From 8bca277c8b12e9a647f51f06abbe80935353efa0 Mon Sep 17 00:00:00 2001
From: Srikanth Komala Sheshachala <sri.teach@gmail.com>
Date: Tue, 28 Jun 2022 18:44:22 +0530
Subject: [PATCH] to v0.2.2

---
 docs/_build/doctrees/changelog.doctree        | Bin 13290 -> 14795 bytes
 docs/_build/doctrees/environment.pickle       | Bin 1077601 -> 1078151 bytes
 docs/_build/doctrees/index.doctree            | Bin 21126 -> 21668 bytes
 .../tidypandas/_unexported_utils.html         |  10 +++++++---
 .../_modules/tidypandas/tidyframe_class.html  |   9 ++++-----
 docs/_build/html/changelog.html               |  13 +++++++++++++
 docs/_build/html/index.html                   |   5 +++--
 docs/_build/html/searchindex.js               |   2 +-
 8 files changed, 28 insertions(+), 11 deletions(-)

diff --git a/docs/_build/doctrees/changelog.doctree b/docs/_build/doctrees/changelog.doctree
index 8f5064fc975fe20942caa36694e38fb8d137b5ad..1ea88958b0e176497ede16e24e8dff22b784b46a 100644
GIT binary patch
delta 2975
zcmbVOZERCz6!zZU&feOOt^1%`*X?#6-MY1-9S)de2m(KpSRq1C*<{`5dVASg(%w1<
zpEHmlOiVakf{tJ`1cbnp@W*I^EP{$A0tpCWG=aoO#DqvNAu&YX&pQSr82`L^&wHNd
zInO!w?Y;dy@m<!u)jWEt{kVCbU~W|!TW7;(Ru9{KC5&&GGmuQBGfGb`p(ImE_o`%e
z)tbRrCK2oDk9RA{tkRcU7hfGz24ZWHsf03+(_?yE>51!lJd;<S?8-N)Wh3?}BKht4
zq5LM4Fh7`3J?aZ;rD{^WQMD?X>rv%BHKkA6rxYckSaa&Bp{W)imF2LsK9EpfR;w0E
zs#gtiVI)~LQvEpFhSuYuSQy6ZTR<|c+|oFu&F;QrKN>=}GMLm=G@tAmqwfD1%;1#4
zEDP`v7SJ+Cva&0Wy5q6Y1R2OyJdl^jK+J3)M34-m_)!)O{>UTKsPRGExXk5rD3WHu
zLX)S{x8Ql)X*`AR$ZD#cKr_hoD6w8WnNDT-GyD%o!-jeQmHZI50sn|*xqx-?J}TQN
z6u>jm5~($WuJ3Ni%dYPy(h~SU=rEr}#IG^Yp*qopurTInSZ{6tUF<Udi~v6w$}-De
z!OAj^F2P*Wm~h)bSsCgULGkDk_>@V`X~;^Qf(6b?{jydeJn@9;(cBPogzVUdjVfrR
z@MmEJ4w=`<S_{Pl5hfzrSv~+uOPY<y59b_pFkY}j))rCp0)loh^gM#*5k-&L&j_y(
zl#`)WU=*b676Bu6S#&CuL7;XaO(Y5#)DP#K%{FeP6ak^!+9}xJ4eLhBdz7~q@n};n
z#u}Y$YMf$@5(C97f0)$Z(ZR{4&QSE11YN?=rwE!y6pfp@icxUSWf3kDL@C2##4gJn
zDs`Jkm9f+<1e_rp#7)V({3u9;4Yhj^Jf;S^@;S9xwW0^adQolom#5`X8s4!gkSd&S
zaf{?(mca#gklrdc(=UdlzEap_u7sMR4VECqHDMgNw&e`g0M{y;WggXmueuIqx!$%c
zpoIAbp@I?S5(1AX;q~HAg;xxuhar~}B#$WaaLJe@L#5Xmgi1yjAOs#!!Y`#eg<%8f
zWyoz9Y2{I!2p619R^CLh2)1dRf*W1;COGFWfOn_0Sw5ykk6|e~sA{Hl1Pv+-^V|!C
z3E1vlEPRU~p~7!4zG|_LfhNFF-YZUsaI`)w^TU(GFONP)Q3K5LOIChzM1-in99k+m
zglfagzKS->J!<CfNi(&q&RyfFE%dB#IZepKeV-xiEFAN+ie)Ca<_Q)ti}j4^G(lD6
z4#5dSjS(w9w3)zXYcfLF1m_*K(C*b;?GI~z;cXS4o1*P!+U+I?SG_5;6K#GtlW2pt
z)*>?9Mb*7>0_%FTxCxF|hpi1vpojY4A;RM)#$Dc}gX&j0gj!=zSCuw-go^FNVnGLf
zSp}HjunCIX(_zRr;M)H{C+ae=)wGC*2+58=z0HiYAJ)}8E9@s-@Ut=MjE8$s|K&|G
z4~OAJe+B5Z9YVk`cD=Su{*fBHJZUV%YFwno-l|*gy7{oNKN@C=cP5QZXQZ3Z-RQQA
z2);ZT-A&?;r*2SxJp7gV<Kac*Z-o$I-sZ@DiA=vvG6oi5C43SY*v5vHuGtuL-?c&m
z!@lNI5+2wLMw%@_tkEqOP*oJ6>u=@BHi_IV9=1w&az+-_!<WA!&>=)lYzUkcpBh6d
zBaV0`lg>a<u=qqz&@G6Yr4t)NABnzM5&kVUMbLioYm5FxX;%;vicBT&YPeed0h{q^
zn<W?um!tRXShzvD!2wspzWV@DBwTR`S1lS$XIA&7b16N9{u<@<cs8&72GK~<G##b2
zG?tuDPiijoZq=Ol1sk<iY>8@z&<|BRfS14UavLw(&{Nfh@Nxk!-{YkUt9bCD;U$5V
z+=!ft4aD{JYf&-uCsV_fqUuDH6p3nr8HJ=kl!!-(aFmEfi6E+v)uK7ohxx>$O+BfG
zh(q<Xwi~;}A41K6jg8_RF<WeyJ%V?{>|MMgW{0t3V)i25VY8Z#IJWnt(|Rhc$5&<I
QeOcJqdR;gS12Z=L3+Q!qH~;_u

delta 2110
zcmZ{lZA_b06vub_`aB(_Eq$T1v{1`RDJ`@N*hs7sGH?Ue#1GrV!4}@a-4h39&<vd5
zARtU@G@LRu%zZH~7^4pGgT|OhGM$Tlki-}h&2Z5r#<<L6hWHW^@4e5xEs6T&<eqzf
z=YRg^-tzFp$S;HX3;M;)y({|52u6%axP>l(N9xu;ioLiUY~cu8u;}0~?FrD!Poo~O
zBkQpbM+tKh){Db%LvMkP3@s2hwL*(A0ar~A8t_GOJVy)67VPgZ@`4%o)mQ_^c8?kG
z>jYTJDM}o8l`6_2TZ9!y08SUo8}R!CU(Mk%$KPYP$W%OIzOKPH1q$!V68en!+$1ZC
z%o*^HMD4af<lS8D7E=@1;zB6zWCs4QbRi=gwLT-sXxA?6RgBQ=j1|)9%xb-&L$KkB
zlkvtSpUQX%laLGfxf^T+)o{uzAt!uNSV0E6DAlWA9Rn>KtfinVG8N94KShTbW#v>G
zqeMoj7o<K_u7`m(4xXeSvcX-87px(7&W{e(Eq2&)I)aFl_28=RY#LW%Q+^~|fJ?Df
z(UM~rvX;XUSF<#ywwNU?)bZ`S%`_eVZD~n8e~npi@Uu&7^doi&0UO=reo<Og!D|e3
za_}8Cl*m*#S@Hq8L8vBlot?TktDeq#mZaON)FzWE=EvVNSY#^vvG;kj#V9wY?lVec
zK(3@(7Otn+1#OqMBRdR7<1prHko_9=`lT9Zc0}3pd$>}G1`?IEQ06~~;?VE!KuvJX
zAG7YG1^$jwPQ~G_zmEWql_j9dE1?*~J=O3sSw+aI()`d4wgeI(517l7$iw=dFK>{a
zRQoHeKl|hIbLBz!%9Vg%;CRs_Wyr%}UkdwE>0V_&WCC?)min=AKjpk?QUlw8c{E84
z$zt<7HDwanm<HAhgWwL17A^l<`AV=3t?X0|aOGtUSSqH`GEr_qZ!$%3L=@4U=j3nH
zS-z&T#N`Kg-3CQ-*%-M4JNwxRJA-8BIP$X_`7qQV|E;S0nSYTAuCzs8<g(7JB|qOg
znjrjKxd*vnBN(%~$QHTi5C_e0D11QWzSP#3#I{Kb2~Q-K8fhA0FC>U9_Cg1%lBk0D
zS*>c2+NrizIYb&o3o-pbgn64*h*!p;GcxY%qRh@0DyANPiZr5uo&F-cunUe>m+5E`
zP=8{(Q}rj(V|jmKs}&+u9!Nx!C`|kfNUx~g7W3Ysyu||Z))qVAeCvO`tx|9G{O)Ra
zp}^C<*p)$n>}+-_JCO}zy>d=%MgeA9R9sbUi}a1WZLzh$Y@^yFimn}~y{SP3YjRx!
z(%jRoJ-l~W6R2;>Vq<rfG}I=@I@b~#$i*Mlk$zJS2lyJxf{%~{`;>dcL%KI(J2!l`
zzi&7_G#Wc|dMG_QFp?$jbgHpZ*C~pwGzR2c5q#bl_q36t|Ezo*iuOg!cZjs|108h=
zPeRP<c{ZiE$WKzS)6h>t4-NNe_>G1ZT5*7emuSe)@Er}`l90~GLp^5(M#rBb=EyxN
zR6m8MQp#E4LzPZ3*%XsZF}W0zN->!yQfVBZmCRHDp2RV{jc1ez@{uI}qex)Rrs;|~
fE6F(<q$}oZi>{cnR^d!p&_d__-^sTq)im)B3IRcv

diff --git a/docs/_build/doctrees/environment.pickle b/docs/_build/doctrees/environment.pickle
index bfc87aa7d9e9f84c029260af8b71e6ccd489733b..23964c186b43dd748f068a5a7460dab457cf52eb 100644
GIT binary patch
delta 174792
zcmcG1cVHCd^S8TuEth(bgdRdoC?N?g^xgwW=$&vRf#gUd1*93U0tN_P;8CfH1(oWl
zt0={SB2q;KMFnhFDSq{51>c!@cK7yDxP$QCA6uR>^O<?(nWydZ+{Lf@K6I(??qA{?
z1=@>?^6dFpv01t48F!bL2BhWX78PX8C@#v%o#pJ&KGu0-Sbb;H4pGkX_HEi2l~jhJ
zyyAlLQZpn@FHS2eFAXU!g!HLJS?Tlh?YZgp!gA-))lHq(R!2J>?OR*@(lYJ2vof;t
zX1S6&NK(lM(p`5A?t6CU0q2pI?sgng-^!Oi-P-Z7_O|+3u;aM)w(r-^9iM1#@2+d_
zIHSFtte4?9p}l?Ns_i(bzOA*iigujU-u&<G<~Th-dkuKvEyq#qE$E*D$0_YC<ndI;
zhuWL%hTZXz_EtN4xHB}Nn{djRoY27!$*(StE^WJJWHaZ^gaF~R^Yw&I!cpfnO47EA
zLpbYXT^iY5C^hF~<rWuZ6qY9n#f6U3&O==qI}KfHJOAhsSRYw0E_XCG;4RwG1n!B)
z98KZoJkX`Cvvb!j!UxX0uHQNz>lfiF=oTwD_w|o(9q4WpoKJLb=lZorxajQKr=6>F
zZ%J^D=@#KU&^^RCtIu_(rFT2mBYn++vuI!=mj9|?cJAw!2_RDj!0X$BiS?c<c62W8
z-^ZCeAcE!J2O)u(Vm;^I{l_}f`?hl~9<Uqov>Q0c*`j|V)@z+;X8+zN)^+V3_?Sp#
z>1YoisT>`{@d?Y&;lL*>KgWIegk|U0fKOO%j+gNX%gk{cpRl|fm+%Rd>A1@Xm(%zZ
zgilyRj)wSzI&!qeCoCFAKVv<(V!1d{A+Wd<EHkaJ9M$)M>*A0$f^+&_n=>}4wli+n
z8_pH0LtOt3+b6JniK2s*G!sIc9Y*}bwj_%-S8UP%0iS9)cg}9++Lqjczq!t*4C7Di
zO1v1zj_wr0UDHO*SHh;B5dxjlXVzx9k&?|-e@uyz>xHr9{K*-2D9|-+{PK$FQ=35g
z))Qwd;RioPI#X)1-A$xm*C&(o;jZaZn38PgcS0Z=-b4yxDNUtXuAbAfl!%a{5b^U4
zu?c(VEy3pcBXyJ#5ow2rh6kkx*MoLD4|6Vlh~#MGYL=FxB-=DZ40P>Ee?)mjv0T$<
zt`ynES*oUHWnEwgvPIISYqld^z_(hiowGr2_~cA2Z{TX2(}%w?WbC>pH&;n^BTrVI
z-kbA;l4P0z6q>zJiePb{`TM(e7p5r@(LVxcjBuqCiy~2HWosd9kqfMD`8<U;FA)ff
zbmlx@b6Mwu(1?Tu3qUwvrxfX0zhH^NHfB)|P6@=XyY6McyJDWr^~yaxdA#$zId$2R
zm&Isj%X@9EaZBbZ*}h!*f<lzgZrCj~V!L0GjIJa1O;;jNS?s6_(9U|mz<Ib9KQvj1
zB`hFIDBJZK6nVqtS48J8nG2i`lz!?=&9%AmR(2QQp_cQFRmX+nu7_98mhjbOaSo(#
zS8915{;+3lf1Wb`r8=%gY?AwB%cE0xlAy;I@X+1c>#(5*g!--z)(>!}>#{MOzij!t
z4lCO$T3shL&E_F-hw88^d&Lme{T;BM`?n;i3G1@t*F`_}#UTg|e^Lvs<65~jRin%T
z-xtDNZJyTgdi0rTJbK^pI<CgsI6x;rXN^<LM%Q!CrBO7COcHGD<Qgf!)%^t?<l4Rc
zK3&|Fo|4%$b?0=And`e<{DnoDg*vXhJ+pWe3Uzfq2<7J*OChfOm*%Ls>bm@2vGW(y
z&4|xIH@jqxm+kuk=rnvyd24+h-j?qjM5)<h7vSyB*ZXmb!}s0IgExH*!N2U+2|Veb
zgVRs>uMUgsC|TM0?}Sj7|67?n2UO8;*0`hO&mva^2eKEw2Zg@#HZMh2+@W%w>fjPk
z$L=`Do&T;B=(_Q477qvWr|>Y>=EE6oKL53qOzYw$GfT7sxx^zwcogWIg}ei9+W#5^
zfAqm{9*mO5m?S^;{I3w4c8sTX?K@t~<AWZr%T6Xp2G{hHyu3)mEawlQp6kXbH*Htm
z>2x>6{f_{}9e)GG@Q;U4Fwb`35y`@a{tMwxelmfFlN4B>?C0x3V^{yP3WANFmQVs$
zyK_r9;VplY;hES4Q4Dqc@AFCoF2n-Yl*faOPPWzND*uufmow<`I;^=#tmCSGA%#<F
zcdicGjA}n&1~<R!qAob{ebJw?5BS<`*sO6U$x5N0eB(~*O8!nMUPQLJ6EL3|1oW<7
z(&hXDa<cz|A$au<?yT(dBceaswg42-{3jjEljV|$b*l}jpZ{4Gd<BC~hC*=MWp}V^
z^A)Ao!OWdyhYjqjC18O=u8rcF#cJfdu*<|!)=B|vcRk2{;ny)-189&CY+^Sa2{yCI
z4IpmeZ#sM@yFlFe^})t<jUX!I|0+gpiGVim=|6PTC`ZrQP>v~)kfqOGTnVl%e=kvs
z4}AB(ii^TB3GNC!TDO42KVIjATq*x8Q?NrdW~E&vi|i)|6FC8}VEJKD$mDNWhDj$u
zi@Vy0Ho1#I(Ak;%f>Gd(Lk54ah-W}cKhRC`laE`3@jM7n$VpZqhu+xEWT;Qm%fUiZ
zPKhSgr#rwq(gBD|0ea%>m;+$l6DV+xg8obXH%M^1HrA-VWR_QixVhA2u{|WC98ya`
z#XVe~M}f|!+A4eUdJtAi?h_^`eiZ%J#%!>l`n>_i*WrRzYwNPrke$8O2f_>LD&g|U
zdcs034EjO#bAPd(yt0AduBP&hhQdrPJkoC53uwm<1{&KU+_dYkX}!Rhj}L+Hgh(N~
zDVx4cSil<f7cQ{_JHV)*^CU+P5U|bNAyDr~UNul?qP#+*FMmErsH42@J8olT3xoi<
z=@21-hcR$z5p2tMqFF8*Dx@ocB?}<1q`%}Z$0mYui8g8~f<=BQ8s*o9tAR2EF5>Yr
z6xsq^QhCBiFc6+~>b*jQe07un9VdjznFd`Dt@7G2Dk)As?*h<oJkBFfermihh39mp
z{AXj4KZ`-^%0MW_&J%^vN<_PJBwHYh8zdRzeUpT#3a`j)fSo@`@^kK8Z<Euf2osbD
z=rP(@pRdG*&drBya=<i|2ZQb&McCMh52ZlojdyMG-c(@>&n83H>3)R*NZeTdcm|k~
zq9J6JavBN@UATO2IutjLfs_#}VhB`8=TL~LHB%VGV^o1^$t!1R0KgGP$n~-W=n|5;
zDEH;llG!=;v`v1?0ro)=GRTHKC{!t?kx%A;N%42JT&;3`o<@kub@fM3t^sqvuyrYW
z594lCex*Q2(nZJ}i?mY1-13QH!J&`OnkPUvS1r}XvNT_fmm$4^j-&+33zFj&sZy$8
zP+~tq9q+UV^m2N!hh8uTTm2(gL~@A=R|dfz<_u*ptJMl`D3u7d<P#~7JgD65ej!DP
zA(=yxB$Isb0ZltvAUiQaGP0+S0P})})H25IaRh@rfzH^!Y;x#w50$XEGm=%_utG(|
ztr-H%a{E$Y5@)NE?lMUCaZ9Mcr&oG1c>WB)rI_N?;MTYjvFurXGB^})w>H_b#>0l>
zC68#8ii)Fdxhj(kIhX2)$bFfRp}bQaxOx_x+?S84_OBt7XFd*&k8_{47fpYp)PTF&
zrW-tQMSKdlW_AKuUfw9+$O0`7{es+TGq_#;PL?QdQQwIVRoUsIpvopb35|#@;YV9F
zuR|!$e+t!yMS$q{J}rDHI$s;UfPJ=2_{Le5Zj(<u2VCKaJGvn+2rcMMF4-<XHyp#a
z{0;tL71Xl>zXV(4YdZw!jAA&t2MRyA3JksFHk-U|mjJCZ#*t6KJkx&{1LTN3LYBz3
z_5(L7yd?a<4vtdXY|zW-X5p1{FM0*tEWM(eeM<%~{59@SI4k>A2$37VCdBYC859eJ
zgQ*!jM$7fy5MT^K@8E}`<Q@Cai_kla_FBn_2e6)~>7(Qe2T@J*4kMb@@{+fN0_7dX
zV^J*mFEK=h(E(IyHBl5hIM-m6VQioebgtamKrVX^OV3Rm1_)rc?)NQ6u=Ma<hK})l
z`lzGF&;Tjv$`6GoIp+k{e|iVtQF8DpAzR4`@ym2s*@1<U(fQLZaKay<SrK{gwX2jz
zkn2HRa=G!R9-vssBFG;6icLQJ89G3XB@3Di&V7??lV^RdiY3FKLD8=aBL-*-h#L$S
z!1yR9RB`BH2vU7H_A4zO#tmwzKq*DBSP@vJ9<<3rzQw9bG+>m!LwU^kUU*J<ghF^q
zdHnJx;R*i8U{o5#F5DvpQxkLc7mY}-E5b@84JbI8U6~6035Ej-P==~x_moI}GPEQr
zWJnpsc9%diaPGKG9`hUeN|FUFh+QZF5}*FA2>_anVvSQJi}ROLHu=Fn(2tM+7yd*C
zN*Rew{t{pVBLr1)%6P#7&H{!9YT1G$(J~ARX1P&EvC{v*|F&7%P`t<~!)SVq5)Xw*
z_Ggx1h@ct-5K*Njqlck@N)NJvx&xqPf`NctAwq#Y@0Dm6AV1(ILd!(Bk-8k<FG7EU
z-Z7!PJ3xe%NsDLsY2c<|7@)U)b^rrm5a7WgC>;hMI0TSiwuv4}ot6$tg;BtGg)qTB
z5-O_YMDNqXMR2rk#!%n}S*$B6x|0{z6CYLL!FZzB`3xyghK{}m1}Huw+XCZ&R~l6j
zaj+KPcsfGkLv$!h*-<Dc=;wP#NilsM0E*B|L9e-~hvv{!jPmMcqUvEliq>*e3sJ4u
zME&FgfD&3K53^Vm1`Pl;O!r2Mia{~5OBfE+l^e7cq1n}ngf%n>4dsJvM5VT4&nk*t
z4hO`EF&>2F^X)X*$S9{h1dNVZzyYy1wMb;Z2@`inUS8WlEK@ikQF&S?txV9rvg<)Y
zm~2h(#E7E-2BQI+ytRu;6sM`6R?U`73<d=@xobBOCaQ?X#_r-eg$F#gl5=~iMaswk
zLwalGORjHs9}#+ABt5++_Y+m0O&DPepcXl)>_j8UEUz5sS#&ESga&e-!J^{fWT4bo
zVx{+qSu{7yVur)h=4E`QkL?{U?lrcLjBekBMI?(&l*i2@#3`7j77I)g&4%_d5WO#1
zj9{IU#IM=oBgERQZ8BWosUDk<EDq5Ux025#V=dA$v)7WvrYv`)_yx-y0UeqBDPnK7
zYLuD<XJc5%XoyW5CH7~n$EXqCj}oKVb7O#A*cdUGJv0L5{DQ}b4cOab)g;LiVG88o
zF#xOII7nAIR!m@1#(Tsz9|y7L#zXAj@jzw$SO5)AVeIz_9_jXthjc{~A>IB7KxNe=
zU2F>$I9V)RH%VM2%w^Z6h=aLs#Qn-7F+wP0BPWYpoRO2QLcR=-7C|`8?AruTxH9|R
zFu)OpliIy-27DJ0aRv-)E^K$_e2#6IDz0a5riw!#%Erp4iH%v0>EeUJA!eT;j$>u1
zVmzB*SEB1r2d#c)cSqN=gI>?hP@?zP#a1jaO^u$%#-=MV@o8dxc065;8ONg2#Ta%r
zLy6v*E=IDEGu_cIWQZ}sy(~UQjCYo$h7-2<nPQ|+f?-_hMfliHJk*hmY%25>pQC$%
zb9b6mc!nfoOI(7P^|%`*o7Lrq=ECbll$~58M&T$_c-2ktWp*)Bd`b9BO92gBme^W2
z<4*DsCh5YirioqIafjHJ&C7-|YqSJxcFb&0-7nc7!>_Dw5vVRD8)~RASB*cFEjDBi
z<htXJ<cQsc{;WwpXc*wMX7*gMIg8A9r?@{4Y-U~_m}L7oDw)6Xfa<O}?nKw~#ZJP*
z8kuNTI!A0KEW?0)!UK5gf;tg@?Zox;5#70-PI08Q3dLAZjEW?htuF*w?8U%@Qmki%
zb5;JGi^VqV>RdHy9P2d~_)Bc*0&yZcHWygm#q3Lf^>sJvQwr;sb*x_`rD72+Wv|>V
z#tXeMTNf5NUktUFxy|-Ks)Jd`0p67rx)NovbAq$)$UHWAf!IPw*OJs?pDloj8nIY>
zP@J6L6h<fWMWxdV#VB!E0=u?B41-0duI$o1P<Y73FP5``NU)$dcJQPS&Hh{@wgk12
z2=@{s(%$3*X6qr0WB)D|+p&*JKpTLn78~(681D2X;!rkoiP%9&>1^`IICgJ|I9m8p
zhc0#r2zic6a5lj?#~I=5xq1XB*tS%hX)|_#I%>v?A71>sIFFUJWiKriONIYqeeVT3
zKT9a7+(15FmYv;ULI+INgN>UaW^1cy&4fNI@_uo!FqoZM4a(hezt}+R(}l#vdd0Tb
zxknayQUdfQVz(}&-g6Itdb64EAd~<ktHmZg2<rW68K^g{i(9>;9}>HYWnD<UZ0kc}
z2jNkTSE!{0*KiqYvrKG@$xzWM=UQyfGSJCN&ibU?A0PU0>SNh~<>CkIsZ!81asOt8
zn92IDRJo63txCm(?DQ%%{zj=dkgZ(pj*na=y4b8WYJALUaXK6Lh&$d<CSGT!oND}=
zYsCB6@^W{4Q>VB~7|-@R&Rq~k(WYFSCXB&A?t@0+BSPlo(T(m2EV2Zq6-nddf<9g=
zt`^I>vL^RKeO|Z@WM)JHt<cJrY!s~)K~<E%pnJHIb3m2sW+2A@9up_AeUE~V$ax$P
zy1KfJQMiC<$xE^gPeL(~Nq)1QC%e`U9MR_wh|L89o3mM;j7qciCQ9Zm&9^py-;HKh
zH;5zHo-Mqd5JH<6-OXKi#OSAuVzkf#$#PvZWqY0iUAVfs$z9t7vQ8p$!VF9~8r}|V
z7MqKcDpKpeMQj7=Mrv$#IH<1@vEfgEms-P#J%$N~Tc&ZXtzi*Qik-zZo-_vvtK8ro
z*3lcw_HP9{J&dtB#U(x^Hic#n5m2l87G)7!42mS49ehTx2`lK?xn+z^c!-xEl&^`s
z`m|VQEPj5FDA0O!qC|_;aKn}AL<22T!wuJ{ArKd+;fAZzaKokPM1NYBPBhb^bfT43
zq!W#f4_WhP#9={5dTP1jHE7K3j^k|6Gh)knxMn>SR-`LA4)*#pVl!GmFLN+|`i6jD
zlsO*rcw6uBw$bBlv&Y*L9&gAHzDpp8W#qElZ|J+|EeOz+ffrL=<=M}QlY|y^yMt@{
z0-_xC;K^CuYAG$MWB(+{(FlT)91-2wkK4o!k&*P)gsy26-xQvgJDR~2RMCR<d`@g_
zQ518G<vk~U3Qlh5^Wp;2U`SFrfL;7vs?P>(hc-I+1+h0oCcgmv+`;UX7sLf{i{CEJ
zh1)iMYrI2T0&iP(h(&M<+bQP4?f#uG1RTt+?G*2Zn`4)_z>41>fYzfO{n_PRVqXZ3
z+YR+~Fx#+Oe2jA*!Y+R9AIg&Vh>IZn=pJz?+>%}t?+YSe?Z&|8EJMbO7|z~&2^w~@
zOKi*Ybz)z<f{n=wFuQin1%4sl1x7lUJ>?ST!!6<^7^Dt{WnwW)<r8_*Kb&=XnZ()s
zviLMak9&pKoqa`|2X84d^!x|2y|Ospik7G#@A)bbp7W~M-%6NT<QC-3W41TMuC?%~
zJaa`-5tJ~GWAO*U??>(v16bT^VpE=@Wnrd0pV{Al4$G3)#AX~(D|Y!H^cyJYN3TIM
zI+*?Qnm7V(L-&dk;P&KR7+DNv=GW<MI={X4I*jrLGs_!d5+@VIR(~nhS$7n=?L_JU
z;KE~Cu&ZB+VeS~f1FN5~@@r8Mv%lVe;UVZ@pEwq7+xNk64QTHdNBEO8QM0nMa`M^I
z_W=0n6JoeCZ;!>D`T70gcrIV_{Nn6vX4?<W=*ntIM?d8N3AE{eI95qXy4&-bSZ8gH
zR0o)~Jt!vds1~Y{>axH$VeUUbko+LQ#)D!a+<rJHc2`Ig&d$m~W?gOY;GzAttgk3F
zXD49=nyvpv3}Lj+Nz0VGM9B(dPQ5A4;o6C1BPA({r~T|}HEr2jVmKsw_AMBw4rYOG
z!&q)G%X=G!orBr2x5bfgYy6HlmXm170>2UKfr5is*~g&UUXMsHB?)W3szBLUY0SP~
zY{p_wi*;yOmjxYyp~qlW=MXse!EE*+BDwF7N-~NqwMdOQD%3cm72MQ!MKh$H^{!}F
zIbZu$&pF^dF$fYgcu$<j6SQJY-h-ZJ@KGR<^g0Z|KCqJf$KE4}Vh@YSkiO)wI1z52
z!cEQgW`NWL*+<eEth=xueqWr(#cEZUk(0%)UJ~nq<Sp1HTyTvDk`Q3eBjR{Ys5NW+
zgV=~vv->b$fc4i}kl@M@;@kTJx~=B7^B=&>%V3spRGiE+w`F#lz8KX-Rla)a#&qo{
z!B0G<!f(rV{46#mu2}q#4^~IJNCAPW!K1Hh#YWavWrRgkNO4?5)0li*1>b`84TWz^
z$c)Y(SL<tAwkK4NiXA*GT3G%%$={90enK40WoXH4SM(+H=Ls=LRn43$dey+9DyqhQ
zQq3C0x?hFy-;xuc-J=gmx*F$qit1_VDN^6AQ!uG8m<4~RW^B$z){`1?+$nE@)_2sC
z0wBen55<w3cMBF@UzH4OQt?D>*c0`oW<1}Q`@m8+))xF(NCPU<U8l(@_<y8oCz{zB
zN|8Ku(mTLq)uWQ1TLrIuL>PlVR#CNNa~i?-MOWVjn}XF)Gu!boS@X*uQ?Unr0)52(
zEc+Ak6nj4*hg9c`I4O`^P@AlosTtXY8O;7X06YH)Gy?n1h`}J$u``en9LQO5I^0&C
z6=%Th>RFiI8q6ksDo)@Mw_!cb!PxoXPhk>dcW1%m2I~JA<#&8W8ISQ>+&OCX*f}El
z=Q(kT6}uryQ!wpwQvA-(vDU8pf|Abqf;gW1f`G?-Nw*bWQvRRdjl<}`ZoB~l+OnTu
zhNSHm&^S2Xf#sLWqhRSPX`g5gAXyVq=i0Ng(%GqZL93MX;(4(bh!c5%%3u+{oxLDV
z^`i`})4>yt{924ycM-aPvo1mpb1*BrD5i0yo!DdpSUOM&XK`PN9e8L0+x`}~BnsVY
zkwS2FlrMs^lV4HEoc&6i&FgwhVMcZavsvJ4H%cG*o!BT8!{CEceVvMB$BZBkrP=?j
z*of9g*L_3OEZ>lsW_}}1<pA2ThKInuDe?Kskht!*Vla=2Vflxkpfp|#*F)KoZ;8;d
zZ^bl_@8@rc-th0l46cRvtlV67@vurV<Yyp>%b)I|u78Q#`4YHsKJl#VeMm)oC_OBA
z`m-<ICq7Bviy2(}ID2jpxw>}jr|-pfz`Xts;w(<0Eo&4k)#W5&uK}^xMSAPH@B_6O
zy?&(Ih96bV?OBhbFpWi=yZ<D{0nO~6#MvsW^ERlSDy&$D?DI2BKSIarXEjY6x-YV%
zaF+Os*pBCnW7Cgw`=Ze1{`R}I0%8|_;aDzH-|P9y)C2@vAvI=SQ3YzpR)<3$keE}k
z>|85YSi7sFlg?MwrYDvKoq`??B|Cl<#y^AEzgLO=q-$ahydA!#CT)ZM2)=Sd`<wEs
z*vdji8&jOC3rCA$XMR<kV_S4kdab68l1v`%I|ki}&O|~p?#9oZHEGes$FkQyRxy$}
z;(Ft{-=JZ}!GuzoZNG^_0q*4Apsx-6+~26;*8W|bZpER7l4$Yo)J~uJT}<O9(TO@R
zr~ZcNoAa<#<pHe|cK$$vH=sVH{0o)*!vBfwdA82fx#|0l*pa3Dq1ME%*aHMx(9*y2
zhu9gg{PPDXGV4$3Nq_aHcs~Tr`itH!@Y}?{sn2~FZrlJ8s2j+(2vRubT@1W<R43{O
z>Y@NvOZM{{BDM|n{-uuhx_`xDcni2LE`-~%>tYV?0VePs;59#~Bb#QHTCy)E>Ki1-
z4Y9Z1+95{aF8r}Q_hOF<#Nk4Bq;BDw>*53k%Y6E7;eRCH{{O^Wt&*<oDGla$JG#}l
z_J$N>jn~R{?J;Qxuk#(y^R4+qjDi&YEJcvwdEPE=m117j;7t)bk;erIO|yq6E#~P4
zv1|7Q)M3B835^QqzdoD&5|md%0j%aKEHu*hff_V6T$1jC>?bAZ0l1AbNH|D2YmgSJ
zg{yeUj%=47=;-oP$;=KKsrfu?lu)s~Owt^<?KVkyaEmlcg&ap`ba-R}^?BYtOCawJ
zvt(A~S@|tsnl3`8@cMsHY`Bi+2DZo|6#~7h7HO$U4?Bje%uiDKA>CNydoT-4GM*0t
zaEVq4yBpK25{`L3v8p-2N}x-}IsI&cgnRv^K(6d=ii2&eBLk~=wK&Ue?90O*9B?hq
z4e^ZtX`Y%8oUR_q?f_`D6sNm0P@2cJ*;RGA3Ybk+0D~)fY~>O1MVo@)^OM1>ZZPR`
z8QeJiPHawyl)wl)tk#*>^bl2zUD*>qf_o%25<OhKW37&gfk5a&h=fKz#U?F=+h;au
zzKS>Hm<L{3aDzoU%yhgKr5;{em98s#U}$V_h<#}3jm3si=c`93!Q387>05_Ufo%#S
za|j71NmhhY;0?HO&Rx*QMsjUasnbH)`8twCl~lOqQC6`ISlLRctBTu`rC!6qF<Q-r
zx>9$*d$um|7+#Mm!rpqszioZOwxK>Lpl$<cA*bJ!g?yyS0_$H^cWDMRl!{f1`#<u)
z2n%6;>}o^FY*som=%~AJuQ8>Ogk84mM#T2ZMr3>ABBbI@IG+PE6u8d-Zn((+ZhW?e
zwimz~ZY`KvUR+!%I{3DNsCA8{CM8ke=@*xm24>m|Q#0li+l#XDa+PfdkYPDZEiI>+
zrR6lEvz+FYmeaJ-a++0IPLoQ@X-;W5L0C=*mJ@*G#D6)lUtXNKD)Fx3%+rfupwAhz
zEsdpNCfqmU7|5<RmU^2%>~+^&(T-#6ax-Y3`ZNLE!;XYn0ZK3?9L`E3r4fO;kmT;{
z{l1VA_6^hy&B)EpDl95@=;BAQwoRmgdKzQd;wDmmeaHk1>A?PLB8BLKC$k1kr6Kx|
zX)Ld))K4E`XZxB;z4amK%+gHiRZj<D7PhFCnZ>zjs9|<-l2n`Z-X%5*)Z=s@&JOJ8
zF45)@p2PmvOp3N~a<nC74v=%4W^J2G9TmP5T*R`QOQZE6^VkQ?rBRBqD9wWI%r+JJ
zM~z+-Td7<qVli9XLK>=1x}-Y`Nr9wSTS)c8b=>bmVT@_n_QFE8W)Mh%TNgZNJ;<iF
zlm_U5EN8o0N-6q~QWg*;_0Wf`W@DnHk@}EF*q$h9k{;7qH++BACt7N(PyQ&I9jz5B
z3AG-Xv|?Liu~r>L)fB!-C&I-v5TS7^simIO6KrHFsj;GS+Whl0*ZI;`QlyfQg1509
zt)v(QB8B|YovrCEMYG`6l2M=XDvN9_#p*-;$5P^<VAJxlbL}~>mr6l+ob_xEUA_^q
zQg~oiZkA@u$JvP(2>+l1bWh4)*F%t+9;?OP?ks*h?9Pa4BSq=a>{G(?+DJ|G;RoH}
z;cVZ127i6z+e&0yTPeJDW`;dogNCf$b;mZ;=XzfW&uJ?~=);e?)6?9UNgsJaiM-k$
zMp3wbBD63+TPHIz{7^{~6C*|H^M2f&l?;Tz8O~5Sr|$H(s0v~Ev0Q<5YGuOYq8f~}
z&Ox4@QWVX?sp0GfCMUgKg=sI<l&Lf?vXpjGJAJ8rgCVT~vhp)D!t7Wa5GZR81p_-W
z{M<N#;~_jWR%)O)w&UxRlJ!vBzaZZzMGl5DZMGTnHQEUJzwT`0G-$!qZ5Kg$JR<8m
zNNUQb>0s(D*uyN0J(z76kk+<hc*I(IU=63(aJ^#vdvHKd9<@ER5yYP83Z{*FGCT;`
zda#l4QoJ5kC{K#>c^*mY^k7X|0}b4u5#%9deRfYzh=^$~`Kjt+@tr_{TjC{{Ha%^2
z>vawWgT5oRgu5xEr&K36r?|*oq$`^%L?RB#2Ic|H?90c3-Q;6CE965f<U*~tWrC*I
z;V|{*p@~@bS_i3v#{L2kLME_fCPWKvoB;HbI!cYSkm(q5r7I+a%^U%Gg>@%(G*5>c
zIy|`bLT=GGo#?O60w1m-!rk#;|0&;j0vv!@THzKCt3JzMP6@Vncu*R~DaAbo8fw&8
z^4IV->dGYuXSmP9T>`0EIBxXtDB;mm!cor6S4<v4j3d^#>7#a9UU9D5uc5Lhvc5e)
zLfrP@L2L>)MUUxAi(a5qRc&T8DL3$w-Bd->E)UrJVe}xJp%JF}%|K1!r0$S$VHc^1
zp37{O)kTW6!Hj_FG!S$ymlSt}n6>;u56FKx1>Bi7x#^*XB5vleQN(SBi!l$Hd9Xcq
zerm2=<HGi14A@IkjsA5EDeEbPhou+f<?9n8q$Qj>&Ut!>dmq)%DBMkA)mQZg6%k-d
ziDzjoXCd9C1dVHaFNG^^C2<4K!(eQwYUO6QyItftAK?xFKPB@(vQ}{bu)V~jSMj50
z0iE<A>oKG?OUm}N)lJ-lVULN22|vO5^aO*)EhZlNehS0e>*+p=I`VK<&vUFewd#>~
z2WJIaPCVMj-HI|{%ZW$ja<QUbQd_0hKpTbS9#AHy*`8if8wCLc?`7Zjk~#?=vLXGT
zdw=~Elb=5JAe-G=>YxvKn+5li+OgD9$xp>cblzo`drMuFo+gF74-9oZP5UtD+-xe9
z8hB(o$`<y~x{j3X1be+g$cOBoK2m}n#K){xU#Y7;<Sep}VY~Zko{Wf{V~6`n-Sr8-
zMEqS8yQ4H0d$8=$&}l!uQVR3H_6=LxPl^rY{Y~0p{XOXr1_mq=Y6$Ji(Hag)@DsE2
zm%1v{DdaL#ZtM+ZjDY?tY|jbMM_yARq07;Tw&|$mNm+k$$2QaF`a=n4$w=~upG6<}
zw>wj#+B37Vv(*YrB(E#6`v*v^6|GSCT`X=q%nJJrl%kb-c828*!Fo0jCj0X*hz1X2
zrk>c{QG5JE!H>m_lHzcSkJ_oC;DDa&%dXI_!?qCG=3~^z-!l}*2Mz@hV55)f2q;gj
zo@|#L^58xn54K@F*~lCo!Kb*@M&Jw^ISi=94c2U%2sL1RhDx!)$_%&SF3+$pF)eXU
zfqg$}ky8#}3OR7skLuYexH$>8?ibPEr>T?eNdz)m;`o$%P-sB`9>}0YqX%rwso|`*
z2bUQ3&k)Ugi9sBuR9)N|wr@C)UNsza1G~Jm#*|WaW_gK#kY>a+iIPUB>0wWh>WU~i
zbgPC*v30UDW)`J7^0IP0@b%`jaJJk7Uq6<gB*lfp!eHe*1BqZQoYnD+WP6eT#Li&=
zI`0Q}r-4u;qW)rOPThl15)a4CMDC(ok_>d9)oR36LAXcyF~po*{n0(-Ao}BbvcM?F
zaACL<p&3|G3eW+QXheIAJm^g2g5wS&20M(59+A^^k+9Q9Z5fDB8oM|`>Zz|eGf`Ka
z+4LmIpbv%*QIn)@`jBizR@hqP!7dL;#xmSk<kmsXD8SBbYorv+Za^k?<Zg`oZzKx#
zh`W^_e0LM}x&;~e+4i&yU5iYy3t8V}VAU%{Qk^^n-$TJ+=qxJcSc;Y!3+r&uhI^RK
z{UlB8Vi**9+WbQ-Vx-hdFZc@1755=|)aI4sL}G2a)|%jy@mkYxlxH1uBFD~p!s{rZ
zx?-SK2CR6GaoD&{;Gydc?C()hYsI6}Q5jo$VylQA{mo9;WnKlnPTYp1NlU4=vTLKk
zhnI|&nkoP&_!%C&zqb^?Qii~n`(>lSpm0Z$%9WBmhsoj<u5>KN4vlM*Hn`9R8;>-G
zlwdc@8zc2pO!*|cJ{3)QB)FQZ|0gz3wMZ%dBxjiriYpRYNl?r`J=xM!DWTG!{v?Y{
zRmnvPu$Tk;l#Hr%on%i;gvdsA7~`G%)9rhR;#<6x7&=aCjVbsL5B_5;<bmx=s{f(5
z!@4*e+bim$xDPO{uRi2BhID7Jl}W3Tl=2j(a(=uv{-xlLD0wY?D@WmHc=Cl4w5|&U
zf5wAPOpxOAOuu0M6SYY>N_YWn7`E;HA=b6I2kjK~H8nvAxNxF&Jx{XfQ#6&`sGzbR
zI4ROIu9~QZLBxL6MdD5=cOj%=fv2KEVWX5)vx7Zk2ZO;5a2J#Zts5F<uoO`;ctjf5
zV>6+5cV)5^r1TYtzquFN(-Pc>$3lrm3TrQRPYXz~Ns?N7m|b8m_WBfUl8&f_^uqbP
z!Ftu!Cce&?BY_^7!+YT*LISR=sLd=<sK=J10!-XP<&nN2rB^35DQROiCmoW)9KPmF
zDZD95$$@a#L*=KJw1vVE*JC_16OAm@NmQcH1}Su{Fm^x5PNhMK#7vhuYlYDy9YS{H
zNG-!WN9;tUV=rb$)vgYJMOav*(HdBaO<?|ZslOgzH&R{#7LgSXVK8ZIMrHt;gLZ9Z
zj|lWp$X{71weV0?e>dM29)b=+mR%TZz|v;xh|*AZhWacrP3t~W<Z#T?m9;%0YJQZ$
zlQ}V1#!&|&6g)~#3pQv4XhNKr#f50eV0V@}Kt0KtWGcZy1vB6vEVYF>$#T^QhD$#l
zf=uJQamgptWAIK8?7djPL@+JbuVrFMwhGpf&g%h0dRX}^J#JbS!cAQsdUaGvg4?^?
z6}G1XBza+`)KL?;3`4HZl;X9JFO-m&5clAnK+omIyeYH--1!_X?&@-L+CLlUUPuMk
zFfCK(gMzam7_G6wxE;I`#vGdt8DMLdHZysW?ZR*(guA=k46bY8u)#|kz!K1hc?HGw
zE6?@{J~qbc2n$zcef?j<`Z+v3LOHLWu=PvFacM3zy|E)DIFIEa$+LNTT&cJ?cK0xY
zjhrKF0yFFD(H1KIF7(ZlM*(hCB1U9;n)ox^oN!&tgZ^_|RM;QpY5LoFI4+NQq~C>t
z_0>apQGt$I#ypa~%vr*&F;AASa?<&^lC^{nI!WoTL+_;2l#@}EnU`L^yr_I>d9mYN
z2*bsz6L5E&#035$^3sd5GX}z0bMwoc5XINBV5uN;Mdk|1=CJmL)Pwrtx)!ZH;Np!t
zc7!|jcnS8RaGk*&y{(UynTE|cpWu$Y<c_6I9FCOTv7hzT@@l;<ckB=DSP~d|M-AMW
z`C476Q~;AYv|h)Yc~WyBioKdAH4;+UCwWqgFr69lr4AwKAe-YG#GZjqGuhyLsikcO
zJV!fpaqOOasZI}F04C0b%R}W4md|*oywp^fVJ}F_EO!(^VCD)(WeTVArSR4jC=}}`
z_~*}$$;nISr~5e;GTR&}HZB$U;3ad#gXNBFe9KYakdwj=;uhlDLY6;AN>o-xl_IBw
z%ThybeoPu^gT5-S4+T}_=j8ZNd1Hu7a(Mfs91_8z><nc!l(-a^nzC~2vskwRDM5Ht
zE+~*Xi_)CTLivRvX@eks+@I|_YZ_z(wD7pQzIlKFAKB+~r9q~T0e@+Cc5$xMo=uu3
z1@eGF7|?-jnJ3lZ0sVN2EAyl_rk(pQU#a`I9C^1CRmbc%0OYq0kdszRBdwy}0QSUV
z(g?WAS09rOix{wXgESED!bWLS046Ur%*e~jE-z$zUWHGNu5O0erYjquW4>;q6pRU<
z-6##g`?ZbIV7zzRBn`!T<IPehws(^huDzHyYcGiyn7vsV5%%antYpX{a#3VbUM}>t
zA?o;MDMfgMHQpjM#FRa^NHasrF{QPzs6d}k-XaZ;SdKBFqhWbFBR4H$G9;O*Pt)WH
zX_o0>OamYIwezcs6t_JgW#B#dNofq;GoF-ELN^eHtlT1f?)RURk}yTRt<o^OgM6J>
z(pJgezc4ee0P79{-n~^Chq0EYB=Bql*s!Oh(Rg3-G>mWl*$GSCpt(?X;VG$B?WM@Z
zj|&3KD8KP($zJ~<j0oY!QnnjlFR~9RfK@|^2RajP7XQDeIlm##NWDssj$;{KP&1Ad
zctQCcrFdD1msN1d-0E13&t-U7gO^9};=~Io+p!ie>+r(xf<@(c3@?x4Wj$U{WsZ$_
z*@TzPcxk@{uTS9RNxW>u%TsuH8ZXb_<ypLJ!^?AUDQ0;tF-A^*R+=TC){bqHdg49c
zIqCi&y%CmnW^-KdnZ0UCpFJn_!i4poms0Sa{k$~5GeaxN;GYXiu=v>nmenuMOI_<0
zbpu^XeRE+ME^rV&swJ^zyOhu?lbnDq4Ju8k3A*%fh@*X0VR<F1L>h7F6=~@B^g@;u
zZMpt-sZWBNXQ^Q}_T5S)uoMrFRb~d3u&;O!yRcn~fUREtZI>d2UMzBl)E@N`^9qc+
z%67q2<ik5)Qc#BkB0q;s@jUX=9a3<$kq6~UkwbP${VJqyrw|Kflg{~v`H{v!)=<{>
zBy3>$d#5z3LWbO3(g<M=dt(<YDSP6&v`gyPu{LPR5sH`ouw%y&hEL&mse_lgc&Ue%
z`gmyom*Uc%Y|U<%vz~U&-^Nz%mad{&O7=+i8;}-@JZ@>n#%+`0LWxePRbSuhvL{}V
z!u`0*LtA<DMX4_;@Z5`1Dc-YO+zY(ylAxzDfc@o?`s2OVOWa}?!@YXjf@0|2!$;e4
zR9VbOq1&xm7Md=()?ya&qF5KU@W9~d>dTU)liS)H!$3Jc+8Tfu*-2McqbVy@AbmX<
zhru33P6i1b(TVO1pu5jskp@;Mda$Blm4mvoDr^v}cTk0-v9C(Qt2U`;UzJ8GF*cn5
z+{M6d87Tq}-0Y0~Au_y&0Vp@TQhXxATZvC(c&qS<3~x0&6|*@lp@oDmQEV*fbALbi
z;A_$fa%aO|mxdUAh9oR`uhc?x{K^izF110k`T2EeC2Z|p@CJ0bmdlU60iT^=uzA1K
z)A~J9{{b$AOo)_X<c0gCcMa4eLkkX}rR`Y!VW~NO79lTsTMDUDg7a<AhoLqjV+cI^
z&4e9CF!zX!2n9&#d1>&SsG}3qrK#o7C}$2P)IMA)cjVH0A?#?%&YB6{F%RAym$2Vq
zuor-{gKW`BrBZ(S%<?4M(Us%~91K07QbQE;KPS}_^5quiqyy&hp902Wm4TxWsSs(u
ztin{H4w#7c57;LwhIpdvm<LY^;f45^*}14Z!;ue<6HF4QFt&}kue|7M={>RJ9*lRC
zz!koKTMD=3j(hpb{cv-fs|G<}DnOV$52Ufr$W~GOq(cG1;D=l!pPg8P$|^G}@!-}5
zv{042HsnS-7E+bZfE2lZ(R0k~g)-lSnFp^J;uWNno}yfqd`XIIL@K?aCtWJstx6)7
zUXo-XwX!H4)MKlW#GI;rdPhvI>6th-g2ojQ<R^cS76~1^aEY&i3mf^9RJR#X|DT?E
zsTtZpIJUdcEyz#cf4#BjP!$W|vJ@UcEPmIs&<nsiU6vl`=mmeLDu@qpzBxH`A~)+l
zJgBQy?Q01qR7t&TYW)&|{+9>w?QY$}Q<b*rQNUfRA`TTi2rM+C0M<7OGYYcsYc=Ba
zkDga)nAxtxx(&AU9NTlnuO}OHRoddMQg*L~x4+689SdiCUC&ta3tlu>g1&&Nf6r<-
zS+PRmw+tCDF-8*p=fOy4$v$bbw+EjRx2Fq9otbSfD$2-BRjrq^6TmO24lhY>cRsP}
z>%q>=&BkSNUdjmMHX_xCO@9wI?Ig{8<H`9m`M89Xw;9-!8fSo2VB0|6Qoi!5)WMef
zVVz3tj5^(-v@)rw`1NCIs!|R{9b#x>46wkgG%}?^>vB>VwG5?V>((%tKrWoS1ZW`S
zGK1l&RPqBTF>$ZsN4))8h0|6lLa9HW_(?6AkIOs1K=M+*tlUg6e6)+@ZcmO;8eCWa
zEYRSZb#Rj$S0P<el2vu$FiPJu)!e<L+<}Njhyp<xF-#y#)Ph&pa{Z0$i041>R3#4o
zRDzLNl#{J$&c6yMgv1C$O2@J6amH~flo1M)xg1K>4XAe*jx!=4B@+nLafki@*93MA
zN`>6=q*5_Ht{mF%6162Ig}~96SVkirs~L(?Gi|*oRGabO>Yz9RONK%Ll}hn(gvJBR
z1_jKa8iMgF%1c%LRf22Arh{WZ)v(R}hC0wklKl;T31qAzK2VtdSVQIp+()F;q}n>Z
zo+aWBosi<3T<R3E*dRktKm_U~vm^Dg<e@=^ABA)(p(_fm`eOCf$Wfi0l=^|^qkrds
zlHvV6(2c%bQMN(BTBvFmrAFu`6=#$u@ha0$<QCFUEVbHmbMxSvPx!JPVymqfhJ5;D
zmuxbuIt@6=!0gD4IDUmE@G5oH_uugScO@EJ3QM&a=J7&mrhsXGJIdhonRl!aVro%_
zYOi&?!fY9>;;arP04^QRF0=^<XRdQF<G;#gfG?)&8?0)L@1%eqbUWZnE&1>fVn#s`
zj0H#p10CnU?Yo{1zPsY9O>_w_$Rve5oTlc{ry2@|XZP&4S7%NROsld73s%g$!A;pa
zc+rhg*pI#=?2XC?0c2#2eBnP%;XnS4@RwjqpCWzZn{)qRND27YNecJLcZ9n|8N#T2
z!zMR{pp^eK1wv{KAh=s$10HOlXrP&neFZmHkWp03j)ob6!P$NuX4t4W+YANEeHE~H
zj2^4CLN|&4KBR-s&{OeCezJxZ)uIt0%{cTqd>{)wbn>vv6)@{+0EQ*iH8ct%{!tb9
zvn6#65h*xwRvA93Fx*xXhL`Ia!g&v~RRxBM=Y)3Ol2?$PQGlwcEcNpWh!1N3LKxz-
zzZ)J;Vz;Rdg`<dCd_MI>GZnck<z>HmeyEZOt)ctEn)C^Xl0)kojN&jVkuwUmdXlHB
zx+U{q!Y@MY_S`07ZUx+ym;Ayc?8+W&XxOA6ija6KIO(<!#d5dF%H9^jggmytv7vhx
z#UR?Fa=0B%QFy?;1BF)E!m{{CL+v)C^4Myn(i+z!M-j`5G-QTUY*gh-k%lFH+%?-3
z#*GX$P&c%Gu&zjlEpVO3SBq|uW)SSV)`nPa2rn4G5c)=1<K^TwhD8RBEZV@;UR*<D
zmIC-Mu{7GPLYnJvb8O%u*swT58*o~4;|!q+n1u?M6Ey^5D#+k-fdr*fbx=wJ^0L!m
zG&wIdo%wY#*qXkosVxIK^5AHxl$AMU-f!&D$*^AJ*7UK0wz08hg=#E>gMrk3QbGl=
ztZx@Xgw3;pW6jC$V(7&Ofg@TNc@fU9Ar7-${RElR*0ll>&FMMrM>XM;D2wS)CAcX)
z3~Lq3FHyh+m};gZ6MUpslmY8QgsppZ*h-DCHVPjwz@QpF3pX^1^weCmqf#y1G05<R
zk=KP<Ca%b}HN<L3&nkpJ>w`m4INF}op>?SBv>C1k(?HTPJ0l}M)eZw3{e<uvFfGB(
z53okDm~aE^x4L2QXZwFM1hRvlL1%cl!%&;G8)yxZUmam+uUN%;MVOCkD2zE({W^^_
z-@7_lO0DTxv?bVHg8E1ENaB{F)t}1R*EQMa6ujS<Yi1}xschVJA-D&j?OPpM_uwc=
zD+IL+9IvttqYTYT$jp5Mf62@(C&p4U@FtzEOJG5!TKKhxK^1gktLUjf^{Q#PrK;%M
znh^~#DvJBM3N<CEl`o|?;c#uR%*HR88_JK3Htej;D^je5tHbP9Gj&)~3yX7d>;+lc
zw8y}kYb2=z%&t-$*I8MRA4m314Uzd(1U8rhgOLbd-MQ*^m;e9E$}O>3>4wT5WE$oK
zPNlxyyQ<9A+bIpDXNA*-ip&d?whAXUqFMe@_)zj>U$bFG<^I;YR<3Qh-=x0<nt~a5
zS~<dD2H#~u)puxx(q=L93^Pg;J|x>Qg@euic4Tu8bBubni51woi!vRm%qYdT&BW@%
z-CSnH+UTelkX<n#7XxrI3aV;8n|`;UiHBUF{#<h#YbX~i`sc#<M5ogc)d@GnfzsU}
ziMY5?sq@jfV1H%Gd_$Si%iFBT_GwLJ%Y(md^^h&OI@uJ_#*(^gT3VH4J9v*_zJb@Z
z&lTCi0&d41b#;vvwB5zVClPT2glZ<bVNIO?ZY*&3QqBBy`?#ovjr5|i$_g8T7JG~K
zT~T9Dp(fnN?DGv>SloB!TJop&8+s|mQBRR&)NLuyU7@W7S+g?LEo&s|XfL8psx0dr
z5_KsT^}<i)U^!uhp|>LH7)8{TH5AnkPvF#7@v&YcEt-ge-RWw8g}Ry~UAM*>!Zuwq
z2cfjV2Da)KV~jdQTc!wowx&YsHV{(rj=#CklkbeDuF8^~s?bdpd9QpQsL6XykvBT<
zb{vAvp3@5Q3Jdk6Jn^Oiw^kgvM>|s$`nM%^ZMmU43%YI&m4`fTxLX-Nv<c)+rMQN`
zjcI&m1{Koen_@=D*jDu3WT+$Zp5#IW#nzglQ1*uqimAS!u%JCRz`3*de~oqJ-?zZr
z8OQXrg6U9AF)6!G2vcgcm~<U^Gw-SAvL#y$9r&b9T>~IoV+aakX-5q3x2iZY+#Vj(
zhL!zg2xD=^pr)+zbB3An>rWXPC?)%Wg1>7}%}mnIo}LaLGtluDB!k_X3~lJ+Jo2-+
z!UBtwQMt<KBP<c$)hSH0f+gDw0~EyFgSai`*ATIPe%9Q)qSSd=FlVcb&C{yGTx!KB
zB-Ves!660?X1lf<qPWJ-gn-6{7pxKT_3eh&Lxxg6v`|5q7JU0UWx{?#Z9c=DQ2`Ze
zwcn5ke=<_M-_R7M%pToum}KI{m=(-bbF>DGp(x<<MVy36<tHRjY0j#E0Sk;f(LfqW
zvN?wgJ*$|RI&jD^TADyw`A`8jDCBmu;_eL@+_2c1@lsR?f3G~?7!ty@0e3GwAw}LI
zdzQM!mgPlW)i$B&>^#xKS|MZ#1(>4>pgN>iIiN<99(2SoLQ%~y1?m2ps>Uq=swSq2
z?%_d&72LfjC4d`2p&h=7R3{{7`>qz$3S-9&$yHdzAIA-y%#+9}-cs-^vDM5fOnRKm
zJ`D~V-SLURQiTTYwQ;k6yB7`kaSi0)K?hU|a&Aq0oOkSa#?U>+CxgHy=DG!xcD1jm
z6@v+saC!el0~6VWewH{k^{8PU`{x@&D>nTLYbvu|G6c)J&l!GFx{u2gq59Rj9W}ap
z7OKd&r;tR>^CohJ+l^PM2#-~)85=M_8R+_~6v3~eQr@v}e>b2OFUlJ=l-dX<55Pwj
zT;e&^N~{ivvGxi-8AdCst3qv#qCxGN={^9yCC?}*g!8lAU<z*vMw{UI>}P{rLDNV<
z)4hgh%!L_6=~*+?&k~Do3WPdqBB<q!%ZAAcke&*VDK!LQQjd-zdz`1kQSsZ0(s@G*
zBa1RK*t)BRLT(}H3W&lQg0Sij!5|>>bwI%9>!$c<FrH-O-Pe`Z4E>a@;(P^5c@43c
zweztE$iixYXr09nT2KJ9MISQ^yRjFp1oe_P{ALJJu&q<D?XM{|?c5K-wzxWMrD4h!
zS?R3RABHgDe%AXBL$kI&Q)j{y1!r&;Ro8H$40jtrhRu^qUF3KFF!VF>4#qo*3`0V1
zrylA$82ktb6o7Xy_<Q9J#;{Oc@!{^JC9xD{<l76}3!){}>BSL+8law4sR8^!9xR@i
zsgDfZ&cGXn1QV6v0J)cFoG-FjIhKLUA{Za$);>Z3wDGny;BE!bAL2<YREA5d#Y*<Y
zdx24R4Oek1J0qm1RHXz>7^Q4zkh_XTS?S1cR?wcPA=*GyxvB7vJL)$&_f?A;G+bBf
zyu$asIPmC>P|>YFWHM$d{_B(i?~fY7Gvim+?(bzDs1}&E=E8C<#;$yP(F-f<oaVuO
zp1o>OhnzwfH@md3+p%+ZDI56Fc2vj@Rf|e<BH%;Xk|joAd6t@@(qXTrQpB&L)hb_8
zV*N}<*cazpB0ZNVP3+$}rcicuz5)J_=qZEYl>nolIG{{LC}$0YG8MxdH=fu>VlA&$
zEVmGTTna4x<w3>-r9<_og6Gc~;xQ`6z7m{=tA#^lug-YXHue=#sds!`LD4+?c8c2V
z()?$^SR_AHhlMq<K^GbRyE{Pr5Y?fZL~a?*O$_c{Jez-N>a2_+@D@4R7vd|cld@Er
zouU6WYQi+rU3ZOUUkwk2j|Uq2x0KI^8Ewi?wylETq1%$&ZRCItIx-&kR#%75F&Zt~
z#yuKu#kp5l($M&pF_%hYxq|D58shRxr8zv<-lLf6nhL1c?xx22>hOhFUsYHOb#BKP
z+$yoqo(VT+X9dnsft9g+Mv3CpdDlVxpiZj8t;4^@K$NW_iVD_N0>TbAGq(0nLXg6{
zR}Fc?wl4nPAly-~O02b3xUeKYgYSy-)IuKx$*>wCF?j%atTK=`N@?7q6bAG*wWdPf
zvAbaar)!V%?<A+RFn*x;vEd5J2Wp5C>@^Q30<><y`pQ5(ahBk^!e1UEKu-leq(EC)
zLul}Mt_QM>92uM;Qfc*Fr$SF;Rq0fo*v4owb)verTEPmtdpy48uI>{_RvvGh0()Gq
z#T#=P;q)f$M0Na(JBn~ms=7xAP8C_$-WVA*8^a3VlDWhYiiw`V!gf3hSI0KI5RD?1
zGR_z(f70Igp;`EcJ=e_`BNVgEt<BBS-KZQ(kQUz(3TJS<0J-^b9+}1@2l08p8=nV}
z0%4_Xs-3{FV3X4>d0KblNU3BGP+aDCk*@U3q{D>>X}8o%6pH&=OKZWNwziRTGYV$p
z6=w7tWQRZMD%UB`@vt|TE31at#I2828cy2Cs^Vm}1IBK?!sMG?^}rtS2CTelU~XJ%
zAwg}fK-%wmTfj_w|D1=;9`y$8ac|Jp4+&GtmiEi4(B!`7OeX~&l}6k5^eWrp4cC+2
zaBW2jKikmsX^X9f>xnN+&)zn!XT9Ni&Ks`h-MDCTu7+#LKx4A#qrTibdG$)$<qg~(
zZ{S`GCv>PZ+SaRrV{d$AD)$jvrLug*8?0Bo!Fr8QQCZS{U=7x-)JxiHuUFR_-f->r
zhU)-Qs6~E_wi4eKE^Sk`9@|^qu)X6A+aX~HJDF|_6?Vy64qL)~wfItPW3nF35pQsg
zdV_P!ZCSJ-`L<M5sR&Pc!}XyzT&Ix&FGAYCd^@-*S^Ov7V4d{_>r<q_y_bN!k2?bE
zb8oP|^aks^8<tcF)*#>7@k-kI$^+I+wmsR{s2BAszVU|VTf&3xYO@<oH1vVYDaMGN
zMB`^~G%jm2jBXmxH+f@%xu2n#Tc+iF$7F@R$#O?AYckc`Fjv=K`V%Sg{*rrVC-j{B
zM^x%L{p$_gbq$?akB*HTYb@3|<f_3fqs`vR4sfc^?j6$(0j5}dL@7biD*BPSj*|h2
zkt6i?fO&A5x$HJz^4-)9i|-JvRYSxsR3qNkrH$4EG0+2Ig*N1-nzZ6x`nHj|Jz+1l
z-am%;4zyNPK%411<+YI*0S&%wp#E;4o=EHZj<kLiNSgyRcek{GhSa7<Dkn}fwimrt
z9k5QeWwJ3`ch-fYiSO{5RRPZfU2_dxZ9O`$hzV_BI?;+7y(6RTv*p$4<`%xeT|CVg
z-CS4G+g1a2CVPLHu?crT?Y!ZP({RS)Q+2MsI>Y3%Y&5G@wU6oO4L~OiKv)Gum9o=<
z^)a7Ha<yn}sxQeNNYpnc*vlKh-WtF<6#*``;#Tm;nRx|~g;^|4vKIP`R`0S0`Hpso
zH?+evwDt68D-I&7D^D8h@<TiHE@p)92$QQvsQAJZ4Pt{k2ywLU5XX9jI8KAu=ng`h
z=sU#8ULj7=AU3{(5L11JX!i<nh6b_89fX+SJH%ODA!ce2o9Q9SYi1gM5PYi4Wmap1
zzB1?f4lloYc)ZszM?=>_kM5Q#Gc49(uK{<s>)MXFzN5UmYLo%)mU#Y9HvJ?H_6V3y
zTAS`L*3)b49^dgSsTz+P&QhdBU6@vtwB{4IK7rOSeQWZd@8Fhs1GiiQ*G3Nx`vo(w
zU(h!_J<=XIt3Zw@GEercU$9}Wxs@L78sFhMy}>Ql;Ko#hdlcc~ce1cfohskRH6HQ}
zZrcUsD1Fgys0MCA<pIkkZ*VtjaJS&o9q-LN;SIo(8i3e}`jR^q8jV(;3~<U~V}ZUz
zcOzBbx-&0&L+H{F##cmm7kr0e9ZlQtBkl5tdyId1AA({(de_6|9usxWWxwxm4|;?9
z=1{ihGEF1}x3s4FhUY?=xxF6GQQz?#_lD=hP&Vf`!n0(J`4`_TzO3BbRd4a1`Htsv
zZ+N~yTIB2!^u;M(D>W{Zd@{DxWyU6YWBb;3beFuL`(8uWRgVt6-DN*8wq!hF1io^U
zW7ilj`S}F5WUINo9`3Kc!~M-0+}}00-7CV4hsAwsVet%Devd4a<DN3NHu(g1@$=?R
z`mz^cql%AJ*#JqanD}rvbVj5_W#3Z|SB`waT+g?fGG&*!oxY|7`i?Hx8@iBT?5f3d
zOTB{NZN@mgvg-N{r@l8h4UiTotFK;JzIRzt_LwK=!L{-oTpMrT+G^nX>%qw<pEGt1
z^~uimPxqgvN7vhTbbY;{>!+a`s7L3!>T(Zwx|qSfgB$7%+%OFs?Ne8qd~`8y1wx(e
zUyuP`Di%h{K?jYm2l}GRbu;`k^{Sj)4caO?C{w+mou;8p#U~XlsdA>b>E30^M@=`G
zZkg^4fPEN?Pq?*Od2)`mgI*s6h}^f{NRc-<#Yl^4W#a9b*6{-CWIebCd<XZCH*m`|
za3l2K<cpu0&-vzGZI_LM_5O98@8}-&hVHRptSkvjQcgN!Jmotcy|$jM22T~H{hT*E
z&m%1=$`|m-!?b;vh4(s>xZN9o9U6d<`r<-QAn*Rd_>u1_()TZ3N2<PA`#x_7_iG4g
z$F`~>M0nHyzG@i!3u$3wTArNqwegVeaP=j6)OWbYy}>=9!KH22DqK0`n)w^w(dm`>
zh41Ljdqa0YLpQ!+aewKd%tn8h&-e~kUtKTz4)>}zxYvfUrIV<-9{tyB^bOC>KaJ7)
z!u`v4JpXvZ^Dok(>N;7kKDp0&>p=aNAUB;UhHW)Cx#T&wB*0g4KGqlsl2+Bljf5(}
zr@#zIj9^anfSGHsjIJ3>Ki^^cdxaUG!KB^JT2+~Dwrn;ucX)5vi`mW`|9<+qQqOmM
z4XVMXX|bUO&#u=ZI-aetfQ{2Q=y!_cO$O7`z6~3<hgjnEa9jEgH`*KARvO&2ig0__
z0B#EIb&gE8%TsKYPBvfqbj<#SHBVoadixHyuQ#~;G`Jahxbm82mU?EN&|S;-pQv{{
zBYj6V+8eqti7b8rIi9|UtVet++@-OWUV3fKs0L3J{e*OHcruU{)##b{q*fK`0^f;#
z!Ypq9GBp6SFIokFl|gnMvC6lnq9UYPML(em70vaAaGr+nZhTS^-Z2%;_Xc2r24J?{
zqDe(9I$MtTX4Pwo{m1LAs1&LCrlM8e5U$n`mf@3!itfZfYK=Dlk0i2#E2vtP_O@*I
zY3^#>7)!domTyJmRp_INPj#O52IrYXw&h`h6En=R`?lb`>^mIU8=O}Y*^*L%Q*zn5
zK>z*Ut@kJP`Ht&AHMrdUiGxUtybo<gR_#XqX`E$Q&0rq#9p-ypVIJ0C(pF^+=7C?W
z_tp&NG2daH@Cx&!26LX?Pp}KWS$F#2%d7d?;3MB5eo_rY@KhG%%d13YTT7O>c#7pd
zpSz68H%$EB4D>6fpZgB(%PPPHgZa5<aL*^QYstpiB7E_e@|SgmZ_5cOGb|DMp4Yd&
zBf3-tA`d{{BQ2^Pi}eMHj=v7hfDg)o&z5qs3gusBSVDZ80gueGOw+dl|5pv%DjLc^
zy}`w8FC6aQ_@q{oJJwMC;|;*S8UWe^tpcEi@@a?VEh*ZEu0MQbSvrt4NeHRUk}dun
z^~&-CN<KCb{*bh)u@q9E{WbykL}j~FU$*i!i+>9r$0#ccEgkiy7v?*>I^N*b)!^Ny
zhX<h()(T*HwA~Zd#^pXmmQ}uen{ln!(nPP##=gUC;tg(74ekSaxbl*@mQvs9aqN6c
zcfB%Wd`B1S4PBguj`l+9?Q##U+b6-UVi@pc%bRQaKkpmd{36ppJ>0Io!|m=3ZVwGE
z?Qzz_O*a7Cv9t{u7Nz6r_)qn1?qqiZ|K@tQ{d|Wzz#H6w8r+BVWe=efCTXS$1}ks8
z*8=CN_~-(v{!(XHHMpyAm&2>Zt@~1Xga$kbpHw~HF@Kp{H3D~om!binebp)e2%R8H
zi%rW-zA6h&hQygC+=8udoyQ@4-@4Qjs>B+oYn>+!XCarc>+o#M{U+ZUyOb5CI(m<j
z>N_5Lm3VY;W*{x{-)r<%=WF3nXDf)S4QhUBHk{<{p}SeWW6i3FHLBv~PKO4THe{;>
zeaFD&`VKbVE7&<2SlYDh0oJGao6GI|BlRP@yM0Hupdz}8np`-X*{-1#-jeQ=%>sqE
z+go2jmiUhB-l~v!Y!<i=iIGLpMsHPb@|0DkE=HdeXJ6)DUteEV_zthMDtP+N^-2vL
z?e135ks5shx1rqBP~U_&eFwMJ8@P2ExQ+VC451SSU`M;ZvI|^ZywTFrH{bKcR!fT(
zy3epSR}D7<1{)XGn~vM!ythl=;Rc{fa4DVv+1U9Vrq+#anv1pEX_{1$2{}A>X={HX
zjQ?-UyQ4xfJkdcS^rRd}#7jy0S7Y~|4m)UjG^Kw6HHPjCwsEh4oBCg6s-0K+Z^G65
zzprC05aCd^>PWLHNOPth`{e15O8LL}Du3o%qC>r2BmK0F^d^n8V>2djml}vvnR+$<
z=Ifws#-x&Gb;O@W`MFLU&-g&Ss(<mtY_wUJs6VHpzQav?XEnr2lm?hIQ`H~%V!jvg
zLeyW-QGdxz{pD(?>xozS2flZ~-%HS@U8252NBwn;y7xcWt@7V{0rCM2_bwgfH}#Zt
zKBLOwtmeOa9fvg1dvv4^Yos0TV*)R>0)Nh1Qq`YWJC148T{`L~H0s_}Qr*At;^`ys
z7rE+R@xC1GrVsx!?syMaD2ITVvNLjL6=kabC?;=t5gN8+Jd+}k9|x1zt$O*~|L5xd
z$6Qm^%nUk;fy!DY#!Pz26c0zqc6!N_CJrIuJ?My+#2g=pmm2USDCK_=%~>;375ePL
zE2fsiDjl1an8!)y@uP*R!U!jN*t0VVwf{kSjiXGFO%Z@HPc~(WqX^|3PU;ySP`W)#
zsb3oWZ*S_n%nbF&$JaUiR(nnDfc}KNrcd~(REgU-{ZqF_-<q3R;ZJ||d6uvGXUp)P
zamHMGYC(?v|9wh7!0asUcT+odZl7sA9qpEQnj`t@){q3I^1r0h{{^YzKy_do6_4Me
z^IGKJ_k&tEif=fI8@GnSNFbC$e%`E>`xTfOQV$2Mgv81ZFU*6XIJ^F*sXJ?Zz!c3w
z-Z6!-qeo0*<@s-#o>C5OyG!{C*S<ITYuT!-&X`(Y&z-Hne7jnhIa=j(=n$8h;om~p
zhPO=tU_sBlZR(*Ma@Su0bF+W^tqP0<PMy``IaDnk4Fo@3XTkzd5oVUt-!t8<oUXQB
zK_TCwO02k3A-6bZhIT~udp_e>1UL%v<jF@&ixd>EDJVX^RTSwNxlmzsrSrbeC`tiE
zdWJmin5k4jaYjM$zgt8R00o?ukz1t4@qy1cHUJLUe$uo_LGinS!giDYgRIIf{L+eZ
zGRVCshI-6r2x|cX<d*L_Z7LTt(0`7Ad35?e>eyRE0jEx+&dAgLk@kcRgU5fn%kw@l
zS;ZLQ6|e9bcQalYjwjg8v!)@oUk5?My%qc8L*R3ZB*#<C{Hdu`NtMSUQE!+ARrI8E
zh^spJ$OJv;o6h)BmzhXWmsuSF0gloRR;!iOJ78?Dn{ZiH<sk#=KK_}-xt>Ew3wGdn
zZ>;K*nXKOMVZWR8H<)Wx9^Bp(OI3#n1$aXf<PDAPFd^!ztLm!RVL~C^aMkjLOLv$M
zb@Me`H9AZv)ElmFZ@6@a3DE#S!&URcgz9<&SKk{r-C;sBzEHu{=rEy%-e5&|gQYu6
zhz2GatO^G~+|>LlokSDq4OdfdxM)<vPokk=&28bT@-U(1-mtawhV791^d1@)so3to
z(L&MQz_s=U?ijO2n!|3<e^n~Lw%%~G^M)f9DewY(8QU*SNmnnKd|!eHhM`13Rz_jl
zNM)d=>l!;cc>|eHEl59Q&ZkQ<v$ZkfH|rOEFm3m3-D%g)rh2*&wWE&*jG54clv-2f
z7iH$<4#0t%v)ps$$<eP`R0^m8NRV2|f%v3qPHiQjp|r9_2aN4>EoF5dv3P#OUd3UB
zgS>$mtbw6nq7KXi`L|z8>wNxzAqeO9Q}brRfw5Sk9+SYsk;%<k?xgBrw&b&S$r?@?
zZt8Jj7stw`?=|(1XJ0b~`t~{9`rk|*%XQ<tL7Y%MM2>KxhLFaqdW7M)Nar5bT9ar@
z5GnWi-DLE6xi08#IEx2|yH%V9nd%L_y?XS@DH$^~_%y;*;mha$&s5+u#xRaCKd&$g
z|AwKbaumJ3R%d#H>Zk&0bFd%xqTXx`Dh-D<sK5PbIwrQd>3lI%GNpgn;%=6lWoe%0
zVW<V(z!g;i&I4PqhK<I+DmLIdVFTIep0`a2tjk}fUh=R1nxcI&*0nv&G0E;}ILBgd
zC`-JdT$0Sn?C2L?K5qWOH@CPa$Xr){PU-{RKs@9P#4@BnevpR6s;cC12J=t1hiRoZ
zOsl<ND$_90AX&q7!E848R8|c2l%p%Gwcao>Z<rp{FwuZn#e^m$kV(P7c#M3(-@Nno
zw6@V3!p+_gZqX3Zcv?j$#{}Ps*7Vl(v^Px8dc(9$!$jk24b#b5=62#>-<(9H)BCpT
zVW}%rKCEl~n{?M*%N^I@3KR7IvCU!TmcA`o4N8GJLUYaZ<aN=?y~=UQJ*(iTYL%me
zA3Im&f<e{G9QqZS(>m%ttkCG!P?QCll4u9c1-d7ebqfX`>!{y>1p|kBQS6LH8U96c
z6Yy8ot!lC=R)k_u8GWizhn2azF?a!97Quy2FFF?EJ59cq@PA)Qd`j0iRw#@rX0RM|
zxHK_4r)Rbd=`MHkS)uWHo=-aeUXcxK$6BuT$+Xo{_d<t1KUY0<Rza4!&hmwhVUmOX
ziW?652L;M2>YD!&+LBm*@+q;FH=7>BX{ufI&4a=#O;ceXxGp;|SE@I=_@*;WR2!)6
zpeJ6tqpO;<N`xA8Q&KMuVSTc(Ev(T{eFRq2n{{!Mz2VSJZ&2;hJXX!8H%58`H`*IG
z-HEnTIaP2KzY)2$d4#dvaE<qdi)uC>hEmm5an)=NZK5|^lfB_0pTLi_C8wa_I@8qr
zv~RmvDjrNf)f=c(Z=lF`P^BT?p<$|cFnx8SP5cDH>%sJPZ!puUhN=5%Fdaz{PI5UK
z&N{K?I5F9`rn}Udo<)BJXD{&lVlPvV@AjMUtMTRr!b}#>-rTqZkKR>XD6C}J(`MUe
z!D;>U5%i<Tj{G$}c{Jc^9)9>gC8slfDfzsCknua942=Tja(s^$t_%0)D!)Kr3FmYf
z<0<QTouhVK!{Gnn<^SNKG(&&jyStNGq1|zx<I5-L-R%&v<J{<|UgCC<zC=gc05bo<
zO=(i^!ozKlhx-`b+u%cI?Gm4_-BLMBKwDvB9$HdUS?I7_;_<DUN3<gV1qg-<S6a2-
zE0mz%f1{wJo`2wJc~vT_jr54kB|V!k46fsyO|@J~G}dH7bWSa?`9aU75wdBlv2jG=
zdyPzhj+_NX*>^d9(sOEwlw0AYwVPd=+hnKx3zLIRj?H6hI+<Ij|7oL}{;J+m>A+Xg
z$1i%62?(eQUb^C?8(fsi(H-A!su}p;=jKICXSfp2D|()Nk#ax0^vBBpxF|da;`>c`
z>RFb!&1)!Tq;jW|Sc&H~H&4fKi03t>qWxk{yXVJW)f%yz3mv9fLTvu0V>9Xwv!Me~
ziOcUgE)x_kP~-26G<2vbvH3&CW|}u)u*RvK=jv;|TWNGKDY5xW$0pqyn`*g~RPA8s
za8Y9OkDE=j!vTC8*>F*8EeGFywl%k@xt)Ir9TZBOuIo7!BIRO@Q^hj!_|ULgTXVCS
zkK~BUe|jzp$>T4+V{GXBPGTcqo6B3WXvclX{eddEkjKAOX_jl!NP0F8WAIA6tk!rr
z%J9AVA}aAgd32H{NoCZtTZfb%#mnPvcI$7>t`fHf%7>>8w|AzKFp(Xz-z|l+%X>vz
zg}=t5Q>3bQ({z$0;Wg{=K84Vp#>+E!*@l-F@UjChJK>^O^)7t(P+7^XmXHfc5ClIx
zgqJZ`#>-y3ya5-5=RSP*;HhU>QoU<%+xVMEf_VDtdA^Oo@8IP<yc~gx!t(=sua>8t
zC3&f;s_zLTK|BNXJWpZpM|k-JFK6MR@cb0ted38OOJ%9HlGHlUxsk*(SkLo3Qoe|n
zuifmvxh-}|14-QI97x_u+4SswM9M$m<uYEb!bK7B8ouAMh<cvCBL$MMHfIT~)KsV_
ze_;6Ec)5<3|L}4b%)Tg$1w0q0MvUoLMq(VMm(^T?l>c9C=N=$a`TuddYj<aMmRZ(X
zck32%CrNS(Nz<$(Nn%^OgFW`bUXsux30b$$Ns=VpC13U3uT=P!uS$hfl7#N}Qu(TH
z$?ti8&U4OrX6DSEXJ+>2kB|2}bN2bXp38a8bDnuFP8gTzE;VL%X^4T`Ws2_VBe(%f
zLzv8~*tB3RiLpKgXeUK-*jRMf9Bx{`WWltCX$R9DrbEs7?~M4!e^b$aR|I#5=?QZY
z%*8O5z+4Ld%4LxKnc;;!0H0$jY}y-<V490CLlN;Xm@5o#{#Y}fwmKwVEk$2f!%a5K
zH89u0TnBSK%ndN(nDJ$6@2xi?Ac{1b&lcLmkb3@2)a;${DUm%`a^as+(Mn839)f)^
zQ(y{Uroj}!l)%hj#;OXlp<}U~7u#I1{SzAp+INs3+K3P{;pSGDSunF<=EBgudk55=
zFn2LylAvL?9=#8FQtJ<D^MON~3=&B@k>nn@Spu^ZW;x7Cn0sMXGsCO!8mib)l&6WX
z7EuyHdl6wBf**u=2<Bm!M_@L=Y-WZdT=^IRqChaK6m1^JtJKT$Yr7(Pqoj@hh`*!A
zzZF!^!TbZ}d6<8~RKe_EhV#FO&w==IZxm)0zJe$Sp_7QP8^L>EUWM5Uvk&HVm^Yc>
z2>bC_K!~DB({6o)&_zTzgqYujc@O3Tm=9r&!W?6UBYcd{Is!c_BfhInA__w2CL(-_
z;Ll*bfcXmM8<=llzGsFb{D9Ad;8#!rQH)QWMihk5Lqzx$!N0+rfjP?z_xU?M>&Z4;
z`t4sQ&BCXx^vGu~(dXZY`Ml|=7WRq=@nr2N%o`=`hDV-yi=L7Yb22kLO^ygWnf*ht
zee~0YcI2s#=&3GZPJ^ir(*P!u8Sc0dK1(Li+A-}^S8^rB5c`UbTOj5vnAR|Dnc+U$
z;d4wrX}dW}Yd_tkA3eoRh`9?)H<+F<y<skaxfG^9Gn``pKF7pC`^XVTf4>d_j-iP8
z3YZZvSHpN=Ml!>_UxUvvdA|-ZkoSSZ&{xvmyRS$14KU+jCc@mz40oK1&rvuw+kPKn
zfaA)><pue(rso#t=c<KW6H@(CeYxz%&VV&nHgB!8w;Ls5u$Y4iTol3-!%T-MWrnAr
z44*^Oa1s9jF?@%@OayJ&2FGe{*Mv-ed2T^rWaPBv8j%kX$>$In%pEXy!YqJU1al8F
zJPk|mSx-Yhqam|yUc`IPOv7?SQKIhlB)5*}`Fk(@9ZS11OhjLe;QL_ihgk=+9%ci~
zMrJtrBlxVNYvhqWe;-2>lzYQPgeMUE6wEU)&%$hl*#@(n8IJHgJ_`s@Jb(X%C<tMM
zi0~qUcbcAF3i4##cSZXb_J@nzh9{5c>E8%`)%5h5lqYLP{5P!E4NqRt)0+t1Z+dzw
z22a{xIc+3HnKzOg@u&a0EMoq<(&3nW96=1^W0aVfqX_<p8D15R;j=K|IEqfl3B%K9
z(bFjee`b369G`_sCsYO5->|+mJdF`OeT(4lVSa@98Ri$5-<aX)JcG~H-fK<hTFozL
zW`jZ7Zy`si(NkMqlbjS$!$G@eQHhKd>Hh}Vd6+mh0YyoGNrXvehSNLn*@9kQdoJ<j
zMf+iq_i>{4x`^2glLk{CCY>4XxB)&}IObETWQKxirz>(iUUb|9F*k*2Zn|qxy}OWP
z`a|C^X{Rc3H$imQ7BOD{(-Ec<Gdzi%@i}}FLwt%ZdBZ{bPm#|Y(PvM@d=bpWFnyTe
zJ}<%ND1B;82<;(Nf`&uM6@3ms%!5o%gJbqY+dom_@<d0&5%Kj`nw~~P>B+poXul?S
zQb#RM$W+gFPN);n4My875vflky%u2CnV@4L01fkIG7eFYrzxVR@d&;NW&$(3tS91g
zv}Nt50cF|?iQE;4?(z}yWW!Ue18%g55qX(rc)<-;2scGF=4J+>BR55c8|I}9!4)tw
z1y}y4bB;1@w&ANp^fed3e!)#xFRW)&Z3Cd)jI=WlC25A}W&zyX4YSDbr7Xs0>FOZ-
z)^5Im(^fy^u1s{d95Jtexz}(PYn>>eoqNbvh3M;kxLFIc4raaKP<aTSrPEj8Q)u6m
z4eTe@id;4`bKcnGq1H1q8>(BzCTIGqpP5P1oM`eEDL#2CDfDo?hpp#<nae!P^Ui55
z6rcK}cr3On-eecok7%ZeiY7;Ks#wlF-)zn!Gb^a|nZ%FV(V6F-pTZB_I$aH%d;X+6
z<<r)bF0(*tt2fW4wTH1CbiPHNX{$98kU|bRr@323)&;F^t#(RdxP#8O$%AgU0u9)^
zEFHi5Q4OToUr~XEJ?Q)edD1Ei(zXoEEM}TOMx-=>Oec--pz|Bd7D(A4kGInTFMzJC
z+G-6dVb$&V$rsBlc)>yD;-+sehrzMf;&PWA4$VrV%-W4u^~?&M7agwt2{YKN+m1bU
z05rXg0BCxf4#4h^7|t_)HB1g!G`)N60BJ590n%JJ5wM2NGv6mq`-UAY&7vb(nnkD6
z%9bZhkq$l2e7`*5+u;dA&NHVOcr}E0KpydsEh0_dqg<rvdo_f3SRV2H@Q8e$_M1ki
zasQxYACWvNLW}l@Jk-(fQ2HWV;~_y41#2kZj>#h)w?(8$hE%jP$xug(;RN#&@_47h
z<7w{!G%=CrXkwyH7t!r&y)W`-@|0g#Qwl2_Xl5f}(#*yHOsTCxgU>VnN}lc;YdZ7!
zPxB!Oj^;x~4i|i$`FHYgKiI+1EJ}i-S(G{)d)(F7dFDUK<DRy|HP17rS(qYjO`T`{
zYZzRM-pm<0T$;s6x%*$ls^iMuKDND?vvvUHdFC_=R0lxu#&DkbA7Qe{qC4}a9U)B;
zr7WUJq9S1|=a~yX04V3=anIY~()?1wrTL{I?v1tCt`w!d!je38U~N^_1u3KDcDl!L
z=VEs{ZWOC3d^p+|s<H0PCa_DZU5t6acmUGWR2{b}`oqr?<>`{`=x7ovWhPBxHRz&0
z{M;!|=dz=tNv}jlb6#~i+&e!ySy9)(;pcVaaou*fG+&l*X}+w8TT_Rh*OSLhx5G`u
z>>9$QS++WEgomGt_f3X8U8Wr!P0A%Ynv|>4QNu0Op$I+-y|Fx8Q#&}Cz)Ns6fj4rv
z;G@u+%fq#_gQMBK1V^)bb+{OgLT@Ec*T#;Hruz~dP50I5<jXbqDD-ynaP95jt}<>3
znjfsgp~0!4qtH8sp|$ASbh4wRS;Ul;oe`@}TVs8jE_MJk5t#sJBC-y^va3?f*p+y(
z)O{L!IC{4*Ib_kb>0t+G9*$0vlyyM)$`*V$dM|mn-ga>2;pjAPS%-`8aCEVo)kmJL
zuN@stX{NHJDa|?^ZiRj5W*H}K=Nw7gE!WM$S?=QFqF)$Xi+iEJ9WG6OCfostRmZKd
zdtsm*08ODL0GdLr10cU*I6HlCm@Klm8HU&q(hO@Nq#4#CVNIQ#K1?2WxE(Id#wJ{v
zjjiLxaCZ6#c{-0B9Zl3GI-01h)1kOyIXhjvo4xY5Bkgc$Qa9n!q;3)SPwcp5+|9@T
zO8!l5Td?4x)kn$Wj<&<4`QU_0^TBo88aP^gj6CJoFqGy|sI@V}iZE$1xq%t`(dy&m
zF~{3trW%+u6WzdMN2@<vyK`kNwwELO7u6B#6XZE_!f>)%MjPp*iR+Y`G;dwU#4Qza
z#QM4fxg+6&&sfiu=gqU@HP2Y5N$(<WO`WmslgFK6hf8zgDSP{4)`gB6;Th}V^SeNv
zZkin(&7CJYHg{g2i~hv*qA+w8y^9h%I+|clbkh;5o_Ex{sEM<(XV?Ku^{Cw!II!*S
z@;6g<$~DlzN6?qaXGnz|4^7sm47nvFLn7Yg*P=5s(++?p`x5|7_SZ{<x?9nouRcpY
zi)Pyq(pmr_ob&&ZMRV-{Xi)(H(4vBXELt(p@r3jd=VGVCA0~$^%5a_?AT2o{Kw5Gj
z0zQV}z0nnu%6#Qn<y8Z&a%_l-cD_9A0y|n-oj|m-IzgnJj@^*Q6tn$-vq~mct@tse
zKze`SWbHV~z#Y97%407MgN?I{wa4mikGgFQH65{^(7r?-Y-t!Uv-d<xBPc^@X@s7k
zRk5GYzFZ!2Wf)8|{|<W8=?^0RVmy<5l|0m%Fi@;a^+{qzmyT9q7<pGSC$y{bsB0}y
z11De6QVuF+TFPOdMt@xUI(fYH7I^H&Fn=1R<sU>x%Rh8FJV$Ekxb_WUa4k9_8|`q-
z<JuoVtU7Lu4RdU=1E2*blwY*qL<gYfZcQB5zBx>0Sv+4Jw_~N{Da1<4Q*_o?j%$BX
z9`9*8JX*v;c(jN`$3s@u)N$=w<Z-v!;nE@)!lgwpI&KWdwQrNB+ipik%Vmg;mdogL
z$jq8LuKfjh+$uX<^SE|eX(Qs+)N$=Q<Z*Y};hM*_(|R2dx5kfae>n`dMRU2!np>Eb
zM9Y7uTI@!&I(Ut>mwT)U%;yWOA0hx+KcoXtds!35wZ9rBw=CMry_T%4g@++6K_XaM
zf~3Pne|Y;odAc_&=>#}hutadQU`dCQElQflTHWF8`{h~R4rZ<9@OE1FRO7G*<Y5ol
z!qVy~%2`@H6#y&s6CMt47YBw8%hSCdOc#21JG*ZQj+R>mz)6fWP_c(Q%KeBu=TR%p
zfaMV8QSP*0O9zeNDEDLXc*m{q#C|TV@1ks^^<6q0-91ue9DJ1f33<3vc5voV?zA9G
zheIP-Q%AXfW{u0X%MLlpJ=~7(*t%NT$fl=NOv+_Pxnq*`IQy-;aZtu0<Dd*WFQbEE
zf4uvu!QNJWZAs%NqnY1;ZMMzbvW?>ngu~r&M!V(V?sS|%9qsglhT+%K>AM}WZMe<o
z*C6q<W)BCo>(K`s@J`V;(xPu75xo$*d7K3fYS&};Kg68!%?mcbKY3`TdAKYx59UGd
zIILawu-SC*nBic6=3s0!TNoHwB&2~(JD?oGc_6xnEvAQO4G-fq50y4a@E74P%rY>K
zLcwt+x`*JSP$-j@X&%<wcnES}p81Zm+Z8_=Pqul(P9qI$=_f_ML5u#0$fDnc<WLUb
z{C1sxPe|<ifRE>^S*UAO0OsNE>;!is`ryOgiT|G(|A*D{`@^5-f`i=k1RMxSz%ecQ
zPpXeTIQGLv_6*cw*R~LQKP38-TJ&E>7X48p`oRMHv5?rm)nflmxg9$JSnkSamHQ`*
z=!Xc=p9+cozZAVU-sU(J*7jG%U7?=3C83x4@XUk;^_7sLRn!hIIl5Y(08C9LJ?%(o
z4;0J8R8F$Swc7c+%aAULirQ7-*<^VFaJXf0)DNj0asu$DXxpnhWaV=^J~YhguirQ=
zP5`c!#p(p$FYRc)wxbbF0H&5)&#sWuOR8fFIi%`aJFf5TxP%jcsr@&&f=>XBi0el?
zuAl9=gd=k3sbO#hACXfXSEc2#vA@{C{bmOzoB&J@933wBSfT3JLdx>Lc38jLVF@Py
z(__lOie%Ya$N{qdv*Y^9j*A{|+Q~iie2a?9vMB$yW2<$YO)Dmx089@@oh{@9;Ofe<
zk{$CNdK79r^IdHdR@)9vIEsm$t2$gnul6AYnq<f2u;Zc!vR0t<M2?0lr2ePaVWrw(
z(S!VZHUEFkw9r$Nt1G_{mb!K<X?861)YndhqQ`zf7Dam|VSN!xKhQ|xT|e+lLhWcm
z9HpDhmhRZUaj_0ZJ!AL8vaXX$N{e#KS8M%M-*vUJ!oGubWiHrHt*Z_dHBHqnPribM
ze5p2l$I&}(x;p9|$B=f^?M&6WR^#|Mr1=`h_hDHzv7~8REs9yf&M4W+&+H+etsPCr
zROJ$N-HWbaYIbAi72efakDR~Ob)Y_>G8=!5?puUguc-$QIGVPgF8Z8s0IKt#W2&Fh
zbD@@=ewx$UqjZWCrD)lmlUKqveI);W!G8xc2bi44zHupcGRty=ZHT1)dC+lz2Gm~z
z@`Udhn>(9?-5s#fHN{t+Q&wKeVA!e8L^EHYF=4cK)5?L@`ij+u4><;mr(DU_OWE8n
zLb@1?jjJk?b8_-a@^W%CfXeP_t49(p^y^^(J9@&aw@W;^#sB6GpNq_%I<I1^UeL}l
zl&S?nssi(PA--9pWik6^F+SddO-(CnXO|TFR+q14p-T{2$&47d6oJc_nR*c}nz~6@
zZhTNy;LDZFR3^61&dqMG#d9x0S0Pl0d^G~s1O@u<L#P@QdOrf!1_eHVz;(=M9Lj_E
zygulnhY+|SDDYtfZVU>11c94SDW_gciGLIUn{ib_`>s48k0I=F^O`5{`AK|cd7*9H
z#owU4-Fb0Mh?lObtT5~98^viS@u)@bIht#SLOcam+WWdtlEyhnR7DE8&l1h2@(lil
zw-Si3+Ov~{s-!u`ZJSz9mZLh~cepf&EfNr=9HNXvY>gSBF(6jG?`Wh!JSPEh3x}A=
zA^s6FL?(mqmzP!)W9eyr&Mm&u@`AkF!a_E&hi<j)5>&Tws@a_Cg$SvPoeRwZa_1Km
z`HIWf%%rlMg5t^SY;dCarv%OIoW{>-{$)#}ACH1<S1qfHdulE)@_o1F6z3NC^u~3E
z1kIhCW<ICcX+d*g*fXp`Xw*YT9GO~uc}c?i-Q4>^?)?=D@AA%Z=hQEoTB1(*&{0o=
z*d+mR4~JO7A@<Y^#90I4-x3hZIK*-e@mlN<MY*@C3y<nKu~!1(UJkK}L+pzZ!gwZD
zHel6K&HTubt`*1Y0))_<GD**xH`&)(--8vU-lDJJQ1^4F{Q^`qhieE`6FBiovHJ8!
zdaM3cSPpt-zGKDl0O#1uISxd{q3uFina=X1pu8Zru;4adj#5!pUNBj2(GG@Xqeu6<
zR&0-Rwx>DU;jnCYESX0V24xaWYz$;$eYJ|BV!cIqFDx7NWInKB+rrtl6WgV=lp|r`
zs%KOEA3K_A_2|Q}9MpIE$cp0y&at28(Xps7P>-4(cQk85?fu6BM@aYe0(Ey+=LI9R
z7YXm%-2DgK{U=emXWkDO-cMBLy^FfLo3jhs6O+0qA9C;CaPOz0^v+7CGA$=JA5}Jo
zH844)B{TKP@u`5L-`pAOc4nG7iJ!CY`J2UoPaGTR&BFT~2RqBbzK8+Lox?f{1;sh#
zzS5$C;#~cW=SzW0D5QAyhI9IaqmRb%2j}>cb9@~GM?G+q<(2w;#q4=p%Cd-e555sd
z^c>1okVBPDWai9*{PL-*@j@EdsXfQx{^oGsMG2?YJLSmCpql%A5Q^IWl%v^o{Pl;b
zOsxd%#V0O7dky_DTBlo1IofLPzCQ_0g_2+e@zW{CaIGK`xLY@Odpb(DsHqOU<H+;>
zmvH`Z@s;WepE|DcQrhcrh{hb^w<saht3PwJ(weL@)%eyQb;G&aa_;tQlx~rnx;c2;
z#_PX7x18M(JPUpoFpMfl_b6WfmH#mlQvK$0tfd_5&&aUYk^}9DQ>>PM?r5WB$6sMN
z=oR^ID~{!y<DZ=4d}JIPBUyXOHBfhNPRQU>0cv4jiNECq<_giov#&#P<zJlU6Hb$W
zIPAxU0w1}oYhR4g%AnHH9=6nn&nYY@(?`i_3v>au4f{*I>YU^>UvZiwIhqEGDtzWx
zhCbr<<1LvkY9($%EMKaVzjSnUqHVb03brCc9elvmqw1Y69hq_3=+I5tz|8&OhTm8m
z*uqMCMRM9F#xqfiaGvceJoRSqT4Wq0saG{*sw-z^X+gO!XHrSN-nnuK-UAD|4!)_&
zOmIPa=4&+fTF`U|+07`-=+~-kvzu!TuRDl9?f;FV#RQ?@^{m#jGnR2KWi<St5ZMsd
zjP3Dl)sMe%)D^dA_rz->oE<fH9p#6&>IEf%Il(iF<!3s+X~2y3aR}ScK*?Yq^#LgM
zCY`M`#6_7xC;}THuyIge69hJ824h13k3>%=je3~&Y-)xJCGI_|ExIe6<s}%EEGVAB
z+sNjKt@<$^&v4DZHX^FDjNHF5mY_U`VR^dUvLqbyIW9K_)<(%;CT-@6>G~tXb!!RN
z6SOo>)bhNokY-8uMRdQK?oS%-+ex_3)!a|g+_#UyJssX<xUWoMJ+qub-z`34IJ$!b
zhEKzop<!GY5k@_;t<`^;=svGCe+YGwa9*Z4FV~!R5uD4t3LA-6{%PcWSHFbgnVREU
zHOJir$FgP5S_#E)Uzu2J{tDn%dPoq=)(GZk1ihjpFoz}*>EVD|9!DBoBoMIX=x4J{
zE5DR|eKGr5Yt!gC(T9DkjO)&Z*#ldp+cm~JG{#E=#_Ed4vQ=_u&o1^pptTKss|W07
z0MZWym$8q0K%Id5v(FkZOWXiNH4q`%?*fUGjH*B5oeA;U6a7vt9UHZD48rvit!qf-
zW*+opu+!40i5rZ#EPGm%&qGibg^V5wO3G-Rdl*9W-!lSpf0IW2s78GSJVi{+$7l4e
zL!Pfte~lcD_`;KqU|(zCSK&erGnKX5m*?}JFsKx+Mqof{ymT4==?AG{b&+@JJdbI~
zd09(NHe!u9Ia=>hF9iK1U?k$QOiG>~kL*$Gd!Z1n1*DEm{fg_v5UOxvSO~9h*E6Y%
z#T9xn>1B6AP~bRRc_RXidr3(DE-n2ZY3U!2YoknmD(?uE=T0j0@rrm8;tS0KKVzk`
znizm(mdeK()&DfAoEWI;aVpjj=HNU*dPhSFm7A^EbhJtAYgRmgmH#i|@=n+0|0#J<
zf~ocXtN-AWUp>WS3kq*(oQ5%zV@!z(gWrU8cm^4ngS?qqJ(XfbHH%Z-$*HE<P&HzH
zf_`k#o*U}GvyNuk3v8jlVLmSce;B-r`(4QW7Tfp@=a!|Ljml~dgi@dS(OE~T22mnF
zu-YL!wPxU(Qf7qvxJ>&PP;b0zIO879SdKrmzt0*5zQ^*{*hXsiw_T0cpd+>Q6^JVI
z7Gt19H#3m#Rx7$!Io$w0@-<6_t|5LVvv{qIyS=IQTKg$t`BKgP!_hPeZ(f!E!8`2;
z_3tw0Ts~szS*P9S`>T1WZGJtAhEh5Q5%QFp#Sl;#JdbD*ZlZ?6a{4dLq41ld^Hwjl
z%GNQu)7vGSZq}SWX5&=wY1tWZX?3rxe3sFE-XY=r3C;U!^4=?0{&&zOa2q`}VesHi
z38(+j3oeS+XXcZS$SAiM`Fxk)H1H;)2gTj&>yXyCnlS_GAp_%f(tqs5u#hs>fLIt7
z;tqCA$dGa5g9thR+CF2pj4+CDk-GA^gbr%Sxtbb9SR6J*G>Wi9%T|`*G>TBkKI;7m
za};5z5NeDfEDH*xQH13z&~6lA1-nL~>04xVizus&qFRY)Y#M{W;e%C@j(G<g?<>Ze
zlrVg-TEcNm!v{sElOsmJKUGh2_~1SX*MY+a_X}x`@D)<OMa|)ZwG!@gwRV9IAFPYs
zJzKv;sejTa@dqW`2M!xN6oY$3J7~~+f!`qEKJfj0V=V5AsgL@ik@`m@+y}nAKN_Wb
z{zyRm+iketEVvJBp6QM9arU*)2YP~iG~YJNZhhdJ`;!7-=$pHrI4nDexIx}9(4MLu
z?HL1&UZJ+IkK#M~v+T3++C}f|TM<$_+o{bIWc|4C@9fX9OJ&+Ji+6VA10w<35Q}9G
zj`DUp`<msg@y_%-`1BV=B7OlO`fFf7$I}z|w*F6evhQ~4PbqdWuMGIJQwDGqq6rVY
zgMF=426{<<k?4Y6(sv>-AQ3OoWx`9kS#9VY-CxVYU(#P@S4NwPAB{x3f><mQk%zbQ
z-Rx_jM(??T-46!vX#DNJnK44BZoSGv#MkrJaD`qj?5?50+8Y!|ujl_U;tDK2;q4sv
z<34s-v?;G;^rK%#ES4#!uGX8@EPhYmOZom7SR4k+Th+6?!@g#vfJ|ZO*T-yv-og*W
zK;kw?4pvX{E*~=sD4&ow@xw8oG&E4&vqJIHZ$DH*AF%Ivt{9o(4SxMT5(7#b1LZ>l
zh4lvm8-9Ad{76G#-w@d`E3)91-;bjr<Nbk72HJ50&64ayAlXSPvfvlrQ`L~Q2$<0o
z^5Uzextz_k7vGLpLi(lJ$K|{zZhBRr%h@9?4-+0dZ)=^Sufo6WRwlEb$)=VU>BFI)
zhfU-6NRQaK{BmC%XRodegM%9d2cV;#%{%E;xpkbI6136icXYVu-spH|^+!CL>23W>
z=Eu5~`5NDR1B~E1+xuq%QF#B-eqay(0&l)cTRp7UoRpHBLN=HARz67bZCDtVkLtvR
z&SnjTcKT;reVUo67prPRXPbET|8D;Ox9tC9p6{wV)0yeeT7=4>>iR>DM(T<B&aT=V
zo4<Kln$^}uF>9e(MEUSF-+SWB^~pi^BWi?_z`m~REu@7O9@j>w5SWNalEgrkh^js5
z&UduQ2HsJ%wQ?xn?8*3p=-4ZhSXtzi-NH-4ftV~GJ}LOd<rk?~vqJo-L4kE}X<Y;+
zwC~Kv{%LNcJLtkRTv#tCus#CQ5tz_^CjaXO2+Lr`UzyyV%{BLx@-G_Vi%eWB<X<BM
zHb!7V`_}xzCJ1X9bYU|DHV+DHfxwnQfmsM_HN2KbU-Ho!0d0b=YKy>j2z0c^ujzT^
z-1`OiqP=)ED^Yc9rnASDG}mexFVIJMfp)<4G6m{m2U2gudiH);&fZhKab`k_)pGV0
zjht<)m$S3wXM7DhDQ%Hm2gTwD>M88XYL~N5HKIyJW!Iz9w~HFFy2I4OY-JkSpd!1t
zijBBvwVJ;64@rF`#aN<to5adJ)aFXzBuaAun^FoVa%XXsTLTN*fmIm9b1)}MCswC6
zajuI7^LBk^moiHpbG9{RdvnvUIR+*c92uC%*lSbnJLG7ozTVV%kt}ekw#970rC9~V
zY^s*|a8l;UL(dO|ZpV0p{kiTkplPw3k+%;wbIy`Q6{>*t;8GTaLA2Nn?w(LYosjRE
zy2L=Ngfb8<7mhDdw&TxfuG#ZUWh=Ia0WJ+spbf>)vz<1Rprv;@0E<1$fjOZN6;=CM
zIJ?G++ih(@V&ra-t#*Vo$%hDOMVU@$y%gJmF8D?^)|e^V<tbmVrW9^u8dM_8E#e&#
zHKwr&P1zxjxziT&B}7J;v??v;+%(pyDZAt`_t;|o+rXq{YB6IP3)hsr@|gQ<F<&<@
zY5iKvn8u1WWxqV;+qRhR7?`xMEoMw(she_09`mp*=6eR_OEq!}8EfK{Bl4I>Z82%=
zo^BypBNuaS8ms1%<MNm%Y%yt!pD<|^UCfxqx;o`EdCV_tF~3A)gh}h{V#YL9-YMV6
zV}56g`MrTjEAav_Lv|~)cnYaQFLbu1V+#~x8J_a9JmD|agk}%zR|Ali=;?rXkoQXA
z|I`+{61zyz_U^>qc+oFYjKzA&S$Wz&>}daI(9)v4@U$WQG>g2&6TY$5rQ{0&FU?{v
zQdx7dXyjRYQ#Tg&DSykSqt=)#o41!ZwdEzw48H4$RMxiY;=EAHT4On%l86y(x&Bfz
zyR_Q(DF@=B8;aKYh0j_k+9qA~ieRkzQ&Qz=>)O$}4cd>zHXqe?TuOFD(Ij7Kmb$O2
zbF^$l5IXFNu~JY;mq*U9Mi#ny4Gm^mN2uqp`eHZdlxQ%GC51{8dCX?En9U7LT3={j
z?&<D4ELHYZJ)Etynrf^qR9eduwzVcSo2+&QAT2c10a5mODMP0E@}^}KsAGFNCq$E}
z#xg{uqdamaYh<D9I~&ZjBvEIkZoX8eZtLZ2sAa0L7E$RTPuR<v(9G0}3_x0_r~`&R
z2V^rfO>0@P%5ti&V9Hef!mb#r8kN5C`29@$F3MvJDm!?0<;x6yTJxy$t1WvwL&t5x
zJPgD(z*q&T43fvZ+{6?qFEF!th=EB<BXvw<^K5n7R|)CrzE2$&s|zo-7!{GAHkM5)
z!{w<*SW^qN_bP*$7FFuhQNN@b%PbYIJmyGS%xerxT67r|W_@FfN$Uz2BTb622vfOE
z9{PG6x*L1CT2|b#1~jeE41ktu8Hz4-w$)k&V|k`BUY>A*P8bewq5)XT9B5UxhPDjS
zv^P-?(OABzOp>R~x1;r`?qNp9YHaYX))Kc+5)z5gaAm4B7WQ#l-OqVTNJF?dXq;`4
zLK|%tuzn-kx6NXVTd_;bG!Rgq>^3v&J1E*1_psG-g)#2wc5%^yP>RcG#>IF4mPktQ
zz&0P%EVIrdju=2#5uT8bYSIi)LUe^7hE%T5+^$gL1~?mu<B7M))6EG_r;T{h%us@J
zhrr3^A8%avs^jum)3I}qFpPa?7+#Ap;=4rNPF7DunwUbs3lMEU!x91<dShUWn5|f)
zE!bG~)qhtJs@&Zof)#-|NL)|MGIpujU{_+FkRlC*s8DYo<UFLcZp{z}-Iy!GWRnHs
zDmzB{HI;IS7NP376xzB;WLfY%Vy;qERC(mJ*2u!+*c{r<67x0M$1%T^ACyOY$Qlvd
z9DXaCgI%p_0#Rve6#hne%uUvqLQa~4U9=unFa2n9QfY5sJ|>U(ge@jbe5Fd-p+<7^
zLId*|dCX^RF=?d)VRot!%q|AzKjbl=x5YGna_L$lnB5J`DtXKuwwN^EmvXa5jbQdN
zFkhC(++~YN^MVQUq7Y1}7Jk=cz5jZNLHHke!q=?{%~vj(9ZZ0IML^b8-7t!6l9A%|
zl~1i&I>MP9FNOQJhYc!G2X>HwdsrU#eLGy53rx7Qa#wGXLLW#{v{_zfe~tDEgZ2}7
z+LLy)G!d9+hX-YDG{eVnh0c*0ZMH%CojmOicC<9(muN@U0By@6=T_}i##kz=oRg<L
zZ%128U3sJNDkD|e>x-SuwEQ!c$tsDMBq=#Y%r32dj2LlI{@q*y`G?-RMr*8{RZ`_?
z>)O%Md|sl>uTk15M%_%8r_HdVr76EeJGDk>rx~<O<Y}AP(b7sxqAjeRHkxj8v4NZ=
zkKEcCS?KK1OlD#(5t-%3V6(5+8`E-wu!B6|h1P`TlZxgu6Cf?*jj`zmZBKeo%`#}a
zThp>34LlBK;q-59v#B4icaD%b`kO{L3Rz2LJ;Kq`F3G(BL`nYCEEDSyj!W#~GVA0V
zGp?9NIQm&<nbiw%|L}zTwaDxt-(G`=gX9q}w?!O+$f!i_s6oUl<Pop5MKp)9?yNyX
zk36E+7SSBax+?@x>QNp%lr>78ZghCM;GwLAA#k$owcSwG*f6{nLs{cQUYnt;8xgJE
zFv`BB+Ye=p7ZF%f81nOyIg~}KsC5E%X*5GwE0FCplr=d_Hdzd1O|@e*hq6|R#TxqN
zAX~=b?_sM9<Z1HAMb^l|Gua%<S}iimmTd5d8z0J=E{|Ahjc7TPMQg70qK_6)G1g%#
z74n!ftuck1G>5X*)<jM!#(Hh#HhIiBwwUHn)`K;I`H)dB{qmUeY%$F-B3kPmbD<mS
zzm>b>G4Hm;G{=Y@sgc}#)X2@n@|a6(G0ia|T00()n^I3hbBxGXD6XuOCtPJsX!g9#
zF`}o$d_<=>wlSjTj0{~bkGsJR*Bm3-7K9tksEav9WUL8S9+#(m(vH>~BcjFPdg+Hg
zm!ztKIYwlx{Z_Wi)4pIwYmO1os_+<TF-D|~aqKf{!fW!h|FNT`mE6=@r<L3>(wgH(
z#)@ubzdY^RcC@tCn`qyvfqH9>9~rB@l|%BhhwW(1@uPz^N^2|(SB}Wj9<`%2$B$^q
zc#Ji{%v)paxN=;c_Jkd+ITk~!%44K82WE`*<jUvrv|rlMc0ycKZ)u@<4bXO^ff-|s
zx$>PgEgP75d~2CgdL-r|7LD~t%nx>H{Lx4wty$O7sE@>S517gEt6f~bU9S$B=WLKn
zqe|D;R$JZfY+ALt!a1;ZNE2^0jpM(woTcJ4j>NGn`z434*`?JEVVf^<v?yIKO8G&+
zUbFenRs3DUB@b7}4z4cZqIyP))O9#KDQBjzv-#MLm07u2Lvz(94ms*zd3k5mJ;!-b
zC%I`(H}u6`@-yymUR?F)9A{#j_FOWSqAP9WQ_{{ZCFZ**Em9X!azk7E=!V2pb-3Nx
zO72Iu!aJNZHC$u$xzbG@w}%~WPsBwTPixWz+{y`h#;bXm&Nk|TdCrSMDzU}Hm8y^D
zIS0pUx4E&vS{Y-_%x?3lEADcRit8R+lA*T;jkx|q_c>;wo!F9eVS)W$Rd=Fj{79B~
zsbfVOsq=1&Gj^N2dmQ^azK_0^W9B)aWtc!$3{wt6yFd)XI&-|SPhdL^-iqMcVCFER
z?VF&?#b<LqRPbSwcj4=!L)q>x<|ay}qr34fIT|iHT7=-m%y1v~;Ioa7V?(W7EF%{*
za5KX6p{!)V#@3TIQRD1&EBZAQHH=4yS+$CprQb4Vx`c^(oe{NHi25NTYGng1u;Iob
z=)!JzX13FT<dp3rh1fTnu|FmeJB~89$`v|QoFX4(M($U(n6W=A5jzefw~GBA_*;s7
zv>ChdyczimmXZ4x>klKUkT_A?Dt0>En_?d$#J<yro$X*`ljk@T+#+VbvdaJ;D@45~
zf~aw>w?)*-UL)plLd>rlF)MG-hMhLxIGNij_P34L#|yC^Fk-jQ5*({7>;}otPhrLQ
zg%R}`M2%LG-6Uw8l&@ie8z^%#GwKmgIZZI3Iw+^{SHHsiml@u8oW*B)5NS{U;QR1@
z_@1K1W_6a^$)3X{<Sxf_r<`Y@S`(twViPZ^W+*AF8M4@zgKd~A;iopDAwRi-pClH_
z{UqytB25alf7G@gF%Fr@GktVWQW3M887<eUEmet>q$4^?iI2R%KOP|&2+yoBH%$#U
zQ^dqHM{rBSi;_jVafZJEBofrt@Khjrx&Xl)VJ<Y?b;9RBZ<nBI=}k~rcjlI|-4O-y
zPu=)wd^7dA*AtxTpk+>%cs5P8a2Sncwe77(qD&K+`yludn7%NVGQ)3`e)t>+9>lG0
zyc_mb8HgyT;EP0`gAsf=%n+EN%y6H>@VQ!_;@v5<Bj)C=S0M`WSz`KBu4bXuPk7s%
zRE69$y<7t?+K%Eg1UJ{#u$$|R#FPnMZs1<DUGxI7E4tL&WVopi+)T7f4DMt5dTeIe
zB*V>2!A-uMo3LK|)(!Mj!_6$yO$S9ma3M3it`*^PK<0(+TUz~-z(2$AG+XpkhTsar
zQ>@MBEW^uO(aUUV$L7|Un|X#CY};k@^XDUYfu$FJNH;cYV`e_B7aMNoiEfr4cqz<s
z!<VuGpTifCU&7sLL_y8Le9_%~2)-ZY0cLoOSclKy-Gz8-s&Bk*Hq{#t1vS-a|4C?f
z-)d*Qh#Kif^gmY?h_sI)cr(mnFi*fd4YLL2S!Q?&w&HVO3gm85vwXHA3d*pBBEky@
zu7Y_H<|Ssh&zJEz(5HCE$`sNbL_t0mi#}gP@M|#pVBTbg``nMu;eCoF#TrSW1vk@q
z08x<7C8Ezm2!0Rd1DFq);XaSzvz$-SB|n{jx?9H)1^HYm`aFT)Q!t+~!`*$3&yl+m
zHu?P;F_cheZ@K91TZDfH^CQg9%y6Hl@i``+XAlFWa3yz%Mxujq7UBPcIR|qdrq)%4
z<2WW`bDW46$nh#Mt;tuh@>iVr(q+0!joDqA;ckuSu0Dbrz%+!(WX7-MZLAN0rihQy
zr-}}nBe(@j7EEiHb};Q>Ixtg1{yQT+^1oK}-xa~#VS2(`1amRWB`}vV<5w<&?9U9Z
zWdrazrdoD6Vj!4xBFs<(4}-aa8J_R{>fX}DhC;k)g}dk~!`FJz*VPElhPejjTA1r#
zu7|k+W*jp<<r;d0y%7OXq}hD3OhgPwv-T2@_C`XQdT?-Z?TDT)xq2kZ1~D;t2=>8D
zfhmBQ22%u60yBdd%bM(0BJDO+P^2s+%0>}lCW3E;nFTW&W-g2$<_?%UVeVo^AYu1+
zr0>6QP3`d_#7FgLlSpz8f|tN7g;@@>66Ri*)y(jkyoO1CG{tH@hSnlVLf9-KtV8gF
zFb}~z4D$%gCYa64aD>OGe#TU@o<fvn&7#-KpC63y^>T|IiSoFZj;#oO4(1;)&%^u^
zrV3^UGdvwH;&Wg!BJH`nf+#2}pA->xBX|$Yt1x?E_QAXk^CmMKVLv_#2yB=p(yDy`
zQ4qq@BElgAzYFso%m*+Z!W@M;#tcXJ7@u_nR<olRo;ryr2w{te@F{{ngZTpHE0}L!
zzJ>Xo8IJG+J`;l9V(3b0<mxn{AcU<V!mkMa4dx8YS!TG;-|<;bwvlRcm{y{h{tHo%
z&uya5zY%=i^u)I0weV#95*z0AvNob1PuoRLNeE76hNsC9fhX%8sz256^n&QAE`rlw
z>ccdE$z+B*ZiLSvnQ5IwYsbwHgLcSgmFTzy!n0sn!?b0F`)r5LG5PF>7${eF=q~-}
zICesK7np7^Jz;voTmo|`On+uL#{hheiQ{s_KpZ;*UW11s{0f*6FjvEPVMa2;y<daR
zF?qiZF_8C{hvQr={l~WJ5q<;Ac$kSWH#5T>=i+k|j?LbM4>7=TW&84i{8`g;i}Q2U
zpB`~$Mby2Rs>h=2(hCt~s35oyrWj^AOer&*z6_tk(RZq*#WC?`B8n3A)FaLg{_@-c
zw&OnkSyR|3H_SQX><@3FzecZMkBB{oxM1#pxf5mq%p#b3nBfUng3o#a1{m#^{ViuE
zU^${d{;P-fCA9OG<rYoHxp9%C;$A%p<yA2is}X!3%>6LyVAjKIfZ50lPsJnn%u|6!
zZxqj-#}EZo-@PKj69|3^<{6l0VYb3-gW1juM|d8e8G=9hF5SNn1tIJc5ne>_PSev%
z+>^B<zs&D5yA4loh@Sq9;8#sguT|^G+7Z38n|;LB4Nv<;Pj4c4zv=0%C_JIkn~n~0
zN37*}+w`Qo%YylDPKRUmafJI|J4~7`Iw(gG{1G##3V3Hf7PF@lhNnZKr&9?2jC*48
z^H4{T_B_8fJRKH2eT(4lVSa@98Ri$5-<aW5{tQ0rZHIo-^^zD?H`|Us5QWzGse|50
zsLlGVk+d6s(VwFtyf4E4jo|YzacugMk^qwklgtc<ci?j{e65K3ZK;TY?$;xt_qqsn
z!=%B~he>CKJ8po_A&z;2EBEtiBSb-tkBW|)Ah;<^b7r`^7Wf>_UC0AU_*u%lwOS(z
za(7I0*A~GSz;uMc;wkR4Gd@fEG=HrBf$ko9z3q-D$mem<XHNuQ1amP=A7;4EOYk`=
zpX~3*<z*}ezvlCV=yL#K9%OnN9J8lkh=CG!N^~^*>RLC}Qm!;Tjfm2dd4G9zPnBKO
zdH+dhqgIYit`kwe=o&o+<uj4>S_EIm4A1^C_$-<IVO~zg8J@lnJ&i~3O)wLf;qE5l
zv!uI_7X|G^#Yu>Q3gIi!T|R;*8=hhv`&0}s-xywS=xrgwi)zfx48zTLh8yOk48avJ
zGX+;M4*SeDeElH$nu}n+;3jPO$Tf2F4L3iDZWbW;ZkR=eFJ&=4OIHWWMs6vhpz3g1
zbhjMAD`4(rMyq|X)(QW8hOb{mU-u(;EzCNY^~~_<{t!M(r;nYKLzBa1vfYWz#?_dv
zRGArHKAoR}l#6GlK3_@Q@|?5#5IP~Og?8*x|9GjnOJ{{t;A}QEYa81Ogg?kBzSi2I
zUTq^t#9UT?ivs$1mCl@7atjOc*?C$V{|~{jcHR!oM%Ma!epXE6yS?VSQ-JTv)Uxv2
z@`Ah~wgFE`KKql<;j+5pS>6QA4>2bMm~%D$41oBVArpjO@5vBER}G?j00f=uYvr1r
zy<uI`1P-dI=d4|mXCwW+G}par!nHZ6<9s!)Dd$;7*mH^I`qG+kZBF!vL#^P$3*pXR
z@2~j3WtVvd)`V+w@<)P%>&vx7D?_7qZT7v)IRJ@*>%apLi`9ppXS>;yvmYkSllY9L
zimKlg8q<}5NTGG!s^Xb2=KP1`P?*N3^$aW!g9Q|;*Sz3t9MBwGrQuv18;&{Sz!{3e
zX;!drNcuUM2KhMhiXV~sB;{Lb`_ht`1^GGUzM|>;EVE~fi<IBs;0%u|Fl)25v`nx`
z3;!)W=%zOF)||WG3Y(ZY0VT|`_FusPI|=zB?L0%a8ihB3Im)+qFZATwK-x?nHRn3i
zsh&~G<h>#t9pnDG7(%D1nv9dRe4G{=;sNGCdyKmS5&e3@%(Cs>01T^qq-tZFv=><5
zMH*;%WT5__hnZqdsHhi6DuA8@sMT#1NOX%vbX#>q=D1AQDyU7m08DyVqPt9@?<p6P
z+85@Q>8Jk%-unTNe$O0@azS;J@LPQwWX{sa2n+dpaQXf@0^@Q<d9o4@B<)b$4Zcw0
zUK$&>KhgM=Co?Q~$PJ#t{zyM0mHm}|KQGsiRz-m15A9DW=ER7`VUf~7Am&`)t--P~
z1UjTuYQy62XII9z=M8I6=4UHZt4t@=mBtz^=}$zEbV|8d|LJA_Dx)--{=X-kQtn@E
z^>nN*rB7)o-5F_0ksfmdK%aXNS4*9jozPPK-%HLE{aLL2!ayB_mo;ZE+fBtbryVp8
zn{WB3GFq!OHMsUD2=JRlovjoGUs8;Ksq7iX>eh7a%l0|5P;~+t6c0a>{6OUSqfh>(
zn(!2Jp*=BLMxUa{5;VE8wq=SAX@zhq@)U_BZcNKibB82cXi?UmX>LBVD{FIJM62j?
zre@0e3k~^9<T(>i*5)*eHqoajva)9Bw=C<klp=3(T;xd-fA%nEZM3sak)Pc~wl`#C
zNwQ9n*BPfJsc}G(qL_(dP6KIgou){VME%Za+Zb<Co~BL#X^LcW4L>g4oLACOCQXuU
zptlR>>lK!d%|x*Np$-`4>xVf9rIRgRKr`&^%@HoKM!<7d4xzU3V@{U{5iaEj{Vfn8
z`$fk<=oS_sq`QNsNH#lwyO{TG(pe<>^DD!HIey0N6_|4aIrdc+*!Dlbn`Ou6ys+}@
z5lZdnPhwl_3}A;Ly_%DbiJTO_hnlG7RGD6(sGPJjK(y{dS5tNmz+){yui$`-g9GZY
zAu9AW+UMl(qUlGMX#LQ@vKY%#I5qMV1|-m&gVS3}AWJ`+N5Xi8*ScZA&{8;@h?3eD
z=N9=m<W&@u+@6hfR_I~Idp(ON8{cE>A}|FCPr=N<6huD9)tt!FCu|wj34X&GN6^C2
z^f&QT_)AMFit~BW0z3YJ{IfX!U4i@-1G7|}g5F}y4zD>KC=1hp)UhYy8>v~J#3vd9
zvSzo}dpCE={_lk(1&{ZdHFqjYkJe4>8)dH0lSt1N*<4w~0awMCD{PiglE$x&IvL+W
z9q@)TDYR?oUBlh6|84TaoOskP%KTW3uE{*TGBZ6txDMSN98g{TQ91f!(mB;k{AJLr
zK-zpJb>f@Ojutue1b4&!x5*)MQd9p}a%gRECOk-4roA6UTAiNa^gHA-$scr=nYV*E
zU20&oiDM;hmo^OAB(s58xfWz6Pu!bwi3^)Ha~_s|aM;A@ed@qQ>@ALPAVvf}K?@Jh
zArT@R;t21>h=7?}d^*Ii2oXNu2uEW?IOt~#TBAE$Kro-B#<FOPVR%30Za<09tvSuh
zKSFTJ>Z|Y!r-ul8h6k4aNsjPoj0k-G7s}rg79p@p7YOn>2l+B45ccwH&JXj31^Esw
zlGdLI8p+F6eiB-%$VQC4U&oEq-YCyRl?by%*Jhb9e0uizCl?e3&$6ZZbC%~B``@N%
z|I4VCBg1A&d-Nx?OsU0wzUPwlN!7Z4*KXujY9o*jb0v`u>C*kdfs*258ze9%s*Tcd
zF+n}BLQ`$B;-!}xy$2nJ)Df?hR9#t8R<kXawwhDhM(d~{q(aV87oWX*^+N|U@D51h
zNDVBJ{J~qgh41;9)8EE~MGEYgu#9bw60J;X&n7G6^3LytdVzzJrJoPxdmD1lmX@IM
zoaU6dv0*ulCc|IsV>xCGYP@U&W@szUd0~v4m}kfLpBNVwG&uhPQ95&!u2G}#VHtBK
z-uSR6RJI{4eGiV%D=LI;Zq_<z(+;&MdYJ#;QvLDTxVl!aDZRNf_P<TbWX_tJ5H>-#
zqatc|dSJb!O!gZUvk&*$H>xC>eMNJ+Q;q~vk%H#h9Eo6c)PmB0?8hP5RHX<eNU<qW
z8(A(?Uap?HC84MK)69f=^_5?+)9NPF&MOlbf%2&O+Xw92`^S)7!ACyR{&TcxA1S`W
zlkzmXw&T2j4J#M1o$9LH6_Pfoqo{^qPK~ht-wo@MYt^bc(K>m3vas#nBCV+kIq<bY
z-Ed)Yn|w1DlzXsAp4Nb{jX5pYD(%>4UprzOF0xfk?3XwyLD<SaEE6m6%KFpuCwI=e
z#aBA1q|Dd<irm67Hh)XNTxN&4!WvW9fPNV&7IBUcIfM7fuNJfR<ci|F0I+-Qz*bv>
znR|P$VO;8v+9~zpwnoH~#14QiD4r5PbDtf}{dP3#uFTN0$tz}4)!<`E2gQ9}tIH>4
zJ@Q&8z6b2M9<<}4ZT!Bk$8I`hWB}L3<4KQ4&GnES*TZ&Pv;&~VH7bDXj$w%-<7KOV
zvR0OXr|mvs2luEQ+&>x`b$+x6r@r)Q(rQVzkg|Nt4(ka!EZTWc%d;^7SoL-#UMh)I
znZR0%fV%&b9oI8<T)U84^{I&%8#R|@Q9f(O_M9Et-nc8(Q?8T-aa*e%e%;Yfw#HW`
z=a%_O3xdvZ{)ZjT^L99In>A~E)L9i$g#QfSvN)0aUv^xy&Ef<q!ZRk9zD;z%LwBcL
zTt6B&&jd3nwiE74HzZ$fzfp9yQlYk*klak%DEehHedZ5t?6GTcn$9jex^o6yj!37D
z8k1Nd+(U~kdjbrO{duK$fR3@5qq0Yy@>Od};i+32omeW5+yKno6O&g&fvN3<q3o4M
z+-Hr5=Py6>jCP46#Jm8+pw_6`oJ=Y66|xRYasM9O0~)0_<U#jafwp1WVWGE4(@@fl
zy!1s4>M}tCN#B+yJzzmvmqD7OP1USUDH*J-@{CLD8M=jb@UGFgR~{ap*ihKHR5>Ki
zbJ&6>0H>{yaRp+=v5dW;Gj{u)UQt+>)ggCU)$;u0c5=9LCnk0fZ|(QP;98s~cEk?1
zyMg;5V%2;5!M($96;k`{ie3V(+m@qt0KE->X+il_sUD6?Su4D0goCJ1m&d2HzCq{%
z9t)F07LDI=JHUbJuKuWBYRiO_yP~2wAy0G4j^-+L_fVpVq{R^0Uf!sECXe(*cqHDa
z(E<=^)Mki9C|ieu9}gVyD|y6kY!PXp2qBi$AmVrOh(FjO-elYe6*Y+XlRV;STSQuT
zLb*7z1`&UiM?7PTIMv9-St4T9%E^h}#7W(~D^gNgh^_5edAvWu<7rP-+U1loaJEPn
z(VgPZo~n~(1w8!!l&3srO(}GwXq!~RoEw5Em4`PgiH+L{?eY1rbn42~l#Kq<(7}wm
z(Pm_7o>8{`=&%OWNy!kO`w7fr$mY@3&#^>1I9iNEc{Wdk!*hQUp8JFI^VxYNQ%b8^
zlqZjud+tAYOL9jMH(4InX@|So$jkY`xHwWaB{x4mhpj-$srtJ(ajzV1=i8Foi#Lud
z46a2trH&mgZ3auZTNkm`csIpu2SAIv2w*{QepOvmmYA3#bzj^xH?ee_a9`95lSLN&
zlyp17?IYCF_s~oGWw$4$BuepYU6Op6Si>^pc{1&IXmu9l*y7+EyRkN_VWqypl03F{
zwkqp_l+kkUxF=U6_Y`YbV|m=BcDM(O8)AuwTXo0E<R9ef|BBVgeMP$F@^mfj=xB8o
zW#-ZVy3>`3vlFC>dijdPR$@`NlBa89M@K8Qh;F$^hqmuWCoAfarR=n(vaIr|ZYvYN
za!TR)HzoHJ@051(xb5w5&x}yxHqxEa^3mjeNm4v>pGxj67H&s*o=$c=v=oc7Z<UyR
zRas9bH<r6GZrYmMRix`8PuI<kE)5G(h;EHYM|~EltaCq+*j<F{ArIHf4vzNnB{(%Y
zxNEj0-yp*EmWS(O2S@AK2yU$iS9S2o#J&xrvhJ0eT{A_xzVdYa?C5CcU!q$l(#e-=
z@vguYrN2DfKsz{E4@Yq8ML4u5|E|MYlp&=)_UI_fs;av?ac3Qwyu5FcYpR%)gTv5T
z^iGD@(bA$eq8*A@YrJ<d%npDyBPM_iLD^NQX6#D5SSEwigELZki8(YpOb%IePDa=P
z(niGuxKRX@uWav>ri>TiJo0c}J2+ZINN}4(xT;e}laI-@zx94h94<awN6OQUvZJH*
zb40gUq{FSS5B;dCN(ze0vhqr*a*ibKmd6z{b95M7i+f>=9WJe3B;4x}YmMIvW9<NF
znIHks_Q^T`@~i5(<B9LdXOUQ<<HBT-#mz9@j*yo95#f`;CHhuCi57j9xK|!mEYS(_
zxH)#Xw5E@6pB8bet~s6jxjdbinYr?Gd3JQPI*;hKh;%6KPXaQt`Pt+n(c${!ai`ef
z(!x8!-5QMhC!26!-p$AVO8!l*XaDT)fj<uv$m344!=-h2gu6||ts1m0WtceQAnedQ
ze)>z+Myvt{tcv6*OTtiQu|n3y)o86AVQvq=EUxVs9UJBhdCamfm?;Kks(PS~3qMue
zob1?8yRBk(Rw;g~dbY@Qx%ksYg*?#AFhB-RGc_xXc$U^qdL}`R=b1D|5Aj}}CC@Y4
zj)#`xQ8DfiixKzoW%bz2aZSN3CFNQ9xm7pSbM&q!)v3vSDWybg80X64`t5LOaUJ3A
z6mhFowsABTXUK)UIn>kBUE@T$dGd7g?dWLT9MQcTKsR`A%A0Zx%e-!m0V3UkFmx8(
zgoSo=v@DM379m#sDJ?q^Zu`6AVmkm@Kt}+(#Oy&`t6KGDN>y}Ov_w9Omf8{0PTWMe
z?EfW;mfHc)nmPj56Ou*kE_S>rSI1XYxW<aLXr+7>t+FGewQ)qa`u`=1*4P2iqB;V2
zH6)8x40JppHQ06Eb&h<oNmaw-kVRi}tsNjOj3dCk!GMopXl``Hq%vPQ8=4z%m19Fx
zwCm()*W1z3Qa7TdEywj%0XOAzc3^wTnBszx;;fR%RV#i>DG=wSg>7QP_CGerV{Z(D
zZT3HCeH?MWA?9+`ch@@>#fG^_9&@uTCf3ktLwWlHFn9fua%XIqkIQ2|X^TmFr&Dge
zEn=!Ce@l5b`gvSW%Oh?HgUITkK99@D$pa!{)!dsL^QAkSe0~%ytPl7xcdI<=HVf3Y
ztd!09QM7iCa`R9C>NS6)+#~nH#x;{1EyVU|yFA_t7I*=4w4RUX4vTcS<1>@k9e)K|
z9G6v8P*(NBBuARuP<>W`W1{%LsS1N@(QVmbhf7QM2=_(Asy9$I)@|8o2S7{x2;lwT
z{HoflIR2f`LE@zXjp8u1RiCtUb)>^}k@!2y%V9Fh;@Pvyjy3gawcfQZOd~$+a9vQl
z^Qd=g(Lbs8o~31ui^NK|M;`1|J1|<+N11puI1|_4F;h0Zu%Mj%T3<D&+_6k<*2w7!
zM=P<??Ul#fXNOBG{s{M&h+B2XEsjdLJGk2{M?Wz$-;k%<Z%0S#{D|(jNQXOk8)gz@
z`^w7M@MK}thIH3ca=6pWlZJ`7Z_DEzu*0S0euR4>7&jl|MPrJK0i0XaJ<~NoZoKHZ
zrmnUk?jd>H!*;l|B9L%T1>@dmR8>}CtJdG?7%lw_x1K}vei&|xhVqCtw=jo@))5l;
zhln<yrJQWvM%ljL9knJfpL^F_t@ap8t<U*6NlTMtI}T25uxgqwaJcGNn7pxQ7mr(#
zwH6-9bhH5F%@<;!KHlZ7B)Lc2HTNWCimlBFdAd`UbOIb5L_lzK5J5n}$!20*Efd*Y
zpHo;+Rvyr~`AnYmi(uCF!RsFBJOhILM$Ads=P^w^tq%4pdDw4kVd+!^g8eQ8R%$To
z$F8m{vDm+pr~4t8E;uLY7zKj+Ap}mg*!jwYvgy9Sg^NGQbDp;13|N^!ONt5fClR#j
zre#T&$jy4nUF2#aX5+8&cxSBe#NIZY+dy=uMLPK(Iv-q})J%MsoRx?B!w!yCJ`>!p
zA{-voL($nDQi8M6*p#ff>mB{&TB75d9PPxJo_|{7`q)~gQ|pr6sV7vWaH~3T{)4iE
z%@}1fF)h|*owG~j-$0;L<{~Do0n?Xd4GUP870=F8sCF^5xh{(im58h{T&%5pO4Axc
zItZ{Vr(}{6&>SY?Scl+U6|Co=Is<7thAsn7L1dKlKg0r-YYrD_xCz08b%F_T5`{Hk
zS|DKnU^7}*MCVix;h#|xhAwAF4@Sgle`~~y@Q5MH8P3%pVk3FPCgBks+V5T0k5F@`
zpl=gV$%f`zb9tzi;h}iGnF|==%==D>6|uEEVq058a{&XLoDtdW%<qrTTx>6o*wGfz
zoS01~Yy=?Mb`lt(y6t*bz%=ac@^n4J(`oh2oa9a?ZbS};DedB;x34^0KRY;cincSP
z{z>H=W@n3V!{p(H+re!&rWezB8j<H5rfQ3DBjw>n*}<7pwd+KebHNj{$H~Kuw}Ue$
zX44TGk>_0SyzG2=xXE^K=Dch=H6wC3Ov@IFwNM_e*bdH|mQ4p}L=G1`3Hug#xLfVu
z*d*-SGUE{@b$<rW!M;--=Po-Oa}G8ghY@*R1y8}gM;@-y4$hoNOb25`4i`L+_#t_?
zhwb3Zsk%+0YCM7`<~|pO&0-YlA9if!#N6$OH6Y`JHxcV!4;Lx6gHX@g0hm)un~Ryl
z-nb+u=HiKt*`;C|u_sIpS&T)!Y6oae*K8>Q%Dt~z!5s_(XHk6b+QFGqUk@YJ8ZW;0
z>;TNUq;%wj4iH=MoeGmf7RC3O9iTatlunS)0i!RzpXK3xv4b-wj?!TevBRC0hl{((
z=FQ%mH%g~E#12=Nd6aySPqTwFXNh)<?yd};6PhUx*VqouoD)iCGX&(EM59V$u9j0m
zo6AGC3<GJ-wXCg{%){Kqh~AJbvD(OEwF`q~&J;;CCJxY%4gr}b)d|9UQ1M~VO`fht
z7&_LRX|H$93^+QuA#ylO4i$e*zEmFWGCR1A9yRx_$U2Oe{3+si<Z--qIG20W84DuA
z!E8?vXRJKVI6Iu{JnGGNM}`wTy)!=yj>VIEvK@{&y>kj;4X8;HZG>&dYpNZ9IlYt4
zN6-NxdvXWoP?>xVRoDTVvpaA3f61Ylb^zw=&VJ%ECbAp~p4_=WK8F_C0h*IL7yZBF
z&|*6Pb8=_@sB;K&JH_T&4U<6@oxinqeCFIvI`lxV<I<hKV7ABQ*`BmxGiP$rnFRrC
z5)DB3PQn&>$gN=@&8M+BZ<CHSs5#2*@{}*wQkv5?>Ewf&que1+xzm=?oV7`ZBSb|R
zI=23bJmT&!h^$2mnYBp=DMW=BcGBi+@}&Q<APqNZlg?WRAeHJSV$P=6?(CPRd)tDJ
zJ;TkJHRha6I)fo{xZoL@ABKUm=y`l(2WQUEJcd{U;3OIz+n&eAb^zuKO*)K02QZ$i
zwi7h@?@Yo3O|c-q2$NS950J0yQ0X8B`Z1OcV$e~gA0R3wX^L<^$-|wtgEJ>-($Nc%
z!v#;tJSz|PhaH?bC3B3}HIUCa%*YgTE^Y#=ta8%;64<5HPFgT$WYWnCk>?!dUy5)p
zdAK@uaOV6=I&C3xILx*b;p)r7HL!y-XIs+w3juHvjR*BwtmjrX3PWkp#5J*|w47Vn
z6wyYCY1_s%vnDW~0OlO531am(+Bm64RPZ#c)?u>9qGfAq2WZZ8qB9->a!3j;cwSRy
zYdAKqNnNqnmDk;FM(ZMlrZt^sbCW72;jd0?NxD#?O8u41PNq@LG0RRZJ+J*o$3d{!
zEyJ&2g<rr5z^9!M!Ge6(v7kvXpNwYa7z~{VF(31(D${c-%1d&m7v$s?7P6U0>Rb1?
z>iB&qLPVo%7|KktmzniYzcF{pI;bC^)<S&^r9yoQwFc^As8vuOK&^y22(=vQO{k?%
zuR&$AN}}wBT7s|_vvH`@V#wzaxDe`Ds0C0@K+T7G1Zp1CgHV2``=I`ZL92VA<|3>T
zYBto}P_v-!fSL()8&m~UIaC=_?C2H983>#TRRT2$stD>Ps1<N>1JpExT?=(9!m^<X
z5OyWhWP}Zcnu4$aP(G+jpz@%4LghkrhRUIoTmU%%fmu-Fp_)LAgK7XZ7OF1P7$^tS
zXsCFoQBZ%O=$^)YO}|5pMA$D-Ua0S(JWyXkjet7ot;G)2%E6y}jKJXt`~Yeg)Iq2r
zP;WvFhI$QZAk-^R{h|H^)eq_)P<^4Ef$9VG7*ublhoO2wJpk1M%D)=28{{&mhcQ#)
z9;hw|y9=rl)a_6mp>Bn04^;})4yq8U4b)_)R!}!XwS>A6syWnkP)(t-p&AcG{ksw}
z6M>gQWk6j9)dMh>K&2zBJ5)WW3!&UlZK3KwwSaO#HG)cpst=V2l?s&rRSPN(>Q8nv
z_?7cRnEWs9i*ryvL;VT$Ez}=SpF^F6`UL6>)KREkp$<cxhI$9;C#W}|et>!v>N}{H
zp}v8tg8B;T89!v)NM_<;4uER_T9&t=E`iz))f4IssLoLPpe}&g3zY@+DpV7wJx~px
zc0tvJdKt<AwG%2HYR6F2zrWyk7|ic5Rrva6s28BVh1w4FIn*|&PoTC!eF(J$>RqU(
zq27ji5^5jR<52&G+6?tF)F!AZDE~&tZID+0iCWd;2wRSi$DkHN9fg_?bp+~msQ006
zg*psX3Uvso2<m>AbucrBG4u5(W-6c#p<OP6+CLigZwBOE1eQSUf+~XA0W}S3J5&MG
z7N{vuk3;#OHbU)2{Oh6e5T-)qLal_#fm#AJ0cru%c&7Y{A95T5XF-jHDua3i5tcxW
zL0AFQXsA4>QBV`0Mna8+@<NS*@<4f@MnDaN8V)rOY8X^ss5yQ(=?ysqf!&~PL0BiK
z!3b*yH63BCpavqWDO7)`45)rkZm7OcPN+Um2~fSE&Rxq)FQ~InJ)llsi~83M@;d}}
zf%*cf6VwT)j!;LT1_0rGsP+gu0M!oa4X8FyuR^tgdKs!S{$dAION4EQY7VspswtHJ
zamdDy8=*3x)<I=Jt$|91S`JkYYB7`>YCcpQsJT!ssF_ess2NbnP}89Pi<&qEDiLA1
zPzl3O|HebcA#e=TdDP&MQ0JgVK>Z0d1nLi{{!nM3`aqq5>H+mDR41s@Q0<_8f@%r%
z15{(E-GIqp%CCHfKsN%vfpS891(g8x1=Km@<7ZH3p-w@ahB^WD9hBMi>4<5&6S3v6
z18Npj98?+9w>Va-2<l6yDSpV$A#<TVh1z`sGsmIEBJ4w`QBdzed7utL4TE|MY9Q3>
zP<^3Zf$9ZS1=R&=8&rF!r=VIvZN38auPNjs2+V-m0Of{y5XuR)7AgViKB#j5Tn%*=
zY9-WZsKrp<LEU&gGhab1MA#{)yP%Fi-3j$Rl>ZLM1CX~vy#X}`>Q$)QpgKTRK<$7k
zf!YpL2(<-jD%9gp`A{37ZiZS1braMYsF6_1p@u^(z5(@bFywp$_Jx`YbrIA|s2)%=
zpt?d$gX#q3gX#d41Jw>{98_zl(NI}XUa00!!=dUy4Tf4U2KBE$q#J>Kpj=Qrpqx;h
zppv0(9Lr2?s8$H81=SSlFWfm9P`^XDq0T@#p?-l%fcgpQ9Afz%>MYbZe#q01UqXEc
z^(oXBP$!^HKz$5#6zW5$!%*)*y$y8`Y9G{FP<x<WhuR6X7wQG5e?x7B+6DFGSk%9l
zAU7d!2h@6~e?qBH+o4uMJqNV}Y75i?sHdR(Pz#`DK~>@fqylO_!b+ehnFUaD5S9lu
zi~e>3r1`os1b6C<h+#0)7^s0z*Fg1$x(ccv)KI9tPy?X)KwSdW8>$ynFQ_h1J)k;3
zb%SaH)nz#9UvtP#2+V{s-k20xK{7dqh0%ND%QrJcue?=I^!B|SiiQieK+&ki<4`pC
zvJr~Lh}J>TP}UkK8gX0BlwYB7!o>)rA<G3&G_vZ4q5<GpP&8;=21O(6MNssMz!WI@
z1tS-VesLKOMZXJ;fudiqMnch#X&xy0-ESB<q2C|}BanVB?FU7_-1dR$gO|e|P`#l#
zLG^-a2SsxQT0+s3hQ?4`@NGI2%@L^s)e&LIP&DHv4vI|-V)gG&WH3!&Is-*>t$u={
zX<y$#wZtEP0o5Gp1QgBbI|kJhVedmVhB^R6^Elst%0SqwP&5zrWvF@xtAg^oA-6%&
z?B}PUTnO6?<%HS*l?=5ODiLZGR07mes5q#FQ0GyP=0VZ=k=anR*rfuB7Uq;d(Tbvi
z96yt1@F%xmh=CSn<=|^tKQ<1E*13&_qNRCWC|W@{9Euh`4u+!jn*E@(Wu;J`A?9vS
zv<$Zs6s;s~2Zbfjex)TOE#7VnMT^YSp=fn{9jGISCK-yh9f*UX9T3h<WQw+KI15Ev
zOq_<IeKEd+qD?%$fTCSTPC(H%DMz99`4RPDNZO(1Z7AAIXCD;p>+>qq9$fb_6m5sJ
z18Nt-wnNb_Qd^;3M%a^3JE1l~?SNVjRRyI&y#TdxBI@6E$R!Be2DJccE0iB<3)C#A
zr=iNAo`fobqD>~JK+%4ec~G12?F6VzP-CGsLXCpj0Of(A-D3U2A=e{tFw{Dzeo$+n
zdPAvD-JsS$b%a_4)dp%MRCB21P?=Cmq3S^`fpS4DhDwB52z4IyZ2`4^e?ZdC`e&f#
z<LjTG=0SY}MaA?P)Leuehnfv_1Zo!4A*h*9`=KhJ_Cl3G?Sh&CwF9aIYCBVYr3i8h
z0;fSe4n?OCZGtL5*m|fbP%4xUY9&-2)Doy%s0C0tP=2ThP_v-MLrsSo2c<xbh04DX
zat!1|sL@d4phiKBh8hW#4dsOz0p)=j0yP4vKh$ujK2XD;dZ=|Ca$Ocbrg7E5hun?h
z)cg&u&1%J()HL<Pn$#rqq0Xu8oaLpnE=|c||J1~XU7gh~54+l{H~%X&MZIH?+u751
zYo2d<dDeBaru&AKmX?%e<(6gnwCnLV({szpvf5;ovW<`n%ChJrQ}y&~?uJ$654&D#
z*t+4u)s^*f3d(ZW4l@P$Iczm{ac&Vi>+}F?c|DChO%|?R)oo1karCj7=Q4J6a*nT9
zTd+-m13Y6XiYdPGoQmRt85O=9#K4Y@q_4+$D%sa=c;Md(f4j`HUOial%5c!78$3^_
zKUBGz`03MAp6A&g)@4M#(mY>|erh0n_fOA<>^qnK9i6;LUmWv%!oEm>H|)^h%jXm)
zJzul%w4BL>x#i`);vD06OZuyCJ-@MU>+wIyS@n(2r7`^18y~lDb;aD(9hA{Ytgzlr
zU}mPF)){J-p*}NIa<cvxoeVY7P-TWv4YkuyCo&9~;Na0zC<m(A?r=Sql}gZcJRKNx
zCw0^V37P8FZSfiL$^o_RN3O1M2h{!_xw^6ciav6UVE<Kp<hoG%oB5u5+23?rHFyp?
z5c`1I_?T-f`+mkT*C6ft&7Q~D_pQ|2=MoyK&pn@z=wvxHs}R*eJ$200kzMTi*yUya
zjr-VjaoqdrijQ3vCB4sbMFdG!D5RB!*8L+_D!a1PaaYGQge$YzmSWl!jaHq!wQ(Y8
zb@xZER$5Gi=cZ7lK?=WC9em8yP5ZtV@S3XGPbD-qJcR<kuNHpdYNL5Pq{mX(eAUW@
z8EW>&t`rwoDwLFgwQ7~K`yoD4J^6{tnUJt0q3X~>?yR_~)RV3{zbE_H!M~SgwNXcZ
znA%<axmjJ8`dsVOr28sU6V>$}rnXSmdh66xyMLIPrEbV%w`<n0x=B_0KTI9<qWbfe
zy0zo_FKo7|PF1s2b<h9KGObyqyCwVYvPySb_FrzLyE*&MU&*{3P#>;zw{D4o_3n@J
ze#>fIW!>_E{8^Jr*}c>i=fP1KXn%6P(%p*vNvow4!9eZ52}|8ASm2zc?q=-2wM*%e
zo!WOtm%7`r!1GJps21IpxjV4`Zdm3<f!?{y-JbpT)G~KZ_TTYk?si=XBR9d@yf(u~
zGcnj2WnUiKsDZxkP}^I9@9V4GCnhvte>!ZryJZ%A^?q${%S85-Tlmw$f;_55cP*#n
zZe|xd>EilH-Zkpm%iWE&kL!}W@2fv8cQ?{L9!v6muBNSUx747%O7?bf1VR;6l(Svl
zIaD`?H`&R)Z=eoNNytdiNb5Siuc>oZxI1c5E=}>SSD#(sZlZns557IbJai(Qw^O|J
zT!HL43fn!KJ80nYu4iAXGak?hH@Lh<)yr18n`+Uq+ap80d8NBaU5c)8s`uJd0$N!o
zA)}54bX}@<DGO9jKH$#OE?bf6{ScR>t8w!a8gTAosooCi4@S(L>Uh~Qk9*w>HAl1S
zcsHrtjgOn_c=xI!jgR~5c>Aiw_v(r4SJyjTU3stjLd{)Ax3{yKxyw)o)Jtf{smkhl
z^H`v|b)EiK1#a(Ks(Y2YX$qy~UAOm&G&OCNyMg*}i}*yhmYA#3ysxCOxZ0^JSGn7!
z>KS!iJ?})da+SNA=5cC0Z)rVtRYP^&TM3!`Pye0fy#s;iYL5j*su$JsUar<ztuqX*
z@BLftzFJRpT)MZZI&!tUxtEZdr+fRQvl!|LHO*I^Uoe>+#Y-3TPxs!03xrynTRe+B
zq4@Xt>E1H-y}Ii`cOwt|#jJGi>Yym|OG~Dke{x^C_m!XvCbJF5%nM#i_g<+sTcg)#
zZv$4}2CUIju%UtXfI4A~yM>l9hZ=a#Hb4s08T}H{rx8M2hBq&Rg$XSHo@N|*YKC_e
zz7>*GLHiN$@9)p>{*Ld(yAOL+@vqNic-!KkpP`<fmcXlD=Z4;eTG+#v>0yf-dcQ$f
zx_auegbc0D{oK$Sr<UBOrz|1U>rz*;k0S}YZl-rYCi@GaFmimiVoL+=dQhhKDqJ9t
z2Yi2Zrgs6pPghUBAK!pi%Y~WVr7Tcg@sPV=H}bPQ)B7$ia~g%dTItGKb592fr^j_l
zDtmAoRC82!<D`RlK4qwP%uZ<7NTClx#+FSjnYo%>`Hbprq+OY=wz@GPBkrJjQgvr!
z246qDU^;7T4yvj5yBmjmSvIYp2wz@yzq`2>S(e&rWkRcD&23|~RriFZ+80gK2XALj
zu|Y%AlGJ6(+&r|Q`g8Y$MlHyxkV|^QOW|6BTN_%vX1TjTQwkMJTWf3Sg5}HI8QP`K
zu}d{|aJjo7OWxMCdWsvVr_RMSZlXa7ZuO@1;C&Ccn`(c%ZG}5iOF$!}tbuyX1MZ|o
z!34a;Jg62Me>iZZ?k#=Qw$B^Hvs~K4zGNK7A8<F(qSRWyMB-3?W`DrG?Y7R{uxD`m
zrIQL!se*&^N-Bz3HK&BnxYwP@{(Sj5_BdpvyG}2V2I|T+2^qXV8mQaq8y~c$31C?d
zx|^^+V*fR4mV0ZcAJ&mAVeQ;Owdg^2a}7?Y^K7eBtpOrDAv^Vk=b-x1gYKqH=xgEc
zj8^8LdYZLHT7I`=?S`fXuW_eq>gF}>rfSRKX^C-KqtT6G66&<pSOmM*8;OJJ#`W%o
zT8?XtfUa@#>m`Akp5;Lu_EMq+v1(Vup7RIQ!4J7ZYp8x7lT+>fMNTedf1Zr63dLKs
z<sr9wcm{4^Peae8>;_IMn2i1vYaP@>U$`?G(N{C559-Wg=Y;3Xoa)2#ME&~<cjis>
z?P1TS><{bYl;E_ez?Xv0J%6*W66qV>;M9uq4n|ihF{d=Qcp48J66aluKu1wQu^z6@
z_>#SR9Z;9B|C+;*_eh-gS6r1k9j_n7<;InJzH~PtQg3>^w_7~BgdJ&~GpVG6dT6J=
zbgz$lqH6h9?laeG?+~p$Z4piR^sd?~meE=9T;S=1zh>VQvs3gmI!_l*cRi53i}Apo
zp583b!LBTunv3>_@}iHHi7Yf9%?^cK<{8MYbg{6!5+}XN;YCbM9hipBVW)v<=xbg*
zFs+%E+1Z{6>~bd}*86tq9Rt&}1bQZWrtxn}ef+IZeQsb{Mq_eyi|01>Z3_F_+)|dk
zQ>Yw28JO0v34OiLvy_wMv)#Q4imBtM)*Y1Auql1N#`6UG9{EyMQB;&$TA)>gfrHYT
z^rj1Tc@FRkCbRCZ&<XP#@|@z|6#6EY>))u$*q>fPe|pxNOl3#uDk{*gK)E{Oyp8qm
za*NB2@6?ln($H}}Hz+NW(&z0R=e-11BHMX`b3pAfI4x7FAOqvPR~ZqpgAjS+!}|4u
z)2LrRn6mt#!4&OI?Y|FMU|%45)j02C`k$Af!OmgTQ7c66Q*quMLEoVnVm<fE(=r+3
z@XOO$P$qg0#d+Vul_&+H-8rD%ad}!JcHP>`)0%15os9E-s$XZcGY8azm#3lDe|vda
z6D`eu#CelYrIBXV%2B^sZ9XIouPyzDq&3zme#3ZgORD(nD&8?si-)8&(&FeG@9nC`
zL7QZPd;|Ns86~_=ytgmD*6OIXmlUozJS6Rcj3and2i+@2)Vf2{8ae2z^z!NI>6;SL
z{q)Jr{7)$@shFNqRKl8EwizD<i`AI|;7UJ9P`E~~)N~EqT-t+^J_pomBU;wcEBBSI
zRy6;J*R0&eMfzit0)i?yh1FqySHQY#rMzMq7YY^K2otKf@yDh9f+<t=if>$5<}<3g
z5hhe|<FE5dOUlYb*GPMw_DH3Rgc@&r=GB`=>}NN<S?4LRE{kM3&R)owS-{$6p3f*E
zEwr$NH4%C+azLx~Q+>JYNlr1Cf#tactm&gbM4(++mW#@w1^cyz!@O@emws&#?iUK<
zH5t!qBff%SR)}TnRhAy(6dZ5^Q3z_0{=}vL;FbEO7v{2i)sGhl;}4BH$_O!D2q*;g
zq|7%xx0Kp`3gTF}!RT|Ea0$*-Wv#Xm8E&y09OX+P^t>2FuLJZMocg1k0uVL7?~Dud
z$1?>4-gyYBP`;|F9G+I#QF|)X_dLpOP$wHiD=X0Q{D7J^Bdrm&T%O;(7qF&;df9#3
dv0nB87J)LsQ1f(Ep?oyBR;}{Y6%~`Z{vW_m(+~gv

delta 173839
zcmc$HcYGAZ`#-yTCAkz*AoLIjkkCW#kkBCzLhoEc5=f2|(xeCmR8%xT_*`HtR23WD
zs4E~4RBUt`peSI&Mzc5I`#jI=?(K#gcMyKB-~BPWJLP%a^UO2P^tp#G#GU^tZpX!T
z&g(<#h8CMMvQyLMmKOV_q$g+3Ov}uf={(lHiF56WR?fN|S~&AcTJ$KkrsQO&7N!)G
z76&937UU$)&S<No3M$Oc$ew90$Vi<xJ2^WwIlr{nA0ijzWlS$DfDq@^_AQ)a+BY+s
z3UUhb$`U$AQqf0JwQ7UnPQ7G4_sMTF9mmwK^VPnZ;5e#%S)L#4IHY~GU1W89s(p3Y
z8|pZ&eZ|cRcAV6{M&Gm9aYFmbji2r~qJ8Dh8R+=1zxG)$<B;PM?dzWRvK)uCuelQr
zI!<X{^P4Yre5`%lTl}@NMwjlwVdsc09ek1eiqh!fRx3wFI=6N47d~|E>C#E~#CesX
zwCd^*jyPG@27arGtyvk_g#~H(rOxnfwVfxs20*NDyEb%w(={|8{)nTosamyop)lWZ
z%GspbP~jtIPPcEJ-D1Pb^18PboNxDR<2=^mcj1sTv488bUwVd#&eXUzWu5y-g43r@
z8|Tc}Yt9k<+m!t;&MG*^bPsnXy=-yr?VIi_7|_6ZCBe$Fr-}7f&lPJs7xs&FZtM}x
zW<MZU*vlDW9p^v&#ya=*3wQ4C5#(Ihe}`akwiz(c`9$9aENPu+Eqi>xPLYbu(H<aD
zkvWFp8y1(tfp1t;jtB4!i^;JD->`@rui_gPkK-u5VbM4);2X-#QOyj_hxitVZ&(_R
z`uK(=;b?(xSPG85<~rbF5jgDNSy&AEl#*Y%ur%87QQ7&yEd{nMSqyfzO$c?y41GiR
zsO;j<!vafsL74CCF#IRBf2$B&);6KPfNvqrZL=cFUKr7of0dn09LnF=<#u8K8}_CY
zS~hvq0>v-sq!8dtni0wpw}`=Ib;lGbsWy)-<!{cIg8^mJ#xJcHfA3a^-(un{#lQR$
zq%$Ry`5%y~mwh@(?_ZWQg(=ateJ5}TEc<{|qpa7o3?(4wuo6&q%ATwEMI@_!_a<j@
zKj*@SmGtMDNVc-blq@Cgy1`;V+4j``DW90FvZNWyM5kZzeCN!JbIzpQB)_s*j&=fk
zgp_TY)t_FR_R@M~4YOkDgCWnd`?9lnoa;F<e|a}|BM+Zu0vZ0?Oln@XBR_?EMgIse
z!7IEhu}~C|HY-^LUiDuSYnLsZ!`X4+gI68rj3u?pZ1YC(#MK3$2i_57Pt9M%d9_~9
zlc+#mYqOYFrC{gMIU!}Q-PenPo$uz7ZwM>@!q3buKL=vyy=Xa4`sL!yoGif{_PW@d
zIfsC5eD%O!?vHX|;NO6qds(uUWi7eR6E1vsGLJxbw(Js{mepT+SriVj<QIf_&LzdC
zo&H0cl-<89T7Z{e=bq)qoIei@DtmIp6bU`btj>WH!pa8<^~>g$Hl?q!9jiddm>^<p
z?Xm`JlIvr`<5PH)fG6*z7ZzJvsLfXF5q-;cKQ)$zMXX)GQ<R^n%{H`xtR7o8i~A&w
z4|ML`Vq?o1nSxl4w;_`cZb(ogH)Nk36l#=(J+1lFE?f4Dod*LHwqdVmE~~pqVYBGD
zdw9?rM{Bd#eWI21J`4oAyx;=Q4j&Q1%67j9#Rl174HKZAo!f3<>)T6~vL2g370?^9
zP={SwAo-LX-=cV7Ocv2rg7W$hXwKW_qFMIc_9TUz6|$bVQu1M!KY>V(?9}1D@v;kd
z*~726M97Y>luTuTuT9f<*G4bjvUM`gm-E~nbD8h1@f409t4E8WWlMMSk}5m5htn#H
z-#br>Quf(CB|eteq;dx*9<%^*5%d8V%S#8AaIflzg<34>Ezyr%nJNXa&EEs?x8G9W
zLFttBI`}Y;xqlHCmb2tN6C1He3Mjk&P6iJ;Uc!UQO5Q7QaZ)84z~YmEYWxSFy{JS`
zJY{bjO63trT^e+deA!FCK%|r-JW|;kN0q`1c(M-L{*Gv7r+<g=yyHW8x`rU@)$fWv
zWfxCObdk;ZNKbZZGLYT+4<rlwM3;>H2kF?5|G@w0PbYA4m;+YcQL4%Qxd#6IPAM?f
zoQCR*po6}y%`TNner1WD^MWiZKl7L_ElQQ`dtVH6vS)(JO26c#;|zGRHfv%LYn9bK
zm*^t2V3p*@j#<I<Za>ex%YweXpNC@|2|py-h|Z_qxKfpk_>LE&v;0gQcHe`Lx2b_Z
z;@Sn5nz1&kB^$d@9lTfkpisW@<9tpTv2+XtEHC}6L-#=q@QJzP@+n(?IZcB?g?;ph
zXkp(k0=W#ns;fCH<^ag?atLtTQ3p7l`(+HJW29ynSZ4n%laoU6#WKlnbpwbP^oJ`~
z=xbpc!o{$%O@Hds#~v5`*^Y-KD@%-kG_ikcxvax39}|7qnnwZ9hyNJ8EoF)SDauQt
zZwi_F@tU4)QY)yRZ-hYse9{c)F1az9gGPm78PQ@Lxvn6%G?iud00_1gVzB&-D7bLT
z^-aPIUCMQj1KIf25bbTVz?Dq~k_&kh((-eUOTO|^A3>>^fKN`a30XYG))7>NtZe;9
z(3E`80SHO{3L!?=B6>+a@_hk<VinN-ftTsE>VlGCG<%PA6>G~+1qoVl){*@}gmeWc
z8nN;xz=$310rYo;3i{H703X)&QOPF9))cso%R9n^B1$Vm4(`+PQilch0WeqU2+-b;
zAw}V}&H=v#^#oUal&{xUg#?u9$}7SJu3FSe$PFTdhZ?ho%Y^x?K|kRF3)(MG>n=z4
z7upH<NxdL>`2eAj@(HcHd}g3fOZnV;G?<lqDF(=qgN4rAkCiVH!rA(LzBZ@%>0tTU
zAy8;UiWSX=fX(H;esbG*kRtbtND#v1SB8NM>05?x=u{zVdD{qKzAhF!cTP0RQ%4FZ
zis#h(A?cM-0(6ovJ~5Ub8w0Y_k*+&VCC!i(oBb6Kd2u`_0Y!2q-Uw#pUx}e|=ZV5-
z#jnlhkgNGZfV^vxkgO8R1ZG302zkmk^a6v~j_<@k`QlXJUV+6#i;?{M3A<3pBgxPW
zdQgcEnQ6$5eJokz&!-Dhbwt^HL%@=t@s;mS1;yvsA$mBw{w>%v?0Lu`GeDzUfD^w1
zz{_Vs>GRmoQ3_{!zXNMf_$S0}pJAjEenGT4@A)WLe$ycg<4NR*Okt6ZmwY@6G=)=B
z3(zWO<p`;YCl%h>c*#%p&($PMG3}p9WGv;^@`MCEi59~^mwOjzA|w*$et@QKk3XpY
zPld+lUm~5KF9gdE&d~=nWZQleeP#c7DjgZ<DA1|&5>HB@a;F7`5~b36W1%W&iU)py
zta^fEmPZt+IglX-k8#X0sM87sK9pNH`!WIA<H_{^Y4-<>I(*|46l3`kO<<HU^klJ@
zprPFK0hB@B!@?LnH45H#O0qiJ{v9mWSgOxrID=5D{KTWebiMq*(<XN+t|Vj2G@U1;
zBTfTSw5D?53NTqNosch=s8VC7QSzeyfi2?U1bWR#u)|R%z}vA@O(}ymE!GjidS{Xc
zFpUzZPB<(11q$Wt<2Qk0J4S(UGM^M?DkP@u7N~{=vI)PcmbLL3l^OQ&!`Y(Il1bjM
z7AzOXMl}^Y&2pRdnkQ9>pwB^2`!*QZLiG)l2R<!KQ&LmJsTlF|XH*Sf1bWTy&~CAC
z$nO1{gfB(*OkXg4pS>V_!^%g2=dl+B82rI2H+zFO3o!b_Pq}D|5UYf2_$S!8DApo>
zzg2)y7exkpL0<E>3)#Zzi9!>$;SXrB7mk(u<?x+ChRDv(6X!GG72yY#wSbR6<-k|b
z#=<9OR`43ySoo|VzbFg6m5`W&VIXNCNN%`GXwCg(5GWK6CS>p$E!TMi?Erm)QHo;c
z?vpIemQO-MxEE_X1;DtjIqO{n+PC|uU^!(!=2N8*C7&zDYEIuUvS}eNdQ$*1N8d0i
zi=x4S41)tOtZJkvmN@~m^NWK<&wc1w^e$R=jXX>GPc%F0ZVHwo-#7Bz@Bx+?MwDUT
z`hYHt4C4e)RHCu$Lm^7eI)>7wZ^%m&+i+d<bspamEH^&^jVPx95g*ahNcdPtQi5Py
zy<B;P96qFv)$lYn5H7TKK{7k5zZNXN_nBUNQS$IJ8rr>IXd?e_lvqoSJB#L-GV;VZ
zR9GShbu*Yn2x6Gr@++)76u$0jEh&^<lyg#fm^}Dfv=tN#Bm1q&Yu5L|i^?mM!n4Zj
zmp=&``749bX%xHmwpiV{{=H!N)J2U*@5{n6B@W0nn%S*TCH<~qT_9j2!LxSg4MDS`
zqJ@}IZ0bAEQha_iSRV76nj;)?N3o<DAeE%!A@YyEW7Q=xAXF%rKeeo#`wMNUi$jnN
zI6(Jb)lQ7R+7EQF<kJv&(tpAPB{JkATK@SOS`11|NOs&05%-)9X3yRb<_Ny4>Wk+o
zREDATN+lu`Wt4nc6!ZDF420Bt6KHz?<hzAMRAkQ}X%yS`0JLGy_cwSZ1WJC`;g^^A
ziqM7;45IGuCqnmvzA?4D!(Vjh!r8(HLE&K-V5k~9&=Up$1{U`omi*WY^TEu#8Z0W>
z!e!eq7+`h}6`@N)j0pP*^gLd};3+4CiD^3S^7UF`7XOwP))609f<T9&<b--+w(?Ec
zh61$6|JE0wk=JsArRpbd3fG8YO7yf)$6tnyzad}e9)h6;cKc<iu|Z4>Laffj|7ysa
zBK3J|AxAY8)p|_CcZW#<GBj0sosgl|uZoJwKG6ZT8@l|eCuIQo`}O7WmZDz!SnMOv
z<%M3qf!x_PT82o|8)ibs`iKvhaTcSZlR?NZHHV^*S9K6e6seF(PwOPAH3bbUE6;@1
z>F>^>zNW~~(N}C2FGO32P)qLCT~v+H+8*L+g($o>r;a^?j(xDaw3k74a!?;p)qI32
z?}*h3iM~hl6;<nu@Ti;5pqn2ooBNA{6&@%z`Jn+?N>pC9EL^B3#|{#eRzL=F4JGHU
zVGf-2Wvz#a8P1Ya>hZJP!^GXJ&Iqv&D;q8j2Ja9SkN~~UT_eQCtaF0+HQSd6ffGjP
z1E-A?8_S=MfEqyw&=j&oBgHS+mC<59_Vg$v?y@mrGz%RK{;!M`YqICZ!e@suYTy*$
z5;IN=XRnR{F73vPU4-x0;*nxIXNf(UEyLjV$3t+!I0*h=g4l(nkJqQ2J`n;hjEBG_
zlf>%GZ;BX-Z#9`PQ6KH!Nf2$(M2Pm^WT5fnBv)WlR%fzU%z951%UQc6AQWXDJW6<s
zowtjFSa}I=vxP_4;)!BkaY;vK+{hgEs$Fa;yre}5VcnC&aN&81BRq?buFf4PHgRJ|
zr!aaf>y#|EW9RJRV5A45m1MCIn~)?vq=xUC4g#K$tcH(I0WqCV=HbD6#<8iXVuTRJ
zuBMV`!Z?+asbU>gltQssTn%9yJDMi861rE2HfDy{kX=dDMH@L2qD`w1?c_{|mOq0>
z8`)Th6PB>@bg{2+KjnrkDif^Ei|Gz+QJ{&yG!jmGHtCX3ie7!im7PFJUDysLb^wW5
z*q;uupYWPKdI&3>CAJXCc>En0KZoUIimio{#%O<MiVcO2DVlHsA0$}eDBC$(9LIjo
z5~GBFjVbQQ7VERxS>i)#q?{bFhuE;QQ*exD(rjo4{+F!=I>mn6e{C*^yv1zQe;j){
zPwd3{=Yp!(vqM<Bd>G;#%mwKj?Zi+z;*L)2K)M(wY-Py>;u4W@GJOig2(h%Yvr$%@
zxU#cz@sk*VkoLSs9KgOSQ0RSrkJysg3xS;yoHb2sfNL*o@jXhEyt%;AG6z_0RamZ6
zSS}|qP>Ha<8KQ#~MG8S|@_ezKP>-F52ix!rj8Kow7i~TkM{it9sg3@FSkhcYn`=@$
z=b~xBFnBJxS6n5;YB54s(E_oa(90F2JAd6UCRpgg8Z8v>6H?iRh2jVylLB1qeA{q#
zsa;S=F;I=ekY@;6d!N{hJ-Gn#O9T>GQcuCk98ZaDgw;C6%@={5J6()RDliUrsZ`Wr
zakQ{om-geukntgl#39Z?XI*En6~l$Y?6v#F8NuhffB?Qm=Ua3xbYZO@5MLKQB-*U}
zIU!hlr3)3N*oAP%i6Q)3sLtbDnJNadz42lOt#&ydA5fd^S|a+1^}Di-3&k4jvn67C
zF|sSWx=@T`BOVfih59V{A&~cm5nSG4ovx@7P=$jY7FUUbyRs8w#R=@j!(u&g00oJC
zyOOr_VH+P2OT<i~T$2r6Ds~VHT$F7-O}T_K+3}@Ni!(JoA#B{EAb`4$fQ<XF+)}6<
zsgH?=#Ag&<ON+&HaRcYIR^>&}jxH1L72j2&J+mCt^lGt-$iWq2nfQ|u`eBKf#J*qd
z3a$P>@fw?30)`8+8p38c#RpmYl^8AqZL=VD=*F{pe3dwj{ph5WAewe0caR6ZJ3+C;
z(5}t{kM>}5nD{?2vm2Ld!^c6c`Q5l&OCJ}5F$5Khm2VWIa4}EJ=tgyIMmI7b2cHo8
ziH~=4Zk#ZXB|a(k6jya~uKb~|&<$lPuIR>sdxDunwPQX{ijx@X8!LVi>KKGw?F%xy
zvPNve9)AkLuy9z&8bG{)1+5bw6ilqqGvaX39}Fy(bJO*J$JAZJ6U|E2gAG}_R!uRU
zt=<4tvNKQCTS+!yBdAAb=GZ7U5j(q5j}|+0$DFXQ)`{J)>EK+)v#U>wZG|jOqma`G
zDa2*Z6sXtn)3`QdvA3QPJBwK^deLn3v!FT-A}Y@8t_Xlyqm)e$@@#iiN+ImZCb6-&
zkw;ypM&)L1MmJtFQo2#`OnzRhGZxq9;{{sfjhASN7aq928*ie;U3lQiE_mXyE<A8e
z7aq8v8*ii4+;}T3<-!-P<HnmEr`Y??i$epE^wd(vF34cA;}C1~g4nDM#+VB0xHs41
zq!+|UT6QjRFh5#kCm1D;Ck$Ut8NSvUzSbMQHX6Q=AuQYz#1gU~t}iqt^c4u`O2DWn
zpK{QP;v}KzZ{4AUzJMUd@9^d<ZN8Y6qR|#7IQ|B&1jj$!*@~CM4iW#+*EMpnOcNZ}
z;eDy&2Dl&!fqnIo*uqB<%rRDDvv^vFWS2IJ^DU7*s#PoQ&klTHsmmVOBF+jRkM{Po
z?97b(0+zc~Y|UDO1Mw$s73ag_)2-q?@EE>Lyoaam!-PHlHQATjp!*of25c7#;IVr<
z3?L#|^BrO)JXY@z=fb1<PI0~s*Ylw)q8$yHbEg=`X>?#KH%ejb%1$v6;>EozJ^_!<
zUxr2{lI50(i{bHWnfL%a=DY$O`$%^B6)^`MLtYi<aS8)j(NVwJ?A)tj0rzOn8oe%t
zvDvRde>sxve@$G){S(>B=28Q8`ZZ{rx5yOuuS^^kzAnyD(=OfxX@hoAuzi;}&xXpW
z!2W8N*a1j}?S>vnB%8EbOyH@SvbLgBmmPltCaUh;Cx$sUJZ@%Jc8gXX+>8aj3EhgE
zeWE{Wx<`ye_<O{0@Yt|N91f35d&CLw81x48*dy7NH|Wc}mmbsh5|pj{@!wt;DMYdn
z`^a<MK5+_s{ku;b3y+ceVLTJbw(cjI|L%u24q}#z<84&5O=cHnX0qUq#jfo8a?#&c
z@ywXb8u>|eSj2wO#v%@gjXCCMmMcgR=o>-HngQvLCKP}^^Hj{f8w}iJNeW~UqT~yF
zP8@&^cqH?EQ|!tKM6z-b$R@o>DzyAfu?GZy@Froa{gybD$Lh>ZTmVZx-z34R2qEx+
zwLI6l=DD{-E2R7WEinZi!`>Ftc)B*LEmAX{;=<d|mPN7}2UVKQR$HZT9=86V*hI}w
z!nXi<b~*I*zxWV}7}qX+)J(Cu?}#ITNaj1xF^ObvyhE}JdRH8&rrzPJN`qD>cf3ou
zUVoP&`oBl2nf)FSDSr=!e37i~`{H;7EL-HSqJ92-u@(1i%FcfvMy>upjPxU+w#dlN
zPRk=tw*3P@NUM!!10)o{eIF3bQy;*<K9a>8qOV5}sT`WK<JF}`EcSgUEnG@;Wvu&Q
zaUw73rYX}iSnx?`qRJ18k&0iQ>KAlGjO2RKG$p4no9+A<nv(UGEiOtA9wFXmj*ymh
zJqm+esNY8k$rb(>dQ2^Y=4{_3P<aq{Q@&C-wWj1JM6NzAj`yM5HU%D6FJm>u5{dZ;
zh9hf_i#8zn!f~Q(IYFYGbb@5M<%Bqqi!F-XcU7#*ll}M(5Wp2YgLcAHrZL8TT;r==
zhXlFpLvgH<_rmN97U2i=mJ|;lV8tBsk!a^~h{{d_J9t@=>alb0fLw7MZ}rEbRjD`-
z%2tBVu+D_hiXI#OvFO7=He)frL5@leLiV5dSPWE4yyQ3NrDKkv*u&V5ABzFN@~@A@
z$((3QyFGvPCt_b3^}8g$;}ep+&!<$)r@_NYGK{jbOUQ;qNV34CywxXNc87uq1+3^<
zT@)vsR5d4>C7l#oC{-dt@LhdM41yJ>;8Rpl?Wf4Vym1QJrASumv^Xh{IJZg3NzP2m
zPf25OpFzLn`O{)^2tRRJOoB)I&&28e6s?0jCodIrdgOMHU-@TZF9^N<nK*%qqa{0k
z1{#@|&mjvtItw~g+wnO}l0d6*Mx4&;Moem2c77U<|Kb@KK1Z@o&QPn<^9$m+_6u=J
z7<L@ErN*``A}c4gFf*+O6HrFcUqVAjpqdrT#^wez?@O^GN79b%d;@gq-1lI=*PI0_
z{l%9sxQJx_XT@}`46V}Bl2e)RJxm5bgieZQL2^c>=Gi;|KT9=}()Ju7D>+9Zym$_#
zJ0jVH^J1o&d$6H3InSi8VR7rv^CZMZUs3&9_!ZTH&%aXjzAa1G1Nk6~5MQyfoxlz@
zLeDVPEkFvQl|%+Bi-Cq30V9*QK~pK(p1Nu@Sa1w-sl>u>#916!Yp|chD2&;EgS|>e
zKbCZ=Gvr$`#aq9HIlf31@SR%Y+pq)ga2bZN4d0PTKJp#KX?=lGth_*9S1-UUTO=F*
zJ<MJ~>-@c##)TP^nKq+<C4Udy>yjUVE3N{%&^`8pIFqA`VJi-SWr@8kc4TKim3$2u
zjX^tDA2Zs4ZT%5C%fR7BaVD=_trP=TbM?=VHfDifW($8(>vJo`5@KM7Q25AB)ru0e
zsTEsxM63;gu|PBKXSE$_&(0qKogm4c`&o>Ez~GB8^&80+UQ`jcW7k8W-$8L!d=FVu
zm;C%8+VD#hd)FnBO2f-y8rRZR+&;EqvEPXeLcvt!WE=26{*J?>3lVK_1%?XH)L)@i
zXy+A@bMRFX@Vu+!`8j{|`h|*O<1eIKH-3R>;7FGBD@8f>D=A*f-zfQGzfqJQ;ET(>
zEgA|ig{W#pzl*JH*gseLMX&uX4gur-2U&^9e~`kz{)d<phMjj;jclye$P@d-n$8_@
z7B=KhQj~lCBv_yQDQ0tKov=gIk`-MO+q0i`i~iiVGxnqEv6z2BhQI$sU9skWQ=fFh
z-;|TUf2g<l@INr(g4+8peJ$aS>;F=}H0wWlocT}8Ly=vhuYK3V1@P75x>yL0o!7;C
z;nDgA(R}I#tP@18sxI|m8v>;$c6>5SX0I>D=6_X*1oB&T9bJ|wNZDbl4oX5b{Hay|
zRR{F+PnfaM_m*0S(jYabYMz2AhONC;%xsS+DOIv7YxB3*79-T+$vU!Q*riOm4pnZO
zB((<s=Ot+&JnSZEB|NU0qz8D^SgibD<}vCUW~ny>{%e-7W4+KqDgL!cx$u=`l?qik
zH+%<_no>mgNQ#l{#B$#O!IN)5eUwB^$;969k(4$Mraj&Pjihk94f;E<#N*?t!QFg`
z%Vu8*W!%Un<#T4eS@3%>zf*3L#_?*}IjgXMHL4?ZV!*o@!v!4|m8E`?((UiYR`^Lh
z*zgdDli@F6RlnDtvUSa0!VyANfHV&t7x*JNP*S@1-C4;GkdIiK)R2{jLh9J+QV7Qa
zG!Mb-DrJEP<1&ql`Jw7A8hsAK1osX<DVE^^jVsRHAY$G+m>z5SBOpXg*aPiFB<FCW
zJ}`&%77M#kTHV58j#8IW2&F<P3MKS^!-He%$wnN5z8hgH$Ih>|-oiE<qm)-`NOK^=
z88zu~z9u0U8Ajxeg{kuH%<L!B!d+BLE!^&G=Lxa#>grM)Yfzhn*|xTtq6_a&fxreZ
zSR>K8Qnl((Q7)@PjIPy@ih%pVx)M|ucC{{53VS^&^b_?cN?d&jE7o5A=+=O6?rcC*
zqQdF1Hk^_NH<WUDAE%prb%fNN7c;C&=t|??hEibzoECtAE^hLM2k!8O2Ospqw7{|m
zsg@wIO%YO~A_=PELO5fPo}6z_%PmYU0E?>Z@rG1OX+~lxO-L-IiGZav9kG;VBbL%+
z#8R4zSV~h7ONr%D;<%I;E~UNXOKBVV(!%uR@zn~`KUxSQCeD}*Xe12{#`6e{Mraf)
z+!nG%Go(=374DooDj>kIt#`F*(R>elQ+A@U)PZ(}8~meLyT;ORe_hO$=u?BOYb-_S
zz1tvx0eYWyEH@HJ;wEte$&TpXPam@jC;4%t)KTx<oqI<&k=p3JdvWi_M@arWFZU+<
z85qR!2wxqLnj8H4aeu$2QjDJ7K%RB`n^LeL`Vby{OH-*vFwZ}o5f}~vb!=xRnrdLl
zJCOx9lSV6a$!9d1-Ao!4pi4Tg2Ro1qjWcW@Z=v^}*n{~^1OM14sioe3N)NWaBlzR)
z^1xE1xQMo$?TM0l>*G%E!IG!*xDlb#b5iFS;zP%D`&0;Bz5&*E&ux~fvvX(tYU|Oa
zvz^gWPrc79_II>2Qty+^#x<8F>AB`AIl}Gds_+P40SjuO6*BqEK?X2%+#>}W^D>`3
z4^gd(oLGY>sTT8TDFxKyK6D&oF$o>ib!kEA;?m+8&J){f)K+syF&;!cH>YGK=fg;;
zwbURaJ1=LBA;$acT#OWrvn7FwC@JCL9&C08DVnwYpJZ0EKmo^Ax02c`*(Z-rh(KsY
zc1D4Lu(JoVcY-DgHm&>V<F96MtzmxQa4W5*5Sb^?yCq9{U$h3zPcu+jgF&73G}dz(
zkGGcU>%E`Wyu;XK*xzmdzKI7;=mAq*xWnBL_<}2C$c&84OauSTJh0(FDM;OyZDGB(
z`C9e7xA91S_J(r8{qF|yJK6O%QYU@%S5RurL((ghhTLOyPmmdIgf|q&ZZ1scjhAf(
z!h1>hAvmpMfLu=gv_D=`D-!ctP<+vRHc4OH@37}%q}F<XA0mY|idIw7Q$5(Z;V{y{
z?b^;u2mB2{K4(+fNwJE$9%4J&f*2A;!7%5_C(v5i%~GI`%8y;az;na6G_@`9hWvg*
zbvz0Js~h|;a13fO1nTkq2z9-W6jdWXEi(;{vZ?IQ++U<z!*r8PLs;GtKpbih%FsFq
zN=sL(ekIj6Wc?2+7Thy$K=U`}$f|dgeDt#WkJ!N^l}%6g1}|IOL2nS9$kug~y6V%L
zSyCS;rK6?L?NYPB+O!A2F`cBw`j~!fS|_Q4-X{>L!PF0Ir+1~jf@#-vm%;+=j+~5a
zO*X7e2TqjFbQxgPV&R<t#0J=JZ}6{+ETd_ky}`c$#dnVQ&d<d+yd#jG-3c7rb8m<q
z$;seMnZdsqXG=XgE$?3-9mF3B<3|`3ssUKGt=M_MqYM}I0c|M&C(sNG+7n}KbH1TK
zJN0BY+Ccrg7$W%_0=o9(x{o{ao%Y|166wJq;~sqjr{0=B?b0_I*f@ovwpZVfv_A{%
zZY<Y9=+ibRd9ESzLn)6n_}EmR`QZwAZOgu^P^xzYVZPBp3ago)R*;%8V}^m^Xs&y(
zb>E=U<9J@yI3$0)woPQo9YGmr{!h<-3iroZKZ6|YJ(&Q8pW%LfLx!hQMi^}Bw-^$n
z^<>kAN{yhx^X>hHMCqIh%nJJIE847{?0gI`!7ctq>z7TL199QJq9NP4T#)&*Gb=P>
z1*8(uta@+BUo#$YJwSv(XvPxt-V4zi)Ezc{_Lls#*n81Cp(l7B>uod%ixhDL^pR|O
zu|9wqYtGuhRHEMdA%q{J(cRHgWw+s^Xfuedm<Ts#4I^O6Q7sr2(+d)`jFsxv=H`x0
zayolr&rRt>u$8C8NR<)=uLfZ@g8uP)ZJ}eiZJAWV5c)(<7CaUPaqCaPv|Z2Ef@azH
zAyF0-Cv{MYhJ4nm)cV1k@4`4u8Wi}n64<jJ%zc%|N&fnjo0Pzx<D_UsCY0y}7SUJh
zbCS<ymQ=xK8{5!V>Y}H%Q_m`>pOMuouE3`HM6%)!oqT_`te;d*AGliye6OF>MDM>>
zFQG*%T=jvlmMf_e`b+g{@Is+OwQsA1!umi(rE?mp=2Q5)Y-@k1o5F{DKIq8~w1yFg
zb%4}dkq`MFVT%Sx?OFB!$)fi@j^17M1U^y-oE{)G)yMpl6TlN3YS9zn(@Ol5fm*kn
z{Ld)<+XhO}dirOnA~mAZ8KL@aD5d&J7fJ^`47|Q2Yu1LvOcXR@PRYJUv(%VqhNNa>
zsa2Z7e(K3K4wc%}O3BI0PR@cu*-Aa2z)L+@+YIQ;;4u)ItTphv+LJ9yQbTc$))4wz
zPqrgLYQy0CilruuAv0!Z!wRDPC)unvG-+!{_zy>f$41ni0VTMmB)~%>hGMS97LStJ
z;$)@SSA);K7zovPM@K$~TvM&y$65Fw@Xr}4HB~Icab`y!=!P|5i!O-1u9zE@m<<@5
z9nlQLadsa4p=Z_r4*^+&^0j_A!3<$>!vGDOBvCElah5w+O@U`gTpadk{xFHG_Wy}W
zJ*3h@uVLY=Q3BA#LnJN&D~52wYGtRiO%w$41+Aqe|0ph}whJn#M+@>d_6;aOYn~u5
zL9%MXIyaPa3}?qrO1_4I>(GlOwE(H)43vWLa0yHoos^84*qLolka}svcEkg*Me&e^
zW}4x|i8dM`06lq5)M;pAU>~GK#cpAE?!=%IeYvzCr8UUal_R19v>=@zs}Bbx+lNc)
z47R=&#B)Y?2*r@!gkCtrZiJ_+0@;-k!H8fan>rNW!GRQ`{}{|u3|k8aQ}h*oyh02Q
z_ONZM1g%Fvm?tTr5x<Bv4f&kPHXs)~tYYv_!lLV}33~Ae$X?Dks0;)a52_flGDFWD
z538_PIGmy-4@!jO(2@s{4Z+ha1~Zw-vx-Mo3?Onye*z8N1*kqq3@Ts)hDTTo2?}{`
z@Dz)|e=b`;Mrxs$e!4|rK`*5}W{It(Fg%>X{vM-MA&OGOg2qan6&aJy{jl4QT4`v?
z*!oeDSv$rOppUjhiT2W1sev+kL-#c-C7$fmSScoqw?gDy4BqPOLCi#{wPE&vVw_;Y
zWT|UtHrQCzK9T>&z0kbEtR)<1QHz5DPWECWW<kJ;zg>c$fG>y=gYzs}GeiDQ^<q1x
zLxP2G3fe${0@ks16JQ?U(s-$hVob<;BYF?i`#g(2Js6yCQSA^#e4eNOae~xJANwWE
zyBUK+E?UK;G+TKf%)R-ul8M?-jKX%f5*nruD6otNMoiK=_2m5;_wJGmbIBXvSd6L~
z6u67+n54}elFu6`BXxd@eD?RkhN=s@al<t<rGPgTvB6S_A=d|4yD3sP7BNLK>vR1c
zdK)MoQVI%=&KO}GMVrx>4#x!Rnq1=g83ODUGRxHxllQq^tWUbs#d-07RyWE2>s~nj
zHbT)*^7^h9PWlbjd;I{$cbYUr@AY#poHFdfE>4qz^!}F>My)?EGWw+#o7xU!4Ck?e
z*)*$UHR$B;N><@mjoK^|mcLx7LRs4+$)Z?|6YSzRsOYg7KoM2|Tut){7BCe8)+I@8
z^}-d{iA<?$4VYIdNXs)+6BA3AC3R(Z+Qv}yRwjTy9=OrQFNDYjThFDzdfEX*o3GF)
zmi+|VF%3}cNC9|P{9I#Fq7ce<OxI>0$p?0$Cxb@dgn<D=9Tt}a*zh2Z+A5!5SL~d!
zIs-@)V8LlR#KeO*1`4n^gZ^+1$5?Zl^7wEbN1G}*0oRTI<-}CLObb3*Ua~cRJep&m
z--grCPZgYC)u#g;DjGbSV~F38=LnDI82r1i<QY;Qy;Qq%<ZwnuYe-M9gcP70Fw<Cr
zV_ENX%zHgiTR9+^^yAoYfhYv`Ef|V@pcZHp*bpRUuwBDgNxHGPMxak0-8=xX8%0@D
z)~Hq4;q1s*jt|f7xJog22IK^^v{}U&0HQUSs}!8%Q3s#oJ&l9b%>a;hGN~$^<}nBr
zc52L$;`BnDiOSwr@8jSFa=A{00?A?*W=VteF=ulwaJ)wwVG{Rz7CRoqzduuJw#oY*
z%tEZ5z&vEtEmS|er<e<Rvz?QG!rD;5&tMdalz=vm!qTEDQD%35<Tm6;(Ls4R`FJyy
zR<3M21|`h`1%^{V#_IeCujXg7wNXCtevD@dHVpadp)Tj<B5f{SxTVp@!d%JK64&4i
zvM%NHlOiPFA{8peXE3UVRj#yx^qkaES|ccQJPm%hB(@ozjx89$Z#Zqz8331h%`0_6
zkhVgW{%HE6l+5uR#%|mX7shDW0+)MSq0Refp+z)Rj0+R4;0I&1U>fw|jDsumEmtUY
z2yy7^3Vkh3ORM#cT%iYDp(N3zy;%KRsUEC1cFmQVz+-Bz)IjLL?#-223q9G3xl)Iq
zSjdIr8x&6*zV&54=St0rdQ;wvVa5JjG7&@Q1~pt`aTsGbhC;H3OCKto{%~orB|j}W
zFD1RykqDmYk2)$P={K4pMI<KAOe=L!^m73k$=2jab%gQkwLGb9Ob^6}PWqz{l{yCF
z*AVp!`6$dFY&?FAXEpPscx9ngDQj8>EjDG(Zk<A#m}zhGAFw;Q(oM~{f%#wB%<O4n
zGnDbv(!%M=;wo_|EVg81CC_AM^QA6Afn2LV>MTn6>A7;^J<=LM*vT%=k%n4!0@C6>
zaGM&OEs-L?ckx_lAouNozE|c-^~Ih2Sngh*cr)Y-UgJ*r4q}_;Np&qRna}L5Uo0P-
zCq>n=eT#Yi4xD^;e4kiL4p=F5vH7EKu_+-ZJFPUIEp8^onirNjzU?QkdP;gv6u<4q
z?CYcf_<U}iGzy>ptdkP)Ic&W&7@w=xOM~!vcD*zNpDi{>@yfG1%iJslD<7TM-y5Vb
z{0QDC4X;%&0Bh6qoSe*v1rfv^xK^tMrw?GkH|A-{zs-!CysYE`=mqdq?`%v^bD-uq
zX5Q>HT~hYdMrlTk*%--|Uy!E{newzWOh{udJ}uQl_U}9`%@k&`HqS^6@N@VxQW`#A
zc}5z8PusInVvV^(CnLK+Pbd3XDFI{bdsZ5XPsnj6)@PGc13$)YlE&e4>n14{pO-gD
zqw(4QIcaq0R3zuiVF6JTFnj4aDOpHiMbAsMFkaK=rHQ)F$DilPFFr5zE=qyqj#PBg
z(3yeGOmx!G$w0>ePWm&BS@@obP8K>SGe-_OC>TdBI(g{iqk~1@C`9KTbmpLg8F$P>
zXFfXjqSJ8!x(m^{51k@(7NN5ko%_*w0G$WXSprUBaSImwn%G1ZUzD<iK%I^i7PqF5
z>IFG=kOwvjq;G8JOVWcVhc26?f%q)iEcM3c{>@z7g11Qh@q7Fhshckmlt7ZqzD0^|
zJSQ)sAdRYPB2>m=DJ~o4n0^2p#TbXAJz=ZVrD1x-I4HVe6DlFbXWh1Pm4L{-T2xM|
z?m$RUQNi|am12d&)!U?64Ru^Ajfyx});1}ukt=4gKi(giU0_d5%PdGPRX}I3XScx?
z?zXSM`1Jj4QX9<trPp9EL2K_jUKL>n&UWbJx#*x)E#9TZxUyBUvZC!$pxYR*es5zL
zyPzX#q;YY()VG3H&mFvSKfFUKs$+<a0;K9&2-E0L<}KOKol=-EoF(s+!YfcI-YIo#
zdl{AF3OfDpu-;XC`vsj}(fJLX-_iL4oj(W2mv>4X1V0x~Set)YRPMA}v>Wm`txOtf
zLaOY@i_)|XM6B4Rue(UpSZGLGEqIVxuUDivl<%Tfq+)yqzRGL(q*tZB_`U8`sh^_7
zq%8TM#c{8T(P222NApCsix->{*1ADOWpiZ#3kr&|M^6t52^hHoSE@=tA?|jxbfPTv
z@1)b}W~j;%R6;{tamT6$X>Ft~6KyFyRj>@5INP)ES6~)?%Ii|?fKIL`kmbd%O9Lus
z1n5;`ytFWcQBmHv9X9&tSU{o*G17M36a!R#U@b!;EL*OVZ1Dy-sNrHzeK+hCt5i3K
z?UqJX9`gQfscRe3+L@3YuC?j-Mp~PJZ=|&jd?T%$CAZxpl?$jjSKp8Z3-7V+d!^=Z
zLN|4<)DnGH?v<9oXTyEa;YyQx?Ss8%=)GmX)XVZVk~t_}-Y@-WvZA4bHe0^<w$#5?
zI4(Rv-vs98OC528;oWxz>}9Yk9&E%JsaCTg=<hS5Fgpb|jFmcu(szDF7WC$E>OCI5
z9dEJXGth1LVIX_yjMPvVCVy~7+HW24YJV`@*xyAWjuGfka^H-6J5d0>l>Q*X8VTXJ
zS2n>h8r~A{v`vCzJiexPE+|cN43kfNBLzuClhDgCnPNMp!egmp8vjUwheLM5G{6pA
zXU$2@o0&X4Q)T?Fj&VY<3A0&>oRb~HfEM&4Z)R3x;AS0Ec@~3_+davd8L4(<2}H^2
z`+AP)y*)59@bV>I)ho!;*?Mfl1|-EpdeX(hTs0?hyB{Q3u-}{&19d+)Ik74y;uQQx
z^h_M{KuSs$<Uv143xsSBTmsy13AWEnE3m^-dTwDFDIlyEQKpXR`4wAv8=vpW+C{La
zGd(b^?uKb~EF^^|9{N*Qp3t+@XOVq&Sz6N31GC`Dm^lwjt}&5k=pzGlRn>2yaE4L}
zt(1Dn)VkwITAvt*KjJDKciL<qUb7P7EcdEZ(~pRsB;su4RoH}$)uZ@xc6^w*7yId|
zw82xYtW^nVB;g0uBP}l_%|1JIh9dschCFyFpd#G&O7*{v8%{PXY}|T~2IG3l&*uh4
zI#u>cSoI8iEZn-W6~9Wgcu{;&CF%_f)D_~_ewAt$5%jZFBHqwIyp5#UWxQ#8Mjo{X
z#O7YGrN!py$@#E=3-ZN6mrH+>Is|w5sFtG>bhp4>tM*-+>rk2qyB&8W+U<(4&l6&H
z-E68OjAXSfrux1}Zo+rKodu0D4`L+&rZD+Qi|H|`=pcl|?{>U{kN+yM!HU)v`|;@&
zdjX8yN*(V*^kUzP?DRD3zr&=9tL?!c4Od>;>^u$E*9J)*hIk1HW@-S~i#AhVf-+nb
z2+Q!H0)e4XZ>25Jr^ttxorJea0r=U8e|kYyrYf5Ym0(cXAgNmMI2Js?Jg%tJfl?Vh
zT!C^Ahf;Y%=oyCNqzFi<kblr|hZdKM02|+8A-go8SZo&qb0uj-YKurH<|!zis2Yl5
z>&#5(N#Ig9LHWrY6vq!mSTe;@yBI=a0JBB`bFhkFd|?c!+_TT&T-3p-ZxoFwC1>`$
z(uDMmyk{~c!1T9}L83XNp!u<iXiR)xDaqxs4hZ64`>LCo`2T|<Q4w6KZu(J3B?Olh
z1a(FCRmb5@MT&i4j)eYT01Aco)^KPIRSGw8AR2aHI_&SlB|%juip|i|DNHL(;3`^Q
z<h7-~SZqtq&dw>Ivj!0AwoaI4XJ7@Uyk4!4SIi{u3udaXj-&7f{l(f!kmERhpHPCK
zr^rm9ra8RoMk-+1--$4IRpwn@glI2FQ(^w<5oRNpuH`u0!mL-rG>yaTq`(|_CoqeB
zX6NP1PRlER{y2d(@hv_i&);=GUA0^5ZydymH9SFK4|h@-x;IUS;9U}iPPRM6abR4P
zJuOKS`#(LfA6x|NM=9(_-xc=e{Pbi^o&NTQ|2T#J_`AYiqLo?7{lA{LSF2Vue3HU_
z@?GKXql`Dy4)iq-5UBj8DG=;cfZ%FlP5HD4O%k}FV{bH}etBsHg?ZV5U|ce1fGJf5
zd5deA)(X5*q$#K#sDR2leRSdR=OeM?f;9Vdb;v3}*G4zw)U|pd#2Jq!2Mh_+4HyKH
zRb8rpSzQ${?8pV7UJ*BRl3N7uCoh?WS=q`s=w>L7D^OmzGbk}=mB>z1x2I&LC1>+f
z>Mq%sD<EV0>YD0~)C=P!1;K}RhJXWbCchKbj+De&fgyw|Ha`)J3JlC?_Jt+{hO*i9
zpbI%nezcycqd1g`=A?qAj%2i6x1}dcxG03S=SAatJ9vhNn`-gCY$^1q*!j8Ec(%Kq
zsXe<EVhdSa-&D+Q%(KF2(P92(w!6M5g!P<ntu24q(9~4m@WUnEUQW6r_<r2%vXZxi
zniiBMoVRU+2S=B~UsDt*g%*fn<a#_s;Res@<m<Lo_Me%TQ#jkMZnC73@^dSh%nF4@
zZ8mGr*kli?*gVU{jZKSuc^ywy;50B*q3j^jumH$Uo)F9cw=gGY3dJ64WoiqGw5OHn
zRTBpjZQ><SSVb^CdGJ?HDPV7uK27yo!vRsjWtgUx0H$7hQw;^oy$YCPRRm+nOXD+o
zB$;4$P>TI?GE-rIJjb5OwskfIH!jsAg^Q(NyQze=x`-2U=R2F861nI;QP4ItSFIe)
z`I#9hs@y`|g7t%=boT7Rtm$yO#=qT6zIBX-f}8FM9VMuc>zAABV}%TpM|3xt_~3GQ
zQ!_8=c~yjKP0q{1fA&%ex~4n8jwF;O)(Q4uFH?B%O>p7vYSSv;S!B<O6mb5Qs>#x#
z?s}q<uT=pX69${wMHqoZ-_(_sM-4W8VdiBVV&OttT}50zsW91=0W->q)aq0~=CUMe
zZDrdMOm(4pyq{otM=8NI3Ybr;2*zrM^Y*T)TF)JpVq0nk&4DMgz|kgK5f!Lb8*UaH
zWJ2vaoKc{DYpq&&1}aeP$tig(>6&2fNd?=$9b{f($q+kKN#eph)#g%mYP2cxcCzuk
zl^1^-pQ>fUq7!&gHAh3Y@Gsxm0)a`oIad{v+#nAzDvIa2g1RR(;uZ52<tW!3Yx*#h
zSAZBFE&(6ks!70R&o9i%O3usBW<DC-S_lb6P-ZvPO`VEW_vOeARuP$RMPQK}7>v^R
z+RR~B<@|qNJgyvDm0qws+hNKLm`Y~yT{X|PJ1GsN--J_!N}loLGgc^^;Am5XUpM!j
z-nDT#!_!0WDbO|O;Kx3xt~Pa7&cy;uCs9=`mhfOQ`)RIeh}wOl>>gEEhxpw|c3q<(
zvvLfT@I<-8<A@zvt=cH17v2}%mDm3G>Z&dYj)4_D23PbLiXJ#m1r>G}GtW0QGUThK
z9~bGmD&`B8=;8i2ede0G%iI*o-CfEN&u)}`9-0{J6$$s6N|Zj_1|@HwRW)xp@XwZp
zytQ<fHzjM6NZeH|t%`Yr+A$%A*;kvovK42|KJrV8OdU<UHh!UGHO&7`)Kga*X${&{
zW%zU>9w1P)MmLzL?ay@wo*t^BFJ7;uSB};m1bDOj`k?~frn*-YpxpK$(=tUl>MGzz
z-;u;z721}UF*Dtex3(VgHumPs-Hp7JJZ5@K$=g^ZZ_BHgH{blUtPFjzweyg*f-#tr
zyRG-~r4rK<O4e2?Svy_TtR-g`7_!#k|4-H?tv0PyvUWzvTJwNAslz&rOu-%6`eN(k
zA#c&7k%pF{V%0(0^OnStR-3x8?bl%n<>FJOxyoRmRRFgG_f!$MS-IkX+Qu#(Fq5_S
zL0ADe@pE~NtsZ;wX;Txq<p$GnWeRhF0_@qU0^>LG@#(2<-T;&5KW%EN49=fZP`p!B
z6nHhNI%@0T7KN@?ZspzXp{(g9QwJEpP26N^tSH-I1yuLIswtaqaw=}JaRKY)30O<r
zbRrZVEGtH3E8~N!T<eqw*qS$e$<$xbvYvrl%W|uT*l%{mJvjyTIT>&_s4@iZ;|_DN
z4JU8d_ghU4++Q_jn<)y!xL}*<d=MX#6eyrlt5;2o{v1?h4$Nk#sN&qBg7wc#c4oh+
z7yOY$-Evc7z|^bUG|9p-IjVC(9jPKF8%+k;`57Lnll|Nwa{NFg$->?>^{RX_Xb4UQ
zU3te=i}@ZlZIqk5XL5>Tsb~F>0(Vf*oruuYbulSGS=@8JHCV(UQ~gT1EJK30Y~bmk
z%cA6-ZdK(Ke}ISF>*mQj#iL@!=zO}8k2MM=b+c0|9S)<q|8&SST;gJhSCH<ns#ug9
zC}M#>_M*d`>gusW*PlC}u!N@v;rMga$WMlii0bUypxY7;>v7zaSjj}(n&YNU)+wYI
zZz*sV2UkroEP9y5E!hFMcCko7e)Aaffncs7@bn-AUoHgr<9o%74Dnt9LMQgoDN|fi
z@6@8(X_Hl%v0tjd>lbn-LUDBxRPcDK4%O{=PvEDz>^4_#opu+JcI!OmqK7i-^e&I}
zzc%?Pc^nYJi{M5T^JrEs2crB9cbh*PYvX7XDj@YIhQKANY|%KMA<S{w1h){cH2JeL
zX9H`qU#^&5WFxNH8mQZW#83{jerVMS1C9*f$r!l1i+1@E-VwLJ>#G5li!PaxmEKOc
zf~IE`(O9+1kqF4hTL4jTh+w*sub3t)Kzb`crdAP%B{_Q@EW;`aI$DRL;#P{{IYaUz
z3ewY9k6%prycJASKonFFgbg-~WhTQONe#$Y9S|7p=;q|emL>$Ki`NsnV$ZbYG@rI|
z#;+znr8_uZ0k*1&z^tjT?Zky@yjxUShtP*+pRt|!_jl761rAf-?5`>uygbkaXQDee
z#Wj`n^;CBBFH=n+iGA~zDYD6XG*fJeg8Lc^+%}Ib|2Exk=FQ_l1@@2{cT)9qy#{{g
zVZ5t(EaE;lw+!($cx{KLhnB%7KW%n$o@-fSvO8foB+NFScr<|#$bnf%D-Fh=x4G;?
z-#YBj4O2LD?|!^tN>KX22?~sLca(Ei3xL*9TO*z779nX5A#_BYL95Q+e}IDx*mbun
zh4mE~d}SBOmy%gl&~8xB9<L(W09B-RSbJ1=*Vx^n2D#R*2(<@7MeT3pV@_90)rSha
zzp4n&ihG+~dpMHa0@Id2Sg6h14N7*n%{*ACiegQ!V5v3lM5kRPYvOmjk@Ze-i$pUE
zU=^B>&Pl_tOf6BV$py(uu`<+8b(dq;0CTniHA8_~T1BW9^+GxVo8}g*3z{#-hUM5M
z$lOI4&OV{w`MZjE%*wqs1ZSpOI8=(dE<+dWGF)xo*HW%k(;O)9{_AxGQ`4|JDNdJ(
z^5Z)}RAg*%n7K<OLz}2Du08PdV4nQ!c-{jlf0nipJHuU8i=|m<d~F0Ij<YS(EY+%w
zE|j~}GEY;+o2?bbkK9o{U1|%kpyy$LHOn0=M_bg@I@}iVW>;%<UpGTxG+OS{Ql1cQ
zUZJd>KdONIv5Fvl?KHba_aBgwWVwS_jC%p?nHfcJv_<J&g8bA~>8lDJvDTd^hf8Qa
zbgIGyC+8+OMXDW)Ly>W%)d4Zp;%ehxWgs&$@qo8F7|K<FSe2zqHmj+*m8!Qiz^ksX
z?o&n9a7aqIF@j1YU*%kJ&9oT$hO^W788fcUYH7qNNaCxA#9{zacr%blrTLtslm+x3
zwH86^oxR@7?4zjda0S>yRRjiVn}cI@t-+sjGd3f%BAm(p#4xTi%IpyZ+VUzwgKA<x
zHjg8NyD=)3pF<}#BeF`xc)gX`V(CPhR-#~qgENL5*6#KwvThyBQ{YVJ>JH|t2Dn+1
zPG~xQhDj{`*2zTh;0}$5j^>DVgD^@0)~ZF08W`z*EMLb1;5r^ehiD{XETZw2oZHcS
z#tQ!!o6ytT8jj>F=xL5jbwP7X!KnOTCEPRdFp%I^R-~H~9K<Zy6SL_WGdkbN0XrU(
z54Ez6lp>b_#YY^=$)zobjui-#P9v3&??~1s##%>@X{IMk8J;jXG)#2#Q^mwiB$~Sy
zc>xKME5}52#puZPglo1ZT)7Y-l$Q*h5WOQ{7Uc#6J+uN((C+aBZO-7Ds?yL2Qx%%L
zyssISIlL1Z9i!CaTHp!SeV%aP#&yTf!KmwWC{@FCslWO8JI3{ZCtOQB;d;o0iw>`9
zxE7wbj1aw)m+PdfUTBYb0=LW)xaDDl4uwX?Tvc!^`5Q~Am)LG9%l~<TRq6@WDndnN
zN#|oVShrIzB|1Z@GhvT=!u6ylTu&i|5Hgr_wDyj0X@{2eMY+xswhf-JZFChSoy=9S
z$qg@9!o1c0Vk;c(<Y&8df_u&rxEDNud(j1s&hx6^Zp+Z#RG?ct;o9a2*LI}93zUxk
z-U+Uo^#5f~uwL;5>s6${Z5f>#zALa^_XKOVCs=!2u;|3G0oK4fwEX)Fu==u*Bh3wZ
zQ;(wD6P^Qv2aOk=Ojb`ILl<bvNOO2EqVb+58Xssh=t#1fB{_MLwXaFnD}nz!f|yGy
z^h%aGMzYLt=K8vO4jdmNMcz|#9jk;s(*@|oROmCE@`UcRhK>#<tLRvw-CC$K&y|CF
zgbp;p7y}Pfk+E@|RCavfJ<79{qip2rN1oGQ(%EGVrr!i}$sNGtr<fhzcn|Tr${`}c
z2E40F2b{@r(*b7<VucpvmXfrgBwIyf_kuIfdgJ}G_dqXI1~gLNC%=ru2q+zYz9XQ1
zE}%xFzj=@Jk4lg>0cfsL|5HOsC!<xQ@|8*E_M*qC1KP>fr&+`FRp*-b@NQHB&w#EP
zOcZiC(s5}G-H98%oxMZ1Al(|>MAr=ZAjL{5c3+mAWNyUmjSb@5a>(Vc!3w}P6;{QD
z(48Lg#c`TWtK6gnc>)lu0idJRDgdY{#cWBk`3bKIE^fNH@kE_yY9rA~L{o{)tLq71
zy&)`UkhzBN7&|fD{Giux^m^3TdpJ!z!D)uHs6NusX;og{78qV*q&LBeZENm5!j|q4
zDz>ea29b_e-zA7`y@%M&BgFO^L^^?emmqfX9%2`d5W8v+>6rFig4n}*h`l^Q?5#nh
zW88NMVx0F7`+0=eUxP?Ty;X?vg4xy|1g|RdBYD<vePtf%J-lJ=;qhL;a19+D_*T)~
zR%M2@RO|)d(Q%yx9OXUAF_oj#^{2*aFzHmd0j5_nj4!a((aUg>_vofnj?UHWPu0ND
z!SLG$*S64FQ{Q+@_a0oTCva&)*!gkTc*vPq=1lL}`M9~(=DG{399iDu$?=3|HqxTj
zgAS3a!h+Uz!eQ8pVZ+U;cy?9Z5Mn#%9o!T5TBG!3JJ$`|(BU_YH|BeSd#?s}0lukl
zy{#V}dnXG$0k}^CKu60}04OiH;X<p~=9T&jMdm!ch>DS_ciofao)E6k5Ynk~6`_2-
z$ZRuvg)VT3xu;&=p7b8w8c*ofYUt>Yxrz?uHwjh<VDAt=i7r=PZiVxnt}(m24(CX=
zc#2<pJ=_<(hx?KzxSKV&bP!z+_iL;kqv))9M2dXnQS%w^s>kJJ=5BhpuXzvmbx&}2
zX>jQ%x*l#WOhed47fy!-<A^-@;%ciyzoy|{y6rmJ8tGN_fcJ3U@&xy74K5u-SK-R#
z9c_R4dR6vct}z?R{;2opj(b9PLPJ-}HGAWD3{|xqEa}_wxiItP6>H5cEMCDq^NhKZ
zzU;sB9_~3$aL;RS>3q5>OoUq<YnB4HP%e4a?BiX{5_VeK=*#{G@8SOB3GUAtTsp$8
z!X-=Yl`MD0+hX+Ke)AsOAD+Pdsez-z>bDPW`%C5t`hqsYj#)1aycMF}a)j=Kw5Z9Z
zqv$F)Ea<j1prGSYQzLTnBC_PeW!C5#Udi&re)Al?EbDm>w}B_P;Tl{zG_Jz+zMz9r
zY>o8Yu}JU1HT49p*-+Lfow{S|Q*4I=yb{*RW9D?du)4UxQ%V1(n<qTokrtJ04}3ES
z%ZrIhkNumTo&faH0MOBI6#yt#G5aLZ+}SG$?LTeppqEer67{ZoljsTHNDUyJ1y=!j
zuTFbEvrg87OZFaIiYIWX8aO)3t%8$dKQe#roym>;#X3ljF3)>(1)k6qYUt=RwubJ?
zeA|gTL-&9ibd{+75>MzJ($GDOZz{UG*0q1c6M&@}fYue;dwJ|x^T*zcNN=qeQuR*v
zpYVk6$)T*gfUK49t@%^$@#tHk7re*wk|#Wykrr7iI_9hv8MZ{9VV7el{C{|UL`sfa
z{-gOL@8Rn8f0y@g_jrQ)h6b08E~{|moqt)szcX|nc#rO|Cv-<NbaePwLzjEqYW5CY
z;u>4DUiCil9^FY#=uQn~i<gt?wUvAZ=(mNq9XjB|GMtRTxhUgQ)ED04I_m~k1n3x_
zF*}FENC)Ydu_m@7*UY1<2J>6*VP5bE^Lq^@okLb(zPjJC!Mnme5#ZBTUon379^IdA
z&}lOKO9Mw|kyUW=;y|A*68qBE;@zyq$Pk})dWa(Ih4j+&nIP&dJH2M4Ma4`<k2Q!_
zLVN}Wd(|nKn(LRNM_12#bPYVA3)j%m5o8y-`j$FYuh2!jW1Fb2yRE%P*VYrdn0S`7
znd)x0);=G2H|#$bZRxF-R&O_WDrxCsJ>iK%T2z*O@lBN$we&MQ&-i%k<o5Ffpnp8u
zSWW_oYhl@QX97t?=#{kVl?Y^%Cp@E(771hwz8M5^H+ubJJpmY}0iZL<DgbQA<p<kZ
zKJZS5bGul^>vbj_sd^_OhbM%yG=!P>rXsv+y~8X|0J1dzbZA)xKqBfC=ktPB^Hr<k
zeNy!jDng=_NT`x!>BXJ^-md|qgUKpDdC|AF9d`t7rT5^Rp1_rA;D+n_)^fW9%Y6Ob
zzuWIjJmEdcr`(`)btcwmFzGO{Cc}~mK95ul=0@*fKI0MQvl>h~YOKM`9c8({YA|2)
z9_D5@Fq>)JiY*#UI*F{pgz)0$ZEX8bfi0QuRG)=jSU5ME6n1!z_GLF{0gSRqp-e+d
z$CXvI^6@`y4|v^?R5mv8{}<3NzrOB0)ZLXpZ31?}wZgeagF4<&n+7NQJnG#d#P-P+
z!y5Jh@8P{w2|NS3w>5Nhq*)W>;#8kT-c6GiO}9+bo5>H|psS><{n!&aJO;zt+E4LK
zMR(U4l9QeQoYDZ$A!ii;H6*4~%bVVHM{@7?8>S!De~VPTYe_D6LioLgkPbQP5!T0H
z{b>AW<cQ=5`JdT7HN6|X{G4g&sE2#id$_-Pg8Q2Wmrgh9;jV&HrZzeTig4FwS(baZ
z#UnAt(nt^YU+>{w^91+02A9q}>*3yyONt3_E;=GPGgH2jW4YJ6+Ppl^(nAl|7frBt
z%HRi4Z#nStM_SZ3rGwFWxH~ntaBfpxey`6<-oc%GpU(h2+?w9Qt>p=BZ4E9Rjn>0W
zMco|>mu{kb<%UH*Q@zvO^$++o(OaW%@8M$4;+E2Fq`{@5(<)rK-Ge@<Ubp0xZ}_2h
zxDq9(#ArrW4pX<`r@4l+1-_{`@0!(YSvdk%lh;ZEKnJf?0N^`8-W1`t)Z%R~0&Zx;
z87VxYt#6;(BmGLGRY_00W2IOd>)Pi|8dy4xt%802Sd^dFID<5tts-vjPW12|ZZ9L;
z<~N_R?5)Ag(sw7kEnMoH1#-Cj05|?Mp>FG0KkvZ~FoLa?5LNL==s*oD9o$xBd)L4Y
z^&adnk6?#uVCitT0jyWkLSL-*iO}1gG2WvaR}o!BNsiaR(fMx!IB#o{a^fH#4~grG
ze2Vutr&Wg2aN@wO0j2ZdDo|M{v2^urN7Iy5mb!W|&hQ>ydS&qRo$(9}-JF|hk5^?J
zx7uPjpOfP~xLi-*@-%RCNL&+L@OqyF@A~3B*IJr3)m7$uD@T_G2c-{h@;MqD<9Pz_
zO*}>M7C42|AsIVy)Tc#*Tc%=%wp%6@^@kM3^GOTU|CYsn2Ik8FUnIaAU1~sY%AG_!
z-`amay8heOK?kfU{z5E0v}N$mky-H2{&GyoJf7c$Aj1K8`Ug)p|EcT9g#;W*k&bkJ
zC8XU^=Kr9pWU@$ydX7eVv5xe7jkM!ljNmG@N^!gS2VDmpR3?!;pd-E*y}3*r_j^Iz
z%|GWl=(sUaU!tSF)J6PJH^hsS)|q7P<}Y#`%P}!ge^^Jo#6^9j8|r%EmHs7eHTdfX
zI`&J{m+Gi9jXGS8;X&q={vR$trh~gg`7s^kwR+0B9&@F|S=qngVrDm@L!_7KNI$EQ
zc5K239&p3|;TBc)-`I{9HR>yL)HiF?J&VNMAK>C0C2%>4`tP?ZX}>71pZKTS&#+dn
zSZeb>va;c2LhF98jAH9wvFsj!7g)se+hXFoyU&^H?^gN$)k3ObOU8_}OzmGToRlT@
z!mE~caPQP-uUb;Xcp~1DZh(o;@`8A=2``6I{^-z}F~jbn&(6n6k?Q>}d{u*}=Wyyd
z{8pmMV8RU`$(d>S+8+<Ca>*Y42Q?7?9NL~UL;V{}yrzWL+zHcQ$fl;X4a&GDEt_q*
zY?;em{YeUwU*BbUTNp(Uayf+OyvU%-EEW5v!0BxJoOJC<8^#5AbdRMC2=Lk-%cmmU
zz90Vrr+?!1=-aaG75<9n30=lPDdw@5{g&GN-<}V#6MtCRvqk$YPtpB`@gH%XU)>(h
z0OjB2)MMvVlb));7F0*M3#Q_&d~^eh{A4)@fTQ?^qqu&1D9kx|uFIF#y5)Wd<`&dT
zL~lZZcTNs@(=t!FkgS^Wx2tit_~X~gbkA&ue~_A`Trs)cEtDZHndndzTj75{15(nm
z;f5#m9~2V~T6!vX-}O^4-RggOE5qaiSIX*PZFCDu!=hZyH6JPjCYF8Qx6D-}^OS-@
zzD>#4Tz~SVi02uvaV!8Fc{#5gwk%LU>{38{a=Rc>)3Tuw>dI)7*C2`kL~5G+?@>#!
zg5sot;@8_m;Sa@(rL4#Cyw^C^01nymp=F(d;&%l_@Gbtnu`;#rO)1PuBa@+&$BSM=
zSOpLuwH*10rBqBqn>ajF`P;^}w}}F-tguhd$;nhOY}R1_i=|W(u+MV+Qx==phIqA8
zc#XRiuQbQPVeHZzX<&%sC|oY-D8jD!VA$uM;8?`Ad}e80ROzKk)G?+RJ$h66#+6-}
z^c8fbZ#jMCx}J!7&+703a1?j2*=+1|B5cohb?qOi^o|1c8h{yv*~UTSH`tfw9ka@>
zbo$N{KJ0=k*A!77Tm@Khw&0e)D!ZoWdr#1Q^aM?JO%e6sRcKYars!u+xGs6ZMZJH1
zwFh<oHC$D?rs#?%T)%k2rMsqx1`Zmos$Wy|n<sF8cmk)prijKJD!3|LQ}mZ7SpRr}
zrMsqx1}qw^3YSXUQvGkb)#g7>xUPG`rMsqxhC6qJtI}(Vs*UhqGDL`QOOvL%rijK%
zDz>|DO_9kHIEyE6x@(GPxTS)-EqiuTf%<sDW%Go~4=M0#idJItrs9%U{a_jG^*Tm%
z<!+}|5t(V(GYirUGm62UK!&;n8LrF?)j$%|@X^3d1G(fU%NDO!_(M{1vQsng+IiU4
znwAf@t>hSR);Hkn3k^`QEpc8!dQNtK90xi}jZ;{Ta0PY@wA+<mf*7H}ZiH_t?22XX
zZtIM3yWGRjHdjE<SV7<xK%@qM#+fPrpfo{#;<9D6*RrcPFx8EL9MQ<+R*iiN_b`3<
z++WKPENF!V&sHD$#WKpfb@bRjEKT%RHn#T!qoaEm97QLjKw3tFQ&n2>dw*CWysip?
zb3w6^?Ri<f1}4*dglm4r(ZdtOUhW|_;~0Bu7-=M{V#E?n$0c*Nq1@7zUHQRcWl7g9
z_2e)AveXuuyE=02bPcCxifhhgSJ#+pC|5cu_lflP1bU!*&>Zt14Ks~@Rm}1e|5%QA
zx9+_3nx&P#tP?z8O7w(jq=tzG!WyPJ*DcRUZM>9MGbrnVd9&F@lV9j+(OO+M(dU@x
z3F2f=5T|GmX;7>}#G*b6V;q}0a<<`!5pG3}$dQ+e)}!7@w8(6&t(R!BC%7q|;HGMD
zY3!`RmH#zcfASvF2wio_@PuiWCrp_m*oiY_SC;r%P2SlRl#Cult|t`vo=_BwVC~Kl
zis%5VpZ6%Tbh4P|3B|phP%J<SWZh^it(Fg}(?6(AEaDSOqTDjry4m~E(kuL8PY56I
zgz!NPA&s>42%8{6Wi)Q<my>-@T3$iK^c=aQhBZ_i<Xv^W={Chj^oZ5<EH75UPC+ku
zspB-bFrEK7>tD;-%)2G7#)(h_G!02_9+$XWYa&}+QxA^H)<lZ9v95G^q4GtMYP$8D
z?K<jStmo)gT$JUUqG$(B8@gtcb;}Dob=2>|@`A&)gjS|ehJPuV5B!x?uBxn|(Z$tN
zMz3nrVI6M_=58E16Tsn9kdBG?O|$Mr{BNA%pVf7YDilT~(_9X^xSE*BdS<CeH_gRo
zhQ{Y5J_r4KMK*8@XsOx<)7Dm9iz9ygu6Fy(ybN_!W|xj(g5xqAn^zVa<hFIKe+%s>
zTYnL|;mvL}hlq1o(0Aywa%3b+nkzM^Y)Wf$eQQ*5rBhl|5y&dh8?W=xl}%|yLFKvS
z_-{GO`PNbsE_bWS4a3c`ir%U-+tL#Z-E;@lE7gq2RiEx??Fn34PvCUJP^y+HxQauP
z+nZNt=LuH_Pq?T~^I<4eY86-2=F~cQ!qvqSF0uwcvj=~$1i|2BK@;mH?+(=99ryZ9
zL^n@JdU!%IeK4E-6CWZ~xYgcmm!595*Q4m=2}K`IC}I=YqRWKhjTmc;IKsP@x7e1N
zLI3xboM+s-*Iy4vZGne*CTeVfc|%Oo=Y`XYZ3P*r^JXV!rzXQ+C-r4JJ6IbQ;f1}b
zS%ihG<dj*-GvU7+hoW6AKn!Gq>CMn6t7-V31yFRl8JMDv9smh(M+_KxOyzhR9mRra
zDc=XrBF^ap45y@fbjH_l1ig=;^C37&)AA91yZV0>+7j38zkFWa)wUoz&W$ekC2o85
zyI4Ml2ud?~M&;qUy!Q_H&<(xBXTK{~j;~y7z8+ju)x6LZyTs#wi$}EMd(6O3;BcY2
z-LX)FMf52~Ch?qvx22Vdj4sF}HgD<KT*Z{XdS>I63(d^CO6E_bM{Ex2+5C;(|7vU;
z|KWF)RDdq31x7j59PjEmiFiql8668aipE*-`wrM?f8ONqM+%rP7JOK&#Wu8({ET}f
zszZbX_Zmz0$C6y$*P{(ZvNh1DiB1?e3glY&eM`u&_2<?_UJpqS&qI2i4bVFrordT{
zfTQqigx|O1sb^W_QnRL*kW2{O`${~IxOh6EA)Hstih7JGla1Tg+$yt+ODp78L~M@f
z*tEIJZ0Pz`;&MXArK7?HYX05H4PBv1Y(CPl>Fy~rSo745v3m>P5*l5DN^CySv5ED>
z#x0kk$_))&WlC&Ly4XZJ1_B?)U~m*&8-m|n>zYf|T&AXot|cW-r}dmhAmx!7r;24{
z*edB(*IaDqR#D>ext`1TA!zw0-ZeIKKPa*JLeIvInMtmc3t9f#%}pB8BQ|ICY-XZ&
z20F7eUXD!sc3(tAUI>pa@+5ZW_3ZMHasfK`xY*6PHM^U*)l>J`x~w!^#EI<Kxv^3h
zD{f>8xh*SA_h=H_uk~;jA+p8j+>g$K=sb+hQgj{#M^Wm>@Y^Uc?`o+_-RPoBg7B>#
z!b+s<L}xWRkAtJ|d;-6XJoQ!9n^L0dFNx;`J<s(>c>_Anpz|C!3eV^9+dWTxQ9&)K
zv_G;LNf6H;^gOqs_YQPkM&}i96rQi*w|6}CEQ@#}NsSX-L`gh<((~Mdl=q^u-^H%{
z&e-X=(LIv!)IYkYXZH?Leixk&&^Zi_lEowVefwF|@ub@!DTkL8mS`oS9Umd(PtiGz
z&gbZy0Y_o{1%6kFG2Qb>jIZkR`ZZa}Z;|{37rXDP%<gBTK<s|iv%7@eSJ3$donOHz
z;#sU}D?oQI62ss14F5(p|Df|9I@i$=@ZK5;9TPZri9cPhNc{iQ^S2=ze{=%T2|_0X
zof_zbfm7tDjjwgUQ3|^*epjim>GDJZ^S2&M1QKq9PGgN*deN<RpX&{UzS8P6x*5_V
zUjOQOMWc5MbXuX)2Avpm+N0AEolfASITC63+8I6WAkVI*h3-H^9DD$f^uA~<nh)b_
zWlXJG&vriuplb{%FW2;W>4V_n(CLTH0CWbSGX$M@bcTa-lOls@y@N3=T~$aRZs<Xb
zMmA&68H>(%bS9!R8J#KUOhYFL90f^Li<a&sBqRb(Hz>R49W#*4Oms5PnT1XkI@##V
z21ilkqFnU2gHm<1wuMN6AV_)$bI^M(I`h$4fX;pB6rr;i9E1RKGmiVw;|?IW6pL;c
zL<po<&SlToif&7(=z>7Xf?1!1#}HUCI?K^1LFa$yIMG=Jjv~d?_-)8R(d~9BpF|P_
z!K#O_2EEs!vmTv|=sfd(wVerg6h+#{NkWcE0uvw*?nA_Y+#;eN0s?Xj!yzIdVhAKa
znjDZrM1&Dg0f`)Pv<L_+A}Xuk!HzB;BHoG!S-cPsS-f=xR$XMhzWTpi-CaG?ovxW=
zeIASdRCntA)zQ^e)pfvm6wYJJ;RrkM+e8RNQL1UvKSJ<`2u~s8r{U~|^DLa_;p~AE
zWDZAo0lzr{UfEF~&_;fQkRl?ygpl{cIRNKXIIqKb1I}B_;RtWzHxL{?cu7>2v|Aq`
z)DjU6Bjh7+D&QPt4!8L}ew!(;#hP{O_-6v=Zl(DMeT*Q;rdPE23A~S+mQL7NvNz<^
zWTZ{?$Wk5A(mxUM8Pn3|@|Nu1IRS<C#Uo4gL`&Zy<nQ790OuT>ADP1w^C$ccO-%bJ
z+8b7WK?qutvA$^dzwrMJ&L41Uumu&|W(@XisFF?E!;a#b!A)vS#zchdfs+EKHk>+e
z(&03K(}+2oqcMJ0iGy~lBaT2LG43r9@+ENEz-bGo9h~;e;nq9gca^MnK?r2M$v|}M
z^_S5V@V^pH4>&#HT+1A8xHo=BVc4wx`ym7vE^nj{?yHXsORS}C*%uoh*_&X19+c8d
zOu!r9Js8eVIK$u!XAY0T2>f=4LI+kMI95Am9B8LFpSo&TV#|oS+qA(OC3*`HcpMSI
zxfRZBaI)d#z?sS%jy?^)t>{;?lytAXO!OHD0tjlIPH`<FqNlyrh`yCbKNBGq!zqO`
z8_pa!bK%Tm4yT`w-&Xoa2McI-H9}}DBHV+J?}M`h&i!zf!Fd4A3g&QxmG~_nu&D--
zzWdi82tsHhBCLbAYFc_I#FD)sJb8{^FlZYzvXm)WdITYFHZ5(DvSe?Ff6RImL6D_(
zqNT^+y~DKhcoi&Zqvf<085wF%hIq^4X%;a5j<u`GHfRSive8kD%pL^%H|Fr75X5g`
z&QlZ(Ald+oEOizw?L)}>O-nE1w@~PWq9FS*>oo*Hmb!|T-hlU8aNdFQE}Zw^9AOTR
zX9a%STdy&(y;OBan{`oj*EldWFP|-;ilh@rJ8cnrH<A4la2<zp63!_&r{SDo4rl)y
zzb)($H`TvJ5M;f(X#HDwe+TD#I6uHS%N%a_9DZ92^J;<@SjTsS*-ZQiL6G4dqT&C*
z`vRPc%;Dz#i{EzUSUqihBT<EE_i^A41VQGm5zW<L(|MFwIPq{2nZs=+;kT4cykT^c
zm+}u{G`vWgQjyJGqRras${Q2Y>D8j7M`cAcLR(3Zk=~+_#t68n8J%XKh5`}S?6eCM
zS?VKNYK@RDH7&IXwPbIIrBq1GZoY(RA17E+kGvGyI<iI&ZNWs8{Y1)6pz2~$c9o+9
zq*M2U_D>>9{Y6VX5c1V<t})H^ls6}oCM}=&ONjPAB69;pbA1u=^@gRYj%(7!MPy}=
zZiRKf+bV-$W=OS}@gq1gGekE7D<j}N3eITLR8@zSXa^y(<r8g<hnWec8OL!+3_nOz
zXte(inemHevSDU2oE*cJl8fK6l}o^=UBu^}HuNELBSdpE5OO}8Lc?4Y%S1q-{dvgN
zDA86a%#^{I4QGyFP`MMoW#hNBELWlJQs%Pp$Fgi~ie>N4W7u8>C7nyU%vd#{5hh!D
z)rsR1Yt;!~Lp*nUVjKH4#5Bo?CR~!@6Yc)V;6fG`-Q_kH%seBVW<v3aPv&9d*SDP>
zKU|@+(gSW`(bOoSqN!1wYFQP|N?%}3Ei+51{lUhI+~{a3718a(aIj8S4QHj_D^I!D
zo>JKAk7i;KCe6e$FspV}`ciqsW%h{J3oz`gbehOzAcib!b)3@3-hbszXQe+N54yq*
z)UtCKO$DR0q^V$0fjXX*zDk~SwGHW|tPGm_E7EK-BBj}6I%yToN?$9Fr`q6I=xX3=
zAJNeaG=na(v(m*K;MP0P+3b$F!Hq7}pxcO0bvl|2T^;8cY;psrGen)~NyLfd3$o)k
z$!$8v4oDZ%W3xkg*zA9~)eVPc!%=S0Y&bJLqCGBsn>^fhH#nL$M{qQ4&V(Bo-&5GC
zqSCsfCN{gYtoq#{Pxyp0Az#PZVTd{@ow75M3N0LJr##eC&QQG0r5SpZZZt!$n$m5T
zJmNF1h%~#85NUQ_H6cDHkGRJbk!A)GBFzk}Cd8mT;)||`G^>yhKN6cMRX8AhuRPv9
zXFP2jk7gng9nD0HDgo{HOWrR}dBC1hXhfL@q|;PJ3#L^49C|?dtMYWO+tZovdYS-9
zX-E?wBZtEQ>B0b}@}@l8+iq|)ZIa+<+N2K08h_&^WBDddH_dK2tvEQZAbx_}8q?78
z(+|qy9&*E_X_tgc(=J8a>N-FDumi45Q>DTUm!@qJ?mrN!j!R9IT=x|-!rUACPS8;|
zfcff(Nr`NEU9ic#M33CDVxfnnf8dZFHcgd}+;C_PD5VF@0oBu^3Wud1lcziGMn|(n
ziH>HA>U4M(s_U@ylk&Ky+;Ddq?O>W{D&khxVd<ykanHEn(i~MvU7DjR;#TFb^l|3s
zjPiv%?pJQOuc^=E(UTL|>F6TPH}W{&x#3i(F*68f{-*d|a$8A<o__u>d7QIuI5aDk
zGLvS-ika!H$zB`PaQgXqdE6h}aA{U8;nJ*H9hd51srEtW>E}Po!(DKLGfzLK8Mu+d
zg`R$XQ6BDBH#nM}ODT6jY@VV{tjg)<;@OM8%j5p(hTD9ox~j<N%SmM|&N~-dS23g5
zo0{*IV2qaAzkcJ`t(C5BzYLR_DD`NLub#C?y;o|n$E1I8Zgy#INz35wDam`II}SbG
z0oSIvlIVup)4)was5)-wI&-Jax@&XA;|5?Jhfec|bpV!LRX7ek#UX`k8Zfoo0L|mj
zX^ycDC|{9;9*6FghpXcTN7Ig}w9&L<9j*$;q1ThAtM5ifGm?ppW+WSQ(I1DN;Xr3o
z^c%U+(PU+!Ym88Jx@s%>P22!zwle|HY-b$+RYioyp^M{;%^Z@*rtG(HBc#dDL`ajN
zb;4luhoiTWr)%v-NAskKj^;`0bV$GIIvl-?JZ`2NF3qVXT$)p@<3@Nmy7(GxCr{Vj
zjqcD;HElIsqru3ILl@tp9p!mCyYbLeY)UPfimj&>GPf5-DJJI?=CFhB^MifklCG5A
zAJO)-^se&Q-5jvZ15VA;(rIG1&K<1!Y3beNF?+aT(yVYwUYZrIW3toIH`naAc3BO!
zM<M%9aUZZ4rQ+Olu@7{OJZCQlPL|8sVB|0AuD?<rh#i#vl-!PNp=YG`mdEMihGU+Q
zPV>w4R0~FbMtVPay8do-%`s1m@{}f>n{*MKkuE;a1Lf%kxzTko=$c?6hE9hE`en8;
zYVzo^$tAg^EvE*Dc1(IvE~`V2P#@xeYtuULx#7}Wc1p})2vx_ew$_2)4PbzgUNi$<
z2S9oS2VR~Kj4p{r$S2V#H$s{!Pf2v+|0Ib<y8+Ogdjg<2_m(7z{!sNX@<}w-jgY3~
z6XCf3NfM2B1E7ih1V9t}ElCvhq3RPHQpl!>InfQ!JXD>g{p)~{9jY!iin8S4vfbd;
z_|#d)sZmt*W7Ma}bLBd4nXL@-7<F1dV5C~rk5Qi{kD2F+NsAAt^wHu21GDPKsLznc
zEO5Z2<6CL6Gc8>pOj^32W3sBYnvPK~lBb>JK+9nG<b~&a>SzC^LRmcrr<cgXmD#{q
zXF1Wj2}(*@H=!qGF#3bjXUpTwvB6{SZu7e=t+gOJT5Dm@MSpPmTn9RvCdWKCI`iQ4
z`3O~~tF|Ubzzx7WIGvVr=m6B@i2mU81rAAM^R`&zMo3FOC<AH9he%kJgVV+C%f0fr
zi`{U4QqLwO;alwTf`rY{9gMzI9%q>w4lN|1)T4zYV(L}b!RQaj<F0VSr8OvoOKVU>
z+^QUmE;bfc$>Xke!)-WBZPg|TBPg{4Nrlm!e7;tmM|I<&H7}HWwB|)mzUnyne7ysv
zO|7@V9#fdfLn~&8b0dP)IjgPO+hk8*z7=TM4FS-y8y$eEz3Mpme6vGp*;IgAZCPsx
zudwdJ)Mt92lvU$d=iB4~w_5=#J?os-`sk@Co1JvPMP+B5?~sRm!U|jIS?9E5sM=w7
z%ELb83QG%*sGQQmBMYq5chAtX&UeYvJrhdjeAYRwRI<Ry&iZva>-;%+&OLUVmK6i$
zS?9FYNe8XMS?57{ycg~8#1<+ojiNlJrBON^Jv~x+9D3IIUU|5EZgA#V=d_kehYLo3
z*7<&WI=i#Zowhp1&d$m_HcOyvayHI7XS2-5yANAqXX+)!*$}idbz8;#{PWfQ{H+4o
z;=jL-W_I~vX)PrxKm8nsnA@IyPCNM5(hdx$>%8(zU#81;K{E~v5KchHN#=U+mJ`q^
z_;fA!1`@#wq0dIr(%LzkWUhxExRZH{CpeIWhMI+|BeQ@t&zc3CX0BUUU>aD68^}OU
z&A{kN7WNxSB*eiy4IM{d=oXfm7VbAJjL|GCafw1;2>!y%1M~C`oZz8b2tECS;&8ua
zVZDom5Ci6+=s4V5326JdD5?<$wn&nK-=GB_;o%l^Rv_gv4mj8OH-&}%m=^l(KxFjh
z>FDf;b0hfB)6t3lS<S-xl^X~+A7O%%&h-fF42!@=TJWD#9(-u%yO7(IJWaIF*_vv$
zs`i<%;7@45e;!%zdyL?l3Gl(N(7)6|Kd0P+XU6sz8N1@Y*9g9a5d6Nd;Qy@!U)iDA
z`~Z;~)Utg^gKgHbzPB%_ll@v&sw(NFMvB*#c87=jAFEU=onECNJ`@zyr}`@hLv?oN
z;X2J*qE=?ju=8+VLY-dOsUk1C@y%j<{5)K$k#)d`n!k4E;lARA_L>`-a2_sI=Q>*0
z*&UT7TG-)CZ@6*2<;F$t0PQ?ndI=a@q37X7#PyCF*Sl_9!T~Y#>M*!M4~VIZtK9Yw
z)%V=sj<~@I=i$;@M~4eNRHrhwu)O?-8`k@7Si*U@^sX|nB3Wk_c6{oGZd@O`anU<Y
zJGX{ja#3;FX5}YtY$x2<g!6Fe4XLw*orhalUY4^n&~uCPa@kob!tD4@-QYfRgA)!S
zqL-@<7g2o{mZAT2<NDl<i{8pwhSF;}8m_SN|D_w&*KSz!HrMJhdYxAb*0*k0-@9Q^
zD?r1dW`G4N+GF{C5V7<_fh4;6l^hBr(F0>I`a1gNg4rdVrWO?!WS6ed8fg7)s?pN1
zPu2;i?+zWjx}u;-s&@Ms%tLuaJ#aXwdjdLg<=3ixdwZ_EY>n2MPSu)3<N1iB*}Ky=
zf>LiglGLm<H4MiHJBtig-ep1YGuja7GIdvD&$8h>P~OjLOHZjX7JoQ_-4*E$WvhqJ
zYTTS`k8`rE?y5+d9-wyh<yuU7X-02})+mcivX<UiY~meH^9h3ewr1p+oXD=ED7P_p
zc<CCpGnKmaA4!*KK)p2}pHNptngR?aWm;}&R!M0wgJIPkrAC%OW5Q^i)$%?!<`$|q
z98J1zJf+HTJ%7y#QyRk9@2Na7D=VjHN>-Kzpw4<OuA%zbqjBj0-P^LC8Vvh8#*$_H
zYo4^T#B9B5<%`{^&~_^nv1}n?)?}W7D>+&!vn#pyIdx!-K#lU6!;1=Y*OabdzSH14
zojIas9y}H1OurI0P2Z->Fn%ccxLClP^7zc**~2rna0=mD1YaTWnedzy;u$E0Z%K%6
zDLl(UJa32RZ02Yj${qMUC*-C(;W;<N^DcPK3-O!}&p?2=)32h)-wlrixGOHR6OYJ3
z_$@N;xd*@R#c!4t+BRyuSMBe@vuk3kba7>wSx-OF!#K32yn*`JlW`e*_~<?u)Ozwl
zei{c0Q9;S)mWwpY$`bqyuPzX5rH2g(1<FK7%_|9Hl@^y3PGO5s^dlyhN}v>TloF1z
zENT?CR!kYHcKs-+rFQ61xrFuGx%JuH`tqo)!#HZ?jJ%R8^@`1L^?7!zkf6AeQ_STQ
ztEx=l&B+TC<QA5&v+hf>@(QQ2gYM~Re^7#EKBozAnl;hU1QfG$c&D?Yd)d6|+&i)g
zvkTCcB$~AnGz&S+B2J^q(gZ$Y*<o8&(?G-O_OgOP3(i9lIQMa!#T@5hM;vW5$5{16
z8~fSf)Ge7_G&`%9{hya(O`i=CK=*T?WgKXe4ul=rqI;G#AeKO3K#xcOE!T_B3Qn{|
zCyE}ZAo~s^P)Sx!Udhb->^Vjav(*_WfP=@VwtJ8ht>!@6q69KtpXKSSFz1!#W#{MJ
znVVHIGrPDXZz?<3k_z>s9Emmv7iwT8=_U0TyRNlcSozcu*K)*%IN}Zgv69V(h4N&=
zHPGPHTTdj_)oQ}WITC9PwzU$`YxhYzqK7%rc22Z2Dxz3cBcDBy)L7&At0M=!>7Taa
z*ugn=a*kb5aU^P$b3JwCUswxD%c$LsG}P32){f>WPV*e6c`h0nb|xXcDlDZ4ZB2GA
zDLX8MO40L<aMa@Zn;qO94tJ2l1s&j8n)~5})=Inwa^TaXrdluH1%boT?p1&NG^yi_
z^n4xSc0c5H|L$Pd%`9G@_0_Z6;u^Hj5@D~S@m;5quJn`fkGb)0xbb~a8dtk~mXy(r
z(*7mEto3oB2IR}^vhe_yKdcs9;dz+t2~ITMaheO9=0KD*ND6NjYf9u5W|ig^7vvRY
z>;0lv1Ue%}YOY}oJXJlN)Pwp#{)?RBSI+TT6*%gEqhv~PZZ2Mz#jGCYW%PA{#7L(A
zTE^ub)Y!B0a!RMKL66ni?){y^{lVehtO8t`0LR{=#icAKC==hZgCn+Nuuad+n>M}F
z2Chb&)`yCT(>k^9L<m<)*pIZlnR@^BxaOB?L<a>TBjb>7$n3uA!K*xd^<osqA-o*o
zP=pX7Lz3Pq=Lz#(B^c`X&y$8}C8!QZXv7hYQ~{xJme8SQ#iDe2QCX?h9^_CJ0u(#h
z#X8cVza$57q*9J_v<gVI2}v7tU=J9_cpoA1&!8c1N(?$EA2KJbI4|N@4{)rHs({s$
zVX2pVnbbskVSbFDcwf$V!l>&>o%2uZa8_`fzj2)7QQ_dl{gT0PqH>N;?KocG9G`NI
zQ&Dr=@>Nn(Ej>OHIGjq!XWZ^r-0nYR?dF;TC45MaJ(qQEVuy(jzRAD(;_ay^RI%KA
z1Iv?F)YPw&I>ihN_WC+$WQ;cUbgMS(^N_=^9(&3a>?@^J24A?x#CMw(-~!jt0s7E|
z?vCB2$mJ<nvy1aebF(HF<>+nHuLSGXa`g?ae9N5BV(wd{(L88F(>836i_mS%dFyob
zGjp41Ir*IvL3t|gnU&6&$vTQ*Zx7!ZJ(;5%UGq}oOX-YkM27N_wViRb1L&a^mS*MT
z=9gw$&MWZ6Y9qJpG~4auhu8k)6i?+WuAI|Sn&m<NnrviEInREJBVhl=O+SWs{shmT
zLp=Wj&kM}K*p%gc>uax357b_0zu-pOp<yaUlv5#HXR~kNDJ{alXkOtoUSnQFXqAsP
z`37nBwLw|s*U0S~0|`p`P0SoUhQCP|9<Ld`#ad(?JH^IhBy_7x(|<Ee{~=*|qGtLw
zEzN77u(^(}=?A;mn*Tq;d<+6}N%CyX{AA61oRoQ#zmSYKVqcz&@rnH0+jET(@tP7C
zxf;eS4I{w?qXnwSO3L5rE(<Q<eYZpj<0YE$Qq8zWFfP}lHX^S)Xrz5|K*I2B&F~$X
z;Z(t}W6?v*9n(I(5S>HqfeR?LBnake1b1l!-Y5yo$3C9kARs^)O%n*LZ;z2Z+2y+I
zGJAWlEA%p{$9|T_bYa8%)>>)4#(1~Jm@Y6@mOTOUC2is*X)id|+0g2S`jrD_7=ZMl
zq9Oaq2lNTJ5&NwHvnVu1P)*>YeV2%*Xau*`^u)z#ul<EuJhp1_Xo~x7Ygd=T%`E8A
z(1*{PAuQY0AEk2(ltm$-TY{1jTIX&BAN_lZHTAb?)Y^<b<q}wmm|8o7!)RYj$;Bx@
zR5`asc+TW)*kuj;GTfNSobsBPr8)c)3gtpucv@o9j&9?ho)8;W7J1je$EOhP(=y?5
zgc@;lv_Tm?6Z9@YdxT{hl_`Vq#i1j+E@VO{K<e1k#^@sYP=V{pe0YJof=Q*Ddf?Bb
z^uU$4QO_-wh23%ODtOvFJ^Qu%)219MJ#cH35l-dJ!$4{F<a~Yj>1qUM8*9p(o(@!e
zrs99KZ0HpcRkHDb3{_iPNNT9H6R)it<T`elrM|Un|3+!!pBbZJ^oa<=pa{?yT^*h}
zc>PV!&CW5pihU~wyWR%OUmT;6&E{nND<f-C$*WKu`3oyB^r#J}oZ|*NjyarTA?FxW
z8HXcA9D86^FAMOl>R^GxscUu*x4W3z9U7Hg?K!QdXH0HjT3LQ}F?}E4)sIhLVGoi%
zn!uzVSB5i3cw|RtKP_d*zm}sO;HV?<hxSicGj_$f)uJ~2Z&C{_t41LV+lPv<Mq9CN
zvcr0nV_nCG&c--niB#!J%EEiMt7GOjNux6K5<<aphly)eAGtj}4r7UFza|~hUT}Q!
z_rXf~wHL>*04S(&2#UwiOnJ-KXWw76x@#Lfp0*Q?`AD(RAh+w+D$5L`w@4V>t{HvI
z)hH?e-j@#OpW4l)MvB(dC@Gy|)RnhNSbtoz{#qo~*R<sm(hcjv_`z)wM&Hnk9*oSW
zHcg#uQWdD&Xr%Kb!Kn4QqPN0ib~&svu4LH2e$+td{RGUIk2fHuI6~aY?x}|H0u!Kt
zVob*|#|z4@RQtUU+xCAkSdi-&H5x3Krll`Sd2O&@I{Pg)7-+B{FT|4u3zQH~8Z4N>
zJlzHh^4UH1)t>ucfily`vjPO;QY%<T35pyI^A~g_omF9!V5WrO2uBHc{SdI7TcDVu
z1jQ1jt)m2`LY!TDiUG5jniDM)bCjS=!hE(?LGV$6*^!uEB6P&ej`F=mj^80+-a0yP
zXGG@90`v6B*)(tV)8|T<w|3L#MP`1U@oq59uQOslU&6e#kA8QA=GO$;3Kcb)s>(*g
z`~tzewVtMq<05uhX#d>9e%f_0tR3`w1weGr0}cmB3&ql`y|)`^_f?Lz#6Y8-(o*(Q
z?3&-te)HZ{2Jf3MgO}cGVr@9*u6a4T)4nd_RZ7?pj2VGvjR-t|P;47<l(s9_WtO%9
zmhALSTnRkAKS+ZKtKcI5Gvj(M*4in55SHwloa_Rzg$x;)yn%fN@M;9(47`?I)(Qjl
z#n%yCNMBrqrzH{((QQIs+>8Wu#RD~byf40<-5G5x-Z3KaFha47#1wSGH?qq@iQaTW
zHvyP>;g0}Vj{=pg&CEyag>TV%;ahQ|o;@rVsTcki<F75f1fR7RzKz`#ZB$S2sIu4E
zqX@<}u2iBPb6~Ody>~>(La+7DjdXv!a+W9AWtQ&NL<#AB?~I7VY*tX6_MJiU*UCwr
zwjl}YZ|`zP37s`)K2rZSP<B_2@~j<7XqWpr2b6%sBpKyT1Lb)~6zWp`O+(Quqo5s`
zwWrI<-wO_CGGvK2v$9Ja!51qh+iNBJKb>qWpVdyYX+nFu`((*%I=iRtYs^<?#AChc
zE9%Kq&z0;0Zrxg*t}#<!&UZ*_4t?d^(JfD8-@m4p7U<)gFFQu^EksDHN8VE(tL^D_
z724<)f3(jn9%!2nH{0do*0bd$>a2O5hHB5*o?5{xy`J0Sw2t|EI&TzTLd|mh4&Hv0
zWv@8K<~3Y-9Z}LAc5~#_|7#pk_<z$rw^!DkhasmoR(TRj*?cy4{0=^b^M)e~OIlV+
z-)7gv^nC~S9}Mw)7oLZh!z+3^C--p3O-FE3g?ZCI@cU@UP4C0=1O28OhASV!<D-zf
zK8EM95YJEGd0h0=>dW#0$kqY+oS#2<LN={Q{dMI8{w&JZzuEITiBN1`CMcoGsT*qa
zu_Pm<&}Sknt2|EQ)_;ngS`5a$#&&b2vKd@l-}AIK55hmHrdA^Ictp<NucM1dc>*gH
zQ%Y{<W#V&$WE+_;apkMQA|m6a$b22*`3-LU7M^jL9rzaqn(+CZd84|ep6AkLahbFE
z^>g@}^SGXv$!62%7H6(eKdI+woxsAlgy}z-PUNLgy)@m^I(GV%>hN?=Mps5r1NBV|
zbIOx4@$Gy{DGxOk7vgY1Z*Q<<Rex{j>Dr&FzZpCsALR*I6Zgv`WG*{AdY(F~k>`4w
z)%345^0c;JP0v=j@g?x2w6%O~6`P}>`?EVMT}?m02<i+zmg_<38&maPV;&7X#4W6$
zMp(2Q&RAmjL}SnE5~~7HUdn|NHqEth%5a1%cRb5TdrD!qu~7!*I5Wy@-<aA>JsYCI
zyak~kx0NySm}6Zr#~GLtESN)@dB)3Prs5FQ4lVO~w#+MJOC-(Lk1|mnH7gwTa<<!o
zup`+d1C>_a=^2kL8H&|bvptQ}2}hGM)n&~+SIUwL<v@E=DLD?rHapHu4JX!t`AMtO
z4C3ifI<ftl<|WDs{5j1vTglXL#r4peJZA!JRujF<X%`Dx*QWy@$<z-<#$Oe-(^ELa
zs9-@$Pp4S%<d3C@jNEgw%#Dy{@DL#_RMQD%lPK(IHkPg_E95Cx*;5KnGYusX=2FXJ
zV!PddO(KR?I>xd#Wvx7>>WcXg0wYXX?N;T~G}gZ<8{{!Jxne$IVA689Dq|W8<dm)Q
znA==2A2l!^td>k)V^rZg<T0Oc#eCAhqy=<UPEBJ;o${1C<}O#v-3I1E)smXVQaj~2
zdCWbom^5NfkI;r{!88`&DKE-n?sdhak$u9XMR--tbYoSXvR@wafGg%J2#hdkX<n5v
zjkS8p>++ayx?;X%VA66u3#QCFQvJ5Q=Mp;5L@}1?DeuY?zGqKpZXJ8r0HnoxIv`%;
z*p7<+Q$HOU-%*P8cn41>jn-JkryP~1{lJa(LxYx<_*Iei<Bpz|8m+O|Px(Zi_JkYl
zNrRS_09KLq%}$=nHCkgapmJKC_KX|t=LYTbV*M0lNqD)lUJ{Jefy&qNwBNeXerM3W
z5K22fd3agD<lN$xYC#vz=&%;ML?g;rSg4$pM?P<lEVT9hZ7}Z@nbk>MJ=3DWG?pML
z|B=W1#TE0Sfk_J#^<t||yTWr+suq~o&7+-8su;@>l|SSOYp_x0N;~~A7?!5GpVlbq
zfGDX`lKW53oid|kp89(?&%|gF)mXu(#KVkSZzRzkS;+e&gPB${>dX;!N4#2h*j)0c
z4d5Be8kJh|#9o28!$OvH!$bE&PBVyUiDOj6X(lmW2&o|(iyf8v^2iw`a!17$xuJnf
zYak8e*RS&28BJL*mP0B{<uRL^m?EW67FrmXv_{gvJk`UqFd9r_$)wU+9<z-r=4A#Z
zt(r72qwSg+%P5t0@|f*iF*_KT?^|lsNHFUf15Iq;wB=pqaFb#zvQ)arLtmjocV;z+
zZAtBBKz|$tEmg<1?B%&sYYiMn05pErL!R&&ozMxervXT7GWE=lvNd4R8mlvv>*Q(s
zy3zJCXldo9Gws;WjkP6O1IEHmWq>_0wvOxB+jD!^v%558<ZTH}epLptcOg5R+h)A`
z2DgX~G9r32J{4#YZL4VG-2>OKxk}UHhbx0Hnmf!bELtQ=uTfegswbNLD=9oGp(A8`
zoO6VI8gWDm;V5T9KF&!~LJ5&pl3EbM9upfxweL-yhT;h0&GK~PoawYNP?{=AaJ0zO
z0w+-vDE)ZFV_AwSj&tAUz-u#VJW1qjZ}&#02`U7fjbJMW4u3E(YRnd>(vENTXUk6(
z5$p)eVPjgasuQqV)%Qon_Xx|<aEMXrrPq5Zw3_c1qvk7cNGAO|knmU(xiQi=O-dzN
zb1E=~^oYaq*oHQAc=lHVxkMhh%pO^2QJ90>v|LqZwttk}G5Mo>hdkn)_J|l~;E%F7
z{6))JtBR=9K>bIry?OGO0eeg#CC%Zl7_)-qr!qv7;c*7$LV3)4Trp_^EEUq4)q<H|
zU@nozyx$d*mQE06Vzpp;49w;7m@8c|&5tn2)q<I7V6K+OT<eNS^L{BcYgG%T*T7sa
zkGa7Wlja8#W?C4gR1Lp!sNS|sHwgbCPxz=kp*iMBvxEt-z6i+bs&S)mGP^&wbb2r;
z&oew$3U|&7&*)q6ZCYt+;O>&geZ~#<S#?x@4?Ba8YI7-~4f&ql+AH!BgXr(_ME~bT
zM3a6g0b7S8V8|;{igrhVXM~o1mm9Qi%G18>M*EJsVo+r1cW$I-mzI7#45DN5M91BT
zXc8`^-__NSeuX!BnrgJhLRjUrJnb1bTAHOxwAWSxEn4Int+8HK`C6X#TQ^#o$xF0-
ztChCDQ4-F|)1G&urOCcTJD^%=jg_{_f8=R@aihJ6u!t5j;EWCgt2jfR`)FE9LyZLf
zO&<9Vdt{+OM{}5o*(Wl~SEgr6^~!XlL0A*hkL8Aj6WFblj%L$TW&)&jyL!VoJW-`8
zQ_!}fm(du5Hr1XMXO!JC&a)^cEVsgY(sV}IV3yeS;}*5uBIyMJMUvJ4Ymu}cw@7yj
z%PfWC!g5q1Dh}fo8TN@}H*V3$nUHsO%y#cB)ri<s9<jMAVhaRDIdW??B3>eoc&RI*
zIY33Lko70SzE>MwW*ss*Qy#IME223-H7P6=rJmQ&0jiGjbe)~)LI<d(gu#V9C=R0n
zZUa=^9C&R8sJe^1E(26oA=t_@JRI14fU1Xxz-rjAk6z{g6|Irh3D~XC3{d4G*=da8
zdWU4P8K4^A#%K;u6^Pjy{=$&WV_~wYQe+?xl1Cn5k1V`}%>k;JBD4LY9G<fdkMb~i
z#NqacwgXhOqFT@TXb}}-m9;WT9&@xkrjU~6099Faq@*(2$ncxxF~_-LngdjKR14;v
z2Id5L%!#g;=Ex7N<gRk28>_pON%EMJ?J-l#5sP(d_5`B~8_i>Vw~>6g@?6vGxrD-K
z4)xGda7*$@z5dLh9%J3NQXo%QWKU=&oH^8UpI8i8T^aRIkJfoDHxhJ?JnmdK+-Hpr
z)&n89AssBK#5IS3j3wU6B6-?--Du5WAX@va=YIH$NQxH2Kw8=wOSzR5^0cemXlao*
zHF#-}cNJ;PA);+YN!TJ!`xiG_bBO5CYA6Zj5RtK7TiGE``-B^<IYjh$HPD(vM8=wK
z<tcgEU2e4I5Yb<&m3Eg=5}uQ%-Qz}U4iW9HR$60axbmVr?Or!pbGU_;j92j~Gsj+D
zFw*vAdD>UpXcG|@)d{qWyc%db)7Xo#fLwXgo|cWhpqjjxtQJ+I3{h|UHEEvuk4f<|
z>&s{;CXEGaKNRz}Tb$o9;!F$FwK&@k#T<4E>xdE7%VOCKHk$33R5PsBx9Os*8|Qk8
z#R(dx5u)74+8H-Gvol94&h^}tANo6X7yl5&KZt)N5BH55+_wmeiXN>%*WpkqW+$_A
z{@4zXEwft=$W}YD)%fbtd7epO>1oqX3Z~BY^pDYAqsGE+<xhF;n6WOym1gggmV67`
z<1WR=GoT0G3wT<|eLSnX&@)@ZJ!3rKDU3m~4AgSNt&OlKnQ2kCfLlIMPi8e~k!P$_
z>MmU5=@+XFuNsS_m9F-<7+(GUUeBnQE}?VI!k+_rrVp}QDw~YSWEJlvU7qLuSCySZ
z`sr{M?*Z(iWV;38oGW89t6kTz>q9X;rJ=gu&X|V!aVC?;Gk?A}hL%|7v7saIjT3*P
zjD$mbIkduBadgiovTd?%g7?jE#xX}*yRVGLZ*%Ex=n0jRaCy%Fw$p>T<FaXJGOm)L
z)}o;tc;_;Q+n9>qE;fP#>`f?Sg7$-HW7<#(n76T=q)X5^$=!~A76lC_QwX`lE@T#e
z+myi>>~=xVHiB*^1bwFwv@#brxNzeXbsjjgub9bBsX@u!UI=}G8Tvwr&~X;J9XcIL
zPJwqc0}m)m&Cu_c2puPy+l9Uye@mfvHbYldnt`vf4cy#jj0z-<B)1Eljt8gEy9%MJ
zM(AvZEtfRMsp2*v2b2v4csC*FO%Vi*gTZZrR<;@;cNao_)CgJGJ{UWlxPaqmZ@bW+
zFhcJkguc@V-91TgF1N7FpK&OPa=-|>0zspeWDf~yC*?Ibp%s+fW;55AP;He%_^ZQk
z{=pnxc^t)WdIxE*`OxRkdbFbL7O}?=1Qm;3ra9#}^VO;l<pgd(0xMtkXAZ`Mt!7yL
zD`Dp|gg|zB3wHj=e7T)7xWPFiolVdaPj&l8#@R7_OdD;LuMzTh%+XS<(p+^mgFwj2
zStyE0Ke7V*c!ivY|BuY69y1pVGyTQLT!i<ph85*EI&UDFbVEQCp&D#<tQMhxqNP}P
z$HPfr4li+u_-(b;odx8u)1gq}%xz**5rj{DX@#d-fWNMVT^;m|h4rl~%?G0n{T-+W
ziJ0}^oerlyoCeI{tQq)iWeq{aCP@eoTP_K#rp+b@g7SKZXtNo-o5N`VrzLZ^%~tqb
zsZG(OP<5DlWL}0K$fnP<skCLj_Ahn(Wu>PP3o$dTbbu9Y(`~<Crc*VWxdLV=G9v^l
zS8^-bCRvu`iY_)+8)ilcW_r3s29K_L(KQq8I>XFp!AxH_GmcgQ_N8usVP=eJrmb=V
zyazLfm$f1IZArXJjs+14fmyr*e#6pO(b5Qbk1{M(wZ<G{SQ#%`89M|`xAE0xW};zc
zf@mfS-r2TRZ~(0mX`<yCW+sYerolT8&J4qrl8@icSrm|X-ONM~^aN#z=8EB63g>p_
z@Dec_zn#s6S!<}*vS#f(7eV;c`D;DbL{vM^r@upGnk{194eteT7Q(p)&SE%A;oQ$0
zj=l`Pt>|)3r&*d;AP7pSDI&ruc&~=D4$ec&;WpRfx7DWjsLJHdCImq?b48n*;k^aU
zHaL$lhuhqN-_AD0EMiZG?NhrGL6FU9qRpq^y&KN6aGqxlx48$u<!p*31KP`x+6XTq
z2(p<c+T088eQ@?OhnssDzauv%SbGg2_^4qwLp1jW{NIH04xD$H!)+eI?<(1>KnN7W
z0&bFyr&f-_|3f&(;2ei@f;rsqN&K#o;nN6#3>S%UJwvtQ7r6M9Y3}PPoBQ4{H%m14
z1H8|{`8S*&nG?{WSk>D90>Y#Cm52r}!u!8)euMJ|oS31^iGx#<In`u83E`3bGSPlA
zyi?)ShLZ-TE}V2Y4VV*98bUT=4$thy_+6#UZjKNLX0`~^65g%gT*4fl?t#jB<YGl3
zKD5G9beUmmj%cebyf25-0Zu14UEo{+=Sn!;nUkxGr0(if@Q5PL<}0NqLO`6=RR`nR
zs4X{oQX+b_^w$4gnJdPl54`)q=?`ZhoI!Ag!12NHGsm_N2O@s!kD@^Few!ykjE473
zaK^wH3uio>32<(Oa~qsV%n?Xf)gE<^JqO`Y5ekSTQ{g=gP9B^Ya0=iQ!kNh&UWjKg
z8HgrF%{Ofsf+U0mBEoEV-vQ@NICsIB4<`U;0dqLQLdvHq6{`CXq)#n;B*I?gQu;gO
z<027#8NAEkEQhla&Vz7P!&%E5j=m1Rt>lrmQyxYTlzR7y2pi$O3C?CXTj6Yj^C+Ch
zn8Oiv;J1Ll24Es>!|p^7gs@mdcnaQ6!`ThzSvb$b*#jrY9FFh;e(MOVFh|jh{yzjk
z2unqTm*Bl0&H*^D!g(Fe8*tuY4o7$!zX>5=GbklBCUpow5W+GM;V`_9z^Q<9lsVky
z`}nO#+laL}04q@`e~ci=<^!V5PvCvrv~<GOl6_y*p%?j?VQGbE>7VdEV_Nz=0!#Mo
z(ZJV+rB$M(Z{httoFCwvgYzSEcw+v9-(iVqA4Pk^zaRwdz|Ga7;s3(_H#mR5so^th
z#xPkmoAC&N@^7tfGJw&)MEHB)q`;{Srw*KSI1S)5Vh)dcWBjgC+?yi=;!rKGftK*U
z1Wp?`ZQ-<o)1EopdI$WjlJzbKfvm3|gaLT{GujpKzY<OlI6dK9%N%aFH-1N9*lbJm
zLkKWjo>|I{9iN$9n3Js*Z1*%)cRlJ!h^SdHKo3gUpywnq@&<ShhBFk-FgU}R!=o?)
zzn!AczLILkjKgRI;Zw7=vwg-Q834VR{tmCMO(O6(B7$=(oZH}J!^wd&l{p-J8h%^R
zBOSY)fgpTpzsEdXB0?{uzXSSa5q&1Si{X^QnGI(SoVjr3F^8ki$8Rfoq;K7Y2!e|2
zRuSPIc;5$S37q@kEQ9j^oE6OB2rKbhK#1b4y9PlJ!Zs0M9lTZ3(nBGZ>|gH~J98Yj
z-e_3bE?Rm7-kVKJTcj-68`6%pRUS1g?GP<J2JaoFrN^saN&8CiSHsW~WC;1snjKFw
zZ~g^oSCwr%XV};&MrIGZ|Hd3%6oU9&wa;#Q4NFgnmiEDWziH`Z{1ytGP!wqFQli1}
znqg^|Xz2}jzXj(VIPb!F56%(h@OW0>x4rcm6Xoi<4-f>^b!`Jv^KklcBsJd0^w+31
zo)OtUf%kDZC*hoea~jSW=5Y4U@!P^4h_sRXHG-hW^*Pb{xA6WB&i8PBfOD2P-0(U4
zwixDid4ZM4vY!wH8Qvor{tvt_z`4jAZtlPMZD&q<JOpc0VVa-8&EDJ}2!hN7MRPUS
zgf1l(PCT4M=5U)y_$_6VK^Q}rm+~)PG@h7>Ajsy6qRras${Q2Y>D8j7M`cAc($Fxn
zS2WTX-c6aqqth(ZP~@Wntqe>1L`$vVeW_`wO{gXNj$5m+n%!(Xv?EKZ_i0b}h~B^*
z=<o0-?H36<!Mh7{cv^JDZ^^86=y!BCEFBOn^?>))aIRqvH`f!tCC!;7iRZC)_Ud&A
zf=be>qPf2CzTU7@)j`Y~3@fi2R&c)IVE7NIHZy+1%$tT8W@QAtN5L5_n5yC+&RE0N
z+oG-U@SY%;am*jNi62>pnS-L4Y<N$GlVjLYa`9WbI0#?Q&B`nfK~QlxB$}H6?|e9g
z%+X3;Rm()6*syh2v{ef4GB~s0%wY~M?sww1bo|&6H8i7ZG~0R0thbFhM&(UoOK0+9
ze|qD=7A6^$w^OfOmeP*p5FOjqTsv;4cdXRBqoYD(*x@|yvaoSxaNFVK$<*H}$ts$x
ztO-9x_!8}~txL@qM)Q5O+>>>Cc79$CJLrl>?gN2G+aVCPjmZ!c!%WR~d($>+9F_-C
zOG>j#^QIKAZE=cn*q?+q0lvM3rCdlm+Wg>e&c*o10->jg6{3>{(Zzt!M#d1FooOnx
zj;3jX1{LIE5~jOprn?)asc{^L&a^pc<G6(Bt2NU-t)|Jc?2FV)aC0KZNeR=vHPd};
zOjA}%jLey)&B-07BurngnI7O|n#QqY+vw&u{?meK%d<zFpyB1InZ-r3vkGaKaDGPC
zNLIYe<ME8D4Ua{@cY}sG*oqnc7}%9Xvr^5)$2lsCXB_#g7>u2@^VH%dH8b>P3O%Po
zHJ)Kr<1r^2eBsEGuUA{mhAYHIRhY5}sm0H_yO(Ko)Fn031IiM^TRDQdw1WS&B{_Y=
zHTsEFqc`U%e8uVMOS3h*#{tMV^^9Fx6Y8N7@|B@yi)LwzIgv0LCpDW{Zcc3Y#xaSB
zQA^gXp>&U0Jgmt$RYRO%AV&8EVJ9=8mCElN5udhT*d-&%Nx)2LD`|m7T56CQgZ`0>
zQ=5|~{$&q}vylG}q*`KHA0;c%?HbXYRU^_SSfHSv1yO*H-&%{{B$MbZO2&lD{Ol6_
zXuirI@6sUem4$TZNtjbI&fBLO<9$CggFg!Ou!6R=d%gp#DM;1RVh#KOS@5tv33YDG
z867`5a$BBn_WTW3z67{=s;Q2&LPJ_zH6(Kq#LqTJ0j=Df4NW?#L&ZwSLJjD!TIo*;
zBR13a<;4Dg3Y8h8mKy>4>UOOb^~b9g^~<!cM68%!u!%awJfQsVqi$F3^gJH+q!!b?
z(Ztjo8|X<fRp-Ct>7c)KwVBmaw)bf^_G#N7hqigmn%|sXaM3Bfl)lUoudD_@ni)D=
zxd9#l(PwbzEkofkoxQqPff%M;%*>jDB4e%W_~GG)BTp86W;Z>L_c0UNi{jVlV-#70
zrk2;VjZuY`38y2E5&N*n9xZJw+?ao%jvNu!T;2JyC)Fmy&uF&JxMjFGCF1w!lc#zz
z{0j~F=g5=ClHukIi$9}}QDhm;;%}Sb7br&l#F)sVBo1Yo6E<S-)((GPqY2^qR7Msh
z`xyB>F<O)wS)vrh=P+{yNSu9~B8d{cLZhu{{7rbA+FRlzd~Ly}CSfd{@fzdWS~l^|
zVdj*Qc$qj!R)qeJoUfZBADe_wIiOZ^nA1-ZUHL3^vA;V<xY`~;{_BQ0FU1ofLQjs+
z+Xg|Rt8c#I%n2(gjtF5*9lT10v(u~#dDG^s@De*elyzaux1crU`f%)_HrSDLBlvU|
z_W0Kdrw;Jfu`Bj@?R`7Es4zG5ed`~_NykJ^iqFwz0-LjByy2*vG>Lt7;xgHksgPnl
z<qh?y8|s1M%F*D+%*x_flR>v=jZkY|jO8($9(fEc5p2#ZXibVbS_G*J+m_W>`p_Vg
zt$?95ty>dOLS|uhK`w{9jJy&v*=T2(?q~Gr*<W9d>tX!?zrtfM+ZqGep*Ay*y0GxI
zDAaSzqi@(1OKx;0X#FsDMtL=lMWDE-tT2a1&D!O%=D-}ze~*>lW@wgBL&itVHjp_J
zs3m3ssTV3d4b{SdaUqj{(De1+$8EBIz387fH+}~giBdn>M8TU_PZiljS;7HVS20mA
zwJ4T-Z~vi!onu#;ofrDOol;{hH^%;TNey$xQAXsc5zuNFmKqaLM);Up7L^yF08I|{
zsI2g)9Q`qgbZWzjw`1wiCNi-|sk`5gYZ1sUn3>N$Hw<GQtWRckn*5J*gX~|Iv@)kS
zHHtW`0=zb6X;l`Q9CuLSX?>+gi`A2y{zaGM(i_hq$z|3R=H#g+5l2oUZq#^-G;(`+
z<lb?K9Dgr4#*NL&V)3WZ?PiXV)0@`Ty6jz!aJY&H0du}qiwF@aIKul?LBPw~oXFKG
zLWB=F!m+3kc;nfe;?-I}Fkh*buWkMl-0Y`Oo7I}cY|@vW|7`@b>{%3E<y0lGSGhI+
zKjR4htRh0doDP=hh+u8mSwTMMAYVoYg2ua+80KuTc8(x#qDIo1H6f#U!<B<VZ6!Zw
zJeuB1U-L-(991ODmI0r0#@>OM;iDq{3)~9(*QG}Pn8ih_7uq|fMI4$FT3VbilZ9HO
z<=)H*>Y9Ie>IFU%66K$yuL><m7dcfzY}LjI%sFcv4Q5umS_?CkBnRlYOuZ59K$;Y*
zb^mKilRAv<o3q?H8>peALh@>98kgA%ZA@$FPvc1G_DJ$wQ*$O<S4Sjk^MoaA9GlcJ
zygVV3%~;6h?cW4=VSJM~187rF32(qbTiAm#n{vH)bM{;}M^3Z42%w{94{G!`tO?qR
zb6#FWPHh4n)h?K6ZZm9UgJnhOz)?CykD|>JGpFeFa73ZJ4Xfq5a)fSCA*2kctyivm
z?jD=?-$Fe%I4&trGBZD~)UMgtottF;x>Qo;^r~wdqjd|4qxQU8N^c<KIqJc!UK3SB
z&DNqhFRE9iOobc@6}F|9X`u{(?8PD3WTpsaQn9&I^VGf{dxq3`51aJ`FcE8T95buj
ztv>uQJDz?a(kS#GY1&ebw%{YhH*HcDvwN+Z(<wP@^SMgTN}+w{D5zE#lGcKvtu)7N
zNUTvKc+aJYn-Ybc{FZ2am#|}4N2zyR8{ay|jJh%v``&5$PO^P9ZP=!}u}wxU5nF4K
zEqJg);;1+&raoN~8;MMc8&kd;lVUKn5t%~ww0BG<_UGj_r<N5?StAq^rO=IQrW@BR
z7H~Z+u`;6uOJHX;=M_$~pcT8JmAawL9$a6~$95uGaQXG|N5rFYDoZqF4ia7{Ubnk(
z-QmVX_5b&E*wd!8w{ZP1Abv;GTz9&0-Q~tbyZLEc9W7k*PA80r751vHEWOGTwY)5`
zWafM~xVzopmNzgSfX*VEn*Djg8cDXWyj<vpb&ng?TB4%7>}tUZIkUXdB#WDwGu4t@
z_qlN`apT$muDVo*b&HzIHY@LUV=H%K+iGTIcabgF;;V!PvgN-#F}ozUI4{>)&X&8u
zt#pHX!i4J~!bMckhGpo37OsDWzc1IganS~f>gWGWPV1rX@GR~ItEg@PyrX8noy5+b
z3})Ywc)k0M&cl^aYW~gfO~(mU-+D6^=C?KWj<q@ZW`i5fF}2G(z)?qLC6)=#?^4_M
zJfmR+x?DWo#@KyP*(8s(*&a(c2ZQ!yr01r$CHqsx#jlJ4lW#Y@RUUDhJt7Xm;75|t
zwvL3@$ATDA<y4xI$tAh@Q#-UQ?A^7CrRLc#54yt+v=-abijiuACuh}}hbWIDAxkmI
ztY}ZjqwTaoyOdFxXcvsPNq;d7gXeCEzao6Q>(FhU@o;R;O>7`;cm9+--Yy$F3tbJ&
zY@r+;XrZh4({q&^-CffY+lqA0IMCS~?)97-U8+I%JVMo*?x8iLQ~A@rCQvudzV6uL
z22jTU7$hbSD|hAUz1i{Wg(kWa#3;4j<oHX(6bd?|kWJ<Gq8lJ>lS%nEL<CeTCdc0s
z72IBVxP5MLw1$J=d{(%T@jauj;r7cD9&jd1(khM)L)LxeN$2MzN6+-CJk#s0Ojit1
zCw)^5P;bgZz3mLeUj<hiPr|5b%*%uFh=*JeX&DI>x6##zcvv2>!WD6Vk&0tP#Nb^s
z6TgX(dR~_lCpH%=lcVx@A2{P_4+HH<N(netq?4^~so|8Qy;LX9vApa*lBYaoPboB<
zXj4<d93O@$m4?33#74p<0?Kh2y0x=v#MHol${@VaPugRe@BN8JR!<Nq@#^T7oSdv4
z8ySCv6m93S#QGxbDH&P~^0XTyEia;^oEQQ*ZZZz$=$Dhj4iuSI9Gq7WKS8cN(C?1K
zb|UT>dE77DaAz86niYzRb6=CQb8@n<N-MafZu0ALxD|5~GsWlWD+gSg=F2y3xU{1y
zrS7)~wc496-?;(MYApiD4o$CMi+PFh$x;O{CJ=8qZs%VPNo3Q0IqOEa!pPAnB4O}!
zAU-)>imvv(@z;vw?YunQk8X6d6pPX?SEOUl@VHxQvhr4(n_o1AEtd^?mnV*v>*+4I
zHRTEs_h)(B3vReOjl`T5ihG71v%@CAwVV<>cYpi|xyR$|1M%00xEJMde|5v9#aWcP
zd7-$o*pOxN=(5Qrxuq?Oga2BWsEDKC&Q0yES0=X-#}R&)$Nkd{_cb*uE*ZlbFJGDb
zi$|(#e!4OK3K1s;OP=Kps)}Q`R{B|^Lfuu9aOQ7{@0B2hb7EV3cQG^L<#7_-aA@Tf
zWoA)mW_t0clxUe*7F_vge3IOw67x)AC$Vbw$m6EC;nH5bggZ;brKXNlT0Y}T?jpj~
zl85uU!Cf$(<C5s$c0CzCPR!^!@^JOs;AlM?rCgZ^hdQxyI?HG@8H$Qq76jjYF0pO8
zR9aT-kDo23Wqo<v3^&~7Sb;>ivqfC_j82=9+)7N#M)Gh?+~8<|9Kp>I;gFWE)M9Db
zzc`n@T}oO8cTY*)TT3b}R~?R@E~aHO2V9%>Oba($TIEK#EfH$9w`W?p0nmQL1TZ%w
zy~@=OM#f(yl|uWEC3X{2sI@~1*)(U`xB=2$#RND{1e7mr`#wpWAi`zJ!?kmRqveGJ
z7ZBlseUHW;m#dNc{yTAyNY`GTuA>_rt*j%u1s1w<cP3XvN7vbb&Zg*hb)%z&j6`<@
zLap|q-^~qxmI@NUA~AVTRRqVJihn=4B<k*vL^fr=hZ`X+{UgGAMZ#dr7x5p;(}`8>
zHS%=5+~{Z-AJHuq>5zV(pnWp5D6g=j<&>h}%iqQymB$?~e6;E<kK4x$_y2~fTQZZ`
zz+~{5UlPBT=MkUIe)2s1-FRqq9VOo~G5LbC{z#0MqZ_#~xviMF1Lf%kxzW+uI-+|(
zq(kQRLdR!vUSST)+x%ePxTGt^`2~(W348-g)P}OGBUwY_v3(BMEg6?K;6@Abh<k;|
z9X#}V{OGD-`sFc4xMI?xJ;GciV(!_WuthHKD{3WOFP6+v@^qse=!`U^wRr@$T7(NO
zsGanbT&HnV-K4G}-57bgv2Jv<9FOSMTIkNzO}e3uRC8tGtdt^=ZoE9*1UEWbOGk97
zm9A+*BXLTc<71+>d?R_h_*74nr^|Aqqh)eLw_c>fQ~k0qJ}@;nv}4kXa#{UZ+l1@H
z#LRZUwP_+ual@r$afF+LP^-O(kn09OE9eMdLuh&h2VR~Kj4p|$$tO{s8zJq#O@zw-
zB#CCY0noBK0@xImME7(~ct@_#&+3sdRxCvY@<~+WMo7!!h;ZirB#CCZ0nlnX0@xgu
zMBV!(JuWr!wa%B6Bc@P^LkiinGt1lnX+<0XZWRH8cYl$*J1V%@@^Ew9;Ao?9g4<?+
z>pDE)PI1DSV~y(A@R%!4InRO8Y<SSBH^SU*!CW~mX-U;E1M-*)Trp{79AWOTV9vTR
zVPVxU7s+GZ>wtNg(FCE@bA<VXh{>*(??_g6eOJ4^>Y11{FZ$^Pi{)vTI?ys0{w1Hb
zS|{3_B5m-<h2%xjjZQvyidN8DzVt4WM}5Es)jD^I7UvP_Qx??0*-7`yeZSZ>A;I#w
ze1$yTDjPiZUN^t+(uzHz+hw6!kdxF(Za_XTIpH?3nq2KbXVV;6>qbXw@rZ66LbWtU
zrar)m!xCjVbDb(8*SS-w8^FgtwPGW>uz$-*ctfu3F>7JUFtIhc-XT3~UK<<SaA<uV
zrN?t(Zm}d7*AxQ)qp>20ee4eYcV<$0&5mo|uAr~|>^KV7v>K&;pPz802);=ke6t%k
zt=1#(J)z)h*^Go_TFM0Q%>@a|<tCAgEK0D9X>XOs-R6c%EBOdF7>c_PeevPBB`lfq
z^MmJ#66VT1#LJ5ldWosKT^@Ib8!j#ABit85ai1}8F?6teZqk!-xD)0l4HR*okjLHW
zhD+=E2zPHNZVpQEn8HFz-(ZVC(nPt=`Q}AQmx`6pQ}VdG+;C~>AK~s3af4m&Ny?Fa
zf!j|hdd30MrmlR>9#fc7MC${I^LYeY?Um&odjj)a(qWj|@?9G5+uAbafdtv6f=3&o
znvrWAqzXEujZMAzqAl4a!fTFB6`-^^Am-tY!<i}4oM{GUhnC@OhQ0E*`>eR_!dDK`
zsRV@ks)!rWB(~ZbE_>{=^7BgAI#FSicfUOB0V`~c;hCY!9O-Zaf_?pe0{f~w?CYVh
zbwgqO!_>5MD5LV9vreu{YAMz&Z_4w$9m*4mL#HTE+Pxih+VRB+B{Oras}&E*a~`te
ztSz<^vxcc7f1+nQW@W<Fa<iIlU7OHY{I+md9;m_&NaV>Irq23LWck={T|!eaACJo8
zeBg#dYnCY=4~zL2tg|_3xLh;(+D!><+6a&6NA`5N%Cg|Q+mqg_Bh;==tL1Q_gR+)Q
z31SNeY!*=+bBoj`K%hv`0TJ2@MPE)e(6XNDQ@60*0Skq7R7@bb8f~ezo{3k$!YLAB
zop#1P!R(e>ePN}wser#UqW(eTxJxwLIGl4K5`Gg(h|?qN7j=AZCA7RDn$oVc=DLKB
zq9zm;i1C$IXG0OOEZ-jSyfY&2q|+G`l;_8)5%DK^#Q(S=(peRRc)S`BFUlkS>WXMC
zS~yvah=0f<)|lWpi;pirxo(KMyJ3p{QWa_@`;Iw(KEg|19J3@jwJ_cpikCifp7rUl
zbaVY^#Sqo8<5DcMs#E3ZYCF?uA5G0U>t~{a!whxtWmaDvF2fDZoN@g{ba0`Qty{^%
zwRVFuCtH6N9USIbiz(M$9<HMsoH^I}o9N&$vs#4fE)Unk4bGfd{ati$m`5$b^_7Ra
z-VM&2M@@%ZSURs#Pb+3ki*SSG;fA`w(Rmm2mN*+-%3%(*2zR4A+)Zw9bj$_8osSL<
zGpa?n+vMRUxxtw;s(*|QE_D9%RC&1RZgA!-;Gd&|!<=8SgL9`m++A*PmknKaqwz|W
zdICac&6YdR*bFW$ccU?9&8|SGmd8`#eeXIDztRoBocDQA%qupmEjeozZ}iZqpPL*~
z$YzLXvm2l}x$;*LP;QvP4(_iGa5mZZv>Ti`FLf6}t@iBO?FL}Z{QO-^ovLNuK8F;t
z$-ez=fab){KSjXkv+rGbxcA)P%z2-5e1j$Xq^gF{f`42d?xY(Wox?!yA3BGj>Tuu6
z!+q}tXHNNy#{fj+aG3Eaz8rs)hx^$L&YbZ{rzu$ABq~)}s%$&I^P)WDuMUvrGz)Wn
zrzb24t3>&yJY~$S_FYhu(wyE&XEIpQQtA;2o!*(kOiK1eYdO%d+D+^2nbSMz=!MAP
zLT7h2kcVsN24~Lhq{9{>hr{Gfu@#gl57*8OuDMT5yDhS25N30VPi!}NobGNo=4?(n
z^dR!I3Z1*z*8$GvC4apeoH=*1KSH&@Nj#{oZL|Sy0Os6HI{iQgi0maFnnEMwQ)rYM
zpgDE(#{WqQjdlYtr*3A5b!lWN6gqP=TRw%RxB;3oH*@|cDU|C5V9wm6a}c5`Ltzs)
z9TLc<oml3^XHMLtqYQLD>2_i$+ah_kd)?T~d7E?+frU+?0&s3mER}~`<^XBFsm*Dd
zEyQO)?n@9KI<{@~tdOT%<w|MJ+NARgsxK|q%2TSYl;)&OI`SYY%J5<MhvgABIv}zd
zEo`PH9gh$dqT@u(E%Ky)u_1Mus7a?NSV*OskfHN5cgWK{VME8>;pW^LbDk!htPnX|
z=rqme9pG$Q9)EL#GpA_=5vm2wb(-c9eqc@|Tim_i2Ee9ib}5LgnTTncVl(l8LweY}
zBwlsHF{f$LF$$LSkSa--iYe~7aZn!akQ>}j>gmE1Y$b|qCZ%XF(^5>Tqw+K#xY3w1
zExU%j4W!^OuTq3NDGztb4bGfbNe3lFo{yMCDZ+gv5BH55oH>h<4o8R_E_BZ15Aty5
z+~CYPlXP5y1x~gpVn1c_CkINKdh0*-l(thQFCf@RF<rY%zt|I))jFNOK!ay={(=q=
zS%(1gti)3GheHzCRAn_L+7GNS0Bz{PoY+K%G3bEul}G5jrX*(3W?Y5MYf`UTmNKP_
z+f4N(3QcP|&gL(aO~zkUyq9$O4EMkKcsSMx9Ahp!B;~mF4;|saX1BB+$(RPR`X^UA
z)q#2SyNP*S2j}mjnG=LVr#NJ(x0R=~3iLy5g+Ec|4q(n1B-k9NBP?iTHq<*%Wl*m{
zl|a1&H4Ewms3NFmp$ee>3N-`jF{nJKEl`&u_>EB0;J0o#j@-(HTnW!9Q1?S+L)`<F
z1vMXPBGesF6QGKrK4fQRD1}ht;Wr&>EYxJEF;KTcjfT1zY82E+s1Z!DBex*^@Eic;
zgSrlC2-MY3`7m-N)FAkEg1QNQmqQJN-=$F3!>=V&fA}?q>Ian$)d#9JRBxyxs9pic
zSjcOje)BV@2h@L{x<j3V>IU^KR9C3ap*ll-3e^$nW2nX0Vds6Q_V9ZTsvXo@P?=D#
zK(&GTKR=HA>V-df0iLbl`7Bf`sJ}wBfO-t78Ppc2CQuJUHG*0Ll>xOJsy@^bsCrNf
zq3S^01?7dh9jX>oU?yY=qylvpc3YYX<$>QMs6?n+pyHu!f{KG04iy7680ydd%())w
zcc^QjeucUU>LOGZs0&b+L;c(z<?m9+AK}>?>O53Ks9JzYhdK+tRH%PJB|v=#RRii9
zsQ;p9e+Bgu)ETHBpiV=54Rs3Y1k_2WkC+N5$07d#&tp*ULVX1F2Gj>oFGC%L`a4tw
z)E=nAP`jWGK|Kj|5NbQr+fbXK-h^5Y^*YpQs8^wu&<QXnQT{%KvlEHg7`4a~Q0Y)R
zplU;Hhf0Fl1{Djn73#MU%-Ia}AE-@G=b$z~eG9c7>T@U+>Qkt-15o}xhHM4reK@Oe
z`CX`0P;Wr3fO;9~0jR%2ErWU<YAMvyP>Z3SfVvlI8`L7GN1zr!t%stgZZ)ZS@O%LB
z5=4h;&==u113!aMxlntcvY?)Wx&`VPsGFd6K@Ep`3Tg;cDV*7GMh|4pYonMm3hF7;
z!6Tq{j7ItMLvDqq4{8I{5U90KgP>MG4TM?>)gNjRR6nSBP#Y2c9H>6<D}m|_RRGls
zY8uovP}xvDm<lKpAiKkJ3{*F$5m56Hpbx4m{02gGhUx>=5$YPK_E6oR+Cg=M%7n^<
zY6H~@sx?#-s8&$*p~eMZqz+^Yc&0$z2){(AX7G!F8V0}LZ)8pr_+5Z%1a%%N1L`}d
z`cPj$)q^?(RR`)Alo#qKR4u4OH=_KdK)wl257YsuM5w(`@lbo98Ux`Os5toTgo=UM
z4)rJUeKXYWQ0t+R@E2>Leudu(sEbfbp)NoL7D4_DIS=YbsM%2Gp=Lpyg_;5NFQ{Co
z@1U}vzJVGK^%c};s4t-WP-mb9LHz?Iu|L#l`1OW5H2~$W2joe3c7-|))gI~?R2!&|
zpjtqE0M!WUC{#VD3aDC8hoKUo4nf609fbN7N%1z+&rllybDpVy@+LgLgXil|UqHPI
zbqeYL)G?_2P)DKmK^=nH3-u<H+02Q@XYZcaYVva&aWw|&B-99~H=u?<y#m!g0QoXx
zZ>X1`HjZP?i%{L*_dHZbsNGPRP=AGL1@$;o6R1a_>O(yY<%L=e<$-ztDh}#CsNZ2@
z!3`*X7a-@u^E}jCsPCZefcgTe4C)kAG1M`rnNUZe3ZM=_<wCs)b=A$xc@=63{Psaj
zf(k<22K5Y7;8w_;khef>hZ+a98R}-Jnoy&l)<XH9RzMAgS_(A)Y7talsCiJ=Ld}M{
z8fq3)d#D*ut)X(qq5L(2%z|fqsPRx~P@|!0LHVJQp$0)ELiK~H3DpZK2C6&MA9yG`
zL;VKT4(cLQYp8!gHG|3?gYwr1@;i9egZc`p7StC|iBM;tt{Tgn&!B#XIstV7>SL($
zQ13&12UP*}1=M>`r=Si(9fNuc>L}Ff0mws;uRy&C^%B$psJ&2op<aO61NA)AE~wp5
zPeA<@Y8%w!P@AA0g;JrmLal;&1Zo-72B>?-qWnDs8Gz?ns5wv%LX|+RfGU70hnfbp
z6e=6)KBx&$*-&GkrlYel3MvbJKBx&$1EI!2^?@1#6}Se{?3%Q|(|Z*{Xa?04stHsF
zs76qiL1jR-gsKnK7^)srI#eAfFO(O`162#ECR7U4pLnZy2BG|2giM6zk5F3g2u~`l
z7P&r)De5z>pTrb(Z&yQ6PkRLv4Gk=Xq7jTmP&Cjo4~oWvW<${dpR=H7IBf<~0fi1#
z&4nk8Ic7uA(C7px8o?a{MWfCmplFDE2ow$J_lKfS5WS)3lSvOK`moa#iatTLhoY}x
znNalMu2le%J|Z@QqVJs<Q1t1w9u$2ct_4*G-NZyF`obOqMH2yjMH<n3g`c5le#KcR
znh){~R6PFn3>3|-ISCar80GIHNSdrv0Y&qw4nolsuQ#D+CfWfgnl!f;istVHp)Mfn
zo`It2k2|4gmgaUSnoPPGisrnohoY&utDyokh4=wTn(4e4iY8<)fTDThbD?N@dl?kX
z!Y_h41;cqzw4z}O6fM7)2t{i}#zN7;mQhf&2*(FStA_?=1(>WrFgId2f!190!sSEo
z>kf4gsxuU=tZN7LCj44M(MrW;P_)1@1BzCL)`8lO`%<82C2b<qKKR8z?PV&U{CXRc
zFT(R@s36o?s69~MKs^U_2I?88lTfse!7->^@H-0i6x1Q8oltK=Jppw9Y6sL_sO?aD
zptc1dcR_B2dID-Q)HW#Eb!RiwCity~qRoodLT!NG3Mks+X&Kad_}vSoLIt4KLd}6%
z4OIfQ3aa2Xl)n{_)8P34R5sKys0mO@p~gThh8h8NFVqmIMNs{rXeY`(Pz&I94HQML
z8`M1bb%dG=l?g@Lwgy^5&Vgq$sM$~%P-Recph}=ppk_hELlr^&i850FbrEU?)Q?bk
zQ2&CO2K5zGF4SqLDNx6uvZ?<20FpMvuYk(J<%3WYp<aiY0JR@#Jk*O&W1*gd8Uytd
z)M%(3P@|x>LXCjh0Of~T3+01a!BjvQ0=X2PgP;~c(E&pNsDbdC1Jxg@1galY0aPET
zX;8hPvY~oGO@O)vY7A5ls9{jup>BZc2G#c#$gYq*p*ll#hw2E`8LB<h<xuUQ+CXJO
zwSZ~^)d;FJR6VFxP_@+OHm6)0`(DG~`OPUW#i$pyrnFUC|0SihI%j)|SDpI2H!Zm3
zFDb7#xTNmlHRW}(@=CJUV(h$}EVj_OknIe=M%l^gS6{lX!QwTmJCAABjD9xsUCr)J
z%*rj))<TnKPv2<uz>6svN%U)sZ;ATZiz)S!>DT?f_3ZCYPpGH;+~9kZ{VbZ85zvBv
z%(t6`SDP8lEuNB_rJt=wfBLNNeReHHzecAO(uI$FpRfzbK*k0KxjCHmgzt0apO!T>
zKfAOvw=l~%5|aMvOW!$mwGRIi)$>zaYJe{M+xN%fHD&YGv{gnYu!K7t$DG-Q+F+>t
zhB{-Y#6<ls+8b(wp-K#;8fvehP9>)6e;k*@RhhCgc;nub-7QlIt(LDXV{Wgm+8WnT
zO*_RtH|<ofJ(1Fh{WIf4N@w=Zh7&16w0m#!EnxRHTix%jMv0S)a@ZySJJqz4DOa(Z
z2Axb9%l_GXGNmv3=d+U(fcMjscI?+RpQiY=ym`;}6|(BShU(*=rqr+b9!m$c;&@8e
z1Sk<g^JoRC4E3|;VpC$3_tX)mQre~APGzo#IrKLTSATX#qeM*;SgHm_7uzw?%e{0_
zNl)f~q86P@>8yp{O>Gs7ZL+%7!bS*w)@LbgHUFmYZ=iPhG$l#1SE2tgi~Op^_0`WV
zk4sL0i8AHO>uS^}RnK>i%UHd;Uqa%Vw&PNsimRdS-|8J1oN+qk#4qZvJySjE%B`th
z^}r{oE!6absm;{spQJWW&!yE)Ue`V~MP2bpYHRgKTxw0V@1WYL!S6pw9rbs$iCQaD
zeR+LNk2-Q+YRckyYikAPt*!mqFIrao-S->Iin{8`TjJ7L5>H<4y_Eg4c)7P3`)B)d
zZ%g*i8_T_yuz$YMJQG*YwKglft(fN^_G<zPfZreM9}&yKs$H6wGiPcsdoDW_vIkTv
z@cvP;{?WMVHLsRT&z{MjUH_O^|5#kEWnRw7D?qu}uh}`RS^aZ`w+*w}W~CP;YRpP+
zTlUZVm0lE&$5(nY**`~CdatNWL?6cazlvjlHc)4+j?0K;fwf!ZZNY9CvWnPeXup=N
z@-}ClPp+cK9%P={pVv+BuS;NmURUjRWn8-Ew=u#0A^hs7TeIWpQ4;!3B>2BbT)aj-
zzrowoLx#Uj^mkHkd(fMq{p^zDPg3VU=xw6?^m_cStABaW+paU+ygb?eNHPnuo*DI$
zvVwx_;=B?)b>3uu!ER9}ZPYEim+Y^rwpi_Lpaoe!#s7$U-D+<WjdDwh|C1CJWV)K=
ziLGCY>M#Gv6n}$M7Rcd^-VE)w#;N|%%!l39=bpIw$=YpWQvJ)-L#w@wwUAe(`j4sS
z*iY?GPNe$V)uKO{^=@4KeC<y<)bigBPa$uoVC!0*^>@|sKN@nmSh)OHE&m%Km!}k!
z6|&tcD0$wk<?mUW1zt~m`A}@SSM$8Kwtp5pTdQZ+c<VRnR7Q1tR>_p?{On@>hnIW(
z9o28w=qXlO+n=L)*Ls_Ep<orS|Bx3E5mG%rkJanbbF+2uqh9}@G?rrCN4yQS)bOSG
z_p9^PdOK*TF{X|`s}2jKt-9sDxCZK>wO(FK^6L0YaG?P%Wbl-IHO;?3O<U(}oJ<5u
z>-hWERqL$t*6*5q2WK8w*Z(KpaY9O#73LKc^2@RH{7vgou)7<?W%#tTXkO2MEj;T8
zG082>$(zbf%q2tD)$>op4Qb{L*@bhm3bXn3+<N{}^~5^8c-~phzjmFf$5^e$V%&=T
z96@2dUe7-yorP7`467t}W_B^#?w^M?Jl+2Y?yyF|xV$CZe*~8^)QOGb8fvdr|3A|G
zzra(70^XKcIE{<U#@6@e)Mqz{bql+JU(KuUUxTYc1j}eYA%1;*eg8#V7m#T4sWpoB
z0RK_n--b0E)YF^2jkJ93*ucL;^*`ioI*QES-@yMZyFq+Jv!)amm6Xtt+;q$N2L9L#
zc8icO^!hgMsF~qUWp}6}w|E<9#mAfB?}NXoqxS0)SFaO=(=WsCgP#zW+&i%S0gsD6
z!+#&H*HcF>i%aJvYe@!sW_z#K=~rg>kE&Vgy&368*{#%ENKR#MtqQyxc~xJbZeH(g
z+L*kAR4tiaG<yx*sP10wtzQ$@)r#fbj4q*f&MeDkb$gg^9;$Tut1c_N4Vs2tFPVW_
zoqQXpeQTmtu2AoO*qf<YnzYi}EP<{zR{Px@*CbK9wV^udinzww1+6k~tX&XNiEVw8
zJB5{q3bo$`Z=<Och;X?$S8FMfzgQ6P&~qZ8_+=LtXBSS>F9_jG&C4&%WmOD?qrDk4
zF71sFQ=$H_!P`QMP4<J{bWJUI(A!W;3;SBWLY=tL+oDM*T$aLich_vG{Z@M$ve0*L
z^fqDtyt~oM(?hGg;|WMTvf7)$t~TFfUPV1UOv4qT&Fkk-gS=i2_2%_4d297BxA(6#
z-bQ-1Osc2l=DAHo$o{FXZfPDH&+|~L3X$E}k9ZrzQ@kJ>Hw(4KYdrF9prWS3Up>Pr
zVJ!)T+|cVW+^e2iM=A6NyHP9GLVmJr%cmNzLhZty@`g4xQAIJh&8#uNisWW*!wkAf
zcsNie;htTay%}L4@EWB;{dBXpsg~;_AM!T3iUJXGU8p$dl5K@iq58MzDXY~EVA|r%
z&=OmF_<0`mUGHs>ilEArc70eIa*evVbxh;nzqfeL-Ea%)6kh{hPgY|j<W0@Z*P9f+
zYkdXGFKJ3qc7ARNo&dUYmhUm<>zTq%4$qoBJ(s_Ce2@Don0InvRu0=$Dz6Za8Ef2s
z?QPtS{_1n|O3LGligWN}P&HN~#@{ano>}ZUnt|H`Uwbo}(6tRQ{vfU;<H)<hvVzI<
zSL!ogdmFK4*uk&8O&ZgEKgam%piStRQdW>lrdc@azVS9-cV&Fz-IR1sUqrXOp}OGC
zn1;dkzwv%}GrP32Z(5`F#C4gkJ^S;-(wUtKnJJCT*U{HS_taXa>e;?&_5Jh*J+y>k
zf1ou!k$Bho`mp;`m>=(Lvh&pG=6=2b>_Q!OK|j9FjLWEgX)T-6T|<4t*j-+B*R<lI
zvYA;0MeNN?9iA2a(i%`ieObO7ZbCnp4GFfNUDtYj1-?>tJ&A=;qSaOu^6kDmnQt=e
z>y;Jx-{rfP`FohZURRO#V&4PYh>(eh;0oVret$t(sqr57t@S<5URF0<pO)5?{{Bhd
zUUpk87Hl4Sw-)oNX{UPk^=XZ+qB|;lr`a8;?2i20sipc2F!6=&Xa2XvdDEsFm(;`8
zr!{6d_U-j)O{O9Uf0G!0dlU_rp%<(WioauwzZ)(hA;k7&_Za`xy1&@4>>1<lt^4aO
zN_9s6v?k2t;{IvPdXveqG5+be3t2QX@Ajh7to$NY^Xmm!iSf_IWe`#7>kUNpbpN!b
zETljBr=j=IYygFO4g04Ng}XP#|Bh~5Z^Nkt1L)@R0cnl2GX7zV{}}E<cIlNF%lZKn
z^a*yG_Q-r5<Np%3A-9dHjP;oZrZv8ltX+)pC*WB@+AwQIb1Ny<Uz_=>U5BKl`{>TJ
zSbsY1L{Qd7R)bi73tXWG#%x`+iuGR(Zy*}YD)p&>X&G7+y2kpu>DP^>iux%-W65%H
zVA^G!j-cIva-j{|P#GgXyNBn9>c1haae%IeKQ`nI68&{g9(X#<N5{BFf9I2j@c7Vg
z%Y$S5iT=oF_7Sf6v=}$(&k1=TUP6D3{6e1+<Ho71(Zq|i;U_#S#vd1_3eU+Ab=IJ?
zdKwX|Wfzv_iGhSZEEJ0HkQl%D!(sg94+Z_EfY~vmqF-%hOnW3|=jEj0k)T^yuBe}F
z@}>tup9#8ZdX{GAu@<8KC;aIt$u5|g&t5l%QSG5BKzkt658Wd2<E0w?AS1ZELiN!{
zymbP|M|Rwz*59G4;<H2^Kq}6inV-$Ncj)zyC;l#{xM-%;$9TBt9^}8-y&*5*0i)mQ
z6+_bMse#Sj_yWrlMHkH{iGGStkP#SfHyAhQj}UoiuN|Zqo@jWLDX;dWm;9)V#D>Ac
zL()cI=%YnRT7w($c>A8Dsy0OnC2Lx7o<8FEi~llKgHUJSnl`L6@DU44nP{j5x++ut
M)(-~C$|iUEe*;D}_W%F@

diff --git a/docs/_build/doctrees/index.doctree b/docs/_build/doctrees/index.doctree
index 5172df7eb8aeb28bab6c44a06f3281266f1de995..1098426f4cad52921566d1415050b5d81c1ce13f 100644
GIT binary patch
delta 5935
zcmb7IeN0=|74Lht0Ye}___Pfe1IES%n*fFYC441>k^*(umZZ(VfWzbQVS?=iDzza}
z+f<6zH9am1tuiGgs}^Zmm$7VJGc8S2Wlhy}ORG%VUy~XwQ`=10vaDU#t=+lT_xb}9
zlKu1Go_Fr=_dDmFd+&LE=KI3wGlFVC_2SaNS=A*$wL3+4-~qTI45lSNTKwpM+v}@r
z_m5AG!n++NtIajy8~03mZ3jKG6Z<DU2fa2QdJKB~<34xQ{M4jv*fl!luJV3s%uFVj
z?m596loIy^O)Hh6N+^`n0p);u&KHDWKu8Wg9XuR-B50CSQi5cWYM{uPt4oe3qBEro
zGk4kp&uuSIO2vUk;JpsxL-(YPXbnmw(jKYwiJ-JY8uj|6aw%Oh^(Z8>RDs0bfQtsb
zQtAtI5!{-4;syyoeH1_qyjD;GeToIa2^Y&WqO<@PTPsqZM3+Ry@i=mnq)Bs8CO_;`
zUdeL?#5R2-6Lf@{mY_wo4dDh=MX;>02&V~R_A5AD%@CI)tEBJ`OHN2j&=}}QGWSZR
zUSf;S?h?svTEdKLder3&W!4FvghJt$h-`$PCO9(Uk-tc&xF6)M#Jwo>mBdov_Y~}}
ziIwUw7|V?+Y*`GYA{Z5mAD&K{7Y@N!NgAHQPiep;g{dsy+u?v;QtRND+9ceDH`L8I
z;WKrOD5t=I9BaO;#_C>k(nPY|P9fII(kchIm8^vu$>qo-n5)!Wi66G5+(fx&wfV@N
zx=AB6BYCBUs7(*4l^ci-wnBkwIF(Wjf7;OI;O2Eigr`P);OnU`HT-{5rE4fgp!H!&
zbBGNB9M;*Bxw<+5jujcTHKAm2t39k)u7#_`I`}N@2nKj)V|&{SdllAnh;Pe4g4aFi
z9`Ui73J+s8w>(c0)JhVxi6w|5(sC88F?#?<l11ho5l--==W3jRMAz)BYkJHb**4?=
zkpqOI{r))Qqa>hcj&Q;b!N!a{tuv4`I_~w2Ph(`Up?r_f<lT)1j%3t2;*`g4$oS}-
z@b`?o%($u1W%kDU)W6Eq!?{fB`WU|<7-_Nc!Btt2%ok=VrZ%|MzPdK<Y#PPd*pqeK
z@$u@~SR>kaALz-}LVI?(_;IK-vsqpIC5E0`<LJd4JJJg|Rv64lR;P+|HB&@5m2QQ8
zg;Jf%;F93^qH<p7+!%+Z&UGW2CwI|dAV|1x!$r47F!4U%$}51~d1k=?hc(seJVss=
zP0o#R<eL0$B!51?1dim}GCNiah$;YaCk>DmpN4U8f4bG%H7!C1mB3%OMoZwvI0^Y$
zB4I?^oH@N7{lN&mmeF&6N^j8(2-AcfCJT~;iD+u>znZ#K@!`U&{Oq9rhj*L&a%feT
zBCD!ntcwIXgB@SoXcw@K%Le5tQjg)2Sn{)D*vC&SJS<2{BF%F{AaUEAYiefF&2@yw
z5iPHWwET=}DJS=MA=9#gZ~Viu4Ouy0h=CoVCkr)ESDRLRFOoz(gLsD}ohGrqs8D!^
zt|5Q@YZ7fbi<TSTqDB@gH?F{!MOIwNf)b7Lp9l(96LsL$ThjkQ7)ZNg>M`K4w*n{i
z9`s8u-lbG4nBV!*6nL&UsY!(fIRPKo=g5ip7blfQ1slre-2!ezSerouMuSl-QiS)T
zkpbwyRS}Mb8}o@#%VOb1l2=A`=Y<j-i>i^SZ3ran_smYYd_h@B^u~yeiq=G;jUXi{
z;5#MHAl6dJLHKrQnzEbW!THh+hP*f=7JdZ}A3iF5(CCe<{yNnKJIl(DXtvCdIfA$`
zhf1W?(TbBaNwizEF`5w=sw__>MaC^d&||ELDWj+8G<p<NvuO*AhL+J6M!UG6Ah&)N
ze?Js{FWcZi`6eNB%bzN5w>tyMd5=H(5)O?qd&{fD%gI>jkZvNan#E)ke@KK_3V7#L
z!^H4uL`(qAmRsR1(-v`=DpGT&lXT%(Wpm?+h|G|{MROZ+{lVO&zDizM<ljc>s+Q5c
z8;!(`aYz>`o?0)|8*7F-W644KBbGw(77bO$L#<=nd>YOBCl<SS1EaL%gTq>g6TfDy
zawwFm3Sf;}CEf>qVbzNYC9a_f6qN(&FdvqOB|N$w9XWT2i~M%we^AS<s>w3TeQ2@3
zg3XHMcFd;5Syya2>~P!aD`}C|v#1+DZ+~((A8}N=+=4aIGX-#fOUB=?cdtf#q-*f0
zy#xh(Y1bAy11YoaY1fo{&^0&ijUdye@0)SD_M)yaxKo{b7j3J)JEN3^TR>+(<=O9Z
zPe-`8fkr}GX&$&q8Qn^AYh3>Sy?G2Xd8)<%$7|Zlj^4)_9K|)zKz{88On_>1W^#Tu
zT29D-a*ksH%rIGN&T3){!@+4eo~bPqkCGCyC-e8uQpNl};novaR7M@YJo#RX92wG!
za6p+4!MfL?k0IeQ$v-`XS{VH$78|91)6r_-hVaryeLKW_j|LLpq%m9gBY~tJQ)@v6
zvf<6TY&cP0=7<AcV^_udz`yGI?eXTgPi8sdgXK8aV8HczxxpxWP80q~LubXB@`S3W
zWx@e2(WOxSx%&l@|FSfRd;xRY5M17}i(V}3#9!}X+1f~M!^ax))#WOB9+s)dJxec)
zcD4!z_<5rR5BTei{pkBuqYXxyn#3mRNE+nqPQHx^1pQEz@pAlglNsGNHk*_Wp`Er5
zcrljT^<vx}Mj^eIPG(0r2d|5OhmP{=&E$)6;=#woVHG(eUuen3aZZcDF~MBJRkFrn
z#{0l@iv}Cbj1DvWq@_7)2a_`#=EdJf#H}V_7+tE9`RhRy*|WTV<kmVBi6KL-A(Kr#
zJO%@Nu(gXW4a@C%OVip~h4FY=d&O62s!ik)?_sKz5g0qgTKp5+DVkWTXlwH-oPkQP
zw^hRXZ4Z{6XJM?Dlk>39sfE7w4aoagd!hI?;WfeO_Qslr883&SXLEvn#)ZG&MHMNx
zV5Od?Y2x!<r)lCJPuzNri6W8EUkT21>=Hci-;P{V(9~G~n>)>AH}6CFO;lcvbAHfS
zD1IJN{kP7V!hWWjLr~RO`dRmkNAL4M+qR-%kKXGao*MV*v1gejJB<6Tm#BzO)H$!{
zcSfgz4hbI316T4<Ou2CDx!7{y=~)JO`?hp*0<EC|zVdKk``hVVXq3CjqlY{mhVOPw
zrEejgW-3XE%nr!f;n-A5jM#dGvxq0qz8zz!r1NCeB>Ca$j!_k{Btm2NX5ku4b?+AD
zRxWoh3BuyaP*0s8Tw7V(`6Dsk8BlDt*F~0`-kcvG2X62zIM7$5zsgkjhXWb-+wbUz
z$3N|>oEo3@<L|#g`F;3tUsf*e$m&%f*Ez_ozTzYf0(t#an&07@HL*T~q5g_PGx%Db
zAdh|6bjf?kqX@&5b>wl9JWi0ue&RBM4}U;SdH~=23<|<ujb(z+OK11enZ0yYFP+ir
imvV^@A&~qbbn+DtLdQ!jlffGZ2Z5KDSG12z2>$~IG5|dQ

delta 5722
zcmb7IYfu~470#{@NHSmvi-%Sq2?2T{EQ~E<9u8o@JQ89a6NlD>${@VjfOv@se#6*t
zL#vMC95oX+9VhN2o%Ch9CTW^+Cy&lFj%VDKWG3VEk;$}^KWWoAp8iRvou>C*-Mf-l
znQ{Lt?78QD=R4<~d(K(C_#^JjOPqR1{oSJjKUe>n<71<6lN(jX#hj7&>PNhqgIhuw
zyd|h1tUjvK#<GS&i_tj5;ds5ki{rp$d-4v7uHJ0XEqX++_$a(5ROE{XQbfZL&c0C+
zj`6Lw_!IHv`0=<)RFgNPe-e6fI=C=AmD9t03!@c2iMDDe+DWlmR4p77!ysq`J9!h`
zeWI%m%VL}^i6>?gu#24~5Ygl!z@r)q_X7mzfVVUOgAy=D>$w-eLG9NN*d=Wx_bUSS
zFRf22gF&m>CBGd@czz^>{xF==9p=X1oJ&9;Bw~LiKH`YwQXfB*eO%tu&V2~)Y-&Qv
zwp=3==URF34%u)!<A&q8em~j1QBc+?0GDTmFLRy9Qmea0%UBG<{=Cl+RiDv>tXm5O
z-p;{a8eFiX%PPTiHz(*y7Vf_LWX5mgM*~c-0S9?gQU}D%->d)swu;vf4US|(gFe7n
zU{+tNW3<d1yjSTkn=rd1*&>;&BtY$+QqUT{iQGG9Xlr|zF3FU}+$=S-=R=dBu_(C%
zD9zZboVz&Jq)|CMEjT;{G&~HJBq(2<mhtEfZDblr!?0XXY!1hAf^&1h$e~brQcH8P
zp|*Q7B+X*iQVq$G8-wyKC8gn*W;{F}4M&iV=}w)NZILt2<P@CWvi%zhAC#9->1Q~m
zicY5nguJE^rB^#O4PUqiN^3?NTsKx1C}^but;#_9^>M`aSjU_lOv@xDEn1&R*+t_h
zlO8L2Hn6rnlQINDsRJX$W*91Va%&`yjWmCLn`WI!71oU<eq_C)B%u9g;;`??-ocfU
zEL{<W`#cSfNfmHrQwYH=o1O`1_{8;=vonJ;N*#Dm=;Sp#EN}Pgim7QepL!#iRAIW>
z+^q`7Y~VB7;90Z3z`dS8>KSh1(`u55nqqrMZ5S%u&ASs+*t#Q)3X>|Rc+0v`6c);w
z3Whc!F_KO~pd{EHLZaC+#1AD%u=V~l5=^Qf;j!ujbW{Gi^uy%cl$J3cuXIwjOb*#h
zEgvJudRqIKv<Tj?I^9N`9&$kxhiU14gcUnf%TT9xi6fA2E4H8_)Ug<xnwd-~LehnV
z@$bvVow&P~QRC;)>cT;(5ZOt`q!st7O-Sj0X8si!hLjj9g}Fi_PNLUcZsD&aqQ};M
zMtn3-ADQ&W3D2pMOnM&l_G)yJTdM^APdr?9SYgrb(f<LPz*CB=w;ToYJY2O;BduHZ
z4mebi&)>$HZg`<W)A)C!DSd_=6P?mO@HSU(MT)<PAl}{QuPQ7ExV2J%`br0<hPQpy
zc!bhcQ4Ai|DxJ(1Cj5%{QcrzhQXF1t?vLnS7UGz;sodwY`Fy)|v`t}eIU8JZ*mh=5
zOwUaPqjBkPXor;MOiB!#I0i}d&w035bq3M?N!8=<yd$66im<%)|0*D8JlrfE@NY-6
zV}CLuHp;O_omI%fX{WuQTb1xjt~1Fg$;=Jlh#5p&rfaAftdGicWggBwChUX}S6ym$
zaT4BXB0K$b=LEGxGAqyR=O<LSPPy26r@WrwKwUJ8SKV!h_yM1=Wo13_FWm5ur%;V<
z5gJolJPz*Z1P45_ZKE96Cc@#eXM$fL9JFlx3{D6(yfERZB(cQsa>?6@NPOYlt9cDC
zd8Jq7%&Mb?uBHMpp#tbu_34B+T{o59$WzeFTxcRRCr?52RUQ~(*-XJJeUNl{J7vO<
ziObp=KYvpN&)1q@s0QDS`I?%*r|WHJXf;Y5xK(50KgHp5LHX99+*EtGkHbv0hP#m(
z2Bx71gWmri)Ovhi@cW>twz<lXwJs+!5Hi4p+G><?mut<aT5g&P&4;3+;mCMsF<Gw3
zd}xQ+I$u6c;Q)<@B?~n~JN&M$9nSjm%i^fGh&xl(nRybiwQWW}6UcWY6Catgcnyqo
z6^L4C9i<itPK8E;i{bfo)Y=u)S{Svj?`Le8am+^Xr6sXd<eEH{$JEmk(NH95j0sSt
z8enOAt&U;mV{`Jb&ZLU-DcNxdrOMKd#j07^%e#L3Nwer=1dn=rX7aF{wDc{RvuxQb
zoq%9qz}P^~h8ZBSzmC3XW(i@o93g~R#b(k|DtOcCFw=_7u5GfOh)2O-HNn-Lm(yz0
zPjUE3^J}KoU#9L6>)b8@zN~i?Frj?<W8mLaWJ2E~Gr`DsaQ&gaxiRXCyP5(D#0&?k
z)PdFpJJdJS_?1h_yh!SxbbO}4j?VA(1_$>s3U)Q*Hntiwx*TjYaxde6YuWNkaHY|i
zhrgwnq!T`A93*{)R{xFq%t%vdML3q*9hr{?Cntl^@N`OAN_lEhJvXV@FiDz9D?JPi
ze9+|O1mK$YA@*g>TVc7mkuR5(@#s~!hbmhz6#0!pLJd^4+l{vPcDs1L8VwVkyLZnH
zwjcVt<igKD%}LNi;pgthU#%<mAK|;yq=;Ht3Xx!Yi#^a!b>%F{aHdKfh_wiOznT=$
zwU#F1UP`A+wv2k2t<{C?;hCPTcc}5jWs@e8nz0jl6W;6UWlm_|PU~JLo(pJTH#jdh
zTxoOD4*H$8K0YP~+lAYG4`sK4ETB<SK!4aAM8{XsrO%>}yuD|#>LPVwqmW#L3!P?|
zYRA769cj1lm#{@I{HA@U@d0X$!H`R-@38O}6R}|H7f38v(`M4=sBz4b{NixEW6(5X
zn_oCM6^_~tPcO{r_6^jKrs_g59_}oIeVy*A_wRx8`-rm>@qMS$!hf9LYuM|zJVg02
z2vV?(wz<&Ev@JRVqkFAmY4-7N5KMQY5G8d|O1uh_PnJ{iO7KXUFe<-KOA{u2E;UV9
zyjI}Jt`7a?Y?3>J?4aSJu6Ol5B$T$|M=gHT!K>X<dMnmUG@UGDxD>Ya1hxoR=#_AO
z;LC{D;b_mHJe++rdBkD3-7`)k?59c<8W(J^)T`sJ!MA%K;SQ{R(tDocj;)?}a0ka-
zTYaVP5|7HQYMXyY(q+=yUq|+!yub)&`>nmNQAP^~V}{44=f=mT7a~#LR5-E_4b8`;
zU!rA}tud~ajZ^49IgAAJ2E)u7DAzDd2n^H+zd$P)q2GlQ1D=x)qh+ZdKlY%3N@~Fm
zHHw79<Hs5NIE5b%V3lt4ScqxyWDq?(gZQBzV<n8xM|Ss-oqc3iAKB5jAQodCY(N}N
bpyRKG1Ul+<1r%O`ZD4q5Wp&r!W8D7$wK}ID

diff --git a/docs/_build/html/_modules/tidypandas/_unexported_utils.html b/docs/_build/html/_modules/tidypandas/_unexported_utils.html
index a01b6e9..e01e971 100644
--- a/docs/_build/html/_modules/tidypandas/_unexported_utils.html
+++ b/docs/_build/html/_modules/tidypandas/_unexported_utils.html
@@ -175,9 +175,13 @@ <h1>Source code for tidypandas._unexported_utils</h1><div class="highlight"><pre
 
 <div class="viewcode-block" id="_is_kwargable"><a class="viewcode-back" href="../../autoapi/tidypandas/_unexported_utils/index.html#tidypandas._unexported_utils._is_kwargable">[docs]</a><span class="k">def</span> <span class="nf">_is_kwargable</span><span class="p">(</span><span class="n">func</span><span class="p">):</span>
     <span class="n">res</span> <span class="o">=</span> <span class="kc">False</span>
-    <span class="n">spec</span> <span class="o">=</span> <span class="n">inspect</span><span class="o">.</span><span class="n">getfullargspec</span><span class="p">(</span><span class="n">func</span><span class="p">)</span>
-    <span class="k">if</span> <span class="n">spec</span><span class="o">.</span><span class="n">varkw</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
-        <span class="n">res</span> <span class="o">=</span> <span class="kc">True</span>
+    <span class="k">assert</span> <span class="n">callable</span><span class="p">(</span><span class="n">func</span><span class="p">),</span> <span class="s2">&quot;arg &#39;func&#39; should be callable&quot;</span>
+    <span class="k">try</span><span class="p">:</span>
+        <span class="n">spec</span> <span class="o">=</span> <span class="n">inspect</span><span class="o">.</span><span class="n">getfullargspec</span><span class="p">(</span><span class="n">func</span><span class="p">)</span>
+        <span class="k">if</span> <span class="n">spec</span><span class="o">.</span><span class="n">varkw</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
+            <span class="n">res</span> <span class="o">=</span> <span class="kc">True</span>
+    <span class="k">except</span> <span class="ne">TypeError</span> <span class="k">as</span> <span class="n">e</span><span class="p">:</span>
+        <span class="k">pass</span> <span class="c1"># res is False</span>
     <span class="k">return</span> <span class="n">res</span></div>
 
 <div class="viewcode-block" id="_is_valid_colname"><a class="viewcode-back" href="../../autoapi/tidypandas/_unexported_utils/index.html#tidypandas._unexported_utils._is_valid_colname">[docs]</a><span class="k">def</span> <span class="nf">_is_valid_colname</span><span class="p">(</span><span class="n">string</span><span class="p">):</span>
diff --git a/docs/_build/html/_modules/tidypandas/tidyframe_class.html b/docs/_build/html/_modules/tidypandas/tidyframe_class.html
index 03469bf..24b1f1b 100644
--- a/docs/_build/html/_modules/tidypandas/tidyframe_class.html
+++ b/docs/_build/html/_modules/tidypandas/tidyframe_class.html
@@ -1838,11 +1838,10 @@ <h1>Source code for tidypandas.tidyframe_class</h1><div class="highlight"><pre>
                                                  <span class="p">)</span>
                                    <span class="p">)</span>
                 <span class="n">res</span> <span class="o">=</span> <span class="n">res</span><span class="o">.</span><span class="n">relocate</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">colnames</span><span class="p">)</span>
-        
-        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">res</span><span class="p">,</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">):</span>
-            <span class="k">if</span> <span class="n">query</span> <span class="ow">is</span> <span class="kc">None</span> <span class="ow">and</span> <span class="n">mask</span> <span class="ow">is</span> <span class="ow">not</span> <span class="kc">None</span><span class="p">:</span>
-                <span class="n">res</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">__data</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">mask</span><span class="p">,</span> <span class="p">:]</span>
+        <span class="k">else</span><span class="p">:</span> <span class="c1">#query is None and mask is not None:</span>
+            <span class="n">res</span> <span class="o">=</span> <span class="bp">self</span><span class="o">.</span><span class="n">__data</span><span class="o">.</span><span class="n">loc</span><span class="p">[</span><span class="n">mask</span><span class="p">,</span> <span class="p">:]</span>
             
+        <span class="k">if</span> <span class="nb">isinstance</span><span class="p">(</span><span class="n">res</span><span class="p">,</span> <span class="n">pd</span><span class="o">.</span><span class="n">DataFrame</span><span class="p">):</span>
             <span class="n">res</span> <span class="o">=</span> <span class="n">res</span><span class="o">.</span><span class="n">reset_index</span><span class="p">(</span><span class="n">drop</span> <span class="o">=</span> <span class="kc">True</span><span class="p">)</span>     
             <span class="k">return</span> <span class="n">tidyframe</span><span class="p">(</span><span class="n">res</span><span class="p">,</span> <span class="n">check</span> <span class="o">=</span> <span class="kc">False</span><span class="p">)</span>
         <span class="k">else</span><span class="p">:</span>
@@ -2900,7 +2899,7 @@ <h1>Source code for tidypandas.tidyframe_class</h1><div class="highlight"><pre>
             <span class="k">else</span><span class="p">:</span>
                 <span class="n">rowid_name</span> <span class="o">=</span> <span class="n">_generate_new_string</span><span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">colnames</span><span class="p">)</span>
                 <span class="n">group_mapper</span> <span class="o">=</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">distinct</span><span class="p">(</span><span class="n">by</span><span class="p">)</span>
-                                    <span class="o">.</span><span class="n">add_row_number</span><span class="p">(</span><span class="n">rowid_name</span><span class="p">)</span>
+                                    <span class="o">.</span><span class="n">add_row_number</span><span class="p">(</span><span class="n">name</span><span class="o">=</span><span class="n">rowid_name</span><span class="p">)</span>
                                     <span class="o">.</span><span class="n">to_pandas</span><span class="p">()</span>
                                     <span class="p">)</span>
                 <span class="n">res</span> <span class="o">=</span> <span class="p">(</span><span class="bp">self</span><span class="o">.</span><span class="n">__data</span>
diff --git a/docs/_build/html/changelog.html b/docs/_build/html/changelog.html
index ef08e4e..5026fe4 100644
--- a/docs/_build/html/changelog.html
+++ b/docs/_build/html/changelog.html
@@ -160,6 +160,11 @@
 
 <nav id="bd-toc-nav">
     <ul class="visible nav section-nav flex-column">
+ <li class="toc-h2 nav-item toc-entry">
+  <a class="reference internal nav-link" href="#v0-2-2-28th-june-2022">
+   v0.2.2 (28th June 2022)
+  </a>
+ </li>
  <li class="toc-h2 nav-item toc-entry">
   <a class="reference internal nav-link" href="#v0-2-1-14th-june-2022">
    v0.2.1 (14th June 2022)
@@ -228,6 +233,14 @@
                 
   <section class="tex2jax_ignore mathjax_ignore" id="changelog">
 <h1>Changelog<a class="headerlink" href="#changelog" title="Permalink to this headline">#</a></h1>
+<section id="v0-2-2-28th-june-2022">
+<h2>v0.2.2 (28th June 2022)<a class="headerlink" href="#v0-2-2-28th-june-2022" title="Permalink to this headline">#</a></h2>
+<ul class="simple">
+<li><p>minor bug in <code class="docutils literal notranslate"><span class="pre">_is_kwargable</span></code> is fixed, making mutate better</p></li>
+<li><p>minor bug in <code class="docutils literal notranslate"><span class="pre">filter</span></code> with mask is fixed</p></li>
+<li><p>CI is enabled with github actions</p></li>
+</ul>
+</section>
 <section id="v0-2-1-14th-june-2022">
 <h2>v0.2.1 (14th June 2022)<a class="headerlink" href="#v0-2-1-14th-june-2022" title="Permalink to this headline">#</a></h2>
 <ul class="simple">
diff --git a/docs/_build/html/index.html b/docs/_build/html/index.html
index b01d8ac..f22ec29 100644
--- a/docs/_build/html/index.html
+++ b/docs/_build/html/index.html
@@ -207,7 +207,8 @@
               <div>
                 
   <p><img alt="" src="docs/logo.png" /></p>
-<p><a class="reference external" href="https://badge.fury.io/py/tidypandas"><img alt="PyPIversion" src="https://badge.fury.io/py/tidypandas.svg" /></a></p>
+<p><a class="reference external" href="https://badge.fury.io/py/tidypandas"><img alt="PyPIversion" src="https://badge.fury.io/py/tidypandas.svg" /></a>
+<a class="reference external" href="https://github.com/talegari/tidypandas/actions/workflows/test_suite.yml"><img alt="Test-Build" src="https://github.com/talegari/tidypandas/actions/workflows/test_suite.yml/badge.svg" /></a></p>
 <section class="tex2jax_ignore mathjax_ignore" id="tidypandas">
 <h1><code class="docutils literal notranslate"><span class="pre">tidypandas</span></code><a class="headerlink" href="#tidypandas" title="Permalink to this headline">#</a></h1>
 <blockquote>
@@ -291,7 +292,7 @@ <h2>Contribution/bug fixes/Issues:<a class="headerlink" href="#contribution-bug-
 <li><p>Open an issue/suggestion/bugfix on the github
 <a class="reference external" href="https://github.com/talegari/tidypandas/issues">issues</a> page.</p></li>
 <li><p>Use the master branch from
-<a class="reference external" href="https://github.com/talegari/tidypandas">github</a> repo tp submit your
+<a class="reference external" href="https://github.com/talegari/tidypandas">github</a> repo to submit your
 PR.</p></li>
 </ol>
 <hr class="docutils" />
diff --git a/docs/_build/html/searchindex.js b/docs/_build/html/searchindex.js
index 06971f3..950616c 100644
--- a/docs/_build/html/searchindex.js
+++ b/docs/_build/html/searchindex.js
@@ -1 +1 @@
-Search.setIndex({docnames:["autoapi/index","autoapi/tidypandas/_unexported_utils/index","autoapi/tidypandas/format/index","autoapi/tidypandas/index","autoapi/tidypandas/series_utils/index","autoapi/tidypandas/tidy_accessor/index","autoapi/tidypandas/tidy_utils/index","autoapi/tidypandas/tidyframe_class/index","changelog","conduct","contributing","index","tour","using_tidypandas"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":5,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.viewcode":1,sphinx:56},filenames:["autoapi/index.rst","autoapi/tidypandas/_unexported_utils/index.rst","autoapi/tidypandas/format/index.rst","autoapi/tidypandas/index.rst","autoapi/tidypandas/series_utils/index.rst","autoapi/tidypandas/tidy_accessor/index.rst","autoapi/tidypandas/tidy_utils/index.rst","autoapi/tidypandas/tidyframe_class/index.rst","changelog.md","conduct.md","contributing.md","index.md","tour.md","using_tidypandas.md"],objects:{"":[[3,0,0,"-","tidypandas"]],"tidypandas._unexported_utils":[[1,1,1,"","_coerce_pdf"],[1,1,1,"","_coerce_series"],[1,1,1,"","_enlist"],[1,1,1,"","_flatten_strings"],[1,1,1,"","_generate_new_string"],[1,1,1,"","_get_dtype_dict"],[1,1,1,"","_get_unique_names"],[1,1,1,"","_is_kwargable"],[1,1,1,"","_is_nested"],[1,1,1,"","_is_string_or_string_list"],[1,1,1,"","_is_unique_list"],[1,1,1,"","_is_valid_colname"],[1,1,1,"","_nested_is_unique"]],"tidypandas.format":[[2,2,1,"","TidyDataFrameFormatter"],[2,2,1,"","TidyDataFrameRenderer"],[2,2,1,"","TidyHTMLFormatter"],[2,2,1,"","TidyNotebookFormatter"]],"tidypandas.format.TidyDataFrameFormatter":[[2,3,1,"","_truncate_horizontally"],[2,3,1,"","_truncate_vertically"],[2,3,1,"","format_col"],[2,3,1,"","get_strcols"]],"tidypandas.format.TidyDataFrameRenderer":[[2,3,1,"","to_html"]],"tidypandas.format.TidyHTMLFormatter":[[2,3,1,"","_write_body"],[2,3,1,"","_write_row_column_types"],[2,3,1,"","render"]],"tidypandas.format.TidyNotebookFormatter":[[2,3,1,"","_get_columns_formatted_values"],[2,3,1,"","_get_formatted_values"],[2,3,1,"","render"],[2,3,1,"","write_style"]],"tidypandas.series_utils":[[4,1,1,"","_extend"],[4,1,1,"","_order_series"],[4,1,1,"","_rank"],[4,1,1,"","as_bool"],[4,1,1,"","case_when"],[4,1,1,"","coalesce"],[4,1,1,"","cume_dist"],[4,1,1,"","dense_rank"],[4,4,1,"","if_else"],[4,1,1,"","ifelse"],[4,1,1,"","min_rank"],[4,1,1,"","n_distinct"],[4,1,1,"","order"],[4,1,1,"","percent_rank"],[4,1,1,"","row_number"]],"tidypandas.tidy_accessor":[[5,2,1,"","tp"]],"tidypandas.tidy_accessor.tp":[[5,3,1,"","_validate"],[5,3,1,"","add_count"],[5,3,1,"","add_group_number"],[5,3,1,"","add_row_number"],[5,3,1,"","anti_join"],[5,3,1,"","any_na"],[5,3,1,"","arrange"],[5,3,1,"","cbind"],[5,3,1,"","colnames"],[5,3,1,"","complete"],[5,3,1,"","count"],[5,3,1,"","cross_join"],[5,3,1,"","dim"],[5,3,1,"","distinct"],[5,3,1,"","drop_na"],[5,3,1,"","expand"],[5,5,1,"","fill"],[5,3,1,"","fill_na"],[5,3,1,"","filter"],[5,3,1,"","full_join"],[5,3,1,"","group_modify"],[5,5,1,"","group_split"],[5,5,1,"","head"],[5,3,1,"","inner_join"],[5,3,1,"","intersection"],[5,3,1,"","left_join"],[5,3,1,"","mutate"],[5,3,1,"","ncol"],[5,3,1,"","nest"],[5,3,1,"","nest_by"],[5,3,1,"","nrow"],[5,5,1,"","outer_join"],[5,3,1,"","pivot_longer"],[5,3,1,"","pivot_wider"],[5,3,1,"","rbind"],[5,3,1,"","relocate"],[5,3,1,"","rename"],[5,3,1,"","replace_na"],[5,3,1,"","right_join"],[5,5,1,"","sample"],[5,3,1,"","select"],[5,3,1,"","semi_join"],[5,3,1,"","separate"],[5,3,1,"","separate_rows"],[5,3,1,"","setdiff"],[5,3,1,"","shape"],[5,3,1,"","slice"],[5,3,1,"","slice_head"],[5,3,1,"","slice_max"],[5,3,1,"","slice_min"],[5,3,1,"","slice_sample"],[5,3,1,"","slice_tail"],[5,3,1,"","split"],[5,3,1,"","summarise"],[5,5,1,"","summarize"],[5,5,1,"","tail"],[5,3,1,"","union"],[5,3,1,"","unite"],[5,3,1,"","unnest"]],"tidypandas.tidy_utils":[[6,1,1,"","expand_grid"],[6,1,1,"","is_simple"],[6,1,1,"","simplify"]],"tidypandas.tidyframe":[[3,3,1,"","__getitem__"],[3,3,1,"","__repr__"],[3,3,1,"","__setitem__"],[3,3,1,"","_clean_order_by"],[3,3,1,"","_complete"],[3,3,1,"","_crossing"],[3,3,1,"","_expand"],[3,3,1,"","_flatten"],[3,3,1,"","_join"],[3,3,1,"","_mutate"],[3,3,1,"","_mutate_across"],[3,3,1,"","_nesting"],[3,3,1,"","_repr_html_"],[3,3,1,"","_summarise"],[3,3,1,"","_validate_by"],[3,3,1,"","_validate_column_names"],[3,3,1,"","_validate_join"],[3,3,1,"","add_count"],[3,3,1,"","add_group_number"],[3,3,1,"","add_row_number"],[3,3,1,"","anti_join"],[3,3,1,"","any_na"],[3,3,1,"","arrange"],[3,3,1,"","cbind"],[3,3,1,"id3","colnames"],[3,3,1,"","complete"],[3,3,1,"","count"],[3,3,1,"","cross_join"],[3,3,1,"","dim"],[3,3,1,"","distinct"],[3,3,1,"","drop_na"],[3,3,1,"","expand"],[3,5,1,"","fill"],[3,3,1,"","fill_na"],[3,3,1,"","filter"],[3,5,1,"","full_join"],[3,3,1,"","glimpse"],[3,3,1,"","group_modify"],[3,5,1,"","group_split"],[3,5,1,"","head"],[3,3,1,"","init"],[3,3,1,"","inner_join"],[3,3,1,"","intersection"],[3,3,1,"","left_join"],[3,3,1,"","mutate"],[3,3,1,"id1","ncol"],[3,3,1,"","nest"],[3,3,1,"","nest_by"],[3,3,1,"id0","nrow"],[3,3,1,"","outer_join"],[3,3,1,"","pipe"],[3,3,1,"","pipe_tee"],[3,3,1,"","pivot_longer"],[3,3,1,"","pivot_wider"],[3,3,1,"","pull"],[3,3,1,"","rbind"],[3,3,1,"","relocate"],[3,3,1,"","rename"],[3,3,1,"","replace_na"],[3,3,1,"","right_join"],[3,5,1,"","rowid_to_column"],[3,5,1,"","sample"],[3,3,1,"","select"],[3,3,1,"","semi_join"],[3,3,1,"","separate"],[3,3,1,"","separate_rows"],[3,3,1,"","setdiff"],[3,3,1,"id2","shape"],[3,3,1,"","show"],[3,3,1,"","skim"],[3,3,1,"","slice"],[3,3,1,"","slice_head"],[3,3,1,"","slice_max"],[3,3,1,"","slice_min"],[3,3,1,"","slice_sample"],[3,3,1,"","slice_tail"],[3,3,1,"","split"],[3,3,1,"","summarise"],[3,5,1,"","summarize"],[3,5,1,"","tail"],[3,3,1,"","to_pandas"],[3,5,1,"","to_series"],[3,3,1,"","union"],[3,3,1,"","unite"],[3,3,1,"","unnest"]],"tidypandas.tidyframe_class":[[7,2,1,"","tidyframe"]],"tidypandas.tidyframe_class.tidyframe":[[7,3,1,"","__getitem__"],[7,3,1,"","__repr__"],[7,3,1,"","__setitem__"],[7,3,1,"","_clean_order_by"],[7,3,1,"","_complete"],[7,3,1,"","_crossing"],[7,3,1,"","_expand"],[7,3,1,"","_flatten"],[7,3,1,"","_join"],[7,3,1,"","_mutate"],[7,3,1,"","_mutate_across"],[7,3,1,"","_nesting"],[7,3,1,"","_repr_html_"],[7,3,1,"","_summarise"],[7,3,1,"","_validate_by"],[7,3,1,"","_validate_column_names"],[7,3,1,"","_validate_join"],[7,3,1,"","add_count"],[7,3,1,"","add_group_number"],[7,3,1,"","add_row_number"],[7,3,1,"","anti_join"],[7,3,1,"","any_na"],[7,3,1,"","arrange"],[7,3,1,"","cbind"],[7,3,1,"id3","colnames"],[7,3,1,"","complete"],[7,3,1,"","count"],[7,3,1,"","cross_join"],[7,3,1,"","dim"],[7,3,1,"","distinct"],[7,3,1,"","drop_na"],[7,3,1,"","expand"],[7,5,1,"","fill"],[7,3,1,"","fill_na"],[7,3,1,"","filter"],[7,5,1,"","full_join"],[7,3,1,"","glimpse"],[7,3,1,"","group_modify"],[7,5,1,"","group_split"],[7,5,1,"","head"],[7,3,1,"","init"],[7,3,1,"","inner_join"],[7,3,1,"","intersection"],[7,3,1,"","left_join"],[7,3,1,"","mutate"],[7,3,1,"id1","ncol"],[7,3,1,"","nest"],[7,3,1,"","nest_by"],[7,3,1,"id0","nrow"],[7,3,1,"","outer_join"],[7,3,1,"","pipe"],[7,3,1,"","pipe_tee"],[7,3,1,"","pivot_longer"],[7,3,1,"","pivot_wider"],[7,3,1,"","pull"],[7,3,1,"","rbind"],[7,3,1,"","relocate"],[7,3,1,"","rename"],[7,3,1,"","replace_na"],[7,3,1,"","right_join"],[7,5,1,"","rowid_to_column"],[7,5,1,"","sample"],[7,3,1,"","select"],[7,3,1,"","semi_join"],[7,3,1,"","separate"],[7,3,1,"","separate_rows"],[7,3,1,"","setdiff"],[7,3,1,"id2","shape"],[7,3,1,"","show"],[7,3,1,"","skim"],[7,3,1,"","slice"],[7,3,1,"","slice_head"],[7,3,1,"","slice_max"],[7,3,1,"","slice_min"],[7,3,1,"","slice_sample"],[7,3,1,"","slice_tail"],[7,3,1,"","split"],[7,3,1,"","summarise"],[7,5,1,"","summarize"],[7,5,1,"","tail"],[7,3,1,"","to_pandas"],[7,5,1,"","to_series"],[7,3,1,"","union"],[7,3,1,"","unite"],[7,3,1,"","unnest"]],tidypandas:[[1,0,0,"-","_unexported_utils"],[2,0,0,"-","format"],[4,0,0,"-","series_utils"],[5,0,0,"-","tidy_accessor"],[6,0,0,"-","tidy_utils"],[3,2,1,"","tidyframe"],[7,0,0,"-","tidyframe_class"]]},objnames:{"0":["py","module","Python module"],"1":["py","function","Python function"],"2":["py","class","Python class"],"3":["py","method","Python method"],"4":["py","data","Python data"],"5":["py","attribute","Python attribute"]},objtypes:{"0":"py:module","1":"py:function","2":"py:class","3":"py:method","4":"py:data","5":"py:attribute"},terms:{"0":[3,4,6,7,12,13],"00":12,"003215":12,"003219":12,"003606":12,"004167":12,"007650":12,"007786":12,"009978":12,"00z":12,"01":[3,7,12],"013064":12,"015317":12,"015907":12,"01t10":12,"01t11":12,"079679":12,"1":[0,1,3,4,6,7,9,12,13],"10":[3,4,7,12],"100":[3,4,7,8],"1000":[3,7],"11":12,"1151":12,"117146":12,"12":12,"120":12,"122":12,"124":12,"127":12,"13":12,"130":12,"14":12,"140":12,"143":12,"148014":12,"1499":12,"15":12,"158852":12,"16":12,"177950":12,"179":12,"182":12,"19":12,"1902":12,"194":12,"1998":12,"1999":12,"1st":4,"2":[3,4,6,7,12,13],"20":[3,7,12],"2002":12,"2004":12,"2007":[3,7,13],"2009":[3,7],"2013":12,"2083":12,"22":12,"227578":12,"23":12,"236429":12,"236994":12,"243436":12,"25":[3,7,12],"259624":12,"26":12,"264278":12,"274286":12,"276477":12,"28":12,"29":12,"290698":12,"2a":[3,7],"2nd":4,"3":[3,4,6,7,12,13],"30":[3,7],"315":12,"32":12,"3250":13,"329":12,"3312":12,"3322":12,"334":13,"336":12,"336766":12,"336776":12,"34":13,"344":[3,7,13],"3450":13,"347":12,"3475":13,"35":12,"3500":13,"355":12,"36":[12,13],"3625":13,"365":12,"3650":13,"3728":12,"3750":13,"38":13,"3800":13,"3805":12,"387705":12,"389":12,"39":[12,13],"3900":13,"399":12,"3a":[3,7],"4":[3,4,7,9,12,13],"40":[3,7,12,13],"400":4,"4000":[3,7],"400000":12,"401":12,"4015":[3,7],"417204":12,"42":[3,7,12,13],"4250":13,"4292":12,"429565":12,"43":12,"45":12,"4500":13,"4540":12,"46":[12,13],"4667":12,"4674":12,"4675":13,"48":12,"5":[3,4,6,7,12,13],"50":[3,7,13],"500":4,"504746":12,"51":12,"5181":12,"525802":12,"540417":12,"548926":12,"55":12,"553073":12,"56":13,"5700":13,"572951":12,"58":12,"6":[3,4,6,7,12,13],"60":[3,7],"642778":12,"651023":12,"674242":12,"68":13,"685714":12,"692888":12,"694890":12,"696238":12,"7":[3,4,7,12,13],"70":[3,7],"707":12,"709817":12,"720":12,"723077":12,"730":12,"732218":12,"733333":12,"734242":12,"737950":12,"75":[3,7],"776":12,"8":[2,3,4,7,12,13],"800000":12,"838710":12,"840951":12,"844995":12,"850889":12,"857143":12,"858824":12,"8743691916276":12,"8743692138734":12,"898816":12,"9":[4,12,13],"932819":12,"936":12,"947312":12,"951595":12,"987832":12,"9e":12,"boolean":[3,4,7],"break":[3,7],"case":[3,7,8],"class":[8,11,13],"default":[2,3,4,6,7,8,13],"do":[6,9,11],"float":[3,7],"function":[2,3,7,10,13],"import":[3,6,7],"int":[2,3,4,7],"long":[3,7],"new":[3,7,13],"public":9,"return":[1,2,3,4,6,7,11,13],"short":13,"static":5,"true":[1,2,3,4,5,6,7,11],"while":[3,6,7],A:[1,2,3,4,6,7,11,13],Being:9,By:10,For:11,If:[1,2,3,4,7,10],In:[3,7,9],Is:[3,7],No:11,One:[3,4,7],The:[1,3,6,7,9,10,12,13],To:12,_1:1,_:[3,5,6,7],__:[3,5,6,7],__getitem__:[3,7],__repr__:[3,7],__setitem__:[3,7],_clean_order_bi:[3,7],_coerce_pdf:1,_coerce_seri:1,_complet:[3,7],_cross:[3,7],_enlist:1,_expand:[3,7],_extend:4,_flatten:[3,7],_flatten_str:1,_generate_new_str:1,_get_columns_formatted_valu:2,_get_dtype_dict:1,_get_formatted_valu:2,_get_unique_nam:1,_is_kwarg:1,_is_nest:1,_is_string_or_string_list:1,_is_unique_list:1,_is_valid_colnam:1,_join:[3,7],_mutat:[3,7],_mutate_across:[3,7],_nest:[3,7],_nested_is_uniqu:1,_order_seri:4,_rank:4,_repr_html_:[2,3,7],_summaris:[3,7],_truncate_horizont:2,_truncate_vert:2,_two:[3,7],_unexported_util:[0,3],_valid:5,_validate_bi:[3,7],_validate_column_nam:[3,7],_validate_join:[3,7],_write_bodi:2,_write_row_column_typ:2,_y:[3,5,7],a_1:1,a_1_1:1,a_b:[3,7],a_mean:[3,7],a_median:[3,7],aa:12,abid:10,abil:13,about:[10,12],abov:[3,7],absent:6,abus:9,accept:[3,7,8,9],access:[3,7],accessor:11,account:9,achiev:13,across:[3,7,11],act:9,action:9,ad:[1,3,6,7,8],adapt:9,add:[2,3,7,10,13],add_count:[3,5,7],add_group_numb:[3,5,7],add_row_numb:[3,5,7,8],add_rowid:[3,7],addit:[2,10],address:9,adeli:13,adjust:2,advanc:9,ae:12,affect:2,after:[3,5,7],ag:9,age_25:12,age_delay_stats_fram:12,aggreg:[3,7,11,13],agre:10,ahead:2,air_tim:12,airlin:12,airport:12,aka:[3,7],akwarg:[3,7],alia:[3,7],align:9,all:[3,6,7,8,9,10],almost:[3,7],alnum:[3,5,7],along:8,also:12,alter:1,alwai:[3,7,10],amaz:11,american:12,among:[3,4,7],an:[3,4,6,7,9,11,13],ani:[1,2,3,7,9,10],anoth:[3,7],anti:[3,7],anti_join:[3,5,7],any_na:[3,5,7],anyth:10,api:[3,7,11],appear:[3,7,9],append:[3,7],appli:[3,6,7,9,11],appoint:9,appreci:10,appropri:[3,7,9,10],ar:[1,2,3,4,6,7,8,9,10,13],arang:[3,7],arg:[3,7],argument:[3,7,8],arr_delai:12,arrai:[3,4,7],arrang:[3,5,7,11,12,13],articl:10,as_bool:4,asc:[3,7],ascend:[3,4,5,7],aseri:[1,4],asi:1,assign:[3,4,7,11,13],assigng:[3,7],astyp:4,atleast:[3,7],attack:9,attent:9,attribut:[2,3,7],auto:0,autoapi:0,avg_:[3,7],avg_arr_delai:12,avg_dep_delai:12,b6:12,b:[1,3,6,7,10],b_mean:[3,7],back:[3,7,13],ban:9,bar:1,base:[2,3,7,13],basic:[3,7],beak:4,becom:[3,7],befor:[3,4,5,6,7,10],begin:[3,7],behavior:9,below:[3,7],best:9,between:[2,3,4,7,11],bill_depth_mm:[3,7],bill_length_mm:[3,7,13],bind:[3,7],bird:13,bisco:13,bit:10,blog:10,bodi:9,body_mass_g:[3,7,13],bold_row:2,bool:[1,2,3,4,6,7],border:2,both:[3,7,9],bracket:[3,7],branch:[10,11],bring:[3,7],buf:2,bugfix:[8,10,11],c:[3,6,7],c_d:[3,7],cach:12,call:[2,3,7,13],callabl:[3,7],can:[3,6,7,10,13],cancelled_prop:12,cannot:[1,3,7],cartersian:[3,7],cascad:[3,7],case_when:[4,13],caus:12,cbind:[3,5,7],ceil:[3,7],cfumuhav:12,chang:[3,7,8,10],charact:2,check:[1,3,7,10],checkout:10,chinstrap:13,choos:[3,7],chosen:[3,7],chunk:[3,7],circumst:9,clarifi:9,clash:6,cn:[3,7],cnt:[3,7],coalesc:[4,13],code:[11,12],coerc:8,coercibl:6,col2:11,col:[3,5,7,12],col_1:[3,7,11],col_2:[3,7,11],col_3:[3,7],col_list:[3,7],col_spac:2,collaps:6,colnam:[3,5,7],color:12,colspaceargtyp:2,column:[2,3,6,7,8,13],column_direction_dict:[3,5,7],column_nam:[3,5,7,12],column_typ:2,combin:[3,4,7],combinaton:6,comment:9,commit:[9,10],common:[2,3,7,11],commun:9,complaint:9,complet:[3,5,7,8],complex:[3,7],complic:[3,7],composit:13,comput:[3,7],concaten:6,condit:[4,13],confidenti:9,confirm:[3,7],conform:10,consid:[3,7,9],consist:11,constitut:[3,7],construct:[9,12],contact:9,contain:[0,3,7,12],contribut:9,contributor:9,convers:11,convert:[1,2,3,4,7],convert_dtyp:[3,4,6,7],copi:[3,7,10,11,13],core:2,correct:[3,7,9],correspond:[3,4,7],corrspond:[3,7],could:9,count:[3,5,7,13],coven:9,creat:[0,2,3,6,7,9,10],credit:10,criteria:[3,7],critic:9,cross:[3,7],cross_join:[3,5,7],crosstab:6,css:2,cumcount:8,cume_dist:4,cumsum:[3,7],cumsum_df:[3,7],current:10,d:[3,7],dai:12,data:[2,3,5,7,11,13],data_for_plot:12,datadram:13,datafram:[2,3,6,7,8,11,12,13],dataframeformatt:2,dataframerender:2,dataram:11,dataset:12,dattachidambara:12,decim:2,decreas:[3,5,7],deem:9,defin:[3,7,9],delay_typ:12,demean_:[3,7],dens:4,dense_rank:[3,4,7],dep_delai:12,depart:12,depend:[3,7],derogatori:9,desc:[3,7,12],descd:[3,7],descend:[3,7],dest:[6,12],detail:[9,10],determin:[3,7,9],determinist:[3,7],develop:10,df:[3,7,11],dict:[3,6,7],dictionari:[3,5,6,7],differ:[3,7,9,11],dim:[3,5,7],direct:[3,7],directli:13,disabl:9,displai:2,distanc:12,distinct:[3,4,5,7,11,13],dl:12,doc:10,docstr:10,document:[0,5,12],doe:[1,3,4,7,8],done:[1,3,6,7,10],down:[3,7],download:10,downup:[3,7],dplyr:11,dream:13,driven:10,drop:[3,6,7,11],drop_bi:[3,5,7],drop_na:[3,5,7],dtype:[2,3,4,7],duplic:1,e:[3,7,9,12],e_f_g:[3,7],each:[3,4,7,12],easier:10,ecosystem:11,edit:9,effect:[3,7],effici:8,either:[3,7],electron:9,element:[1,4],els:[3,4,7],empathi:9,empti:[3,7],encod:2,end:[3,7],engin:12,enhanc:10,enough:10,ensur:6,environ:9,equal:[3,7],equival:[3,7,11],escap:2,esoter:11,ethnic:9,ev:12,eval:[3,7],evalu:[4,11],even:10,event:9,everi:10,everyon:9,ewr:12,ex1:6,ex2:6,ex3:6,ex:[3,7],exactli:[3,7],exampl:[1,3,4,6,7,9,13],except:[3,7],exclus:[3,7],exisit:[3,7],exist:[3,6,7,13],exp1:[3,7],exp2:[3,7],expand:[3,5,7,8],expand_grid:[6,8],expect:[3,4,7,9],experi:9,explain:10,explicit:9,explod:[3,7],express:[3,4,7,9,11],extend:4,extens:[3,7],f:[3,7],face:9,fair:9,faith:9,fals:[1,2,3,4,5,6,7],fan:12,fast:8,feel:10,femal:13,few:[3,7],file:[2,11],fill:[3,5,7],fill_na:[3,5,7],fill_valu:6,filter:[3,4,5,7,11,12,13],find:4,first:[1,3,4,7,8],fix:12,flight:6,flights_tidi:12,flipper_length_mm:[3,7],float64:[12,13],float_format:2,floatformattyp:2,floor:[3,7],flow:11,fmt:2,focus:9,follow:[9,13],form:8,format:[0,3,7,10],format_col:2,formatt:2,formatterstyp:2,foster:9,found:[3,7],four:[3,7],fraction:[3,7],frame:2,free:[9,10,11],frequent:11,from:[1,2,3,6,7,9,11,12,13],full_join:[3,5,7],func:[1,3,5,7,8,12],further:9,g:[3,7,12],gain:8,gap:4,gender:9,gender_:[3,7],gener:[0,2,3,7],gentoo:13,geom_point:12,geom_smooth:12,get:13,get_strcol:2,ggplot:12,git:10,github:[8,10,11],given:[4,10],glimps:[3,7,8],good:9,gracefulli:9,grammar:[3,7,11,12,13],greatli:10,group:[3,7,8,11],group_modifi:[3,5,7],group_numb:[3,5,7],group_split:[3,5,7],groupbi:[3,6,7,11],ha:[3,4,7],handl:[3,7],harass:9,harm:9,have:[1,3,4,7,9,10,11],head:[3,5,6,7],header:2,hei:[3,7],held:[3,7],hello:[3,7],help:[3,4,6,7,10,12],here:10,hold:[3,7],home:12,homepag:9,horizont:8,hour:6,hourli:12,how:[3,7,10],html:[2,3,7],htmlformatt:2,i:2,id:[2,3,7],id_col:[3,5,7],ideal:2,ident:9,identifi:[3,7],if_els:4,ifels:[4,12],ignor:[3,7],illustr:[3,7,12],imageri:9,implement:[2,8],implicitli:[3,7],inappropri:9,incid:9,includ:[2,3,5,7,9,10,12],inclus:[3,7,9],incompat:[3,7],ind:[3,7],indent:2,index:[2,3,4,6,7,11,13],index_nam:2,indic:[3,4,7],individu:9,inf:4,infer:1,inform:9,inherit:2,init:[3,7,8],inner:[3,7],inner_join:[3,5,7,12],input:[1,3,4,6,7,8],insid:[3,7],inspir:[11,12,13],instal:[3,7,8,10],instanc:9,insult:9,int64:[4,12,13],integ:[3,7],intend:[2,3,7],intent:12,interest:9,interfac:11,intern:2,intersect:[3,5,7],invert:[3,7],investig:9,io:2,ipython:[2,3,7],is_numeric_dtyp:[3,7],is_pandas_udf:[3,5,7],is_simpl:[6,13],is_tupl:[3,7],island:[3,7,12,13],isna:[4,12],issu:[9,10],its:[1,9,10],itself:[1,3,7],jfk:12,join:[3,7],jupyt:2,justifi:2,keep:[3,5,7,10],keep_al:[3,5,7],kei:[3,6,7],kept:[3,7],kwarg:[3,5,7],lambda:[3,6,7,11,12],languag:9,larger:[3,7],largest:4,last:[3,4,5,7],latter:[3,7],layer:12,lead:[3,7],leadership:9,leap:[3,7],left:[1,3,4,7],left_join:[3,5,7],leftmost:[3,7],leftov:[3,7],length:[1,3,4,7],letter:12,level:9,lga:12,lib:12,librari:11,like:[2,3,7,13],limit:11,link:2,list:[1,2,3,4,6,7],list_of_seri:4,list_of_tupl:4,littl:10,lm:12,load_penguin:[3,6,7,13],loc:[3,7,11],local:10,locat:12,logic:[2,3,7],look:10,m:6,mai:9,mail:9,mainli:[3,7],maintain:[3,7,9],make:[9,10,13],male:13,mani:[3,7,13],manipul:[3,7,11,12,13],markup:2,mask:[3,5,7],master:11,match:[3,4,7],max:4,max_col:2,max_row:2,maximum:[3,4,7],mean:[3,7,11,12],mean_:12,mean_arr_delai:12,mean_dep_delai:12,meaning:[3,7],meddl:[3,7],media:9,median:[3,7],meet:10,melt:[3,7],member:9,met:4,meteorolog:12,method:[2,3,7,8,11,12,13],might:[3,6,7,10],min:[3,4,7],min_rank:[4,13],min_row:2,minim:11,minimum:4,minor:8,minut:12,misc:[3,7],miss:[3,4,7,12],mister:[3,7],mix:[3,7],mm:[3,7],mode:[3,7],modif:[3,7],modifi:[3,7,13],month:[6,12],more:[3,7,8,11,13],moreov:[3,7],mostli:[3,7,11],move:[3,7],mq:12,mssing:[3,7],multi:[11,12],multiindex:6,multipl:[2,3,4,7],mutat:[3,5,7,11,12,13],n10156:12,n102uw:12,n103u:12,n104uw:12,n10575:12,n105uw:12,n107u:12,n108uw:12,n109uw:12,n110uw:12,n:[3,5,6,7,13],n_carrier:12,n_dest:12,n_distinct:[4,12],na:[3,4,6,7],na_posit:[3,4,5,7],na_rep:2,na_rm:4,name:[3,5,6,7,10,12,13],names_from:[3,5,7],names_prefix:[3,5,7,8],names_to:[3,5,7,12],nan:[2,12,13],narrow:10,nation:9,ncol:[3,5,7],ndframe:2,neg:[3,7],neighbor:[3,7],nest:[3,5,7],nest_bi:[3,5,7],nest_column_nam:[3,5,7],nested_pdf:[3,7],never:10,next:[3,7],non:[3,4,7,11],none:[2,3,4,5,7],note:[1,3,4,6,7,10],notebook:[2,3,7],notic:[3,7],now:8,np:[3,4,7,12],nrow:[3,5,7],nth:1,nullabl:1,number:[3,4,7,8,12],numer:[3,7],numpi:[3,7],nyc:12,nycflights13:[6,12],o:[3,7],obj:5,object:[1,2,3,4,6,7,12,13],oblig:9,observ:[3,7],obtain:[3,7,13],occur:1,offens:9,offer:11,offici:[9,10],offlin:[9,11],often:11,old:[3,7],old_new_dict:[3,5,7],on_i:[3,5,7],on_x:[3,5,7],one:[3,4,6,7,13],onli:[2,3,7,8,13],onlin:9,oo:12,opeat:[3,7],open:[2,9,10,11],oper:[3,7,10,11,13],option:[2,3,7,8],order:[3,4,7,13],order_bi:[3,5,7],order_by_column:[3,5,7],orient:9,origin:[3,6,7],os:2,other:[2,3,7,9,12],otherwis:[3,7,9],out:12,outer:[3,7],outer_join:[3,5,7],output:[2,3,7,13],outsid:[3,7],over:[3,4,7,11,13],packag:[7,11,12],page:[0,11],pair:[3,7],palmerpenguin:[3,6,7,13],panda:[1,2,3,4,6,7,8,11,12],pandas_obj:5,paramet:[1,2,3,4,6,7],parsabl:[3,7],part:10,partial:[3,7],particip:9,particular:[3,7],pass:[3,7,8,10],patch:8,path:2,pathlik:2,pd:[2,3,4,6,7,8,12,13],pdf:[1,3,6,7],pen_nested_by_speci:[3,7],penguin:[3,6,7,13],penguins_tidi:[3,7,13],penguins_tidy_s1:[3,7],penguins_tidy_s2:[3,7],per:[3,7,13],percent:4,percent_rank:4,percentag:4,perman:9,permiss:9,permut:4,person:9,philosophi:11,physic:9,pick:[3,7],piec:[3,7],pip:[11,13],pipe:[3,6,7,11],pipe_te:[3,7],pivot:[3,7],pivot_long:[3,5,7,12],pivot_t:6,pivot_wid:[3,5,7,8],place:[3,7,13],plane_year:12,planes_tidi:12,planes_year_fram:12,pleas:[3,7,10],plotnin:12,plotninewarn:12,poetri:10,polici:9,polit:9,posit:[3,4,7,9],possibl:[3,7,10],post:[9,10],postit:4,pr:11,precomput:[3,7],predic:[3,5,7,8],prefer:11,prefix:[3,5,7,12],prepend:13,present:[3,7],preserv:[3,4,7],preserve_row_ord:[3,5,7],print:[3,4,6,7,8,12,13],privat:9,process:[2,6],produc:2,product:[3,7],profession:9,progress:6,project:[9,10],prop:[3,5,7],properti:[3,5,7],proport:[3,7],propos:10,provid:[3,7,8,11,13],pseudorandom:[3,7],publish:9,puerto:12,pull:[3,7],put:[3,7],py3:12,py:[2,12],pypi:11,pypoetri:12,python3:12,python:[1,10,11,12],quantil:[3,7],queri:[3,5,7],race:9,random:[3,7],random_st:[3,5,7],rang:[3,7],rangeindex:[3,6,7,13],rank:[3,4,7],rbind:[3,5,7],re:[3,7,10],readi:10,rearrang:[3,7],reason:[6,9],refer:[3,7],regard:9,regardless:9,regex:[3,7],reject:9,rel:[3,7],releas:[8,10,11],reli:11,religion:9,reloc:[3,5,7],rememb:[10,11],remov:[2,3,7,9,12],renam:[3,5,6,7,8,12],rename_axi:11,render:2,render_link:2,repeat:4,repercuss:9,replac:[3,4,5,7],replace_na:[3,5,7],repo:11,report:9,repr:8,repres:9,represent:[3,7,9],reproduc:[3,7,10],requir:10,rescal:4,reset:11,reset_index:[6,11],respect:[3,7,9],respond:9,respons:2,rest:[3,7],result:[1,2,3,4,6,7,13],retain:[3,7],return_self:[3,7],review:9,rico:12,right:[3,7,8,9],right_join:[3,5,7],round:[3,5,7],rounding_typ:[3,5,7],row:[2,3,6,7,8,12,13],row_numb:[3,4,5,7],row_order_column_nam:[3,5,7],rowid:[3,7],rowid_temp:[3,5,7],rowid_to_column:[3,7],rowwis:[3,7],s:[3,6,7,9,10,13],said:[3,7,13],same:[1,3,4,7],sampl:[3,5,7],scalar:[3,4,7],scope:10,seat:12,second:[3,4,7],see:[3,5,7,8,11],seed:[3,7],select:[3,5,7,11,12,13],self:[2,3,5,7],semi_join:[3,5,7],sep:[3,5,6,7],separ:[3,5,6,7,9],separate_row:[3,5,7],seper:[3,7],sequenc:2,ser2:4,ser:4,seri:[1,3,4,6,7,11],series_util:[0,3,12,13],set:[2,3,4,7,8,9,10,11],setdiff:[3,5,7],setitem:13,setup:10,sex:[3,7,13],sexual:9,shape:[3,5,7],share:2,should:[2,3,4,7,10,13],show:[3,7,8,9],show_dimens:2,side:[3,7],similar:[3,7,10],simpl:[3,6,7,11,13],simpli:[3,7],simplifi:[6,11,13],simplii:6,singl:[3,7],site:12,size:[3,7,9],skim:[3,7,8],skimpi:[3,7,8],slice:[3,5,7,13],slice_head:[3,5,7],slice_max:[3,5,7],slice_min:[3,5,7],slice_sampl:[3,5,7],slice_tail:[3,5,7],slit:[3,7],smaller:[3,7],smallest:4,so:[3,4,7],social:9,some:[3,7,12,13],some_kwarg:[3,7],someth:[3,7],sort:[3,5,7],sourc:[1,2,3,4,5,6,7],space:9,sparsifi:2,spe:[3,7],spec:[3,5,7],spec_list:[3,7],speci:[3,6,7,13],species_2:[3,7],specif:[2,3,7,9],specifi:[2,3,7,8],specifii:[3,7],speed:12,sphinx:0,split:[3,5,7],stai:[3,7,11],standard:[11,12],start:[1,3,6,7,13],state:[3,7,12],statement:4,step:[3,7,10,13],still:[3,7],str:[2,3,4,6,7],strict:[3,5,7],string:[1,2,3,6,7,13],structur:[6,11],style:[3,7,11],submit:11,subset:[3,7,13],suffici:[3,7],suffix:[3,7],suffix_i:[3,5,7],suggest:11,sum:[3,7],summar:[3,5,7,11],summari:[3,7],summaris:[3,5,7,12,13],support:[3,7,10],suppos:[3,7],surpris:11,swor:[3,7],swr:[3,7],system:10,sytl:[3,7],t:[3,7],tabl:2,table_id:2,tag:[2,10],tail:[3,5,7],tailnum:12,take:9,tar:11,task:11,team:9,temp:[3,7],temporari:[3,7,9],temporarili:9,term:10,test:10,than:[3,7],thei:[3,7,9,10],them:[3,4,7,8],thi:[0,1,2,3,6,7,9,10,12],thin:4,threaten:9,three:[3,7],through:[3,7,10],ti:[3,4,7],tidi:[3,6,7,12,13],tidy_accessor:[0,3,13],tidy_penguin:[3,7],tidy_util:[0,3,13],tidydatafram:[3,7],tidydataframeformatt:2,tidydataframerender:2,tidyfram:[3,5,6,7,8,11,12],tidyframe_class:[0,3],tidyhtmlformatt:2,tidynotebookformatt:2,tidypanda:[0,8,10],tidyvers:[3,7,11,12,13],time:1,time_hour:12,to_csv:2,to_html:2,to_latex:2,to_panda:[3,7,12,13],to_seri:[3,7],to_str:2,togeth:[3,7],top:[3,7],torgersen:13,total:12,toward:9,tp:[5,11,13],tr_col_num:2,tr_frame:2,tr_row_num:2,translat:12,treat:4,troll:9,troubleshoot:10,tupl:[2,3,4,7],turbo:12,two:[3,7],type:[1,3,4,6,7,12],typic:13,ua:12,udf:[3,7],unaccept:9,underli:[3,7],understand:12,unifi:11,union:[3,5,7],uniqu:[1,3,6,7,13],unit:[3,5,7,12],unknown:[3,7],unless:[1,3,7],unnam:[3,6,7,13],unnest:[3,5,7],unwelcom:9,up:[3,7,10],updat:10,updown:[3,7],url:2,us:[3,4,6,7,8,9,10],user:[3,7],utf:2,util:[8,13],utilit:11,valid:[3,7],valu:[3,4,5,6,7,12,13],value_count:[3,6,7],value_from:[3,7],values_drop_na:[3,5,7],values_fil:[3,5,7],values_fn:[3,5,7],values_from:[3,5,7],values_to:[3,5,7],variabl:[3,7],variou:[3,7],vector:4,verb:[11,13],verbos:6,version:[4,8,9,10,11],via:[3,7,9],view:[3,7],viewpoint:9,virgin:12,virtualenv:12,volunt:10,wai:9,want:[4,10,11],warn:8,we:[9,12],weather:12,web:10,weight:[3,5,7],welcom:[9,10],what:[9,12],when:[3,4,6,7,8,9,10],where:[3,4,7,8],whether:[1,2,3,6,7],which:[2,3,7,9,11],whl:11,who:9,whoever:10,whose:[3,7],why:6,wide:[3,7],widen:[3,7],wiki:9,wing:12,wise:[3,7],witbh:4,with_ti:[3,5,7],within:[3,7,9],without:[3,6,7,9],wn:12,work:[3,7,10],world:[3,7],would:10,wrapper:[3,4,7,11,13],write:[2,11],write_styl:2,wt:[3,5,7],x2:[3,7],x:[1,3,4,6,7,11,12,13],x_plus_i:[3,7],x_plus_y_mean:[3,7],xlim:12,y2:[3,7],y:[3,4,5,7,12],ye:4,year:[3,7,12,13],year_cumsum:[3,7],ylim:12,you:[3,4,7,10,11],your:[10,11],yp1:[3,7],yp1_abstract:[3,7],yp1_string:[3,7],yp1m1:[3,7],yp2_abstract:[3,7],z:4},titles:["API Reference","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tidypandas._unexported_utils</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tidypandas.format</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tidypandas</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tidypandas.series_utils</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tidypandas.tidy_accessor</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tidypandas.tidy_utils</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tidypandas.tidyframe_class</span></code>","Changelog","Code of Conduct","Contributing","<code class=\"docutils literal notranslate\"><span class=\"pre\">tidypandas</span></code>","A tour of <code class=\"docutils literal notranslate\"><span class=\"pre\">tidypandas</span></code>","Using <code class=\"docutils literal notranslate\"><span class=\"pre\">tidypandas</span></code>"],titleterms:{"0":8,"04":8,"05":8,"1":8,"12th":8,"14":8,"14th":8,"2":8,"2022":8,"22":8,"24":8,"27":8,"3":8,"4":8,"5":8,"7th":8,"class":[2,3,5,7],"export":13,"function":[1,4,6],"import":[12,13],A:12,Is:12,_unexported_util:1,accessor:13,ag:12,all:12,api:0,ar:12,arriv:12,attribut:[4,9],averag:12,between:12,bug:[10,11],cancel:12,carrier:12,changelog:8,code:[9,10],conduct:[9,10],content:[1,2,3,4,5,6,7],contribut:[10,11],creat:13,data:12,delai:12,destin:12,didn:12,displai:12,document:10,enforc:9,exampl:11,exercis:12,fastest:12,featur:10,feedback:10,find:12,fix:[10,11],flight:12,flown:12,format:2,get:10,guidelin:10,hour:12,implement:10,inform:12,instal:[11,13],issu:11,its:12,june:8,late:12,least:12,leav:12,load:12,modul:[1,2,4,5,6,7],more:12,our:9,overview:13,packag:3,panda:13,plane:12,pledg:9,proport:12,pull:10,rank:12,refer:0,relat:12,relationship:12,report:10,request:10,respons:9,scope:9,series_util:4,sort:12,standard:9,start:10,submit:10,submodul:3,t:12,than:12,tidy_accessor:5,tidy_util:6,tidyfram:13,tidyframe_class:7,tidypanda:[1,2,3,4,5,6,7,11,12,13],tour:12,two:12,type:10,us:[11,12,13],v0:8,why:11,work:13,write:10}})
\ No newline at end of file
+Search.setIndex({docnames:["autoapi/index","autoapi/tidypandas/_unexported_utils/index","autoapi/tidypandas/format/index","autoapi/tidypandas/index","autoapi/tidypandas/series_utils/index","autoapi/tidypandas/tidy_accessor/index","autoapi/tidypandas/tidy_utils/index","autoapi/tidypandas/tidyframe_class/index","changelog","conduct","contributing","index","tour","using_tidypandas"],envversion:{"sphinx.domains.c":2,"sphinx.domains.changeset":1,"sphinx.domains.citation":1,"sphinx.domains.cpp":5,"sphinx.domains.index":1,"sphinx.domains.javascript":2,"sphinx.domains.math":2,"sphinx.domains.python":3,"sphinx.domains.rst":2,"sphinx.domains.std":2,"sphinx.ext.viewcode":1,sphinx:56},filenames:["autoapi/index.rst","autoapi/tidypandas/_unexported_utils/index.rst","autoapi/tidypandas/format/index.rst","autoapi/tidypandas/index.rst","autoapi/tidypandas/series_utils/index.rst","autoapi/tidypandas/tidy_accessor/index.rst","autoapi/tidypandas/tidy_utils/index.rst","autoapi/tidypandas/tidyframe_class/index.rst","changelog.md","conduct.md","contributing.md","index.md","tour.md","using_tidypandas.md"],objects:{"":[[3,0,0,"-","tidypandas"]],"tidypandas._unexported_utils":[[1,1,1,"","_coerce_pdf"],[1,1,1,"","_coerce_series"],[1,1,1,"","_enlist"],[1,1,1,"","_flatten_strings"],[1,1,1,"","_generate_new_string"],[1,1,1,"","_get_dtype_dict"],[1,1,1,"","_get_unique_names"],[1,1,1,"","_is_kwargable"],[1,1,1,"","_is_nested"],[1,1,1,"","_is_string_or_string_list"],[1,1,1,"","_is_unique_list"],[1,1,1,"","_is_valid_colname"],[1,1,1,"","_nested_is_unique"]],"tidypandas.format":[[2,2,1,"","TidyDataFrameFormatter"],[2,2,1,"","TidyDataFrameRenderer"],[2,2,1,"","TidyHTMLFormatter"],[2,2,1,"","TidyNotebookFormatter"]],"tidypandas.format.TidyDataFrameFormatter":[[2,3,1,"","_truncate_horizontally"],[2,3,1,"","_truncate_vertically"],[2,3,1,"","format_col"],[2,3,1,"","get_strcols"]],"tidypandas.format.TidyDataFrameRenderer":[[2,3,1,"","to_html"]],"tidypandas.format.TidyHTMLFormatter":[[2,3,1,"","_write_body"],[2,3,1,"","_write_row_column_types"],[2,3,1,"","render"]],"tidypandas.format.TidyNotebookFormatter":[[2,3,1,"","_get_columns_formatted_values"],[2,3,1,"","_get_formatted_values"],[2,3,1,"","render"],[2,3,1,"","write_style"]],"tidypandas.series_utils":[[4,1,1,"","_extend"],[4,1,1,"","_order_series"],[4,1,1,"","_rank"],[4,1,1,"","as_bool"],[4,1,1,"","case_when"],[4,1,1,"","coalesce"],[4,1,1,"","cume_dist"],[4,1,1,"","dense_rank"],[4,4,1,"","if_else"],[4,1,1,"","ifelse"],[4,1,1,"","min_rank"],[4,1,1,"","n_distinct"],[4,1,1,"","order"],[4,1,1,"","percent_rank"],[4,1,1,"","row_number"]],"tidypandas.tidy_accessor":[[5,2,1,"","tp"]],"tidypandas.tidy_accessor.tp":[[5,3,1,"","_validate"],[5,3,1,"","add_count"],[5,3,1,"","add_group_number"],[5,3,1,"","add_row_number"],[5,3,1,"","anti_join"],[5,3,1,"","any_na"],[5,3,1,"","arrange"],[5,3,1,"","cbind"],[5,3,1,"","colnames"],[5,3,1,"","complete"],[5,3,1,"","count"],[5,3,1,"","cross_join"],[5,3,1,"","dim"],[5,3,1,"","distinct"],[5,3,1,"","drop_na"],[5,3,1,"","expand"],[5,5,1,"","fill"],[5,3,1,"","fill_na"],[5,3,1,"","filter"],[5,3,1,"","full_join"],[5,3,1,"","group_modify"],[5,5,1,"","group_split"],[5,5,1,"","head"],[5,3,1,"","inner_join"],[5,3,1,"","intersection"],[5,3,1,"","left_join"],[5,3,1,"","mutate"],[5,3,1,"","ncol"],[5,3,1,"","nest"],[5,3,1,"","nest_by"],[5,3,1,"","nrow"],[5,5,1,"","outer_join"],[5,3,1,"","pivot_longer"],[5,3,1,"","pivot_wider"],[5,3,1,"","rbind"],[5,3,1,"","relocate"],[5,3,1,"","rename"],[5,3,1,"","replace_na"],[5,3,1,"","right_join"],[5,5,1,"","sample"],[5,3,1,"","select"],[5,3,1,"","semi_join"],[5,3,1,"","separate"],[5,3,1,"","separate_rows"],[5,3,1,"","setdiff"],[5,3,1,"","shape"],[5,3,1,"","slice"],[5,3,1,"","slice_head"],[5,3,1,"","slice_max"],[5,3,1,"","slice_min"],[5,3,1,"","slice_sample"],[5,3,1,"","slice_tail"],[5,3,1,"","split"],[5,3,1,"","summarise"],[5,5,1,"","summarize"],[5,5,1,"","tail"],[5,3,1,"","union"],[5,3,1,"","unite"],[5,3,1,"","unnest"]],"tidypandas.tidy_utils":[[6,1,1,"","expand_grid"],[6,1,1,"","is_simple"],[6,1,1,"","simplify"]],"tidypandas.tidyframe":[[3,3,1,"","__getitem__"],[3,3,1,"","__repr__"],[3,3,1,"","__setitem__"],[3,3,1,"","_clean_order_by"],[3,3,1,"","_complete"],[3,3,1,"","_crossing"],[3,3,1,"","_expand"],[3,3,1,"","_flatten"],[3,3,1,"","_join"],[3,3,1,"","_mutate"],[3,3,1,"","_mutate_across"],[3,3,1,"","_nesting"],[3,3,1,"","_repr_html_"],[3,3,1,"","_summarise"],[3,3,1,"","_validate_by"],[3,3,1,"","_validate_column_names"],[3,3,1,"","_validate_join"],[3,3,1,"","add_count"],[3,3,1,"","add_group_number"],[3,3,1,"","add_row_number"],[3,3,1,"","anti_join"],[3,3,1,"","any_na"],[3,3,1,"","arrange"],[3,3,1,"","cbind"],[3,3,1,"id3","colnames"],[3,3,1,"","complete"],[3,3,1,"","count"],[3,3,1,"","cross_join"],[3,3,1,"","dim"],[3,3,1,"","distinct"],[3,3,1,"","drop_na"],[3,3,1,"","expand"],[3,5,1,"","fill"],[3,3,1,"","fill_na"],[3,3,1,"","filter"],[3,5,1,"","full_join"],[3,3,1,"","glimpse"],[3,3,1,"","group_modify"],[3,5,1,"","group_split"],[3,5,1,"","head"],[3,3,1,"","init"],[3,3,1,"","inner_join"],[3,3,1,"","intersection"],[3,3,1,"","left_join"],[3,3,1,"","mutate"],[3,3,1,"id1","ncol"],[3,3,1,"","nest"],[3,3,1,"","nest_by"],[3,3,1,"id0","nrow"],[3,3,1,"","outer_join"],[3,3,1,"","pipe"],[3,3,1,"","pipe_tee"],[3,3,1,"","pivot_longer"],[3,3,1,"","pivot_wider"],[3,3,1,"","pull"],[3,3,1,"","rbind"],[3,3,1,"","relocate"],[3,3,1,"","rename"],[3,3,1,"","replace_na"],[3,3,1,"","right_join"],[3,5,1,"","rowid_to_column"],[3,5,1,"","sample"],[3,3,1,"","select"],[3,3,1,"","semi_join"],[3,3,1,"","separate"],[3,3,1,"","separate_rows"],[3,3,1,"","setdiff"],[3,3,1,"id2","shape"],[3,3,1,"","show"],[3,3,1,"","skim"],[3,3,1,"","slice"],[3,3,1,"","slice_head"],[3,3,1,"","slice_max"],[3,3,1,"","slice_min"],[3,3,1,"","slice_sample"],[3,3,1,"","slice_tail"],[3,3,1,"","split"],[3,3,1,"","summarise"],[3,5,1,"","summarize"],[3,5,1,"","tail"],[3,3,1,"","to_pandas"],[3,5,1,"","to_series"],[3,3,1,"","union"],[3,3,1,"","unite"],[3,3,1,"","unnest"]],"tidypandas.tidyframe_class":[[7,2,1,"","tidyframe"]],"tidypandas.tidyframe_class.tidyframe":[[7,3,1,"","__getitem__"],[7,3,1,"","__repr__"],[7,3,1,"","__setitem__"],[7,3,1,"","_clean_order_by"],[7,3,1,"","_complete"],[7,3,1,"","_crossing"],[7,3,1,"","_expand"],[7,3,1,"","_flatten"],[7,3,1,"","_join"],[7,3,1,"","_mutate"],[7,3,1,"","_mutate_across"],[7,3,1,"","_nesting"],[7,3,1,"","_repr_html_"],[7,3,1,"","_summarise"],[7,3,1,"","_validate_by"],[7,3,1,"","_validate_column_names"],[7,3,1,"","_validate_join"],[7,3,1,"","add_count"],[7,3,1,"","add_group_number"],[7,3,1,"","add_row_number"],[7,3,1,"","anti_join"],[7,3,1,"","any_na"],[7,3,1,"","arrange"],[7,3,1,"","cbind"],[7,3,1,"id3","colnames"],[7,3,1,"","complete"],[7,3,1,"","count"],[7,3,1,"","cross_join"],[7,3,1,"","dim"],[7,3,1,"","distinct"],[7,3,1,"","drop_na"],[7,3,1,"","expand"],[7,5,1,"","fill"],[7,3,1,"","fill_na"],[7,3,1,"","filter"],[7,5,1,"","full_join"],[7,3,1,"","glimpse"],[7,3,1,"","group_modify"],[7,5,1,"","group_split"],[7,5,1,"","head"],[7,3,1,"","init"],[7,3,1,"","inner_join"],[7,3,1,"","intersection"],[7,3,1,"","left_join"],[7,3,1,"","mutate"],[7,3,1,"id1","ncol"],[7,3,1,"","nest"],[7,3,1,"","nest_by"],[7,3,1,"id0","nrow"],[7,3,1,"","outer_join"],[7,3,1,"","pipe"],[7,3,1,"","pipe_tee"],[7,3,1,"","pivot_longer"],[7,3,1,"","pivot_wider"],[7,3,1,"","pull"],[7,3,1,"","rbind"],[7,3,1,"","relocate"],[7,3,1,"","rename"],[7,3,1,"","replace_na"],[7,3,1,"","right_join"],[7,5,1,"","rowid_to_column"],[7,5,1,"","sample"],[7,3,1,"","select"],[7,3,1,"","semi_join"],[7,3,1,"","separate"],[7,3,1,"","separate_rows"],[7,3,1,"","setdiff"],[7,3,1,"id2","shape"],[7,3,1,"","show"],[7,3,1,"","skim"],[7,3,1,"","slice"],[7,3,1,"","slice_head"],[7,3,1,"","slice_max"],[7,3,1,"","slice_min"],[7,3,1,"","slice_sample"],[7,3,1,"","slice_tail"],[7,3,1,"","split"],[7,3,1,"","summarise"],[7,5,1,"","summarize"],[7,5,1,"","tail"],[7,3,1,"","to_pandas"],[7,5,1,"","to_series"],[7,3,1,"","union"],[7,3,1,"","unite"],[7,3,1,"","unnest"]],tidypandas:[[1,0,0,"-","_unexported_utils"],[2,0,0,"-","format"],[4,0,0,"-","series_utils"],[5,0,0,"-","tidy_accessor"],[6,0,0,"-","tidy_utils"],[3,2,1,"","tidyframe"],[7,0,0,"-","tidyframe_class"]]},objnames:{"0":["py","module","Python module"],"1":["py","function","Python function"],"2":["py","class","Python class"],"3":["py","method","Python method"],"4":["py","data","Python data"],"5":["py","attribute","Python attribute"]},objtypes:{"0":"py:module","1":"py:function","2":"py:class","3":"py:method","4":"py:data","5":"py:attribute"},terms:{"0":[3,4,6,7,12,13],"00":12,"003215":12,"003219":12,"003606":12,"004167":12,"007650":12,"007786":12,"009978":12,"00z":12,"01":[3,7,12],"013064":12,"015317":12,"015907":12,"01t10":12,"01t11":12,"079679":12,"1":[0,1,3,4,6,7,9,12,13],"10":[3,4,7,12],"100":[3,4,7,8],"1000":[3,7],"11":12,"1151":12,"117146":12,"12":12,"120":12,"122":12,"124":12,"127":12,"13":12,"130":12,"14":12,"140":12,"143":12,"148014":12,"1499":12,"15":12,"158852":12,"16":12,"177950":12,"179":12,"182":12,"19":12,"1902":12,"194":12,"1998":12,"1999":12,"1st":4,"2":[3,4,6,7,12,13],"20":[3,7,12],"2002":12,"2004":12,"2007":[3,7,13],"2009":[3,7],"2013":12,"2083":12,"22":12,"227578":12,"23":12,"236429":12,"236994":12,"243436":12,"25":[3,7,12],"259624":12,"26":12,"264278":12,"274286":12,"276477":12,"28":12,"29":12,"290698":12,"2a":[3,7],"2nd":4,"3":[3,4,6,7,12,13],"30":[3,7],"315":12,"32":12,"3250":13,"329":12,"3312":12,"3322":12,"334":13,"336":12,"336766":12,"336776":12,"34":13,"344":[3,7,13],"3450":13,"347":12,"3475":13,"35":12,"3500":13,"355":12,"36":[12,13],"3625":13,"365":12,"3650":13,"3728":12,"3750":13,"38":13,"3800":13,"3805":12,"387705":12,"389":12,"39":[12,13],"3900":13,"399":12,"3a":[3,7],"4":[3,4,7,9,12,13],"40":[3,7,12,13],"400":4,"4000":[3,7],"400000":12,"401":12,"4015":[3,7],"417204":12,"42":[3,7,12,13],"4250":13,"4292":12,"429565":12,"43":12,"45":12,"4500":13,"4540":12,"46":[12,13],"4667":12,"4674":12,"4675":13,"48":12,"5":[3,4,6,7,12,13],"50":[3,7,13],"500":4,"504746":12,"51":12,"5181":12,"525802":12,"540417":12,"548926":12,"55":12,"553073":12,"56":13,"5700":13,"572951":12,"58":12,"6":[3,4,6,7,12,13],"60":[3,7],"642778":12,"651023":12,"674242":12,"68":13,"685714":12,"692888":12,"694890":12,"696238":12,"7":[3,4,7,12,13],"70":[3,7],"707":12,"709817":12,"720":12,"723077":12,"730":12,"732218":12,"733333":12,"734242":12,"737950":12,"75":[3,7],"776":12,"8":[2,3,4,7,12,13],"800000":12,"838710":12,"840951":12,"844995":12,"850889":12,"857143":12,"858824":12,"8743691916276":12,"8743692138734":12,"898816":12,"9":[4,12,13],"932819":12,"936":12,"947312":12,"951595":12,"987832":12,"9e":12,"boolean":[3,4,7],"break":[3,7],"case":[3,7,8],"class":[8,11,13],"default":[2,3,4,6,7,8,13],"do":[6,9,11],"float":[3,7],"function":[2,3,7,10,13],"import":[3,6,7],"int":[2,3,4,7],"long":[3,7],"new":[3,7,13],"public":9,"return":[1,2,3,4,6,7,11,13],"short":13,"static":5,"true":[1,2,3,4,5,6,7,11],"while":[3,6,7],A:[1,2,3,4,6,7,11,13],Being:9,By:10,For:11,If:[1,2,3,4,7,10],In:[3,7,9],Is:[3,7],No:11,One:[3,4,7],The:[1,3,6,7,9,10,12,13],To:12,_1:1,_:[3,5,6,7],__:[3,5,6,7],__getitem__:[3,7],__repr__:[3,7],__setitem__:[3,7],_clean_order_bi:[3,7],_coerce_pdf:1,_coerce_seri:1,_complet:[3,7],_cross:[3,7],_enlist:1,_expand:[3,7],_extend:4,_flatten:[3,7],_flatten_str:1,_generate_new_str:1,_get_columns_formatted_valu:2,_get_dtype_dict:1,_get_formatted_valu:2,_get_unique_nam:1,_is_kwarg:[1,8],_is_nest:1,_is_string_or_string_list:1,_is_unique_list:1,_is_valid_colnam:1,_join:[3,7],_mutat:[3,7],_mutate_across:[3,7],_nest:[3,7],_nested_is_uniqu:1,_order_seri:4,_rank:4,_repr_html_:[2,3,7],_summaris:[3,7],_truncate_horizont:2,_truncate_vert:2,_two:[3,7],_unexported_util:[0,3],_valid:5,_validate_bi:[3,7],_validate_column_nam:[3,7],_validate_join:[3,7],_write_bodi:2,_write_row_column_typ:2,_y:[3,5,7],a_1:1,a_1_1:1,a_b:[3,7],a_mean:[3,7],a_median:[3,7],aa:12,abid:10,abil:13,about:[10,12],abov:[3,7],absent:6,abus:9,accept:[3,7,8,9],access:[3,7],accessor:11,account:9,achiev:13,across:[3,7,11],act:9,action:[8,9],ad:[1,3,6,7,8],adapt:9,add:[2,3,7,10,13],add_count:[3,5,7],add_group_numb:[3,5,7],add_row_numb:[3,5,7,8],add_rowid:[3,7],addit:[2,10],address:9,adeli:13,adjust:2,advanc:9,ae:12,affect:2,after:[3,5,7],ag:9,age_25:12,age_delay_stats_fram:12,aggreg:[3,7,11,13],agre:10,ahead:2,air_tim:12,airlin:12,airport:12,aka:[3,7],akwarg:[3,7],alia:[3,7],align:9,all:[3,6,7,8,9,10],almost:[3,7],alnum:[3,5,7],along:8,also:12,alter:1,alwai:[3,7,10],amaz:11,american:12,among:[3,4,7],an:[3,4,6,7,9,11,13],ani:[1,2,3,7,9,10],anoth:[3,7],anti:[3,7],anti_join:[3,5,7],any_na:[3,5,7],anyth:10,api:[3,7,11],appear:[3,7,9],append:[3,7],appli:[3,6,7,9,11],appoint:9,appreci:10,appropri:[3,7,9,10],ar:[1,2,3,4,6,7,8,9,10,13],arang:[3,7],arg:[3,7],argument:[3,7,8],arr_delai:12,arrai:[3,4,7],arrang:[3,5,7,11,12,13],articl:10,as_bool:4,asc:[3,7],ascend:[3,4,5,7],aseri:[1,4],asi:1,assign:[3,4,7,11,13],assigng:[3,7],astyp:4,atleast:[3,7],attack:9,attent:9,attribut:[2,3,7],auto:0,autoapi:0,avg_:[3,7],avg_arr_delai:12,avg_dep_delai:12,b6:12,b:[1,3,6,7,10],b_mean:[3,7],back:[3,7,13],ban:9,bar:1,base:[2,3,7,13],basic:[3,7],beak:4,becom:[3,7],befor:[3,4,5,6,7,10],begin:[3,7],behavior:9,below:[3,7],best:9,better:8,between:[2,3,4,7,11],bill_depth_mm:[3,7],bill_length_mm:[3,7,13],bind:[3,7],bird:13,bisco:13,bit:10,blog:10,bodi:9,body_mass_g:[3,7,13],bold_row:2,bool:[1,2,3,4,6,7],border:2,both:[3,7,9],bracket:[3,7],branch:[10,11],bring:[3,7],buf:2,bug:8,bugfix:[8,10,11],c:[3,6,7],c_d:[3,7],cach:12,call:[2,3,7,13],callabl:[3,7],can:[3,6,7,10,13],cancelled_prop:12,cannot:[1,3,7],cartersian:[3,7],cascad:[3,7],case_when:[4,13],caus:12,cbind:[3,5,7],ceil:[3,7],cfumuhav:12,chang:[3,7,8,10],charact:2,check:[1,3,7,10],checkout:10,chinstrap:13,choos:[3,7],chosen:[3,7],chunk:[3,7],ci:8,circumst:9,clarifi:9,clash:6,cn:[3,7],cnt:[3,7],coalesc:[4,13],code:[11,12],coerc:8,coercibl:6,col2:11,col:[3,5,7,12],col_1:[3,7,11],col_2:[3,7,11],col_3:[3,7],col_list:[3,7],col_spac:2,collaps:6,colnam:[3,5,7],color:12,colspaceargtyp:2,column:[2,3,6,7,8,13],column_direction_dict:[3,5,7],column_nam:[3,5,7,12],column_typ:2,combin:[3,4,7],combinaton:6,comment:9,commit:[9,10],common:[2,3,7,11],commun:9,complaint:9,complet:[3,5,7,8],complex:[3,7],complic:[3,7],composit:13,comput:[3,7],concaten:6,condit:[4,13],confidenti:9,confirm:[3,7],conform:10,consid:[3,7,9],consist:11,constitut:[3,7],construct:[9,12],contact:9,contain:[0,3,7,12],contribut:9,contributor:9,convers:11,convert:[1,2,3,4,7],convert_dtyp:[3,4,6,7],copi:[3,7,10,11,13],core:2,correct:[3,7,9],correspond:[3,4,7],corrspond:[3,7],could:9,count:[3,5,7,13],coven:9,creat:[0,2,3,6,7,9,10],credit:10,criteria:[3,7],critic:9,cross:[3,7],cross_join:[3,5,7],crosstab:6,css:2,cumcount:8,cume_dist:4,cumsum:[3,7],cumsum_df:[3,7],current:10,d:[3,7],dai:12,data:[2,3,5,7,11,13],data_for_plot:12,datadram:13,datafram:[2,3,6,7,8,11,12,13],dataframeformatt:2,dataframerender:2,dataram:11,dataset:12,dattachidambara:12,decim:2,decreas:[3,5,7],deem:9,defin:[3,7,9],delay_typ:12,demean_:[3,7],dens:4,dense_rank:[3,4,7],dep_delai:12,depart:12,depend:[3,7],derogatori:9,desc:[3,7,12],descd:[3,7],descend:[3,7],dest:[6,12],detail:[9,10],determin:[3,7,9],determinist:[3,7],develop:10,df:[3,7,11],dict:[3,6,7],dictionari:[3,5,6,7],differ:[3,7,9,11],dim:[3,5,7],direct:[3,7],directli:13,disabl:9,displai:2,distanc:12,distinct:[3,4,5,7,11,13],dl:12,doc:10,docstr:10,document:[0,5,12],doe:[1,3,4,7,8],done:[1,3,6,7,10],down:[3,7],download:10,downup:[3,7],dplyr:11,dream:13,driven:10,drop:[3,6,7,11],drop_bi:[3,5,7],drop_na:[3,5,7],dtype:[2,3,4,7],duplic:1,e:[3,7,9,12],e_f_g:[3,7],each:[3,4,7,12],easier:10,ecosystem:11,edit:9,effect:[3,7],effici:8,either:[3,7],electron:9,element:[1,4],els:[3,4,7],empathi:9,empti:[3,7],enabl:8,encod:2,end:[3,7],engin:12,enhanc:10,enough:10,ensur:6,environ:9,equal:[3,7],equival:[3,7,11],escap:2,esoter:11,ethnic:9,ev:12,eval:[3,7],evalu:[4,11],even:10,event:9,everi:10,everyon:9,ewr:12,ex1:6,ex2:6,ex3:6,ex:[3,7],exactli:[3,7],exampl:[1,3,4,6,7,9,13],except:[3,7],exclus:[3,7],exisit:[3,7],exist:[3,6,7,13],exp1:[3,7],exp2:[3,7],expand:[3,5,7,8],expand_grid:[6,8],expect:[3,4,7,9],experi:9,explain:10,explicit:9,explod:[3,7],express:[3,4,7,9,11],extend:4,extens:[3,7],f:[3,7],face:9,fair:9,faith:9,fals:[1,2,3,4,5,6,7],fan:12,fast:8,feel:10,femal:13,few:[3,7],file:[2,11],fill:[3,5,7],fill_na:[3,5,7],fill_valu:6,filter:[3,4,5,7,8,11,12,13],find:4,first:[1,3,4,7,8],fix:[8,12],flight:6,flights_tidi:12,flipper_length_mm:[3,7],float64:[12,13],float_format:2,floatformattyp:2,floor:[3,7],flow:11,fmt:2,focus:9,follow:[9,13],form:8,format:[0,3,7,10],format_col:2,formatt:2,formatterstyp:2,foster:9,found:[3,7],four:[3,7],fraction:[3,7],frame:2,free:[9,10,11],frequent:11,from:[1,2,3,6,7,9,11,12,13],full_join:[3,5,7],func:[1,3,5,7,8,12],further:9,g:[3,7,12],gain:8,gap:4,gender:9,gender_:[3,7],gener:[0,2,3,7],gentoo:13,geom_point:12,geom_smooth:12,get:13,get_strcol:2,ggplot:12,git:10,github:[8,10,11],given:[4,10],glimps:[3,7,8],good:9,gracefulli:9,grammar:[3,7,11,12,13],greatli:10,group:[3,7,8,11],group_modifi:[3,5,7],group_numb:[3,5,7],group_split:[3,5,7],groupbi:[3,6,7,11],ha:[3,4,7],handl:[3,7],harass:9,harm:9,have:[1,3,4,7,9,10,11],head:[3,5,6,7],header:2,hei:[3,7],held:[3,7],hello:[3,7],help:[3,4,6,7,10,12],here:10,hold:[3,7],home:12,homepag:9,horizont:8,hour:6,hourli:12,how:[3,7,10],html:[2,3,7],htmlformatt:2,i:2,id:[2,3,7],id_col:[3,5,7],ideal:2,ident:9,identifi:[3,7],if_els:4,ifels:[4,12],ignor:[3,7],illustr:[3,7,12],imageri:9,implement:[2,8],implicitli:[3,7],inappropri:9,incid:9,includ:[2,3,5,7,9,10,12],inclus:[3,7,9],incompat:[3,7],ind:[3,7],indent:2,index:[2,3,4,6,7,11,13],index_nam:2,indic:[3,4,7],individu:9,inf:4,infer:1,inform:9,inherit:2,init:[3,7,8],inner:[3,7],inner_join:[3,5,7,12],input:[1,3,4,6,7,8],insid:[3,7],inspir:[11,12,13],instal:[3,7,8,10],instanc:9,insult:9,int64:[4,12,13],integ:[3,7],intend:[2,3,7],intent:12,interest:9,interfac:11,intern:2,intersect:[3,5,7],invert:[3,7],investig:9,io:2,ipython:[2,3,7],is_numeric_dtyp:[3,7],is_pandas_udf:[3,5,7],is_simpl:[6,13],is_tupl:[3,7],island:[3,7,12,13],isna:[4,12],issu:[9,10],its:[1,9,10],itself:[1,3,7],jfk:12,join:[3,7],jupyt:2,justifi:2,keep:[3,5,7,10],keep_al:[3,5,7],kei:[3,6,7],kept:[3,7],kwarg:[3,5,7],lambda:[3,6,7,11,12],languag:9,larger:[3,7],largest:4,last:[3,4,5,7],latter:[3,7],layer:12,lead:[3,7],leadership:9,leap:[3,7],left:[1,3,4,7],left_join:[3,5,7],leftmost:[3,7],leftov:[3,7],length:[1,3,4,7],letter:12,level:9,lga:12,lib:12,librari:11,like:[2,3,7,13],limit:11,link:2,list:[1,2,3,4,6,7],list_of_seri:4,list_of_tupl:4,littl:10,lm:12,load_penguin:[3,6,7,13],loc:[3,7,11],local:10,locat:12,logic:[2,3,7],look:10,m:6,mai:9,mail:9,mainli:[3,7],maintain:[3,7,9],make:[8,9,10,13],male:13,mani:[3,7,13],manipul:[3,7,11,12,13],markup:2,mask:[3,5,7,8],master:11,match:[3,4,7],max:4,max_col:2,max_row:2,maximum:[3,4,7],mean:[3,7,11,12],mean_:12,mean_arr_delai:12,mean_dep_delai:12,meaning:[3,7],meddl:[3,7],media:9,median:[3,7],meet:10,melt:[3,7],member:9,met:4,meteorolog:12,method:[2,3,7,8,11,12,13],might:[3,6,7,10],min:[3,4,7],min_rank:[4,13],min_row:2,minim:11,minimum:4,minor:8,minut:12,misc:[3,7],miss:[3,4,7,12],mister:[3,7],mix:[3,7],mm:[3,7],mode:[3,7],modif:[3,7],modifi:[3,7,13],month:[6,12],more:[3,7,8,11,13],moreov:[3,7],mostli:[3,7,11],move:[3,7],mq:12,mssing:[3,7],multi:[11,12],multiindex:6,multipl:[2,3,4,7],mutat:[3,5,7,8,11,12,13],n10156:12,n102uw:12,n103u:12,n104uw:12,n10575:12,n105uw:12,n107u:12,n108uw:12,n109uw:12,n110uw:12,n:[3,5,6,7,13],n_carrier:12,n_dest:12,n_distinct:[4,12],na:[3,4,6,7],na_posit:[3,4,5,7],na_rep:2,na_rm:4,name:[3,5,6,7,10,12,13],names_from:[3,5,7],names_prefix:[3,5,7,8],names_to:[3,5,7,12],nan:[2,12,13],narrow:10,nation:9,ncol:[3,5,7],ndframe:2,neg:[3,7],neighbor:[3,7],nest:[3,5,7],nest_bi:[3,5,7],nest_column_nam:[3,5,7],nested_pdf:[3,7],never:10,next:[3,7],non:[3,4,7,11],none:[2,3,4,5,7],note:[1,3,4,6,7,10],notebook:[2,3,7],notic:[3,7],now:8,np:[3,4,7,12],nrow:[3,5,7],nth:1,nullabl:1,number:[3,4,7,8,12],numer:[3,7],numpi:[3,7],nyc:12,nycflights13:[6,12],o:[3,7],obj:5,object:[1,2,3,4,6,7,12,13],oblig:9,observ:[3,7],obtain:[3,7,13],occur:1,offens:9,offer:11,offici:[9,10],offlin:[9,11],often:11,old:[3,7],old_new_dict:[3,5,7],on_i:[3,5,7],on_x:[3,5,7],one:[3,4,6,7,13],onli:[2,3,7,8,13],onlin:9,oo:12,opeat:[3,7],open:[2,9,10,11],oper:[3,7,10,11,13],option:[2,3,7,8],order:[3,4,7,13],order_bi:[3,5,7],order_by_column:[3,5,7],orient:9,origin:[3,6,7],os:2,other:[2,3,7,9,12],otherwis:[3,7,9],out:12,outer:[3,7],outer_join:[3,5,7],output:[2,3,7,13],outsid:[3,7],over:[3,4,7,11,13],packag:[7,11,12],page:[0,11],pair:[3,7],palmerpenguin:[3,6,7,13],panda:[1,2,3,4,6,7,8,11,12],pandas_obj:5,paramet:[1,2,3,4,6,7],parsabl:[3,7],part:10,partial:[3,7],particip:9,particular:[3,7],pass:[3,7,8,10],patch:8,path:2,pathlik:2,pd:[2,3,4,6,7,8,12,13],pdf:[1,3,6,7],pen_nested_by_speci:[3,7],penguin:[3,6,7,13],penguins_tidi:[3,7,13],penguins_tidy_s1:[3,7],penguins_tidy_s2:[3,7],per:[3,7,13],percent:4,percent_rank:4,percentag:4,perman:9,permiss:9,permut:4,person:9,philosophi:11,physic:9,pick:[3,7],piec:[3,7],pip:[11,13],pipe:[3,6,7,11],pipe_te:[3,7],pivot:[3,7],pivot_long:[3,5,7,12],pivot_t:6,pivot_wid:[3,5,7,8],place:[3,7,13],plane_year:12,planes_tidi:12,planes_year_fram:12,pleas:[3,7,10],plotnin:12,plotninewarn:12,poetri:10,polici:9,polit:9,posit:[3,4,7,9],possibl:[3,7,10],post:[9,10],postit:4,pr:11,precomput:[3,7],predic:[3,5,7,8],prefer:11,prefix:[3,5,7,12],prepend:13,present:[3,7],preserv:[3,4,7],preserve_row_ord:[3,5,7],print:[3,4,6,7,8,12,13],privat:9,process:[2,6],produc:2,product:[3,7],profession:9,progress:6,project:[9,10],prop:[3,5,7],properti:[3,5,7],proport:[3,7],propos:10,provid:[3,7,8,11,13],pseudorandom:[3,7],publish:9,puerto:12,pull:[3,7],put:[3,7],py3:12,py:[2,12],pypi:11,pypoetri:12,python3:12,python:[1,10,11,12],quantil:[3,7],queri:[3,5,7],race:9,random:[3,7],random_st:[3,5,7],rang:[3,7],rangeindex:[3,6,7,13],rank:[3,4,7],rbind:[3,5,7],re:[3,7,10],readi:10,rearrang:[3,7],reason:[6,9],refer:[3,7],regard:9,regardless:9,regex:[3,7],reject:9,rel:[3,7],releas:[8,10,11],reli:11,religion:9,reloc:[3,5,7],rememb:[10,11],remov:[2,3,7,9,12],renam:[3,5,6,7,8,12],rename_axi:11,render:2,render_link:2,repeat:4,repercuss:9,replac:[3,4,5,7],replace_na:[3,5,7],repo:11,report:9,repr:8,repres:9,represent:[3,7,9],reproduc:[3,7,10],requir:10,rescal:4,reset:11,reset_index:[6,11],respect:[3,7,9],respond:9,respons:2,rest:[3,7],result:[1,2,3,4,6,7,13],retain:[3,7],return_self:[3,7],review:9,rico:12,right:[3,7,8,9],right_join:[3,5,7],round:[3,5,7],rounding_typ:[3,5,7],row:[2,3,6,7,8,12,13],row_numb:[3,4,5,7],row_order_column_nam:[3,5,7],rowid:[3,7],rowid_temp:[3,5,7],rowid_to_column:[3,7],rowwis:[3,7],s:[3,6,7,9,10,13],said:[3,7,13],same:[1,3,4,7],sampl:[3,5,7],scalar:[3,4,7],scope:10,seat:12,second:[3,4,7],see:[3,5,7,8,11],seed:[3,7],select:[3,5,7,11,12,13],self:[2,3,5,7],semi_join:[3,5,7],sep:[3,5,6,7],separ:[3,5,6,7,9],separate_row:[3,5,7],seper:[3,7],sequenc:2,ser2:4,ser:4,seri:[1,3,4,6,7,11],series_util:[0,3,12,13],set:[2,3,4,7,8,9,10,11],setdiff:[3,5,7],setitem:13,setup:10,sex:[3,7,13],sexual:9,shape:[3,5,7],share:2,should:[2,3,4,7,10,13],show:[3,7,8,9],show_dimens:2,side:[3,7],similar:[3,7,10],simpl:[3,6,7,11,13],simpli:[3,7],simplifi:[6,11,13],simplii:6,singl:[3,7],site:12,size:[3,7,9],skim:[3,7,8],skimpi:[3,7,8],slice:[3,5,7,13],slice_head:[3,5,7],slice_max:[3,5,7],slice_min:[3,5,7],slice_sampl:[3,5,7],slice_tail:[3,5,7],slit:[3,7],smaller:[3,7],smallest:4,so:[3,4,7],social:9,some:[3,7,12,13],some_kwarg:[3,7],someth:[3,7],sort:[3,5,7],sourc:[1,2,3,4,5,6,7],space:9,sparsifi:2,spe:[3,7],spec:[3,5,7],spec_list:[3,7],speci:[3,6,7,13],species_2:[3,7],specif:[2,3,7,9],specifi:[2,3,7,8],specifii:[3,7],speed:12,sphinx:0,split:[3,5,7],stai:[3,7,11],standard:[11,12],start:[1,3,6,7,13],state:[3,7,12],statement:4,step:[3,7,10,13],still:[3,7],str:[2,3,4,6,7],strict:[3,5,7],string:[1,2,3,6,7,13],structur:[6,11],style:[3,7,11],submit:11,subset:[3,7,13],suffici:[3,7],suffix:[3,7],suffix_i:[3,5,7],suggest:11,sum:[3,7],summar:[3,5,7,11],summari:[3,7],summaris:[3,5,7,12,13],support:[3,7,10],suppos:[3,7],surpris:11,swor:[3,7],swr:[3,7],system:10,sytl:[3,7],t:[3,7],tabl:2,table_id:2,tag:[2,10],tail:[3,5,7],tailnum:12,take:9,tar:11,task:11,team:9,temp:[3,7],temporari:[3,7,9],temporarili:9,term:10,test:10,than:[3,7],thei:[3,7,9,10],them:[3,4,7,8],thi:[0,1,2,3,6,7,9,10,12],thin:4,threaten:9,three:[3,7],through:[3,7,10],ti:[3,4,7],tidi:[3,6,7,12,13],tidy_accessor:[0,3,13],tidy_penguin:[3,7],tidy_util:[0,3,13],tidydatafram:[3,7],tidydataframeformatt:2,tidydataframerender:2,tidyfram:[3,5,6,7,8,11,12],tidyframe_class:[0,3],tidyhtmlformatt:2,tidynotebookformatt:2,tidypanda:[0,8,10],tidyvers:[3,7,11,12,13],time:1,time_hour:12,to_csv:2,to_html:2,to_latex:2,to_panda:[3,7,12,13],to_seri:[3,7],to_str:2,togeth:[3,7],top:[3,7],torgersen:13,total:12,toward:9,tp:[5,13],tr_col_num:2,tr_frame:2,tr_row_num:2,translat:12,treat:4,troll:9,troubleshoot:10,tupl:[2,3,4,7],turbo:12,two:[3,7],type:[1,3,4,6,7,12],typic:13,ua:12,udf:[3,7],unaccept:9,underli:[3,7],understand:12,unifi:11,union:[3,5,7],uniqu:[1,3,6,7,13],unit:[3,5,7,12],unknown:[3,7],unless:[1,3,7],unnam:[3,6,7,13],unnest:[3,5,7],unwelcom:9,up:[3,7,10],updat:10,updown:[3,7],url:2,us:[3,4,6,7,8,9,10],user:[3,7],utf:2,util:[8,13],utilit:11,valid:[3,7],valu:[3,4,5,6,7,12,13],value_count:[3,6,7],value_from:[3,7],values_drop_na:[3,5,7],values_fil:[3,5,7],values_fn:[3,5,7],values_from:[3,5,7],values_to:[3,5,7],variabl:[3,7],variou:[3,7],vector:4,verb:[11,13],verbos:6,version:[4,8,9,10,11],via:[3,7,9],view:[3,7],viewpoint:9,virgin:12,virtualenv:12,volunt:10,wai:9,want:[4,10,11],warn:8,we:[9,12],weather:12,web:10,weight:[3,5,7],welcom:[9,10],what:[9,12],when:[3,4,6,7,8,9,10],where:[3,4,7,8],whether:[1,2,3,6,7],which:[2,3,7,9,11],whl:11,who:9,whoever:10,whose:[3,7],why:6,wide:[3,7],widen:[3,7],wiki:9,wing:12,wise:[3,7],witbh:4,with_ti:[3,5,7],within:[3,7,9],without:[3,6,7,9],wn:12,work:[3,7,10],world:[3,7],would:10,wrapper:[3,4,7,11,13],write:[2,11],write_styl:2,wt:[3,5,7],x2:[3,7],x:[1,3,4,6,7,11,12,13],x_plus_i:[3,7],x_plus_y_mean:[3,7],xlim:12,y2:[3,7],y:[3,4,5,7,12],ye:4,year:[3,7,12,13],year_cumsum:[3,7],ylim:12,you:[3,4,7,10,11],your:[10,11],yp1:[3,7],yp1_abstract:[3,7],yp1_string:[3,7],yp1m1:[3,7],yp2_abstract:[3,7],z:4},titles:["API Reference","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tidypandas._unexported_utils</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tidypandas.format</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tidypandas</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tidypandas.series_utils</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tidypandas.tidy_accessor</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tidypandas.tidy_utils</span></code>","<code class=\"xref py py-mod docutils literal notranslate\"><span class=\"pre\">tidypandas.tidyframe_class</span></code>","Changelog","Code of Conduct","Contributing","<code class=\"docutils literal notranslate\"><span class=\"pre\">tidypandas</span></code>","A tour of <code class=\"docutils literal notranslate\"><span class=\"pre\">tidypandas</span></code>","Using <code class=\"docutils literal notranslate\"><span class=\"pre\">tidypandas</span></code>"],titleterms:{"0":8,"04":8,"05":8,"1":8,"12th":8,"14":8,"14th":8,"2":8,"2022":8,"22":8,"24":8,"27":8,"28th":8,"3":8,"4":8,"5":8,"7th":8,"class":[2,3,5,7],"export":13,"function":[1,4,6],"import":[12,13],A:12,Is:12,_unexported_util:1,accessor:13,ag:12,all:12,api:0,ar:12,arriv:12,attribut:[4,9],averag:12,between:12,bug:[10,11],cancel:12,carrier:12,changelog:8,code:[9,10],conduct:[9,10],content:[1,2,3,4,5,6,7],contribut:[10,11],creat:13,data:12,delai:12,destin:12,didn:12,displai:12,document:10,enforc:9,exampl:11,exercis:12,fastest:12,featur:10,feedback:10,find:12,fix:[10,11],flight:12,flown:12,format:2,get:10,guidelin:10,hour:12,implement:10,inform:12,instal:[11,13],issu:11,its:12,june:8,late:12,least:12,leav:12,load:12,modul:[1,2,4,5,6,7],more:12,our:9,overview:13,packag:3,panda:13,plane:12,pledg:9,proport:12,pull:10,rank:12,refer:0,relat:12,relationship:12,report:10,request:10,respons:9,scope:9,series_util:4,sort:12,standard:9,start:10,submit:10,submodul:3,t:12,than:12,tidy_accessor:5,tidy_util:6,tidyfram:13,tidyframe_class:7,tidypanda:[1,2,3,4,5,6,7,11,12,13],tour:12,two:12,type:10,us:[11,12,13],v0:8,why:11,work:13,write:10}})
\ No newline at end of file