ zMr?{c5id4x#ih-%oLeoTl-Y&BUgEikJGC#oM{})$;?nUl{1q%Hu(lCCvi0s{aAswu zz8A-5iU>x2F|k^TQTdAp>V%k$bZv4AW^dLjLv6*LL=qx{2$S|8(fiV*Sno(>#t_aS z-_Eh+RqGNfn3PQgy|=^~QI;XpI#UjvfTPJo3Qa%%l}(Yq(vVvFeW#1{FX&mh$WyIZ zSQ-NqCD!Q_C1Gf(vqd*%)G9d?o6~D1U2m=9kjulIaC9V6%DCK7P!7PRf)8bxCQd`? z%&>dPPhELUsDub1)OG3_96iAQG)X}%@hd~n|8KQ1lAv&S^AlwhTQ*?4J2CGZP2#3tK;smaWyo_# zh3)R}AWw98hEI~_OT(QqHw5r zgdFVfDxA7w7Ddd!^If15Gm%9d5~W$&#VBT=F@zTY_)-DYEAa_`ySn0f>xblu z)q=k35SK4_C^iS_GEMu;g@L$9+Ph&hfp&A}8qCtic53_Z^=^>oR zM~VXJs6!whrAAc)X{YkRrX%+`P;Qm`7b5giM&~7l4Qe0;d|tslAnKE3T*X#RcpP<{ zr6?~N!fxF^kKslz3J)!O!kD^~PvBjleOHWY%Sb8yqx*3x7|ZgAB1k2s&1l`Cs1^kA zQF0oyMQTy+lRBM!AmhRYymNJ5jRa4yMytEJ$yW6#Rg3cJT8vtDSEFQ(A6?pB=1wY!&(P)M1iq8+pY>J(petn_Voa9 z)c|4w^Kb{Ju~(NbNZ7JrACU-Fg8y+4-QF)SMY)709;Xj_1YcQ2C6IOBE$P@P7RyM) zXKT*JB8xLPX!{a6N-ZHp_8j_@KvJHxD=L@G>33qakF3iYHGvc({y!C1=;fV?J|Rz0 zW6brt>`94)MiOQE`nAz(q?NBem0gEDli-$}xx`6bA?~aFXIDJISsYWUK5btgPwLjq ztksgZW~}IkUBDL)ipp{PoYSfG>l5dTRi zI0SgGS?}$5MMTdzN4kPHp#f;uXjE_4E~u^w=Qf6tacC`TETXOattRjarQlg{=8?*7 z;U|FEXv$Mq*%l9{Ti4Ez(}+y&(Y}^lEz!_sz$H?*2uOK@vVP?Gm@*YhEn#4+C%Xcf%C0DZtd9-U! z!R@Mp&w%Xvw~LDA`!0XGQB=BEw8y*wj+&nLvY2 z@X|_Qy34@J2pw!#P7DH|ARKo5NpkjjC}n9HPI0$f9B|RK^a*9p6Rtc z(S%GxJ5(@7#f}6VCKUdpRt+8@te#^s5ePzSlNuVG=CrZ4Y^1<3x7}}Y9Xt+7v@lQa zY|S>JLF1{GjM<>W)|f{ugdY(AZV+y+0--cK$yqD$5M}d_uNJ8wZ|?QTB3$a%2lh~f zA@xX>2zuFhXB{#dfUEpGV?J=lojS|d$}lhqqctTgXP|RHz{5L=*M(>gJAek3^mDbQ z!|HOdB*fu65CH?wNk3w$gix6|W7a)e}Sdl&QeYU%l!$y))sCG=`|BtMqK1#(J} zGR1RSB^IDPBzgV-&iS5UCEM~)JWXCz6Ov0E6t<6m3kY00u)hfG#mh7L`X+JmL~4Q3L=4bMSQlr`Vf6n zPK;Pz?=V*%$IKm7@laF8Pvv!$(^I z$$^>qU$uOvDS@M;ibSk_%!9Ep58OHh@jY}gq|U8y$(~f~>`RhLnRQY$U}n5cy%rmF ze%%e!)tR6o3*8NXVn8Gx^Jb_$1H8Vtv zbw?o#+oi)t_`P^Kt3 zOK8>)f~jSx2v7p0{oMPpg<1eJ1vCs{WN7k5_9-!4X7#>^N|RI_Y;yHmtq5%yDsPEO z0fMi1J^d9fW!U5j$-{~X8Lr6Y{JBeIb>`A%V3(#UIUdV$h3ch~bUSU4_z5cN%oU3( zc|a5k)p|^^_ss4_^Jd!gd%yewDpV%%5|qq^NT0DN4(zuiT=W!#YIgL&b1jL0TD#Vw zyvRYRK_61x!hT7xTdFDQu1_coIEZ3zh0upS?)rzw;(IT5&449~IzlGuma1!@=2`z$ zZs41AivTIZSI?Ee%o8828QGKk}f#M>pgP}Fe{K*%1xALrk{ ztxBmo9h3)}nmzU&_@$2pBKSzTyvs-TD`kM19FRuk@FfZ`lXOwHK7ewm*W^T@({AGZ zJ_)d0xI_@#@wlBiwCTVQ#ISZD!g zWLNXc5Z{R>tL0~znzMo|v+BvypIQJZz}Z?rvQiDZ*GUm^5{z;$Rdx-2hUGxn!3I~G z(Z$_o!C)e)|c)+IVP1DTXsV z;^*3QNRALhkUk->mAd766iFoUj)3C1Hm_{Urg0n!UeD?XpAhr93>Zdj9a+H^J6N-= z6=hB;YpK*lN$<(DW-{y^W4Fw8ty$#FUa;0%B8MDmTlQ7D<6Ir+NYMtA5$BGbAgrTmLU_e%h z1mm&8g*#0m9?V7?Ut_Gkt9+Z#e3j7=6mG2H*fxqCIF7fidG3%AdK~K0BI*ukwj&~{ z=&tLnA6EQRT-H;bdNaEg%Z zDQO-!lQ*d)`KfEa=}OfOCe%oP7E8T|-j3+Ol@$thOshXWy~$-Pu= zqUdn$NoS_AU}4r}Bx9^-l||BZSGc7A zLCAyY$i<43NikFfYd35`)dXT*^6RpBLxUOOBl`hy>b2IW)5MNTnW48N*aRP|;we3s z)<{kJe_s=qVeGZd7stjWmPskwIWDFEkJ2Q^%;kRPvY+tqe?%BIAy`Fm5F>>3Q93pjl^62OEyfi2er#6ssTs>@2tk)!O< zRS?i!DaitLH=|2ZP+7Clp->`Gm{jBL!UMjcMD-s!b?up|FKr9**$ka|WrP}mqEr27 zK=$WpR%3+D+{k)mY%=N2;~ibdhh`Y+KilSvR{q1#^(B=xi?CziMEsLiSgf!5l}c9%!fg4rmvjSt#)X$}-hf zguSf*N`pmXiAA1d*BTW)BH2|tAbj^J?^Oy&mZ!M&*-T7uCK~Uu7b68TKULB zoo*S49qs)Db4?GvQI#s{R?PyQdXtKR|ER7|03~eEV01DY9$N zl6%pCspU7MQjT3W7IyPA@n7O?BM^J%+l?4@9m>9y>n&mtT!}7=Vtst1BF-{ZO!n4C>@QcSqA1yw zB3Mk_BE!k@Butal#LBe7?6t>Yl6vmUBdzS2wM1bPBOZksv-Vv!^rtr8mm%1pMPJ~D z3;s&Mu*Oosu5|-lc42I=%DiYPU*`sFFtX~-r)tZyJ`PJsDOR7NmWb!4!QD-)m;-GXQJ)w`%!A0S!PJ{x< zAUv>H`OGrbSmA3kb-M2FPFIy4FQ0WD)EVS*O&v|{pc6EeEzc54x{`j^@z$4-9kZby z5*8X`P!BOpUy<73v|tB*pH#vDeY7SvdyC6$EQRF%gnyfzIOak70%aSq$;8U}YzGS3%4R9YBJ@Un34x)? z4n~n_YG7fHB;U{q8A=r-jT=jy#h9ZNMT7j_&M=iZ*dZ@#Of)d7ig|1;}QJ_Q~XQID0*cQb72wHdUsabWK~e2~bj#_M7rmDQ zW_q~@PWoOYReDGiQQB$BB2Q=;o{vy70 zT|16Z9;QF6n?y>V*LAzHLOsYrI9Henq>!fwh*2bR8nnp;It<7Q(2C+ru0CS3ZjM!l z4`#MX=p$dc%2tlyvcA;d@QOvRI`#9EQ!@y_VGXQ1?5KhHau)`YO_EL0)k3i=^r)1D z>k(K&{Y0Bd+_UsDXB?A=)Ps88D3t=^^YCTQ?M1(-UKJi9!>-Ja@VZKxqUEc3#nMXW z{(~pY25t1~ZmuM0<`QvMDi2SJoUCFwj8La9q9u5EPlgwd+2m9jkF8>_Ol5A?g^_wh z__F38FEJ~-VNZ($_g1YujXzZXD6GwLhZW%pqt9!8D4$N;Cy1=30~!(D**Wdt6O{`a zlkojy^)fdCqYj6K7Urg6Pd}Bb?Mg0hJqDIwU@J=vM}*Nj<6?yR@3mBx6)|K?a|EHW zKtOBz2%w!^Xppc5PEaBp^GL2c>4EhkYI`*zon7%QQeq8^YTcu2=_`|!T~$Id1q)rY zDf8l8zyqYnr%pv32hOlzZ-KW#oc&^~8ct~)$9@tKy7~lKn1ViCh;nQ-oODyvpdOus zOwa59CgsN&6MBgO3Jwn|j%N-+U|-P`kFxFpqxYq{MA^gjBP4pSE@% z;Eag4HBt#Gb(hHF1)40@59zYg2I_8W80~Xb)9UcKm2bz?5;d zzD*PJRik)_m^7|o_!HMfGlH|!AKM5tAE;$H9nhtW1s=Cn?GmjvxbGHq+Mw{K>%huC z1dT3g{?%G5Q*UkwFoM~U8)L7-Bqb0amRw;Ihs3QgTrniib%Ue@QGOsq5?X7vX4t&c z<~klO3)X;>QR+feco_-(ku#L7YW$Re>Vf}jfyukghMf3aDa6sTL$A>nWml9S(05xQ zzSPRr_oOT?8X-$Mk>2sKWwh=zSfU0UYa3l=EX9Hns&ki9+d!F`p zab+qA%D|dw*qKWOY3&4-wkf?E+OFK-5zp31W=Iv>hrSJj0hJpa#iKhlB%!R(%;w@H3DFCU0xct$fFcNYzg(S%r5lB3bl*L<70V zZ*#T;rWCX_w4fc>XUaM`#mfL8C+ cFvr$WnKrM=EjytFkB~X(F`fK`(my}`4*|8w2><{9 literal 807189 zcmV(rK<>XEiwFP!000001{|AtI91=~{NFh-wN~nY) zMJlNzijt`a;frJ~5;A2@rp#oX=i&8x|JeK5*FO7?z1Dix=eh6e+Q-tsR-MI`g+L$> z33RkOXZoE>0=@Nd!`<41|Gz_^A}YB|N@!v2F<)9i z+uAZOtLj@Y%PiAk=eIme_ts{U%P9#=3yM`tFG--{QsUMyM>`t$dVY0U#uM|mWKnag zs!?126&gh+0w%kh>^)oG0=Y|X&1*kjN(e3aSmdN?ydJ%x;8N> z%RTe0pc*761)Zognm{YmTa5P%iy+D2?@W|>805=gY_qA4gq-rYg)a3Prl05b`YHPr z^PFh7VJOuGs-zeu92gN~sE9O0MsASf8(&_dW;G;#JMPn~cnNZUucwGu^nt2M@8Q(( z21vSk*zG6BUdT-eQ_6j#ig_QdKhk{p1|)R%#>cNpVF~D7m#Mam2~yT{3E3NvM^fIc zp1Tn9#Fj_p-CTl_!Lv5vmUNikZ~rx3d~XWLo>8a-jNp^pfK-= z{$<8|NVi{AOsFsplGfW7&bQZM!q;WDM;48cd^m^gdZ0CC7^N75ci(|RuWYU*8|FZQ zYiq8!#(qp0@%^*a?+1CUU;FjSb3n?8J=fyd3n3w(_)1+I9cYrcagYy{L&C4p!?crs z!B&3Tvqx_qLYlQGmjJP1^l$QVrQ!1kwCT>+>en3uMg-or7tXO@V(;Eeg1<1Nwf~f^ zBDfC5i(l*`^;|}MLBlH?+e>IU&R#yz?GxBMbY8Tlu>$ckUQQx4IIwL95;AlPf7g5f{!L|OyA3g^r=|~r1uzN ziKc4uaketl`l+pjyOIOb#z(|#J|sZK8iuZCS4}YG_i4R%?scd~a`i=+XFZl&*$bM6 z(lNQ4^|OOk8k#lYyK~4<2P`}|p+BbR0*OHii=s-mFkRorV*Vwm_$nzZHhg$nHs1m)p2=R4E=k0K4fHnq-#DTi_7pFXOmj%(6J9CPypH)a zCx!>ke#fFqiSDxj+EDPY`s{_EM9eU`8S-#62CcSIZhtP!$Hc<}%mEy0keT0a-9(rU zY#(21J^0ZRi<@3)J$FI~&1Qan+xzGPTC~xu+RV5Dxt2E1HD%U74#}6QNBUgQu-N(~ zZwC&@TdZ8|yW1Xe{T8@MFL49&Pe03#=VSzB(q?!2r&Z8Mk_gxI-Du2Nagln9IEJ}P zy)xF~86f|k27an$5@z`&rQIAkfR;W_Jw0#J1zGPD>Bc+l27{HfIlN8F;71|n{cU4y zOeA{tb1qC{ahj{XLBX+*wEJ$%;g?ll^GeLVOY7e;Re659ENTVy9sC*4Y9|EdH;lcq zzYjxkZR(wzv05x-GB^=15P=B+eXQAZtWZ>cQX?;+0ZdaX1Y7J2G51g^vm-Mr8sdAi zmaZy33h@nm$V>pq*R8<(gt!%8aS}}6{8KO^mFxZ_#lIQRFjHeBjkQ-wbUXY z2$o(2FI8lb(G+9ou4jD_sOv3{{f7!ZG-sL>%r*NB(;U%u4}V>XX`U4xtJNyURK3A3 z>TDQOxSp~!|F{kL;vb(Gxp@*STQ7x)?CpnS9PH$L^9~ez;#B^Ra2^aFG>vooDG%uz zUiL;+KY^lFS}=J@1@g{~3%X|wLqUJ!erDDa(~a~Q-3pa}vN_%^ZR2`iog=L0ioiA+ zbWeAW-1-Fu4MHkbjFcex*oNN6(_(1eU!x@^{Vyofb@#ZdED6bNeS-U{pJG10gJ;6d zdtpu=Ejf1y11w#dY4^^n1J#}y`Od_L!IsYm`|Ms8C|R6yen4#nQ!{s6$dgTm{9cJ? zRnMqlGPlRW+oV*?5+oLr_&y0Uaq9{Ne!h;yRhrL^?fn5sU&F#*-I#&9UbJ{4=Q=QR z=a~F!2U{$j*0p42z8}hGHLoOG;s>Qd7MJA|10j*KK~bu)1a05fpGnrehvv|PZ=c%? zBnzfHJ<@5y91^v={^-U*vLvLql;(px>1Ns8(g~QCet)7u!hN(D9HF^;bOZHw9kI12 z5&_f4#ft|MsgO(Jrdhl48e|xK;BY?hF68oAD!zGd6O(z*{#l9mj7Dap4!%qdz~mg} ziIpZ-C~-5c%wEwG^6#a9a-t99)#TUk8gj&pk#~=*CzoU9)1h`UHGY`1H(URX-ea_3 zA#~wII4>5itN`3CC79*sFQ(3BA4pMGlilZ?ftE~5A3pr<0og4&QZrbtg6_b|7M<^k zX!$Vs+YtU9avxfIn@5nw+;;+^E=?VPY>Jj0gPenqZR3@G`BFD#P4KAbvaUrNV|vg0 z1NyL-zs2g%GiNYAl~I$|Q3SReLHwcie6-E6d9*+_5Yiui?Ejos3)6I@2A+TS0@G_T zJh4$NLo*p)mG7EFt1r&+7`C}WV47hCEXu@CoUQSb>Z z)mc1U_NGOvpBG8h+6|a%vid~Hi~*F48sm_?%?;*PwXda_7J}|Y`lJ>OHYl5vZNPA3 z3$k9$mKqci#iXsPiKin4ut?#l>L5Yioj&)7merYx#Z@28i)s2|>hr&;B<0tTrb5^1 zA4lY``pr}Rxi4q)Ec zbn93lH|mi`{!#pfm{&x|UEsSF>NrTJkv=1aX51af5g zdzBCbP%dO>?iqg_X#)nu3fez4F@VWYhtG|qzdOIHN!xhd$J}hR4BYu+kaTjiRBpWv zZ7ixhIc4aCmc{2Ya$i*J^qt~)i)UYv-vABu{i8t0`}p>kS#B{@W)~CZ9ODZ%M-`a2 zf4{)|#l3DfSbH(U4X?$6&3tHjaiBcv#~CPeGr2LYL=+09@VCED-2_{%8--SXFJKPM z1G^5VutFMjKQ1$x9jgOou$lq^Vg8?=+$&4DhH%<*cDfh^agEojL^6}8iVvD z`jMBEWT42!0m_Hw1+eyHkkQ$J09j6#I4U-lL)P;#+M*_GP;j?q;tgqTOzpF=eZ4ml zO-?DDeBYx8nY0jU+h>eP-!1;DbT$Xeo1252o zb5X+n7Xetn@%}sAsheo#-E}|TU)GTE#H;rfe9D;T!@9B7xASQ3jwzS6_Y*MVYIb=u zzX)?{EZO~seqpL&LUdfUKKfPE9AWa?ZHJReHrw2bFvAqJLF#%B7GF3#A<0HX-Mcpv zEdy2{SLTl=jTeQ$diU`a$Ed@oZOL7Fs4xj~HLAA%SiTL}TLE}fhpg$L$4{A}wz|zn+4Zkavn8Pi8 zz+p%j6YsmWIP+q#8RuEz_8|;xD_zQa@4k+i+m}B^%Kt(0md&3&Gw;Q0cIzjWUNB&q zLHp@+tzOK-k&xU!C4iZE3ZGOljY4iOs4;2hhb6Di=0{)V#guM?XLNU+upF3S_>@x$ zmP$AlX4nrwPAQB1b~jtGuz!ZLvAPiym|T<6AS+_>oF>ZaZNf}C=XUoj6l0F__wz_4 ztB^zaw6Dsx0Gc6`Etx*o0c*Q?qS(!{!FF7>-sAE8ko3(wtY0q?^1fPm(p8iOiR7m3 z$IpI)ks)J_lf3e%_Y36}MJWPv`SdDr7}bEk&vg7uCIX=V;j*5gQ$OT731j7&HPCjt zea3v*Q%E?>Z(n^i2=bG^y>04Tz~YbP-Kc9b;4k&Wcp7s78WB3f)AC>j(voOnl4vSG zU1m&-f$AWdzP)Gv(NZ@|TJy>t*x!ly8+0GsX8!@&e&32(oh`spADGX72u%Ykk%IIN zrGGH9%LwU0Z~|t0qOrgGjTj~kcyrSWBw#kFL(=LsU6}vQFT?tC7Le3;K3}#A{ zF7{-TfTXt9Cr6_xVA%3fXItDLTCpineD-&T3O_LeN6Qp}JVi zpWQs}lkAEGAMkz78urAJvNuh8c!VI6XYTMmcUR2hMLhGX@)HyZqALT-{7d+ zO2}CLLa~5*11-OGN|QM>qHS3+$Wm;LQpGptj^|31K8>;+;_Bm5=`{& zxoe6aL(1OM>~j4An5M#jmr%ZpS$>or{giwI5;{^?X?aeAp*JrII-7Svy3EYvd%6pd zer@(*$J84rc1-kAlkOEPsJ~B$4~1e^=<`R^0JY@;v zYca!gehLGN8l=5M40I%NV}9FkBVFbxNSf-t)YjC4Nxy>!g%hM9eTCXm~|k`UJX-UQ0Q&bvLOfCl!Mze zE98kWQ4mmbhJ4?n==SQbq7|;HJ(3}LU`6Bgc{7G+$aH7x){#16gg=O}cat#aJFRYd zO*#+FXVl(+=6#|Dt-Y)<4|!zMAiDrFt}VHYd+Y;q_c90P zlYT&v#6p@}IEd*KjaGiG_d}-4?CPhUg_vvT&U)Vs11NQ`JE@TP5zO-&No&75_j*6h_r;~6ksP_P&?R4hR;zD_Ln)L&ClClm5_ zxqs0Qo&^6YFPhP?q(c4Z)=LDK_1-{><8sAuS$#3$!m%yV*!cMytksB2 zpE|P*Y0;^=O%)R4x)$s?KkkoaBH5|e5AlQH?AK24NiE9r29Zhz5X>h%{q#xG9P+Oj z%c$i9U?v94{l4N8X4D^Kx0;Uw%jmy-WCIcuUzy4{I2;Q;j5-eebQZ%jgxH@iLow#> zlF{K|`h%w8Id(t0d;x82jF>haya{)In`NB!?SynU1bClMe228DL`lhtopreP8t5b* zgS3c9(yKb5==ZeKb@pH3tk5S&Smuap?`JjyC zj~SZtV`x@O{M*NgG)#Kj^LE!*F{C+asO{|MjuO7$OIU-m=7B8x-Cr&pNi>)wKZ z=oZMo!-S#fE>Pg@f03uY8ej@fNztz%S2W&4j7?J(!-6kHep!E#01FRZaa@`uK=I2? z(d?1yXl;izUf#Hf#l1*BtFJUerZQz4O3VSs1M1VR>i1xYI~?9AR&r=dE4QrUjvDIr zxa^zetcr;?q|aA0Pl4g9v1{kN>%iLMmJ5TImC)*l2Jp;3j=7zvEum;+6-e#-%^<&z+ zvZ2tRyO2L*;>K%HD)?D+!HRq~74%=6{iJv>cc*^5_xz*pg~Vmm{qDa_F!!5&FKx>c zVA+s9$BvU0{ncO!Kg+d-Hrx)DbOlCYHumd^Nq6EfM*y^&T;0YZ@R^w8w3%nUGC zm+rY_p@tbv`h8492BFaJxMto^Ei`1Y<@P5^0~17FQBwcz0)u~&G#)#bL+WU8&U1}x zSY#uqe_=Hcv&K2UmY5U9f{BR?i_J&SP}Rq=2Ne)f>1+3THyy?zjfQ4Uov$I|e9`HJ zw^k^g=Lf?mGXX469T%DEvq0NhV(@JsL2XnBfZ0%@M{2a3MYK*i_O+xO@bjP}nJ9*idJZBQq z0}1QO6_3_GgZZ+IdHyR)Xrr!i#5TtfJghiW|Mc7r2X&is`#uTBWb@G)`2)8x4~Z-1 zz5oUDL}uwJUZlmmf}LLu*=nP;WAva%fgLR*U2P6a(*$Ey?CB07m%!L(Zl`MICdmJ_ z>xLJog&hBimLh(h1xP(~x%^WJB`%aD1>f}==^35sic|6F!2 z7HsPd>yaIbFo&cHKiZuHS~fOEXba4-`03A|-`_QXq5|_Q^e4ixK+zw_^<5a#4ay$$ z+T8(V&pPUtCKf_|FR3d=>pWQE%fKGrSqsdV2C_WD3^1FF0>k!xTFf999usPxjmfve z&wYqLjk$#C{a7z}V!|AMs-w&n-j%ieqCfW%lsKg-xi>lnRqe`qT=-uuX1>Xzwzxq? zTWl{Gq(b;1=OK;fvE5#n>+Gvqg)lSBz4uD~N+B=W{?fy&D`gC+OCZ-URuRk0YB3Bb zTcQ8{v%J3ggapYQA6o8zONNvuI^rL!=^(L1Ym6d!6)pH$)Bm@t2-DpSXcW)A2iZ2m z7=wOMus|Hi-0f!+=suBdF~C6!1>+e`czihzHeVR1iLyFFfku53|Ko;esQRW$wDTln z``6wRAsLLSj?n+D?5M)js=*U+uHV2+`R91cDmKVFZJKOcuMdSD`%7f=jTBErAfqTB@%E}Xr6NH_#+oSD3e?i8Z` zLW8c$yfH^B;-fB$f(M|?t?bN&@mwtahvKU}bO+O&cIdcT*$;UHc8OmpmqqjD_nmBi zeFTe?42x##L@a4BH$8qf9n%|_yg0Y+0QuR5)tWE;fIN9g$!WieuuyKBKu&B2e-B7ze3)qYT9@9r))hToXPw>2*~>51tR zz^)ryVvr#)Px0r2Ff5o6ylZrK6K1AgcDtdRgDHz4sk@oC(R7%SSIdDl%+sX29{Tzk zTGc6svy{Fa-*H(v0Q0fr>%^M3q^DT4hjACjDKePPP`YNB?+0lvu-5#?76!$u7+$rC z6kz5Cy>7y?BG?q;I9)I!136Su&RB5igYQ{#zcr65q7mV5`!&e)P~;b5e@G&NOrJOZ zTFl(T1XJo4Q3)3?L@zL(*82<6Rz1+al2nNq9HXUU-Q*yPHK#_O$_Sd-eeR4FBMYP% z?NWcXEd=T7txl6lW*~p*nMiy74$Q+nC^gelj3wSxxj&0_glzk53EH7(XIvY8<8n_S z5BV@rV!aj%h+G|yyZ9P&w=%3qGim|y#Z=Gn?Y%*h+_@XE9lS}U_!T`f((3`dRn3%vWWfTq+V4M;^>>(a_b zyatfwhNH;Xl>kiM{h+~S`Ws5Ij43Ty!C;vq_CKSpq0W7^(r@R$nYZ?8XkIxWwigAmE5s};=3vtc?nEd(4(#;_l5)-7m~kkKr@L2 zMLqt=3r;|aU$AxJ_Z=R)+x~~?*=0?E4aS*aJm$!7BQ-QpMg`3gd z7od2#P}zf=E0|`*Pa8!} zznqAL1g+HF;&{N6af0^8{#;C{OlLUQHi60iDMg;MGKR#-tW82e6K41KeCXQIg=tq# zOL&Xk#xyy)_xkQ-QXJWsLXxG4ErbDzww9?a(@;I~m(5s(KGIh&7o+Ceom7?w)&hJl3F) z50P<1%@~Rrj#d=@dy2A0@9J@0BtW9BW}GU!EoP{(zZ5`EhP=6IOycbjGV*B&c>-rh zeoG7EEI)y5>A`~IXo4sxa{^KReq!tB{*eoae#sI#49{U41nq!lUrsDGjh@+|lkbPB!(i^B__ z9iMALAwxMVzVQGgWT<8y`dI>L2V$k*;}uLJ_Lj6y_ATc5;zJlQ$;3Pwjx7;12$N?! zJy~!k=DVXT_@7S&6!Q+>vVX${X&Afr%4No4nxn~$lEFMY^&fT~Nx);`5 z8ZMe+KF6$Ea#s&xKK^6DLu&eHLBi;e)bcRq*GZB*qx%6;-tUn(dvpOT{nXK_&X9#f z;gtlIMgg#xYVKp1*bb#PPXz4l?8iLH*dcQS=>2<&G zMZOJ0OHE`SRl?~lb7FV4?({GfB8+@CP>1A)0 z$u0v(_p|tMsHXvD7&^b7$f}Cjm6j6GqiiT9%BR#bo(`EWJbv*!F%~i$Z^-apr~+%T zx2aZkmC%gUb!bte#@hwy0X>?#Q;nrexT0ovN;y)IquP= zT@0GHSnu9>5&_0GFIbtwE=VkwvBPoMV5EbV?K-<98j({bzsqdK!nPv5hZKK9K{bu* zy!6+>+LzlloQbzV^)th%6KE$lP8mh-w|Rq!RGIr@-cp#+vpzrV`fp6T5xw`*&`ZoR zox7itdk>V>NPm>BmWdfn)9bbSYB9mYTX2J60dn`*p1D*;1+%%*sihqYkgsZyhb&Kp zOm1V6yfT--jNoymgikvjt#)l-V@(Fqwz=H!RPf*N3EP!!u};ioDG>5lYy*>eOs*NG z=z&%5&4r?Ky@fK^Xvx-#;WhIG$oNzs zq-=c(lb`UOGMb!#5~P_^1?Tsm?X!z#f)&qUzJ!;|3?8m1`QDGA4^Cm2&C;0Tgipn08RLO&Y%!Q?%48#0eSWV*Y#`)8j8SR($i z*9|p<O83`VLstt*Z^sOuxHL&Crp&Y|8DKz_xM}so@8%pYfBimg2ptxhmcL(VM zSbSH|k>eH&Sb!RAW~HGGd7N?^h3Ni(L7dtrw|ETl(vm5vx5=P(zC@3D(f~^QTO8BD zNti{H?adj}L@?T2@lS}x9{q8wtvdd?7z-0hBcvWBLn)1qVvZ?Qm>6X~V67(v1#52S zuzEd0Q>7_9TgU5s0Vksc!)gd#zt23bW zniI=iDGe~A@-TxI$3TW)PEMD+6OaWzlQ|Ta4z?d+BJMH)D+64IZWo%O^^5_xAFv-& za_Z7<5XB%NF+!qJ;X7K-YW9P!4rn0wz20EY6D-*OqVV}23ADO^8zsEXqSWCpAw9Yf zEe>g}oX)HQxtAqYE;`MCa^8h~yT;nkP>WHd>z*VubEPf(=HGLWp}+5aJDWUY^7!${ zDqItb9=oY1%qNdYJkf(zH9x?>oMV2LWC3P6owhoD>M~l4x&B=L3kQ@%xqXx??U4J{ zcF5u8t2_D5bnkQj8sr1FK3ZRJMU{#kw}$k>Aj>UNXMXKjObq=yd*}C0G~=49^P`p< zGc@d4MWbI)=bMlJ4RYB+Uf=lu2WvLW^|8Dpf+iQU?sHa-A78@~l`^h!`ujkU_rEXh zF?Nu8kgewzu?6!G#@MP)gjDht(nhY%YIUd7Ci|xmDSWo@cay%@Oa@uKj-?i&a9!fs1b-lR<;>>vOh{ zI&rXPV|@m+htDp&^uLH{>F-Bu=jed(1V*xw^%t~E@l{-@JBkUB~kLmCIGAFL(C)dzbfU z&19XKws;rl&@BqN-QNdyb*Rx=db5CSH7*XSKr|X9-y<&%1VY*sM-TIpzEJY}n1bWY zkC<=SmqEfw4E$sDjYteqgTh)i*Z7r{K$+ep=Cgk;0;Wpp9^)`#P$`l<-$Lmp!+G$Z$k`jrb)ZXPmml6Jy^pP!~3*<%LzLxwIf z6SUE6;bP(SURKCkTdyJ7`2|v$i-Uz01F*#4Gt9Ak4ho(vSJ1G21KDaOSx@F^Vg6U| z_AHFbVS@PWw!J-Cn2UeutR5W+ty?=C=}j;}n~pVF75sFVR%nyvyT=PiF}z|>oBS9{ z`AvAGtdyaa^^mMjjC7c(wT}Do@kGqy+0pmQB^dO{oBjTLtOG>fdB>)w8i;vi?+rKz z?s(|#Ey@3G>SDG!?O!1-ccBE7_g)E!!(zmw@z0_YP%KkG^N?*U7CF2tcj|m6M&Rn8^4n((FYz=E?@YKIv>jmP5fRQI|cj zz&Oh_3)YKRf_&I@$@v4CQ@$gZ@F*KI8)u)W4LF2(%z8uBy6CXb$AY*5IyTHAd+tSk zzdqVD`yg}HRTcargnl;gyM@`b^E%aE@?zRBb-uHTJdjo0HBiGs1dR9>EH9!|EMCU@ z@B`C(^s^>j(#4SlG(>*nQv6v4B`&FbJG|=O_Y1O6R+`3Ay9uIlf$JAC=e40= zi{InG+62sg@{GAGBM+o%-;wb2nnMde^!Du8E06i?1JAhK*F;U5U(<==zcF!-yd}L0 z1kE{jU1??CK+$y5kbMy(Fqrk5#M5;j%rI^n9=c46$tg+$%GGj^?DAUU7K1aIrdvG0 zu_6OTlwTC>_!{K>ez7XW``iw%2XnHO8KT9C)`j(v21rry_PSlNjp_c#nbRf??eKvz zLn`}@A1hq4cCPS+O!Fh@Z~iWUuHbpP-z_`$B{xe1Mu}j0^69*Z|0t$6$>TkoPzuF@ z&%97I-o^yg$?fvrAyCZf=Ymef3RvU67C|2VipH4D^e?=f$Bd;$rnftZke1{4?6hMB zrvA3MUPki>Q^@LetG7zglKAjk=k8QY7#CNSR0zZDM`>Jm{Y;^t&bNzV#|t30O+{IA zLn~(ZP>?m6nhe>>oNTxo_hYW0A16zB<}hWUaanB_0~WzI<{#3rqY=aJ3L?+rAai>6 zfMuRD=Kd`xTL1U}CSKjB6ruM5b1wd}Um3z6XTY0))nl)qSmaw(PoeXe`E@lH4f8`R zoOiz>uG$}M)5`DB-=hyX`f~Q0MRr30?!9sy%>+z4_9Ef{n*pX6HSZVRB0?HdQWvMl z5-2N6%q{hpK!5Bs7)}Q-V9K7OKg`TOVXk-fqRau^Xxyw+h4z6oZF0AS5v#RQmpx z4l|yco@6-k9c}p;ll0$Lg5IZ(>OGaJ!M`}&w${HwXmtIyZq21pD7=_VtH^4L89R!^ zmRnC^CXt8s9edm$`<~Th9{wyWlJ~PM@b_M{y;7ZCq3r;vzWNco8e5n!AHps-n1i{X z7vq1qndnLQ{I}J#GmxTrz`#TKD(2m?jPdr?g)G8~6iX8~$au)p>dYHP^rvEg>$xx= zS|6`JQW_BnwrW?j9GyonpG=5e$B7I~k{+d_ylR26iMI0r^zvZ+=4VGKmsB+K-KAj) zO+u~{Tf1qKtuc$s!a)Z!JuLqEA!|sv9q3+Ry?pD#8O$pEx9m;;-_Cq95jTXiA%7C# z?}hZ&nCkn>ei%Q+)L*^MPKB*#YNC51=VKgL%2r}()2CpL+MvbVP6r@gSxJGG*(XeX zlWd$@eH#<9ZS?l_*rO${1!11nX~@$a6{o9gnDp-5cHc7} zNM|T}FLwm6e|I7jbM5!iEczLQg+dxH{QfJC=~ZU$=hVDKtL3?mj-5A#yz@sp zC113njkTm6H^(Hjy-jsozqy50C3^J29&3Wh7`m0|Om0YX`fX#-?g31mKXx=zmVlh$pUzC^KFGwu5>Jh*C35s1`-R>E2 zhr%N3iJ~>1K}T6Jv-cS>D8%f@;V^v|%sRE%G~p~PKsefJxz7U&5@^H~Tna&}{fQH7 zE0vfkF=%(P-W?LBJ~-Q)oWb1Aj8Qq&ewgR>`f6u#F`5hf&Q!l13>kHA-Asx61bUAd zJbFD619>YlAO5R54N2w~e&!1DqK&a*7g>F3(ZB!f6I}cqz(AJ@>!YQ6=+Dte4{ON) z%=fQFeJ&*r_f^-AiLj%>2+nH8&-_JNGyEZgF%#;TOrM_&q zQChG(!vySZh(zlR95>!@^+TxwQzp_sV^R`)Z#~%#< z#ewKSxygrQ;&SpKb>NiT zQME8IDf0EAek6vHK^^u=p0b$C_xBH39DwEA0EJ|y5KLj_zpa!@z+@BE4|iUwLosKQ zf@flT(Ao;s7RV7W#o@&6$4RP?eEVaC$S?%U>e4kb{aIj*6k{US^aPTVI}CsIXQCT+ zQ-)ufF(g`ixIis62CWZgKW8%GogCQZm~QnBZQe~9bCSz~bYCn-&kJ^g6{og{L(C1B z;nv~u4(4N!`~BYwE=E~kb~(WKOK3CNkUQjjFpd*4e&>E>$__Ar+kV_y_YZ1U?AUlv zZ4U|K-=192iNsvbkeCs-2$*a3+bz}ZiHZMWz0mzLI+Kx zzq3DtG#O&WtkvCM+~@eCsLEnAgEl)}ND;BrfAY#&D@VY(_9;0x-h9Xveu4Q|;0rXh z@#>VPTrA}EUN7vZ-GnR>fhYE~xM1GUp6u+~RhTx}aEd!38!}#{oeS2*kT;Z%>#XrM z>h~BGB(h=5{O8-9yW~|=`k%!?FTZ{$biA3f+-4ASeIvIwGVx%}`|r5Qe3Vh+XR)*! z6=%Uhdg2AG#Yi+CudzGEvjvN}7mw~5ki+~F1`YgAcl>FDw^CB*0h<2EWAi-zC#aqm zvQHjr2cxfaz1xjTz;c%IziYq$g7x=T(jTksM)QMF^RYKO0 z+V_VeS5Mr9BporyyHD#ebyA4yvu-7(>5<|UNl=6o)z$AeuS#Rtl)fVeO)%PaO7gcC zoZFd)-Zdd7Z_FO1bw=&lj-OhO#`B&?N0SHnhLaVv(ei!qx~pCBU@?i9*QBcnxjPHd zNqt+)ajEWc!?z2N1fC11tL=;rYn~xe`q9#;%Jy3oJJ9qqvhB_Tcg$FGXQY>j9(ZhcrOy*3Ek*Xe;;lJtr+Ov|c`axipRqGV1UIw`H9L+p1sv(_Q~S`p*u_ z`d$i9Kv9MOWNIN-fYZ{_OFPJ55VLvw-V7FUT5O(wy8u=@nJXX7%0o#(&6ga=53@Ya z>s{FU3Q}0L)6Xm20)y_R33@cyXmP=%g%sZgxeh7bW@NnpvI0(0yZhuI*Ivbs-6ki& zGIye;aUvULH=tLVwmXHXZs+U{jLt#6XDe(>4;CSlaJ`_`(Q}xKn3j@a_YCxANJ>09 zRt9Mvcx&(b846jesk>c&g`j^xhLCrse0=-H3h-WG~fjyBYU6iRcC7(-d_YvpbeKOo&zP7}?_ zePAnu*>%`h8*)ixG}kKhV4;LP6YL4nP~4+Iw>;1c(~lU?3RO8qE9<|f|dzSorI zwGbG1Y*$%xOAl@O@}Z^YJ3dWoJ9}Ds$Kz(A4;c7Zf=%ALU*v=iK*=nH?d8sBGi&HKb^4Q$&`7mmP)_zE^*|46(?B2;13P=Y{$Dho7tS^m8#@0SxgI<8qRrR)0 z;kjU7?pc)h<0p`-@o|N;{2CN^RnER|UJ=Zl=nRjgmSD0vvs#w6!Fng}(``MR}wEjV8^z41e zO4KQ&uDruSv9jI;`(9$&GPd0eueKq%T{wy~jnU+K-1x{10Vs7$Bsq5b4yKEFR#mhX z4rxv~osEvzSvTA8_rENZv6RH6@w77~Xd`)mGa+Xl3-t8#j`;XMPU`(VtbRg}hFJ-0 zrPpGPs`$Fs`s_QL@MuBhejJvSE*cP4XM>cu%7GMJbu95W{eC0iA6Qwh-_H`w2)1+Y zQO8o_QQMDRk+tL}SnxG}XT@D5%>HI|ktpO086}dAi{2t(E?p~@jn*M3gI%&Fq+Wqh z*(zo^MS9RDP{a78)B&=DU$hpY_dzSR`TMWGKLHs|&(C#wn_!jm4q9$YQqp8su=U4vK%=3}vn`a0x^_Lz{R0ipC2&L(ZIhpV_=T%zJj1?IEM{kgR3x zB@vzu$&crQFL0Wof3a_)DJ-~*6_iT0pTz zPV^Vah#T{rPT#+I*$i`h^9}ni=^SLK9(@s$@)2xEO5`MX$3X$`{BiTJ0c2$Io)uxa zj@mlW($Fb4%>SxvM15BxW@NGKC$3FEdNIq!=O%fWwe)o35%;fP;)K;*Pd_=ZbmpeT zx!w<$omT#k-bouQ>NR%NY-$hbAlfd7kG%4j z3oSBp>iwEJfwp5#+Wc^T0i{Idd7cUZv=X89^YOzSAO3s(^OQ*qrVI}Bbvz`2&O*zd zp&yE&z+S$|l*mxX=TWY4>Eb-*vCsXcjTS*~P-*8IFD6L7Vt1l9`Z?MNlW#k$e+;t9 z#Ifz-EJSk$v%dUp+=c?}dx>8eoiM5NX(Z_JN!Q% z7;N9SghlH8h$bu*kd*zdcKH2MD1798#+bGO=8%@R$vliOSMgt=PaOl0iLORu;lwal zigFj`eUc2hzt=$1!C17_FCcm4ZUm%sUyAHrxq;@}&W_GquEZ>D@{u{B{;2K0M8A*9 zrkJVEjo{Pehh`d7(<*DqF&EP=!K#pUOwHP3pW1Z~v&@~0t0}sK8E+ccaG6eFft;9{ zIXMBaIr!S|ImZr94L}aq2g15+E<> z?AQ6N1DI(2kVhY~}x#I46Fz1pKzfU6^ zbsQS==M8nm44EApDbdbgbaGN>y-f}?$PDqMsrEn`O$J>9^NX1BcUJ*_%UMVif00dd zwG4F^rmmcQYK$f(FL(Q_#$yr2d$%uUB|;_;`y}n^6G+_~PW`-o6f`w%k3_{vVNyYh z#MQVDn9<^sJybA)to=T}$JO?swY6`;E3rb5peFxU2dnm49iFP4el69xM8lQhah zpI~-f*CA)uG1NtObfG*)8UcUHWP4-_a<3h#E2w=8#qKa)SaC1H+IV63u>jqHtiU6@BTs({MK`3k(JISUx42 zW8u4|G|#`4K_)(hj=YHqRKoFh=xZJUY_A#cT9OJ;W7|E|*_BUF(5&#aMNAf2I6H7S zMo1hiRoXt}JGX(!|N69x-l%}FG3(v)%Cu znx0fl26L(R*yybzb~x;zdA{}wFiact2P_$2lDpRKhXJveT=l?Ax_l3qj;Jn7WOD|| zFa7WS@{GZZ*ViP?ig!4*eA~*XB>{58Ouw|vxCI5T_kI}pbPH@;kJeoHoQ~EL4^8B| zvp}9m7NZvKGA#9ae}BgBlbE)3_lu9~WU&19&kxytcPJvL_VwaO7v^6YfAVVR58BWg zmSX+Ij0r|D(+@+L!E}Sw^_X@wEIfNlw#iT%a@wl6t@3(dmQ(aMIxif?g4t76vJnZ8 zkgZR08sCK({sz1fJYRrTKyF}Dx)`Lgp_ko1`Jiad;kzdJj-XVKc{lg3iSW08#&*3 zfY}`icHO5@_~wHCc1Fsbm%jqJSV zAM*RjBD_;?TOQ&Xt(dW%5`OAa66XBop;zLc3VC@Br*T=8gO%4Ye_TGdLXv=pkKOhG zFjn2)+jFA}G8gqu*xOHHZW?Ff;(1oIpEFMdMnVePfzQXDj$_8O>Q=kP4$Rf|Q*TLahqt8b ztcYhb0SY`B)@r?z|Ke}WF6Zh&0Tw|mlAr|Ud;7KMd}Sac-%oya7rR2nUcLYL&K!q~ zl!et>)o($USfqrs0zFnH;MSdD2I$TqoP-zsJV*=!kt%8478v4N3a zP+J?6eVTSK5{v>HQyLk;x*?d#%QrnGs0Mj2#~s_ZI}TH?syAJ!c@JsS-_b?pxr13t z?$t)sVldFNPdD_38(R2z_NsuCQe67FV z0L;31SYG_c0lBH_bVf}bnDwZ9g#5`*XqZ;)C~x{FurBijWP85DqWd|cTEAVuymh?7 zgL+`JdJ17G0DIUO>XrTyjgLBOcS@A6>^2Z=E}>aYOAkcERysme(Wro6F}mBt zL%n~05?F$zZ5Hgj9$YA^Tn4TAJ_~Jz7_-- z@3pA1u)+dj#aD7y z9-=LqpWUrTJTZ||>gDMbZ7|*XF4`j4bjR;hx-}h0keXhYD(Kw}+LfL+Zk(gR0N2O%4>0!O`P(e8+FNaR#PAxXXgA1q{w+o8#gr%awu(UWPZ_oO>T<}sY*|`re+5iv zG3SmfMACEA;d zSfF`7*X+g%C}|I?_XmhzhUaH~Se#^m{IahiXfD~HPO|>d%XV{^zSJN-fH@BHFPrte z;e3mk&Rain7JY?D;m6wh^jEML=}Lgu{^?ec^+N!4N#dYwYu(UMc*bCkJ(={{dK zIR2&-3hNSWY~#;ki4VN%QayLk#?!x4#TVL`HBOlnquvRo9@qRi|D_C#{QBE}-PHq3 z1=G{3Gn|$w zG11EBlzVa)7I-Bn9q>pA4gRL2DGzCZm7o&Um!+q6*4ye64aWpn5!`!5Jf;d$KTZyJ zJh%yFww}^e6w6=%=_6c|Kb9~Tw?=(t!%<8Vlj>i-+J`TmM`7`!an4M^BakGf z!jiN{6pEF-KBFZQ1vwQNpPP?rV2NZIx30raAWQeU#A2u@B#La?@&(jl`rY|g&%QT@ z#P1)9#-&Bk+S{?`k*aiPH8DqP_+iBIQg;ZZkKeyx)1 zuP6sf=CtJv-l(9d-xnQE{N{zUR|t<48rh(57U!DIpGe62>-9dbMMKCZ!$s7U?n7NH zcA0`vnUL+Q!`RKAQE02lto6WR3R?Y<{eb!)0E;c>_%7s7F@IHI#OR~|np-uRqjZ;p zegT&4)e&{b^W&Pt!(DcesWG7??e#F4A&iIN>0_8bM`JG7Gyw{Ft~?08=Z#jHo|d_M zbw%6Td=($9&Oo+_wHJ=F@{qUNa(yIx22)k}m~pQqXr_gyzTP+n1=iKI_OV-|r5|Gd zmMrAZ%4;i*r+n^cGR1moF-G zeU|=H`G<(HOmgb$pZPDr(y4}y1J3=Rl`$*D#vegJ^NI+~LUzclyD4_(SSVzDl3?l? z6AFGj_C7|Qz~I*h{u_hJ7_v8nf4AVg1zE?B^Q9bYfxF%nWSorTg5p#qm$TPyL8>|< zF*2zYZ4K%*-er3aX%BAPS-SQWH7%+~=ie*GBz)b@rg9q-{=L!~gpV-0#%g=1!D&be zzACo%)enq%vI|Mdl|k0CP2!0;XCR}Jv+d=JN#JkRg)gc`VVJAyiBDxwJr;fm>QC-D z4F(DPZavpB(W?GewV_BdlxUmW)Uj-UthN8qS@jYiTOpl5(J2#1&TJL13*LhoyY)7e zdwMb3*hFC+wGfJ3PN@9Drw-{#GM<*#OhBGJan#=_X^`@oUqGlb0xS&Xr)wfFFkt-3 zk})M5a@E?Oua^u)TRjsWe=xIv!GBU|NA6KEO-bz^A7T-vc_y=8p0^t_9bDP6Zy$rS zRzgRG#4}K56E>cw)qoV{S%%w*1_1Yam8%&&0ofPY&+V2Vpq>U+g?&v_D0a+Fy=D(T z*!H%$4vDr{;^$AIkL6DOJ&?{#h>n1?>+HRDrZa>Wl zG-$n-`@-2l0{VKHm!b11K7%yf- z$3FHwkcKq&Y3|({5|Ff;=Gz6QQOuL&FZ$Rb5L3K|x*a&&Am`wKLEWutEOIU7RqGZv z+J1J{;o{FM$k{`E^1>_)EOuN`oqfuH7Pp;5@`TnfduEA}|EU^C>F*N=S5O6g-LONn zR1TBe{4Q(6azpWvX*Hd#4$Ly_I>jB`2Y&Uaou!@I1-=(n)2Cevg`6mk^jUj9=B_Fe zK7Mwm@7;OxVSP>rQw;a?r7?$MR`v6IEOslH^+K4X`P+k_`z>-d?q|V-O(Wab^%szM zxGH5*bQfmwmHCreEds?hscByoZei|w=bMylRiRL-I8Tmv09aT`JSwDGj(Mh!OAovg zfZ~A~8@Z4#dtOc3cIQdUj5LGxh6|w#gg(dU3u(bmwX9GG(@fz zf3whRu(E-vOc^H5XH1t8T*30*Rgv#scJhr#VAVg{47rks*Q-~qLE)PU&wnSEK?Xfp zE~&LC$StE;&%*u!EPIdpjR_nD4c*Nyc;xNsU6VU6*fLuTKyScC&+iJM-TjLD43xV1ek&M2!UrNPBnx zNkV@Uz?%#`#cSqhY2W-3sC zQ`@ASZ!Z=-|F30UumsAFWhz|?nMVu3J{*E--C%n0>boC!70jGMJ`mKVLo}f!5IR@XW?5kR|DxZ_$PwB=1J)tv|QGfPS~u$2vPq6W(ai znf4g6{j?pU9~pYy;W+qnL2b7Ny#e_Bkfe}6rNbO$ zoUJOa;xPS8L+FjjNXUL{Jv#|$BAgmIeUlJ~dH1M&jxCG8)X46O?`Pz|<~#b71wKvG zpTIEEp-_YQr$%nlBw2yg_9rtNl3rkQklVl@NDLFIemj2_3WYpZ%9>vs)5KiuyG>d6 zj3M6$-G9O&x?t`$BQBV~hN;$tWkg;NOJK&NTC2%sA7--%4{dkb1v$(jWvx+((=b-j|MAi);EX zS!kjq4~{q@+hs7mLMy%<8jV`0!hK^RnUK%W_xX|85=g#GEL;~mjd_npm8hk4p?{_I z0_iRjn5k#mvf+yLv6fCT6>&Ut&05+eWOf05X13wCS$MlM{G0E)8#g9)*AtBY%Etum0 znkMJzW@Uv!nmreJmA{QaUO#JD^`Cn&!8Q?0!8pua?6}G6@ePtq%n^&JAr?sQYD#gd zz=X?7m5c%eFkh>+RZ73(iQ*21@k)!3>aoJ9G3pH>7mW+1?PkzFkQJrYw}ol0y-0N# zwL_z2Qsslz6==9bDmF)^AM^h>lxHpxhUs!0`>0HhA-8*d=vd}^$h+NA7nZ06Hp)+_ z#NSPUG}gub1I9NXr(oc#H+gBlpUYA zooC1KMGp0n9Q9PFKA6KeKuRlm6>KD|1l4@2N52}Z43sz`Amb&KfWarKkX))#->DodckJdFnAHSns| zWPA<@YVIy-L@u!YTAXfaI2rOz9lv_%mL2B3`EeinyG6*~sBmrNd<&Y+q}N{@XhbEw ztdbqiuV8LzM`zXuMKJz;_V(HvS1f8;|NfJZ735sn{U(a!57{O=@qf>iFn!u8Rrf^| zq*(a<(hc@Rm|l`u$LAvWHxjM_+!uEI?{ccmtO{o2W_rl0eH8P}gcg<@*Mju54_&mL zeL$0i>q2Z{LYUM13VUG%846sbC<$`qV`e7zrqel(F*y@6Eh@>P*?Q5p*%SO=tJlfp zw@(sS(CWS3GvET&+HGXUAQ_V1DR$O9pV+C7kmk58da$MX>p~e?!o23%!I^*GLQ1K^ z^`*TCvO0@rt5(oqPEkLxDmEU>qw`EofA?jy*?P0rLaz#vLag=-Ts4QBkyoEi)gQs+ z4*sm4{9TaS!))v5w-88e7T=S!y@q$qnWnuLltpWHBJaK&#+Zg{gQ?Ci6D`Vx`PBzy zppA2THS(v*FdgIBi%GT7XpxI!swwOurgf_O&~=Xobic#%C-h%K+NN_l2mHD*#Y_@N zeal4s5A$hb=!Y>kdCZV}iW}0uI5$@K=pdN7OKbdi$EziTmM*4leZbr(3YKdV;O?3G zR$rKX!CGl_$6ci{Oo&pM2svAXd3H-(po*tsiNx03Eq&x24%t|%jLm^!#=P$&nF*M@ z*kYBU!Gz}0xbqoPR6z^x?+)TyIkfdM0NVL5K)TCUt+!$yLH-w?b0diopld2`YpTTp zb4nb)@;!ABOdDOd4s;Aat)aJc73jsVpkZ)3-4PPx2&^CLOYnw_ruVe|C^ciUSp5hr z97S6(!_G!5gODjF-q_%N9u$cVC7gO714*aCf1GEc8uOul$@bWTIJm!^`6UiXt_)+sqQc z>Px@RbQ!r=NPqHA=k;Yw7_N_Qe#iruL+bTjDC21ACrc7KMCZeTguTY+U~AM|=&x_-#*45qjbP1*mXLGxd$RMHC7Q2QR? z|8)NMy`TSBrWQRX>bfR)wQjQvGttj>RqwKeER#9&y}3=O(!%mlrj9dMZ`PsPym<@s z>ATxiUK#@nj3>j@Pby*Y+jIL5C-2AfD^i>OHhZz4k7vZ6jU~+DIhua|q9&Mq%pZ5z zuK^0&&AQ9kuYkpQdBPxZALeoxi;@fA^%p(k*AtIko9tjQ-?zoWcJ{$9Ah&@ z6U~PY4W3#DzZ~Wt5K_j#jG6wj!$n8P7PT+kp(Y7t2Ad0#UD<+qgr+vzYdhv5n@hEy&3Z zf)3p2#KKPxv}AW%qMGXcM{diMW5zs=&);@JMvNn~&v$|ebN@c~QZ{^{>n?0NcwP_tv0qk2H@(Lo`!=FsAi z-)M_zEq8rYU2nj&x&>FuNCTK~;+nEzxD8r8IR4GQ?lH&;qAmhM;d0{`1;BHdmH2wbs3SrUAuqc-_Wrzp>GVFIu5hh}RI76pNxGJhPTdShH#4BVh^>ULi)mQA z9$dUP{Tj31`@{H>yaajVMjC!e)IwUl)(Wm&?=iL7UMMPn7E8V+syqwiL4Rjb$GKE# zF)#i0)4k=tF@2uvzJjL*(ctcwz+X?|A(Ni6in8}LOhF6h_&&K{hBd=i8ggI22I1y` zV!Lk4!f|Z$lUY0%`X(w)q4^G(Dq6Gc>P8{gJ<6%cz)H+Yl6c@C5r=87Fs+>xSx4)1 zF2Ymufso>wUod}=4b*&0|9t6O5*7#(&af7v11lSh2}1NNm`hQ2Q`q7k;K?O+ZNj%wp zr3*?q#v4l5d;opKezL%34rcyxjc|zD7xKz(UNB=jhDLcZdwT*TFw4g3AdjgSWSaFD zeCkw;g+_jTJ*jDp*&Ml=)q1KitIVv7PD2u^+@1>YjrtF4KrDRGZh;^zL(s;6XYT0_R$_zAC3UCE$20#AJj*~1o-}~ z);`RdpdBH^Vt_fG)DyM3XBYk(l^r{;but=a{qX-$4ZhR>;5ZkSk~qXepnxj#pkcZxtv#plF>dZ)MRf+)ALrTW+@V6d-sapc|d?< zGf%10I`7cW><(9289T_&@aa&?iL+qvgz9%TG6NKPQsi;xPdDTbd$?rvw+^gL+YG%@ z!jP*pV?T>}6eJ%@<&+z{?(7Pq#i&b|UO?J2)oGjC#%hL@K-WLvOUrPPJYX?w^jP@%;3IDk#Ww%tE845ehKBve0|<7A<7U4y-wC zfO*M**KhyjVqywDnw}O38DE4<$+h)B#^%MFhiEh~=|x;blGsxyaGqvn#9JDQ*q;+f zYrKWl22*DxHQBMyZsv#XW*nHw<+=P}^^c&aD92s%+7mEm|FU!hpM)HZ->w+?sDZ)h zm1W_uM4SxS38niXne z!3Dz)ZdE*}Z?f~4w75K!WwX2hSooCq(afS6t|2;F-Y$;W3}3-zr%Caw%YZ~A$thljhA#g{coAQF))h>Y=6A3 zLOjTUsczqreXtPfRxT`@oYTPcWQ#5PgwvQSgsx2?j~5FTGz-N%)Q5Dw!X=#cu2}eF zs%2KySxjtdd^P$)9ZTK&Z&APGF{Z8u-QT;q2F9g=ZtFhg0<)VRQ+{0w1Pe*YCvD#? zp>aB^isuh^IH>dYNl)F+U_;Vr;mbc~$ogBD`Na_d$d>kWzYjG7EVno>lvTGvF8_jg zwG1gV=zRDvRMdwQ_Q-p~pR~aEdWo<=x)&sw-53p%2tcD(HG+jdvtqvSVvFX^8&E9% zz+3O;K=7yn^OMo_9|QM8 z#yxQ@f2}ECups)0nq>_Xl+7y&I$aOeo;*Gj68#C%#!5@nsM15BLqz`Ufs>Gzc;X=1hi*){AM1Dw4LNsH?_ny{-YzJe}@~P3~zG}!c zvt*{UoeY+}W{;<6Wnu1`#wTYFCt=9|lbZ_;wvdTVr_X__8nPI^j^)063z9hmv(`op zAQr+4rsSa&%mVbYiuQa?d|Q+6T3nXyy&3yk?voY5jtkOx;UgjPpSD zlfkFOES4bM?io>8nZI7Pov1BfT0{btoN{HEDf$u#cyVlNOide8= z%Qa!lV|-(RT=WfWS7kRZ-dYD6AC%Tr^iN~aSJ6ZNy4IoK9#W_D_zNuj>WLm(=rWkT zNT*d_8Hf40mKhGMnPX~OTFZk^<&f)l8b9;*8OYops)SCcL2_t&-nRh3iJ(_RkxMnU%oopRCz1;gi?>W`DxBp z+^@p|%E4bG^xmMg4>bIP6Bx}uKYO4a+(XMm=h&4g3R>d`n9Xtyg+fQOHC}rjKyy)t z+3&4h!mL^sJp33sATeL{)Li^d-VXTvlRuyj2_1)z<+c@}#uqw*32||d&fQ*YIY%1H zp0z)u-n$Mt_1rdZn@}MK^}^RralBwnH&HWq^8lC)BYY?rT!YLt-(K|YF#wZM!0Kjk z4<@onEZmiBMoVH*r|T%DX#C%r&A|IL$dtd3|NT}x`mng)=&)QCW|HL#lUX

jZAb7*T!j{;R6fbp2Na1*G4Yg6l`d4cYJXq2sZuP>A~)4Sm8*VZhNba zew`Oz7Z{AgV3StOUjHWO9bvg)z_!`vm+iCUcLqVDo|agCnl-dL*&X8V%0*f$zg=kb z25t!IvK}oe#{mu3_3;CM;qoo?60sFXWG-C3%`=VDC!!9dR&@ZOs!VI^Dm_k0y?5}f z`;DX5D!c_5IgzILFF{&^5FSfp5QuGul zh8n@r=X9esn;z(}JD0c%Dfe==zwZdaCi|IIjtp*?p3U~Z^2>!lpW3JH^=}=g{%*N6 z^ZPa|U9CA$r}-Q^;=bjKY(0;QPfzu0>SSZ@wy&JFk-@l7yhPu9A{k~is^!kOE0mfu;+G4*p`k3ACjnTgG;3 z;=Su(&x}HU(cW{sYCt@iwf2bepcip`QnP5 zG?Tc7BGT-)o6 zaqID6PY*idz|P^3Sy5vs(%P=2aAGG6-X3RiO!$OzzIy+~v-$z~#-8mi3WnIszHjtq zl?akzBD3gsgutB3m7NkkMCiNC=~+i-g@wM)vIE3oA&pn-fJ&biJZF0Ux;E=Hke(z( z#|j(aw8eF`5oHR2!Q5Og;o4^`V>B%bA)CRs!+v5GjX}_C{U47**99aOu(i&$@#4^L zzF0wPMV!1a-cxR643+Xp1g@2N>|Y*sUg7G8wkH+$|NME2O>f0UX}9We;n%I|)UMY@w>2kTw^$Dkr~$84utn!VFdEU z&qsO;DKL0S@)SXw2DH-Y`vYFy*t0|Yti$a!0$q6c*7ScwnAH8wJxX{D13&-s{BW`X z29<<&IR|IJz-;33O|@SHy5uAH@1QDll>T;UwmyMH30cjXAckK*LYIzl67<~N&t!Uj z9h$1YGz@G#i2WB{#nruy#QuxbS>N@7U{tBrCGA)}%$-(%p`t3B=&pa05+#P2SH&Kt z!Z7@sS}yp!$!T+aBb--h0h_#I@~c?h80L9iJoOCgB+&i$9zWd$oO{82{k<$1YV=cv z6rN?IsU*tIoTmWO=cjU{W(Cov4XjpZ?m~hGvl1;3-u!x4#UFS zE9LDQrdaWASLPeGIrP>3yI2nhwW=)#6B70z;U=Hx>>B}mX!F#E`;-j){x^5jNz)g4 zZkqROV>}A8!cyDQoE&jJ_;G%!g(M6&_0!YY5Mh|@MohceW1MLI$}1*3Kw!!Je%6(0 zh7^C%JFj<1!GcqEi`sz{?Bxc#k<>CE#!O7NNDAWEoYmK`tlPM<(p2%$Mh$CZ|9*O; zI0yq6&y8);Jg1^5+>$H_SY0KBb9e?$IBjX9M{;Pel*+*X)Y`kvvXH~ z`t{cK58{OowOdjCjPrR+iz%dc|Jja9HyAwj@s=OF!?$7tIb2sL5YBYB|P{eVDmF-amX)w@vqwd+L0E}`HR@?23aZsCb zx&EXDOb>T0!&(Ev_Zo~GQSnP4qdXy5!xGbG2F zzWssHoq5E9aJv@y+MyJm&a^_vb$zX!vl*z<+u8hx*@?vOvt_c_Id$kcS=i` z3a~+}C-JG6{2pj3-rvJ3K8s`DW40><7f)!p(m0LZga8g3#a?Ee_< z<=w!E)v>IW#jm(v>0ocFmVY|TGMni%x9h;8b+gk-&;CKb!&&B~@Z->9_lNd%To6VL zZDd^pE-27(hgZFu{YqfqUVCylAKO@OpQ!V{ z2J`oHr5e9-z)Ta9ERkCh>w|kaCx!VSGC1{&)Y>*|<+gmwNL+w|^8&45tY;zeiikba zq9Y8aNy{G=d<*UO>Afh@DY&#Ha-dk`1~ddG-%7|4#*y06$S<#U}g(tB-~f&)|C#yEGLTwrX?i9!SHsj<%gT&-H;w z(<3s?Ph%Y=n4I%-5a%wHz306-gnh@1B>B<=p+IhrPO1R|R4v?FJ>_{F@J86gkJE2} zO17L8Qmuj6&oa-M=-ROMkCrYY>jHMCiE`f848eNcOxn(zIOzV7qaa+m6IR~Lcg5y$ zW5W%$2hTWWuu?>>yJDUhdMxzCq;F|L#|Qq_v8_hfRL2}-)O-%dPJR0odCD8c?`lI+ zOci$iJ@bY2${i(k#yV3xYC9I%f7u< z+O6NAg0wPRTEdUb@;2f9@7r;(3UunT?0@TW za6*qisp!mKNJ>9iEwTO@d(OU5%;Ly`5g+=YAzwxU-JQa3pQY_^(4KJjik}6Lw{gi^ z&l=-IQRc0u!g- z!6n8FnBRBYMax?f=Qv&EoW?$5$8#}tjj$@5U0Cu}-z@w~(_KLXj3j+P*vg6(RQ2P2-3k$NXj?U0@URH^?7*RcEs zYlqHX?tH|C6Q?$=p8r7yJy-ar3$L$2Gv%M@hs;(iIjWhY;`;~Zf@ejpnQ+3$mQ}s8 z48G8<+0RM$xD#C4jXj>_C_!mrY3`M79-y3j&X=W_puni8S4DfMg4CYi3B8B+VR1XF zE%T1QNETkYIhuC@XLfp*)B7gDnB|VKaGt|hEblk1d&?W9hq#XzPF;h^yeLkY`cY`t zSx`wp1)wzh-CE!81ErHO%bs`_21kv2M$J5d#$$d+P`?VAW9gHYd+o5|w3R13V?+0E zF)M?XG$^2$UT1523H>IdzmgZ9!c2i|uZQU*)Rn$b&pc#_jp5hzZ*}tHoD$eq9*W07 zk-3d~JL+)g;c zf%^R}m#fPd@oPMXwt)N~4)Wm(m4{wPJ^iY|x}yT7edxCS{aJ>S{1%C)LgJwQJ8fj( zQ!$KgDNZ~4#t>%o>JR@Z_DY-1UCKi7kiWGX1-4LrbY_B1A@+$J4$c;vDvS< z_R%08th{P&cVc=C|1#qK7`Mvc*rG>o`EPmb7u^vlGDF1viNu8ao{wSmS98X`iC0Mc zX8iijU_B0I=zR(eHo|}WGf}kxL?kvk9k}@JJ&tC1zRG_;2MbE;dYrC;Fg1`NpRg+$ zW8N<2o@8l+kQHCOw2Q;oBD}gqan~=HZ#FNTc>D}TN{_y6*A~XX-`vJ|PS2qDLTHC< zb1Y5{UDl~ioQ64ZQItQi6;pPDfUwmY+<4)!!{O>GjGf%#MEH9h*7V?*MQu421v7uU zc3lk@il$#AlR1%i-0xiig&rt}o~AGSl_k*8OYy%dT*nT1y{Xdc;W+;)Kl1jebQn7} zo+)%|6n?)x`JN%sALlqOow#}Z98k9$IVmrj00T#CKI!_fgLi#4-PR{dNLn$x=zU>m zlTWX<)u_(HnhOit{n%YNaDX*Y_t_ULkfDD%eO?-e>`Xs+MV*5hy_^9Sg{Lsu^jlzz zTnyB!%AfD8@5QuFX5RayqBs3LYHJnSSs;x)l#r{ugyXu#W9j!xp_@5(dL-KciYoag zik<3lmHnR4yVoi(w(ajOsjs`S<@M^@tPgvD)nZW|P&--i2M4z>Rceode5r_*JAsP=?WeGVFF#nb8SUCHC*NVP#Y5e5mu_~ z|6B~%1EVU+YMTXH08z%m89MGS{g};IMl@*)bZ~LSB->yQOWmBM2YYxM? zRqB?+fj>x9+S78JArwc9;d&u?b5%f#$rki=L3JbUV|LVN_fiw4iyZ+g} z=>=j5FC0CDpl*=T_l?UMhFgsJFKZ)^zi3VM$MD0j(!BAGBMjJI)v=nAYyyefUDGex z$6|B%ya_K`KCJSZ%73)0B+zC3Uen{1#iff{dVkogfGRS%FYZ()WbGKuUw-3^HP4w@ zz6@N%(Gs2d1N@Tc9bnn?ckK@n{ZpN?+WTRc7By}X+k*qUn4jh)_`pPszRI8JPV6{p zJ$`YIK4e?&*uG8J8mL#gjB7i}Kn%Kpy8buF~!dzUw{%aKb z9FJXlHSev!a#!>^ja3Btp6PqZNhl)e-{Pc*H8XzaUn*0RkHAIobGsw|^TEYEM?+t3 z=KU}=RigZk2H?H7gS)M4vFhWcf0Bh1pB|$i3#-rSt&x1=jxjC=m zZ@}1{M+fQ5dtste{pRd5#38NxTB?Q)G;1HaI5fr#jV7e6L+8q2<-?x`+blMq=56o& z7~v!sju!M~7c9j(+t=qGJDB5Y=e<9It*HvE0_Wbp$i4@8X+@V$KS%^(YcJEPh6XHp zcKXoo^Tg`aUCx1JKL`x2%{{AKccDFiW#dJSCXlnwC0az-V1JNZCC|J$E}F}$>T9>b zSdg{6Xhs%NtNp`1>+FJ_J0f+T-fqP?hLz9)<~*E{cYDv-sRC7Gri1FddAOkZ^s?%4 zUg)f;&`jn#3PV@lss6rRkCQJOlQYSoSjaN%veMUpv$@=jFLDfF_0qGgU12Lg{9N5b zts2ECXwqUJ7QwROmExkBp3S`ba%r2lH@cp`wP4nJ9J(@YbMxGug8Js{=SypxP+afU zGV<*o&Q=7EWyOub(BLEU^&1g5Imth;JNOaIk@W1v_>7?^%1iio+9*`9zaA|$3dA07 z!)2SXDh2u_UElVC85k~=SM)fsu*tLk`Yx=$!}9x0LWJY@p;M5{x-h2?XU}}Uks+fB zRBg+gyE4i!VNMC+Cxqho+$(h^)?-LjeJ~gEW*1WKCOSMF+@ip=>m#eUNg+0f1!p|9 zRfKu2Lwipi?gXljimapH9mtpaZ*-5c2b5ZkaJx5M#;I-=nUlS*k#cE=$x)tFZ0>LB z2~OvRX^EfWE9>6a($?}aV7P$5kXoWs%|*a|HEV}PjYt^Gpm&VWcZ4Ngr~P3)eb{G{ z#N6U0PGFo1yp*2)8D`sVt-794gqn*lx|D}E``Rz0fXm1LbM4kBW-A|H+`}=A5V;?x zuGmbgDltMI+bI$XX(H|PH;XHBB0z19km4#if&Buz>tvx0Q%1U`Ulvla$8qT@RQ zxFt&mG>l)%}Y=H>|hvAn!1)skU`#3XVgbdXf3#iD{fj>242jn}cps?)u5w zS78DP_RC=CiPI(Xt3L>)`+_@GpS!&_r_svjxCpcBDEVzUt#o$CA5 zjCCERrw?|mEj+=A;wyo9%C|A?*ra9qj2g6C<@^?74n=(ZII>^+0(O5KbC`NThZAQ; z`CFxZVBkd6p*UtU7<*kmZdtR81@Wi-_o{e93%ymo*;ow>9?QCQ+bkWk{T*kYDD^?C zZV~B|zdkf*js$9Hp8!&xn8U`(0CpRxzH`!2gCVAhmbeNd9P2sQanouXJ0py>_dROI z0hc=kbdL`L`GAI$cAWJ2@%T|rGODbRmCljZ$& zZyeM6bk<6Z4F?3|w&Xrq1JZ$S1^2A>!vNR3PWF>2m~ffAFxQd=DQ5-R{n`St;FvaV zcNr_v{;u5eRsV+b%!#p2sZF?caAob(f6mzY(X(dk#YwFHk(C=2%LSw}oI8A-o+!|l z(rNjM&*1p4i)=Rt+p(yyf{^!69%yUB=@jFK*!5)hmHiL@|K7Z~N~|yeCYbWL`VysZ z@@%^5Exu*+`tWeC>=7*-y}^)XllP9m#3!DPcRxdm=jRXPm<}NDvF!7R+KTi25o*t4 zG%!2Nbav5R0a|`c^{G6dLVd@2aNvX*ObK$-daoXbbdA7mbpp=_bZ@plaJof>d2MpF zGRJ>7XDG?GJx?EI){fP?tL%Uo4-Fr8@?)H-zkcuO-kk)t?X4oTi{VJT{Y1X_{tX;G zquV`U#s$6R*ByDyYM|@e@yC1;Mp)Qn^lc$?^FE%wEWN8+8Ab!rmA^?<;Ar!I*^Aeh z@Q;stC$TvOJKntHOzLEZf$2Su{LLjWPjHPwx5os=yW4NOO@6`2HwMv;|4M*pR($fu zpaKp>guLq8eHhw%1l-Rh{|B@bE7d)@oml>Uf9A!v`Vf`$cTvSQ8`?)c=Z-hlLo>O_ zLsWAMHog~Sp4g^>J@uZ&lj@su%JcA3g6bV?kL$baUakY#mCqtg-~C0>+0^^nKFPz- z#yRP(@MD{NL^7<3)4;YHZyIHf^W)T{M@_8^7fhzP;D5iIpkL%+xNeah%(3)dSB4)j z{EorcDZUWC35*=eEk6%rehXscm1v-8pV%gQWCG{qkK0oYx8byvo5^`OV<3GM=QX`G zhr<%O&kAX8AXMvbe7`^+0B=$x9^w?<=2rZJH(uXvk zLs27l)yM-2EWV_1o;v*tOT^w9mIZsl;>!K&W}i55iB910?TkvOn!9;5u&Wp6i(kG_ z8O#G3=Z)#~6K`-tVedi9k6o~^*t|B8@C!G#oylCEX%>$Bw7Gx0^%~SJ!{Q_NHEgmdQq^f3 zhVH978WcL$u+n}!@#NzHoZoV4W_~FN-^}jM{LS78{SLnpUId@QhP8pGM7mn&I=6O! z_)Y+GPB5K!d|Uxb0`k?bp54UCtjVo+ora-uZ++Gz^HHqhm$Iu$TLjYfo4z-n_#tV! zAgyn&1TN-ZsBk)*z3E}HceTx$ppe&U;z_*~jfH^pdqwd);8SCB|w2=tnvC0IvBWI!5z(_fy-o8k+l{s%>3&u#N@4s zB)c<`=W<yYQF@BQ9YG(AmzRj? z&Fw={!<|7}3n?79^CbJ@yF_fe!g1KOT@)j70*_WUo5NqpoY=Re=b>|sk@>O7PaLe{ z&wgX;k4+LM-Wr^~jN}~`z88@8W0GFPxBJT7P{?wFI#GK?fi82w%t7`mj#3ss#NCa= z0ok`c)0@Ykajq1^tc(%p(o3Ew-^+vkaYbTfXp#cw3%37;I7*;dtMIV&rw=f=u2PlI zU4nC_%*;EI)S$XO-7qumF;=DTDAcjjhl%SGd_8T43G}B7A8a2<#Ib@Y*1+#!Sn)u5 zT+%QA$d*K<)8+m^%6vOBo^}Q@3Hm2KnRi0{k;R&ea3AK@%APgtZ~>}jIP2{85f}hK zK)=6aHY)DVF~!;fo&;_~E0~pa=H6oT7~fq~3R%isfp$qN-s#1HO|BGmqc}Xn@|oIW zgGJkryiSqwy=$bv6!m9mP)`V(jsB^8`fd-@0`6Yh@+N4sNVs(7@L8l@=qkEr_XlSs zCeJJKNJ3+}!kW0=J6sxky>s4V1lCyTPbB!g##Y|nPxkpe!-naZn|1X%u*htr{_+_& zHlAa+$s%8cH0DTemXtG4e0}a~ZeuUZ^UN2XU>d@9?yM_I?U#|p8sOUWZU&pvGBej?1TVeYK$bJnx&)#yv2_!82X=gb#hi^10>s19540te;RcKeWsoWBdC-3x@RD zH_rSl#wpE|QQB82e@iVapyO0i;(ml1 zVOooh&aB|q7xC^f9SI8)ZvXemdmbq7pL){2*Tc0B%oPIzby#vWKT_NK1FWUCbuaXe zZ}z~|dDmGdh^v}Z2s-{0mVSNnb7@+FwVN-yUzAl~8Qb~CPMoh`IjU-5@^6p=ol^w= zsSlgpdO3o*`)n+vdxb^iKYESx%f#P@Y05BJQC}^^<%&sjRt$cPrZ_`V91}gU4s&7Q z1SzY}P{)1TcuRQQNI|CtvGV$$?xcW zhoJF2o4+hWHqt6yRXb)a;n0!S+7Bk~!G`G(lPzZ!u_2e8_jGO()U5K06*_&w34;jk zf^a41-q9Gj^X3##G~7JftFy4}yb@otxHnMhvVQvn&%*4*hyxPe+Mw9>C6%`81(F@6 zrM`+-LGF&1=lD7GvGa0#0knO<9@Wy1tylV?Gw18&KFLwYbQZixy6J}v8Ut6KNqokx zA772;+EZb;VD^#cpJbR~-KSn+eNlnFL_eWg&yGNs*}ZbUKorNxEw>&>%;1D;P;&n@ zW@vxks-7#MhbFQ5yoOBEAFa3n;E^{2Bb-&EH~a4IFp}ZuTuXFGILHo$uEnAj__-QtZ^3hvB641JFHT)?QN9kG$ zdun6H4eFQU596^X=#Bdz%F=z!-TXB1~Rk80G3Uyn^qmV2GbdT+FuI?;n-|2;gWDV^qC|l{p~u3l|Q|nzUg*` zxx%3;?`cNFnF5yW*RR0P>w`muJnxYda@ZnAor*ceI0=FpVN{x zee7UqtXl5F7zJk0s8M6F4@$rMifa(aL0UiwgT(I7*Z@t^<}nPAb87UKihnec=B=*x zubhTi-t~b9s{;g9)|($=j*DaWsH&3UlYoe@~p#t4~-3vnwFL60~e6s!M7z9<1 z2De@v#?=lFgJwlv1;*(y`LoCTk-Rfhi$=W+i`9eUrc=|fc>T-$YXSybB-F`=mm*Dq={L89EKqKLN*=t;fg28L?`vnX6d1SD&(xeK2XgoQdq)nH z;Ea-x-chA$9FSa`jAhxtf#+Qkglr9%y5QWo=CjE!Z|;WtaJz&}33om#$bEsLugf|1980WFV@>jg%-~{}${mlN{tpq3EJ~(uFyEP6x z^E{_#sfbH?`hLfMI04CqX^G^p2l{VrcXDp90BXw_PXTf{6gx@rRN2r0&D*#8-!4O3 z*-73<+Aaaf77D{Re~Kejx!q)bjS;IVt`5+WxpCt`cNw8?7qo^6=S7nc`fe&UKJH_N zr5n=WlV3!kMZ_f^yo8~Zr9FczFPxX;e_Bno z#TvQTGi-7}I1;eyY^V97P4E23oxW&GH+B@in^8tu9-GGdd)OOL)#2N>QX z`TX{Ed7RxfDS#7^FyYB8;wrq!e}X?tZitw`R82~#nUN*T{M*ggIX3}Q2U!E7I&R?N z3jIG7&TJg-O4&iWt%mhixRMWM^eM2IiRX4iet}kQ$-@jOw~_XNqL3Q&9kY|->ZGgX zaK^gndMViw+8#EHS`YQ%+_l?vhy9{)oZCl4e4rGFkI#hMFRy}uDy9=@UlV{DJEx<# zXAbMLC~t$cT!Hvh>YULlF`W2Ne&?NlA5KeEbno)!hsGbHLcNa%Vd?Rg+Rw*cL51>l z{)~b?0v-A9A0wA#pm_;?;O>f0slQ>O3!|?$rEks` z-`o@9J6IiW;AiaMj*_z=RWyIX`_Hb!98mFw3hw|8xr5%j2ho;)pOF{qEhzk6U2lhtlV$y$7JlCcdt& zogYSA?f{xj0EJ~s*}4`1$kw}hzt3Gms>^+=!db+6MfaOpGQXi=z!=18VxaB1U~#?f zES8TPV*b8e90w8YT6eKU7u`)}Cm--V(|;~ZcAonS^IEgZI6#R~Nx-WcCKFn_Tvh(@`KCD-U) z*4=BtrH`>pXHA=M`tZZuJ?*|oTzWS$&+`F?7Bb{~6WyWSwUyqlYa2G?ymWa&RK!s? z4sFk#6(lPg%}}^wkZedwJ)SOw69+$;^>2(~|B`$9VG${uAHB`?ME3`dy;K}{q!$i7 z|1IPdszl&azI|Pks3xqQjyLgSuz})zJZ$aC_An}^WSMAdh*gwbC&o@!WB-%H{zkhj zpy|1JF?3l2rT4kua`|7Z(o5$z?yiFVm$#m?E1xAW-q(~(Dr$xCpNi(}E`m7mv&Ulg z-84)jb#dNEE5=?ut^wbqquAYPoUSTKLNfo6NXP3ku#m8DL?joNfdM!9fpLh*Rq>qv+_)uSD%6b*@CwB(|fyP#9x(HJx5X&lSFtzuxu1dVhZ z(~;bV6zDzHExzPdAZa~5C)-*C#=p^=1+SK3Pfgvly)7H`SBwc>2xV1ZdZW{x(WMG) zrIcDKiMHIW1UvtE~4IIRIxFtQ=PVu;K5$5<9jnQt{i2!~6<; z1A)$_Kv(*F367LCkKc>i3sda%tos@1@TckRS#5)KoT)9SKI%0EQ|rniKSrcrP=d>w zQ&}5ZjYUlVDgT1OCt2&eopNA6X{l?j>kANfZcB~LB;nGZCy=2U3Iookj5I9w0(Eg| z-|6-jSV4*ZE-q_~;}4<>@{c0cW?0IkUerQjgztg>xOXDitCo)Y);%E6s~h(yI^aUx zJ`vssA(-EJRD7G9GnNX`K1V7&!?I&94jOaxLx!A~=f2x0Ih7)vUq_$!c~F z%LfS7wR<-E_ze)R9E}o`4TLn`?B_An<$<(N$++5qBLFLOwhb}o7e9mH|{^%`C+}{%++P#L0 zR>@JrI*dSNj|KTi3+(gTsqEDm0KO(x5+BZb;-5=4zPi^`acyyb{0o`K(5!m<>9pA~ z=wOrX)%k1!S)SBCwNH7lseQ}J`#mh!Iqdk;;AtfE9u{kUb3P7-CB=J8KQLnB$v4l% zh-=WElk(P%Ujn*K*vYKLrbyussO2~+4%0`hx_ak*alk8a7wN@sARUo&<4P041%=L5 zi!L)HC2pIXpZJ0KIWkGC7xp7fB`kbCbQ?}rY>U_$Dh%Xa*LSnW9zr{Vm!N^i8V=r? zE4UGS64uA(SGVdE;9_Lwq(_1g0j4Z~ZZgPz>R z#d;pQI}SE^#-vuaYPqPv zJWzX|UtPP{ij9@ycV&Jx;Ob&*l zpyadfwo-F~7Vl*5=g)3q_BT-m?vB4m9dPWnBJamJwsn%n>?y2tFHa}}s^kI$$S zEJG{RoY~DG5~^ohlf7bu!9j21>rQq$%=*E#JzXmnkrEL6^Fug{(3r&Cyi;MmnJRAf zs~LvhD4!EE6@{|Z<^H`#=b@Lk%pyJ36^Df4b`5QhhLN$nb0R-&ae3!IZd2V|SkQNg zxiD21LoBlvME`Q((D@rak}n@ZJ+<`A6?_YM7Zf=t3Jp+Nwd0YCgDqCnhnI-%xsD5$ z#qX9=IdD?PmOdlzEw=DF?QR)JgsPLrbP7vvVcR30bkklU3@k>F%UktuxG=`Qkd7Y1 zEx%O@IcQ>c#iQHohql8ET|gyWe-M=C{LsDo;yuu;UgQsPZ}RPG=!-nLJ4mZeNDxfX zB+!jmjaV93K>L4n1(r8BAyZ3ZnrR^$2eh*iUOv@_>>8b(r*sQ2IvAT_v&9fsRkpgN zgj!?ADTR+mULM&zp29c&^cEn-bC37_?88O(GP$?s6*u>P6Bn;zKa8X`_uD<)4ISD( z=zO&d7ayH-o=ZCgq-Q?X*Gf(Sg;(Ol&uJ$dx*QhhVot^d*E(C>wNgk8x}u^Y@ffPl zOpJSee1-iPFPfycKZJ$cZS!Fq(zw(xHGcSKDo%+M_T4{j2RYG%+K%JfVOE+tkgiLE zRS~=A^^CKaKXOThcKH<6J3ezN`+gQT=*DdWZu~=f0 z*uZnkSGYJ&*P&kg3I~rH*9W{OK!eFUOV3U_1v<5JOIwTeVCLM5nA{s5FgJSZ-%d{n zEN6sri)<34W_tSxKJ0-ZFXfy3qZKfIHmZf&p&BcBjz}gZbOQB!2fUWf#)y&s_&uXG z=aJ#Z_ON^nn9T7sTse6dhl^_Hmm^6E%tc-Xv>)4GE<8D;cg7AIX9v@3cNgGTq-HBE z_%e<=^++d~DM8)Cn#VNPg9@xazi?lee*ryvw+b-vhe65SlITy9rZ7h3?wE@&#v$&q zJu3O%fUvORP(anD2e=A(r&skrLCGBkS-&PEwTY(*9NGu{w&>Ed^&U>0m8L6Dc?%SF znShqTCZNTAnfvB72_vDaqW&)>Vd!rWwKul}$Kvbq$=81%iPcEz^o_4L>1HAHDL)rT zZGTsDB@SY^{+3S%-y9_{@+n;n{F;U1Gb#x&CSuUqEJ*U$7rdFjI*UVMV=xuj#Q972 zJoGc>9_>9;0rUE1Z^s-oVd%%u$;9R!ppXJIxi-0z&?tm&ZlnN-JO1OjCT1)n5Wh3b zq(Eb+q={tfd0f?2+}HcQ4L=<|^C)z91`F6Zbawa2ZRY;{1iI?WP%g6}aca}=X?hQe zT;7hthGE$CCC+^4nJM^IZ`gqp=Piai+!b-4bL%?;DMg%D(yZHiyAg&>N*+8)xCLQ# zdi*Lk^1O4N0IzlAfJ?C+x=$%Dw+GYb6k_f z*0vA<$B>;k#_)xoZ7vtbh5}RrC)AMWKQ+5-{ti~=s>r zwcUYw6mkEizyRHfUE@dW&7jNWT0v&_2M7xr2QQ%y)i;MH{JD zhCDlHdzzl~R@4folRimV`rAYQ!NkD#e685DOCX1(UjQZo#OFk^q@c0lA^$5|Mp(_R z8EA7c+4NbjwXHi|!MMwTMD@U1NcnF_?PhKxPQO&$ImgooWnmPp6Z)a}%H#e#>QOBgH<996b8t=95lIyKu#K1s zoQwY%u>Ec@{*+l1EeS1yIlUrIfoJR3@0wn&waovA7!;GV zb>b+tCs#NNJyapE3ME&RIIAMDaNr<+pdn1Dl?;^s7mIDXZ@KN*`3TdU8V5qeX0gk1 z|H9S_zpx5k{hByT#M#T$YX8E|z(O&x@KVle7&@YP^ZjXYXmi?k5Asv!$BuK9IA`JgkUSK4^rI*n_MQ77&Njyaa~w~~@73*q zh3mq>2M6eI%1c)AV2>P*O50u^8Ww~$+ua-<)DCF!m^Iw#x_MTMbtB1xS7FSi{?qYq zi$HX(K3JcigOdiiIgeDMVDQD0Jmc{r*dr^%zE?jAsKLH@?)Rq&%sHM>SKu?wj#}y5 z$^8JeapYR=)M;GuwBco5mBHytLr3#nwPDT<6gz*>K{b7~9BFY87x(AizBb|wYoDq; zxvI=zMtykwtDZS7E=JcemM~!Lzt-y?E6cIMjovz4PZv6q_ZHRW#>41i?isO6Ed{2C z(B==phjG#6YVg!k1uSozU~*tTgx0L3WKND1Bq|RmbZuXS*=MG@^@n+2bh|*r-*@rY z{dzL^`ceUg-~XCd#di{0hA0L4y2H3^zO8?yE(M0YB6jR^GyvkUSBIu|tV8cdnXA)G zM>l#j9mo$f8nSO);Za*P+S|Q9WOzB0|mtn;v<~YY8IauAW{Kxn<9EhIz_m9a^ z2uw`jOyRF>a3$3uf%l3U45f6n+b#yeq~9L_0mFx|q`&wZ;Rn_hVF(6NN9 zZkSx=8xGn^#jL9=Qjfj9fwTMFoeSN+pjmWR%JvdxY&0EIx5-z>UI$)(jT3B8(VX`| zWqs3Y=f^l?I}{-OStHNnL30?rzs+jhvIJ&ITSxnaZLyC}LhBd{BTh23?k|{P145e8 z=sxLiAP4f+$6n3B?tKqV3Qh{ZU_oEjjEWFW3yA)12r$AXop#c{sBxq)7QgeW(}dBh z^IXR={)6TB3-lI&=P>V=e>aDr34v}EZ=W(M!tCo8ZnK0GLnnu&UyJu%Xdd9tu3^?e zN}B6b3||-2D4UL+NDjx&zXz?p9FKu?9@pM)p0Y4yeY&LRurJh;b=9JnZosV1;)TEa zUm*D|u|S+v1Sa?2s^9 zkfDM729>A#PDbLyA)RCHU<3K!znYynj`Idz8uZ-pKo$Y<0%&% z-v_5~$yPD#9$dnaurO{D?IcVfu~c)F{fFc=iJSjg%z(0VS(wju2^zoZ&)C)YK>=@h zkH=?zq#ciZE%RqDta)28mAZ?==#M3G2+#rT`pNf!m1DU2cXP44k-_#Nq%a++rJN+AHd#Al4&KN*rgMq+QNsa=`oSdse@ePRht+E_J z6;+^P6%+UVkcdsMSe{pW5`fNPLrrrnZJ0S~e75h;Wu!6&7PfQV$EEH`-OCeaaK>&O zK5g&POdOwI%V`-)_wuU@ZupM;cY8zix8tCmXSS%4-Cs#ki!E2`%)UQh$~FFF6~5P(yT$#0CztYNTb zmBRe}9#U^l)IFsOgoawFZ6A6F3iP$dUV1akVuKkwiBM0*Zv10v7&VEBuMSyW;a|W- ziO1)<}39hzChVcW+s0YCv13vO`zyG7Px3_ZITrz_ly2k8U121*K6j9ff{T zSSWk4t+Fmwfk9|6y)1zr$A}*sBPW)z@n-R9W@$FE6C2JeH3BtpF2eG<3Ow)Szp-UdL@0z>HANd$U$IVDRTZi~7}lxZ(L^ zWc+L%5Fef^PdFP54d>3X1&bTQ5S@5*BZU+H&Fxjvk2Zoq1B=MZ6}C7`vrU{BO~mf! z&Z;tAE3jBNo|;?p1J+I)v-^Fu3|b$ny}fMg55smcXmPs|NF~{!Tmo`1G4_gk)Rz?} zMslR-G`z7h>UQrE`6{g1-qy;OYlL!+kF#gKZ{U>M=pNeYcIeI9dCFjk6?@*ymU1sd z!6NVne6=-|A)Ni;zdJhTAP|^) zJNlG1V7!8C+H~YEl*TlC_6Rr)ZC7VK&ajHXRMF9fV+2W zkks>mJG!v=)MR0>>Ki17?7uKa`ih+qlq8o$_Z!-wI2PpI@37uwlb9T6lNzc^qV@VZY+|3)}hKTm@td6zI_W zf&y0%Y%pK$w+KA|?QV*!4zWpCaLR&3_y|Hr>bT_X93AY68E{)@n}=10J(DqC9WmYR zp_c7le&`oDxtEkl#uW%=BpeyU|50@2;ZQwZ9JVhhLZxq{h@zyTP0<-8iAuC-5f!o| zL})KdcBMiQWnZ)J+Zp@5@B3gFyP2`?KfizHxz96m?>Xml-uHR#+)HIr6xM#I2y-=K z+u2IC;Y=&zk&45TFvGW?%sY4hDz@&@Vw2N>HRtVHRac2Pv_AW}`X&X*TeaO8&HiB3 zC;FTT5y-_B#xz|BI#BV0fgd$`!|Sg?^xGExc>El{|3Qh@iu8GL=EzO*Ht z4Ql)t<|!~ zIJWC9Hf%|IB=_kKP~VU_<8+;1(&pB{&0#B~yvjPbi{S~-Onu()@4A6=O3G;6U=Mxh zvq^YkzYhPdKe>Z}gz?3^xksxMVamN&jLqW&wz)syHIi?`WrLGF$34Q39xxq!qQ(v9 zqElrz)s6sZ@3U9l4-;TK)YUcZ1P$f_l7p^&h=T#v?3H8<2P{i&yRvM_g`>%G;=6Sh zaHvg4d~;R`r=w7SzaZ-XIAi+lQ93Ud6wubM zMQ?o!1^O(HCZ$R@a!t{9SpN$YT5Xfm8C<}{wUVDhk$O1xLGu0a(F~wDT+;!szCSyXEKo9hpmhHtis6oT=Fx` zCFtlilM_EZ2ZMoMtd3krKyq;j!>iC4oEPLxzB{!GS1pF0SX$Wv>GeeKw8Rgn_)TI} z4K^b%v<*BrEBr@b_B4zZ-?<$s;jNDkZJmB|p_xO+esS)dSuPr?LWZ2MlFhu9zU zF)fb22eVvFq%QqX#8D9+>uJ9ykbUvd?zy{nG34#@PuH$0LxiACnEhh~oJbe!`}kHF zX^dfYcUBp2dF*?l?dJC|mshpbKq(Jfp8D{g{pbUOPGoAw;8&as-F5T7SP@)$eL2yJ zk_4+R+ER|kPho$m*(aDWgO;v~$Az1JLqR{WV82xoHWfX(>AQOXCJlC+nf51P=V!+! zY+Y}mSk%E@@&3CF|B;k&?ViNyPqM_~!VauWNKiImkHL|G5H@qkPy*9dI8>^&6{qYb zrQp02&{zwSLao$^Ollj>X{89Wk&R|rdIJPT?xx%AYBoSy5OX?US%wweYirC4uFx@i z;7Ylv7f}8wDHS%mAXWIY^pRh8vBd5oiRpC_5TodpHIkdLsQ=W5AHy}+C6TH<{V5qn zQdF$tZobBn{(mzcWu0Io>jh6m?PZu-U=(x@e2BDMq3vT%b_NxaBxSVz^juHI4$aPRjQpG`r>ZVg?WZ?Y~=30!=8bVr$rShnmmT2_#iqg z{eoEy>Fw#>VnE_NC+dIM9;ftIvO`x6!=!b%(CR`p)*18d`s#*||Lefl;(0ch$CC*W zX)QnxHO|LhJ6n zfW?u^Fqov`9&qhEk!74eTX|F;8#ggOm*pJCfqbRU9vVI{!L+-k^wkTPIMg?2$KD0$ zX5~Vhn$tLcKH2lE<~=Ar`MKi5wtDOz@qU>XS43nza5zLk-wXPz=O)Fo)v)x|xUPD_ z3mkiUHM!115Eq7qyIr7f!kS4c5+rgr==4Ua+#qvTXFkw zFKL+G$t#e^bRNcYwc8Ez2D%PaMnhQ{!wpUNG6FkdG~^xo;L-&?RfDwOJYz5*$G(=;G)D-Jhv zsh=6KgS0$i+j!h{Xqr>2HLID2vPy>!Ub#v@%L!7rV4j5(&*Gb%6jSKDsq*bVseGKi zc*KC|qdcs#-CE&WA;Y*AVeD+a4$_jZU0t{miA%#zzDiA;faWV9h9^zlU~!hx$nNn6 zF!#!WM3U`=F{R&4_eF}JgqwV4;MF0R2qw&EiQGoA$Z~$n;Q#N#U}o>5{ekj$m4>y8 zQ_yngD}%zG^O*Y5@pe{}Gmal_5#rd(g1*GeX3g|299yJZ`+nIOrXwBYznX8sVFU9A z(UIOr9TLj6l*)qEvU~chwW3@_a~2+iAn z+>p;9VpFMP`MZ*O7!E!vyW?&xP?j~sg5n#1+$(qSlHCrROXNGT+kZDy4Fx{y{c`|T zUEOY+6pR6~*sEoRLl+>@BTgR+n`>WTV1(jMeS>naRlquhvkz{!pCH|wPLc(Xupp2hWG z;d-bRy;|cj<$(Ro5m$ASmZ1%wyy8Fq8_1!$k6qeoH;zA|9`JM?GM7@8D=bWaUVh>s zGl7r5Xup!5S3<+$XUrM@s*RD{;&?wQD+NPzj9rZ0_`!GXi)wo12XWB)`PVo517Tpq zhRgn-BGfLh{ODsm4U^F)=lim50$HlUHsL}oj_x6OWM{_{7|tF$aHVW7be8W;Q2bGg zB{JJCIT_{R(5!>4xP~z{WZYmiRb~bHfvE>O9~R@ZN4fB(mxrK1qQ~N<&MBn-qoylN zZHL((PhJ(pMI$BDdNok#ERo@n_)1;FEDj&soc>DR1xn0k#>sp4z>M0FqF~1moV)K; zz1chshfkf`_f&2Z4)5_kAkJHW({GjN#YdB1`b`D3qGbTc_Iy$YQ`vAxK~np~ITILF zd->&vi64%yeQ`J@`US{6x*!O#N?w-id> z;ovbs&(duPTvHA{x#0B^;=K~}1dj|uoyfVgz`iD+ZkhA>alaV;WDw6XMKJ-jv(EmG z7!!_!w;g_Da2mVLE2VxBx&W&`>*cas2{7(xvt_nC5yrB86YGv=;h?Y)i<0^x&hyW< zg=$-3?b)5F_SxLnbCf}h&(#kHf3;uX|7(c!{@pJucuzt_^!?jTaqY0G&M-7s+Jm(7 zmlK!|H^Okn#lr8)H*n-H^W*gLLl9H>!f9f02Mk3xZa$#Hj}dL(6)hz%;ga6ODGdfb z9QomS!&tEu?4E9OXy8taosUKfd`K#BYu<4O1hWag8ig9n*$p=Mu1wRk@a%D6Pq zPH%>8re4je-notIpm$^Si43&eF%>fW(Sm(BN^RSvc%axfew%H_OK2}Dj(6hLgWiXN z&yPj%K%L9M3nM|vI2ZR{#ape9IM3#)VDVxXj;V1(-!DIov(@rZkM^EG`e*7vN~t?G z-co!&9`zFY_vTzuD!vJ%J>Mcv?YxP!#cXPWe<955XXX(j?4=%rWRMA$qh;7Az3o+T-po`ioP%dQ-BHMt|hp$5Kh|i$)vej;uz2B zi@3XD804$rYgwv`)5n%%ye-2p@lCn-M`{pueGMjE5+1;nZ8nA{Ry<+kLH)!16Atj% zQ|LhU^c;=|I(*^s?#7Ye^A`tba%D^NXEx*f!`~g({xRV?Oo#qjEQaxpdQTE@-T3{VFA8N`|Achh>9=id0m>$JT|Cri3Qdn_H`G!# z_#tx7^MZf{AZJQ93`&YXpQ_$5&w$N1A{MXdGjS9L2y&lPyM1B6omY`7OArTYgngH7 zOOZ|{hYjBK04gbf-^#`Oik$h)V?1Jb4JB&BiG|_f_pQ=`*|r`_BA>GQvq;YyTnjh$5%Y{1I#mQ2k<@r3}MqBkH-#H*s)y-=@3QZJ_;c zlHJkFDCl<*;>+E96Kc{&p1xzBhTi&=yp|2lT@s7gUC7sm`M>1cT80r+j#b;e>&L?bQc?o zy=H+>FtpI^XLJqw#g?@5%`0&7duNHdr6>3^+TB}mkimxNz5b^U>O+%$3{B0l0;!pz z%R4`m!XSA}@x(z-B;7yiTj)u}(P&QvABi>ia`&*PowYg)oa3NjRtt_RjKmcA?uNQR z%Pb~-O)TO3)$?|HH;i0)q-`OajZ^8B2jJ3cpbWS(d=oj1i$-A!@;9oXFM460aqbx$ zqs?~ac0PtiUXgzNy{BO!k5F}|RT%pDdZWx&bfL+Rp<-B`9pbATpE?jCvHi-DQq1rV zB11z^xYJrE)Yf|$d+CMYh;knFlY<(jjQ!_ZDe(^*zMTl14=%&e*03{Sy|)PLcJzu( z1UkgE4}KpFkbu5xvGV&E9I@fGyL{h|Q!sz=dvID?9k$!-qh@~l2PHKZ_WqFf!N#0J zsS%s>p-AhdN7A+{1jZ?8()=$nPS6}*?Q*{inF@uHEn~CL7m)95d@lwjh&uKK=dCt! zkjK`*TnhW*3^hx)J%DTzYtFvDJ(!r7?Xic`b%QtBD>C%!kUXPwTb-l=BMc|H#Ql!L zx`-*V44g!2p~oJZ`-V9E=HFU<`^KIUa#zVy{{pnT_peXtJ;tS50$YBb&_G((zKkV{ zZm@dy8z{#P5?J3p{yN<>4z$nSpEc#`kFnmhXt34g5}-*$b4 z(%t1}Yma%raMy{|^`rzOB}-i3OfAJSlSjn^((=$Jx+RRoR|*?aAJJIfeTB@&N4QY0 z5f($UZ2xXafmq_%H<88ffEu^3Q+t;e4F2ls2v_h0s#fRvTBbED4Gi5-eOn0R6rs8J z@7g%`#9aE#a5yaeh--flB8yW-f=8LwcM)0l2c_R`Y9}(q4RViZ*l%!!&R5^#S}-Pi zGU3a5GPXxV;*A374gMN4)r!v(kze?@f_* zsqwsvR5p(LZ$27w`yf<3Ogdk5dKFeG{?pKO{Q)yR;j=N9dvP#(B5F6|GK@;xzrpip z3I@a;knVX(B2_|EhqX5W`o1-`(2ouvvFPWrpSllHjSnh~9+ib=@>ekz*>ED`@5n!M z1W%}wtf#%1CCmu-Kz?ZG+!KcmG zCn0=JwDk+p6@`vOo_E7R!_BEzAFblR+NrnPU&L`l$xkQ#&jA9D z%Y)s__Yc{&%)yA=-)~#=a-mxAYd}e&DomQYN5*eH1dVbw5=gm^VWk!3eh15;!gocw zp!FTDOlH|$l)8q+A))Q1FSC$zGltLRjungue7Mq=y$$C>N2=wtnqbWEPKrfuJxpKR zGx(UZ3!B8^7=#U1VQNO@o92otfw4=lAldFdkW@VPXQ-aVp0Oq~-2io54SgGS^y3z+ zvrvh@Ah-obgUTCrr!FETI^^z`p%$P!TEDy|^8wonW@qOvvH_W8;+?~;47C5anEkgy z8E2--?swdEz_$6eHhGyFxahuq$h@}?r_aze9$ejx#F+0t6^NWL{qkTzagG}F_p{xu z-(LbtxtGIC&Yg!f|7PPIHH$F9gEeu4I;h{)X#CY)5to=5)Q58mp^PDs{m|{RNX^v_ z=RR`^LS^>{h$f6f)wyqe{g;2jXiHeemj}t%&!u;a@4+D;^L$gcyHO7$C$Vdg{SK#C zhi-KBp2aaXL;FJ=ub}qU>izpf0@TP1sfL?VaG0u=*WGpt2VxCRzHkzUpEfBr4d-Y9&y z@mUxPwD%vFc)#HZ##?uLdg&r5E-kI8>o&H%bzyhYD*#I8>+SYFSFva7aKV(a5DfmP z@_1DJ6n}n^@GG474fWoGml+t(0Il@BN2k^_kPU8v+p`>Ox?7;|=z9awt+g7n`M=@d zoqzPB#r#OE3bOaL`3(KS`@}z)7Qy~NmN%@QT45wnc#p(5%7#>K`{!`5OJ4UUy;hE^f-z=TX=;Sa?;Q>oBZs(kLnI_zxz|JKK4?BC;(5zyw( z{la-#8+%?P>JwyTkeHtL`FLkFERoLt+bMxK$uxK|!#@P+?h5V4uPox&owLtG+iyY3 z@WZ5Oh3%LedVAB!Jv;=a^ZS>!XXZdfFG-lh#RH>f%bio>&9K+SF*xY)39RMjoy<7w z4CD!(YMgt86m6gCX~#ks2ss}p9TdwPbOm%du+y&_PxHX^s`DR>s!9hti zyNx9KaP9Fk1+ZBD#C~U;Fj5$A%C~QI!zBCh&*4uJaCp1@AE)*ykcmX*t)~7yGDit4q3;czSKcQu=;b7HJ>P{B zxjUD}s@HI)@=Iw{%PQpLW!}B{?$*YfWsE-6x5hcsV5ir=`*H27rulHLI;fo5ML5Uu z7^YQz?E7!_8RQ$3?>mqtj7Fnkx7If8hQw>Zy=Qt)V@qsm+efzwph;{Q$TE70KTgzM z=5h$Z?xUmP;Xc=(P2*lSv=-vj8JX;AR%am9RUei+)Cc5C{7bopWG}-xG=aBzB_FQItsE|o*$&ZNPF1e`)60MO~ehu_{NYLx-X-%p9Rv8kvcx7^F}#Q=rToTCT1%W##j3)a5wmjOkgR%zWVePxdv$ z4sZ!5rd)t|N8yqu0pSp{le3i~;R_VegP)QNoM1iQ;OIb)KJ?{^cN-Z@!D4CCId|DE z?A0DLS-SNA1`ETNqt3Dsn9Fp#2%?o(eNFUY=Kw1#bo@J;L(oL}3|FgKohZ&|_YS0f zSBDvq1E$H5p)hRvF_r(?820SF8q|Ge2nw~F>`2b?&|;{wjNL9A-+#bA(&!Qnzf)-2o>LDMx$}M>_H_d}Z+`5r11pTZx%po)*H2iE z>JYtiDjtXQq#l|Z8pFiz-EB*D>p&g%7#SFT1XMAVq=m~ZK(lL$vtIArd? z-=&&>^lCG~5s{}*p)SRCp=%?DNr46?LSabl7MNy^8pOGK4oWUzJUH0aFICoI1a1G7 z_U=ve#s;oUj<<^+Lp8JZr3djF{PA4JEa0gPk@2~yuel@-c2esL-A||^>0`%>BnXBD zqf0-<&a%PWfjD*fjyPy}RqkMFe-z2HR>6PmrLazJ+&HxC7j}8^$o~4|MPNFX&k*gl z;T=1BvQl|cp}+BLuIN@{oPHVvtDaWS-^nF=;oHQ9e=|HXOYws4<;V9_oO!XpHl*un z)Hm!X{I#B{n+0?4dfpd55W?x?h^~p7wb1JIXz!1(F=&x5SibDE4BfNxST~`AhA8mHL^X?MEc95NkE&%Zsa+`rL*-y=Gp=Tbxwn7J%zaDbHodhV^)2s}3>GJg8EG82cKe9L{(A~UHukF8tK!kn z8+ktZ+rQm7Pw~B57!n60Wrs~4UtPkr&qoesbxS~pK*JmLxBrlME#vS|l{8NN3RLso z7QVrSfj*UV6AXW{cN0(dUFi72DEQU;C@h?dzqR-faenIY7|WYI*!+?d-xp?!bKQ%K z=9LcEaeDmL;k)Olp z>Cdo0ZGg)4LuljrBsmJDcVqR#Q_dGq9=jf7|0mREj@cdNPK&j>pieXA&dT6@NLb+u zU-xE)?%ipeF#);Ib~5F-9M2Lo+;e5zcPI~A&$fpCimid^rn)-$Bv)wI>O!totA+fd zu@hgke_$UWm@-atfua4HaV?amFgLg;{J^gW`|FiL_L~2PG}q3Tf*191TB_Bc)59KS z^IJcCDcuC*e*&kd^~2btAU>eKV-3sPi2SLJOGvB{Qt%GqLeky|HkU z^kR&fjWPQLO)D$cY9-5|=2o+i>_P-mS}uyca2g^q=3UxTqEU%`fdxzt#!6sBWy(`+ zaT1$eciK#R7y|myE^c9wMH~o!HaMwn1|-|66)IO56uX<$#n+}o+tYgi7p^M6+zDl~ z>BH`@+*`c+mQgpf+I=`;Jfbq3nxkpQ_SYoBOX93}l{fZBi&+O{|CxWdSaz`bddwXdtzVj!NQ-uRW6mGM5gEa zP1gAxq4Dd-wUsRaSd{hk-x(4MbdGlI)Hx;wg*z1-w`f=a)t2Ac#lQvV*)2D8O*~=J zsKqzs!%ax6l+F*5-3~Q%hS#P=Y+>x9YDwpT5E!cXmAkd(E6x>8?fILY=K3-dX6 z|3TW-=k*!~2cb2DeS5-j5ok%hlaVR;5bcW^BrKXFah$W|*`lNk1_*G;f8JG#!%yV? zrso6z{cm)H7NHkZ z**yu~rHQb5|8|?7>>7@I4fEF+T7^Ecrs>qZH!%P6@rCic=P(m@IMuwz5mq$cF*UgS zLs})v>Cfh`VCW#jZ6PypXjL8je*2#aju3z9I6M{t+76LP+EWV9N9w*95VRp%?0x=K zrWB;^DJ(swe;u4z#*Q!C_k!u5UDSKcoOtKTpoQ)MC!D#jqtq3g4V}*G*?!_$SgZcJ zUWDl^rVlo>+P3!Ms9a`*(eDrvT=l$i8R+Lr96ASMV8-BVMdhFxjy;{9VY(ko zWVrKMTmEtebVlpE`nQV??ROYu_3cHWpR!~NCoN%S(Y;=K$Pj9GYh?O0d`3#O|Kf+E zRYYd@hx@n%1c8>$&d0+l4r71LdszIA0h(GwT*{vdP;fW;S3x=xHcr#j`D4?7^zY)A z{$IA((lx~@0`ZV#H=*E5H^un_$u_=%5ioElSt)8qFLwPtZT_fl87Ce^Zg-#ljDwi1Pb*G9ivi@x#Nt%sdCg-wTjePQ5ms(|*Uzep3X*y7+R z4wG9R3FhRt0(q~=8Y%J}QXg^1M5)98DZ=aP;T~zAES@;3FMN{7YVUDmQ%xE!DooSe z6Br=6>%qUr3O%6O>wQ8kZ5D?Qxl4!=n;~>(k7QW5F!p~dv_9Xy2fDfDR5VTZV2i+E zl2+plAn%iURk=kIYtD5X*tY*Rc97o@v&zpvC*M|?K%IP~KV7-I)^{DKM|LZ|-oXm} zG1J1i#|4pQKNS-k6aPh1jtC8nfeKwvt-`(P8T z6bB|bMRx{}vG}QH;{IF`uIv~QP1`<*W5?u4OR7(hPO;JV;VuPQkb3s(Yr{ZEHhtx- zvKiVeGh8gc`vB#;{prkccT7^p`On@bfTR-`=1xq(WO@tFFFGM`N zQg`6mm#E9{AB@6)UUO<|o-ok6HE*nNy(TiMadBn)^5KBi{UC>}J8@7d%KE=8n{nO# z-uKP5Zn#?1Gi`DIAi@8R))sgKWbY3e^`luLdzNz|fobQnrlhSj0E{^4%>fSgLd^ zykfkc$mVBdcC1kiXZZ`~XUpGWpQ@m+A2b5}`!a<=HwNb=L`}1o_hDnhPPh45DM(0t zycqQEETn%eXjbr@$Bb1SrH5r3oV?}Nm2Hi6Kx(kiy7w*@gP1K#I^+*xQ|(jL=1Ual zLkYQZ{&8G|%o7}2l(CyJ%9m5p5*DhwHy_H;CvtXu{m-V15ol?vB744_!}*(>gLh6} z!CzBa4{x8Ufn2P;tMup;&c&a*==LWA=l5Rxm2yW1io>`QS2OFNQPD%}_P2N#84RsB z!rcv1SC=QkjcSqnGVYM&Oaay=o_}7Itqc@5=h(G13q0zxdc)1E7D?Q}9EXCA;&6nu zz*TpC0)w*h<%ZV|P#1NHW8z9ClHR?P;lCY(=_9X&#A8oDM>bDOvrP4dH_E7y_dUf? zDN3Qtzh^l4o?DpWS&cF7GMn3NII;VA>Qu)TCK&qi_SEdjgFt>Iz#&u(urQivaZWuP z#x~1()2>l*=DF)uryYjaT@_zvBJ9?fh_~O`Aui>|?3{aP>=(7^z0wg`ZN->fd6w}1+ zbw136#*8G0+{F$}CQMTITlNE0(4<=>x)#R^j8}&wuo;UWLU0Q_*1ii$HCD zczLI^HuT#VHB?hIpz+na4{1Sq7S90|MxIi9SnK`{oHptZE6#s z|5;P&zsfwUcm7eH@cR)`ySmi2R@cC)EE8|wqggCV^e5!(n!~|wUpS(oui(5-@Tqv7 zO$5dWpUK>+8f@&VIPgK943t0VqJ&plah%ER;>p$HKz_6{a?WQRDfzZWPaBWpM5exX zwjL9b@5c+bR(^)Yy0qn?$fLMydV1{OR}JhN*^qqe$I!XdhUD>;jeIWop5wX|2FH%~ z_9`~PwAJGQ@sArh8}WYUo2eBbi8c>YiRXxHksppIJq-jZr?}`%ZLv&oEoiYDME^?w2|5v z2aIsKZC3jr2BUSO+oF?xLjO0S)2Ag(>>OQgy&>I?JxXS&$Bfosn(KB*=W{a{+I-A4 zR!IORdlYtm))7ZLp45G%F{h#Y(Upt`Rey=Bn~nI+ti6T;*5~^!oVg9;*LFhl?OPz- z%x~~x>|V%9eWUkzhXpLIOmCHzmW7oF<|?1L1tbo=dLHsx0XsDH-4wzmA^MPbV)1Yd zP6{9Cj8c_?R$s~VL#{5j{L?Cp`+l`}O;WHH>YS+}-?r52VX z`W7STWwuCEZ{DaUVddQZtVx_Dp0=%b(13omQudew*I;Oj_ILGMB-UvTzkj9m3CmOW zP_GES$N5Uv%3J1qI5QXaw%9%$N^EnC9_;JH+Tz}`trl-^2C2(r)kPws<$4`wR2z=9 z=zQf0{SEbLzm#%rq(b$TKM6xxK`^p=R-z{B6y%Cn`+3Dr1D(HNwf&zK49k~7#v4|s zxa#C8^K1!b*sPgf)ca#QEq^hw+yyG{s&@rz9E0-y-^<3$8c3Q@;wWRQg3?n{51QHz zU|M&X?eO$#Xi{b@e;5>o%Y!N0r|muym=bkObd7TfjB64oI~R%5Cf!_5cW(IFv}AE@ z!z&;Pa^iQE3|QB_k@3~o4Cf*PIlWWLar#4<9nrrB#+RQY+uV78vtR0h6+AM5x@D$i zS}znjd4#yv=VgF$<3r8g&EeR`$M5Oij4_+ORdrI!S!^JuaVgKHm@>1ha1w z&x)!j!!F21mp5zgGh#!@JUt9J-k9FL+YoRw_ZNv^pjLHv*Y@KC(|=iS&Mo5ly-8o;Lsx+GFrUgg6O5h6_%uDi0wy`!CYLrTfzR5+ z$va1X;y}+yvY+#N%ypkE_|nk>%a)Ht*zND&@R8@?Z`3?+z0G(ym}3VH{~bHtWSaog zkqLdNU(49t#H~FNxPnXXA8+1#^cc)R<5oAaksGLCXTO%^Bc zL+Ol*rScV19JnH3)M>r~l%e;WgW*ol*(?-$;T#oLj6CaB8Fj_067WY*n!#ko9(ydqU*+uhg;QzCnJM+Bu!FK|c!B8#EOO0T zdoJw4xRkJcFKn*B+yNB5@`iK6$3KaLl%yfuzEuB)z#jrr^h`_F+s#1yY$y6SBNpa0 z*RQ1ijRUux$%IB>51^ytS4hmoiLtAriRCufE63cE_wF{*?#b4V>C6F5S19W2{<9D^ zwds+7;VvAeJ$HV&{1LJSWh*+wAENa+PoLoMdQ7}KsI#SY!`Crlhj;HuM5(K<^0xlQ z`V0GxUJiHM;D2(^gupzs8y2$31*+px*pt$yr+&iF-IUGyewpE5^;(R5bqx;eJr{3J zJ`9r!Oo2Lo-r&gUc%r42K2ArakNjTkfQ1!jvBo32khbg9`4!HCKw4s7c|f;?ytHv- zru@L}lB?oYQN_>`zmU#bvEj)qg%5s)IYT3_f$GBwFX-2bDIv?t;9$3O+6?TaSPOVr!mjGs)eP!C!R5^DZqT)CeF}POgQm(Sg4izI*zV$@g7h*fgKO5S%1Hj z18QTG-9Oi#F!@8`y6z)6Y<;We>VG5|2gWS(y)UQ3gOeVi1?eMLSAFW;rhkb@$|m{p zc?(0<$KkWtf3%=8@H#0(Wew_N$X0aj8ORuC-T&VA9Ik8qzIVbPp2&QZO+x9}ckJ=J zpodLqxZ-j_vDx(@fyt*d?*JhUW_t13jt&Nxolw-c#Z-h}2|2garFF1m+kT1bTX}(U z+vDh1YASj~{BpEeC&R>^f`6y?Gi~^CPaMnsD=_(0cGfA)4kj`>IV9p4an)e=F^zmX z_!hDw>B=)rM5<$r;1KKl`GsN6#U7xA^u_wgns|vL-!RXTh3lS$lsT(!pi& zAxnWJeWcY}7-@$pLT{4ci7U~DP{~~Qq&j~Mo8LWaR&Ceex~~F!h2ks@1raHN(SOP>)eEEegw9Z zKP&!6n{e`5-D%-mnGL^mI%Z&c7pdL?azIJcOxDt(jXD zXfSYW>!(QjSjh7B+rHV?6qbW-)YU%l0X(non9^&4vrL?=kM=eZnG$K~pRD%4c+LJJ zN89wFjZyaAFZW*f#&%Zyis31sx5x)HWhUVC^)9WsokF-&V{wVoX$s?fIqtqK$b$(> zM?sdMpFkA7k#H=PgcV1xd~hE6|NT%7OnRZ8|!AZbLsD* zk(PATXU2{RM{a1}r6V(J3Z z(kk>bY1=>A5`P7?pcS>Q>2^Ln~?_NMwaFz9l^MKi@^);Ie1t3jUSaVQxffDfF zjVI@#G2^{n&+KbMoPTvBRt}dxrSaKi@@? zciw$7vmTsDjeq*4zzf^r83JFAZNs+S%;|y)+kiIf#-hq=3yV4R*EJ?gan}7(Qn!Ew zuIW3Cx7qkZp192PwmWZ;?!sR*``!@C9Qc`tTtA`ihMmip2?rKNI)%_2!eQcVeJG(& z4h#NRyvi_rMP!i7&=C>#MrzqVOI_X@m`}d+@Q@#3%S%GKlHwH3l{*}~{^S;pZ@Waa zEn9@@pOJhm-Xcgot2Ijda|lMaqlI3{FjSoM&>>vu1S-!*A+rfJ>|)JQzPP>RFGXnn2-~Q+Muyt#{O^#-uQ; zaEsY|L(&xJ(fO`JztdoWt217E(<+v!?a*v27D1{;`S4jk zSb5Pp`D1b=RGc#?FnXwo^Gi*j>r?^l4*o|nf@)x>C#KS0nF&VDeVaFTh{XZ3WcsyG zUaXFaJo?M;CeCFCroTJYh|~e)>67L%eel8^!5dyq1~3< zIik>}>HY7M^KWQp^(eTeCjmV#WLRF8I^nzwt##W@E411=@8V$m8A|4DHOk~Iv4+vD z*QtUL8_PvlIWEn@Sm66nq0jrFgIPQ7r^Ox&tqLD}Yqf@vQGa>9|KcF9^g76Tj@g zBYgjR?Rfl-G6I|N!;ufaYoXnvIzfYNV=g!ZyrT2_kV@jZ7gKr%Mh9liWlJKl7Iy_@ zi@d{T$?=Axf?n9{o?Lsw^Z?EeNM~~!AHmtwGXt-fHhix&xnM;j0#`rfChk+b1k3W+ z)ZABqtup8DMxOG)p0TdGo4yOe_~-I_PgR_Nd@0`B@X$Y?ez43P3P~q0e3cIE5d8wQ z>)GL9u14@tY&6DDe+DQ8p1IPoZ()J6+1Ptw8kcv)Cf*3uf_Ap@n@4tS#;M~epE>k@ z;lxm5Nn7Rt>>?y^8(;Frfxk!7B)vIcW}&ZzayJr5^!H4Gn|U-M8#6D1!iLum9A$~VbLujZq&+i!?#{+liJaRbqj!O5 ze)Xk|Q5mi^YrKqHHbZKS$GMAUFe1MDgWnQv zcrVWcXOJpRtadBCKYtEruCq=@H09CHG&@p-NCfH*y-T-h<946F_++mg>?d5@>8;)PyJ4GJew8Mk3a?8mzM!3sF)rvKgNOFFh+$WuT1 znHPI+-yLZS7K7<0Nv)!9k3qAG^|pzryFf3D*z9&X1P8yd6Rb@3I;FVIJjzDuSrSzN#Dv3W7p>81}-?fh|>PxE|%cm@paI2qTNdl$#o19?=GJ20M~ zPSGq?#L;ZFK5b5QEJ#05mBN?-Gjb!D1)Zi)%3Gi>Y`&MsBzZ$rLD2(;PQ3|N{ceH7 zEN`!!dhr9-g3_-9VZ+5guBGz&JWHNBI9@vlGKP1-j6>R;#daoLMFDEM9R^u>++`|$1q z9y3drmmFW`Iwy@oG=;xb+h5?+6>&YMC@yHY^r?N=!~kZCYyW!X_d{Q`^pg>*V^CsU zHWPG=7nfKBrgqAHh5}g`$%#NAoZ;KHz#(@8(%c4*I~50GpZL#`+G8~6dr>}>d7~W0 z>scG#vIb+6bw{(!PI-*=x-`X-_6~^R3+E&wWw7>-S=bPBIxI}@%dvBtA~Kx{-#jir z#kselotjpzFdI4K683v1WPTox-n7>QXE^v$P1}p$ZKCbXoGYkzos)!>Y>+uKC@Yx5y!>} zL&3r_M25L>>8&$dFnw+`He`o6P|SST%6A^e<-i50qqRdgb!^_dLgNY)hdz!tv?&{> z4b3#3$0fshcW8CqWfvktShL$X#$fD7+*IR1oI`4E)l=?dZ(`5TLHy5tT3TBb|(+|sm#vv&Hz-Y8_x#XIe{wwId9?; z8?MZ-SXurO#BqtyhLW@9xWJ+G9GMnj*yd|?zpM(3*6K=~%6f#Q-JLb{3!=~-f0w?n zwFYX+9vn88GC|_PkH`bPD~qz7pgw0Pqe|%>{fxHtP8lz`GCnWVg<%iy;m>uCSh{1`f-6_UYzwe zk+^;EGS2S2zfa?(3`FLwnkUEB;+R0MnUQ)h{ux;in(MiWU0NR=3Yc{v(Y7P?$9A&~ zj~G^TwlBqqF+ro=&omtMJ0JO?NeO1?S*FDI=W#JNqH^0_51<`0neGvefq_gBlcNHF zbGco7_@5<_`SN}yM!i2UkN$tBP1E2N^j;1KNQE-HwJ^kWjUCHfSdcQ2ry3u83ZQrjX&=o|!yYdEMWI z%l#6jUu&IzaCAEk=(=v(F7yy7Tu#z&Xt&<|6rQw zeGltDS6t6Dnw-+x@UO5We(pYToI4UAN>+S~GvRMvv}Wq4K+6F=CH<#0o!z+}fPIxLE>-w1tK}H%+nIj$LB+e^odba(ok` zQWSRj6K}LoyO8eTF2GbS3ybSPXd~MOU$-}pEjI?>tczq-kiIa1>4@>+c)w?W@>fod ze0u;C3YppFXE{!4U+lX6BM4gcr;@%NYsY-~|I$*6%W?e87V`@y{c$|eSWVuLOk_NB zjg?l9o)YnR!57-$9Vg2g=5Kv$1wIMQo@w597UZNWj%ze%9Xs$CRY&6M42 zRN0Z<h?{EVQOCDKo%@=_D)lqG`?F=xWD(_esCJIA0^gDSuLN_># zQearJ32T^%O)q2h@cEgZ=UbHaU_OVk|JeSsNLolv-MwQQ)+Q=f$JWh5(TvrpZyy4& zgIl|>OlJnyt#)*+6)_^6JAdk`{~H{P`E4smnIkgzIH=Ub?!>x`x5n0Y{INvlMA=vZ zI}Db(|NM524Tg5M{9*Txg1&;?G263+;oDZX)^XB4Af`r$98T)N+3yzC>?{api%Nq7lu;* z4h}R5Vr%SM$2aaTkoxDg^sS-SIC|VsP>wVROIH7tnK48onfLe8Z{7c(k=_yT&n*jk zpJg_%Z8Cxtv$FT1te;`Hyw+yxd?qX@w(c|CR z;?ViWAN3eBH+VBZM2O@EeKVK)`Xqv3KK|f)QkV@;URA}-9DIYMm!w8?y$ocokt2ci zsn8^`z9tc=jwtF%cktK&Gs=7kyM?dgs@1PyD<*Hq_?bPfUv~@oo_AYsCLvCrd2mZu zJQ`<@WFGeNU&WjQ`2#JY16dd;J8?S?}~t?yJIX8D5*7+p5@< z6z%@1y&OoD9=C4VoJZ0zS8chB=QzTCSa_+g87SY9%nX9NA^YNvxf077m}V>peCHer z>GF*k&xcmA``b4TE!t*iZ6;rM_tFc?7~(~wDQmErlrXE=XpMQC;&mqclR&qA{zEm z0cW6(F$Ggps7OmA$fpE7$K_ZZfiWvC=re5IA0K`Jr)9FHtZN@)^KiOYRn zPWmy9?P>b$$vp{WKdt#Ed?uh!n%g{7J_qL&J*2tVzGCxSWJ|n~8j-jDK)qf6 z7vV2|HhiF^d%Nb69n-w#vqpueZ!H+8@^a7Wft+(gTSVnp{CMs23szvf07MIhs7f% zUfYVIpk(aML^%)W}c_9 z2Kgr$IAjjy5g5seOTN~>V8TK0=}>nD6r8M&5WcJhP5<4QahE2-F!}Eoxuyi?)c(2O z_%@EwM&x1*+%9atm9oZF-2geO(^28ZXR!B=-=h;`E1YV| zA)2wl+gjBcC!Avcdvz-sXkE+=gFl_2Vf3QXCTDk8s`@DPCWsM6 zue3nB_)Q=^-Qshk;sQ*}Xg<_D)`bnz4}KVy=HbMV=NeyZo&rsPjn1s3gM)3ZM+Ssq zpfW%>hq3=0jE`w+TpIolyZAqrK2;uoX2ls|9v>?Vt=}m=`a~K=wO)VSM>0g>@h^&f z5~pxd;p4OIA(vpG&tplQdjaRqY*STy+>QA!tE0XaIpfN)_`btRGB}c%v#mg^6uVRY z)14wbgo!UkwwWUwSh=d)@uF=9#PYd3mgQ3+Fj1^8y0-RVsFu7y1K&*o6Ol!PK|~E^ zeXq@X1@geE;l=Y~E(D~yI22zPjD^f;|H^IAf)L|l#GiMM1BL{d-#Vt4w&Oj4d2of7Am;#! zC$(7IzHuYPk?YUBW6Ma^{CZ>`_hu-bYbx9JV+Z!fD<0moi4H@Q9A$#(EugcV2%`RL(fgR0wFQ;yju^TMkW~^*Ja77T@dMKYJkzqXS#^40s&Ef%Mubiz+?>LvLl_#Y=m! zv~QY|TpC4SI%D~;OhgFg1Eum3d3v$?u4q2{6dk>Vepnt}d=HfROU!>BoPquw%i4F1 zVPkKvmriP?LyHjiF+au$T$~(AICo4AW{7S!LFTovyxKebFenRX<j z^S2MZ&Wre+@ezeta@Q^9n^V|F9~BymjKPj{L-aI%OJKO1{fxTw6^3Ys+l?-HVzSnq z_+;{a7#2#{o|w=Dv#Q)x87H){@4&)ctI{zd6UTjdi>H!6{w8d|KiHJ@DjnBiay)!XA7d=TEgPTp1e^}uFLP^i9IT(}+WxU_4~&I$?U1^| z1mv!R2_KpiaiK$EHd!MC7y6Ddzvy6xF6*j57Ka3!+1=cht>S{o-vv}OA~m6B*Xylo z%;PYnk$pBGcO!>q&K)qXOojVLNxRQRo`EqwpRI=ZNlR@pe<_ zP;q!6gpx=)!}h*h#t^z52i>S010m`yARI8YcSu>5*2k;5m;*sG5p`y-flcB{0&G)LOY zZIR!QcKy&xu`vNy+LgI2e3vbfb0>4WW$JK9u&(&~rbrlyTJ`+nnG6m3*-xtlg>Zz% zGo+d+kJN=T->9>3NP2xSq4k3n7Srv^9;?T|_)zLq<9(vIFwDGWX#kioyM9y4*ci)3 z7YA~0OyTka*}cVy1xO8)iSqht0)xM~H$UAfgyWmdGo7P9za1BYWF z{L$E!`RJqp)XoYW>wi9rrKz>qXFk1$+3zc5Gg8lB^7sv=--mRGO#8N|Qy)#@2y6Q4 zrp1pySFU;9T|$F(zGIA=A1-3C>RV}!@C&WU?D1G({6U!7Datm|Eq8BpI%WcbfPDDf>9jzxVZY~6jIz#hr<-}Vqk z=-cu4)SZkiI6zNQ-9{+EG5Gr2SLFqSs>};5HhaOqvY_P)-9RGC`>-o-{_}%{oy-=O zAq)rZXM5$jH$bU_;y#{+pV(spOIN;{U|)dJpS`dgpyz93LpQQ!(4{wTgnG zH{N$}M&9NnkD?b+Uo(o|X)nbI&CARSb&NP-VIUyBRT+j)<$M<#I1e+?GlGtNF z$PD0rp;$!2iTN`sk^Xkr5_*;EhV~w83{~tM4J2caCD+Y1y=Op8v)dNe@(BinJ9HQf zA0qXjnNa-7N%(m-)LSm}Czg$eaTM_+5LwQXULA2}h9zObE(11q2*0tt?lvtA+T+GP zYJ_Zs(O$iXe?v^LRAcf%{hlxUC~fHwdvKD#e42didF&w^7YLgV-ueJ$v|n{sbsOFR! zMBV@OnWbi9KmB=g4oX368A%p9LW}vf%0u z;Y3_@xDZ|0KMfRp=GN^xbg2JGES))LfX#RJuqr%Rhsw{Bne;ox7#7ne%X-@eLa+E1 zNs7>+|7*Ju9HHi?BdKz2_-xT{t+V;3U|5fn<)YeO zoZ(?9Qg2cKdYz$KN9I)+VkOHBK?sly64XaEO#nvOuSY6cHE8_7N`g2Fn&7uV(Wdmwh-Z)(pjHtEOF3}2v?$$+-OsY&d(F<8^7H_l$oa3`$$`a^ajwkDZ%h5R9t!vOVf%!`=%=8BZzv!gjN%d`-za1QrH^d44l1AV0gu zAh>FdwA=1m*cmLaVaK4!F5{R*_QgKReK6BB!Y zTuB=2ezuB>>=N=Z14%G-wohHvqz4z%e8VSy?Swh5{2hYiqtM9Pr^=^QjP%el-I>EK z*w1~!Uf*Ot&S>*_Y_G3_vS#Zs!Ds!jlFTi8N$xFB%r>pG-8csc0ftM$q%6q3)$H@_ zDQ@huA#sPJ)z}ZxTclb3LC<^Zs}j}Up>)h8UA!d=o90hcE=fc{Dc5KBb;=eP@*5AA zi_d@#sg<3+8k5kzF1?fKGdnEp&Dd^`_yeas7{?F!M1bF?N$r%$uSj~gf2xmS43%g8 zl1^z`!+dn#6j`YOX|wFNlc$=1cuKfB>IxMLms<`|->yJMcDVe`6M@n7c{4TFZBqwtHNVN8!3ph4*FU4`a7EO-{Cc z!ZB`s75dZ{%%|nQv0O>RUZ~smE}#ade&jb49eoEr1!uGJ2A;xbPX0l&(qI@e*pZ&( zItAqqpG{WWevdmT3H*<&;WYou~lFGII0mi=sAB+=h0D5^j(@a+> z%#NusThRMqdB5Kmj$@y2WZ!5}5YJ;G>-l4z&&mLLyxNLpiWFcXIOV-~QXY1OS~H7Z zK8FQal6$P*UV)hbuNap|J?viKpuXWNgMp&c@V$EilQ^V|>gEfvq3yuQZ7)gCs2x*y z+Aad8Q!7p%{2GFb+g?1JKRg26fgPIMl4jU?vc~$whd)S}dnm|N<^t(r79FZ1FL3Zp z%;PG?pIFyYy|@?mAWiN3sW<%YINbax>}4A(F6!l2+&mkD-8}71%-Y>p&N)%@o%9Tn zP6uuNTOk3IrR*%t{B-OLEMD%vf0e*2J#Lv1^%XjbWM-N58la;f^Y{nttJs+$&;C2Q z0_H~eU*$cg;L6YDvR~@kkT$XFdgEXK_E*UyZs9(I2~WJveR**h=zJsNxle;&g4YXA z%Njz}gf6RPkQRLNym+-oeGunumZ}p=g0bEx*5^d_S17CT5Bt&U31e~JZp^qD!EBTm z=d*p^AwSY7qOW`q#*fb3DxWro&dGF@`FKlAm=4PsyFkH-f1w{9UO$Byn`GaK-%A8K zL+k2WPamvmHK>ea8G&)@+Qh!g>o{IXZ!&H2guX{_zufw)g_E5fCs(@u|9@fWVaa+A zTsm`F$inp;^qxJv`n}~m)XDYxO<8S+t`iyHx!V#)OAjjL%ss=EKo&3e=MSObqwo3y z=0t42TgdX~mp#xMl&f09TcJ@ccGLILegcz%?=JUcQS5PyYx};x48|Vc%siK;1sNHJ zZAPI0?!3NM0z*ropAjvwKlqd47B53+`M12n_Wn1F zO0y}tH0*+`tTZz*M+(e$q-pa3FmWb6VBygaHv5ryXf> z*#5Me^X4}?T7Gdq@c4{0(taLX8XQ)`7THq*ar|>Y{jt4nyUIVDirqS5*K!^D?%m~C zy*-SSUo1}2$K{|;j6eQlXap?D2-U{nA0(v?C7-*0Zo>!fpYkJLA~OC}eh}T%g1H61 zV%8<+ffODqDPi9T^}3>t@>2}h;*`+s^o9$&?O44`w>rR>ob~6f*9%D1*B8~$cnh8P zdlX`RXG87@=7k%dj$=Q^p0``hsRC`j=Df8)7Ens6YLb>h=DV*EnICPb3qN8H{XGTxJ&GS;flxRl8{i1#zgX)&chX?`-(ae= zt~$gFZX(VwGjHr8QngWB5jN+UcpYGi#s+1}3lF#U!7PjMW!6#+Ty^B@ZN07w6Ws}1 zecV|D24@2^(|f0&E70-5wmu!0B;AXm{MU*t z47)ZQjXHk;yDg3w1gm&hA3tmmB=O=N-e- zN;1@!e;51x<_}i)&9PRtcmOGYe9fk@6{h5O8C(4JM5>nRNO(3YbiWL%ujlfDu4T@~ zp`^Pw67V2dYST?z?B8YU*rtXP2duuNR-DHK@f0BoDJsmr*%|R_r!|tV7l}O6qY;_U zc7)jL@pg z-~VYC_6lQrQuEOsjqBJHGW$zvSOzPj*4ZMsPi@pqVDP`2S70dbku%Tfe=u3CEB9FY z5Y99FjFmY4j=+59qPunX4ruG!_HOvt7a*I=Xkkv$#=PlAgVV-*DZDwB6fTOr4cw0- zPa8l1iTy{1fg-l*uV|$UpCU4H%Qk6^y~5euuMe~Gc4CwAwR0z1T5wiwaQw`G3MQR? zRYsX;M+%F+g}~u_oY*@d`(phM&RuvBS>IxeiJ!k0o}C*;^0rr5QJ=dBjP9RpqUno} z?rwi%drlmVAJ}mv?|BHU%*^nU&L(2I#h%+APJaWMNxYk^LJu?r{=1n|7lTbV#PSO} z-@#=2TJhcUO9a-&qDJSvWSlB|c!S}(AHW&;=uLh(y$Gywh^$dGrJxtyeXTd6A zX!u7j8&cwm9-oWah4bB?mnz2jk#y0E#Z_|vd#10%?SJNmv_qvVLr=0`SX*Q39f~}3 z*KqZQ+Ni_iJBG-2B`0y^n(F%4!vmQ7#K-FVYdKihTAg=8VhJW%KfK-b_5e1zEVJl^ z>ENPG^?&DsFJe|AqrgAK(?B+$?+RG%!`Yb2GbgsCpiG@T4_Wx#f{7Zv`g|`Kx{M&(^V|Yk&i5CW^!*G$srq*!L%f0^x#xI%#HCXuk2lds2ssVCZ?k}rQvdl;iNuRJTR5XSJ?!M zherDoSUYf7vM8jL{Rxa(C=~vFGXc~0IHpD3N@KrD?*$W~g$?ev(R4bTgwz3})%Iid zIQCqOUelR`eIT9Kd*>?jxg}4(wBUr{$V>UHLEsX@PVu z!abml4?o-Yh6hIEG7i*OUWPgotKw@ucVNIeH)JWH8G6hQ-y|EyLs|4+nKX5O0)x7` z|2Vf0405`R6bW!{ zV|Lem74nEb&QD$3%R-+9s;c_wdkVQQx?m|Y5 zP#aFLvhOC_)B%-NB{q2B28<_2eB#}F7Hj^lG3`sy*{Gve*HMKSq`i80{IZ)bx^Atn zQM53^nf;Hq&wbs5QLnz!>oSi)Yc<34mLCB~(>Xi3OMoBdG^;|xZA-B)BzG56`!XyD zy^MGHKmuRCxP29s@lc>~!2IWsCalE#@bn+$#KuX1?LjRYx%SEI)AWIS?3o;)ErxxE zr6Y%b4^Q5K!2$;s_g;AzH;c;_Ff71+`^Og^%&=g;tfbLh!&D>zbiPyI!aiHyrqk~< zaKz4P#dY=wOa^~paPHgSDJGi(UA`tTGJdbfz~?J28yX+#$ZP}vJ3z$0`pZ9;{ykNK zl9<>1UE@BDzX;qjWJAz4_x^Zxz~_Wy9bYf+}P ztq9xyd!O+n_c^YY7aAC3@5RRC(Sb#eCYUM=D{qj`ATap-JrL0?3lXi`Qi2d1JLiBU&+=6Eb7e#QAmN++w`3&I zNdq5Jl(E}2@0}Nq5AT`b`lJ`E3T}i0I z{(!I!k?$`y`u(rE-^at)^I`b~XUZL*d+*$2l^ut(YgFw-2R|aquhi3ud%~b8?^5+U z(+->r%nN`0^gEHkZKPp-J_>8QiUgk5xx>P{0!wK+GcMVmDrM)`4@)1mFQ0F4!ld&F z;$K*sU|6(?=@0856lL9cGh{7}EshCdWjE$w=*IPgB#|B%-0U>-k$DO;Se}_prmF%a zC6JIG)QdH~5{aTGtZ;DTf{CbyCbk@W`M^zJ62?NlRMelPBWdBs;ksvhIFiIK^2Pca zHg_pJ<*gjXL6%6~=*PBD@Sah(+v_ut!R|Tiko|!VX&ANPumY*iTzCG z3Vjojb9qvwiesUY`%!#(O)w6c#ukK$%>z}%H>i~7E-uxWhirmOj4yh9M%3coh95)^ zo>opHFu0v&e_BV!WzFv0UE*FaSh}NL!{s26h5QT%H~(Qn^5$LT+=sDrtuVxTvnJA0 z!;Sc_m?Lfezqw)q0*vNsD*n~}gJbHCj`C%sLLXtV;60%eoet4mWZ zFkmFB#8bQ%#?>RwtXhpgWysoQuKTaB%V>G?sk$ocK{0x{`8%9%e#u&Q@H%w#TK8}? zOJJh~>yOcaX&g7Ysm%0`3k%vkU(Sa{!<5g7;B*#!=+*b<>pva<#p?5?TKH{X;%B;L z-jF$vHJ!XlMG4TI%WCCV0MPDwpt;+j8mDcKOZm9n!j?c`R!bOxX`!TR=lFtP;hVSM zmw=rEF3K43)Z+ZlBY7zwi*Y_8Y%%_HH4biZAIcm)3bp&q zV~$DAWAU*R@4cJ~Ff40qkbk5O4H7#LhoDAF8tn;iF{LR8Vep5i(p3b z!|!W${x+C(xOBB~XgAC`xQvOI-3FtVUltT5yJ6`5W1jDae6dk&lbXz1ZpdRhK6ZTV z2$J^Hxjk`B0$M8vVMRq3+eq2Y-YgzCu)d(Sro4tzmb}tqbvdveB1sc=`3_@Y)5jD4 zlt81*KmNC_J~;DDJ}B*=36O+o4>d3NLuZESRVzO^7&)USMPF3H5Gz@WAN`?7J>_y* z(Dn^XOFtU?Ti%Y-rCTYGa01%C)mv5D&H(LkUQ}G@Ls%ecS9i&VV^eB&PoMe@m|kOx zP|;Gx8BLF`u}3aJUCgYur{^3rem5eFrW?SdoP>bwxGpqmklR}V_u+t$@S|S&Yd9bp zQx@6q33J|Fxw+l@)dnZ+Q!Niwfc&GzN5gH|f$F^_Ao-g-jz#TFvQgZ$(dXf3M>TI? ziA>DF-*TzY8Czmc7?*>#Tq);}D}g|?6l{957M|2yZ-$$ z#*aiN(?P>hY$<4&F?!mK^P9f-@SKRm@;<(uez5?J<$9OA#xKI;Zx7bv_hex~^{AB6 z3q$ZDa@wjqw}BC}X1B7o4G#I*+W*EU9Q*BRos-!<;55-@$JkN9qW9a@af+p84L!LJI>t&H-nu=3zd{v(CBjq`bX!}pE^bQh(}$9i9e zk+p**?)~{2^-JXND-Z^fPMDfQsS40b+&@V4+=gC)rUPvkCzfbz5xyRu zoC$1}sco(KdeAPsTWZz34jXgw1YN!!#<5Oq3)JnWa5q=RE-n`<>1@{$s)E``6Z{)hQ4)eRJlTY!Fb} zp2Q@M$pX3jDWepV3ifGVke(DghzrN*k#Tq8aISFvNYkbzsML9>qpJ@Psr`xsc{fbD0* z)Fe8LVLZ>4{oXrvT;AOAU3&v+)>SilMY(@qFRgRiJKGc@^Wi5$@uEyP=gl`~(Dom+ zR*HME$8F@d5^t2mr9>=#bKjz2<=RMFf8eD(??Etz?5&s$Wr+^ zAa6~n9CI+ghd=aiD?WKfayT|>H z`EO`)^j2%>{kmGX(<+yga3n(Q?!tZ3FW zn>!1%x4%EW+))SPMO@}}N8jNpr^KK5B}-gOIu0I3 z`b4|T@D?k~Tz#R_djo*F71$$Iq6v&{x-R#;DuH_QfZ(*~J#5yyl@ZtFiQ~GvS@Mlm zaP;@={-FIPFn3Qy!I{7F)rb$J$)7zzU{kCySfKP!cv{{ z!e%g6)8qQ~I5K2p?7oPQMPxkf$7kd^ffIH&1+#X)gWSH~Z;iA&aG`9^6Z_g2Ocd_j z%u?Wst!H$u$@j#gW8h7v@7aa0zBS^%R>pK(eG-~t;C~Ajx+eR+5aO`TQ|F`r_YvqH z+||v=Jb-m>Mj^*5Q-C}|dZGMxC#0IW{-`F1;Ey#=G4~ktxh1H-uNjpQk?=Z~wimtzOJ_#j^E^Sg;5fH^| zeyL{VGc27`-x+p#4ak9STK$wtfi6pawB<-5jwN49d!um|<_`R0OL}z!DMuKzW9^(U zZE@8>?4b}WJ&}4xp`OL&PR2u%KR5P?uZqb?{!^qXtLn72%wj#|{m_T&Ot94a;!jyT z2QCJ6OdZR-57W*62Hf>GA@%g8AiI0NVdm`~T2EUd&T7VP-E`(3Hc6=6i8R#0A9~NO zJYKE`N_BK%ZtD!Ti5gS|#BS`{ss2nWN+^smetP{t3}JE7>{cu5WuV=bJTLpA2uGyN zStbHTuv3SxvgnUT+9@#C<#G8|@pNe_BVV=|wWG$MV5@yMkf1!!=T5tit; zC9uUwnHxPzgq9y!Je5M0ST>?}xFxqAx&mLGOJsQm1+gT@>buD}V*f6AZ~Q475b52k zzOx>yGOZR3w)f+_LeDw+w?de<&2jX$;KNBr>l=|D_Q7POxn)KTGc>FiZ4tR>fpyHv zmqX{sFpv@1A91V){Ju`+hd*4z9tEm7ee58#`9yxykyHTU76q@avQJnY?HYPwbb!FJ zLrR!>+6a1TRu2osD?{szJ%<@&-$0bOaA)72!!XNs=Txi(0q9Td?!BG#!Hyq1Ap-~9 zf&O;(l4G$A_SAVu%A{xD)XASRU-=#q8GqSs|FhK+N0S)sYKC-i{Py}XQ{5`A77FuR z*x+8OMBC%k{B&rkaAvr#wut1FoqX!M#W0tTG3j&259o`n*aKZ}ppuh=htZJ;6;cIT z>N^hO+^v5)f_xugrJdvEn6?y_W(t^obLGHt4r}hjZQ-!;>A1)A0d*j<_~nL|3nKNa zY~0ZpC!7tOR7>HS#yZW@#ycs$v9;PvzhzYbI_s>=2A}dGnMq8G+q4|1{2ye4cwa%A z;fpoa^or~0nFuzJ72>#Tmszay|`?C6^_8^;aYtm-F?DMRm|d1->! z4XAIrm2=AYJIsDI3+Mh3L12`yJiX6z844f%D_H0Hg3ILnP0INnaI`^iwXpai{xI0d z$D`|s!|4luK5@?g{cC>5vFaBv$jIn@Q?UVO6tt&<*vZgRfZdateK6oB_lhC#9Y*Jd zhdTWbBru9ZiG6F*gs`oL7+qK^VS03N-omT`I)643751!P?uYx8v6Z7(T9y)9tGET` zX6eBW?m;+uY*hbNT^Q2zZa!Z6@DP@ciToPfE(&x$Lne>FjsAF|diLNKe`xidtG@W3 z04&s0PrnqN*{11+;WWFHGFfq}i)<=LAD&==4$cDZE-)?Q@9;EO%sFM!t2^ZP5mA&hpmU02rF zjg;eIBQ-0&NT1L*tLWyy*~zcZwzw7&n1uF+8yzFU{Hc*HvO^=}mrA8He7S`4Gc9La z-EIIW=!dz##wF-^h;sbjSAeMaty9~39f&Q*Nj`d`FlXRf{`3t6XYVx~DZ2X@hh5af z>L%|HnewZq{_~DUnkA35x5rbQO8ibc7?pzakB>MWJogiqi%r6f_piW!kGN2{=rERF z|2@0CvIYBoT_h+Nldy;FzRAU=a40?Xi+yiY9QG+19OOQxjJ4Efld3dEC{bDP_q-%P zWcT20mHgC-(+201#y}3}4*Y@l^s6wRTM5ng-`(I?qlMQDX-Getsu4O%!4d_TM3drg zNcDAorbrTmnzf2o_b%VWCOW&y(6vEqed&9{ zf;xiF73*NhS%;OsmsX*>?b2sGk;6c>2s4fA{|jA*cJQ0tqQLBLDasIq6$-C(os1AS z!?FKDC@NvI1O{ccAo|`GtZ;c;J^g+c)OwuwHBwnkWb{3;?eQWL4*1)DP*=@?v;<3_ zxD8^$qxfDA*Nf0J`2Ex1nOitM<~_LBe+x&h&9iQcR)M*TFS!q_t72uTW927;5|$iG zy>|c82cTBejN4OQ!iZ>g*z1$QSj^DM^r@Q!^gDk-!`2rGjP;`aTh1F{dA)65fXN~3 zIQpjiX~{_(^E0cy*nAS3IA3&+O~%4nms~8#JqoAeNICiGTd@DN#!(NYZ_sc%dd2UX zHMGrf#lIA?MW?`5DUFlcfF$s?Q@l16#uV!R-d?i9Srq-bx5EgkN+xfcT&TdAJId6n zRa^wt?`BRudjYO8ihX}yK8EqJQ4}@iP*`mzHnFg8$4>7` z>LZ!|u>Jmx*oTAdkl>#%$kRcCNsC|qo%$IEG!^zqh3af*(=1X9Wc7xhTPzxFpRfbz z(RUtd$tW&vW!$ZoS_ne|4oagkM4&Qd{b==-g<`vMm*_E>4bJpU`OcLDIl>k`Y|}1K zd^Uoi?Eg8RS-VDaH^;W9-^yQJDr4O?!u3E64;-x8-OGP%3VPlpY#G~R3AE5cWlfVj zK&x5fw{1=^E4`Vo!l41P5;NKEdTU~XgKO;7SDG+u_OYM;!ywRDugbU;y@a6Vgz1;R z&9JK+Oqf6E!s?^KEBC$yBT4bDrx!&PrUT8J1Gsas&soh+{UELCp$iTFb@Ov;nnKcg`m?AIKWw<|_4bK950?Mg^)MiQ z1Ul;Cxp+3bdroaasP69)bPjQr+#XSZ=K0}A%}*aevakBi!d>5SDk;O){$Vj=^|_v&9cwG~&s`Q5d)mc)Nt z=4-&WypjLf!8Zv*SoPz?%nr5E$!jm;V6lt z<(p4!nwN*RO%f7p?*^ew9gS!XO;C7RR5~T21*hGvJZ?Dq5ax9jUVphGhO0kWw|%^G z0V#XG>_{3|#A&})X|wz1a4_+2Z_qI}7>uoO3%YgyN4FGTdn0a+txJbQzEelA|8ThO z+vQ0ZQWes=wpk4;PU^01?zV^S*wLw{Bf~J<=IXJw^FE|;?ecPXegMmMSwG2EJBQ0M z|5-g;k%TW-!Yco5x*ge{K&q zzP#JM8;5eAy_+n5ge!df&c&`AK$R0raoPDEhId-ruPA21b)nN0TF>oqtcdf-#r#Yd zJbpPxi=GFIf_%>szq9~3ZQ`H-do~o_s{G{Bu>x6ZAD&lg-N3mIe<*(X2Cxv7^DfRd z7lW5hxc)k=4Rr%9a)*{`fwYhFkA=Dbfz@+RQc%VWI-}-4vwZtQWXd*P_D4DvNi*Hi zH}OK6fykfYhXGh^bah7%{S@|vRI#0Z!2?Yb@2>i9O$92yNxbFyWtcuJVLE%{KFsYU zkAxY11#-)uIqlNzIB@f`@Wjo11ZJ^-Ql%3XFz&P?%#4*6dYRc&n$y*h$jtO;Y19k{ zmOS+{Ud3Yf-8e%gxsy0t6fQqLTeIzq z56_ki7# z*hw5SOrP3ed<18B53igtqriBc$;j=GoLG3U^HNL0I?Ss}zRYdA4{NEMkGNI;LH$nk zb!L5km=9t&<1cmzC&4#~Br*gQrJLWLPu$?z)@?E}7aDN%bi%gSzig0C@#1cM5elU4WqsDS3s)Rh)f& zV}OJACXDXz(%?Vn3RT8=dXkxeP|0zymR#Bi!|d^U<9RBuJWC-cwoVWSm0sAI?^PzU zsz$a6*b}is&22V&zy<1dx`>>;;dtc~fkxP*5~-O2Lkc1TC(@bsU_Uk`z2+g99xuPcEDr2eQl6 z1vjr5?6Ci}Hu9|>RxT?pRvPTWG=+}*p6gjSEM;^1U#KuHT;=FWPxHgEy^VM8i-$t{ zYX7}Bwd*+c=?JGG_Z_5-P@fD}b#8pF#AonG2eQS6{ywnscHXV z0^_ac$Il9|pf zDBHG;xxb$3>_WmpwcW*?bsKzilSwUf=r7WZTfc@}=Yf$luIQV_As^CQRrWT z5PF~fWO(@!6E@71%GlqM0?O7O#>*4J1conR#M7*&vCH$T=CO%A(9rK}wTn>%NXou@ z)`Sgl)<8J0G|3qHTBcfT1>ZpTmGOPO_TQkJM(@8%@JE_fpVvOZDf~lnD?F6^4||Q+ zdaf_)AvK7wIat92`{DK-wRmW|4=EW z=_ZmRHKij&OrZOK+r7lr5Ns_hO1^aKJ<{d;!gAv%kSpCSeJef>!gog7mmX+E`je!| z`QAS;eNyS4maREdIa~dYg7c22`fcO5l{B<2iBr26M3sEUT$t)|C zLNcMX?h6E7H~Bb4=}@Ej?s#%^&KEnSS$AzULtNfd@bWvZ~=sT z7v87-P7)VBj(@rL*AQuAf@bH&*x_HVJM)3K?>Nj*9&nR_|9Wn1Y44`r3SP`oo40skifB4z23Xx3D^+uaY6Eo zJkk|!Uh?A4gegW3S_#)Roa!5#<`AvM#*@;XhGs9Y`CoNz$=(5^Sa{6|WicatGp8?C z*K4Hbi#Z-F|BZRS?yMLbse!K6OSP^C*|G0e!l@4%Q9Wer?6>Sk!hr2y+HQqq%u&lpFU(-@ z%lg^dy;re2gS2pyT>~cs#u{Y#tRTgxH^qJKGK^nPB>GxA0{wD&sYA*W0wWurSH;H| z7(2yp5>>o}eLh0rBW9tvNEdrU+L{bheO{B7&qQD(dx_ZRR0=ca-`u{y{*}n4Cb>=j zvIGp@(a@Qd^8s>^_3q-qSI~U-MB_rA8jJ-8d?lW~hBV^i&@UP^%uw>Qy2kef=hjXh z`CF}wnHSe*JwHd{a@jt({Z$5NR%+vaMq_aB#OYtp&#l4;Svk{b$qB{{3gw5&A7V1s zv3hy+4Nq?Uu%lfj4M>IF<^-`U=s&YFRo~?cszfn`pW10mWcX~SnGyF4Xg^GIk7u!TIIiia`=38jx!>t-zfFRHe3EMCr47#D4d7^3S%o^b>-W~o zO0iJgOD~Vv7dk@Ym&ig?X!&GsoT2;%N`nX4nk!$U?_IX2(#1R+IC}Z$<+tHjQxJ5s z!$cbSpwG2{Hp1y+7A=o!}~m>Mu8-p zAJtTvg+0q);3u;z@tx9O!{IY^T*D_EVB$wc|4sRF z968E*b%nPOM+&3bjeT;kUQ*IgWAPc(kM-ZQ4_x2KYi%g-yaFi~**RDi)1g1JrS6Y# z8y2VdMomZCVZ*I~D}u}mKyiA>c1q9|n=X<)3WIXMEBdt2Gk0Sc8>2C{>TuxlJLAh- z3gJMPy|^p#ULTMW8mGT~41ywYw{@|o^Ux66|14T57ZwE~l6IZugmPhahIO?>q*=0s z9E*AmD^bt&e{B1M6fIJ9RDzd|;+@)Dp<1BDlzOypc7nnA9?lWwpMZM7 z?^DOqaN36F!pQ}M!2;wDS;&BKP3c3~02>yDQ!DL5a^ z7D2Hw`X(uh*ePbJw8HwOs^8R#^$jrl&Bz7_AUeR)d2ib}xq9ZW!HDv$|5EiL;)j6_@>D zVD51*@3lQGIB04vbYz?Z>JLS;eV4lnHb#ZsfsbC{$RGU|G0MZ(Gy7I@Qt~Fy(k?HX zs|euC`M3F(kCXsuHZ4Xy?k`fSQs}vFn4#)!@yso*Ow2z+P| z!5Xphg#`!B8!esR@QlS{+MiM*e*sn3JV%yC0HziGRXs~7$1*b;N5$(dn8WP4^T1FR z%(#B|de$-(``ovj-!`HNb33Q=B{mCTm%CHdHi?5UnX9fA#nDG({2XZd%#aN!aj$F= zH7qkp-` zF^e@wJ?5|0=*9zUuMFI)9zKMoy_C17D&mp$c}_uK>@ZAPuQMO+V8aDb;q|4`^8_Zh z3sOTl{n*c4qq|SB49QzNM?a}=!`VYA&i6ewL*KlB^wsy48@}rH{!ocM{8m_s#&H%L z&J1;o@5u!UlL^hr+5ubR3Lb7}tc1}5Ek{jR1?-E``u+({VdYuX&Y@1G4Svwv`hB%_ z<6iS-hkp4FeRuCUCN;GNMd}|+FUQC-`%}N9c(}Igy!l=*KPj{V+TCU2U{(2|Av}@2YwJ7#E{I zUXVXsh=ZH8MQ)u4#)`UoyE@G62rMU)2!kRU^WFSBVCKUK%oul3iniE_bC>r&alOxj z<>%V1Sv7cYy7=UYM-f^;(H~ns)^QI@&h{7n-LwUU9(p+0P#IxpZ@(Ao&qbti)fk_- z^#OZ>bzEq%$=DbAp)K>d3zTXJ%}4I`!M^;u%G`Myq}>&Woo}Cj31?#Hv#XzQiN)Z# zsuDL+h9zHGy4``XWd>qSDLeFpJB-JarCZ<80ddx7Q+ilm`vbX2J1)c$tzqhWVYz>u1?D?TMey+VVso6pu<+;i znEbbFx~f(W=Bx_DC^t1AxoGJ(lepmxcs}9RL8l3WAZ^^$!}(GZsmQw_T}BMkUeI- zLN$Ybi4nt(d4J$sG~eGnv%8_nTdRp-;UM~naN9qjwg9#I^|>0!tvHn`-x6_E91Cx4 z)AKPGhsDWHXAd^BBE9(ekZt2Z=(M3)a1cl^elIJM#qZop<0pOwYvZ!1rVqEvlt10&(vH=@&S*GJ2`H?LU|bTO8xe2*lBM zy5Gvk8~ymMw0gVbPb{Tv>t_3#LSzuh?9J|Iz!_Wml@H=W*c+6{-?x4a%LTD?UGNj8 zlv$njOLzeTd)b`duX{j~e1@75orS<~aDE(iY&>W9QPa5nBaG#otFu#Q2Rf~T`*HCg z6h_Of8)Ri5Wiw}O1KVjBR8I!Gw}-KuoBA5A+$OM`aa#y{6M_@huiy4sP=|5hIFF{= zzj3X>!k680<6g;{Rr+apV17sL+v3$pC^#>*%(8b17I$XzdS4uZw7SMQy< zVqG8TLo5Fs?E45T=U!H^TxrDVn~mfwfh?rf9@jYicsq_zxBTu?5QaromYV092XVrc zZ|P(~0JJ853rm0N0}IEvbX_*<;j-tO`c>tluwoBecJCw*ShC)SzxYMNj@#CYb-Ou% z_Uc(RhxR|{=~GKTDs&v^FG6>2`6-A)TjH-~nmmVw6G`f|A4{=P$fHGkg@m;Ab~gEC zYb=lYx>?H938-wJw8CFIpff8`nj^A-!054}6{Dez6DC#m&ev41Xl852Zc#BLKlO?H z8hr$E1zXMEiq}FFEGj$0Ttd_>UGF}Dm{Y}Lf-G<}~ zyh{Fx&!Am7@5Da!G@Qsd%EkT58%YP6BWnfzL;79rV^I`$nDLg%-s-0fc;v=XvU#IZJ{@1w;{Tu1=ozYMiIZ{naLP*KdQN)qV|3Aj}t#lQfo=?p#)O9IvX8ed63I+>B&c2x#N<3ME?Q&3*KL&F7Xd&!kwlK zu2wL;a!@KrevH5*ywlCsY!j?|aB|W8zax3vxV+{%Cl>RU*9AMv5ZF&u$h}f2K=Pr3 zY<2GuM-JcPIDAnRNGX@(EhAZA%HwJy6YnV~`|n1x$CDN!(_QB^!(EvW=)O0x(4zx8 z-=5+f()pxDJaEzBhJ034?|i53yvgY9J-eTuTiNg1%Ol2XYQ? zk=9r<@IAr~X>pPAnRW&+#yIIQrIYHj?JA#izD_s=OF9Dk_NyfXMOjtHc*47@l=(v{xHKl7E!Y z?sy#>Qn7mXlJ^J_S5M9l*VO}ky6f5L8~o7suVF5qScYywfik=PUWfV8S*v|+A~4*x z_nwADCN_>SB=@<=5E(>|Yu505A+j{-pFVibfw=YD_1LH{RX7b&x~?{*&@0(Aa$l|( z+lLa?F2%kjFeU_W@B1+X^hgyxRijm$sc>Dc{3?PZ9kFZibMLV)Pvz&2S3Nk!*5qYF zsKSOn4u6bZ^1*N~;|S(utzj3no^r4psvP;nxB=cn(|kQOc( z_^vq!{)K1Vp|tEHGVrLz-nG98!#+C0rxx4s%L(S1p1yWyJ9>sb_<0DHT5H6|+cx7+ zJ>w;Q(dSSQH{SBp`6_fB$jUsips~Sy`=bO|b%4H2IiFe024|N>8ucC}LtSXI^q#T@ z(4jTr#G>Vo6K99tQhhyPQp0?>@(LsLxkrk|hB;xq!aIN04Za?JH)WG3{0bYdEC;wg zdWoYsmW}HHT|jfXh+j@N;&2X+!JNuHC{`=|?|Y~}HgnfL+jsae4u9ZtsU>t_>$g$m zwmr5mDj#0g^wa?sgssoXuaGzV&-zgUl5zB3xruAoJocymP+uyzjMQTKWXt)_u#_BJ z-4+rGgGau_axfi-^l*}$#1!1O>y+Aj)6zKdj zoJ|?7kj=ZRB-oiH@-fJx(#46cbC)3H2jxYQC=b{ct&qepUL|p&N}k zBd^(Wl`|lSTbHU9yD>+9RAbA6L|}oaS+=)m1Sz^dt1Q6{OXwM3+DplJ5p`(V+RN`Q$K9H!eB5$VNPq z#lF?uc3M$s1SYRrH(h5Zp?-xUp@GF}y*gZ4pt_FD%iP<^Lf zfTObuo6RPSM~Z8KO8$KMtBN>|#BWk-d7z4GtlZ+68=f+h^}wO}oi%oQTX-Jrl);X} zY?RP}Y9ia*j;iag-eIS!@aH|m9s=XF6Uzsv$}s#i$j0%$9Z~6vt=b#0Yb)2wyP{F4xAC?rw*QwO{Pquc~p>M{K4`M;8|kUD~Tw zuZA)6IY-ym_XGW`>Yn&SZ)mxdEyl7?4U-?;*z9jrV@}X=Tf{6s(r*i!2u5CosV%wV zJFaEn)GxJlbryD9dM?zaT^tLmqAVlJ-z9zoA0!6`9IYE63sG*OT2Aw*rxTI%%3y>H-oq)(*ckwuUvKCfy46k&S%F z?D}-^0`%m4Vn3MS zXo)t9;nXw&n~<1Gq_QMV$2S!F=DmX+9g>X3`Yg_xMRfR|7saUlha<b@`sf$_%9&W_4>SbM&oQhewS zlEq|icDnA`;PT`?-`^G(5qqga>gX|~Td>}_H&OuW1>+58yRx8uw<7gFgS$i)w{u@) zx|5+&(kgn3;W3;zM{BsGQ-^snZ`FUa4Z!MH&Yafb3nG((*6{9}IP9mdtKPWffJ5d- zvKAc-U^PYW3~RO&&dw4e$CE68War6uO|&1#i&_Pw^iG({DLnF*$sfq(svRq5y>VeJ zA5HV@HhM>T<=!QT`S;&tm}Q?GWw zQ9I$vlOp{0HO=$({{1l7X;A;%%^%mE7MVI_zQG|QHd{5uA}BOrzg85v!RLv=M|CMD zkp6!C*|iD*Xz(w5H5#yt9dC(V0|ytO{Zks(`$9TWN?Yl;Wd#SER04cnj6l6e;IW(B zA0?NFfY(>%F37?W?sn_lGoiL(aoKV>#}dBMe& zQ(*KX&W;QkEllY`v%#X;ql2#4_ejyWWjYay>je65Q5>P~NucwR<`U%WzkRCWT^y2K zjQ^~j|43wODtbfT+KM#Y7JF~0Q5;=fkr#`;3KORuQjW_kLp$x!e)EwHKJ%oXux=58 zHa^C=`R(o4QMuVF;nEW17U#Jh>PfG)# z-%N(V>))>#8BgKZl^CPwGbC8HE8M$4`ijr#=f<~(Ilw%JJ6U(64BJSa$^8-qkgUtZ z|7hz4XcgXG^Wpg@PA1QUiKcf$#}+nW(?lm6v9r(k3 zC{JC+?%ZR=YWsc>8GQCGUk*~j?_XXPcs}3Y&^@Bx^TQ0GyM!f<(fA!wMUOV?h24UM zl=R8yLq~CPmw2^&MGLfK@$AWY%Y}pSdbh?r%CPxE-yJT|_ekZNn~z#Ogv+yk#SJrV z;fT;n(sz4hZ2ZwYR+c-5y&W+>G#MOm&hquZ(0>&KW=-an%V{bwUv=c_r2hiU)OqeM z&Q8OE+W0}2$Yg9YC|P_Mp19%l8B}F)PMGyAOxt?24+^z1S?9)1;a``g4Bs2`P%Qt^ zY47{^)YMvj!S@Ny{_x;y6ANO^K!;N+5*UgM-a()IgFJj_HjHH2d zz-PbskR^_s$qZTUE!yZ2p8x*tx5P%f5sx#@DnzDGF8vw7A#CBdlD*1y8b~j@BhGD` zLQ>2Xlbc$)(As|3u8w9zWJp^}totgBv-WV-b%#83#j!4K^YBBj_M3vf8r)FGb1PH9 z;0!Dz{bd{XKLGQETW0-id~m6~S#wq33O1PQ9)G4P26NuoLAl38!C(5#n_oqV*ucxd ztr}elBirA%NQiubh6xklB!yxe5OHg`c|!tM9v+c=68atnsiq7~5eqoGr+~-)QY`${ zwtV+Gu#dn*9CVGx8dwRKQ+3~S8%Z}+^}CG-K$kuG7d`B7fPLAavXTHK)ut!*FpoJu5Sx4xN_j`}DW?KpT;Ajeht!kumB`V*ca>nAm&ycf6Mz z(r*8jZU`~KwuJoxGl7wi9ouGtH%LhRDm|d?cm(G8C4?+x^>F3epOk{eVJx_-&tU0$ z5cAz~?p;6Q1S?Ncc)8+rars2h&x6D(7=Ok_H|Ta3&gdv+5{39+^2D2O7Ws7+bZcfO=)}^}nJas+ zf8eH2wNV80KYIBc^O^;VpocmD%35A6gLQ@&vT4x>h|-s8}Jp-E7mm0}Se%2o(KeTR)tWHy z#!yQ4!3t2WT|Z^9`eB`3tY)!D|SpwgRxgb9&1nD zz(}a3*XU@7WyeUfcU1%=-q+j=tYAbb%B54_~$q zxxUc{%*vt)-utja^Ka?zzCav%|G3KR9xwLCeP?OV{z7DC^m62B;)f2_hA8&%HteqZ zK43+i!?vVeQJR@1w2^ct3XU$}xJsqmpOJZ>skUwL`q>6F=CV4SFnuKZxp7}t=7gcF zF1GN=794&|s@&n#0zZ@;JPH&8VFZR=IPPKxl5F&urqoKH=&uPnXxjk&Z7BQNRxW5b z`|o%te;$r+Jui5+vLEIw?+f0!9*T6Mwx7Q zM?OP@_{~#lCpW>!g=YmN2R3}V^-7N3_&ARB+c0lF{R~F(So(BA#Gw7k`BxRUtRO-* zAb+Jc2m6v%vn*0R=_)U8xGy@iA=I2Nr zpK-}znNL>nBBn|RGTyo8fpbzeHK)~2!{C`GpTgf-r+fF+{h))_AXgTf2igZY8C_XZzuy&Mo`EyPTx%FyGTrZ{rg;&$inbBG7C2U~k* zF;#Msv`};i=tnQ{m=wF>+%HKdfu|`*3w^}5D;-;NS2j}tz0R>5B zBST-Y&-ui4ergWV-iT&o6+}SA8AC~4hATkY`Q?0$Ngz&Y*xk>`AH_a}4j#R0hR``- zEzISH&=|S4|B_Dr#(T{UC=8TBe=MWvq!|x3$#0Q6EOG=WIm{!QvnQct|9PdE#5Dqg z(Adv=$B2#^nLn9XpE(8dknQ@oEK4IUrGvE8L`;<8c zhs7aiIkAOE;v?W>*ON8o4}-)_(z97S`+~6J&osltUV9>ANNxj@uQM#hL|#aLrH1Iqf#D*^c#F`m?cmu9=`mMf>~U71a5*bXnyL$&U^|Iz?45n# zoSjH^PgQO3m4=bJ{hxY8m2kpx`1rw=tuVRYV~@qQB%JFouN9ha!R}=w++EazU&{?0 zjL(;G(RVRT?r8t!D6%-Itd!>8um&aJ`#>!7`!>pW%_negtqX^crJ z8gh+vbr>)G`656AqB>4KuLG9rW7mR*J93<6`C zB>&7)9jFpId(qQ80T*IhjjulDhW3gsPm6;OVKm)B`0DaoSoR-UI7_j^O5-y}uMEA# zA<=gK0!CM)y6-TK41ACIl4@H|@V#{pA z`6agG@!7S!p4;%SM&4xo9~;~e;V2m(1@n#hXR-~Pps(&kvz^pYoG(h&wm$3*MHZe3 zS7SslV@uzfXe_r%*B@Ml2tQU_~R~2Illv_%SQD))@so7 z*@-^mQ$S!yIxrF$;({gPRx8gm{{kf>rQ%&s7p#~Z*mBER1^Z2d9UU3=LEE2dSuQ0( zB0~hDIdi8Z43xBellxMSv-0dUno*uG6rnsLoPk)?e!4pPM=n&Fo+!GM-GFVXk>iSf zmN4?AXoiD2jZ~rCC*osGa3(I~x5|#Y(BQtWqhsSfOb*}MNpw1h3+soi#kE3^q90RX zRdEwqvxvjbO0s~oI{Q_+IRd(s9(*rfHNru&L8`ipiqIF#>25c{femub3)?(vVCejzVS}J}%<1S;Za6@P z6@&A>K26(jat~WyXy67<4T|f(+VdQ{31{Lb^y_in!gyeD$qdPcFN5O#%)ktD?^{2Y z%R~nC#}hAfYH;rOaF&;R6V8NgJw5!NJ){VhBsXxi5g1Ray`STgKuVdCNCE3-SbM|a ztnn0JInYkEDep5ZNGQIMxyS+C6Fcs>x`zSnZQik87t(PyMuqD((_I*=gpOW!}r=1c1hVAlz z%Ew+LRTYS>lsmnuC8;p7!%5<2PZhM(#;N#g9tNs<_4*NnMnGc2$T8BeQu1WQp3m-Y>DLPAM-XPoCaOuZ}U91pa?wzk~6 zUzdB4URfk=&-f7=c6W*Coi&B^$4^#jqoQHp;oGfR?N`D2qF~9NeGWLB@qS#nR1GNd zGp#E-8gRhlLSBsgW6ZL=VYg}{iYtG1cLrs>!@6FUnE0ZEU`JXf=^d1^wWOZNke9z2|`K64t^MmTs5H_RZl{)BPewRNDoML+*e zJptJ{mkP`ur{ecqXFp-SWoR*KIhNj7fK-X1ruZ&ipbcF=d4I|VI+JS$H@$lS)3J-y z^{K76{5rAJ@q-SOFW0TTJTnP3O&%k!H|rwp^I|T)cnnZo^ps7axnRbob?4qm9qjDC zG0FOz39CovQ$Kw;4lP&BE^N{8fyR6F$E?EdVMj@8M+&U~1_%GMyxK5|{T}+k`#0`s zi%q;_O7~l!WHQ{n@k5`$C~fpE;;k??)=%q(C$?kq&U0dH+~!2)G?T`#Y=9oQ9INDu zA908w+b>XE83rGIdUNnGBZ1+xr6pm?5e7!D{kBlD!1-tY{nMLChw;tf53P)qaOuwc z4$G27BIEC!dF=QZTWjfV+%}tW`gdrDr|n0eB^+=`PSV}jKf|@XoKjf+YscHs?Fl%Q zSSel_y%U;L{g~eF{I!vvLov>^x3IrM`cm)2I~eEUzIU5B6dT-*iKi}(AnEp;(RoHI z9IR^i#mZfa9}d;N*I?*_+K)mbu-e(HvpZVWB2wKMo|G^J`69}W{ zyxX{tvhzbvo?97qkqXbAZSVjKS&=v72z>&Brp#q7%6(j+GCzK=J_-Hw#p1XTZD@L( z>m#jw0jne@9Xgti!FYrC(k8VdNK>36{Cv%Vvs%fC=YA|9#XUsO+QJqm>1@^iYAINE z>`6-h)92Wz%=MkYx(exwb91NHr(x~WhYKcJztDT-(Bo9TUL0gAaetev0QJY~!&0Yu zfl}RCot0vbFT?l)9#>^!S?uLIiVLgI*BZB9I`}O18>bTw)VU)yeB(163OI`yxiB6q z!Ws4tMHj?)kjBvZ*5^V!%q0rx&*lnax7h{vD6_ZNb911G>HQ6$o^LtazB~uBTZ)xc zoA_`}d(*a*SH0M|!sEPO<1UaXPcnU?;&FykQ~0O79Fa{VIY_3u5|ghCvAS%(f)pFM zu)Qt0FmQDt(M|3EPLTH8B%RiTe)roMJNmW*Sxt}c{!|9^S6khz&-UB!pwjTSYs=Us z-;v_=W^Q92w~y;S%EN(68cIGq+4zSPVjXMz3o1`lcRbgagDC>~U%$QKBm4KKM76%e zS*D-+f*6y4$~tv1zuo}H4nLbU=%r%S4?Y25w?x2*Yi8DS6I|Dn2;*?%cajs~8w5`nK!$h#@vUP^z8&!w%hn*OC|&cLAj#=|0nvHRg)( zc>8}?hF1OgT})ODFrx76;(YTH9Q4ka?0|jE8b3p4!_gRnQsvu-oKL^2U1>Nta8~2+V)fd=&jE zaOuW~n5?J;)L9H(CuViStl<8KRs{k`i`To5ukHxriM!M1N2>^ot-CuM-wZ>K_?79} z2~KG0ef`N$|1(Zl9FwUnD~IoibKA6ky~pWlZuuLXwFIV#pg-4@>!JT@x$Wrp6$tmB zFRPn=+UQkh55pQKSW8H}p?+{b^pE^9^G}IHlJ8A<(i?A#V$bY(7g~iavb+n@#Z@^w=aCY_g;iCRm-+1^;!qRdpBRW|NDf6NL~h?8l1DVjKZ()Ey4{yk{6 ztyZ5C<;VGmU$5sYbg-@NleyMAJsbwX0hT+6{Z+dci@E98XWMzU+vz>T`&`MnqnHW} z_bzVHlMBK2pZ@Zcn-Va&Y|6VR$B99XuQ;VQN5Z6ch^h@2iNL@+?$R063KZs>K|=cu zV4Ykt*W=R~NHLS?bX3@cT}pz2Y>Pyk(fIM>p3Fa3nreEJQg9NpJll>r7?GjZl4NJe za0eq;_g~NY$P1L7D&v^x02tA#5p)RE!fD3Ls`*b7u+Cj`@xYUBFc7sv!C7Q&BWDO5 zJzZ=#u~1;=_|6rR8dcOUe!d1YimTaW9&t!I?e9(GCBUrhZSP@c5lnwHm9mzhjMVah zoj23eaUvY68U-@2!(b+`LZS>NPY5yR)dV8xwQnzXYY&XP58pkScpOsom{F#D^?$9AB-u=i_aDa`1$b5@Z5Kb!O4Zpo212c)vM)BKiHtt!BYhCyYq;p@}aamFrt6%L2Q9hUpjW?J~ zwAzkA&4Z4$=hOFb=J$}cijpLFR#c3wTdNb;k_O1HxmvLxWAaJgZYr+XS~P6FNhL6r z)Gyrnt_n5ITOT?SUIF#kaN6w7|NnpFR~BbuJs9CGntl768R#yDiNBc3Vdz(0!5@u6 zs3!7tu&q6W^6gheqJ9vu#dW`ViB=u1-=s#pjThaR%g6Vj(+{UQg7gPopTYTC4+yF~ z+SnpE9&vPuhRrb-kAJHW$E9NyH95R;KI4}0@Wa4L>E_>Yn{dyR-Y-W)kkJ*Pk zf~wo>cR#@n$@o)0Irc)E?8gA%?#D>mbxyLk|1#1|HA7~i=7Cs2eqLoQi2biGT(;HM zgt2!I>KxQwLBau#EfVxp=#zh1D<)6?fj%LZSQCH2cXe@F@RC zP99xY2rxKN#_I@^ell!~2QA_E!O;b?)M=#ou*H)EYmwr~sT^!)3zLh%GV)(CU`Fxw zxfhId{F#*Fmf&&+2J%nt@i{pQr1L@60_-c$uaW6)w6GKChfn>r{yBsxp2-CQ5l3OH zOw|6rOC1}2&c37*wt$UicPiP*YGa>P0>|;;GKe>xTxYTw!+u`5Yn8`_aryaX4NI$7 z>}C4VLm-4b=KJ30d=%xewcDm)z zcNAgLqH6eRJR44n4*qJWIS1=!o=xxf{{TgrFHQD1{)Q2aZwD#ri`f4Ai&ql}<5Yd6 z{#iJPiwD*hgL1ubu8m=?KlT#PuHW#`e6-;)x28%M)XH%1a~fHEX#uCFSg&5}4TZt; z2}~8baxmc&f2pkZD-!vUK`-SVjHZqLNs(qHupKK`JgKinWO!DC(wBE3^{H@z{F_>s ziPk8mja`Q3?X|deZ{vK=sgJQ{Y~ApISV4nwvt zYH=P$)Q^PAb3Vbg3KfZIQzq>Fm!H4w?h)vVYdvUwq6w-Odi(#H@nCh>^y