Datasets:

electricsheepafrica
/

International-Migrant-Stock-Total-Africa

Country Name stringlengths 4 24	Country Code stringlengths 3 3	1960 float64 845 1.01M	1961 float64 967 1.07M	1962 float64 1.09k 1.13M	1963 float64 1.21k 1.2M	1964 float64 1.33k 1.26M	1965 float64 1.46k 1.32M	1966 float64 1.67k 1.34M	1967 float64 1.88k 1.36M	1968 float64 2.09k 1.38M	1969 float64 2.3k 1.4M	1970 float64 2.51k 1.42M	1971 float64 2.59k 1.38M	1972 float64 2.68k 1.34M	1973 float64 2.76k 1.31M	1974 float64 2.85k 1.35M	1975 float64 2.93k 1.39M	1976 float64 2.98k 1.42M	1977 float64 3.03k 1.44M	1978 float64 3.08k 1.47M	1979 float64 3.13k 1.49M	1980 float64 3.18k 1.61M	1981 float64 3.23k 1.55M	1982 float64 3.28k 1.58M	1983 float64 3.33k 1.61M	1984 float64 3.39k 1.64M	1985 float64 3.44k 1.81M	1986 float64 3.49k 1.69M	1987 float64 3.37k 1.72M	1988 float64 3.16k 1.75M	1989 float64 2.95k 1.79M	1990 float64 2.74k 1.82M	1991 float64 2.92k 1.87M	1992 float64 3.1k 1.92M	1993 float64 3.27k 1.97M	1994 float64 3.45k 2.02M	1995 float64 3.63k 2.08M	1996 float64 3.81k 2.06M	1997 float64 3.98k 2.04M	1998 float64 4.16k 2.03M	1999 float64 4.34k 2.01M	2000 float64 4.37k 1.99M	2001 float64 4.18k 2M	2002 float64 3.99k 2M	2003 float64 3.81k 2M	2004 float64 3.62k 2.01M	2005 float64 3.43k 2.01M	2006 float64 3.29k 2.03M	2007 float64 3.14k 2.04M	2008 float64 2.99k 2.06M	2009 float64 2.85k 2.08M	2010 float64 2.7k 2.1M	2011 float64 2.64k 2.18M	2012 float64 2.58k 2.42M	2013 float64 2.52k 2.66M	2014 float64 2.46k 2.9M	2015 float64 2.39k 3.14M	2016 float64 2.39k 3.14M	2017 float64 2.39k 3.14M	2018 float64 2.39k 3.14M	2019 float64 2.39k 3.14M	2020 float64 2.39k 3.14M	2021 float64 2.39k 3.14M	2022 float64 2.39k 3.14M	2023 float64 2.39k 3.14M	2024 float64 2.39k 3.14M
Angola	AGO	122,089	113,086.2	104,083.4	95,080.6	86,077.8	77,075	71,391.4	65,707.8	60,024.2	54,340.6	48,657	45,069	41,481	37,893	34,305	30,717	42,551.8	54,386.6	66,221.4	78,056.2	89,891	93,683.6	97,476.2	101,268.8	105,061.4	108,854	93,786.6	78,719.2	63,651.8	48,584.4	33,517	34,776.2	36,035.4	37,294.6	38,553.8	39,813	41,072	42,331	43,590	44,849	46,108	49,152.2	52,196.4	55,240.6	58,284.8	61,329	64,373	67,417	70,461	73,505	76,549	82,608.2	88,667.4	94,726.6	100,785.8	106,845	106,845	106,845	106,845	106,845	106,845	106,845	106,845	106,845	106,845
Burundi	BDI	126,323	137,985	149,647	161,309	172,971	184,633	176,470.4	168,307.8	160,145.2	151,982.6	143,820	143,004.2	142,188.4	141,372.6	140,556.8	139,741	156,551	173,361	190,171	206,981	223,791	247,714	271,637	295,560	319,483	343,406	341,346.8	339,287.6	337,228.4	335,169.2	333,110	317,458.6	301,807.2	286,155.8	270,504.4	254,853	229,008	203,163	177,318	151,473	125,628	135,077.2	144,526.4	153,975.6	163,424.8	172,874	185,351	197,828	210,305	222,782	235,259	245,569.2	255,879.4	266,189.6	276,499.8	286,810	286,810	286,810	286,810	286,810	286,810	286,810	286,810	286,810	286,810
Benin	BEN	34,019	34,970.6	35,922.2	36,873.8	37,825.4	38,777	39,971.6	41,166.2	42,360.8	43,555.4	44,750	45,876.6	47,003.2	48,129.8	49,256.4	50,383	51,792.4	53,201.8	54,611.2	56,020.6	57,430	59,486.6	61,543.2	63,599.8	65,656.4	67,713	69,412.8	71,112.6	72,812.4	74,512.2	76,212	81,963.8	87,715.6	93,467.4	99,219.2	104,971	110,722.8	116,474.6	122,226.4	127,978.2	133,730	141,283.8	148,837.6	156,391.4	163,945.2	171,499	179,052.6	186,606.2	194,159.8	201,713.4	209,267	216,493.4	223,719.8	230,946.2	238,172.6	245,399	245,399	245,399	245,399	245,399	245,399	245,399	245,399	245,399	245,399
Burkina Faso	BFA	62,943	65,350.6	67,758.2	70,165.8	72,573.4	74,981	77,849.2	80,717.4	83,585.6	86,453.8	89,322	92,738.6	96,155.2	99,571.8	102,988.4	106,405	119,221.4	132,037.8	144,854.2	157,670.6	170,487	191,040.8	211,594.6	232,148.4	252,702.2	273,256	288,536.2	303,816.4	319,096.6	334,376.8	349,657	366,695.2	383,733.4	400,771.6	417,809.8	434,848	451,886.2	468,924.4	485,962.6	503,000.8	520,039	535,425.6	550,812.2	566,198.8	581,585.4	596,972	612,358.4	627,744.8	643,131.2	658,517.6	673,904	680,058.4	686,212.8	692,367.2	698,521.6	704,676	704,676	704,676	704,676	704,676	704,676	704,676	704,676	704,676	704,676
Botswana	BWA	7,199	7,490.2	7,781.4	8,072.6	8,363.8	8,655	9,004.8	9,354.6	9,704.4	10,054.2	10,404	10,824.6	11,245.2	11,665.8	12,086.4	12,507	13,012.8	13,518.6	14,024.4	14,530.2	15,036	16,035.6	17,035.2	18,034.8	19,034.4	20,034	21,529.2	23,024.4	24,519.6	26,014.8	27,510	30,041.6	32,573.2	35,104.8	37,636.4	40,168	43,547.2	46,926.4	50,305.6	53,684.8	57,064	63,417	69,770	76,123	82,476	88,829	95,245.6	101,662.2	108,078.8	114,495.4	120,912	128,858.4	136,804.8	144,751.2	152,697.6	160,644	160,644	160,644	160,644	160,644	160,644	160,644	160,644	160,644	160,644
Central African Republic	CAF	43,128	43,683.4	44,238.8	44,794.2	45,349.6	45,905	46,496.2	47,087.4	47,678.6	48,269.8	48,861	49,490.2	50,119.4	50,748.6	51,377.8	52,007	52,676.6	53,346.2	54,015.8	54,685.4	55,355	56,067.8	56,780.6	57,493.4	58,206.2	58,919	60,582	62,245	63,908	65,571	67,234	73,729.6	80,225.2	86,720.8	93,216.4	99,712	104,475.4	109,238.8	114,002.2	118,765.6	123,529	117,713	111,897	106,081	100,265	94,449	94,252.4	94,055.8	93,859.2	93,662.6	93,466	91,092.4	88,718.8	86,345.2	83,971.6	81,598	81,598	81,598	81,598	81,598	81,598	81,598	81,598	81,598	81,598
Cote d'Ivoire	CIV	767,019	804,837.4	842,655.8	880,474.2	918,292.6	956,111	1,003,252.8	1,050,394.6	1,097,536.4	1,144,678.2	1,191,820	1,231,736.8	1,271,653.6	1,311,570.4	1,351,487.2	1,391,404	1,417,261.8	1,443,119.6	1,468,977.4	1,494,835.2	1,520,693	1,548,953.4	1,577,213.8	1,605,474.2	1,633,734.6	1,661,995	1,692,881.2	1,723,767.4	1,754,653.6	1,785,539.8	1,816,426	1,868,419.6	1,920,413.2	1,972,406.8	2,024,400.4	2,076,394	2,059,942.2	2,043,490.4	2,027,038.6	2,010,586.8	1,994,135	1,997,472.8	2,000,810.6	2,004,148.4	2,007,486.2	2,010,824	2,027,696.2	2,044,568.4	2,061,440.6	2,078,312.8	2,095,185	2,111,227.8	2,127,270.6	2,143,313.4	2,159,356.2	2,175,399	2,175,399	2,175,399	2,175,399	2,175,399	2,175,399	2,175,399	2,175,399	2,175,399	2,175,399
Cameroon	CMR	175,430	177,935.2	180,440.4	182,945.6	185,450.8	187,956	190,639.8	193,323.6	196,007.4	198,691.2	201,375	204,250.6	207,126.2	210,001.8	212,877.4	215,753	218,833.8	221,914.6	224,995.4	228,076.2	231,157	234,457.8	237,758.6	241,059.4	244,360.2	247,661	251,197.6	254,734.2	258,270.8	261,807.4	265,344	261,648	257,952	254,256	250,560	246,864	243,167.8	239,471.6	235,775.4	232,079.2	228,383	234,453.8	240,524.6	246,595.4	252,666.2	258,737	264,807.8	270,878.6	276,949.4	283,020.2	289,091	307,669.6	326,248.2	344,826.8	363,405.4	381,984	381,984	381,984	381,984	381,984	381,984	381,984	381,984	381,984	381,984
Congo, Dem. Rep.	COD	1,006,930	1,070,039	1,133,148	1,196,257	1,259,366	1,322,475	1,342,896.2	1,363,317.4	1,383,738.6	1,404,159.8	1,424,581	1,383,337.2	1,342,093.4	1,300,849.6	1,259,605.8	1,218,362	1,215,562.8	1,212,763.6	1,209,964.4	1,207,165.2	1,204,366	1,108,553.4	1,012,740.8	916,928.2	821,115.6	725,303	731,081.2	736,859.4	742,637.6	748,415.8	754,194	966,747.8	1,179,301.6	1,391,855.4	1,604,409.2	1,816,963	1,602,447.8	1,387,932.6	1,173,417.4	958,902.2	744,387	720,083.4	695,779.8	671,476.2	647,172.6	622,869	616,085.2	609,301.4	602,517.6	595,733.8	588,950	580,298.8	571,647.6	562,996.4	554,345.2	545,694	545,694	545,694	545,694	545,694	545,694	545,694	545,694	545,694	545,694
Congo, Rep.	COG	26,315	27,916.8	29,518.6	31,120.4	32,722.2	34,324	36,413.4	38,502.8	40,592.2	42,681.6	44,771	47,496.4	50,221.8	52,947.2	55,672.6	58,398	61,952.8	65,507.6	69,062.4	72,617.2	76,172	80,808.8	85,445.6	90,082.4	94,719.2	99,356	105,404.2	111,452.4	117,500.6	123,548.8	129,597	142,004.6	154,412.2	166,819.8	179,227.4	191,635	214,308.4	236,981.8	259,655.2	282,328.6	305,002	307,049.2	309,096.4	311,143.6	313,190.8	315,238	336,120.2	357,002.4	377,884.6	398,766.8	419,649	414,318.4	408,987.8	403,657.2	398,326.6	392,996	392,996	392,996	392,996	392,996	392,996	392,996	392,996	392,996	392,996
Comoros	COM	1,507	1,633.2	1,759.4	1,885.6	2,011.8	2,138	2,433.2	2,728.4	3,023.6	3,318.8	3,614	4,310.8	5,007.6	5,704.4	6,401.2	7,098	8,609.4	10,120.8	11,632.2	13,143.6	14,655	14,596.8	14,538.6	14,480.4	14,422.2	14,364	14,307	14,250	14,193	14,136	14,079	14,051	14,023	13,995	13,967	13,939	13,911	13,883	13,855	13,827	13,799	13,681	13,563	13,445	13,327	13,209	13,090.8	12,972.6	12,854.4	12,736.2	12,618	12,605.4	12,592.8	12,580.2	12,567.6	12,555	12,555	12,555	12,555	12,555	12,555	12,555	12,555	12,555	12,555
Cabo Verde	CPV	6,613	6,681	6,749	6,817	6,885	6,953	7,024.4	7,095.8	7,167.2	7,238.6	7,310	7,385	7,460	7,535	7,610	7,685	7,764	7,843	7,922	8,001	8,080	8,163	8,246	8,329	8,412	8,495	8,582.2	8,669.4	8,756.6	8,843.8	8,931	9,140.6	9,350.2	9,559.8	9,769.4	9,979	10,188.6	10,398.2	10,607.8	10,817.4	11,027	11,361.6	11,696.2	12,030.8	12,365.4	12,700	13,034.6	13,369.2	13,703.8	14,038.4	14,373	14,483.2	14,593.4	14,703.6	14,813.8	14,924	14,924	14,924	14,924	14,924	14,924	14,924	14,924	14,924	14,924
Djibouti	DJI	11,766	12,589.4	13,412.8	14,236.2	15,059.6	15,883	16,994.4	18,105.8	19,217.2	20,328.6	21,440	22,940.2	24,440.4	25,940.6	27,440.8	28,941	39,198.8	49,456.6	59,714.4	69,972.2	80,230	77,621.6	75,013.2	72,404.8	69,796.4	67,188	78,194.6	89,201.2	100,207.8	111,214.4	122,221	117,731.6	113,242.2	108,752.8	104,263.4	99,774	99,920.6	100,067.2	100,213.8	100,360.4	100,507	98,823.8	97,140.6	95,457.4	93,774.2	92,091	93,987.8	95,884.6	97,781.4	99,678.2	101,575	103,730.2	105,885.4	108,040.6	110,195.8	112,351	112,351	112,351	112,351	112,351	112,351	112,351	112,351	112,351	112,351
Algeria	DZA	430,447	386,017.4	341,587.8	297,158.2	252,728.6	208,299	200,429	192,559	184,689	176,819	168,949	167,216.6	165,484.2	163,751.8	162,019.4	160,287	165,228.6	170,170.2	175,111.8	180,053.4	184,995	205,729	226,463	247,197	267,931	288,665	285,722.8	282,780.6	279,838.4	276,896.2	273,954	271,569.6	269,185.2	266,800.8	264,416.4	262,032	259,647.6	257,263.2	254,878.8	252,494.4	250,110	249,595.4	249,080.8	248,566.2	248,051.6	247,537	247,022.4	246,507.8	245,993.2	245,478.6	244,964	244,449.4	243,934.8	243,420.2	242,905.6	242,391	242,391	242,391	242,391	242,391	242,391	242,391	242,391	242,391	242,391
Egypt, Arab Rep.	EGY	212,376	211,523.8	210,671.6	209,819.4	208,967.2	208,115	207,194.8	206,274.6	205,354.4	204,434.2	203,514	202,025.4	200,536.8	199,048.2	197,559.6	196,071	194,634.6	193,198.2	191,761.8	190,325.4	188,889	187,695.2	186,501.4	185,307.6	184,113.8	182,920	181,077.6	179,235.2	177,392.8	175,550.4	173,708	172,357.4	171,006.8	169,656.2	168,305.6	166,955	168,254.4	169,553.8	170,853.2	172,152.6	173,452	193,561.8	213,671.6	233,781.4	253,891.2	274,001	278,343.6	282,686.2	287,028.8	291,371.4	295,714	334,899.8	374,085.6	413,271.4	452,457.2	491,643	491,643	491,643	491,643	491,643	491,643	491,643	491,643	491,643	491,643
Eritrea	ERI	7,703	7,815.6	7,928.2	8,040.8	8,153.4	8,266	8,392	8,518	8,644	8,770	8,896	9,033.8	9,171.6	9,309.4	9,447.2	9,585	9,732.6	9,880.2	10,027.8	10,175.4	10,323	10,466.4	10,609.8	10,753.2	10,896.6	11,040	11,201.6	11,363.2	11,524.8	11,686.4	11,848	11,958.4	12,068.8	12,179.2	12,289.6	12,400	12,510.4	12,620.8	12,731.2	12,841.6	12,952	13,224.4	13,496.8	13,769.2	14,041.6	14,314	14,586.4	14,858.8	15,131.2	15,403.6	15,676	15,729	15,782	15,835	15,888	15,941	15,941	15,941	15,941	15,941	15,941	15,941	15,941	15,941	15,941
Ethiopia	ETH	393,260	391,318.2	389,376.4	387,434.6	385,492.8	383,551	385,757.2	387,963.4	390,169.6	392,375.8	394,582	394,082	393,582	393,082	392,582	392,082	394,504	396,926	399,348	401,770	404,192	440,085.2	475,978.4	511,871.6	547,764.8	583,658	698,004.4	812,350.8	926,697.2	1,041,043.6	1,155,390	1,085,692.8	1,015,995.6	946,298.4	876,601.2	806,904	767,800	728,696	689,592	650,488	611,384	591,955.6	572,527.2	553,098.8	533,670.4	514,242	524,937.6	535,633.2	546,328.8	557,024.4	567,720	668,765.8	769,811.6	870,857.4	971,903.2	1,072,949	1,072,949	1,072,949	1,072,949	1,072,949	1,072,949	1,072,949	1,072,949	1,072,949	1,072,949
Gabon	GAB	20,865	22,498	24,131	25,764	27,397	29,030	31,302.2	33,574.4	35,846.6	38,118.8	40,391	44,690.2	48,989.4	53,288.6	57,587.8	61,887	68,474.4	75,061.8	81,649.2	88,236.6	94,824	97,864.6	100,905.2	103,945.8	106,986.4	110,027	113,617.6	117,208.2	120,798.8	124,389.4	127,980	132,978.4	137,976.8	142,975.2	147,973.6	152,972	161,491.8	170,011.6	178,531.4	187,051.2	195,571	199,281.4	202,991.8	206,702.2	210,412.6	214,123	220,096.8	226,070.6	232,044.4	238,018.2	243,992	248,870.4	253,748.8	258,627.2	263,505.6	268,384	268,384	268,384	268,384	268,384	268,384	268,384	268,384	268,384	268,384
Ghana	GHA	529,720	509,259.2	488,798.4	468,337.6	447,876.8	427,416	412,327.4	397,238.8	382,150.2	367,061.6	351,973	358,535.2	365,097.4	371,659.6	378,221.8	384,784	391,957.8	399,131.6	406,305.4	413,479.2	420,653	435,412.2	450,171.4	464,930.6	479,689.8	494,449	428,529.4	362,609.8	296,690.2	230,770.6	164,851	182,456.6	200,062.2	217,667.8	235,273.4	252,879	240,623.4	228,367.8	216,112.2	203,856.6	191,601	214,168	236,735	259,302	281,869	304,436	310,952.2	317,468.4	323,984.6	330,500.8	337,017	349,507.8	361,998.6	374,489.4	386,980.2	399,471	399,471	399,471	399,471	399,471	399,471	399,471	399,471	399,471	399,471
Guinea	GIN	11,313	11,814	12,315	12,816	13,317	13,818	14,430	15,042	15,654	16,266	16,878	17,625.4	18,372.8	19,120.2	19,867.6	20,615	21,528	22,441	23,354	24,267	25,180	26,295	27,410	28,525	29,640	30,755	105,328.2	179,901.4	254,474.6	329,047.8	403,621	477,797.8	551,974.6	626,151.4	700,328.2	774,505	731,619	688,733	645,847	602,961	560,075	493,982.2	427,889.4	361,796.6	295,703.8	229,611	224,711	219,811	214,911	210,011	205,111	209,771.4	214,431.8	219,092.2	223,752.6	228,413	228,413	228,413	228,413	228,413	228,413	228,413	228,413	228,413	228,413
Gambia, The	GMB	31,551	33,055.4	34,559.8	36,064.2	37,568.6	39,073	40,936.2	42,799.4	44,662.6	46,525.8	48,389	50,753.2	53,117.4	55,481.6	57,845.8	60,210	63,242.8	66,275.6	69,308.4	72,341.2	75,374	79,170.8	82,967.6	86,764.4	90,561.2	94,358	99,111	103,864	108,617	113,370	118,123	124,676.4	131,229.8	137,783.2	144,336.6	150,890	157,214.8	163,539.6	169,864.4	176,189.2	182,514	182,392.2	182,270.4	182,148.6	182,026.8	181,905	182,676.6	183,448.2	184,219.8	184,991.4	185,763	187,118.4	188,473.8	189,829.2	191,184.6	192,540	192,540	192,540	192,540	192,540	192,540	192,540	192,540	192,540	192,540
Guinea-Bissau	GNB	11,643	11,702	11,761	11,820	11,879	11,938	11,998.6	12,059.2	12,119.8	12,180.4	12,241	12,303	12,365	12,427	12,489	12,551	12,614.6	12,678.2	12,741.8	12,805.4	12,869	12,818	12,767	12,716	12,665	12,614	13,164.8	13,715.6	14,266.4	14,817.2	15,368	17,886.6	20,405.2	22,923.8	25,442.4	27,961	26,458.8	24,956.6	23,454.4	21,952.2	20,450	20,507.2	20,564.4	20,621.6	20,678.8	20,736	20,801	20,866	20,931	20,996	21,061	21,315.4	21,569.8	21,824.2	22,078.6	22,333	22,333	22,333	22,333	22,333	22,333	22,333	22,333	22,333	22,333
Equatorial Guinea	GNQ	19,351	18,274.8	17,198.6	16,122.4	15,046.2	13,970	13,193.2	12,416.4	11,639.6	10,862.8	10,086	9,525.2	8,964.4	8,403.6	7,842.8	7,282	6,877	6,472	6,067	5,662	5,257	4,964.6	4,672.2	4,379.8	4,087.4	3,795	3,584	3,373	3,162	2,951	2,740	2,917.8	3,095.6	3,273.4	3,451.2	3,629	3,806.6	3,984.2	4,161.8	4,339.4	4,517	4,931.2	5,345.4	5,759.6	6,173.8	6,588	7,002	7,416	7,830	8,244	8,658	9,091.4	9,524.8	9,958.2	10,391.6	10,825	10,825	10,825	10,825	10,825	10,825	10,825	10,825	10,825	10,825
Kenya	KEN	59,330	67,780.2	76,230.4	84,680.6	93,130.8	101,581	113,073.6	124,566.2	136,058.8	147,551.4	159,044	159,337.6	159,631.2	159,924.8	160,218.4	160,512	160,388	160,264	160,140	160,016	159,892	158,246.4	156,600.8	154,955.2	153,309.6	151,664	180,789.6	209,915.2	239,040.8	268,166.4	297,292	361,582.6	425,873.2	490,163.8	554,454.4	618,745	634,823.8	650,902.6	666,981.4	683,060.2	699,139	710,690	722,241	733,792	745,343	756,894	790,907	824,920	858,933	892,946	926,959	958,438.6	989,918.2	1,021,397.8	1,052,877.4	1,084,357	1,084,357	1,084,357	1,084,357	1,084,357	1,084,357	1,084,357	1,084,357	1,084,357	1,084,357
Liberia	LBR	28,811	30,571.6	32,332.2	34,092.8	35,853.4	37,614	40,012.2	42,410.4	44,808.6	47,206.8	49,605	52,403.4	55,201.8	58,000.2	60,798.6	63,597	67,018.8	70,440.6	73,862.4	77,284.2	80,706	81,158.6	81,611.2	82,063.8	82,516.4	82,969	85,368	87,767	90,166	92,565	94,964	117,683.8	140,403.6	163,123.4	185,843.2	208,563	197,224	185,885	174,546	163,207	151,868	138,932	125,996	113,060	100,124	87,188	89,576.2	91,964.4	94,352.6	96,740.8	99,129	102,059	104,989	107,919	110,849	113,779	113,779	113,779	113,779	113,779	113,779	113,779	113,779	113,779	113,779
Libya	LBY	48,210	49,832	51,454	53,076	54,698	56,320	69,489.4	82,658.8	95,828.2	108,997.6	122,167	142,413.2	162,659.4	182,905.6	203,151.8	223,398	240,830	258,262	275,694	293,126	310,558	331,235.8	351,913.6	372,591.4	393,269.2	413,947	422,572.6	431,198.2	439,823.8	448,449.4	457,075	467,268.2	477,461.4	487,654.6	497,847.8	508,041	519,920	531,799	543,678	555,557	567,436	578,991.2	590,546.4	602,101.6	613,656.8	625,212	636,969.2	648,726.4	660,483.6	672,240.8	683,998	701,427.6	718,857.2	736,286.8	753,716.4	771,146	771,146	771,146	771,146	771,146	771,146	771,146	771,146	771,146	771,146
Lesotho	LSO	3,165	3,258.6	3,352.2	3,445.8	3,539.4	3,633	3,747.4	3,861.8	3,976.2	4,090.6	4,205	4,359.4	4,513.8	4,668.2	4,822.6	4,977	6,112.6	7,248.2	8,383.8	9,519.4	10,655	12,029.6	13,404.2	14,778.8	16,153.4	17,528	15,670.4	13,812.8	11,955.2	10,097.6	8,240	8,032.8	7,825.6	7,618.4	7,411.2	7,204	6,996.6	6,789.2	6,581.8	6,374.4	6,167	6,191.6	6,216.2	6,240.8	6,265.4	6,290	6,314.8	6,339.6	6,364.4	6,389.2	6,414	6,445.6	6,477.2	6,508.8	6,540.4	6,572	6,572	6,572	6,572	6,572	6,572	6,572	6,572	6,572	6,572
Morocco	MAR	394,340	360,078.8	325,817.6	291,556.4	257,295.2	223,034	203,656.4	184,278.8	164,901.2	145,523.6	126,146	119,012.6	111,879.2	104,745.8	97,612.4	90,479	86,209.2	81,939.4	77,669.6	73,399.8	69,130	67,298.4	65,466.8	63,635.2	61,803.6	59,972	58,956.6	57,941.2	56,925.8	55,910.4	54,895	53,988	53,081	52,174	51,267	50,360	50,894.8	51,429.6	51,964.4	52,499.2	53,034	53,303	53,572	53,841	54,110	54,379	57,685	60,991	64,297	67,603	70,909	74,429.4	77,949.8	81,470.2	84,990.6	88,511	88,511	88,511	88,511	88,511	88,511	88,511	88,511	88,511	88,511
Madagascar	MDG	126,298	120,710.6	115,123.2	109,535.8	103,948.4	98,361	93,209.6	88,058.2	82,906.8	77,755.4	72,604	68,801.4	64,998.8	61,196.2	57,393.6	53,591	53,068.2	52,545.4	52,022.6	51,499.8	50,977	50,479.6	49,982.2	49,484.8	48,987.4	48,490	43,575.4	38,660.8	33,746.2	28,831.6	23,917	23,369	22,821	22,273	21,725	21,177	21,649.8	22,122.6	22,595.4	23,068.2	23,541	24,044.4	24,547.8	25,051.2	25,554.6	26,058	26,627.4	27,196.8	27,766.2	28,335.6	28,905	29,539	30,173	30,807	31,441	32,075	32,075	32,075	32,075	32,075	32,075	32,075	32,075	32,075	32,075
Mali	MLI	167,597	167,288.2	166,979.4	166,670.6	166,361.8	166,053	165,747	165,441	165,135	164,829	164,523	164,220	163,917	163,614	163,311	163,008	162,707.6	162,407.2	162,106.8	161,806.4	161,506	161,208.6	160,911.2	160,613.8	160,316.4	160,019	160,162.4	160,305.8	160,449.2	160,592.6	160,736	163,826.2	166,916.4	170,006.6	173,096.8	176,187	178,844.6	181,502.2	184,159.8	186,817.4	189,475	202,939.4	216,403.8	229,868.2	243,332.6	256,797	272,759	288,721	304,683	320,645	336,607	341,914.6	347,222.2	352,529.8	357,837.4	363,145	363,145	363,145	363,145	363,145	363,145	363,145	363,145	363,145	363,145
Mozambique	MOZ	8,949	8,763.6	8,578.2	8,392.8	8,207.4	8,022	7,975.8	7,929.6	7,883.4	7,837.2	7,791	13,635	19,479	25,323	31,167	37,011	50,570.2	64,129.4	77,688.6	91,247.8	104,807	96,024.4	87,241.8	78,459.2	69,676.6	60,894	73,181.6	85,469.2	97,756.8	110,044.4	122,332	131,516.8	140,701.6	149,886.4	159,071.2	168,256	173,745.2	179,234.4	184,723.6	190,212.8	195,702	197,527.6	199,353.2	201,178.8	203,004.4	204,830	206,786.4	208,742.8	210,699.2	212,655.6	214,612	216,275.2	217,938.4	219,601.6	221,264.8	222,928	222,928	222,928	222,928	222,928	222,928	222,928	222,928	222,928	222,928
Mauritania	MRT	12,058	12,764.8	13,471.6	14,178.4	14,885.2	15,592	16,506.2	17,420.4	18,334.6	19,248.8	20,163	21,345	22,527	23,709	24,891	26,073	27,601.6	29,130.2	30,658.8	32,187.4	33,716	35,692.6	37,669.2	39,645.8	41,622.4	43,599	57,209.2	70,819.4	84,429.6	98,039.8	111,650	107,232.4	102,814.8	98,397.2	93,979.6	89,562	83,122.8	76,683.6	70,244.4	63,805.2	57,366	57,516.6	57,667.2	57,817.8	57,968.4	58,119	63,431	68,743	74,055	79,367	84,679	95,375.6	106,072.2	116,768.8	127,465.4	138,162	138,162	138,162	138,162	138,162	138,162	138,162	138,162	138,162	138,162
Mauritius	MUS	10,238	10,291.8	10,345.6	10,399.4	10,453.2	10,507	10,509	10,511	10,513	10,515	10,517	10,453.4	10,389.8	10,326.2	10,262.6	10,199	10,096.4	9,993.8	9,891.2	9,788.6	9,686	9,588.4	9,490.8	9,393.2	9,295.6	9,198	8,081	6,964	5,847	4,730	3,613	4,389	5,165	5,941	6,717	7,493	9,103	10,713	12,323	13,933	15,543	16,363.8	17,184.6	18,005.4	18,826.2	19,647	20,684.8	21,722.6	22,760.4	23,798.2	24,836	25,585.8	26,335.6	27,085.4	27,835.2	28,585	28,585	28,585	28,585	28,585	28,585	28,585	28,585	28,585	28,585
Malawi	MWI	297,710	297,183.6	296,657.2	296,130.8	295,604.4	295,078	294,556.4	294,034.8	293,513.2	292,991.6	292,470	291,952.8	291,435.6	290,918.4	290,401.2	289,884	289,371.6	288,859.2	288,346.8	287,834.4	287,322	286,814	286,306	285,798	285,290	284,782	453,370.4	621,958.8	790,547.2	959,135.6	1,127,724	950,504	773,284	596,064	418,844	241,624	239,823.2	238,022.4	236,221.6	234,420.8	232,620	230,428.2	228,236.4	226,044.6	223,852.8	221,661	220,873.2	220,085.4	219,297.6	218,509.8	217,722	217,209.2	216,696.4	216,183.6	215,670.8	215,158	215,158	215,158	215,158	215,158	215,158	215,158	215,158	215,158	215,158
Namibia	NAM	27,218	28,666.4	30,114.8	31,563.2	33,011.6	34,460	36,293.6	38,127.2	39,960.8	41,794.4	43,628	45,949.6	48,271.2	50,592.8	52,914.4	55,236	58,175.2	61,114.4	64,053.6	66,992.8	69,932	73,653.4	77,374.8	81,096.2	84,817.6	88,539	94,959.4	101,379.8	107,800.2	114,220.6	120,641	119,587.2	118,533.4	117,479.6	116,425.8	115,372	119,178.2	122,984.4	126,790.6	130,596.8	134,403	128,777.2	123,151.4	117,525.6	111,899.8	106,274	105,500.2	104,726.4	103,952.6	103,178.8	102,405	100,701.6	98,998.2	97,294.8	95,591.4	93,888	93,888	93,888	93,888	93,888	93,888	93,888	93,888	93,888	93,888
Niger	NER	55,008	56,788.6	58,569.2	60,349.8	62,130.4	63,911	65,979.6	68,048.2	70,116.8	72,185.4	74,254	76,657.4	79,060.8	81,464.2	83,867.6	86,271	89,063.4	91,855.8	94,648.2	97,440.6	100,233	103,477.4	106,721.8	109,966.2	113,210.6	116,455	116,256.8	116,058.6	115,860.4	115,662.2	115,464	121,571	127,678	133,785	139,892	145,999	141,251.2	136,503.4	131,755.6	127,007.8	122,260	122,700.2	123,140.4	123,580.6	124,020.8	124,461	124,861.6	125,262.2	125,662.8	126,063.4	126,464	139,022.2	151,580.4	164,138.6	176,696.8	189,255	189,255	189,255	189,255	189,255	189,255	189,255	189,255	189,255	189,255
Nigeria	NGA	94,133	99,684.6	105,236.2	110,787.8	116,339.4	121,891	129,079.8	136,268.6	143,457.4	150,646.2	157,835	267,143.4	376,451.8	485,760.2	595,068.6	704,377	826,470.6	948,564.2	1,070,657.8	1,192,751.4	1,314,845	1,121,457.8	928,070.6	734,683.4	541,296.2	347,909	369,651.4	391,393.8	413,136.2	434,878.6	456,621	457,896.6	459,172.2	460,447.8	461,723.4	462,999	467,975.6	472,952.2	477,928.8	482,905.4	487,882	519,909.4	551,936.8	583,964.2	615,991.6	648,019	702,438.8	756,858.6	811,278.4	865,698.2	920,118	975,917.4	1,031,716.8	1,087,516.2	1,143,315.6	1,199,115	1,199,115	1,199,115	1,199,115	1,199,115	1,199,115	1,199,115	1,199,115	1,199,115	1,199,115
Rwanda	RWA	28,531	29,513	30,495	31,477	32,459	33,441	33,904.6	34,368.2	34,831.8	35,295.4	35,759	37,953.6	40,148.2	42,342.8	44,537.4	46,732	48,004.4	49,276.8	50,549.2	51,821.6	53,094	58,697.4	64,300.8	69,904.2	75,507.6	81,111	96,862.6	112,614.2	128,365.8	144,117.4	159,869	174,535.2	189,201.4	203,867.6	218,533.8	233,200	255,975.2	278,750.4	301,525.6	324,300.8	347,076	364,220.2	381,364.4	398,508.6	415,652.8	432,797	433,595	434,393	435,191	435,989	436,787	437,734.6	438,682.2	439,629.8	440,577.4	441,525	441,525	441,525	441,525	441,525	441,525	441,525	441,525	441,525	441,525
Sudan	SDN	241,992	240,867.4	239,742.8	238,618.2	237,493.6	236,369	245,089.6	253,810.2	262,530.8	271,251.4	279,972	288,333.6	296,695.2	305,056.8	313,418.4	321,780	401,127	480,474	559,821	639,168	718,515	856,367.2	994,219.4	1,132,071.6	1,269,923.8	1,407,776	1,406,800	1,405,824	1,404,848	1,403,872	1,402,896	1,332,996	1,263,096	1,193,196	1,123,296	1,053,396	1,003,093.4	952,790.8	902,488.2	852,185.6	801,883	749,905.2	697,927.4	645,949.6	593,971.8	541,994	549,267.8	556,541.6	563,815.4	571,089.2	578,363	563,385.8	548,408.6	533,431.4	518,454.2	503,477	503,477	503,477	503,477	503,477	503,477	503,477	503,477	503,477	503,477
Senegal	SEN	168,020	169,380.8	170,741.6	172,102.4	173,463.2	174,824	175,042.6	175,261.2	175,479.8	175,698.4	175,917	171,696	167,475	163,254	159,033	154,812	147,675.2	140,538.4	133,401.6	126,264.8	119,128	129,307.6	139,487.2	149,666.8	159,846.4	170,026	190,102.8	210,179.6	230,256.4	250,333.2	270,410	273,858.8	277,307.6	280,756.4	284,205.2	287,654	276,503.4	265,352.8	254,202.2	243,051.6	231,901	233,180.4	234,459.8	235,739.2	237,018.6	238,298	241,856.8	245,415.6	248,974.4	252,533.2	256,092	257,522	258,952	260,382	261,812	263,242	263,242	263,242	263,242	263,242	263,242	263,242	263,242	263,242	263,242
Sierra Leone	SLE	45,915	48,493.8	51,072.6	53,651.4	56,230.2	58,809	62,162	65,515	68,868	72,221	75,574	79,207.4	82,840.8	86,474.2	90,107.6	93,741	93,599.4	93,457.8	93,316.2	93,174.6	93,033	92,914.6	92,796.2	92,677.8	92,559.4	92,441	118,401.2	144,361.4	170,321.6	196,281.8	222,242	198,868.4	175,494.8	152,121.2	128,747.6	105,374	103,947.4	102,520.8	101,094.2	99,667.6	98,241	108,515.8	118,790.6	129,065.4	139,340.2	149,615	139,182.4	128,749.8	118,317.2	107,884.6	97,452	96,204.2	94,956.4	93,708.6	92,460.8	91,213	91,213	91,213	91,213	91,213	91,213	91,213	91,213	91,213	91,213
Somalia	SOM	11,356	11,512	11,668	11,824	11,980	12,136	12,317	12,498	12,679	12,860	13,041	13,242.4	13,443.8	13,645.2	13,846.6	14,048	332,362.4	650,676.8	968,991.2	1,287,305.6	1,605,620	1,439,409.8	1,273,199.6	1,106,989.4	940,779.2	774,569	715,314	656,059	596,804	537,549	478,294	386,540.6	294,787.2	203,033.8	111,280.4	19,527	19,639	19,751	19,863	19,975	20,087	20,203.6	20,320.2	20,436.8	20,553.4	20,670	21,335	22,000	22,665	23,330	23,995	24,254.2	24,513.4	24,772.6	25,031.8	25,291	25,291	25,291	25,291	25,291	25,291	25,291	25,291	25,291	25,291
South Sudan	SSD	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	257,905	371,148.4	484,391.8	597,635.2	710,878.6	824,122	824,122	824,122	824,122	824,122	824,122	824,122	824,122	824,122	824,122
Sao Tome and Principe	STP	7,436	7,399.4	7,362.8	7,326.2	7,289.6	7,253	7,217.2	7,181.4	7,145.6	7,109.8	7,074	7,039.2	7,004.4	6,969.6	6,934.8	6,900	6,866	6,832	6,798	6,764	6,730	6,634.4	6,538.8	6,443.2	6,347.6	6,252	6,118	5,984	5,850	5,716	5,582	5,452.8	5,323.6	5,194.4	5,065.2	4,936	4,821.8	4,707.6	4,593.4	4,479.2	4,365	4,178.6	3,992.2	3,805.8	3,619.4	3,433	3,286.4	3,139.8	2,993.2	2,846.6	2,700	2,638.8	2,577.6	2,516.4	2,455.2	2,394	2,394	2,394	2,394	2,394	2,394	2,394	2,394	2,394	2,394
Eswatini	SWZ	16,944	20,517.8	24,091.6	27,665.4	31,239.2	34,813	34,603.6	34,394.2	34,184.8	33,975.4	33,766	32,559.8	31,353.6	30,147.4	28,941.2	27,735	28,936	30,137	31,338	32,539	33,740	35,184	36,628	38,072	39,516	40,960	47,185	53,410	59,635	65,860	72,085	62,674.2	53,263.4	43,852.6	34,441.8	25,031	24,595.8	24,160.6	23,725.4	23,290.2	22,855	23,703.4	24,551.8	25,400.2	26,248.6	27,097	27,772.8	28,448.6	29,124.4	29,800.2	30,476	30,696.6	30,917.2	31,137.8	31,358.4	31,579	31,579	31,579	31,579	31,579	31,579	31,579	31,579	31,579	31,579
Seychelles	SYC	845	967	1,089	1,211	1,333	1,455	1,665.2	1,875.4	2,085.6	2,295.8	2,506	2,591.6	2,677.2	2,762.8	2,848.4	2,934	2,982.4	3,030.8	3,079.2	3,127.6	3,176	3,228.4	3,280.8	3,333.2	3,385.6	3,438	3,494.6	3,551.2	3,607.8	3,664.4	3,721	4,006.4	4,291.8	4,577.2	4,862.6	5,148	5,433.2	5,718.4	6,003.6	6,288.8	6,574	7,058.6	7,543.2	8,027.8	8,512.4	8,997	9,481.6	9,966.2	10,450.8	10,935.4	11,420	11,694.2	11,968.4	12,242.6	12,516.8	12,791	12,791	12,791	12,791	12,791	12,791	12,791	12,791	12,791	12,791
Chad	TCD	55,072	55,636.8	56,201.6	56,766.4	57,331.2	57,896	58,489.8	59,083.6	59,677.4	60,271.2	60,865	61,489.2	62,113.4	62,737.6	63,361.8	63,986	64,642.2	65,298.4	65,954.6	66,610.8	67,267	67,956.8	68,646.6	69,336.4	70,026.2	70,716	71,441.2	72,166.4	72,891.6	73,616.8	74,342	77,390.4	80,438.8	83,487.2	86,535.6	89,584	92,632.2	95,680.4	98,728.6	101,776.8	104,825	154,272.4	203,719.8	253,167.2	302,614.6	352,062	365,034.4	378,006.8	390,979.2	403,951.6	416,924	436,932.8	456,941.6	476,950.4	496,959.2	516,968	516,968	516,968	516,968	516,968	516,968	516,968	516,968	516,968	516,968
Togo	TGO	101,291	105,263.8	109,236.6	113,209.4	117,182.2	121,155	125,907	130,659	135,411	140,163	144,915	145,648.8	146,382.6	147,116.4	147,850.2	148,584	149,336.2	150,088.4	150,840.6	151,592.8	152,345	153,116.4	153,887.8	154,659.2	155,430.6	156,202	141,930.4	127,658.8	113,387.2	99,115.6	84,844	88,191.8	91,539.6	94,887.4	98,235.2	101,583	108,844.6	116,106.2	123,367.8	130,629.4	137,891	150,988.6	164,086.2	177,183.8	190,281.4	203,379	213,755.6	224,132.2	234,508.8	244,885.4	255,262	259,578.4	263,894.8	268,211.2	272,527.6	276,844	276,844	276,844	276,844	276,844	276,844	276,844	276,844	276,844	276,844
Tunisia	TUN	169,202	150,632.8	132,063.6	113,494.4	94,925.2	76,356	71,372	66,388	61,404	56,420	51,436	48,731.2	46,026.4	43,321.6	40,616.8	37,912	37,926.6	37,941.2	37,955.8	37,970.4	37,985	37,993.8	38,002.6	38,011.4	38,020.2	38,029	38,020	38,011	38,002	37,993	37,984	37,960.6	37,937.2	37,913.8	37,890.4	37,867	37,582.8	37,298.6	37,014.4	36,730.2	36,446	36,164.8	35,883.6	35,602.4	35,321.2	35,040	36,666.4	38,292.8	39,919.2	41,545.6	43,172	45,877.8	48,583.6	51,289.4	53,995.2	56,701	56,701	56,701	56,701	56,701	56,701	56,701	56,701	56,701	56,701
Tanzania	TZA	477,027	478,869.8	480,712.6	482,555.4	484,398.2	486,241	490,021.4	493,801.8	497,582.2	501,362.6	505,143	525,691.8	546,240.6	566,789.4	587,338.2	607,887	597,744.2	587,601.4	577,458.6	567,315.8	557,173	555,260	553,347	551,434	549,521	547,608	552,891.4	558,174.8	563,458.2	568,741.6	574,025	680,428.6	786,832.2	893,235.8	999,639.4	1,106,043	1,070,470.4	1,034,897.8	999,325.2	963,752.6	928,180	896,713.2	865,246.4	833,779.6	802,312.8	770,846	678,396.8	585,947.6	493,498.4	401,049.2	308,600	299,124.4	289,648.8	280,173.2	270,697.6	261,222	261,222	261,222	261,222	261,222	261,222	261,222	261,222	261,222	261,222
Uganda	UGA	771,730	798,928.6	826,127.2	853,325.8	880,524.4	907,723	915,953.4	924,183.8	932,414.2	940,644.6	948,875	914,016.4	879,157.8	844,299.2	809,440.6	774,582	754,987.4	735,392.8	715,798.2	696,203.6	676,609	667,945.4	659,281.8	650,618.2	641,954.6	633,291	618,294.2	603,297.4	588,300.6	573,303.8	558,307	573,569.6	588,832.2	604,094.8	619,357.4	634,620	634,636.6	634,653.2	634,669.8	634,686.4	634,703	638,356	642,009	645,662	649,315	652,968	628,206.4	603,444.8	578,683.2	553,921.6	529,160	573,222.2	617,284.4	661,346.6	705,408.8	749,471	749,471	749,471	749,471	749,471	749,471	749,471	749,471	749,471	749,471
South Africa	ZAF	927,656	931,157.2	934,658.4	938,159.6	941,660.8	945,162	948,428.8	951,695.6	954,962.4	958,229.2	961,496	961,671	961,846	962,021	962,196	962,371	966,557.4	970,743.8	974,930.2	979,116.6	983,303	1,148,282	1,313,261	1,478,240	1,643,219	1,808,198	1,679,335	1,550,472	1,421,609	1,292,746	1,163,883	1,131,867.8	1,099,852.6	1,067,837.4	1,035,822.2	1,003,807	1,003,410.6	1,003,014.2	1,002,617.8	1,002,221.4	1,001,825	1,043,647.2	1,085,469.4	1,127,291.6	1,169,113.8	1,210,936	1,357,368.6	1,503,801.2	1,650,233.8	1,796,666.4	1,943,099	2,182,981.4	2,422,863.8	2,662,746.2	2,902,628.6	3,142,511	3,142,511	3,142,511	3,142,511	3,142,511	3,142,511	3,142,511	3,142,511	3,142,511	3,142,511
Zambia	ZMB	360,835	353,769.4	346,703.8	339,638.2	332,572.6	325,507	321,098.6	316,690.2	312,281.8	307,873.4	303,465	302,186.4	300,907.8	299,629.2	298,350.6	297,072	293,417.2	289,762.4	286,107.6	282,452.8	278,798	279,419.6	280,041.2	280,662.8	281,284.4	281,906	281,330.6	280,755.2	280,179.8	279,604.4	279,029	272,090.8	265,152.6	258,214.4	251,276.2	244,338	259,703.8	275,069.6	290,435.4	305,801.2	321,167	307,483.4	293,799.8	280,116.2	266,432.6	252,749	232,126.6	211,504.2	190,881.8	170,259.4	149,637	145,292.6	140,948.2	136,603.8	132,259.4	127,915	127,915	127,915	127,915	127,915	127,915	127,915	127,915	127,915	127,915
Zimbabwe	ZWE	387,173	399,489.2	411,805.4	424,121.6	436,437.8	448,754	458,817	468,880	478,943	489,006	499,069	496,190.8	493,312.6	490,434.4	487,556.2	484,678	481,888	479,098	476,308	473,518	470,728	479,338.4	487,948.8	496,559.2	505,169.6	513,780	536,388.2	558,996.4	581,604.6	604,212.8	626,821	587,702	548,583	509,464	470,345	431,226	426,989	422,752	418,515	414,278	410,041	406,571.4	403,101.8	399,632.2	396,162.6	392,693	393,732.6	394,772.2	395,811.8	396,851.4	397,891	398,086	398,281	398,476	398,671	398,866	398,866	398,866	398,866	398,866	398,866	398,866	398,866	398,866	398,866

Africa International Migrant Stock, Total Dataset

Overview

This dataset contains international migrant stock, total data for African countries from the World Bank.

Data Details

Indicator Code: SM.POP.TOTL
Description: International Migrant Stock, Total
Geographic Coverage: 54 African countries
Time Period: 1960-2015
Data Points: 638 observations
Coverage: 18.18% of possible country-year combinations

File Formats

Main Dataset (`sm_pop_totl_africa.csv`)

Rows: 54 countries
Columns: 65 years (1960-2024)
Structure: Countries as rows, years as columns
Missing Value Treatment: Interpolation → Forward Fill → Backward Fill
Use Case: Cross-sectional analysis, heatmaps, correlation analysis

Data Quality

Coverage Statistics

Total Observations: 638
Coverage Rate: 18.18%
Earliest Data: 1960
Latest Data: 2015

Countries with No Data

0 countries have no observations: None

Usage Examples

Python

import pandas as pd

# Load main dataset
df = pd.read_csv('sm_pop_totl_africa.csv', index_col=[0, 1])

R

# Load main dataset
df <- read.csv('sm_pop_totl_africa.csv', row.names=c(1,2))

Source

World Bank Open Data - International Migrant Stock, Total

Original File: API_SM.POP.TOTL_DS2_en_excel_v2_20964.xls
Processed: 2025-08-18

License

This dataset is derived from World Bank Open Data and is available under the Creative Commons Attribution 4.0 International License.

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