List all countries supported by the World Bank API.
Arguments
- country
(
character()) country to query. DefaultNULL. IfNULL, all countries are returned.- lang
(
character(1)) language to query. Default"en".
Value
A data.frame() with the available countries. The columns are:
- country_id
The country ID.
- country_code
The country code.
- country_name
The country name.
- region_id
The region ID.
- region_code
The region code.
- region_value
The region value.
- admin_region_id
The admin region ID.
- admin_region_code
The admin region code.
- admin_region_value
The admin region value.
- income_level_id
The income level ID.
- income_level_code
The income level code.
- income_level_value
The income level value.
- lending_type_id
The lending type ID.
- lending_type_code
The lending type code.
- lending_type_value
The lending type value.
- capital_city
The capital city.
- longitude
The longitude.
- latitude
The latitude.
See also
Other indicators data:
wb_income_level(),
wb_indicator(),
wb_language(),
wb_lending_type(),
wb_region(),
wb_source(),
wb_topic()
Examples
wb_country()
#> country_id country_code
#> 1 ABW AW
#> 2 AFE ZH
#> 3 AFG AF
#> 4 AFR A9
#> 5 AFW ZI
#> 6 AGO AO
#> 7 ALB AL
#> 8 AND AD
#> 9 ARB 1A
#> 10 ARE AE
#> 11 ARG AR
#> 12 ARM AM
#> 13 ASM AS
#> 14 ATG AG
#> 15 AUS AU
#> 16 AUT AT
#> 17 AZE AZ
#> 18 BDI BI
#> 19 BEA B4
#> 20 BEC B7
#> 21 BEL BE
#> 22 BEN BJ
#> 23 BFA BF
#> 24 BGD BD
#> 25 BGR BG
#> 26 BHI B1
#> 27 BHR BH
#> 28 BHS BS
#> 29 BIH BA
#> 30 BLA B2
#> 31 BLR BY
#> 32 BLZ BZ
#> 33 BMN B3
#> 34 BMU BM
#> 35 BOL BO
#> 36 BRA BR
#> 37 BRB BB
#> 38 BRN BN
#> 39 BSS B6
#> 40 BTN BT
#> 41 BWA BW
#> 42 CAA C9
#> 43 CAF CF
#> 44 CAN CA
#> 45 CEA C4
#> 46 CEB B8
#> 47 CEU C5
#> 48 CHE CH
#> 49 CHI JG
#> 50 CHL CL
#> 51 CHN CN
#> 52 CIV CI
#> 53 CLA C6
#> 54 CME C7
#> 55 CMR CM
#> 56 COD CD
#> 57 COG CG
#> 58 COL CO
#> 59 COM KM
#> 60 CPV CV
#> 61 CRI CR
#> 62 CSA C8
#> 63 CSS S3
#> 64 CUB CU
#> 65 CUW CW
#> 66 CYM KY
#> 67 CYP CY
#> 68 CZE CZ
#> 69 DEA D4
#> 70 DEC D7
#> 71 DEU DE
#> 72 DJI DJ
#> 73 DLA D2
#> 74 DMA DM
#> 75 DMN D3
#> 76 DNK DK
#> 77 DNS N6
#> 78 DOM DO
#> 79 DSA D5
#> 80 DSF F6
#> 81 DSS D6
#> 82 DZA DZ
#> 83 EAP 4E
#> 84 EAR V2
#> 85 EAS Z4
#> 86 ECA 7E
#> 87 ECS Z7
#> 88 ECU EC
#> 89 EGY EG
#> 90 EMU XC
#> 91 ERI ER
#> 92 ESP ES
#> 93 EST EE
#> 94 ETH ET
#> 95 EUU EU
#> 96 FCS F1
#> 97 FIN FI
#> 98 FJI FJ
#> 99 FRA FR
#> 100 FRO FO
#> 101 FSM FM
#> 102 FXS 6F
#> 103 GAB GA
#> 104 GBR GB
#> 105 GEO GE
#> 106 GHA GH
#> 107 GIB GI
#> 108 GIN GN
#> 109 GMB GM
#> 110 GNB GW
#> 111 GNQ GQ
#> 112 GRC GR
#> 113 GRD GD
#> 114 GRL GL
#> 115 GTM GT
#> 116 GUM GU
#> 117 GUY GY
#> 118 HIC XD
#> 119 HKG HK
#> 120 HND HN
#> 121 HPC XE
#> 122 HRV HR
#> 123 HTI HT
#> 124 HUN HU
#> 125 IBB ZB
#> 126 IBD XF
#> 127 IBT ZT
#> 128 IDA XG
#> 129 IDB XH
#> 130 IDN ID
#> 131 IDX XI
#> 132 IMN IM
#> 133 IND IN
#> 134 INX XY
#> 135 IRL IE
#> 136 IRN IR
#> 137 IRQ IQ
#> 138 ISL IS
#> 139 ISR IL
#> 140 ITA IT
#> 141 JAM JM
#> 142 JOR JO
#> 143 JPN JP
#> 144 KAZ KZ
#> 145 KEN KE
#> 146 KGZ KG
#> 147 KHM KH
#> 148 KIR KI
#> 149 KNA KN
#> 150 KOR KR
#> 151 KWT KW
#> 152 LAC XJ
#> 153 LAO LA
#> 154 LBN LB
#> 155 LBR LR
#> 156 LBY LY
#> 157 LCA LC
#> 158 LCN ZJ
#> 159 LDC XL
#> 160 LIC XM
#> 161 LIE LI
#> 162 LKA LK
#> 163 LMC XN
#> 164 LMY XO
#> 165 LSO LS
#> 166 LTE V3
#> 167 LTU LT
#> 168 LUX LU
#> 169 LVA LV
#> 170 MAC MO
#> 171 MAF MF
#> 172 MAR MA
#> 173 MCO MC
#> 174 MDA MD
#> 175 MDE M1
#> 176 MDG MG
#> 177 MDV MV
#> 178 MEA ZQ
#> 179 MEX MX
#> 180 MHL MH
#> 181 MIC XP
#> 182 MKD MK
#> 183 MLI ML
#> 184 MLT MT
#> 185 MMR MM
#> 186 MNA XQ
#> 187 MNE ME
#> 188 MNG MN
#> 189 MNP MP
#> 190 MOZ MZ
#> 191 MRT MR
#> 192 MUS MU
#> 193 MWI MW
#> 194 MYS MY
#> 195 NAC XU
#> 196 NAF M2
#> 197 NAM NA
#> 198 NCL NC
#> 199 NER NE
#> 200 NGA NG
#> 201 NIC NI
#> 202 NLD NL
#> 203 NOR NO
#> 204 NPL NP
#> 205 NRS 6X
#> 206 NRU NR
#> 207 NXS 6N
#> 208 NZL NZ
#> 209 OED OE
#> 210 OMN OM
#> 211 OSS S4
#> 212 PAK PK
#> 213 PAN PA
#> 214 PER PE
#> 215 PHL PH
#> 216 PLW PW
#> 217 PNG PG
#> 218 POL PL
#> 219 PRE V1
#> 220 PRI PR
#> 221 PRK KP
#> 222 PRT PT
#> 223 PRY PY
#> 224 PSE PS
#> 225 PSS S2
#> 226 PST V4
#> 227 PYF PF
#> 228 QAT QA
#> 229 ROU RO
#> 230 RRS R6
#> 231 RUS RU
#> 232 RWA RW
#> 233 SAS 8S
#> 234 SAU SA
#> 235 SDN SD
#> 236 SEN SN
#> 237 SGP SG
#> 238 SLB SB
#> 239 SLE SL
#> 240 SLV SV
#> 241 SMR SM
#> 242 SOM SO
#> 243 SRB RS
#> 244 SSA ZF
#> 245 SSD SS
#> 246 SSF ZG
#> 247 SST S1
#> 248 STP ST
#> 249 SUR SR
#> 250 SVK SK
#> 251 SVN SI
#> 252 SWE SE
#> 253 SWZ SZ
#> 254 SXM SX
#> 255 SXZ A4
#> 256 SYC SC
#> 257 SYR SY
#> 258 TCA TC
#> 259 TCD TD
#> 260 TEA T4
#> 261 TEC T7
#> 262 TGO TG
#> 263 THA TH
#> 264 TJK TJ
#> 265 TKM TM
#> 266 TLA T2
#> 267 TLS TL
#> 268 TMN T3
#> 269 TON TO
#> 270 TSA T5
#> 271 TSS T6
#> 272 TTO TT
#> 273 TUN TN
#> 274 TUR TR
#> 275 TUV TV
#> 276 TZA TZ
#> 277 UGA UG
#> 278 UKR UA
#> 279 UMC XT
#> 280 URY UY
#> 281 USA US
#> 282 UZB UZ
#> 283 VCT VC
#> 284 VEN VE
#> 285 VGB VG
#> 286 VIR VI
#> 287 VNM VN
#> 288 VUT VU
#> 289 WLD 1W
#> 290 WSM WS
#> 291 XKX XK
#> 292 XZN A5
#> 293 YEM YE
#> 294 ZAF ZA
#> 295 ZMB ZM
#> 296 ZWE ZW
#> country_name
#> 1 Aruba
#> 2 Africa Eastern and Southern
#> 3 Afghanistan
#> 4 Africa
#> 5 Africa Western and Central
#> 6 Angola
#> 7 Albania
#> 8 Andorra
#> 9 Arab World
#> 10 United Arab Emirates
#> 11 Argentina
#> 12 Armenia
#> 13 American Samoa
#> 14 Antigua and Barbuda
#> 15 Australia
#> 16 Austria
#> 17 Azerbaijan
#> 18 Burundi
#> 19 East Asia & Pacific (IBRD-only countries)
#> 20 Europe & Central Asia (IBRD-only countries)
#> 21 Belgium
#> 22 Benin
#> 23 Burkina Faso
#> 24 Bangladesh
#> 25 Bulgaria
#> 26 IBRD countries classified as high income
#> 27 Bahrain
#> 28 Bahamas, The
#> 29 Bosnia and Herzegovina
#> 30 Latin America & the Caribbean (IBRD-only countries)
#> 31 Belarus
#> 32 Belize
#> 33 Middle East, North Africa, Afghanistan & Pakistan (IBRD only)
#> 34 Bermuda
#> 35 Bolivia
#> 36 Brazil
#> 37 Barbados
#> 38 Brunei Darussalam
#> 39 Sub-Saharan Africa (IBRD-only countries)
#> 40 Bhutan
#> 41 Botswana
#> 42 Sub-Saharan Africa (IFC classification)
#> 43 Central African Republic
#> 44 Canada
#> 45 East Asia and the Pacific (IFC classification)
#> 46 Central Europe and the Baltics
#> 47 Europe and Central Asia (IFC classification)
#> 48 Switzerland
#> 49 Channel Islands
#> 50 Chile
#> 51 China
#> 52 Cote d'Ivoire
#> 53 Latin America and the Caribbean (IFC classification)
#> 54 Middle East and North Africa (IFC classification)
#> 55 Cameroon
#> 56 Congo, Dem. Rep.
#> 57 Congo, Rep.
#> 58 Colombia
#> 59 Comoros
#> 60 Cabo Verde
#> 61 Costa Rica
#> 62 South Asia (IFC classification)
#> 63 Caribbean small states
#> 64 Cuba
#> 65 Curacao
#> 66 Cayman Islands
#> 67 Cyprus
#> 68 Czechia
#> 69 East Asia & Pacific (IDA-eligible countries)
#> 70 Europe & Central Asia (IDA-eligible countries)
#> 71 Germany
#> 72 Djibouti
#> 73 Latin America & the Caribbean (IDA-eligible countries)
#> 74 Dominica
#> 75 Middle East, North Africa, Afghanistan & Pakistan (IDA total)
#> 76 Denmark
#> 77 IDA countries in Sub-Saharan Africa not classified as fragile situations
#> 78 Dominican Republic
#> 79 South Asia (IDA-eligible countries)
#> 80 IDA countries in Sub-Saharan Africa classified as fragile situations
#> 81 Sub-Saharan Africa (IDA-eligible countries)
#> 82 Algeria
#> 83 East Asia & Pacific (excluding high income)
#> 84 Early-demographic dividend
#> 85 East Asia & Pacific
#> 86 Europe & Central Asia (excluding high income)
#> 87 Europe & Central Asia
#> 88 Ecuador
#> 89 Egypt, Arab Rep.
#> 90 Euro area
#> 91 Eritrea
#> 92 Spain
#> 93 Estonia
#> 94 Ethiopia
#> 95 European Union
#> 96 Fragile and conflict affected situations
#> 97 Finland
#> 98 Fiji
#> 99 France
#> 100 Faroe Islands
#> 101 Micronesia, Fed. Sts.
#> 102 IDA countries classified as fragile situations, excluding Sub-Saharan Africa
#> 103 Gabon
#> 104 United Kingdom
#> 105 Georgia
#> 106 Ghana
#> 107 Gibraltar
#> 108 Guinea
#> 109 Gambia, The
#> 110 Guinea-Bissau
#> 111 Equatorial Guinea
#> 112 Greece
#> 113 Grenada
#> 114 Greenland
#> 115 Guatemala
#> 116 Guam
#> 117 Guyana
#> 118 High income
#> 119 Hong Kong SAR, China
#> 120 Honduras
#> 121 Heavily indebted poor countries (HIPC)
#> 122 Croatia
#> 123 Haiti
#> 124 Hungary
#> 125 IBRD, including blend
#> 126 IBRD only
#> 127 IDA & IBRD total
#> 128 IDA total
#> 129 IDA blend
#> 130 Indonesia
#> 131 IDA only
#> 132 Isle of Man
#> 133 India
#> 134 Not classified
#> 135 Ireland
#> 136 Iran, Islamic Rep.
#> 137 Iraq
#> 138 Iceland
#> 139 Israel
#> 140 Italy
#> 141 Jamaica
#> 142 Jordan
#> 143 Japan
#> 144 Kazakhstan
#> 145 Kenya
#> 146 Kyrgyz Republic
#> 147 Cambodia
#> 148 Kiribati
#> 149 St. Kitts and Nevis
#> 150 Korea, Rep.
#> 151 Kuwait
#> 152 Latin America & Caribbean (excluding high income)
#> 153 Lao PDR
#> 154 Lebanon
#> 155 Liberia
#> 156 Libya
#> 157 St. Lucia
#> 158 Latin America & Caribbean
#> 159 Least developed countries: UN classification
#> 160 Low income
#> 161 Liechtenstein
#> 162 Sri Lanka
#> 163 Lower middle income
#> 164 Low & middle income
#> 165 Lesotho
#> 166 Late-demographic dividend
#> 167 Lithuania
#> 168 Luxembourg
#> 169 Latvia
#> 170 Macao SAR, China
#> 171 St. Martin (French part)
#> 172 Morocco
#> 173 Monaco
#> 174 Moldova
#> 175 Middle East (developing only)
#> 176 Madagascar
#> 177 Maldives
#> 178 Middle East, North Africa, Afghanistan & Pakistan
#> 179 Mexico
#> 180 Marshall Islands
#> 181 Middle income
#> 182 North Macedonia
#> 183 Mali
#> 184 Malta
#> 185 Myanmar
#> 186 Middle East, North Africa, Afghanistan & Pakistan (excluding high income)
#> 187 Montenegro
#> 188 Mongolia
#> 189 Northern Mariana Islands
#> 190 Mozambique
#> 191 Mauritania
#> 192 Mauritius
#> 193 Malawi
#> 194 Malaysia
#> 195 North America
#> 196 North Africa
#> 197 Namibia
#> 198 New Caledonia
#> 199 Niger
#> 200 Nigeria
#> 201 Nicaragua
#> 202 Netherlands
#> 203 Norway
#> 204 Nepal
#> 205 Non-resource rich Sub-Saharan Africa countries
#> 206 Nauru
#> 207 IDA countries not classified as fragile situations, excluding Sub-Saharan Africa
#> 208 New Zealand
#> 209 OECD members
#> 210 Oman
#> 211 Other small states
#> 212 Pakistan
#> 213 Panama
#> 214 Peru
#> 215 Philippines
#> 216 Palau
#> 217 Papua New Guinea
#> 218 Poland
#> 219 Pre-demographic dividend
#> 220 Puerto Rico (US)
#> 221 Korea, Dem. People's Rep.
#> 222 Portugal
#> 223 Paraguay
#> 224 West Bank and Gaza
#> 225 Pacific island small states
#> 226 Post-demographic dividend
#> 227 French Polynesia
#> 228 Qatar
#> 229 Romania
#> 230 Resource rich Sub-Saharan Africa countries
#> 231 Russian Federation
#> 232 Rwanda
#> 233 South Asia
#> 234 Saudi Arabia
#> 235 Sudan
#> 236 Senegal
#> 237 Singapore
#> 238 Solomon Islands
#> 239 Sierra Leone
#> 240 El Salvador
#> 241 San Marino
#> 242 Somalia
#> 243 Serbia
#> 244 Sub-Saharan Africa (excluding high income)
#> 245 South Sudan
#> 246 Sub-Saharan Africa
#> 247 Small states
#> 248 Sao Tome and Principe
#> 249 Suriname
#> 250 Slovak Republic
#> 251 Slovenia
#> 252 Sweden
#> 253 Eswatini
#> 254 Sint Maarten (Dutch part)
#> 255 Sub-Saharan Africa excluding South Africa
#> 256 Seychelles
#> 257 Syrian Arab Republic
#> 258 Turks and Caicos Islands
#> 259 Chad
#> 260 East Asia & Pacific (IDA & IBRD countries)
#> 261 Europe & Central Asia (IDA & IBRD countries)
#> 262 Togo
#> 263 Thailand
#> 264 Tajikistan
#> 265 Turkmenistan
#> 266 Latin America & the Caribbean (IDA & IBRD countries)
#> 267 Timor-Leste
#> 268 Middle East, North Africa, Afghanistan & Pakistan (IDA & IBRD)
#> 269 Tonga
#> 270 South Asia (IDA & IBRD)
#> 271 Sub-Saharan Africa (IDA & IBRD countries)
#> 272 Trinidad and Tobago
#> 273 Tunisia
#> 274 Turkiye
#> 275 Tuvalu
#> 276 Tanzania
#> 277 Uganda
#> 278 Ukraine
#> 279 Upper middle income
#> 280 Uruguay
#> 281 United States
#> 282 Uzbekistan
#> 283 St. Vincent and the Grenadines
#> 284 Venezuela, RB
#> 285 British Virgin Islands
#> 286 Virgin Islands (U.S.)
#> 287 Viet Nam
#> 288 Vanuatu
#> 289 World
#> 290 Samoa
#> 291 Kosovo
#> 292 Sub-Saharan Africa excluding South Africa and Nigeria
#> 293 Yemen, Rep.
#> 294 South Africa
#> 295 Zambia
#> 296 Zimbabwe
#> region_id region_code region_value
#> 1 LCN ZJ Latin America & Caribbean
#> 2 NA NA Aggregates
#> 3 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 4 NA NA Aggregates
#> 5 NA NA Aggregates
#> 6 SSF ZG Sub-Saharan Africa
#> 7 ECS Z7 Europe & Central Asia
#> 8 ECS Z7 Europe & Central Asia
#> 9 NA NA Aggregates
#> 10 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 11 LCN ZJ Latin America & Caribbean
#> 12 ECS Z7 Europe & Central Asia
#> 13 EAS Z4 East Asia & Pacific
#> 14 LCN ZJ Latin America & Caribbean
#> 15 EAS Z4 East Asia & Pacific
#> 16 ECS Z7 Europe & Central Asia
#> 17 ECS Z7 Europe & Central Asia
#> 18 SSF ZG Sub-Saharan Africa
#> 19 NA NA Aggregates
#> 20 NA NA Aggregates
#> 21 ECS Z7 Europe & Central Asia
#> 22 SSF ZG Sub-Saharan Africa
#> 23 SSF ZG Sub-Saharan Africa
#> 24 SAS 8S South Asia
#> 25 ECS Z7 Europe & Central Asia
#> 26 NA NA Aggregates
#> 27 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 28 LCN ZJ Latin America & Caribbean
#> 29 ECS Z7 Europe & Central Asia
#> 30 NA NA Aggregates
#> 31 ECS Z7 Europe & Central Asia
#> 32 LCN ZJ Latin America & Caribbean
#> 33 NA NA Aggregates
#> 34 NAC XU North America
#> 35 LCN ZJ Latin America & Caribbean
#> 36 LCN ZJ Latin America & Caribbean
#> 37 LCN ZJ Latin America & Caribbean
#> 38 EAS Z4 East Asia & Pacific
#> 39 NA NA Aggregates
#> 40 SAS 8S South Asia
#> 41 SSF ZG Sub-Saharan Africa
#> 42 NA NA Aggregates
#> 43 SSF ZG Sub-Saharan Africa
#> 44 NAC XU North America
#> 45 NA NA Aggregates
#> 46 NA NA Aggregates
#> 47 NA NA Aggregates
#> 48 ECS Z7 Europe & Central Asia
#> 49 ECS Z7 Europe & Central Asia
#> 50 LCN ZJ Latin America & Caribbean
#> 51 EAS Z4 East Asia & Pacific
#> 52 SSF ZG Sub-Saharan Africa
#> 53 NA NA Aggregates
#> 54 NA NA Aggregates
#> 55 SSF ZG Sub-Saharan Africa
#> 56 SSF ZG Sub-Saharan Africa
#> 57 SSF ZG Sub-Saharan Africa
#> 58 LCN ZJ Latin America & Caribbean
#> 59 SSF ZG Sub-Saharan Africa
#> 60 SSF ZG Sub-Saharan Africa
#> 61 LCN ZJ Latin America & Caribbean
#> 62 NA NA Aggregates
#> 63 NA NA Aggregates
#> 64 LCN ZJ Latin America & Caribbean
#> 65 LCN ZJ Latin America & Caribbean
#> 66 LCN ZJ Latin America & Caribbean
#> 67 ECS Z7 Europe & Central Asia
#> 68 ECS Z7 Europe & Central Asia
#> 69 NA NA Aggregates
#> 70 NA NA Aggregates
#> 71 ECS Z7 Europe & Central Asia
#> 72 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 73 NA NA Aggregates
#> 74 LCN ZJ Latin America & Caribbean
#> 75 NA NA Aggregates
#> 76 ECS Z7 Europe & Central Asia
#> 77 NA NA Aggregates
#> 78 LCN ZJ Latin America & Caribbean
#> 79 NA NA Aggregates
#> 80 NA NA Aggregates
#> 81 NA NA Aggregates
#> 82 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 83 NA NA Aggregates
#> 84 NA NA Aggregates
#> 85 NA NA Aggregates
#> 86 NA NA Aggregates
#> 87 NA NA Aggregates
#> 88 LCN ZJ Latin America & Caribbean
#> 89 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 90 NA NA Aggregates
#> 91 SSF ZG Sub-Saharan Africa
#> 92 ECS Z7 Europe & Central Asia
#> 93 ECS Z7 Europe & Central Asia
#> 94 SSF ZG Sub-Saharan Africa
#> 95 NA NA Aggregates
#> 96 NA NA Aggregates
#> 97 ECS Z7 Europe & Central Asia
#> 98 EAS Z4 East Asia & Pacific
#> 99 ECS Z7 Europe & Central Asia
#> 100 ECS Z7 Europe & Central Asia
#> 101 EAS Z4 East Asia & Pacific
#> 102 NA NA Aggregates
#> 103 SSF ZG Sub-Saharan Africa
#> 104 ECS Z7 Europe & Central Asia
#> 105 ECS Z7 Europe & Central Asia
#> 106 SSF ZG Sub-Saharan Africa
#> 107 ECS Z7 Europe & Central Asia
#> 108 SSF ZG Sub-Saharan Africa
#> 109 SSF ZG Sub-Saharan Africa
#> 110 SSF ZG Sub-Saharan Africa
#> 111 SSF ZG Sub-Saharan Africa
#> 112 ECS Z7 Europe & Central Asia
#> 113 LCN ZJ Latin America & Caribbean
#> 114 ECS Z7 Europe & Central Asia
#> 115 LCN ZJ Latin America & Caribbean
#> 116 EAS Z4 East Asia & Pacific
#> 117 LCN ZJ Latin America & Caribbean
#> 118 NA NA Aggregates
#> 119 EAS Z4 East Asia & Pacific
#> 120 LCN ZJ Latin America & Caribbean
#> 121 NA NA Aggregates
#> 122 ECS Z7 Europe & Central Asia
#> 123 LCN ZJ Latin America & Caribbean
#> 124 ECS Z7 Europe & Central Asia
#> 125 NA NA Aggregates
#> 126 NA NA Aggregates
#> 127 NA NA Aggregates
#> 128 NA NA Aggregates
#> 129 NA NA Aggregates
#> 130 EAS Z4 East Asia & Pacific
#> 131 NA NA Aggregates
#> 132 ECS Z7 Europe & Central Asia
#> 133 SAS 8S South Asia
#> 134 NA NA Aggregates
#> 135 ECS Z7 Europe & Central Asia
#> 136 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 137 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 138 ECS Z7 Europe & Central Asia
#> 139 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 140 ECS Z7 Europe & Central Asia
#> 141 LCN ZJ Latin America & Caribbean
#> 142 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 143 EAS Z4 East Asia & Pacific
#> 144 ECS Z7 Europe & Central Asia
#> 145 SSF ZG Sub-Saharan Africa
#> 146 ECS Z7 Europe & Central Asia
#> 147 EAS Z4 East Asia & Pacific
#> 148 EAS Z4 East Asia & Pacific
#> 149 LCN ZJ Latin America & Caribbean
#> 150 EAS Z4 East Asia & Pacific
#> 151 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 152 NA NA Aggregates
#> 153 EAS Z4 East Asia & Pacific
#> 154 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 155 SSF ZG Sub-Saharan Africa
#> 156 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 157 LCN ZJ Latin America & Caribbean
#> 158 NA NA Aggregates
#> 159 NA NA Aggregates
#> 160 NA NA Aggregates
#> 161 ECS Z7 Europe & Central Asia
#> 162 SAS 8S South Asia
#> 163 NA NA Aggregates
#> 164 NA NA Aggregates
#> 165 SSF ZG Sub-Saharan Africa
#> 166 NA NA Aggregates
#> 167 ECS Z7 Europe & Central Asia
#> 168 ECS Z7 Europe & Central Asia
#> 169 ECS Z7 Europe & Central Asia
#> 170 EAS Z4 East Asia & Pacific
#> 171 LCN ZJ Latin America & Caribbean
#> 172 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 173 ECS Z7 Europe & Central Asia
#> 174 ECS Z7 Europe & Central Asia
#> 175 NA NA Aggregates
#> 176 SSF ZG Sub-Saharan Africa
#> 177 SAS 8S South Asia
#> 178 NA NA Aggregates
#> 179 LCN ZJ Latin America & Caribbean
#> 180 EAS Z4 East Asia & Pacific
#> 181 NA NA Aggregates
#> 182 ECS Z7 Europe & Central Asia
#> 183 SSF ZG Sub-Saharan Africa
#> 184 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 185 EAS Z4 East Asia & Pacific
#> 186 NA NA Aggregates
#> 187 ECS Z7 Europe & Central Asia
#> 188 EAS Z4 East Asia & Pacific
#> 189 EAS Z4 East Asia & Pacific
#> 190 SSF ZG Sub-Saharan Africa
#> 191 SSF ZG Sub-Saharan Africa
#> 192 SSF ZG Sub-Saharan Africa
#> 193 SSF ZG Sub-Saharan Africa
#> 194 EAS Z4 East Asia & Pacific
#> 195 NA NA Aggregates
#> 196 NA NA Aggregates
#> 197 SSF ZG Sub-Saharan Africa
#> 198 EAS Z4 East Asia & Pacific
#> 199 SSF ZG Sub-Saharan Africa
#> 200 SSF ZG Sub-Saharan Africa
#> 201 LCN ZJ Latin America & Caribbean
#> 202 ECS Z7 Europe & Central Asia
#> 203 ECS Z7 Europe & Central Asia
#> 204 SAS 8S South Asia
#> 205 NA NA Aggregates
#> 206 EAS Z4 East Asia & Pacific
#> 207 NA NA Aggregates
#> 208 EAS Z4 East Asia & Pacific
#> 209 NA NA Aggregates
#> 210 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 211 NA NA Aggregates
#> 212 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 213 LCN ZJ Latin America & Caribbean
#> 214 LCN ZJ Latin America & Caribbean
#> 215 EAS Z4 East Asia & Pacific
#> 216 EAS Z4 East Asia & Pacific
#> 217 EAS Z4 East Asia & Pacific
#> 218 ECS Z7 Europe & Central Asia
#> 219 NA NA Aggregates
#> 220 LCN ZJ Latin America & Caribbean
#> 221 EAS Z4 East Asia & Pacific
#> 222 ECS Z7 Europe & Central Asia
#> 223 LCN ZJ Latin America & Caribbean
#> 224 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 225 NA NA Aggregates
#> 226 NA NA Aggregates
#> 227 EAS Z4 East Asia & Pacific
#> 228 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 229 ECS Z7 Europe & Central Asia
#> 230 NA NA Aggregates
#> 231 ECS Z7 Europe & Central Asia
#> 232 SSF ZG Sub-Saharan Africa
#> 233 NA NA Aggregates
#> 234 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 235 SSF ZG Sub-Saharan Africa
#> 236 SSF ZG Sub-Saharan Africa
#> 237 EAS Z4 East Asia & Pacific
#> 238 EAS Z4 East Asia & Pacific
#> 239 SSF ZG Sub-Saharan Africa
#> 240 LCN ZJ Latin America & Caribbean
#> 241 ECS Z7 Europe & Central Asia
#> 242 SSF ZG Sub-Saharan Africa
#> 243 ECS Z7 Europe & Central Asia
#> 244 NA NA Aggregates
#> 245 SSF ZG Sub-Saharan Africa
#> 246 NA NA Aggregates
#> 247 NA NA Aggregates
#> 248 SSF ZG Sub-Saharan Africa
#> 249 LCN ZJ Latin America & Caribbean
#> 250 ECS Z7 Europe & Central Asia
#> 251 ECS Z7 Europe & Central Asia
#> 252 ECS Z7 Europe & Central Asia
#> 253 SSF ZG Sub-Saharan Africa
#> 254 LCN ZJ Latin America & Caribbean
#> 255 NA NA Aggregates
#> 256 SSF ZG Sub-Saharan Africa
#> 257 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 258 LCN ZJ Latin America & Caribbean
#> 259 SSF ZG Sub-Saharan Africa
#> 260 NA NA Aggregates
#> 261 NA NA Aggregates
#> 262 SSF ZG Sub-Saharan Africa
#> 263 EAS Z4 East Asia & Pacific
#> 264 ECS Z7 Europe & Central Asia
#> 265 ECS Z7 Europe & Central Asia
#> 266 NA NA Aggregates
#> 267 EAS Z4 East Asia & Pacific
#> 268 NA NA Aggregates
#> 269 EAS Z4 East Asia & Pacific
#> 270 NA NA Aggregates
#> 271 NA NA Aggregates
#> 272 LCN ZJ Latin America & Caribbean
#> 273 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 274 ECS Z7 Europe & Central Asia
#> 275 EAS Z4 East Asia & Pacific
#> 276 SSF ZG Sub-Saharan Africa
#> 277 SSF ZG Sub-Saharan Africa
#> 278 ECS Z7 Europe & Central Asia
#> 279 NA NA Aggregates
#> 280 LCN ZJ Latin America & Caribbean
#> 281 NAC XU North America
#> 282 ECS Z7 Europe & Central Asia
#> 283 LCN ZJ Latin America & Caribbean
#> 284 LCN ZJ Latin America & Caribbean
#> 285 LCN ZJ Latin America & Caribbean
#> 286 LCN ZJ Latin America & Caribbean
#> 287 EAS Z4 East Asia & Pacific
#> 288 EAS Z4 East Asia & Pacific
#> 289 NA NA Aggregates
#> 290 EAS Z4 East Asia & Pacific
#> 291 ECS Z7 Europe & Central Asia
#> 292 NA NA Aggregates
#> 293 MEA ZQ Middle East, North Africa, Afghanistan & Pakistan
#> 294 SSF ZG Sub-Saharan Africa
#> 295 SSF ZG Sub-Saharan Africa
#> 296 SSF ZG Sub-Saharan Africa
#> admin_region_id admin_region_code
#> 1 <NA> <NA>
#> 2 <NA> <NA>
#> 3 MNA XQ
#> 4 <NA> <NA>
#> 5 <NA> <NA>
#> 6 SSA ZF
#> 7 ECA 7E
#> 8 <NA> <NA>
#> 9 <NA> <NA>
#> 10 <NA> <NA>
#> 11 LAC XJ
#> 12 ECA 7E
#> 13 <NA> <NA>
#> 14 <NA> <NA>
#> 15 <NA> <NA>
#> 16 <NA> <NA>
#> 17 ECA 7E
#> 18 SSA ZF
#> 19 <NA> <NA>
#> 20 <NA> <NA>
#> 21 <NA> <NA>
#> 22 SSA ZF
#> 23 SSA ZF
#> 24 SAS 8S
#> 25 <NA> <NA>
#> 26 <NA> <NA>
#> 27 <NA> <NA>
#> 28 <NA> <NA>
#> 29 ECA 7E
#> 30 <NA> <NA>
#> 31 ECA 7E
#> 32 LAC XJ
#> 33 <NA> <NA>
#> 34 <NA> <NA>
#> 35 LAC XJ
#> 36 LAC XJ
#> 37 <NA> <NA>
#> 38 <NA> <NA>
#> 39 <NA> <NA>
#> 40 SAS 8S
#> 41 SSA ZF
#> 42 <NA> <NA>
#> 43 SSA ZF
#> 44 <NA> <NA>
#> 45 <NA> <NA>
#> 46 <NA> <NA>
#> 47 <NA> <NA>
#> 48 <NA> <NA>
#> 49 <NA> <NA>
#> 50 <NA> <NA>
#> 51 EAP 4E
#> 52 SSA ZF
#> 53 <NA> <NA>
#> 54 <NA> <NA>
#> 55 SSA ZF
#> 56 SSA ZF
#> 57 SSA ZF
#> 58 LAC XJ
#> 59 SSA ZF
#> 60 SSA ZF
#> 61 <NA> <NA>
#> 62 <NA> <NA>
#> 63 <NA> <NA>
#> 64 LAC XJ
#> 65 <NA> <NA>
#> 66 <NA> <NA>
#> 67 <NA> <NA>
#> 68 <NA> <NA>
#> 69 <NA> <NA>
#> 70 <NA> <NA>
#> 71 <NA> <NA>
#> 72 MNA XQ
#> 73 <NA> <NA>
#> 74 LAC XJ
#> 75 <NA> <NA>
#> 76 <NA> <NA>
#> 77 <NA> <NA>
#> 78 LAC XJ
#> 79 <NA> <NA>
#> 80 <NA> <NA>
#> 81 <NA> <NA>
#> 82 MNA XQ
#> 83 <NA> <NA>
#> 84 <NA> <NA>
#> 85 <NA> <NA>
#> 86 <NA> <NA>
#> 87 <NA> <NA>
#> 88 LAC XJ
#> 89 MNA XQ
#> 90 <NA> <NA>
#> 91 SSA ZF
#> 92 <NA> <NA>
#> 93 <NA> <NA>
#> 94 <NA> <NA>
#> 95 <NA> <NA>
#> 96 <NA> <NA>
#> 97 <NA> <NA>
#> 98 EAP 4E
#> 99 <NA> <NA>
#> 100 <NA> <NA>
#> 101 EAP 4E
#> 102 <NA> <NA>
#> 103 SSA ZF
#> 104 <NA> <NA>
#> 105 ECA 7E
#> 106 SSA ZF
#> 107 <NA> <NA>
#> 108 SSA ZF
#> 109 SSA ZF
#> 110 SSA ZF
#> 111 SSA ZF
#> 112 <NA> <NA>
#> 113 LAC XJ
#> 114 <NA> <NA>
#> 115 LAC XJ
#> 116 <NA> <NA>
#> 117 <NA> <NA>
#> 118 <NA> <NA>
#> 119 <NA> <NA>
#> 120 LAC XJ
#> 121 <NA> <NA>
#> 122 <NA> <NA>
#> 123 LAC XJ
#> 124 <NA> <NA>
#> 125 <NA> <NA>
#> 126 <NA> <NA>
#> 127 <NA> <NA>
#> 128 <NA> <NA>
#> 129 <NA> <NA>
#> 130 EAP 4E
#> 131 <NA> <NA>
#> 132 <NA> <NA>
#> 133 SAS 8S
#> 134 <NA> <NA>
#> 135 <NA> <NA>
#> 136 MNA XQ
#> 137 MNA XQ
#> 138 <NA> <NA>
#> 139 <NA> <NA>
#> 140 <NA> <NA>
#> 141 LAC XJ
#> 142 MNA XQ
#> 143 <NA> <NA>
#> 144 ECA 7E
#> 145 SSA ZF
#> 146 ECA 7E
#> 147 EAP 4E
#> 148 EAP 4E
#> 149 <NA> <NA>
#> 150 <NA> <NA>
#> 151 <NA> <NA>
#> 152 <NA> <NA>
#> 153 EAP 4E
#> 154 MNA XQ
#> 155 SSA ZF
#> 156 MNA XQ
#> 157 LAC XJ
#> 158 <NA> <NA>
#> 159 <NA> <NA>
#> 160 <NA> <NA>
#> 161 <NA> <NA>
#> 162 SAS 8S
#> 163 <NA> <NA>
#> 164 <NA> <NA>
#> 165 SSA ZF
#> 166 <NA> <NA>
#> 167 <NA> <NA>
#> 168 <NA> <NA>
#> 169 <NA> <NA>
#> 170 <NA> <NA>
#> 171 <NA> <NA>
#> 172 MNA XQ
#> 173 <NA> <NA>
#> 174 ECA 7E
#> 175 <NA> <NA>
#> 176 SSA ZF
#> 177 SAS 8S
#> 178 <NA> <NA>
#> 179 LAC XJ
#> 180 EAP 4E
#> 181 <NA> <NA>
#> 182 ECA 7E
#> 183 SSA ZF
#> 184 <NA> <NA>
#> 185 EAP 4E
#> 186 <NA> <NA>
#> 187 ECA 7E
#> 188 EAP 4E
#> 189 <NA> <NA>
#> 190 SSA ZF
#> 191 SSA ZF
#> 192 SSA ZF
#> 193 SSA ZF
#> 194 EAP 4E
#> 195 <NA> <NA>
#> 196 <NA> <NA>
#> 197 SSA ZF
#> 198 <NA> <NA>
#> 199 SSA ZF
#> 200 SSA ZF
#> 201 LAC XJ
#> 202 <NA> <NA>
#> 203 <NA> <NA>
#> 204 SAS 8S
#> 205 <NA> <NA>
#> 206 <NA> <NA>
#> 207 <NA> <NA>
#> 208 <NA> <NA>
#> 209 <NA> <NA>
#> 210 <NA> <NA>
#> 211 <NA> <NA>
#> 212 MNA XQ
#> 213 <NA> <NA>
#> 214 LAC XJ
#> 215 EAP 4E
#> 216 <NA> <NA>
#> 217 EAP 4E
#> 218 <NA> <NA>
#> 219 <NA> <NA>
#> 220 <NA> <NA>
#> 221 EAP 4E
#> 222 <NA> <NA>
#> 223 LAC XJ
#> 224 MNA XQ
#> 225 <NA> <NA>
#> 226 <NA> <NA>
#> 227 <NA> <NA>
#> 228 <NA> <NA>
#> 229 <NA> <NA>
#> 230 <NA> <NA>
#> 231 <NA> <NA>
#> 232 SSA ZF
#> 233 <NA> <NA>
#> 234 <NA> <NA>
#> 235 SSA ZF
#> 236 SSA ZF
#> 237 <NA> <NA>
#> 238 EAP 4E
#> 239 SSA ZF
#> 240 LAC XJ
#> 241 <NA> <NA>
#> 242 SSA ZF
#> 243 ECA 7E
#> 244 <NA> <NA>
#> 245 SSA ZF
#> 246 <NA> <NA>
#> 247 <NA> <NA>
#> 248 SSA ZF
#> 249 LAC XJ
#> 250 <NA> <NA>
#> 251 <NA> <NA>
#> 252 <NA> <NA>
#> 253 SSA ZF
#> 254 <NA> <NA>
#> 255 <NA> <NA>
#> 256 <NA> <NA>
#> 257 MNA XQ
#> 258 <NA> <NA>
#> 259 SSA ZF
#> 260 <NA> <NA>
#> 261 <NA> <NA>
#> 262 SSA ZF
#> 263 EAP 4E
#> 264 ECA 7E
#> 265 ECA 7E
#> 266 <NA> <NA>
#> 267 EAP 4E
#> 268 <NA> <NA>
#> 269 EAP 4E
#> 270 <NA> <NA>
#> 271 <NA> <NA>
#> 272 <NA> <NA>
#> 273 MNA XQ
#> 274 ECA 7E
#> 275 EAP 4E
#> 276 SSA ZF
#> 277 SSA ZF
#> 278 ECA 7E
#> 279 <NA> <NA>
#> 280 <NA> <NA>
#> 281 <NA> <NA>
#> 282 ECA 7E
#> 283 LAC XJ
#> 284 <NA> <NA>
#> 285 <NA> <NA>
#> 286 <NA> <NA>
#> 287 EAP 4E
#> 288 EAP 4E
#> 289 <NA> <NA>
#> 290 EAP 4E
#> 291 ECA 7E
#> 292 <NA> <NA>
#> 293 MNA XQ
#> 294 SSA ZF
#> 295 SSA ZF
#> 296 SSA ZF
#> admin_region_value
#> 1 <NA>
#> 2 <NA>
#> 3 Middle East, North Africa, Afghanistan & Pakistan (excluding high income)
#> 4 <NA>
#> 5 <NA>
#> 6 Sub-Saharan Africa (excluding high income)
#> 7 Europe & Central Asia (excluding high income)
#> 8 <NA>
#> 9 <NA>
#> 10 <NA>
#> 11 Latin America & Caribbean (excluding high income)
#> 12 Europe & Central Asia (excluding high income)
#> 13 <NA>
#> 14 <NA>
#> 15 <NA>
#> 16 <NA>
#> 17 Europe & Central Asia (excluding high income)
#> 18 Sub-Saharan Africa (excluding high income)
#> 19 <NA>
#> 20 <NA>
#> 21 <NA>
#> 22 Sub-Saharan Africa (excluding high income)
#> 23 Sub-Saharan Africa (excluding high income)
#> 24 South Asia
#> 25 <NA>
#> 26 <NA>
#> 27 <NA>
#> 28 <NA>
#> 29 Europe & Central Asia (excluding high income)
#> 30 <NA>
#> 31 Europe & Central Asia (excluding high income)
#> 32 Latin America & Caribbean (excluding high income)
#> 33 <NA>
#> 34 <NA>
#> 35 Latin America & Caribbean (excluding high income)
#> 36 Latin America & Caribbean (excluding high income)
#> 37 <NA>
#> 38 <NA>
#> 39 <NA>
#> 40 South Asia
#> 41 Sub-Saharan Africa (excluding high income)
#> 42 <NA>
#> 43 Sub-Saharan Africa (excluding high income)
#> 44 <NA>
#> 45 <NA>
#> 46 <NA>
#> 47 <NA>
#> 48 <NA>
#> 49 <NA>
#> 50 <NA>
#> 51 East Asia & Pacific (excluding high income)
#> 52 Sub-Saharan Africa (excluding high income)
#> 53 <NA>
#> 54 <NA>
#> 55 Sub-Saharan Africa (excluding high income)
#> 56 Sub-Saharan Africa (excluding high income)
#> 57 Sub-Saharan Africa (excluding high income)
#> 58 Latin America & Caribbean (excluding high income)
#> 59 Sub-Saharan Africa (excluding high income)
#> 60 Sub-Saharan Africa (excluding high income)
#> 61 <NA>
#> 62 <NA>
#> 63 <NA>
#> 64 Latin America & Caribbean (excluding high income)
#> 65 <NA>
#> 66 <NA>
#> 67 <NA>
#> 68 <NA>
#> 69 <NA>
#> 70 <NA>
#> 71 <NA>
#> 72 Middle East, North Africa, Afghanistan & Pakistan (excluding high income)
#> 73 <NA>
#> 74 Latin America & Caribbean (excluding high income)
#> 75 <NA>
#> 76 <NA>
#> 77 <NA>
#> 78 Latin America & Caribbean (excluding high income)
#> 79 <NA>
#> 80 <NA>
#> 81 <NA>
#> 82 Middle East, North Africa, Afghanistan & Pakistan (excluding high income)
#> 83 <NA>
#> 84 <NA>
#> 85 <NA>
#> 86 <NA>
#> 87 <NA>
#> 88 Latin America & Caribbean (excluding high income)
#> 89 Middle East, North Africa, Afghanistan & Pakistan (excluding high income)
#> 90 <NA>
#> 91 Sub-Saharan Africa (excluding high income)
#> 92 <NA>
#> 93 <NA>
#> 94 <NA>
#> 95 <NA>
#> 96 <NA>
#> 97 <NA>
#> 98 East Asia & Pacific (excluding high income)
#> 99 <NA>
#> 100 <NA>
#> 101 East Asia & Pacific (excluding high income)
#> 102 <NA>
#> 103 Sub-Saharan Africa (excluding high income)
#> 104 <NA>
#> 105 Europe & Central Asia (excluding high income)
#> 106 Sub-Saharan Africa (excluding high income)
#> 107 <NA>
#> 108 Sub-Saharan Africa (excluding high income)
#> 109 Sub-Saharan Africa (excluding high income)
#> 110 Sub-Saharan Africa (excluding high income)
#> 111 Sub-Saharan Africa (excluding high income)
#> 112 <NA>
#> 113 Latin America & Caribbean (excluding high income)
#> 114 <NA>
#> 115 Latin America & Caribbean (excluding high income)
#> 116 <NA>
#> 117 <NA>
#> 118 <NA>
#> 119 <NA>
#> 120 Latin America & Caribbean (excluding high income)
#> 121 <NA>
#> 122 <NA>
#> 123 Latin America & Caribbean (excluding high income)
#> 124 <NA>
#> 125 <NA>
#> 126 <NA>
#> 127 <NA>
#> 128 <NA>
#> 129 <NA>
#> 130 East Asia & Pacific (excluding high income)
#> 131 <NA>
#> 132 <NA>
#> 133 South Asia
#> 134 <NA>
#> 135 <NA>
#> 136 Middle East, North Africa, Afghanistan & Pakistan (excluding high income)
#> 137 Middle East, North Africa, Afghanistan & Pakistan (excluding high income)
#> 138 <NA>
#> 139 <NA>
#> 140 <NA>
#> 141 Latin America & Caribbean (excluding high income)
#> 142 Middle East, North Africa, Afghanistan & Pakistan (excluding high income)
#> 143 <NA>
#> 144 Europe & Central Asia (excluding high income)
#> 145 Sub-Saharan Africa (excluding high income)
#> 146 Europe & Central Asia (excluding high income)
#> 147 East Asia & Pacific (excluding high income)
#> 148 East Asia & Pacific (excluding high income)
#> 149 <NA>
#> 150 <NA>
#> 151 <NA>
#> 152 <NA>
#> 153 East Asia & Pacific (excluding high income)
#> 154 Middle East, North Africa, Afghanistan & Pakistan (excluding high income)
#> 155 Sub-Saharan Africa (excluding high income)
#> 156 Middle East, North Africa, Afghanistan & Pakistan (excluding high income)
#> 157 Latin America & Caribbean (excluding high income)
#> 158 <NA>
#> 159 <NA>
#> 160 <NA>
#> 161 <NA>
#> 162 South Asia
#> 163 <NA>
#> 164 <NA>
#> 165 Sub-Saharan Africa (excluding high income)
#> 166 <NA>
#> 167 <NA>
#> 168 <NA>
#> 169 <NA>
#> 170 <NA>
#> 171 <NA>
#> 172 Middle East, North Africa, Afghanistan & Pakistan (excluding high income)
#> 173 <NA>
#> 174 Europe & Central Asia (excluding high income)
#> 175 <NA>
#> 176 Sub-Saharan Africa (excluding high income)
#> 177 South Asia
#> 178 <NA>
#> 179 Latin America & Caribbean (excluding high income)
#> 180 East Asia & Pacific (excluding high income)
#> 181 <NA>
#> 182 Europe & Central Asia (excluding high income)
#> 183 Sub-Saharan Africa (excluding high income)
#> 184 <NA>
#> 185 East Asia & Pacific (excluding high income)
#> 186 <NA>
#> 187 Europe & Central Asia (excluding high income)
#> 188 East Asia & Pacific (excluding high income)
#> 189 <NA>
#> 190 Sub-Saharan Africa (excluding high income)
#> 191 Sub-Saharan Africa (excluding high income)
#> 192 Sub-Saharan Africa (excluding high income)
#> 193 Sub-Saharan Africa (excluding high income)
#> 194 East Asia & Pacific (excluding high income)
#> 195 <NA>
#> 196 <NA>
#> 197 Sub-Saharan Africa (excluding high income)
#> 198 <NA>
#> 199 Sub-Saharan Africa (excluding high income)
#> 200 Sub-Saharan Africa (excluding high income)
#> 201 Latin America & Caribbean (excluding high income)
#> 202 <NA>
#> 203 <NA>
#> 204 South Asia
#> 205 <NA>
#> 206 <NA>
#> 207 <NA>
#> 208 <NA>
#> 209 <NA>
#> 210 <NA>
#> 211 <NA>
#> 212 Middle East, North Africa, Afghanistan & Pakistan (excluding high income)
#> 213 <NA>
#> 214 Latin America & Caribbean (excluding high income)
#> 215 East Asia & Pacific (excluding high income)
#> 216 <NA>
#> 217 East Asia & Pacific (excluding high income)
#> 218 <NA>
#> 219 <NA>
#> 220 <NA>
#> 221 East Asia & Pacific (excluding high income)
#> 222 <NA>
#> 223 Latin America & Caribbean (excluding high income)
#> 224 Middle East, North Africa, Afghanistan & Pakistan (excluding high income)
#> 225 <NA>
#> 226 <NA>
#> 227 <NA>
#> 228 <NA>
#> 229 <NA>
#> 230 <NA>
#> 231 <NA>
#> 232 Sub-Saharan Africa (excluding high income)
#> 233 <NA>
#> 234 <NA>
#> 235 Sub-Saharan Africa (excluding high income)
#> 236 Sub-Saharan Africa (excluding high income)
#> 237 <NA>
#> 238 East Asia & Pacific (excluding high income)
#> 239 Sub-Saharan Africa (excluding high income)
#> 240 Latin America & Caribbean (excluding high income)
#> 241 <NA>
#> 242 Sub-Saharan Africa (excluding high income)
#> 243 Europe & Central Asia (excluding high income)
#> 244 <NA>
#> 245 Sub-Saharan Africa (excluding high income)
#> 246 <NA>
#> 247 <NA>
#> 248 Sub-Saharan Africa (excluding high income)
#> 249 Latin America & Caribbean (excluding high income)
#> 250 <NA>
#> 251 <NA>
#> 252 <NA>
#> 253 Sub-Saharan Africa (excluding high income)
#> 254 <NA>
#> 255 <NA>
#> 256 <NA>
#> 257 Middle East, North Africa, Afghanistan & Pakistan (excluding high income)
#> 258 <NA>
#> 259 Sub-Saharan Africa (excluding high income)
#> 260 <NA>
#> 261 <NA>
#> 262 Sub-Saharan Africa (excluding high income)
#> 263 East Asia & Pacific (excluding high income)
#> 264 Europe & Central Asia (excluding high income)
#> 265 Europe & Central Asia (excluding high income)
#> 266 <NA>
#> 267 East Asia & Pacific (excluding high income)
#> 268 <NA>
#> 269 East Asia & Pacific (excluding high income)
#> 270 <NA>
#> 271 <NA>
#> 272 <NA>
#> 273 Middle East, North Africa, Afghanistan & Pakistan (excluding high income)
#> 274 Europe & Central Asia (excluding high income)
#> 275 East Asia & Pacific (excluding high income)
#> 276 Sub-Saharan Africa (excluding high income)
#> 277 Sub-Saharan Africa (excluding high income)
#> 278 Europe & Central Asia (excluding high income)
#> 279 <NA>
#> 280 <NA>
#> 281 <NA>
#> 282 Europe & Central Asia (excluding high income)
#> 283 Latin America & Caribbean (excluding high income)
#> 284 <NA>
#> 285 <NA>
#> 286 <NA>
#> 287 East Asia & Pacific (excluding high income)
#> 288 East Asia & Pacific (excluding high income)
#> 289 <NA>
#> 290 East Asia & Pacific (excluding high income)
#> 291 Europe & Central Asia (excluding high income)
#> 292 <NA>
#> 293 Middle East, North Africa, Afghanistan & Pakistan (excluding high income)
#> 294 Sub-Saharan Africa (excluding high income)
#> 295 Sub-Saharan Africa (excluding high income)
#> 296 Sub-Saharan Africa (excluding high income)
#> income_level_id income_level_code income_level_value lending_type_id
#> 1 HIC XD High income LNX
#> 2 NA NA Aggregates <NA>
#> 3 LIC XM Low income IDX
#> 4 NA NA Aggregates <NA>
#> 5 NA NA Aggregates <NA>
#> 6 LMC XN Lower middle income IBD
#> 7 UMC XT Upper middle income IBD
#> 8 HIC XD High income LNX
#> 9 NA NA Aggregates <NA>
#> 10 HIC XD High income LNX
#> 11 UMC XT Upper middle income IBD
#> 12 UMC XT Upper middle income IBD
#> 13 HIC XD High income LNX
#> 14 HIC XD High income IBD
#> 15 HIC XD High income LNX
#> 16 HIC XD High income LNX
#> 17 UMC XT Upper middle income IBD
#> 18 LIC XM Low income IDX
#> 19 NA NA Aggregates <NA>
#> 20 NA NA Aggregates <NA>
#> 21 HIC XD High income LNX
#> 22 LMC XN Lower middle income IDX
#> 23 LIC XM Low income IDX
#> 24 LMC XN Lower middle income IDX
#> 25 HIC XD High income IBD
#> 26 NA NA Aggregates <NA>
#> 27 HIC XD High income LNX
#> 28 HIC XD High income LNX
#> 29 UMC XT Upper middle income IBD
#> 30 NA NA Aggregates <NA>
#> 31 UMC XT Upper middle income IBD
#> 32 UMC XT Upper middle income IDB
#> 33 NA NA Aggregates <NA>
#> 34 HIC XD High income LNX
#> 35 LMC XN Lower middle income IBD
#> 36 UMC XT Upper middle income IBD
#> 37 HIC XD High income IBD
#> 38 HIC XD High income LNX
#> 39 NA NA Aggregates <NA>
#> 40 LMC XN Lower middle income IDX
#> 41 UMC XT Upper middle income IBD
#> 42 NA NA Aggregates <NA>
#> 43 LIC XM Low income IDX
#> 44 HIC XD High income LNX
#> 45 NA NA Aggregates <NA>
#> 46 NA NA Aggregates <NA>
#> 47 NA NA Aggregates <NA>
#> 48 HIC XD High income LNX
#> 49 HIC XD High income LNX
#> 50 HIC XD High income IBD
#> 51 UMC XT Upper middle income IBD
#> 52 LMC XN Lower middle income IDB
#> 53 NA NA Aggregates <NA>
#> 54 NA NA Aggregates <NA>
#> 55 LMC XN Lower middle income IDB
#> 56 LIC XM Low income IDX
#> 57 LMC XN Lower middle income IDB
#> 58 UMC XT Upper middle income IBD
#> 59 LMC XN Lower middle income IDX
#> 60 UMC XT Upper middle income IDB
#> 61 HIC XD High income IBD
#> 62 NA NA Aggregates <NA>
#> 63 NA NA Aggregates <NA>
#> 64 UMC XT Upper middle income LNX
#> 65 HIC XD High income LNX
#> 66 HIC XD High income LNX
#> 67 HIC XD High income LNX
#> 68 HIC XD High income LNX
#> 69 NA NA Aggregates <NA>
#> 70 NA NA Aggregates <NA>
#> 71 HIC XD High income LNX
#> 72 LMC XN Lower middle income IDX
#> 73 NA NA Aggregates <NA>
#> 74 UMC XT Upper middle income IDB
#> 75 NA NA Aggregates <NA>
#> 76 HIC XD High income LNX
#> 77 NA NA Aggregates <NA>
#> 78 UMC XT Upper middle income IBD
#> 79 NA NA Aggregates <NA>
#> 80 NA NA Aggregates <NA>
#> 81 NA NA Aggregates <NA>
#> 82 UMC XT Upper middle income IBD
#> 83 NA NA Aggregates <NA>
#> 84 NA NA Aggregates <NA>
#> 85 NA NA Aggregates <NA>
#> 86 NA NA Aggregates <NA>
#> 87 NA NA Aggregates <NA>
#> 88 UMC XT Upper middle income IBD
#> 89 LMC XN Lower middle income IBD
#> 90 NA NA Aggregates <NA>
#> 91 LIC XM Low income IDX
#> 92 HIC XD High income LNX
#> 93 HIC XD High income LNX
#> 94 INX XY Not classified IDX
#> 95 NA NA Aggregates <NA>
#> 96 NA NA Aggregates <NA>
#> 97 HIC XD High income LNX
#> 98 UMC XT Upper middle income IDB
#> 99 HIC XD High income LNX
#> 100 HIC XD High income LNX
#> 101 LMC XN Lower middle income IDX
#> 102 NA NA Aggregates <NA>
#> 103 UMC XT Upper middle income IBD
#> 104 HIC XD High income LNX
#> 105 UMC XT Upper middle income IBD
#> 106 LMC XN Lower middle income IDX
#> 107 HIC XD High income LNX
#> 108 LMC XN Lower middle income IDX
#> 109 LIC XM Low income IDX
#> 110 LIC XM Low income IDX
#> 111 UMC XT Upper middle income IBD
#> 112 HIC XD High income LNX
#> 113 UMC XT Upper middle income IDB
#> 114 HIC XD High income LNX
#> 115 UMC XT Upper middle income IBD
#> 116 HIC XD High income LNX
#> 117 HIC XD High income IDX
#> 118 NA NA Aggregates <NA>
#> 119 HIC XD High income LNX
#> 120 LMC XN Lower middle income IDX
#> 121 NA NA Aggregates <NA>
#> 122 HIC XD High income IBD
#> 123 LMC XN Lower middle income IDX
#> 124 HIC XD High income LNX
#> 125 NA NA Aggregates <NA>
#> 126 NA NA Aggregates <NA>
#> 127 NA NA Aggregates <NA>
#> 128 NA NA Aggregates <NA>
#> 129 NA NA Aggregates <NA>
#> 130 UMC XT Upper middle income IBD
#> 131 NA NA Aggregates <NA>
#> 132 HIC XD High income LNX
#> 133 LMC XN Lower middle income IBD
#> 134 NA NA Aggregates <NA>
#> 135 HIC XD High income LNX
#> 136 UMC XT Upper middle income IBD
#> 137 UMC XT Upper middle income IBD
#> 138 HIC XD High income LNX
#> 139 HIC XD High income LNX
#> 140 HIC XD High income LNX
#> 141 UMC XT Upper middle income IBD
#> 142 LMC XN Lower middle income IBD
#> 143 HIC XD High income LNX
#> 144 UMC XT Upper middle income IBD
#> 145 LMC XN Lower middle income IDB
#> 146 LMC XN Lower middle income IDX
#> 147 LMC XN Lower middle income IDX
#> 148 LMC XN Lower middle income IDX
#> 149 HIC XD High income IBD
#> 150 HIC XD High income LNX
#> 151 HIC XD High income LNX
#> 152 NA NA Aggregates <NA>
#> 153 LMC XN Lower middle income IDX
#> 154 LMC XN Lower middle income IBD
#> 155 LIC XM Low income IDX
#> 156 UMC XT Upper middle income IBD
#> 157 UMC XT Upper middle income IDB
#> 158 NA NA Aggregates <NA>
#> 159 NA NA Aggregates <NA>
#> 160 NA NA Aggregates <NA>
#> 161 HIC XD High income LNX
#> 162 LMC XN Lower middle income IDX
#> 163 NA NA Aggregates <NA>
#> 164 NA NA Aggregates <NA>
#> 165 LMC XN Lower middle income IDX
#> 166 NA NA Aggregates <NA>
#> 167 HIC XD High income LNX
#> 168 HIC XD High income LNX
#> 169 HIC XD High income LNX
#> 170 HIC XD High income LNX
#> 171 HIC XD High income LNX
#> 172 LMC XN Lower middle income IBD
#> 173 HIC XD High income LNX
#> 174 UMC XT Upper middle income IBD
#> 175 NA NA Aggregates <NA>
#> 176 LIC XM Low income IDX
#> 177 UMC XT Upper middle income IDX
#> 178 NA NA Aggregates <NA>
#> 179 UMC XT Upper middle income IBD
#> 180 UMC XT Upper middle income IDX
#> 181 NA NA Aggregates <NA>
#> 182 UMC XT Upper middle income IBD
#> 183 LIC XM Low income IDX
#> 184 HIC XD High income LNX
#> 185 LMC XN Lower middle income IDX
#> 186 NA NA Aggregates <NA>
#> 187 UMC XT Upper middle income IBD
#> 188 UMC XT Upper middle income IBD
#> 189 HIC XD High income LNX
#> 190 LIC XM Low income IDX
#> 191 LMC XN Lower middle income IDX
#> 192 UMC XT Upper middle income IBD
#> 193 LIC XM Low income IDX
#> 194 UMC XT Upper middle income IBD
#> 195 NA NA Aggregates <NA>
#> 196 NA NA Aggregates <NA>
#> 197 LMC XN Lower middle income IBD
#> 198 HIC XD High income LNX
#> 199 LIC XM Low income IDX
#> 200 LMC XN Lower middle income IDB
#> 201 LMC XN Lower middle income IDX
#> 202 HIC XD High income LNX
#> 203 HIC XD High income LNX
#> 204 LMC XN Lower middle income IDX
#> 205 NA NA Aggregates <NA>
#> 206 HIC XD High income IBD
#> 207 NA NA Aggregates <NA>
#> 208 HIC XD High income LNX
#> 209 NA NA Aggregates <NA>
#> 210 HIC XD High income LNX
#> 211 NA NA Aggregates <NA>
#> 212 LMC XN Lower middle income IDB
#> 213 HIC XD High income IBD
#> 214 UMC XT Upper middle income IBD
#> 215 LMC XN Lower middle income IBD
#> 216 HIC XD High income IBD
#> 217 LMC XN Lower middle income IDB
#> 218 HIC XD High income IBD
#> 219 NA NA Aggregates <NA>
#> 220 HIC XD High income LNX
#> 221 LIC XM Low income LNX
#> 222 HIC XD High income LNX
#> 223 UMC XT Upper middle income IBD
#> 224 LMC XN Lower middle income LNX
#> 225 NA NA Aggregates <NA>
#> 226 NA NA Aggregates <NA>
#> 227 HIC XD High income LNX
#> 228 HIC XD High income LNX
#> 229 HIC XD High income IBD
#> 230 NA NA Aggregates <NA>
#> 231 HIC XD High income IBD
#> 232 LIC XM Low income IDX
#> 233 NA NA Aggregates <NA>
#> 234 HIC XD High income LNX
#> 235 LIC XM Low income IDX
#> 236 LMC XN Lower middle income IDX
#> 237 HIC XD High income LNX
#> 238 LMC XN Lower middle income IDX
#> 239 LIC XM Low income IDX
#> 240 UMC XT Upper middle income IBD
#> 241 HIC XD High income LNX
#> 242 LIC XM Low income IDX
#> 243 UMC XT Upper middle income IBD
#> 244 NA NA Aggregates <NA>
#> 245 LIC XM Low income IDX
#> 246 NA NA Aggregates <NA>
#> 247 NA NA Aggregates <NA>
#> 248 LMC XN Lower middle income IDX
#> 249 UMC XT Upper middle income IDB
#> 250 HIC XD High income LNX
#> 251 HIC XD High income LNX
#> 252 HIC XD High income LNX
#> 253 LMC XN Lower middle income IDB
#> 254 HIC XD High income LNX
#> 255 NA NA Aggregates <NA>
#> 256 HIC XD High income IBD
#> 257 LIC XM Low income IDX
#> 258 HIC XD High income LNX
#> 259 LIC XM Low income IDX
#> 260 NA NA Aggregates <NA>
#> 261 NA NA Aggregates <NA>
#> 262 LIC XM Low income IDX
#> 263 UMC XT Upper middle income IBD
#> 264 LMC XN Lower middle income IDX
#> 265 UMC XT Upper middle income IBD
#> 266 NA NA Aggregates <NA>
#> 267 LMC XN Lower middle income IDB
#> 268 NA NA Aggregates <NA>
#> 269 UMC XT Upper middle income IDX
#> 270 NA NA Aggregates <NA>
#> 271 NA NA Aggregates <NA>
#> 272 HIC XD High income IBD
#> 273 LMC XN Lower middle income IBD
#> 274 UMC XT Upper middle income IBD
#> 275 UMC XT Upper middle income IDX
#> 276 LMC XN Lower middle income IDX
#> 277 LIC XM Low income IDX
#> 278 UMC XT Upper middle income IBD
#> 279 NA NA Aggregates <NA>
#> 280 HIC XD High income IBD
#> 281 HIC XD High income LNX
#> 282 LMC XN Lower middle income IDB
#> 283 UMC XT Upper middle income IDB
#> 284 INX XY Not classified IBD
#> 285 HIC XD High income LNX
#> 286 HIC XD High income LNX
#> 287 LMC XN Lower middle income IBD
#> 288 LMC XN Lower middle income IDX
#> 289 NA NA Aggregates <NA>
#> 290 UMC XT Upper middle income IDX
#> 291 UMC XT Upper middle income IDX
#> 292 NA NA Aggregates <NA>
#> 293 LIC XM Low income IDX
#> 294 UMC XT Upper middle income IBD
#> 295 LMC XN Lower middle income IDX
#> 296 LMC XN Lower middle income IDB
#> lending_type_code lending_type_value capital_city longitude
#> 1 XX Not classified Oranjestad -70.016700
#> 2 <NA> Aggregates <NA> NA
#> 3 XI IDA Kabul 69.176100
#> 4 <NA> Aggregates <NA> NA
#> 5 <NA> Aggregates <NA> NA
#> 6 XF IBRD Luanda 13.242000
#> 7 XF IBRD Tirane 19.817200
#> 8 XX Not classified Andorra la Vella 1.521800
#> 9 <NA> Aggregates <NA> NA
#> 10 XX Not classified Abu Dhabi 54.370500
#> 11 XF IBRD Buenos Aires -58.417300
#> 12 XF IBRD Yerevan 44.509000
#> 13 XX Not classified Pago Pago -170.691000
#> 14 XF IBRD Saint John's -61.845600
#> 15 XX Not classified Canberra 149.129000
#> 16 XX Not classified Vienna 16.379800
#> 17 XF IBRD Baku 49.893200
#> 18 XI IDA Bujumbura 29.363900
#> 19 <NA> Aggregates <NA> NA
#> 20 <NA> Aggregates <NA> NA
#> 21 XX Not classified Brussels 4.367610
#> 22 XI IDA Porto-Novo 2.632300
#> 23 XI IDA Ouagadougou -1.533950
#> 24 XI IDA Dhaka 90.411300
#> 25 XF IBRD Sofia 23.323800
#> 26 <NA> Aggregates <NA> NA
#> 27 XX Not classified Manama 50.535400
#> 28 XX Not classified Nassau -77.339000
#> 29 XF IBRD Sarajevo 18.421400
#> 30 <NA> Aggregates <NA> NA
#> 31 XF IBRD Minsk 27.576600
#> 32 XH Blend Belmopan -88.771300
#> 33 <NA> Aggregates <NA> NA
#> 34 XX Not classified Hamilton -64.706000
#> 35 XF IBRD La Paz -66.193600
#> 36 XF IBRD Brasilia -47.929200
#> 37 XF IBRD Bridgetown -59.610500
#> 38 XX Not classified Bandar Seri Begawan 114.946000
#> 39 <NA> Aggregates <NA> NA
#> 40 XI IDA Thimphu 89.617700
#> 41 XF IBRD Gaborone 25.920100
#> 42 <NA> Aggregates <NA> NA
#> 43 XI IDA Bangui 21.640700
#> 44 XX Not classified Ottawa -75.691900
#> 45 <NA> Aggregates <NA> NA
#> 46 <NA> Aggregates <NA> NA
#> 47 <NA> Aggregates <NA> NA
#> 48 XX Not classified Bern 7.448210
#> 49 XX Not classified <NA> NA
#> 50 XF IBRD Santiago -70.647500
#> 51 XF IBRD Beijing 116.286000
#> 52 XH Blend Yamoussoukro -4.030500
#> 53 <NA> Aggregates <NA> NA
#> 54 <NA> Aggregates <NA> NA
#> 55 XH Blend Yaounde 11.517400
#> 56 XI IDA Kinshasa 15.322200
#> 57 XH Blend Brazzaville 15.266200
#> 58 XF IBRD Bogota -74.082000
#> 59 XI IDA Moroni 43.241800
#> 60 XH Blend Praia -23.508700
#> 61 XF IBRD San Jose -84.008900
#> 62 <NA> Aggregates <NA> NA
#> 63 <NA> Aggregates <NA> NA
#> 64 XX Not classified Havana -82.366700
#> 65 XX Not classified Willemstad NA
#> 66 XX Not classified George Town -81.385700
#> 67 XX Not classified Nicosia 33.373600
#> 68 XX Not classified Prague 14.420500
#> 69 <NA> Aggregates <NA> NA
#> 70 <NA> Aggregates <NA> NA
#> 71 XX Not classified Berlin 13.411500
#> 72 XI IDA Djibouti 43.142500
#> 73 <NA> Aggregates <NA> NA
#> 74 XH Blend Roseau -61.390000
#> 75 <NA> Aggregates <NA> NA
#> 76 XX Not classified Copenhagen 12.568100
#> 77 <NA> Aggregates <NA> NA
#> 78 XF IBRD Santo Domingo -69.890800
#> 79 <NA> Aggregates <NA> NA
#> 80 <NA> Aggregates <NA> NA
#> 81 <NA> Aggregates <NA> NA
#> 82 XF IBRD Algiers 3.050970
#> 83 <NA> Aggregates <NA> NA
#> 84 <NA> Aggregates <NA> NA
#> 85 <NA> Aggregates <NA> NA
#> 86 <NA> Aggregates <NA> NA
#> 87 <NA> Aggregates <NA> NA
#> 88 XF IBRD Quito -78.524300
#> 89 XF IBRD Cairo 31.246100
#> 90 <NA> Aggregates <NA> NA
#> 91 XI IDA Asmara 38.918300
#> 92 XX Not classified Madrid -3.703270
#> 93 XX Not classified Tallinn 24.758600
#> 94 XI IDA Addis Ababa 38.746800
#> 95 <NA> Aggregates <NA> NA
#> 96 <NA> Aggregates <NA> NA
#> 97 XX Not classified Helsinki 24.952500
#> 98 XH Blend Suva 178.399000
#> 99 XX Not classified Paris 2.350970
#> 100 XX Not classified Torshavn -6.911810
#> 101 XI IDA Palikir 158.185000
#> 102 <NA> Aggregates <NA> NA
#> 103 XF IBRD Libreville 9.451620
#> 104 XX Not classified London -0.126236
#> 105 XF IBRD Tbilisi 44.793000
#> 106 XI IDA Accra -0.207950
#> 107 XX Not classified <NA> NA
#> 108 XI IDA Conakry -13.700000
#> 109 XI IDA Banjul -16.588500
#> 110 XI IDA Bissau -15.180400
#> 111 XF IBRD Malabo 8.774100
#> 112 XX Not classified Athens 23.716600
#> 113 XH Blend Saint George's -61.744900
#> 114 XX Not classified Nuuk -51.721400
#> 115 XF IBRD Guatemala City -90.532800
#> 116 XX Not classified Agana 144.794000
#> 117 XI IDA Georgetown -58.154800
#> 118 <NA> Aggregates <NA> NA
#> 119 XX Not classified <NA> 114.109000
#> 120 XI IDA Tegucigalpa -87.466700
#> 121 <NA> Aggregates <NA> NA
#> 122 XF IBRD Zagreb 15.961400
#> 123 XI IDA Port-au-Prince -72.328800
#> 124 XX Not classified Budapest 19.040800
#> 125 <NA> Aggregates <NA> NA
#> 126 <NA> Aggregates <NA> NA
#> 127 <NA> Aggregates <NA> NA
#> 128 <NA> Aggregates <NA> NA
#> 129 <NA> Aggregates <NA> NA
#> 130 XF IBRD Jakarta 106.830000
#> 131 <NA> Aggregates <NA> NA
#> 132 XX Not classified Douglas -4.479280
#> 133 XF IBRD New Delhi 77.225000
#> 134 <NA> Aggregates <NA> NA
#> 135 XX Not classified Dublin -6.267490
#> 136 XF IBRD Tehran 51.444700
#> 137 XF IBRD Baghdad 44.394000
#> 138 XX Not classified Reykjavik -21.895200
#> 139 XX Not classified <NA> 35.203500
#> 140 XX Not classified Rome 12.482300
#> 141 XF IBRD Kingston -76.792000
#> 142 XF IBRD Amman 35.926300
#> 143 XX Not classified Tokyo 139.770000
#> 144 XF IBRD Astana 71.438200
#> 145 XH Blend Nairobi 36.812600
#> 146 XI IDA Bishkek 74.605700
#> 147 XI IDA Phnom Penh 104.874000
#> 148 XI IDA Tarawa 172.979000
#> 149 XF IBRD Basseterre -62.730900
#> 150 XX Not classified Seoul 126.957000
#> 151 XX Not classified Kuwait City 47.982400
#> 152 <NA> Aggregates <NA> NA
#> 153 XI IDA Vientiane 102.177000
#> 154 XF IBRD Beirut 35.513400
#> 155 XI IDA Monrovia -10.795700
#> 156 XF IBRD Tripoli 13.107200
#> 157 XH Blend Castries -60.983200
#> 158 <NA> Aggregates <NA> NA
#> 159 <NA> Aggregates <NA> NA
#> 160 <NA> Aggregates <NA> NA
#> 161 XX Not classified Vaduz 9.521480
#> 162 XI IDA Colombo 79.852800
#> 163 <NA> Aggregates <NA> NA
#> 164 <NA> Aggregates <NA> NA
#> 165 XI IDA Maseru 27.716700
#> 166 <NA> Aggregates <NA> NA
#> 167 XX Not classified Vilnius 25.279900
#> 168 XX Not classified Luxembourg 6.129600
#> 169 XX Not classified Riga 24.104800
#> 170 XX Not classified <NA> 113.550000
#> 171 XX Not classified Marigot NA
#> 172 XF IBRD Rabat -6.870400
#> 173 XX Not classified Monaco 7.418910
#> 174 XF IBRD Chisinau 28.849700
#> 175 <NA> Aggregates <NA> NA
#> 176 XI IDA Antananarivo 45.716700
#> 177 XI IDA Male 73.510900
#> 178 <NA> Aggregates <NA> NA
#> 179 XF IBRD Mexico City -99.127600
#> 180 XI IDA Majuro 171.135000
#> 181 <NA> Aggregates <NA> NA
#> 182 XF IBRD Skopje 21.436100
#> 183 XI IDA Bamako -7.500340
#> 184 XX Not classified Valletta 14.518900
#> 185 XI IDA Naypyidaw 95.956200
#> 186 <NA> Aggregates <NA> NA
#> 187 XF IBRD Podgorica 19.259500
#> 188 XF IBRD Ulaanbaatar 106.937000
#> 189 XX Not classified Saipan 145.765000
#> 190 XI IDA Maputo 32.571300
#> 191 XI IDA Nouakchott -15.982400
#> 192 XF IBRD Port Louis 57.497700
#> 193 XI IDA Lilongwe 33.770300
#> 194 XF IBRD Kuala Lumpur 101.684000
#> 195 <NA> Aggregates <NA> NA
#> 196 <NA> Aggregates <NA> NA
#> 197 XF IBRD Windhoek 17.093100
#> 198 XX Not classified Noum'ea 166.464000
#> 199 XI IDA Niamey 2.107300
#> 200 XH Blend Abuja 7.489060
#> 201 XI IDA Managua -86.273400
#> 202 XX Not classified Amsterdam 4.890950
#> 203 XX Not classified Oslo 10.738700
#> 204 XI IDA Kathmandu 85.315700
#> 205 <NA> Aggregates <NA> NA
#> 206 XF IBRD Yaren District 166.920867
#> 207 <NA> Aggregates <NA> NA
#> 208 XX Not classified Wellington 174.776000
#> 209 <NA> Aggregates <NA> NA
#> 210 XX Not classified Muscat 58.587400
#> 211 <NA> Aggregates <NA> NA
#> 212 XH Blend Islamabad 72.800000
#> 213 XF IBRD Panama City -79.518800
#> 214 XF IBRD Lima -77.046500
#> 215 XF IBRD Manila 121.035000
#> 216 XF IBRD Koror 134.479000
#> 217 XH Blend Port Moresby 147.194000
#> 218 XF IBRD Warsaw 21.020000
#> 219 <NA> Aggregates <NA> NA
#> 220 XX Not classified San Juan -66.000000
#> 221 XX Not classified Pyongyang 125.754000
#> 222 XX Not classified Lisbon -9.135520
#> 223 XF IBRD Asuncion -57.636200
#> 224 XX Not classified <NA> NA
#> 225 <NA> Aggregates <NA> NA
#> 226 <NA> Aggregates <NA> NA
#> 227 XX Not classified Papeete -149.570000
#> 228 XX Not classified Doha 51.508200
#> 229 XF IBRD Bucharest 26.097900
#> 230 <NA> Aggregates <NA> NA
#> 231 XF IBRD Moscow 37.617600
#> 232 XI IDA Kigali 30.058700
#> 233 <NA> Aggregates <NA> NA
#> 234 XX Not classified Riyadh 46.697700
#> 235 XI IDA Khartoum 32.536300
#> 236 XI IDA Dakar -17.473400
#> 237 XX Not classified Singapore 103.850000
#> 238 XI IDA Honiara 159.949000
#> 239 XI IDA Freetown -13.213400
#> 240 XF IBRD San Salvador -89.207300
#> 241 XX Not classified San Marino 12.448600
#> 242 XI IDA Mogadishu 45.325400
#> 243 XF IBRD Belgrade 20.465600
#> 244 <NA> Aggregates <NA> NA
#> 245 XI IDA Juba 31.600000
#> 246 <NA> Aggregates <NA> NA
#> 247 <NA> Aggregates <NA> NA
#> 248 XI IDA Sao Tome 6.607100
#> 249 XH Blend Paramaribo -55.167900
#> 250 XX Not classified Bratislava 17.107300
#> 251 XX Not classified Ljubljana 14.504400
#> 252 XX Not classified Stockholm 18.064500
#> 253 XH Blend Mbabane 31.465900
#> 254 XX Not classified Philipsburg NA
#> 255 <NA> Aggregates <NA> NA
#> 256 XF IBRD Victoria 55.446600
#> 257 XI IDA Damascus 36.311900
#> 258 XX Not classified Grand Turk -71.141389
#> 259 XI IDA N'Djamena 15.044500
#> 260 <NA> Aggregates <NA> NA
#> 261 <NA> Aggregates <NA> NA
#> 262 XI IDA Lome 1.225500
#> 263 XF IBRD Bangkok 100.521000
#> 264 XI IDA Dushanbe 68.786400
#> 265 XF IBRD Ashgabat 58.379400
#> 266 <NA> Aggregates <NA> NA
#> 267 XH Blend Dili 125.567000
#> 268 <NA> Aggregates <NA> NA
#> 269 XI IDA Nuku'alofa -175.216000
#> 270 <NA> Aggregates <NA> NA
#> 271 <NA> Aggregates <NA> NA
#> 272 XF IBRD Port-of-Spain -61.478900
#> 273 XF IBRD Tunis 10.210000
#> 274 XF IBRD Ankara 32.360600
#> 275 XI IDA Funafuti 179.089567
#> 276 XI IDA Dodoma 35.738200
#> 277 XI IDA Kampala 32.572900
#> 278 XF IBRD Kiev 30.503800
#> 279 <NA> Aggregates <NA> NA
#> 280 XF IBRD Montevideo -56.067500
#> 281 XX Not classified Washington D.C. -77.032000
#> 282 XH Blend Tashkent 69.269000
#> 283 XH Blend Kingstown -61.265300
#> 284 XF IBRD Caracas -69.837100
#> 285 XX Not classified Road Town -64.623056
#> 286 XX Not classified Charlotte Amalie -64.896300
#> 287 XF IBRD Hanoi 105.825000
#> 288 XI IDA Port-Vila 168.321000
#> 289 <NA> Aggregates <NA> NA
#> 290 XI IDA Apia -171.752000
#> 291 XI IDA Pristina 20.926000
#> 292 <NA> Aggregates <NA> NA
#> 293 XI IDA Sana'a 44.207500
#> 294 XF IBRD Pretoria 28.187100
#> 295 XI IDA Lusaka 28.293700
#> 296 XH Blend Harare 31.067200
#> latitude
#> 1 12.516700
#> 2 NA
#> 3 34.522800
#> 4 NA
#> 5 NA
#> 6 -8.811550
#> 7 41.331700
#> 8 42.507500
#> 9 NA
#> 10 24.476400
#> 11 -34.611800
#> 12 40.159600
#> 13 -14.284600
#> 14 17.117500
#> 15 -35.282000
#> 16 48.220100
#> 17 40.383400
#> 18 -3.378400
#> 19 NA
#> 20 NA
#> 21 50.837100
#> 22 6.477900
#> 23 12.360500
#> 24 23.705500
#> 25 42.710500
#> 26 NA
#> 27 26.192100
#> 28 25.066100
#> 29 43.860700
#> 30 NA
#> 31 53.967800
#> 32 17.253400
#> 33 NA
#> 34 32.329300
#> 35 -13.990800
#> 36 -15.780100
#> 37 13.093500
#> 38 4.941990
#> 39 NA
#> 40 27.576800
#> 41 -24.654400
#> 42 NA
#> 43 5.630560
#> 44 45.421500
#> 45 NA
#> 46 NA
#> 47 NA
#> 48 46.948000
#> 49 NA
#> 50 -33.475000
#> 51 40.049500
#> 52 5.332000
#> 53 NA
#> 54 NA
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#> 56 -4.325000
#> 57 -4.276700
#> 58 4.609870
#> 59 -11.698600
#> 60 14.921800
#> 61 9.637010
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#> 63 NA
#> 64 23.133300
#> 65 NA
#> 66 19.302200
#> 67 35.167600
#> 68 50.087800
#> 69 NA
#> 70 NA
#> 71 52.523500
#> 72 11.580600
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#> 74 15.297600
#> 75 NA
#> 76 55.676300
#> 77 NA
#> 78 18.479000
#> 79 NA
#> 80 NA
#> 81 NA
#> 82 36.739700
#> 83 NA
#> 84 NA
#> 85 NA
#> 86 NA
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#> 88 -0.229498
#> 89 30.098200
#> 90 NA
#> 91 15.331500
#> 92 40.416700
#> 93 59.439200
#> 94 9.022740
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#> 97 60.160800
#> 98 -18.114900
#> 99 48.856600
#> 100 61.892600
#> 101 6.917710
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#> 104 51.500200
#> 105 41.710000
#> 106 5.570450
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#> 109 13.449500
#> 110 11.803700
#> 111 3.752300
#> 112 37.979200
#> 113 12.065300
#> 114 64.183600
#> 115 14.624800
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#> 119 22.396400
#> 120 15.133300
#> 121 NA
#> 122 45.806900
#> 123 18.539200
#> 124 47.498400
#> 125 NA
#> 126 NA
#> 127 NA
#> 128 NA
#> 129 NA
#> 130 -6.197520
#> 131 NA
#> 132 54.150900
#> 133 28.635300
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#> 136 35.687800
#> 137 33.330200
#> 138 64.135300
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#> 140 41.895500
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#> 154 33.887200
#> 155 6.300390
#> 156 32.857800
#> 157 14.000000
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#> 161 47.141100
#> 162 6.921480
#> 163 NA
#> 164 NA
#> 165 -29.520800
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#> 167 54.689600
#> 168 49.610000
#> 169 56.946500
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#> 173 43.732500
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#> 180 7.110460
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#> 183 13.566700
#> 184 35.904200
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#> 200 9.058040
#> 201 12.147500
#> 202 52.373800
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#> 210 23.610500
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#> 212 30.516700
#> 213 8.994270
#> 214 -12.093100
#> 215 14.551500
#> 216 7.341940
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#> 221 39.031900
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#> 223 -25.300500
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#> 227 -17.535000
#> 228 25.294800
#> 229 44.447900
#> 230 NA
#> 231 55.755800
#> 232 -1.953250
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#> 235 15.593200
#> 236 14.724700
#> 237 1.289410
#> 238 -9.426760
#> 239 8.482100
#> 240 13.703400
#> 241 43.932200
#> 242 2.075150
#> 243 44.802400
#> 244 NA
#> 245 4.850000
#> 246 NA
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#> 248 0.206180
#> 249 5.823200
#> 250 48.148400
#> 251 46.054600
#> 252 59.332700
#> 253 -26.522500
#> 254 NA
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#> 256 -4.630900
#> 257 33.514600
#> 258 21.460278
#> 259 12.104800
#> 260 NA
#> 261 NA
#> 262 6.122800
#> 263 13.730800
#> 264 38.587800
#> 265 37.950900
#> 266 NA
#> 267 -8.566670
#> 268 NA
#> 269 -21.136000
#> 270 NA
#> 271 NA
#> 272 10.659600
#> 273 36.789900
#> 274 39.715300
#> 275 -8.631488
#> 276 -6.174860
#> 277 0.314269
#> 278 50.453600
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#> 280 -34.894100
#> 281 38.889500
#> 282 41.305200
#> 283 13.203500
#> 284 9.081650
#> 285 18.431389
#> 286 18.335800
#> 287 21.006900
#> 288 -17.740400
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#> 290 -13.831400
#> 291 42.565000
#> 292 NA
#> 293 15.352000
#> 294 -25.746000
#> 295 -15.398200
#> 296 -17.831200