ilyabo / remittances

Interactive visualization of the world remittance flows
https://ilyabo.github.io/remittances/?en
14 stars 14 forks source link

Check outlier data for remittances per migrant #34

Open davidbauer opened 11 years ago

ilyabo commented 11 years ago

country,remittances-per-migrant-2010,migrants-2010 Montenegro,8900778,36 Neukaledonien,230922,2269 Färöer,205472,759 Französisch-Polynesien,179261,4158 Bermuda,92155,15679 Luxemburg,30222,57787 Belgien,24131,454522 Nigeria,21101,1000523 Serbien,18211,196013 Libanon,12277,664073 Frankreich,10356,1738006 Mongolei,9191,32051 Spanien,8176,1373024 Schweiz,7394,407581 China,6673,8344726 Tschechische Republik,5952,369737 Philippinen,5339,4275612 Österreich,5330,597639 Jordanien,5283,734113 Guatemala,5170,871981 Indien,5067,11360823 Ungarn,4982,462418 Honduras,4964,569731 Dänemark,4955,259358 Thailand,4702,811123 Costa Rica,4691,125300 Südkorea,4474,2077730 Litauen,4156,429016 Vietnam,3952,2226401 Norwegen,3938,183936 Deutschland,3915,3529460 Australien,3853,442632 Nepal,3757,983567 Dominikanische Republik,3572,1035963 Ägypten,3546,3741055 Tunesien,3373,651737 Slowakei,3262,519716 Vanuatu,3223,3890 Brasilien,3116,1367287 Tadschikistan,3103,791618 Panama,3095,141141 Indonesien,2942,2504297 El Salvador,2895,1269190 Finnland,2742,329269 Oman,2710,15337 Dschibuti,2579,13484 Polen,2557,3155509 Slowenien,2495,131895 Japan,2489,771246 Peru,2474,1091079 Senegal,2473,636633 Ecuador,2412,1147902 Sri Lanka,2395,1847829 Lettland,2375,275177 Syrien,2343,945099 USA,2320,2423175 Schweden,2307,317605 Marokko,2268,3016631 Jamaika,2208,986119 Pakistan,2206,4678730 Kirgisistan,2188,621076 Bangladesch,2147,5384875 Niederlande,2102,992913 Italien,2082,3480280 Kolumbien,2036,2123237 Estland,2015,169213 Mexiko,1983,11859236 Gambia,1899,64905 Moldawien,1885,770528 Kroatien,1820,753529 Algerien,1798,1211118 St. Kitts und Nevis,1727,31974 Portugal,1720,2229620 Malediven,1715,1963 Mauritius,1714,140717 Großbritannien,1689,4666172 Belize,1686,50245 Tonga,1608,47369 Kenia,1597,457303 Haiti,1555,1009751 Lesotho,1518,428039 Seychellen,1503,12314 Bolivien,1482,684998 Israel,1473,1020565 Neuseeland,1437,624623 Jemen,1433,1134687 Saudi-Arabien,1410,178712 Paraguay,1385,510839 Südafrika,1357,878373 Bosnien und Herzegowina,1330,1460639 Griechenland,1320,1209813 Macau,1245,97851 Aruba,1229,13709 Armenien,1219,870458 Sudan,1211,968141 Nicaragua,1205,729242 Bulgarien,1182,1201191 Samoa,1080,120419 Uganda,1079,758294 Aserbaidschan,1064,1433513 Botsuana,1058,63092 Namibia,1022,16532 Zypern,1015,149557 Togo,972,369035 Iran,971,1295173 Kambodscha,967,350485 Irland,951,736889 Mazedonien,924,447138 Fidschi,924,182183 Guyana,917,433473 Ukraine,915,6525145 Sankt Vincent und die Grenadinen,860,41225 Albanien,856,1438451 Grenada,833,68362 Sankt Lucia,830,40494 Barbados,829,105174 Georgien,811,1058300 Malaysia,793,1481202 Kap Verde,733,192531 Argentina,711,957190 Island,621,42693 Antigua und Barbuda,605,42170 Äthiopien,593,620405 Palestinian Territories,546,3017140 Russland,508,11034681 Hongkong,503,718990 Mali,497,1013760 Guinea-Bissau,439,111374 Kamerun,438,279388 Ruanda,417,263641 Dominica,401,69687 Benin,370,532166 Niger,369,387330 Swasiland,363,160485 Malta,360,107412 Belarus,355,1765877 Côte d'Ivoire,339,1172151 Salomonen,331,5385 Uruguay,310,353634 Venezuela,292,521620 Trinidad und Tobago,270,358468 Sambia,250,185904 Türkei,248,4261786 Myanmar,238,514667 Sierra Leone,229,267208 Tuvalu,NaN,0 Kosovo,NaN,undefined Curaçao,NaN,undefined Turks- und Caicosinseln,NaN,0 Saint-Martin,NaN,undefined Isle of Man,NaN,undefined ,NaN,undefined Afghanistan,209,2351104 Saint-Martin,NaN,undefined Rumänien,NaN,undefined Bhutan,197,44659 Papua-Neuguinea,189,61197 São Tomé und Príncipe,187,36179 Tansania,185,317160 Ghana,175,825414 Irak,122,1546767 Laos,121,366663 Guinea,121,533308 Mosambik,119,1179803 Burundi,103,356427 Burkina Faso,94,1578271 Malawi,84,212819 Kasachstan,83,3719766 Liberia,77,432315 Angola,36,533593 Suriname,22,204431 Chile,5,634001 Somalia,0,813273 San Marino,0,3111 Katar,0,9849 Kuwait,0,259358 Nordkorea,0,300782 Kiribati,0,6429 Palau,0,7971 Monaco,0,18533 Mikronesien,0,21895 Mauretanien,0,118099 Guam,0,48689 Grönland,0,5810 Puerto Rico,0,1705207 Gabun,0,25229 Eritrea,0,942238 Marshallinseln,0,10506 Äquatorialguinea,0,103130 Timor-Leste,0,16810 Kuba,0,1219244 Republik Kongo,0,208741 Demokratische Republik Kongo,0,914787 Komoren,0,38641 Singapur,0,297234 Turkmenistan,0,260953 Tschad,0,243544 Zentralafrikanische Republik,0,129394 Kaimaninseln,0,3935 Kanada,0,1185392 Vereinigte Arabische Emirate,0,55907 Nördliche Marianen,0,8933 Madagaskar,0,79811 Brunei Darussalam,0,24343 Usbekistan,0,1954460 Liechtenstein,0,6171 Bahrain,0,30015 Bahamas,0,44098 Jungferninseln,0,51121 Libyen,0,110080 Andorra,0,9253 Amerikanisch-Samoa,0,45671 Simbabwe,0,1254353

davidbauer commented 11 years ago

those top 5 seem to be outliers, something must be wrong with the data. any ideas?

ilyabo commented 11 years ago

Possibly, the numbers of migrants for these countries are underreported for some reason. It depends on the way the data were collected.

36 migrants from Montenegro is 0.005% of the population. Not very realistic, I think.

davidbauer commented 11 years ago

I've asked the World Bank for comment.

ilyabo commented 11 years ago

BTW, 34 of them went to Denmark, according to the original data.

I guess, they have data only for specific countries, and others are just not available.