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Check outlier data for remittances per migrant #34

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davidbauer opened this issue May 7, 2013 · 5 comments
Open

Check outlier data for remittances per migrant #34

davidbauer opened this issue May 7, 2013 · 5 comments
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@davidbauer
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@ghost ghost assigned ilyabo May 7, 2013
@ilyabo
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ilyabo commented May 7, 2013

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

@ilyabo
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ilyabo commented May 7, 2013

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
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I've asked the World Bank for comment.

@ilyabo
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ilyabo commented May 7, 2013

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.

@ghost ghost assigned davidbauer May 9, 2013
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