DATA607_Project2_Dataset3
Violeta Stoyanova
3/11/2018
rm(list=ls())
library(tidyr)
library(dplyr)##
## Attaching package: 'dplyr'## The following objects are masked from 'package:stats':
##
## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, unionlibrary(tidyverse)## ── Attaching packages ───────────────────────────────────────────────────────────────────────── tidyverse 1.2.1 ──## ✔ ggplot2 2.2.1 ✔ purrr 0.2.4
## ✔ tibble 1.4.1 ✔ stringr 1.2.0
## ✔ readr 1.1.1 ✔ forcats 0.2.0## ── Conflicts ──────────────────────────────────────────────────────────────────────────── tidyverse_conflicts() ──
## ✖ dplyr::filter() masks stats::filter()
## ✖ dplyr::lag() masks stats::lag()#The third dataset is takes a closer look into world's total population from 1960 until 2016. The format of the dataset is "wide" and I'll will transform it into long in order to tidy it.
myurl3<-"https://raw.githubusercontent.com/VioletaStoyanova/Data-607_Project2/master/API_SP.POP.TOTL_DS2_en_csv_v2.csv"
pop_total<-read.csv(myurl3, header = TRUE, stringsAsFactors = FALSE)
head(pop_total)## Country.Name Country.Code Indicator.Name Indicator.Code X1960
## 1 Aruba ABW Population, total SP.POP.TOTL 54211
## 2 Afghanistan AFG Population, total SP.POP.TOTL 8996351
## 3 Angola AGO Population, total SP.POP.TOTL 5643182
## 4 Albania ALB Population, total SP.POP.TOTL 1608800
## 5 Andorra AND Population, total SP.POP.TOTL 13411
## 6 Arab World ARB Population, total SP.POP.TOTL 92490932
## X1961 X1962 X1963 X1964 X1965 X1966 X1967
## 1 55438 56225 56695 57032 57360 57715 58055
## 2 9166764 9345868 9533954 9731361 9938414 10152331 10372630
## 3 5753024 5866061 5980417 6093321 6203299 6309770 6414995
## 4 1659800 1711319 1762621 1814135 1864791 1914573 1965598
## 5 14375 15370 16412 17469 18549 19647 20758
## 6 95044497 97682294 100411076 103239902 106174988 109230593 112406932
## X1968 X1969 X1970 X1971 X1972 X1973 X1974
## 1 58386 58726 59063 59440 59840 60243 60528
## 2 10604346 10854428 11126123 11417825 11721940 12027822 12321541
## 3 6523791 6642632 6776381 6927269 7094834 7277960 7474338
## 4 2022272 2081695 2135479 2187853 2243126 2296752 2350124
## 5 21890 23058 24276 25559 26892 28232 29520
## 6 115680165 119016542 122398374 125807419 129269375 132863416 136696761
## X1975 X1976 X1977 X1978 X1979 X1980 X1981
## 1 60657 60586 60366 60103 59980 60096 60567
## 2 12590286 12840299 13067538 13237734 13306695 13248370 13053954
## 3 7682479 7900997 8130988 8376147 8641521 8929900 9244507
## 4 2404831 2458526 2513546 2566266 2617832 2671997 2726056
## 5 30705 31777 32771 33737 34818 36067 37500
## 6 140843298 145332378 150133054 155183724 160392488 165689490 171051950
## X1982 X1983 X1984 X1985 X1986 X1987 X1988
## 1 61345 62201 62836 63026 62644 61833 61079
## 2 12749645 12389269 12047115 11783050 11601041 11502761 11540888
## 3 9582156 9931562 10277321 10609042 10921037 11218268 11513968
## 4 2784278 2843960 2904429 2964762 3022635 3083605 3142336
## 5 39114 40867 42706 44600 46517 48455 50434
## 6 176490084 182005827 187610756 193310301 199093767 204942549 210844771
## X1989 X1990 X1991 X1992 X1993 X1994 X1995
## 1 61032 62149 64622 68235 72504 76700 80324
## 2 11777609 12249114 12993657 13981231 15095099 16172719 17099541
## 3 11827237 12171441 12553446 12968345 13403734 13841301 14268994
## 4 3227943 3286542 3266790 3247039 3227287 3207536 3187784
## 5 52448 54509 56671 58888 60971 62677 63850
## 6 216787402 224735446 230829868 235037179 241286091 247435930 255029671
## X1996 X1997 X1998 X1999 X2000 X2001 X2002
## 1 83200 85451 87277 89005 90853 92898 94992
## 2 17822884 18381605 18863999 19403676 20093756 20966463 21979923
## 3 14682284 15088981 15504318 15949766 16440924 16983266 17572649
## 4 3168033 3148281 3128530 3108778 3089027 3060173 3051010
## 5 64360 64327 64142 64370 65390 67341 70049
## 6 260843462 266575075 272235146 277962869 283832016 289850357 296026575
## X2003 X2004 X2005 X2006 X2007 X2008 X2009
## 1 97017 98737 100031 100832 101220 101353 101453
## 2 23064851 24118979 25070798 25893450 26616792 27294031 28004331
## 3 18203369 18865716 19552542 20262399 20997687 21759420 22549547
## 4 3039616 3026939 3011487 2992547 2970017 2947314 2927519
## 5 73182 76244 78867 80991 82683 83861 84462
## 6 302434519 309162029 316264728 323773264 331653797 339825483 348145094
## X2010 X2011 X2012 X2013 X2014 X2015 X2016
## 1 101669 102053 102577 103187 103795 104341 104822
## 2 28803167 29708599 30696958 31731688 32758020 33736494 34656032
## 3 23369131 24218565 25096150 25998340 26920466 27859305 28813463
## 4 2913021 2905195 2900401 2895092 2889104 2880703 2876101
## 5 84449 83751 82431 80788 79223 78014 77281
## 6 356508908 364895878 373306993 381702086 390043028 398304960 406452690
## X2017 X
## 1 NA NA
## 2 NA NA
## 3 NA NA
## 4 NA NA
## 5 NA NA
## 6 NA NA#I wanted to look at the populaton every ten years.
PT_sel <- select(pop_total, c(1,2,9,19,29,39,49,59))
PT_sel## Country.Name Country.Code
## 1 Aruba ABW
## 2 Afghanistan AFG
## 3 Angola AGO
## 4 Albania ALB
## 5 Andorra AND
## 6 Arab World ARB
## 7 United Arab Emirates ARE
## 8 Argentina ARG
## 9 Armenia ARM
## 10 American Samoa ASM
## 11 Antigua and Barbuda ATG
## 12 Australia AUS
## 13 Austria AUT
## 14 Azerbaijan AZE
## 15 Burundi BDI
## 16 Belgium BEL
## 17 Benin BEN
## 18 Burkina Faso BFA
## 19 Bangladesh BGD
## 20 Bulgaria BGR
## 21 Bahrain BHR
## 22 Bahamas, The BHS
## 23 Bosnia and Herzegovina BIH
## 24 Belarus BLR
## 25 Belize BLZ
## 26 Bermuda BMU
## 27 Bolivia BOL
## 28 Brazil BRA
## 29 Barbados BRB
## 30 Brunei Darussalam BRN
## 31 Bhutan BTN
## 32 Botswana BWA
## 33 Central African Republic CAF
## 34 Canada CAN
## 35 Central Europe and the Baltics CEB
## 36 Switzerland CHE
## 37 Channel Islands CHI
## 38 Chile CHL
## 39 China CHN
## 40 Cote d'Ivoire CIV
## 41 Cameroon CMR
## 42 Congo, Dem. Rep. COD
## 43 Congo, Rep. COG
## 44 Colombia COL
## 45 Comoros COM
## 46 Cabo Verde CPV
## 47 Costa Rica CRI
## 48 Caribbean small states CSS
## 49 Cuba CUB
## 50 Curacao CUW
## 51 Cayman Islands CYM
## 52 Cyprus CYP
## 53 Czech Republic CZE
## 54 Germany DEU
## 55 Djibouti DJI
## 56 Dominica DMA
## 57 Denmark DNK
## 58 Dominican Republic DOM
## 59 Algeria DZA
## 60 East Asia & Pacific (excluding high income) EAP
## 61 Early-demographic dividend EAR
## 62 East Asia & Pacific EAS
## 63 Europe & Central Asia (excluding high income) ECA
## 64 Europe & Central Asia ECS
## 65 Ecuador ECU
## 66 Egypt, Arab Rep. EGY
## 67 Euro area EMU
## 68 Eritrea ERI
## 69 Spain ESP
## 70 Estonia EST
## 71 Ethiopia ETH
## 72 European Union EUU
## 73 Fragile and conflict affected situations FCS
## 74 Finland FIN
## 75 Fiji FJI
## 76 France FRA
## 77 Faroe Islands FRO
## 78 Micronesia, Fed. Sts. FSM
## 79 Gabon GAB
## 80 United Kingdom GBR
## 81 Georgia GEO
## 82 Ghana GHA
## 83 Gibraltar GIB
## 84 Guinea GIN
## 85 Gambia, The GMB
## 86 Guinea-Bissau GNB
## 87 Equatorial Guinea GNQ
## 88 Greece GRC
## 89 Grenada GRD
## 90 Greenland GRL
## 91 Guatemala GTM
## 92 Guam GUM
## 93 Guyana GUY
## 94 High income HIC
## 95 Hong Kong SAR, China HKG
## 96 Honduras HND
## 97 Heavily indebted poor countries (HIPC) HPC
## 98 Croatia HRV
## 99 Haiti HTI
## 100 Hungary HUN
## 101 IBRD only IBD
## 102 IDA & IBRD total IBT
## 103 IDA total IDA
## 104 IDA blend IDB
## 105 Indonesia IDN
## 106 IDA only IDX
## 107 Isle of Man IMN
## 108 India IND
## 109 Not classified INX
## 110 Ireland IRL
## 111 Iran, Islamic Rep. IRN
## 112 Iraq IRQ
## 113 Iceland ISL
## 114 Israel ISR
## 115 Italy ITA
## 116 Jamaica JAM
## 117 Jordan JOR
## 118 Japan JPN
## 119 Kazakhstan KAZ
## 120 Kenya KEN
## 121 Kyrgyz Republic KGZ
## 122 Cambodia KHM
## 123 Kiribati KIR
## 124 St. Kitts and Nevis KNA
## 125 Korea, Rep. KOR
## 126 Kuwait KWT
## 127 Latin America & Caribbean (excluding high income) LAC
## 128 Lao PDR LAO
## 129 Lebanon LBN
## 130 Liberia LBR
## 131 Libya LBY
## 132 St. Lucia LCA
## 133 Latin America & Caribbean LCN
## 134 Least developed countries: UN classification LDC
## 135 Low income LIC
## 136 Liechtenstein LIE
## 137 Sri Lanka LKA
## 138 Lower middle income LMC
## 139 Low & middle income LMY
## 140 Lesotho LSO
## 141 Late-demographic dividend LTE
## 142 Lithuania LTU
## 143 Luxembourg LUX
## 144 Latvia LVA
## 145 Macao SAR, China MAC
## 146 St. Martin (French part) MAF
## 147 Morocco MAR
## 148 Monaco MCO
## 149 Moldova MDA
## 150 Madagascar MDG
## 151 Maldives MDV
## 152 Middle East & North Africa MEA
## 153 Mexico MEX
## 154 Marshall Islands MHL
## 155 Middle income MIC
## 156 Macedonia, FYR MKD
## 157 Mali MLI
## 158 Malta MLT
## 159 Myanmar MMR
## 160 Middle East & North Africa (excluding high income) MNA
## 161 Montenegro MNE
## 162 Mongolia MNG
## 163 Northern Mariana Islands MNP
## 164 Mozambique MOZ
## 165 Mauritania MRT
## 166 Mauritius MUS
## 167 Malawi MWI
## 168 Malaysia MYS
## 169 North America NAC
## 170 Namibia NAM
## 171 New Caledonia NCL
## 172 Niger NER
## 173 Nigeria NGA
## 174 Nicaragua NIC
## 175 Netherlands NLD
## 176 Norway NOR
## 177 Nepal NPL
## 178 Nauru NRU
## 179 New Zealand NZL
## 180 OECD members OED
## 181 Oman OMN
## 182 Other small states OSS
## 183 Pakistan PAK
## 184 Panama PAN
## 185 Peru PER
## 186 Philippines PHL
## 187 Palau PLW
## 188 Papua New Guinea PNG
## 189 Poland POL
## 190 Pre-demographic dividend PRE
## 191 Puerto Rico PRI
## 192 Korea, Dem. People’s Rep. PRK
## 193 Portugal PRT
## 194 Paraguay PRY
## 195 West Bank and Gaza PSE
## 196 Pacific island small states PSS
## 197 Post-demographic dividend PST
## 198 French Polynesia PYF
## 199 Qatar QAT
## 200 Romania ROU
## 201 Russian Federation RUS
## 202 Rwanda RWA
## 203 South Asia SAS
## 204 Saudi Arabia SAU
## 205 Sudan SDN
## 206 Senegal SEN
## 207 Singapore SGP
## 208 Solomon Islands SLB
## 209 Sierra Leone SLE
## 210 El Salvador SLV
## 211 San Marino SMR
## 212 Somalia SOM
## 213 Serbia SRB
## 214 Sub-Saharan Africa (excluding high income) SSA
## 215 South Sudan SSD
## 216 Sub-Saharan Africa SSF
## 217 Small states SST
## 218 Sao Tome and Principe STP
## 219 Suriname SUR
## 220 Slovak Republic SVK
## 221 Slovenia SVN
## 222 Sweden SWE
## 223 Swaziland SWZ
## 224 Sint Maarten (Dutch part) SXM
## 225 Seychelles SYC
## 226 Syrian Arab Republic SYR
## 227 Turks and Caicos Islands TCA
## 228 Chad TCD
## 229 East Asia & Pacific (IDA & IBRD countries) TEA
## 230 Europe & Central Asia (IDA & IBRD countries) TEC
## 231 Togo TGO
## 232 Thailand THA
## 233 Tajikistan TJK
## 234 Turkmenistan TKM
## 235 Latin America & the Caribbean (IDA & IBRD countries) TLA
## 236 Timor-Leste TLS
## 237 Middle East & North Africa (IDA & IBRD countries) TMN
## 238 Tonga TON
## 239 South Asia (IDA & IBRD) TSA
## 240 Sub-Saharan Africa (IDA & IBRD countries) TSS
## 241 Trinidad and Tobago TTO
## 242 Tunisia TUN
## 243 Turkey TUR
## 244 Tuvalu TUV
## 245 Tanzania TZA
## 246 Uganda UGA
## 247 Ukraine UKR
## 248 Upper middle income UMC
## 249 Uruguay URY
## 250 United States USA
## 251 Uzbekistan UZB
## 252 St. Vincent and the Grenadines VCT
## 253 Venezuela, RB VEN
## 254 British Virgin Islands VGB
## 255 Virgin Islands (U.S.) VIR
## 256 Vietnam VNM
## 257 Vanuatu VUT
## 258 World WLD
## 259 Samoa WSM
## 260 Kosovo XKX
## 261 Yemen, Rep. YEM
## 262 South Africa ZAF
## 263 Zambia ZMB
## 264 Zimbabwe ZWE
## X1964 X1974 X1984 X1994 X2004 X2014
## 1 57032 60528 62836 76700 98737 103795
## 2 9731361 12321541 12047115 16172719 24118979 32758020
## 3 6093321 7474338 10277321 13841301 18865716 26920466
## 4 1814135 2350124 2904429 3207536 3026939 2889104
## 5 17469 29520 42706 62677 76244 79223
## 6 103239902 136696761 187610756 247435930 309162029 390043028
## 7 138529 471364 1318478 2328686 4087931 9070867
## 8 21953929 25644506 29920904 34558115 38728696 42981515
## 9 2144998 2773747 3285595 3283660 3000612 2906220
## 10 22698 29488 37688 51803 59264 55437
## 11 59524 70878 70725 71719 88257 98875
## 12 11167000 13723000 15544000 17855000 20127400 23460694
## 13 7223801 7599038 7561434 7936118 8171966 8541575
## 14 4456689 5579077 6557585 7597000 8306500 9535079
## 15 3010859 3618585 4571292 5871607 7182451 9891790
## 16 9378113 9772419 9855372 10115603 10421137 11209057
## 17 2585965 3187412 4156819 5714220 7750004 10286712
## 18 5098890 6040041 7531242 9816588 13030569 17585977
## 19 54129100 69884420 90732362 116182267 141307489 159405279
## 20 8144340 8678745 8960679 8443591 7716860 7223938
## 21 182887 251911 407227 549588 829848 1336397
## 22 133698 185099 230015 275895 322526 382169
## 23 3478995 3942223 4350746 3948816 3781287 3566002
## 24 8524224 9317584 9910000 10227000 9730146 9474511
## 25 103069 131307 160347 201674 276089 351694
## 26 48900 53400 56423 59320 63740 65139
## 27 3990857 4902168 6085496 7418861 8967741 10562159
## 28 81168654 105069367 132800684 159705123 184738458 204213133
## 29 234547 244539 255193 264015 273091 283385
## 30 97848 155109 218227 289525 359523 411704
## 31 247325 338943 453720 516503 640282 776448
## 32 580799 796095 1151292 1532622 1829330 2168573
## 33 1616516 1975521 2565803 3267670 4055036 4515392
## 34 19325000 22774087 25702000 29111906 31995000 35544564
## 35 94722599 101946256 108853181 110019570 106466116 103496179
## 36 5789228 6341405 6441865 6993795 7389625 8188649
## 37 113773 125682 132453 143384 153170 162969
## 38 8430838 10267056 11985658 14091389 15973778 17613798
## 39 698355000 900350000 1036825000 1191835000 1296075000 1364270000
## 40 4157965 6305287 9826055 14083611 17997738 22531350
## 41 5646316 7254468 9742263 13109660 16959081 22239904
## 42 16903923 22280923 29121474 40273701 53034217 73722860
## 43 1152412 1542690 2068132 2722497 3605439 4871101
## 44 18581974 24208021 30350086 36823537 42724163 47791911
## 45 203753 250104 345466 462277 597228 759385
## 46 223846 272292 309397 379156 467664 526437
## 47 1537041 2045580 2659781 3425690 4187038 4757575
## 48 4513246 5142246 5766957 6238576 6716373 7162679
## 49 7787146 9315373 10017059 10850585 11266941 11439767
## 50 133148 148351 151940 144630 134192 155909
## 51 8298 11498 18543 30055 47299 59172
## 52 578627 642339 697717 837110 1010410 1152309
## 53 9727804 9988459 10330213 10333587 10197101 10525347
## 54 75318337 78967433 77858685 81438348 82516260 80982500
## 55 107583 205181 406017 622366 770752 912164
## 56 63926 71807 74213 71373 70379 72778
## 57 4722072 5045297 5111619 5206180 5404523 5643475
## 58 3757956 5019473 6351572 7753052 9102998 10405844
## 59 12295970 16247113 21893853 28362253 32831096 39113313
## 60 952270698 1229692862 1449129592 1692831189 1878255588 2022021082
## 61 1076932498 1375594732 1761090462 2207779855 2647027406 3083836360
## 62 1109997197 1414384540 1656292670 1915670711 2113465324 2265898057
## 63 296463073 332789612 369141750 395568548 397064999 412510951
## 64 698905664 761701324 813281381 854723057 870030758 903094668
## 65 5099468 6798206 8823751 11196479 13509647 15903112
## 66 30071102 38322022 48868951 62495745 75381899 91812566
## 67 275382197 294689415 305432240 316366781 327682509 338429646
## 68 1548187 2019717 2674289 3085443 3858623 NA
## 69 31609195 35373335 38330364 39549108 42921895 46480882
## 70 1277086 1418169 1518617 1462514 1362550 1314545
## 71 24397024 31851708 39518801 55431123 74624405 97366774
## 72 424075858 452475893 469501597 483262847 494162545 508157247
## 73 133661787 173281249 226660414 294177517 378123879 482474449
## 74 4548543 4690574 4881803 5088333 5228172 5461512
## 75 450450 565388 700366 765667 818354 885806
## 76 49449403 53882416 56470769 59327194 62704897 66331957
## 77 36454 40955 45122 46250 48143 48842
## 78 50487 62476 83240 106057 106577 104015
## 79 523789 636696 808083 1058663 1364205 1875713
## 80 54000000 56229974 56422072 57865745 59987905 64613160
## 81 3870300 4279500 4622200 4861600 4245000 3727000
## 82 7513289 9604276 12311158 16330174 20986536 26962563
## 83 25454 29427 30325 29895 31896 34038
## 84 3811659 4345545 4943144 7544291 9490229 11805509
## 85 394553 505512 701104 1036829 1398573 1917852
## 86 643961 768945 876873 1113541 1350345 1725744
## 87 271457 269426 338086 487140 724817 1129424
## 88 8510429 8962022 9895801 10512922 10955141 10892413
## 89 94066 93152 98439 99405 102656 106360
## 90 37600 49500 52700 55500 56911 56295
## 91 4730540 6268707 8042897 10172297 12796925 15923559
## 92 73051 91377 113961 142802 158099 160967
## 93 637845 737847 775219 758342 751652 763393
## 94 795665202 881670409 955531829 1027255148 1099536199 1175966521
## 95 3504600 4377800 5397900 6035400 6783500 7241700
## 96 2280045 3059254 4154887 5552625 7204153 8809216
## 97 178820615 231732881 301260428 401488248 532385197 704745420
## 98 4259680 4497000 4680000 4650000 4439000 4238389
## 99 4186640 5047944 6240329 7674911 9119178 10572466
## 100 10119835 10478720 10668095 10343355 10107146 9866468
## 101 2063746670 2587071115 3114789711 3683170309 4162639289 4607807731
## 102 2485749333 3132415989 3829034886 4620029667 5357527608 6112778045
## 103 422002663 545344874 714245175 936859358 1194888319 1504970314
## 104 135810058 176545424 237935069 313402026 394625729 497751634
## 105 97638029 127465231 161555583 193945272 223614649 255131116
## 106 286192605 368799450 476310106 623457332 800262590 1007218680
## 107 49391 58655 62487 69818 75341 82590
## 108 487484535 607050255 764245202 942204249 1126135777 1293859294
## 109 NA NA NA NA NA NA
## 110 2866550 3137500 3532423 3590386 4070262 4617225
## 111 24308085 31785500 45474708 59725125 69617100 78411092
## 112 8122199 11312305 15205501 19597239 26316609 35006080
## 113 188983 215209 239511 266021 292074 327386
## 114 2475000 3377000 4159000 5399000 6809000 8215700
## 115 51675350 55110868 56576718 56843400 57685327 60789140
## 116 1730486 1998034 2308947 2513049 2728777 2862087
## 117 1101459 2004833 2780428 4395953 5535595 8809306
## 118 97826000 110162000 120018000 124961000 127761000 127276000
## 119 11267329 13577049 15214051 16095199 15012985 17289224
## 120 9200157 12997595 18937738 26548486 35074931 46024250
## 121 2495300 3223900 3916400 4515100 5104700 5835500
## 122 6331583 7531424 7446019 10315376 13063377 15270790
## 123 45425 54380 62765 76671 90542 110458
## 124 49930 44331 42294 42373 47971 53739
## 125 27984155 34692266 40405956 44641540 48082519 50746659
## 126 425235 964834 1655833 NA 2207939 3782450
## 127 230726737 299082201 375614401 454561464 527919692 597035363
## 128 2327137 2990965 3586381 4740380 5664605 6576397
## 129 2041207 2535497 2667220 2974640 3863267 5603279
## 130 1224344 1578952 2159089 2012885 3176414 4390737
## 131 1667825 2536888 3746715 4855003 5704759 6204108
## 132 94814 108532 124468 145247 162251 176421
## 133 246016868 316987705 396066751 477832466 553565401 624331830
## 134 264721836 338920295 435737690 570101958 735796583 934192321
## 135 168931464 216646371 276057603 361356181 475094388 624759914
## 136 18170 22981 27011 30365 34596 37127
## 137 10903000 13284000 15583000 17912000 19228000 20771000
## 138 1046222931 1319989340 1676491166 2091318647 2503542524 2927194316
## 139 2462536274 3109760508 3804450531 4597585266 5336810799 6093019655
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## 142 2935200 3273894 3514205 3657144 3377075 2932367
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## 149 2774000 3215000 3536000 3691000 3603945 3556397
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## 151 100214 132195 182953 245000 312000 401000
## 152 117671617 155259901 212102793 279279333 342046777 421022841
## 153 43264272 59088193 75780605 92349147 106995583 124221600
## 154 16710 24531 36561 50575 52074 52898
## 155 2293604810 2893114137 3528392928 4236229085 4861716411 5468259741
## 156 1569141 1784398 1974415 1981703 2057047 2077495
## 157 5503752 6368348 7693667 9353385 12391906 16962846
## 158 321250 301996 330593 374797 401268 427364
## 159 22867741 29027734 36468888 42712223 48073707 51924182
## 160 108774858 141837810 189974163 249660649 301278295 361077997
## 161 521753 538902 600884 611389 613353 621810
## 162 1074514 1438425 1871090 2280496 2496832 2923896
## 163 10857 14859 26302 53380 65663 54468
## 164 8030025 10076172 12853780 15217044 20312705 27212382
## 165 963747 1290790 1720812 2261403 3042823 4063920
## 166 736381 878042 1012221 1112846 1221003 1260934
## 167 3963417 5141202 6895928 9796976 12676038 17068838
## 168 9253963 11871233 15191625 19986894 25174109 30228017
## 169 211262900 236681487 261583423 292297226 324864038 354173159
## 170 665282 880785 1111132 1606718 2009228 2370992
## 171 88100 131000 151650 189482 228000 268000
## 172 3802640 5040656 6720344 9151763 13127012 19148219
## 173 49066059 61673559 81497739 105355783 135393616 176460502
## 174 2002119 2711848 3619253 4520725 5309703 6013997
## 175 12127120 13545056 14424211 15382838 16281779 16865008
## 176 3694339 3985258 4140099 4336613 4591910 5137232
## 177 10728197 13040404 16347242 20867130 25309449 28323241
## 178 5500 6972 8007 9863 10113 11853
## 179 2585400 3023700 3227100 3620000 4087500 4509700
## 180 833781082 933925905 1020245362 1106885537 1189684726 1273109967
## 181 608887 841948 1431077 2148428 2444751 3960925
## 182 9898587 12059314 15008538 18826109 22602097 28759578
## 183 49551904 64870833 89228949 119769556 150780300 185546257
## 184 1276276 1699113 2170409 2684183 3269541 3903986
## 185 11281015 14832841 19099584 23619356 27273194 30973354
## 186 29962876 40149961 52873974 68236230 84678493 100102249
## 187 10593 12197 13372 16806 19804 21094
## 188 2186340 2802243 3694041 4770606 6161517 7755785
## 189 31139450 33678899 36904134 38542652 38182222 38011735
## 190 207073952 267918888 354794146 469790790 621611464 830442736
## 191 2554066 2939299 3344190 3649237 3826878 3534874
## 192 12282419 15952078 18590138 21577982 23729498 25116363
## 193 9035365 8754365 9996232 9991525 10483861 10401062
## 194 2114095 2723523 3567752 4651225 5703740 6552584
## 195 NA NA NA 2366298 3236626 4294682
## 196 985873 1254518 1555767 1812883 2049012 2329458
## 197 793405703 872196067 931567479 989994339 1041303142 1092601669
## 198 90132 126486 170396 211579 251775 275484
## 199 67567 153704 341455 507095 758855 2374419
## 200 18919126 21029429 22655940 22730211 21451748 19908979
## 201 125345000 133432000 142745000 148336000 144067054 143819666
## 202 3161724 4226799 5881906 6005095 8818438 11345357
## 203 622875636 780922591 988820543 1233869424 1487832276 1721840539
## 204 4677404 7059334 12484967 18311090 23228890 30776722
## 205 8503994 11732958 16658054 23347885 30186341 37737913
## 206 3580312 4802348 6289327 8512173 10955944 14546111
## 207 1841600 2229800 2732221 3419048 4166664 5469724
## 208 132782 186332 262709 349225 458324 575504
## 209 2435204 2927468 3699467 4283621 5439695 7079162
## 210 3106186 4053713 4858532 5544945 6000775 6281189
## 211 17032 19562 22455 25516 28866 32657
## 212 3001126 3627504 6747932 7583954 10116228 13513125
## 213 NA NA NA 7734639 7463157 7130576
## 214 251425272 325435432 431770082 571093992 744459949 978533723
## 215 3196113 4017075 5319609 5431738 7787655 11530971
## 216 251471594 325493369 431834799 571168197 744542424 978625082
## 217 15397706 18456078 22331262 26877568 31367482 38251715
## 218 64212 80670 101915 123973 151969 191266
## 219 322997 365099 367660 437037 493630 547928
## 220 4327341 4689623 5127097 5346331 5372280 5418649
## 221 1632114 1776132 1932154 1989443 1997012 2061980
## 222 7661354 8159955 8336605 8780745 8993531 9696110
## 223 382469 501512 679976 941774 1095053 1295097
## 224 NA NA NA NA 35316 37685
## 225 46322 57937 64717 74205 82475 91359
## 226 5200336 7283177 10293049 13949697 17806638 19203090
## 227 5710 6346 9095 14597 25028 33739
## 228 3246505 3999512 4954046 6772133 9710043 13569438
## 229 939976174 1213723493 1430515138 1671218210 1854486630 1996870376
## 230 327602523 366468511 406045884 434111200 435247221 450522686
## 231 1662073 2356622 3140237 4163642 5534598 7228915
## 232 30881332 41259536 51108082 58901666 65002231 68416772
## 233 2402455 3296095 4397525 5679832 6712841 8362745
## 234 1833063 2457382 3166221 4115099 4703398 5466241
## 235 235048548 303970215 381844359 462368285 537377388 608136047
## 236 537786 664223 646688 856684 996698 1212814
## 237 108774858 141837810 189974163 247294351 298041669 356783315
## 238 71757 87609 93842 95833 100406 105782
## 239 622875636 780922591 988820543 1233869424 1487832276 1721840539
## 240 251471594 325493369 431834799 571168197 744542424 978625082
## 241 903275 997053 1155695 1250318 1290535 1354493
## 242 4458611 5526764 7127941 8956596 10017601 11143908
## 243 30244232 38370241 48114105 57564132 67007855 77030628
## 244 6684 7616 8530 9190 9894 10908
## 245 11339097 15477294 21173603 29070615 38249984 52234869
## 246 7746198 10533716 14174470 19907634 27568436 38833338
## 247 44794327 48455122 50754000 51921041 47451600 45271947
## 248 1247381879 1573124797 1851901762 2144910438 2358173887 2541065425
## 249 2665390 2824069 2992645 3201607 3324096 3419546
## 250 191889000 213854000 235825000 263126000 292805298 318563456
## 251 9788986 13525094 17659975 22377000 25864350 30757700
## 252 85069 94568 103742 108129 108559 109357
## 253 9476252 12994025 17057785 21726352 26327225 30738378
## 254 8627 10379 12731 18052 22541 29588
## 255 41300 90000 108000 107317 107950 104170
## 256 37574000 46918000 57692000 70824500 81436400 90728900
## 257 72131 96796 127092 164208 204143 258850
## 258 3258201476 3991430917 4759982360 5624840414 6436346998 7268986176
## 259 123354 150221 159283 168788 178781 192290
## 260 1050000 1339000 1647000 1997000 1704622 1821800
## 261 5543339 6661566 9472170 14692686 20017068 26246327
## 262 19308166 25040940 32204952 40558495 47001701 54146735
## 263 3452942 4794754 6738765 8896109 11731746 15620974
## 264 4269863 5920943 8342195 11116948 12777511 15411675#This is the point where I combine all of the years into one column and the number of people into another.
names(PT_sel)## [1] "Country.Name" "Country.Code" "X1964" "X1974"
## [5] "X1984" "X1994" "X2004" "X2014"PT_sel_tidy <- PT_sel %>% gather("Year", "Population", 3:8)
PT_sel_tidy %>% arrange(Country.Name,Year,Population) ## Country.Name Country.Code
## 1 Afghanistan AFG
## 2 Afghanistan AFG
## 3 Afghanistan AFG
## 4 Afghanistan AFG
## 5 Afghanistan AFG
## 6 Afghanistan AFG
## 7 Albania ALB
## 8 Albania ALB
## 9 Albania ALB
## 10 Albania ALB
## 11 Albania ALB
## 12 Albania ALB
## 13 Algeria DZA
## 14 Algeria DZA
## 15 Algeria DZA
## 16 Algeria DZA
## 17 Algeria DZA
## 18 Algeria DZA
## 19 American Samoa ASM
## 20 American Samoa ASM
## 21 American Samoa ASM
## 22 American Samoa ASM
## 23 American Samoa ASM
## 24 American Samoa ASM
## 25 Andorra AND
## 26 Andorra AND
## 27 Andorra AND
## 28 Andorra AND
## 29 Andorra AND
## 30 Andorra AND
## 31 Angola AGO
## 32 Angola AGO
## 33 Angola AGO
## 34 Angola AGO
## 35 Angola AGO
## 36 Angola AGO
## 37 Antigua and Barbuda ATG
## 38 Antigua and Barbuda ATG
## 39 Antigua and Barbuda ATG
## 40 Antigua and Barbuda ATG
## 41 Antigua and Barbuda ATG
## 42 Antigua and Barbuda ATG
## 43 Arab World ARB
## 44 Arab World ARB
## 45 Arab World ARB
## 46 Arab World ARB
## 47 Arab World ARB
## 48 Arab World ARB
## 49 Argentina ARG
## 50 Argentina ARG
## 51 Argentina ARG
## 52 Argentina ARG
## 53 Argentina ARG
## 54 Argentina ARG
## 55 Armenia ARM
## 56 Armenia ARM
## 57 Armenia ARM
## 58 Armenia ARM
## 59 Armenia ARM
## 60 Armenia ARM
## 61 Aruba ABW
## 62 Aruba ABW
## 63 Aruba ABW
## 64 Aruba ABW
## 65 Aruba ABW
## 66 Aruba ABW
## 67 Australia AUS
## 68 Australia AUS
## 69 Australia AUS
## 70 Australia AUS
## 71 Australia AUS
## 72 Australia AUS
## 73 Austria AUT
## 74 Austria AUT
## 75 Austria AUT
## 76 Austria AUT
## 77 Austria AUT
## 78 Austria AUT
## 79 Azerbaijan AZE
## 80 Azerbaijan AZE
## 81 Azerbaijan AZE
## 82 Azerbaijan AZE
## 83 Azerbaijan AZE
## 84 Azerbaijan AZE
## 85 Bahamas, The BHS
## 86 Bahamas, The BHS
## 87 Bahamas, The BHS
## 88 Bahamas, The BHS
## 89 Bahamas, The BHS
## 90 Bahamas, The BHS
## 91 Bahrain BHR
## 92 Bahrain BHR
## 93 Bahrain BHR
## 94 Bahrain BHR
## 95 Bahrain BHR
## 96 Bahrain BHR
## 97 Bangladesh BGD
## 98 Bangladesh BGD
## 99 Bangladesh BGD
## 100 Bangladesh BGD
## 101 Bangladesh BGD
## 102 Bangladesh BGD
## 103 Barbados BRB
## 104 Barbados BRB
## 105 Barbados BRB
## 106 Barbados BRB
## 107 Barbados BRB
## 108 Barbados BRB
## 109 Belarus BLR
## 110 Belarus BLR
## 111 Belarus BLR
## 112 Belarus BLR
## 113 Belarus BLR
## 114 Belarus BLR
## 115 Belgium BEL
## 116 Belgium BEL
## 117 Belgium BEL
## 118 Belgium BEL
## 119 Belgium BEL
## 120 Belgium BEL
## 121 Belize BLZ
## 122 Belize BLZ
## 123 Belize BLZ
## 124 Belize BLZ
## 125 Belize BLZ
## 126 Belize BLZ
## 127 Benin BEN
## 128 Benin BEN
## 129 Benin BEN
## 130 Benin BEN
## 131 Benin BEN
## 132 Benin BEN
## 133 Bermuda BMU
## 134 Bermuda BMU
## 135 Bermuda BMU
## 136 Bermuda BMU
## 137 Bermuda BMU
## 138 Bermuda BMU
## 139 Bhutan BTN
## 140 Bhutan BTN
## 141 Bhutan BTN
## 142 Bhutan BTN
## 143 Bhutan BTN
## 144 Bhutan BTN
## 145 Bolivia BOL
## 146 Bolivia BOL
## 147 Bolivia BOL
## 148 Bolivia BOL
## 149 Bolivia BOL
## 150 Bolivia BOL
## 151 Bosnia and Herzegovina BIH
## 152 Bosnia and Herzegovina BIH
## 153 Bosnia and Herzegovina BIH
## 154 Bosnia and Herzegovina BIH
## 155 Bosnia and Herzegovina BIH
## 156 Bosnia and Herzegovina BIH
## 157 Botswana BWA
## 158 Botswana BWA
## 159 Botswana BWA
## 160 Botswana BWA
## 161 Botswana BWA
## 162 Botswana BWA
## 163 Brazil BRA
## 164 Brazil BRA
## 165 Brazil BRA
## 166 Brazil BRA
## 167 Brazil BRA
## 168 Brazil BRA
## 169 British Virgin Islands VGB
## 170 British Virgin Islands VGB
## 171 British Virgin Islands VGB
## 172 British Virgin Islands VGB
## 173 British Virgin Islands VGB
## 174 British Virgin Islands VGB
## 175 Brunei Darussalam BRN
## 176 Brunei Darussalam BRN
## 177 Brunei Darussalam BRN
## 178 Brunei Darussalam BRN
## 179 Brunei Darussalam BRN
## 180 Brunei Darussalam BRN
## 181 Bulgaria BGR
## 182 Bulgaria BGR
## 183 Bulgaria BGR
## 184 Bulgaria BGR
## 185 Bulgaria BGR
## 186 Bulgaria BGR
## 187 Burkina Faso BFA
## 188 Burkina Faso BFA
## 189 Burkina Faso BFA
## 190 Burkina Faso BFA
## 191 Burkina Faso BFA
## 192 Burkina Faso BFA
## 193 Burundi BDI
## 194 Burundi BDI
## 195 Burundi BDI
## 196 Burundi BDI
## 197 Burundi BDI
## 198 Burundi BDI
## 199 Cabo Verde CPV
## 200 Cabo Verde CPV
## 201 Cabo Verde CPV
## 202 Cabo Verde CPV
## 203 Cabo Verde CPV
## 204 Cabo Verde CPV
## 205 Cambodia KHM
## 206 Cambodia KHM
## 207 Cambodia KHM
## 208 Cambodia KHM
## 209 Cambodia KHM
## 210 Cambodia KHM
## 211 Cameroon CMR
## 212 Cameroon CMR
## 213 Cameroon CMR
## 214 Cameroon CMR
## 215 Cameroon CMR
## 216 Cameroon CMR
## 217 Canada CAN
## 218 Canada CAN
## 219 Canada CAN
## 220 Canada CAN
## 221 Canada CAN
## 222 Canada CAN
## 223 Caribbean small states CSS
## 224 Caribbean small states CSS
## 225 Caribbean small states CSS
## 226 Caribbean small states CSS
## 227 Caribbean small states CSS
## 228 Caribbean small states CSS
## 229 Cayman Islands CYM
## 230 Cayman Islands CYM
## 231 Cayman Islands CYM
## 232 Cayman Islands CYM
## 233 Cayman Islands CYM
## 234 Cayman Islands CYM
## 235 Central African Republic CAF
## 236 Central African Republic CAF
## 237 Central African Republic CAF
## 238 Central African Republic CAF
## 239 Central African Republic CAF
## 240 Central African Republic CAF
## 241 Central Europe and the Baltics CEB
## 242 Central Europe and the Baltics CEB
## 243 Central Europe and the Baltics CEB
## 244 Central Europe and the Baltics CEB
## 245 Central Europe and the Baltics CEB
## 246 Central Europe and the Baltics CEB
## 247 Chad TCD
## 248 Chad TCD
## 249 Chad TCD
## 250 Chad TCD
## 251 Chad TCD
## 252 Chad TCD
## 253 Channel Islands CHI
## 254 Channel Islands CHI
## 255 Channel Islands CHI
## 256 Channel Islands CHI
## 257 Channel Islands CHI
## 258 Channel Islands CHI
## 259 Chile CHL
## 260 Chile CHL
## 261 Chile CHL
## 262 Chile CHL
## 263 Chile CHL
## 264 Chile CHL
## 265 China CHN
## 266 China CHN
## 267 China CHN
## 268 China CHN
## 269 China CHN
## 270 China CHN
## 271 Colombia COL
## 272 Colombia COL
## 273 Colombia COL
## 274 Colombia COL
## 275 Colombia COL
## 276 Colombia COL
## 277 Comoros COM
## 278 Comoros COM
## 279 Comoros COM
## 280 Comoros COM
## 281 Comoros COM
## 282 Comoros COM
## 283 Congo, Dem. Rep. COD
## 284 Congo, Dem. Rep. COD
## 285 Congo, Dem. Rep. COD
## 286 Congo, Dem. Rep. COD
## 287 Congo, Dem. Rep. COD
## 288 Congo, Dem. Rep. COD
## 289 Congo, Rep. COG
## 290 Congo, Rep. COG
## 291 Congo, Rep. COG
## 292 Congo, Rep. COG
## 293 Congo, Rep. COG
## 294 Congo, Rep. COG
## 295 Costa Rica CRI
## 296 Costa Rica CRI
## 297 Costa Rica CRI
## 298 Costa Rica CRI
## 299 Costa Rica CRI
## 300 Costa Rica CRI
## 301 Cote d'Ivoire CIV
## 302 Cote d'Ivoire CIV
## 303 Cote d'Ivoire CIV
## 304 Cote d'Ivoire CIV
## 305 Cote d'Ivoire CIV
## 306 Cote d'Ivoire CIV
## 307 Croatia HRV
## 308 Croatia HRV
## 309 Croatia HRV
## 310 Croatia HRV
## 311 Croatia HRV
## 312 Croatia HRV
## 313 Cuba CUB
## 314 Cuba CUB
## 315 Cuba CUB
## 316 Cuba CUB
## 317 Cuba CUB
## 318 Cuba CUB
## 319 Curacao CUW
## 320 Curacao CUW
## 321 Curacao CUW
## 322 Curacao CUW
## 323 Curacao CUW
## 324 Curacao CUW
## 325 Cyprus CYP
## 326 Cyprus CYP
## 327 Cyprus CYP
## 328 Cyprus CYP
## 329 Cyprus CYP
## 330 Cyprus CYP
## 331 Czech Republic CZE
## 332 Czech Republic CZE
## 333 Czech Republic CZE
## 334 Czech Republic CZE
## 335 Czech Republic CZE
## 336 Czech Republic CZE
## 337 Denmark DNK
## 338 Denmark DNK
## 339 Denmark DNK
## 340 Denmark DNK
## 341 Denmark DNK
## 342 Denmark DNK
## 343 Djibouti DJI
## 344 Djibouti DJI
## 345 Djibouti DJI
## 346 Djibouti DJI
## 347 Djibouti DJI
## 348 Djibouti DJI
## 349 Dominica DMA
## 350 Dominica DMA
## 351 Dominica DMA
## 352 Dominica DMA
## 353 Dominica DMA
## 354 Dominica DMA
## 355 Dominican Republic DOM
## 356 Dominican Republic DOM
## 357 Dominican Republic DOM
## 358 Dominican Republic DOM
## 359 Dominican Republic DOM
## 360 Dominican Republic DOM
## 361 Early-demographic dividend EAR
## 362 Early-demographic dividend EAR
## 363 Early-demographic dividend EAR
## 364 Early-demographic dividend EAR
## 365 Early-demographic dividend EAR
## 366 Early-demographic dividend EAR
## 367 East Asia & Pacific EAS
## 368 East Asia & Pacific EAS
## 369 East Asia & Pacific EAS
## 370 East Asia & Pacific EAS
## 371 East Asia & Pacific EAS
## 372 East Asia & Pacific EAS
## 373 East Asia & Pacific (excluding high income) EAP
## 374 East Asia & Pacific (excluding high income) EAP
## 375 East Asia & Pacific (excluding high income) EAP
## 376 East Asia & Pacific (excluding high income) EAP
## 377 East Asia & Pacific (excluding high income) EAP
## 378 East Asia & Pacific (excluding high income) EAP
## 379 East Asia & Pacific (IDA & IBRD countries) TEA
## 380 East Asia & Pacific (IDA & IBRD countries) TEA
## 381 East Asia & Pacific (IDA & IBRD countries) TEA
## 382 East Asia & Pacific (IDA & IBRD countries) TEA
## 383 East Asia & Pacific (IDA & IBRD countries) TEA
## 384 East Asia & Pacific (IDA & IBRD countries) TEA
## 385 Ecuador ECU
## 386 Ecuador ECU
## 387 Ecuador ECU
## 388 Ecuador ECU
## 389 Ecuador ECU
## 390 Ecuador ECU
## 391 Egypt, Arab Rep. EGY
## 392 Egypt, Arab Rep. EGY
## 393 Egypt, Arab Rep. EGY
## 394 Egypt, Arab Rep. EGY
## 395 Egypt, Arab Rep. EGY
## 396 Egypt, Arab Rep. EGY
## 397 El Salvador SLV
## 398 El Salvador SLV
## 399 El Salvador SLV
## 400 El Salvador SLV
## 401 El Salvador SLV
## 402 El Salvador SLV
## 403 Equatorial Guinea GNQ
## 404 Equatorial Guinea GNQ
## 405 Equatorial Guinea GNQ
## 406 Equatorial Guinea GNQ
## 407 Equatorial Guinea GNQ
## 408 Equatorial Guinea GNQ
## 409 Eritrea ERI
## 410 Eritrea ERI
## 411 Eritrea ERI
## 412 Eritrea ERI
## 413 Eritrea ERI
## 414 Eritrea ERI
## 415 Estonia EST
## 416 Estonia EST
## 417 Estonia EST
## 418 Estonia EST
## 419 Estonia EST
## 420 Estonia EST
## 421 Ethiopia ETH
## 422 Ethiopia ETH
## 423 Ethiopia ETH
## 424 Ethiopia ETH
## 425 Ethiopia ETH
## 426 Ethiopia ETH
## 427 Euro area EMU
## 428 Euro area EMU
## 429 Euro area EMU
## 430 Euro area EMU
## 431 Euro area EMU
## 432 Euro area EMU
## 433 Europe & Central Asia ECS
## 434 Europe & Central Asia ECS
## 435 Europe & Central Asia ECS
## 436 Europe & Central Asia ECS
## 437 Europe & Central Asia ECS
## 438 Europe & Central Asia ECS
## 439 Europe & Central Asia (excluding high income) ECA
## 440 Europe & Central Asia (excluding high income) ECA
## 441 Europe & Central Asia (excluding high income) ECA
## 442 Europe & Central Asia (excluding high income) ECA
## 443 Europe & Central Asia (excluding high income) ECA
## 444 Europe & Central Asia (excluding high income) ECA
## 445 Europe & Central Asia (IDA & IBRD countries) TEC
## 446 Europe & Central Asia (IDA & IBRD countries) TEC
## 447 Europe & Central Asia (IDA & IBRD countries) TEC
## 448 Europe & Central Asia (IDA & IBRD countries) TEC
## 449 Europe & Central Asia (IDA & IBRD countries) TEC
## 450 Europe & Central Asia (IDA & IBRD countries) TEC
## 451 European Union EUU
## 452 European Union EUU
## 453 European Union EUU
## 454 European Union EUU
## 455 European Union EUU
## 456 European Union EUU
## 457 Faroe Islands FRO
## 458 Faroe Islands FRO
## 459 Faroe Islands FRO
## 460 Faroe Islands FRO
## 461 Faroe Islands FRO
## 462 Faroe Islands FRO
## 463 Fiji FJI
## 464 Fiji FJI
## 465 Fiji FJI
## 466 Fiji FJI
## 467 Fiji FJI
## 468 Fiji FJI
## 469 Finland FIN
## 470 Finland FIN
## 471 Finland FIN
## 472 Finland FIN
## 473 Finland FIN
## 474 Finland FIN
## 475 Fragile and conflict affected situations FCS
## 476 Fragile and conflict affected situations FCS
## 477 Fragile and conflict affected situations FCS
## 478 Fragile and conflict affected situations FCS
## 479 Fragile and conflict affected situations FCS
## 480 Fragile and conflict affected situations FCS
## 481 France FRA
## 482 France FRA
## 483 France FRA
## 484 France FRA
## 485 France FRA
## 486 France FRA
## 487 French Polynesia PYF
## 488 French Polynesia PYF
## 489 French Polynesia PYF
## 490 French Polynesia PYF
## 491 French Polynesia PYF
## 492 French Polynesia PYF
## 493 Gabon GAB
## 494 Gabon GAB
## 495 Gabon GAB
## 496 Gabon GAB
## 497 Gabon GAB
## 498 Gabon GAB
## 499 Gambia, The GMB
## 500 Gambia, The GMB
## 501 Gambia, The GMB
## 502 Gambia, The GMB
## 503 Gambia, The GMB
## 504 Gambia, The GMB
## 505 Georgia GEO
## 506 Georgia GEO
## 507 Georgia GEO
## 508 Georgia GEO
## 509 Georgia GEO
## 510 Georgia GEO
## 511 Germany DEU
## 512 Germany DEU
## 513 Germany DEU
## 514 Germany DEU
## 515 Germany DEU
## 516 Germany DEU
## 517 Ghana GHA
## 518 Ghana GHA
## 519 Ghana GHA
## 520 Ghana GHA
## 521 Ghana GHA
## 522 Ghana GHA
## 523 Gibraltar GIB
## 524 Gibraltar GIB
## 525 Gibraltar GIB
## 526 Gibraltar GIB
## 527 Gibraltar GIB
## 528 Gibraltar GIB
## 529 Greece GRC
## 530 Greece GRC
## 531 Greece GRC
## 532 Greece GRC
## 533 Greece GRC
## 534 Greece GRC
## 535 Greenland GRL
## 536 Greenland GRL
## 537 Greenland GRL
## 538 Greenland GRL
## 539 Greenland GRL
## 540 Greenland GRL
## 541 Grenada GRD
## 542 Grenada GRD
## 543 Grenada GRD
## 544 Grenada GRD
## 545 Grenada GRD
## 546 Grenada GRD
## 547 Guam GUM
## 548 Guam GUM
## 549 Guam GUM
## 550 Guam GUM
## 551 Guam GUM
## 552 Guam GUM
## 553 Guatemala GTM
## 554 Guatemala GTM
## 555 Guatemala GTM
## 556 Guatemala GTM
## 557 Guatemala GTM
## 558 Guatemala GTM
## 559 Guinea GIN
## 560 Guinea GIN
## 561 Guinea GIN
## 562 Guinea GIN
## 563 Guinea GIN
## 564 Guinea GIN
## 565 Guinea-Bissau GNB
## 566 Guinea-Bissau GNB
## 567 Guinea-Bissau GNB
## 568 Guinea-Bissau GNB
## 569 Guinea-Bissau GNB
## 570 Guinea-Bissau GNB
## 571 Guyana GUY
## 572 Guyana GUY
## 573 Guyana GUY
## 574 Guyana GUY
## 575 Guyana GUY
## 576 Guyana GUY
## 577 Haiti HTI
## 578 Haiti HTI
## 579 Haiti HTI
## 580 Haiti HTI
## 581 Haiti HTI
## 582 Haiti HTI
## 583 Heavily indebted poor countries (HIPC) HPC
## 584 Heavily indebted poor countries (HIPC) HPC
## 585 Heavily indebted poor countries (HIPC) HPC
## 586 Heavily indebted poor countries (HIPC) HPC
## 587 Heavily indebted poor countries (HIPC) HPC
## 588 Heavily indebted poor countries (HIPC) HPC
## 589 High income HIC
## 590 High income HIC
## 591 High income HIC
## 592 High income HIC
## 593 High income HIC
## 594 High income HIC
## 595 Honduras HND
## 596 Honduras HND
## 597 Honduras HND
## 598 Honduras HND
## 599 Honduras HND
## 600 Honduras HND
## 601 Hong Kong SAR, China HKG
## 602 Hong Kong SAR, China HKG
## 603 Hong Kong SAR, China HKG
## 604 Hong Kong SAR, China HKG
## 605 Hong Kong SAR, China HKG
## 606 Hong Kong SAR, China HKG
## 607 Hungary HUN
## 608 Hungary HUN
## 609 Hungary HUN
## 610 Hungary HUN
## 611 Hungary HUN
## 612 Hungary HUN
## 613 IBRD only IBD
## 614 IBRD only IBD
## 615 IBRD only IBD
## 616 IBRD only IBD
## 617 IBRD only IBD
## 618 IBRD only IBD
## 619 Iceland ISL
## 620 Iceland ISL
## 621 Iceland ISL
## 622 Iceland ISL
## 623 Iceland ISL
## 624 Iceland ISL
## 625 IDA & IBRD total IBT
## 626 IDA & IBRD total IBT
## 627 IDA & IBRD total IBT
## 628 IDA & IBRD total IBT
## 629 IDA & IBRD total IBT
## 630 IDA & IBRD total IBT
## 631 IDA blend IDB
## 632 IDA blend IDB
## 633 IDA blend IDB
## 634 IDA blend IDB
## 635 IDA blend IDB
## 636 IDA blend IDB
## 637 IDA only IDX
## 638 IDA only IDX
## 639 IDA only IDX
## 640 IDA only IDX
## 641 IDA only IDX
## 642 IDA only IDX
## 643 IDA total IDA
## 644 IDA total IDA
## 645 IDA total IDA
## 646 IDA total IDA
## 647 IDA total IDA
## 648 IDA total IDA
## 649 India IND
## 650 India IND
## 651 India IND
## 652 India IND
## 653 India IND
## 654 India IND
## 655 Indonesia IDN
## 656 Indonesia IDN
## 657 Indonesia IDN
## 658 Indonesia IDN
## 659 Indonesia IDN
## 660 Indonesia IDN
## 661 Iran, Islamic Rep. IRN
## 662 Iran, Islamic Rep. IRN
## 663 Iran, Islamic Rep. IRN
## 664 Iran, Islamic Rep. IRN
## 665 Iran, Islamic Rep. IRN
## 666 Iran, Islamic Rep. IRN
## 667 Iraq IRQ
## 668 Iraq IRQ
## 669 Iraq IRQ
## 670 Iraq IRQ
## 671 Iraq IRQ
## 672 Iraq IRQ
## 673 Ireland IRL
## 674 Ireland IRL
## 675 Ireland IRL
## 676 Ireland IRL
## 677 Ireland IRL
## 678 Ireland IRL
## 679 Isle of Man IMN
## 680 Isle of Man IMN
## 681 Isle of Man IMN
## 682 Isle of Man IMN
## 683 Isle of Man IMN
## 684 Isle of Man IMN
## 685 Israel ISR
## 686 Israel ISR
## 687 Israel ISR
## 688 Israel ISR
## 689 Israel ISR
## 690 Israel ISR
## 691 Italy ITA
## 692 Italy ITA
## 693 Italy ITA
## 694 Italy ITA
## 695 Italy ITA
## 696 Italy ITA
## 697 Jamaica JAM
## 698 Jamaica JAM
## 699 Jamaica JAM
## 700 Jamaica JAM
## 701 Jamaica JAM
## 702 Jamaica JAM
## 703 Japan JPN
## 704 Japan JPN
## 705 Japan JPN
## 706 Japan JPN
## 707 Japan JPN
## 708 Japan JPN
## 709 Jordan JOR
## 710 Jordan JOR
## 711 Jordan JOR
## 712 Jordan JOR
## 713 Jordan JOR
## 714 Jordan JOR
## 715 Kazakhstan KAZ
## 716 Kazakhstan KAZ
## 717 Kazakhstan KAZ
## 718 Kazakhstan KAZ
## 719 Kazakhstan KAZ
## 720 Kazakhstan KAZ
## 721 Kenya KEN
## 722 Kenya KEN
## 723 Kenya KEN
## 724 Kenya KEN
## 725 Kenya KEN
## 726 Kenya KEN
## 727 Kiribati KIR
## 728 Kiribati KIR
## 729 Kiribati KIR
## 730 Kiribati KIR
## 731 Kiribati KIR
## 732 Kiribati KIR
## 733 Korea, Dem. People’s Rep. PRK
## 734 Korea, Dem. People’s Rep. PRK
## 735 Korea, Dem. People’s Rep. PRK
## 736 Korea, Dem. People’s Rep. PRK
## 737 Korea, Dem. People’s Rep. PRK
## 738 Korea, Dem. People’s Rep. PRK
## 739 Korea, Rep. KOR
## 740 Korea, Rep. KOR
## 741 Korea, Rep. KOR
## 742 Korea, Rep. KOR
## 743 Korea, Rep. KOR
## 744 Korea, Rep. KOR
## 745 Kosovo XKX
## 746 Kosovo XKX
## 747 Kosovo XKX
## 748 Kosovo XKX
## 749 Kosovo XKX
## 750 Kosovo XKX
## 751 Kuwait KWT
## 752 Kuwait KWT
## 753 Kuwait KWT
## 754 Kuwait KWT
## 755 Kuwait KWT
## 756 Kuwait KWT
## 757 Kyrgyz Republic KGZ
## 758 Kyrgyz Republic KGZ
## 759 Kyrgyz Republic KGZ
## 760 Kyrgyz Republic KGZ
## 761 Kyrgyz Republic KGZ
## 762 Kyrgyz Republic KGZ
## 763 Lao PDR LAO
## 764 Lao PDR LAO
## 765 Lao PDR LAO
## 766 Lao PDR LAO
## 767 Lao PDR LAO
## 768 Lao PDR LAO
## 769 Late-demographic dividend LTE
## 770 Late-demographic dividend LTE
## 771 Late-demographic dividend LTE
## 772 Late-demographic dividend LTE
## 773 Late-demographic dividend LTE
## 774 Late-demographic dividend LTE
## 775 Latin America & Caribbean LCN
## 776 Latin America & Caribbean LCN
## 777 Latin America & Caribbean LCN
## 778 Latin America & Caribbean LCN
## 779 Latin America & Caribbean LCN
## 780 Latin America & Caribbean LCN
## 781 Latin America & Caribbean (excluding high income) LAC
## 782 Latin America & Caribbean (excluding high income) LAC
## 783 Latin America & Caribbean (excluding high income) LAC
## 784 Latin America & Caribbean (excluding high income) LAC
## 785 Latin America & Caribbean (excluding high income) LAC
## 786 Latin America & Caribbean (excluding high income) LAC
## 787 Latin America & the Caribbean (IDA & IBRD countries) TLA
## 788 Latin America & the Caribbean (IDA & IBRD countries) TLA
## 789 Latin America & the Caribbean (IDA & IBRD countries) TLA
## 790 Latin America & the Caribbean (IDA & IBRD countries) TLA
## 791 Latin America & the Caribbean (IDA & IBRD countries) TLA
## 792 Latin America & the Caribbean (IDA & IBRD countries) TLA
## 793 Latvia LVA
## 794 Latvia LVA
## 795 Latvia LVA
## 796 Latvia LVA
## 797 Latvia LVA
## 798 Latvia LVA
## 799 Least developed countries: UN classification LDC
## 800 Least developed countries: UN classification LDC
## 801 Least developed countries: UN classification LDC
## 802 Least developed countries: UN classification LDC
## 803 Least developed countries: UN classification LDC
## 804 Least developed countries: UN classification LDC
## 805 Lebanon LBN
## 806 Lebanon LBN
## 807 Lebanon LBN
## 808 Lebanon LBN
## 809 Lebanon LBN
## 810 Lebanon LBN
## 811 Lesotho LSO
## 812 Lesotho LSO
## 813 Lesotho LSO
## 814 Lesotho LSO
## 815 Lesotho LSO
## 816 Lesotho LSO
## 817 Liberia LBR
## 818 Liberia LBR
## 819 Liberia LBR
## 820 Liberia LBR
## 821 Liberia LBR
## 822 Liberia LBR
## 823 Libya LBY
## 824 Libya LBY
## 825 Libya LBY
## 826 Libya LBY
## 827 Libya LBY
## 828 Libya LBY
## 829 Liechtenstein LIE
## 830 Liechtenstein LIE
## 831 Liechtenstein LIE
## 832 Liechtenstein LIE
## 833 Liechtenstein LIE
## 834 Liechtenstein LIE
## 835 Lithuania LTU
## 836 Lithuania LTU
## 837 Lithuania LTU
## 838 Lithuania LTU
## 839 Lithuania LTU
## 840 Lithuania LTU
## 841 Low & middle income LMY
## 842 Low & middle income LMY
## 843 Low & middle income LMY
## 844 Low & middle income LMY
## 845 Low & middle income LMY
## 846 Low & middle income LMY
## 847 Low income LIC
## 848 Low income LIC
## 849 Low income LIC
## 850 Low income LIC
## 851 Low income LIC
## 852 Low income LIC
## 853 Lower middle income LMC
## 854 Lower middle income LMC
## 855 Lower middle income LMC
## 856 Lower middle income LMC
## 857 Lower middle income LMC
## 858 Lower middle income LMC
## 859 Luxembourg LUX
## 860 Luxembourg LUX
## 861 Luxembourg LUX
## 862 Luxembourg LUX
## 863 Luxembourg LUX
## 864 Luxembourg LUX
## 865 Macao SAR, China MAC
## 866 Macao SAR, China MAC
## 867 Macao SAR, China MAC
## 868 Macao SAR, China MAC
## 869 Macao SAR, China MAC
## 870 Macao SAR, China MAC
## 871 Macedonia, FYR MKD
## 872 Macedonia, FYR MKD
## 873 Macedonia, FYR MKD
## 874 Macedonia, FYR MKD
## 875 Macedonia, FYR MKD
## 876 Macedonia, FYR MKD
## 877 Madagascar MDG
## 878 Madagascar MDG
## 879 Madagascar MDG
## 880 Madagascar MDG
## 881 Madagascar MDG
## 882 Madagascar MDG
## 883 Malawi MWI
## 884 Malawi MWI
## 885 Malawi MWI
## 886 Malawi MWI
## 887 Malawi MWI
## 888 Malawi MWI
## 889 Malaysia MYS
## 890 Malaysia MYS
## 891 Malaysia MYS
## 892 Malaysia MYS
## 893 Malaysia MYS
## 894 Malaysia MYS
## 895 Maldives MDV
## 896 Maldives MDV
## 897 Maldives MDV
## 898 Maldives MDV
## 899 Maldives MDV
## 900 Maldives MDV
## 901 Mali MLI
## 902 Mali MLI
## 903 Mali MLI
## 904 Mali MLI
## 905 Mali MLI
## 906 Mali MLI
## 907 Malta MLT
## 908 Malta MLT
## 909 Malta MLT
## 910 Malta MLT
## 911 Malta MLT
## 912 Malta MLT
## 913 Marshall Islands MHL
## 914 Marshall Islands MHL
## 915 Marshall Islands MHL
## 916 Marshall Islands MHL
## 917 Marshall Islands MHL
## 918 Marshall Islands MHL
## 919 Mauritania MRT
## 920 Mauritania MRT
## 921 Mauritania MRT
## 922 Mauritania MRT
## 923 Mauritania MRT
## 924 Mauritania MRT
## 925 Mauritius MUS
## 926 Mauritius MUS
## 927 Mauritius MUS
## 928 Mauritius MUS
## 929 Mauritius MUS
## 930 Mauritius MUS
## 931 Mexico MEX
## 932 Mexico MEX
## 933 Mexico MEX
## 934 Mexico MEX
## 935 Mexico MEX
## 936 Mexico MEX
## 937 Micronesia, Fed. Sts. FSM
## 938 Micronesia, Fed. Sts. FSM
## 939 Micronesia, Fed. Sts. FSM
## 940 Micronesia, Fed. Sts. FSM
## 941 Micronesia, Fed. Sts. FSM
## 942 Micronesia, Fed. Sts. FSM
## 943 Middle East & North Africa MEA
## 944 Middle East & North Africa MEA
## 945 Middle East & North Africa MEA
## 946 Middle East & North Africa MEA
## 947 Middle East & North Africa MEA
## 948 Middle East & North Africa MEA
## 949 Middle East & North Africa (excluding high income) MNA
## 950 Middle East & North Africa (excluding high income) MNA
## 951 Middle East & North Africa (excluding high income) MNA
## 952 Middle East & North Africa (excluding high income) MNA
## 953 Middle East & North Africa (excluding high income) MNA
## 954 Middle East & North Africa (excluding high income) MNA
## 955 Middle East & North Africa (IDA & IBRD countries) TMN
## 956 Middle East & North Africa (IDA & IBRD countries) TMN
## 957 Middle East & North Africa (IDA & IBRD countries) TMN
## 958 Middle East & North Africa (IDA & IBRD countries) TMN
## 959 Middle East & North Africa (IDA & IBRD countries) TMN
## 960 Middle East & North Africa (IDA & IBRD countries) TMN
## 961 Middle income MIC
## 962 Middle income MIC
## 963 Middle income MIC
## 964 Middle income MIC
## 965 Middle income MIC
## 966 Middle income MIC
## 967 Moldova MDA
## 968 Moldova MDA
## 969 Moldova MDA
## 970 Moldova MDA
## 971 Moldova MDA
## 972 Moldova MDA
## 973 Monaco MCO
## 974 Monaco MCO
## 975 Monaco MCO
## 976 Monaco MCO
## 977 Monaco MCO
## 978 Monaco MCO
## 979 Mongolia MNG
## 980 Mongolia MNG
## 981 Mongolia MNG
## 982 Mongolia MNG
## 983 Mongolia MNG
## 984 Mongolia MNG
## 985 Montenegro MNE
## 986 Montenegro MNE
## 987 Montenegro MNE
## 988 Montenegro MNE
## 989 Montenegro MNE
## 990 Montenegro MNE
## 991 Morocco MAR
## 992 Morocco MAR
## 993 Morocco MAR
## 994 Morocco MAR
## 995 Morocco MAR
## 996 Morocco MAR
## 997 Mozambique MOZ
## 998 Mozambique MOZ
## 999 Mozambique MOZ
## 1000 Mozambique MOZ
## 1001 Mozambique MOZ
## 1002 Mozambique MOZ
## 1003 Myanmar MMR
## 1004 Myanmar MMR
## 1005 Myanmar MMR
## 1006 Myanmar MMR
## 1007 Myanmar MMR
## 1008 Myanmar MMR
## 1009 Namibia NAM
## 1010 Namibia NAM
## 1011 Namibia NAM
## 1012 Namibia NAM
## 1013 Namibia NAM
## 1014 Namibia NAM
## 1015 Nauru NRU
## 1016 Nauru NRU
## 1017 Nauru NRU
## 1018 Nauru NRU
## 1019 Nauru NRU
## 1020 Nauru NRU
## 1021 Nepal NPL
## 1022 Nepal NPL
## 1023 Nepal NPL
## 1024 Nepal NPL
## 1025 Nepal NPL
## 1026 Nepal NPL
## 1027 Netherlands NLD
## 1028 Netherlands NLD
## 1029 Netherlands NLD
## 1030 Netherlands NLD
## 1031 Netherlands NLD
## 1032 Netherlands NLD
## 1033 New Caledonia NCL
## 1034 New Caledonia NCL
## 1035 New Caledonia NCL
## 1036 New Caledonia NCL
## 1037 New Caledonia NCL
## 1038 New Caledonia NCL
## 1039 New Zealand NZL
## 1040 New Zealand NZL
## 1041 New Zealand NZL
## 1042 New Zealand NZL
## 1043 New Zealand NZL
## 1044 New Zealand NZL
## 1045 Nicaragua NIC
## 1046 Nicaragua NIC
## 1047 Nicaragua NIC
## 1048 Nicaragua NIC
## 1049 Nicaragua NIC
## 1050 Nicaragua NIC
## 1051 Niger NER
## 1052 Niger NER
## 1053 Niger NER
## 1054 Niger NER
## 1055 Niger NER
## 1056 Niger NER
## 1057 Nigeria NGA
## 1058 Nigeria NGA
## 1059 Nigeria NGA
## 1060 Nigeria NGA
## 1061 Nigeria NGA
## 1062 Nigeria NGA
## 1063 North America NAC
## 1064 North America NAC
## 1065 North America NAC
## 1066 North America NAC
## 1067 North America NAC
## 1068 North America NAC
## 1069 Northern Mariana Islands MNP
## 1070 Northern Mariana Islands MNP
## 1071 Northern Mariana Islands MNP
## 1072 Northern Mariana Islands MNP
## 1073 Northern Mariana Islands MNP
## 1074 Northern Mariana Islands MNP
## 1075 Norway NOR
## 1076 Norway NOR
## 1077 Norway NOR
## 1078 Norway NOR
## 1079 Norway NOR
## 1080 Norway NOR
## 1081 Not classified INX
## 1082 Not classified INX
## 1083 Not classified INX
## 1084 Not classified INX
## 1085 Not classified INX
## 1086 Not classified INX
## 1087 OECD members OED
## 1088 OECD members OED
## 1089 OECD members OED
## 1090 OECD members OED
## 1091 OECD members OED
## 1092 OECD members OED
## 1093 Oman OMN
## 1094 Oman OMN
## 1095 Oman OMN
## 1096 Oman OMN
## 1097 Oman OMN
## 1098 Oman OMN
## 1099 Other small states OSS
## 1100 Other small states OSS
## 1101 Other small states OSS
## 1102 Other small states OSS
## 1103 Other small states OSS
## 1104 Other small states OSS
## 1105 Pacific island small states PSS
## 1106 Pacific island small states PSS
## 1107 Pacific island small states PSS
## 1108 Pacific island small states PSS
## 1109 Pacific island small states PSS
## 1110 Pacific island small states PSS
## 1111 Pakistan PAK
## 1112 Pakistan PAK
## 1113 Pakistan PAK
## 1114 Pakistan PAK
## 1115 Pakistan PAK
## 1116 Pakistan PAK
## 1117 Palau PLW
## 1118 Palau PLW
## 1119 Palau PLW
## 1120 Palau PLW
## 1121 Palau PLW
## 1122 Palau PLW
## 1123 Panama PAN
## 1124 Panama PAN
## 1125 Panama PAN
## 1126 Panama PAN
## 1127 Panama PAN
## 1128 Panama PAN
## 1129 Papua New Guinea PNG
## 1130 Papua New Guinea PNG
## 1131 Papua New Guinea PNG
## 1132 Papua New Guinea PNG
## 1133 Papua New Guinea PNG
## 1134 Papua New Guinea PNG
## 1135 Paraguay PRY
## 1136 Paraguay PRY
## 1137 Paraguay PRY
## 1138 Paraguay PRY
## 1139 Paraguay PRY
## 1140 Paraguay PRY
## 1141 Peru PER
## 1142 Peru PER
## 1143 Peru PER
## 1144 Peru PER
## 1145 Peru PER
## 1146 Peru PER
## 1147 Philippines PHL
## 1148 Philippines PHL
## 1149 Philippines PHL
## 1150 Philippines PHL
## 1151 Philippines PHL
## 1152 Philippines PHL
## 1153 Poland POL
## 1154 Poland POL
## 1155 Poland POL
## 1156 Poland POL
## 1157 Poland POL
## 1158 Poland POL
## 1159 Portugal PRT
## 1160 Portugal PRT
## 1161 Portugal PRT
## 1162 Portugal PRT
## 1163 Portugal PRT
## 1164 Portugal PRT
## 1165 Post-demographic dividend PST
## 1166 Post-demographic dividend PST
## 1167 Post-demographic dividend PST
## 1168 Post-demographic dividend PST
## 1169 Post-demographic dividend PST
## 1170 Post-demographic dividend PST
## 1171 Pre-demographic dividend PRE
## 1172 Pre-demographic dividend PRE
## 1173 Pre-demographic dividend PRE
## 1174 Pre-demographic dividend PRE
## 1175 Pre-demographic dividend PRE
## 1176 Pre-demographic dividend PRE
## 1177 Puerto Rico PRI
## 1178 Puerto Rico PRI
## 1179 Puerto Rico PRI
## 1180 Puerto Rico PRI
## 1181 Puerto Rico PRI
## 1182 Puerto Rico PRI
## 1183 Qatar QAT
## 1184 Qatar QAT
## 1185 Qatar QAT
## 1186 Qatar QAT
## 1187 Qatar QAT
## 1188 Qatar QAT
## 1189 Romania ROU
## 1190 Romania ROU
## 1191 Romania ROU
## 1192 Romania ROU
## 1193 Romania ROU
## 1194 Romania ROU
## 1195 Russian Federation RUS
## 1196 Russian Federation RUS
## 1197 Russian Federation RUS
## 1198 Russian Federation RUS
## 1199 Russian Federation RUS
## 1200 Russian Federation RUS
## 1201 Rwanda RWA
## 1202 Rwanda RWA
## 1203 Rwanda RWA
## 1204 Rwanda RWA
## 1205 Rwanda RWA
## 1206 Rwanda RWA
## 1207 Samoa WSM
## 1208 Samoa WSM
## 1209 Samoa WSM
## 1210 Samoa WSM
## 1211 Samoa WSM
## 1212 Samoa WSM
## 1213 San Marino SMR
## 1214 San Marino SMR
## 1215 San Marino SMR
## 1216 San Marino SMR
## 1217 San Marino SMR
## 1218 San Marino SMR
## 1219 Sao Tome and Principe STP
## 1220 Sao Tome and Principe STP
## 1221 Sao Tome and Principe STP
## 1222 Sao Tome and Principe STP
## 1223 Sao Tome and Principe STP
## 1224 Sao Tome and Principe STP
## 1225 Saudi Arabia SAU
## 1226 Saudi Arabia SAU
## 1227 Saudi Arabia SAU
## 1228 Saudi Arabia SAU
## 1229 Saudi Arabia SAU
## 1230 Saudi Arabia SAU
## 1231 Senegal SEN
## 1232 Senegal SEN
## 1233 Senegal SEN
## 1234 Senegal SEN
## 1235 Senegal SEN
## 1236 Senegal SEN
## 1237 Serbia SRB
## 1238 Serbia SRB
## 1239 Serbia SRB
## 1240 Serbia SRB
## 1241 Serbia SRB
## 1242 Serbia SRB
## 1243 Seychelles SYC
## 1244 Seychelles SYC
## 1245 Seychelles SYC
## 1246 Seychelles SYC
## 1247 Seychelles SYC
## 1248 Seychelles SYC
## 1249 Sierra Leone SLE
## 1250 Sierra Leone SLE
## 1251 Sierra Leone SLE
## 1252 Sierra Leone SLE
## 1253 Sierra Leone SLE
## 1254 Sierra Leone SLE
## 1255 Singapore SGP
## 1256 Singapore SGP
## 1257 Singapore SGP
## 1258 Singapore SGP
## 1259 Singapore SGP
## 1260 Singapore SGP
## 1261 Sint Maarten (Dutch part) SXM
## 1262 Sint Maarten (Dutch part) SXM
## 1263 Sint Maarten (Dutch part) SXM
## 1264 Sint Maarten (Dutch part) SXM
## 1265 Sint Maarten (Dutch part) SXM
## 1266 Sint Maarten (Dutch part) SXM
## 1267 Slovak Republic SVK
## 1268 Slovak Republic SVK
## 1269 Slovak Republic SVK
## 1270 Slovak Republic SVK
## 1271 Slovak Republic SVK
## 1272 Slovak Republic SVK
## 1273 Slovenia SVN
## 1274 Slovenia SVN
## 1275 Slovenia SVN
## 1276 Slovenia SVN
## 1277 Slovenia SVN
## 1278 Slovenia SVN
## 1279 Small states SST
## 1280 Small states SST
## 1281 Small states SST
## 1282 Small states SST
## 1283 Small states SST
## 1284 Small states SST
## 1285 Solomon Islands SLB
## 1286 Solomon Islands SLB
## 1287 Solomon Islands SLB
## 1288 Solomon Islands SLB
## 1289 Solomon Islands SLB
## 1290 Solomon Islands SLB
## 1291 Somalia SOM
## 1292 Somalia SOM
## 1293 Somalia SOM
## 1294 Somalia SOM
## 1295 Somalia SOM
## 1296 Somalia SOM
## 1297 South Africa ZAF
## 1298 South Africa ZAF
## 1299 South Africa ZAF
## 1300 South Africa ZAF
## 1301 South Africa ZAF
## 1302 South Africa ZAF
## 1303 South Asia SAS
## 1304 South Asia SAS
## 1305 South Asia SAS
## 1306 South Asia SAS
## 1307 South Asia SAS
## 1308 South Asia SAS
## 1309 South Asia (IDA & IBRD) TSA
## 1310 South Asia (IDA & IBRD) TSA
## 1311 South Asia (IDA & IBRD) TSA
## 1312 South Asia (IDA & IBRD) TSA
## 1313 South Asia (IDA & IBRD) TSA
## 1314 South Asia (IDA & IBRD) TSA
## 1315 South Sudan SSD
## 1316 South Sudan SSD
## 1317 South Sudan SSD
## 1318 South Sudan SSD
## 1319 South Sudan SSD
## 1320 South Sudan SSD
## 1321 Spain ESP
## 1322 Spain ESP
## 1323 Spain ESP
## 1324 Spain ESP
## 1325 Spain ESP
## 1326 Spain ESP
## 1327 Sri Lanka LKA
## 1328 Sri Lanka LKA
## 1329 Sri Lanka LKA
## 1330 Sri Lanka LKA
## 1331 Sri Lanka LKA
## 1332 Sri Lanka LKA
## 1333 St. Kitts and Nevis KNA
## 1334 St. Kitts and Nevis KNA
## 1335 St. Kitts and Nevis KNA
## 1336 St. Kitts and Nevis KNA
## 1337 St. Kitts and Nevis KNA
## 1338 St. Kitts and Nevis KNA
## 1339 St. Lucia LCA
## 1340 St. Lucia LCA
## 1341 St. Lucia LCA
## 1342 St. Lucia LCA
## 1343 St. Lucia LCA
## 1344 St. Lucia LCA
## 1345 St. Martin (French part) MAF
## 1346 St. Martin (French part) MAF
## 1347 St. Martin (French part) MAF
## 1348 St. Martin (French part) MAF
## 1349 St. Martin (French part) MAF
## 1350 St. Martin (French part) MAF
## 1351 St. Vincent and the Grenadines VCT
## 1352 St. Vincent and the Grenadines VCT
## 1353 St. Vincent and the Grenadines VCT
## 1354 St. Vincent and the Grenadines VCT
## 1355 St. Vincent and the Grenadines VCT
## 1356 St. Vincent and the Grenadines VCT
## 1357 Sub-Saharan Africa SSF
## 1358 Sub-Saharan Africa SSF
## 1359 Sub-Saharan Africa SSF
## 1360 Sub-Saharan Africa SSF
## 1361 Sub-Saharan Africa SSF
## 1362 Sub-Saharan Africa SSF
## 1363 Sub-Saharan Africa (excluding high income) SSA
## 1364 Sub-Saharan Africa (excluding high income) SSA
## 1365 Sub-Saharan Africa (excluding high income) SSA
## 1366 Sub-Saharan Africa (excluding high income) SSA
## 1367 Sub-Saharan Africa (excluding high income) SSA
## 1368 Sub-Saharan Africa (excluding high income) SSA
## 1369 Sub-Saharan Africa (IDA & IBRD countries) TSS
## 1370 Sub-Saharan Africa (IDA & IBRD countries) TSS
## 1371 Sub-Saharan Africa (IDA & IBRD countries) TSS
## 1372 Sub-Saharan Africa (IDA & IBRD countries) TSS
## 1373 Sub-Saharan Africa (IDA & IBRD countries) TSS
## 1374 Sub-Saharan Africa (IDA & IBRD countries) TSS
## 1375 Sudan SDN
## 1376 Sudan SDN
## 1377 Sudan SDN
## 1378 Sudan SDN
## 1379 Sudan SDN
## 1380 Sudan SDN
## 1381 Suriname SUR
## 1382 Suriname SUR
## 1383 Suriname SUR
## 1384 Suriname SUR
## 1385 Suriname SUR
## 1386 Suriname SUR
## 1387 Swaziland SWZ
## 1388 Swaziland SWZ
## 1389 Swaziland SWZ
## 1390 Swaziland SWZ
## 1391 Swaziland SWZ
## 1392 Swaziland SWZ
## 1393 Sweden SWE
## 1394 Sweden SWE
## 1395 Sweden SWE
## 1396 Sweden SWE
## 1397 Sweden SWE
## 1398 Sweden SWE
## 1399 Switzerland CHE
## 1400 Switzerland CHE
## 1401 Switzerland CHE
## 1402 Switzerland CHE
## 1403 Switzerland CHE
## 1404 Switzerland CHE
## 1405 Syrian Arab Republic SYR
## 1406 Syrian Arab Republic SYR
## 1407 Syrian Arab Republic SYR
## 1408 Syrian Arab Republic SYR
## 1409 Syrian Arab Republic SYR
## 1410 Syrian Arab Republic SYR
## 1411 Tajikistan TJK
## 1412 Tajikistan TJK
## 1413 Tajikistan TJK
## 1414 Tajikistan TJK
## 1415 Tajikistan TJK
## 1416 Tajikistan TJK
## 1417 Tanzania TZA
## 1418 Tanzania TZA
## 1419 Tanzania TZA
## 1420 Tanzania TZA
## 1421 Tanzania TZA
## 1422 Tanzania TZA
## 1423 Thailand THA
## 1424 Thailand THA
## 1425 Thailand THA
## 1426 Thailand THA
## 1427 Thailand THA
## 1428 Thailand THA
## 1429 Timor-Leste TLS
## 1430 Timor-Leste TLS
## 1431 Timor-Leste TLS
## 1432 Timor-Leste TLS
## 1433 Timor-Leste TLS
## 1434 Timor-Leste TLS
## 1435 Togo TGO
## 1436 Togo TGO
## 1437 Togo TGO
## 1438 Togo TGO
## 1439 Togo TGO
## 1440 Togo TGO
## 1441 Tonga TON
## 1442 Tonga TON
## 1443 Tonga TON
## 1444 Tonga TON
## 1445 Tonga TON
## 1446 Tonga TON
## 1447 Trinidad and Tobago TTO
## 1448 Trinidad and Tobago TTO
## 1449 Trinidad and Tobago TTO
## 1450 Trinidad and Tobago TTO
## 1451 Trinidad and Tobago TTO
## 1452 Trinidad and Tobago TTO
## 1453 Tunisia TUN
## 1454 Tunisia TUN
## 1455 Tunisia TUN
## 1456 Tunisia TUN
## 1457 Tunisia TUN
## 1458 Tunisia TUN
## 1459 Turkey TUR
## 1460 Turkey TUR
## 1461 Turkey TUR
## 1462 Turkey TUR
## 1463 Turkey TUR
## 1464 Turkey TUR
## 1465 Turkmenistan TKM
## 1466 Turkmenistan TKM
## 1467 Turkmenistan TKM
## 1468 Turkmenistan TKM
## 1469 Turkmenistan TKM
## 1470 Turkmenistan TKM
## 1471 Turks and Caicos Islands TCA
## 1472 Turks and Caicos Islands TCA
## 1473 Turks and Caicos Islands TCA
## 1474 Turks and Caicos Islands TCA
## 1475 Turks and Caicos Islands TCA
## 1476 Turks and Caicos Islands TCA
## 1477 Tuvalu TUV
## 1478 Tuvalu TUV
## 1479 Tuvalu TUV
## 1480 Tuvalu TUV
## 1481 Tuvalu TUV
## 1482 Tuvalu TUV
## 1483 Uganda UGA
## 1484 Uganda UGA
## 1485 Uganda UGA
## 1486 Uganda UGA
## 1487 Uganda UGA
## 1488 Uganda UGA
## 1489 Ukraine UKR
## 1490 Ukraine UKR
## 1491 Ukraine UKR
## 1492 Ukraine UKR
## 1493 Ukraine UKR
## 1494 Ukraine UKR
## 1495 United Arab Emirates ARE
## 1496 United Arab Emirates ARE
## 1497 United Arab Emirates ARE
## 1498 United Arab Emirates ARE
## 1499 United Arab Emirates ARE
## 1500 United Arab Emirates ARE
## 1501 United Kingdom GBR
## 1502 United Kingdom GBR
## 1503 United Kingdom GBR
## 1504 United Kingdom GBR
## 1505 United Kingdom GBR
## 1506 United Kingdom GBR
## 1507 United States USA
## 1508 United States USA
## 1509 United States USA
## 1510 United States USA
## 1511 United States USA
## 1512 United States USA
## 1513 Upper middle income UMC
## 1514 Upper middle income UMC
## 1515 Upper middle income UMC
## 1516 Upper middle income UMC
## 1517 Upper middle income UMC
## 1518 Upper middle income UMC
## 1519 Uruguay URY
## 1520 Uruguay URY
## 1521 Uruguay URY
## 1522 Uruguay URY
## 1523 Uruguay URY
## 1524 Uruguay URY
## 1525 Uzbekistan UZB
## 1526 Uzbekistan UZB
## 1527 Uzbekistan UZB
## 1528 Uzbekistan UZB
## 1529 Uzbekistan UZB
## 1530 Uzbekistan UZB
## 1531 Vanuatu VUT
## 1532 Vanuatu VUT
## 1533 Vanuatu VUT
## 1534 Vanuatu VUT
## 1535 Vanuatu VUT
## 1536 Vanuatu VUT
## 1537 Venezuela, RB VEN
## 1538 Venezuela, RB VEN
## 1539 Venezuela, RB VEN
## 1540 Venezuela, RB VEN
## 1541 Venezuela, RB VEN
## 1542 Venezuela, RB VEN
## 1543 Vietnam VNM
## 1544 Vietnam VNM
## 1545 Vietnam VNM
## 1546 Vietnam VNM
## 1547 Vietnam VNM
## 1548 Vietnam VNM
## 1549 Virgin Islands (U.S.) VIR
## 1550 Virgin Islands (U.S.) VIR
## 1551 Virgin Islands (U.S.) VIR
## 1552 Virgin Islands (U.S.) VIR
## 1553 Virgin Islands (U.S.) VIR
## 1554 Virgin Islands (U.S.) VIR
## 1555 West Bank and Gaza PSE
## 1556 West Bank and Gaza PSE
## 1557 West Bank and Gaza PSE
## 1558 West Bank and Gaza PSE
## 1559 West Bank and Gaza PSE
## 1560 West Bank and Gaza PSE
## 1561 World WLD
## 1562 World WLD
## 1563 World WLD
## 1564 World WLD
## 1565 World WLD
## 1566 World WLD
## 1567 Yemen, Rep. YEM
## 1568 Yemen, Rep. YEM
## 1569 Yemen, Rep. YEM
## 1570 Yemen, Rep. YEM
## 1571 Yemen, Rep. YEM
## 1572 Yemen, Rep. YEM
## 1573 Zambia ZMB
## 1574 Zambia ZMB
## 1575 Zambia ZMB
## 1576 Zambia ZMB
## 1577 Zambia ZMB
## 1578 Zambia ZMB
## 1579 Zimbabwe ZWE
## 1580 Zimbabwe ZWE
## 1581 Zimbabwe ZWE
## 1582 Zimbabwe ZWE
## 1583 Zimbabwe ZWE
## 1584 Zimbabwe ZWE
## Year Population
## 1 X1964 9731361
## 2 X1974 12321541
## 3 X1984 12047115
## 4 X1994 16172719
## 5 X2004 24118979
## 6 X2014 32758020
## 7 X1964 1814135
## 8 X1974 2350124
## 9 X1984 2904429
## 10 X1994 3207536
## 11 X2004 3026939
## 12 X2014 2889104
## 13 X1964 12295970
## 14 X1974 16247113
## 15 X1984 21893853
## 16 X1994 28362253
## 17 X2004 32831096
## 18 X2014 39113313
## 19 X1964 22698
## 20 X1974 29488
## 21 X1984 37688
## 22 X1994 51803
## 23 X2004 59264
## 24 X2014 55437
## 25 X1964 17469
## 26 X1974 29520
## 27 X1984 42706
## 28 X1994 62677
## 29 X2004 76244
## 30 X2014 79223
## 31 X1964 6093321
## 32 X1974 7474338
## 33 X1984 10277321
## 34 X1994 13841301
## 35 X2004 18865716
## 36 X2014 26920466
## 37 X1964 59524
## 38 X1974 70878
## 39 X1984 70725
## 40 X1994 71719
## 41 X2004 88257
## 42 X2014 98875
## 43 X1964 103239902
## 44 X1974 136696761
## 45 X1984 187610756
## 46 X1994 247435930
## 47 X2004 309162029
## 48 X2014 390043028
## 49 X1964 21953929
## 50 X1974 25644506
## 51 X1984 29920904
## 52 X1994 34558115
## 53 X2004 38728696
## 54 X2014 42981515
## 55 X1964 2144998
## 56 X1974 2773747
## 57 X1984 3285595
## 58 X1994 3283660
## 59 X2004 3000612
## 60 X2014 2906220
## 61 X1964 57032
## 62 X1974 60528
## 63 X1984 62836
## 64 X1994 76700
## 65 X2004 98737
## 66 X2014 103795
## 67 X1964 11167000
## 68 X1974 13723000
## 69 X1984 15544000
## 70 X1994 17855000
## 71 X2004 20127400
## 72 X2014 23460694
## 73 X1964 7223801
## 74 X1974 7599038
## 75 X1984 7561434
## 76 X1994 7936118
## 77 X2004 8171966
## 78 X2014 8541575
## 79 X1964 4456689
## 80 X1974 5579077
## 81 X1984 6557585
## 82 X1994 7597000
## 83 X2004 8306500
## 84 X2014 9535079
## 85 X1964 133698
## 86 X1974 185099
## 87 X1984 230015
## 88 X1994 275895
## 89 X2004 322526
## 90 X2014 382169
## 91 X1964 182887
## 92 X1974 251911
## 93 X1984 407227
## 94 X1994 549588
## 95 X2004 829848
## 96 X2014 1336397
## 97 X1964 54129100
## 98 X1974 69884420
## 99 X1984 90732362
## 100 X1994 116182267
## 101 X2004 141307489
## 102 X2014 159405279
## 103 X1964 234547
## 104 X1974 244539
## 105 X1984 255193
## 106 X1994 264015
## 107 X2004 273091
## 108 X2014 283385
## 109 X1964 8524224
## 110 X1974 9317584
## 111 X1984 9910000
## 112 X1994 10227000
## 113 X2004 9730146
## 114 X2014 9474511
## 115 X1964 9378113
## 116 X1974 9772419
## 117 X1984 9855372
## 118 X1994 10115603
## 119 X2004 10421137
## 120 X2014 11209057
## 121 X1964 103069
## 122 X1974 131307
## 123 X1984 160347
## 124 X1994 201674
## 125 X2004 276089
## 126 X2014 351694
## 127 X1964 2585965
## 128 X1974 3187412
## 129 X1984 4156819
## 130 X1994 5714220
## 131 X2004 7750004
## 132 X2014 10286712
## 133 X1964 48900
## 134 X1974 53400
## 135 X1984 56423
## 136 X1994 59320
## 137 X2004 63740
## 138 X2014 65139
## 139 X1964 247325
## 140 X1974 338943
## 141 X1984 453720
## 142 X1994 516503
## 143 X2004 640282
## 144 X2014 776448
## 145 X1964 3990857
## 146 X1974 4902168
## 147 X1984 6085496
## 148 X1994 7418861
## 149 X2004 8967741
## 150 X2014 10562159
## 151 X1964 3478995
## 152 X1974 3942223
## 153 X1984 4350746
## 154 X1994 3948816
## 155 X2004 3781287
## 156 X2014 3566002
## 157 X1964 580799
## 158 X1974 796095
## 159 X1984 1151292
## 160 X1994 1532622
## 161 X2004 1829330
## 162 X2014 2168573
## 163 X1964 81168654
## 164 X1974 105069367
## 165 X1984 132800684
## 166 X1994 159705123
## 167 X2004 184738458
## 168 X2014 204213133
## 169 X1964 8627
## 170 X1974 10379
## 171 X1984 12731
## 172 X1994 18052
## 173 X2004 22541
## 174 X2014 29588
## 175 X1964 97848
## 176 X1974 155109
## 177 X1984 218227
## 178 X1994 289525
## 179 X2004 359523
## 180 X2014 411704
## 181 X1964 8144340
## 182 X1974 8678745
## 183 X1984 8960679
## 184 X1994 8443591
## 185 X2004 7716860
## 186 X2014 7223938
## 187 X1964 5098890
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## 189 X1984 7531242
## 190 X1994 9816588
## 191 X2004 13030569
## 192 X2014 17585977
## 193 X1964 3010859
## 194 X1974 3618585
## 195 X1984 4571292
## 196 X1994 5871607
## 197 X2004 7182451
## 198 X2014 9891790
## 199 X1964 223846
## 200 X1974 272292
## 201 X1984 309397
## 202 X1994 379156
## 203 X2004 467664
## 204 X2014 526437
## 205 X1964 6331583
## 206 X1974 7531424
## 207 X1984 7446019
## 208 X1994 10315376
## 209 X2004 13063377
## 210 X2014 15270790
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## 212 X1974 7254468
## 213 X1984 9742263
## 214 X1994 13109660
## 215 X2004 16959081
## 216 X2014 22239904
## 217 X1964 19325000
## 218 X1974 22774087
## 219 X1984 25702000
## 220 X1994 29111906
## 221 X2004 31995000
## 222 X2014 35544564
## 223 X1964 4513246
## 224 X1974 5142246
## 225 X1984 5766957
## 226 X1994 6238576
## 227 X2004 6716373
## 228 X2014 7162679
## 229 X1964 8298
## 230 X1974 11498
## 231 X1984 18543
## 232 X1994 30055
## 233 X2004 47299
## 234 X2014 59172
## 235 X1964 1616516
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## 237 X1984 2565803
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## 239 X2004 4055036
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## 243 X1984 108853181
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## 245 X2004 106466116
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## 247 X1964 3246505
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## 252 X2014 13569438
## 253 X1964 113773
## 254 X1974 125682
## 255 X1984 132453
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## 257 X2004 153170
## 258 X2014 162969
## 259 X1964 8430838
## 260 X1974 10267056
## 261 X1984 11985658
## 262 X1994 14091389
## 263 X2004 15973778
## 264 X2014 17613798
## 265 X1964 698355000
## 266 X1974 900350000
## 267 X1984 1036825000
## 268 X1994 1191835000
## 269 X2004 1296075000
## 270 X2014 1364270000
## 271 X1964 18581974
## 272 X1974 24208021
## 273 X1984 30350086
## 274 X1994 36823537
## 275 X2004 42724163
## 276 X2014 47791911
## 277 X1964 203753
## 278 X1974 250104
## 279 X1984 345466
## 280 X1994 462277
## 281 X2004 597228
## 282 X2014 759385
## 283 X1964 16903923
## 284 X1974 22280923
## 285 X1984 29121474
## 286 X1994 40273701
## 287 X2004 53034217
## 288 X2014 73722860
## 289 X1964 1152412
## 290 X1974 1542690
## 291 X1984 2068132
## 292 X1994 2722497
## 293 X2004 3605439
## 294 X2014 4871101
## 295 X1964 1537041
## 296 X1974 2045580
## 297 X1984 2659781
## 298 X1994 3425690
## 299 X2004 4187038
## 300 X2014 4757575
## 301 X1964 4157965
## 302 X1974 6305287
## 303 X1984 9826055
## 304 X1994 14083611
## 305 X2004 17997738
## 306 X2014 22531350
## 307 X1964 4259680
## 308 X1974 4497000
## 309 X1984 4680000
## 310 X1994 4650000
## 311 X2004 4439000
## 312 X2014 4238389
## 313 X1964 7787146
## 314 X1974 9315373
## 315 X1984 10017059
## 316 X1994 10850585
## 317 X2004 11266941
## 318 X2014 11439767
## 319 X1964 133148
## 320 X1974 148351
## 321 X1984 151940
## 322 X1994 144630
## 323 X2004 134192
## 324 X2014 155909
## 325 X1964 578627
## 326 X1974 642339
## 327 X1984 697717
## 328 X1994 837110
## 329 X2004 1010410
## 330 X2014 1152309
## 331 X1964 9727804
## 332 X1974 9988459
## 333 X1984 10330213
## 334 X1994 10333587
## 335 X2004 10197101
## 336 X2014 10525347
## 337 X1964 4722072
## 338 X1974 5045297
## 339 X1984 5111619
## 340 X1994 5206180
## 341 X2004 5404523
## 342 X2014 5643475
## 343 X1964 107583
## 344 X1974 205181
## 345 X1984 406017
## 346 X1994 622366
## 347 X2004 770752
## 348 X2014 912164
## 349 X1964 63926
## 350 X1974 71807
## 351 X1984 74213
## 352 X1994 71373
## 353 X2004 70379
## 354 X2014 72778
## 355 X1964 3757956
## 356 X1974 5019473
## 357 X1984 6351572
## 358 X1994 7753052
## 359 X2004 9102998
## 360 X2014 10405844
## 361 X1964 1076932498
## 362 X1974 1375594732
## 363 X1984 1761090462
## 364 X1994 2207779855
## 365 X2004 2647027406
## 366 X2014 3083836360
## 367 X1964 1109997197
## 368 X1974 1414384540
## 369 X1984 1656292670
## 370 X1994 1915670711
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## 372 X2014 2265898057
## 373 X1964 952270698
## 374 X1974 1229692862
## 375 X1984 1449129592
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## 377 X2004 1878255588
## 378 X2014 2022021082
## 379 X1964 939976174
## 380 X1974 1213723493
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## 382 X1994 1671218210
## 383 X2004 1854486630
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## 390 X2014 15903112
## 391 X1964 30071102
## 392 X1974 38322022
## 393 X1984 48868951
## 394 X1994 62495745
## 395 X2004 75381899
## 396 X2014 91812566
## 397 X1964 3106186
## 398 X1974 4053713
## 399 X1984 4858532
## 400 X1994 5544945
## 401 X2004 6000775
## 402 X2014 6281189
## 403 X1964 271457
## 404 X1974 269426
## 405 X1984 338086
## 406 X1994 487140
## 407 X2004 724817
## 408 X2014 1129424
## 409 X1964 1548187
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## 411 X1984 2674289
## 412 X1994 3085443
## 413 X2004 3858623
## 414 X2014 NA
## 415 X1964 1277086
## 416 X1974 1418169
## 417 X1984 1518617
## 418 X1994 1462514
## 419 X2004 1362550
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## 421 X1964 24397024
## 422 X1974 31851708
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## 425 X2004 74624405
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## 430 X1994 316366781
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## 432 X2014 338429646
## 433 X1964 698905664
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## 435 X1984 813281381
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## 439 X1964 296463073
## 440 X1974 332789612
## 441 X1984 369141750
## 442 X1994 395568548
## 443 X2004 397064999
## 444 X2014 412510951
## 445 X1964 327602523
## 446 X1974 366468511
## 447 X1984 406045884
## 448 X1994 434111200
## 449 X2004 435247221
## 450 X2014 450522686
## 451 X1964 424075858
## 452 X1974 452475893
## 453 X1984 469501597
## 454 X1994 483262847
## 455 X2004 494162545
## 456 X2014 508157247
## 457 X1964 36454
## 458 X1974 40955
## 459 X1984 45122
## 460 X1994 46250
## 461 X2004 48143
## 462 X2014 48842
## 463 X1964 450450
## 464 X1974 565388
## 465 X1984 700366
## 466 X1994 765667
## 467 X2004 818354
## 468 X2014 885806
## 469 X1964 4548543
## 470 X1974 4690574
## 471 X1984 4881803
## 472 X1994 5088333
## 473 X2004 5228172
## 474 X2014 5461512
## 475 X1964 133661787
## 476 X1974 173281249
## 477 X1984 226660414
## 478 X1994 294177517
## 479 X2004 378123879
## 480 X2014 482474449
## 481 X1964 49449403
## 482 X1974 53882416
## 483 X1984 56470769
## 484 X1994 59327194
## 485 X2004 62704897
## 486 X2014 66331957
## 487 X1964 90132
## 488 X1974 126486
## 489 X1984 170396
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## 491 X2004 251775
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## 514 X1994 81438348
## 515 X2004 82516260
## 516 X2014 80982500
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## 518 X1974 9604276
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## 520 X1994 16330174
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## 523 X1964 25454
## 524 X1974 29427
## 525 X1984 30325
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## 530 X1974 8962022
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## 536 X1974 49500
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## 1579 X1964 4269863
## 1580 X1974 5920943
## 1581 X1984 8342195
## 1582 X1994 11116948
## 1583 X2004 12777511
## 1584 X2014 15411675head(PT_sel_tidy)## Country.Name Country.Code Year Population
## 1 Aruba ABW X1964 57032
## 2 Afghanistan AFG X1964 9731361
## 3 Angola AGO X1964 6093321
## 4 Albania ALB X1964 1814135
## 5 Andorra AND X1964 17469
## 6 Arab World ARB X1964 103239902#I wanted to look at the countries with the highest raise in population, hence I performed some transformations using dplyr.
country_list <- PT_sel_tidy %>%
arrange(Population) %>%
select(Country.Name)
country_list = country_list[1:10,]
country_list ## [1] "St. Martin (French part)" "Nauru"
## [3] "Turks and Caicos Islands" "St. Martin (French part)"
## [5] "Turks and Caicos Islands" "Tuvalu"
## [7] "Nauru" "Tuvalu"
## [9] "Nauru" "Cayman Islands"PT_sel_tidy10<- PT_sel_tidy %>% filter(Country.Name %in% country_list)
head(PT_sel_tidy10,3)## Country.Name Country.Code Year Population
## 1 Cayman Islands CYM X1964 8298
## 2 St. Martin (French part) MAF X1964 4748
## 3 Nauru NRU X1964 5500#The Analysis shows that Cayman Islnads have a significantly high raise in population over the past 58 years.
ggplot(PT_sel_tidy10, aes(x = Year , y = as.numeric(Population), group = Country.Name, colour = Country.Name)) +
geom_line() +
geom_point() +
theme_bw() +
ylab("Polulation") +
xlab("Year") +
ggtitle("Top 10 Countries with highest population raise") +
ylab("Population") +
theme(plot.title = element_text(lineheight = .8))