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run cc export work
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test update push for dashboard
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@sean-connelly-cmap
sean-connelly-cmap committed Aug 16, 2024
1 parent cbe1d88 commit 4f9ccd2
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Showing 13 changed files with 119 additions and 102 deletions.
22 changes: 12 additions & 10 deletions 01_scripts/append_non_tidycensus_acs.R
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Expand Up @@ -98,13 +98,15 @@ gini_appended <- append_non_tidycensus(gini, gini_tc)
commute_time_re_appended <- append_non_tidycensus(commute_time_re, commute_time_re_tc)

# 4. Export data ----------------------------------------------------------
# write_csv(med_hh_inc_re_appended, here("household-income-race-ethnicity", "household-income-race-ethnicity.csv"))
# write_csv(hh_inc_quintiles_appended, here("mean-household-income", "mean-household-income.csv"))
# write_csv(nonsov_travel_appended, here("non-single-occupancy-modes", "non-single-occupancy-modes.csv"))
# write_csv(workforce_participation_appended, here("workforce-participation", "workforce-participation.csv"))
# write_csv(workforce_participation_re_appended, here("workforce-participation", "workforce-participation-race-ethnicity.csv"))
# write_csv(unemployment_re_appended, here("unemployment-race-ethnicity", "unemployment-race-ethnicity.csv"))
# write_csv(educational_attainment_appended, here("educational-attainment", "educational-attainment.csv"))
# write_csv(educational_attainment_re_appended, here("educational-attainment", "educational-attainment-race-ethnicity.csv"))
# write_csv(gini_appended, here("income-inequality", "income-inequality.csv"))
# write_csv(commute_time_re_appended, here("commute-time-race-ethnicity", "commute-time-race-ethnicity.csv"))

# Overwrite subfolder dashboard data with appended, final dfs
write_csv(med_hh_inc_re_appended, here("household-income-race-ethnicity", "household-income-race-ethnicity.csv"))
write_csv(hh_inc_quintiles_appended, here("mean-household-income", "mean-household-income.csv"))
write_csv(nonsov_travel_appended, here("non-single-occupancy-modes", "non-single-occupancy-modes.csv"))
write_csv(workforce_participation_appended, here("workforce-participation", "workforce-participation.csv"))
write_csv(workforce_participation_re_appended, here("workforce-participation", "workforce-participation-race-ethnicity.csv"))
write_csv(unemployment_re_appended, here("unemployment-race-ethnicity", "unemployment-race-ethnicity.csv"))
write_csv(educational_attainment_appended, here("educational-attainment", "educational-attainment.csv"))
write_csv(educational_attainment_re_appended, here("educational-attainment", "educational-attainment-race-ethnicity.csv"))
write_csv(gini_appended, here("income-inequality", "income-inequality.csv"))
write_csv(commute_time_re_appended, here("commute-time-race-ethnicity", "commute-time-race-ethnicity.csv"))
22 changes: 12 additions & 10 deletions commute-time-race-ethnicity/commute-time-race-ethnicity.csv
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@@ -1,17 +1,19 @@
YEAR,COMMUTE_MINS_ASIAN,COMMUTE_MINS_BLACK,COMMUTE_MINS_HISPANIC,COMMUTE_MINS_WHITE,ACTUAL_OR_TARGET
2005,30.3,36.7,28.4,29.1,Actual
2006,30.9,34.6,29.5,28.4,Actual
2007,30.7,35.0,29.1,28.8,Actual
2008,31.4,35.0,29.2,29.2,Actual
2007,30.7,35,29.1,28.8,Actual
2008,31.4,35,29.2,29.2,Actual
2009,30.5,34.6,28.6,28.7,Actual
2010,30.3,33.1,28.8,28.6,Actual
2011,30.5,33.7,28.6,28.8,Actual
2012,30.7,33.2,29.2,28.3,Actual
2013,30.8,34.0,29.1,29.1,Actual
2014,30.6,33.8,29.6,29.5,Actual
2015,31.6,34.5,29.3,29.4,Actual
2016,30.5,34.3,30.2,29.4,Actual
2017,31.8,34.2,29.6,29.5,Actual
2018,30.5,35.7,29.6,29.8,Actual
2019,32.0,34.7,30.4,29.5,Actual
2012,30.69211992899133,33.18925080393832,29.218311819555627,28.333488936006823,Actual
2013,30.839024866871856,33.98096180190956,29.067552288140423,29.1245950243868,Actual
2014,30.649282751469062,33.76908087811689,29.644921505600355,29.48494741632785,Actual
2015,31.589795579083937,34.50554571659095,29.286208791441943,29.443586007212033,Actual
2016,30.506005597450052,34.28675988621592,30.17824423985421,29.423703955185875,Actual
2017,31.844619066394035,34.23883634195578,29.61261904737748,29.47066814677073,Actual
2018,30.497263521423555,35.74146919841721,29.640588941245092,29.82374713871538,Actual
2019,32.00787997829814,34.71296757952178,30.359622019621828,29.51398952183527,Actual
2020,23.4,28.7,26.1,22.6,Actual
2021,21.12191484881786,27.43069907564494,25.47451433249039,20.87499898303706,Actual
2022,27.06728732133799,24.135610093927195,23.838443592734546,23.38550725897781,Actual
20 changes: 10 additions & 10 deletions educational-attainment/educational-attainment-race-ethnicity.csv
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Expand Up @@ -6,14 +6,14 @@ YEAR,PCT_ASSOC_DEG_PLUS_ALL,PCT_ASSOC_DEG_PLUS_ASIAN,PCT_ASSOC_DEG_PLUS_BLACK,PC
2009,40.1,67.1,26,16.6,47.7,Actual
2010,40.5,68.4,26.6,17,47.8,Actual
2011,40.9,65.7,27.6,16.9,48.7,Actual
2012,41.7,68.3,27.7,17.9,49.3,Actual
2013,42.1,69.2,29,17.5,49.9,Actual
2014,43.2,68.8,30,18.4,51.2,Actual
2015,43.3,68.9,29.5,19,51.5,Actual
2016,44.3,70.4,30.4,20.3,52.4,Actual
2017,44.8,70.1,30.6,20.1,53.4,Actual
2018,45.7,71.3,30.8,20.6,54.7,Actual
2019,46.6,70.4,32.2,23.3,55,Actual
2012,41.674472567573,68.32268325746803,27.6859933345402,17.939299519285154,49.32022414209361,Actual
2013,42.121055886835265,69.15385015905446,28.97122613081266,17.464249928395954,49.86660472807395,Actual
2014,43.15534511890612,68.79265499254494,30.00453744467545,18.3938427297747,51.154836529598334,Actual
2015,43.27265395148438,68.92136667548937,29.474533250716775,18.999060041061817,51.466896363468315,Actual
2016,44.34749229948226,70.38662658659783,30.355049003521593,20.258192821544103,52.438750390088394,Actual
2017,44.786908515838704,70.13317843515892,30.573581167594416,20.121172671056257,53.36792741167806,Actual
2018,45.74000423519272,71.27157310907802,30.77610667206752,20.573470998202932,54.66985256119269,Actual
2019,46.55747293357603,70.40990902835209,32.20793435236956,23.278243121780477,55.03432883832148,Actual
2020,49.2,73,34.9,25.8,57.6,Actual
2021,48,71.4,34.7,24.6,56.6,Actual
2022,48.6,73.5,34.2,26.5,56.8,Actual
2021,47.97182522226683,71.40822334061343,34.68835997669096,24.639928314066957,56.56238581183876,Actual
2022,48.56103263952444,73.45712550736681,34.1929508985022,26.45594869403849,56.77266277223597,Actual
19 changes: 10 additions & 9 deletions educational-attainment/educational-attainment.csv
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@@ -1,15 +1,16 @@
YEAR,PCT_ASSOC_DEG_PLUS,ACTUAL_OR_TARGET
2010,41.7,Actual
2011,42.19,Actual
2012,43.02,Actual
2013,43.43,Actual
2014,44.39,Actual
2015,44.52,Actual
2016,45.68,Actual
2017,46.11,Actual
2018,47.04,Actual
2019,48.01,Actual
2012,43.0216036009905,Actual
2013,43.43303457106274,Actual
2014,44.38721661892784,Actual
2015,44.51898942823025,Actual
2016,45.67668050939664,Actual
2017,46.11070340356564,Actual
2018,47.04096102643227,Actual
2019,48.0139938815617,Actual
2020,50.76,Actual
2021,48.44,Actual
2021,49.52815385138799,Actual
2022,49.930368049687054,Actual
2025,50.2,Target
2050,64.9,Target
16 changes: 9 additions & 7 deletions household-income-race-ethnicity/household-income-race-ethnicity.csv
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Expand Up @@ -6,12 +6,14 @@ YEAR,MED_HH_INC_ALL,MED_HH_INC_ASIAN,MED_HH_INC_BLACK,MED_HH_INC_HISPANIC,MED_HH
2009,65697,83343,38763,51854,76928,Actual
2010,62863,75925,38050,49860,75047,Actual
2011,61096,77031,37381,45704,73177,Actual
2012,61949,78844,35172,47965,74106,Actual
2013,62405,79496,35329,46727,74095,Actual
2014,62448,82083,35783,48843,75791,Actual
2015,63951,82360,35599,50323,77840,Actual
2012,61949,78844,35172,47965,74105,Actual
2013,62397,79486,35325,46721,74086,Actual
2014,62449,82085,35784,48844,75792,Actual
2015,63950,82358,35598,50322,77839,Actual
2016,66020,87469,37258,52730,79865,Actual
2017,66963,85390,38245,53270,80083,Actual
2018,67622,84090,39355,54191,81947,Actual
2019,70761,92353,39179,57004,84578,Actual
2017,66976,85407,38252,53281,80099,Actual
2018,67632,84102,39361,54199,81959,Actual
2019,70765,92358,39181,57007,84582,Actual
2020,71351,90823,42143,62899,83405,Actual
2021,69234,90321,39993,58681,82304,Actual
2022,67998,88255,39091,59964,79679,Actual
4 changes: 2 additions & 2 deletions ...ng-transportation-percent-income/housing-transportation-percent-income-race-ethnicity.csv
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Expand Up @@ -13,5 +13,5 @@ YEAR,PCT_INCOME_HT_ALL,PCT_INCOME_HT_HISPANIC,PCT_INCOME_HT_WHITE,PCT_INCOME_HT_
2020,60,45,64,63,Actual
,,,,,
,,,,,
,All Low- Mod-Income,Hispanic,Non-Hispanic (white),Non-Hispanic (black),
,60%,45%,64%,63%,
,,,,,
,,,,,
6 changes: 3 additions & 3 deletions housing-transportation-percent-income/housing-transportation-percent-income.csv
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Expand Up @@ -16,6 +16,6 @@ YEAR,PCT_INCOME_H,PCT_INCOME_T,PCT_INCOME_HT,ACTUAL_OR_TARGET
,,,,
,,,,
,,,,
% of Income spent on Housing,48%,,,
% of Income spent on Transportation,12%,,,
% of Income spent on Housing + Transportation,60%,,,
,,,,
,,,,
,,,,
14 changes: 8 additions & 6 deletions income-inequality/income-inequality.csv
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Expand Up @@ -2,14 +2,16 @@ YEAR,GINI_COEFF_CHI,GINI_COEFF_BOS,GINI_COEFF_LA,GINI_COEFF_NY,GINI_COEFF_WAS,AC
2006,0.463,0.461,0.481,0.499,0.434,Actual
2007,0.466,0.468,0.487,0.504,0.436,Actual
2008,0.467,0.474,0.491,0.506,0.435,Actual
2009,0.469,0.470,0.479,0.504,0.435,Actual
2009,0.469,0.47,0.479,0.504,0.435,Actual
2010,0.467,0.473,0.483,0.501,0.434,Actual
2011,0.4754,0.4767,0.4940,0.5072,0.4381,Actual
2012,0.4761,0.4809,0.4911,0.5049,0.4390,Actual
2013,0.4860,0.4839,0.4989,0.5120,0.4420,Actual
2011,0.4754,0.4767,0.494,0.5072,0.4381,Actual
2012,0.4761,0.4809,0.4911,0.5049,0.439,Actual
2013,0.486,0.4839,0.4989,0.512,0.442,Actual
2014,0.4787,0.4859,0.4981,0.5112,0.4411,Actual
2015,0.4851,0.4813,0.4943,0.5163,0.4450,Actual
2016,0.4832,0.4753,0.4971,0.5130,0.4442,Actual
2015,0.4851,0.4813,0.4943,0.5163,0.445,Actual
2016,0.4832,0.4753,0.4971,0.513,0.4442,Actual
2017,0.4819,0.4812,0.4927,0.5136,0.4429,Actual
2018,0.4853,0.4856,0.4967,0.5124,0.4457,Actual
2019,0.4808,0.4781,0.4875,0.5118,0.4442,Actual
2021,0.4842,0.4846,0.494,0.5154,0.4533,Actual
2022,0.4831,0.4943,0.5,0.5184,0.4476,Actual
22 changes: 12 additions & 10 deletions mean-household-income/mean-household-income.csv
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@@ -1,16 +1,18 @@
YEAR,MEAN_INC_REL2006_QUINT1,MEAN_INC_REL2006_QUINT2,MEAN_INC_REL2006_QUINT3,MEAN_INC_REL2006_QUINT4,MEAN_INC_REL2006_QUINT5,ACTUAL_OR_TARGET
2006,1.0000,1.0000,1.0000,1.0000,1.0000,Actual
2006,1,1,1,1,1,Actual
2007,1.0462,1.0112,1.0068,1.0099,1.0271,Actual
2008,0.9969,0.9955,1.0053,1.0155,1.0204,Actual
2009,0.9688,0.9537,0.9669,0.9823,0.9902,Actual
2010,0.9378,0.9027,0.9251,0.9518,0.9423,Actual
2011,0.8710,0.8660,0.9004,0.9311,0.9426,Actual
2012,0.8572,0.8736,0.9078,0.9404,0.9488,Actual
2013,0.8413,0.8732,0.9116,0.9460,0.9880,Actual
2014,0.8790,0.8942,0.9208,0.9588,0.9784,Actual
2015,0.9010,0.9041,0.9447,0.9899,1.0279,Actual
2016,0.8917,0.9263,0.9709,1.0099,1.0397,Actual
2017,0.9281,0.9525,0.9823,1.0179,1.0539,Actual
2018,0.9535,0.9579,0.9938,1.0365,1.0866,Actual
2019,0.9946,1.0045,1.0401,1.0744,1.1105,Actual
2011,0.871,0.866,0.9004,0.9311,0.9426,Actual
2012,0.8571552967270937,0.8734775489372549,0.9077615689987184,0.9403104884469596,0.9486610821230272,Actual
2013,0.8410706764431944,0.8730255714547008,0.911386329279296,0.9458152492452844,0.9877901768555984,Actual
2014,0.8789668119102017,0.894118735974777,0.9207439050916598,0.9586832723535,0.9782930028057576,Actual
2015,0.900887610992932,0.9039754429074646,0.9446280919221692,0.9897663578312804,1.0278221003181398,Actual
2016,0.8916652746588046,0.926221467602986,0.970802168571337,1.0098534078850587,1.039622107732707,Actual
2017,0.930338579729002,0.954783055242378,0.9846463843796118,1.0203218278697208,1.05645060505966,Actual
2018,0.9557769668039506,0.9600999521991972,0.99613235991129,1.038924260775995,1.089115071511946,Actual
2019,0.9947433533089012,1.0047177755159726,1.0402601147869868,1.0745768326894702,1.110677659557241,Actual
2020,1.1148,1.1524,1.1602,1.1866,1.1909,Actual
2021,0.9050920287908192,0.9883499761569744,1.0208561728847667,1.053941278141448,1.0954968249940225,Actual
2022,0.9020782600562448,0.9795736780962352,1.00310753535613,1.0283127869009443,1.075361723778714,Actual
23 changes: 12 additions & 11 deletions non-single-occupancy-modes/non-single-occupancy-modes.csv
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Expand Up @@ -2,15 +2,16 @@ YEAR,PCT_NONSOV_CARPOOL,PCT_NONSOV_TRANSIT,PCT_NONSOV_BIKE,PCT_NONSOV_WALK,PCT_N
2009,8.8,12.5,0.6,3.3,4.1,29.4,Actual
2010,8.7,12.3,0.7,3.2,4.7,29.5,Actual
2011,8.6,12.8,0.7,3.3,4.3,29.7,Actual
2012,8.8,12.1,0.7,3.4,4.5,29.5,Actual
2013,8.2,12.9,0.6,3.3,4.5,29.5,Actual
2014,7.8,13.1,0.7,3.3,4.7,29.6,Actual
2015,7.6,13.1,0.8,3.3,4.8,29.6,Actual
2016,7.6,13.1,0.8,3.2,5.3,29.9,Actual
2017,7.6,13.4,0.7,3.1,5.2,30.2,Actual
2018,8.2,13.3,0.7,2.9,5.6,30.8,Actual
2019,7.4,13.6,0.6,3.2,6,30.8,Actual
2012,8.754968865894996,12.124512197029755,0.7453109600426728,3.399620203785952,4.45273969526476,29.477151922018137,Actual
2013,8.168361675124057,12.865833130028676,0.6264607720028179,3.29889323353089,4.542120945629565,29.501669756316005,Actual
2014,7.794731469870454,13.0622057620727,0.704317171573814,3.3130948139479552,4.706259912286927,29.58060912975185,Actual
2015,7.624106378524606,13.129452643125587,0.7549223015366493,3.296954136790339,4.837217831992007,29.64265329196919,Actual
2016,7.571036363745592,13.062712892819167,0.784418798848952,3.226346744204209,5.2866265762329006,29.93114137585082,Actual
2017,7.639341716197247,13.435178160747888,0.7446611511006243,3.089513455392611,5.247824139063947,30.156518622502315,Actual
2018,8.214494588732299,13.300546804910455,0.7268965934943654,2.9174284838229783,5.616579791120146,30.775946262080247,Actual
2019,7.448035004521771,13.5921492149097,0.6447208469566181,3.2127567004158615,5.950627211511592,30.84828897831554,Actual
2020,6.8,8.8,0.6,2.4,19.8,38.4,Actual
2021,7.59,11.01,0.65,2.93,11.49,33.68,Actual
2025,,,,,,32.4,Target
2050,,,,,,37.3,Target
2021,7.438558026382647,5.303996621975164,0.6248175054281844,2.7876998719580275,22.792227322922635,38.94729934866666,Actual
2022,7.954511276782123,7.744728165450451,0.6470897292745189,2.7491738380158575,18.314032723157723,37.40953573268067,Actual
2025,NA,NA,NA,NA,NA,32.4,Target
2050,NA,NA,NA,NA,NA,37.3,Target
18 changes: 10 additions & 8 deletions unemployment-race-ethnicity/unemployment-race-ethnicity.csv
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@@ -1,17 +1,19 @@
YEAR,PCT_UNEMPLOYED_ALL,PCT_UNEMPLOYED_BLACK,PCT_UNEMPLOYED_ASIAN,PCT_UNEMPLOYED_HISPANIC,PCT_UNEMPLOYED_WHITE,ACTUAL_OR_TARGET
2005,8.0,17.6,5.9,9.3,5.2,Actual
2006,7.5,16.5,5.8,8.0,5.2,Actual
2007,7.2,15.6,4.5,7.8,5.0,Actual
2005,8,17.6,5.9,9.3,5.2,Actual
2006,7.5,16.5,5.8,8,5.2,Actual
2007,7.2,15.6,4.5,7.8,5,Actual
2008,7.1,14.7,5.1,7.3,5.2,Actual
2009,11.3,20.4,8.1,12.5,8.8,Actual
2010,12.2,22.3,8.2,13.2,9.6,Actual
2011,11.7,21.9,7.6,13.2,9.0,Actual
2012,10.8,22.9,6.6,12.0,7.6,Actual
2011,11.7,21.9,7.6,13.2,9,Actual
2012,10.8,22.9,6.6,12,7.6,Actual
2013,9.8,21.4,6.5,10.6,6.8,Actual
2014,8.4,18.5,6.4,8.6,5.8,Actual
2015,7.1,16.1,5.7,7.6,4.7,Actual
2016,6.3,14.3,4.8,6.8,4.1,Actual
2017,6.2,15.1,3.8,6.0,4.1,Actual
2017,6.2,15.1,3.8,6,4.1,Actual
2018,5.7,12.9,3.6,6.3,3.6,Actual
2019,4.9,10.2,3.1,5.0,3.7,Actual
2020,7.9,15.6,6.4,7.7,6.0,Actual
2019,4.9,10.2,3.1,5,3.7,Actual
2020,7.9,15.6,6.4,7.7,6,Actual
2021,7.6,16.6,5.4,7.1,5.7,Actual
2022,4.9,10.8,3,5.4,3.3,Actual
16 changes: 9 additions & 7 deletions workforce-participation/workforce-participation-race-ethnicity.csv
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Original file line number Diff line number Diff line change
@@ -1,17 +1,19 @@
YEAR,WORKFORCE_PARTIC_RATE_ALL,WORKFORCE_PARTIC_RATE_BLACK,WORKFORCE_PARTIC_RATE_ASIAN,WORKFORCE_PARTIC_RATE_HISPANIC,WORKFORCE_PARTIC_RATE_WHITE,ACTUAL_OR_TARGET
2005,68.1,63.3,68.4,71.0,68.6,Actual
2006,67.6,61.0,68.7,71.1,68.5,Actual
2005,68.1,63.3,68.4,71,68.6,Actual
2006,67.6,61,68.7,71.1,68.5,Actual
2007,67.6,61.5,68.1,71.8,68.1,Actual
2008,69.0,62.9,70.8,73.2,69.5,Actual
2008,69,62.9,70.8,73.2,69.5,Actual
2009,68.5,61.5,70.2,72.4,69.2,Actual
2010,67.6,60.0,68.8,70.9,68.7,Actual
2010,67.6,60,68.8,70.9,68.7,Actual
2011,67.4,59.7,68.3,71.7,68.1,Actual
2012,67.6,61.5,66.8,71.2,68.3,Actual
2013,67.4,60.3,67.3,70.8,68.3,Actual
2014,66.9,60.5,67.4,70.0,67.7,Actual
2014,66.9,60.5,67.4,70,67.7,Actual
2015,66.6,59.9,66.7,70.6,67.3,Actual
2016,66.9,61.3,66.0,70.9,67.3,Actual
2017,66.6,61.6,67.0,70.7,66.4,Actual
2016,66.9,61.3,66,70.9,67.3,Actual
2017,66.6,61.6,67,70.7,66.4,Actual
2018,67.1,61.9,67.3,71.2,66.9,Actual
2019,66.8,61.3,67.1,71.2,66.7,Actual
2020,66.4,60.2,67.1,70.8,66.3,Actual
2021,66.3,60.4,67.5,70.3,66.1,Actual
2022,66.7,61.9,67.7,71.2,66,Actual
19 changes: 10 additions & 9 deletions workforce-participation/workforce-participation.csv
View file
Original file line number Diff line number Diff line change
Expand Up @@ -6,15 +6,16 @@ YEAR,WORKFORCE_PARTIC_RATE,ACTUAL_OR_TARGET
2009,80.68,Actual
2010,80.44,Actual
2011,80.09,Actual
2012,80.64,Actual
2013,80.3,Actual
2014,79.94,Actual
2015,79.85,Actual
2016,80.48,Actual
2017,80.46,Actual
2018,81.38,Actual
2019,81.13,Actual
2012,80.63218001121719,Actual
2013,80.2933830307105,Actual
2014,79.94830329280214,Actual
2015,79.83687702039866,Actual
2016,80.48121421734645,Actual
2017,80.46298593101079,Actual
2018,81.37554814366906,Actual
2019,81.13274970523648,Actual
2020,81.1,Actual
2021,81.19,Actual
2021,81.09326728662732,Actual
2022,82.1387113438611,Actual
2025,80.9,Target
2050,83.4,Target

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