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Country | Alpha-2 code | Alpha-3 code | Numeric code | Latitude (average) | Longitude (average) | |
---|---|---|---|---|---|---|
Afghanistan | AF | AFG | 4 | 33 | 65 | |
Åland Islands | AX | ALA | 248 | 60.116667 | 19.9 | |
Albania | AL | ALB | 8 | 41 | 20 | |
Algeria | DZ | DZA | 12 | 28 | 3 | |
American Samoa | AS | ASM | 16 | -14.3333 | -170 | |
Andorra | AD | AND | 20 | 42.5 | 1.6 | |
Angola | AO | AGO | 24 | -12.5 | 18.5 | |
Anguilla | AI | AIA | 660 | 18.25 | -63.1667 | |
Antarctica | AQ | ATA | 10 | -90 | 0 | |
Antigua and Barbuda | AG | ATG | 28 | 17.05 | -61.8 | |
Argentina | AR | ARG | 32 | -34 | -64 | |
Armenia | AM | ARM | 51 | 40 | 45 | |
Aruba | AW | ABW | 533 | 12.5 | -69.9667 | |
Australia | AU | AUS | 36 | -27 | 133 | |
Austria | AT | AUT | 40 | 47.3333 | 13.3333 | |
Azerbaijan | AZ | AZE | 31 | 40.5 | 47.5 | |
Bahamas | BS | BHS | 44 | 24.25 | -76 | |
Bahrain | BH | BHR | 48 | 26 | 50.55 | |
Bangladesh | BD | BGD | 50 | 24 | 90 | |
Barbados | BB | BRB | 52 | 13.1667 | -59.5333 | |
Belarus | BY | BLR | 112 | 53 | 28 | |
Belgium | BE | BEL | 56 | 50.8333 | 4 | |
Belize | BZ | BLZ | 84 | 17.25 | -88.75 | |
Benin | BJ | BEN | 204 | 9.5 | 2.25 | |
Bermuda | BM | BMU | 60 | 32.3333 | -64.75 | |
Bhutan | BT | BTN | 64 | 27.5 | 90.5 | |
Bolivia, Plurinational State of | BO | BOL | 68 | -17 | -65 | |
Bolivia | BO | BOL | 68 | -17 | -65 | |
Bonaire, Sint Eustatius and Saba | BQ | BES | 535 | 12.183333 | -68.233333 | |
Bosnia and Herzegovina | BA | BIH | 70 | 44 | 18 | |
Botswana | BW | BWA | 72 | -22 | 24 | |
Bouvet Island | BV | BVT | 74 | -54.4333 | 3.4 | |
Brazil | BR | BRA | 76 | -10 | -55 | |
British Indian Ocean Territory | IO | IOT | 86 | -6 | 71.5 | |
Brunei Darussalam | BN | BRN | 96 | 4.5 | 114.6667 | |
Brunei | BN | BRN | 96 | 4.5 | 114.6667 | |
Bulgaria | BG | BGR | 100 | 43 | 25 | |
Burkina Faso | BF | BFA | 854 | 13 | -2 | |
Burma | MM | MMR | 104 | 22 | 98 | |
Burundi | BI | BDI | 108 | -3.5 | 30 | |
Cambodia | KH | KHM | 116 | 13 | 105 | |
Cameroon | CM | CMR | 120 | 6 | 12 | |
Canada | CA | CAN | 124 | 60 | -95 | |
Cape Verde | CV | CPV | 132 | 16 | -24 | |
Cayman Islands | KY | CYM | 136 | 19.5 | -80.5 | |
Central African Republic | CF | CAF | 140 | 7 | 21 | |
Chad | TD | TCD | 148 | 15 | 19 | |
Chile | CL | CHL | 152 | -30 | -71 | |
China | CN | CHN | 156 | 35 | 105 | |
Christmas Island | CX | CXR | 162 | -10.5 | 105.6667 | |
Cocos (Keeling) Islands | CC | CCK | 166 | -12.5 | 96.8333 | |
Colombia | CO | COL | 170 | 4 | -72 | |
Comoros | KM | COM | 174 | -12.1667 | 44.25 | |
Congo, the Democratic Republic of the | CD | COD | 180 | 0 | 25 | |
Congo | CG | COG | 178 | -1 | 15 | |
Cook Islands | CK | COK | 184 | -21.2333 | -159.7667 | |
Costa Rica | CR | CRI | 188 | 10 | -84 | |
Côte d'Ivoire | CI | CIV | 384 | 8 | -5 | |
Croatia | HR | HRV | 191 | 45.1667 | 15.5 | |
Cuba | CU | CUB | 192 | 21.5 | -80 | |
Curaçao | CW | CUW | 531 | 12.166667 | -68.966667 | |
Cyprus | CY | CYP | 196 | 35 | 33 | |
Czech Republic | CZ | CZE | 203 | 49.75 | 15.5 | |
Denmark | DK | DNK | 208 | 56 | 10 | |
Djibouti | DJ | DJI | 262 | 11.5 | 43 | |
Dominica | DM | DMA | 212 | 15.4167 | -61.3333 | |
Dominican Republic | DO | DOM | 214 | 19 | -70.6667 | |
Ecuador | EC | ECU | 218 | -2 | -77.5 | |
Egypt | EG | EGY | 818 | 27 | 30 | |
El Salvador | SV | SLV | 222 | 13.8333 | -88.9167 | |
Equatorial Guinea | GQ | GNQ | 226 | 2 | 10 | |
Eritrea | ER | ERI | 232 | 15 | 39 | |
Estonia | EE | EST | 233 | 59 | 26 | |
Ethiopia | ET | ETH | 231 | 8 | 38 | |
Falkland Islands (Malvinas) | FK | FLK | 238 | -51.75 | -59 | |
Faroe Islands | FO | FRO | 234 | 62 | -7 | |
Fiji | FJ | FJI | 242 | -18 | 175 | |
Finland | FI | FIN | 246 | 64 | 26 | |
France | FR | FRA | 250 | 46 | 2 | |
French Guiana | GF | GUF | 254 | 4 | -53 | |
French Polynesia | PF | PYF | 258 | -15 | -140 | |
French Southern Territories | TF | ATF | 260 | -43 | 67 | |
Gabon | GA | GAB | 266 | -1 | 11.75 | |
Gambia | GM | GMB | 270 | 13.4667 | -16.5667 | |
Georgia | GE | GEO | 268 | 42 | 43.5 | |
Germany | DE | DEU | 276 | 51 | 9 | |
Ghana | GH | GHA | 288 | 8 | -2 | |
Gibraltar | GI | GIB | 292 | 36.1833 | -5.3667 | |
Greece | GR | GRC | 300 | 39 | 22 | |
Greenland | GL | GRL | 304 | 72 | -40 | |
Grenada | GD | GRD | 308 | 12.1167 | -61.6667 | |
Guadeloupe | GP | GLP | 312 | 16.25 | -61.5833 | |
Guam | GU | GUM | 316 | 13.4667 | 144.7833 | |
Guatemala | GT | GTM | 320 | 15.5 | -90.25 | |
Guernsey | GG | GGY | 831 | 49.5 | -2.56 | |
Guinea-Bissau | GW | GNB | 624 | 12 | -15 | |
Guinea | GN | GIN | 324 | 11 | -10 | |
Guyana | GY | GUY | 328 | 5 | -59 | |
Haiti | HT | HTI | 332 | 19 | -72.4167 | |
Heard Island and McDonald Islands | HM | HMD | 334 | -53.1 | 72.5167 | |
Holy See (Vatican City State) | VA | VAT | 336 | 41.9 | 12.45 | |
Honduras | HN | HND | 340 | 15 | -86.5 | |
Hong Kong | HK | HKG | 344 | 22.25 | 114.1667 | |
Hungary | HU | HUN | 348 | 47 | 20 | |
Iceland | IS | ISL | 352 | 65 | -18 | |
India | IN | IND | 356 | 20 | 77 | |
Indonesia | ID | IDN | 360 | -5 | 120 | |
Iran, Islamic Republic of | IR | IRN | 364 | 32 | 53 | |
Iraq | IQ | IRQ | 368 | 33 | 44 | |
Ireland | IE | IRL | 372 | 53 | -8 | |
Isle of Man | IM | IMN | 833 | 54.23 | -4.55 | |
Israel | IL | ISR | 376 | 31.5 | 34.75 | |
Italy | IT | ITA | 380 | 42.8333 | 12.8333 | |
Ivory Coast | CI | CIV | 384 | 8 | -5 | |
Jamaica | JM | JAM | 388 | 18.25 | -77.5 | |
Japan | JP | JPN | 392 | 36 | 138 | |
Jersey | JE | JEY | 832 | 49.21 | -2.13 | |
Jordan | JO | JOR | 400 | 31 | 36 | |
Kazakhstan | KZ | KAZ | 398 | 48 | 68 | |
Kenya | KE | KEN | 404 | 1 | 38 | |
Kiribati | KI | KIR | 296 | 1.4167 | 173 | |
Korea, Democratic People's Republic of | KP | PRK | 408 | 40 | 127 | |
Korea, Republic of | KR | KOR | 410 | 37 | 127.5 | |
Kosovo | XK | XKX | 95 | 42.583333 | 21 | |
Kuwait | KW | KWT | 414 | 29.3375 | 47.6581 | |
Kyrgyzstan | KG | KGZ | 417 | 41 | 75 | |
Lao People's Democratic Republic | LA | LAO | 418 | 18 | 105 | |
Latvia | LV | LVA | 428 | 57 | 25 | |
Lebanon | LB | LBN | 422 | 33.8333 | 35.8333 | |
Lesotho | LS | LSO | 426 | -29.5 | 28.5 | |
Liberia | LR | LBR | 430 | 6.5 | -9.5 | |
Libya | LY | LBY | 434 | 25 | 17 | |
Libyan Arab Jamahiriya | LY | LBY | 434 | 25 | 17 | |
Liechtenstein | LI | LIE | 438 | 47.1667 | 9.5333 | |
Lithuania | LT | LTU | 440 | 56 | 24 | |
Luxembourg | LU | LUX | 442 | 49.75 | 6.1667 | |
Macao | MO | MAC | 446 | 22.1667 | 113.55 | |
Macedonia, the former Yugoslav Republic of | MK | MKD | 807 | 41.8333 | 22 | |
Madagascar | MG | MDG | 450 | -20 | 47 | |
Malawi | MW | MWI | 454 | -13.5 | 34 | |
Malaysia | MY | MYS | 458 | 2.5 | 112.5 | |
Maldives | MV | MDV | 462 | 3.25 | 73 | |
Mali | ML | MLI | 466 | 17 | -4 | |
Malta | MT | MLT | 470 | 35.8333 | 14.5833 | |
Marshall Islands | MH | MHL | 584 | 9 | 168 | |
Martinique | MQ | MTQ | 474 | 14.6667 | -61 | |
Mauritania | MR | MRT | 478 | 20 | -12 | |
Mauritius | MU | MUS | 480 | -20.2833 | 57.55 | |
Mayotte | YT | MYT | 175 | -12.8333 | 45.1667 | |
Mexico | MX | MEX | 484 | 23 | -102 | |
Micronesia, Federated States of | FM | FSM | 583 | 6.9167 | 158.25 | |
Moldova, Republic of | MD | MDA | 498 | 47 | 29 | |
Monaco | MC | MCO | 492 | 43.7333 | 7.4 | |
Mongolia | MN | MNG | 496 | 46 | 105 | |
Montenegro | ME | MNE | 499 | 42 | 19 | |
Montserrat | MS | MSR | 500 | 16.75 | -62.2 | |
Morocco | MA | MAR | 504 | 32 | -5 | |
Mozambique | MZ | MOZ | 508 | -18.25 | 35 | |
Myanmar | MM | MMR | 104 | 22 | 98 | |
Namibia | NA | NAM | 516 | -22 | 17 | |
Nauru | NR | NRU | 520 | -0.5333 | 166.9167 | |
Nepal | NP | NPL | 524 | 28 | 84 | |
Netherlands Antilles | AN | ANT | 530 | 12.25 | -68.75 | |
Netherlands | NL | NLD | 528 | 52.5 | 5.75 | |
New Caledonia | NC | NCL | 540 | -21.5 | 165.5 | |
New Zealand | NZ | NZL | 554 | -41 | 174 | |
Nicaragua | NI | NIC | 558 | 13 | -85 | |
Niger | NE | NER | 562 | 16 | 8 | |
Nigeria | NG | NGA | 566 | 10 | 8 | |
Niue | NU | NIU | 570 | -19.0333 | -169.8667 | |
Norfolk Island | NF | NFK | 574 | -29.0333 | 167.95 | |
Northern Mariana Islands | MP | MNP | 580 | 15.2 | 145.75 | |
Norway | NO | NOR | 578 | 62 | 10 | |
Oman | OM | OMN | 512 | 21 | 57 | |
Pakistan | PK | PAK | 586 | 30 | 70 | |
Palau | PW | PLW | 585 | 7.5 | 134.5 | |
Palestinian Territory, Occupied | PS | PSE | 275 | 32 | 35.25 | |
Panama | PA | PAN | 591 | 9 | -80 | |
Papua New Guinea | PG | PNG | 598 | -6 | 147 | |
Paraguay | PY | PRY | 600 | -23 | -58 | |
Peru | PE | PER | 604 | -10 | -76 | |
Philippines | PH | PHL | 608 | 13 | 122 | |
Pitcairn | PN | PCN | 612 | -24.7 | -127.4 | |
Poland | PL | POL | 616 | 52 | 20 | |
Portugal | PT | PRT | 620 | 39.5 | -8 | |
Puerto Rico | PR | PRI | 630 | 18.25 | -66.5 | |
Qatar | QA | QAT | 634 | 25.5 | 51.25 | |
Réunion | RE | REU | 638 | -21.1 | 55.6 | |
Romania | RO | ROU | 642 | 46 | 25 | |
Russia | RU | RUS | 643 | 60 | 100 | |
Russian Federation | RU | RUS | 643 | 60 | 100 | |
Rwanda | RW | RWA | 646 | -2 | 30 | |
Saint Barthélemy | BL | BLM | 652 | 17.897728 | -62.834244 | |
Saint Helena, Ascension and Tristan da Cunha | SH | SHN | 654 | -15.9333 | -5.7 | |
Saint Kitts and Nevis | KN | KNA | 659 | 17.3333 | -62.75 | |
Saint Lucia | LC | LCA | 662 | 13.8833 | -61.1333 | |
Saint Martin (French part) | MF | MAF | 663 | 18.075278 | -63.06 | |
Saint Pierre and Miquelon | PM | SPM | 666 | 46.8333 | -56.3333 | |
Saint Vincent & the Grenadines | VC | VCT | 670 | 13.25 | -61.2 | |
Saint Vincent and the Grenadines | VC | VCT | 670 | 13.25 | -61.2 | |
Samoa | WS | WSM | 882 | -13.5833 | -172.3333 | |
San Marino | SM | SMR | 674 | 43.7667 | 12.4167 | |
Sao Tome and Principe | ST | STP | 678 | 1 | 7 | |
Saudi Arabia | SA | SAU | 682 | 25 | 45 | |
Senegal | SN | SEN | 686 | 14 | -14 | |
Serbia | RS | SRB | 688 | 44 | 21 | |
Seychelles | SC | SYC | 690 | -4.5833 | 55.6667 | |
Sierra Leone | SL | SLE | 694 | 8.5 | -11.5 | |
Singapore | SG | SGP | 702 | 1.3667 | 103.8 | |
Sint Maarten (Dutch part) | SX | SXM | 534 | 18.033333 | -63.05 | |
Slovakia | SK | SVK | 703 | 48.6667 | 19.5 | |
Slovenia | SI | SVN | 705 | 46 | 15 | |
Solomon Islands | SB | SLB | 90 | -8 | 159 | |
Somalia | SO | SOM | 706 | 10 | 49 | |
South Africa | ZA | ZAF | 710 | -29 | 24 | |
South Georgia and the South Sandwich Islands | GS | SGS | 239 | -54.5 | -37 | |
South Korea | KR | KOR | 410 | 37 | 127.5 | |
South Sudan | SS | SSD | 728 | 8 | 30 | |
Spain | ES | ESP | 724 | 40 | -4 | |
Sri Lanka | LK | LKA | 144 | 7 | 81 | |
St. Vincent and the Grenadines | VC | VCT | 670 | 13.25 | -61.2 | |
Sudan | SD | SDN | 736 | 15 | 30 | |
Suriname | SR | SUR | 740 | 4 | -56 | |
Svalbard and Jan Mayen | SJ | SJM | 744 | 78 | 20 | |
Swaziland | SZ | SWZ | 748 | -26.5 | 31.5 | |
Sweden | SE | SWE | 752 | 62 | 15 | |
Switzerland | CH | CHE | 756 | 47 | 8 | |
Syrian Arab Republic | SY | SYR | 760 | 35 | 38 | |
Taiwan | TW | TWN | 158 | 23.5 | 121 | |
Tajikistan | TJ | TJK | 762 | 39 | 71 | |
Tanzania, United Republic of | TZ | TZA | 834 | -6 | 35 | |
Thailand | TH | THA | 764 | 15 | 100 | |
Timor-Leste | TL | TLS | 626 | -8.55 | 125.5167 | |
Togo | TG | TGO | 768 | 8 | 1.1667 | |
Tokelau | TK | TKL | 772 | -9 | -172 | |
Tonga | TO | TON | 776 | -20 | -175 | |
Trinidad and Tobago | TT | TTO | 780 | 11 | -61 | |
Tunisia | TN | TUN | 788 | 34 | 9 | |
Turkey | TR | TUR | 792 | 39 | 35 | |
Turkmenistan | TM | TKM | 795 | 40 | 60 | |
Turks and Caicos Islands | TC | TCA | 796 | 21.75 | -71.5833 | |
Tuvalu | TV | TUV | 798 | -8 | 178 | |
Uganda | UG | UGA | 800 | 1 | 32 | |
Ukraine | UA | UKR | 804 | 49 | 32 | |
United Arab Emirates | AE | ARE | 784 | 24 | 54 | |
United Kingdom | GB | GBR | 826 | 54 | -2 | |
United States Minor Outlying Islands | UM | UMI | 581 | 19.2833 | 166.6 | |
United States | US | USA | 840 | 38 | -97 | |
Uruguay | UY | URY | 858 | -33 | -56 | |
Uzbekistan | UZ | UZB | 860 | 41 | 64 | |
Vanuatu | VU | VUT | 548 | -16 | 167 | |
Venezuela, Bolivarian Republic of | VE | VEN | 862 | 8 | -66 | |
Venezuela | VE | VEN | 862 | 8 | -66 | |
Viet Nam | VN | VNM | 704 | 16 | 106 | |
Vietnam | VN | VNM | 704 | 16 | 106 | |
Virgin Islands, British | VG | VGB | 92 | 18.5 | -64.5 | |
Virgin Islands, U.S. | VI | VIR | 850 | 18.3333 | -64.8333 | |
Wallis and Futuna | WF | WLF | 876 | -13.3 | -176.2 | |
Western Sahara | EH | ESH | 732 | 24.5 | -13 | |
Yemen | YE | YEM | 887 | 15 | 48 | |
Zambia | ZM | ZMB | 894 | -15 | 30 | |
Zimbabwe | ZW | ZWE | 716 | -20 | 30 |
Thanks for this file, really helpful 👍
A more official but less parsable list is here: https://www.iana.org/domains/root/db
Thank you! Saved me a lot of time 😃
Hi,
If anyone needs a list without duplicates, I've made one:
https://gist.github.com/cpl/3dc2d19137588d9ae202d67233715478
Cheers for the original!
THX 🤩
Woohooo! Great job mate, I was really looking for this list!
Hello @tadast , and thanks for putting this up.
I forked and added duplicate lines for complete https://en.wikipedia.org/wiki/ISO_3166-1 text label coverage in addition to to the short names you used.
Please consider this a pull request 😄
Thanks a lot.
Comparing with https://en.wikipedia.org/wiki/List_of_ISO_3166_country_codes
In this list I don't see: ÅLAND ISLANDS (AX), INDIA (IN), CURAZAO (CW), SINT MAARTEN (SX), BONAIRE, SINT EUSTATIUS, SABA (BQ), SAINT BARTHÉLEMY (BL), THE COLLECTIVITY OF SAINT-MARTIN (MF).
Some coordinates randomly inside each one are:
AX 60.2, 19.9
IN 17, 77
CW 12.2, -69
SX 18.05, -63.05
BQ 12.2, -68.3
BL 17.9, -62.85
MF 18.1, -63.05
Russia (RUS) is duplicate. Fix please
Thank you so much for putting this together.
For those who, like me, has got problem with quoted numbers, spaces and duplicates with Pandas:
coord = pd.read_csv('https://gist.githubusercontent.com/tadast/8827699/raw/f5cac3d42d16b78348610fc4ec301e9234f82821/countries_codes_and_coordinates.csv', doublequote=False)
for c in coord.columns:
coord[c] = coord[c].str.replace('"', "").str.strip()
for c in ['Longitude (average)', 'Latitude (average)']:
coord[c] = coord[c].astype(float)
coord = coord.drop_duplicates(subset=['Alpha-3 code'], keep='first')
Longitude and Latitude are now floating, it removes double quotes and strip strings, and it also removes duplicates by keeping the first one. The new dataframe has length 244 instead of 256.
Removed duplicates, and floating point values, striped string... Usable with Pandas:
https://gist.github.com/metal3d/5b925077e66194551df949de64e910f6
Generated with the code I gave above.
Thanks to the original author 😄
"Viet Nam" is correct one. Should remove "Vietnam"
Very very handy indeed. In addition to the suggestions made by @vtamara I found another one missing:
XK Kosovo 42.5773 20.8905
Not sure whether it's ISO since Kosovo being a state is disputed. Anyway I encountered it in a large dataset. Provided coordinates are as given on wikipedia.
Very very handy indeed. In addition to the suggestions made by @vtamara I found another one missing:
XK Kosovo 42.5773 20.8905
Not sure whether it's ISO since Kosovo being a state is disputed. Anyway I encountered it in a large dataset. Provided coordinates are as given on wikipedia.
What is the ISO Code for Kosovo? I cannot find in https://en.wikipedia.org/wiki/List_of_ISO_3166_country_codes
https://en.m.wikipedia.org/wiki/.xk
It's a temporary code due to the status of Kosovo being disputed.
There's a lot more of unassigned and user assigned / temporary codes to be found at https://en.m.wikipedia.org/wiki/ISO_3166-1_alpha-2
Adding missing:
Wallis and Futuna, WF, WFL with ISO Code 876, latitude -13.283333, longitude -176.183333
I copied this without duplicates and with the improvements in:
https://gitlab.com/pasosdeJesus/division-politica/-/blob/main/PAISES_ISO_2022-ampliado.csv
Besides I added:
- Name in french and name in english corrected based on https://www.iso.org/obp/ui/
- Name in spanish based specially in Wikipedia.
Your Pull Requests are welcome there.
Thank you @trilobiet
@TobiasGoerke thanks. Feel free to use it as if it's under The MIT license.
Thanks
Hi. This is useful. Is there a similar list but in JSON format?
Hi. This is useful. Is there a similar list but in JSON format?
Missing countries
"Åland Islands", "AX", "ALA", "248", "60.116667", "19.9"
"Bonaire, Sint Eustatius and Saba", "BQ', "BES", "535", "12.183333", "-68.233333"
"Curaçao", "CW, "CUW", "531", "12.166667", "-68.966667"
"Saint Barthélemy", "BL", "BLM", "652", "17.897728", "-62.834244"
"Saint Martin (French part)", "MF", "MAF", "663", "18.075278", "-63.06"
"Sint Maarten (Dutch part)", "SX", "SXM", "534", "18.033333", "-63.05"
"Kosovo", "XK", "XKX", "-1", "42.583333", "21"
I can't find numeric code for Kosovo
thanks for this. Here is javascript object literal version if anyone needs. (includes flags :D)
https://gist.github.com/Fanna1119/955dc26ffee95b96978beb0150cb78f6
For Kosovo:
"Kosovo", "XK", "XKX", "095"
Thanks
For those who, like me, has got problem with quoted numbers, spaces and duplicates with Pandas:
coord = pd.read_csv('https://gist.githubusercontent.com/tadast/8827699/raw/f5cac3d42d16b78348610fc4ec301e9234f82821/countries_codes_and_coordinates.csv', doublequote=False) for c in coord.columns: coord[c] = coord[c].str.replace('"', "").str.strip() for c in ['Longitude (average)', 'Latitude (average)']: coord[c] = coord[c].astype(float) coord = coord.drop_duplicates(subset=['Alpha-3 code'], keep='first')Longitude and Latitude are now floating, it removes double quotes and strip strings, and it also removes duplicates by keeping the first one. The new dataframe has length 244 instead of 256.
This is helpful, thank you
Anyone seen the same list of coordinates but for the capitals, instead of the average coordinates for the countries?
This is very helpful, thank you very much!