Indicadores sintéticos multivariados
Librerias
Cálculo de indicador sintetico
Obtención de datos
# Indicador de Pobreza
D_Pobreza <- wb_data(indicator = c("SI.POV.UMIC",
"1.0.HCount.1.90usd",
"SI.POV.GINI",
"3.2.Gini",
"3.1.Gini",
"SI.POV.GAPS",
"1.1.HCount.Ofcl",
"1.2.HCount.Ofcl"),
country = c("SLV","CAN","USA","MEX","BLZ","GTM","HND","NIC","CRI",
"PAN","HTI","CUB","JAM","DOM","COL","VEN","PER","CHL","BOL",
"ARG","BRA"),
start_date = 2010,
end_date = 2023,
lang = "es")
# Indicador de población
D_Poblacion <- wb_data(indicator = c("SP.POP.TOTL",
"SP.ADO.TFRT",
"SP.DYN.CBRT.IN"),
country = c("SLV","CAN","USA","MEX","BLZ","GTM","HND","NIC","CRI",
"PAN","HTI","CUB","JAM","DOM","COL","VEN","PER","CHL","BOL",
"ARG","BRA"),
start_date = 2010,
end_date = 2023,
lang = "es")
# Indicador de desarrollo económico
D_DEcon<- wb_data(indicator = c("NY.GDP.PCAP.KD.ZG",
"SL.EMP.WORK.ZS",
"SH.XPD.GHED.PP.CD",
"SE.XPD.TOTL.GD.ZS", "NY.GNS.ICTR.ZS"),
country = c("SLV","CAN","USA","MEX","BLZ","GTM","HND","NIC","CRI",
"PAN","HTI","CUB","JAM","DOM","COL","VEN","PER","CHL","BOL",
"ARG","BRA"),
start_date = 2010,
end_date = 2023,
lang = "es")
# Batería del indicador sintetico
bateria_indicador_sintetico<- D_Pobreza %>%
merge(D_Poblacion, by = c("country","iso3c","iso2c","date"), all.x = T) %>% merge(D_DEcon, by = c("country","iso3c","iso2c","date"), all.x = T )
bateria_indicador_sintetico## country iso3c iso2c date 1.0.HCount.1.90usd 1.1.HCount.Ofcl
## 1 Argentina ARG AR 2010 2.0545557 NA
## 2 Argentina ARG AR 2011 1.5287020 NA
## 3 Argentina ARG AR 2012 1.6283300 NA
## 4 Argentina ARG AR 2013 1.7458285 NA
## 5 Argentina ARG AR 2014 1.7095109 NA
## 6 Argentina ARG AR 2015 NA NA
## 7 Argentina ARG AR 2016 NA NA
## 8 Argentina ARG AR 2017 NA NA
## 9 Argentina ARG AR 2018 NA NA
## 10 Argentina ARG AR 2019 NA NA
## 11 Argentina ARG AR 2020 NA NA
## 12 Argentina ARG AR 2021 NA NA
## 13 Argentina ARG AR 2022 NA NA
## 14 Argentina ARG AR 2023 NA NA
## 15 Belice BLZ BZ 2010 NA NA
## 16 Belice BLZ BZ 2011 NA NA
## 17 Belice BLZ BZ 2012 NA NA
## 18 Belice BLZ BZ 2013 NA NA
## 19 Belice BLZ BZ 2014 NA NA
## 20 Belice BLZ BZ 2015 NA NA
## 21 Belice BLZ BZ 2016 NA NA
## 22 Belice BLZ BZ 2017 NA NA
## 23 Belice BLZ BZ 2018 NA NA
## 24 Belice BLZ BZ 2019 NA NA
## 25 Belice BLZ BZ 2020 NA NA
## 26 Belice BLZ BZ 2021 NA NA
## 27 Belice BLZ BZ 2022 NA NA
## 28 Belice BLZ BZ 2023 NA NA
## 29 Bolivia BOL BO 2010 NA NA
## 30 Bolivia BOL BO 2011 7.9560242 61.34619
## 31 Bolivia BOL BO 2012 9.0697279 61.19200
## 32 Bolivia BOL BO 2013 7.7023044 59.94000
## 33 Bolivia BOL BO 2014 6.8066869 57.56000
## 34 Bolivia BOL BO 2015 NA NA
## 35 Bolivia BOL BO 2016 NA NA
## 36 Bolivia BOL BO 2017 NA NA
## 37 Bolivia BOL BO 2018 NA NA
## 38 Bolivia BOL BO 2019 NA NA
## 39 Bolivia BOL BO 2020 NA NA
## 40 Bolivia BOL BO 2021 NA NA
## 41 Bolivia BOL BO 2022 NA NA
## 42 Bolivia BOL BO 2023 NA NA
## 43 Brasil BRA BR 2010 NA NA
## 44 Brasil BRA BR 2011 NA NA
## 45 Brasil BRA BR 2012 NA NA
## 46 Brasil BRA BR 2013 NA NA
## 47 Brasil BRA BR 2014 NA NA
## 48 Brasil BRA BR 2015 NA NA
## 49 Brasil BRA BR 2016 NA NA
## 50 Brasil BRA BR 2017 NA NA
## 51 Brasil BRA BR 2018 NA NA
## 52 Brasil BRA BR 2019 NA NA
## 53 Brasil BRA BR 2020 NA NA
## 54 Brasil BRA BR 2021 NA NA
## 55 Brasil BRA BR 2022 NA NA
## 56 Brasil BRA BR 2023 NA NA
## 57 Brazil BRA BR 2010 NA NA
## 58 Brazil BRA BR 2011 5.5004783 NA
## 59 Brazil BRA BR 2012 4.5916710 NA
## 60 Brazil BRA BR 2013 NA NA
## 61 Brazil BRA BR 2014 3.6632564 NA
## 62 Canadá CAN CA 2010 NA NA
## 63 Canadá CAN CA 2011 NA NA
## 64 Canadá CAN CA 2012 NA NA
## 65 Canadá CAN CA 2013 NA NA
## 66 Canadá CAN CA 2014 NA NA
## 67 Canadá CAN CA 2015 NA NA
## 68 Canadá CAN CA 2016 NA NA
## 69 Canadá CAN CA 2017 NA NA
## 70 Canadá CAN CA 2018 NA NA
## 71 Canadá CAN CA 2019 NA NA
## 72 Canadá CAN CA 2020 NA NA
## 73 Canadá CAN CA 2021 NA NA
## 74 Canadá CAN CA 2022 NA NA
## 75 Canadá CAN CA 2023 NA NA
## 76 Chile CHL CL 2010 NA NA
## 77 Chile CHL CL 2011 1.2976487 37.70000
## 78 Chile CHL CL 2012 NA NA
## 79 Chile CHL CL 2013 0.9176793 27.90000
## 80 Chile CHL CL 2014 NA NA
## 81 Chile CHL CL 2015 NA NA
## 82 Chile CHL CL 2016 NA NA
## 83 Chile CHL CL 2017 NA NA
## 84 Chile CHL CL 2018 NA NA
## 85 Chile CHL CL 2019 NA NA
## 86 Chile CHL CL 2020 NA NA
## 87 Chile CHL CL 2021 NA NA
## 88 Chile CHL CL 2022 NA NA
## 89 Chile CHL CL 2023 NA NA
## 90 Colombia COL CO 2010 8.0648527 49.70000
## 91 Colombia COL CO 2011 6.5760489 46.10000
## 92 Colombia COL CO 2012 7.0934787 46.80000
## 93 Colombia COL CO 2013 6.1217303 42.80000
## 94 Colombia COL CO 2014 5.6781149 41.40000
## 95 Colombia COL CO 2015 NA NA
## 96 Colombia COL CO 2016 NA NA
## 97 Colombia COL CO 2017 NA NA
## 98 Colombia COL CO 2018 NA NA
## 99 Colombia COL CO 2019 NA NA
## 100 Colombia COL CO 2020 NA NA
## 101 Colombia COL CO 2021 NA NA
## 102 Colombia COL CO 2022 NA NA
## 103 Colombia COL CO 2023 NA NA
## 104 Costa Rica CRI CR 2010 1.6083159 27.40000
## 105 Costa Rica CRI CR 2011 1.7482502 27.10000
## 106 Costa Rica CRI CR 2012 1.7152346 27.10000
## 107 Costa Rica CRI CR 2013 1.6841879 27.80000
## 108 Costa Rica CRI CR 2014 1.6057900 30.30000
## 109 Costa Rica CRI CR 2015 NA NA
## 110 Costa Rica CRI CR 2016 NA NA
## 111 Costa Rica CRI CR 2017 NA NA
## 112 Costa Rica CRI CR 2018 NA NA
## 113 Costa Rica CRI CR 2019 NA NA
## 114 Costa Rica CRI CR 2020 NA NA
## 115 Costa Rica CRI CR 2021 NA NA
## 116 Costa Rica CRI CR 2022 NA NA
## 117 Costa Rica CRI CR 2023 NA NA
## 118 Cuba CUB CU 2010 NA NA
## 119 Cuba CUB CU 2011 NA NA
## 120 Cuba CUB CU 2012 NA NA
## 121 Cuba CUB CU 2013 NA NA
## 122 Cuba CUB CU 2014 NA NA
## 123 Cuba CUB CU 2015 NA NA
## 124 Cuba CUB CU 2016 NA NA
## 125 Cuba CUB CU 2017 NA NA
## 126 Cuba CUB CU 2018 NA NA
## 127 Cuba CUB CU 2019 NA NA
## 128 Cuba CUB CU 2020 NA NA
## 129 Cuba CUB CU 2021 NA NA
## 130 Cuba CUB CU 2022 NA NA
## 131 Cuba CUB CU 2023 NA NA
## 132 Dominican Republic DOM DO 2010 2.6139061 50.40000
## 133 Dominican Republic DOM DO 2011 2.9030495 48.40000
## 134 Dominican Republic DOM DO 2012 2.5881932 49.40000
## 135 Dominican Republic DOM DO 2013 2.3241887 51.20000
## 136 Dominican Republic DOM DO 2014 NA 44.20000
## 137 El Salvador SLV SV 2010 7.2373214 43.20000
## 138 El Salvador SLV SV 2011 4.5304470 50.20000
## 139 El Salvador SLV SV 2012 4.1614780 43.30000
## 140 El Salvador SLV SV 2013 3.2480152 36.00000
## 141 El Salvador SLV SV 2014 2.9712458 37.90000
## 142 El Salvador SLV SV 2015 NA NA
## 143 El Salvador SLV SV 2016 NA NA
## 144 El Salvador SLV SV 2017 NA NA
## 145 El Salvador SLV SV 2018 NA NA
## 146 El Salvador SLV SV 2019 NA NA
## 147 El Salvador SLV SV 2020 NA NA
## 148 El Salvador SLV SV 2021 NA NA
## 149 El Salvador SLV SV 2022 NA NA
## 150 El Salvador SLV SV 2023 NA NA
## 151 Estados Unidos USA US 2010 NA NA
## 152 Estados Unidos USA US 2011 NA NA
## 153 Estados Unidos USA US 2012 NA NA
## 154 Estados Unidos USA US 2013 NA NA
## 155 Estados Unidos USA US 2014 NA NA
## 156 Estados Unidos USA US 2015 NA NA
## 157 Estados Unidos USA US 2016 NA NA
## 158 Estados Unidos USA US 2017 NA NA
## 159 Estados Unidos USA US 2018 NA NA
## 160 Estados Unidos USA US 2019 NA NA
## 161 Estados Unidos USA US 2020 NA NA
## 162 Estados Unidos USA US 2021 NA NA
## 163 Estados Unidos USA US 2022 NA NA
## 164 Estados Unidos USA US 2023 NA NA
## 165 Guatemala GTM GT 2010 NA NA
## 166 Guatemala GTM GT 2011 NA NA
## 167 Guatemala GTM GT 2012 NA NA
## 168 Guatemala GTM GT 2013 NA NA
## 169 Guatemala GTM GT 2014 9.3197727 76.10000
## 170 Guatemala GTM GT 2015 NA NA
## 171 Guatemala GTM GT 2016 NA NA
## 172 Guatemala GTM GT 2017 NA NA
## 173 Guatemala GTM GT 2018 NA NA
## 174 Guatemala GTM GT 2019 NA NA
## 175 Guatemala GTM GT 2020 NA NA
## 176 Guatemala GTM GT 2021 NA NA
## 177 Guatemala GTM GT 2022 NA NA
## 178 Guatemala GTM GT 2023 NA NA
## 179 Haití HTI HT 2010 NA NA
## 180 Haití HTI HT 2011 NA NA
## 181 Haití HTI HT 2012 NA NA
## 182 Haití HTI HT 2013 NA NA
## 183 Haití HTI HT 2014 NA NA
## 184 Haití HTI HT 2015 NA NA
## 185 Haití HTI HT 2016 NA NA
## 186 Haití HTI HT 2017 NA NA
## 187 Haití HTI HT 2018 NA NA
## 188 Haití HTI HT 2019 NA NA
## 189 Haití HTI HT 2020 NA NA
## 190 Haití HTI HT 2021 NA NA
## 191 Haití HTI HT 2022 NA NA
## 192 Haití HTI HT 2023 NA NA
## 193 Honduras HND HN 2010 15.4749680 65.40000
## 194 Honduras HND HN 2011 18.7505512 65.20000
## 195 Honduras HND HN 2012 21.3565750 69.30000
## 196 Honduras HND HN 2013 18.9322262 68.50000
## 197 Honduras HND HN 2014 15.9611292 65.00000
## 198 Honduras HND HN 2015 NA NA
## 199 Honduras HND HN 2016 NA NA
## 200 Honduras HND HN 2017 NA NA
## 201 Honduras HND HN 2018 NA NA
## 202 Honduras HND HN 2019 NA NA
## 203 Honduras HND HN 2020 NA NA
## 204 Honduras HND HN 2021 NA NA
## 205 Honduras HND HN 2022 NA NA
## 206 Honduras HND HN 2023 NA NA
## 207 Jamaica JAM JM 2010 NA NA
## 208 Jamaica JAM JM 2011 NA NA
## 209 Jamaica JAM JM 2012 NA NA
## 210 Jamaica JAM JM 2013 NA NA
## 211 Jamaica JAM JM 2014 NA NA
## 212 Jamaica JAM JM 2015 NA NA
## 213 Jamaica JAM JM 2016 NA NA
## 214 Jamaica JAM JM 2017 NA NA
## 215 Jamaica JAM JM 2018 NA NA
## 216 Jamaica JAM JM 2019 NA NA
## 217 Jamaica JAM JM 2020 NA NA
## 218 Jamaica JAM JM 2021 NA NA
## 219 Jamaica JAM JM 2022 NA NA
## 220 Jamaica JAM JM 2023 NA NA
## 221 Mexico MEX MX 2010 6.5931063 65.90000
## 222 Mexico MEX MX 2011 NA NA
## 223 Mexico MEX MX 2012 5.9442420 62.80000
## 224 Mexico MEX MX 2013 NA NA
## 225 Mexico MEX MX 2014 5.6533570 62.40000
## 226 México MEX MX 2010 NA NA
## 227 México MEX MX 2011 NA NA
## 228 México MEX MX 2012 NA NA
## 229 México MEX MX 2013 NA NA
## 230 México MEX MX 2014 NA NA
## 231 México MEX MX 2015 NA NA
## 232 México MEX MX 2016 NA NA
## 233 México MEX MX 2017 NA NA
## 234 México MEX MX 2018 NA NA
## 235 México MEX MX 2019 NA NA
## 236 México MEX MX 2020 NA NA
## 237 México MEX MX 2021 NA NA
## 238 México MEX MX 2022 NA NA
## 239 México MEX MX 2023 NA NA
## 240 Nicaragua NIC NI 2010 NA NA
## 241 Nicaragua NIC NI 2011 NA NA
## 242 Nicaragua NIC NI 2012 NA NA
## 243 Nicaragua NIC NI 2013 NA NA
## 244 Nicaragua NIC NI 2014 6.2150822 50.10000
## 245 Nicaragua NIC NI 2015 NA NA
## 246 Nicaragua NIC NI 2016 NA NA
## 247 Nicaragua NIC NI 2017 NA NA
## 248 Nicaragua NIC NI 2018 NA NA
## 249 Nicaragua NIC NI 2019 NA NA
## 250 Nicaragua NIC NI 2020 NA NA
## 251 Nicaragua NIC NI 2021 NA NA
## 252 Nicaragua NIC NI 2022 NA NA
## 253 Nicaragua NIC NI 2023 NA NA
## 254 Panama PAN PA 2010 4.5691729 54.10000
## 255 Panama PAN PA 2011 3.9833694 50.40000
## 256 Panama PAN PA 2012 4.4129066 49.90000
## 257 Panama PAN PA 2013 2.8626888 49.40000
## 258 Panama PAN PA 2014 3.7711561 NA
## 259 Panamá PAN PA 2010 NA NA
## 260 Panamá PAN PA 2011 NA NA
## 261 Panamá PAN PA 2012 NA NA
## 262 Panamá PAN PA 2013 NA NA
## 263 Panamá PAN PA 2014 NA NA
## 264 Panamá PAN PA 2015 NA NA
## 265 Panamá PAN PA 2016 NA NA
## 266 Panamá PAN PA 2017 NA NA
## 267 Panamá PAN PA 2018 NA NA
## 268 Panamá PAN PA 2019 NA NA
## 269 Panamá PAN PA 2020 NA NA
## 270 Panamá PAN PA 2021 NA NA
## 271 Panamá PAN PA 2022 NA NA
## 272 Panamá PAN PA 2023 NA NA
## 273 Peru PER PE 2010 4.7429829 61.00000
## 274 Peru PER PE 2011 4.3499703 56.10000
## 275 Peru PER PE 2012 4.1317210 53.00000
## 276 Peru PER PE 2013 3.6994100 48.00000
## 277 Peru PER PE 2014 3.1380782 46.00000
## 278 Perú PER PE 2010 NA NA
## 279 Perú PER PE 2011 NA NA
## 280 Perú PER PE 2012 NA NA
## 281 Perú PER PE 2013 NA NA
## 282 Perú PER PE 2014 NA NA
## 283 Perú PER PE 2015 NA NA
## 284 Perú PER PE 2016 NA NA
## 285 Perú PER PE 2017 NA NA
## 286 Perú PER PE 2018 NA NA
## 287 Perú PER PE 2019 NA NA
## 288 Perú PER PE 2020 NA NA
## 289 Perú PER PE 2021 NA NA
## 290 Perú PER PE 2022 NA NA
## 291 Perú PER PE 2023 NA NA
## 292 República Dominicana DOM DO 2010 NA NA
## 293 República Dominicana DOM DO 2011 NA NA
## 294 República Dominicana DOM DO 2012 NA NA
## 295 República Dominicana DOM DO 2013 NA NA
## 296 República Dominicana DOM DO 2014 NA NA
## 297 República Dominicana DOM DO 2015 NA NA
## 298 República Dominicana DOM DO 2016 NA NA
## 299 República Dominicana DOM DO 2017 NA NA
## 300 República Dominicana DOM DO 2018 NA NA
## 301 República Dominicana DOM DO 2019 NA NA
## 302 República Dominicana DOM DO 2020 NA NA
## 303 República Dominicana DOM DO 2021 NA NA
## 304 República Dominicana DOM DO 2022 NA NA
## 305 República Dominicana DOM DO 2023 NA NA
## 306 Venezuela VEN VE 2010 NA NA
## 307 Venezuela VEN VE 2011 NA NA
## 308 Venezuela VEN VE 2012 NA NA
## 309 Venezuela VEN VE 2013 NA NA
## 310 Venezuela VEN VE 2014 NA NA
## 311 Venezuela VEN VE 2015 NA NA
## 312 Venezuela VEN VE 2016 NA NA
## 313 Venezuela VEN VE 2017 NA NA
## 314 Venezuela VEN VE 2018 NA NA
## 315 Venezuela VEN VE 2019 NA NA
## 316 Venezuela VEN VE 2020 NA NA
## 317 Venezuela VEN VE 2021 NA NA
## 318 Venezuela VEN VE 2022 NA NA
## 319 Venezuela VEN VE 2023 NA NA
## 320 Venezuela, RB VEN VE 2010 NA NA
## 321 Venezuela, RB VEN VE 2011 NA NA
## 322 Venezuela, RB VEN VE 2012 NA NA
## 323 Venezuela, RB VEN VE 2013 NA NA
## 324 Venezuela, RB VEN VE 2014 NA NA
## 1.2.HCount.Ofcl 3.1.Gini 3.2.Gini SI.POV.GAPS SI.POV.GINI SI.POV.UMIC
## 1 9.90000 NA 0.4449551 0.5 43.7 13.6
## 2 6.50000 NA 0.4357228 0.4 42.7 11.3
## 3 5.40000 NA 0.4248529 0.4 41.4 10.3
## 4 NA NA 0.4228384 0.4 41.1 10.4
## 5 NA NA 0.4266602 0.4 41.8 11.7
## 6 NA NA NA NA NA NA
## 7 NA NA NA 0.4 42.3 11.5
## 8 NA NA NA 0.4 41.4 9.8
## 9 NA NA NA 0.6 41.7 12.5
## 10 NA NA NA 0.6 43.3 14.9
## 11 NA NA NA 0.7 42.7 18.3
## 12 NA NA NA 0.6 42.4 14.2
## 13 NA NA NA 0.4 40.7 13.9
## 14 NA NA NA 0.3 42.4 16.4
## 15 NA NA NA NA NA NA
## 16 NA NA NA NA NA NA
## 17 NA NA NA NA NA NA
## 18 NA NA NA NA NA NA
## 19 NA NA NA NA NA NA
## 20 NA NA NA NA NA NA
## 21 NA NA NA NA NA NA
## 22 NA NA NA NA NA NA
## 23 NA NA NA 0.2 39.9 19.7
## 24 NA NA NA NA NA NA
## 25 NA NA NA NA NA NA
## 26 NA NA NA NA NA NA
## 27 NA NA NA NA NA NA
## 28 NA NA NA NA NA NA
## 29 NA NA NA NA NA NA
## 30 36.84023 0.5405676 0.4133610 2.9 46.1 25.3
## 31 34.66000 0.5432415 0.4183361 3.8 46.6 25.9
## 32 28.95600 0.5413235 0.4304858 3.0 47.6 23.6
## 33 30.55800 0.5357055 0.4419244 2.5 47.8 22.6
## 34 NA NA NA 2.7 46.7 23.0
## 35 NA NA NA 3.3 45.2 23.7
## 36 NA NA NA 2.8 44.6 23.1
## 37 NA NA NA 1.8 42.6 21.3
## 38 NA NA NA 1.0 41.6 17.8
## 39 NA NA NA 1.4 43.6 19.5
## 40 NA NA NA 0.9 40.9 17.1
## 41 NA NA NA 1.2 41.2 18.5
## 42 NA NA NA 0.8 42.1 16.5
## 43 NA NA NA NA NA NA
## 44 NA NA NA 2.9 52.9 32.2
## 45 NA NA NA 2.3 53.4 30.3
## 46 NA NA NA 1.9 52.7 27.8
## 47 NA NA NA 1.6 52.0 26.3
## 48 NA NA NA 1.9 51.9 27.3
## 49 NA NA NA 2.4 53.4 29.0
## 50 NA NA NA 2.7 53.3 29.2
## 51 NA NA NA 2.7 53.9 28.6
## 52 NA NA NA 2.8 53.5 28.0
## 53 NA NA NA 1.0 48.9 20.8
## 54 NA NA NA 2.9 52.9 30.5
## 55 NA NA NA 1.8 52.0 25.3
## 56 NA NA NA 1.3 51.6 23.4
## 57 NA NA NA NA NA NA
## 58 NA 0.5017357 0.5247720 NA NA NA
## 59 NA 0.4945506 0.5209565 NA NA NA
## 60 NA NA NA NA NA NA
## 61 NA 0.4783573 0.5110257 NA NA NA
## 62 NA NA NA 0.1 33.6 0.7
## 63 NA NA NA 0.1 32.7 0.7
## 64 NA NA NA 0.1 33.5 1.0
## 65 NA NA NA 0.2 33.8 1.0
## 66 NA NA NA 0.1 33.2 1.0
## 67 NA NA NA 0.2 33.7 1.0
## 68 NA NA NA 0.2 32.7 1.0
## 69 NA NA NA 0.2 33.3 0.7
## 70 NA NA NA 0.1 32.5 0.7
## 71 NA NA NA 0.1 31.7 0.7
## 72 NA NA NA 0.0 29.9 0.5
## 73 NA NA NA NA NA NA
## 74 NA NA NA NA NA NA
## 75 NA NA NA NA NA NA
## 76 NA NA NA NA NA NA
## 77 19.90000 0.4714553 0.5102276 0.5 46.9 23.5
## 78 NA NA NA NA NA NA
## 79 12.40000 0.4665385 0.5058557 0.3 46.8 14.4
## 80 NA NA NA NA NA NA
## 81 NA NA NA 0.2 45.3 11.7
## 82 NA NA NA NA NA NA
## 83 NA NA NA 0.2 45.3 9.0
## 84 NA NA NA NA NA NA
## 85 NA NA NA NA NA NA
## 86 NA NA NA 0.9 47.0 11.3
## 87 NA NA NA NA NA NA
## 88 NA NA NA 0.3 43.0 5.7
## 89 NA NA NA NA NA NA
## 90 33.30000 0.4634095 0.5437117 4.8 54.6 50.0
## 91 30.30000 0.4588164 0.5292902 4.0 53.5 47.2
## 92 28.40000 0.4710050 0.5174103 3.9 52.6 45.4
## 93 26.90000 0.4524047 0.5212115 3.6 52.6 43.0
## 94 24.60000 0.4640462 0.5208494 3.2 52.5 40.8
## 95 NA NA NA 2.9 51.0 40.0
## 96 NA NA NA 2.9 50.6 40.1
## 97 NA NA NA 2.6 49.7 39.6
## 98 NA NA NA 2.7 50.4 39.6
## 99 NA NA NA 3.2 51.3 40.3
## 100 NA NA NA 6.0 53.5 48.0
## 101 NA NA NA 4.4 55.1 44.0
## 102 NA NA NA 3.6 54.8 40.2
## 103 NA NA NA 3.0 53.9 37.6
## 104 19.00000 0.4765965 0.4662943 0.9 48.0 18.8
## 105 19.70000 0.4653839 0.4767876 1.0 48.8 19.8
## 106 18.20000 0.4679956 0.4738315 0.9 48.4 18.4
## 107 18.20000 0.4654256 0.4797520 0.9 49.2 18.4
## 108 19.50000 0.4766404 0.4736194 0.9 48.6 18.3
## 109 NA NA NA 0.9 48.4 17.5
## 110 NA NA NA 0.8 48.7 17.0
## 111 NA NA NA 0.6 48.3 15.8
## 112 NA NA NA 0.9 48.0 16.5
## 113 NA NA NA 0.6 48.2 16.7
## 114 NA NA NA 1.3 49.2 23.3
## 115 NA NA NA 0.7 48.7 17.8
## 116 NA NA NA 0.5 47.2 17.1
## 117 NA NA NA 0.5 46.7 15.3
## 118 NA NA NA NA NA NA
## 119 NA NA NA NA NA NA
## 120 NA NA NA NA NA NA
## 121 NA NA NA NA NA NA
## 122 NA NA NA NA NA NA
## 123 NA NA NA NA NA NA
## 124 NA NA NA NA NA NA
## 125 NA NA NA NA NA NA
## 126 NA NA NA NA NA NA
## 127 NA NA NA NA NA NA
## 128 NA NA NA NA NA NA
## 129 NA NA NA NA NA NA
## 130 NA NA NA NA NA NA
## 131 NA NA NA NA NA NA
## 132 37.30000 0.4142271 0.4831130 NA NA NA
## 133 36.50000 0.4158613 0.4851635 NA NA NA
## 134 36.80000 0.3923502 0.4711894 NA NA NA
## 135 36.30000 0.3904032 0.4876228 NA NA NA
## 136 31.80000 NA NA NA NA NA
## 137 33.00000 0.4001840 0.4283426 3.2 43.5 54.8
## 138 35.40000 0.3717777 0.4156551 2.7 42.3 56.0
## 139 29.90000 0.3761512 0.4057343 2.3 41.8 53.5
## 140 26.20000 0.3809248 0.4283006 1.9 43.4 49.1
## 141 28.50000 0.3791851 0.4058629 1.7 41.6 49.3
## 142 NA NA NA 1.2 40.6 46.6
## 143 NA NA NA 1.4 40.0 44.9
## 144 NA NA NA 1.1 38.0 42.4
## 145 NA NA NA 0.9 38.6 39.1
## 146 NA NA NA 0.7 38.8 34.7
## 147 NA NA NA NA NA NA
## 148 NA NA NA 2.0 39.0 33.5
## 149 NA NA NA 2.0 38.8 32.7
## 150 NA NA NA 1.7 39.8 29.9
## 151 NA NA NA 0.8 40.2 2.2
## 152 NA NA NA 0.8 41.2 2.2
## 153 NA NA NA 0.8 41.2 2.2
## 154 NA NA NA 0.8 40.9 2.0
## 155 NA NA NA 1.0 41.7 2.2
## 156 NA NA NA 0.9 41.5 2.2
## 157 NA NA NA 0.9 41.3 2.0
## 158 NA NA NA 1.0 41.4 2.2
## 159 NA NA NA 0.8 41.8 2.0
## 160 NA NA NA 0.8 41.9 1.7
## 161 NA NA NA 0.3 40.0 1.5
## 162 NA NA NA 0.2 39.7 1.0
## 163 NA NA NA 1.0 41.7 2.2
## 164 NA NA NA 0.9 41.8 2.0
## 165 NA NA NA NA NA NA
## 166 NA NA NA NA NA NA
## 167 NA NA NA NA NA NA
## 168 NA NA NA NA NA NA
## 169 42.20000 0.4389625 0.4749009 2.3 48.3 44.8
## 170 NA NA NA NA NA NA
## 171 NA NA NA NA NA NA
## 172 NA NA NA NA NA NA
## 173 NA NA NA NA NA NA
## 174 NA NA NA NA NA NA
## 175 NA NA NA NA NA NA
## 176 NA NA NA NA NA NA
## 177 NA NA NA NA NA NA
## 178 NA NA NA 3.4 45.2 47.3
## 179 NA NA NA NA NA NA
## 180 NA NA NA NA NA NA
## 181 NA NA NA 14.9 41.1 88.2
## 182 NA NA NA NA NA NA
## 183 NA NA NA NA NA NA
## 184 NA NA NA NA NA NA
## 185 NA NA NA NA NA NA
## 186 NA NA NA NA NA NA
## 187 NA NA NA NA NA NA
## 188 NA NA NA NA NA NA
## 189 NA NA NA NA NA NA
## 190 NA NA NA NA NA NA
## 191 NA NA NA NA NA NA
## 192 NA NA NA NA NA NA
## 193 54.30000 0.5301286 0.4826561 7.4 53.1 55.5
## 194 58.50000 0.5972793 0.5204659 8.2 52.6 56.2
## 195 63.60000 0.5778908 0.5316931 9.8 53.4 61.0
## 196 60.40000 0.5301553 0.4951122 8.0 50.0 59.1
## 197 61.00000 0.4636691 0.4897654 7.1 49.9 58.2
## 198 NA NA NA 7.0 49.2 58.0
## 199 NA NA NA 8.1 49.8 55.4
## 200 NA NA NA 7.6 49.4 56.4
## 201 NA NA NA 7.8 48.9 56.1
## 202 NA NA NA 6.9 48.2 54.5
## 203 NA NA NA NA NA NA
## 204 NA NA NA NA NA NA
## 205 NA NA NA NA NA NA
## 206 NA NA NA 7.0 46.8 53.3
## 207 NA NA NA NA NA NA
## 208 NA NA NA NA NA NA
## 209 NA NA NA NA NA NA
## 210 NA NA NA NA NA NA
## 211 NA NA NA NA NA NA
## 212 NA NA NA NA NA NA
## 213 NA NA NA NA NA NA
## 214 NA NA NA NA NA NA
## 215 NA NA NA 0.1 35.3 18.3
## 216 NA NA NA NA NA NA
## 217 NA NA NA NA NA NA
## 218 NA NA NA 0.3 39.9 22.9
## 219 NA NA NA NA NA NA
## 220 NA NA NA NA NA NA
## 221 47.80000 0.4544686 0.4638851 NA NA NA
## 222 NA NA NA NA NA NA
## 223 48.30000 0.4751711 0.4808186 NA NA NA
## 224 NA NA NA NA NA NA
## 225 50.50000 0.4504070 0.4840681 NA NA NA
## 226 NA NA NA 2.6 47.7 46.3
## 227 NA NA NA NA NA NA
## 228 NA NA NA 2.2 49.6 44.1
## 229 NA NA NA NA NA NA
## 230 NA NA NA 2.1 48.9 46.6
## 231 NA NA NA NA NA NA
## 232 NA NA NA 1.2 46.9 37.8
## 233 NA NA NA NA NA NA
## 234 NA NA NA 1.0 46.0 35.3
## 235 NA NA NA NA NA NA
## 236 NA NA NA 1.2 44.6 36.5
## 237 NA NA NA NA NA NA
## 238 NA NA NA 0.6 43.5 27.4
## 239 NA NA NA NA NA NA
## 240 NA NA NA NA NA NA
## 241 NA NA NA NA NA NA
## 242 NA NA NA NA NA NA
## 243 NA NA NA NA NA NA
## 244 14.80000 0.4247647 0.4682338 1.8 46.2 46.5
## 245 NA NA NA NA NA NA
## 246 NA NA NA NA NA NA
## 247 NA NA NA NA NA NA
## 248 NA NA NA NA NA NA
## 249 NA NA NA NA NA NA
## 250 NA NA NA NA NA NA
## 251 NA NA NA NA NA NA
## 252 NA NA NA NA NA NA
## 253 NA NA NA NA NA NA
## 254 16.60000 0.4972263 0.4832058 NA NA NA
## 255 15.30000 0.5042301 0.4843856 NA NA NA
## 256 14.70000 0.5013028 0.4815336 NA NA NA
## 257 13.80000 0.5037776 0.4784831 NA NA NA
## 258 NA 0.4963913 0.4704144 NA NA NA
## 259 NA NA NA 2.6 51.6 30.2
## 260 NA NA NA 1.9 51.3 27.1
## 261 NA NA NA 2.5 51.7 26.6
## 262 NA NA NA 1.8 51.5 26.0
## 263 NA NA NA 2.2 50.5 24.4
## 264 NA NA NA 1.3 50.8 22.0
## 265 NA NA NA 1.4 50.4 20.6
## 266 NA NA NA 1.6 49.9 20.7
## 267 NA NA NA 1.1 49.2 18.5
## 268 NA NA NA 0.9 49.8 17.8
## 269 NA NA NA NA NA NA
## 270 NA NA NA 1.1 50.9 20.3
## 271 NA NA NA NA NA NA
## 272 NA NA NA 1.1 48.9 19.8
## 273 20.00000 0.4120891 0.4168954 NA NA NA
## 274 18.00000 0.4287838 0.4092647 NA NA NA
## 275 16.60000 0.4282122 0.4053536 NA NA NA
## 276 16.10000 0.4192225 0.4035318 NA NA NA
## 277 15.30000 0.4102243 0.3997717 NA NA NA
## 278 NA NA NA 3.6 45.5 45.7
## 279 NA NA NA 3.3 44.7 42.4
## 280 NA NA NA 3.1 44.4 39.8
## 281 NA NA NA 2.8 43.9 39.3
## 282 NA NA NA 2.5 43.1 38.0
## 283 NA NA NA 2.4 43.4 37.5
## 284 NA NA NA 2.3 43.6 36.4
## 285 NA NA NA 2.2 43.3 37.3
## 286 NA NA NA 1.8 42.4 35.2
## 287 NA NA NA 1.5 41.5 33.6
## 288 NA NA NA 3.1 43.7 48.1
## 289 NA NA NA 1.4 40.1 39.5
## 290 NA NA NA 1.4 40.3 37.8
## 291 NA NA NA 1.7 40.7 38.3
## 292 NA NA NA 1.3 47.3 42.0
## 293 NA NA NA 1.4 47.7 40.2
## 294 NA NA NA 1.3 46.1 39.6
## 295 NA NA NA 1.1 47.7 39.3
## 296 NA NA NA 1.1 44.3 33.5
## 297 NA NA NA 0.9 45.2 29.4
## 298 NA NA NA 0.8 45.7 27.4
## 299 NA NA NA 0.4 42.2 23.8
## 300 NA NA NA 0.3 43.7 20.9
## 301 NA NA NA 0.3 41.9 18.8
## 302 NA NA NA 0.4 39.6 21.7
## 303 NA NA NA 0.3 38.5 21.8
## 304 NA NA NA 0.2 37.0 20.2
## 305 NA NA NA 0.4 38.4 16.9
## 306 NA NA NA NA NA NA
## 307 NA NA NA NA NA NA
## 308 NA NA NA NA NA NA
## 309 NA NA NA NA NA NA
## 310 NA NA NA NA NA NA
## 311 NA NA NA NA NA NA
## 312 NA NA NA NA NA NA
## 313 NA NA NA NA NA NA
## 314 NA NA NA NA NA NA
## 315 NA NA NA NA NA NA
## 316 NA NA NA NA NA NA
## 317 NA NA NA NA NA NA
## 318 NA NA NA NA NA NA
## 319 NA NA NA NA NA NA
## 320 NA NA NA NA NA NA
## 321 NA NA NA NA NA NA
## 322 NA NA NA NA NA NA
## 323 NA NA NA NA NA NA
## 324 NA NA NA NA NA NA
## SP.ADO.TFRT SP.DYN.CBRT.IN SP.POP.TOTL NY.GDP.PCAP.KD.ZG NY.GNS.ICTR.ZS
## 1 65.927 18.314 41288694 8.96819673 17.331856
## 2 66.764 18.172 41730660 4.88127253 17.333217
## 3 64.852 17.480 42161721 -2.03832531 16.209945
## 4 66.104 17.683 42582455 1.39351266 15.194466
## 5 66.613 18.019 43024071 -3.51326421 15.909028
## 6 63.879 17.665 43477012 1.66091254 14.305827
## 7 58.790 16.789 43900313 -3.02450096 14.622255
## 8 55.022 16.155 44288894 1.91639608 13.068849
## 9 49.926 15.332 44654882 -3.41553684 11.393915
## 10 41.751 13.902 44973465 -2.69506724 13.690795
## 11 31.492 11.799 45191965 -10.33610969 15.012135
## 12 28.540 11.682 45312281 10.14855999 19.412895
## 13 25.767 10.926 45407904 5.04819532 17.219937
## 14 26.414 11.064 45538401 -1.89294980 15.891742
## 15 70.746 21.974 320245 -1.29537328 18.589878
## 16 72.665 22.011 327298 -2.39419099 21.323754
## 17 72.448 22.002 334414 1.53033826 19.692918
## 18 72.417 22.055 341627 2.24891176 17.783245
## 19 71.121 21.972 348923 1.85555461 17.954596
## 20 70.220 21.698 356333 0.73685760 20.259121
## 21 70.672 21.374 364705 -2.24225455 20.813807
## 22 70.413 21.286 373202 -4.04836188 18.213814
## 23 72.190 21.144 380226 -0.75726696 15.383529
## 24 65.575 19.335 385829 2.75346463 15.926433
## 25 58.522 18.353 390812 -15.00068035 22.695026
## 26 51.324 16.539 395346 16.39580579 22.438663
## 27 53.404 17.391 402733 7.64170339 19.115066
## 28 55.232 18.025 411106 -0.91108621 21.969252
## 29 79.815 25.619 10182345 2.42845713 24.849139
## 30 78.291 25.221 10348929 3.51064972 26.317418
## 31 76.922 24.830 10515807 3.45406361 25.694056
## 32 75.473 24.437 10682608 5.12847093 23.890940
## 33 74.011 24.041 10848888 3.84418424 20.789478
## 34 72.732 23.653 11014705 3.27865161 14.216925
## 35 71.546 23.272 11180020 2.72220713 15.420051
## 36 70.498 22.911 11344587 2.68372840 16.057029
## 37 69.522 22.574 11508368 2.74036809 16.127786
## 38 68.460 22.257 11671386 0.78901219 14.194929
## 39 67.521 21.996 11816299 -9.85710687 12.482264
## 40 66.639 21.808 11937360 5.03525970 13.849046
## 41 65.760 21.566 12077154 2.40643655 13.939482
## 42 64.848 21.247 12244159 1.67597210 12.020691
## 43 65.474 15.338 193701929 6.62782995 17.802399
## 44 64.773 15.141 195284734 3.13169854 18.601266
## 45 64.285 14.935 196876111 1.09733294 17.678109
## 46 63.947 14.785 198478299 2.17333081 18.151691
## 47 63.365 14.784 200085127 -0.30316357 16.134405
## 48 61.779 14.684 201675532 -4.30639756 14.529347
## 49 58.372 14.146 203218114 -4.01012719 13.421753
## 50 56.558 14.123 204703445 0.58766893 13.577770
## 51 54.287 14.022 206107261 1.09040860 12.707420
## 52 50.958 13.548 207455459 0.56297084 12.250796
## 53 47.460 12.995 208660842 -3.83550547 14.793329
## 54 45.670 12.754 209550294 4.31793162 17.156486
## 55 42.881 12.555 210306415 2.64631532 15.955116
## 56 42.686 12.322 211140729 2.50184181 15.540585
## 57 NA NA NA NA NA
## 58 NA NA NA NA NA
## 59 NA NA NA NA NA
## 60 NA NA NA NA NA
## 61 NA NA NA NA NA
## 62 13.551 11.200 34005902 1.95144748 19.312530
## 63 12.709 11.000 34339221 2.13607714 20.857109
## 64 12.318 11.000 34713395 0.65884199 20.917951
## 65 11.529 10.900 35080992 1.25359013 21.597298
## 66 10.693 10.900 35434066 1.84840952 22.148494
## 67 9.714 10.700 35704498 -0.11236917 19.569364
## 68 8.695 10.600 36110803 -0.09829635 19.146455
## 69 7.931 10.300 36545075 1.80946446 19.845281
## 70 7.006 10.100 37072620 1.28092658 19.582931
## 71 6.432 9.900 37618495 0.42965758 20.261634
## 72 5.805 9.500 38028638 -6.06240643 19.461889
## 73 5.262 9.700 38239864 4.70538205 23.277945
## 74 4.889 9.000 38939056 1.95567066 24.059564
## 75 4.805 8.800 40097761 -1.67686295 21.919664
## 76 52.793 14.230 17181464 4.79363748 25.627694
## 77 51.495 14.017 17351816 5.18104034 21.686121
## 78 50.417 13.776 17519119 5.14158431 23.468662
## 79 47.704 13.622 17687006 2.32789256 22.666318
## 80 44.060 13.473 17864195 0.78300209 21.679479
## 81 39.444 13.147 18047625 1.11370446 22.733861
## 82 33.658 12.685 18267221 0.52983351 21.087807
## 83 27.261 11.763 18558868 -0.23511016 19.842125
## 84 23.705 11.698 18893191 2.14988195 19.603709
## 85 18.968 10.940 19197744 -0.96209602 19.676401
## 86 14.415 10.097 19370624 -6.98113062 19.085549
## 87 7.892 9.070 19456334 10.84350324 16.625447
## 88 7.687 9.672 19553036 1.55399574 16.837004
## 89 6.542 8.963 19658835 -0.32057209 19.338199
## 90 81.306 16.930 44777319 3.31434937 18.455914
## 91 79.439 16.321 45259614 5.80823503 19.345556
## 92 79.556 15.986 45715810 2.87569628 18.371328
## 93 77.499 15.630 46151584 4.14129388 18.189799
## 94 73.820 15.258 46565429 3.57030665 18.156095
## 95 69.785 14.764 46969940 2.06923227 17.369867
## 96 66.840 14.271 47437512 1.08114926 17.477857
## 97 65.985 14.177 48131078 -0.10122155 17.102128
## 98 65.170 14.195 49024465 0.69526495 16.365582
## 99 64.278 14.218 49907985 1.36014068 16.178906
## 100 62.885 14.106 50629997 -8.50949478 14.437460
## 101 62.023 13.947 51188173 9.59297828 13.059873
## 102 60.175 13.731 51737944 6.14882473 13.539097
## 103 59.473 13.475 52321152 -0.51106413 11.312938
## 104 63.057 15.407 4555962 4.06134326 15.801713
## 105 65.472 15.759 4609833 3.18309279 13.799046
## 106 65.642 15.461 4663934 3.66596860 13.837989
## 107 61.182 14.770 4716147 1.36003490 13.834532
## 108 59.653 14.848 4767119 2.43499499 13.495781
## 109 56.579 14.704 4818038 2.55664330 14.622545
## 110 53.376 14.184 4866998 3.15607058 15.880737
## 111 51.125 13.812 4913177 3.17871970 14.243709
## 112 49.006 13.622 4957818 1.69193410 14.383643
## 113 42.097 12.661 4999553 1.56255641 13.890991
## 114 33.354 11.366 5034320 -4.93444227 14.884609
## 115 27.871 10.543 5059988 7.38823226 14.529648
## 116 26.451 10.319 5081765 4.10345496 13.946083
## 117 26.251 10.179 5105525 4.62275387 14.308380
## 118 53.624 11.428 11297409 2.36597237 NA
## 119 55.560 11.771 11301571 2.76444210 NA
## 120 51.844 11.241 11303175 3.00028175 NA
## 121 51.077 11.156 11298167 2.79314623 NA
## 122 49.369 10.873 11285775 1.15852883 NA
## 123 50.121 10.938 11275065 4.53753786 NA
## 124 48.430 10.299 11265612 0.59718365 NA
## 125 49.670 10.115 11247829 1.97075470 NA
## 126 52.373 10.172 11227118 2.43656839 NA
## 127 51.098 9.668 11202846 0.05321866 NA
## 128 50.532 9.257 11176354 -10.73800174 NA
## 129 48.346 8.814 11122168 1.74699047 NA
## 130 47.767 8.662 11059820 2.34859377 NA
## 131 48.674 8.706 11019931 -1.57400310 NA
## 132 NA NA NA NA NA
## 133 NA NA NA NA NA
## 134 NA NA NA NA NA
## 135 NA NA NA NA NA
## 136 NA NA NA NA NA
## 137 72.868 19.690 6068249 1.81801614 13.783478
## 138 71.791 19.618 6090127 3.40079171 12.308661
## 139 71.399 19.390 6113975 2.48637921 11.912296
## 140 70.592 19.185 6138839 1.76908304 10.114625
## 141 69.863 19.014 6162955 1.33132681 11.583980
## 142 69.315 18.579 6183676 2.05686594 12.326250
## 143 65.059 17.730 6200800 2.25589267 13.690148
## 144 61.093 17.122 6213533 2.03808951 15.031547
## 145 57.857 16.683 6219807 2.30913946 15.591361
## 146 57.724 16.570 6222318 2.39613322 18.205529
## 147 56.865 16.303 6234673 -8.07562589 18.292911
## 148 56.143 16.150 6255782 11.52715941 19.323991
## 149 54.881 15.920 6280319 2.39791770 16.634931
## 150 54.230 15.758 6309624 3.03022113 18.063974
## 151 34.856 13.000 309327143 1.84674046 15.383251
## 152 31.723 12.700 311583481 0.82892617 16.337326
## 153 29.387 12.600 313877662 1.54146623 18.379294
## 154 26.528 12.400 316059947 1.41274168 18.563319
## 155 24.192 12.500 318386329 1.77469981 19.656661
## 156 22.031 12.400 320738994 2.19043057 19.698427
## 157 20.080 12.200 323071755 1.08425738 18.558693
## 158 18.491 11.800 325122128 1.81147637 18.979057
## 159 17.164 11.600 326838199 2.42587722 19.232091
## 160 16.202 11.400 328329953 2.11773983 19.431233
## 161 14.719 10.900 331526933 -3.10649046 18.386783
## 162 13.724 11.000 332048977 5.88831427 17.752631
## 163 13.628 11.000 333271411 2.13636163 18.422358
## 164 13.145 10.700 334914895 2.38266938 17.466725
## 165 93.440 27.821 14500112 0.86552545 11.647159
## 166 94.826 27.516 14792126 2.10758860 11.128843
## 167 95.398 27.231 15089647 0.94436695 11.558543
## 168 88.548 26.716 15387337 1.68869489 11.599705
## 169 87.065 26.467 15681725 2.48328425 11.771015
## 170 85.762 26.222 15971743 2.20204504 13.575192
## 171 85.004 25.957 16268760 0.80322497 14.823945
## 172 83.905 25.171 16567357 1.22202140 14.784343
## 173 81.694 24.315 16845685 1.69836299 14.666299
## 174 77.103 23.089 17103803 2.44813642 16.671690
## 175 72.461 22.043 17357325 -3.22007733 18.525890
## 176 70.295 21.407 17598650 6.55183997 18.950448
## 177 69.116 21.063 17847877 2.74510932 17.817490
## 178 68.269 20.809 18124838 1.94482579 19.528305
## 179 64.114 27.720 9803294 -6.74590385 24.129971
## 180 62.743 27.356 9914904 3.91514494 18.484389
## 181 62.348 26.685 10069771 -1.04324222 14.231734
## 182 60.372 26.065 10222362 2.76750967 13.740592
## 183 58.978 25.751 10373235 1.39231188 11.607218
## 184 57.300 25.444 10523242 -0.04543951 12.360610
## 185 56.454 25.102 10671457 0.39840297 12.494160
## 186 55.523 24.645 10817754 1.12394428 15.786251
## 187 54.607 24.222 10962362 0.32667856 12.031377
## 188 53.620 23.774 11105163 -2.98683712 15.721583
## 189 52.578 23.338 11243848 -4.49816442 17.721858
## 190 51.509 22.919 11374586 -2.92695804 13.402199
## 191 50.589 22.547 11503606 -2.78468085 11.602073
## 192 49.775 22.200 11637398 -2.99212844 11.371859
## 193 98.337 26.316 8365878 1.54912163 17.547219
## 194 95.680 25.776 8540583 1.71164195 18.698709
## 195 93.523 25.306 8715076 2.04382617 16.009021
## 196 91.134 24.803 8889278 0.77716722 12.697410
## 197 89.442 24.388 9063122 1.08127511 14.711596
## 198 88.093 24.084 9237305 1.88202222 19.675332
## 199 86.927 23.804 9412380 1.96051068 20.425795
## 200 85.934 23.504 9588137 2.92107278 23.152885
## 201 85.750 23.392 9765210 1.96196873 19.580502
## 202 85.131 23.111 9943633 0.71936152 19.649039
## 203 84.334 22.803 10119640 -10.54841749 21.939663
## 204 83.508 22.529 10289877 10.70299037 18.274013
## 205 82.781 22.242 10463872 2.41184551 19.049944
## 206 82.079 21.963 10644851 1.82153849 18.981543
## 207 54.162 15.555 2748568 -1.87206743 13.419188
## 208 52.089 14.930 2760494 1.29087650 8.583872
## 209 51.002 14.409 2772430 -1.04151903 11.005683
## 210 49.793 13.979 2783687 0.11120080 11.941094
## 211 47.584 13.620 2793749 0.32717668 14.179066
## 212 45.190 13.318 2802534 0.60513226 18.231482
## 213 42.821 12.941 2809915 1.10893369 21.206675
## 214 40.413 12.593 2815764 0.78732843 21.560716
## 215 38.233 12.305 2820097 1.73337267 22.260498
## 216 37.741 12.169 2823271 0.77886573 22.706258
## 217 36.813 12.016 2830739 -10.15796888 NA
## 218 36.807 11.954 2837682 4.34549460 NA
## 219 36.812 11.855 2839144 5.16733666 NA
## 220 36.541 11.623 2839786 2.17695676 NA
## 221 NA NA NA NA NA
## 222 NA NA NA NA NA
## 223 NA NA NA NA NA
## 224 NA NA NA NA NA
## 225 NA NA NA NA NA
## 226 76.733 20.331 113623895 3.47084287 19.123080
## 227 77.654 20.095 115243504 1.99026328 19.252910
## 228 78.298 19.855 116818208 2.15731830 19.160950
## 229 77.805 19.557 118343573 -0.44781074 16.364457
## 230 74.356 18.959 119784261 1.27091421 16.847085
## 231 69.335 18.227 121072306 1.60971011 18.515549
## 232 66.136 17.690 122251351 0.79095522 19.384967
## 233 64.486 17.214 123400057 0.92342536 20.616172
## 234 63.447 17.037 124573711 1.01136623 21.495058
## 235 63.359 16.877 125762982 -1.33462179 21.805420
## 236 62.577 16.565 126799054 -9.10287152 22.195671
## 237 62.033 16.353 127648148 5.34306678 21.679110
## 238 61.111 16.041 128613117 2.91114396 19.826087
## 239 60.099 15.706 129739759 2.30380690 19.643220
## 240 108.235 24.345 5737450 2.93836201 15.872615
## 241 106.854 23.959 5819051 4.82657823 19.020030
## 242 105.702 23.615 5901287 5.01192950 19.260511
## 243 104.230 23.203 5983845 3.47846889 17.950039
## 244 103.165 22.836 6066492 3.35893118 20.631388
## 245 102.074 22.449 6149417 3.37832634 23.488999
## 246 100.938 22.060 6232666 3.16631912 22.510944
## 247 99.952 21.647 6316231 3.24822462 22.417872
## 248 98.740 21.209 6400080 -4.62974341 22.007866
## 249 97.665 20.808 6483657 -4.14872509 23.567863
## 250 96.514 20.450 6565267 -2.97718223 22.810238
## 251 95.052 20.044 6644741 8.99666273 18.188031
## 252 94.053 19.695 6730654 2.42794539 18.633778
## 253 93.452 19.376 6823613 3.14466254 30.220956
## 254 NA NA NA NA NA
## 255 NA NA NA NA NA
## 256 NA NA NA NA NA
## 257 NA NA NA NA NA
## 258 NA NA NA NA NA
## 259 90.924 20.984 3628535 4.19797205 24.753000
## 260 92.045 20.980 3693505 9.94036229 29.894705
## 261 92.117 20.732 3759256 7.70986508 32.002324
## 262 91.979 20.420 3825329 4.48786635 33.047782
## 263 90.163 20.147 3892101 2.83087708 30.153308
## 264 86.634 19.839 3960035 3.46107388 34.082399
## 265 82.514 19.495 4029086 2.77979910 32.250906
## 266 79.106 19.081 4098707 3.94788151 34.258552
## 267 75.109 18.520 4167860 2.19399065 31.552471
## 268 69.342 17.570 4234700 1.47570135 31.579894
## 269 62.550 16.718 4293261 -18.94216600 24.663601
## 270 58.035 16.401 4345405 15.06954247 28.727934
## 271 57.772 16.239 4400773 9.37602551 33.891952
## 272 57.342 16.029 4458759 6.00257751 36.126782
## 273 NA NA NA NA NA
## 274 NA NA NA NA NA
## 275 NA NA NA NA NA
## 276 NA NA NA NA NA
## 277 NA NA NA NA NA
## 278 60.782 19.884 29086019 7.62774362 22.446143
## 279 60.943 19.750 29304086 5.53595626 23.700103
## 280 60.066 19.210 29550366 5.25513020 22.865868
## 281 59.087 18.820 29817919 4.90271488 22.479796
## 282 57.045 18.366 30115826 1.36938882 21.211497
## 283 55.100 17.948 30457600 2.09361991 20.628195
## 284 53.228 17.565 30866494 2.57623040 20.374234
## 285 50.691 17.254 31324637 1.01943142 20.590616
## 286 49.142 16.930 31897584 2.10184539 20.400872
## 287 47.308 16.853 32449303 0.50228629 20.712808
## 288 45.423 16.610 32838579 -11.98912339 19.880104
## 289 44.420 16.398 33155882 12.27041583 20.180648
## 290 43.933 16.183 33475438 1.74488422 18.316176
## 291 43.562 15.944 33845617 -1.63789284 19.312569
## 292 95.310 22.167 9820175 6.96159967 18.522835
## 293 95.549 21.871 9945621 1.83258162 17.131385
## 294 93.549 21.522 10070411 1.44452011 17.561333
## 295 88.768 21.179 10193833 3.60542683 18.251243
## 296 85.739 20.844 10315528 5.78756118 19.586610
## 297 83.159 20.538 10434829 5.70452626 21.346898
## 298 78.640 20.239 10551430 5.48053828 21.588848
## 299 75.887 20.009 10666843 3.53423292 22.007148
## 300 72.619 19.848 10782053 5.83938193 24.046573
## 301 66.982 19.430 10894043 3.97223908 24.312877
## 302 58.852 18.957 11008300 -7.68840572 22.849419
## 303 56.058 18.571 11123476 11.10949042 27.856504
## 304 53.582 18.255 11230734 3.85688512 27.679873
## 305 52.774 17.931 11331265 1.45247215 27.487485
## 306 95.876 20.276 28813101 -2.77023252 31.432955
## 307 96.087 20.197 29185212 2.84817755 30.542883
## 308 96.031 19.940 29553826 4.30852327 25.628977
## 309 94.666 19.475 29912198 0.12892290 19.027670
## 310 91.955 19.055 30254079 -4.98041138 8.939355
## 311 88.531 18.604 30573972 NA NA
## 312 84.191 18.262 30765720 NA NA
## 313 79.917 17.931 30565323 NA NA
## 314 75.503 17.330 29807592 NA NA
## 315 74.487 16.299 28938098 NA NA
## 316 73.750 15.542 28444077 NA NA
## 317 73.384 15.219 28237826 NA NA
## 318 73.026 15.025 28213017 NA NA
## 319 73.295 15.087 28300854 NA NA
## 320 NA NA NA NA NA
## 321 NA NA NA NA NA
## 322 NA NA NA NA NA
## 323 NA NA NA NA NA
## 324 NA NA NA NA NA
## SE.XPD.TOTL.GD.ZS SH.XPD.GHED.PP.CD SL.EMP.WORK.ZS
## 1 5.019710 993.67399 76.44277
## 2 5.290630 1085.38753 76.90030
## 3 5.345830 1192.72355 77.00484
## 4 5.436610 1241.11439 76.45257
## 5 5.361440 1235.18864 76.34652
## 6 5.776110 1361.16485 75.65317
## 7 5.545490 1299.57696 75.21635
## 8 5.454320 1547.80895 74.66000
## 9 4.877740 1399.75663 74.47117
## 10 4.771650 1414.12768 73.49283
## 11 5.276900 1396.34263 73.00002
## 12 4.641170 1478.54844 72.41106
## 13 4.805210 1555.15516 73.28964
## 14 NA NA 74.24671
## 15 5.264430 289.95990 68.60420
## 16 5.519679 289.77971 68.43473
## 17 5.471510 264.13138 68.00729
## 18 5.151440 275.34891 67.64054
## 19 5.167440 283.44501 69.25164
## 20 5.390200 296.05483 67.52499
## 21 5.721710 306.61715 66.47130
## 22 5.949680 284.06806 66.69457
## 23 6.126820 294.10592 65.66945
## 24 5.964990 312.62132 64.76215
## 25 5.216320 308.16041 64.04664
## 26 5.948790 347.07209 63.93684
## 27 4.596510 296.94837 63.98275
## 28 4.255640 NA 63.95403
## 29 6.973790 155.91626 40.77294
## 30 6.450560 162.76639 39.65885
## 31 6.628000 175.10301 40.90152
## 32 6.803220 213.29225 39.82927
## 33 7.478130 257.14779 37.30648
## 34 8.143430 303.17285 38.89951
## 35 8.150610 327.79472 30.39686
## 36 8.097240 369.64025 31.13773
## 37 8.015870 419.54037 31.46756
## 38 8.091040 439.28358 33.68864
## 39 8.437110 475.35325 32.02682
## 40 7.962150 528.92708 30.66383
## 41 7.575500 580.05188 32.22258
## 42 NA NA 32.53952
## 43 5.648800 516.86585 67.61069
## 44 5.737410 527.19195 68.37333
## 45 5.855100 510.92956 70.72084
## 46 5.838850 560.71086 70.53069
## 47 5.948480 589.19176 70.63808
## 48 6.241060 576.09399 69.47126
## 49 6.314040 570.98837 69.10173
## 50 6.320480 582.95980 68.48830
## 51 6.088510 593.72773 68.10197
## 52 5.963470 612.12262 67.78406
## 53 5.771500 635.12980 67.49371
## 54 5.496980 725.36891 66.48276
## 55 NA 761.65049 67.87257
## 56 NA NA 68.77173
## 57 NA NA NA
## 58 NA NA NA
## 59 NA NA NA
## 60 NA NA NA
## 61 NA NA NA
## 62 5.356370 2985.12088 84.46262
## 63 5.262050 3029.17023 84.65988
## 64 4.692587 3128.27036 84.79538
## 65 4.589010 3262.35415 84.80624
## 66 4.843590 3313.64929 85.00199
## 67 4.739380 3385.91404 85.00056
## 68 4.816420 3568.89650 85.05193
## 69 4.959970 3654.63893 85.13311
## 70 4.888980 3787.53948 84.93017
## 71 4.772930 3864.58187 85.20617
## 72 4.887950 4652.81585 84.83853
## 73 4.748600 5026.26478 86.00481
## 74 4.139572 4978.59569 86.53989
## 75 NA 4803.06661 86.84869
## 76 4.189540 575.58213 74.83413
## 77 4.061730 645.19315 74.85288
## 78 NA 718.93900 76.00984
## 79 4.548140 790.81075 75.89342
## 80 4.751680 844.22930 75.25191
## 81 4.903900 900.99409 75.31720
## 82 5.366470 988.19872 74.63797
## 83 5.432790 1113.10371 73.77202
## 84 5.473060 1186.47680 74.16488
## 85 5.626310 1222.33631 74.14571
## 86 5.629930 1389.22961 74.51849
## 87 4.999240 1517.91682 75.07395
## 88 NA 1599.23952 75.39221
## 89 NA 1652.73795 75.35468
## 90 NA 548.09015 46.25015
## 91 NA 577.66792 46.00533
## 92 NA 565.19565 46.53296
## 93 NA 622.31065 47.45708
## 94 NA 672.26420 48.29503
## 95 NA 708.08376 48.60340
## 96 NA 742.95036 48.65064
## 97 NA 785.55089 48.40789
## 98 NA 832.20849 48.09861
## 99 NA 879.64170 50.04596
## 100 NA 963.37815 48.81277
## 101 NA 1158.60986 48.74005
## 102 NA 1126.22704 52.89781
## 103 NA 1176.02720 53.40651
## 104 6.565740 772.14939 76.12619
## 105 6.379890 798.52142 73.18262
## 106 6.582400 815.07646 72.44957
## 107 6.687400 846.71028 69.83583
## 108 6.679520 905.06542 70.31503
## 109 6.873500 976.56012 70.57065
## 110 6.893960 1030.22907 71.68961
## 111 7.069810 1061.63989 71.50776
## 112 6.769920 1133.92123 71.87564
## 113 6.738080 1222.52794 72.26626
## 114 6.628980 1241.83126 72.19298
## 115 6.248420 1292.43610 72.60722
## 116 NA 1322.19968 72.84269
## 117 NA NA 73.04781
## 118 12.837310 1841.54979 88.17534
## 119 NA 1920.44452 81.46745
## 120 11.551661 1630.43307 79.49287
## 121 10.671696 1950.00285 78.36869
## 122 9.607469 2447.20080 76.91455
## 123 8.963337 2885.50319 75.57625
## 124 9.013133 2248.25997 74.39517
## 125 NA 2218.29788 73.10048
## 126 NA 2224.16956 72.65927
## 127 9.046969 2294.88986 71.97655
## 128 NA 2387.91809 71.66273
## 129 9.385862 2811.73375 71.67416
## 130 NA 2562.27322 71.73224
## 131 NA NA 71.63270
## 132 NA NA NA
## 133 NA NA NA
## 134 NA NA NA
## 135 NA NA NA
## 136 NA NA NA
## 137 4.048080 273.14147 58.21690
## 138 3.898540 316.42901 58.32826
## 139 3.712440 297.28252 58.22568
## 140 3.801490 334.36605 58.06582
## 141 3.824160 346.33426 60.43028
## 142 3.909880 373.71756 59.57755
## 143 3.825240 399.41607 59.97627
## 144 3.725230 398.32584 59.74452
## 145 3.605750 413.80520 61.14475
## 146 3.387110 447.22582 60.86295
## 147 3.660880 512.26955 61.17739
## 148 3.577660 648.00697 63.17092
## 149 3.256340 674.86862 63.46876
## 150 3.172190 NA 63.65639
## 151 6.694554 3836.58649 92.95486
## 152 6.497684 3938.64378 93.17968
## 153 6.253886 4035.91381 93.24677
## 154 6.229258 4165.38997 93.40528
## 155 6.129206 4467.52063 93.55425
## 156 4.930630 4728.52386 93.55561
## 157 4.783280 4884.79517 93.61331
## 158 5.092970 5029.45594 93.74771
## 159 4.895020 5243.60160 93.71899
## 160 4.957470 5470.11146 93.90612
## 161 5.399980 6658.35288 93.69336
## 162 5.428300 6639.94734 93.41658
## 163 NA 6860.61862 93.71643
## 164 NA NA 93.91778
## 165 2.848650 136.91022 53.03417
## 166 2.968650 136.87686 56.99314
## 167 3.005250 143.90332 52.75567
## 168 2.888090 161.25064 56.47753
## 169 2.985620 169.47546 59.27250
## 170 3.030330 181.95997 60.32183
## 171 2.944740 182.98346 62.35328
## 172 2.950100 177.72861 59.54313
## 173 3.131940 185.06036 59.41916
## 174 3.192970 208.22901 63.43920
## 175 3.295030 212.73185 58.77939
## 176 3.106350 225.62203 53.81312
## 177 3.229410 255.35108 56.07157
## 178 3.179390 NA 60.45916
## 179 NA 21.89910 24.78333
## 180 NA 12.05222 25.02442
## 181 NA 12.86678 24.97084
## 182 NA 14.28310 24.77867
## 183 1.752270 14.12398 25.07889
## 184 1.854980 16.52452 24.97144
## 185 1.387760 16.59639 24.79802
## 186 1.498470 14.88945 24.69712
## 187 1.637160 17.43818 24.79577
## 188 1.759413 13.08119 24.70139
## 189 1.371014 12.78447 24.06329
## 190 1.242752 12.45412 24.43035
## 191 1.274669 11.38866 24.61301
## 192 NA NA 24.56474
## 193 NA 138.86124 44.56869
## 194 NA 151.88226 47.10002
## 195 6.299728 135.25982 43.10912
## 196 5.874930 143.24131 44.49069
## 197 7.090120 140.48680 49.66973
## 198 6.412970 140.27702 48.57877
## 199 6.095095 156.81500 51.74997
## 200 5.744344 156.10550 47.61313
## 201 6.056470 162.70425 47.94471
## 202 5.932460 168.36330 48.38292
## 203 5.976291 182.54492 53.51209
## 204 5.810502 211.09380 53.38667
## 205 4.441579 226.83598 53.76083
## 206 4.046160 NA 54.34874
## 207 6.370600 246.11028 57.83732
## 208 6.266640 258.66620 59.99395
## 209 6.112460 233.53305 59.31490
## 210 6.251080 257.70552 59.31726
## 211 6.015860 269.20429 59.51536
## 212 5.455220 322.77527 59.93208
## 213 5.314610 344.76560 60.21382
## 214 5.260170 404.83255 60.58780
## 215 5.413810 403.44580 60.95529
## 216 5.163640 423.44073 62.29563
## 217 5.617495 438.08969 61.32831
## 218 5.631240 540.28485 61.58736
## 219 5.354350 704.75913 62.69296
## 220 5.654537 NA 62.71755
## 221 NA NA NA
## 222 NA NA NA
## 223 NA NA NA
## 224 NA NA NA
## 225 NA NA NA
## 226 4.936950 438.58745 66.60442
## 227 4.904060 483.31479 66.39628
## 228 4.883480 518.14138 67.09355
## 229 4.508580 544.72231 67.16208
## 230 5.068090 524.74741 67.92027
## 231 5.050880 550.27776 68.03313
## 232 4.757960 555.16956 68.46857
## 233 4.397520 549.98564 68.68785
## 234 4.139450 543.88266 68.50053
## 235 NA 546.43983 68.17221
## 236 4.500600 619.46561 69.64020
## 237 4.249530 619.18322 68.09038
## 238 NA 702.26801 68.15082
## 239 NA NA 68.64609
## 240 4.484240 143.66542 51.12884
## 241 NA 152.68144 51.57272
## 242 NA 168.29834 51.90684
## 243 NA 180.71077 52.93693
## 244 4.083290 208.06377 53.99400
## 245 4.078430 239.25478 54.49797
## 246 4.081130 267.87315 54.98952
## 247 4.357680 294.79489 55.54331
## 248 3.573109 306.91155 55.97931
## 249 4.599920 302.68164 56.37167
## 250 4.581561 301.92338 56.03350
## 251 4.086657 393.81102 56.43178
## 252 3.794763 366.28262 56.65236
## 253 NA NA 57.01281
## 254 NA NA NA
## 255 NA NA NA
## 256 NA NA NA
## 257 NA NA NA
## 258 NA NA NA
## 259 NA 733.76508 65.90446
## 260 3.159010 745.57424 67.99607
## 261 NA 758.19830 68.02002
## 262 NA 881.85361 67.72247
## 263 3.174010 1007.56925 67.33084
## 264 3.366700 1108.55340 66.27104
## 265 3.429130 1251.77573 64.20108
## 266 3.493750 1395.52448 64.91902
## 267 3.453570 1455.59978 62.60832
## 268 3.093294 1576.92067 60.81625
## 269 4.302840 1557.84821 55.73144
## 270 3.711410 1705.82201 59.14629
## 271 3.366930 1872.76847 55.67853
## 272 NA NA 61.08548
## 273 NA NA NA
## 274 NA NA NA
## 275 NA NA NA
## 276 NA NA NA
## 277 NA NA NA
## 278 2.867300 239.91641 44.67422
## 279 2.663500 240.56200 45.11590
## 280 2.922760 267.71312 46.57430
## 281 3.297290 300.92006 47.49634
## 282 3.695990 343.03075 47.38135
## 283 3.969330 353.31409 48.04735
## 284 3.813170 374.49039 47.38183
## 285 3.931310 388.81713 47.17270
## 286 3.713920 423.29039 46.73550
## 287 3.822430 444.20174 47.08679
## 288 4.259380 533.59791 43.64337
## 289 3.927210 635.27820 46.54226
## 290 3.833160 604.54852 47.06327
## 291 4.235170 NA 47.39785
## 292 1.887288 283.50300 52.49431
## 293 1.879258 319.15260 53.05190
## 294 NA 324.33942 54.11311
## 295 3.628181 341.82246 55.18687
## 296 3.622434 326.77193 55.17294
## 297 3.604003 343.93589 55.60198
## 298 3.850496 423.02126 56.92569
## 299 3.920268 442.40718 56.03466
## 300 3.918211 451.46936 56.63366
## 301 4.042769 490.45996 58.23084
## 302 4.517698 573.86771 56.88629
## 303 3.747313 675.22303 56.13569
## 304 3.940271 610.07884 56.94953
## 305 NA NA 57.63446
## 306 NA NA 63.29403
## 307 NA NA 63.48799
## 308 NA NA 64.77592
## 309 NA NA 64.89481
## 310 NA NA 64.88490
## 311 NA NA 65.04510
## 312 NA NA 64.82466
## 313 NA NA 64.12051
## 314 NA NA 63.06345
## 315 NA 29.34836 61.08540
## 316 NA 36.14165 59.98194
## 317 NA 34.27567 59.92736
## 318 NA 59.57388 59.89029
## 319 NA NA 59.44848
## 320 NA NA NA
## 321 NA NA NA
## 322 NA NA NA
## 323 NA NA NA
## 324 NA NA NANormalización de los datos
norm_directa<-function(x){(x-min(x,na.rm = TRUE))/(max(x,na.rm = TRUE)-min(x, na.rm = TRUE))} # si la correlación esperada con el desarrollo es positiva se usa norm_directa
norm_inversa<-function(x){(max(x, na.rm = TRUE)-x)/(max(x, na.rm = TRUE)-min(x, na.rm = TRUE))}
# si la correlación esperada con el desarrollo es negativa se usa norm_inversa
# Seleccionando las variables con correlación positiva
bateria_indicador_sintetico %>%
select(NY.GDP.PCAP.KD.ZG,
SL.EMP.WORK.ZS,
SH.XPD.GHED.PP.CD,
SE.XPD.TOTL.GD.ZS,
NY.GNS.ICTR.ZS) %>%
apply(MARGIN = 2,FUN = norm_directa) %>%
as.data.frame() -> variables_corr_positiva_h
# Seleccionando las variables con correlación negativa
bateria_indicador_sintetico %>%
select("SI.POV.UMIC","1.0.HCount.1.90usd",
"3.2.Gini","3.1.Gini","SI.POV.GAPS",
"1.1.HCount.Ofcl","1.2.HCount.Ofcl",
"SP.POP.TOTL","SP.ADO.TFRT","SP.DYN.CBRT.IN",
"SI.POV.GINI") %>%
apply(MARGIN = 2,FUN = norm_inversa) %>%
as.data.frame() -> variables_corr_negativa_h
# Union de datos normalizados
bateria_normalizada<-bind_cols(variables_corr_positiva_h,variables_corr_negativa_h)
bateria_normalizada## NY.GDP.PCAP.KD.ZG SL.EMP.WORK.ZS SH.XPD.GHED.PP.CD SE.XPD.TOTL.GD.ZS
## 1 0.7898122 0.749836947 1.434154e-01 0.325752670
## 2 0.6741598 0.756386689 1.568058e-01 0.349118787
## 3 0.4783478 0.757883192 1.724770e-01 0.353879650
## 4 0.5754625 0.749977169 1.795422e-01 0.361709207
## 5 0.4366097 0.748459110 1.786770e-01 0.355225990
## 6 0.5830295 0.738533429 1.970698e-01 0.390990181
## 7 0.4504408 0.732280103 1.880778e-01 0.371099782
## 8 0.5902592 0.724315781 2.243202e-01 0.363236625
## 9 0.4393752 0.721612497 2.027042e-01 0.313508119
## 10 0.4597632 0.707607106 2.048024e-01 0.304358131
## 11 0.2435357 0.700552352 2.022058e-01 0.347934607
## 12 0.8232144 0.692121131 2.142080e-01 0.293104592
## 13 0.6788834 0.704698453 2.253927e-01 0.307252616
## 14 0.4824617 0.718399279 NA NA
## 15 0.4993720 0.637624171 4.067191e-02 0.346859122
## 16 0.4682774 0.635198094 4.064560e-02 0.368873676
## 17 0.5793344 0.629079054 3.690090e-02 0.364719257
## 18 0.5996688 0.623828894 3.853868e-02 0.337114041
## 19 0.5885375 0.646892480 3.972072e-02 0.338493981
## 20 0.5568804 0.622174651 4.156178e-02 0.357706460
## 21 0.4725770 0.607090602 4.310390e-02 0.386298328
## 22 0.4214674 0.610286815 3.981169e-02 0.405960108
## 23 0.5145994 0.595611826 4.127723e-02 0.421237985
## 24 0.6139467 0.582623393 4.398052e-02 0.407280580
## 25 0.1115368 0.572380466 4.332921e-02 0.342709761
## 26 1.0000000 0.570808598 4.901039e-02 0.405883367
## 27 0.7522749 0.571465836 4.169224e-02 0.289252777
## 28 0.5102466 0.571054766 NA 0.259853648
## 29 0.6047496 0.239206519 2.110129e-02 0.494286917
## 30 0.6353736 0.223257690 2.210142e-02 0.449159705
## 31 0.6337724 0.241047168 2.390259e-02 0.464463410
## 32 0.6811550 0.225697378 2.947829e-02 0.479575673
## 33 0.6448121 0.189582465 3.588128e-02 0.537784884
## 34 0.6288085 0.212387386 4.260102e-02 0.595165242
## 35 0.6130622 0.090667937 4.619586e-02 0.595784517
## 36 0.6119733 0.101273881 5.230538e-02 0.591181536
## 37 0.6135761 0.105995567 5.959089e-02 0.584163558
## 38 0.5583563 0.137791358 6.247343e-02 0.590646734
## 39 0.2570906 0.114001636 6.773967e-02 0.620494383
## 40 0.6785173 0.094489810 7.556155e-02 0.579530350
## 41 0.6041264 0.116804073 8.302586e-02 0.546182802
## 42 0.5834556 0.121341248 NA NA
## 43 0.7235841 0.623401605 7.380059e-02 0.380010006
## 44 0.6246500 0.634319053 7.530822e-02 0.387652400
## 45 0.5670812 0.667924779 7.293388e-02 0.397802859
## 46 0.5975300 0.665202773 8.020204e-02 0.396401328
## 47 0.5274497 0.666740023 8.436030e-02 0.405856635
## 48 0.4141655 0.650036518 8.244800e-02 0.431090857
## 49 0.4225494 0.644746522 8.170257e-02 0.437385224
## 50 0.5526586 0.635964962 8.345042e-02 0.437940630
## 51 0.5668852 0.630434445 8.502256e-02 0.417933844
## 52 0.5519597 0.625883427 8.770825e-02 0.407149470
## 53 0.4274909 0.621726867 9.106734e-02 0.390592576
## 54 0.6582182 0.607254674 1.042424e-01 0.366915958
## 55 0.6109146 0.627150480 1.095396e-01 NA
## 56 0.6068262 0.640022353 NA NA
## 57 NA NA NA NA
## 58 NA NA NA NA
## 59 NA NA NA NA
## 60 NA NA NA NA
## 61 NA NA NA NA
## 62 0.5912511 0.864644951 4.341703e-01 0.354788698
## 63 0.5964757 0.867468823 4.406016e-01 0.346653863
## 64 0.5546727 0.869408472 4.550704e-01 0.297539202
## 65 0.5715030 0.869564028 4.746469e-01 0.288605907
## 66 0.5883353 0.872366160 4.821360e-01 0.310562761
## 67 0.5328488 0.872345730 4.926868e-01 0.301574932
## 68 0.5332471 0.873081171 5.194026e-01 0.308219446
## 69 0.5872332 0.874243307 5.319212e-01 0.320600247
## 70 0.5722765 0.871338092 5.513249e-01 0.314477540
## 71 0.5481872 0.875289171 5.625732e-01 0.304468554
## 72 0.3644737 0.870026195 6.776568e-01 0.314388708
## 73 0.6691824 0.886722109 7.321810e-01 0.302370144
## 74 0.5913706 0.894381971 7.252212e-01 0.249843058
## 75 0.4885765 0.898802629 6.995937e-01 NA
## 76 0.6716798 0.726808542 8.237327e-02 0.254152687
## 77 0.6826426 0.727076860 9.253661e-02 0.243129412
## 78 0.6815261 0.743639391 1.033036e-01 NA
## 79 0.6019038 0.741972757 1.137970e-01 0.285081002
## 80 0.5581862 0.732789222 1.215962e-01 0.302635776
## 81 0.5675445 0.733723882 1.298840e-01 0.315764371
## 82 0.5510220 0.724000413 1.426160e-01 0.355659787
## 83 0.5293755 0.711603864 1.608524e-01 0.361379706
## 84 0.5968664 0.717227812 1.715650e-01 0.364852916
## 85 0.5088031 0.716953514 1.768006e-01 0.378070301
## 86 0.3384754 0.722289930 2.011673e-01 0.378382529
## 87 0.8428800 0.730241575 2.199558e-01 0.323987174
## 88 0.5800039 0.734797639 2.318291e-01 NA
## 89 0.5269571 0.734260414 2.396400e-01 NA
## 90 0.6298187 0.317615352 7.835939e-02 NA
## 91 0.7003911 0.314110567 8.267780e-02 NA
## 92 0.6174056 0.321663839 8.085683e-02 NA
## 93 0.6532197 0.334893138 8.919572e-02 NA
## 94 0.6370618 0.346888714 9.648903e-02 NA
## 95 0.5945842 0.351303284 1.017187e-01 NA
## 96 0.5666232 0.351979514 1.068093e-01 NA
## 97 0.5331643 0.348504463 1.130291e-01 NA
## 98 0.5557034 0.344076942 1.198412e-01 NA
## 99 0.5745182 0.371954088 1.267665e-01 NA
## 100 0.2952255 0.354300489 1.389922e-01 NA
## 101 0.8074924 0.353259436 1.674964e-01 NA
## 102 0.7100292 0.412779782 1.627684e-01 NA
## 103 0.5215665 0.420062048 1.700393e-01 NA
## 104 0.6509573 0.745304906 1.110724e-01 0.459093678
## 105 0.6261044 0.703166347 1.149228e-01 0.443064594
## 106 0.6397689 0.692672455 1.173399e-01 0.460530536
## 107 0.5745152 0.655255539 1.219585e-01 0.469586510
## 108 0.6049346 0.662115414 1.304784e-01 0.468906904
## 109 0.6083770 0.665774836 1.409168e-01 0.485637144
## 110 0.6253397 0.681793284 1.487525e-01 0.487401776
## 111 0.6259806 0.679189923 1.533386e-01 0.502568367
## 112 0.5839073 0.684456310 1.638918e-01 0.476703643
## 113 0.5802462 0.690048271 1.768285e-01 0.473957540
## 114 0.3963930 0.688999211 1.796469e-01 0.464547965
## 115 0.7451021 0.694929304 1.870353e-01 0.431725636
## 116 0.6521489 0.698300151 1.913808e-01 NA
## 117 0.6668442 0.701236510 NA NA
## 118 0.6029814 0.917794282 2.672068e-01 1.000000000
## 119 0.6142573 0.821767609 2.787256e-01 NA
## 120 0.6209312 0.793500514 2.363834e-01 0.889116144
## 121 0.6150696 0.777407426 2.830412e-01 0.813221502
## 122 0.5688129 0.756590740 3.556330e-01 0.721434725
## 123 0.6644327 0.737432344 4.196259e-01 0.665880071
## 124 0.5529279 0.720524540 3.265873e-01 0.670174854
## 125 0.5917974 0.701990506 3.222128e-01 NA
## 126 0.6049791 0.695674300 3.230700e-01 NA
## 127 0.5375347 0.685900870 3.333953e-01 0.673093151
## 128 0.2321629 0.681408478 3.469776e-01 NA
## 129 0.5854653 0.681572105 4.088555e-01 0.702321771
## 130 0.6024896 0.682403498 3.724338e-01 NA
## 131 0.4914873 0.680978455 NA NA
## 132 NA NA NA NA
## 133 NA NA NA NA
## 134 NA NA NA NA
## 135 NA NA NA NA
## 136 NA NA NA NA
## 137 0.5874752 0.488924985 3.821639e-02 0.241952141
## 138 0.6322649 0.490519247 4.453644e-02 0.229054715
## 139 0.6063887 0.489050720 4.174102e-02 0.213004081
## 140 0.5860905 0.486762222 4.715529e-02 0.220684413
## 141 0.5737028 0.520610624 4.890267e-02 0.222639644
## 142 0.5942342 0.508403373 5.290068e-02 0.230032752
## 143 0.5998663 0.514111282 5.665271e-02 0.222732773
## 144 0.5937029 0.510793567 5.649353e-02 0.214107182
## 145 0.6013731 0.530838564 5.875355e-02 0.203802357
## 146 0.6038349 0.526804412 6.363302e-02 0.184945227
## 147 0.3075032 0.531305812 7.312952e-02 0.208557174
## 148 0.8622262 0.559844107 9.294743e-02 0.201379669
## 149 0.6038854 0.564107797 9.686928e-02 0.173666662
## 150 0.6217784 0.566793919 NA 0.166408941
## 151 0.5882880 0.986215328 5.584858e-01 0.470203523
## 152 0.5594858 0.989433755 5.733864e-01 0.453223977
## 153 0.5796493 0.990394086 5.875880e-01 0.432197104
## 154 0.5760067 0.992663249 6.064917e-01 0.430072990
## 155 0.5862494 0.994795803 6.506034e-01 0.421443738
## 156 0.5980139 0.994815262 6.887103e-01 0.318069768
## 157 0.5667112 0.995641355 7.115262e-01 0.305361193
## 158 0.5872901 0.997565304 7.326469e-01 0.332071137
## 159 0.6046766 0.997154126 7.639126e-01 0.314998482
## 160 0.5959568 0.999833050 7.969834e-01 0.320384624
## 161 0.4481207 0.996787327 9.704688e-01 0.358549953
## 162 0.7026572 0.992825115 9.677816e-01 0.360992464
## 163 0.5964838 0.997117558 1.000000e+00 NA
## 164 0.6034539 1.000000000 NA NA
## 165 0.5605215 0.414731729 1.832638e-02 0.138504473
## 166 0.5956696 0.471406241 1.832150e-02 0.148854166
## 167 0.5627525 0.410744893 1.934738e-02 0.152010809
## 168 0.5838156 0.464025079 2.188012e-02 0.141906061
## 169 0.6063011 0.504036401 2.308096e-02 0.150317777
## 170 0.5983425 0.519058011 2.490372e-02 0.154173890
## 171 0.5587585 0.548139239 2.505315e-02 0.146791988
## 172 0.5706096 0.507910683 2.428593e-02 0.147254264
## 173 0.5840892 0.506135936 2.535638e-02 0.162937479
## 174 0.6053065 0.563684702 2.873905e-02 0.168201168
## 175 0.4449064 0.496977364 2.939647e-02 0.177003580
## 176 0.7214338 0.425882869 3.127846e-02 0.160730414
## 177 0.6137102 0.458213663 3.561896e-02 0.171344013
## 178 0.5910637 0.521024006 NA 0.167029922
## 179 0.3451319 0.010307727 1.534544e-03 NA
## 180 0.6468201 0.013759025 9.688058e-05 NA
## 181 0.5065068 0.012991932 2.158086e-04 NA
## 182 0.6143441 0.010240895 4.225936e-04 NA
## 183 0.5754286 0.014538677 3.993617e-04 0.043944594
## 184 0.5347428 0.013000605 7.498453e-04 0.052803061
## 185 0.5473027 0.010517926 7.603382e-04 0.012506575
## 186 0.5678342 0.009073480 5.111216e-04 0.022055012
## 187 0.5452731 0.010485706 8.832416e-04 0.034016657
## 188 0.4515066 0.009134641 2.471125e-04 0.044560661
## 189 0.4087388 0.000000000 2.037908e-04 0.011062262
## 190 0.4532011 0.005254615 1.555601e-04 0.000000000
## 191 0.4572273 0.007869474 0.000000e+00 0.002752765
## 192 0.4513569 0.007178393 NA NA
## 193 0.5798660 0.293544483 1.861123e-02 NA
## 194 0.5844650 0.329781662 2.051232e-02 NA
## 195 0.5938652 0.272649983 1.808541e-02 0.436150829
## 196 0.5580211 0.292427777 1.925073e-02 0.399513122
## 197 0.5666268 0.366568270 1.884856e-02 0.504320044
## 198 0.5892865 0.350950591 1.881793e-02 0.445917665
## 199 0.5915075 0.396347885 2.123251e-02 0.418501794
## 200 0.6186897 0.337127012 2.112892e-02 0.388250412
## 201 0.5915488 0.341873813 2.209235e-02 0.415170469
## 202 0.5563853 0.348146957 2.291858e-02 0.404474926
## 203 0.2375277 0.421573402 2.498912e-02 0.408255264
## 204 0.8389037 0.419777980 2.915731e-02 0.393956349
## 205 0.6042795 0.425134291 3.145570e-02 0.275890381
## 206 0.5875749 0.433550446 NA 0.241786568
## 207 0.4830526 0.483491151 3.426978e-02 0.442263378
## 208 0.5725581 0.514364266 3.610297e-02 0.433297099
## 209 0.5065556 0.504643380 3.243348e-02 0.419999477
## 210 0.5391754 0.504677192 3.596271e-02 0.431955077
## 211 0.5452872 0.507513128 3.764155e-02 0.411667978
## 212 0.5531528 0.513478677 4.546301e-02 0.363314271
## 213 0.5674095 0.517511855 4.867364e-02 0.351187011
## 214 0.5583086 0.522865597 5.744352e-02 0.346491703
## 215 0.5850799 0.528126367 5.724105e-02 0.359742729
## 216 0.5580691 0.547313941 6.016035e-02 0.338166249
## 217 0.2485767 0.533466299 6.229912e-02 0.377310047
## 218 0.6589982 0.537174736 7.721980e-02 0.378495502
## 219 0.6822549 0.553001930 1.012333e-01 0.354614488
## 220 0.5976326 0.553353940 NA 0.380504793
## 221 NA NA NA NA
## 222 NA NA NA NA
## 223 NA NA NA NA
## 224 NA NA NA NA
## 225 NA NA NA NA
## 226 0.6342472 0.608996296 6.237180e-02 0.318614851
## 227 0.5923495 0.606016710 6.890207e-02 0.315778148
## 228 0.5970768 0.615998476 7.398682e-02 0.314003193
## 229 0.5233564 0.616979448 7.786768e-02 0.281669070
## 230 0.5719932 0.627833400 7.495131e-02 0.329925308
## 231 0.5815805 0.629449044 7.867879e-02 0.328440991
## 232 0.5584113 0.635682432 7.939300e-02 0.303177405
## 233 0.5621599 0.638821567 7.863614e-02 0.272090426
## 234 0.5646485 0.636140077 7.774509e-02 0.249832571
## 235 0.4982613 0.631439995 7.811844e-02 NA
## 236 0.2784340 0.652454886 8.878034e-02 0.280980786
## 237 0.6872277 0.630268517 8.873911e-02 0.259326660
## 238 0.6184087 0.631133760 1.008696e-01 NA
## 239 0.6012222 0.638223759 NA NA
## 240 0.6191789 0.387456069 1.931265e-02 0.279569796
## 241 0.6726120 0.393810466 2.062900e-02 NA
## 242 0.6778571 0.398593553 2.290910e-02 NA
## 243 0.6344630 0.413339754 2.472134e-02 NA
## 244 0.6310803 0.428472185 2.871492e-02 0.244988922
## 245 0.6316291 0.435686769 3.326887e-02 0.244569766
## 246 0.6256297 0.442723533 3.744720e-02 0.244802621
## 247 0.6279475 0.450651299 4.137782e-02 0.268654312
## 248 0.4050154 0.456892862 4.314688e-02 0.200987142
## 249 0.4186273 0.462509634 4.252930e-02 0.289546868
## 250 0.4517799 0.457668536 4.241860e-02 0.287963478
## 251 0.7906178 0.463370208 5.583436e-02 0.245279312
## 252 0.6047351 0.466527878 5.181516e-02 0.220104229
## 253 0.6250169 0.471687912 NA NA
## 254 NA NA NA NA
## 255 NA NA NA NA
## 256 NA NA NA NA
## 257 NA NA NA NA
## 258 NA NA NA NA
## 259 0.6548236 0.598975997 1.054683e-01 NA
## 260 0.8173228 0.628918495 1.071924e-01 0.165272199
## 261 0.7542038 0.629261339 1.090356e-01 NA
## 262 0.6630271 0.625001770 1.270895e-01 NA
## 263 0.6161373 0.619395332 1.454442e-01 0.166565918
## 264 0.6339707 0.604223779 1.601880e-01 0.183184913
## 265 0.6146919 0.574591347 1.810988e-01 0.188569348
## 266 0.6477465 0.584869064 2.020863e-01 0.194142654
## 267 0.5981146 0.551790247 2.108574e-01 0.190677217
## 268 0.5777883 0.526135925 2.285705e-01 0.159604386
## 269 0.0000000 0.453344505 2.257859e-01 0.263924541
## 270 0.9624692 0.502229619 2.473903e-01 0.212915249
## 271 0.8013531 0.452587011 2.717648e-01 0.183204756
## 272 0.7058906 0.529990094 NA NA
## 273 NA NA NA NA
## 274 NA NA NA NA
## 275 NA NA NA NA
## 276 NA NA NA NA
## 277 NA NA NA NA
## 278 0.7518799 0.295055173 3.336547e-02 0.140112991
## 279 0.6926861 0.301378029 3.345972e-02 0.122535782
## 280 0.6847392 0.322255690 3.742384e-02 0.144896267
## 281 0.6747665 0.335455158 4.227211e-02 0.177198497
## 282 0.5747799 0.333808983 4.842035e-02 0.211585319
## 283 0.5952743 0.343343148 4.992173e-02 0.235160170
## 284 0.6089313 0.333815836 5.301351e-02 0.221691773
## 285 0.5648767 0.330822046 5.510524e-02 0.231881034
## 286 0.5955071 0.324563349 6.013840e-02 0.213131736
## 287 0.5502425 0.329592166 6.319149e-02 0.222490418
## 288 0.1967584 0.280298074 7.624350e-02 0.260176199
## 289 0.8832590 0.321796954 9.108900e-02 0.231527433
## 290 0.5854057 0.329255464 8.660242e-02 0.223415855
## 291 0.4896793 0.334045175 NA 0.258088152
## 292 0.7330292 0.407003368 3.972919e-02 0.055589529
## 293 0.5878874 0.414985650 4.493409e-02 0.054896937
## 294 0.5769059 0.430177249 4.569138e-02 NA
## 295 0.6380557 0.445548693 4.824394e-02 0.205737004
## 296 0.6998061 0.445349220 4.604653e-02 0.205241333
## 297 0.6974563 0.451491146 4.855250e-02 0.203651651
## 298 0.6911179 0.470440774 6.009911e-02 0.224911009
## 299 0.6360410 0.457685232 6.292949e-02 0.230928660
## 300 0.7012725 0.466260137 6.425258e-02 0.230751263
## 301 0.6484358 0.489124597 6.994528e-02 0.241494080
## 302 0.3184608 0.469876700 8.212296e-02 0.282455480
## 303 0.8504069 0.459131547 9.692102e-02 0.216011827
## 304 0.6451715 0.470782048 8.740985e-02 0.232653935
## 305 0.5771310 0.480587109 NA NA
## 306 0.4576362 0.561606460 NA NA
## 307 0.6166269 0.564383120 NA NA
## 308 0.6579520 0.582820425 NA NA
## 309 0.5396770 0.584522379 NA NA
## 310 0.3950921 0.584380540 NA NA
## 311 NA 0.586673941 NA NA
## 312 NA 0.583518213 NA NA
## 313 NA 0.573437987 NA NA
## 314 NA 0.558305599 NA NA
## 315 NA 0.529988907 2.622149e-03 NA
## 316 NA 0.514192345 3.613981e-03 NA
## 317 NA 0.513411076 3.341545e-03 NA
## 318 NA 0.512880408 7.035130e-03 NA
## 319 NA 0.506555630 NA NA
## 320 NA NA NA NA
## 321 NA NA NA NA
## 322 NA NA NA NA
## 323 NA NA NA NA
## 324 NA NA NA NA
## NY.GNS.ICTR.ZS SI.POV.UMIC 1.0.HCount.1.90usd 3.2.Gini 3.1.Gini
## 1 0.31761292 0.8506271 0.9443768 0.68609604 NA
## 2 0.31766232 0.8768529 0.9701049 0.75023555 NA
## 3 0.27687973 0.8882554 0.9652305 0.82575260 NA
## 4 0.24001076 0.8871152 0.9594817 0.83974796 NA
## 5 0.26595432 0.8722919 0.9612586 0.81319704 NA
## 6 0.20774695 NA NA NA NA
## 7 0.21923549 0.8745724 NA NA NA
## 8 0.16283599 0.8939567 NA NA NA
## 9 0.10202422 0.8631699 NA NA NA
## 10 0.18541700 0.8358039 NA NA NA
## 11 0.23339087 0.7970353 NA NA NA
## 12 0.39316918 0.8437856 NA NA NA
## 13 0.31354949 0.8472064 NA NA NA
## 14 0.26532672 0.8187001 NA NA NA
## 15 0.36328792 NA NA NA NA
## 16 0.46254672 NA NA NA NA
## 17 0.40333596 NA NA NA NA
## 18 0.33400152 NA NA NA NA
## 19 0.34022274 NA NA NA NA
## 20 0.42389310 NA NA NA NA
## 21 0.44403208 NA NA NA NA
## 22 0.34963416 NA NA NA NA
## 23 0.24687504 0.7810718 NA NA NA
## 24 0.26658625 NA NA NA NA
## 25 0.51233346 NA NA NA NA
## 26 0.50302568 NA NA NA NA
## 27 0.38235590 NA NA NA NA
## 28 0.48598278 NA NA NA NA
## 29 0.59054281 NA NA NA NA
## 30 0.64385156 0.7172178 0.6556397 0.90559087 0.2514914
## 31 0.62121920 0.7103763 0.6011502 0.87102709 0.2396336
## 32 0.55575347 0.7366021 0.6680532 0.78661903 0.2481392
## 33 0.44314874 0.7480046 0.7118725 0.70715126 0.2730523
## 34 0.20451919 0.7434436 NA NA NA
## 35 0.24820107 0.7354618 NA NA NA
## 36 0.27132780 0.7423033 NA NA NA
## 37 0.27389679 0.7628278 NA NA NA
## 38 0.20372056 0.8027366 NA NA NA
## 39 0.14153889 0.7833523 NA NA NA
## 40 0.19116259 0.8107184 NA NA NA
## 41 0.19444605 0.7947548 NA NA NA
## 42 0.12478054 0.8175599 NA NA NA
## 43 0.33469694 NA NA NA NA
## 44 0.36370139 0.6385405 NA NA NA
## 45 0.33018431 0.6602052 NA NA NA
## 46 0.34737866 0.6887115 NA NA NA
## 47 0.27413709 0.7058153 NA NA NA
## 48 0.21586228 0.6944128 NA NA NA
## 49 0.17564888 0.6750285 NA NA NA
## 50 0.18131338 0.6727480 NA NA NA
## 51 0.14971360 0.6795895 NA NA NA
## 52 0.13313496 0.6864310 NA NA NA
## 53 0.22544668 0.7685291 NA NA NA
## 54 0.31124577 0.6579247 NA NA NA
## 55 0.26762765 0.7172178 NA NA NA
## 56 0.25257730 0.7388826 NA NA NA
## 57 NA NA NA NA NA
## 58 NA NA 0.7757805 0.13158054 0.4236933
## 59 NA NA 0.8202451 0.15808835 0.4555561
## 60 NA NA NA NA NA
## 61 NA NA 0.8656690 0.22708101 0.5273663
## 62 0.38952523 0.9977195 NA NA NA
## 63 0.44560424 0.9977195 NA NA NA
## 64 0.44781323 0.9942987 NA NA NA
## 65 0.47247827 0.9942987 NA NA NA
## 66 0.49249052 0.9942987 NA NA NA
## 67 0.39885008 0.9942987 NA NA NA
## 68 0.38349553 0.9942987 NA NA NA
## 69 0.40886781 0.9977195 NA NA NA
## 70 0.39934268 0.9977195 NA NA NA
## 71 0.42398433 0.9977195 NA NA NA
## 72 0.39494800 1.0000000 NA NA NA
## 73 0.53349748 NA NA NA NA
## 74 0.56187572 NA NA NA NA
## 75 0.48418241 NA NA NA NA
## 76 0.61880977 NA NA NA NA
## 77 0.47570317 0.7377423 0.9814095 0.23262558 0.5579738
## 78 0.54042184 NA NA NA NA
## 79 0.51129115 0.8415051 1.0000000 0.26299895 0.5797776
## 80 0.47546202 NA NA NA NA
## 81 0.51374345 0.8722919 NA NA NA
## 82 0.45398018 NA NA NA NA
## 83 0.40875322 0.9030787 NA NA NA
## 84 0.40009706 NA NA NA NA
## 85 0.40273627 NA NA NA NA
## 86 0.38128422 0.8768529 NA NA NA
## 87 0.29196533 NA NA NA NA
## 88 0.29964636 0.9407070 NA NA NA
## 89 0.39045719 NA NA NA NA
## 90 0.35842406 0.4355758 0.6503151 0.00000000 0.5936534
## 91 0.39072431 0.4675029 0.7231568 0.10019092 0.6140217
## 92 0.35535303 0.4880274 0.6978408 0.18272507 0.5599705
## 93 0.34876226 0.5153934 0.7453849 0.15631702 0.6424549
## 94 0.34753856 0.5404789 0.7670894 0.15883212 0.5908299
## 95 0.31899300 0.5496009 NA NA NA
## 96 0.32291379 0.5484607 NA NA NA
## 97 0.30927218 0.5541619 NA NA NA
## 98 0.28253045 0.5541619 NA NA NA
## 99 0.27575279 0.5461802 NA NA NA
## 100 0.21252615 0.4583808 NA NA NA
## 101 0.16251012 0.5039909 NA NA NA
## 102 0.17990928 0.5473204 NA NA NA
## 103 0.09908415 0.5769669 NA NA NA
## 104 0.26205805 0.7913341 0.9662097 0.53784514 0.5351748
## 105 0.18934726 0.7799316 0.9593632 0.46494444 0.5848975
## 106 0.19076117 0.7958951 0.9609785 0.48548186 0.5733159
## 107 0.19063564 0.7958951 0.9624976 0.44434989 0.5847129
## 108 0.17833661 0.7970353 0.9663333 0.48695519 0.5349799
## 109 0.21924603 0.8061574 NA NA NA
## 110 0.26492717 0.8118586 NA NA NA
## 111 0.20549163 0.8255416 NA NA NA
## 112 0.21057220 0.8175599 NA NA NA
## 113 0.19268548 0.8152794 NA NA NA
## 114 0.22876077 0.7400228 NA NA NA
## 115 0.21587320 0.8027366 NA NA NA
## 116 0.19468573 0.8107184 NA NA NA
## 117 0.20783963 0.8312429 NA NA NA
## 118 NA NA NA NA NA
## 119 NA NA NA NA NA
## 120 NA NA NA NA NA
## 121 NA NA NA NA NA
## 122 NA NA NA NA NA
## 123 NA NA NA NA NA
## 124 NA NA NA NA NA
## 125 NA NA NA NA NA
## 126 NA NA NA NA NA
## 127 NA NA NA NA NA
## 128 NA NA NA NA NA
## 129 NA NA NA NA NA
## 130 NA NA NA NA NA
## 131 NA NA NA NA NA
## 132 NA NA 0.9170099 0.42099994 0.8117557
## 133 NA NA 0.9028631 0.40675409 0.8045084
## 134 NA NA 0.9182679 0.50383736 0.9087701
## 135 NA NA 0.9311847 0.38966867 0.9174039
## 136 NA NA NA NA NA
## 137 0.18878202 0.3808438 0.6908032 0.80150881 0.8740303
## 138 0.13523587 0.3671608 0.8232406 0.88965283 1.0000000
## 139 0.12084504 0.3956670 0.8412929 0.95857570 0.9806054
## 140 0.05557703 0.4458381 0.8859852 0.80179995 0.9594366
## 141 0.10892487 0.4435576 0.8995265 0.95768293 0.9671514
## 142 0.13587447 0.4743444 NA NA NA
## 143 0.18539350 0.4937286 NA NA NA
## 144 0.23409563 0.5222349 NA NA NA
## 145 0.25442080 0.5598632 NA NA NA
## 146 0.34933335 0.6100342 NA NA NA
## 147 0.35250594 NA NA NA NA
## 148 0.38994135 0.6237172 NA NA NA
## 149 0.29230969 0.6328392 NA NA NA
## 150 0.34419391 0.6647662 NA NA NA
## 151 0.24686496 0.9806157 NA NA NA
## 152 0.28150453 0.9806157 NA NA NA
## 153 0.35564226 0.9806157 NA NA NA
## 154 0.36232363 0.9828962 NA NA NA
## 155 0.40201958 0.9806157 NA NA NA
## 156 0.40353599 0.9806157 NA NA NA
## 157 0.36215566 0.9828962 NA NA NA
## 158 0.37741782 0.9806157 NA NA NA
## 159 0.38660473 0.9828962 NA NA NA
## 160 0.39383496 0.9863170 NA NA NA
## 161 0.35591415 0.9885975 NA NA NA
## 162 0.33289001 0.9942987 NA NA NA
## 163 0.35720577 0.9806157 NA NA NA
## 164 0.32250961 0.9828962 NA NA NA
## 165 0.11121873 NA NA NA NA
## 166 0.09240023 NA NA NA NA
## 167 0.10800136 NA NA NA NA
## 168 0.10949580 NA NA NA NA
## 169 0.11571558 0.4948689 0.5889165 0.47805218 0.7020648
## 170 0.18121980 NA NA NA NA
## 171 0.22655823 NA NA NA NA
## 172 0.22512041 NA NA NA NA
## 173 0.22083460 NA NA NA NA
## 174 0.29364431 NA NA NA NA
## 175 0.36096469 NA NA NA NA
## 176 0.37637913 NA NA NA NA
## 177 0.33524484 NA NA NA NA
## 178 0.39735935 0.4663626 NA NA NA
## 179 0.56443199 NA NA NA NA
## 180 0.35945793 NA NA NA NA
## 181 0.20505684 0.0000000 NA NA NA
## 182 0.18722498 NA NA NA NA
## 183 0.10976860 NA NA NA NA
## 184 0.13712200 NA NA NA NA
## 185 0.14197079 NA NA NA NA
## 186 0.26149666 NA NA NA NA
## 187 0.12516853 NA NA NA NA
## 188 0.25914879 NA NA NA NA
## 189 0.33177272 NA NA NA NA
## 190 0.17493893 NA NA NA NA
## 191 0.10958180 NA NA NA NA
## 192 0.10122342 NA NA NA NA
## 193 0.32543210 0.3728620 0.2877654 0.42417424 0.2977835
## 194 0.36723923 0.3648803 0.1275032 0.16149646 0.0000000
## 195 0.26958479 0.3101482 0.0000000 0.08349718 0.0859794
## 196 0.14935017 0.3318130 0.1186145 0.33763775 0.2976650
## 197 0.22247920 0.3420753 0.2639793 0.37478323 0.5925021
## 198 0.40269748 0.3443558 NA NA NA
## 199 0.42994453 0.3740023 NA NA NA
## 200 0.52895694 0.3625998 NA NA NA
## 201 0.39925447 0.3660205 NA NA NA
## 202 0.40174283 0.3842645 NA NA NA
## 203 0.48490850 NA NA NA NA
## 204 0.35181982 NA NA NA NA
## 205 0.37999153 NA NA NA NA
## 206 0.37750809 0.3979475 NA NA NA
## 207 0.17555574 NA NA NA NA
## 208 0.00000000 NA NA NA NA
## 209 0.08792867 NA NA NA NA
## 210 0.12189064 NA NA NA NA
## 211 0.20314464 NA NA NA NA
## 212 0.35027564 NA NA NA NA
## 213 0.45829591 NA NA NA NA
## 214 0.47115008 NA NA NA NA
## 215 0.49655705 0.7970353 NA NA NA
## 216 0.51274126 NA NA NA NA
## 217 NA NA NA NA NA
## 218 NA 0.7445838 NA NA NA
## 219 NA NA NA NA NA
## 220 NA NA NA NA NA
## 221 NA NA 0.7223222 0.55458260 0.6333024
## 222 NA NA NA NA NA
## 223 NA NA 0.7540688 0.43693968 0.5414958
## 224 NA NA NA NA NA
## 225 NA NA 0.7683007 0.41436484 0.6513136
## 226 0.38264687 0.4777651 NA NA NA
## 227 0.38736059 NA NA NA NA
## 228 0.38402183 0.5028506 NA NA NA
## 229 0.28248958 NA NA NA NA
## 230 0.30001235 0.4743444 NA NA NA
## 231 0.36058925 NA NA NA NA
## 232 0.39215518 0.5746864 NA NA NA
## 233 0.43685655 NA NA NA NA
## 234 0.46876623 0.6031927 NA NA NA
## 235 0.48003455 NA NA NA NA
## 236 0.49420338 0.5895097 NA NA NA
## 237 0.47544859 NA NA NA NA
## 238 0.40817094 0.6932725 NA NA NA
## 239 0.40153157 NA NA NA NA
## 240 0.26463227 NA NA NA NA
## 241 0.37890544 NA NA NA NA
## 242 0.38763658 NA NA NA NA
## 243 0.34005730 NA NA NA NA
## 244 0.43740897 0.4754846 0.7408176 0.52437096 0.7650259
## 245 0.54116020 NA NA NA NA
## 246 0.50564999 NA NA NA NA
## 247 0.50227081 NA NA NA NA
## 248 0.48738475 NA NA NA NA
## 249 0.54402353 NA NA NA NA
## 250 0.51651646 NA NA NA NA
## 251 0.34869806 NA NA NA NA
## 252 0.36488177 NA NA NA NA
## 253 0.78557728 NA NA NA NA
## 254 NA NA 0.8213458 0.42035493 0.4436906
## 255 NA NA 0.8500071 0.41215854 0.4126322
## 256 NA NA 0.8289914 0.43197260 0.4256134
## 257 NA NA 0.9048378 0.45316527 0.4146388
## 258 NA NA 0.8603899 0.50922173 0.4473937
## 259 0.58705227 0.6613455 NA NA NA
## 260 0.77373209 0.6966933 NA NA NA
## 261 0.85025337 0.7023945 NA NA NA
## 262 0.88821079 0.7092360 NA NA NA
## 263 0.78312116 0.7274800 NA NA NA
## 264 0.92577460 0.7548461 NA NA NA
## 265 0.85927863 0.7708096 NA NA NA
## 266 0.93217020 0.7696693 NA NA NA
## 267 0.83392054 0.7947548 NA NA NA
## 268 0.83491622 0.8027366 NA NA NA
## 269 0.58380649 NA NA NA NA
## 270 0.73137015 0.7742303 NA NA NA
## 271 0.91886005 NA NA NA NA
## 272 1.00000000 0.7799316 NA NA NA
## 273 NA NA 0.8128420 0.88103605 0.8212364
## 274 NA NA 0.8320706 0.93404941 0.7472028
## 275 NA NA 0.8427488 0.96122099 0.7497378
## 276 NA NA 0.8639001 0.97387775 0.7896033
## 277 NA NA 0.8913640 1.00000000 0.8295060
## 278 0.50329727 0.4846066 NA NA NA
## 279 0.54882476 0.5222349 NA NA NA
## 280 0.51853622 0.5518814 NA NA NA
## 281 0.50451909 0.5575827 NA NA NA
## 282 0.45847099 0.5724059 NA NA NA
## 283 0.43729306 0.5781072 NA NA NA
## 284 0.42807251 0.5906499 NA NA NA
## 285 0.43592868 0.5803877 NA NA NA
## 286 0.42903963 0.6043330 NA NA NA
## 287 0.44036509 0.6225770 NA NA NA
## 288 0.41013213 0.4572406 NA NA NA
## 289 0.42104398 0.5553022 NA NA NA
## 290 0.35335063 0.5746864 NA NA NA
## 291 0.38952663 0.5689852 NA NA NA
## 292 0.36085379 0.5267959 NA NA NA
## 293 0.31033442 0.5473204 NA NA NA
## 294 0.32594455 0.5541619 NA NA NA
## 295 0.35099310 0.5575827 NA NA NA
## 296 0.39947625 0.6237172 NA NA NA
## 297 0.46338697 0.6704675 NA NA NA
## 298 0.47217145 0.6932725 NA NA NA
## 299 0.48735868 0.7343216 NA NA NA
## 300 0.56140406 0.7673888 NA NA NA
## 301 0.57107275 0.7913341 NA NA NA
## 302 0.51793898 0.7582668 NA NA NA
## 303 0.69973116 0.7571266 NA NA NA
## 304 0.69331820 0.7753706 NA NA NA
## 305 0.68633317 0.8129989 NA NA NA
## 306 0.82958130 NA NA NA NA
## 307 0.79726546 NA NA NA NA
## 308 0.61885636 NA NA NA NA
## 309 0.37918283 NA NA NA NA
## 310 0.01290653 NA NA NA NA
## 311 NA NA NA NA NA
## 312 NA NA NA NA NA
## 313 NA NA NA NA NA
## 314 NA NA NA NA NA
## 315 NA NA NA NA NA
## 316 NA NA NA NA NA
## 317 NA NA NA NA NA
## 318 NA NA NA NA NA
## 319 NA NA NA NA NA
## 320 NA NA NA NA NA
## 321 NA NA NA NA NA
## 322 NA NA NA NA NA
## 323 NA NA NA NA NA
## 324 NA NA NA NA NA
## SI.POV.GAPS 1.1.HCount.Ofcl 1.2.HCount.Ofcl SP.POP.TOTL SP.ADO.TFRT
## 1 0.9664430 NA 0.92268041 0.877557968 0.40904960
## 2 0.9731544 NA 0.98109966 0.876237068 0.40095717
## 3 0.9731544 NA 1.00000000 0.874948760 0.41944310
## 4 0.9731544 NA NA 0.873691316 0.40733830
## 5 0.9731544 NA NA 0.872371462 0.40241709
## 6 NA NA NA 0.871017761 0.42885043
## 7 0.9731544 NA NA 0.869752645 0.47805279
## 8 0.9731544 NA NA 0.868591297 0.51448323
## 9 0.9597315 NA NA 0.867497472 0.56375326
## 10 0.9597315 NA NA 0.866545326 0.64279223
## 11 0.9530201 NA NA 0.865892297 0.74198008
## 12 0.9597315 NA NA 0.865532710 0.77052113
## 13 0.9731544 NA NA 0.865246922 0.79733153
## 14 0.9798658 NA NA 0.864856907 0.79107609
## 15 NA NA NA 1.000000000 0.36245770
## 16 NA NA NA 0.999978921 0.34390409
## 17 NA NA NA 0.999957653 0.34600213
## 18 NA NA NA 0.999936096 0.34630185
## 19 NA NA NA 0.999914290 0.35883206
## 20 NA NA NA 0.999892144 0.36754327
## 21 NA NA NA 0.999867123 0.36317316
## 22 NA NA NA 0.999841728 0.36567727
## 23 0.9865772 NA NA 0.999820735 0.34849657
## 24 NA NA NA 0.999803990 0.41245287
## 25 NA NA NA 0.999789097 0.48064391
## 26 NA NA NA 0.999775546 0.55023688
## 27 NA NA NA 0.999753469 0.53012666
## 28 NA NA NA 0.999728445 0.51245287
## 29 NA NA NA 0.970525231 0.27477521
## 30 0.8053691 0.3010982 0.45978988 0.970027363 0.28950981
## 31 0.7449664 0.3042449 0.49725086 0.969528616 0.30274582
## 32 0.7986577 0.3297959 0.59525773 0.969030100 0.31675529
## 33 0.8322148 0.3783673 0.56773196 0.968533140 0.33089046
## 34 0.8187919 NA NA 0.968037564 0.34325631
## 35 0.7785235 NA NA 0.967543489 0.35472300
## 36 0.8120805 NA NA 0.967051649 0.36485546
## 37 0.8791946 NA NA 0.966562158 0.37429179
## 38 0.9328859 NA NA 0.966074948 0.38455961
## 39 0.9060403 NA NA 0.965641848 0.39363821
## 40 0.9395973 NA NA 0.965280034 0.40216572
## 41 0.9194631 NA NA 0.964862233 0.41066422
## 42 0.9463087 NA NA 0.964363106 0.41948178
## 43 NA NA NA 0.422041913 0.41342937
## 44 0.8053691 NA NA 0.417311398 0.42020690
## 45 0.8456376 NA NA 0.412555264 0.42492507
## 46 0.8724832 NA NA 0.407766819 0.42819298
## 47 0.8926174 NA NA 0.402964506 0.43381997
## 48 0.8724832 NA NA 0.398211277 0.44915402
## 49 0.8389262 NA NA 0.393600977 0.48209417
## 50 0.8187919 NA NA 0.389161781 0.49963260
## 51 0.8187919 NA NA 0.384966209 0.52158948
## 52 0.8120805 NA NA 0.380936862 0.55377550
## 53 0.9328859 NA NA 0.377334345 0.58759548
## 54 0.8053691 NA NA 0.374676048 0.60490187
## 55 0.8791946 NA NA 0.372416236 0.63186696
## 56 0.9127517 NA NA 0.369922729 0.63375230
## 57 NA NA NA NA NA
## 58 NA NA NA NA NA
## 59 NA NA NA NA NA
## 60 NA NA NA NA NA
## 61 NA NA NA NA NA
## 62 0.9932886 NA NA 0.899323982 0.91544039
## 63 0.9932886 NA NA 0.898327795 0.92358117
## 64 0.9932886 NA NA 0.897209504 0.92736150
## 65 0.9865772 NA NA 0.896110870 0.93498985
## 66 0.9932886 NA NA 0.895055641 0.94307261
## 67 0.9865772 NA NA 0.894247404 0.95253795
## 68 0.9865772 NA NA 0.893033083 0.96239002
## 69 0.9865772 NA NA 0.891735179 0.96977666
## 70 0.9932886 NA NA 0.890158510 0.97871991
## 71 0.9932886 NA NA 0.888527058 0.98426955
## 72 1.0000000 NA NA 0.887301267 0.99033163
## 73 NA NA NA 0.886669978 0.99558155
## 74 NA NA NA 0.884580309 0.99918786
## 75 NA NA NA 0.881117298 1.00000000
## 76 NA NA NA 0.949607027 0.53603403
## 77 0.9664430 0.7836735 0.75085911 0.949097898 0.54858358
## 78 NA NA NA 0.948597881 0.55900609
## 79 0.9798658 0.9836735 0.87972509 0.948096119 0.58523639
## 80 NA NA NA 0.947566556 0.62046795
## 81 0.9865772 NA NA 0.947018340 0.66509717
## 82 NA NA NA 0.946362035 0.72103838
## 83 0.9865772 NA NA 0.945490393 0.78288698
## 84 NA NA NA 0.944491205 0.81726772
## 85 NA NA NA 0.943580990 0.86306681
## 86 0.9395973 NA NA 0.943064305 0.90708692
## 87 NA NA NA 0.942808144 0.97015373
## 88 0.9798658 NA NA 0.942519132 0.97213574
## 89 NA NA NA 0.942202931 0.98320603
## 90 0.6778523 0.5387755 0.52061856 0.867131546 0.26035966
## 91 0.7315436 0.6122449 0.57216495 0.865690115 0.27841052
## 92 0.7382550 0.5979592 0.60481100 0.864326686 0.27727932
## 93 0.7583893 0.6795918 0.63058419 0.863024292 0.29716717
## 94 0.7852349 0.7081633 0.67010309 0.861787437 0.33273712
## 95 0.8053691 NA NA 0.860578479 0.37174901
## 96 0.8053691 NA NA 0.859181051 0.40022237
## 97 0.8255034 NA NA 0.857108196 0.40848883
## 98 0.8187919 NA NA 0.854438139 0.41636856
## 99 0.7852349 NA NA 0.851797571 0.42499275
## 100 0.5973154 NA NA 0.849639700 0.43846079
## 101 0.7046980 NA NA 0.847971484 0.44679493
## 102 0.7583893 NA NA 0.846328389 0.46466209
## 103 0.7986577 NA NA 0.844585360 0.47144929
## 104 0.9395973 0.9938776 0.76632302 0.987340751 0.43679783
## 105 0.9328859 1.0000000 0.75429553 0.987179747 0.41344871
## 106 0.9395973 1.0000000 0.78006873 0.987018056 0.41180509
## 107 0.9395973 0.9857143 0.78006873 0.986862008 0.45492604
## 108 0.9395973 0.9346939 0.75773196 0.986709668 0.46970898
## 109 0.9395973 NA NA 0.986557487 0.49942957
## 110 0.9463087 NA NA 0.986411160 0.53039737
## 111 0.9597315 NA NA 0.986273146 0.55216088
## 112 0.9395973 NA NA 0.986139728 0.57264817
## 113 0.9597315 NA NA 0.986014995 0.63944697
## 114 0.9127517 NA NA 0.985911087 0.72397757
## 115 0.9530201 NA NA 0.985834373 0.77698927
## 116 0.9664430 NA NA 0.985769288 0.79071836
## 117 0.9664430 NA NA 0.985698277 0.79265204
## 118 NA NA NA 0.967192649 0.52799961
## 119 NA NA NA 0.967180210 0.50928164
## 120 NA NA NA 0.967175417 0.54520932
## 121 NA NA NA 0.967190384 0.55262496
## 122 NA NA NA 0.967227420 0.56913855
## 123 NA NA NA 0.967259429 0.56186793
## 124 NA NA NA 0.967287681 0.57821715
## 125 NA NA NA 0.967340829 0.56622837
## 126 NA NA NA 0.967402727 0.54009475
## 127 NA NA NA 0.967475269 0.55242193
## 128 NA NA NA 0.967554445 0.55789423
## 129 NA NA NA 0.967716391 0.57902930
## 130 NA NA NA 0.967902729 0.58462728
## 131 NA NA NA 0.968021945 0.57585807
## 132 NA 0.5244898 0.45189003 NA NA
## 133 NA 0.5653061 0.46563574 NA NA
## 134 NA 0.5448980 0.46048110 NA NA
## 135 NA 0.5081633 0.46907216 NA NA
## 136 NA 0.6510204 0.54639175 NA NA
## 137 0.7852349 0.6714286 0.52577320 0.982820993 0.34194141
## 138 0.8187919 0.5285714 0.48453608 0.982755606 0.35235425
## 139 0.8456376 0.6693878 0.57903780 0.982684332 0.35614425
## 140 0.8724832 0.8183673 0.64261168 0.982610021 0.36394663
## 141 0.8859060 0.7795918 0.60309278 0.982537946 0.37099488
## 142 0.9194631 NA NA 0.982476017 0.37629315
## 143 0.9060403 NA NA 0.982424839 0.41744175
## 144 0.9261745 NA NA 0.982386784 0.45578652
## 145 0.9395973 NA NA 0.982368032 0.48707338
## 146 0.9530201 NA NA 0.982360528 0.48835928
## 147 NA NA NA 0.982323603 0.49666441
## 148 0.8657718 NA NA 0.982260514 0.50364498
## 149 0.8657718 NA NA 0.982187181 0.51584647
## 150 0.8859060 NA NA 0.982099597 0.52214058
## 151 0.9463087 NA NA 0.076473883 0.70945567
## 152 0.9463087 NA NA 0.069730386 0.73974669
## 153 0.9463087 NA NA 0.062873788 0.76233201
## 154 0.9463087 NA NA 0.056351612 0.78997390
## 155 0.9328859 NA NA 0.049398776 0.81255922
## 156 0.9395973 NA NA 0.042367387 0.83345258
## 157 0.9395973 NA NA 0.035395485 0.85231558
## 158 0.9328859 NA NA 0.029267554 0.86767862
## 159 0.9463087 NA NA 0.024138748 0.88050856
## 160 0.9463087 NA NA 0.019680357 0.88980953
## 161 0.9798658 NA NA 0.010125571 0.90414773
## 162 0.9865772 NA NA 0.008565343 0.91376777
## 163 0.9328859 NA NA 0.004911866 0.91469593
## 164 0.9395973 NA NA 0.000000000 0.91936575
## 165 NA NA NA 0.957620760 0.14304360
## 166 NA NA NA 0.956748020 0.12964324
## 167 NA NA NA 0.955858822 0.12411293
## 168 NA NA NA 0.954969119 0.19034129
## 169 0.8456376 0.0000000 0.36769759 0.954089284 0.20467949
## 170 NA NA NA 0.953222510 0.21727739
## 171 NA NA NA 0.952334818 0.22460601
## 172 NA NA NA 0.951442404 0.23523156
## 173 NA NA NA 0.950610567 0.25660833
## 174 NA NA NA 0.949839132 0.30099584
## 175 NA NA NA 0.949081433 0.34587644
## 176 NA NA NA 0.948360187 0.36681814
## 177 NA NA NA 0.947615325 0.37821715
## 178 0.7718121 NA NA 0.946787574 0.38640627
## 179 NA NA NA 0.971658097 0.42657836
## 180 NA NA NA 0.971324530 0.43983370
## 181 0.0000000 NA NA 0.970861680 0.44365271
## 182 NA NA NA 0.970405633 0.46275742
## 183 NA NA NA 0.969954720 0.47623513
## 184 NA NA NA 0.969506395 0.49245867
## 185 NA NA NA 0.969063426 0.50063811
## 186 NA NA NA 0.968626190 0.50963937
## 187 NA NA NA 0.968194001 0.51849560
## 188 NA NA NA 0.967767213 0.52803829
## 189 NA NA NA 0.967352727 0.53811273
## 190 NA NA NA 0.966961991 0.54844823
## 191 NA NA NA 0.966576390 0.55734313
## 192 NA NA NA 0.966176527 0.56521319
## 193 0.5033557 0.2183673 0.15979381 0.975954090 0.09569757
## 194 0.4496644 0.2224490 0.08762887 0.975431950 0.12138644
## 195 0.3422819 0.1387755 0.00000000 0.974910445 0.14224113
## 196 0.4630872 0.1551020 0.05498282 0.974389809 0.16533888
## 197 0.5234899 0.2265306 0.04467354 0.973870243 0.18169777
## 198 0.5302013 NA NA 0.973349664 0.19474040
## 199 0.4563758 NA NA 0.972826418 0.20601373
## 200 0.4899329 NA NA 0.972301135 0.21561443
## 201 0.4765101 NA NA 0.971771919 0.21739341
## 202 0.5369128 NA NA 0.971238667 0.22337813
## 203 NA NA NA 0.970712637 0.23108382
## 204 NA NA NA 0.970203851 0.23906990
## 205 NA NA NA 0.969683834 0.24609881
## 206 0.5302013 NA NA 0.969142944 0.25288601
## 207 NA NA NA 0.992742493 0.52279803
## 208 NA NA NA 0.992706850 0.54284057
## 209 NA NA NA 0.992671177 0.55335009
## 210 NA NA NA 0.992637533 0.56503916
## 211 NA NA NA 0.992607461 0.58639660
## 212 NA NA NA 0.992581205 0.60954269
## 213 NA NA NA 0.992559146 0.63244707
## 214 NA NA NA 0.992541665 0.65572851
## 215 0.9932886 NA NA 0.992528715 0.67680557
## 216 NA NA NA 0.992519229 0.68156241
## 217 NA NA NA 0.992496909 0.69053466
## 218 0.9798658 NA NA 0.992476159 0.69059267
## 219 NA NA NA 0.992471789 0.69054433
## 220 NA NA NA 0.992469871 0.69316446
## 221 NA 0.2081633 0.27147766 NA NA
## 222 NA NA NA NA NA
## 223 NA 0.2714286 0.26288660 NA NA
## 224 NA NA NA NA NA
## 225 NA 0.2795918 0.22508591 NA NA
## 226 0.8255034 NA NA 0.661370407 0.30457314
## 227 NA NA NA 0.656529897 0.29566857
## 228 0.8523490 NA NA 0.651823593 0.28944213
## 229 NA NA NA 0.647264749 0.29420864
## 230 0.8590604 NA NA 0.642958977 0.32755487
## 231 NA NA NA 0.639109409 0.37609978
## 232 0.9194631 NA NA 0.635585608 0.40702891
## 233 NA NA NA 0.632152481 0.42298173
## 234 0.9328859 NA NA 0.628644792 0.43302717
## 235 NA NA NA 0.625090428 0.43387799
## 236 0.9194631 NA NA 0.621993929 0.44143865
## 237 NA NA NA 0.619456250 0.44669825
## 238 0.9597315 NA NA 0.616572255 0.45561249
## 239 NA NA NA 0.613205071 0.46539689
## 240 NA NA NA 0.983809648 0.00000000
## 241 NA NA NA 0.983565768 0.01335203
## 242 NA NA NA 0.983319990 0.02448999
## 243 NA NA NA 0.983073250 0.03872184
## 244 0.8791946 0.5306122 0.83848797 0.982826244 0.04901866
## 245 NA NA NA 0.982578406 0.05956686
## 246 NA NA NA 0.982329601 0.07055013
## 247 NA NA NA 0.982079851 0.08008315
## 248 NA NA NA 0.981829252 0.09180122
## 249 NA NA NA 0.981579466 0.10219472
## 250 NA NA NA 0.981335559 0.11332302
## 251 NA NA NA 0.981098036 0.12745818
## 252 NA NA NA 0.980841269 0.13711689
## 253 NA NA NA 0.980563443 0.14292758
## 254 NA 0.4489796 0.80756014 NA NA
## 255 NA 0.5244898 0.82989691 NA NA
## 256 NA 0.5346939 0.84020619 NA NA
## 257 NA 0.5448980 0.85567010 NA NA
## 258 NA NA NA NA NA
## 259 0.8255034 NA NA 0.990112544 0.16736924
## 260 0.8724832 NA NA 0.989918368 0.15653099
## 261 0.8322148 NA NA 0.989721859 0.15583486
## 262 0.8791946 NA NA 0.989524387 0.15716910
## 263 0.8523490 NA NA 0.989324826 0.17472687
## 264 0.9127517 NA NA 0.989121793 0.20884656
## 265 0.9060403 NA NA 0.988915420 0.24868027
## 266 0.8926174 NA NA 0.988707345 0.28163009
## 267 0.9261745 NA NA 0.988500668 0.32027458
## 268 0.9395973 NA NA 0.988300904 0.37603210
## 269 NA NA NA 0.988125883 0.44169970
## 270 0.9261745 NA NA 0.987970041 0.48535241
## 271 NA NA NA 0.987804563 0.48789519
## 272 0.9261745 NA NA 0.987631261 0.49205260
## 273 NA 0.3081633 0.74914089 NA NA
## 274 NA 0.4081633 0.78350515 NA NA
## 275 NA 0.4714286 0.80756014 NA NA
## 276 NA 0.5734694 0.81615120 NA NA
## 277 NA 0.6142857 0.82989691 NA NA
## 278 0.7583893 NA NA 0.914027992 0.45879339
## 279 0.7785235 NA NA 0.913376257 0.45723678
## 280 0.7919463 NA NA 0.912640202 0.46571594
## 281 0.8120805 NA NA 0.911840569 0.47518128
## 282 0.8322148 NA NA 0.910950217 0.49492410
## 283 0.8389262 NA NA 0.909928760 0.51372909
## 284 0.8456376 NA NA 0.908706702 0.53182829
## 285 0.8523490 NA NA 0.907337454 0.55635696
## 286 0.8791946 NA NA 0.905625093 0.57133327
## 287 0.8993289 NA NA 0.903976175 0.58906507
## 288 0.7919463 NA NA 0.902812750 0.60728995
## 289 0.9060403 NA NA 0.901864429 0.61698733
## 290 0.9060403 NA NA 0.900909375 0.62169583
## 291 0.8859060 NA NA 0.899803024 0.62528280
## 292 0.9127517 NA NA 0.971607645 0.12496374
## 293 0.9060403 NA NA 0.971232726 0.12265300
## 294 0.9127517 NA NA 0.970859767 0.14198975
## 295 0.9261745 NA NA 0.970490897 0.18821425
## 296 0.9261745 NA NA 0.970127188 0.21749976
## 297 0.9395973 NA NA 0.969770634 0.24244417
## 298 0.9463087 NA NA 0.969422150 0.28613555
## 299 0.9731544 NA NA 0.969077216 0.31275259
## 300 0.9798658 NA NA 0.968732889 0.34434883
## 301 0.9798658 NA NA 0.968398186 0.39884946
## 302 0.9731544 NA NA 0.968056707 0.47745335
## 303 0.9798658 NA NA 0.967712481 0.50446679
## 304 0.9865772 NA NA 0.967391920 0.52840569
## 305 0.9731544 NA NA 0.967091464 0.53621773
## 306 NA NA NA 0.914843659 0.11949144
## 307 NA NA NA 0.913731535 0.11745142
## 308 NA NA NA 0.912629861 0.11799285
## 309 NA NA NA 0.911558798 0.13119018
## 310 NA NA NA 0.910537021 0.15740114
## 311 NA NA NA 0.909580960 0.19050566
## 312 NA NA NA 0.909007885 0.23246640
## 313 NA NA NA 0.909606809 0.27378904
## 314 NA NA NA 0.911871433 0.31646524
## 315 NA NA NA 0.914470082 0.32628831
## 316 NA NA NA 0.915946558 0.33341390
## 317 NA NA NA 0.916562979 0.33695253
## 318 NA NA NA 0.916637125 0.34041381
## 319 NA NA NA 0.916374607 0.33781301
## 320 NA NA NA NA NA
## 321 NA NA NA NA NA
## 322 NA NA NA NA NA
## 323 NA NA NA NA NA
## 324 NA NA NA NA NA
## SP.DYN.CBRT.IN SI.POV.GINI
## 1 0.496215878 0.45238095
## 2 0.503627538 0.49206349
## 3 0.539746333 0.54365079
## 4 0.529150791 0.55555556
## 5 0.511613341 0.52777778
## 6 0.530090297 NA
## 7 0.575812934 0.50793651
## 8 0.608904431 0.54365079
## 9 0.651860744 0.53174603
## 10 0.726499295 0.46825397
## 11 0.836264941 0.49206349
## 12 0.842371731 0.50396825
## 13 0.881830993 0.57142857
## 14 0.874628112 0.50396825
## 15 0.305182943 NA
## 16 0.303251735 NA
## 17 0.303721489 NA
## 18 0.300955165 NA
## 19 0.305287332 NA
## 20 0.319588705 NA
## 21 0.336499817 NA
## 22 0.341092959 NA
## 23 0.348504619 0.60317460
## 24 0.442924996 NA
## 25 0.494180281 NA
## 26 0.588861632 NA
## 27 0.544391670 NA
## 28 0.511300172 NA
## 29 0.114932930 NA
## 30 0.135706456 0.35714286
## 31 0.156114620 0.33730159
## 32 0.176627173 0.29761905
## 33 0.197296310 0.28968254
## 34 0.217547889 0.33333333
## 35 0.237434104 0.39285714
## 36 0.256276424 0.41666667
## 37 0.273866068 0.49603175
## 38 0.290411817 0.53571429
## 39 0.304034657 0.45634921
## 40 0.313847278 0.56349206
## 41 0.326478417 0.55158730
## 42 0.343128556 0.51587302
## 43 0.651547576 NA
## 44 0.661829949 0.08730159
## 45 0.672582076 0.06746032
## 46 0.680411295 0.09523810
## 47 0.680463490 0.12301587
## 48 0.685682969 0.12698413
## 49 0.713763766 0.06746032
## 50 0.714964247 0.07142857
## 51 0.720235920 0.04761905
## 52 0.744976251 0.06349206
## 53 0.773839971 0.24603175
## 54 0.786418915 0.08730159
## 55 0.796805679 0.12301587
## 56 0.808967065 0.13888889
## 57 NA NA
## 58 NA NA
## 59 NA NA
## 60 NA NA
## 61 NA NA
## 62 0.867529621 0.85317460
## 63 0.877968579 0.88888889
## 64 0.877968579 0.85714286
## 65 0.883188058 0.84523810
## 66 0.883188058 0.86904762
## 67 0.893627016 0.84920635
## 68 0.898846495 0.88888889
## 69 0.914504932 0.86507937
## 70 0.924943891 0.89682540
## 71 0.935382849 0.92857143
## 72 0.956260765 1.00000000
## 73 0.945821807 NA
## 74 0.982358161 NA
## 75 0.992797119 NA
## 76 0.709379404 NA
## 77 0.720496894 0.32539683
## 78 0.733075839 NA
## 79 0.741113837 0.32936508
## 80 0.748890861 NA
## 81 0.765906363 0.38888889
## 82 0.790020356 NA
## 83 0.838143953 0.38888889
## 84 0.841536615 NA
## 85 0.881100266 NA
## 86 0.925100475 0.32142857
## 87 0.978704525 NA
## 88 0.947283261 0.48015873
## 89 0.984289368 NA
## 90 0.568453468 0.01984127
## 91 0.600240096 0.06349206
## 92 0.617725351 0.09920635
## 93 0.636306697 0.09920635
## 94 0.655723159 0.10317460
## 95 0.681507386 0.16269841
## 96 0.707239418 0.17857143
## 97 0.712145728 0.21428571
## 98 0.711206222 0.18650794
## 99 0.710005741 0.15079365
## 100 0.715851558 0.06349206
## 101 0.724150530 0.00000000
## 102 0.735424605 0.01190476
## 103 0.748786471 0.04761905
## 104 0.647946135 0.28174603
## 105 0.629573569 0.25000000
## 106 0.645127616 0.26587302
## 107 0.681194217 0.23412698
## 108 0.677123023 0.25793651
## 109 0.684639073 0.26587302
## 110 0.711780364 0.25396825
## 111 0.731196827 0.26984127
## 112 0.741113837 0.28174603
## 113 0.791273031 0.27380952
## 114 0.858865285 0.23412698
## 115 0.901821598 0.25396825
## 116 0.913513231 0.31349206
## 117 0.920820502 0.33333333
## 118 0.855629208 NA
## 119 0.837726395 NA
## 120 0.865389634 NA
## 121 0.869826191 NA
## 122 0.884597317 NA
## 123 0.881204656 NA
## 124 0.914557127 NA
## 125 0.924160969 NA
## 126 0.921185866 NA
## 127 0.947492040 NA
## 128 0.968944099 NA
## 129 0.992066392 NA
## 130 1.000000000 NA
## 131 0.997703429 NA
## 132 NA NA
## 133 NA NA
## 134 NA NA
## 135 NA NA
## 136 NA NA
## 137 0.424395845 0.46031746
## 138 0.428153870 0.50793651
## 139 0.440054283 0.52777778
## 140 0.450754215 0.46428571
## 141 0.459679524 0.53571429
## 142 0.482384258 0.57539683
## 143 0.526697636 0.59920635
## 144 0.558432068 0.67857143
## 145 0.581345582 0.65476190
## 146 0.587243593 0.64682540
## 147 0.601179602 NA
## 148 0.609165405 0.63888889
## 149 0.621170207 0.64682540
## 150 0.629625763 0.60714286
## 151 0.773578997 0.59126984
## 152 0.789237434 0.55158730
## 153 0.794456913 0.55158730
## 154 0.804895871 0.56349206
## 155 0.799676392 0.53174603
## 156 0.804895871 0.53968254
## 157 0.815334830 0.54761905
## 158 0.836212746 0.54365079
## 159 0.846651704 0.52777778
## 160 0.857090662 0.52380952
## 161 0.883188058 0.59920635
## 162 0.877968579 0.61111111
## 163 0.877968579 0.53174603
## 164 0.893627016 0.52777778
## 165 0.000000000 NA
## 166 0.015919411 NA
## 167 0.030794927 NA
## 168 0.057675244 NA
## 169 0.070671747 0.26984127
## 170 0.083459471 NA
## 171 0.097291090 NA
## 172 0.138316196 NA
## 173 0.182994937 NA
## 174 0.246985751 NA
## 175 0.301581502 NA
## 176 0.334777389 NA
## 177 0.352732397 NA
## 178 0.365989874 0.39285714
## 179 0.005271674 NA
## 180 0.024270578 NA
## 181 0.059293283 0.55555556
## 182 0.091654053 NA
## 183 0.108043217 NA
## 184 0.124067018 NA
## 185 0.141917637 NA
## 186 0.165770656 NA
## 187 0.187849053 NA
## 188 0.211232319 NA
## 189 0.233989248 NA
## 190 0.255858865 NA
## 191 0.275275328 NA
## 192 0.293386920 NA
## 193 0.078553160 0.07936508
## 194 0.106738348 0.09920635
## 195 0.131269899 0.06746032
## 196 0.157523879 0.20238095
## 197 0.179184717 0.20634921
## 198 0.195051934 0.23412698
## 199 0.209666475 0.21031746
## 200 0.225324913 0.22619048
## 201 0.231170729 0.24603175
## 202 0.245837465 0.27380952
## 203 0.261913461 NA
## 204 0.276214834 NA
## 205 0.291194739 NA
## 206 0.305757085 0.32936508
## 207 0.640221306 NA
## 208 0.672843050 NA
## 209 0.700036536 NA
## 210 0.722480296 NA
## 211 0.741218226 NA
## 212 0.756981053 NA
## 213 0.776658489 NA
## 214 0.794822277 NA
## 215 0.809854377 0.78571429
## 216 0.816952868 NA
## 217 0.824938671 NA
## 218 0.828174748 0.60317460
## 219 0.833342032 NA
## 220 0.845451224 NA
## 221 NA NA
## 222 NA NA
## 223 NA NA
## 224 NA NA
## 225 NA NA
## 226 0.390938984 0.29365079
## 227 0.403256955 NA
## 228 0.415783705 0.21825397
## 229 0.431337752 NA
## 230 0.462550237 0.24603175
## 231 0.500756824 NA
## 232 0.528785427 0.32539683
## 233 0.553630148 NA
## 234 0.562868626 0.36111111
## 235 0.571219792 NA
## 236 0.587504567 0.41666667
## 237 0.598569863 NA
## 238 0.614854638 0.46031746
## 239 0.632339892 NA
## 240 0.181429093 NA
## 241 0.201576283 NA
## 242 0.219531291 NA
## 243 0.241035545 NA
## 244 0.260191033 0.35317460
## 245 0.280390417 NA
## 246 0.300694191 NA
## 247 0.322250639 NA
## 248 0.345111958 NA
## 249 0.366042069 NA
## 250 0.384727804 NA
## 251 0.405918889 NA
## 252 0.424134871 NA
## 253 0.440785010 NA
## 254 NA NA
## 255 NA NA
## 256 NA NA
## 257 NA NA
## 258 NA NA
## 259 0.356855786 0.13888889
## 260 0.357064565 0.15079365
## 261 0.370008873 0.13492063
## 262 0.386293648 0.14285714
## 263 0.400542826 0.18253968
## 264 0.416618821 0.17063492
## 265 0.434573830 0.18650794
## 266 0.456182473 0.20634921
## 267 0.485463751 0.23412698
## 268 0.535048802 0.21031746
## 269 0.579518764 NA
## 270 0.596064513 0.16666667
## 271 0.604520069 NA
## 272 0.615480975 0.24603175
## 273 NA NA
## 274 NA NA
## 275 NA NA
## 276 NA NA
## 277 NA NA
## 278 0.414270056 0.38095238
## 279 0.421264158 0.41269841
## 280 0.449449345 0.42460317
## 281 0.469805313 0.44444444
## 282 0.493501749 0.47619048
## 283 0.515319171 0.46428571
## 284 0.535309776 0.45634921
## 285 0.551542356 0.46825397
## 286 0.568453468 0.50396825
## 287 0.572472467 0.53968254
## 288 0.585155801 0.45238095
## 289 0.596221097 0.59523810
## 290 0.607442977 0.58730159
## 291 0.619917532 0.57142857
## 292 0.295109348 0.30952381
## 293 0.310559006 0.29365079
## 294 0.328774988 0.35714286
## 295 0.346677802 0.29365079
## 296 0.364163057 0.42857143
## 297 0.380134663 0.39285714
## 298 0.395740905 0.37301587
## 299 0.407745707 0.51190476
## 300 0.416149068 0.45238095
## 301 0.437966491 0.52380952
## 302 0.462654627 0.61507937
## 303 0.482801816 0.65873016
## 304 0.499295370 0.71825397
## 305 0.516206483 0.66269841
## 306 0.393809698 NA
## 307 0.397933086 NA
## 308 0.411347148 NA
## 309 0.435617725 NA
## 310 0.457539538 NA
## 311 0.481079388 NA
## 312 0.498930007 NA
## 313 0.516206483 NA
## 314 0.547575552 NA
## 315 0.601388381 NA
## 316 0.640899838 NA
## 317 0.657758756 NA
## 318 0.667884545 NA
## 319 0.664648468 NA
## 320 NA NA
## 321 NA NA
## 322 NA NA
## 323 NA NA
## 324 NA NAImputación de datos
# Imputación de datos por la media
bateria_normalizada <-bateria_normalizada%>%
mutate(across(everything(), ~ ifelse(is.na(.), round(mean(., na.rm = TRUE), 2), .)))
bateria_normalizada## NY.GDP.PCAP.KD.ZG SL.EMP.WORK.ZS SH.XPD.GHED.PP.CD SE.XPD.TOTL.GD.ZS
## 1 0.7898122 0.749836947 1.434154e-01 0.325752670
## 2 0.6741598 0.756386689 1.568058e-01 0.349118787
## 3 0.4783478 0.757883192 1.724770e-01 0.353879650
## 4 0.5754625 0.749977169 1.795422e-01 0.361709207
## 5 0.4366097 0.748459110 1.786770e-01 0.355225990
## 6 0.5830295 0.738533429 1.970698e-01 0.390990181
## 7 0.4504408 0.732280103 1.880778e-01 0.371099782
## 8 0.5902592 0.724315781 2.243202e-01 0.363236625
## 9 0.4393752 0.721612497 2.027042e-01 0.313508119
## 10 0.4597632 0.707607106 2.048024e-01 0.304358131
## 11 0.2435357 0.700552352 2.022058e-01 0.347934607
## 12 0.8232144 0.692121131 2.142080e-01 0.293104592
## 13 0.6788834 0.704698453 2.253927e-01 0.307252616
## 14 0.4824617 0.718399279 1.500000e-01 0.320000000
## 15 0.4993720 0.637624171 4.067191e-02 0.346859122
## 16 0.4682774 0.635198094 4.064560e-02 0.368873676
## 17 0.5793344 0.629079054 3.690090e-02 0.364719257
## 18 0.5996688 0.623828894 3.853868e-02 0.337114041
## 19 0.5885375 0.646892480 3.972072e-02 0.338493981
## 20 0.5568804 0.622174651 4.156178e-02 0.357706460
## 21 0.4725770 0.607090602 4.310390e-02 0.386298328
## 22 0.4214674 0.610286815 3.981169e-02 0.405960108
## 23 0.5145994 0.595611826 4.127723e-02 0.421237985
## 24 0.6139467 0.582623393 4.398052e-02 0.407280580
## 25 0.1115368 0.572380466 4.332921e-02 0.342709761
## 26 1.0000000 0.570808598 4.901039e-02 0.405883367
## 27 0.7522749 0.571465836 4.169224e-02 0.289252777
## 28 0.5102466 0.571054766 1.500000e-01 0.259853648
## 29 0.6047496 0.239206519 2.110129e-02 0.494286917
## 30 0.6353736 0.223257690 2.210142e-02 0.449159705
## 31 0.6337724 0.241047168 2.390259e-02 0.464463410
## 32 0.6811550 0.225697378 2.947829e-02 0.479575673
## 33 0.6448121 0.189582465 3.588128e-02 0.537784884
## 34 0.6288085 0.212387386 4.260102e-02 0.595165242
## 35 0.6130622 0.090667937 4.619586e-02 0.595784517
## 36 0.6119733 0.101273881 5.230538e-02 0.591181536
## 37 0.6135761 0.105995567 5.959089e-02 0.584163558
## 38 0.5583563 0.137791358 6.247343e-02 0.590646734
## 39 0.2570906 0.114001636 6.773967e-02 0.620494383
## 40 0.6785173 0.094489810 7.556155e-02 0.579530350
## 41 0.6041264 0.116804073 8.302586e-02 0.546182802
## 42 0.5834556 0.121341248 1.500000e-01 0.320000000
## 43 0.7235841 0.623401605 7.380059e-02 0.380010006
## 44 0.6246500 0.634319053 7.530822e-02 0.387652400
## 45 0.5670812 0.667924779 7.293388e-02 0.397802859
## 46 0.5975300 0.665202773 8.020204e-02 0.396401328
## 47 0.5274497 0.666740023 8.436030e-02 0.405856635
## 48 0.4141655 0.650036518 8.244800e-02 0.431090857
## 49 0.4225494 0.644746522 8.170257e-02 0.437385224
## 50 0.5526586 0.635964962 8.345042e-02 0.437940630
## 51 0.5668852 0.630434445 8.502256e-02 0.417933844
## 52 0.5519597 0.625883427 8.770825e-02 0.407149470
## 53 0.4274909 0.621726867 9.106734e-02 0.390592576
## 54 0.6582182 0.607254674 1.042424e-01 0.366915958
## 55 0.6109146 0.627150480 1.095396e-01 0.320000000
## 56 0.6068262 0.640022353 1.500000e-01 0.320000000
## 57 0.5800000 0.540000000 1.500000e-01 0.320000000
## 58 0.5800000 0.540000000 1.500000e-01 0.320000000
## 59 0.5800000 0.540000000 1.500000e-01 0.320000000
## 60 0.5800000 0.540000000 1.500000e-01 0.320000000
## 61 0.5800000 0.540000000 1.500000e-01 0.320000000
## 62 0.5912511 0.864644951 4.341703e-01 0.354788698
## 63 0.5964757 0.867468823 4.406016e-01 0.346653863
## 64 0.5546727 0.869408472 4.550704e-01 0.297539202
## 65 0.5715030 0.869564028 4.746469e-01 0.288605907
## 66 0.5883353 0.872366160 4.821360e-01 0.310562761
## 67 0.5328488 0.872345730 4.926868e-01 0.301574932
## 68 0.5332471 0.873081171 5.194026e-01 0.308219446
## 69 0.5872332 0.874243307 5.319212e-01 0.320600247
## 70 0.5722765 0.871338092 5.513249e-01 0.314477540
## 71 0.5481872 0.875289171 5.625732e-01 0.304468554
## 72 0.3644737 0.870026195 6.776568e-01 0.314388708
## 73 0.6691824 0.886722109 7.321810e-01 0.302370144
## 74 0.5913706 0.894381971 7.252212e-01 0.249843058
## 75 0.4885765 0.898802629 6.995937e-01 0.320000000
## 76 0.6716798 0.726808542 8.237327e-02 0.254152687
## 77 0.6826426 0.727076860 9.253661e-02 0.243129412
## 78 0.6815261 0.743639391 1.033036e-01 0.320000000
## 79 0.6019038 0.741972757 1.137970e-01 0.285081002
## 80 0.5581862 0.732789222 1.215962e-01 0.302635776
## 81 0.5675445 0.733723882 1.298840e-01 0.315764371
## 82 0.5510220 0.724000413 1.426160e-01 0.355659787
## 83 0.5293755 0.711603864 1.608524e-01 0.361379706
## 84 0.5968664 0.717227812 1.715650e-01 0.364852916
## 85 0.5088031 0.716953514 1.768006e-01 0.378070301
## 86 0.3384754 0.722289930 2.011673e-01 0.378382529
## 87 0.8428800 0.730241575 2.199558e-01 0.323987174
## 88 0.5800039 0.734797639 2.318291e-01 0.320000000
## 89 0.5269571 0.734260414 2.396400e-01 0.320000000
## 90 0.6298187 0.317615352 7.835939e-02 0.320000000
## 91 0.7003911 0.314110567 8.267780e-02 0.320000000
## 92 0.6174056 0.321663839 8.085683e-02 0.320000000
## 93 0.6532197 0.334893138 8.919572e-02 0.320000000
## 94 0.6370618 0.346888714 9.648903e-02 0.320000000
## 95 0.5945842 0.351303284 1.017187e-01 0.320000000
## 96 0.5666232 0.351979514 1.068093e-01 0.320000000
## 97 0.5331643 0.348504463 1.130291e-01 0.320000000
## 98 0.5557034 0.344076942 1.198412e-01 0.320000000
## 99 0.5745182 0.371954088 1.267665e-01 0.320000000
## 100 0.2952255 0.354300489 1.389922e-01 0.320000000
## 101 0.8074924 0.353259436 1.674964e-01 0.320000000
## 102 0.7100292 0.412779782 1.627684e-01 0.320000000
## 103 0.5215665 0.420062048 1.700393e-01 0.320000000
## 104 0.6509573 0.745304906 1.110724e-01 0.459093678
## 105 0.6261044 0.703166347 1.149228e-01 0.443064594
## 106 0.6397689 0.692672455 1.173399e-01 0.460530536
## 107 0.5745152 0.655255539 1.219585e-01 0.469586510
## 108 0.6049346 0.662115414 1.304784e-01 0.468906904
## 109 0.6083770 0.665774836 1.409168e-01 0.485637144
## 110 0.6253397 0.681793284 1.487525e-01 0.487401776
## 111 0.6259806 0.679189923 1.533386e-01 0.502568367
## 112 0.5839073 0.684456310 1.638918e-01 0.476703643
## 113 0.5802462 0.690048271 1.768285e-01 0.473957540
## 114 0.3963930 0.688999211 1.796469e-01 0.464547965
## 115 0.7451021 0.694929304 1.870353e-01 0.431725636
## 116 0.6521489 0.698300151 1.913808e-01 0.320000000
## 117 0.6668442 0.701236510 1.500000e-01 0.320000000
## 118 0.6029814 0.917794282 2.672068e-01 1.000000000
## 119 0.6142573 0.821767609 2.787256e-01 0.320000000
## 120 0.6209312 0.793500514 2.363834e-01 0.889116144
## 121 0.6150696 0.777407426 2.830412e-01 0.813221502
## 122 0.5688129 0.756590740 3.556330e-01 0.721434725
## 123 0.6644327 0.737432344 4.196259e-01 0.665880071
## 124 0.5529279 0.720524540 3.265873e-01 0.670174854
## 125 0.5917974 0.701990506 3.222128e-01 0.320000000
## 126 0.6049791 0.695674300 3.230700e-01 0.320000000
## 127 0.5375347 0.685900870 3.333953e-01 0.673093151
## 128 0.2321629 0.681408478 3.469776e-01 0.320000000
## 129 0.5854653 0.681572105 4.088555e-01 0.702321771
## 130 0.6024896 0.682403498 3.724338e-01 0.320000000
## 131 0.4914873 0.680978455 1.500000e-01 0.320000000
## 132 0.5800000 0.540000000 1.500000e-01 0.320000000
## 133 0.5800000 0.540000000 1.500000e-01 0.320000000
## 134 0.5800000 0.540000000 1.500000e-01 0.320000000
## 135 0.5800000 0.540000000 1.500000e-01 0.320000000
## 136 0.5800000 0.540000000 1.500000e-01 0.320000000
## 137 0.5874752 0.488924985 3.821639e-02 0.241952141
## 138 0.6322649 0.490519247 4.453644e-02 0.229054715
## 139 0.6063887 0.489050720 4.174102e-02 0.213004081
## 140 0.5860905 0.486762222 4.715529e-02 0.220684413
## 141 0.5737028 0.520610624 4.890267e-02 0.222639644
## 142 0.5942342 0.508403373 5.290068e-02 0.230032752
## 143 0.5998663 0.514111282 5.665271e-02 0.222732773
## 144 0.5937029 0.510793567 5.649353e-02 0.214107182
## 145 0.6013731 0.530838564 5.875355e-02 0.203802357
## 146 0.6038349 0.526804412 6.363302e-02 0.184945227
## 147 0.3075032 0.531305812 7.312952e-02 0.208557174
## 148 0.8622262 0.559844107 9.294743e-02 0.201379669
## 149 0.6038854 0.564107797 9.686928e-02 0.173666662
## 150 0.6217784 0.566793919 1.500000e-01 0.166408941
## 151 0.5882880 0.986215328 5.584858e-01 0.470203523
## 152 0.5594858 0.989433755 5.733864e-01 0.453223977
## 153 0.5796493 0.990394086 5.875880e-01 0.432197104
## 154 0.5760067 0.992663249 6.064917e-01 0.430072990
## 155 0.5862494 0.994795803 6.506034e-01 0.421443738
## 156 0.5980139 0.994815262 6.887103e-01 0.318069768
## 157 0.5667112 0.995641355 7.115262e-01 0.305361193
## 158 0.5872901 0.997565304 7.326469e-01 0.332071137
## 159 0.6046766 0.997154126 7.639126e-01 0.314998482
## 160 0.5959568 0.999833050 7.969834e-01 0.320384624
## 161 0.4481207 0.996787327 9.704688e-01 0.358549953
## 162 0.7026572 0.992825115 9.677816e-01 0.360992464
## 163 0.5964838 0.997117558 1.000000e+00 0.320000000
## 164 0.6034539 1.000000000 1.500000e-01 0.320000000
## 165 0.5605215 0.414731729 1.832638e-02 0.138504473
## 166 0.5956696 0.471406241 1.832150e-02 0.148854166
## 167 0.5627525 0.410744893 1.934738e-02 0.152010809
## 168 0.5838156 0.464025079 2.188012e-02 0.141906061
## 169 0.6063011 0.504036401 2.308096e-02 0.150317777
## 170 0.5983425 0.519058011 2.490372e-02 0.154173890
## 171 0.5587585 0.548139239 2.505315e-02 0.146791988
## 172 0.5706096 0.507910683 2.428593e-02 0.147254264
## 173 0.5840892 0.506135936 2.535638e-02 0.162937479
## 174 0.6053065 0.563684702 2.873905e-02 0.168201168
## 175 0.4449064 0.496977364 2.939647e-02 0.177003580
## 176 0.7214338 0.425882869 3.127846e-02 0.160730414
## 177 0.6137102 0.458213663 3.561896e-02 0.171344013
## 178 0.5910637 0.521024006 1.500000e-01 0.167029922
## 179 0.3451319 0.010307727 1.534544e-03 0.320000000
## 180 0.6468201 0.013759025 9.688058e-05 0.320000000
## 181 0.5065068 0.012991932 2.158086e-04 0.320000000
## 182 0.6143441 0.010240895 4.225936e-04 0.320000000
## 183 0.5754286 0.014538677 3.993617e-04 0.043944594
## 184 0.5347428 0.013000605 7.498453e-04 0.052803061
## 185 0.5473027 0.010517926 7.603382e-04 0.012506575
## 186 0.5678342 0.009073480 5.111216e-04 0.022055012
## 187 0.5452731 0.010485706 8.832416e-04 0.034016657
## 188 0.4515066 0.009134641 2.471125e-04 0.044560661
## 189 0.4087388 0.000000000 2.037908e-04 0.011062262
## 190 0.4532011 0.005254615 1.555601e-04 0.000000000
## 191 0.4572273 0.007869474 0.000000e+00 0.002752765
## 192 0.4513569 0.007178393 1.500000e-01 0.320000000
## 193 0.5798660 0.293544483 1.861123e-02 0.320000000
## 194 0.5844650 0.329781662 2.051232e-02 0.320000000
## 195 0.5938652 0.272649983 1.808541e-02 0.436150829
## 196 0.5580211 0.292427777 1.925073e-02 0.399513122
## 197 0.5666268 0.366568270 1.884856e-02 0.504320044
## 198 0.5892865 0.350950591 1.881793e-02 0.445917665
## 199 0.5915075 0.396347885 2.123251e-02 0.418501794
## 200 0.6186897 0.337127012 2.112892e-02 0.388250412
## 201 0.5915488 0.341873813 2.209235e-02 0.415170469
## 202 0.5563853 0.348146957 2.291858e-02 0.404474926
## 203 0.2375277 0.421573402 2.498912e-02 0.408255264
## 204 0.8389037 0.419777980 2.915731e-02 0.393956349
## 205 0.6042795 0.425134291 3.145570e-02 0.275890381
## 206 0.5875749 0.433550446 1.500000e-01 0.241786568
## 207 0.4830526 0.483491151 3.426978e-02 0.442263378
## 208 0.5725581 0.514364266 3.610297e-02 0.433297099
## 209 0.5065556 0.504643380 3.243348e-02 0.419999477
## 210 0.5391754 0.504677192 3.596271e-02 0.431955077
## 211 0.5452872 0.507513128 3.764155e-02 0.411667978
## 212 0.5531528 0.513478677 4.546301e-02 0.363314271
## 213 0.5674095 0.517511855 4.867364e-02 0.351187011
## 214 0.5583086 0.522865597 5.744352e-02 0.346491703
## 215 0.5850799 0.528126367 5.724105e-02 0.359742729
## 216 0.5580691 0.547313941 6.016035e-02 0.338166249
## 217 0.2485767 0.533466299 6.229912e-02 0.377310047
## 218 0.6589982 0.537174736 7.721980e-02 0.378495502
## 219 0.6822549 0.553001930 1.012333e-01 0.354614488
## 220 0.5976326 0.553353940 1.500000e-01 0.380504793
## 221 0.5800000 0.540000000 1.500000e-01 0.320000000
## 222 0.5800000 0.540000000 1.500000e-01 0.320000000
## 223 0.5800000 0.540000000 1.500000e-01 0.320000000
## 224 0.5800000 0.540000000 1.500000e-01 0.320000000
## 225 0.5800000 0.540000000 1.500000e-01 0.320000000
## 226 0.6342472 0.608996296 6.237180e-02 0.318614851
## 227 0.5923495 0.606016710 6.890207e-02 0.315778148
## 228 0.5970768 0.615998476 7.398682e-02 0.314003193
## 229 0.5233564 0.616979448 7.786768e-02 0.281669070
## 230 0.5719932 0.627833400 7.495131e-02 0.329925308
## 231 0.5815805 0.629449044 7.867879e-02 0.328440991
## 232 0.5584113 0.635682432 7.939300e-02 0.303177405
## 233 0.5621599 0.638821567 7.863614e-02 0.272090426
## 234 0.5646485 0.636140077 7.774509e-02 0.249832571
## 235 0.4982613 0.631439995 7.811844e-02 0.320000000
## 236 0.2784340 0.652454886 8.878034e-02 0.280980786
## 237 0.6872277 0.630268517 8.873911e-02 0.259326660
## 238 0.6184087 0.631133760 1.008696e-01 0.320000000
## 239 0.6012222 0.638223759 1.500000e-01 0.320000000
## 240 0.6191789 0.387456069 1.931265e-02 0.279569796
## 241 0.6726120 0.393810466 2.062900e-02 0.320000000
## 242 0.6778571 0.398593553 2.290910e-02 0.320000000
## 243 0.6344630 0.413339754 2.472134e-02 0.320000000
## 244 0.6310803 0.428472185 2.871492e-02 0.244988922
## 245 0.6316291 0.435686769 3.326887e-02 0.244569766
## 246 0.6256297 0.442723533 3.744720e-02 0.244802621
## 247 0.6279475 0.450651299 4.137782e-02 0.268654312
## 248 0.4050154 0.456892862 4.314688e-02 0.200987142
## 249 0.4186273 0.462509634 4.252930e-02 0.289546868
## 250 0.4517799 0.457668536 4.241860e-02 0.287963478
## 251 0.7906178 0.463370208 5.583436e-02 0.245279312
## 252 0.6047351 0.466527878 5.181516e-02 0.220104229
## 253 0.6250169 0.471687912 1.500000e-01 0.320000000
## 254 0.5800000 0.540000000 1.500000e-01 0.320000000
## 255 0.5800000 0.540000000 1.500000e-01 0.320000000
## 256 0.5800000 0.540000000 1.500000e-01 0.320000000
## 257 0.5800000 0.540000000 1.500000e-01 0.320000000
## 258 0.5800000 0.540000000 1.500000e-01 0.320000000
## 259 0.6548236 0.598975997 1.054683e-01 0.320000000
## 260 0.8173228 0.628918495 1.071924e-01 0.165272199
## 261 0.7542038 0.629261339 1.090356e-01 0.320000000
## 262 0.6630271 0.625001770 1.270895e-01 0.320000000
## 263 0.6161373 0.619395332 1.454442e-01 0.166565918
## 264 0.6339707 0.604223779 1.601880e-01 0.183184913
## 265 0.6146919 0.574591347 1.810988e-01 0.188569348
## 266 0.6477465 0.584869064 2.020863e-01 0.194142654
## 267 0.5981146 0.551790247 2.108574e-01 0.190677217
## 268 0.5777883 0.526135925 2.285705e-01 0.159604386
## 269 0.0000000 0.453344505 2.257859e-01 0.263924541
## 270 0.9624692 0.502229619 2.473903e-01 0.212915249
## 271 0.8013531 0.452587011 2.717648e-01 0.183204756
## 272 0.7058906 0.529990094 1.500000e-01 0.320000000
## 273 0.5800000 0.540000000 1.500000e-01 0.320000000
## 274 0.5800000 0.540000000 1.500000e-01 0.320000000
## 275 0.5800000 0.540000000 1.500000e-01 0.320000000
## 276 0.5800000 0.540000000 1.500000e-01 0.320000000
## 277 0.5800000 0.540000000 1.500000e-01 0.320000000
## 278 0.7518799 0.295055173 3.336547e-02 0.140112991
## 279 0.6926861 0.301378029 3.345972e-02 0.122535782
## 280 0.6847392 0.322255690 3.742384e-02 0.144896267
## 281 0.6747665 0.335455158 4.227211e-02 0.177198497
## 282 0.5747799 0.333808983 4.842035e-02 0.211585319
## 283 0.5952743 0.343343148 4.992173e-02 0.235160170
## 284 0.6089313 0.333815836 5.301351e-02 0.221691773
## 285 0.5648767 0.330822046 5.510524e-02 0.231881034
## 286 0.5955071 0.324563349 6.013840e-02 0.213131736
## 287 0.5502425 0.329592166 6.319149e-02 0.222490418
## 288 0.1967584 0.280298074 7.624350e-02 0.260176199
## 289 0.8832590 0.321796954 9.108900e-02 0.231527433
## 290 0.5854057 0.329255464 8.660242e-02 0.223415855
## 291 0.4896793 0.334045175 1.500000e-01 0.258088152
## 292 0.7330292 0.407003368 3.972919e-02 0.055589529
## 293 0.5878874 0.414985650 4.493409e-02 0.054896937
## 294 0.5769059 0.430177249 4.569138e-02 0.320000000
## 295 0.6380557 0.445548693 4.824394e-02 0.205737004
## 296 0.6998061 0.445349220 4.604653e-02 0.205241333
## 297 0.6974563 0.451491146 4.855250e-02 0.203651651
## 298 0.6911179 0.470440774 6.009911e-02 0.224911009
## 299 0.6360410 0.457685232 6.292949e-02 0.230928660
## 300 0.7012725 0.466260137 6.425258e-02 0.230751263
## 301 0.6484358 0.489124597 6.994528e-02 0.241494080
## 302 0.3184608 0.469876700 8.212296e-02 0.282455480
## 303 0.8504069 0.459131547 9.692102e-02 0.216011827
## 304 0.6451715 0.470782048 8.740985e-02 0.232653935
## 305 0.5771310 0.480587109 1.500000e-01 0.320000000
## 306 0.4576362 0.561606460 1.500000e-01 0.320000000
## 307 0.6166269 0.564383120 1.500000e-01 0.320000000
## 308 0.6579520 0.582820425 1.500000e-01 0.320000000
## 309 0.5396770 0.584522379 1.500000e-01 0.320000000
## 310 0.3950921 0.584380540 1.500000e-01 0.320000000
## 311 0.5800000 0.586673941 1.500000e-01 0.320000000
## 312 0.5800000 0.583518213 1.500000e-01 0.320000000
## 313 0.5800000 0.573437987 1.500000e-01 0.320000000
## 314 0.5800000 0.558305599 1.500000e-01 0.320000000
## 315 0.5800000 0.529988907 2.622149e-03 0.320000000
## 316 0.5800000 0.514192345 3.613981e-03 0.320000000
## 317 0.5800000 0.513411076 3.341545e-03 0.320000000
## 318 0.5800000 0.512880408 7.035130e-03 0.320000000
## 319 0.5800000 0.506555630 1.500000e-01 0.320000000
## 320 0.5800000 0.540000000 1.500000e-01 0.320000000
## 321 0.5800000 0.540000000 1.500000e-01 0.320000000
## 322 0.5800000 0.540000000 1.500000e-01 0.320000000
## 323 0.5800000 0.540000000 1.500000e-01 0.320000000
## 324 0.5800000 0.540000000 1.500000e-01 0.320000000
## NY.GNS.ICTR.ZS SI.POV.UMIC 1.0.HCount.1.90usd 3.2.Gini 3.1.Gini
## 1 0.31761292 0.8506271 0.9443768 0.68609604 0.5900000
## 2 0.31766232 0.8768529 0.9701049 0.75023555 0.5900000
## 3 0.27687973 0.8882554 0.9652305 0.82575260 0.5900000
## 4 0.24001076 0.8871152 0.9594817 0.83974796 0.5900000
## 5 0.26595432 0.8722919 0.9612586 0.81319704 0.5900000
## 6 0.20774695 0.7000000 0.7700000 0.53000000 0.5900000
## 7 0.21923549 0.8745724 0.7700000 0.53000000 0.5900000
## 8 0.16283599 0.8939567 0.7700000 0.53000000 0.5900000
## 9 0.10202422 0.8631699 0.7700000 0.53000000 0.5900000
## 10 0.18541700 0.8358039 0.7700000 0.53000000 0.5900000
## 11 0.23339087 0.7970353 0.7700000 0.53000000 0.5900000
## 12 0.39316918 0.8437856 0.7700000 0.53000000 0.5900000
## 13 0.31354949 0.8472064 0.7700000 0.53000000 0.5900000
## 14 0.26532672 0.8187001 0.7700000 0.53000000 0.5900000
## 15 0.36328792 0.7000000 0.7700000 0.53000000 0.5900000
## 16 0.46254672 0.7000000 0.7700000 0.53000000 0.5900000
## 17 0.40333596 0.7000000 0.7700000 0.53000000 0.5900000
## 18 0.33400152 0.7000000 0.7700000 0.53000000 0.5900000
## 19 0.34022274 0.7000000 0.7700000 0.53000000 0.5900000
## 20 0.42389310 0.7000000 0.7700000 0.53000000 0.5900000
## 21 0.44403208 0.7000000 0.7700000 0.53000000 0.5900000
## 22 0.34963416 0.7000000 0.7700000 0.53000000 0.5900000
## 23 0.24687504 0.7810718 0.7700000 0.53000000 0.5900000
## 24 0.26658625 0.7000000 0.7700000 0.53000000 0.5900000
## 25 0.51233346 0.7000000 0.7700000 0.53000000 0.5900000
## 26 0.50302568 0.7000000 0.7700000 0.53000000 0.5900000
## 27 0.38235590 0.7000000 0.7700000 0.53000000 0.5900000
## 28 0.48598278 0.7000000 0.7700000 0.53000000 0.5900000
## 29 0.59054281 0.7000000 0.7700000 0.53000000 0.5900000
## 30 0.64385156 0.7172178 0.6556397 0.90559087 0.2514914
## 31 0.62121920 0.7103763 0.6011502 0.87102709 0.2396336
## 32 0.55575347 0.7366021 0.6680532 0.78661903 0.2481392
## 33 0.44314874 0.7480046 0.7118725 0.70715126 0.2730523
## 34 0.20451919 0.7434436 0.7700000 0.53000000 0.5900000
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## 323 0.37000000 0.7000000 0.7700000 0.53000000 0.5900000
## 324 0.37000000 0.7000000 0.7700000 0.53000000 0.5900000
## SI.POV.GAPS 1.1.HCount.Ofcl 1.2.HCount.Ofcl SP.POP.TOTL SP.ADO.TFRT
## 1 0.9664430 0.5300000 0.92268041 0.877557968 0.40904960
## 2 0.9731544 0.5300000 0.98109966 0.876237068 0.40095717
## 3 0.9731544 0.5300000 1.00000000 0.874948760 0.41944310
## 4 0.9731544 0.5300000 0.59000000 0.873691316 0.40733830
## 5 0.9731544 0.5300000 0.59000000 0.872371462 0.40241709
## 6 0.8700000 0.5300000 0.59000000 0.871017761 0.42885043
## 7 0.9731544 0.5300000 0.59000000 0.869752645 0.47805279
## 8 0.9731544 0.5300000 0.59000000 0.868591297 0.51448323
## 9 0.9597315 0.5300000 0.59000000 0.867497472 0.56375326
## 10 0.9597315 0.5300000 0.59000000 0.866545326 0.64279223
## 11 0.9530201 0.5300000 0.59000000 0.865892297 0.74198008
## 12 0.9597315 0.5300000 0.59000000 0.865532710 0.77052113
## 13 0.9731544 0.5300000 0.59000000 0.865246922 0.79733153
## 14 0.9798658 0.5300000 0.59000000 0.864856907 0.79107609
## 15 0.8700000 0.5300000 0.59000000 1.000000000 0.36245770
## 16 0.8700000 0.5300000 0.59000000 0.999978921 0.34390409
## 17 0.8700000 0.5300000 0.59000000 0.999957653 0.34600213
## 18 0.8700000 0.5300000 0.59000000 0.999936096 0.34630185
## 19 0.8700000 0.5300000 0.59000000 0.999914290 0.35883206
## 20 0.8700000 0.5300000 0.59000000 0.999892144 0.36754327
## 21 0.8700000 0.5300000 0.59000000 0.999867123 0.36317316
## 22 0.8700000 0.5300000 0.59000000 0.999841728 0.36567727
## 23 0.9865772 0.5300000 0.59000000 0.999820735 0.34849657
## 24 0.8700000 0.5300000 0.59000000 0.999803990 0.41245287
## 25 0.8700000 0.5300000 0.59000000 0.999789097 0.48064391
## 26 0.8700000 0.5300000 0.59000000 0.999775546 0.55023688
## 27 0.8700000 0.5300000 0.59000000 0.999753469 0.53012666
## 28 0.8700000 0.5300000 0.59000000 0.999728445 0.51245287
## 29 0.8700000 0.5300000 0.59000000 0.970525231 0.27477521
## 30 0.8053691 0.3010982 0.45978988 0.970027363 0.28950981
## 31 0.7449664 0.3042449 0.49725086 0.969528616 0.30274582
## 32 0.7986577 0.3297959 0.59525773 0.969030100 0.31675529
## 33 0.8322148 0.3783673 0.56773196 0.968533140 0.33089046
## 34 0.8187919 0.5300000 0.59000000 0.968037564 0.34325631
## 35 0.7785235 0.5300000 0.59000000 0.967543489 0.35472300
## 36 0.8120805 0.5300000 0.59000000 0.967051649 0.36485546
## 37 0.8791946 0.5300000 0.59000000 0.966562158 0.37429179
## 38 0.9328859 0.5300000 0.59000000 0.966074948 0.38455961
## 39 0.9060403 0.5300000 0.59000000 0.965641848 0.39363821
## 40 0.9395973 0.5300000 0.59000000 0.965280034 0.40216572
## 41 0.9194631 0.5300000 0.59000000 0.964862233 0.41066422
## 42 0.9463087 0.5300000 0.59000000 0.964363106 0.41948178
## 43 0.8700000 0.5300000 0.59000000 0.422041913 0.41342937
## 44 0.8053691 0.5300000 0.59000000 0.417311398 0.42020690
## 45 0.8456376 0.5300000 0.59000000 0.412555264 0.42492507
## 46 0.8724832 0.5300000 0.59000000 0.407766819 0.42819298
## 47 0.8926174 0.5300000 0.59000000 0.402964506 0.43381997
## 48 0.8724832 0.5300000 0.59000000 0.398211277 0.44915402
## 49 0.8389262 0.5300000 0.59000000 0.393600977 0.48209417
## 50 0.8187919 0.5300000 0.59000000 0.389161781 0.49963260
## 51 0.8187919 0.5300000 0.59000000 0.384966209 0.52158948
## 52 0.8120805 0.5300000 0.59000000 0.380936862 0.55377550
## 53 0.9328859 0.5300000 0.59000000 0.377334345 0.58759548
## 54 0.8053691 0.5300000 0.59000000 0.374676048 0.60490187
## 55 0.8791946 0.5300000 0.59000000 0.372416236 0.63186696
## 56 0.9127517 0.5300000 0.59000000 0.369922729 0.63375230
## 57 0.8700000 0.5300000 0.59000000 0.870000000 0.46000000
## 58 0.8700000 0.5300000 0.59000000 0.870000000 0.46000000
## 59 0.8700000 0.5300000 0.59000000 0.870000000 0.46000000
## 60 0.8700000 0.5300000 0.59000000 0.870000000 0.46000000
## 61 0.8700000 0.5300000 0.59000000 0.870000000 0.46000000
## 62 0.9932886 0.5300000 0.59000000 0.899323982 0.91544039
## 63 0.9932886 0.5300000 0.59000000 0.898327795 0.92358117
## 64 0.9932886 0.5300000 0.59000000 0.897209504 0.92736150
## 65 0.9865772 0.5300000 0.59000000 0.896110870 0.93498985
## 66 0.9932886 0.5300000 0.59000000 0.895055641 0.94307261
## 67 0.9865772 0.5300000 0.59000000 0.894247404 0.95253795
## 68 0.9865772 0.5300000 0.59000000 0.893033083 0.96239002
## 69 0.9865772 0.5300000 0.59000000 0.891735179 0.96977666
## 70 0.9932886 0.5300000 0.59000000 0.890158510 0.97871991
## 71 0.9932886 0.5300000 0.59000000 0.888527058 0.98426955
## 72 1.0000000 0.5300000 0.59000000 0.887301267 0.99033163
## 73 0.8700000 0.5300000 0.59000000 0.886669978 0.99558155
## 74 0.8700000 0.5300000 0.59000000 0.884580309 0.99918786
## 75 0.8700000 0.5300000 0.59000000 0.881117298 1.00000000
## 76 0.8700000 0.5300000 0.59000000 0.949607027 0.53603403
## 77 0.9664430 0.7836735 0.75085911 0.949097898 0.54858358
## 78 0.8700000 0.5300000 0.59000000 0.948597881 0.55900609
## 79 0.9798658 0.9836735 0.87972509 0.948096119 0.58523639
## 80 0.8700000 0.5300000 0.59000000 0.947566556 0.62046795
## 81 0.9865772 0.5300000 0.59000000 0.947018340 0.66509717
## 82 0.8700000 0.5300000 0.59000000 0.946362035 0.72103838
## 83 0.9865772 0.5300000 0.59000000 0.945490393 0.78288698
## 84 0.8700000 0.5300000 0.59000000 0.944491205 0.81726772
## 85 0.8700000 0.5300000 0.59000000 0.943580990 0.86306681
## 86 0.9395973 0.5300000 0.59000000 0.943064305 0.90708692
## 87 0.8700000 0.5300000 0.59000000 0.942808144 0.97015373
## 88 0.9798658 0.5300000 0.59000000 0.942519132 0.97213574
## 89 0.8700000 0.5300000 0.59000000 0.942202931 0.98320603
## 90 0.6778523 0.5387755 0.52061856 0.867131546 0.26035966
## 91 0.7315436 0.6122449 0.57216495 0.865690115 0.27841052
## 92 0.7382550 0.5979592 0.60481100 0.864326686 0.27727932
## 93 0.7583893 0.6795918 0.63058419 0.863024292 0.29716717
## 94 0.7852349 0.7081633 0.67010309 0.861787437 0.33273712
## 95 0.8053691 0.5300000 0.59000000 0.860578479 0.37174901
## 96 0.8053691 0.5300000 0.59000000 0.859181051 0.40022237
## 97 0.8255034 0.5300000 0.59000000 0.857108196 0.40848883
## 98 0.8187919 0.5300000 0.59000000 0.854438139 0.41636856
## 99 0.7852349 0.5300000 0.59000000 0.851797571 0.42499275
## 100 0.5973154 0.5300000 0.59000000 0.849639700 0.43846079
## 101 0.7046980 0.5300000 0.59000000 0.847971484 0.44679493
## 102 0.7583893 0.5300000 0.59000000 0.846328389 0.46466209
## 103 0.7986577 0.5300000 0.59000000 0.844585360 0.47144929
## 104 0.9395973 0.9938776 0.76632302 0.987340751 0.43679783
## 105 0.9328859 1.0000000 0.75429553 0.987179747 0.41344871
## 106 0.9395973 1.0000000 0.78006873 0.987018056 0.41180509
## 107 0.9395973 0.9857143 0.78006873 0.986862008 0.45492604
## 108 0.9395973 0.9346939 0.75773196 0.986709668 0.46970898
## 109 0.9395973 0.5300000 0.59000000 0.986557487 0.49942957
## 110 0.9463087 0.5300000 0.59000000 0.986411160 0.53039737
## 111 0.9597315 0.5300000 0.59000000 0.986273146 0.55216088
## 112 0.9395973 0.5300000 0.59000000 0.986139728 0.57264817
## 113 0.9597315 0.5300000 0.59000000 0.986014995 0.63944697
## 114 0.9127517 0.5300000 0.59000000 0.985911087 0.72397757
## 115 0.9530201 0.5300000 0.59000000 0.985834373 0.77698927
## 116 0.9664430 0.5300000 0.59000000 0.985769288 0.79071836
## 117 0.9664430 0.5300000 0.59000000 0.985698277 0.79265204
## 118 0.8700000 0.5300000 0.59000000 0.967192649 0.52799961
## 119 0.8700000 0.5300000 0.59000000 0.967180210 0.50928164
## 120 0.8700000 0.5300000 0.59000000 0.967175417 0.54520932
## 121 0.8700000 0.5300000 0.59000000 0.967190384 0.55262496
## 122 0.8700000 0.5300000 0.59000000 0.967227420 0.56913855
## 123 0.8700000 0.5300000 0.59000000 0.967259429 0.56186793
## 124 0.8700000 0.5300000 0.59000000 0.967287681 0.57821715
## 125 0.8700000 0.5300000 0.59000000 0.967340829 0.56622837
## 126 0.8700000 0.5300000 0.59000000 0.967402727 0.54009475
## 127 0.8700000 0.5300000 0.59000000 0.967475269 0.55242193
## 128 0.8700000 0.5300000 0.59000000 0.967554445 0.55789423
## 129 0.8700000 0.5300000 0.59000000 0.967716391 0.57902930
## 130 0.8700000 0.5300000 0.59000000 0.967902729 0.58462728
## 131 0.8700000 0.5300000 0.59000000 0.968021945 0.57585807
## 132 0.8700000 0.5244898 0.45189003 0.870000000 0.46000000
## 133 0.8700000 0.5653061 0.46563574 0.870000000 0.46000000
## 134 0.8700000 0.5448980 0.46048110 0.870000000 0.46000000
## 135 0.8700000 0.5081633 0.46907216 0.870000000 0.46000000
## 136 0.8700000 0.6510204 0.54639175 0.870000000 0.46000000
## 137 0.7852349 0.6714286 0.52577320 0.982820993 0.34194141
## 138 0.8187919 0.5285714 0.48453608 0.982755606 0.35235425
## 139 0.8456376 0.6693878 0.57903780 0.982684332 0.35614425
## 140 0.8724832 0.8183673 0.64261168 0.982610021 0.36394663
## 141 0.8859060 0.7795918 0.60309278 0.982537946 0.37099488
## 142 0.9194631 0.5300000 0.59000000 0.982476017 0.37629315
## 143 0.9060403 0.5300000 0.59000000 0.982424839 0.41744175
## 144 0.9261745 0.5300000 0.59000000 0.982386784 0.45578652
## 145 0.9395973 0.5300000 0.59000000 0.982368032 0.48707338
## 146 0.9530201 0.5300000 0.59000000 0.982360528 0.48835928
## 147 0.8700000 0.5300000 0.59000000 0.982323603 0.49666441
## 148 0.8657718 0.5300000 0.59000000 0.982260514 0.50364498
## 149 0.8657718 0.5300000 0.59000000 0.982187181 0.51584647
## 150 0.8859060 0.5300000 0.59000000 0.982099597 0.52214058
## 151 0.9463087 0.5300000 0.59000000 0.076473883 0.70945567
## 152 0.9463087 0.5300000 0.59000000 0.069730386 0.73974669
## 153 0.9463087 0.5300000 0.59000000 0.062873788 0.76233201
## 154 0.9463087 0.5300000 0.59000000 0.056351612 0.78997390
## 155 0.9328859 0.5300000 0.59000000 0.049398776 0.81255922
## 156 0.9395973 0.5300000 0.59000000 0.042367387 0.83345258
## 157 0.9395973 0.5300000 0.59000000 0.035395485 0.85231558
## 158 0.9328859 0.5300000 0.59000000 0.029267554 0.86767862
## 159 0.9463087 0.5300000 0.59000000 0.024138748 0.88050856
## 160 0.9463087 0.5300000 0.59000000 0.019680357 0.88980953
## 161 0.9798658 0.5300000 0.59000000 0.010125571 0.90414773
## 162 0.9865772 0.5300000 0.59000000 0.008565343 0.91376777
## 163 0.9328859 0.5300000 0.59000000 0.004911866 0.91469593
## 164 0.9395973 0.5300000 0.59000000 0.000000000 0.91936575
## 165 0.8700000 0.5300000 0.59000000 0.957620760 0.14304360
## 166 0.8700000 0.5300000 0.59000000 0.956748020 0.12964324
## 167 0.8700000 0.5300000 0.59000000 0.955858822 0.12411293
## 168 0.8700000 0.5300000 0.59000000 0.954969119 0.19034129
## 169 0.8456376 0.0000000 0.36769759 0.954089284 0.20467949
## 170 0.8700000 0.5300000 0.59000000 0.953222510 0.21727739
## 171 0.8700000 0.5300000 0.59000000 0.952334818 0.22460601
## 172 0.8700000 0.5300000 0.59000000 0.951442404 0.23523156
## 173 0.8700000 0.5300000 0.59000000 0.950610567 0.25660833
## 174 0.8700000 0.5300000 0.59000000 0.949839132 0.30099584
## 175 0.8700000 0.5300000 0.59000000 0.949081433 0.34587644
## 176 0.8700000 0.5300000 0.59000000 0.948360187 0.36681814
## 177 0.8700000 0.5300000 0.59000000 0.947615325 0.37821715
## 178 0.7718121 0.5300000 0.59000000 0.946787574 0.38640627
## 179 0.8700000 0.5300000 0.59000000 0.971658097 0.42657836
## 180 0.8700000 0.5300000 0.59000000 0.971324530 0.43983370
## 181 0.0000000 0.5300000 0.59000000 0.970861680 0.44365271
## 182 0.8700000 0.5300000 0.59000000 0.970405633 0.46275742
## 183 0.8700000 0.5300000 0.59000000 0.969954720 0.47623513
## 184 0.8700000 0.5300000 0.59000000 0.969506395 0.49245867
## 185 0.8700000 0.5300000 0.59000000 0.969063426 0.50063811
## 186 0.8700000 0.5300000 0.59000000 0.968626190 0.50963937
## 187 0.8700000 0.5300000 0.59000000 0.968194001 0.51849560
## 188 0.8700000 0.5300000 0.59000000 0.967767213 0.52803829
## 189 0.8700000 0.5300000 0.59000000 0.967352727 0.53811273
## 190 0.8700000 0.5300000 0.59000000 0.966961991 0.54844823
## 191 0.8700000 0.5300000 0.59000000 0.966576390 0.55734313
## 192 0.8700000 0.5300000 0.59000000 0.966176527 0.56521319
## 193 0.5033557 0.2183673 0.15979381 0.975954090 0.09569757
## 194 0.4496644 0.2224490 0.08762887 0.975431950 0.12138644
## 195 0.3422819 0.1387755 0.00000000 0.974910445 0.14224113
## 196 0.4630872 0.1551020 0.05498282 0.974389809 0.16533888
## 197 0.5234899 0.2265306 0.04467354 0.973870243 0.18169777
## 198 0.5302013 0.5300000 0.59000000 0.973349664 0.19474040
## 199 0.4563758 0.5300000 0.59000000 0.972826418 0.20601373
## 200 0.4899329 0.5300000 0.59000000 0.972301135 0.21561443
## 201 0.4765101 0.5300000 0.59000000 0.971771919 0.21739341
## 202 0.5369128 0.5300000 0.59000000 0.971238667 0.22337813
## 203 0.8700000 0.5300000 0.59000000 0.970712637 0.23108382
## 204 0.8700000 0.5300000 0.59000000 0.970203851 0.23906990
## 205 0.8700000 0.5300000 0.59000000 0.969683834 0.24609881
## 206 0.5302013 0.5300000 0.59000000 0.969142944 0.25288601
## 207 0.8700000 0.5300000 0.59000000 0.992742493 0.52279803
## 208 0.8700000 0.5300000 0.59000000 0.992706850 0.54284057
## 209 0.8700000 0.5300000 0.59000000 0.992671177 0.55335009
## 210 0.8700000 0.5300000 0.59000000 0.992637533 0.56503916
## 211 0.8700000 0.5300000 0.59000000 0.992607461 0.58639660
## 212 0.8700000 0.5300000 0.59000000 0.992581205 0.60954269
## 213 0.8700000 0.5300000 0.59000000 0.992559146 0.63244707
## 214 0.8700000 0.5300000 0.59000000 0.992541665 0.65572851
## 215 0.9932886 0.5300000 0.59000000 0.992528715 0.67680557
## 216 0.8700000 0.5300000 0.59000000 0.992519229 0.68156241
## 217 0.8700000 0.5300000 0.59000000 0.992496909 0.69053466
## 218 0.9798658 0.5300000 0.59000000 0.992476159 0.69059267
## 219 0.8700000 0.5300000 0.59000000 0.992471789 0.69054433
## 220 0.8700000 0.5300000 0.59000000 0.992469871 0.69316446
## 221 0.8700000 0.2081633 0.27147766 0.870000000 0.46000000
## 222 0.8700000 0.5300000 0.59000000 0.870000000 0.46000000
## 223 0.8700000 0.2714286 0.26288660 0.870000000 0.46000000
## 224 0.8700000 0.5300000 0.59000000 0.870000000 0.46000000
## 225 0.8700000 0.2795918 0.22508591 0.870000000 0.46000000
## 226 0.8255034 0.5300000 0.59000000 0.661370407 0.30457314
## 227 0.8700000 0.5300000 0.59000000 0.656529897 0.29566857
## 228 0.8523490 0.5300000 0.59000000 0.651823593 0.28944213
## 229 0.8700000 0.5300000 0.59000000 0.647264749 0.29420864
## 230 0.8590604 0.5300000 0.59000000 0.642958977 0.32755487
## 231 0.8700000 0.5300000 0.59000000 0.639109409 0.37609978
## 232 0.9194631 0.5300000 0.59000000 0.635585608 0.40702891
## 233 0.8700000 0.5300000 0.59000000 0.632152481 0.42298173
## 234 0.9328859 0.5300000 0.59000000 0.628644792 0.43302717
## 235 0.8700000 0.5300000 0.59000000 0.625090428 0.43387799
## 236 0.9194631 0.5300000 0.59000000 0.621993929 0.44143865
## 237 0.8700000 0.5300000 0.59000000 0.619456250 0.44669825
## 238 0.9597315 0.5300000 0.59000000 0.616572255 0.45561249
## 239 0.8700000 0.5300000 0.59000000 0.613205071 0.46539689
## 240 0.8700000 0.5300000 0.59000000 0.983809648 0.00000000
## 241 0.8700000 0.5300000 0.59000000 0.983565768 0.01335203
## 242 0.8700000 0.5300000 0.59000000 0.983319990 0.02448999
## 243 0.8700000 0.5300000 0.59000000 0.983073250 0.03872184
## 244 0.8791946 0.5306122 0.83848797 0.982826244 0.04901866
## 245 0.8700000 0.5300000 0.59000000 0.982578406 0.05956686
## 246 0.8700000 0.5300000 0.59000000 0.982329601 0.07055013
## 247 0.8700000 0.5300000 0.59000000 0.982079851 0.08008315
## 248 0.8700000 0.5300000 0.59000000 0.981829252 0.09180122
## 249 0.8700000 0.5300000 0.59000000 0.981579466 0.10219472
## 250 0.8700000 0.5300000 0.59000000 0.981335559 0.11332302
## 251 0.8700000 0.5300000 0.59000000 0.981098036 0.12745818
## 252 0.8700000 0.5300000 0.59000000 0.980841269 0.13711689
## 253 0.8700000 0.5300000 0.59000000 0.980563443 0.14292758
## 254 0.8700000 0.4489796 0.80756014 0.870000000 0.46000000
## 255 0.8700000 0.5244898 0.82989691 0.870000000 0.46000000
## 256 0.8700000 0.5346939 0.84020619 0.870000000 0.46000000
## 257 0.8700000 0.5448980 0.85567010 0.870000000 0.46000000
## 258 0.8700000 0.5300000 0.59000000 0.870000000 0.46000000
## 259 0.8255034 0.5300000 0.59000000 0.990112544 0.16736924
## 260 0.8724832 0.5300000 0.59000000 0.989918368 0.15653099
## 261 0.8322148 0.5300000 0.59000000 0.989721859 0.15583486
## 262 0.8791946 0.5300000 0.59000000 0.989524387 0.15716910
## 263 0.8523490 0.5300000 0.59000000 0.989324826 0.17472687
## 264 0.9127517 0.5300000 0.59000000 0.989121793 0.20884656
## 265 0.9060403 0.5300000 0.59000000 0.988915420 0.24868027
## 266 0.8926174 0.5300000 0.59000000 0.988707345 0.28163009
## 267 0.9261745 0.5300000 0.59000000 0.988500668 0.32027458
## 268 0.9395973 0.5300000 0.59000000 0.988300904 0.37603210
## 269 0.8700000 0.5300000 0.59000000 0.988125883 0.44169970
## 270 0.9261745 0.5300000 0.59000000 0.987970041 0.48535241
## 271 0.8700000 0.5300000 0.59000000 0.987804563 0.48789519
## 272 0.9261745 0.5300000 0.59000000 0.987631261 0.49205260
## 273 0.8700000 0.3081633 0.74914089 0.870000000 0.46000000
## 274 0.8700000 0.4081633 0.78350515 0.870000000 0.46000000
## 275 0.8700000 0.4714286 0.80756014 0.870000000 0.46000000
## 276 0.8700000 0.5734694 0.81615120 0.870000000 0.46000000
## 277 0.8700000 0.6142857 0.82989691 0.870000000 0.46000000
## 278 0.7583893 0.5300000 0.59000000 0.914027992 0.45879339
## 279 0.7785235 0.5300000 0.59000000 0.913376257 0.45723678
## 280 0.7919463 0.5300000 0.59000000 0.912640202 0.46571594
## 281 0.8120805 0.5300000 0.59000000 0.911840569 0.47518128
## 282 0.8322148 0.5300000 0.59000000 0.910950217 0.49492410
## 283 0.8389262 0.5300000 0.59000000 0.909928760 0.51372909
## 284 0.8456376 0.5300000 0.59000000 0.908706702 0.53182829
## 285 0.8523490 0.5300000 0.59000000 0.907337454 0.55635696
## 286 0.8791946 0.5300000 0.59000000 0.905625093 0.57133327
## 287 0.8993289 0.5300000 0.59000000 0.903976175 0.58906507
## 288 0.7919463 0.5300000 0.59000000 0.902812750 0.60728995
## 289 0.9060403 0.5300000 0.59000000 0.901864429 0.61698733
## 290 0.9060403 0.5300000 0.59000000 0.900909375 0.62169583
## 291 0.8859060 0.5300000 0.59000000 0.899803024 0.62528280
## 292 0.9127517 0.5300000 0.59000000 0.971607645 0.12496374
## 293 0.9060403 0.5300000 0.59000000 0.971232726 0.12265300
## 294 0.9127517 0.5300000 0.59000000 0.970859767 0.14198975
## 295 0.9261745 0.5300000 0.59000000 0.970490897 0.18821425
## 296 0.9261745 0.5300000 0.59000000 0.970127188 0.21749976
## 297 0.9395973 0.5300000 0.59000000 0.969770634 0.24244417
## 298 0.9463087 0.5300000 0.59000000 0.969422150 0.28613555
## 299 0.9731544 0.5300000 0.59000000 0.969077216 0.31275259
## 300 0.9798658 0.5300000 0.59000000 0.968732889 0.34434883
## 301 0.9798658 0.5300000 0.59000000 0.968398186 0.39884946
## 302 0.9731544 0.5300000 0.59000000 0.968056707 0.47745335
## 303 0.9798658 0.5300000 0.59000000 0.967712481 0.50446679
## 304 0.9865772 0.5300000 0.59000000 0.967391920 0.52840569
## 305 0.9731544 0.5300000 0.59000000 0.967091464 0.53621773
## 306 0.8700000 0.5300000 0.59000000 0.914843659 0.11949144
## 307 0.8700000 0.5300000 0.59000000 0.913731535 0.11745142
## 308 0.8700000 0.5300000 0.59000000 0.912629861 0.11799285
## 309 0.8700000 0.5300000 0.59000000 0.911558798 0.13119018
## 310 0.8700000 0.5300000 0.59000000 0.910537021 0.15740114
## 311 0.8700000 0.5300000 0.59000000 0.909580960 0.19050566
## 312 0.8700000 0.5300000 0.59000000 0.909007885 0.23246640
## 313 0.8700000 0.5300000 0.59000000 0.909606809 0.27378904
## 314 0.8700000 0.5300000 0.59000000 0.911871433 0.31646524
## 315 0.8700000 0.5300000 0.59000000 0.914470082 0.32628831
## 316 0.8700000 0.5300000 0.59000000 0.915946558 0.33341390
## 317 0.8700000 0.5300000 0.59000000 0.916562979 0.33695253
## 318 0.8700000 0.5300000 0.59000000 0.916637125 0.34041381
## 319 0.8700000 0.5300000 0.59000000 0.916374607 0.33781301
## 320 0.8700000 0.5300000 0.59000000 0.870000000 0.46000000
## 321 0.8700000 0.5300000 0.59000000 0.870000000 0.46000000
## 322 0.8700000 0.5300000 0.59000000 0.870000000 0.46000000
## 323 0.8700000 0.5300000 0.59000000 0.870000000 0.46000000
## 324 0.8700000 0.5300000 0.59000000 0.870000000 0.46000000
## SP.DYN.CBRT.IN SI.POV.GINI
## 1 0.496215878 0.45238095
## 2 0.503627538 0.49206349
## 3 0.539746333 0.54365079
## 4 0.529150791 0.55555556
## 5 0.511613341 0.52777778
## 6 0.530090297 0.40000000
## 7 0.575812934 0.50793651
## 8 0.608904431 0.54365079
## 9 0.651860744 0.53174603
## 10 0.726499295 0.46825397
## 11 0.836264941 0.49206349
## 12 0.842371731 0.50396825
## 13 0.881830993 0.57142857
## 14 0.874628112 0.50396825
## 15 0.305182943 0.40000000
## 16 0.303251735 0.40000000
## 17 0.303721489 0.40000000
## 18 0.300955165 0.40000000
## 19 0.305287332 0.40000000
## 20 0.319588705 0.40000000
## 21 0.336499817 0.40000000
## 22 0.341092959 0.40000000
## 23 0.348504619 0.60317460
## 24 0.442924996 0.40000000
## 25 0.494180281 0.40000000
## 26 0.588861632 0.40000000
## 27 0.544391670 0.40000000
## 28 0.511300172 0.40000000
## 29 0.114932930 0.40000000
## 30 0.135706456 0.35714286
## 31 0.156114620 0.33730159
## 32 0.176627173 0.29761905
## 33 0.197296310 0.28968254
## 34 0.217547889 0.33333333
## 35 0.237434104 0.39285714
## 36 0.256276424 0.41666667
## 37 0.273866068 0.49603175
## 38 0.290411817 0.53571429
## 39 0.304034657 0.45634921
## 40 0.313847278 0.56349206
## 41 0.326478417 0.55158730
## 42 0.343128556 0.51587302
## 43 0.651547576 0.40000000
## 44 0.661829949 0.08730159
## 45 0.672582076 0.06746032
## 46 0.680411295 0.09523810
## 47 0.680463490 0.12301587
## 48 0.685682969 0.12698413
## 49 0.713763766 0.06746032
## 50 0.714964247 0.07142857
## 51 0.720235920 0.04761905
## 52 0.744976251 0.06349206
## 53 0.773839971 0.24603175
## 54 0.786418915 0.08730159
## 55 0.796805679 0.12301587
## 56 0.808967065 0.13888889
## 57 0.550000000 0.40000000
## 58 0.550000000 0.40000000
## 59 0.550000000 0.40000000
## 60 0.550000000 0.40000000
## 61 0.550000000 0.40000000
## 62 0.867529621 0.85317460
## 63 0.877968579 0.88888889
## 64 0.877968579 0.85714286
## 65 0.883188058 0.84523810
## 66 0.883188058 0.86904762
## 67 0.893627016 0.84920635
## 68 0.898846495 0.88888889
## 69 0.914504932 0.86507937
## 70 0.924943891 0.89682540
## 71 0.935382849 0.92857143
## 72 0.956260765 1.00000000
## 73 0.945821807 0.40000000
## 74 0.982358161 0.40000000
## 75 0.992797119 0.40000000
## 76 0.709379404 0.40000000
## 77 0.720496894 0.32539683
## 78 0.733075839 0.40000000
## 79 0.741113837 0.32936508
## 80 0.748890861 0.40000000
## 81 0.765906363 0.38888889
## 82 0.790020356 0.40000000
## 83 0.838143953 0.38888889
## 84 0.841536615 0.40000000
## 85 0.881100266 0.40000000
## 86 0.925100475 0.32142857
## 87 0.978704525 0.40000000
## 88 0.947283261 0.48015873
## 89 0.984289368 0.40000000
## 90 0.568453468 0.01984127
## 91 0.600240096 0.06349206
## 92 0.617725351 0.09920635
## 93 0.636306697 0.09920635
## 94 0.655723159 0.10317460
## 95 0.681507386 0.16269841
## 96 0.707239418 0.17857143
## 97 0.712145728 0.21428571
## 98 0.711206222 0.18650794
## 99 0.710005741 0.15079365
## 100 0.715851558 0.06349206
## 101 0.724150530 0.00000000
## 102 0.735424605 0.01190476
## 103 0.748786471 0.04761905
## 104 0.647946135 0.28174603
## 105 0.629573569 0.25000000
## 106 0.645127616 0.26587302
## 107 0.681194217 0.23412698
## 108 0.677123023 0.25793651
## 109 0.684639073 0.26587302
## 110 0.711780364 0.25396825
## 111 0.731196827 0.26984127
## 112 0.741113837 0.28174603
## 113 0.791273031 0.27380952
## 114 0.858865285 0.23412698
## 115 0.901821598 0.25396825
## 116 0.913513231 0.31349206
## 117 0.920820502 0.33333333
## 118 0.855629208 0.40000000
## 119 0.837726395 0.40000000
## 120 0.865389634 0.40000000
## 121 0.869826191 0.40000000
## 122 0.884597317 0.40000000
## 123 0.881204656 0.40000000
## 124 0.914557127 0.40000000
## 125 0.924160969 0.40000000
## 126 0.921185866 0.40000000
## 127 0.947492040 0.40000000
## 128 0.968944099 0.40000000
## 129 0.992066392 0.40000000
## 130 1.000000000 0.40000000
## 131 0.997703429 0.40000000
## 132 0.550000000 0.40000000
## 133 0.550000000 0.40000000
## 134 0.550000000 0.40000000
## 135 0.550000000 0.40000000
## 136 0.550000000 0.40000000
## 137 0.424395845 0.46031746
## 138 0.428153870 0.50793651
## 139 0.440054283 0.52777778
## 140 0.450754215 0.46428571
## 141 0.459679524 0.53571429
## 142 0.482384258 0.57539683
## 143 0.526697636 0.59920635
## 144 0.558432068 0.67857143
## 145 0.581345582 0.65476190
## 146 0.587243593 0.64682540
## 147 0.601179602 0.40000000
## 148 0.609165405 0.63888889
## 149 0.621170207 0.64682540
## 150 0.629625763 0.60714286
## 151 0.773578997 0.59126984
## 152 0.789237434 0.55158730
## 153 0.794456913 0.55158730
## 154 0.804895871 0.56349206
## 155 0.799676392 0.53174603
## 156 0.804895871 0.53968254
## 157 0.815334830 0.54761905
## 158 0.836212746 0.54365079
## 159 0.846651704 0.52777778
## 160 0.857090662 0.52380952
## 161 0.883188058 0.59920635
## 162 0.877968579 0.61111111
## 163 0.877968579 0.53174603
## 164 0.893627016 0.52777778
## 165 0.000000000 0.40000000
## 166 0.015919411 0.40000000
## 167 0.030794927 0.40000000
## 168 0.057675244 0.40000000
## 169 0.070671747 0.26984127
## 170 0.083459471 0.40000000
## 171 0.097291090 0.40000000
## 172 0.138316196 0.40000000
## 173 0.182994937 0.40000000
## 174 0.246985751 0.40000000
## 175 0.301581502 0.40000000
## 176 0.334777389 0.40000000
## 177 0.352732397 0.40000000
## 178 0.365989874 0.39285714
## 179 0.005271674 0.40000000
## 180 0.024270578 0.40000000
## 181 0.059293283 0.55555556
## 182 0.091654053 0.40000000
## 183 0.108043217 0.40000000
## 184 0.124067018 0.40000000
## 185 0.141917637 0.40000000
## 186 0.165770656 0.40000000
## 187 0.187849053 0.40000000
## 188 0.211232319 0.40000000
## 189 0.233989248 0.40000000
## 190 0.255858865 0.40000000
## 191 0.275275328 0.40000000
## 192 0.293386920 0.40000000
## 193 0.078553160 0.07936508
## 194 0.106738348 0.09920635
## 195 0.131269899 0.06746032
## 196 0.157523879 0.20238095
## 197 0.179184717 0.20634921
## 198 0.195051934 0.23412698
## 199 0.209666475 0.21031746
## 200 0.225324913 0.22619048
## 201 0.231170729 0.24603175
## 202 0.245837465 0.27380952
## 203 0.261913461 0.40000000
## 204 0.276214834 0.40000000
## 205 0.291194739 0.40000000
## 206 0.305757085 0.32936508
## 207 0.640221306 0.40000000
## 208 0.672843050 0.40000000
## 209 0.700036536 0.40000000
## 210 0.722480296 0.40000000
## 211 0.741218226 0.40000000
## 212 0.756981053 0.40000000
## 213 0.776658489 0.40000000
## 214 0.794822277 0.40000000
## 215 0.809854377 0.78571429
## 216 0.816952868 0.40000000
## 217 0.824938671 0.40000000
## 218 0.828174748 0.60317460
## 219 0.833342032 0.40000000
## 220 0.845451224 0.40000000
## 221 0.550000000 0.40000000
## 222 0.550000000 0.40000000
## 223 0.550000000 0.40000000
## 224 0.550000000 0.40000000
## 225 0.550000000 0.40000000
## 226 0.390938984 0.29365079
## 227 0.403256955 0.40000000
## 228 0.415783705 0.21825397
## 229 0.431337752 0.40000000
## 230 0.462550237 0.24603175
## 231 0.500756824 0.40000000
## 232 0.528785427 0.32539683
## 233 0.553630148 0.40000000
## 234 0.562868626 0.36111111
## 235 0.571219792 0.40000000
## 236 0.587504567 0.41666667
## 237 0.598569863 0.40000000
## 238 0.614854638 0.46031746
## 239 0.632339892 0.40000000
## 240 0.181429093 0.40000000
## 241 0.201576283 0.40000000
## 242 0.219531291 0.40000000
## 243 0.241035545 0.40000000
## 244 0.260191033 0.35317460
## 245 0.280390417 0.40000000
## 246 0.300694191 0.40000000
## 247 0.322250639 0.40000000
## 248 0.345111958 0.40000000
## 249 0.366042069 0.40000000
## 250 0.384727804 0.40000000
## 251 0.405918889 0.40000000
## 252 0.424134871 0.40000000
## 253 0.440785010 0.40000000
## 254 0.550000000 0.40000000
## 255 0.550000000 0.40000000
## 256 0.550000000 0.40000000
## 257 0.550000000 0.40000000
## 258 0.550000000 0.40000000
## 259 0.356855786 0.13888889
## 260 0.357064565 0.15079365
## 261 0.370008873 0.13492063
## 262 0.386293648 0.14285714
## 263 0.400542826 0.18253968
## 264 0.416618821 0.17063492
## 265 0.434573830 0.18650794
## 266 0.456182473 0.20634921
## 267 0.485463751 0.23412698
## 268 0.535048802 0.21031746
## 269 0.579518764 0.40000000
## 270 0.596064513 0.16666667
## 271 0.604520069 0.40000000
## 272 0.615480975 0.24603175
## 273 0.550000000 0.40000000
## 274 0.550000000 0.40000000
## 275 0.550000000 0.40000000
## 276 0.550000000 0.40000000
## 277 0.550000000 0.40000000
## 278 0.414270056 0.38095238
## 279 0.421264158 0.41269841
## 280 0.449449345 0.42460317
## 281 0.469805313 0.44444444
## 282 0.493501749 0.47619048
## 283 0.515319171 0.46428571
## 284 0.535309776 0.45634921
## 285 0.551542356 0.46825397
## 286 0.568453468 0.50396825
## 287 0.572472467 0.53968254
## 288 0.585155801 0.45238095
## 289 0.596221097 0.59523810
## 290 0.607442977 0.58730159
## 291 0.619917532 0.57142857
## 292 0.295109348 0.30952381
## 293 0.310559006 0.29365079
## 294 0.328774988 0.35714286
## 295 0.346677802 0.29365079
## 296 0.364163057 0.42857143
## 297 0.380134663 0.39285714
## 298 0.395740905 0.37301587
## 299 0.407745707 0.51190476
## 300 0.416149068 0.45238095
## 301 0.437966491 0.52380952
## 302 0.462654627 0.61507937
## 303 0.482801816 0.65873016
## 304 0.499295370 0.71825397
## 305 0.516206483 0.66269841
## 306 0.393809698 0.40000000
## 307 0.397933086 0.40000000
## 308 0.411347148 0.40000000
## 309 0.435617725 0.40000000
## 310 0.457539538 0.40000000
## 311 0.481079388 0.40000000
## 312 0.498930007 0.40000000
## 313 0.516206483 0.40000000
## 314 0.547575552 0.40000000
## 315 0.601388381 0.40000000
## 316 0.640899838 0.40000000
## 317 0.657758756 0.40000000
## 318 0.667884545 0.40000000
## 319 0.664648468 0.40000000
## 320 0.550000000 0.40000000
## 321 0.550000000 0.40000000
## 322 0.550000000 0.40000000
## 323 0.550000000 0.40000000
## 324 0.550000000 0.40000000Calculo de las ponderaciones
Función
# Método CRITIC
ponderadores_critic <- function(matriz_datos) {
# Desviaciones de las variables
sigma <- apply(X = matriz_datos, MARGIN = 2, sd)
# Correlaciones entre las variables
rho <- cor(matriz_datos)
# Suma de las correlaciones excedentes
cj <- apply(X = 1 - rho, MARGIN = 2, sum)
# Cálculos de ponderadores
pesos_brutos <- sigma * cj
pesos_normalizados <- prop.table(pesos_brutos)
# Salida de resultados
resultados <- list(pesos_brutos = pesos_brutos,
pesos_normalizados = pesos_normalizados)
return(resultados)
}Ponderaciones Variables
#D_Pobreza
w_D_Pobreza <- bateria_normalizada %>%
select("SI.POV.UMIC",
"1.0.HCount.1.90usd",
"SI.POV.GINI",
"3.2.Gini",
"3.1.Gini",
"SI.POV.GAPS",
"1.1.HCount.Ofcl",
"1.2.HCount.Ofcl")
Pesos_pobreza <- ponderadores_critic(matriz_datos = w_D_Pobreza)
Pesos_pobreza$pesos_normalizados## SI.POV.UMIC 1.0.HCount.1.90usd SI.POV.GINI 3.2.Gini
## 0.16251238 0.07800453 0.20196157 0.14517785
## 3.1.Gini SI.POV.GAPS 1.1.HCount.Ofcl 1.2.HCount.Ofcl
## 0.10709260 0.10085631 0.10841693 0.09597784#D_Población
w_D_Poblacion <- bateria_normalizada %>%
select("SP.POP.TOTL",
"SP.ADO.TFRT",
"SP.DYN.CBRT.IN")
Pesos_poblacion <- ponderadores_critic(matriz_datos = w_D_Poblacion)
Pesos_poblacion$pesos_normalizados## SP.POP.TOTL SP.ADO.TFRT SP.DYN.CBRT.IN
## 0.4512594 0.2625704 0.2861702#D_Decon
w_D_Decon <- bateria_normalizada %>%
select("NY.GDP.PCAP.KD.ZG",
"SL.EMP.WORK.ZS",
"SH.XPD.GHED.PP.CD",
"SE.XPD.TOTL.GD.ZS",
"NY.GNS.ICTR.ZS")
Pesos_Decon <- ponderadores_critic(matriz_datos = w_D_Decon)
Pesos_Decon$pesos_normalizados## NY.GDP.PCAP.KD.ZG SL.EMP.WORK.ZS SH.XPD.GHED.PP.CD SE.XPD.TOTL.GD.ZS
## 0.1621357 0.2355682 0.1980180 0.1769640
## NY.GNS.ICTR.ZS
## 0.2273141Multiplicación de Ponderaciones por datos normalizados para obtener Dimensión
# Matriz pesos Pobreza
Pesos_Po <- Pesos_pobreza$pesos_normalizados %>% as.vector.data.frame()
n <- 324
W_Pobreza <- map2(Pesos_Po,n,.f = rep) %>% as.data.frame()
## Multiplicación y obtención de la dimensión
Multi_Pobreza <- w_D_Pobreza * W_Pobreza
Multi_Pobreza <- Multi_Pobreza %>%
mutate(Dimension_Pobreza= round(rowSums (Multi_Pobreza[ , 1:8]),2))
Multi_Pobreza <- Multi_Pobreza %>% select(Dimension_Pobreza)
# Matriz pesos Poblacion
Pesos_P <- Pesos_poblacion$pesos_normalizados %>% as.vector.data.frame()
n <- 324
W_Poblacion <- map2(Pesos_P,n,.f = rep) %>% as.data.frame()
## Multiplicación y obtención de la dimensión
Multi_Poblacion <- w_D_Poblacion * W_Poblacion
Multi_Poblacion <- Multi_Poblacion %>%
mutate(Dimension_Poblacion= round(rowSums (Multi_Poblacion[ , 1:3]),2))
Multi_Poblacion <- Multi_Poblacion %>% select(Dimension_Poblacion)
# Matriz pesos Decon
Pesos_Deco <- Pesos_Decon$pesos_normalizados %>% as.vector.data.frame()
n <- 324
W_Decon <- map2(Pesos_Deco,n,.f = rep) %>% as.data.frame()
## Multiplicación y obtención de la dimensión
Multi_Decon <- w_D_Decon * W_Decon
Multi_Decon <- Multi_Decon %>%
mutate(Dimension_Decon= round(rowSums (Multi_Decon[ , 1:5]),2))
Multi_Decon <- Multi_Decon %>% select(Dimension_Decon)
#Union de dimensiones
Bateria_dimensiones <- cbind(Multi_Pobreza,Multi_Poblacion, Multi_Decon)
Bateria_dimensiones## Dimension_Pobreza Dimension_Poblacion Dimension_Decon
## 1 0.71 0.65 0.46
## 2 0.74 0.64 0.45
## 3 0.76 0.66 0.42
## 4 0.73 0.65 0.42
## 5 0.72 0.65 0.41
## 6 0.60 0.66 0.42
## 7 0.66 0.68 0.40
## 8 0.67 0.70 0.41
## 9 0.66 0.73 0.36
## 10 0.64 0.77 0.38
## 11 0.64 0.82 0.36
## 12 0.65 0.83 0.48
## 13 0.67 0.85 0.45
## 14 0.65 0.85 0.39
## 15 0.60 0.63 0.38
## 16 0.60 0.63 0.40
## 17 0.60 0.63 0.41
## 18 0.60 0.63 0.39
## 19 0.60 0.63 0.39
## 20 0.60 0.64 0.40
## 21 0.60 0.64 0.40
## 22 0.60 0.64 0.37
## 23 0.66 0.64 0.36
## 24 0.60 0.69 0.38
## 25 0.60 0.72 0.34
## 26 0.60 0.76 0.49
## 27 0.60 0.75 0.40
## 28 0.60 0.73 0.40
## 29 0.60 0.54 0.38
## 30 0.56 0.55 0.39
## 31 0.54 0.56 0.39
## 32 0.55 0.57 0.38
## 33 0.55 0.58 0.35
## 34 0.58 0.59 0.31
## 35 0.59 0.60 0.29
## 36 0.60 0.61 0.30
## 37 0.63 0.61 0.30
## 38 0.65 0.62 0.29
## 39 0.63 0.63 0.22
## 40 0.65 0.63 0.29
## 41 0.65 0.64 0.28
## 42 0.65 0.64 0.24
## 43 0.60 0.49 0.42
## 44 0.52 0.49 0.42
## 45 0.52 0.49 0.41
## 46 0.53 0.49 0.42
## 47 0.54 0.49 0.39
## 48 0.54 0.49 0.36
## 49 0.52 0.51 0.35
## 50 0.52 0.51 0.37
## 51 0.52 0.52 0.37
## 52 0.52 0.53 0.36
## 53 0.58 0.55 0.35
## 54 0.52 0.55 0.41
## 55 0.54 0.56 0.39
## 56 0.55 0.56 0.39
## 57 0.60 0.67 0.39
## 58 0.52 0.67 0.39
## 59 0.53 0.67 0.39
## 60 0.60 0.67 0.39
## 61 0.55 0.67 0.39
## 62 0.75 0.89 0.54
## 63 0.76 0.90 0.55
## 64 0.75 0.90 0.54
## 65 0.75 0.90 0.55
## 66 0.75 0.90 0.56
## 67 0.75 0.91 0.53
## 68 0.75 0.91 0.54
## 69 0.75 0.92 0.56
## 70 0.76 0.92 0.55
## 71 0.76 0.93 0.56
## 72 0.78 0.93 0.54
## 73 0.60 0.93 0.64
## 74 0.60 0.94 0.62
## 75 0.60 0.94 0.60
## 76 0.60 0.77 0.48
## 77 0.61 0.78 0.45
## 78 0.60 0.78 0.49
## 79 0.67 0.79 0.46
## 80 0.60 0.80 0.45
## 81 0.63 0.82 0.46
## 82 0.60 0.84 0.45
## 83 0.64 0.87 0.44
## 84 0.60 0.88 0.46
## 85 0.60 0.90 0.44
## 86 0.62 0.93 0.42
## 87 0.60 0.96 0.48
## 88 0.66 0.95 0.44
## 89 0.60 0.97 0.45
## 90 0.37 0.62 0.33
## 91 0.42 0.64 0.35
## 92 0.44 0.64 0.33
## 93 0.46 0.65 0.34
## 94 0.48 0.66 0.34
## 95 0.52 0.68 0.33
## 96 0.52 0.70 0.33
## 97 0.53 0.70 0.32
## 98 0.52 0.70 0.32
## 99 0.51 0.70 0.33
## 100 0.46 0.70 0.26
## 101 0.47 0.71 0.34
## 102 0.48 0.71 0.34
## 103 0.50 0.72 0.30
## 104 0.67 0.75 0.44
## 105 0.66 0.73 0.41
## 106 0.67 0.74 0.41
## 107 0.66 0.76 0.40
## 108 0.65 0.76 0.40
## 109 0.59 0.77 0.42
## 110 0.59 0.79 0.44
## 111 0.60 0.80 0.43
## 112 0.60 0.81 0.42
## 113 0.60 0.84 0.42
## 114 0.57 0.88 0.40
## 115 0.59 0.91 0.45
## 116 0.61 0.91 0.41
## 117 0.61 0.92 0.41
## 118 0.60 0.82 0.63
## 119 0.60 0.81 0.49
## 120 0.60 0.83 0.58
## 121 0.60 0.83 0.57
## 122 0.60 0.84 0.55
## 123 0.60 0.84 0.57
## 124 0.60 0.85 0.53
## 125 0.60 0.85 0.47
## 126 0.60 0.84 0.47
## 127 0.60 0.85 0.52
## 128 0.60 0.86 0.41
## 129 0.60 0.87 0.54
## 130 0.60 0.88 0.47
## 131 0.60 0.87 0.41
## 132 0.60 0.67 0.39
## 133 0.60 0.67 0.39
## 134 0.63 0.67 0.39
## 135 0.61 0.67 0.39
## 136 0.61 0.67 0.39
## 137 0.62 0.65 0.30
## 138 0.65 0.66 0.30
## 139 0.69 0.66 0.29
## 140 0.69 0.67 0.27
## 141 0.72 0.67 0.29
## 142 0.60 0.68 0.30
## 143 0.61 0.70 0.31
## 144 0.63 0.72 0.32
## 145 0.63 0.74 0.33
## 146 0.64 0.74 0.35
## 147 0.60 0.75 0.31
## 148 0.63 0.75 0.41
## 149 0.64 0.76 0.35
## 150 0.63 0.76 0.37
## 151 0.69 0.44 0.58
## 152 0.68 0.45 0.58
## 153 0.68 0.46 0.60
## 154 0.68 0.46 0.61
## 155 0.68 0.46 0.62
## 156 0.68 0.47 0.62
## 157 0.68 0.47 0.60
## 158 0.68 0.48 0.62
## 159 0.68 0.48 0.63
## 160 0.68 0.49 0.64
## 161 0.69 0.49 0.64
## 162 0.70 0.50 0.68
## 163 0.68 0.49 0.67
## 164 0.68 0.50 0.49
## 165 0.60 0.47 0.24
## 166 0.60 0.47 0.26
## 167 0.60 0.47 0.24
## 168 0.60 0.50 0.26
## 169 0.45 0.50 0.27
## 170 0.60 0.51 0.29
## 171 0.60 0.52 0.30
## 172 0.60 0.53 0.29
## 173 0.60 0.55 0.30
## 174 0.60 0.58 0.33
## 175 0.60 0.61 0.31
## 176 0.60 0.62 0.34
## 177 0.60 0.63 0.32
## 178 0.55 0.63 0.37
## 179 0.60 0.55 0.24
## 180 0.60 0.56 0.25
## 181 0.43 0.57 0.19
## 182 0.60 0.59 0.20
## 183 0.60 0.59 0.13
## 184 0.60 0.60 0.13
## 185 0.60 0.61 0.13
## 186 0.60 0.62 0.16
## 187 0.60 0.63 0.13
## 188 0.60 0.64 0.14
## 189 0.60 0.64 0.14
## 190 0.60 0.65 0.11
## 191 0.60 0.66 0.10
## 192 0.60 0.67 0.18
## 193 0.28 0.49 0.30
## 194 0.19 0.50 0.32
## 195 0.13 0.51 0.30
## 196 0.25 0.53 0.27
## 197 0.32 0.54 0.32
## 198 0.47 0.55 0.35
## 199 0.46 0.55 0.37
## 200 0.47 0.56 0.37
## 201 0.47 0.56 0.35
## 202 0.49 0.57 0.34
## 203 0.60 0.57 0.33
## 204 0.60 0.58 0.39
## 205 0.60 0.59 0.34
## 206 0.50 0.59 0.36
## 207 0.60 0.77 0.32
## 208 0.60 0.78 0.30
## 209 0.60 0.79 0.30
## 210 0.60 0.80 0.32
## 211 0.60 0.81 0.33
## 212 0.60 0.82 0.36
## 213 0.60 0.84 0.39
## 214 0.60 0.85 0.39
## 215 0.70 0.86 0.41
## 216 0.60 0.86 0.41
## 217 0.60 0.87 0.33
## 218 0.66 0.87 0.40
## 219 0.60 0.87 0.41
## 220 0.60 0.87 0.41
## 221 0.54 0.67 0.39
## 222 0.60 0.67 0.39
## 223 0.52 0.67 0.39
## 224 0.60 0.67 0.39
## 225 0.52 0.67 0.39
## 226 0.53 0.49 0.40
## 227 0.60 0.49 0.40
## 228 0.53 0.49 0.40
## 229 0.60 0.49 0.36
## 230 0.53 0.51 0.38
## 231 0.60 0.53 0.40
## 232 0.57 0.55 0.40
## 233 0.60 0.55 0.40
## 234 0.58 0.56 0.41
## 235 0.60 0.56 0.41
## 236 0.59 0.56 0.38
## 237 0.60 0.57 0.43
## 238 0.62 0.57 0.42
## 239 0.60 0.58 0.43
## 240 0.60 0.50 0.31
## 241 0.60 0.51 0.35
## 242 0.60 0.51 0.35
## 243 0.60 0.52 0.34
## 244 0.59 0.53 0.35
## 245 0.60 0.54 0.38
## 246 0.60 0.55 0.37
## 247 0.60 0.56 0.38
## 248 0.60 0.57 0.33
## 249 0.60 0.57 0.36
## 250 0.60 0.58 0.36
## 251 0.60 0.59 0.37
## 252 0.60 0.60 0.34
## 253 0.60 0.61 0.48
## 254 0.58 0.67 0.39
## 255 0.59 0.67 0.39
## 256 0.59 0.67 0.39
## 257 0.60 0.67 0.39
## 258 0.59 0.67 0.39
## 259 0.53 0.59 0.46
## 260 0.55 0.59 0.51
## 261 0.54 0.59 0.54
## 262 0.55 0.60 0.54
## 263 0.56 0.61 0.48
## 264 0.56 0.62 0.52
## 265 0.57 0.64 0.50
## 266 0.57 0.65 0.53
## 267 0.58 0.67 0.49
## 268 0.58 0.70 0.48
## 269 0.60 0.73 0.33
## 270 0.57 0.74 0.53
## 271 0.60 0.75 0.53
## 272 0.58 0.75 0.55
## 273 0.67 0.67 0.39
## 274 0.68 0.67 0.39
## 275 0.70 0.67 0.39
## 276 0.72 0.67 0.39
## 277 0.73 0.67 0.39
## 278 0.55 0.65 0.34
## 279 0.56 0.65 0.34
## 280 0.57 0.66 0.34
## 281 0.58 0.67 0.34
## 282 0.59 0.68 0.32
## 283 0.59 0.69 0.33
## 284 0.59 0.70 0.32
## 285 0.59 0.71 0.32
## 286 0.60 0.72 0.32
## 287 0.62 0.73 0.32
## 288 0.56 0.73 0.25
## 289 0.62 0.74 0.37
## 290 0.62 0.74 0.31
## 291 0.61 0.75 0.32
## 292 0.55 0.56 0.31
## 293 0.55 0.56 0.28
## 294 0.57 0.57 0.33
## 295 0.56 0.59 0.33
## 296 0.60 0.60 0.35
## 297 0.60 0.61 0.37
## 298 0.60 0.63 0.38
## 299 0.64 0.64 0.38
## 300 0.63 0.65 0.40
## 301 0.65 0.67 0.41
## 302 0.66 0.69 0.35
## 303 0.67 0.71 0.46
## 304 0.68 0.72 0.43
## 305 0.68 0.72 0.45
## 306 0.60 0.56 0.48
## 307 0.60 0.56 0.50
## 308 0.60 0.56 0.47
## 309 0.60 0.57 0.40
## 310 0.60 0.58 0.29
## 311 0.60 0.60 0.40
## 312 0.60 0.61 0.40
## 313 0.60 0.63 0.40
## 314 0.60 0.65 0.40
## 315 0.60 0.67 0.36
## 316 0.60 0.68 0.36
## 317 0.60 0.69 0.36
## 318 0.60 0.69 0.36
## 319 0.60 0.69 0.38
## 320 0.60 0.67 0.39
## 321 0.60 0.67 0.39
## 322 0.60 0.67 0.39
## 323 0.60 0.67 0.39
## 324 0.60 0.67 0.39Ponderaciones de dimensiones
Pesos_dimensiones <- ponderadores_critic(matriz_datos = Bateria_dimensiones)
Pesos_dimensiones$pesos_normalizados## Dimension_Pobreza Dimension_Poblacion Dimension_Decon
## 0.2425316 0.4240187 0.3334498Pesos_Pobr <- Pesos_dimensiones$pesos_normalizados %>% as.vector.data.frame()
n <- 324
W_D <- map2(Pesos_Pobr,n,.f = rep) %>% as.data.frame()
## Multiplicación y obtención de la dimensión
Indicador_Sintetico <- Bateria_dimensiones * W_D
Indicador_Sintetico <- Indicador_Sintetico %>%
mutate(Indicador_Sintetico_Calculado= round(rowSums (Indicador_Sintetico[ , 1:2]),2))
Indicador_Sintetico <-Indicador_Sintetico %>% select(Indicador_Sintetico_Calculado)
Tabla_completa <- D_Pobreza %>% select(date,country)
Tabla_completa<-bind_cols(Tabla_completa,Bateria_dimensiones,Indicador_Sintetico)
Tabla_completa## # A tibble: 324 × 6
## date country Dimension_Pobreza Dimension_Poblacion Dimension_Decon
## <dbl> <chr> <dbl> <dbl> <dbl>
## 1 2010 Argentina 0.71 0.65 0.46
## 2 2011 Argentina 0.74 0.64 0.45
## 3 2012 Argentina 0.76 0.66 0.42
## 4 2013 Argentina 0.73 0.65 0.42
## 5 2014 Argentina 0.72 0.65 0.41
## 6 2015 Argentina 0.6 0.66 0.42
## 7 2016 Argentina 0.66 0.68 0.4
## 8 2017 Argentina 0.67 0.7 0.41
## 9 2018 Argentina 0.66 0.73 0.36
## 10 2019 Argentina 0.64 0.77 0.38
## # ℹ 314 more rows
## # ℹ 1 more variable: Indicador_Sintetico_Calculado <dbl>