Datasets:

electricsheepafrica
/

Africa-Employment-in-agriculture-male-percentage-of-male-employment-modeled-ILO-estimate

Country Name stringlengths 4 24	Country Code stringlengths 3 3	1960 float64 2.57 87.2 ⌀	1961 float64 2.57 87.2 ⌀	1962 float64 2.57 87.2 ⌀	1963 float64 2.57 87.2 ⌀	1964 float64 2.57 87.2 ⌀	1965 float64 2.57 87.2 ⌀	1966 float64 2.57 87.2 ⌀	1967 float64 2.57 87.2 ⌀	1968 float64 2.57 87.2 ⌀	1969 float64 2.57 87.2 ⌀	1970 float64 2.57 87.2 ⌀	1971 float64 2.57 87.2 ⌀	1972 float64 2.57 87.2 ⌀	1973 float64 2.57 87.2 ⌀	1974 float64 2.57 87.2 ⌀	1975 float64 2.57 87.2 ⌀	1976 float64 2.57 87.2 ⌀	1977 float64 2.57 87.2 ⌀	1978 float64 2.57 87.2 ⌀	1979 float64 2.57 87.2 ⌀	1980 float64 2.57 87.2 ⌀	1981 float64 2.57 87.2 ⌀	1982 float64 2.57 87.2 ⌀	1983 float64 2.57 87.2 ⌀	1984 float64 2.57 87.2 ⌀	1985 float64 2.57 87.2 ⌀	1986 float64 2.57 87.2 ⌀	1987 float64 2.57 87.2 ⌀	1988 float64 2.57 87.2 ⌀	1989 float64 2.57 87.2 ⌀	1990 float64 2.57 87.2 ⌀	1991 float64 2.57 87.2 ⌀	1992 float64 2.54 87 ⌀	1993 float64 2.54 87.4 ⌀	1994 float64 2.52 87.1 ⌀	1995 float64 2.5 87.3 ⌀	1996 float64 2.49 87.7 ⌀	1997 float64 2.46 87.5 ⌀	1998 float64 2.42 87.2 ⌀	1999 float64 2.36 87 ⌀	2000 float64 2.32 86.7 ⌀	2001 float64 2.27 86 ⌀	2002 float64 2.21 85.4 ⌀	2003 float64 2.15 85.2 ⌀	2004 float64 2.1 84.9 ⌀	2005 float64 2.06 84.6 ⌀	2006 float64 2 83.9 ⌀	2007 float64 1.95 83.2 ⌀	2008 float64 1.89 82.4 ⌀	2009 float64 1.84 82 ⌀	2010 float64 1.79 81.2 ⌀	2011 float64 1.73 80.4 ⌀	2012 float64 1.67 79.5 ⌀	2013 float64 1.62 78.7 ⌀	2014 float64 1.57 77.8 ⌀	2015 float64 1.52 78.2 ⌀	2016 float64 1.47 78.1 ⌀	2017 float64 1.42 78.2 ⌀	2018 float64 1.38 78 ⌀	2019 float64 1.34 77.7 ⌀	2020 float64 1.35 78 ⌀	2021 float64 1.33 77.9 ⌀	2022 float64 1.29 77.7 ⌀	2023 float64 1.26 77.6 ⌀	2024 float64 1.26 77.6 ⌀
Angola	AGO	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.310676	31.640733	32.103812	31.985682	31.158953	30.517396	30.125797	29.862356	29.622367	29.372044	29.167126	28.535483	28.343618	28.267798	30.456537	33.168817	35.67543	38.353616	41.118978	41.05452	42.555033	43.645913	44.764084	46.149839	46.193178	46.619579	46.731314	47.049605	47.326515	49.810523	52.136835	52.03164	52.029964	52.029964
Burundi	BDI	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.801824	86.8355	86.681272	86.691218	87.348895	87.670024	87.543328	87.190007	86.963198	86.676632	85.999301	85.389781	85.208561	84.925338	84.643534	83.932744	83.235266	82.413015	81.97706	81.249206	80.364313	79.507761	78.651339	77.818227	78.214867	78.109864	78.164022	77.965186	77.727775	77.96409	77.90319	77.728559	77.601865	77.601865
Benin	BEN	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.903391	60.745648	60.504955	60.538545	59.994725	59.685404	59.236286	58.914621	58.452428	57.899362	57.197493	56.668736	56.160543	55.540047	55.306425	54.750478	53.937536	53.233235	52.608772	52.173856	50.821297	50.299799	49.367622	48.236152	47.594788	46.776648	45.389343	44.011463	42.547843	42.532207	41.999871	41.248848	40.56478	40.56478
Burkina Faso	BFA	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.70321	56.735923	56.53741	56.568915	56.097291	55.116223	54.490628	53.72317	52.670916	52.397078	51.3992	50.773001	49.653396	49.009399	47.724658	46.744578	46.096278	45.284987	44.802346	43.540618	42.575658	41.599796	40.701623	39.955326	39.334059	38.333329	37.341438	36.263223	35.281952	35.457088	35.108289	33.618133	33.618752	33.618752
Botswana	BWA	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.254563	19.040046	18.983827	18.91208	18.544329	18.385692	21.928069	26.222517	24.126762	22.073177	22.762581	25.231195	27.926279	30.276141	32.24014	33.74625	31.983243	30.302825	29.069846	27.909332	26.887891	26.197479	24.842021	23.923168	23.64973	22.676103	21.80882	20.950712	20.071398	24.325456	23.391792	24.727674	26.445957	26.445957
Central African Republic	CAF	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.148325	72.543867	72.658715	72.498773	72.20245	72.589185	72.343802	72.081586	71.650001	72.098286	71.793355	71.45517	72.408516	71.795402	71.765545	71.295243	70.812839	70.602314	69.535352	68.87988	68.403117	67.620629	70.236398	70.09678	69.38506	68.757267	68.139811	67.636518	67.233021	67.480304	67.257691	66.915362	66.897967	66.897967
Cote d'Ivoire	CIV	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.996259	57.818076	57.621785	57.326913	57.033984	56.672493	56.113293	55.752951	55.270397	55.029929	54.961251	54.862089	54.850693	53.99639	53.404437	52.935446	52.423713	51.878207	51.167335	50.603689	50.366307	49.172679	48.139494	47.717754	47.422961	46.905154	46.340017	48.48373	50.544912	51.016052	50.862369	50.542844	50.047308	50.047308
Cameroon	CMR	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.766933	65.813368	65.837302	65.77644	65.564773	65.288196	64.965984	64.543131	64.03619	63.45154	62.899484	61.277473	59.736283	58.235604	56.921851	55.529769	54.084912	52.591026	51.079241	49.605389	47.850825	46.122882	44.36216	42.642637	42.409218	42.151268	41.904287	41.657634	41.453345	41.861151	41.611436	41.717729	41.231371	41.231371
Congo, Dem. Rep.	COD	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	58.754432	59.499681	60.543921	61.320477	61.607924	61.909589	62.767725	63.193709	64.152995	65.98035	66.556482	66.254217	65.392719	64.37752	63.683798	63.43864	62.71188	61.603773	60.850114	59.057153	57.062572	54.981574	53.439792	51.845366	50.716366	50.253325	49.653292	48.694511	48.049274	48.218957	47.894008	47.442055	46.793686	46.793686
Congo, Rep.	COG	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.75772	44.612044	44.450501	44.420399	44.176728	43.801725	43.611158	43.249763	42.867456	42.04163	41.302872	40.719733	40.119786	39.455656	38.742241	37.784762	37.394329	36.587214	35.559198	34.647465	34.034981	33.179565	32.755384	32.133738	31.701733	31.713474	31.70583	31.581639	31.197013	31.580128	31.294811	30.845757	30.433559	30.433559
Comoros	COM	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.931648	55.535308	55.411665	55.727822	55.469869	55.53793	55.10452	54.882237	54.544908	52.918849	52.412015	51.853627	51.292888	50.63931	49.592822	48.65185	47.987332	46.757813	45.416501	44.272821	43.010774	41.801094	40.422028	39.155455	38.873083	38.244621	37.43102	36.672854	36.019551	35.83114	35.020845	34.897558	34.236971	34.236971
Cabo Verde	CPV	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.870422	39.228045	38.693083	37.846309	36.950956	36.061897	35.009956	33.926579	33.037868	31.717056	30.708153	29.560357	28.579981	27.348489	26.207349	25.089458	23.761941	22.801639	22.27103	21.787742	21.281399	20.916198	20.489225	19.988076	19.432582	18.825382	18.003166	16.021165	14.655651	14.886941	14.609254	14.065291	13.748567	13.748567
Djibouti	DJI	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.566587	2.538703	2.538534	2.516758	2.502155	2.489798	2.455529	2.420872	2.360997	2.31543	2.268342	2.208487	2.151945	2.102225	2.05994	2.000193	1.94793	1.887888	1.837916	1.792731	1.730977	1.674072	1.623197	1.571483	1.518807	1.465925	1.423283	1.381655	1.342534	1.350877	1.333627	1.287788	1.259099	1.259099
Algeria	DZA	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.552172	25.403472	25.294738	25.17788	24.979555	24.767866	24.4918	24.110671	23.89952	23.620089	23.064965	23.195415	23.33172	23.068615	21.270962	19.680974	17.977313	16.425783	14.870097	13.433828	12.175035	12.09949	11.973089	10.90885	9.939687	9.572945	11.328856	11.162141	10.84133	11.020702	10.98141	10.62787	10.425968	10.425968
Egypt, Arab Rep.	EGY	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.650044	34.509109	32.466271	32.151906	31.95522	29.019936	29.227872	28.538364	27.953787	27.403833	27.732304	27.513712	27.810522	28.602692	27.331529	28.372609	27.6754	28.140681	25.848275	24.631915	25.647373	24.417084	24.075083	23.38773	22.011152	22.058585	21.794308	21.747405	21.114794	20.536693	19.349191	19.266764	19.055065	19.055065
Eritrea	ERI	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.59245	67.356821	66.634583	65.826678	65.82816	65.474905	65.000741	64.292713	63.876326	63.651443	62.949211	62.732879	63.185137	63.379825	63.437793	63.427815	63.056728	64.178709	63.598834	63.051665	61.842638	61.347544	62.539795	59.900885	61.628389	60.297524	61.473051	59.526492	58.775106	59.156463	58.839348	58.518974	58.07734	58.07734
Ethiopia	ETH	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.441843	84.980855	84.486993	84.405826	84.210926	83.585032	83.609114	84.058895	83.76257	83.402307	82.846195	82.881832	83.424572	82.427501	82.062111	81.377186	80.664289	80.037955	79.723417	78.72657	77.911864	77.831152	77.286775	76.415384	75.446961	74.569843	73.404172	72.626361	71.698101	71.190805	70.080667	69.839769	69.143624	69.143624
Gabon	GAB	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.980701	30.937601	30.529775	30.293982	29.832541	29.43361	28.904982	28.251771	28.785167	28.803437	28.111743	27.892739	27.553758	27.373367	27.134643	27.107128	26.543653	26.680402	26.365819	25.953157	25.36151	24.82426	24.328724	23.90743	23.519975	23.227976	23.066819	22.931597	22.54594	22.867576	22.578523	22.127302	21.919709	21.919709
Ghana	GHA	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	68.073588	67.095812	66.045901	65.158136	64.160417	63.257185	62.018265	60.998808	59.912808	54.234477	54.99933	55.748595	56.548209	57.332755	57.981339	58.692539	55.634846	52.483193	49.260348	45.820611	46.685365	47.791799	48.824541	45.696361	42.009577	43.586907	44.631294	43.783105	42.942016	42.850208	42.281319	41.187712	40.640246	40.640246
Guinea	GIN	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.523621	70.520239	70.22781	69.998791	69.648086	69.310702	68.890984	68.633688	68.093206	67.825012	67.36276	66.454509	66.576887	66.313065	65.90396	65.675554	64.897961	64.349564	64.417156	63.749929	63.027152	62.275239	61.739969	61.212892	60.763643	59.231771	57.694893	56.791865	55.967888	56.308134	55.907596	55.45407	54.895068	54.895068
Gambia, The	GMB	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.632018	32.468481	32.210288	32.102193	31.875823	31.591213	31.012758	30.597072	29.512411	28.647654	27.613336	28.051685	26.879994	25.740007	25.966413	26.215334	25.967445	24.819883	23.783543	22.895339	24.148789	23.452506	22.993945	23.151472	22.407341	22.051813	21.624908	20.676495	19.769241	19.867189	19.425247	19.041166	17.836619	17.836619
Guinea-Bissau	GNB	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.625643	57.431415	57.359575	57.208829	56.918941	56.05313	55.533393	57.148027	56.971213	56.23384	56.094198	55.998243	55.893536	55.529667	54.89576	54.702667	54.278985	53.866517	53.353196	52.559941	51.58385	51.796972	51.477303	51.110512	50.167459	49.339082	48.31044	48.079703	47.284947	47.683401	47.35497	46.869363	46.340521	46.340521
Equatorial Guinea	GNQ	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.663268	61.584143	60.407134	61.251337	59.904624	59.117395	58.045466	56.640898	57.014158	56.695356	55.63226	54.555129	54.021865	52.761291	51.903707	51.303125	50.492587	49.657118	49.542269	50.24454	49.957657	49.540883	49.881246	50.067136	50.499835	51.039974	51.712823	51.557872	51.834322	52.366795	52.19247	51.928628	52.075228	52.075228
Kenya	KEN	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.630514	38.536578	38.402241	38.141969	37.876646	37.515093	37.258318	36.915464	36.592641	36.688633	36.461917	36.340208	36.188742	35.958936	35.645288	35.271261	34.930051	34.890357	34.84078	34.517987	34.288474	33.931158	33.604071	33.197201	32.912404	32.589712	32.373818	31.961165	31.701453	31.94107	31.526371	31.054439	30.539261	30.539261
Liberia	LBR	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	54.968429	55.056661	55.095605	55.414072	54.845281	54.526764	54.019787	53.138618	52.583219	52.221812	51.231105	50.76378	54.043767	53.542341	52.971661	52.000005	50.702091	49.587435	48.518687	47.160261	45.537745	43.811941	41.857865	41.10454	40.456209	39.902688	38.582575	37.753661	37.873157	38.144596	37.786439	37.30524	36.720159	36.720159
Libya	LBY	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.650582	13.675728	13.822597	13.674883	13.951426	13.781734	13.815595	13.691189	13.75683	13.460629	13.390348	13.4552	12.884848	12.567255	12.004709	11.617186	11.181593	11.118337	11.044563	10.757064	9.975833	10.375005	10.615919	10.813133	10.524959	10.494371	9.888193	9.649523	9.815324	10.007316	9.889966	9.628647	9.497666	9.497666
Lesotho	LSO	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.652672	55.396525	55.096653	54.661724	54.611615	54.291421	53.876614	53.072951	52.210584	50.9802	49.707479	48.580206	47.067862	45.867855	44.28852	42.858931	40.798033	39.295228	39.512928	39.362408	39.262696	38.949367	38.96172	38.935765	38.817087	38.640745	38.870514	38.930992	38.569237	39.129794	38.86176	38.236379	37.821761	37.821761
Morocco	MAR	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.782601	45.391387	45.112837	44.640054	44.367157	43.909399	43.388545	42.820583	42.140985	41.336215	40.63596	40.258586	39.618037	40.90711	40.018396	37.132033	35.319668	34.122566	33.495294	32.899322	32.515793	32.260314	31.197055	30.381105	29.716598	28.943382	28.223821	27.518301	26.774705	26.68917	25.955127	24.415765	24.61167	24.61167
Madagascar	MDG	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.023699	78.02161	78.001483	78.067299	78.104186	78.13455	77.983494	77.817082	77.595999	77.455927	77.3138	79.888888	80.137337	80.76314	81.478313	80.080015	78.41552	76.970008	76.375401	75.019216	73.47922	71.638327	73.297423	74.800118	76.051678	75.386254	74.670546	73.818832	72.895334	72.693985	72.067093	71.026408	70.192835	70.192835
Mali	MLI	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.493718	70.679313	70.512675	70.273433	70.24336	69.709108	69.317953	68.644762	68.195193	68.218113	66.615172	66.308971	65.319688	65.311509	64.942995	64.832296	66.133391	67.175778	68.214161	69.088769	70.06647	71.546215	72.401136	67.158878	62.541244	66.158483	63.897163	62.64519	65.997068	69.638392	69.603677	69.514728	69.381338	69.381338
Mozambique	MOZ	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.519697	77.923344	77.360792	77.098152	77.08376	76.348786	75.434746	74.536629	73.355845	73.324964	71.764026	70.024046	69.105164	68.394473	68.025549	67.078724	66.399647	65.817185	65.303591	64.736784	63.970128	63.238566	62.477272	61.828936	61.092115	60.460829	60.46268	60.089085	59.81142	60.038069	59.663713	59.447842	58.881079	58.881079
Mauritania	MRT	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.98173	51.883752	51.680203	51.628655	51.353784	51.067231	50.911462	50.446667	50.176969	49.955031	49.473285	48.747682	47.883531	46.975879	45.911665	44.697837	44.093718	43.387881	42.595644	41.729445	40.850021	40.000812	39.180212	38.349493	37.540861	36.953885	36.121945	35.982535	35.509169	35.70513	35.413965	34.865878	34.253715	34.253715
Mauritius	MUS	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	16.036662	15.173691	14.894401	14.657033	15.330139	13.902693	13.571216	12.937653	12.385357	12.705392	12.141932	11.686209	12.870618	10.947772	10.541489	10.531487	10.088517	9.89222	9.510668	9.206945	8.482325	8.359561	8.018991	8.287091	8.647598	7.897888	8.153219	7.467765	6.671085	6.621281	6.774054	6.780809	6.620637	6.620637
Malawi	MWI	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	69.888821	70.355785	69.823952	70.387288	69.428458	68.88021	68.556107	68.19885	67.920676	67.7981	68.613164	68.501294	67.7841	67.133498	66.774078	66.370802	65.269274	64.492413	63.323607	62.442536	61.890824	61.59891	60.875443	60.139512	59.775171	59.430835	58.854796	58.228121	57.427226	57.876286	57.336329	56.990194	56.865067	56.865067
Namibia	NAM	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.925096	44.25761	44.433325	44.344553	42.134014	39.98507	37.766109	36.265843	34.627724	32.998646	33.527751	33.704203	33.754829	33.766783	33.838025	33.448287	32.944455	33.049342	33.104547	32.911473	30.552153	28.052446	31.92703	28.42781	25.162937	21.993511	23.193084	24.141369	23.806877	24.063259	23.847826	23.41539	23.267824	23.267824
Niger	NER	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.534733	82.530775	82.582324	82.614115	82.599254	82.686351	82.709031	82.194622	82.336784	82.597682	82.177201	81.93002	81.923301	82.085004	81.645952	81.289777	81.174079	80.686135	80.719133	80.186654	80.154044	75.897394	75.617189	75.05579	74.860374	74.671552	74.484122	74.039778	73.680537	73.959151	73.754974	73.501137	73.600229	73.600229
Nigeria	NGA	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.812505	56.585572	56.509696	56.37821	56.233481	55.969886	55.670675	55.230619	54.693786	53.80546	53.195257	53.20678	52.073581	50.464382	50.254636	49.964982	49.700571	49.442486	49.125953	48.476681	47.926861	47.557146	47.088275	46.79248	46.604732	46.498865	46.312413	46.05901	45.634879	45.435559	44.539273	42.805642	42.327203	42.327203
Rwanda	RWA	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	87.159031	86.989857	87.379104	87.091825	85.966798	86.643389	86.916488	86.505355	85.839875	84.889748	84.007109	82.689559	82.040168	81.00867	79.665772	78.116535	76.517114	74.692059	73.210524	71.582666	69.877801	68.026719	63.786832	59.11953	53.844981	48.792612	43.537764	40.128604	38.745621	41.183414	47.881812	46.687969	46.229069	46.229069
Sudan	SDN	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	49.197997	48.454184	47.613308	46.960649	46.47448	46.120415	45.541754	45.194396	44.846554	44.234568	44.028953	44.015942	43.485811	42.830124	42.479889	41.709307	42.470214	41.645572	40.93113	40.696791	39.259043	39.936959	39.646996	39.529929	39.357286	38.297641	37.974252	37.707861	37.890313	38.342136	38.363593	37.786701	37.786701	37.786701
Senegal	SEN	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.840066	53.734147	53.608362	53.549419	53.127169	52.903137	52.59357	51.960345	51.165571	50.516464	49.729995	48.182973	45.828506	43.575766	41.307366	39.174202	41.408689	42.25528	42.424294	42.159729	41.901354	41.463824	40.413988	37.71141	33.935265	36.920291	31.313519	25.588287	26.06797	26.178019	25.613798	24.943374	24.583475	24.583475
Sierra Leone	SLE	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.323761	69.616176	69.232084	69.054978	69.266722	68.792767	69.035354	68.524365	68.205722	67.285245	68.454607	64.920774	63.98918	65.698418	65.927493	66.028934	65.531008	65.381302	65.551231	65.016115	64.523156	62.696217	60.569097	59.493012	58.494488	54.137463	50.057359	46.865211	45.279344	45.252221	44.734564	44.246613	43.78015	43.78015
Somalia	SOM	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	32.105644	31.584377	31.527147	32.187533	32.309607	32.259162	32.53954	32.557761	32.550788	32.535434	32.864787	32.780734	32.570844	32.410308	32.23321	31.886889	32.546608	31.96091	31.244195	30.542277	29.591707	29.124561	28.703265	28.081429	27.232554	26.780737	26.092492	25.90049	25.664836	25.831234	25.698305	25.256087	25.064591	25.064591
South Sudan	SSD	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.711329	52.38118	52.055943	51.961418	51.689955	51.354642	50.507999	50.03625	49.69843	49.319685	48.850748	48.456757	48.092015	47.813597	47.498938	47.106783	46.742698	46.570725	46.477109	46.574119	47.918866	48.786162	47.446183	46.586284	46.79323	47.504198	47.567324	47.31706	46.596416	46.902146	46.563842	46.270409	46.11528	46.11528
Sao Tome and Principe	STP	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.767018	25.444903	25.237104	24.891824	24.710772	24.308717	23.788546	23.356307	22.67828	22.111208	22.525704	21.921388	21.198524	20.299941	19.53125	18.807083	18.229639	17.024283	16.65085	15.813444	15.334988	14.963179	14.409585	13.957964	13.608216	13.647164	12.976932	12.465555	12.242249	12.364929	12.235278	11.951609	11.796733	11.796733
Eswatini	SWZ	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	22.231808	21.93405	21.577536	21.432611	21.175941	20.877677	20.510399	20.293889	20.082627	20.10185	19.839944	19.574759	19.210739	18.700221	18.447257	18.110718	17.757846	17.355185	16.977309	16.676136	16.347095	16.052545	15.742669	15.434801	15.15265	14.852024	15.199952	15.617905	16.041154	16.839322	17.320931	17.411833	17.181757	17.181757
Seychelles	SYC	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null	null
Chad	TCD	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	80.224856	79.729413	81.044206	80.034691	80.183973	80.20203	79.742234	79.214679	79.438101	79.682122	78.593427	77.866074	76.375589	74.237037	72.494008	72.589015	72.312565	72.139976	71.88497	70.344418	70.76894	69.949112	69.434428	68.884741	68.861001	69.928412	70.554708	70.092731	69.882234	70.065347	69.8666	69.604151	69.237928	69.237928
Togo	TGO	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.540505	65.698652	66.032479	65.070405	64.684123	64.133981	63.101746	63.081521	62.822599	62.842516	62.753225	62.305777	61.19942	60.865742	60.932595	59.723653	56.749695	53.177474	49.129687	45.526523	42.295396	42.414935	42.665499	42.864982	42.94684	40.912926	38.666514	37.686604	36.527692	36.662005	36.334676	35.806139	35.215152	35.215152
Tunisia	TUN	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	23.006105	22.618207	22.271572	21.871485	21.549712	21.264387	20.873699	20.462952	20.043866	19.584114	19.124383	18.761726	18.46007	18.094959	17.782444	18.721727	18.133649	17.824577	18.117801	17.245398	16.805618	17.577564	16.544028	16.342052	16.489833	16.111276	16.457713	15.679051	14.874379	14.751248	14.247787	13.243091	14.285304	14.285304
Tanzania	TZA	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.273829	82.28248	82.352242	82.406148	82.3684	82.065351	81.722857	81.386317	80.946364	80.4401	79.706748	77.85656	75.93096	73.74017	71.356529	68.869221	68.232985	67.965748	67.560248	67.151651	66.592388	66.306936	65.85445	65.395852	65.124334	64.797071	64.514012	64.309165	64.077598	64.419204	64.50569	64.219323	64.045757	64.045757
Uganda	UGA	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.096338	79.067722	78.77883	78.625689	78.128362	77.680803	77.454249	77.217602	76.74441	76.595527	76.213162	75.460886	75.008713	74.431708	73.931128	72.994815	72.319264	71.651274	70.871057	70.261237	69.299082	68.997242	69.194949	67.643719	67.126671	66.482803	65.892441	60.2426	53.899445	57.806467	61.4581	61.265998	60.812442	60.812442
South Africa	ZAF	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.985945	19.970044	19.956675	19.761177	19.433124	19.004466	18.679502	18.539428	18.30141	17.949585	17.502848	17.11089	16.894115	16.229139	15.945461	15.695912	15.368698	15.826549	15.679141	14.991378	15.494726	14.588211	14.424569	13.380311	14.931299	15.80712	16.071491	14.945825	15.540857	20.260207	20.366539	18.77701	17.98766	17.98766
Zambia	ZMB	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.001904	65.113033	65.297361	64.973361	64.975518	64.809302	64.594818	64.376954	63.599785	62.529337	63.366009	63.955809	64.306102	64.483447	64.434941	63.664026	62.818099	61.917996	60.409406	58.739587	57.351182	55.616913	54.324477	53.002106	51.994955	52.042258	52.040574	53.787071	53.113964	54.677953	53.695312	52.954353	52.345038	52.345038
Zimbabwe	ZWE	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.556742	58.795074	58.646153	57.700171	57.520824	56.612275	56.028478	55.608183	55.763192	57.434268	59.073464	61.191543	63.033145	64.738852	65.263753	67.138943	66.129984	67.741949	64.221575	61.082616	60.089534	59.804423	61.742832	62.866686	61.881814	61.024681	60.290243	58.805385	57.820451	53.431357	47.163997	46.568834	45.874849	45.874849

Africa Employment in agriculture, male (% of male employment) (modeled ILO estimate) Dataset

Overview

This dataset contains employment in agriculture, male (% of male employment) (modeled ilo estimate) data for African countries from the World Bank.

Data Details

Indicator Code: SL.AGR.EMPL.MA.ZS
Description: Employment in agriculture, male (% of male employment) (modeled ILO estimate)
Geographic Coverage: 53 African countries
Time Period: 1991-2023
Data Points: 1,748 observations
Coverage: 49.80% of possible country-year combinations

File Formats

Main Dataset (`sl_agr_empl_ma_zs_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: 1,748
Possible Observations: 3,510
Coverage Rate: 49.80%

Countries with No Data

1 countries have no observations: Seychelles

Usage Examples

Python

import pandas as pd

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

R

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

Source

World Bank Open Data - Employment in agriculture, male (% of male employment) (modeled ILO estimate)

Original File: API_SL.AGR.EMPL.MA.ZS_DS2_en_excel_v2_20505.xls
Processed: 2025-08-24

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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