Datasets:

electricsheepafrica
/

Net-Migration-Africa

Country Name stringlengths 4 24	Country Code stringlengths 3 3	1960 float64 -61,334 31.3k	1961 float64 -123,928 57.7k	1962 float64 -112,676 69.8k	1963 float64 -124,175 72.8k	1964 float64 -108,798 76.3k	1965 float64 -142,810 82.5k	1966 float64 -82,767 77.4k	1967 float64 -85,173 81.9k	1968 float64 -87,730 78.9k	1969 float64 -90,395 73.2k	1970 float64 -37,058 61.5k	1971 float64 -56,503 69.7k	1972 float64 -118,457 77.2k	1973 float64 -73,439 173k	1974 float64 -62,973 79.4k	1975 float64 -71,421 300k	1976 float64 -115,544 303k	1977 float64 -527,133 129k	1978 float64 -210,991 402k	1979 float64 -711,455 583k	1980 float64 -903,529 391k	1981 float64 -332,129 628k	1982 float64 -139,974 293k	1983 float64 -507,539 310k	1984 float64 -219,755 291k	1985 float64 -222,315 245k	1986 float64 -245,968 234k	1987 float64 -441,710 272k	1988 float64 -415,660 380k	1989 float64 -266,281 256k	1990 float64 -712,544 407k	1991 float64 -568,166 860k	1992 float64 -271,093 253k	1993 float64 -684,261 288k	1994 float64 -2,078,111 1.23M	1995 float64 -273,434 440k	1996 float64 -777,833 1.37M	1997 float64 -527,356 410k	1998 float64 -150,271 296k	1999 float64 -157,090 110k	2000 float64 -165,181 83k	2001 float64 -173,745 228k	2002 float64 -180,603 86.6k	2003 float64 -281,001 105k	2004 float64 -185,392 110k	2005 float64 -199,378 133k	2006 float64 -211,387 154k	2007 float64 -201,769 167k	2008 float64 -192,199 166k	2009 float64 -324,478 184k	2010 float64 -339,466 299k	2011 float64 -562,827 194k	2012 float64 -232,712 264k	2013 float64 -250,964 232k	2014 float64 -471,523 273k	2015 float64 -236,207 641k	2016 float64 -879,235 441k	2017 float64 -670,477 442k	2018 float64 -124,246 318k	2019 float64 -144,920 331k	2020 float64 -89,440 370k	2021 float64 -154,359 458k	2022 float64 -118,843 233k	2023 float64 -1,349,998 497k	2024 float64 -544,257 204k
Angola	AGO	-40,935	-74,774	-77,265	-78,700	-79,977	-81,111	-82,767	-85,173	-87,730	-90,395	-36,456	4,386	47,611	54,650	53,232	52,662	47,927	61,110	61,200	64,158	72,192	70,910	75,921	82,958	78,529	74,738	64,974	62,820	65,028	63,586	64,821	46,143	53,310	52,879	61,569	55,568	61,681	67,944	70,527	70,301	72,793	77,458	82,292	80,828	90,553	87,050	95,431	100,563	100,370	105,077	122,418	128,800	130,643	124,478	84,535	74,171	91,614	77,731	61,632	58,984	7,556	29,094	-995	-995	-2,629
Burundi	BDI	-14,620	15,094	-15,378	-11,502	29,639	-13,947	5,262	-9,821	-5,917	-25,292	-6,346	-7,569	-118,457	2,843	10,065	-20,693	-12,848	1,884	8,247	-40,126	149,361	-58,723	-3,844	-41,756	-29,534	-66,574	-55,742	-21,179	-46,464	-43,561	-39,926	-39,236	35,769	-684,261	516,373	-84,697	-226,317	-84,126	13,840	-34,465	-40,032	9,967	-16,871	36,719	47,091	17,905	15,322	22,129	79,319	184,359	11,845	-19,513	22,617	-2,285	-6,856	-236,207	-109,296	-68,349	68,141	14,253	-10,189	-14,415	1,995	1,995	-27,074
Benin	BEN	-4,722	-4,791	-4,844	-4,847	-4,839	-4,793	-4,764	-4,756	-4,756	-4,792	-4,851	-4,921	-4,970	-4,960	-4,814	-4,607	-4,308	-4,022	-3,731	-3,365	-2,946	-2,543	-2,253	-2,090	-2,018	-1,953	-1,899	-1,792	-1,867	-315	-333	0	-138	156,223	-85,128	-45,469	-16,490	-1,322	2,051	3,177	3,335	3,732	3,572	4,283	4,173	30,495	-15,135	241	3,198	4,279	3,947	4,283	1,260	-887	3,667	3,369	3,837	3,716	3,372	3,366	1,729	1,729	-192	-192	-7,725
Burkina Faso	BFA	-23,220	-24,687	-26,040	-26,382	-26,307	-25,398	-27,301	-26,444	-27,461	-28,406	-28,832	-34,524	-33,679	-34,452	-30,599	-30,484	-25,786	-18,914	-19,274	-18,559	-15,345	-17,797	-15,879	-11,618	-12,445	-16,623	-25,051	-29,081	-30,068	-31,843	-32,970	-50,451	-45,003	-43,784	-37,554	-38,943	-44,314	-37,200	-5,367	-1,922	3,877	10,654	16,076	15,359	17,570	9,795	-4,218	-28,202	-40,725	-40,148	-42,055	-33,391	-20,930	-33,212	-17,984	-19,726	-7,598	-14,780	-23,938	-25,240	-5,661	-13,079	-24,960	-24,957	-25,807
Botswana	BWA	-4,331	-4,168	-4,028	-4,000	-4,126	-14,753	-15,140	-15,438	-15,681	-15,870	-16,054	-3,016	5,937	10,615	8,854	11,086	11,914	13,708	26,015	15,918	-10,849	7,610	1,751	1,980	2,393	2,683	2,558	2,624	-215	1,495	2,580	4,311	8,026	8,441	9,023	9,464	9,368	9,597	9,685	9,762	9,798	7,991	4,747	4,488	4,314	4,283	4,270	3,926	4,343	4,960	5,151	-1,019	-6,636	-7,836	-8,893	-9,599	-10,286	-10,916	-11,623	-11,770	-11,330	-4,083	-7,306	-6,487	-5,778
Central African Republic	CAF	474	474	474	474	474	474	474	474	474	-80	-3,693	-7,259	-9,634	-9,800	-9,838	-9,895	-33,645	-35,782	-37,874	-39,850	-41,539	-42,872	-43,908	-44,780	-45,591	-46,427	-47,332	-47,428	-31,016	409	1,995	4,381	9,269	9,930	9,496	-12,986	2,697	2,034	4,479	6,284	8,079	-33,006	5,992	-18,097	-16,510	-13,604	-41,282	-30,352	-28,983	-28,899	-43,126	-86,281	-111,764	-112,382	-174,051	-63,045	-52,607	-58,584	-52,954	-36,849	-24,745	-85,646	-17,430	-14,682	-15,357
Cote d'Ivoire	CIV	31,307	36,410	39,670	40,125	40,125	40,125	40,125	40,125	41,198	48,192	58,883	69,728	77,213	78,963	79,445	79,766	12,735	22,452	31,822	40,355	47,031	51,354	53,384	53,646	52,594	50,872	48,233	45,028	53,187	67,324	79,979	92,228	104,006	113,215	120,247	124,501	125,556	124,443	109,961	-42,777	-63,843	-76,679	-90,503	-99,880	-108,869	-117,342	-124,651	-130,079	-150,037	-168,027	-182,689	-200,010	-232,712	-250,964	-23,011	522	18,568	-796	5,395	2,043	-12,390	1,322	26,777	6,002	7,838
Cameroon	CMR	0	0	0	0	0	-39	-96	-148	-204	-286	-367	-439	-473	-466	-377	-237	-19,994	-20,622	-1,282	-12,108	70,589	27,845	-139,974	-37,346	-3,512	-3,604	-3,671	-3,829	-16,016	-11,244	-8,163	-14,520	-13,702	-9,601	-12,028	-12,661	-12,738	-13,842	-12,446	-17,398	-21,221	-19,203	-10,766	-18,568	-19,444	-27,775	-28,528	-10,807	-10,720	-10,203	-9,366	-12,669	-7,523	-6,900	96,599	42,008	13,255	-37,912	-9,184	-12,255	-9,888	-9,888	-4,798	-4,798	-13,892
Congo, Dem. Rep.	COD	27,673	35,654	39,431	41,960	48,207	61,397	54,443	64,307	57,274	46,778	39,116	-5,497	2,840	7,414	3,216	-972	-25,965	-26,355	268,974	181,028	51,685	54,656	97,495	146,095	190,045	118,791	70,988	111,220	101,314	84,415	219,270	86,721	252,666	240,176	1,232,105	-273,434	-777,833	-527,356	295,560	109,761	79,340	26,523	-17,358	-106,731	4,260	20,384	-29,715	-99,742	-82,339	-46,009	8,823	40,891	53,668	121,097	36,966	-17,711	440,748	176,290	-124,246	-144,920	-1,633	-64,639	-14,991	-14,992	-26,968
Congo, Rep.	COG	0	0	0	0	0	0	0	0	0	0	0	0	0	-22	-312	-10,944	-11,971	-12,673	-13,356	-14,378	-14,972	-15,630	-16,664	-18,720	0	182	367	525	22	1,214	-395	1,966	0	10,218	1,850	3,747	1,085	-20,704	10,500	2,470	79,780	-764	-16,140	26,280	25,412	38,337	35,475	31,239	1,774	86,014	12,318	5,262	-26,643	-24,605	-21,598	-18,207	-14,783	-11,601	-8,856	-6,268	-4,472	-4,476	-995	-995	-2,491
Comoros	COM	-1,406	-1,518	-1,667	-1,764	-1,924	-2,261	-1,408	465	592	769	966	1,216	1,461	1,684	1,840	1,986	1,585	1,377	909	468	-344	-999	-1,065	-1,122	-1,259	-1,339	-1,502	-1,687	-1,832	-1,860	-2,141	-3,323	-5,198	-5,196	-5,024	-4,951	-4,805	-4,508	-4,194	-3,490	-2,557	-2,029	-1,925	-4,112	-2,455	-2,760	-3,020	-3,147	-3,294	-3,553	-3,832	-3,897	-3,835	-2,365	-2,667	-2,815	-2,938	-2,920	-2,917	-2,916	-1,766	-1,766	-2,002	-2,002	-2,051
Cabo Verde	CPV	-2,267	49	904	945	1,006	1,093	1,230	1,376	1,521	1,608	172	-4,085	-6,316	-6,410	-6,512	-5,829	-6,389	-6,730	-6,833	-6,875	-5,980	-5,684	-5,629	-5,834	-6,035	-6,192	-6,314	-6,418	-6,474	-5,704	-2,398	-2,924	-3,231	-3,393	-3,299	-3,125	-3,297	-3,211	-3,332	-3,371	-2,772	-2,528	-2,751	-2,898	-2,993	-2,768	-2,408	-2,200	-2,340	-2,618	-5,069	-7,226	-6,779	-6,622	-6,578	-6,226	-6,004	-5,550	-4,679	-4,001	-3,362	0	-1,253	-1,226	-1,209
Djibouti	DJI	886	1,136	1,695	2,257	2,846	3,023	3,014	3,001	3,001	4,995	5,004	6,184	6,690	7,583	9,910	13,029	16,028	17,961	17,788	14,726	10,121	5,502	2,450	2,441	5,452	9,997	14,543	17,545	17,242	33,465	49,970	21,510	-65,203	8,896	-15,756	-3,163	2,652	13,625	10,352	7,046	5,632	7,629	5,022	-5,636	-5,249	-3,779	2,719	1,253	2,148	2,770	2,129	2,090	2,104	2,033	1,900	1,723	1,623	1,535	1,435	1,322	1,300	1,300	500	500	-11
Algeria	DZA	-55,212	-123,928	-112,676	-124,175	-108,798	-142,810	-29,832	-23,983	-23,870	-28,535	-37,058	-35,141	-32,832	-29,938	-27,605	300,482	302,662	5,360	19,317	24,311	32,879	39,043	48,660	61,292	68,774	75,729	64,381	24,933	24,376	-234	1,962	-6,945	44,102	14,289	430	37,817	71,139	87,582	-13,991	-5,657	-16,454	-26,539	-36,255	-39,421	-38,648	-51,345	-44,138	-25,046	-2,101	-4,458	-10,788	-20,108	-26,763	-30,052	-30,064	-27,638	-6,438	-14,403	-27,146	-27,786	-10,798	-10,803	-14,684	-25,963	-31,240
Egypt, Arab Rep.	EGY	-2,954	23,184	25,696	25,109	20,596	17,605	10,089	6,286	-764	-6,703	-35,064	-56,503	-55,282	-55,702	-60,174	-62,368	-115,544	-73,705	-73,664	-64,757	738	4,140	51,229	129,242	122,791	112,411	31,299	58,678	66,147	52,648	406,994	-33,952	74,950	-35,669	-36,738	-38,920	-44,272	-45,599	78,858	22,026	27,873	556	11,205	9,854	-3,044	-37,129	-118,055	-173,021	-192,199	-175,191	-194,100	126,170	-2,626	130,305	-92,801	-193,298	-71,604	-80,000	20,788	7,050	6,016	6,161	13,707	305,006	123,884
Eritrea	ERI	1,045	1,235	1,364	1,368	1,300	1,188	1,063	1,004	1,013	1,199	1,480	1,758	1,953	1,985	1,985	1,985	1,985	1,985	1,985	1,985	1,985	1,985	1,985	1,853	772	-1,073	-1,073	-3,613	-3,612	-7,330	-12,425	-328,546	-22,293	33,688	-25,841	136,105	-52,421	-30,768	-31,951	-3,769	-33,133	41,760	-6,574	76,703	-6,374	-12,835	-49,998	-18,131	17,855	-24,348	-13,361	-32,949	-43,269	-33,974	-75,696	-52,965	-55,431	-38,579	-21,403	-29,818	-14,967	-14,966	-17,134	-15,284	-12,696
Ethiopia	ETH	1,696	6,938	8,960	9,418	10,749	16,348	9,160	14,437	9,992	7,258	8,589	-14,510	-3,375	347	-4,232	-42,540	-36,125	-527,133	-210,991	-711,455	-903,529	628,135	66,702	68,022	137,632	157,476	186,227	251,387	379,966	242,614	296,014	859,737	160,106	141,545	140,715	91,727	41,456	-9,119	-3,011	29,142	-49,891	-19,063	-12,925	-13,744	-25,430	-44,421	-30,512	-381	-20,780	16,315	80,213	116,793	119,517	80,955	103,122	62,785	115,823	71,766	9,302	-10,807	38,866	-1,377	-11,996	-11,996	30,069
Gabon	GAB	0	0	0	0	0	0	0	0	0	2,650	1,882	1,130	639	608	680	792	899	972	990	990	990	990	990	990	990	990	990	990	990	990	990	990	990	1,009	1,110	1,314	1,555	1,786	2,055	2,480	3,086	3,801	4,582	5,434	6,830	8,555	10,382	12,045	13,441	15,277	17,274	18,967	19,973	19,587	16,565	12,041	7,398	4,013	2,886	2,233	1,506	1,503	987	987	1,105
Ghana	GHA	12,181	-48,777	-48,017	-46,516	-43,480	-38,519	-38,143	-35,666	-36,683	-28,752	-10,233	-12,238	-4,589	-1,168	-1,197	-292	-2,528	15,243	18,041	20,291	-13,564	-12,296	7,863	15,276	-105,655	-106,855	-98,099	-84,648	-64,810	-52,293	-46,789	-57,878	-47,736	-49,792	-47,120	-42,558	-37,113	-15,409	-17,564	-17,304	-4,206	36,050	40,573	28,768	34,433	21,272	28,536	32,813	30,506	22,416	-3,726	-720	1,005	-2,377	-6,312	-13,306	7,009	-4,913	-19,375	-21,857	-291	-11,259	-10,003	-10,003	-13,114
Guinea	GIN	0	0	0	0	0	0	0	0	-345	-2,844	-6,906	-11,543	-15,782	-19,065	-22,637	-26,221	-29,220	-31,004	-30,933	-28,770	-25,287	-21,367	-17,920	-15,265	-11,439	-6,965	-2,900	-350	-637	-5,150	107,641	66,718	-3,285	45,616	-8,826	18,021	-4,973	-107,614	-30,903	-46,183	-77,450	-155,020	-33,450	-36,934	-56,036	-71,015	-48,078	-34,311	-32,925	-34,007	-31,327	-29,069	-32,808	-29,136	-22,741	-15,117	-14,189	-13,718	-9,187	-3,240	-4,365	-4,373	-3,997	-3,997	-12,024
Gambia, The	GMB	2,272	2,272	2,272	2,272	2,272	2,272	2,272	2,617	2,705	2,757	2,777	2,817	2,861	2,907	2,610	2,979	3,436	3,969	4,493	4,898	5,268	5,438	5,757	6,713	7,733	8,373	8,934	9,563	10,187	10,765	11,242	11,530	9,182	3,131	-1,586	-2,797	-2,948	-3,098	-3,291	-3,493	-3,670	-3,882	-4,067	-3,713	-3,636	-3,209	-2,666	-2,320	-2,204	-2,259	-2,456	-2,360	-2,332	-2,476	-2,793	-3,224	-3,486	-3,696	-3,944	-4,186	-1,949	-1,949	-3,000	-3,000	-2,989
Guinea-Bissau	GNB	-8,007	-3,575	-3,960	-5,993	-23,936	-19,928	-11,006	1,516	2,769	-11,033	1,123	-13,302	-1,985	-1,985	24,290	28,645	32,113	33,922	32,936	-13,801	-8,086	-8,291	-8,539	-8,729	-8,812	-8,812	-8,748	-8,622	-8,473	-8,296	-8,151	1,621	7,531	8,562	3,174	-4,376	-7,369	-8,176	-8,163	-7,686	-6,971	-6,239	-5,712	-5,487	-5,144	-4,662	-4,142	-3,676	-3,313	-2,821	-2,257	-1,760	-1,442	-1,395	-1,393	-1,393	-1,392	-1,398	-1,396	-1,395	-1,394	-1,395	-1,400	-1,400	-1,712
Equatorial Guinea	GNQ	210	384	528	632	735	837	915	974	565	-2,237	-6,499	-10,760	-13,576	-13,875	-12,983	-11,398	-9,377	-7,131	-4,553	-235	4,903	9,605	12,568	12,766	11,221	8,816	6,317	4,482	3,777	3,545	3,511	3,642	3,867	4,175	4,664	5,300	6,003	6,696	7,307	7,846	26,695	26,919	27,198	27,696	28,578	15,548	16,889	18,433	19,925	21,235	22,027	17,604	17,860	18,106	18,058	17,697	17,107	16,399	15,581	14,695	0	6,493	3,997	3,997	3,891
Kenya	KEN	2,134	4,296	4,521	4,246	4,788	8,524	1,616	5,060	1,611	369	-13,064	-49,671	-48,466	-52,102	-62,973	-71,421	-90,990	-57,493	-60,718	-56,280	-39,920	-52,761	-43,382	-23,905	-33,253	-35,400	-53,183	-48,633	-31,894	-24,949	-11,338	-60,087	-43,085	-61,054	-40,367	-75,506	-79,276	-80,443	-70,023	-13,257	5,407	55,052	10,431	24,175	31,525	5,501	15,767	-11,495	29,612	7,096	-21,069	-44,795	-42,928	-57,634	-72,415	-95,977	-29,728	-68,702	-115,436	-61,949	-17,111	-52,552	-10,003	-10,003	-19,781
Liberia	LBR	1,886	2,115	2,189	2,165	2,189	2,431	1,953	2,177	1,964	1,982	2,285	1,293	2,018	2,272	2,086	2,037	1,246	3,555	3,500	3,500	4,016	2,757	2,530	7,861	7,513	7,487	6,534	6,840	7,734	8,156	-712,544	78,052	56,210	7,300	-121,407	54,372	-37,922	281,480	99,203	53,643	-2,060	7,142	-23,110	-103,564	-1,001	101,019	77,946	65,306	17,404	1,187	2,850	91,981	-25,710	-22,010	-26,690	-15,182	-26,796	-24,807	-23,199	-19,678	-10,107	-11,852	-5,003	-5,002	-7,779
Libya	LBY	22,559	22,504	21,589	18,740	2,084	-15,810	-13,619	-10,384	-6,323	-1,418	745	-4,265	-3,418	20,498	44,946	49,544	53,813	57,867	61,684	64,821	66,739	69,211	-126,400	-140,904	18,039	11,962	5,844	1,740	1,053	981	946	902	843	426	-1,755	-5,068	-8,446	-10,907	-11,479	-10,206	5,634	8,420	10,152	12,073	13,222	11,024	3,351	12,640	15,260	11,670	9,611	-562,827	5,211	25,755	-1,716	-7,660	-5,081	9,208	5,841	-1,352	-694	-694	-2,001	-2,001	3,448
Lesotho	LSO	1,989	2,100	2,172	2,220	2,198	2,239	7,248	9,734	10,108	10,465	10,605	10,563	10,386	10,183	9,972	9,723	2,986	746	1,047	1,285	1,361	1,307	1,281	1,253	1,199	1,222	-7,501	-10,946	-11,028	-11,207	-11,598	-12,114	-12,707	-13,347	-13,953	-14,588	-17,042	-22,396	-23,299	-24,610	-26,220	-27,874	-29,924	-31,723	-33,530	-35,679	-11,416	-5,179	-5,392	-5,599	-5,886	-6,118	-6,425	-6,659	-6,877	-7,087	-6,766	-6,850	-6,892	-6,896	-3,449	-3,449	-6,023	-5,168	-5,107
Morocco	MAR	-19,434	-40,413	-28,071	-56,214	-46,106	-33,139	-26,945	-23,309	-25,267	-24,389	-26,168	-39,385	-47,226	-51,772	-52,927	-51,968	-58,019	-32,161	-30,600	-27,374	-13,899	-22,553	-25,471	-24,988	-39,319	-45,336	-99,905	-104,029	-102,484	-104,509	-97,711	-130,717	-107,911	-121,254	-115,404	-85,386	-95,331	-96,502	-80,286	-74,343	-67,569	-63,967	-67,802	-84,460	-66,749	-59,024	-72,364	-73,759	-78,912	-82,203	-70,510	-67,447	-65,251	-67,096	-72,065	-81,248	-39,302	-60,472	-88,159	-91,217	-35,474	-47,902	-38,594	-39,650	-46,802
Madagascar	MDG	0	0	0	0	-204	-550	-964	-1,383	-1,766	-2,216	-2,658	-3,118	-3,583	-4,037	-4,607	-5,173	-5,655	-5,957	-5,874	-5,126	-4,005	-2,864	-2,093	-1,979	-1,965	-1,947	-1,914	-1,896	-1,883	-1,848	-1,777	-2,330	-2,216	-2,063	-1,905	-1,670	-1,161	-986	-1,222	-1,891	-4,298	-13,014	-18,209	-18,345	-13,393	-4,869	-2,336	-1,563	-1,255	-1,429	-1,979	-2,219	-2,334	-2,445	-2,522	-2,594	-2,687	-2,784	-2,887	-2,976	-1,480	-1,480	-1,487	-1,487	-1,795
Mali	MLI	-10,314	-10,139	-10,821	-11,951	-13,226	-13,662	-17,032	-16,900	-18,015	-18,302	-17,479	-22,127	-19,594	-19,137	-22,449	-26,572	-33,999	-28,853	-31,520	-32,353	-30,156	-34,130	-34,140	-34,132	-47,331	-63,347	-81,970	-90,940	-87,952	-75,771	-68,668	-77,172	-70,789	-68,816	-63,533	-67,763	-67,974	-55,978	-30,255	-21,702	-17,395	-12,507	-8,914	-11,768	-10,796	-17,413	-18,247	-19,945	-24,509	-34,383	-34,483	-43,160	-140,507	-40,951	-50,068	-48,872	-30,251	-33,942	-40,710	-44,373	-14,962	-22,210	-39,951	-39,953	-46,880
Mozambique	MOZ	-54,351	-40,181	-38,504	-37,738	-35,005	-30,538	-31,462	-27,672	-26,872	-24,251	-18,197	11,297	35,023	44,951	51,238	59,562	61,326	91,082	95,859	83,699	-149,650	-58,347	-72,852	-73,899	-70,532	-75,642	-121,350	-441,710	-286,247	-199,509	-127,215	-68,644	-128,960	272,829	938,163	108,751	90,975	-79,732	-74,952	-103,223	-104,476	-105,130	-103,102	-99,484	-100,824	-95,770	-95,333	-100,490	-102,534	-100,625	-97,079	-63,638	-63,131	-57,067	-53,625	-52,374	-43,398	-25,043	-50,224	-49,080	-25,864	-23,103	-34,936	-36,276	-38,940
Mauritania	MRT	-318	-332	-342	-362	-390	-434	-466	-514	-565	-688	-855	-1,014	-1,139	-1,201	-1,321	-1,472	-1,645	-2,999	-2,998	-2,997	-2,997	-2,998	-2,998	-2,998	-2,998	-2,998	-2,998	-2,998	-2,997	-17,941	-3,000	-2,997	34,505	6,217	5,304	-22,997	-28,840	-8,187	-8,504	-2,999	-2,997	-21,067	-18,903	-19,104	-19,042	-18,693	-18,033	-17,048	-3,860	-1,481	1,128	3,272	4,515	-2,987	-2,980	-3,019	-3,008	-3,001	-2,987	-3,019	-1,483	-1,483	2,999	2,999	-2,185
Mauritius	MUS	-7,083	-8,984	-6,107	-5,236	-4,850	-3,597	-4,123	-1,257	-2,445	-674	-1,281	-960	-2,408	-2,144	-4,908	-3,869	-3,807	-3,749	-3,129	-2,363	-1,739	-1,559	-2,226	-1,756	-258	615	852	-300	-1,399	-2,463	-1,938	-1,333	-1,254	-1,189	-1,112	-1,144	-1,092	-1,199	-1,292	-1,463	-2,326	-3,225	-3,150	-3,141	-3,001	-2,840	-2,757	-2,642	-2,589	-2,467	-2,624	-2,465	-3,663	-3,617	-3,691	-3,645	-4,483	-5,322	-5,084	-5,202	-5,895	-4,324	-2,824	-2,824	-2,787
Malawi	MWI	0	0	0	0	0	0	0	0	-924	-2,266	-2,147	-710	48	1,623	3,833	5,162	8,206	19,638	36,225	46,388	52,294	57,376	62,661	68,197	72,435	74,625	62,615	271,693	201,011	180,031	71,111	15,291	37,142	-284,867	-505,365	-66,366	-66,212	-61,646	-39,491	-31,686	-28,098	-28,933	-30,013	-31,729	-32,221	-31,462	-29,450	-22,680	-9,264	-8,590	-9,327	-12,170	-13,561	-12,934	-10,317	-6,471	3,505	982	-3,267	-1,837	-2,655	-2,666	-5,231	-5,811	-1,507
Namibia	NAM	-3,227	-2,807	-2,403	-2,016	-1,660	-1,327	-1,023	-339	-636	-57	-244	-208	-236	-1,066	-744	-553	-5,048	-3,907	-22,827	-4,818	-15,041	-18,901	-889	-481	-267	2,090	3,953	4,559	10,916	75,072	3,969	309	2,487	5,464	5,578	5,712	5,866	6,023	6,180	6,333	5,709	2,869	-1,913	-6,153	-7,192	-8,195	-8,792	-8,905	-8,775	-8,626	-8,518	-4,067	10,957	10,748	11,134	12,755	14,002	16,080	17,920	19,676	27,056	31,327	22,212	11,675	4,211
Niger	NER	-3,641	-2,893	-2,369	-2,289	-2,289	-2,289	-2,289	-2,289	-2,277	-2,245	-2,225	-2,277	-2,525	-2,942	-3,179	-3,254	-3,308	-3,476	-3,494	-3,495	-5,564	-7,559	-8,935	-9,209	-9,208	-6,126	-2,728	-2,338	-1,139	613	73	-1,500	-2,258	-2,269	-959	3,843	-8,057	-13,680	-7,298	-12,037	-8,522	-8,654	-9,550	-8,841	-9,070	-9,700	-10,054	-10,069	-9,847	-9,014	-8,033	-6,941	18,714	-2,543	3,891	17,051	14,833	-6,830	-3,830	-15,778	-4,402	-4,405	995	995	-4,041
Nigeria	NGA	12,131	25,515	27,906	27,115	26,411	32,988	12,513	18,683	9,615	6,912	7,953	-35,639	-12,962	-618	44,281	75,603	72,889	129,075	111,258	137,721	198,672	106,723	101,116	-507,539	113,758	61,514	29,682	64,418	93,510	99,588	135,959	42,760	138,412	90,200	128,134	73,243	84,448	96,885	145,575	97,195	74,535	64,163	69,594	33,857	46,370	-17,146	-12,093	-9,162	-13,646	-18,422	47,966	67,808	71,138	40,201	-19,376	-116,162	75,265	78,685	-76,565	-99,722	-14,497	-86,115	-51,680	-57,936	-35,202
Rwanda	RWA	-13,198	-20,508	-25,594	-25,524	-19,458	-9,774	-1,930	4,655	4,728	2,983	1,149	-4,230	-4,156	-3,862	-4,535	-4,791	-7,027	-11,084	-13,838	-15,669	-16,359	-16,453	-15,818	-14,560	-12,899	-11,031	-8,982	-7,062	-5,285	-2,826	-41,483	-59,519	-12,334	236,110	-2,078,111	439,995	1,367,700	410,106	-129,089	-146,162	-153,588	-152,197	-91,518	-25,355	-31,214	-33,830	-34,008	-32,537	-31,913	-30,128	-29,501	-27,915	-25,260	-16,779	-19,505	-21,862	-24,474	-25,634	-25,323	-24,492	-22,251	-21,492	-9,001	-9,001	-15,582
Sudan	SDN	2,194	3,904	4,387	4,263	4,505	6,367	2,813	4,508	2,776	2,476	4,479	-3,577	2,238	173,143	6,023	62,843	22,147	58,540	177,153	120,613	208,602	96,697	124,007	-54,325	-219,755	-222,315	-245,968	-228,756	-235,213	-241,979	-254,825	-261,341	-271,093	-166,861	-144,324	-144,670	-310,221	-148,368	-150,271	-157,090	-165,030	-173,745	-180,603	-281,001	-185,392	-199,378	-211,387	-201,769	-73,188	-80,159	-339,466	-347,024	-232,196	-194,001	92,504	66,476	84,728	441,623	125,499	-39,491	-65,933	31,664	-26,668	-1,349,998	-544,257
Senegal	SEN	9,337	9,549	9,809	10,371	11,892	13,913	15,849	17,107	17,264	16,887	16,168	15,131	13,852	11,382	3,347	-7,870	-18,716	-35,731	-36,559	-35,022	-32,616	-29,959	-27,672	-26,222	-24,858	-18,644	-12,655	-12,086	-12,036	-12,362	-12,959	-13,783	-14,796	-16,649	-22,633	-31,001	-39,162	-44,506	-45,189	-44,284	-42,854	-41,422	-40,554	-57,213	-59,879	-61,781	-64,254	-66,580	-67,812	-69,239	-69,888	-43,350	-42,978	34,878	36,030	34,387	29,498	29,605	33,567	38,386	33,848	25,519	16,425	-9,999	-10,307
Sierra Leone	SLE	-3,528	-2,947	-2,658	-2,480	-2,308	-1,851	-2,911	-2,819	-3,743	-4,485	-4,957	-8,162	-8,267	-9,322	-11,473	-13,058	-15,686	-12,399	-13,073	-13,095	-11,641	-12,699	-11,379	-8,783	-8,708	-7,873	7,992	9,558	9,470	-5,079	131,587	-238,965	-129,565	-95,476	-77,371	-112,857	-52,110	-48,437	-76,766	-84,926	83,013	227,791	86,578	69,185	23,897	-1,805	-34,052	-6,042	1,182	18,145	7,983	6,895	988	2,773	485	-356	4,657	1,234	-2,741	-2,238	1,292	-1,544	-4,000	-4,000	-11,000
Somalia	SOM	750	1,336	1,496	1,449	1,518	2,142	941	1,498	906	690	1,104	-1,850	-351	143	-495	-1,934	-3,831	2,170	402,005	582,746	65,519	-332,129	6,115	9,505	60,630	62,183	74,424	-17,391	-415,660	-266,281	-248,155	-568,166	-179,675	261,815	-50,921	65,888	-46,291	49,692	55,426	37,548	53,580	40,274	12,603	33,174	17,353	-5,955	-67,200	8,476	-102,035	-101,795	-88,448	-326,192	-51,833	20,723	6,065	-17,178	124,017	38,067	40,844	53,124	77,259	35,506	-92,434	46,217	26,859
South Sudan	SSD	995	1,194	1,386	1,591	1,785	1,591	1,386	1,194	995	786	587	394	193	0	-192	-395	-995	-1,997	-2,998	-3,997	-4,997	-5,994	-6,983	-7,986	-8,984	-9,986	-10,973	-11,976	-97,065	-130,821	12,988	14,327	15,077	15,772	16,407	17,077	17,953	48,280	64,285	70,271	74,227	77,856	82,847	91,951	110,182	132,869	153,926	167,350	165,557	139,129	299,402	194,325	125,771	65,337	-471,523	-159,822	-654,225	-670,477	157,408	65,198	62,935	-154,359	40,259	455,000	15,374
Sao Tome and Principe	STP	-860	-960	-927	-886	-819	-765	-688	-606	-520	-469	-279	-430	-517	-525	-474	-392	-302	-255	-279	-491	-770	-1,067	-1,203	-1,203	-1,041	-828	-614	-470	-465	-571	-727	-1,362	-1,432	-1,527	-1,644	-1,829	-1,974	-2,153	-2,364	-2,594	-2,798	-1,289	-690	-816	-894	-941	-1,031	-1,127	-1,203	-1,328	-1,529	-1,616	-1,739	-1,787	-1,801	-1,809	-1,793	-1,779	-1,757	-1,716	0	-782	-592	-592	-604
Eswatini	SWZ	-2,082	-2,270	-2,390	-2,358	-2,049	-1,578	-1,557	-2,964	-3,029	-3,127	-3,230	-3,325	-3,435	-3,555	-3,665	-3,794	-3,469	-2,838	-3,040	-3,210	-3,350	-3,464	-3,574	-3,429	-3,949	1,792	1,353	2,417	14,879	5,477	7,169	7,496	6,011	-6,692	-48,259	-3,023	-3,049	-5,911	-8,505	-8,421	-8,563	-8,788	-9,209	-9,595	-9,863	-10,330	-10,923	-9,271	-9,822	-10,989	-11,334	-11,596	-12,294	-12,664	-12,724	-12,582	-12,481	-8,658	-8,546	-8,439	-4,242	-4,242	-8,549	-8,549	-6,754
Seychelles	SYC	-180	-153	-128	-107	-74	-20	-94	-15	54	43	69	102	266	327	174	259	472	140	-587	-509	-587	-565	-357	-439	-493	-458	-487	-363	-196	-206	-228	-342	-289	-316	-231	-171	-266	-11	512	491	461	509	425	316	317	214	264	173	105	105	740	1,551	1,538	1,717	1,742	1,719	1,682	1,693	1,733	1,770	1,726	2,086	1,788	1,809	1,747
Chad	TCD	-672	-760	-890	-1,228	-2,518	-4,384	-6,283	-7,771	-8,396	-8,714	-8,931	-9,153	-9,526	-10,737	-15,686	-22,768	-29,755	-34,318	-34,856	-9,974	-210,126	-13,232	217,242	247	-164,489	-30,686	42,093	23,220	16,085	4,924	-58,884	112,492	6,013	-146,386	986	152,232	1,259	3,631	2,232	17,175	-3,845	3,484	20,400	105,140	110,387	19,281	23,052	-11,339	36,446	9,108	10,427	29,256	9,514	51,887	20,842	-48,918	21,540	16,916	46,661	-29,451	36,605	74,509	36,670	496,830	204,040
Togo	TGO	-13,868	-14,858	-15,486	-14,361	-6,214	6,104	18,418	26,576	26,860	20,613	10,865	482	-7,661	-11,555	-14,483	-16,973	-18,832	-19,856	-19,163	-13,519	-4,993	3,519	9,163	9,740	7,897	1,242	-436	848	-17	0	44	-51	-122	-291,022	88,992	57,406	40,915	11,898	12,362	11,125	4,715	-1,703	-5,973	-2,793	-1,005	-4,437	21,724	4,813	14,303	-1,985	-1,964	-1,968	-1,983	-1,976	-1,976	-1,976	-1,979	-1,985	-1,985	-1,985	-986	-986	-1,997	-1,997	-14,014
Tunisia	TUN	-61,334	-61,369	-61,260	-60,505	-59,602	-49,751	-27,393	-19,155	-9,848	-10,049	-10,054	-9,949	-9,790	-9,606	-9,254	-8,765	-15,499	-13,910	-26,968	-23,688	-19,321	-24,242	-29,559	-37,895	8,109	2,887	3,464	3,711	3,934	4,100	4,183	16,021	15,124	10,771	-4,271	-8,095	-5,506	-4,756	-4,111	-3,452	-5,937	-7,235	-8,334	-12,459	-23,735	-26,361	-24,098	-21,190	-17,742	-13,512	-14,168	-21,935	-26,059	-17,020	-26,586	-25,229	-23,827	-22,365	-21,012	-19,612	-19,188	-9,190	-14,001	-14,001	-15,221
Tanzania	TZA	1,946	8,338	3,916	4,333	9,090	4,742	5,049	5,265	34,455	37,006	38,635	41,900	57,489	48,363	51,127	53,290	54,875	49,997	27,307	-4,792	-42,588	-42,485	-37,883	58,161	-26,938	86,864	24,101	94,498	-71,012	-71,268	-80,529	-91,851	-83,825	288,004	349,348	-109,971	-473,007	-13,400	-105,184	-4,489	-9,701	-125,375	-118,047	-127,101	-126,490	-128,251	-128,231	-126,793	-184,816	-324,478	-122,020	-84,546	-49,875	1,241	-21,083	201,495	152,194	119,142	-55,444	-63,602	-18,587	-7,704	-37,557	-39,388	-29,865
Uganda	UGA	-7,586	-7,893	-6,470	-3,058	-3,169	-3,716	-3,021	-3,773	-3,214	-14,548	-25,646	-42,642	-86,409	-73,439	-51,910	-47,359	-42,259	-37,671	-34,606	-98,863	-105,900	-83,010	-53,497	-45,776	-8,818	-42,942	-19,485	-22,415	-20,113	-12,576	-21,688	3,643	24,723	18,349	-16,198	-242,378	-22,795	-155,461	6,277	-39,695	-52,824	-95,956	-35,149	-96,429	-138,770	-151,386	-156,232	-154,773	-158,790	-164,553	-168,322	-173,005	-175,936	-176,579	-92,273	-62,366	123,379	92,879	60,724	107,210	43,464	43,464	-118,843	-126,181	-117,924
South Africa	ZAF	18,891	57,728	69,771	72,844	76,298	82,514	77,417	81,932	78,932	73,225	61,514	32,961	38,163	41,125	38,518	38,809	27,333	63,739	62,121	56,323	258,127	279,985	293,195	310,172	290,789	244,940	234,378	231,009	246,382	255,605	259,718	-39,131	-71,342	194,977	-268,849	-98,403	-193,007	-98,181	-82,722	-126,011	-136,794	-60,793	50,313	65,604	58,924	31,286	33,159	36,339	36,869	41,528	68,563	65,166	264,091	232,230	272,697	641,150	-879,235	343,146	318,260	331,124	369,901	458,246	233,284	228,222	166,972
Zambia	ZMB	-3,898	-4,043	-4,428	-4,676	-4,851	-5,023	-5,129	-5,298	-5,447	-11,469	-31,370	-31,651	-31,672	-31,472	-31,178	-30,886	-30,612	-30,423	-30,284	-29,515	-24,664	-16,072	-3,676	-11,849	-18,652	-18,474	-16,610	-26,338	-31,270	-36,736	-38,619	-44,203	-43,656	-47,739	-45,504	-45,423	-38,358	-26,276	-26,796	-16,888	-4,338	23,582	3,206	20,845	7,819	35,316	29,517	49,945	39,249	44,867	22,761	13,569	8,958	15,542	16,574	16,261	25,860	25,789	18,431	18,385	8,156	8,143	-8,566	9,521	7,381
Zimbabwe	ZWE	-8,260	-8,204	-8,529	-8,936	-9,631	-10,465	-11,211	-11,814	-11,997	-12,028	-24,102	-22,719	-20,959	-18,733	-16,105	-28,988	-32,495	-89,270	-170,727	-67,937	390,593	11,523	32,899	4,456	5,124	4,718	6,154	21,308	11,327	3,736	4,948	3,749	75,788	-243,947	-174,723	-45,428	978	395	6,645	-86,343	-165,181	-139,361	-101,212	-96,667	-127,550	-134,212	-57,257	-118,299	-113,858	-108,689	-108,671	-108,714	-177,061	-176,972	-177,029	-162,220	-140,181	-128,241	-117,758	-103,107	-89,440	-74,623	-102,828	-97,380	-60,528

Net Migration Africa | Africa (World Bank)

Size category: n<1K - Formats: csv - Sector: climate_environment - Engineered by Electric Sheep Africa

TL;DR

This dataset is part of the Electric Sheep Africa catalog on Hugging Face. It is indexed for African data discovery with standardized metadata, loading guidance, provenance notes, and analyst-oriented context.

What This Dataset Covers

Public datasets help analysts inspect structured evidence, build reproducible workflows, and compare patterns across domains.

Dataset context from the existing Hugging Face card: Africa Net Migration Dataset Overview This dataset contains net migration data for African countries from the World Bank. Data Details Indicator Code: SM.POP.NETM Description: Net Migration Geographic Coverage: 54 African countries Time Period: 1960-2024 Data Points: 3,510 observations Coverage: 100.00% of possible country-year combinations File Formats Main Dataset (sm_pop_netm_africa.csv) Rows: 54 countries Columns: 65 years… See the full description on the dataset page: https://huggingface.co/datasets/electricsheepafrica/Net-Migration-Africa.

Dataset Profile

Field	Value
Hugging Face repo	`electricsheepafrica/Net-Migration-Africa`
Sector	climate_environment
Topic tags	Migration, climate, biology
Modalities	`tabular`, `text`
Formats	`csv`
Size category	`n<1K`
Countries	Africa-wide or source-defined African coverage
ISO3 coverage	`not declared`
Last modified on HF	`2025-08-19 17:18:39+00:00`
Inventory snapshot	`2026-07-16T16:00:34Z`

How To Read This Dataset

Start from the repository files and the dataset viewer when available.
Treat the README context as a fast orientation layer; confirm variable definitions and units in the data files before modeling.
Use explicit country columns when present. When geography is only implied by the title or source metadata, document that assumption in downstream analysis.
Preserve missing values until you have a defensible imputation rule.

Usage

from datasets import load_dataset

ds = load_dataset("electricsheepafrica/Net-Migration-Africa")
print(ds)

split_name = next(iter(ds))
table = ds[split_name]
print(table.features)
print(table[:3])

Convert To Pandas When Tabular

from datasets import Dataset

first_split = ds[next(iter(ds))]
if isinstance(first_split, Dataset):
    df = first_split.to_pandas()
    print(df.head())

Data Quality Notes

This card was standardized from the Electric Sheep Africa Hugging Face metadata inventory.
Exact schema, row counts, and source files should be inspected in the repository data files.
Metadata gaps from the inventory: country, upstream_publisher.
Do not infer policy meaning from labels alone; confirm definitions, units, and methods in the source material.

Source And Provenance

Source context: World Bank
Publisher/source attribution: World Bank open data
License: gpl
Hugging Face URL: https://huggingface.co/datasets/electricsheepafrica/Net-Migration-Africa
Inventory retrieved at: 2026-07-16T16:00:34Z

Suggested Analyses

Inspect schema and missingness before modeling.
Profile variables by geography, time, and subgroup columns where present.
Join with other Electric Sheep Africa datasets using explicit country, year, and indicator fields when available.
Build reproducible notebooks that cite both the original source context and the Electric Sheep Africa Hugging Face repo.

Citation

@misc{electric_sheep_africa_net_migration_africa_2026,
  title        = {Net Migration Africa | Africa (World Bank)},
  author       = {World Bank open data},
  year         = {2026},
  url          = {https://huggingface.co/datasets/electricsheepafrica/Net-Migration-Africa},
  publisher    = {Hugging Face Datasets, engineered by Electric Sheep Africa},
  howpublished = {\url{https://huggingface.co/datasets/electricsheepafrica/Net-Migration-Africa}}
}

License

Released under gpl.

Original source rights remain with the original publisher or data provider. Electric Sheep Africa engineering standardizes discovery metadata, documentation, and usage guidance for analysis on Hugging Face.

About Electric Sheep Africa

Electric Sheep Africa publishes ML-ready African public datasets on Hugging Face.

Provenance: metadata-backed README standardized 2026-08-12 by the Electric Sheep Africa README system. Inventory source: catalog/esa_metadata_inventory/master_metadata.jsonl.

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